warning: commands will be executed using /bin/sh
job 3012 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 4214401 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 73615 members 
Mstep: Class 3 contains 74046 members 
Mstep: Class 4 contains 73736 members 
Mstep: Class 5 contains 74359 members 
Mstep: Class 6 contains 73739 members 
Mstep: Class 7 contains 74366 members 
Mstep: Class 8 contains 73712 members 
Mstep: Class 9 contains 73893 members 
Mstep: Class 10 contains 73764 members 
Mstep: Class 11 contains 73741 members 
Mstep: Class 12 contains 73843 members 
Mstep: Class 13 contains 74414 members 
Mstep: Class 14 contains 73968 members 
Mstep: Class 15 contains 73645 members 
Mstep: Class 16 contains 74454 members 
Mstep: Class 17 contains 73723 members 
Mstep: Class 18 contains 73963 members 
Mstep: Class 19 contains 73658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1278.040039 but Gain 3510.539062
Score: -174849200.000000 Penalty: 63189.726562
Iteration 0F: 19 clusters Score -1.748492e+08 nChanged 1325227
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 34758 members 
Mstep: Class 3 contains 128409 members 
Mstep: Class 4 contains 157496 members 
Mstep: Class 5 contains 68494 members 
Mstep: Class 6 contains 58344 members 
Mstep: Class 7 contains 58933 members 
Mstep: Class 8 contains 52130 members 
Mstep: Class 9 contains 53209 members 
Mstep: Class 10 contains 55934 members 
Mstep: Class 11 contains 48618 members 
Mstep: Class 12 contains 68198 members 
Mstep: Class 13 contains 67036 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 16 contains 93165 members 
Mstep: Class 17 contains 66006 members 
Mstep: Class 18 contains 105803 members 
Mstep: Class 19 contains 190087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178100576.000000 Penalty: 63189.726562
Iteration 1F: 19 clusters Score -1.781006e+08 nChanged 582031
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 15817 members 
Mstep: Class 3 contains 98173 members 
Mstep: Class 4 contains 117606 members 
Mstep: Class 5 contains 65434 members 
Mstep: Class 6 contains 79227 members 
Mstep: Class 7 contains 52283 members 
Mstep: Class 8 contains 48202 members 
Mstep: Class 9 contains 33756 members 
Mstep: Class 10 contains 44529 members 
Mstep: Class 11 contains 44753 members 
Mstep: Class 12 contains 60846 members 
Mstep: Class 13 contains 53270 members 
Mstep: Class 14 contains 50620 members 
Mstep: Class 16 contains 138889 members 
Mstep: Class 17 contains 71735 members 
Mstep: Class 18 contains 153708 members 
Mstep: Class 19 contains 239557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179361936.000000 Penalty: 63189.726562
Iteration 2F: 19 clusters Score -1.793619e+08 nChanged 414546
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 8118 members 
Mstep: Class 3 contains 70969 members 
Mstep: Class 4 contains 86949 members 
Mstep: Class 5 contains 73277 members 
Mstep: Class 6 contains 97910 members 
Mstep: Class 7 contains 38383 members 
Mstep: Class 8 contains 45769 members 
Mstep: Class 9 contains 17245 members 
Mstep: Class 10 contains 33923 members 
Mstep: Class 11 contains 52662 members 
Mstep: Class 12 contains 44064 members 
Mstep: Class 13 contains 39287 members 
Mstep: Class 14 contains 49959 members 
Mstep: Class 16 contains 181396 members 
Mstep: Class 17 contains 82123 members 
Mstep: Class 18 contains 170368 members 
Mstep: Class 19 contains 274727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179869552.000000 Penalty: 63189.726562
Iteration 3F: 19 clusters Score -1.798696e+08 nChanged 276123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 51434 members 
Mstep: Class 4 contains 72803 members 
Mstep: Class 5 contains 82475 members 
Mstep: Class 6 contains 116806 members 
Mstep: Class 7 contains 29675 members 
Mstep: Class 8 contains 40398 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 31698 members 
Mstep: Class 11 contains 61838 members 
Mstep: Class 12 contains 33920 members 
Mstep: Class 13 contains 30536 members 
Mstep: Class 14 contains 49412 members 
Mstep: Class 16 contains 206473 members 
Mstep: Class 17 contains 88183 members 
Mstep: Class 18 contains 175520 members 
Mstep: Class 19 contains 277648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180102096.000000 Penalty: 63189.726562
Iteration 4F: 19 clusters Score -1.801021e+08 nChanged 206759
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 37102 members 
Mstep: Class 4 contains 65642 members 
Mstep: Class 5 contains 93314 members 
Mstep: Class 6 contains 141756 members 
Mstep: Class 7 contains 25978 members 
Mstep: Class 8 contains 34521 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 31593 members 
Mstep: Class 11 contains 66846 members 
Mstep: Class 12 contains 28545 members 
Mstep: Class 13 contains 25532 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 16 contains 213010 members 
Mstep: Class 17 contains 95453 members 
Mstep: Class 18 contains 171551 members 
Mstep: Class 19 contains 267767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180263504.000000 Penalty: 63189.726562
Iteration 5F: 19 clusters Score -1.802635e+08 nChanged 172367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 27373 members 
Mstep: Class 4 contains 60660 members 
Mstep: Class 5 contains 104578 members 
Mstep: Class 6 contains 173359 members 
Mstep: Class 7 contains 25797 members 
Mstep: Class 8 contains 29074 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 30496 members 
Mstep: Class 11 contains 67104 members 
Mstep: Class 12 contains 25173 members 
Mstep: Class 13 contains 21735 members 
Mstep: Class 14 contains 58365 members 
Mstep: Class 16 contains 207942 members 
Mstep: Class 17 contains 106699 members 
Mstep: Class 18 contains 159167 members 
Mstep: Class 19 contains 254189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398912.000000 Penalty: 63189.726562
Iteration 6F: 19 clusters Score -1.803989e+08 nChanged 157509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 56648 members 
Mstep: Class 5 contains 114654 members 
Mstep: Class 6 contains 206942 members 
Mstep: Class 7 contains 27412 members 
Mstep: Class 8 contains 24599 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 29036 members 
Mstep: Class 11 contains 64165 members 
Mstep: Class 12 contains 22750 members 
Mstep: Class 13 contains 18839 members 
Mstep: Class 14 contains 67267 members 
Mstep: Class 16 contains 197254 members 
Mstep: Class 17 contains 121686 members 
Mstep: Class 18 contains 141300 members 
Mstep: Class 19 contains 239661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180495376.000000 Penalty: 63189.726562
Iteration 7F: 19 clusters Score -1.804954e+08 nChanged 144540
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 8784 members 
Mstep: Class 3 contains 16190 members 
Mstep: Class 4 contains 53146 members 
Mstep: Class 5 contains 123121 members 
Mstep: Class 6 contains 224899 members 
Mstep: Class 7 contains 29545 members 
Mstep: Class 8 contains 21001 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 28137 members 
Mstep: Class 11 contains 59778 members 
Mstep: Class 12 contains 21773 members 
Mstep: Class 13 contains 16677 members 
Mstep: Class 14 contains 79438 members 
Mstep: Class 16 contains 186607 members 
Mstep: Class 17 contains 144344 members 
Mstep: Class 18 contains 125748 members 
Mstep: Class 19 contains 225508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180586208.000000 Penalty: 63189.726562
Iteration 8F: 19 clusters Score -1.805862e+08 nChanged 128729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 8650 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 49480 members 
Mstep: Class 5 contains 128958 members 
Mstep: Class 6 contains 223214 members 
Mstep: Class 7 contains 31669 members 
Mstep: Class 8 contains 17847 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 27881 members 
Mstep: Class 11 contains 54924 members 
Mstep: Class 12 contains 21617 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 93930 members 
Mstep: Class 16 contains 178277 members 
Mstep: Class 17 contains 174454 members 
Mstep: Class 18 contains 116221 members 
Mstep: Class 19 contains 213386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180675008.000000 Penalty: 63189.726562
Iteration 9F: 19 clusters Score -1.80675e+08 nChanged 121016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 9527 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 132398 members 
Mstep: Class 6 contains 207763 members 
Mstep: Class 7 contains 33485 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 28080 members 
Mstep: Class 11 contains 50241 members 
Mstep: Class 12 contains 22083 members 
Mstep: Class 13 contains 13996 members 
Mstep: Class 14 contains 109790 members 
Mstep: Class 16 contains 170148 members 
Mstep: Class 17 contains 210721 members 
Mstep: Class 18 contains 111638 members 
Mstep: Class 19 contains 201725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180745776.000000 Penalty: 63189.726562
Iteration 10F: 19 clusters Score -1.807458e+08 nChanged 119093
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 134807 members 
Mstep: Class 6 contains 182768 members 
Mstep: Class 7 contains 34947 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 28610 members 
Mstep: Class 11 contains 46013 members 
Mstep: Class 12 contains 23041 members 
Mstep: Class 13 contains 13200 members 
Mstep: Class 14 contains 126473 members 
Mstep: Class 16 contains 162461 members 
Mstep: Class 17 contains 249113 members 
Mstep: Class 18 contains 110255 members 
Mstep: Class 19 contains 190970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180792704.000000 Penalty: 63189.726562
Iteration 11F: 19 clusters Score -1.807927e+08 nChanged 102881
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 7611 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 37342 members 
Mstep: Class 5 contains 136472 members 
Mstep: Class 6 contains 165141 members 
Mstep: Class 7 contains 35882 members 
Mstep: Class 8 contains 12435 members 
Mstep: Class 9 contains 1376 members 
Mstep: Class 10 contains 29664 members 
Mstep: Class 11 contains 42318 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 12703 members 
Mstep: Class 14 contains 143479 members 
Mstep: Class 16 contains 156012 members 
Mstep: Class 17 contains 271708 members 
Mstep: Class 18 contains 110854 members 
Mstep: Class 19 contains 183012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180825232.000000 Penalty: 63189.726562
Iteration 12F: 19 clusters Score -1.808252e+08 nChanged 84337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 33137 members 
Mstep: Class 5 contains 136859 members 
Mstep: Class 6 contains 158002 members 
Mstep: Class 7 contains 36424 members 
Mstep: Class 8 contains 11854 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 31336 members 
Mstep: Class 11 contains 39245 members 
Mstep: Class 12 contains 24354 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 14 contains 160538 members 
Mstep: Class 16 contains 151091 members 
Mstep: Class 17 contains 277265 members 
Mstep: Class 18 contains 112181 members 
Mstep: Class 19 contains 178054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180858640.000000 Penalty: 63189.726562
Iteration 13F: 19 clusters Score -1.808586e+08 nChanged 68949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 29735 members 
Mstep: Class 5 contains 135728 members 
Mstep: Class 6 contains 156802 members 
Mstep: Class 7 contains 36616 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 10 contains 33586 members 
Mstep: Class 11 contains 36830 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 176816 members 
Mstep: Class 16 contains 146486 members 
Mstep: Class 17 contains 274424 members 
Mstep: Class 18 contains 113821 members 
Mstep: Class 19 contains 174887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180887248.000000 Penalty: 63189.726562
Iteration 14Q: 19 clusters Score -1.808872e+08 nChanged 57516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 6584 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 27189 members 
Mstep: Class 5 contains 133534 members 
Mstep: Class 6 contains 158152 members 
Mstep: Class 7 contains 36393 members 
Mstep: Class 8 contains 11456 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 36153 members 
Mstep: Class 11 contains 34929 members 
Mstep: Class 12 contains 24118 members 
Mstep: Class 13 contains 11571 members 
Mstep: Class 14 contains 191986 members 
Mstep: Class 16 contains 142081 members 
Mstep: Class 17 contains 268003 members 
Mstep: Class 18 contains 115494 members 
Mstep: Class 19 contains 172956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180911600.000000 Penalty: 63189.726562
Iteration 15Q: 19 clusters Score -1.809116e+08 nChanged 49202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 3922 members 
Mstep: Class 4 contains 25236 members 
Mstep: Class 5 contains 130536 members 
Mstep: Class 6 contains 160399 members 
Mstep: Class 7 contains 35969 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 38796 members 
Mstep: Class 11 contains 33491 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 11272 members 
Mstep: Class 14 contains 205800 members 
Mstep: Class 16 contains 137733 members 
Mstep: Class 17 contains 260947 members 
Mstep: Class 18 contains 116981 members 
Mstep: Class 19 contains 171690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180927680.000000 Penalty: 63189.726562
Iteration 16Q: 19 clusters Score -1.809277e+08 nChanged 41828
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 23705 members 
Mstep: Class 5 contains 127183 members 
Mstep: Class 6 contains 162862 members 
Mstep: Class 7 contains 35308 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 41659 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 22930 members 
Mstep: Class 13 contains 11053 members 
Mstep: Class 14 contains 217392 members 
Mstep: Class 16 contains 133930 members 
Mstep: Class 17 contains 254345 members 
Mstep: Class 18 contains 118258 members 
Mstep: Class 19 contains 170937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180935536.000000 Penalty: 63189.726562
Iteration 17Q: 19 clusters Score -1.809355e+08 nChanged 36181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 123877 members 
Mstep: Class 6 contains 165615 members 
Mstep: Class 7 contains 34558 members 
Mstep: Class 8 contains 12260 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 11 contains 31383 members 
Mstep: Class 12 contains 22177 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 226476 members 
Mstep: Class 16 contains 130722 members 
Mstep: Class 17 contains 248488 members 
Mstep: Class 18 contains 119385 members 
Mstep: Class 19 contains 170219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180940240.000000 Penalty: 63189.726562
Iteration 18Q: 19 clusters Score -1.809402e+08 nChanged 30783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 21431 members 
Mstep: Class 5 contains 120712 members 
Mstep: Class 6 contains 168281 members 
Mstep: Class 7 contains 33906 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 47594 members 
Mstep: Class 11 contains 30649 members 
Mstep: Class 12 contains 21422 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 232966 members 
Mstep: Class 16 contains 128258 members 
Mstep: Class 17 contains 243839 members 
Mstep: Class 18 contains 120244 members 
Mstep: Class 19 contains 169437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180941408.000000 Penalty: 63189.726562
Iteration 19Q: 19 clusters Score -1.809414e+08 nChanged 26936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 6071 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 20604 members 
Mstep: Class 5 contains 117699 members 
Mstep: Class 6 contains 171015 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 13352 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 50634 members 
Mstep: Class 11 contains 29994 members 
Mstep: Class 12 contains 20680 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 237450 members 
Mstep: Class 16 contains 126363 members 
Mstep: Class 17 contains 240004 members 
Mstep: Class 18 contains 121010 members 
Mstep: Class 19 contains 168613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180944224.000000 Penalty: 63189.726562
Iteration 20F: 19 clusters Score -1.809442e+08 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 19922 members 
Mstep: Class 5 contains 114874 members 
Mstep: Class 6 contains 173715 members 
Mstep: Class 7 contains 32731 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 53642 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 12 contains 19900 members 
Mstep: Class 13 contains 10819 members 
Mstep: Class 14 contains 240362 members 
Mstep: Class 16 contains 124797 members 
Mstep: Class 17 contains 236957 members 
Mstep: Class 18 contains 121668 members 
Mstep: Class 19 contains 167856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180945728.000000 Penalty: 63189.726562
Iteration 21Q: 19 clusters Score -1.809457e+08 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 19426 members 
Mstep: Class 5 contains 112134 members 
Mstep: Class 6 contains 176533 members 
Mstep: Class 7 contains 32201 members 
Mstep: Class 8 contains 14617 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 56617 members 
Mstep: Class 11 contains 28823 members 
Mstep: Class 12 contains 19140 members 
Mstep: Class 13 contains 10976 members 
Mstep: Class 14 contains 242155 members 
Mstep: Class 16 contains 123394 members 
Mstep: Class 17 contains 234298 members 
Mstep: Class 18 contains 122240 members 
Mstep: Class 19 contains 167289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180945632.000000 Penalty: 63189.726562
Iteration 22Q: 19 clusters Score -1.809456e+08 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 19077 members 
Mstep: Class 5 contains 109635 members 
Mstep: Class 6 contains 179296 members 
Mstep: Class 7 contains 31754 members 
Mstep: Class 8 contains 15198 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 59419 members 
Mstep: Class 11 contains 28331 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 243239 members 
Mstep: Class 16 contains 122141 members 
Mstep: Class 17 contains 231886 members 
Mstep: Class 18 contains 122693 members 
Mstep: Class 19 contains 166809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180946352.000000 Penalty: 63189.726562
Iteration 23Q: 19 clusters Score -1.809464e+08 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 18835 members 
Mstep: Class 5 contains 107378 members 
Mstep: Class 6 contains 181801 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 15768 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 62021 members 
Mstep: Class 11 contains 27870 members 
Mstep: Class 12 contains 17932 members 
Mstep: Class 13 contains 11372 members 
Mstep: Class 14 contains 243842 members 
Mstep: Class 16 contains 121081 members 
Mstep: Class 17 contains 229786 members 
Mstep: Class 18 contains 123105 members 
Mstep: Class 19 contains 166362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180947632.000000 Penalty: 63189.726562
Iteration 24Q: 19 clusters Score -1.809476e+08 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 18705 members 
Mstep: Class 5 contains 105267 members 
Mstep: Class 6 contains 184024 members 
Mstep: Class 7 contains 30969 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 64392 members 
Mstep: Class 11 contains 27484 members 
Mstep: Class 12 contains 17400 members 
Mstep: Class 13 contains 11540 members 
Mstep: Class 14 contains 244275 members 
Mstep: Class 16 contains 120231 members 
Mstep: Class 17 contains 227997 members 
Mstep: Class 18 contains 123436 members 
Mstep: Class 19 contains 165868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180948032.000000 Penalty: 63189.726562
Iteration 25Q: 19 clusters Score -1.80948e+08 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 18611 members 
Mstep: Class 5 contains 103316 members 
Mstep: Class 6 contains 185804 members 
Mstep: Class 7 contains 30609 members 
Mstep: Class 8 contains 16999 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 66615 members 
Mstep: Class 11 contains 27135 members 
Mstep: Class 12 contains 16890 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 244655 members 
Mstep: Class 16 contains 119517 members 
Mstep: Class 17 contains 226498 members 
Mstep: Class 18 contains 123783 members 
Mstep: Class 19 contains 165404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949344.000000 Penalty: 63189.726562
Iteration 26Q: 19 clusters Score -1.809493e+08 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 6529 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 101522 members 
Mstep: Class 6 contains 187244 members 
Mstep: Class 7 contains 30321 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 68581 members 
Mstep: Class 11 contains 26838 members 
Mstep: Class 12 contains 16362 members 
Mstep: Class 13 contains 11849 members 
Mstep: Class 14 contains 244982 members 
Mstep: Class 16 contains 118887 members 
Mstep: Class 17 contains 225268 members 
Mstep: Class 18 contains 124045 members 
Mstep: Class 19 contains 165047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949360.000000 Penalty: 63189.726562
Iteration 27Q: 19 clusters Score -1.809494e+08 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 18492 members 
Mstep: Class 5 contains 99878 members 
Mstep: Class 6 contains 188361 members 
Mstep: Class 7 contains 30110 members 
Mstep: Class 8 contains 18345 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 70384 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 11967 members 
Mstep: Class 14 contains 245321 members 
Mstep: Class 16 contains 118364 members 
Mstep: Class 17 contains 224268 members 
Mstep: Class 18 contains 124216 members 
Mstep: Class 19 contains 164654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949344.000000 Penalty: 63189.726562
Iteration 28Q: 19 clusters Score -1.809493e+08 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 18449 members 
Mstep: Class 5 contains 98324 members 
Mstep: Class 6 contains 189266 members 
Mstep: Class 7 contains 29914 members 
Mstep: Class 8 contains 19007 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 72067 members 
Mstep: Class 11 contains 26306 members 
Mstep: Class 12 contains 15435 members 
Mstep: Class 13 contains 12060 members 
Mstep: Class 14 contains 245532 members 
Mstep: Class 16 contains 117959 members 
Mstep: Class 17 contains 223434 members 
Mstep: Class 18 contains 124392 members 
Mstep: Class 19 contains 164340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949152.000000 Penalty: 63189.726562
Iteration 29Q: 19 clusters Score -1.809492e+08 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 3207 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 96913 members 
Mstep: Class 6 contains 189856 members 
Mstep: Class 7 contains 29748 members 
Mstep: Class 8 contains 19589 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 73593 members 
Mstep: Class 11 contains 26049 members 
Mstep: Class 12 contains 15093 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 245688 members 
Mstep: Class 16 contains 117640 members 
Mstep: Class 17 contains 222805 members 
Mstep: Class 18 contains 124546 members 
Mstep: Class 19 contains 164124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180948896.000000 Penalty: 63189.726562
Iteration 30Q: 19 clusters Score -1.809489e+08 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 18363 members 
Mstep: Class 5 contains 95664 members 
Mstep: Class 6 contains 190247 members 
Mstep: Class 7 contains 29601 members 
Mstep: Class 8 contains 20062 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 74863 members 
Mstep: Class 11 contains 25840 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 12173 members 
Mstep: Class 14 contains 245868 members 
Mstep: Class 16 contains 117381 members 
Mstep: Class 17 contains 222374 members 
Mstep: Class 18 contains 124687 members 
Mstep: Class 19 contains 163982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180948960.000000 Penalty: 63189.726562
Iteration 31Q: 19 clusters Score -1.80949e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 18311 members 
Mstep: Class 5 contains 94480 members 
Mstep: Class 6 contains 190605 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 20411 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 76041 members 
Mstep: Class 11 contains 25635 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 245996 members 
Mstep: Class 16 contains 117180 members 
Mstep: Class 17 contains 221969 members 
Mstep: Class 18 contains 124813 members 
Mstep: Class 19 contains 163859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949808.000000 Penalty: 63189.726562
Iteration 32Q: 19 clusters Score -1.809498e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 18250 members 
Mstep: Class 5 contains 93436 members 
Mstep: Class 6 contains 190815 members 
Mstep: Class 7 contains 29340 members 
Mstep: Class 8 contains 20670 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 77115 members 
Mstep: Class 11 contains 25441 members 
Mstep: Class 12 contains 14554 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 246129 members 
Mstep: Class 16 contains 117022 members 
Mstep: Class 17 contains 221669 members 
Mstep: Class 18 contains 124916 members 
Mstep: Class 19 contains 163807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180950384.000000 Penalty: 63189.726562
Iteration 33Q: 19 clusters Score -1.809504e+08 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 3553 members 
Mstep: Class 4 contains 18190 members 
Mstep: Class 5 contains 92513 members 
Mstep: Class 6 contains 190933 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 20919 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 78021 members 
Mstep: Class 11 contains 25280 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 246273 members 
Mstep: Class 16 contains 116891 members 
Mstep: Class 17 contains 221448 members 
Mstep: Class 18 contains 125013 members 
Mstep: Class 19 contains 163789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949968.000000 Penalty: 63189.726562
Iteration 34Q: 19 clusters Score -1.8095e+08 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 18128 members 
Mstep: Class 5 contains 91713 members 
Mstep: Class 6 contains 190989 members 
Mstep: Class 7 contains 29128 members 
Mstep: Class 8 contains 21108 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 78817 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 14461 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 246322 members 
Mstep: Class 16 contains 116782 members 
Mstep: Class 17 contains 221375 members 
Mstep: Class 18 contains 125112 members 
Mstep: Class 19 contains 163749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180950208.000000 Penalty: 63189.726562
Iteration 35Q: 19 clusters Score -1.809502e+08 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 18077 members 
Mstep: Class 5 contains 90980 members 
Mstep: Class 6 contains 190978 members 
Mstep: Class 7 contains 29052 members 
Mstep: Class 8 contains 21267 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 79544 members 
Mstep: Class 11 contains 25036 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 12381 members 
Mstep: Class 14 contains 246366 members 
Mstep: Class 16 contains 116724 members 
Mstep: Class 17 contains 221326 members 
Mstep: Class 18 contains 125192 members 
Mstep: Class 19 contains 163702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180950128.000000 Penalty: 63189.726562
Iteration 36Q: 19 clusters Score -1.809501e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 3610 members 
Mstep: Class 4 contains 18011 members 
Mstep: Class 5 contains 90351 members 
Mstep: Class 6 contains 190960 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 21386 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 80173 members 
Mstep: Class 11 contains 24962 members 
Mstep: Class 12 contains 14580 members 
Mstep: Class 13 contains 12389 members 
Mstep: Class 14 contains 246436 members 
Mstep: Class 16 contains 116667 members 
Mstep: Class 17 contains 221285 members 
Mstep: Class 18 contains 125254 members 
Mstep: Class 19 contains 163643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949936.000000 Penalty: 63189.726562
Iteration 37Q: 19 clusters Score -1.809499e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 3610 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 89807 members 
Mstep: Class 6 contains 190971 members 
Mstep: Class 7 contains 28948 members 
Mstep: Class 8 contains 21489 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 80731 members 
Mstep: Class 11 contains 24891 members 
Mstep: Class 12 contains 14680 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 246411 members 
Mstep: Class 16 contains 116650 members 
Mstep: Class 17 contains 221309 members 
Mstep: Class 18 contains 125306 members 
Mstep: Class 19 contains 163525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180950256.000000 Penalty: 63189.726562
Iteration 38Q: 19 clusters Score -1.809503e+08 nChanged 3569
Entering ConstructFrom: 
Score: -180950256.000000 Penalty: 63189.726562
Entering ConstructFrom: 
Trying to split cluster 1 (38168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Entering Unmasked Estep 
Score: -4959671.000000 Penalty: 2616.338867
	Iteration 0F: 2 clusters Score -4959671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4933806.000000 Penalty: 5232.677734
	Iteration 0F: 3 clusters Score -4933806 nChanged 17365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4944838.500000 Penalty: 5232.677734
	Iteration 1F: 3 clusters Score -4944838 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4948375.000000 Penalty: 5232.677734
	Iteration 2F: 3 clusters Score -4948375 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4953063.500000 Penalty: 5232.677734
	Iteration 3F: 3 clusters Score -4953064 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4956769.000000 Penalty: 5232.677734
	Iteration 4F: 3 clusters Score -4956769 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4958700.000000 Penalty: 5232.677734
	Iteration 5F: 3 clusters Score -4958700 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4959446.000000 Penalty: 5232.677734
	Iteration 6Q: 3 clusters Score -4959446 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4959792.000000 Penalty: 5232.677734
	Iteration 7Q: 3 clusters Score -4959792 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4960044.000000 Penalty: 5232.677734
	Iteration 8Q: 3 clusters Score -4960044 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4960223.500000 Penalty: 5232.677734
	Iteration 9Q: 3 clusters Score -4960224 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4960345.000000 Penalty: 5232.677734
	Iteration 10Q: 3 clusters Score -4960345 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4960447.500000 Penalty: 5232.677734
	Iteration 11Q: 3 clusters Score -4960448 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4960535.500000 Penalty: 5232.677734
	Iteration 12Q: 3 clusters Score -4960536 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4960609.000000 Penalty: 5232.677734
	Iteration 13Q: 3 clusters Score -4960609 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4960671.000000 Penalty: 5232.677734
	Iteration 14Q: 3 clusters Score -4960671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4960698.000000 Penalty: 5232.677734
	Iteration 15Q: 3 clusters Score -4960698 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4960731.500000 Penalty: 5232.677734
	Iteration 16Q: 3 clusters Score -4960732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4960758.000000 Penalty: 5232.677734
	Iteration 17Q: 3 clusters Score -4960758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4960783.500000 Penalty: 5232.677734
	Iteration 18Q: 3 clusters Score -4960784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4960815.000000 Penalty: 5232.677734
	Iteration 19Q: 3 clusters Score -4960815 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4960823.000000 Penalty: 5232.677734
	Iteration 20F: 3 clusters Score -4960823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4960848.000000 Penalty: 5232.677734
	Iteration 21Q: 3 clusters Score -4960848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4960864.500000 Penalty: 5232.677734
	Iteration 22Q: 3 clusters Score -4960864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4960898.500000 Penalty: 5232.677734
	Iteration 23Q: 3 clusters Score -4960898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4960918.500000 Penalty: 5232.677734
	Iteration 24Q: 3 clusters Score -4960918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4960928.000000 Penalty: 5232.677734
	Iteration 25Q: 3 clusters Score -4960928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4960941.500000 Penalty: 5232.677734
	Iteration 26Q: 3 clusters Score -4960942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4960937.000000 Penalty: 5232.677734
	Iteration 27Q: 3 clusters Score -4960937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4960952.000000 Penalty: 5232.677734
	Iteration 28Q: 3 clusters Score -4960952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4960953.500000 Penalty: 5232.677734
	Iteration 29Q: 3 clusters Score -4960954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4960967.500000 Penalty: 5232.677734
	Iteration 30Q: 3 clusters Score -4960968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4960983.000000 Penalty: 5232.677734
	Iteration 31Q: 3 clusters Score -4960983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4960993.000000 Penalty: 5232.677734
	Iteration 32Q: 3 clusters Score -4960993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4961007.500000 Penalty: 5232.677734
	Iteration 33Q: 3 clusters Score -4961008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4961010.000000 Penalty: 5232.677734
	Iteration 34Q: 3 clusters Score -4961010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4960997.500000 Penalty: 5232.677734
	Iteration 35Q: 3 clusters Score -4960998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4961016.500000 Penalty: 5232.677734
	Iteration 36Q: 3 clusters Score -4961016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4961022.500000 Penalty: 5232.677734
	Iteration 37Q: 3 clusters Score -4961022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4961022.500000 Penalty: 5232.677734
	Iteration 38Q: 3 clusters Score -4961022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4961031.000000 Penalty: 5232.677734
	Iteration 39Q: 3 clusters Score -4961031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4961036.500000 Penalty: 5232.677734
	Iteration 40F: 3 clusters Score -4961036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4961028.000000 Penalty: 5232.677734
	Iteration 41Q: 3 clusters Score -4961028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4961050.000000 Penalty: 5232.677734
	Iteration 42Q: 3 clusters Score -4961050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4961043.000000 Penalty: 5232.677734
	Iteration 43Q: 3 clusters Score -4961043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4961041.500000 Penalty: 5232.677734
	Iteration 44Q: 3 clusters Score -4961042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4961036.000000 Penalty: 5232.677734
	Iteration 45Q: 3 clusters Score -4961036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4961033.000000 Penalty: 5232.677734
	Iteration 46Q: 3 clusters Score -4961033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4961031.000000 Penalty: 5232.677734
	Iteration 47Q: 3 clusters Score -4961031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4961031.000000 Penalty: 5232.677734
	Iteration 48Q: 3 clusters Score -4961031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4961033.000000 Penalty: 5232.677734
	Iteration 49Q: 3 clusters Score -4961033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4961031.000000 Penalty: 5232.677734
	Iteration 50Q: 3 clusters Score -4961031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4961031.000000 Penalty: 5232.677734
	Iteration 51F: 3 clusters Score -4961031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 89315 members 
Mstep: Class 6 contains 190920 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Entering Unmasked Estep 
Score: -180949376.000000 Penalty: 66700.265625
Splitting cluster 1 changes total score from -180950256.000000 to -180949376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -747077.000000 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -747077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -741566.500000 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -741566.5 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -744775.312500 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -744775.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -747277.312500 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -747277.3 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -749120.812500 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -749120.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -750459.312500 Penalty: 4367.614746
	Iteration 4F: 3 clusters Score -750459.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -751065.812500 Penalty: 4367.614746
	Iteration 5F: 3 clusters Score -751065.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -751298.250000 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -751298.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -751434.187500 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -751434.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -751562.437500 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -751562.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -751686.625000 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -751686.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -751785.562500 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -751785.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -751865.875000 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -751865.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -751937.375000 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -751937.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -752034.500000 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -752034.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -752136.187500 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -752136.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -752208.312500 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -752208.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -752230.812500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -752230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -752255.812500 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -752255.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -752264.125000 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -752264.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -752269.687500 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -752269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -752297.562500 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -752297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -752312.937500 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -752312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -752313.500000 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -752313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -752317.312500 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -752317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -752319.125000 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -752319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -752321.937500 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -752321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -752321.312500 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -752321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -752320.500000 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -752320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -752320.500000 Penalty: 4367.614746
	Iteration 28F: 3 clusters Score -752320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 89315 members 
Mstep: Class 6 contains 190920 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Entering Unmasked Estep 
Score: -180953136.000000 Penalty: 66700.265625
Splitting cluster 2 changes total score from -180950256.000000 to -180953136.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -439494.656250 Penalty: 2032.168823
	Iteration 0F: 2 clusters Score -439494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435885.531250 Penalty: 4064.337646
	Iteration 0F: 3 clusters Score -435885.5 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -437231.375000 Penalty: 4064.337646
	Iteration 1F: 3 clusters Score -437231.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -437902.843750 Penalty: 4064.337646
	Iteration 2F: 3 clusters Score -437902.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438440.843750 Penalty: 4064.337646
	Iteration 3F: 3 clusters Score -438440.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -438763.406250 Penalty: 4064.337646
	Iteration 4F: 3 clusters Score -438763.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -438999.000000 Penalty: 4064.337646
	Iteration 5F: 3 clusters Score -438999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -439194.812500 Penalty: 4064.337646
	Iteration 6Q: 3 clusters Score -439194.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -439407.437500 Penalty: 4064.337646
	Iteration 7Q: 3 clusters Score -439407.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -439630.312500 Penalty: 4064.337646
	Iteration 8Q: 3 clusters Score -439630.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -439843.093750 Penalty: 4064.337646
	Iteration 9Q: 3 clusters Score -439843.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -439980.031250 Penalty: 4064.337646
	Iteration 10Q: 3 clusters Score -439980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -440050.468750 Penalty: 4064.337646
	Iteration 11Q: 3 clusters Score -440050.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -440088.125000 Penalty: 4064.337646
	Iteration 12Q: 3 clusters Score -440088.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -440100.343750 Penalty: 4064.337646
	Iteration 13Q: 3 clusters Score -440100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -440102.031250 Penalty: 4064.337646
	Iteration 14Q: 3 clusters Score -440102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -440103.562500 Penalty: 4064.337646
	Iteration 15Q: 3 clusters Score -440103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -440104.718750 Penalty: 4064.337646
	Iteration 16Q: 3 clusters Score -440104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440106.625000 Penalty: 4064.337646
	Iteration 17Q: 3 clusters Score -440106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -440106.250000 Penalty: 4064.337646
	Iteration 18Q: 3 clusters Score -440106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -440106.250000 Penalty: 4064.337646
	Iteration 19F: 3 clusters Score -440106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 89315 members 
Mstep: Class 6 contains 190920 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Entering Unmasked Estep 
Score: -180952336.000000 Penalty: 70210.812500
Splitting cluster 3 changes total score from -180950256.000000 to -180952336.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2311069.250000 Penalty: 2428.387695
	Iteration 0F: 2 clusters Score -2311069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2298377.750000 Penalty: 4856.775391
	Iteration 0F: 3 clusters Score -2298378 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2303647.000000 Penalty: 4856.775391
	Iteration 1F: 3 clusters Score -2303647 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2305892.500000 Penalty: 4856.775391
	Iteration 2F: 3 clusters Score -2305892 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2308380.750000 Penalty: 4856.775391
	Iteration 3F: 3 clusters Score -2308381 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2310236.250000 Penalty: 4856.775391
	Iteration 4F: 3 clusters Score -2310236 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2311062.000000 Penalty: 4856.775391
	Iteration 5F: 3 clusters Score -2311062 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2311363.000000 Penalty: 4856.775391
	Iteration 6Q: 3 clusters Score -2311363 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2311514.250000 Penalty: 4856.775391
	Iteration 7Q: 3 clusters Score -2311514 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2311606.000000 Penalty: 4856.775391
	Iteration 8Q: 3 clusters Score -2311606 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2311663.250000 Penalty: 4856.775391
	Iteration 9Q: 3 clusters Score -2311663 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2311689.000000 Penalty: 4856.775391
	Iteration 10Q: 3 clusters Score -2311689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2311709.000000 Penalty: 4856.775391
	Iteration 11Q: 3 clusters Score -2311709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2311728.500000 Penalty: 4856.775391
	Iteration 12Q: 3 clusters Score -2311728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2311750.250000 Penalty: 4856.775391
	Iteration 13Q: 3 clusters Score -2311750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2311755.000000 Penalty: 4856.775391
	Iteration 14Q: 3 clusters Score -2311755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2311762.000000 Penalty: 4856.775391
	Iteration 15Q: 3 clusters Score -2311762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2311778.500000 Penalty: 4856.775391
	Iteration 16Q: 3 clusters Score -2311778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2311787.000000 Penalty: 4856.775391
	Iteration 17Q: 3 clusters Score -2311787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2311785.750000 Penalty: 4856.775391
	Iteration 18Q: 3 clusters Score -2311786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2311796.500000 Penalty: 4856.775391
	Iteration 19Q: 3 clusters Score -2311796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2311805.250000 Penalty: 4856.775391
	Iteration 20F: 3 clusters Score -2311805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2311800.750000 Penalty: 4856.775391
	Iteration 21Q: 3 clusters Score -2311801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2311808.750000 Penalty: 4856.775391
	Iteration 22Q: 3 clusters Score -2311809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2311812.500000 Penalty: 4856.775391
	Iteration 23Q: 3 clusters Score -2311812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2311809.250000 Penalty: 4856.775391
	Iteration 24Q: 3 clusters Score -2311809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2311814.500000 Penalty: 4856.775391
	Iteration 25Q: 3 clusters Score -2311814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2311818.500000 Penalty: 4856.775391
	Iteration 26Q: 3 clusters Score -2311818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2311819.000000 Penalty: 4856.775391
	Iteration 27Q: 3 clusters Score -2311819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2311823.000000 Penalty: 4856.775391
	Iteration 28Q: 3 clusters Score -2311823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2311826.250000 Penalty: 4856.775391
	Iteration 29Q: 3 clusters Score -2311826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2311824.750000 Penalty: 4856.775391
	Iteration 30Q: 3 clusters Score -2311825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2311827.750000 Penalty: 4856.775391
	Iteration 31Q: 3 clusters Score -2311828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2311829.000000 Penalty: 4856.775391
	Iteration 32Q: 3 clusters Score -2311829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2311826.500000 Penalty: 4856.775391
	Iteration 33Q: 3 clusters Score -2311826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2311830.000000 Penalty: 4856.775391
	Iteration 34Q: 3 clusters Score -2311830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2311831.750000 Penalty: 4856.775391
	Iteration 35Q: 3 clusters Score -2311832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2311833.250000 Penalty: 4856.775391
	Iteration 36Q: 3 clusters Score -2311833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2311836.500000 Penalty: 4856.775391
	Iteration 37Q: 3 clusters Score -2311836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2311835.250000 Penalty: 4856.775391
	Iteration 38Q: 3 clusters Score -2311835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2311835.750000 Penalty: 4856.775391
	Iteration 39Q: 3 clusters Score -2311836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2311835.500000 Penalty: 4856.775391
	Iteration 40F: 3 clusters Score -2311836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2311839.000000 Penalty: 4856.775391
	Iteration 41Q: 3 clusters Score -2311839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2311835.750000 Penalty: 4856.775391
	Iteration 42Q: 3 clusters Score -2311836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2311832.250000 Penalty: 4856.775391
	Iteration 43Q: 3 clusters Score -2311832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2311836.000000 Penalty: 4856.775391
	Iteration 44Q: 3 clusters Score -2311836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2311835.500000 Penalty: 4856.775391
	Iteration 45Q: 3 clusters Score -2311836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2311835.500000 Penalty: 4856.775391
	Iteration 46F: 3 clusters Score -2311836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 89315 members 
Mstep: Class 6 contains 190920 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Entering Unmasked Estep 
Score: -180951440.000000 Penalty: 73721.351562
Splitting cluster 4 changes total score from -180950256.000000 to -180951440.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (89315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Entering Unmasked Estep 
Score: -11774501.000000 Penalty: 2827.181152
	Iteration 0F: 2 clusters Score -1.17745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -11714829.000000 Penalty: 5654.362305
	Iteration 0F: 3 clusters Score -1.171483e+07 nChanged 42117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -11739275.000000 Penalty: 5654.362305
	Iteration 1F: 3 clusters Score -1.173928e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -11740914.000000 Penalty: 5654.362305
	Iteration 2Q: 3 clusters Score -1.174091e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -11743034.000000 Penalty: 5654.362305
	Iteration 3F: 3 clusters Score -1.174303e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -11746198.000000 Penalty: 5654.362305
	Iteration 4F: 3 clusters Score -1.17462e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -11750002.000000 Penalty: 5654.362305
	Iteration 5F: 3 clusters Score -1.175e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -11754122.000000 Penalty: 5654.362305
	Iteration 6F: 3 clusters Score -1.175412e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -11758392.000000 Penalty: 5654.362305
	Iteration 7F: 3 clusters Score -1.175839e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -11762605.000000 Penalty: 5654.362305
	Iteration 8F: 3 clusters Score -1.17626e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -11766178.000000 Penalty: 5654.362305
	Iteration 9Q: 3 clusters Score -1.176618e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -11768864.000000 Penalty: 5654.362305
	Iteration 10Q: 3 clusters Score -1.176886e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -11770779.000000 Penalty: 5654.362305
	Iteration 11Q: 3 clusters Score -1.177078e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -11771977.000000 Penalty: 5654.362305
	Iteration 12Q: 3 clusters Score -1.177198e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -11772786.000000 Penalty: 5654.362305
	Iteration 13Q: 3 clusters Score -1.177279e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -11773375.000000 Penalty: 5654.362305
	Iteration 14Q: 3 clusters Score -1.177338e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -11773827.000000 Penalty: 5654.362305
	Iteration 15Q: 3 clusters Score -1.177383e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -11774221.000000 Penalty: 5654.362305
	Iteration 16Q: 3 clusters Score -1.177422e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -11774562.000000 Penalty: 5654.362305
	Iteration 17Q: 3 clusters Score -1.177456e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -11774842.000000 Penalty: 5654.362305
	Iteration 18Q: 3 clusters Score -1.177484e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -11775123.000000 Penalty: 5654.362305
	Iteration 19Q: 3 clusters Score -1.177512e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -11775346.000000 Penalty: 5654.362305
	Iteration 20F: 3 clusters Score -1.177535e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -11775549.000000 Penalty: 5654.362305
	Iteration 21Q: 3 clusters Score -1.177555e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -11775717.000000 Penalty: 5654.362305
	Iteration 22Q: 3 clusters Score -1.177572e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -11775847.000000 Penalty: 5654.362305
	Iteration 23Q: 3 clusters Score -1.177585e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -11775972.000000 Penalty: 5654.362305
	Iteration 24Q: 3 clusters Score -1.177597e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -11776135.000000 Penalty: 5654.362305
	Iteration 25Q: 3 clusters Score -1.177614e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -11776243.000000 Penalty: 5654.362305
	Iteration 26Q: 3 clusters Score -1.177624e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -11776337.000000 Penalty: 5654.362305
	Iteration 27Q: 3 clusters Score -1.177634e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -11776409.000000 Penalty: 5654.362305
	Iteration 28Q: 3 clusters Score -1.177641e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -11776455.000000 Penalty: 5654.362305
	Iteration 29Q: 3 clusters Score -1.177646e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -11776511.000000 Penalty: 5654.362305
	Iteration 30Q: 3 clusters Score -1.177651e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -11776568.000000 Penalty: 5654.362305
	Iteration 31Q: 3 clusters Score -1.177657e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -11776590.000000 Penalty: 5654.362305
	Iteration 32Q: 3 clusters Score -1.177659e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -11776637.000000 Penalty: 5654.362305
	Iteration 33Q: 3 clusters Score -1.177664e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -11776688.000000 Penalty: 5654.362305
	Iteration 34Q: 3 clusters Score -1.177669e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -11776754.000000 Penalty: 5654.362305
	Iteration 35Q: 3 clusters Score -1.177675e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -11776791.000000 Penalty: 5654.362305
	Iteration 36Q: 3 clusters Score -1.177679e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -11776835.000000 Penalty: 5654.362305
	Iteration 37Q: 3 clusters Score -1.177684e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -11776851.000000 Penalty: 5654.362305
	Iteration 38Q: 3 clusters Score -1.177685e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -11776858.000000 Penalty: 5654.362305
	Iteration 39Q: 3 clusters Score -1.177686e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -11776856.000000 Penalty: 5654.362305
	Iteration 40F: 3 clusters Score -1.177686e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -11776887.000000 Penalty: 5654.362305
	Iteration 41Q: 3 clusters Score -1.177689e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -11776910.000000 Penalty: 5654.362305
	Iteration 42Q: 3 clusters Score -1.177691e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -11776925.000000 Penalty: 5654.362305
	Iteration 43Q: 3 clusters Score -1.177692e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -11776923.000000 Penalty: 5654.362305
	Iteration 44Q: 3 clusters Score -1.177692e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -11776929.000000 Penalty: 5654.362305
	Iteration 45Q: 3 clusters Score -1.177693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 5654.362305
	Iteration 46Q: 3 clusters Score -1.177693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -11776915.000000 Penalty: 5654.362305
	Iteration 47Q: 3 clusters Score -1.177692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 5654.362305
	Iteration 48Q: 3 clusters Score -1.177693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -11776910.000000 Penalty: 5654.362305
	Iteration 49Q: 3 clusters Score -1.177691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -11776918.000000 Penalty: 5654.362305
	Iteration 50Q: 3 clusters Score -1.177692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -11776940.000000 Penalty: 5654.362305
	Iteration 51Q: 3 clusters Score -1.177694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -11776935.000000 Penalty: 5654.362305
	Iteration 52Q: 3 clusters Score -1.177694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -11776917.000000 Penalty: 5654.362305
	Iteration 53Q: 3 clusters Score -1.177692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -11776932.000000 Penalty: 5654.362305
	Iteration 54Q: 3 clusters Score -1.177693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 5654.362305
	Iteration 55Q: 3 clusters Score -1.177693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -11776929.000000 Penalty: 5654.362305
	Iteration 56Q: 3 clusters Score -1.177693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -11776933.000000 Penalty: 5654.362305
	Iteration 57Q: 3 clusters Score -1.177693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -11776925.000000 Penalty: 5654.362305
	Iteration 58Q: 3 clusters Score -1.177692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -11776933.000000 Penalty: 5654.362305
	Iteration 59Q: 3 clusters Score -1.177693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -11776921.000000 Penalty: 5654.362305
	Iteration 60F: 3 clusters Score -1.177692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -11776924.000000 Penalty: 5654.362305
	Iteration 61Q: 3 clusters Score -1.177692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -11776925.000000 Penalty: 5654.362305
	Iteration 62Q: 3 clusters Score -1.177692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -11776923.000000 Penalty: 5654.362305
	Iteration 63Q: 3 clusters Score -1.177692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -11776930.000000 Penalty: 5654.362305
	Iteration 64Q: 3 clusters Score -1.177693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -11776937.000000 Penalty: 5654.362305
	Iteration 65Q: 3 clusters Score -1.177694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 5654.362305
	Iteration 66Q: 3 clusters Score -1.177693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -11776932.000000 Penalty: 5654.362305
	Iteration 67Q: 3 clusters Score -1.177693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -11776946.000000 Penalty: 5654.362305
	Iteration 68Q: 3 clusters Score -1.177695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -11776945.000000 Penalty: 5654.362305
	Iteration 69Q: 3 clusters Score -1.177694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -11776941.000000 Penalty: 5654.362305
	Iteration 70Q: 3 clusters Score -1.177694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -11776941.000000 Penalty: 5654.362305
	Iteration 71Q: 3 clusters Score -1.177694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -11776941.000000 Penalty: 5654.362305
	Iteration 72Q: 3 clusters Score -1.177694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -11776937.000000 Penalty: 5654.362305
	Iteration 73Q: 3 clusters Score -1.177694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -11776933.000000 Penalty: 5654.362305
	Iteration 74Q: 3 clusters Score -1.177693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -11776927.000000 Penalty: 5654.362305
	Iteration 75Q: 3 clusters Score -1.177693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11776930.000000 Penalty: 5654.362305
	Iteration 76Q: 3 clusters Score -1.177693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11776929.000000 Penalty: 5654.362305
	Iteration 77Q: 3 clusters Score -1.177693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -11776929.000000 Penalty: 5654.362305
	Iteration 78Q: 3 clusters Score -1.177693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -11776922.000000 Penalty: 5654.362305
	Iteration 79Q: 3 clusters Score -1.177692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -11776922.000000 Penalty: 5654.362305
	Iteration 80F: 3 clusters Score -1.177692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -11776925.000000 Penalty: 5654.362305
	Iteration 81Q: 3 clusters Score -1.177692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -11776915.000000 Penalty: 5654.362305
	Iteration 82Q: 3 clusters Score -1.177692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -11776913.000000 Penalty: 5654.362305
	Iteration 83Q: 3 clusters Score -1.177691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -11776914.000000 Penalty: 5654.362305
	Iteration 84Q: 3 clusters Score -1.177691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -11776918.000000 Penalty: 5654.362305
	Iteration 85Q: 3 clusters Score -1.177692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -11776913.000000 Penalty: 5654.362305
	Iteration 86Q: 3 clusters Score -1.177691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -11776906.000000 Penalty: 5654.362305
	Iteration 87Q: 3 clusters Score -1.177691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -11776910.000000 Penalty: 5654.362305
	Iteration 88Q: 3 clusters Score -1.177691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -11776908.000000 Penalty: 5654.362305
	Iteration 89Q: 3 clusters Score -1.177691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11776906.000000 Penalty: 5654.362305
	Iteration 90Q: 3 clusters Score -1.177691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11776906.000000 Penalty: 5654.362305
	Iteration 91F: 3 clusters Score -1.177691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 190920 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Entering Unmasked Estep 
Score: -180952256.000000 Penalty: 77231.890625
Splitting cluster 5 changes total score from -180950256.000000 to -180952256.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (190920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190920 members 
Entering Unmasked Estep 
Score: -25523430.000000 Penalty: 3015.583252
	Iteration 0F: 2 clusters Score -2.552343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -25412300.000000 Penalty: 6031.166504
	Iteration 0F: 3 clusters Score -2.54123e+07 nChanged 91717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -25465444.000000 Penalty: 6031.166504
	Iteration 1F: 3 clusters Score -2.546544e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -25466456.000000 Penalty: 6031.166504
	Iteration 2Q: 3 clusters Score -2.546646e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -25468222.000000 Penalty: 6031.166504
	Iteration 3Q: 3 clusters Score -2.546822e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -25471072.000000 Penalty: 6031.166504
	Iteration 4Q: 3 clusters Score -2.547107e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -25475434.000000 Penalty: 6031.166504
	Iteration 5Q: 3 clusters Score -2.547543e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 120610 members 
Entering Unmasked Estep 
Score: -25482886.000000 Penalty: 6031.166504
	Iteration 6F: 3 clusters Score -2.548289e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -25493344.000000 Penalty: 6031.166504
	Iteration 7F: 3 clusters Score -2.549334e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -25504862.000000 Penalty: 6031.166504
	Iteration 8F: 3 clusters Score -2.550486e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -25514246.000000 Penalty: 6031.166504
	Iteration 9F: 3 clusters Score -2.551425e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -25520028.000000 Penalty: 6031.166504
	Iteration 10Q: 3 clusters Score -2.552003e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -25523210.000000 Penalty: 6031.166504
	Iteration 11Q: 3 clusters Score -2.552321e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -25524804.000000 Penalty: 6031.166504
	Iteration 12Q: 3 clusters Score -2.55248e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -25525778.000000 Penalty: 6031.166504
	Iteration 13Q: 3 clusters Score -2.552578e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -25526386.000000 Penalty: 6031.166504
	Iteration 14Q: 3 clusters Score -2.552639e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -25526662.000000 Penalty: 6031.166504
	Iteration 15Q: 3 clusters Score -2.552666e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 149877 members 
Entering Unmasked Estep 
Score: -25527060.000000 Penalty: 6031.166504
	Iteration 16Q: 3 clusters Score -2.552706e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -25527244.000000 Penalty: 6031.166504
	Iteration 17Q: 3 clusters Score -2.552724e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -25527384.000000 Penalty: 6031.166504
	Iteration 18Q: 3 clusters Score -2.552738e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -25527454.000000 Penalty: 6031.166504
	Iteration 19Q: 3 clusters Score -2.552745e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -25527450.000000 Penalty: 6031.166504
	Iteration 20F: 3 clusters Score -2.552745e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -25527506.000000 Penalty: 6031.166504
	Iteration 21Q: 3 clusters Score -2.552751e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 152328 members 
Entering Unmasked Estep 
Score: -25527678.000000 Penalty: 6031.166504
	Iteration 22Q: 3 clusters Score -2.552768e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -25527710.000000 Penalty: 6031.166504
	Iteration 23Q: 3 clusters Score -2.552771e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -25527776.000000 Penalty: 6031.166504
	Iteration 24Q: 3 clusters Score -2.552778e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 153304 members 
Entering Unmasked Estep 
Score: -25527802.000000 Penalty: 6031.166504
	Iteration 25Q: 3 clusters Score -2.55278e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -25527838.000000 Penalty: 6031.166504
	Iteration 26Q: 3 clusters Score -2.552784e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 153862 members 
Entering Unmasked Estep 
Score: -25527886.000000 Penalty: 6031.166504
	Iteration 27Q: 3 clusters Score -2.552789e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -25527838.000000 Penalty: 6031.166504
	Iteration 28Q: 3 clusters Score -2.552784e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -25527852.000000 Penalty: 6031.166504
	Iteration 29Q: 3 clusters Score -2.552785e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -25527874.000000 Penalty: 6031.166504
	Iteration 30Q: 3 clusters Score -2.552787e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -25527856.000000 Penalty: 6031.166504
	Iteration 31Q: 3 clusters Score -2.552786e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -25527854.000000 Penalty: 6031.166504
	Iteration 32Q: 3 clusters Score -2.552785e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -25527868.000000 Penalty: 6031.166504
	Iteration 33Q: 3 clusters Score -2.552787e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
Score: -25527852.000000 Penalty: 6031.166504
	Iteration 34Q: 3 clusters Score -2.552785e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -25527856.000000 Penalty: 6031.166504
	Iteration 35Q: 3 clusters Score -2.552786e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 155850 members 
Entering Unmasked Estep 
Score: -25527844.000000 Penalty: 6031.166504
	Iteration 36Q: 3 clusters Score -2.552784e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -25527818.000000 Penalty: 6031.166504
	Iteration 37Q: 3 clusters Score -2.552782e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -25527868.000000 Penalty: 6031.166504
	Iteration 38Q: 3 clusters Score -2.552787e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -25527878.000000 Penalty: 6031.166504
	Iteration 39Q: 3 clusters Score -2.552788e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -25527888.000000 Penalty: 6031.166504
	Iteration 40F: 3 clusters Score -2.552789e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -25527892.000000 Penalty: 6031.166504
	Iteration 41Q: 3 clusters Score -2.552789e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -25527920.000000 Penalty: 6031.166504
	Iteration 42Q: 3 clusters Score -2.552792e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -25527920.000000 Penalty: 6031.166504
	Iteration 43Q: 3 clusters Score -2.552792e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -25527906.000000 Penalty: 6031.166504
	Iteration 44Q: 3 clusters Score -2.552791e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -25527866.000000 Penalty: 6031.166504
	Iteration 45Q: 3 clusters Score -2.552787e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 157800 members 
Entering Unmasked Estep 
Score: -25527858.000000 Penalty: 6031.166504
	Iteration 46Q: 3 clusters Score -2.552786e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -25527890.000000 Penalty: 6031.166504
	Iteration 47Q: 3 clusters Score -2.552789e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -25527862.000000 Penalty: 6031.166504
	Iteration 48Q: 3 clusters Score -2.552786e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -25527822.000000 Penalty: 6031.166504
	Iteration 49Q: 3 clusters Score -2.552782e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -25527788.000000 Penalty: 6031.166504
	Iteration 50Q: 3 clusters Score -2.552779e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 158734 members 
Entering Unmasked Estep 
Score: -25527776.000000 Penalty: 6031.166504
	Iteration 51Q: 3 clusters Score -2.552778e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -25527732.000000 Penalty: 6031.166504
	Iteration 52Q: 3 clusters Score -2.552773e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -25527726.000000 Penalty: 6031.166504
	Iteration 53Q: 3 clusters Score -2.552773e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -25527714.000000 Penalty: 6031.166504
	Iteration 54Q: 3 clusters Score -2.552771e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -25527716.000000 Penalty: 6031.166504
	Iteration 55Q: 3 clusters Score -2.552772e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 159758 members 
Entering Unmasked Estep 
Score: -25527734.000000 Penalty: 6031.166504
	Iteration 56Q: 3 clusters Score -2.552773e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -25527796.000000 Penalty: 6031.166504
	Iteration 57Q: 3 clusters Score -2.55278e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -25527754.000000 Penalty: 6031.166504
	Iteration 58Q: 3 clusters Score -2.552775e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -25527674.000000 Penalty: 6031.166504
	Iteration 59Q: 3 clusters Score -2.552767e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 160738 members 
Entering Unmasked Estep 
Score: -25527714.000000 Penalty: 6031.166504
	Iteration 60F: 3 clusters Score -2.552771e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -25527768.000000 Penalty: 6031.166504
	Iteration 61Q: 3 clusters Score -2.552777e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -25527762.000000 Penalty: 6031.166504
	Iteration 62Q: 3 clusters Score -2.552776e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -25527752.000000 Penalty: 6031.166504
	Iteration 63Q: 3 clusters Score -2.552775e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -25527742.000000 Penalty: 6031.166504
	Iteration 64Q: 3 clusters Score -2.552774e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 161871 members 
Entering Unmasked Estep 
Score: -25527716.000000 Penalty: 6031.166504
	Iteration 65Q: 3 clusters Score -2.552772e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -25527776.000000 Penalty: 6031.166504
	Iteration 66Q: 3 clusters Score -2.552778e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -25527746.000000 Penalty: 6031.166504
	Iteration 67Q: 3 clusters Score -2.552775e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -25527772.000000 Penalty: 6031.166504
	Iteration 68Q: 3 clusters Score -2.552777e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 162609 members 
Entering Unmasked Estep 
Score: -25527718.000000 Penalty: 6031.166504
	Iteration 69Q: 3 clusters Score -2.552772e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -25527720.000000 Penalty: 6031.166504
	Iteration 70Q: 3 clusters Score -2.552772e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -25527726.000000 Penalty: 6031.166504
	Iteration 71Q: 3 clusters Score -2.552773e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -25527746.000000 Penalty: 6031.166504
	Iteration 72Q: 3 clusters Score -2.552775e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -25527736.000000 Penalty: 6031.166504
	Iteration 73Q: 3 clusters Score -2.552774e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -25527758.000000 Penalty: 6031.166504
	Iteration 74Q: 3 clusters Score -2.552776e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 163652 members 
Entering Unmasked Estep 
Score: -25527824.000000 Penalty: 6031.166504
	Iteration 75Q: 3 clusters Score -2.552782e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -25527820.000000 Penalty: 6031.166504
	Iteration 76Q: 3 clusters Score -2.552782e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -25527778.000000 Penalty: 6031.166504
	Iteration 77Q: 3 clusters Score -2.552778e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -25527746.000000 Penalty: 6031.166504
	Iteration 78Q: 3 clusters Score -2.552775e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -25527770.000000 Penalty: 6031.166504
	Iteration 79Q: 3 clusters Score -2.552777e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -25527740.000000 Penalty: 6031.166504
	Iteration 80F: 3 clusters Score -2.552774e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -25527758.000000 Penalty: 6031.166504
	Iteration 81Q: 3 clusters Score -2.552776e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -25527740.000000 Penalty: 6031.166504
	Iteration 82Q: 3 clusters Score -2.552774e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -25527742.000000 Penalty: 6031.166504
	Iteration 83Q: 3 clusters Score -2.552774e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -25527718.000000 Penalty: 6031.166504
	Iteration 84Q: 3 clusters Score -2.552772e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -25527652.000000 Penalty: 6031.166504
	Iteration 85Q: 3 clusters Score -2.552765e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -25527696.000000 Penalty: 6031.166504
	Iteration 86Q: 3 clusters Score -2.55277e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -25527694.000000 Penalty: 6031.166504
	Iteration 87Q: 3 clusters Score -2.552769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 165324 members 
Entering Unmasked Estep 
Score: -25527700.000000 Penalty: 6031.166504
	Iteration 88Q: 3 clusters Score -2.55277e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -25527658.000000 Penalty: 6031.166504
	Iteration 89Q: 3 clusters Score -2.552766e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -25527654.000000 Penalty: 6031.166504
	Iteration 90Q: 3 clusters Score -2.552765e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -25527620.000000 Penalty: 6031.166504
	Iteration 91Q: 3 clusters Score -2.552762e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -25527578.000000 Penalty: 6031.166504
	Iteration 92Q: 3 clusters Score -2.552758e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -25527598.000000 Penalty: 6031.166504
	Iteration 93Q: 3 clusters Score -2.55276e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -25527592.000000 Penalty: 6031.166504
	Iteration 94Q: 3 clusters Score -2.552759e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -25527584.000000 Penalty: 6031.166504
	Iteration 95Q: 3 clusters Score -2.552758e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -25527582.000000 Penalty: 6031.166504
	Iteration 96Q: 3 clusters Score -2.552758e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 166538 members 
Entering Unmasked Estep 
Score: -25527616.000000 Penalty: 6031.166504
	Iteration 97Q: 3 clusters Score -2.552762e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -25527602.000000 Penalty: 6031.166504
	Iteration 98Q: 3 clusters Score -2.55276e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -25527602.000000 Penalty: 6031.166504
	Iteration 99Q: 3 clusters Score -2.55276e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 166823 members 
Entering Unmasked Estep 
Score: -25527572.000000 Penalty: 6031.166504
	Iteration 100F: 3 clusters Score -2.552757e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 166911 members 
Entering Unmasked Estep 
Score: -25527580.000000 Penalty: 6031.166504
	Iteration 101Q: 3 clusters Score -2.552758e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 102Q: 3 clusters Score -2.552757e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -25527598.000000 Penalty: 6031.166504
	Iteration 103Q: 3 clusters Score -2.55276e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 167165 members 
Entering Unmasked Estep 
Score: -25527628.000000 Penalty: 6031.166504
	Iteration 104Q: 3 clusters Score -2.552763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -25527638.000000 Penalty: 6031.166504
	Iteration 105Q: 3 clusters Score -2.552764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -25527634.000000 Penalty: 6031.166504
	Iteration 106Q: 3 clusters Score -2.552763e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -25527634.000000 Penalty: 6031.166504
	Iteration 107Q: 3 clusters Score -2.552763e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -25527628.000000 Penalty: 6031.166504
	Iteration 108Q: 3 clusters Score -2.552763e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -25527622.000000 Penalty: 6031.166504
	Iteration 109Q: 3 clusters Score -2.552762e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -25527662.000000 Penalty: 6031.166504
	Iteration 110Q: 3 clusters Score -2.552766e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 167660 members 
Entering Unmasked Estep 
Score: -25527660.000000 Penalty: 6031.166504
	Iteration 111Q: 3 clusters Score -2.552766e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -25527644.000000 Penalty: 6031.166504
	Iteration 112Q: 3 clusters Score -2.552764e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 167784 members 
Entering Unmasked Estep 
Score: -25527610.000000 Penalty: 6031.166504
	Iteration 113Q: 3 clusters Score -2.552761e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -25527596.000000 Penalty: 6031.166504
	Iteration 114Q: 3 clusters Score -2.55276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 167906 members 
Entering Unmasked Estep 
Score: -25527632.000000 Penalty: 6031.166504
	Iteration 115Q: 3 clusters Score -2.552763e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 167967 members 
Entering Unmasked Estep 
Score: -25527620.000000 Penalty: 6031.166504
	Iteration 116Q: 3 clusters Score -2.552762e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -25527616.000000 Penalty: 6031.166504
	Iteration 117Q: 3 clusters Score -2.552762e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 168084 members 
Entering Unmasked Estep 
Score: -25527614.000000 Penalty: 6031.166504
	Iteration 118Q: 3 clusters Score -2.552761e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -25527586.000000 Penalty: 6031.166504
	Iteration 119Q: 3 clusters Score -2.552759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 120F: 3 clusters Score -2.552757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -25527550.000000 Penalty: 6031.166504
	Iteration 121Q: 3 clusters Score -2.552755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
Score: -25527558.000000 Penalty: 6031.166504
	Iteration 122Q: 3 clusters Score -2.552756e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 123Q: 3 clusters Score -2.552756e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -25527554.000000 Penalty: 6031.166504
	Iteration 124Q: 3 clusters Score -2.552755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -25527582.000000 Penalty: 6031.166504
	Iteration 125Q: 3 clusters Score -2.552758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 126Q: 3 clusters Score -2.552757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 168546 members 
Entering Unmasked Estep 
Score: -25527590.000000 Penalty: 6031.166504
	Iteration 127Q: 3 clusters Score -2.552759e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -25527570.000000 Penalty: 6031.166504
	Iteration 128Q: 3 clusters Score -2.552757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -25527564.000000 Penalty: 6031.166504
	Iteration 129Q: 3 clusters Score -2.552756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 168656 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 130Q: 3 clusters Score -2.552757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -25527578.000000 Penalty: 6031.166504
	Iteration 131Q: 3 clusters Score -2.552758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 168731 members 
Entering Unmasked Estep 
Score: -25527584.000000 Penalty: 6031.166504
	Iteration 132Q: 3 clusters Score -2.552758e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 168762 members 
Entering Unmasked Estep 
Score: -25527582.000000 Penalty: 6031.166504
	Iteration 133Q: 3 clusters Score -2.552758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -25527584.000000 Penalty: 6031.166504
	Iteration 134Q: 3 clusters Score -2.552758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -25527578.000000 Penalty: 6031.166504
	Iteration 135Q: 3 clusters Score -2.552758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -25527578.000000 Penalty: 6031.166504
	Iteration 136Q: 3 clusters Score -2.552758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -25527570.000000 Penalty: 6031.166504
	Iteration 137Q: 3 clusters Score -2.552757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -25527572.000000 Penalty: 6031.166504
	Iteration 138Q: 3 clusters Score -2.552757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -25527586.000000 Penalty: 6031.166504
	Iteration 139Q: 3 clusters Score -2.552759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -25527586.000000 Penalty: 6031.166504
	Iteration 140F: 3 clusters Score -2.552759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 168941 members 
Entering Unmasked Estep 
Score: -25527592.000000 Penalty: 6031.166504
	Iteration 141Q: 3 clusters Score -2.552759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 168956 members 
Entering Unmasked Estep 
Score: -25527580.000000 Penalty: 6031.166504
	Iteration 142Q: 3 clusters Score -2.552758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -25527584.000000 Penalty: 6031.166504
	Iteration 143Q: 3 clusters Score -2.552758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -25527590.000000 Penalty: 6031.166504
	Iteration 144Q: 3 clusters Score -2.552759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 169012 members 
Entering Unmasked Estep 
Score: -25527604.000000 Penalty: 6031.166504
	Iteration 145Q: 3 clusters Score -2.55276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -25527602.000000 Penalty: 6031.166504
	Iteration 146Q: 3 clusters Score -2.55276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -25527606.000000 Penalty: 6031.166504
	Iteration 147Q: 3 clusters Score -2.552761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -25527572.000000 Penalty: 6031.166504
	Iteration 148Q: 3 clusters Score -2.552757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 149Q: 3 clusters Score -2.552757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -25527600.000000 Penalty: 6031.166504
	Iteration 150Q: 3 clusters Score -2.55276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -25527580.000000 Penalty: 6031.166504
	Iteration 151Q: 3 clusters Score -2.552758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 169143 members 
Entering Unmasked Estep 
Score: -25527586.000000 Penalty: 6031.166504
	Iteration 152Q: 3 clusters Score -2.552759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 169155 members 
Entering Unmasked Estep 
Score: -25527588.000000 Penalty: 6031.166504
	Iteration 153Q: 3 clusters Score -2.552759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -25527568.000000 Penalty: 6031.166504
	Iteration 154Q: 3 clusters Score -2.552757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 169171 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 155Q: 3 clusters Score -2.552756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 169180 members 
Entering Unmasked Estep 
Score: -25527572.000000 Penalty: 6031.166504
	Iteration 156Q: 3 clusters Score -2.552757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -25527576.000000 Penalty: 6031.166504
	Iteration 157Q: 3 clusters Score -2.552758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -25527556.000000 Penalty: 6031.166504
	Iteration 158Q: 3 clusters Score -2.552756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 159Q: 3 clusters Score -2.552756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 169205 members 
Entering Unmasked Estep 
Score: -25527538.000000 Penalty: 6031.166504
	Iteration 160F: 3 clusters Score -2.552754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -25527556.000000 Penalty: 6031.166504
	Iteration 161Q: 3 clusters Score -2.552756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -25527540.000000 Penalty: 6031.166504
	Iteration 162Q: 3 clusters Score -2.552754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -25527528.000000 Penalty: 6031.166504
	Iteration 163Q: 3 clusters Score -2.552753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -25527536.000000 Penalty: 6031.166504
	Iteration 164Q: 3 clusters Score -2.552754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -25527548.000000 Penalty: 6031.166504
	Iteration 165Q: 3 clusters Score -2.552755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -25527556.000000 Penalty: 6031.166504
	Iteration 166Q: 3 clusters Score -2.552756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 169260 members 
Entering Unmasked Estep 
Score: -25527542.000000 Penalty: 6031.166504
	Iteration 167Q: 3 clusters Score -2.552754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 168Q: 3 clusters Score -2.552756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -25527540.000000 Penalty: 6031.166504
	Iteration 169Q: 3 clusters Score -2.552754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -25527564.000000 Penalty: 6031.166504
	Iteration 170Q: 3 clusters Score -2.552756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -25527564.000000 Penalty: 6031.166504
	Iteration 171Q: 3 clusters Score -2.552756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -25527524.000000 Penalty: 6031.166504
	Iteration 172Q: 3 clusters Score -2.552752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 173Q: 3 clusters Score -2.552756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -25527550.000000 Penalty: 6031.166504
	Iteration 174Q: 3 clusters Score -2.552755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 169426 members 
Entering Unmasked Estep 
Score: -25527562.000000 Penalty: 6031.166504
	Iteration 175Q: 3 clusters Score -2.552756e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 169451 members 
Entering Unmasked Estep 
Score: -25527540.000000 Penalty: 6031.166504
	Iteration 176Q: 3 clusters Score -2.552754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 169473 members 
Entering Unmasked Estep 
Score: -25527520.000000 Penalty: 6031.166504
	Iteration 177Q: 3 clusters Score -2.552752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 169493 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 178Q: 3 clusters Score -2.552749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -25527496.000000 Penalty: 6031.166504
	Iteration 179Q: 3 clusters Score -2.55275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -25527504.000000 Penalty: 6031.166504
	Iteration 180F: 3 clusters Score -2.55275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -25527508.000000 Penalty: 6031.166504
	Iteration 181Q: 3 clusters Score -2.552751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -25527466.000000 Penalty: 6031.166504
	Iteration 182Q: 3 clusters Score -2.552747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 169572 members 
Entering Unmasked Estep 
Score: -25527458.000000 Penalty: 6031.166504
	Iteration 183Q: 3 clusters Score -2.552746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 169593 members 
Entering Unmasked Estep 
Score: -25527470.000000 Penalty: 6031.166504
	Iteration 184Q: 3 clusters Score -2.552747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -25527478.000000 Penalty: 6031.166504
	Iteration 185Q: 3 clusters Score -2.552748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -25527476.000000 Penalty: 6031.166504
	Iteration 186Q: 3 clusters Score -2.552748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -25527478.000000 Penalty: 6031.166504
	Iteration 187Q: 3 clusters Score -2.552748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -25527478.000000 Penalty: 6031.166504
	Iteration 188Q: 3 clusters Score -2.552748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -25527468.000000 Penalty: 6031.166504
	Iteration 189Q: 3 clusters Score -2.552747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -25527472.000000 Penalty: 6031.166504
	Iteration 190Q: 3 clusters Score -2.552747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -25527472.000000 Penalty: 6031.166504
	Iteration 191Q: 3 clusters Score -2.552747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 169674 members 
Entering Unmasked Estep 
Score: -25527484.000000 Penalty: 6031.166504
	Iteration 192Q: 3 clusters Score -2.552748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -25527480.000000 Penalty: 6031.166504
	Iteration 193Q: 3 clusters Score -2.552748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 169681 members 
Entering Unmasked Estep 
Score: -25527488.000000 Penalty: 6031.166504
	Iteration 194Q: 3 clusters Score -2.552749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -25527494.000000 Penalty: 6031.166504
	Iteration 195Q: 3 clusters Score -2.552749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -25527482.000000 Penalty: 6031.166504
	Iteration 196Q: 3 clusters Score -2.552748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -25527484.000000 Penalty: 6031.166504
	Iteration 197Q: 3 clusters Score -2.552748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 169710 members 
Entering Unmasked Estep 
Score: -25527490.000000 Penalty: 6031.166504
	Iteration 198Q: 3 clusters Score -2.552749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -25527494.000000 Penalty: 6031.166504
	Iteration 199Q: 3 clusters Score -2.552749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -25527498.000000 Penalty: 6031.166504
	Iteration 200F: 3 clusters Score -2.55275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -25527498.000000 Penalty: 6031.166504
	Iteration 201Q: 3 clusters Score -2.55275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -25527508.000000 Penalty: 6031.166504
	Iteration 202Q: 3 clusters Score -2.552751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -25527494.000000 Penalty: 6031.166504
	Iteration 203Q: 3 clusters Score -2.552749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 204Q: 3 clusters Score -2.552749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 205Q: 3 clusters Score -2.552749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 169743 members 
Entering Unmasked Estep 
Score: -25527476.000000 Penalty: 6031.166504
	Iteration 206Q: 3 clusters Score -2.552748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -25527492.000000 Penalty: 6031.166504
	Iteration 207Q: 3 clusters Score -2.552749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 208Q: 3 clusters Score -2.552749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 169756 members 
Entering Unmasked Estep 
Score: -25527476.000000 Penalty: 6031.166504
	Iteration 209Q: 3 clusters Score -2.552748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -25527492.000000 Penalty: 6031.166504
	Iteration 210Q: 3 clusters Score -2.552749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -25527482.000000 Penalty: 6031.166504
	Iteration 211Q: 3 clusters Score -2.552748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 169761 members 
Entering Unmasked Estep 
Score: -25527484.000000 Penalty: 6031.166504
	Iteration 212Q: 3 clusters Score -2.552748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 169764 members 
Entering Unmasked Estep 
Score: -25527490.000000 Penalty: 6031.166504
	Iteration 213Q: 3 clusters Score -2.552749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 169768 members 
Entering Unmasked Estep 
Score: -25527474.000000 Penalty: 6031.166504
	Iteration 214Q: 3 clusters Score -2.552747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -25527482.000000 Penalty: 6031.166504
	Iteration 215Q: 3 clusters Score -2.552748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -25527468.000000 Penalty: 6031.166504
	Iteration 216Q: 3 clusters Score -2.552747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -25527466.000000 Penalty: 6031.166504
	Iteration 217Q: 3 clusters Score -2.552747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -25527478.000000 Penalty: 6031.166504
	Iteration 218Q: 3 clusters Score -2.552748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -25527476.000000 Penalty: 6031.166504
	Iteration 219Q: 3 clusters Score -2.552748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -25527474.000000 Penalty: 6031.166504
	Iteration 220F: 3 clusters Score -2.552747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -25527472.000000 Penalty: 6031.166504
	Iteration 221Q: 3 clusters Score -2.552747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -25527470.000000 Penalty: 6031.166504
	Iteration 222Q: 3 clusters Score -2.552747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -25527484.000000 Penalty: 6031.166504
	Iteration 223Q: 3 clusters Score -2.552748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 169785 members 
Entering Unmasked Estep 
Score: -25527482.000000 Penalty: 6031.166504
	Iteration 224Q: 3 clusters Score -2.552748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 225Q: 3 clusters Score -2.552749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -25527486.000000 Penalty: 6031.166504
	Iteration 226F: 3 clusters Score -2.552749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Entering Unmasked Estep 
Score: -180957840.000000 Penalty: 80742.429688
Splitting cluster 6 changes total score from -180950256.000000 to -180957840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (28892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Entering Unmasked Estep 
Score: -3545387.750000 Penalty: 2547.287354
	Iteration 0F: 2 clusters Score -3545388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3525675.500000 Penalty: 5094.574707
	Iteration 0F: 3 clusters Score -3525676 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3533551.500000 Penalty: 5094.574707
	Iteration 1F: 3 clusters Score -3533552 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3535443.750000 Penalty: 5094.574707
	Iteration 2F: 3 clusters Score -3535444 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3537612.250000 Penalty: 5094.574707
	Iteration 3F: 3 clusters Score -3537612 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3539587.500000 Penalty: 5094.574707
	Iteration 4F: 3 clusters Score -3539588 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3540955.250000 Penalty: 5094.574707
	Iteration 5F: 3 clusters Score -3540955 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3541815.000000 Penalty: 5094.574707
	Iteration 6F: 3 clusters Score -3541815 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3542337.750000 Penalty: 5094.574707
	Iteration 7Q: 3 clusters Score -3542338 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3542712.500000 Penalty: 5094.574707
	Iteration 8Q: 3 clusters Score -3542712 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3542985.250000 Penalty: 5094.574707
	Iteration 9Q: 3 clusters Score -3542985 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3543166.500000 Penalty: 5094.574707
	Iteration 10Q: 3 clusters Score -3543166 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3543333.500000 Penalty: 5094.574707
	Iteration 11Q: 3 clusters Score -3543334 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3543466.250000 Penalty: 5094.574707
	Iteration 12Q: 3 clusters Score -3543466 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3543603.250000 Penalty: 5094.574707
	Iteration 13Q: 3 clusters Score -3543603 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3543726.000000 Penalty: 5094.574707
	Iteration 14Q: 3 clusters Score -3543726 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3543872.250000 Penalty: 5094.574707
	Iteration 15Q: 3 clusters Score -3543872 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3544014.500000 Penalty: 5094.574707
	Iteration 16Q: 3 clusters Score -3544014 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3544181.750000 Penalty: 5094.574707
	Iteration 17Q: 3 clusters Score -3544182 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3544344.250000 Penalty: 5094.574707
	Iteration 18Q: 3 clusters Score -3544344 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3544502.500000 Penalty: 5094.574707
	Iteration 19Q: 3 clusters Score -3544502 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3544649.500000 Penalty: 5094.574707
	Iteration 20F: 3 clusters Score -3544650 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3544816.500000 Penalty: 5094.574707
	Iteration 21Q: 3 clusters Score -3544816 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3544969.750000 Penalty: 5094.574707
	Iteration 22Q: 3 clusters Score -3544970 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3545136.500000 Penalty: 5094.574707
	Iteration 23Q: 3 clusters Score -3545136 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3545308.500000 Penalty: 5094.574707
	Iteration 24Q: 3 clusters Score -3545308 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3545438.000000 Penalty: 5094.574707
	Iteration 25Q: 3 clusters Score -3545438 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3545553.750000 Penalty: 5094.574707
	Iteration 26Q: 3 clusters Score -3545554 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3545636.250000 Penalty: 5094.574707
	Iteration 27Q: 3 clusters Score -3545636 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3545698.000000 Penalty: 5094.574707
	Iteration 28Q: 3 clusters Score -3545698 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3545767.000000 Penalty: 5094.574707
	Iteration 29Q: 3 clusters Score -3545767 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3545796.250000 Penalty: 5094.574707
	Iteration 30Q: 3 clusters Score -3545796 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3545841.750000 Penalty: 5094.574707
	Iteration 31Q: 3 clusters Score -3545842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3545881.750000 Penalty: 5094.574707
	Iteration 32Q: 3 clusters Score -3545882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3545909.000000 Penalty: 5094.574707
	Iteration 33Q: 3 clusters Score -3545909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3545921.500000 Penalty: 5094.574707
	Iteration 34Q: 3 clusters Score -3545922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3545934.250000 Penalty: 5094.574707
	Iteration 35Q: 3 clusters Score -3545934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3545942.750000 Penalty: 5094.574707
	Iteration 36Q: 3 clusters Score -3545943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3545954.750000 Penalty: 5094.574707
	Iteration 37Q: 3 clusters Score -3545955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3545958.250000 Penalty: 5094.574707
	Iteration 38Q: 3 clusters Score -3545958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3545973.500000 Penalty: 5094.574707
	Iteration 39Q: 3 clusters Score -3545974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3545977.500000 Penalty: 5094.574707
	Iteration 40F: 3 clusters Score -3545978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3545990.500000 Penalty: 5094.574707
	Iteration 41Q: 3 clusters Score -3545990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3545997.500000 Penalty: 5094.574707
	Iteration 42Q: 3 clusters Score -3545998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3545995.000000 Penalty: 5094.574707
	Iteration 43Q: 3 clusters Score -3545995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3545999.000000 Penalty: 5094.574707
	Iteration 44Q: 3 clusters Score -3545999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3546000.250000 Penalty: 5094.574707
	Iteration 45Q: 3 clusters Score -3546000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3545993.500000 Penalty: 5094.574707
	Iteration 46Q: 3 clusters Score -3545994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3545999.500000 Penalty: 5094.574707
	Iteration 47Q: 3 clusters Score -3546000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3545998.000000 Penalty: 5094.574707
	Iteration 48Q: 3 clusters Score -3545998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3545999.500000 Penalty: 5094.574707
	Iteration 49Q: 3 clusters Score -3546000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3546003.000000 Penalty: 5094.574707
	Iteration 50Q: 3 clusters Score -3546003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3546008.000000 Penalty: 5094.574707
	Iteration 51Q: 3 clusters Score -3546008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3546010.250000 Penalty: 5094.574707
	Iteration 52Q: 3 clusters Score -3546010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3546010.250000 Penalty: 5094.574707
	Iteration 53Q: 3 clusters Score -3546010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3546007.750000 Penalty: 5094.574707
	Iteration 54Q: 3 clusters Score -3546008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3546010.500000 Penalty: 5094.574707
	Iteration 55Q: 3 clusters Score -3546010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3546005.000000 Penalty: 5094.574707
	Iteration 56Q: 3 clusters Score -3546005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3546010.500000 Penalty: 5094.574707
	Iteration 57Q: 3 clusters Score -3546010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3546011.250000 Penalty: 5094.574707
	Iteration 58Q: 3 clusters Score -3546011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3546009.000000 Penalty: 5094.574707
	Iteration 59Q: 3 clusters Score -3546009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3546009.500000 Penalty: 5094.574707
	Iteration 60F: 3 clusters Score -3546010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Entering Unmasked Estep 
Score: -180957472.000000 Penalty: 84252.968750
Splitting cluster 7 changes total score from -180950256.000000 to -180957472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (21569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Entering Unmasked Estep 
Score: -2811764.250000 Penalty: 2474.795166
	Iteration 0F: 2 clusters Score -2811764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2796609.750000 Penalty: 4949.590332
	Iteration 0F: 3 clusters Score -2796610 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2801891.000000 Penalty: 4949.590332
	Iteration 1F: 3 clusters Score -2801891 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2802359.000000 Penalty: 4949.590332
	Iteration 2F: 3 clusters Score -2802359 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2802694.000000 Penalty: 4949.590332
	Iteration 3Q: 3 clusters Score -2802694 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2802998.500000 Penalty: 4949.590332
	Iteration 4Q: 3 clusters Score -2802998 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2803277.500000 Penalty: 4949.590332
	Iteration 5Q: 3 clusters Score -2803278 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2803563.000000 Penalty: 4949.590332
	Iteration 6Q: 3 clusters Score -2803563 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2803892.750000 Penalty: 4949.590332
	Iteration 7Q: 3 clusters Score -2803893 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2804297.500000 Penalty: 4949.590332
	Iteration 8Q: 3 clusters Score -2804298 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2804825.000000 Penalty: 4949.590332
	Iteration 9Q: 3 clusters Score -2804825 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2805496.750000 Penalty: 4949.590332
	Iteration 10F: 3 clusters Score -2805497 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2806280.000000 Penalty: 4949.590332
	Iteration 11F: 3 clusters Score -2806280 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2807189.000000 Penalty: 4949.590332
	Iteration 12F: 3 clusters Score -2807189 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2808116.750000 Penalty: 4949.590332
	Iteration 13F: 3 clusters Score -2808117 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2809062.250000 Penalty: 4949.590332
	Iteration 14F: 3 clusters Score -2809062 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2809821.000000 Penalty: 4949.590332
	Iteration 15Q: 3 clusters Score -2809821 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2810345.000000 Penalty: 4949.590332
	Iteration 16Q: 3 clusters Score -2810345 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2810631.000000 Penalty: 4949.590332
	Iteration 17Q: 3 clusters Score -2810631 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2810758.750000 Penalty: 4949.590332
	Iteration 18Q: 3 clusters Score -2810759 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2810823.750000 Penalty: 4949.590332
	Iteration 19Q: 3 clusters Score -2810824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2810874.750000 Penalty: 4949.590332
	Iteration 20F: 3 clusters Score -2810875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2810910.500000 Penalty: 4949.590332
	Iteration 21Q: 3 clusters Score -2810910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2810918.500000 Penalty: 4949.590332
	Iteration 22Q: 3 clusters Score -2810918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2810931.750000 Penalty: 4949.590332
	Iteration 23Q: 3 clusters Score -2810932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2810943.750000 Penalty: 4949.590332
	Iteration 24Q: 3 clusters Score -2810944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2810947.750000 Penalty: 4949.590332
	Iteration 25Q: 3 clusters Score -2810948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2810955.500000 Penalty: 4949.590332
	Iteration 26Q: 3 clusters Score -2810956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2810958.250000 Penalty: 4949.590332
	Iteration 27Q: 3 clusters Score -2810958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2810961.500000 Penalty: 4949.590332
	Iteration 28Q: 3 clusters Score -2810962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2810969.750000 Penalty: 4949.590332
	Iteration 29Q: 3 clusters Score -2810970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2810973.750000 Penalty: 4949.590332
	Iteration 30Q: 3 clusters Score -2810974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2810975.500000 Penalty: 4949.590332
	Iteration 31Q: 3 clusters Score -2810976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2810983.250000 Penalty: 4949.590332
	Iteration 32Q: 3 clusters Score -2810983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2810986.750000 Penalty: 4949.590332
	Iteration 33Q: 3 clusters Score -2810987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2810987.250000 Penalty: 4949.590332
	Iteration 34Q: 3 clusters Score -2810987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2810984.500000 Penalty: 4949.590332
	Iteration 35Q: 3 clusters Score -2810984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2810980.250000 Penalty: 4949.590332
	Iteration 36Q: 3 clusters Score -2810980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2810989.250000 Penalty: 4949.590332
	Iteration 37Q: 3 clusters Score -2810989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2810989.000000 Penalty: 4949.590332
	Iteration 38Q: 3 clusters Score -2810989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2810994.500000 Penalty: 4949.590332
	Iteration 39Q: 3 clusters Score -2810994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2810993.250000 Penalty: 4949.590332
	Iteration 40F: 3 clusters Score -2810993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2810995.000000 Penalty: 4949.590332
	Iteration 41Q: 3 clusters Score -2810995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2810995.750000 Penalty: 4949.590332
	Iteration 42Q: 3 clusters Score -2810996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2810995.500000 Penalty: 4949.590332
	Iteration 43Q: 3 clusters Score -2810996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2810990.000000 Penalty: 4949.590332
	Iteration 44Q: 3 clusters Score -2810990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2810998.500000 Penalty: 4949.590332
	Iteration 45Q: 3 clusters Score -2810998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2810995.750000 Penalty: 4949.590332
	Iteration 46Q: 3 clusters Score -2810996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2810998.750000 Penalty: 4949.590332
	Iteration 47Q: 3 clusters Score -2810999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2810998.750000 Penalty: 4949.590332
	Iteration 48Q: 3 clusters Score -2810999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2811000.500000 Penalty: 4949.590332
	Iteration 49Q: 3 clusters Score -2811000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2811012.250000 Penalty: 4949.590332
	Iteration 50Q: 3 clusters Score -2811012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2811010.500000 Penalty: 4949.590332
	Iteration 51Q: 3 clusters Score -2811010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2811015.250000 Penalty: 4949.590332
	Iteration 52Q: 3 clusters Score -2811015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2811014.750000 Penalty: 4949.590332
	Iteration 53Q: 3 clusters Score -2811015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2811020.750000 Penalty: 4949.590332
	Iteration 54Q: 3 clusters Score -2811021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2811018.000000 Penalty: 4949.590332
	Iteration 55Q: 3 clusters Score -2811018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2811020.750000 Penalty: 4949.590332
	Iteration 56Q: 3 clusters Score -2811021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2811020.500000 Penalty: 4949.590332
	Iteration 57Q: 3 clusters Score -2811020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2811020.750000 Penalty: 4949.590332
	Iteration 58Q: 3 clusters Score -2811021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2811022.000000 Penalty: 4949.590332
	Iteration 59Q: 3 clusters Score -2811022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2811025.000000 Penalty: 4949.590332
	Iteration 60F: 3 clusters Score -2811025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2811023.000000 Penalty: 4949.590332
	Iteration 61Q: 3 clusters Score -2811023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2811024.750000 Penalty: 4949.590332
	Iteration 62Q: 3 clusters Score -2811025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2811031.750000 Penalty: 4949.590332
	Iteration 63Q: 3 clusters Score -2811032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2811031.000000 Penalty: 4949.590332
	Iteration 64Q: 3 clusters Score -2811031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2811032.000000 Penalty: 4949.590332
	Iteration 65Q: 3 clusters Score -2811032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2811031.250000 Penalty: 4949.590332
	Iteration 66Q: 3 clusters Score -2811031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2811035.000000 Penalty: 4949.590332
	Iteration 67Q: 3 clusters Score -2811035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2811032.750000 Penalty: 4949.590332
	Iteration 68Q: 3 clusters Score -2811033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2811032.000000 Penalty: 4949.590332
	Iteration 69Q: 3 clusters Score -2811032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2811037.500000 Penalty: 4949.590332
	Iteration 70Q: 3 clusters Score -2811038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2811035.750000 Penalty: 4949.590332
	Iteration 71Q: 3 clusters Score -2811036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2811039.000000 Penalty: 4949.590332
	Iteration 72Q: 3 clusters Score -2811039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2811039.000000 Penalty: 4949.590332
	Iteration 73F: 3 clusters Score -2811039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -160720.421875 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -160720.4 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 641 members 
Entering Unmasked Estep 
Score: -158685.734375 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -158685.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159257.296875 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -159257.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -159741.125000 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -159741.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -160179.203125 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -160179.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160527.390625 Penalty: 3547.525391
	Iteration 4F: 3 clusters Score -160527.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -161020.156250 Penalty: 3547.525391
	Iteration 5F: 3 clusters Score -161020.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161339.562500 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -161339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -161392.000000 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -161392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -161400.640625 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -161400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161402.437500 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -161402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -161403.968750 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -161404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -161405.328125 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -161405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -161407.500000 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -161407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -161407.859375 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -161407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -161407.859375 Penalty: 3547.525391
	Iteration 14F: 3 clusters Score -161407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 24832 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
Score: -180956160.000000 Penalty: 87763.507812
Splitting cluster 9 changes total score from -180950256.000000 to -180956160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (81195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Entering Unmasked Estep 
Score: -10724472.000000 Penalty: 2803.543213
	Iteration 0F: 2 clusters Score -1.072447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -10670016.000000 Penalty: 5607.086426
	Iteration 0F: 3 clusters Score -1.067002e+07 nChanged 38166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -10691895.000000 Penalty: 5607.086426
	Iteration 1F: 3 clusters Score -1.06919e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -10693468.000000 Penalty: 5607.086426
	Iteration 2Q: 3 clusters Score -1.069347e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -10695932.000000 Penalty: 5607.086426
	Iteration 3F: 3 clusters Score -1.069593e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -10699066.000000 Penalty: 5607.086426
	Iteration 4F: 3 clusters Score -1.069907e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -10702602.000000 Penalty: 5607.086426
	Iteration 5F: 3 clusters Score -1.07026e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -10706199.000000 Penalty: 5607.086426
	Iteration 6F: 3 clusters Score -1.07062e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -10709334.000000 Penalty: 5607.086426
	Iteration 7F: 3 clusters Score -1.070933e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -10712052.000000 Penalty: 5607.086426
	Iteration 8F: 3 clusters Score -1.071205e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -10714422.000000 Penalty: 5607.086426
	Iteration 9Q: 3 clusters Score -1.071442e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -10716360.000000 Penalty: 5607.086426
	Iteration 10Q: 3 clusters Score -1.071636e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -10718065.000000 Penalty: 5607.086426
	Iteration 11Q: 3 clusters Score -1.071806e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -10719426.000000 Penalty: 5607.086426
	Iteration 12Q: 3 clusters Score -1.071943e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -10720398.000000 Penalty: 5607.086426
	Iteration 13Q: 3 clusters Score -1.07204e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -10721001.000000 Penalty: 5607.086426
	Iteration 14Q: 3 clusters Score -1.0721e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -10721504.000000 Penalty: 5607.086426
	Iteration 15Q: 3 clusters Score -1.07215e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -10721846.000000 Penalty: 5607.086426
	Iteration 16Q: 3 clusters Score -1.072185e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -10722067.000000 Penalty: 5607.086426
	Iteration 17Q: 3 clusters Score -1.072207e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -10722229.000000 Penalty: 5607.086426
	Iteration 18Q: 3 clusters Score -1.072223e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -10722315.000000 Penalty: 5607.086426
	Iteration 19Q: 3 clusters Score -1.072232e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -10722385.000000 Penalty: 5607.086426
	Iteration 20F: 3 clusters Score -1.072238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -10722456.000000 Penalty: 5607.086426
	Iteration 21Q: 3 clusters Score -1.072246e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -10722529.000000 Penalty: 5607.086426
	Iteration 22Q: 3 clusters Score -1.072253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -10722573.000000 Penalty: 5607.086426
	Iteration 23Q: 3 clusters Score -1.072257e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -10722597.000000 Penalty: 5607.086426
	Iteration 24Q: 3 clusters Score -1.07226e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -10722635.000000 Penalty: 5607.086426
	Iteration 25Q: 3 clusters Score -1.072264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10722684.000000 Penalty: 5607.086426
	Iteration 26Q: 3 clusters Score -1.072268e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -10722688.000000 Penalty: 5607.086426
	Iteration 27Q: 3 clusters Score -1.072269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -10722708.000000 Penalty: 5607.086426
	Iteration 28Q: 3 clusters Score -1.072271e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -10722739.000000 Penalty: 5607.086426
	Iteration 29Q: 3 clusters Score -1.072274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -10722765.000000 Penalty: 5607.086426
	Iteration 30Q: 3 clusters Score -1.072276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -10722767.000000 Penalty: 5607.086426
	Iteration 31Q: 3 clusters Score -1.072277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -10722771.000000 Penalty: 5607.086426
	Iteration 32Q: 3 clusters Score -1.072277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -10722773.000000 Penalty: 5607.086426
	Iteration 33Q: 3 clusters Score -1.072277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -10722778.000000 Penalty: 5607.086426
	Iteration 34Q: 3 clusters Score -1.072278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -10722782.000000 Penalty: 5607.086426
	Iteration 35Q: 3 clusters Score -1.072278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10722781.000000 Penalty: 5607.086426
	Iteration 36Q: 3 clusters Score -1.072278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10722780.000000 Penalty: 5607.086426
	Iteration 37Q: 3 clusters Score -1.072278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10722782.000000 Penalty: 5607.086426
	Iteration 38Q: 3 clusters Score -1.072278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -10722791.000000 Penalty: 5607.086426
	Iteration 39Q: 3 clusters Score -1.072279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -10722787.000000 Penalty: 5607.086426
	Iteration 40F: 3 clusters Score -1.072279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10722793.000000 Penalty: 5607.086426
	Iteration 41Q: 3 clusters Score -1.072279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -10722792.000000 Penalty: 5607.086426
	Iteration 42Q: 3 clusters Score -1.072279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -10722802.000000 Penalty: 5607.086426
	Iteration 43Q: 3 clusters Score -1.07228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -10722804.000000 Penalty: 5607.086426
	Iteration 44Q: 3 clusters Score -1.07228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -10722794.000000 Penalty: 5607.086426
	Iteration 45Q: 3 clusters Score -1.072279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -10722792.000000 Penalty: 5607.086426
	Iteration 46Q: 3 clusters Score -1.072279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -10722798.000000 Penalty: 5607.086426
	Iteration 47Q: 3 clusters Score -1.07228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -10722791.000000 Penalty: 5607.086426
	Iteration 48Q: 3 clusters Score -1.072279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -10722790.000000 Penalty: 5607.086426
	Iteration 49Q: 3 clusters Score -1.072279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -10722790.000000 Penalty: 5607.086426
	Iteration 50F: 3 clusters Score -1.072279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Entering Unmasked Estep 
Score: -3170611.250000 Penalty: 2509.732422
	Iteration 0F: 2 clusters Score -3170611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3153438.250000 Penalty: 5019.464844
	Iteration 0F: 3 clusters Score -3153438 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3160278.000000 Penalty: 5019.464844
	Iteration 1F: 3 clusters Score -3160278 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3161925.000000 Penalty: 5019.464844
	Iteration 2F: 3 clusters Score -3161925 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3164471.250000 Penalty: 5019.464844
	Iteration 3F: 3 clusters Score -3164471 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3167179.750000 Penalty: 5019.464844
	Iteration 4F: 3 clusters Score -3167180 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3169156.500000 Penalty: 5019.464844
	Iteration 5F: 3 clusters Score -3169156 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3170311.000000 Penalty: 5019.464844
	Iteration 6F: 3 clusters Score -3170311 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3170891.500000 Penalty: 5019.464844
	Iteration 7Q: 3 clusters Score -3170892 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3171188.250000 Penalty: 5019.464844
	Iteration 8Q: 3 clusters Score -3171188 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3171320.000000 Penalty: 5019.464844
	Iteration 9Q: 3 clusters Score -3171320 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3171437.500000 Penalty: 5019.464844
	Iteration 10Q: 3 clusters Score -3171438 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3171506.000000 Penalty: 5019.464844
	Iteration 11Q: 3 clusters Score -3171506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3171564.000000 Penalty: 5019.464844
	Iteration 12Q: 3 clusters Score -3171564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3171601.000000 Penalty: 5019.464844
	Iteration 13Q: 3 clusters Score -3171601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3171618.000000 Penalty: 5019.464844
	Iteration 14Q: 3 clusters Score -3171618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3171635.250000 Penalty: 5019.464844
	Iteration 15Q: 3 clusters Score -3171635 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3171640.000000 Penalty: 5019.464844
	Iteration 16Q: 3 clusters Score -3171640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3171658.000000 Penalty: 5019.464844
	Iteration 17Q: 3 clusters Score -3171658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3171655.500000 Penalty: 5019.464844
	Iteration 18Q: 3 clusters Score -3171656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3171659.000000 Penalty: 5019.464844
	Iteration 19Q: 3 clusters Score -3171659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3171664.500000 Penalty: 5019.464844
	Iteration 20F: 3 clusters Score -3171664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3171666.250000 Penalty: 5019.464844
	Iteration 21Q: 3 clusters Score -3171666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3171668.500000 Penalty: 5019.464844
	Iteration 22Q: 3 clusters Score -3171668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3171679.250000 Penalty: 5019.464844
	Iteration 23Q: 3 clusters Score -3171679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3171688.000000 Penalty: 5019.464844
	Iteration 24Q: 3 clusters Score -3171688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3171689.250000 Penalty: 5019.464844
	Iteration 25Q: 3 clusters Score -3171689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3171695.500000 Penalty: 5019.464844
	Iteration 26Q: 3 clusters Score -3171696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3171704.750000 Penalty: 5019.464844
	Iteration 27Q: 3 clusters Score -3171705 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3171715.750000 Penalty: 5019.464844
	Iteration 28Q: 3 clusters Score -3171716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3171721.000000 Penalty: 5019.464844
	Iteration 29Q: 3 clusters Score -3171721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3171725.250000 Penalty: 5019.464844
	Iteration 30Q: 3 clusters Score -3171725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3171722.500000 Penalty: 5019.464844
	Iteration 31Q: 3 clusters Score -3171722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3171732.750000 Penalty: 5019.464844
	Iteration 32Q: 3 clusters Score -3171733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3171728.250000 Penalty: 5019.464844
	Iteration 33Q: 3 clusters Score -3171728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3171727.500000 Penalty: 5019.464844
	Iteration 34Q: 3 clusters Score -3171728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3171735.250000 Penalty: 5019.464844
	Iteration 35Q: 3 clusters Score -3171735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3171735.750000 Penalty: 5019.464844
	Iteration 36Q: 3 clusters Score -3171736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3171738.000000 Penalty: 5019.464844
	Iteration 37Q: 3 clusters Score -3171738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3171744.250000 Penalty: 5019.464844
	Iteration 38Q: 3 clusters Score -3171744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3171739.500000 Penalty: 5019.464844
	Iteration 39Q: 3 clusters Score -3171740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3171738.500000 Penalty: 5019.464844
	Iteration 40F: 3 clusters Score -3171738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3171743.000000 Penalty: 5019.464844
	Iteration 41Q: 3 clusters Score -3171743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3171746.250000 Penalty: 5019.464844
	Iteration 42Q: 3 clusters Score -3171746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3171749.000000 Penalty: 5019.464844
	Iteration 43Q: 3 clusters Score -3171749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3171745.500000 Penalty: 5019.464844
	Iteration 44Q: 3 clusters Score -3171746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3171747.500000 Penalty: 5019.464844
	Iteration 45Q: 3 clusters Score -3171748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3171752.500000 Penalty: 5019.464844
	Iteration 46Q: 3 clusters Score -3171752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3171754.250000 Penalty: 5019.464844
	Iteration 47Q: 3 clusters Score -3171754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3171751.750000 Penalty: 5019.464844
	Iteration 48Q: 3 clusters Score -3171752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3171756.000000 Penalty: 5019.464844
	Iteration 49Q: 3 clusters Score -3171756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3171753.250000 Penalty: 5019.464844
	Iteration 50Q: 3 clusters Score -3171753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3171754.000000 Penalty: 5019.464844
	Iteration 51Q: 3 clusters Score -3171754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3171755.750000 Penalty: 5019.464844
	Iteration 52Q: 3 clusters Score -3171756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3171758.000000 Penalty: 5019.464844
	Iteration 53Q: 3 clusters Score -3171758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3171757.250000 Penalty: 5019.464844
	Iteration 54Q: 3 clusters Score -3171757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3171757.250000 Penalty: 5019.464844
	Iteration 55F: 3 clusters Score -3171757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 246435 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 14592 members 
Entering Unmasked Estep 
Score: -180953168.000000 Penalty: 91274.054688
Splitting cluster 11 changes total score from -180950256.000000 to -180953168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (14828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Entering Unmasked Estep 
Score: -1987699.750000 Penalty: 2381.859619
	Iteration 0F: 2 clusters Score -1987700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1976854.125000 Penalty: 4763.719238
	Iteration 0F: 3 clusters Score -1976854 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1980275.625000 Penalty: 4763.719238
	Iteration 1F: 3 clusters Score -1980276 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1980578.875000 Penalty: 4763.719238
	Iteration 2F: 3 clusters Score -1980579 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1980825.375000 Penalty: 4763.719238
	Iteration 3Q: 3 clusters Score -1980825 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1981034.500000 Penalty: 4763.719238
	Iteration 4Q: 3 clusters Score -1981034 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1981210.125000 Penalty: 4763.719238
	Iteration 5Q: 3 clusters Score -1981210 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1981420.125000 Penalty: 4763.719238
	Iteration 6Q: 3 clusters Score -1981420 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1981709.125000 Penalty: 4763.719238
	Iteration 7Q: 3 clusters Score -1981709 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1982122.125000 Penalty: 4763.719238
	Iteration 8Q: 3 clusters Score -1982122 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1982711.250000 Penalty: 4763.719238
	Iteration 9F: 3 clusters Score -1982711 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1983473.750000 Penalty: 4763.719238
	Iteration 10F: 3 clusters Score -1983474 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1984377.375000 Penalty: 4763.719238
	Iteration 11F: 3 clusters Score -1984377 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1985261.000000 Penalty: 4763.719238
	Iteration 12F: 3 clusters Score -1985261 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1985921.625000 Penalty: 4763.719238
	Iteration 13Q: 3 clusters Score -1985922 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1986358.750000 Penalty: 4763.719238
	Iteration 14Q: 3 clusters Score -1986359 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1986623.750000 Penalty: 4763.719238
	Iteration 15Q: 3 clusters Score -1986624 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1986778.750000 Penalty: 4763.719238
	Iteration 16Q: 3 clusters Score -1986779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1986849.875000 Penalty: 4763.719238
	Iteration 17Q: 3 clusters Score -1986850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1986874.375000 Penalty: 4763.719238
	Iteration 18Q: 3 clusters Score -1986874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1986904.625000 Penalty: 4763.719238
	Iteration 19Q: 3 clusters Score -1986905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1986914.500000 Penalty: 4763.719238
	Iteration 20F: 3 clusters Score -1986914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1986917.125000 Penalty: 4763.719238
	Iteration 21Q: 3 clusters Score -1986917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1986919.125000 Penalty: 4763.719238
	Iteration 22Q: 3 clusters Score -1986919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1986924.125000 Penalty: 4763.719238
	Iteration 23Q: 3 clusters Score -1986924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1986926.875000 Penalty: 4763.719238
	Iteration 24Q: 3 clusters Score -1986927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1986927.500000 Penalty: 4763.719238
	Iteration 25Q: 3 clusters Score -1986928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1986934.000000 Penalty: 4763.719238
	Iteration 26Q: 3 clusters Score -1986934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1986931.750000 Penalty: 4763.719238
	Iteration 27Q: 3 clusters Score -1986932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1986934.375000 Penalty: 4763.719238
	Iteration 28Q: 3 clusters Score -1986934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1986935.375000 Penalty: 4763.719238
	Iteration 29Q: 3 clusters Score -1986935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1986932.375000 Penalty: 4763.719238
	Iteration 30Q: 3 clusters Score -1986932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1986932.750000 Penalty: 4763.719238
	Iteration 31Q: 3 clusters Score -1986933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1986933.000000 Penalty: 4763.719238
	Iteration 32Q: 3 clusters Score -1986933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1986935.250000 Penalty: 4763.719238
	Iteration 33Q: 3 clusters Score -1986935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1986935.125000 Penalty: 4763.719238
	Iteration 34Q: 3 clusters Score -1986935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1986931.875000 Penalty: 4763.719238
	Iteration 35Q: 3 clusters Score -1986932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1986934.125000 Penalty: 4763.719238
	Iteration 36Q: 3 clusters Score -1986934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1986934.125000 Penalty: 4763.719238
	Iteration 37Q: 3 clusters Score -1986934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1986934.750000 Penalty: 4763.719238
	Iteration 38Q: 3 clusters Score -1986935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1986935.000000 Penalty: 4763.719238
	Iteration 39Q: 3 clusters Score -1986935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1986935.000000 Penalty: 4763.719238
	Iteration 40F: 3 clusters Score -1986935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Entering Unmasked Estep 
Score: -1594320.000000 Penalty: 2337.412109
	Iteration 0F: 2 clusters Score -1594320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1585206.000000 Penalty: 4674.824219
	Iteration 0F: 3 clusters Score -1585206 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1588195.125000 Penalty: 4674.824219
	Iteration 1F: 3 clusters Score -1588195 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1588714.250000 Penalty: 4674.824219
	Iteration 2F: 3 clusters Score -1588714 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1589223.125000 Penalty: 4674.824219
	Iteration 3F: 3 clusters Score -1589223 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1589725.875000 Penalty: 4674.824219
	Iteration 4F: 3 clusters Score -1589726 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1590234.125000 Penalty: 4674.824219
	Iteration 5F: 3 clusters Score -1590234 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1590733.250000 Penalty: 4674.824219
	Iteration 6F: 3 clusters Score -1590733 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1591224.500000 Penalty: 4674.824219
	Iteration 7F: 3 clusters Score -1591224 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1591683.625000 Penalty: 4674.824219
	Iteration 8F: 3 clusters Score -1591684 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1592030.625000 Penalty: 4674.824219
	Iteration 9Q: 3 clusters Score -1592031 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1592292.750000 Penalty: 4674.824219
	Iteration 10Q: 3 clusters Score -1592293 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1592507.000000 Penalty: 4674.824219
	Iteration 11Q: 3 clusters Score -1592507 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1592650.875000 Penalty: 4674.824219
	Iteration 12Q: 3 clusters Score -1592651 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1592759.750000 Penalty: 4674.824219
	Iteration 13Q: 3 clusters Score -1592760 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1592859.750000 Penalty: 4674.824219
	Iteration 14Q: 3 clusters Score -1592860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1592957.375000 Penalty: 4674.824219
	Iteration 15Q: 3 clusters Score -1592957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1593016.750000 Penalty: 4674.824219
	Iteration 16Q: 3 clusters Score -1593017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1593066.750000 Penalty: 4674.824219
	Iteration 17Q: 3 clusters Score -1593067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1593113.000000 Penalty: 4674.824219
	Iteration 18Q: 3 clusters Score -1593113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1593142.500000 Penalty: 4674.824219
	Iteration 19Q: 3 clusters Score -1593142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1593186.750000 Penalty: 4674.824219
	Iteration 20F: 3 clusters Score -1593187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1593238.000000 Penalty: 4674.824219
	Iteration 21Q: 3 clusters Score -1593238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1593284.750000 Penalty: 4674.824219
	Iteration 22Q: 3 clusters Score -1593285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1593316.875000 Penalty: 4674.824219
	Iteration 23Q: 3 clusters Score -1593317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1593346.750000 Penalty: 4674.824219
	Iteration 24Q: 3 clusters Score -1593347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1593360.750000 Penalty: 4674.824219
	Iteration 25Q: 3 clusters Score -1593361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1593378.625000 Penalty: 4674.824219
	Iteration 26Q: 3 clusters Score -1593379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1593387.125000 Penalty: 4674.824219
	Iteration 27Q: 3 clusters Score -1593387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1593409.125000 Penalty: 4674.824219
	Iteration 28Q: 3 clusters Score -1593409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1593420.750000 Penalty: 4674.824219
	Iteration 29Q: 3 clusters Score -1593421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1593427.000000 Penalty: 4674.824219
	Iteration 30Q: 3 clusters Score -1593427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1593433.125000 Penalty: 4674.824219
	Iteration 31Q: 3 clusters Score -1593433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1593438.750000 Penalty: 4674.824219
	Iteration 32Q: 3 clusters Score -1593439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1593441.750000 Penalty: 4674.824219
	Iteration 33Q: 3 clusters Score -1593442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1593440.750000 Penalty: 4674.824219
	Iteration 34Q: 3 clusters Score -1593441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1593439.250000 Penalty: 4674.824219
	Iteration 35Q: 3 clusters Score -1593439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1593441.375000 Penalty: 4674.824219
	Iteration 36Q: 3 clusters Score -1593441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1593441.375000 Penalty: 4674.824219
	Iteration 37F: 3 clusters Score -1593441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (246435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246435 members 
Entering Unmasked Estep 
Score: -32964602.000000 Penalty: 3078.883545
	Iteration 0F: 2 clusters Score -3.29646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -32828428.000000 Penalty: 6157.767090
	Iteration 0F: 3 clusters Score -3.282843e+07 nChanged 118932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -32899440.000000 Penalty: 6157.767090
	Iteration 1F: 3 clusters Score -3.289944e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -32902134.000000 Penalty: 6157.767090
	Iteration 2Q: 3 clusters Score -3.290213e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -32906098.000000 Penalty: 6157.767090
	Iteration 3Q: 3 clusters Score -3.29061e+07 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -32912562.000000 Penalty: 6157.767090
	Iteration 4F: 3 clusters Score -3.291256e+07 nChanged 16842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -32923462.000000 Penalty: 6157.767090
	Iteration 5F: 3 clusters Score -3.292346e+07 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186516 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -32937560.000000 Penalty: 6157.767090
	Iteration 6F: 3 clusters Score -3.293756e+07 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -32950616.000000 Penalty: 6157.767090
	Iteration 7F: 3 clusters Score -3.295062e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212739 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -32960556.000000 Penalty: 6157.767090
	Iteration 8F: 3 clusters Score -3.296056e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219123 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -32966258.000000 Penalty: 6157.767090
	Iteration 9Q: 3 clusters Score -3.296626e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223244 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -32968992.000000 Penalty: 6157.767090
	Iteration 10Q: 3 clusters Score -3.296899e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226285 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -32970260.000000 Penalty: 6157.767090
	Iteration 11Q: 3 clusters Score -3.297026e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228662 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -32970936.000000 Penalty: 6157.767090
	Iteration 12Q: 3 clusters Score -3.297094e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230536 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -32971026.000000 Penalty: 6157.767090
	Iteration 13Q: 3 clusters Score -3.297103e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -32971202.000000 Penalty: 6157.767090
	Iteration 14Q: 3 clusters Score -3.29712e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233054 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -32971204.000000 Penalty: 6157.767090
	Iteration 15Q: 3 clusters Score -3.29712e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233891 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -32971014.000000 Penalty: 6157.767090
	Iteration 16Q: 3 clusters Score -3.297101e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234589 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -32970894.000000 Penalty: 6157.767090
	Iteration 17Q: 3 clusters Score -3.297089e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235135 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -32970812.000000 Penalty: 6157.767090
	Iteration 18Q: 3 clusters Score -3.297081e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235584 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -32970756.000000 Penalty: 6157.767090
	Iteration 19Q: 3 clusters Score -3.297076e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235971 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -32970644.000000 Penalty: 6157.767090
	Iteration 20F: 3 clusters Score -3.297064e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236301 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -32970558.000000 Penalty: 6157.767090
	Iteration 21Q: 3 clusters Score -3.297056e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236604 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -32970390.000000 Penalty: 6157.767090
	Iteration 22Q: 3 clusters Score -3.297039e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236868 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -32970278.000000 Penalty: 6157.767090
	Iteration 23Q: 3 clusters Score -3.297028e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237099 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -32970262.000000 Penalty: 6157.767090
	Iteration 24Q: 3 clusters Score -3.297026e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237327 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -32970164.000000 Penalty: 6157.767090
	Iteration 25Q: 3 clusters Score -3.297016e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237499 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -32970128.000000 Penalty: 6157.767090
	Iteration 26Q: 3 clusters Score -3.297013e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237645 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -32970082.000000 Penalty: 6157.767090
	Iteration 27Q: 3 clusters Score -3.297008e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237789 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -32970062.000000 Penalty: 6157.767090
	Iteration 28Q: 3 clusters Score -3.297006e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237913 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -32970048.000000 Penalty: 6157.767090
	Iteration 29Q: 3 clusters Score -3.297005e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238018 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -32970028.000000 Penalty: 6157.767090
	Iteration 30Q: 3 clusters Score -3.297003e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238092 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -32969964.000000 Penalty: 6157.767090
	Iteration 31Q: 3 clusters Score -3.296996e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238154 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -32969916.000000 Penalty: 6157.767090
	Iteration 32Q: 3 clusters Score -3.296992e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238230 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -32969850.000000 Penalty: 6157.767090
	Iteration 33Q: 3 clusters Score -3.296985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238292 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -32969872.000000 Penalty: 6157.767090
	Iteration 34Q: 3 clusters Score -3.296987e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238341 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -32969814.000000 Penalty: 6157.767090
	Iteration 35Q: 3 clusters Score -3.296981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238393 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -32969780.000000 Penalty: 6157.767090
	Iteration 36Q: 3 clusters Score -3.296978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238431 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -32969748.000000 Penalty: 6157.767090
	Iteration 37Q: 3 clusters Score -3.296975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238474 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -32969738.000000 Penalty: 6157.767090
	Iteration 38Q: 3 clusters Score -3.296974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238517 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -32969732.000000 Penalty: 6157.767090
	Iteration 39Q: 3 clusters Score -3.296973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238555 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -32969690.000000 Penalty: 6157.767090
	Iteration 40F: 3 clusters Score -3.296969e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238598 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -32969672.000000 Penalty: 6157.767090
	Iteration 41Q: 3 clusters Score -3.296967e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238634 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -32969684.000000 Penalty: 6157.767090
	Iteration 42Q: 3 clusters Score -3.296968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -32969640.000000 Penalty: 6157.767090
	Iteration 43Q: 3 clusters Score -3.296964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238677 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -32969650.000000 Penalty: 6157.767090
	Iteration 44Q: 3 clusters Score -3.296965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238694 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -32969624.000000 Penalty: 6157.767090
	Iteration 45Q: 3 clusters Score -3.296962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238706 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -32969592.000000 Penalty: 6157.767090
	Iteration 46Q: 3 clusters Score -3.296959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238716 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -32969592.000000 Penalty: 6157.767090
	Iteration 47Q: 3 clusters Score -3.296959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238726 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -32969616.000000 Penalty: 6157.767090
	Iteration 48Q: 3 clusters Score -3.296962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238741 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -32969602.000000 Penalty: 6157.767090
	Iteration 49Q: 3 clusters Score -3.29696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238751 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -32969586.000000 Penalty: 6157.767090
	Iteration 50Q: 3 clusters Score -3.296959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238764 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -32969576.000000 Penalty: 6157.767090
	Iteration 51Q: 3 clusters Score -3.296958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238769 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -32969582.000000 Penalty: 6157.767090
	Iteration 52Q: 3 clusters Score -3.296958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238775 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -32969576.000000 Penalty: 6157.767090
	Iteration 53Q: 3 clusters Score -3.296958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238784 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -32969550.000000 Penalty: 6157.767090
	Iteration 54Q: 3 clusters Score -3.296955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238790 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -32969534.000000 Penalty: 6157.767090
	Iteration 55Q: 3 clusters Score -3.296953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238793 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -32969532.000000 Penalty: 6157.767090
	Iteration 56Q: 3 clusters Score -3.296953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238801 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -32969518.000000 Penalty: 6157.767090
	Iteration 57Q: 3 clusters Score -3.296952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238810 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -32969516.000000 Penalty: 6157.767090
	Iteration 58Q: 3 clusters Score -3.296952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238813 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -32969508.000000 Penalty: 6157.767090
	Iteration 59Q: 3 clusters Score -3.296951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238817 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -32969512.000000 Penalty: 6157.767090
	Iteration 60F: 3 clusters Score -3.296951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238821 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -32969512.000000 Penalty: 6157.767090
	Iteration 61Q: 3 clusters Score -3.296951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238827 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -32969508.000000 Penalty: 6157.767090
	Iteration 62Q: 3 clusters Score -3.296951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238836 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -32969526.000000 Penalty: 6157.767090
	Iteration 63Q: 3 clusters Score -3.296953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -32969510.000000 Penalty: 6157.767090
	Iteration 64Q: 3 clusters Score -3.296951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238858 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -32969516.000000 Penalty: 6157.767090
	Iteration 65Q: 3 clusters Score -3.296952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238869 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -32969480.000000 Penalty: 6157.767090
	Iteration 66Q: 3 clusters Score -3.296948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238874 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -32969488.000000 Penalty: 6157.767090
	Iteration 67Q: 3 clusters Score -3.296949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238882 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -32969476.000000 Penalty: 6157.767090
	Iteration 68Q: 3 clusters Score -3.296948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238889 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -32969506.000000 Penalty: 6157.767090
	Iteration 69Q: 3 clusters Score -3.296951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238893 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -32969492.000000 Penalty: 6157.767090
	Iteration 70Q: 3 clusters Score -3.296949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238898 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -32969496.000000 Penalty: 6157.767090
	Iteration 71Q: 3 clusters Score -3.29695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 72Q: 3 clusters Score -3.296951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238902 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -32969498.000000 Penalty: 6157.767090
	Iteration 73Q: 3 clusters Score -3.29695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -32969496.000000 Penalty: 6157.767090
	Iteration 74Q: 3 clusters Score -3.29695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238902 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -32969528.000000 Penalty: 6157.767090
	Iteration 75Q: 3 clusters Score -3.296953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -32969528.000000 Penalty: 6157.767090
	Iteration 76Q: 3 clusters Score -3.296953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238904 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -32969512.000000 Penalty: 6157.767090
	Iteration 77Q: 3 clusters Score -3.296951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 78Q: 3 clusters Score -3.296951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -32969532.000000 Penalty: 6157.767090
	Iteration 79Q: 3 clusters Score -3.296953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238932 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -32969532.000000 Penalty: 6157.767090
	Iteration 80F: 3 clusters Score -3.296953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238940 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -32969542.000000 Penalty: 6157.767090
	Iteration 81Q: 3 clusters Score -3.296954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238941 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -32969556.000000 Penalty: 6157.767090
	Iteration 82Q: 3 clusters Score -3.296956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238944 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -32969544.000000 Penalty: 6157.767090
	Iteration 83Q: 3 clusters Score -3.296954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238948 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -32969552.000000 Penalty: 6157.767090
	Iteration 84Q: 3 clusters Score -3.296955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238950 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -32969536.000000 Penalty: 6157.767090
	Iteration 85Q: 3 clusters Score -3.296954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238953 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -32969550.000000 Penalty: 6157.767090
	Iteration 86Q: 3 clusters Score -3.296955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238954 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -32969550.000000 Penalty: 6157.767090
	Iteration 87Q: 3 clusters Score -3.296955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238951 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -32969554.000000 Penalty: 6157.767090
	Iteration 88Q: 3 clusters Score -3.296955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238952 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -32969572.000000 Penalty: 6157.767090
	Iteration 89Q: 3 clusters Score -3.296957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238952 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -32969560.000000 Penalty: 6157.767090
	Iteration 90Q: 3 clusters Score -3.296956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238952 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -32969570.000000 Penalty: 6157.767090
	Iteration 91Q: 3 clusters Score -3.296957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238953 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -32969562.000000 Penalty: 6157.767090
	Iteration 92Q: 3 clusters Score -3.296956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238957 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -32969562.000000 Penalty: 6157.767090
	Iteration 93Q: 3 clusters Score -3.296956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238959 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -32969548.000000 Penalty: 6157.767090
	Iteration 94Q: 3 clusters Score -3.296955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238961 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -32969562.000000 Penalty: 6157.767090
	Iteration 95Q: 3 clusters Score -3.296956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238964 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -32969544.000000 Penalty: 6157.767090
	Iteration 96Q: 3 clusters Score -3.296954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238966 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -32969548.000000 Penalty: 6157.767090
	Iteration 97Q: 3 clusters Score -3.296955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238970 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -32969550.000000 Penalty: 6157.767090
	Iteration 98Q: 3 clusters Score -3.296955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238976 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -32969554.000000 Penalty: 6157.767090
	Iteration 99Q: 3 clusters Score -3.296955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -32969552.000000 Penalty: 6157.767090
	Iteration 100F: 3 clusters Score -3.296955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238981 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -32969530.000000 Penalty: 6157.767090
	Iteration 101Q: 3 clusters Score -3.296953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238986 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -32969542.000000 Penalty: 6157.767090
	Iteration 102Q: 3 clusters Score -3.296954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238989 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -32969544.000000 Penalty: 6157.767090
	Iteration 103Q: 3 clusters Score -3.296954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238991 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -32969538.000000 Penalty: 6157.767090
	Iteration 104Q: 3 clusters Score -3.296954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238996 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -32969538.000000 Penalty: 6157.767090
	Iteration 105Q: 3 clusters Score -3.296954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239000 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 106Q: 3 clusters Score -3.296951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239003 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -32969478.000000 Penalty: 6157.767090
	Iteration 107Q: 3 clusters Score -3.296948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239005 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -32969504.000000 Penalty: 6157.767090
	Iteration 108Q: 3 clusters Score -3.29695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239006 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 109Q: 3 clusters Score -3.296952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239012 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -32969486.000000 Penalty: 6157.767090
	Iteration 110Q: 3 clusters Score -3.296949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239019 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -32969512.000000 Penalty: 6157.767090
	Iteration 111Q: 3 clusters Score -3.296951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239022 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -32969500.000000 Penalty: 6157.767090
	Iteration 112Q: 3 clusters Score -3.29695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239025 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -32969506.000000 Penalty: 6157.767090
	Iteration 113Q: 3 clusters Score -3.296951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239021 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -32969496.000000 Penalty: 6157.767090
	Iteration 114Q: 3 clusters Score -3.29695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239026 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -32969498.000000 Penalty: 6157.767090
	Iteration 115Q: 3 clusters Score -3.29695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239031 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 116Q: 3 clusters Score -3.296952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239034 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -32969556.000000 Penalty: 6157.767090
	Iteration 117Q: 3 clusters Score -3.296956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239034 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 118Q: 3 clusters Score -3.296951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239037 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -32969518.000000 Penalty: 6157.767090
	Iteration 119Q: 3 clusters Score -3.296952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239040 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -32969550.000000 Penalty: 6157.767090
	Iteration 120F: 3 clusters Score -3.296955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239044 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -32969544.000000 Penalty: 6157.767090
	Iteration 121Q: 3 clusters Score -3.296954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239054 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -32969532.000000 Penalty: 6157.767090
	Iteration 122Q: 3 clusters Score -3.296953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239065 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 123Q: 3 clusters Score -3.296952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239070 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -32969520.000000 Penalty: 6157.767090
	Iteration 124Q: 3 clusters Score -3.296952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239075 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -32969516.000000 Penalty: 6157.767090
	Iteration 125Q: 3 clusters Score -3.296952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239079 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -32969508.000000 Penalty: 6157.767090
	Iteration 126Q: 3 clusters Score -3.296951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239082 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 127Q: 3 clusters Score -3.296951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239084 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -32969510.000000 Penalty: 6157.767090
	Iteration 128Q: 3 clusters Score -3.296951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239086 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -32969510.000000 Penalty: 6157.767090
	Iteration 129Q: 3 clusters Score -3.296951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239090 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -32969528.000000 Penalty: 6157.767090
	Iteration 130Q: 3 clusters Score -3.296953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239093 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 131Q: 3 clusters Score -3.296952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239096 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -32969506.000000 Penalty: 6157.767090
	Iteration 132Q: 3 clusters Score -3.296951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239103 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -32969506.000000 Penalty: 6157.767090
	Iteration 133Q: 3 clusters Score -3.296951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239103 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -32969512.000000 Penalty: 6157.767090
	Iteration 134Q: 3 clusters Score -3.296951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239102 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -32969510.000000 Penalty: 6157.767090
	Iteration 135Q: 3 clusters Score -3.296951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239103 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 136Q: 3 clusters Score -3.296952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239104 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -32969524.000000 Penalty: 6157.767090
	Iteration 137Q: 3 clusters Score -3.296952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239105 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -32969514.000000 Penalty: 6157.767090
	Iteration 138Q: 3 clusters Score -3.296951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239105 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -32969518.000000 Penalty: 6157.767090
	Iteration 139Q: 3 clusters Score -3.296952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239106 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -32969510.000000 Penalty: 6157.767090
	Iteration 140F: 3 clusters Score -3.296951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239107 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -32969522.000000 Penalty: 6157.767090
	Iteration 141Q: 3 clusters Score -3.296952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239107 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -32969516.000000 Penalty: 6157.767090
	Iteration 142Q: 3 clusters Score -3.296952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239108 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -32969528.000000 Penalty: 6157.767090
	Iteration 143Q: 3 clusters Score -3.296953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239110 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -32969532.000000 Penalty: 6157.767090
	Iteration 144Q: 3 clusters Score -3.296953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239111 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -32969518.000000 Penalty: 6157.767090
	Iteration 145Q: 3 clusters Score -3.296952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239111 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -32969518.000000 Penalty: 6157.767090
	Iteration 146F: 3 clusters Score -3.296952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 239111 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 116619 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 14592 members 
Mstep: Class 27 contains 7324 members 
Entering Unmasked Estep 
Score: -180959984.000000 Penalty: 94784.593750
Splitting cluster 14 changes total score from -180950256.000000 to -180959984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (116619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Entering Unmasked Estep 
Score: -15521038.000000 Penalty: 2893.333740
	Iteration 0F: 2 clusters Score -1.552104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -15443330.000000 Penalty: 5786.667480
	Iteration 0F: 3 clusters Score -1.544333e+07 nChanged 55624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -15475609.000000 Penalty: 5786.667480
	Iteration 1F: 3 clusters Score -1.547561e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -15476843.000000 Penalty: 5786.667480
	Iteration 2Q: 3 clusters Score -1.547684e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -15478619.000000 Penalty: 5786.667480
	Iteration 3Q: 3 clusters Score -1.547862e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -15480982.000000 Penalty: 5786.667480
	Iteration 4Q: 3 clusters Score -1.548098e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -15484202.000000 Penalty: 5786.667480
	Iteration 5F: 3 clusters Score -1.54842e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -15489256.000000 Penalty: 5786.667480
	Iteration 6F: 3 clusters Score -1.548926e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -15496287.000000 Penalty: 5786.667480
	Iteration 7F: 3 clusters Score -1.549629e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -15503599.000000 Penalty: 5786.667480
	Iteration 8F: 3 clusters Score -1.55036e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -15510292.000000 Penalty: 5786.667480
	Iteration 9F: 3 clusters Score -1.551029e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -15515420.000000 Penalty: 5786.667480
	Iteration 10F: 3 clusters Score -1.551542e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -15518860.000000 Penalty: 5786.667480
	Iteration 11Q: 3 clusters Score -1.551886e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -15521495.000000 Penalty: 5786.667480
	Iteration 12Q: 3 clusters Score -1.55215e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -15523958.000000 Penalty: 5786.667480
	Iteration 13Q: 3 clusters Score -1.552396e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -15526405.000000 Penalty: 5786.667480
	Iteration 14Q: 3 clusters Score -1.55264e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -15528347.000000 Penalty: 5786.667480
	Iteration 15Q: 3 clusters Score -1.552835e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -15529169.000000 Penalty: 5786.667480
	Iteration 16Q: 3 clusters Score -1.552917e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -15529532.000000 Penalty: 5786.667480
	Iteration 17Q: 3 clusters Score -1.552953e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -15529618.000000 Penalty: 5786.667480
	Iteration 18Q: 3 clusters Score -1.552962e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -15529639.000000 Penalty: 5786.667480
	Iteration 19Q: 3 clusters Score -1.552964e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -15529673.000000 Penalty: 5786.667480
	Iteration 20F: 3 clusters Score -1.552967e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -15529698.000000 Penalty: 5786.667480
	Iteration 21Q: 3 clusters Score -1.55297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -15529703.000000 Penalty: 5786.667480
	Iteration 22Q: 3 clusters Score -1.55297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -15529690.000000 Penalty: 5786.667480
	Iteration 23Q: 3 clusters Score -1.552969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -15529689.000000 Penalty: 5786.667480
	Iteration 24Q: 3 clusters Score -1.552969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -15529681.000000 Penalty: 5786.667480
	Iteration 25Q: 3 clusters Score -1.552968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -15529677.000000 Penalty: 5786.667480
	Iteration 26Q: 3 clusters Score -1.552968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -15529676.000000 Penalty: 5786.667480
	Iteration 27Q: 3 clusters Score -1.552968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -15529680.000000 Penalty: 5786.667480
	Iteration 28Q: 3 clusters Score -1.552968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -15529680.000000 Penalty: 5786.667480
	Iteration 29Q: 3 clusters Score -1.552968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -15529682.000000 Penalty: 5786.667480
	Iteration 30Q: 3 clusters Score -1.552968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -15529691.000000 Penalty: 5786.667480
	Iteration 31Q: 3 clusters Score -1.552969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -15529687.000000 Penalty: 5786.667480
	Iteration 32Q: 3 clusters Score -1.552969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -15529681.000000 Penalty: 5786.667480
	Iteration 33Q: 3 clusters Score -1.552968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -15529676.000000 Penalty: 5786.667480
	Iteration 34Q: 3 clusters Score -1.552968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -15529681.000000 Penalty: 5786.667480
	Iteration 35Q: 3 clusters Score -1.552968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -15529682.000000 Penalty: 5786.667480
	Iteration 36Q: 3 clusters Score -1.552968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -15529682.000000 Penalty: 5786.667480
	Iteration 37F: 3 clusters Score -1.552968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 239111 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 14592 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 108542 members 
Entering Unmasked Estep 
Score: -180967072.000000 Penalty: 98295.132812
Splitting cluster 16 changes total score from -180950256.000000 to -180967072.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (221329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221329 members 
Entering Unmasked Estep 
Score: -29524204.000000 Penalty: 3052.236572
	Iteration 0F: 2 clusters Score -2.95242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -29403736.000000 Penalty: 6104.473145
	Iteration 0F: 3 clusters Score -2.940374e+07 nChanged 106718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -29465576.000000 Penalty: 6104.473145
	Iteration 1F: 3 clusters Score -2.946558e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -29466332.000000 Penalty: 6104.473145
	Iteration 2Q: 3 clusters Score -2.946633e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 115124 members 
Entering Unmasked Estep 
Score: -29467186.000000 Penalty: 6104.473145
	Iteration 3Q: 3 clusters Score -2.946719e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -29468058.000000 Penalty: 6104.473145
	Iteration 4Q: 3 clusters Score -2.946806e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 120016 members 
Entering Unmasked Estep 
Score: -29469572.000000 Penalty: 6104.473145
	Iteration 5Q: 3 clusters Score -2.946957e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -29471624.000000 Penalty: 6104.473145
	Iteration 6Q: 3 clusters Score -2.947162e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -29475184.000000 Penalty: 6104.473145
	Iteration 7Q: 3 clusters Score -2.947518e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -29480530.000000 Penalty: 6104.473145
	Iteration 8F: 3 clusters Score -2.948053e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -29488830.000000 Penalty: 6104.473145
	Iteration 9F: 3 clusters Score -2.948883e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -29498984.000000 Penalty: 6104.473145
	Iteration 10F: 3 clusters Score -2.949898e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -29509206.000000 Penalty: 6104.473145
	Iteration 11F: 3 clusters Score -2.950921e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -29515976.000000 Penalty: 6104.473145
	Iteration 12F: 3 clusters Score -2.951598e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -29518716.000000 Penalty: 6104.473145
	Iteration 13Q: 3 clusters Score -2.951872e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 164158 members 
Entering Unmasked Estep 
Score: -29519572.000000 Penalty: 6104.473145
	Iteration 14Q: 3 clusters Score -2.951957e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 163810 members 
Entering Unmasked Estep 
Score: -29520306.000000 Penalty: 6104.473145
	Iteration 15Q: 3 clusters Score -2.952031e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -29521016.000000 Penalty: 6104.473145
	Iteration 16Q: 3 clusters Score -2.952102e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 163143 members 
Entering Unmasked Estep 
Score: -29521754.000000 Penalty: 6104.473145
	Iteration 17Q: 3 clusters Score -2.952175e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -29522312.000000 Penalty: 6104.473145
	Iteration 18Q: 3 clusters Score -2.952231e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -29522906.000000 Penalty: 6104.473145
	Iteration 19Q: 3 clusters Score -2.952291e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 162148 members 
Entering Unmasked Estep 
Score: -29523538.000000 Penalty: 6104.473145
	Iteration 20F: 3 clusters Score -2.952354e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -29524346.000000 Penalty: 6104.473145
	Iteration 21Q: 3 clusters Score -2.952435e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -29525272.000000 Penalty: 6104.473145
	Iteration 22Q: 3 clusters Score -2.952527e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -29526094.000000 Penalty: 6104.473145
	Iteration 23Q: 3 clusters Score -2.952609e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -29526850.000000 Penalty: 6104.473145
	Iteration 24Q: 3 clusters Score -2.952685e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -29527526.000000 Penalty: 6104.473145
	Iteration 25Q: 3 clusters Score -2.952753e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -29528280.000000 Penalty: 6104.473145
	Iteration 26Q: 3 clusters Score -2.952828e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 160281 members 
Entering Unmasked Estep 
Score: -29529010.000000 Penalty: 6104.473145
	Iteration 27Q: 3 clusters Score -2.952901e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 160095 members 
Entering Unmasked Estep 
Score: -29529802.000000 Penalty: 6104.473145
	Iteration 28Q: 3 clusters Score -2.95298e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -29530274.000000 Penalty: 6104.473145
	Iteration 29Q: 3 clusters Score -2.953027e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -29530890.000000 Penalty: 6104.473145
	Iteration 30Q: 3 clusters Score -2.953089e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 159677 members 
Entering Unmasked Estep 
Score: -29531468.000000 Penalty: 6104.473145
	Iteration 31Q: 3 clusters Score -2.953147e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -29531838.000000 Penalty: 6104.473145
	Iteration 32Q: 3 clusters Score -2.953184e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -29532102.000000 Penalty: 6104.473145
	Iteration 33Q: 3 clusters Score -2.95321e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 159240 members 
Entering Unmasked Estep 
Score: -29532390.000000 Penalty: 6104.473145
	Iteration 34Q: 3 clusters Score -2.953239e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -29532568.000000 Penalty: 6104.473145
	Iteration 35Q: 3 clusters Score -2.953257e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 159017 members 
Entering Unmasked Estep 
Score: -29532748.000000 Penalty: 6104.473145
	Iteration 36Q: 3 clusters Score -2.953275e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 158875 members 
Entering Unmasked Estep 
Score: -29532858.000000 Penalty: 6104.473145
	Iteration 37Q: 3 clusters Score -2.953286e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 158760 members 
Entering Unmasked Estep 
Score: -29532930.000000 Penalty: 6104.473145
	Iteration 38Q: 3 clusters Score -2.953293e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -29532926.000000 Penalty: 6104.473145
	Iteration 39Q: 3 clusters Score -2.953293e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -29532946.000000 Penalty: 6104.473145
	Iteration 40F: 3 clusters Score -2.953295e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -29532966.000000 Penalty: 6104.473145
	Iteration 41Q: 3 clusters Score -2.953297e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -29532994.000000 Penalty: 6104.473145
	Iteration 42Q: 3 clusters Score -2.953299e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -29533000.000000 Penalty: 6104.473145
	Iteration 43Q: 3 clusters Score -2.9533e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -29533072.000000 Penalty: 6104.473145
	Iteration 44Q: 3 clusters Score -2.953307e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -29533132.000000 Penalty: 6104.473145
	Iteration 45Q: 3 clusters Score -2.953313e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -29533170.000000 Penalty: 6104.473145
	Iteration 46Q: 3 clusters Score -2.953317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -29533190.000000 Penalty: 6104.473145
	Iteration 47Q: 3 clusters Score -2.953319e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -29533220.000000 Penalty: 6104.473145
	Iteration 48Q: 3 clusters Score -2.953322e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -29533184.000000 Penalty: 6104.473145
	Iteration 49Q: 3 clusters Score -2.953318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 157908 members 
Entering Unmasked Estep 
Score: -29533192.000000 Penalty: 6104.473145
	Iteration 50Q: 3 clusters Score -2.953319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -29533220.000000 Penalty: 6104.473145
	Iteration 51Q: 3 clusters Score -2.953322e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -29533236.000000 Penalty: 6104.473145
	Iteration 52Q: 3 clusters Score -2.953324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -29533268.000000 Penalty: 6104.473145
	Iteration 53Q: 3 clusters Score -2.953327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -29533282.000000 Penalty: 6104.473145
	Iteration 54Q: 3 clusters Score -2.953328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -29533278.000000 Penalty: 6104.473145
	Iteration 55Q: 3 clusters Score -2.953328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -29533342.000000 Penalty: 6104.473145
	Iteration 56Q: 3 clusters Score -2.953334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 157648 members 
Entering Unmasked Estep 
Score: -29533334.000000 Penalty: 6104.473145
	Iteration 57Q: 3 clusters Score -2.953333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 157628 members 
Entering Unmasked Estep 
Score: -29533352.000000 Penalty: 6104.473145
	Iteration 58Q: 3 clusters Score -2.953335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -29533346.000000 Penalty: 6104.473145
	Iteration 59Q: 3 clusters Score -2.953335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -29533356.000000 Penalty: 6104.473145
	Iteration 60F: 3 clusters Score -2.953336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 157573 members 
Entering Unmasked Estep 
Score: -29533350.000000 Penalty: 6104.473145
	Iteration 61Q: 3 clusters Score -2.953335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -29533354.000000 Penalty: 6104.473145
	Iteration 62Q: 3 clusters Score -2.953335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -29533376.000000 Penalty: 6104.473145
	Iteration 63Q: 3 clusters Score -2.953338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -29533382.000000 Penalty: 6104.473145
	Iteration 64Q: 3 clusters Score -2.953338e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -29533408.000000 Penalty: 6104.473145
	Iteration 65Q: 3 clusters Score -2.953341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -29533440.000000 Penalty: 6104.473145
	Iteration 66Q: 3 clusters Score -2.953344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -29533422.000000 Penalty: 6104.473145
	Iteration 67Q: 3 clusters Score -2.953342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 157452 members 
Entering Unmasked Estep 
Score: -29533428.000000 Penalty: 6104.473145
	Iteration 68Q: 3 clusters Score -2.953343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -29533432.000000 Penalty: 6104.473145
	Iteration 69Q: 3 clusters Score -2.953343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -29533424.000000 Penalty: 6104.473145
	Iteration 70Q: 3 clusters Score -2.953342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -29533428.000000 Penalty: 6104.473145
	Iteration 71Q: 3 clusters Score -2.953343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -29533416.000000 Penalty: 6104.473145
	Iteration 72Q: 3 clusters Score -2.953342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 157361 members 
Entering Unmasked Estep 
Score: -29533402.000000 Penalty: 6104.473145
	Iteration 73Q: 3 clusters Score -2.95334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 157357 members 
Entering Unmasked Estep 
Score: -29533404.000000 Penalty: 6104.473145
	Iteration 74Q: 3 clusters Score -2.95334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -29533424.000000 Penalty: 6104.473145
	Iteration 75Q: 3 clusters Score -2.953342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -29533416.000000 Penalty: 6104.473145
	Iteration 76Q: 3 clusters Score -2.953342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -29533418.000000 Penalty: 6104.473145
	Iteration 77Q: 3 clusters Score -2.953342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 157336 members 
Entering Unmasked Estep 
Score: -29533404.000000 Penalty: 6104.473145
	Iteration 78Q: 3 clusters Score -2.95334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -29533408.000000 Penalty: 6104.473145
	Iteration 79Q: 3 clusters Score -2.953341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 157326 members 
Entering Unmasked Estep 
Score: -29533418.000000 Penalty: 6104.473145
	Iteration 80F: 3 clusters Score -2.953342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 157323 members 
Entering Unmasked Estep 
Score: -29533414.000000 Penalty: 6104.473145
	Iteration 81Q: 3 clusters Score -2.953341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 157319 members 
Entering Unmasked Estep 
Score: -29533420.000000 Penalty: 6104.473145
	Iteration 82Q: 3 clusters Score -2.953342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 157317 members 
Entering Unmasked Estep 
Score: -29533416.000000 Penalty: 6104.473145
	Iteration 83Q: 3 clusters Score -2.953342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -29533424.000000 Penalty: 6104.473145
	Iteration 84Q: 3 clusters Score -2.953342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -29533420.000000 Penalty: 6104.473145
	Iteration 85Q: 3 clusters Score -2.953342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -29533430.000000 Penalty: 6104.473145
	Iteration 86Q: 3 clusters Score -2.953343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -29533416.000000 Penalty: 6104.473145
	Iteration 87Q: 3 clusters Score -2.953342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -29533414.000000 Penalty: 6104.473145
	Iteration 88Q: 3 clusters Score -2.953341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -29533422.000000 Penalty: 6104.473145
	Iteration 89Q: 3 clusters Score -2.953342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -29533422.000000 Penalty: 6104.473145
	Iteration 90F: 3 clusters Score -2.953342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 239111 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 64027 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 163465 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 14592 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 108542 members 
Mstep: Class 29 contains 157302 members 
Entering Unmasked Estep 
Score: -180979984.000000 Penalty: 101805.671875
Splitting cluster 17 changes total score from -180950256.000000 to -180979984.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (125372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Entering Unmasked Estep 
Score: -16515432.000000 Penalty: 2911.281982
	Iteration 0F: 2 clusters Score -1.651543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -16432116.000000 Penalty: 5822.563965
	Iteration 0F: 3 clusters Score -1.643212e+07 nChanged 59441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -16466230.000000 Penalty: 5822.563965
	Iteration 1F: 3 clusters Score -1.646623e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -16467208.000000 Penalty: 5822.563965
	Iteration 2Q: 3 clusters Score -1.646721e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -16468416.000000 Penalty: 5822.563965
	Iteration 3Q: 3 clusters Score -1.646842e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -16470303.000000 Penalty: 5822.563965
	Iteration 4Q: 3 clusters Score -1.64703e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -16472791.000000 Penalty: 5822.563965
	Iteration 5Q: 3 clusters Score -1.647279e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -16476064.000000 Penalty: 5822.563965
	Iteration 6F: 3 clusters Score -1.647606e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -16480133.000000 Penalty: 5822.563965
	Iteration 7F: 3 clusters Score -1.648013e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -16484846.000000 Penalty: 5822.563965
	Iteration 8F: 3 clusters Score -1.648485e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -16490442.000000 Penalty: 5822.563965
	Iteration 9F: 3 clusters Score -1.649044e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -16496767.000000 Penalty: 5822.563965
	Iteration 10F: 3 clusters Score -1.649677e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 114564 members 
Entering Unmasked Estep 
Score: -16503202.000000 Penalty: 5822.563965
	Iteration 11F: 3 clusters Score -1.65032e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -16508139.000000 Penalty: 5822.563965
	Iteration 12Q: 3 clusters Score -1.650814e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -16510901.000000 Penalty: 5822.563965
	Iteration 13Q: 3 clusters Score -1.65109e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -16512024.000000 Penalty: 5822.563965
	Iteration 14Q: 3 clusters Score -1.651202e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -16512515.000000 Penalty: 5822.563965
	Iteration 15Q: 3 clusters Score -1.651252e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -16512725.000000 Penalty: 5822.563965
	Iteration 16Q: 3 clusters Score -1.651272e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -16512810.000000 Penalty: 5822.563965
	Iteration 17Q: 3 clusters Score -1.651281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -16512871.000000 Penalty: 5822.563965
	Iteration 18Q: 3 clusters Score -1.651287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -16512924.000000 Penalty: 5822.563965
	Iteration 19Q: 3 clusters Score -1.651292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -16512949.000000 Penalty: 5822.563965
	Iteration 20F: 3 clusters Score -1.651295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -16512965.000000 Penalty: 5822.563965
	Iteration 21Q: 3 clusters Score -1.651296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 124987 members 
Entering Unmasked Estep 
Score: -16512987.000000 Penalty: 5822.563965
	Iteration 22Q: 3 clusters Score -1.651299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -16512989.000000 Penalty: 5822.563965
	Iteration 23Q: 3 clusters Score -1.651299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -16512994.000000 Penalty: 5822.563965
	Iteration 24Q: 3 clusters Score -1.651299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -16512993.000000 Penalty: 5822.563965
	Iteration 25Q: 3 clusters Score -1.651299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -16512993.000000 Penalty: 5822.563965
	Iteration 26F: 3 clusters Score -1.651299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Entering Unmasked Estep 
Score: -20355288.000000 Penalty: 2977.079834
	Iteration 0F: 2 clusters Score -2.035529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -20246682.000000 Penalty: 5954.159668
	Iteration 0F: 3 clusters Score -2.024668e+07 nChanged 78380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -20294892.000000 Penalty: 5954.159668
	Iteration 1F: 3 clusters Score -2.029489e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -20298134.000000 Penalty: 5954.159668
	Iteration 2Q: 3 clusters Score -2.029813e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -20301984.000000 Penalty: 5954.159668
	Iteration 3Q: 3 clusters Score -2.030198e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -20306240.000000 Penalty: 5954.159668
	Iteration 4F: 3 clusters Score -2.030624e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -20310030.000000 Penalty: 5954.159668
	Iteration 5F: 3 clusters Score -2.031003e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -20313808.000000 Penalty: 5954.159668
	Iteration 6F: 3 clusters Score -2.031381e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -20318214.000000 Penalty: 5954.159668
	Iteration 7F: 3 clusters Score -2.031821e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -20322852.000000 Penalty: 5954.159668
	Iteration 8F: 3 clusters Score -2.032285e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -20328188.000000 Penalty: 5954.159668
	Iteration 9F: 3 clusters Score -2.032819e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -20333420.000000 Penalty: 5954.159668
	Iteration 10Q: 3 clusters Score -2.033342e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -20337924.000000 Penalty: 5954.159668
	Iteration 11Q: 3 clusters Score -2.033792e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -20342204.000000 Penalty: 5954.159668
	Iteration 12Q: 3 clusters Score -2.03422e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -20345988.000000 Penalty: 5954.159668
	Iteration 13Q: 3 clusters Score -2.034599e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -20349076.000000 Penalty: 5954.159668
	Iteration 14Q: 3 clusters Score -2.034908e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -20351698.000000 Penalty: 5954.159668
	Iteration 15Q: 3 clusters Score -2.03517e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -20353620.000000 Penalty: 5954.159668
	Iteration 16Q: 3 clusters Score -2.035362e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -20354974.000000 Penalty: 5954.159668
	Iteration 17Q: 3 clusters Score -2.035497e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -20355948.000000 Penalty: 5954.159668
	Iteration 18Q: 3 clusters Score -2.035595e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -20356542.000000 Penalty: 5954.159668
	Iteration 19Q: 3 clusters Score -2.035654e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -20356952.000000 Penalty: 5954.159668
	Iteration 20F: 3 clusters Score -2.035695e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -20357352.000000 Penalty: 5954.159668
	Iteration 21Q: 3 clusters Score -2.035735e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -20357642.000000 Penalty: 5954.159668
	Iteration 22Q: 3 clusters Score -2.035764e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20357968.000000 Penalty: 5954.159668
	Iteration 23Q: 3 clusters Score -2.035797e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -20358324.000000 Penalty: 5954.159668
	Iteration 24Q: 3 clusters Score -2.035832e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -20358626.000000 Penalty: 5954.159668
	Iteration 25Q: 3 clusters Score -2.035863e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -20358742.000000 Penalty: 5954.159668
	Iteration 26Q: 3 clusters Score -2.035874e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20358744.000000 Penalty: 5954.159668
	Iteration 27Q: 3 clusters Score -2.035874e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160366 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20358754.000000 Penalty: 5954.159668
	Iteration 28Q: 3 clusters Score -2.035875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -20358744.000000 Penalty: 5954.159668
	Iteration 29Q: 3 clusters Score -2.035874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20358730.000000 Penalty: 5954.159668
	Iteration 30Q: 3 clusters Score -2.035873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20358738.000000 Penalty: 5954.159668
	Iteration 31Q: 3 clusters Score -2.035874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20358736.000000 Penalty: 5954.159668
	Iteration 32Q: 3 clusters Score -2.035874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20358742.000000 Penalty: 5954.159668
	Iteration 33Q: 3 clusters Score -2.035874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -20358752.000000 Penalty: 5954.159668
	Iteration 34Q: 3 clusters Score -2.035875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20358736.000000 Penalty: 5954.159668
	Iteration 35Q: 3 clusters Score -2.035874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20358732.000000 Penalty: 5954.159668
	Iteration 36Q: 3 clusters Score -2.035873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20358732.000000 Penalty: 5954.159668
	Iteration 37F: 3 clusters Score -2.035873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 239111 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 64027 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 160405 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 169784 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 14592 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 108542 members 
Mstep: Class 29 contains 157302 members 
Mstep: Class 30 contains 3060 members 
Entering Unmasked Estep 
Score: -180983728.000000 Penalty: 105316.210938
Splitting cluster 19 changes total score from -180950256.000000 to -180983728.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 83125 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 239111 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 64027 members 
Mstep: Class 18 contains 125372 members 
Mstep: Class 19 contains 160405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181002160.000000 Penalty: 105316.210938
Iteration 39Q: 31 clusters Score -1.810022e+08 nChanged 41289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 13764 members 
Mstep: Class 5 contains 81903 members 
Mstep: Class 6 contains 23953 members 
Mstep: Class 7 contains 23936 members 
Mstep: Class 8 contains 21917 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81398 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 243436 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 64375 members 
Mstep: Class 18 contains 126262 members 
Mstep: Class 19 contains 163852 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 162256 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 426 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 105495 members 
Mstep: Class 29 contains 156553 members 
Mstep: Class 30 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181019712.000000 Penalty: 105316.210938
Iteration 40F: 31 clusters Score -1.810197e+08 nChanged 36152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 13566 members 
Mstep: Class 5 contains 79740 members 
Mstep: Class 6 contains 25152 members 
Mstep: Class 7 contains 23429 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 81138 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 14 contains 240115 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 9486 members 
Mstep: Class 17 contains 64536 members 
Mstep: Class 18 contains 126186 members 
Mstep: Class 19 contains 160148 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 7639 members 
Mstep: Class 23 contains 160612 members 
Mstep: Class 24 contains 4899 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14611 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 105306 members 
Mstep: Class 29 contains 163667 members 
Mstep: Class 30 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029088.000000 Penalty: 105316.210938
Iteration 41Q: 31 clusters Score -1.810291e+08 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 1964 members 
Mstep: Class 4 contains 13493 members 
Mstep: Class 5 contains 78035 members 
Mstep: Class 6 contains 26218 members 
Mstep: Class 7 contains 23113 members 
Mstep: Class 8 contains 22136 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 81046 members 
Mstep: Class 11 contains 11715 members 
Mstep: Class 12 contains 13836 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 237991 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 10110 members 
Mstep: Class 17 contains 65558 members 
Mstep: Class 18 contains 126265 members 
Mstep: Class 19 contains 157320 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 8553 members 
Mstep: Class 23 contains 159256 members 
Mstep: Class 24 contains 5108 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 14814 members 
Mstep: Class 27 contains 9207 members 
Mstep: Class 28 contains 104734 members 
Mstep: Class 29 contains 168277 members 
Mstep: Class 30 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181032992.000000 Penalty: 105316.210938
Iteration 42Q: 31 clusters Score -1.81033e+08 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 13461 members 
Mstep: Class 5 contains 76641 members 
Mstep: Class 6 contains 27190 members 
Mstep: Class 7 contains 22828 members 
Mstep: Class 8 contains 22214 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 81023 members 
Mstep: Class 11 contains 11838 members 
Mstep: Class 12 contains 13341 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 236371 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 66686 members 
Mstep: Class 18 contains 126428 members 
Mstep: Class 19 contains 155051 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 9356 members 
Mstep: Class 23 contains 157860 members 
Mstep: Class 24 contains 5238 members 
Mstep: Class 25 contains 445 members 
Mstep: Class 26 contains 15073 members 
Mstep: Class 27 contains 9911 members 
Mstep: Class 28 contains 104090 members 
Mstep: Class 29 contains 171895 members 
Mstep: Class 30 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034768.000000 Penalty: 105316.210938
Iteration 43Q: 31 clusters Score -1.810348e+08 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 13445 members 
Mstep: Class 5 contains 75349 members 
Mstep: Class 6 contains 28080 members 
Mstep: Class 7 contains 22577 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 81047 members 
Mstep: Class 11 contains 11831 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 13 contains 12239 members 
Mstep: Class 14 contains 235181 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 67788 members 
Mstep: Class 18 contains 126588 members 
Mstep: Class 19 contains 153199 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 156521 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 15372 members 
Mstep: Class 27 contains 10554 members 
Mstep: Class 28 contains 103505 members 
Mstep: Class 29 contains 174676 members 
Mstep: Class 30 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181036464.000000 Penalty: 105316.210938
Iteration 44Q: 31 clusters Score -1.810365e+08 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 74223 members 
Mstep: Class 6 contains 28895 members 
Mstep: Class 7 contains 22348 members 
Mstep: Class 8 contains 22384 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 81155 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 12414 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 234341 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 11450 members 
Mstep: Class 17 contains 68760 members 
Mstep: Class 18 contains 126741 members 
Mstep: Class 19 contains 151549 members 
Mstep: Class 20 contains 2261 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 10659 members 
Mstep: Class 23 contains 155358 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 15653 members 
Mstep: Class 27 contains 11186 members 
Mstep: Class 28 contains 103018 members 
Mstep: Class 29 contains 176804 members 
Mstep: Class 30 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181038144.000000 Penalty: 105316.210938
Iteration 45Q: 31 clusters Score -1.810381e+08 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 73233 members 
Mstep: Class 6 contains 29738 members 
Mstep: Class 7 contains 22150 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81283 members 
Mstep: Class 11 contains 11656 members 
Mstep: Class 12 contains 12087 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 233649 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 69661 members 
Mstep: Class 18 contains 126862 members 
Mstep: Class 19 contains 150119 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 154288 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 15982 members 
Mstep: Class 27 contains 11794 members 
Mstep: Class 28 contains 102587 members 
Mstep: Class 29 contains 178331 members 
Mstep: Class 30 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181038800.000000 Penalty: 105316.210938
Iteration 46Q: 31 clusters Score -1.810388e+08 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 13442 members 
Mstep: Class 5 contains 72286 members 
Mstep: Class 6 contains 30564 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 22494 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81396 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 233143 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 12078 members 
Mstep: Class 17 contains 70529 members 
Mstep: Class 18 contains 126964 members 
Mstep: Class 19 contains 148903 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 4227 members 
Mstep: Class 22 contains 11681 members 
Mstep: Class 23 contains 153266 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 16325 members 
Mstep: Class 27 contains 12330 members 
Mstep: Class 28 contains 102212 members 
Mstep: Class 29 contains 179402 members 
Mstep: Class 30 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181038832.000000 Penalty: 105316.210938
Iteration 47Q: 31 clusters Score -1.810388e+08 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 13437 members 
Mstep: Class 5 contains 71404 members 
Mstep: Class 6 contains 31347 members 
Mstep: Class 7 contains 21872 members 
Mstep: Class 8 contains 22538 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81512 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 11549 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 232713 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 12331 members 
Mstep: Class 17 contains 71348 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 147874 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 12198 members 
Mstep: Class 23 contains 152326 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 16677 members 
Mstep: Class 27 contains 12789 members 
Mstep: Class 28 contains 101916 members 
Mstep: Class 29 contains 180151 members 
Mstep: Class 30 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181040096.000000 Penalty: 105316.210938
Iteration 48Q: 31 clusters Score -1.810401e+08 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 70633 members 
Mstep: Class 6 contains 32150 members 
Mstep: Class 7 contains 21774 members 
Mstep: Class 8 contains 22591 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81645 members 
Mstep: Class 11 contains 11181 members 
Mstep: Class 12 contains 11303 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 232319 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 12563 members 
Mstep: Class 17 contains 72092 members 
Mstep: Class 18 contains 127088 members 
Mstep: Class 19 contains 146924 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4236 members 
Mstep: Class 22 contains 12650 members 
Mstep: Class 23 contains 151431 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 17014 members 
Mstep: Class 27 contains 13221 members 
Mstep: Class 28 contains 101647 members 
Mstep: Class 29 contains 180710 members 
Mstep: Class 30 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041184.000000 Penalty: 105316.210938
Iteration 49Q: 31 clusters Score -1.810412e+08 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 69946 members 
Mstep: Class 6 contains 32959 members 
Mstep: Class 7 contains 21697 members 
Mstep: Class 8 contains 22645 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81759 members 
Mstep: Class 11 contains 10987 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 232012 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 12769 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 127124 members 
Mstep: Class 19 contains 146066 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 13078 members 
Mstep: Class 23 contains 150584 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 17340 members 
Mstep: Class 27 contains 13685 members 
Mstep: Class 28 contains 101421 members 
Mstep: Class 29 contains 181046 members 
Mstep: Class 30 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041968.000000 Penalty: 105316.210938
Iteration 50Q: 31 clusters Score -1.81042e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 13382 members 
Mstep: Class 5 contains 69401 members 
Mstep: Class 6 contains 33795 members 
Mstep: Class 7 contains 21619 members 
Mstep: Class 8 contains 22692 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81846 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 12555 members 
Mstep: Class 14 contains 231692 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 12959 members 
Mstep: Class 17 contains 73286 members 
Mstep: Class 18 contains 127159 members 
Mstep: Class 19 contains 145361 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 149837 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 17622 members 
Mstep: Class 27 contains 14077 members 
Mstep: Class 28 contains 101225 members 
Mstep: Class 29 contains 181230 members 
Mstep: Class 30 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041936.000000 Penalty: 105316.210938
Iteration 51Q: 31 clusters Score -1.810419e+08 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 13386 members 
Mstep: Class 5 contains 68900 members 
Mstep: Class 6 contains 34540 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 81937 members 
Mstep: Class 11 contains 10639 members 
Mstep: Class 12 contains 10622 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 231466 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 73749 members 
Mstep: Class 18 contains 127197 members 
Mstep: Class 19 contains 144668 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 13823 members 
Mstep: Class 23 contains 149187 members 
Mstep: Class 24 contains 5626 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 14448 members 
Mstep: Class 28 contains 101028 members 
Mstep: Class 29 contains 181393 members 
Mstep: Class 30 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181042256.000000 Penalty: 105316.210938
Iteration 52Q: 31 clusters Score -1.810423e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 68459 members 
Mstep: Class 6 contains 35194 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 22761 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 12659 members 
Mstep: Class 14 contains 231294 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 13290 members 
Mstep: Class 17 contains 74198 members 
Mstep: Class 18 contains 127221 members 
Mstep: Class 19 contains 144090 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 14117 members 
Mstep: Class 23 contains 148679 members 
Mstep: Class 24 contains 5641 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 18088 members 
Mstep: Class 27 contains 14769 members 
Mstep: Class 28 contains 100844 members 
Mstep: Class 29 contains 181407 members 
Mstep: Class 30 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181042416.000000 Penalty: 105316.210938
Iteration 53Q: 31 clusters Score -1.810424e+08 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 68072 members 
Mstep: Class 6 contains 35757 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 22791 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82116 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 10281 members 
Mstep: Class 13 contains 12705 members 
Mstep: Class 14 contains 231156 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 74609 members 
Mstep: Class 18 contains 127251 members 
Mstep: Class 19 contains 143580 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 14403 members 
Mstep: Class 23 contains 148234 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 15028 members 
Mstep: Class 28 contains 100663 members 
Mstep: Class 29 contains 181377 members 
Mstep: Class 30 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181043328.000000 Penalty: 105316.210938
Iteration 54Q: 31 clusters Score -1.810433e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 67730 members 
Mstep: Class 6 contains 36241 members 
Mstep: Class 7 contains 21367 members 
Mstep: Class 8 contains 22807 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82209 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 10167 members 
Mstep: Class 13 contains 12755 members 
Mstep: Class 14 contains 231033 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 75054 members 
Mstep: Class 18 contains 127276 members 
Mstep: Class 19 contains 143058 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 14660 members 
Mstep: Class 23 contains 147822 members 
Mstep: Class 24 contains 5670 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18449 members 
Mstep: Class 27 contains 15273 members 
Mstep: Class 28 contains 100502 members 
Mstep: Class 29 contains 181313 members 
Mstep: Class 30 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181044352.000000 Penalty: 105316.210938
Iteration 55Q: 31 clusters Score -1.810444e+08 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 13345 members 
Mstep: Class 5 contains 67441 members 
Mstep: Class 6 contains 36722 members 
Mstep: Class 7 contains 21321 members 
Mstep: Class 8 contains 22847 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82269 members 
Mstep: Class 11 contains 10203 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 12800 members 
Mstep: Class 14 contains 230952 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 13704 members 
Mstep: Class 17 contains 75488 members 
Mstep: Class 18 contains 127306 members 
Mstep: Class 19 contains 142532 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 14887 members 
Mstep: Class 23 contains 147467 members 
Mstep: Class 24 contains 5677 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18584 members 
Mstep: Class 27 contains 15491 members 
Mstep: Class 28 contains 100306 members 
Mstep: Class 29 contains 181213 members 
Mstep: Class 30 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181045200.000000 Penalty: 105316.210938
Iteration 56Q: 31 clusters Score -1.810452e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 13343 members 
Mstep: Class 5 contains 67198 members 
Mstep: Class 6 contains 37165 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 22873 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82317 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 12840 members 
Mstep: Class 14 contains 230905 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 16 contains 13842 members 
Mstep: Class 17 contains 75936 members 
Mstep: Class 18 contains 127333 members 
Mstep: Class 19 contains 142054 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 147184 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18694 members 
Mstep: Class 27 contains 15689 members 
Mstep: Class 28 contains 100095 members 
Mstep: Class 29 contains 181021 members 
Mstep: Class 30 contains 4409 members 
Entering Unmasked Estep 
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Score: -181045088.000000 Penalty: 105316.210938
Iteration 57Q: 31 clusters Score -1.810451e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 67000 members 
Mstep: Class 6 contains 37519 members 
Mstep: Class 7 contains 21246 members 
Mstep: Class 8 contains 22906 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82373 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 9829 members 
Mstep: Class 13 contains 12871 members 
Mstep: Class 14 contains 230806 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 13959 members 
Mstep: Class 17 contains 76362 members 
Mstep: Class 18 contains 127354 members 
Mstep: Class 19 contains 141685 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 15293 members 
Mstep: Class 23 contains 146968 members 
Mstep: Class 24 contains 5690 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18789 members 
Mstep: Class 27 contains 15853 members 
Mstep: Class 28 contains 99894 members 
Mstep: Class 29 contains 180820 members 
Mstep: Class 30 contains 4421 members 
Entering Unmasked Estep 
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Score: -181045216.000000 Penalty: 105316.210938
Iteration 58Q: 31 clusters Score -1.810452e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 66810 members 
Mstep: Class 6 contains 37802 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 22918 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82409 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 12923 members 
Mstep: Class 14 contains 230760 members 
Mstep: Class 15 contains 1542 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 76800 members 
Mstep: Class 18 contains 127381 members 
Mstep: Class 19 contains 141345 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 15491 members 
Mstep: Class 23 contains 146815 members 
Mstep: Class 24 contains 5692 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18888 members 
Mstep: Class 27 contains 16015 members 
Mstep: Class 28 contains 99706 members 
Mstep: Class 29 contains 180578 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.810459e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 13329 members 
Mstep: Class 5 contains 66611 members 
Mstep: Class 6 contains 38044 members 
Mstep: Class 7 contains 21168 members 
Mstep: Class 8 contains 22946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82433 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 9588 members 
Mstep: Class 13 contains 12973 members 
Mstep: Class 14 contains 230748 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 77257 members 
Mstep: Class 18 contains 127409 members 
Mstep: Class 19 contains 141047 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4322 members 
Mstep: Class 22 contains 15671 members 
Mstep: Class 23 contains 146639 members 
Mstep: Class 24 contains 5700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 18971 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 99520 members 
Mstep: Class 29 contains 180326 members 
Mstep: Class 30 contains 4430 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.810469e+08 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 13320 members 
Mstep: Class 5 contains 66436 members 
Mstep: Class 6 contains 38764 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 22969 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82448 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 12998 members 
Mstep: Class 14 contains 230734 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 17 contains 77732 members 
Mstep: Class 18 contains 127414 members 
Mstep: Class 19 contains 140770 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 4363 members 
Mstep: Class 22 contains 15834 members 
Mstep: Class 23 contains 146024 members 
Mstep: Class 24 contains 5701 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19036 members 
Mstep: Class 27 contains 16296 members 
Mstep: Class 28 contains 99353 members 
Mstep: Class 29 contains 179992 members 
Mstep: Class 30 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047776.000000 Penalty: 105316.210938
Iteration 61Q: 31 clusters Score -1.810478e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 1927 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 66270 members 
Mstep: Class 6 contains 39498 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82466 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 230737 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 14347 members 
Mstep: Class 17 contains 78182 members 
Mstep: Class 18 contains 127418 members 
Mstep: Class 19 contains 140435 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 15982 members 
Mstep: Class 23 contains 145379 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19102 members 
Mstep: Class 27 contains 16437 members 
Mstep: Class 28 contains 99226 members 
Mstep: Class 29 contains 179676 members 
Mstep: Class 30 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048112.000000 Penalty: 105316.210938
Iteration 62Q: 31 clusters Score -1.810481e+08 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 66116 members 
Mstep: Class 6 contains 40191 members 
Mstep: Class 7 contains 21113 members 
Mstep: Class 8 contains 23031 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82509 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 9254 members 
Mstep: Class 13 contains 13062 members 
Mstep: Class 14 contains 230750 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 78687 members 
Mstep: Class 18 contains 127435 members 
Mstep: Class 19 contains 140114 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 16125 members 
Mstep: Class 23 contains 144669 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19192 members 
Mstep: Class 27 contains 16561 members 
Mstep: Class 28 contains 99096 members 
Mstep: Class 29 contains 179303 members 
Mstep: Class 30 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048272.000000 Penalty: 105316.210938
Iteration 63Q: 31 clusters Score -1.810483e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 13295 members 
Mstep: Class 5 contains 65968 members 
Mstep: Class 6 contains 40858 members 
Mstep: Class 7 contains 21075 members 
Mstep: Class 8 contains 23044 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82535 members 
Mstep: Class 11 contains 10203 members 
Mstep: Class 12 contains 9141 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 230738 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 79192 members 
Mstep: Class 18 contains 127457 members 
Mstep: Class 19 contains 139838 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 16260 members 
Mstep: Class 23 contains 144043 members 
Mstep: Class 24 contains 5708 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19275 members 
Mstep: Class 27 contains 16671 members 
Mstep: Class 28 contains 98958 members 
Mstep: Class 29 contains 178942 members 
Mstep: Class 30 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048896.000000 Penalty: 105316.210938
Iteration 64Q: 31 clusters Score -1.810489e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 13286 members 
Mstep: Class 5 contains 65810 members 
Mstep: Class 6 contains 41553 members 
Mstep: Class 7 contains 21043 members 
Mstep: Class 8 contains 23053 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82530 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 230729 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 14606 members 
Mstep: Class 17 contains 79718 members 
Mstep: Class 18 contains 127475 members 
Mstep: Class 19 contains 139612 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 16380 members 
Mstep: Class 23 contains 143404 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19365 members 
Mstep: Class 27 contains 16780 members 
Mstep: Class 28 contains 98835 members 
Mstep: Class 29 contains 178518 members 
Mstep: Class 30 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049984.000000 Penalty: 105316.210938
Iteration 65Q: 31 clusters Score -1.8105e+08 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 13276 members 
Mstep: Class 5 contains 65679 members 
Mstep: Class 6 contains 42209 members 
Mstep: Class 7 contains 21013 members 
Mstep: Class 8 contains 23076 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82538 members 
Mstep: Class 11 contains 10352 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 13 contains 13158 members 
Mstep: Class 14 contains 230725 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 80214 members 
Mstep: Class 18 contains 127496 members 
Mstep: Class 19 contains 139414 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 142831 members 
Mstep: Class 24 contains 5722 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 98713 members 
Mstep: Class 29 contains 178040 members 
Mstep: Class 30 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050176.000000 Penalty: 105316.210938
Iteration 66Q: 31 clusters Score -1.810502e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 13257 members 
Mstep: Class 5 contains 65581 members 
Mstep: Class 6 contains 42875 members 
Mstep: Class 7 contains 21001 members 
Mstep: Class 8 contains 23106 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82559 members 
Mstep: Class 11 contains 10397 members 
Mstep: Class 12 contains 8847 members 
Mstep: Class 13 contains 13178 members 
Mstep: Class 14 contains 230720 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 14780 members 
Mstep: Class 17 contains 80688 members 
Mstep: Class 18 contains 127509 members 
Mstep: Class 19 contains 139212 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 16584 members 
Mstep: Class 23 contains 142227 members 
Mstep: Class 24 contains 5722 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19537 members 
Mstep: Class 27 contains 16981 members 
Mstep: Class 28 contains 98591 members 
Mstep: Class 29 contains 177589 members 
Mstep: Class 30 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050896.000000 Penalty: 105316.210938
Iteration 67Q: 31 clusters Score -1.810509e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 5140 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 65474 members 
Mstep: Class 6 contains 43535 members 
Mstep: Class 7 contains 20989 members 
Mstep: Class 8 contains 23125 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82594 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 13202 members 
Mstep: Class 14 contains 230721 members 
Mstep: Class 15 contains 1506 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 81214 members 
Mstep: Class 18 contains 127511 members 
Mstep: Class 19 contains 139022 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 16679 members 
Mstep: Class 23 contains 141691 members 
Mstep: Class 24 contains 5725 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19602 members 
Mstep: Class 27 contains 17052 members 
Mstep: Class 28 contains 98471 members 
Mstep: Class 29 contains 177070 members 
Mstep: Class 30 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051408.000000 Penalty: 105316.210938
Iteration 68Q: 31 clusters Score -1.810514e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 65371 members 
Mstep: Class 6 contains 44174 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 23137 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82602 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 8651 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 230737 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 14892 members 
Mstep: Class 17 contains 81691 members 
Mstep: Class 18 contains 127515 members 
Mstep: Class 19 contains 138785 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 16763 members 
Mstep: Class 23 contains 141201 members 
Mstep: Class 24 contains 5726 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19658 members 
Mstep: Class 27 contains 17102 members 
Mstep: Class 28 contains 98403 members 
Mstep: Class 29 contains 176604 members 
Mstep: Class 30 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052368.000000 Penalty: 105316.210938
Iteration 69Q: 31 clusters Score -1.810524e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 13172 members 
Mstep: Class 5 contains 65290 members 
Mstep: Class 6 contains 44806 members 
Mstep: Class 7 contains 20963 members 
Mstep: Class 8 contains 23140 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82647 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 13242 members 
Mstep: Class 14 contains 230728 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 82169 members 
Mstep: Class 18 contains 127521 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 16843 members 
Mstep: Class 23 contains 140768 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 19701 members 
Mstep: Class 27 contains 17173 members 
Mstep: Class 28 contains 98308 members 
Mstep: Class 29 contains 176083 members 
Mstep: Class 30 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052384.000000 Penalty: 105316.210938
Iteration 70Q: 31 clusters Score -1.810524e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 65225 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 23147 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82694 members 
Mstep: Class 11 contains 10582 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 13273 members 
Mstep: Class 14 contains 230736 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 17 contains 82606 members 
Mstep: Class 18 contains 127532 members 
Mstep: Class 19 contains 138403 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 4605 members 
Mstep: Class 22 contains 16902 members 
Mstep: Class 23 contains 140293 members 
Mstep: Class 24 contains 5732 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19740 members 
Mstep: Class 27 contains 17228 members 
Mstep: Class 28 contains 98207 members 
Mstep: Class 29 contains 175635 members 
Mstep: Class 30 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052720.000000 Penalty: 105316.210938
Iteration 71Q: 31 clusters Score -1.810527e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 13122 members 
Mstep: Class 5 contains 65163 members 
Mstep: Class 6 contains 46022 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 23158 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82730 members 
Mstep: Class 11 contains 10635 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 13288 members 
Mstep: Class 14 contains 230738 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 83043 members 
Mstep: Class 18 contains 127527 members 
Mstep: Class 19 contains 138181 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 16956 members 
Mstep: Class 23 contains 139801 members 
Mstep: Class 24 contains 5739 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19783 members 
Mstep: Class 27 contains 17283 members 
Mstep: Class 28 contains 98127 members 
Mstep: Class 29 contains 175175 members 
Mstep: Class 30 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053328.000000 Penalty: 105316.210938
Iteration 72Q: 31 clusters Score -1.810533e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 13106 members 
Mstep: Class 5 contains 65107 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 20943 members 
Mstep: Class 8 contains 23158 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82744 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 13304 members 
Mstep: Class 14 contains 230756 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 15118 members 
Mstep: Class 17 contains 83471 members 
Mstep: Class 18 contains 127534 members 
Mstep: Class 19 contains 138004 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 4653 members 
Mstep: Class 22 contains 17004 members 
Mstep: Class 23 contains 139308 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19837 members 
Mstep: Class 27 contains 17320 members 
Mstep: Class 28 contains 98064 members 
Mstep: Class 29 contains 174791 members 
Mstep: Class 30 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053920.000000 Penalty: 105316.210938
Iteration 73Q: 31 clusters Score -1.810539e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 13080 members 
Mstep: Class 5 contains 65056 members 
Mstep: Class 6 contains 47154 members 
Mstep: Class 7 contains 20944 members 
Mstep: Class 8 contains 23149 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82776 members 
Mstep: Class 11 contains 10709 members 
Mstep: Class 12 contains 8271 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 230784 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 15163 members 
Mstep: Class 17 contains 83846 members 
Mstep: Class 18 contains 127532 members 
Mstep: Class 19 contains 137820 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 22 contains 17047 members 
Mstep: Class 23 contains 138843 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19869 members 
Mstep: Class 27 contains 17360 members 
Mstep: Class 28 contains 98011 members 
Mstep: Class 29 contains 174396 members 
Mstep: Class 30 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054032.000000 Penalty: 105316.210938
Iteration 74Q: 31 clusters Score -1.81054e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 5309 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 13050 members 
Mstep: Class 5 contains 65005 members 
Mstep: Class 6 contains 47775 members 
Mstep: Class 7 contains 20942 members 
Mstep: Class 8 contains 23154 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82788 members 
Mstep: Class 11 contains 10740 members 
Mstep: Class 12 contains 8205 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 230803 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 15214 members 
Mstep: Class 17 contains 84252 members 
Mstep: Class 18 contains 127535 members 
Mstep: Class 19 contains 137647 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 17111 members 
Mstep: Class 23 contains 138395 members 
Mstep: Class 24 contains 5726 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 17402 members 
Mstep: Class 28 contains 97950 members 
Mstep: Class 29 contains 173885 members 
Mstep: Class 30 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055072.000000 Penalty: 105316.210938
Iteration 75Q: 31 clusters Score -1.810551e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 13026 members 
Mstep: Class 5 contains 64956 members 
Mstep: Class 6 contains 48397 members 
Mstep: Class 7 contains 20940 members 
Mstep: Class 8 contains 23156 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82813 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 8144 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 230794 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 15263 members 
Mstep: Class 17 contains 84669 members 
Mstep: Class 18 contains 127529 members 
Mstep: Class 19 contains 137537 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 17179 members 
Mstep: Class 23 contains 137962 members 
Mstep: Class 24 contains 5725 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19937 members 
Mstep: Class 27 contains 17450 members 
Mstep: Class 28 contains 97891 members 
Mstep: Class 29 contains 173321 members 
Mstep: Class 30 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055232.000000 Penalty: 105316.210938
Iteration 76Q: 31 clusters Score -1.810552e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 64900 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82842 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 8085 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 230768 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 15297 members 
Mstep: Class 17 contains 85101 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137452 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 17229 members 
Mstep: Class 23 contains 137571 members 
Mstep: Class 24 contains 5724 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 17502 members 
Mstep: Class 28 contains 97835 members 
Mstep: Class 29 contains 172739 members 
Mstep: Class 30 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055856.000000 Penalty: 105316.210938
Iteration 77Q: 31 clusters Score -1.810559e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 13000 members 
Mstep: Class 5 contains 64857 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 23143 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82849 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 8030 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 230768 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 15329 members 
Mstep: Class 17 contains 85509 members 
Mstep: Class 18 contains 127515 members 
Mstep: Class 19 contains 137464 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 17272 members 
Mstep: Class 23 contains 137162 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 19999 members 
Mstep: Class 27 contains 17555 members 
Mstep: Class 28 contains 97772 members 
Mstep: Class 29 contains 172156 members 
Mstep: Class 30 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181056032.000000 Penalty: 105316.210938
Iteration 78Q: 31 clusters Score -1.81056e+08 nChanged 3652
Entering ConstructFrom: 
Score: -181056032.000000 Penalty: 105316.210938
Entering ConstructFrom: 
Trying to split cluster 1 (32939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Entering Unmasked Estep 
Score: -4285040.000000 Penalty: 2579.798340
	Iteration 0F: 2 clusters Score -4285040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4262505.000000 Penalty: 5159.596680
	Iteration 0F: 3 clusters Score -4262505 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4271202.500000 Penalty: 5159.596680
	Iteration 1F: 3 clusters Score -4271202 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4272505.000000 Penalty: 5159.596680
	Iteration 2F: 3 clusters Score -4272505 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4274401.000000 Penalty: 5159.596680
	Iteration 3F: 3 clusters Score -4274401 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4276916.500000 Penalty: 5159.596680
	Iteration 4F: 3 clusters Score -4276916 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4279583.500000 Penalty: 5159.596680
	Iteration 5F: 3 clusters Score -4279584 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4281516.500000 Penalty: 5159.596680
	Iteration 6F: 3 clusters Score -4281516 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4282620.500000 Penalty: 5159.596680
	Iteration 7Q: 3 clusters Score -4282620 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4283292.500000 Penalty: 5159.596680
	Iteration 8Q: 3 clusters Score -4283292 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4283696.000000 Penalty: 5159.596680
	Iteration 9Q: 3 clusters Score -4283696 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4284000.000000 Penalty: 5159.596680
	Iteration 10Q: 3 clusters Score -4284000 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4284191.000000 Penalty: 5159.596680
	Iteration 11Q: 3 clusters Score -4284191 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4284325.500000 Penalty: 5159.596680
	Iteration 12Q: 3 clusters Score -4284326 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4284431.000000 Penalty: 5159.596680
	Iteration 13Q: 3 clusters Score -4284431 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4284515.500000 Penalty: 5159.596680
	Iteration 14Q: 3 clusters Score -4284516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4284571.500000 Penalty: 5159.596680
	Iteration 15Q: 3 clusters Score -4284572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4284597.500000 Penalty: 5159.596680
	Iteration 16Q: 3 clusters Score -4284598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4284624.500000 Penalty: 5159.596680
	Iteration 17Q: 3 clusters Score -4284624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4284652.000000 Penalty: 5159.596680
	Iteration 18Q: 3 clusters Score -4284652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4284666.000000 Penalty: 5159.596680
	Iteration 19Q: 3 clusters Score -4284666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4284690.500000 Penalty: 5159.596680
	Iteration 20F: 3 clusters Score -4284690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4284703.000000 Penalty: 5159.596680
	Iteration 21Q: 3 clusters Score -4284703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4284720.000000 Penalty: 5159.596680
	Iteration 22Q: 3 clusters Score -4284720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4284729.500000 Penalty: 5159.596680
	Iteration 23Q: 3 clusters Score -4284730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4284742.000000 Penalty: 5159.596680
	Iteration 24Q: 3 clusters Score -4284742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4284756.000000 Penalty: 5159.596680
	Iteration 25Q: 3 clusters Score -4284756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4284759.000000 Penalty: 5159.596680
	Iteration 26Q: 3 clusters Score -4284759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4284777.500000 Penalty: 5159.596680
	Iteration 27Q: 3 clusters Score -4284778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4284792.000000 Penalty: 5159.596680
	Iteration 28Q: 3 clusters Score -4284792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4284808.500000 Penalty: 5159.596680
	Iteration 29Q: 3 clusters Score -4284808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4284835.000000 Penalty: 5159.596680
	Iteration 30Q: 3 clusters Score -4284835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4284881.000000 Penalty: 5159.596680
	Iteration 31Q: 3 clusters Score -4284881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4284935.000000 Penalty: 5159.596680
	Iteration 32Q: 3 clusters Score -4284935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4284989.500000 Penalty: 5159.596680
	Iteration 33Q: 3 clusters Score -4284990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4285032.000000 Penalty: 5159.596680
	Iteration 34Q: 3 clusters Score -4285032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4285044.500000 Penalty: 5159.596680
	Iteration 35Q: 3 clusters Score -4285044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4285053.000000 Penalty: 5159.596680
	Iteration 36Q: 3 clusters Score -4285053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4285059.000000 Penalty: 5159.596680
	Iteration 37Q: 3 clusters Score -4285059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4285065.500000 Penalty: 5159.596680
	Iteration 38Q: 3 clusters Score -4285066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4285069.500000 Penalty: 5159.596680
	Iteration 39Q: 3 clusters Score -4285070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4285072.500000 Penalty: 5159.596680
	Iteration 40F: 3 clusters Score -4285072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4285068.500000 Penalty: 5159.596680
	Iteration 41Q: 3 clusters Score -4285068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4285074.500000 Penalty: 5159.596680
	Iteration 42Q: 3 clusters Score -4285074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4285074.500000 Penalty: 5159.596680
	Iteration 43F: 3 clusters Score -4285074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82856 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Entering Unmasked Estep 
Score: -181056080.000000 Penalty: 108826.757812
Splitting cluster 1 changes total score from -181056032.000000 to -181056080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -635984.250000 Penalty: 2129.552490
	Iteration 0F: 2 clusters Score -635984.2 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 2732 members 
Entering Unmasked Estep 
Score: -631378.687500 Penalty: 4259.104980
	Iteration 0F: 3 clusters Score -631378.7 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -634011.500000 Penalty: 4259.104980
	Iteration 1F: 3 clusters Score -634011.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -635438.250000 Penalty: 4259.104980
	Iteration 2F: 3 clusters Score -635438.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -636267.812500 Penalty: 4259.104980
	Iteration 3F: 3 clusters Score -636267.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -636842.562500 Penalty: 4259.104980
	Iteration 4F: 3 clusters Score -636842.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -637244.187500 Penalty: 4259.104980
	Iteration 5Q: 3 clusters Score -637244.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -637510.125000 Penalty: 4259.104980
	Iteration 6Q: 3 clusters Score -637510.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -637786.250000 Penalty: 4259.104980
	Iteration 7Q: 3 clusters Score -637786.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -638042.937500 Penalty: 4259.104980
	Iteration 8Q: 3 clusters Score -638042.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -638222.250000 Penalty: 4259.104980
	Iteration 9Q: 3 clusters Score -638222.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -638271.750000 Penalty: 4259.104980
	Iteration 10Q: 3 clusters Score -638271.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -638287.875000 Penalty: 4259.104980
	Iteration 11Q: 3 clusters Score -638287.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -638296.937500 Penalty: 4259.104980
	Iteration 12Q: 3 clusters Score -638296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -638302.250000 Penalty: 4259.104980
	Iteration 13Q: 3 clusters Score -638302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -638303.687500 Penalty: 4259.104980
	Iteration 14Q: 3 clusters Score -638303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -638303.875000 Penalty: 4259.104980
	Iteration 15Q: 3 clusters Score -638303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -638304.125000 Penalty: 4259.104980
	Iteration 16Q: 3 clusters Score -638304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -638304.625000 Penalty: 4259.104980
	Iteration 17Q: 3 clusters Score -638304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -638305.875000 Penalty: 4259.104980
	Iteration 18Q: 3 clusters Score -638305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -638305.875000 Penalty: 4259.104980
	Iteration 19F: 3 clusters Score -638305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82856 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Entering Unmasked Estep 
Score: -181057648.000000 Penalty: 112337.296875
Splitting cluster 2 changes total score from -181056032.000000 to -181057648.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -170078.734375 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -170078.7 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 687 members 
Entering Unmasked Estep 
Score: -167887.968750 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -167888 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168300.625000 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -168300.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168447.312500 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -168447.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -168543.984375 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -168544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -168642.250000 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -168642.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168726.609375 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -168726.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168791.296875 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -168791.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -168840.578125 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -168840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -168878.046875 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -168878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168910.546875 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -168910.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168944.203125 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -168944.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168980.765625 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -168980.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169029.562500 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -169029.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169098.828125 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -169098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169224.500000 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -169224.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169489.937500 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -169489.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -169887.640625 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -169887.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170015.750000 Penalty: 3566.948730
	Iteration 17Q: 3 clusters Score -170015.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -170133.468750 Penalty: 3566.948730
	Iteration 18Q: 3 clusters Score -170133.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170279.312500 Penalty: 3566.948730
	Iteration 19Q: 3 clusters Score -170279.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170575.875000 Penalty: 3566.948730
	Iteration 20F: 3 clusters Score -170575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171043.296875 Penalty: 3566.948730
	Iteration 21Q: 3 clusters Score -171043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171055.250000 Penalty: 3566.948730
	Iteration 22Q: 3 clusters Score -171055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171061.218750 Penalty: 3566.948730
	Iteration 23Q: 3 clusters Score -171061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171061.218750 Penalty: 3566.948730
	Iteration 24F: 3 clusters Score -171061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 82856 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 717 members 
Entering Unmasked Estep 
Score: -181056816.000000 Penalty: 115847.835938
Splitting cluster 3 changes total score from -181056032.000000 to -181056816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (12987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Entering Unmasked Estep 
Score: -1708690.125000 Penalty: 2348.982666
	Iteration 0F: 2 clusters Score -1708690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1699148.500000 Penalty: 4697.965332
	Iteration 0F: 3 clusters Score -1699148 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1702117.875000 Penalty: 4697.965332
	Iteration 1F: 3 clusters Score -1702118 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1702461.000000 Penalty: 4697.965332
	Iteration 2F: 3 clusters Score -1702461 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1702723.250000 Penalty: 4697.965332
	Iteration 3Q: 3 clusters Score -1702723 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1702917.750000 Penalty: 4697.965332
	Iteration 4Q: 3 clusters Score -1702918 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1703089.000000 Penalty: 4697.965332
	Iteration 5Q: 3 clusters Score -1703089 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1703251.875000 Penalty: 4697.965332
	Iteration 6Q: 3 clusters Score -1703252 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1703406.000000 Penalty: 4697.965332
	Iteration 7Q: 3 clusters Score -1703406 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1703580.875000 Penalty: 4697.965332
	Iteration 8Q: 3 clusters Score -1703581 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1703764.875000 Penalty: 4697.965332
	Iteration 9Q: 3 clusters Score -1703765 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1703944.875000 Penalty: 4697.965332
	Iteration 10Q: 3 clusters Score -1703945 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1704158.375000 Penalty: 4697.965332
	Iteration 11Q: 3 clusters Score -1704158 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1704380.750000 Penalty: 4697.965332
	Iteration 12Q: 3 clusters Score -1704381 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1704609.875000 Penalty: 4697.965332
	Iteration 13Q: 3 clusters Score -1704610 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1704826.625000 Penalty: 4697.965332
	Iteration 14Q: 3 clusters Score -1704827 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1705054.125000 Penalty: 4697.965332
	Iteration 15Q: 3 clusters Score -1705054 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1705261.375000 Penalty: 4697.965332
	Iteration 16Q: 3 clusters Score -1705261 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1705436.000000 Penalty: 4697.965332
	Iteration 17Q: 3 clusters Score -1705436 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1705570.750000 Penalty: 4697.965332
	Iteration 18Q: 3 clusters Score -1705571 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1705695.625000 Penalty: 4697.965332
	Iteration 19Q: 3 clusters Score -1705696 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1705811.375000 Penalty: 4697.965332
	Iteration 20F: 3 clusters Score -1705811 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1705942.500000 Penalty: 4697.965332
	Iteration 21Q: 3 clusters Score -1705942 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1706047.750000 Penalty: 4697.965332
	Iteration 22Q: 3 clusters Score -1706048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1706168.375000 Penalty: 4697.965332
	Iteration 23Q: 3 clusters Score -1706168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1706292.250000 Penalty: 4697.965332
	Iteration 24Q: 3 clusters Score -1706292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1706414.000000 Penalty: 4697.965332
	Iteration 25Q: 3 clusters Score -1706414 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1706529.250000 Penalty: 4697.965332
	Iteration 26Q: 3 clusters Score -1706529 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1706636.000000 Penalty: 4697.965332
	Iteration 27Q: 3 clusters Score -1706636 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1706747.125000 Penalty: 4697.965332
	Iteration 28Q: 3 clusters Score -1706747 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1706875.000000 Penalty: 4697.965332
	Iteration 29Q: 3 clusters Score -1706875 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1707007.125000 Penalty: 4697.965332
	Iteration 30Q: 3 clusters Score -1707007 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1707144.375000 Penalty: 4697.965332
	Iteration 31Q: 3 clusters Score -1707144 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1707260.125000 Penalty: 4697.965332
	Iteration 32Q: 3 clusters Score -1707260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1707373.750000 Penalty: 4697.965332
	Iteration 33Q: 3 clusters Score -1707374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1707474.000000 Penalty: 4697.965332
	Iteration 34Q: 3 clusters Score -1707474 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1707531.375000 Penalty: 4697.965332
	Iteration 35Q: 3 clusters Score -1707531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1707582.500000 Penalty: 4697.965332
	Iteration 36Q: 3 clusters Score -1707582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1707608.250000 Penalty: 4697.965332
	Iteration 37Q: 3 clusters Score -1707608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1707625.875000 Penalty: 4697.965332
	Iteration 38Q: 3 clusters Score -1707626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1707643.375000 Penalty: 4697.965332
	Iteration 39Q: 3 clusters Score -1707643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1707658.375000 Penalty: 4697.965332
	Iteration 40F: 3 clusters Score -1707658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1707666.000000 Penalty: 4697.965332
	Iteration 41Q: 3 clusters Score -1707666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1707671.750000 Penalty: 4697.965332
	Iteration 42Q: 3 clusters Score -1707672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1707679.500000 Penalty: 4697.965332
	Iteration 43Q: 3 clusters Score -1707680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1707679.375000 Penalty: 4697.965332
	Iteration 44Q: 3 clusters Score -1707679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1707681.250000 Penalty: 4697.965332
	Iteration 45Q: 3 clusters Score -1707681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1707682.125000 Penalty: 4697.965332
	Iteration 46Q: 3 clusters Score -1707682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1707680.750000 Penalty: 4697.965332
	Iteration 47Q: 3 clusters Score -1707681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1707683.250000 Penalty: 4697.965332
	Iteration 48Q: 3 clusters Score -1707683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1707683.000000 Penalty: 4697.965332
	Iteration 49Q: 3 clusters Score -1707683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1707682.875000 Penalty: 4697.965332
	Iteration 50Q: 3 clusters Score -1707683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1707683.625000 Penalty: 4697.965332
	Iteration 51Q: 3 clusters Score -1707684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1707680.125000 Penalty: 4697.965332
	Iteration 52Q: 3 clusters Score -1707680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1707682.125000 Penalty: 4697.965332
	Iteration 53Q: 3 clusters Score -1707682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1707681.750000 Penalty: 4697.965332
	Iteration 54Q: 3 clusters Score -1707682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1707684.000000 Penalty: 4697.965332
	Iteration 55Q: 3 clusters Score -1707684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1707682.250000 Penalty: 4697.965332
	Iteration 56Q: 3 clusters Score -1707682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1707682.250000 Penalty: 4697.965332
	Iteration 57F: 3 clusters Score -1707682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Entering Unmasked Estep 
Score: -8566560.000000 Penalty: 2747.721924
	Iteration 0F: 2 clusters Score -8566560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -8523124.000000 Penalty: 5495.443848
	Iteration 0F: 3 clusters Score -8523124 nChanged 30342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -8540458.000000 Penalty: 5495.443848
	Iteration 1F: 3 clusters Score -8540458 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -8541275.000000 Penalty: 5495.443848
	Iteration 2Q: 3 clusters Score -8541275 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -8542138.000000 Penalty: 5495.443848
	Iteration 3Q: 3 clusters Score -8542138 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -8543102.000000 Penalty: 5495.443848
	Iteration 4Q: 3 clusters Score -8543102 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8544184.000000 Penalty: 5495.443848
	Iteration 5Q: 3 clusters Score -8544184 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8545516.000000 Penalty: 5495.443848
	Iteration 6Q: 3 clusters Score -8545516 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8547160.000000 Penalty: 5495.443848
	Iteration 7Q: 3 clusters Score -8547160 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -8549296.000000 Penalty: 5495.443848
	Iteration 8F: 3 clusters Score -8549296 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8551845.000000 Penalty: 5495.443848
	Iteration 9F: 3 clusters Score -8551845 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -8554799.000000 Penalty: 5495.443848
	Iteration 10F: 3 clusters Score -8554799 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -8557758.000000 Penalty: 5495.443848
	Iteration 11F: 3 clusters Score -8557758 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -8560238.000000 Penalty: 5495.443848
	Iteration 12Q: 3 clusters Score -8560238 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -8562151.000000 Penalty: 5495.443848
	Iteration 13Q: 3 clusters Score -8562151 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8563382.000000 Penalty: 5495.443848
	Iteration 14Q: 3 clusters Score -8563382 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8564145.000000 Penalty: 5495.443848
	Iteration 15Q: 3 clusters Score -8564145 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8564672.000000 Penalty: 5495.443848
	Iteration 16Q: 3 clusters Score -8564672 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8565133.000000 Penalty: 5495.443848
	Iteration 17Q: 3 clusters Score -8565133 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8565372.000000 Penalty: 5495.443848
	Iteration 18Q: 3 clusters Score -8565372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8565485.000000 Penalty: 5495.443848
	Iteration 19Q: 3 clusters Score -8565485 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8565521.000000 Penalty: 5495.443848
	Iteration 20F: 3 clusters Score -8565521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8565569.000000 Penalty: 5495.443848
	Iteration 21Q: 3 clusters Score -8565569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8565618.000000 Penalty: 5495.443848
	Iteration 22Q: 3 clusters Score -8565618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8565683.000000 Penalty: 5495.443848
	Iteration 23Q: 3 clusters Score -8565683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8565696.000000 Penalty: 5495.443848
	Iteration 24Q: 3 clusters Score -8565696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8565727.000000 Penalty: 5495.443848
	Iteration 25Q: 3 clusters Score -8565727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8565787.000000 Penalty: 5495.443848
	Iteration 26Q: 3 clusters Score -8565787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8565801.000000 Penalty: 5495.443848
	Iteration 27Q: 3 clusters Score -8565801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8565799.000000 Penalty: 5495.443848
	Iteration 28Q: 3 clusters Score -8565799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8565794.000000 Penalty: 5495.443848
	Iteration 29Q: 3 clusters Score -8565794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8565807.000000 Penalty: 5495.443848
	Iteration 30Q: 3 clusters Score -8565807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8565820.000000 Penalty: 5495.443848
	Iteration 31Q: 3 clusters Score -8565820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8565827.000000 Penalty: 5495.443848
	Iteration 32Q: 3 clusters Score -8565827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8565818.000000 Penalty: 5495.443848
	Iteration 33Q: 3 clusters Score -8565818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8565812.000000 Penalty: 5495.443848
	Iteration 34Q: 3 clusters Score -8565812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8565812.000000 Penalty: 5495.443848
	Iteration 35F: 3 clusters Score -8565812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Entering Unmasked Estep 
Score: -6842657.500000 Penalty: 2683.954102
	Iteration 0F: 2 clusters Score -6842658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6808859.000000 Penalty: 5367.908203
	Iteration 0F: 3 clusters Score -6808859 nChanged 23233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6821786.000000 Penalty: 5367.908203
	Iteration 1F: 3 clusters Score -6821786 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -6822272.500000 Penalty: 5367.908203
	Iteration 2Q: 3 clusters Score -6822272 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -6822783.000000 Penalty: 5367.908203
	Iteration 3Q: 3 clusters Score -6822783 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6823305.500000 Penalty: 5367.908203
	Iteration 4Q: 3 clusters Score -6823306 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -6824061.500000 Penalty: 5367.908203
	Iteration 5Q: 3 clusters Score -6824062 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -6825101.000000 Penalty: 5367.908203
	Iteration 6Q: 3 clusters Score -6825101 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6826712.500000 Penalty: 5367.908203
	Iteration 7F: 3 clusters Score -6826712 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6829044.500000 Penalty: 5367.908203
	Iteration 8F: 3 clusters Score -6829044 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6832044.000000 Penalty: 5367.908203
	Iteration 9F: 3 clusters Score -6832044 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -6834977.000000 Penalty: 5367.908203
	Iteration 10F: 3 clusters Score -6834977 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -6837209.000000 Penalty: 5367.908203
	Iteration 11Q: 3 clusters Score -6837209 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6838610.000000 Penalty: 5367.908203
	Iteration 12Q: 3 clusters Score -6838610 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6839405.500000 Penalty: 5367.908203
	Iteration 13Q: 3 clusters Score -6839406 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6839815.000000 Penalty: 5367.908203
	Iteration 14Q: 3 clusters Score -6839815 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6840033.000000 Penalty: 5367.908203
	Iteration 15Q: 3 clusters Score -6840033 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6840149.000000 Penalty: 5367.908203
	Iteration 16Q: 3 clusters Score -6840149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6840221.000000 Penalty: 5367.908203
	Iteration 17Q: 3 clusters Score -6840221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6840261.500000 Penalty: 5367.908203
	Iteration 18Q: 3 clusters Score -6840262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6840279.000000 Penalty: 5367.908203
	Iteration 19Q: 3 clusters Score -6840279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6840299.500000 Penalty: 5367.908203
	Iteration 20F: 3 clusters Score -6840300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6840313.500000 Penalty: 5367.908203
	Iteration 21Q: 3 clusters Score -6840314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6840322.500000 Penalty: 5367.908203
	Iteration 22Q: 3 clusters Score -6840322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6840326.000000 Penalty: 5367.908203
	Iteration 23Q: 3 clusters Score -6840326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6840329.500000 Penalty: 5367.908203
	Iteration 24Q: 3 clusters Score -6840330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6840338.500000 Penalty: 5367.908203
	Iteration 25Q: 3 clusters Score -6840338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6840347.000000 Penalty: 5367.908203
	Iteration 26Q: 3 clusters Score -6840347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6840349.000000 Penalty: 5367.908203
	Iteration 27Q: 3 clusters Score -6840349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6840351.000000 Penalty: 5367.908203
	Iteration 28Q: 3 clusters Score -6840351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6840358.000000 Penalty: 5367.908203
	Iteration 29Q: 3 clusters Score -6840358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6840353.000000 Penalty: 5367.908203
	Iteration 30Q: 3 clusters Score -6840353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6840353.000000 Penalty: 5367.908203
	Iteration 31F: 3 clusters Score -6840353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Entering Unmasked Estep 
Score: -2576570.000000 Penalty: 2467.360596
	Iteration 0F: 2 clusters Score -2576570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2562008.250000 Penalty: 4934.721191
	Iteration 0F: 3 clusters Score -2562008 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2567210.750000 Penalty: 4934.721191
	Iteration 1F: 3 clusters Score -2567211 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2567987.000000 Penalty: 4934.721191
	Iteration 2F: 3 clusters Score -2567987 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2568722.500000 Penalty: 4934.721191
	Iteration 3F: 3 clusters Score -2568722 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2569546.000000 Penalty: 4934.721191
	Iteration 4F: 3 clusters Score -2569546 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2570253.750000 Penalty: 4934.721191
	Iteration 5F: 3 clusters Score -2570254 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2570840.000000 Penalty: 4934.721191
	Iteration 6F: 3 clusters Score -2570840 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2571331.000000 Penalty: 4934.721191
	Iteration 7Q: 3 clusters Score -2571331 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2571807.750000 Penalty: 4934.721191
	Iteration 8Q: 3 clusters Score -2571808 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2572197.500000 Penalty: 4934.721191
	Iteration 9Q: 3 clusters Score -2572198 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2572555.000000 Penalty: 4934.721191
	Iteration 10Q: 3 clusters Score -2572555 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2572803.250000 Penalty: 4934.721191
	Iteration 11Q: 3 clusters Score -2572803 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2572982.500000 Penalty: 4934.721191
	Iteration 12Q: 3 clusters Score -2572982 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2573094.500000 Penalty: 4934.721191
	Iteration 13Q: 3 clusters Score -2573094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2573175.750000 Penalty: 4934.721191
	Iteration 14Q: 3 clusters Score -2573176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2573249.250000 Penalty: 4934.721191
	Iteration 15Q: 3 clusters Score -2573249 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2573311.500000 Penalty: 4934.721191
	Iteration 16Q: 3 clusters Score -2573312 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2573360.250000 Penalty: 4934.721191
	Iteration 17Q: 3 clusters Score -2573360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2573409.500000 Penalty: 4934.721191
	Iteration 18Q: 3 clusters Score -2573410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2573449.000000 Penalty: 4934.721191
	Iteration 19Q: 3 clusters Score -2573449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2573502.250000 Penalty: 4934.721191
	Iteration 20F: 3 clusters Score -2573502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2573542.000000 Penalty: 4934.721191
	Iteration 21Q: 3 clusters Score -2573542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2573614.500000 Penalty: 4934.721191
	Iteration 22Q: 3 clusters Score -2573614 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2573679.750000 Penalty: 4934.721191
	Iteration 23Q: 3 clusters Score -2573680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2573748.250000 Penalty: 4934.721191
	Iteration 24Q: 3 clusters Score -2573748 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2573811.000000 Penalty: 4934.721191
	Iteration 25Q: 3 clusters Score -2573811 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2573855.750000 Penalty: 4934.721191
	Iteration 26Q: 3 clusters Score -2573856 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2573916.750000 Penalty: 4934.721191
	Iteration 27Q: 3 clusters Score -2573917 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2573993.250000 Penalty: 4934.721191
	Iteration 28Q: 3 clusters Score -2573993 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2574088.750000 Penalty: 4934.721191
	Iteration 29Q: 3 clusters Score -2574089 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2574174.250000 Penalty: 4934.721191
	Iteration 30Q: 3 clusters Score -2574174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2574268.500000 Penalty: 4934.721191
	Iteration 31Q: 3 clusters Score -2574268 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2574382.750000 Penalty: 4934.721191
	Iteration 32Q: 3 clusters Score -2574383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2574481.250000 Penalty: 4934.721191
	Iteration 33Q: 3 clusters Score -2574481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2574585.500000 Penalty: 4934.721191
	Iteration 34Q: 3 clusters Score -2574586 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2574653.500000 Penalty: 4934.721191
	Iteration 35Q: 3 clusters Score -2574654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2574689.750000 Penalty: 4934.721191
	Iteration 36Q: 3 clusters Score -2574690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2574719.750000 Penalty: 4934.721191
	Iteration 37Q: 3 clusters Score -2574720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2574746.000000 Penalty: 4934.721191
	Iteration 38Q: 3 clusters Score -2574746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2574768.750000 Penalty: 4934.721191
	Iteration 39Q: 3 clusters Score -2574769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2574786.500000 Penalty: 4934.721191
	Iteration 40F: 3 clusters Score -2574786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2574808.500000 Penalty: 4934.721191
	Iteration 41Q: 3 clusters Score -2574808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2574819.000000 Penalty: 4934.721191
	Iteration 42Q: 3 clusters Score -2574819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2574820.500000 Penalty: 4934.721191
	Iteration 43Q: 3 clusters Score -2574820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2574835.000000 Penalty: 4934.721191
	Iteration 44Q: 3 clusters Score -2574835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2574840.750000 Penalty: 4934.721191
	Iteration 45Q: 3 clusters Score -2574841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2574850.750000 Penalty: 4934.721191
	Iteration 46Q: 3 clusters Score -2574851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2574859.500000 Penalty: 4934.721191
	Iteration 47Q: 3 clusters Score -2574860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2574866.250000 Penalty: 4934.721191
	Iteration 48Q: 3 clusters Score -2574866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2574873.000000 Penalty: 4934.721191
	Iteration 49Q: 3 clusters Score -2574873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2574874.250000 Penalty: 4934.721191
	Iteration 50Q: 3 clusters Score -2574874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2574879.750000 Penalty: 4934.721191
	Iteration 51Q: 3 clusters Score -2574880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2574877.500000 Penalty: 4934.721191
	Iteration 52Q: 3 clusters Score -2574878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2574881.250000 Penalty: 4934.721191
	Iteration 53Q: 3 clusters Score -2574881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2574882.750000 Penalty: 4934.721191
	Iteration 54Q: 3 clusters Score -2574883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2574882.500000 Penalty: 4934.721191
	Iteration 55Q: 3 clusters Score -2574882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2574881.500000 Penalty: 4934.721191
	Iteration 56Q: 3 clusters Score -2574882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2574884.000000 Penalty: 4934.721191
	Iteration 57Q: 3 clusters Score -2574884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2574886.750000 Penalty: 4934.721191
	Iteration 58Q: 3 clusters Score -2574887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2574884.000000 Penalty: 4934.721191
	Iteration 59Q: 3 clusters Score -2574884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2574886.250000 Penalty: 4934.721191
	Iteration 60F: 3 clusters Score -2574886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2574893.500000 Penalty: 4934.721191
	Iteration 61Q: 3 clusters Score -2574894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2574896.750000 Penalty: 4934.721191
	Iteration 62Q: 3 clusters Score -2574897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2574895.500000 Penalty: 4934.721191
	Iteration 63Q: 3 clusters Score -2574896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2574894.000000 Penalty: 4934.721191
	Iteration 64Q: 3 clusters Score -2574894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2574897.250000 Penalty: 4934.721191
	Iteration 65Q: 3 clusters Score -2574897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2574901.500000 Penalty: 4934.721191
	Iteration 66Q: 3 clusters Score -2574902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2574902.250000 Penalty: 4934.721191
	Iteration 67Q: 3 clusters Score -2574902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2574905.750000 Penalty: 4934.721191
	Iteration 68Q: 3 clusters Score -2574906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2574902.000000 Penalty: 4934.721191
	Iteration 69Q: 3 clusters Score -2574902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2574913.000000 Penalty: 4934.721191
	Iteration 70Q: 3 clusters Score -2574913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2574914.000000 Penalty: 4934.721191
	Iteration 71Q: 3 clusters Score -2574914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2574923.500000 Penalty: 4934.721191
	Iteration 72Q: 3 clusters Score -2574924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2574921.000000 Penalty: 4934.721191
	Iteration 73Q: 3 clusters Score -2574921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2574930.250000 Penalty: 4934.721191
	Iteration 74Q: 3 clusters Score -2574930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2574929.500000 Penalty: 4934.721191
	Iteration 75Q: 3 clusters Score -2574930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2574926.250000 Penalty: 4934.721191
	Iteration 76Q: 3 clusters Score -2574926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2574934.500000 Penalty: 4934.721191
	Iteration 77Q: 3 clusters Score -2574934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2574935.750000 Penalty: 4934.721191
	Iteration 78Q: 3 clusters Score -2574936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2574938.500000 Penalty: 4934.721191
	Iteration 79Q: 3 clusters Score -2574938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2574947.250000 Penalty: 4934.721191
	Iteration 80F: 3 clusters Score -2574947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2574954.500000 Penalty: 4934.721191
	Iteration 81Q: 3 clusters Score -2574954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2574958.500000 Penalty: 4934.721191
	Iteration 82Q: 3 clusters Score -2574958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2574956.500000 Penalty: 4934.721191
	Iteration 83Q: 3 clusters Score -2574956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2574959.500000 Penalty: 4934.721191
	Iteration 84Q: 3 clusters Score -2574960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2574958.500000 Penalty: 4934.721191
	Iteration 85Q: 3 clusters Score -2574958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2574964.000000 Penalty: 4934.721191
	Iteration 86Q: 3 clusters Score -2574964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2574966.000000 Penalty: 4934.721191
	Iteration 87Q: 3 clusters Score -2574966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2574964.000000 Penalty: 4934.721191
	Iteration 88Q: 3 clusters Score -2574964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2574961.500000 Penalty: 4934.721191
	Iteration 89Q: 3 clusters Score -2574962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2574962.500000 Penalty: 4934.721191
	Iteration 90Q: 3 clusters Score -2574962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2574965.750000 Penalty: 4934.721191
	Iteration 91Q: 3 clusters Score -2574966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2574962.500000 Penalty: 4934.721191
	Iteration 92Q: 3 clusters Score -2574962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2574962.750000 Penalty: 4934.721191
	Iteration 93Q: 3 clusters Score -2574963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2574967.750000 Penalty: 4934.721191
	Iteration 94Q: 3 clusters Score -2574968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2574966.750000 Penalty: 4934.721191
	Iteration 95Q: 3 clusters Score -2574967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2574970.000000 Penalty: 4934.721191
	Iteration 96Q: 3 clusters Score -2574970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2574971.750000 Penalty: 4934.721191
	Iteration 97Q: 3 clusters Score -2574972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2574971.500000 Penalty: 4934.721191
	Iteration 98Q: 3 clusters Score -2574972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2574970.750000 Penalty: 4934.721191
	Iteration 99Q: 3 clusters Score -2574971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2574970.000000 Penalty: 4934.721191
	Iteration 100F: 3 clusters Score -2574970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2574972.250000 Penalty: 4934.721191
	Iteration 101Q: 3 clusters Score -2574972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2574969.000000 Penalty: 4934.721191
	Iteration 102Q: 3 clusters Score -2574969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2574968.500000 Penalty: 4934.721191
	Iteration 103Q: 3 clusters Score -2574968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2574972.500000 Penalty: 4934.721191
	Iteration 104Q: 3 clusters Score -2574972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2574972.500000 Penalty: 4934.721191
	Iteration 105F: 3 clusters Score -2574972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Entering Unmasked Estep 
Score: -3013973.750000 Penalty: 2492.123535
	Iteration 0F: 2 clusters Score -3013974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2997878.000000 Penalty: 4984.247070
	Iteration 0F: 3 clusters Score -2997878 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3003148.500000 Penalty: 4984.247070
	Iteration 1F: 3 clusters Score -3003148 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3003518.250000 Penalty: 4984.247070
	Iteration 2F: 3 clusters Score -3003518 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3003824.500000 Penalty: 4984.247070
	Iteration 3Q: 3 clusters Score -3003824 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3004109.000000 Penalty: 4984.247070
	Iteration 4Q: 3 clusters Score -3004109 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3004356.750000 Penalty: 4984.247070
	Iteration 5Q: 3 clusters Score -3004357 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3004628.000000 Penalty: 4984.247070
	Iteration 6Q: 3 clusters Score -3004628 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3004929.250000 Penalty: 4984.247070
	Iteration 7Q: 3 clusters Score -3004929 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3005294.000000 Penalty: 4984.247070
	Iteration 8Q: 3 clusters Score -3005294 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3005744.500000 Penalty: 4984.247070
	Iteration 9Q: 3 clusters Score -3005744 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3006334.250000 Penalty: 4984.247070
	Iteration 10Q: 3 clusters Score -3006334 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3007079.000000 Penalty: 4984.247070
	Iteration 11F: 3 clusters Score -3007079 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3007999.250000 Penalty: 4984.247070
	Iteration 12F: 3 clusters Score -3007999 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3009017.500000 Penalty: 4984.247070
	Iteration 13F: 3 clusters Score -3009018 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3009881.500000 Penalty: 4984.247070
	Iteration 14Q: 3 clusters Score -3009882 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3010653.750000 Penalty: 4984.247070
	Iteration 15Q: 3 clusters Score -3010654 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3011232.000000 Penalty: 4984.247070
	Iteration 16Q: 3 clusters Score -3011232 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3011597.250000 Penalty: 4984.247070
	Iteration 17Q: 3 clusters Score -3011597 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3011817.500000 Penalty: 4984.247070
	Iteration 18Q: 3 clusters Score -3011818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3011927.250000 Penalty: 4984.247070
	Iteration 19Q: 3 clusters Score -3011927 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3012004.250000 Penalty: 4984.247070
	Iteration 20F: 3 clusters Score -3012004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3012045.250000 Penalty: 4984.247070
	Iteration 21Q: 3 clusters Score -3012045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3012085.500000 Penalty: 4984.247070
	Iteration 22Q: 3 clusters Score -3012086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3012104.750000 Penalty: 4984.247070
	Iteration 23Q: 3 clusters Score -3012105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3012132.000000 Penalty: 4984.247070
	Iteration 24Q: 3 clusters Score -3012132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3012148.250000 Penalty: 4984.247070
	Iteration 25Q: 3 clusters Score -3012148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3012166.750000 Penalty: 4984.247070
	Iteration 26Q: 3 clusters Score -3012167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3012179.500000 Penalty: 4984.247070
	Iteration 27Q: 3 clusters Score -3012180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3012181.000000 Penalty: 4984.247070
	Iteration 28Q: 3 clusters Score -3012181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3012186.000000 Penalty: 4984.247070
	Iteration 29Q: 3 clusters Score -3012186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3012194.500000 Penalty: 4984.247070
	Iteration 30Q: 3 clusters Score -3012194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3012199.750000 Penalty: 4984.247070
	Iteration 31Q: 3 clusters Score -3012200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3012201.500000 Penalty: 4984.247070
	Iteration 32Q: 3 clusters Score -3012202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3012206.500000 Penalty: 4984.247070
	Iteration 33Q: 3 clusters Score -3012206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3012215.750000 Penalty: 4984.247070
	Iteration 34Q: 3 clusters Score -3012216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3012223.000000 Penalty: 4984.247070
	Iteration 35Q: 3 clusters Score -3012223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3012221.250000 Penalty: 4984.247070
	Iteration 36Q: 3 clusters Score -3012221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3012222.250000 Penalty: 4984.247070
	Iteration 37Q: 3 clusters Score -3012222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3012227.250000 Penalty: 4984.247070
	Iteration 38Q: 3 clusters Score -3012227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3012229.500000 Penalty: 4984.247070
	Iteration 39Q: 3 clusters Score -3012230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3012229.250000 Penalty: 4984.247070
	Iteration 40F: 3 clusters Score -3012229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3012230.500000 Penalty: 4984.247070
	Iteration 41Q: 3 clusters Score -3012230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3012230.500000 Penalty: 4984.247070
	Iteration 42F: 3 clusters Score -3012230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 434 members 
Entering Unmasked Estep 
Score: -108413.289062 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108413.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108677.851562 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108677.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108763.546875 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108763.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108804.640625 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108804.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108828.242188 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108847.187500 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108856.601562 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108880.039062 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108898.367188 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108906.468750 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108912.898438 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108915.460938 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -108915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -108921.546875 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -108921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -108924.796875 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -108924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -108924.796875 Penalty: 3345.053223
	Iteration 14F: 3 clusters Score -108924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Entering Unmasked Estep 
Score: -10954542.000000 Penalty: 2808.565186
	Iteration 0F: 2 clusters Score -1.095454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -10898901.000000 Penalty: 5617.130371
	Iteration 0F: 3 clusters Score -1.08989e+07 nChanged 39060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -10921083.000000 Penalty: 5617.130371
	Iteration 1F: 3 clusters Score -1.092108e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -10922188.000000 Penalty: 5617.130371
	Iteration 2Q: 3 clusters Score -1.092219e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10923617.000000 Penalty: 5617.130371
	Iteration 3Q: 3 clusters Score -1.092362e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -10925920.000000 Penalty: 5617.130371
	Iteration 4F: 3 clusters Score -1.092592e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -10929360.000000 Penalty: 5617.130371
	Iteration 5F: 3 clusters Score -1.092936e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -10934801.000000 Penalty: 5617.130371
	Iteration 6F: 3 clusters Score -1.09348e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -10941360.000000 Penalty: 5617.130371
	Iteration 7F: 3 clusters Score -1.094136e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -10947654.000000 Penalty: 5617.130371
	Iteration 8F: 3 clusters Score -1.094765e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -10952253.000000 Penalty: 5617.130371
	Iteration 9Q: 3 clusters Score -1.095225e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -10954586.000000 Penalty: 5617.130371
	Iteration 10Q: 3 clusters Score -1.095459e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -10955479.000000 Penalty: 5617.130371
	Iteration 11Q: 3 clusters Score -1.095548e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -10955922.000000 Penalty: 5617.130371
	Iteration 12Q: 3 clusters Score -1.095592e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -10956041.000000 Penalty: 5617.130371
	Iteration 13Q: 3 clusters Score -1.095604e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -10956096.000000 Penalty: 5617.130371
	Iteration 14Q: 3 clusters Score -1.09561e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -10956104.000000 Penalty: 5617.130371
	Iteration 15Q: 3 clusters Score -1.09561e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -10956136.000000 Penalty: 5617.130371
	Iteration 16Q: 3 clusters Score -1.095614e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -10956132.000000 Penalty: 5617.130371
	Iteration 17Q: 3 clusters Score -1.095613e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -10956142.000000 Penalty: 5617.130371
	Iteration 18Q: 3 clusters Score -1.095614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -10956138.000000 Penalty: 5617.130371
	Iteration 19Q: 3 clusters Score -1.095614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -10956145.000000 Penalty: 5617.130371
	Iteration 20F: 3 clusters Score -1.095614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -10956136.000000 Penalty: 5617.130371
	Iteration 21Q: 3 clusters Score -1.095614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -10956138.000000 Penalty: 5617.130371
	Iteration 22Q: 3 clusters Score -1.095614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -10956143.000000 Penalty: 5617.130371
	Iteration 23Q: 3 clusters Score -1.095614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -10956134.000000 Penalty: 5617.130371
	Iteration 24Q: 3 clusters Score -1.095613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -10956141.000000 Penalty: 5617.130371
	Iteration 25Q: 3 clusters Score -1.095614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -10956136.000000 Penalty: 5617.130371
	Iteration 26Q: 3 clusters Score -1.095614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -10956136.000000 Penalty: 5617.130371
	Iteration 27F: 3 clusters Score -1.095614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 75113 members 
Entering Unmasked Estep 
Score: -181057872.000000 Penalty: 119358.375000
Splitting cluster 10 changes total score from -181056032.000000 to -181057872.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (10793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Entering Unmasked Estep 
Score: -1290279.750000 Penalty: 2303.090088
	Iteration 0F: 2 clusters Score -1290280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1282107.250000 Penalty: 4606.180176
	Iteration 0F: 3 clusters Score -1282107 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1284903.125000 Penalty: 4606.180176
	Iteration 1F: 3 clusters Score -1284903 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1285903.250000 Penalty: 4606.180176
	Iteration 2F: 3 clusters Score -1285903 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1286952.125000 Penalty: 4606.180176
	Iteration 3F: 3 clusters Score -1286952 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1287735.125000 Penalty: 4606.180176
	Iteration 4F: 3 clusters Score -1287735 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1288217.250000 Penalty: 4606.180176
	Iteration 5F: 3 clusters Score -1288217 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1288482.000000 Penalty: 4606.180176
	Iteration 6Q: 3 clusters Score -1288482 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1288670.250000 Penalty: 4606.180176
	Iteration 7Q: 3 clusters Score -1288670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1288801.000000 Penalty: 4606.180176
	Iteration 8Q: 3 clusters Score -1288801 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1288889.000000 Penalty: 4606.180176
	Iteration 9Q: 3 clusters Score -1288889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1288968.250000 Penalty: 4606.180176
	Iteration 10Q: 3 clusters Score -1288968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1289030.750000 Penalty: 4606.180176
	Iteration 11Q: 3 clusters Score -1289031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1289076.000000 Penalty: 4606.180176
	Iteration 12Q: 3 clusters Score -1289076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1289119.500000 Penalty: 4606.180176
	Iteration 13Q: 3 clusters Score -1289120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1289163.750000 Penalty: 4606.180176
	Iteration 14Q: 3 clusters Score -1289164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1289195.125000 Penalty: 4606.180176
	Iteration 15Q: 3 clusters Score -1289195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1289220.000000 Penalty: 4606.180176
	Iteration 16Q: 3 clusters Score -1289220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1289254.000000 Penalty: 4606.180176
	Iteration 17Q: 3 clusters Score -1289254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1289280.500000 Penalty: 4606.180176
	Iteration 18Q: 3 clusters Score -1289280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1289301.000000 Penalty: 4606.180176
	Iteration 19Q: 3 clusters Score -1289301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1289328.375000 Penalty: 4606.180176
	Iteration 20F: 3 clusters Score -1289328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1289352.375000 Penalty: 4606.180176
	Iteration 21Q: 3 clusters Score -1289352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1289362.500000 Penalty: 4606.180176
	Iteration 22Q: 3 clusters Score -1289362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1289387.250000 Penalty: 4606.180176
	Iteration 23Q: 3 clusters Score -1289387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1289402.625000 Penalty: 4606.180176
	Iteration 24Q: 3 clusters Score -1289403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1289428.875000 Penalty: 4606.180176
	Iteration 25Q: 3 clusters Score -1289429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1289441.750000 Penalty: 4606.180176
	Iteration 26Q: 3 clusters Score -1289442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1289451.125000 Penalty: 4606.180176
	Iteration 27Q: 3 clusters Score -1289451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1289457.000000 Penalty: 4606.180176
	Iteration 28Q: 3 clusters Score -1289457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1289459.000000 Penalty: 4606.180176
	Iteration 29Q: 3 clusters Score -1289459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1289464.000000 Penalty: 4606.180176
	Iteration 30Q: 3 clusters Score -1289464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1289470.125000 Penalty: 4606.180176
	Iteration 31Q: 3 clusters Score -1289470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1289479.750000 Penalty: 4606.180176
	Iteration 32Q: 3 clusters Score -1289480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1289485.125000 Penalty: 4606.180176
	Iteration 33Q: 3 clusters Score -1289485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1289486.125000 Penalty: 4606.180176
	Iteration 34Q: 3 clusters Score -1289486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1289490.875000 Penalty: 4606.180176
	Iteration 35Q: 3 clusters Score -1289491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1289489.125000 Penalty: 4606.180176
	Iteration 36Q: 3 clusters Score -1289489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1289490.125000 Penalty: 4606.180176
	Iteration 37Q: 3 clusters Score -1289490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1289488.500000 Penalty: 4606.180176
	Iteration 38Q: 3 clusters Score -1289488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1289491.375000 Penalty: 4606.180176
	Iteration 39Q: 3 clusters Score -1289491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1289493.375000 Penalty: 4606.180176
	Iteration 40F: 3 clusters Score -1289493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1289493.000000 Penalty: 4606.180176
	Iteration 41Q: 3 clusters Score -1289493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1289494.375000 Penalty: 4606.180176
	Iteration 42Q: 3 clusters Score -1289494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1289494.750000 Penalty: 4606.180176
	Iteration 43Q: 3 clusters Score -1289495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1289494.375000 Penalty: 4606.180176
	Iteration 44Q: 3 clusters Score -1289494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1289495.500000 Penalty: 4606.180176
	Iteration 45Q: 3 clusters Score -1289496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1289494.375000 Penalty: 4606.180176
	Iteration 46Q: 3 clusters Score -1289494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1289496.125000 Penalty: 4606.180176
	Iteration 47Q: 3 clusters Score -1289496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1289496.000000 Penalty: 4606.180176
	Iteration 48Q: 3 clusters Score -1289496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1289497.250000 Penalty: 4606.180176
	Iteration 49Q: 3 clusters Score -1289497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1289498.250000 Penalty: 4606.180176
	Iteration 50Q: 3 clusters Score -1289498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1289498.625000 Penalty: 4606.180176
	Iteration 51Q: 3 clusters Score -1289499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1289501.625000 Penalty: 4606.180176
	Iteration 52Q: 3 clusters Score -1289502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1289503.375000 Penalty: 4606.180176
	Iteration 53Q: 3 clusters Score -1289503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1289503.625000 Penalty: 4606.180176
	Iteration 54Q: 3 clusters Score -1289504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1289503.750000 Penalty: 4606.180176
	Iteration 55Q: 3 clusters Score -1289504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1289505.000000 Penalty: 4606.180176
	Iteration 56Q: 3 clusters Score -1289505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1289504.125000 Penalty: 4606.180176
	Iteration 57Q: 3 clusters Score -1289504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1289506.250000 Penalty: 4606.180176
	Iteration 58Q: 3 clusters Score -1289506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1289505.125000 Penalty: 4606.180176
	Iteration 59Q: 3 clusters Score -1289505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1289505.125000 Penalty: 4606.180176
	Iteration 60F: 3 clusters Score -1289505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -1068770.875000 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -1068771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1062438.375000 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -1062438 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1064111.875000 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -1064112 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1064356.000000 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -1064356 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1064536.000000 Penalty: 4455.661621
	Iteration 3Q: 3 clusters Score -1064536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1064694.625000 Penalty: 4455.661621
	Iteration 4Q: 3 clusters Score -1064695 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1064843.000000 Penalty: 4455.661621
	Iteration 5Q: 3 clusters Score -1064843 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1064983.125000 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -1064983 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1065113.000000 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -1065113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1065259.250000 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -1065259 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1065417.875000 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -1065418 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1065619.750000 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -1065620 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1065901.125000 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -1065901 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1066227.000000 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -1066227 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1066534.875000 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -1066535 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1066714.500000 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -1066714 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1066805.750000 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -1066806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1066855.000000 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -1066855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1066891.375000 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -1066891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1066907.125000 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -1066907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1066918.375000 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -1066918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1066927.250000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -1066927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1066934.250000 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -1066934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1066944.500000 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -1066944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1066945.375000 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -1066945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1066952.500000 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -1066952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1066961.375000 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -1066961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1066974.875000 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -1066975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1066981.000000 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -1066981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1066983.250000 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -1066983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1066985.875000 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -1066986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1066989.000000 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -1066989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1066993.750000 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -1066994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1066998.750000 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -1066999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1067005.500000 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -1067006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1067005.500000 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -1067006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1067008.500000 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -1067008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1067009.625000 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -1067010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1067011.375000 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -1067011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1067015.625000 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -1067016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1067016.375000 Penalty: 4455.661621
	Iteration 39Q: 3 clusters Score -1067016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1067017.875000 Penalty: 4455.661621
	Iteration 40F: 3 clusters Score -1067018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1067021.500000 Penalty: 4455.661621
	Iteration 41Q: 3 clusters Score -1067022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1067026.125000 Penalty: 4455.661621
	Iteration 42Q: 3 clusters Score -1067026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1067027.500000 Penalty: 4455.661621
	Iteration 43Q: 3 clusters Score -1067028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1067033.125000 Penalty: 4455.661621
	Iteration 44Q: 3 clusters Score -1067033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1067034.625000 Penalty: 4455.661621
	Iteration 45Q: 3 clusters Score -1067035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1067036.125000 Penalty: 4455.661621
	Iteration 46Q: 3 clusters Score -1067036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1067042.000000 Penalty: 4455.661621
	Iteration 47Q: 3 clusters Score -1067042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1067044.000000 Penalty: 4455.661621
	Iteration 48Q: 3 clusters Score -1067044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1067043.125000 Penalty: 4455.661621
	Iteration 49Q: 3 clusters Score -1067043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1067045.875000 Penalty: 4455.661621
	Iteration 50Q: 3 clusters Score -1067046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1067044.000000 Penalty: 4455.661621
	Iteration 51Q: 3 clusters Score -1067044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1067046.375000 Penalty: 4455.661621
	Iteration 52Q: 3 clusters Score -1067046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1067046.125000 Penalty: 4455.661621
	Iteration 53Q: 3 clusters Score -1067046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1067052.000000 Penalty: 4455.661621
	Iteration 54Q: 3 clusters Score -1067052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1067056.000000 Penalty: 4455.661621
	Iteration 55Q: 3 clusters Score -1067056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1067058.000000 Penalty: 4455.661621
	Iteration 56Q: 3 clusters Score -1067058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1067060.375000 Penalty: 4455.661621
	Iteration 57Q: 3 clusters Score -1067060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1067064.875000 Penalty: 4455.661621
	Iteration 58Q: 3 clusters Score -1067065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1067071.125000 Penalty: 4455.661621
	Iteration 59Q: 3 clusters Score -1067071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1067075.875000 Penalty: 4455.661621
	Iteration 60F: 3 clusters Score -1067076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1067077.625000 Penalty: 4455.661621
	Iteration 61Q: 3 clusters Score -1067078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1067079.750000 Penalty: 4455.661621
	Iteration 62Q: 3 clusters Score -1067080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1067081.750000 Penalty: 4455.661621
	Iteration 63Q: 3 clusters Score -1067082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1067082.250000 Penalty: 4455.661621
	Iteration 64Q: 3 clusters Score -1067082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1067087.250000 Penalty: 4455.661621
	Iteration 65Q: 3 clusters Score -1067087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1067092.250000 Penalty: 4455.661621
	Iteration 66Q: 3 clusters Score -1067092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1067096.000000 Penalty: 4455.661621
	Iteration 67Q: 3 clusters Score -1067096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1067102.375000 Penalty: 4455.661621
	Iteration 68Q: 3 clusters Score -1067102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1067110.750000 Penalty: 4455.661621
	Iteration 69Q: 3 clusters Score -1067111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1067122.000000 Penalty: 4455.661621
	Iteration 70Q: 3 clusters Score -1067122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1067128.250000 Penalty: 4455.661621
	Iteration 71Q: 3 clusters Score -1067128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1067136.625000 Penalty: 4455.661621
	Iteration 72Q: 3 clusters Score -1067137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1067143.875000 Penalty: 4455.661621
	Iteration 73Q: 3 clusters Score -1067144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1067150.000000 Penalty: 4455.661621
	Iteration 74Q: 3 clusters Score -1067150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1067160.000000 Penalty: 4455.661621
	Iteration 75Q: 3 clusters Score -1067160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1067174.500000 Penalty: 4455.661621
	Iteration 76Q: 3 clusters Score -1067174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1067185.750000 Penalty: 4455.661621
	Iteration 77Q: 3 clusters Score -1067186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1067201.625000 Penalty: 4455.661621
	Iteration 78Q: 3 clusters Score -1067202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1067220.875000 Penalty: 4455.661621
	Iteration 79Q: 3 clusters Score -1067221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1067252.250000 Penalty: 4455.661621
	Iteration 80F: 3 clusters Score -1067252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1067300.125000 Penalty: 4455.661621
	Iteration 81Q: 3 clusters Score -1067300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1067343.125000 Penalty: 4455.661621
	Iteration 82Q: 3 clusters Score -1067343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1067384.875000 Penalty: 4455.661621
	Iteration 83Q: 3 clusters Score -1067385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1067429.000000 Penalty: 4455.661621
	Iteration 84Q: 3 clusters Score -1067429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1067476.625000 Penalty: 4455.661621
	Iteration 85Q: 3 clusters Score -1067477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1067527.500000 Penalty: 4455.661621
	Iteration 86Q: 3 clusters Score -1067528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1067575.000000 Penalty: 4455.661621
	Iteration 87Q: 3 clusters Score -1067575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1067627.875000 Penalty: 4455.661621
	Iteration 88Q: 3 clusters Score -1067628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1067712.250000 Penalty: 4455.661621
	Iteration 89Q: 3 clusters Score -1067712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1067798.375000 Penalty: 4455.661621
	Iteration 90Q: 3 clusters Score -1067798 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1067870.875000 Penalty: 4455.661621
	Iteration 91Q: 3 clusters Score -1067871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1067941.500000 Penalty: 4455.661621
	Iteration 92Q: 3 clusters Score -1067942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1067998.250000 Penalty: 4455.661621
	Iteration 93Q: 3 clusters Score -1067998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1068035.250000 Penalty: 4455.661621
	Iteration 94Q: 3 clusters Score -1068035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1068077.875000 Penalty: 4455.661621
	Iteration 95Q: 3 clusters Score -1068078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1068103.625000 Penalty: 4455.661621
	Iteration 96Q: 3 clusters Score -1068104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1068123.000000 Penalty: 4455.661621
	Iteration 97Q: 3 clusters Score -1068123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1068136.625000 Penalty: 4455.661621
	Iteration 98Q: 3 clusters Score -1068137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1068149.750000 Penalty: 4455.661621
	Iteration 99Q: 3 clusters Score -1068150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1068159.625000 Penalty: 4455.661621
	Iteration 100F: 3 clusters Score -1068160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1068165.875000 Penalty: 4455.661621
	Iteration 101Q: 3 clusters Score -1068166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1068169.875000 Penalty: 4455.661621
	Iteration 102Q: 3 clusters Score -1068170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1068172.750000 Penalty: 4455.661621
	Iteration 103Q: 3 clusters Score -1068173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1068177.750000 Penalty: 4455.661621
	Iteration 104Q: 3 clusters Score -1068178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1068178.250000 Penalty: 4455.661621
	Iteration 105Q: 3 clusters Score -1068178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1068178.500000 Penalty: 4455.661621
	Iteration 106Q: 3 clusters Score -1068178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1068176.875000 Penalty: 4455.661621
	Iteration 107Q: 3 clusters Score -1068177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1068176.875000 Penalty: 4455.661621
	Iteration 108F: 3 clusters Score -1068177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Entering Unmasked Estep 
Score: -1736215.500000 Penalty: 2356.598389
	Iteration 0F: 2 clusters Score -1736216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1726358.875000 Penalty: 4713.196777
	Iteration 0F: 3 clusters Score -1726359 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1729413.500000 Penalty: 4713.196777
	Iteration 1F: 3 clusters Score -1729414 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1730013.875000 Penalty: 4713.196777
	Iteration 2F: 3 clusters Score -1730014 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1730713.375000 Penalty: 4713.196777
	Iteration 3F: 3 clusters Score -1730713 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1731471.625000 Penalty: 4713.196777
	Iteration 4F: 3 clusters Score -1731472 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1732156.375000 Penalty: 4713.196777
	Iteration 5F: 3 clusters Score -1732156 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1732654.625000 Penalty: 4713.196777
	Iteration 6F: 3 clusters Score -1732655 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1732986.250000 Penalty: 4713.196777
	Iteration 7Q: 3 clusters Score -1732986 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1733185.750000 Penalty: 4713.196777
	Iteration 8Q: 3 clusters Score -1733186 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1733303.625000 Penalty: 4713.196777
	Iteration 9Q: 3 clusters Score -1733304 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1733404.250000 Penalty: 4713.196777
	Iteration 10Q: 3 clusters Score -1733404 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1733509.625000 Penalty: 4713.196777
	Iteration 11Q: 3 clusters Score -1733510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1733627.500000 Penalty: 4713.196777
	Iteration 12Q: 3 clusters Score -1733628 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1733743.750000 Penalty: 4713.196777
	Iteration 13Q: 3 clusters Score -1733744 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1733841.125000 Penalty: 4713.196777
	Iteration 14Q: 3 clusters Score -1733841 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1733908.125000 Penalty: 4713.196777
	Iteration 15Q: 3 clusters Score -1733908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1733964.750000 Penalty: 4713.196777
	Iteration 16Q: 3 clusters Score -1733965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1734014.125000 Penalty: 4713.196777
	Iteration 17Q: 3 clusters Score -1734014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1734062.000000 Penalty: 4713.196777
	Iteration 18Q: 3 clusters Score -1734062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1734112.375000 Penalty: 4713.196777
	Iteration 19Q: 3 clusters Score -1734112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1734170.500000 Penalty: 4713.196777
	Iteration 20F: 3 clusters Score -1734170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1734237.625000 Penalty: 4713.196777
	Iteration 21Q: 3 clusters Score -1734238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1734282.000000 Penalty: 4713.196777
	Iteration 22Q: 3 clusters Score -1734282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1734322.000000 Penalty: 4713.196777
	Iteration 23Q: 3 clusters Score -1734322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1734370.250000 Penalty: 4713.196777
	Iteration 24Q: 3 clusters Score -1734370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1734415.000000 Penalty: 4713.196777
	Iteration 25Q: 3 clusters Score -1734415 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1734453.625000 Penalty: 4713.196777
	Iteration 26Q: 3 clusters Score -1734454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1734475.750000 Penalty: 4713.196777
	Iteration 27Q: 3 clusters Score -1734476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1734506.625000 Penalty: 4713.196777
	Iteration 28Q: 3 clusters Score -1734507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1734528.500000 Penalty: 4713.196777
	Iteration 29Q: 3 clusters Score -1734528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1734543.625000 Penalty: 4713.196777
	Iteration 30Q: 3 clusters Score -1734544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1734552.000000 Penalty: 4713.196777
	Iteration 31Q: 3 clusters Score -1734552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1734563.875000 Penalty: 4713.196777
	Iteration 32Q: 3 clusters Score -1734564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1734582.000000 Penalty: 4713.196777
	Iteration 33Q: 3 clusters Score -1734582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1734600.875000 Penalty: 4713.196777
	Iteration 34Q: 3 clusters Score -1734601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1734608.000000 Penalty: 4713.196777
	Iteration 35Q: 3 clusters Score -1734608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1734617.750000 Penalty: 4713.196777
	Iteration 36Q: 3 clusters Score -1734618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1734626.875000 Penalty: 4713.196777
	Iteration 37Q: 3 clusters Score -1734627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1734629.250000 Penalty: 4713.196777
	Iteration 38Q: 3 clusters Score -1734629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1734629.250000 Penalty: 4713.196777
	Iteration 39Q: 3 clusters Score -1734629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1734636.125000 Penalty: 4713.196777
	Iteration 40F: 3 clusters Score -1734636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1734633.875000 Penalty: 4713.196777
	Iteration 41Q: 3 clusters Score -1734634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1734638.125000 Penalty: 4713.196777
	Iteration 42Q: 3 clusters Score -1734638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1734641.750000 Penalty: 4713.196777
	Iteration 43Q: 3 clusters Score -1734642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1734643.875000 Penalty: 4713.196777
	Iteration 44Q: 3 clusters Score -1734644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1734642.875000 Penalty: 4713.196777
	Iteration 45Q: 3 clusters Score -1734643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1734642.875000 Penalty: 4713.196777
	Iteration 46F: 3 clusters Score -1734643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (230743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230743 members 
Entering Unmasked Estep 
Score: -30869944.000000 Penalty: 3062.566895
	Iteration 0F: 2 clusters Score -3.086994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 115138 members 
Entering Unmasked Estep 
Score: -30731688.000000 Penalty: 6125.133789
	Iteration 0F: 3 clusters Score -3.073169e+07 nChanged 110979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -30797704.000000 Penalty: 6125.133789
	Iteration 1F: 3 clusters Score -3.07977e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -30800050.000000 Penalty: 6125.133789
	Iteration 2Q: 3 clusters Score -3.080005e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126787 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -30803476.000000 Penalty: 6125.133789
	Iteration 3Q: 3 clusters Score -3.080348e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133281 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -30808450.000000 Penalty: 6125.133789
	Iteration 4Q: 3 clusters Score -3.080845e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142166 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -30815650.000000 Penalty: 6125.133789
	Iteration 5F: 3 clusters Score -3.081565e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -30825748.000000 Penalty: 6125.133789
	Iteration 6F: 3 clusters Score -3.082575e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -30837946.000000 Penalty: 6125.133789
	Iteration 7F: 3 clusters Score -3.083795e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -30849338.000000 Penalty: 6125.133789
	Iteration 8F: 3 clusters Score -3.084934e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185423 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -30856692.000000 Penalty: 6125.133789
	Iteration 9Q: 3 clusters Score -3.085669e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -30860802.000000 Penalty: 6125.133789
	Iteration 10Q: 3 clusters Score -3.08608e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -30863464.000000 Penalty: 6125.133789
	Iteration 11Q: 3 clusters Score -3.086346e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204434 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -30865340.000000 Penalty: 6125.133789
	Iteration 12Q: 3 clusters Score -3.086534e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209225 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -30866720.000000 Penalty: 6125.133789
	Iteration 13Q: 3 clusters Score -3.086672e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213396 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -30867990.000000 Penalty: 6125.133789
	Iteration 14Q: 3 clusters Score -3.086799e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216796 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -30868542.000000 Penalty: 6125.133789
	Iteration 15Q: 3 clusters Score -3.086854e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219500 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -30869152.000000 Penalty: 6125.133789
	Iteration 16Q: 3 clusters Score -3.086915e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221548 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -30869368.000000 Penalty: 6125.133789
	Iteration 17Q: 3 clusters Score -3.086937e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223130 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -30869588.000000 Penalty: 6125.133789
	Iteration 18Q: 3 clusters Score -3.086959e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224293 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -30869774.000000 Penalty: 6125.133789
	Iteration 19Q: 3 clusters Score -3.086977e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225135 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -30869698.000000 Penalty: 6125.133789
	Iteration 20F: 3 clusters Score -3.08697e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225757 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -30869678.000000 Penalty: 6125.133789
	Iteration 21Q: 3 clusters Score -3.086968e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226195 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -30869760.000000 Penalty: 6125.133789
	Iteration 22Q: 3 clusters Score -3.086976e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226532 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -30869690.000000 Penalty: 6125.133789
	Iteration 23Q: 3 clusters Score -3.086969e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226795 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -30869530.000000 Penalty: 6125.133789
	Iteration 24Q: 3 clusters Score -3.086953e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226983 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -30869546.000000 Penalty: 6125.133789
	Iteration 25Q: 3 clusters Score -3.086955e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -30869574.000000 Penalty: 6125.133789
	Iteration 26Q: 3 clusters Score -3.086957e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227266 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -30869478.000000 Penalty: 6125.133789
	Iteration 27Q: 3 clusters Score -3.086948e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227358 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -30869460.000000 Penalty: 6125.133789
	Iteration 28Q: 3 clusters Score -3.086946e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227437 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -30869452.000000 Penalty: 6125.133789
	Iteration 29Q: 3 clusters Score -3.086945e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227512 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -30869438.000000 Penalty: 6125.133789
	Iteration 30Q: 3 clusters Score -3.086944e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227593 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -30869446.000000 Penalty: 6125.133789
	Iteration 31Q: 3 clusters Score -3.086945e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227650 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -30869436.000000 Penalty: 6125.133789
	Iteration 32Q: 3 clusters Score -3.086944e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227710 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -30869402.000000 Penalty: 6125.133789
	Iteration 33Q: 3 clusters Score -3.08694e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227774 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -30869378.000000 Penalty: 6125.133789
	Iteration 34Q: 3 clusters Score -3.086938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227824 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -30869356.000000 Penalty: 6125.133789
	Iteration 35Q: 3 clusters Score -3.086936e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227864 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -30869328.000000 Penalty: 6125.133789
	Iteration 36Q: 3 clusters Score -3.086933e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227901 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -30869324.000000 Penalty: 6125.133789
	Iteration 37Q: 3 clusters Score -3.086932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227942 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -30869342.000000 Penalty: 6125.133789
	Iteration 38Q: 3 clusters Score -3.086934e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227989 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -30869344.000000 Penalty: 6125.133789
	Iteration 39Q: 3 clusters Score -3.086934e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228020 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -30869338.000000 Penalty: 6125.133789
	Iteration 40F: 3 clusters Score -3.086934e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -30869348.000000 Penalty: 6125.133789
	Iteration 41Q: 3 clusters Score -3.086935e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228109 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -30869378.000000 Penalty: 6125.133789
	Iteration 42Q: 3 clusters Score -3.086938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228138 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -30869356.000000 Penalty: 6125.133789
	Iteration 43Q: 3 clusters Score -3.086936e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228164 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -30869354.000000 Penalty: 6125.133789
	Iteration 44Q: 3 clusters Score -3.086935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228187 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -30869352.000000 Penalty: 6125.133789
	Iteration 45Q: 3 clusters Score -3.086935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228203 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -30869374.000000 Penalty: 6125.133789
	Iteration 46Q: 3 clusters Score -3.086937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -30869352.000000 Penalty: 6125.133789
	Iteration 47Q: 3 clusters Score -3.086935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228239 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -30869354.000000 Penalty: 6125.133789
	Iteration 48Q: 3 clusters Score -3.086935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228261 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -30869326.000000 Penalty: 6125.133789
	Iteration 49Q: 3 clusters Score -3.086933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228273 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -30869328.000000 Penalty: 6125.133789
	Iteration 50Q: 3 clusters Score -3.086933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228291 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -30869292.000000 Penalty: 6125.133789
	Iteration 51Q: 3 clusters Score -3.086929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228295 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -30869308.000000 Penalty: 6125.133789
	Iteration 52Q: 3 clusters Score -3.086931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228303 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -30869320.000000 Penalty: 6125.133789
	Iteration 53Q: 3 clusters Score -3.086932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228306 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -30869296.000000 Penalty: 6125.133789
	Iteration 54Q: 3 clusters Score -3.08693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -30869288.000000 Penalty: 6125.133789
	Iteration 55Q: 3 clusters Score -3.086929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228322 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -30869290.000000 Penalty: 6125.133789
	Iteration 56Q: 3 clusters Score -3.086929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228329 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -30869246.000000 Penalty: 6125.133789
	Iteration 57Q: 3 clusters Score -3.086925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228332 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -30869252.000000 Penalty: 6125.133789
	Iteration 58Q: 3 clusters Score -3.086925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228340 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -30869256.000000 Penalty: 6125.133789
	Iteration 59Q: 3 clusters Score -3.086926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228350 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30869254.000000 Penalty: 6125.133789
	Iteration 60F: 3 clusters Score -3.086925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228355 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -30869256.000000 Penalty: 6125.133789
	Iteration 61Q: 3 clusters Score -3.086926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228362 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -30869252.000000 Penalty: 6125.133789
	Iteration 62Q: 3 clusters Score -3.086925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228369 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -30869246.000000 Penalty: 6125.133789
	Iteration 63Q: 3 clusters Score -3.086925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228377 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -30869254.000000 Penalty: 6125.133789
	Iteration 64Q: 3 clusters Score -3.086925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228379 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -30869262.000000 Penalty: 6125.133789
	Iteration 65Q: 3 clusters Score -3.086926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228386 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -30869260.000000 Penalty: 6125.133789
	Iteration 66Q: 3 clusters Score -3.086926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228386 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -30869284.000000 Penalty: 6125.133789
	Iteration 67Q: 3 clusters Score -3.086928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228387 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -30869254.000000 Penalty: 6125.133789
	Iteration 68Q: 3 clusters Score -3.086925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228388 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -30869272.000000 Penalty: 6125.133789
	Iteration 69Q: 3 clusters Score -3.086927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228387 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -30869280.000000 Penalty: 6125.133789
	Iteration 70Q: 3 clusters Score -3.086928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228389 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -30869282.000000 Penalty: 6125.133789
	Iteration 71Q: 3 clusters Score -3.086928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30869284.000000 Penalty: 6125.133789
	Iteration 72Q: 3 clusters Score -3.086928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30869282.000000 Penalty: 6125.133789
	Iteration 73Q: 3 clusters Score -3.086928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30869282.000000 Penalty: 6125.133789
	Iteration 74F: 3 clusters Score -3.086928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -163663.656250 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -163663.7 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 704 members 
Entering Unmasked Estep 
Score: -161474.796875 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -161474.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161991.546875 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -161991.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162278.062500 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -162278.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162716.234375 Penalty: 3610.542236
	Iteration 3F: 3 clusters Score -162716.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -162949.296875 Penalty: 3610.542236
	Iteration 4F: 3 clusters Score -162949.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163113.515625 Penalty: 3610.542236
	Iteration 5F: 3 clusters Score -163113.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163265.375000 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -163265.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163376.375000 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -163376.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163466.375000 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -163466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -163534.359375 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -163534.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163636.046875 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -163636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163691.562500 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -163691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163708.687500 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -163708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -163715.140625 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -163715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163719.171875 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -163719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163721.687500 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -163721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163722.734375 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -163722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163724.953125 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -163725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163727.031250 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -163727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163728.687500 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -163728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163731.328125 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -163731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163769.437500 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -163769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163789.437500 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -163789.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163799.468750 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -163799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163802.656250 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -163802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163802.656250 Penalty: 3610.542236
	Iteration 25F: 3 clusters Score -163802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 75113 members 
Mstep: Class 35 contains 664 members 
Entering Unmasked Estep 
Score: -181056096.000000 Penalty: 122868.914062
Splitting cluster 15 changes total score from -181056032.000000 to -181056096.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (15344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Entering Unmasked Estep 
Score: -2074869.000000 Penalty: 2390.343018
	Iteration 0F: 2 clusters Score -2074869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2063888.625000 Penalty: 4780.686035
	Iteration 0F: 3 clusters Score -2063889 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2067509.625000 Penalty: 4780.686035
	Iteration 1F: 3 clusters Score -2067510 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2067840.250000 Penalty: 4780.686035
	Iteration 2F: 3 clusters Score -2067840 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2068059.625000 Penalty: 4780.686035
	Iteration 3Q: 3 clusters Score -2068060 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2068226.750000 Penalty: 4780.686035
	Iteration 4Q: 3 clusters Score -2068227 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2068369.750000 Penalty: 4780.686035
	Iteration 5Q: 3 clusters Score -2068370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2068536.875000 Penalty: 4780.686035
	Iteration 6Q: 3 clusters Score -2068537 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2068729.250000 Penalty: 4780.686035
	Iteration 7Q: 3 clusters Score -2068729 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2068998.125000 Penalty: 4780.686035
	Iteration 8Q: 3 clusters Score -2068998 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2069373.625000 Penalty: 4780.686035
	Iteration 9Q: 3 clusters Score -2069374 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2069925.875000 Penalty: 4780.686035
	Iteration 10F: 3 clusters Score -2069926 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2070715.125000 Penalty: 4780.686035
	Iteration 11F: 3 clusters Score -2070715 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2071630.250000 Penalty: 4780.686035
	Iteration 12F: 3 clusters Score -2071630 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2072469.125000 Penalty: 4780.686035
	Iteration 13F: 3 clusters Score -2072469 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2073020.250000 Penalty: 4780.686035
	Iteration 14Q: 3 clusters Score -2073020 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2073348.125000 Penalty: 4780.686035
	Iteration 15Q: 3 clusters Score -2073348 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2073508.750000 Penalty: 4780.686035
	Iteration 16Q: 3 clusters Score -2073509 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2073615.500000 Penalty: 4780.686035
	Iteration 17Q: 3 clusters Score -2073616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2073676.875000 Penalty: 4780.686035
	Iteration 18Q: 3 clusters Score -2073677 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2073727.500000 Penalty: 4780.686035
	Iteration 19Q: 3 clusters Score -2073728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2073752.250000 Penalty: 4780.686035
	Iteration 20F: 3 clusters Score -2073752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2073774.625000 Penalty: 4780.686035
	Iteration 21Q: 3 clusters Score -2073775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2073783.750000 Penalty: 4780.686035
	Iteration 22Q: 3 clusters Score -2073784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2073786.375000 Penalty: 4780.686035
	Iteration 23Q: 3 clusters Score -2073786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2073787.375000 Penalty: 4780.686035
	Iteration 24Q: 3 clusters Score -2073787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2073789.125000 Penalty: 4780.686035
	Iteration 25Q: 3 clusters Score -2073789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2073796.500000 Penalty: 4780.686035
	Iteration 26Q: 3 clusters Score -2073796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2073795.250000 Penalty: 4780.686035
	Iteration 27Q: 3 clusters Score -2073795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2073798.375000 Penalty: 4780.686035
	Iteration 28Q: 3 clusters Score -2073798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2073804.125000 Penalty: 4780.686035
	Iteration 29Q: 3 clusters Score -2073804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2073803.000000 Penalty: 4780.686035
	Iteration 30Q: 3 clusters Score -2073803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2073802.375000 Penalty: 4780.686035
	Iteration 31Q: 3 clusters Score -2073802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2073800.500000 Penalty: 4780.686035
	Iteration 32Q: 3 clusters Score -2073800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2073805.125000 Penalty: 4780.686035
	Iteration 33Q: 3 clusters Score -2073805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2073805.125000 Penalty: 4780.686035
	Iteration 34F: 3 clusters Score -2073805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Entering Unmasked Estep 
Score: -11461858.000000 Penalty: 2817.463867
	Iteration 0F: 2 clusters Score -1.146186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -11404141.000000 Penalty: 5634.927734
	Iteration 0F: 3 clusters Score -1.140414e+07 nChanged 40600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -11427135.000000 Penalty: 5634.927734
	Iteration 1F: 3 clusters Score -1.142714e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -11427782.000000 Penalty: 5634.927734
	Iteration 2Q: 3 clusters Score -1.142778e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -11428366.000000 Penalty: 5634.927734
	Iteration 3Q: 3 clusters Score -1.142837e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -11429378.000000 Penalty: 5634.927734
	Iteration 4Q: 3 clusters Score -1.142938e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -11431037.000000 Penalty: 5634.927734
	Iteration 5Q: 3 clusters Score -1.143104e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -11433930.000000 Penalty: 5634.927734
	Iteration 6F: 3 clusters Score -1.143393e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -11438030.000000 Penalty: 5634.927734
	Iteration 7F: 3 clusters Score -1.143803e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -11443529.000000 Penalty: 5634.927734
	Iteration 8F: 3 clusters Score -1.144353e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -11450478.000000 Penalty: 5634.927734
	Iteration 9F: 3 clusters Score -1.145048e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -11456322.000000 Penalty: 5634.927734
	Iteration 10F: 3 clusters Score -1.145632e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -11458928.000000 Penalty: 5634.927734
	Iteration 11Q: 3 clusters Score -1.145893e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -11459752.000000 Penalty: 5634.927734
	Iteration 12Q: 3 clusters Score -1.145975e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -11460089.000000 Penalty: 5634.927734
	Iteration 13Q: 3 clusters Score -1.146009e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -11460202.000000 Penalty: 5634.927734
	Iteration 14Q: 3 clusters Score -1.14602e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -11460384.000000 Penalty: 5634.927734
	Iteration 15Q: 3 clusters Score -1.146038e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -11460477.000000 Penalty: 5634.927734
	Iteration 16Q: 3 clusters Score -1.146048e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -11460557.000000 Penalty: 5634.927734
	Iteration 17Q: 3 clusters Score -1.146056e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -11460618.000000 Penalty: 5634.927734
	Iteration 18Q: 3 clusters Score -1.146062e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -11460679.000000 Penalty: 5634.927734
	Iteration 19Q: 3 clusters Score -1.146068e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -11460721.000000 Penalty: 5634.927734
	Iteration 20F: 3 clusters Score -1.146072e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -11460751.000000 Penalty: 5634.927734
	Iteration 21Q: 3 clusters Score -1.146075e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -11460792.000000 Penalty: 5634.927734
	Iteration 22Q: 3 clusters Score -1.146079e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -11460853.000000 Penalty: 5634.927734
	Iteration 23Q: 3 clusters Score -1.146085e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -11460903.000000 Penalty: 5634.927734
	Iteration 24Q: 3 clusters Score -1.14609e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -11460915.000000 Penalty: 5634.927734
	Iteration 25Q: 3 clusters Score -1.146092e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -11460936.000000 Penalty: 5634.927734
	Iteration 26Q: 3 clusters Score -1.146094e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -11460922.000000 Penalty: 5634.927734
	Iteration 27Q: 3 clusters Score -1.146092e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -11460954.000000 Penalty: 5634.927734
	Iteration 28Q: 3 clusters Score -1.146095e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -11460968.000000 Penalty: 5634.927734
	Iteration 29Q: 3 clusters Score -1.146097e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -11460986.000000 Penalty: 5634.927734
	Iteration 30Q: 3 clusters Score -1.146099e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -11460993.000000 Penalty: 5634.927734
	Iteration 31Q: 3 clusters Score -1.146099e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -11461025.000000 Penalty: 5634.927734
	Iteration 32Q: 3 clusters Score -1.146102e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -11461037.000000 Penalty: 5634.927734
	Iteration 33Q: 3 clusters Score -1.146104e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -11461075.000000 Penalty: 5634.927734
	Iteration 34Q: 3 clusters Score -1.146108e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -11461109.000000 Penalty: 5634.927734
	Iteration 35Q: 3 clusters Score -1.146111e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -11461151.000000 Penalty: 5634.927734
	Iteration 36Q: 3 clusters Score -1.146115e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -11461195.000000 Penalty: 5634.927734
	Iteration 37Q: 3 clusters Score -1.14612e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -11461196.000000 Penalty: 5634.927734
	Iteration 38Q: 3 clusters Score -1.14612e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -11461198.000000 Penalty: 5634.927734
	Iteration 39Q: 3 clusters Score -1.14612e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -11461273.000000 Penalty: 5634.927734
	Iteration 40F: 3 clusters Score -1.146127e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -11461298.000000 Penalty: 5634.927734
	Iteration 41Q: 3 clusters Score -1.14613e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -11461287.000000 Penalty: 5634.927734
	Iteration 42Q: 3 clusters Score -1.146129e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -11461314.000000 Penalty: 5634.927734
	Iteration 43Q: 3 clusters Score -1.146131e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -11461307.000000 Penalty: 5634.927734
	Iteration 44Q: 3 clusters Score -1.146131e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -11461321.000000 Penalty: 5634.927734
	Iteration 45Q: 3 clusters Score -1.146132e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -11461312.000000 Penalty: 5634.927734
	Iteration 46Q: 3 clusters Score -1.146131e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -11461304.000000 Penalty: 5634.927734
	Iteration 47Q: 3 clusters Score -1.14613e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -11461326.000000 Penalty: 5634.927734
	Iteration 48Q: 3 clusters Score -1.146133e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -11461323.000000 Penalty: 5634.927734
	Iteration 49Q: 3 clusters Score -1.146132e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -11461344.000000 Penalty: 5634.927734
	Iteration 50Q: 3 clusters Score -1.146134e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -11461384.000000 Penalty: 5634.927734
	Iteration 51Q: 3 clusters Score -1.146138e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -11461411.000000 Penalty: 5634.927734
	Iteration 52Q: 3 clusters Score -1.146141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -11461408.000000 Penalty: 5634.927734
	Iteration 53Q: 3 clusters Score -1.146141e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -11461399.000000 Penalty: 5634.927734
	Iteration 54Q: 3 clusters Score -1.14614e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -11461415.000000 Penalty: 5634.927734
	Iteration 55Q: 3 clusters Score -1.146142e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -11461414.000000 Penalty: 5634.927734
	Iteration 56Q: 3 clusters Score -1.146141e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -11461442.000000 Penalty: 5634.927734
	Iteration 57Q: 3 clusters Score -1.146144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -11461439.000000 Penalty: 5634.927734
	Iteration 58Q: 3 clusters Score -1.146144e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -11461429.000000 Penalty: 5634.927734
	Iteration 59Q: 3 clusters Score -1.146143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -11461426.000000 Penalty: 5634.927734
	Iteration 60F: 3 clusters Score -1.146143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -11461439.000000 Penalty: 5634.927734
	Iteration 61Q: 3 clusters Score -1.146144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -11461436.000000 Penalty: 5634.927734
	Iteration 62Q: 3 clusters Score -1.146144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -11461439.000000 Penalty: 5634.927734
	Iteration 63Q: 3 clusters Score -1.146144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -11461447.000000 Penalty: 5634.927734
	Iteration 64Q: 3 clusters Score -1.146145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -11461447.000000 Penalty: 5634.927734
	Iteration 65Q: 3 clusters Score -1.146145e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -11461449.000000 Penalty: 5634.927734
	Iteration 66Q: 3 clusters Score -1.146145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -11461471.000000 Penalty: 5634.927734
	Iteration 67Q: 3 clusters Score -1.146147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -11461477.000000 Penalty: 5634.927734
	Iteration 68Q: 3 clusters Score -1.146148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -11461488.000000 Penalty: 5634.927734
	Iteration 69Q: 3 clusters Score -1.146149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -11461471.000000 Penalty: 5634.927734
	Iteration 70Q: 3 clusters Score -1.146147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -11461476.000000 Penalty: 5634.927734
	Iteration 71Q: 3 clusters Score -1.146148e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -11461470.000000 Penalty: 5634.927734
	Iteration 72Q: 3 clusters Score -1.146147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -11461497.000000 Penalty: 5634.927734
	Iteration 73Q: 3 clusters Score -1.14615e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -11461504.000000 Penalty: 5634.927734
	Iteration 74Q: 3 clusters Score -1.14615e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -11461518.000000 Penalty: 5634.927734
	Iteration 75Q: 3 clusters Score -1.146152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -11461512.000000 Penalty: 5634.927734
	Iteration 76Q: 3 clusters Score -1.146151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -11461514.000000 Penalty: 5634.927734
	Iteration 77Q: 3 clusters Score -1.146151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -11461515.000000 Penalty: 5634.927734
	Iteration 78Q: 3 clusters Score -1.146152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -11461502.000000 Penalty: 5634.927734
	Iteration 79Q: 3 clusters Score -1.14615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11461494.000000 Penalty: 5634.927734
	Iteration 80F: 3 clusters Score -1.146149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -11461511.000000 Penalty: 5634.927734
	Iteration 81Q: 3 clusters Score -1.146151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -11461503.000000 Penalty: 5634.927734
	Iteration 82Q: 3 clusters Score -1.14615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -11461500.000000 Penalty: 5634.927734
	Iteration 83Q: 3 clusters Score -1.14615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -11461507.000000 Penalty: 5634.927734
	Iteration 84Q: 3 clusters Score -1.146151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -11461519.000000 Penalty: 5634.927734
	Iteration 85Q: 3 clusters Score -1.146152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -11461531.000000 Penalty: 5634.927734
	Iteration 86Q: 3 clusters Score -1.146153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -11461528.000000 Penalty: 5634.927734
	Iteration 87Q: 3 clusters Score -1.146153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -11461509.000000 Penalty: 5634.927734
	Iteration 88Q: 3 clusters Score -1.146151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -11461506.000000 Penalty: 5634.927734
	Iteration 89Q: 3 clusters Score -1.146151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -11461513.000000 Penalty: 5634.927734
	Iteration 90Q: 3 clusters Score -1.146151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -11461513.000000 Penalty: 5634.927734
	Iteration 91Q: 3 clusters Score -1.146151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -11461507.000000 Penalty: 5634.927734
	Iteration 92Q: 3 clusters Score -1.146151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -11461508.000000 Penalty: 5634.927734
	Iteration 93Q: 3 clusters Score -1.146151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -11461499.000000 Penalty: 5634.927734
	Iteration 94Q: 3 clusters Score -1.14615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -11461508.000000 Penalty: 5634.927734
	Iteration 95Q: 3 clusters Score -1.146151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -11461513.000000 Penalty: 5634.927734
	Iteration 96Q: 3 clusters Score -1.146151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -11461508.000000 Penalty: 5634.927734
	Iteration 97Q: 3 clusters Score -1.146151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -11461515.000000 Penalty: 5634.927734
	Iteration 98Q: 3 clusters Score -1.146152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -11461508.000000 Penalty: 5634.927734
	Iteration 99Q: 3 clusters Score -1.146151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -11461510.000000 Penalty: 5634.927734
	Iteration 100F: 3 clusters Score -1.146151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -11461504.000000 Penalty: 5634.927734
	Iteration 101Q: 3 clusters Score -1.14615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -11461503.000000 Penalty: 5634.927734
	Iteration 102Q: 3 clusters Score -1.14615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -11461502.000000 Penalty: 5634.927734
	Iteration 103Q: 3 clusters Score -1.14615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -11461504.000000 Penalty: 5634.927734
	Iteration 104Q: 3 clusters Score -1.14615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -11461507.000000 Penalty: 5634.927734
	Iteration 105Q: 3 clusters Score -1.146151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -11461518.000000 Penalty: 5634.927734
	Iteration 106Q: 3 clusters Score -1.146152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -11461509.000000 Penalty: 5634.927734
	Iteration 107Q: 3 clusters Score -1.146151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -11461523.000000 Penalty: 5634.927734
	Iteration 108Q: 3 clusters Score -1.146152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -11461506.000000 Penalty: 5634.927734
	Iteration 109Q: 3 clusters Score -1.146151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -11461509.000000 Penalty: 5634.927734
	Iteration 110Q: 3 clusters Score -1.146151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -11461505.000000 Penalty: 5634.927734
	Iteration 111Q: 3 clusters Score -1.14615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -11461505.000000 Penalty: 5634.927734
	Iteration 112F: 3 clusters Score -1.14615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Entering Unmasked Estep 
Score: -16779776.000000 Penalty: 2915.493164
	Iteration 0F: 2 clusters Score -1.677978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -16694950.000000 Penalty: 5830.986328
	Iteration 0F: 3 clusters Score -1.669495e+07 nChanged 60606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -16729940.000000 Penalty: 5830.986328
	Iteration 1F: 3 clusters Score -1.672994e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -16730825.000000 Penalty: 5830.986328
	Iteration 2Q: 3 clusters Score -1.673082e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -16732009.000000 Penalty: 5830.986328
	Iteration 3Q: 3 clusters Score -1.673201e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -16733963.000000 Penalty: 5830.986328
	Iteration 4Q: 3 clusters Score -1.673396e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -16737877.000000 Penalty: 5830.986328
	Iteration 5F: 3 clusters Score -1.673788e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -16744959.000000 Penalty: 5830.986328
	Iteration 6F: 3 clusters Score -1.674496e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -16754274.000000 Penalty: 5830.986328
	Iteration 7F: 3 clusters Score -1.675427e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 114123 members 
Entering Unmasked Estep 
Score: -16763918.000000 Penalty: 5830.986328
	Iteration 8F: 3 clusters Score -1.676392e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -16771445.000000 Penalty: 5830.986328
	Iteration 9F: 3 clusters Score -1.677144e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -16775025.000000 Penalty: 5830.986328
	Iteration 10Q: 3 clusters Score -1.677502e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -16776446.000000 Penalty: 5830.986328
	Iteration 11Q: 3 clusters Score -1.677645e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 127153 members 
Entering Unmasked Estep 
Score: -16776807.000000 Penalty: 5830.986328
	Iteration 12Q: 3 clusters Score -1.677681e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -16776968.000000 Penalty: 5830.986328
	Iteration 13Q: 3 clusters Score -1.677697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -16777041.000000 Penalty: 5830.986328
	Iteration 14Q: 3 clusters Score -1.677704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -16777058.000000 Penalty: 5830.986328
	Iteration 15Q: 3 clusters Score -1.677706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -16777077.000000 Penalty: 5830.986328
	Iteration 16Q: 3 clusters Score -1.677708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -16777109.000000 Penalty: 5830.986328
	Iteration 17Q: 3 clusters Score -1.677711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -16777117.000000 Penalty: 5830.986328
	Iteration 18Q: 3 clusters Score -1.677712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127294 members 
Entering Unmasked Estep 
Score: -16777120.000000 Penalty: 5830.986328
	Iteration 19Q: 3 clusters Score -1.677712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -16777129.000000 Penalty: 5830.986328
	Iteration 20F: 3 clusters Score -1.677713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -16777133.000000 Penalty: 5830.986328
	Iteration 21Q: 3 clusters Score -1.677713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -16777133.000000 Penalty: 5830.986328
	Iteration 22F: 3 clusters Score -1.677713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137500 members 
Entering Unmasked Estep 
Score: -17106074.000000 Penalty: 2934.181885
	Iteration 0F: 2 clusters Score -1.710607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -17014374.000000 Penalty: 5868.363770
	Iteration 0F: 3 clusters Score -1.701437e+07 nChanged 65371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -17052504.000000 Penalty: 5868.363770
	Iteration 1F: 3 clusters Score -1.70525e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -17054130.000000 Penalty: 5868.363770
	Iteration 2Q: 3 clusters Score -1.705413e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -17056046.000000 Penalty: 5868.363770
	Iteration 3Q: 3 clusters Score -1.705605e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -17058692.000000 Penalty: 5868.363770
	Iteration 4Q: 3 clusters Score -1.705869e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -17062104.000000 Penalty: 5868.363770
	Iteration 5F: 3 clusters Score -1.70621e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -17065644.000000 Penalty: 5868.363770
	Iteration 6F: 3 clusters Score -1.706564e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -17069080.000000 Penalty: 5868.363770
	Iteration 7F: 3 clusters Score -1.706908e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -17072308.000000 Penalty: 5868.363770
	Iteration 8F: 3 clusters Score -1.707231e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -17074654.000000 Penalty: 5868.363770
	Iteration 9Q: 3 clusters Score -1.707465e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -17076638.000000 Penalty: 5868.363770
	Iteration 10Q: 3 clusters Score -1.707664e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -17078214.000000 Penalty: 5868.363770
	Iteration 11Q: 3 clusters Score -1.707821e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -17079672.000000 Penalty: 5868.363770
	Iteration 12Q: 3 clusters Score -1.707967e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -17081372.000000 Penalty: 5868.363770
	Iteration 13Q: 3 clusters Score -1.708137e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -17082926.000000 Penalty: 5868.363770
	Iteration 14Q: 3 clusters Score -1.708293e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -17084550.000000 Penalty: 5868.363770
	Iteration 15Q: 3 clusters Score -1.708455e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -17085858.000000 Penalty: 5868.363770
	Iteration 16Q: 3 clusters Score -1.708586e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -17087044.000000 Penalty: 5868.363770
	Iteration 17Q: 3 clusters Score -1.708704e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -17087974.000000 Penalty: 5868.363770
	Iteration 18Q: 3 clusters Score -1.708797e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -17088822.000000 Penalty: 5868.363770
	Iteration 19Q: 3 clusters Score -1.708882e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -17089550.000000 Penalty: 5868.363770
	Iteration 20F: 3 clusters Score -1.708955e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -17090278.000000 Penalty: 5868.363770
	Iteration 21Q: 3 clusters Score -1.709028e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -17090934.000000 Penalty: 5868.363770
	Iteration 22Q: 3 clusters Score -1.709093e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -17091690.000000 Penalty: 5868.363770
	Iteration 23Q: 3 clusters Score -1.709169e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -17092390.000000 Penalty: 5868.363770
	Iteration 24Q: 3 clusters Score -1.709239e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -17093318.000000 Penalty: 5868.363770
	Iteration 25Q: 3 clusters Score -1.709332e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -17094132.000000 Penalty: 5868.363770
	Iteration 26Q: 3 clusters Score -1.709413e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -17094978.000000 Penalty: 5868.363770
	Iteration 27Q: 3 clusters Score -1.709498e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -17096000.000000 Penalty: 5868.363770
	Iteration 28Q: 3 clusters Score -1.7096e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -17096816.000000 Penalty: 5868.363770
	Iteration 29Q: 3 clusters Score -1.709682e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -17097868.000000 Penalty: 5868.363770
	Iteration 30Q: 3 clusters Score -1.709787e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -17098680.000000 Penalty: 5868.363770
	Iteration 31Q: 3 clusters Score -1.709868e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -17099462.000000 Penalty: 5868.363770
	Iteration 32Q: 3 clusters Score -1.709946e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -17100272.000000 Penalty: 5868.363770
	Iteration 33Q: 3 clusters Score -1.710027e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -17101026.000000 Penalty: 5868.363770
	Iteration 34Q: 3 clusters Score -1.710103e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 130480 members 
Entering Unmasked Estep 
Score: -17101584.000000 Penalty: 5868.363770
	Iteration 35Q: 3 clusters Score -1.710158e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 131537 members 
Entering Unmasked Estep 
Score: -17101994.000000 Penalty: 5868.363770
	Iteration 36Q: 3 clusters Score -1.710199e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -17102368.000000 Penalty: 5868.363770
	Iteration 37Q: 3 clusters Score -1.710237e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -17102662.000000 Penalty: 5868.363770
	Iteration 38Q: 3 clusters Score -1.710266e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 133487 members 
Entering Unmasked Estep 
Score: -17102896.000000 Penalty: 5868.363770
	Iteration 39Q: 3 clusters Score -1.71029e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -17103092.000000 Penalty: 5868.363770
	Iteration 40F: 3 clusters Score -1.710309e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -17103264.000000 Penalty: 5868.363770
	Iteration 41Q: 3 clusters Score -1.710326e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 134393 members 
Entering Unmasked Estep 
Score: -17103352.000000 Penalty: 5868.363770
	Iteration 42Q: 3 clusters Score -1.710335e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 134572 members 
Entering Unmasked Estep 
Score: -17103440.000000 Penalty: 5868.363770
	Iteration 43Q: 3 clusters Score -1.710344e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -17103498.000000 Penalty: 5868.363770
	Iteration 44Q: 3 clusters Score -1.71035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -17103568.000000 Penalty: 5868.363770
	Iteration 45Q: 3 clusters Score -1.710357e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -17103610.000000 Penalty: 5868.363770
	Iteration 46Q: 3 clusters Score -1.710361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
Score: -17103646.000000 Penalty: 5868.363770
	Iteration 47Q: 3 clusters Score -1.710365e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -17103688.000000 Penalty: 5868.363770
	Iteration 48Q: 3 clusters Score -1.710369e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -17103690.000000 Penalty: 5868.363770
	Iteration 49Q: 3 clusters Score -1.710369e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 135228 members 
Entering Unmasked Estep 
Score: -17103696.000000 Penalty: 5868.363770
	Iteration 50Q: 3 clusters Score -1.71037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 135282 members 
Entering Unmasked Estep 
Score: -17103732.000000 Penalty: 5868.363770
	Iteration 51Q: 3 clusters Score -1.710373e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -17103750.000000 Penalty: 5868.363770
	Iteration 52Q: 3 clusters Score -1.710375e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -17103768.000000 Penalty: 5868.363770
	Iteration 53Q: 3 clusters Score -1.710377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -17103760.000000 Penalty: 5868.363770
	Iteration 54Q: 3 clusters Score -1.710376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -17103770.000000 Penalty: 5868.363770
	Iteration 55Q: 3 clusters Score -1.710377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -17103770.000000 Penalty: 5868.363770
	Iteration 56Q: 3 clusters Score -1.710377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -17103770.000000 Penalty: 5868.363770
	Iteration 57Q: 3 clusters Score -1.710377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -17103780.000000 Penalty: 5868.363770
	Iteration 58Q: 3 clusters Score -1.710378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -17103794.000000 Penalty: 5868.363770
	Iteration 59Q: 3 clusters Score -1.710379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 135535 members 
Entering Unmasked Estep 
Score: -17103800.000000 Penalty: 5868.363770
	Iteration 60F: 3 clusters Score -1.71038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -17103810.000000 Penalty: 5868.363770
	Iteration 61Q: 3 clusters Score -1.710381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 135566 members 
Entering Unmasked Estep 
Score: -17103824.000000 Penalty: 5868.363770
	Iteration 62Q: 3 clusters Score -1.710382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 135588 members 
Entering Unmasked Estep 
Score: -17103822.000000 Penalty: 5868.363770
	Iteration 63Q: 3 clusters Score -1.710382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -17103828.000000 Penalty: 5868.363770
	Iteration 64Q: 3 clusters Score -1.710383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -17103842.000000 Penalty: 5868.363770
	Iteration 65Q: 3 clusters Score -1.710384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -17103870.000000 Penalty: 5868.363770
	Iteration 66Q: 3 clusters Score -1.710387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -17103874.000000 Penalty: 5868.363770
	Iteration 67Q: 3 clusters Score -1.710387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -17103872.000000 Penalty: 5868.363770
	Iteration 68Q: 3 clusters Score -1.710387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 135649 members 
Entering Unmasked Estep 
Score: -17103890.000000 Penalty: 5868.363770
	Iteration 69Q: 3 clusters Score -1.710389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 135652 members 
Entering Unmasked Estep 
Score: -17103888.000000 Penalty: 5868.363770
	Iteration 70Q: 3 clusters Score -1.710389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -17103884.000000 Penalty: 5868.363770
	Iteration 71Q: 3 clusters Score -1.710388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -17103886.000000 Penalty: 5868.363770
	Iteration 72Q: 3 clusters Score -1.710389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -17103884.000000 Penalty: 5868.363770
	Iteration 73Q: 3 clusters Score -1.710388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -17103878.000000 Penalty: 5868.363770
	Iteration 74Q: 3 clusters Score -1.710388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -17103880.000000 Penalty: 5868.363770
	Iteration 75Q: 3 clusters Score -1.710388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -17103872.000000 Penalty: 5868.363770
	Iteration 76Q: 3 clusters Score -1.710387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -17103872.000000 Penalty: 5868.363770
	Iteration 77F: 3 clusters Score -1.710387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -298688.000000 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -298688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295842.343750 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -295842.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296387.312500 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -296387.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -296569.843750 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -296569.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -296693.125000 Penalty: 3859.030273
	Iteration 3F: 3 clusters Score -296693.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296812.531250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -296812.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296932.562500 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -296932.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -297136.437500 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -297136.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -297397.093750 Penalty: 3859.030273
	Iteration 7F: 3 clusters Score -297397.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -297808.593750 Penalty: 3859.030273
	Iteration 8F: 3 clusters Score -297808.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -298437.625000 Penalty: 3859.030273
	Iteration 9F: 3 clusters Score -298437.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299074.875000 Penalty: 3859.030273
	Iteration 10F: 3 clusters Score -299074.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -299676.906250 Penalty: 3859.030273
	Iteration 11F: 3 clusters Score -299676.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -300131.187500 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -300131.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -300235.468750 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -300235.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -300268.656250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -300268.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -300284.625000 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -300284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -300293.687500 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -300293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -300297.281250 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -300297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -300299.093750 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -300299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -300301.687500 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -300301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -300304.375000 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -300304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -300305.875000 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -300305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -300309.593750 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -300309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -300313.343750 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -300313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -300314.375000 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -300314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -300315.593750 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -300315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -300316.281250 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -300316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -300316.281250 Penalty: 3859.030273
	Iteration 27F: 3 clusters Score -300316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 75113 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 1775 members 
Entering Unmasked Estep 
Score: -181056336.000000 Penalty: 126379.453125
Splitting cluster 20 changes total score from -181056032.000000 to -181056336.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -581288.437500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -581288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -576930.875000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -576930.9 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -578097.062500 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -578097.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -578576.375000 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -578576.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -578995.937500 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -578995.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -579269.375000 Penalty: 4197.622070
	Iteration 4F: 3 clusters Score -579269.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579473.625000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -579473.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -579595.250000 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -579595.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -579675.625000 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -579675.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579718.437500 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -579718.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579746.437500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -579746.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -579771.625000 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -579771.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -579797.250000 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -579797.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579813.875000 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -579813.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -579832.437500 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -579832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -579841.000000 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -579841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -579849.375000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -579849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -579856.312500 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -579856.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579866.875000 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -579866.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -579874.125000 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -579874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -579882.687500 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -579882.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -579887.625000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -579887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -579888.687500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -579888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -579890.750000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -579890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -579891.187500 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -579891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579894.000000 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -579894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579894.687500 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -579894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579895.875000 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -579895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -579898.312500 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -579898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -579898.625000 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -579898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -579899.562500 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -579899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -579899.437500 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -579899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -579898.937500 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -579898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -579899.000000 Penalty: 4197.622070
	Iteration 32Q: 3 clusters Score -579899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579900.437500 Penalty: 4197.622070
	Iteration 33Q: 3 clusters Score -579900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579900.312500 Penalty: 4197.622070
	Iteration 34Q: 3 clusters Score -579900.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -579902.250000 Penalty: 4197.622070
	Iteration 35Q: 3 clusters Score -579902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579903.125000 Penalty: 4197.622070
	Iteration 36Q: 3 clusters Score -579903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579905.375000 Penalty: 4197.622070
	Iteration 37Q: 3 clusters Score -579905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579906.312500 Penalty: 4197.622070
	Iteration 38Q: 3 clusters Score -579906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579906.500000 Penalty: 4197.622070
	Iteration 39Q: 3 clusters Score -579906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579906.500000 Penalty: 4197.622070
	Iteration 40F: 3 clusters Score -579906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Entering Unmasked Estep 
Score: -2339516.500000 Penalty: 2420.241943
	Iteration 0F: 2 clusters Score -2339516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2327214.750000 Penalty: 4840.483887
	Iteration 0F: 3 clusters Score -2327215 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2331417.750000 Penalty: 4840.483887
	Iteration 1F: 3 clusters Score -2331418 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2332199.500000 Penalty: 4840.483887
	Iteration 2F: 3 clusters Score -2332200 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2333102.750000 Penalty: 4840.483887
	Iteration 3F: 3 clusters Score -2333103 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2333993.000000 Penalty: 4840.483887
	Iteration 4F: 3 clusters Score -2333993 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2334890.250000 Penalty: 4840.483887
	Iteration 5F: 3 clusters Score -2334890 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2335716.500000 Penalty: 4840.483887
	Iteration 6F: 3 clusters Score -2335716 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2336291.000000 Penalty: 4840.483887
	Iteration 7Q: 3 clusters Score -2336291 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2336629.000000 Penalty: 4840.483887
	Iteration 8Q: 3 clusters Score -2336629 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2336838.250000 Penalty: 4840.483887
	Iteration 9Q: 3 clusters Score -2336838 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2336959.000000 Penalty: 4840.483887
	Iteration 10Q: 3 clusters Score -2336959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2337052.500000 Penalty: 4840.483887
	Iteration 11Q: 3 clusters Score -2337052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2337160.000000 Penalty: 4840.483887
	Iteration 12Q: 3 clusters Score -2337160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2337237.250000 Penalty: 4840.483887
	Iteration 13Q: 3 clusters Score -2337237 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2337308.000000 Penalty: 4840.483887
	Iteration 14Q: 3 clusters Score -2337308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2337396.750000 Penalty: 4840.483887
	Iteration 15Q: 3 clusters Score -2337397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2337482.500000 Penalty: 4840.483887
	Iteration 16Q: 3 clusters Score -2337482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2337580.000000 Penalty: 4840.483887
	Iteration 17Q: 3 clusters Score -2337580 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2337664.250000 Penalty: 4840.483887
	Iteration 18Q: 3 clusters Score -2337664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2337743.250000 Penalty: 4840.483887
	Iteration 19Q: 3 clusters Score -2337743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2337829.750000 Penalty: 4840.483887
	Iteration 20F: 3 clusters Score -2337830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2337901.250000 Penalty: 4840.483887
	Iteration 21Q: 3 clusters Score -2337901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2337969.500000 Penalty: 4840.483887
	Iteration 22Q: 3 clusters Score -2337970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2338005.750000 Penalty: 4840.483887
	Iteration 23Q: 3 clusters Score -2338006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2338058.750000 Penalty: 4840.483887
	Iteration 24Q: 3 clusters Score -2338059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2338085.000000 Penalty: 4840.483887
	Iteration 25Q: 3 clusters Score -2338085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2338105.500000 Penalty: 4840.483887
	Iteration 26Q: 3 clusters Score -2338106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2338110.500000 Penalty: 4840.483887
	Iteration 27Q: 3 clusters Score -2338110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2338116.500000 Penalty: 4840.483887
	Iteration 28Q: 3 clusters Score -2338116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2338121.750000 Penalty: 4840.483887
	Iteration 29Q: 3 clusters Score -2338122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2338124.500000 Penalty: 4840.483887
	Iteration 30Q: 3 clusters Score -2338124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2338132.000000 Penalty: 4840.483887
	Iteration 31Q: 3 clusters Score -2338132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2338137.750000 Penalty: 4840.483887
	Iteration 32Q: 3 clusters Score -2338138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2338142.750000 Penalty: 4840.483887
	Iteration 33Q: 3 clusters Score -2338143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2338147.750000 Penalty: 4840.483887
	Iteration 34Q: 3 clusters Score -2338148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2338154.500000 Penalty: 4840.483887
	Iteration 35Q: 3 clusters Score -2338154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2338161.500000 Penalty: 4840.483887
	Iteration 36Q: 3 clusters Score -2338162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2338165.750000 Penalty: 4840.483887
	Iteration 37Q: 3 clusters Score -2338166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2338162.500000 Penalty: 4840.483887
	Iteration 38Q: 3 clusters Score -2338162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2338160.000000 Penalty: 4840.483887
	Iteration 39Q: 3 clusters Score -2338160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2338165.750000 Penalty: 4840.483887
	Iteration 40F: 3 clusters Score -2338166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2338163.750000 Penalty: 4840.483887
	Iteration 41Q: 3 clusters Score -2338164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2338169.750000 Penalty: 4840.483887
	Iteration 42Q: 3 clusters Score -2338170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2338170.000000 Penalty: 4840.483887
	Iteration 43Q: 3 clusters Score -2338170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2338169.500000 Penalty: 4840.483887
	Iteration 44Q: 3 clusters Score -2338170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2338167.250000 Penalty: 4840.483887
	Iteration 45Q: 3 clusters Score -2338167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2338175.000000 Penalty: 4840.483887
	Iteration 46Q: 3 clusters Score -2338175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2338174.500000 Penalty: 4840.483887
	Iteration 47Q: 3 clusters Score -2338174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2338173.250000 Penalty: 4840.483887
	Iteration 48Q: 3 clusters Score -2338173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2338171.750000 Penalty: 4840.483887
	Iteration 49Q: 3 clusters Score -2338172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2338173.000000 Penalty: 4840.483887
	Iteration 50Q: 3 clusters Score -2338173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2338171.750000 Penalty: 4840.483887
	Iteration 51Q: 3 clusters Score -2338172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2338169.750000 Penalty: 4840.483887
	Iteration 52Q: 3 clusters Score -2338170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2338171.250000 Penalty: 4840.483887
	Iteration 53Q: 3 clusters Score -2338171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2338169.500000 Penalty: 4840.483887
	Iteration 54Q: 3 clusters Score -2338170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2338170.750000 Penalty: 4840.483887
	Iteration 55Q: 3 clusters Score -2338171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2338173.000000 Penalty: 4840.483887
	Iteration 56Q: 3 clusters Score -2338173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2338173.000000 Penalty: 4840.483887
	Iteration 57F: 3 clusters Score -2338173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Entering Unmasked Estep 
Score: -18240650.000000 Penalty: 2932.872559
	Iteration 0F: 2 clusters Score -1.824065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -18150544.000000 Penalty: 5865.745117
	Iteration 0F: 3 clusters Score -1.815054e+07 nChanged 65052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -18188428.000000 Penalty: 5865.745117
	Iteration 1F: 3 clusters Score -1.818843e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -18189526.000000 Penalty: 5865.745117
	Iteration 2Q: 3 clusters Score -1.818953e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -18190944.000000 Penalty: 5865.745117
	Iteration 3Q: 3 clusters Score -1.819094e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -18193512.000000 Penalty: 5865.745117
	Iteration 4Q: 3 clusters Score -1.819351e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -18197998.000000 Penalty: 5865.745117
	Iteration 5F: 3 clusters Score -1.8198e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -18205892.000000 Penalty: 5865.745117
	Iteration 6F: 3 clusters Score -1.820589e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -18217420.000000 Penalty: 5865.745117
	Iteration 7F: 3 clusters Score -1.821742e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 126929 members 
Entering Unmasked Estep 
Score: -18228368.000000 Penalty: 5865.745117
	Iteration 8F: 3 clusters Score -1.822837e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 133411 members 
Entering Unmasked Estep 
Score: -18234744.000000 Penalty: 5865.745117
	Iteration 9Q: 3 clusters Score -1.823474e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135779 members 
Entering Unmasked Estep 
Score: -18237048.000000 Penalty: 5865.745117
	Iteration 10Q: 3 clusters Score -1.823705e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 136346 members 
Entering Unmasked Estep 
Score: -18237730.000000 Penalty: 5865.745117
	Iteration 11Q: 3 clusters Score -1.823773e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -18237920.000000 Penalty: 5865.745117
	Iteration 12Q: 3 clusters Score -1.823792e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -18238008.000000 Penalty: 5865.745117
	Iteration 13Q: 3 clusters Score -1.823801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -18238038.000000 Penalty: 5865.745117
	Iteration 14Q: 3 clusters Score -1.823804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -18238040.000000 Penalty: 5865.745117
	Iteration 15Q: 3 clusters Score -1.823804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -18238062.000000 Penalty: 5865.745117
	Iteration 16Q: 3 clusters Score -1.823806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136558 members 
Entering Unmasked Estep 
Score: -18238058.000000 Penalty: 5865.745117
	Iteration 17Q: 3 clusters Score -1.823806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -18238072.000000 Penalty: 5865.745117
	Iteration 18Q: 3 clusters Score -1.823807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -18238082.000000 Penalty: 5865.745117
	Iteration 19Q: 3 clusters Score -1.823808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -18238090.000000 Penalty: 5865.745117
	Iteration 20F: 3 clusters Score -1.823809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -18238102.000000 Penalty: 5865.745117
	Iteration 21Q: 3 clusters Score -1.82381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -18238096.000000 Penalty: 5865.745117
	Iteration 22Q: 3 clusters Score -1.82381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -18238098.000000 Penalty: 5865.745117
	Iteration 23Q: 3 clusters Score -1.82381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -18238098.000000 Penalty: 5865.745117
	Iteration 24F: 3 clusters Score -1.82381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -708192.875000 Penalty: 2145.757568
	Iteration 0F: 2 clusters Score -708192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -703229.250000 Penalty: 4291.515137
	Iteration 0F: 3 clusters Score -703229.2 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -704828.062500 Penalty: 4291.515137
	Iteration 1F: 3 clusters Score -704828.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -705928.812500 Penalty: 4291.515137
	Iteration 2F: 3 clusters Score -705928.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -707011.750000 Penalty: 4291.515137
	Iteration 3F: 3 clusters Score -707011.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -707609.375000 Penalty: 4291.515137
	Iteration 4F: 3 clusters Score -707609.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707906.812500 Penalty: 4291.515137
	Iteration 5F: 3 clusters Score -707906.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -708044.250000 Penalty: 4291.515137
	Iteration 6Q: 3 clusters Score -708044.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -708102.250000 Penalty: 4291.515137
	Iteration 7Q: 3 clusters Score -708102.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -708131.750000 Penalty: 4291.515137
	Iteration 8Q: 3 clusters Score -708131.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -708146.812500 Penalty: 4291.515137
	Iteration 9Q: 3 clusters Score -708146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -708158.687500 Penalty: 4291.515137
	Iteration 10Q: 3 clusters Score -708158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -708163.812500 Penalty: 4291.515137
	Iteration 11Q: 3 clusters Score -708163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -708167.250000 Penalty: 4291.515137
	Iteration 12Q: 3 clusters Score -708167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -708169.562500 Penalty: 4291.515137
	Iteration 13Q: 3 clusters Score -708169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -708173.125000 Penalty: 4291.515137
	Iteration 14Q: 3 clusters Score -708173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -708173.812500 Penalty: 4291.515137
	Iteration 15Q: 3 clusters Score -708173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -708172.437500 Penalty: 4291.515137
	Iteration 16Q: 3 clusters Score -708172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -708174.125000 Penalty: 4291.515137
	Iteration 17Q: 3 clusters Score -708174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -708175.000000 Penalty: 4291.515137
	Iteration 18Q: 3 clusters Score -708175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -708175.750000 Penalty: 4291.515137
	Iteration 19Q: 3 clusters Score -708175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -708176.187500 Penalty: 4291.515137
	Iteration 20F: 3 clusters Score -708176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -708177.437500 Penalty: 4291.515137
	Iteration 21Q: 3 clusters Score -708177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -708178.187500 Penalty: 4291.515137
	Iteration 22Q: 3 clusters Score -708178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -708178.375000 Penalty: 4291.515137
	Iteration 23Q: 3 clusters Score -708178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -708178.687500 Penalty: 4291.515137
	Iteration 24Q: 3 clusters Score -708178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -708178.687500 Penalty: 4291.515137
	Iteration 25F: 3 clusters Score -708178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -55691.156250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -55691.16 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 217 members 
Entering Unmasked Estep 
Score: -54311.808594 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -54311.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54444.019531 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -54444.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54507.765625 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -54507.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54527.140625 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -54527.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54542.917969 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -54542.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54564.039062 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -54564.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54573.140625 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -54573.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54575.437500 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -54575.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54576.695312 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -54576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54576.695312 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -54576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Entering Unmasked Estep 
Score: -2595473.250000 Penalty: 2456.263184
	Iteration 0F: 2 clusters Score -2595473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2581349.750000 Penalty: 4912.526367
	Iteration 0F: 3 clusters Score -2581350 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2586337.250000 Penalty: 4912.526367
	Iteration 1F: 3 clusters Score -2586337 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2586934.000000 Penalty: 4912.526367
	Iteration 2F: 3 clusters Score -2586934 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2587575.750000 Penalty: 4912.526367
	Iteration 3F: 3 clusters Score -2587576 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2588616.250000 Penalty: 4912.526367
	Iteration 4F: 3 clusters Score -2588616 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2590412.500000 Penalty: 4912.526367
	Iteration 5F: 3 clusters Score -2590412 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2593101.750000 Penalty: 4912.526367
	Iteration 6F: 3 clusters Score -2593102 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2595689.750000 Penalty: 4912.526367
	Iteration 7F: 3 clusters Score -2595690 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2596674.000000 Penalty: 4912.526367
	Iteration 8F: 3 clusters Score -2596674 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2596990.250000 Penalty: 4912.526367
	Iteration 9Q: 3 clusters Score -2596990 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2597132.000000 Penalty: 4912.526367
	Iteration 10Q: 3 clusters Score -2597132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2597234.250000 Penalty: 4912.526367
	Iteration 11Q: 3 clusters Score -2597234 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2597302.250000 Penalty: 4912.526367
	Iteration 12Q: 3 clusters Score -2597302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2597376.250000 Penalty: 4912.526367
	Iteration 13Q: 3 clusters Score -2597376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2597429.000000 Penalty: 4912.526367
	Iteration 14Q: 3 clusters Score -2597429 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2597490.500000 Penalty: 4912.526367
	Iteration 15Q: 3 clusters Score -2597490 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2597556.750000 Penalty: 4912.526367
	Iteration 16Q: 3 clusters Score -2597557 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2597664.000000 Penalty: 4912.526367
	Iteration 17Q: 3 clusters Score -2597664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2597800.000000 Penalty: 4912.526367
	Iteration 18Q: 3 clusters Score -2597800 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2597963.500000 Penalty: 4912.526367
	Iteration 19Q: 3 clusters Score -2597964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2598157.500000 Penalty: 4912.526367
	Iteration 20F: 3 clusters Score -2598158 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2598449.750000 Penalty: 4912.526367
	Iteration 21Q: 3 clusters Score -2598450 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2598901.000000 Penalty: 4912.526367
	Iteration 22Q: 3 clusters Score -2598901 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2599698.750000 Penalty: 4912.526367
	Iteration 23Q: 3 clusters Score -2599699 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2601114.500000 Penalty: 4912.526367
	Iteration 24Q: 3 clusters Score -2601114 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2603092.500000 Penalty: 4912.526367
	Iteration 25Q: 3 clusters Score -2603092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2604427.000000 Penalty: 4912.526367
	Iteration 26Q: 3 clusters Score -2604427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2604671.250000 Penalty: 4912.526367
	Iteration 27Q: 3 clusters Score -2604671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2604705.500000 Penalty: 4912.526367
	Iteration 28Q: 3 clusters Score -2604706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2604711.000000 Penalty: 4912.526367
	Iteration 29Q: 3 clusters Score -2604711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2604713.750000 Penalty: 4912.526367
	Iteration 30Q: 3 clusters Score -2604714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2604714.750000 Penalty: 4912.526367
	Iteration 31Q: 3 clusters Score -2604715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2604714.750000 Penalty: 4912.526367
	Iteration 32F: 3 clusters Score -2604715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1705 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 75113 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 6578 members 
Entering Unmasked Estep 
Score: -181062032.000000 Penalty: 129890.000000
Splitting cluster 26 changes total score from -181056032.000000 to -181062032.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (17605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Entering Unmasked Estep 
Score: -2380587.000000 Penalty: 2424.432617
	Iteration 0F: 2 clusters Score -2380587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2368093.250000 Penalty: 4848.865234
	Iteration 0F: 3 clusters Score -2368093 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2372379.000000 Penalty: 4848.865234
	Iteration 1F: 3 clusters Score -2372379 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2372828.250000 Penalty: 4848.865234
	Iteration 2F: 3 clusters Score -2372828 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2373176.500000 Penalty: 4848.865234
	Iteration 3Q: 3 clusters Score -2373176 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2373547.000000 Penalty: 4848.865234
	Iteration 4Q: 3 clusters Score -2373547 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2373961.000000 Penalty: 4848.865234
	Iteration 5Q: 3 clusters Score -2373961 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2374435.500000 Penalty: 4848.865234
	Iteration 6Q: 3 clusters Score -2374436 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2374995.250000 Penalty: 4848.865234
	Iteration 7F: 3 clusters Score -2374995 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2375647.500000 Penalty: 4848.865234
	Iteration 8F: 3 clusters Score -2375648 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2376258.750000 Penalty: 4848.865234
	Iteration 9F: 3 clusters Score -2376259 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2376722.750000 Penalty: 4848.865234
	Iteration 10Q: 3 clusters Score -2376723 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2377004.250000 Penalty: 4848.865234
	Iteration 11Q: 3 clusters Score -2377004 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2377157.750000 Penalty: 4848.865234
	Iteration 12Q: 3 clusters Score -2377158 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2377236.250000 Penalty: 4848.865234
	Iteration 13Q: 3 clusters Score -2377236 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2377293.250000 Penalty: 4848.865234
	Iteration 14Q: 3 clusters Score -2377293 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2377328.250000 Penalty: 4848.865234
	Iteration 15Q: 3 clusters Score -2377328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2377368.000000 Penalty: 4848.865234
	Iteration 16Q: 3 clusters Score -2377368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2377389.750000 Penalty: 4848.865234
	Iteration 17Q: 3 clusters Score -2377390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2377427.250000 Penalty: 4848.865234
	Iteration 18Q: 3 clusters Score -2377427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2377449.000000 Penalty: 4848.865234
	Iteration 19Q: 3 clusters Score -2377449 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2377464.750000 Penalty: 4848.865234
	Iteration 20F: 3 clusters Score -2377465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2377475.500000 Penalty: 4848.865234
	Iteration 21Q: 3 clusters Score -2377476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2377494.750000 Penalty: 4848.865234
	Iteration 22Q: 3 clusters Score -2377495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2377514.750000 Penalty: 4848.865234
	Iteration 23Q: 3 clusters Score -2377515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2377540.750000 Penalty: 4848.865234
	Iteration 24Q: 3 clusters Score -2377541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2377565.250000 Penalty: 4848.865234
	Iteration 25Q: 3 clusters Score -2377565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2377582.250000 Penalty: 4848.865234
	Iteration 26Q: 3 clusters Score -2377582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2377588.000000 Penalty: 4848.865234
	Iteration 27Q: 3 clusters Score -2377588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2377605.750000 Penalty: 4848.865234
	Iteration 28Q: 3 clusters Score -2377606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2377618.250000 Penalty: 4848.865234
	Iteration 29Q: 3 clusters Score -2377618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2377637.500000 Penalty: 4848.865234
	Iteration 30Q: 3 clusters Score -2377638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2377658.000000 Penalty: 4848.865234
	Iteration 31Q: 3 clusters Score -2377658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2377669.000000 Penalty: 4848.865234
	Iteration 32Q: 3 clusters Score -2377669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2377690.250000 Penalty: 4848.865234
	Iteration 33Q: 3 clusters Score -2377690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2377699.250000 Penalty: 4848.865234
	Iteration 34Q: 3 clusters Score -2377699 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2377730.750000 Penalty: 4848.865234
	Iteration 35Q: 3 clusters Score -2377731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2377746.250000 Penalty: 4848.865234
	Iteration 36Q: 3 clusters Score -2377746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2377775.750000 Penalty: 4848.865234
	Iteration 37Q: 3 clusters Score -2377776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2377813.750000 Penalty: 4848.865234
	Iteration 38Q: 3 clusters Score -2377814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2377837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2377861.250000 Penalty: 4848.865234
	Iteration 40F: 3 clusters Score -2377861 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2377887.000000 Penalty: 4848.865234
	Iteration 41Q: 3 clusters Score -2377887 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2377908.500000 Penalty: 4848.865234
	Iteration 42Q: 3 clusters Score -2377908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2377945.500000 Penalty: 4848.865234
	Iteration 43Q: 3 clusters Score -2377946 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2377955.750000 Penalty: 4848.865234
	Iteration 44Q: 3 clusters Score -2377956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2377975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2377991.250000 Penalty: 4848.865234
	Iteration 46Q: 3 clusters Score -2377991 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2378009.750000 Penalty: 4848.865234
	Iteration 47Q: 3 clusters Score -2378010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2378022.500000 Penalty: 4848.865234
	Iteration 48Q: 3 clusters Score -2378022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2378033.500000 Penalty: 4848.865234
	Iteration 49Q: 3 clusters Score -2378034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2378046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2378056.250000 Penalty: 4848.865234
	Iteration 51Q: 3 clusters Score -2378056 nChanged 63
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2378071 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2378074.250000 Penalty: 4848.865234
	Iteration 53Q: 3 clusters Score -2378074 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2378086 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2378092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2378098.250000 Penalty: 4848.865234
	Iteration 56Q: 3 clusters Score -2378098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2378102.000000 Penalty: 4848.865234
	Iteration 57Q: 3 clusters Score -2378102 nChanged 29
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2378112 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2378120.500000 Penalty: 4848.865234
	Iteration 59Q: 3 clusters Score -2378120 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2378131.250000 Penalty: 4848.865234
	Iteration 60F: 3 clusters Score -2378131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2378131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2378134.250000 Penalty: 4848.865234
	Iteration 62Q: 3 clusters Score -2378134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2378139.000000 Penalty: 4848.865234
	Iteration 63Q: 3 clusters Score -2378139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2378142.250000 Penalty: 4848.865234
	Iteration 64Q: 3 clusters Score -2378142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2378148.000000 Penalty: 4848.865234
	Iteration 65Q: 3 clusters Score -2378148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2378153.500000 Penalty: 4848.865234
	Iteration 66Q: 3 clusters Score -2378154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2378155.000000 Penalty: 4848.865234
	Iteration 67Q: 3 clusters Score -2378155 nChanged 15
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Mstep: Class 1 contains 3034 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2378154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2378149.500000 Penalty: 4848.865234
	Iteration 69Q: 3 clusters Score -2378150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2378150.250000 Penalty: 4848.865234
	Iteration 70Q: 3 clusters Score -2378150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2378155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2378157.750000 Penalty: 4848.865234
	Iteration 72Q: 3 clusters Score -2378158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2378160.250000 Penalty: 4848.865234
	Iteration 73Q: 3 clusters Score -2378160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2378166.000000 Penalty: 4848.865234
	Iteration 74Q: 3 clusters Score -2378166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2378168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
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Entering Unmasked Estep 
Score: -2378178.500000 Penalty: 4848.865234
	Iteration 76Q: 3 clusters Score -2378178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
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	Iteration 77Q: 3 clusters Score -2378180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
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Entering Unmasked Estep 
Score: -2378185.750000 Penalty: 4848.865234
	Iteration 78Q: 3 clusters Score -2378186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
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Entering Unmasked Estep 
Score: -2378189.750000 Penalty: 4848.865234
	Iteration 79Q: 3 clusters Score -2378190 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2800 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2378190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2378193.250000 Penalty: 4848.865234
	Iteration 81Q: 3 clusters Score -2378193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2378194 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2750 members 
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Score: -2378199.000000 Penalty: 4848.865234
	Iteration 83Q: 3 clusters Score -2378199 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2378200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
Score: -2378203.000000 Penalty: 4848.865234
	Iteration 85Q: 3 clusters Score -2378203 nChanged 7
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2378200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
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Entering Unmasked Estep 
Score: -2378205.000000 Penalty: 4848.865234
	Iteration 87Q: 3 clusters Score -2378205 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2705 members 
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Score: -2378201.750000 Penalty: 4848.865234
	Iteration 88Q: 3 clusters Score -2378202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14911 members 
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Score: -2378206.500000 Penalty: 4848.865234
	Iteration 89Q: 3 clusters Score -2378206 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2685 members 
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Score: -2378208.000000 Penalty: 4848.865234
	Iteration 90Q: 3 clusters Score -2378208 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2676 members 
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Entering Unmasked Estep 
Score: -2378207.500000 Penalty: 4848.865234
	Iteration 91Q: 3 clusters Score -2378208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
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Entering Unmasked Estep 
Score: -2378213.500000 Penalty: 4848.865234
	Iteration 92Q: 3 clusters Score -2378214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
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Entering Unmasked Estep 
Score: -2378212.500000 Penalty: 4848.865234
	Iteration 93Q: 3 clusters Score -2378212 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2655 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2378212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2378216.000000 Penalty: 4848.865234
	Iteration 95Q: 3 clusters Score -2378216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
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	Iteration 96Q: 3 clusters Score -2378219 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2636 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2378219 nChanged 1
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Mstep: Class 1 contains 2635 members 
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	Iteration 98Q: 3 clusters Score -2378218 nChanged 1
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	Iteration 99Q: 3 clusters Score -2378218 nChanged 2
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Mstep: Class 1 contains 2632 members 
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	Iteration 100F: 3 clusters Score -2378220 nChanged 2
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Mstep: Class 1 contains 2630 members 
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Score: -2378224.500000 Penalty: 4848.865234
	Iteration 101Q: 3 clusters Score -2378224 nChanged 3
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Mstep: Class 1 contains 2627 members 
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Entering Unmasked Estep 
Score: -2378223.250000 Penalty: 4848.865234
	Iteration 102Q: 3 clusters Score -2378223 nChanged 5
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Mstep: Class 1 contains 2622 members 
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	Iteration 103Q: 3 clusters Score -2378218 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
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Entering Unmasked Estep 
Score: -2378221.000000 Penalty: 4848.865234
	Iteration 104Q: 3 clusters Score -2378221 nChanged 4
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Entering Unmasked Estep 
Score: -2378226.000000 Penalty: 4848.865234
	Iteration 105Q: 3 clusters Score -2378226 nChanged 6
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	Iteration 106Q: 3 clusters Score -2378224 nChanged 3
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	Iteration 107Q: 3 clusters Score -2378224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
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Entering Unmasked Estep 
Score: -2378223.500000 Penalty: 4848.865234
	Iteration 108Q: 3 clusters Score -2378224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
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Entering Unmasked Estep 
Score: -2378230.000000 Penalty: 4848.865234
	Iteration 109Q: 3 clusters Score -2378230 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
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Entering Unmasked Estep 
Score: -2378227.250000 Penalty: 4848.865234
	Iteration 110Q: 3 clusters Score -2378227 nChanged 3
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Mstep: Class 1 contains 2587 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2378227 nChanged 1
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	Iteration 112Q: 3 clusters Score -2378228 nChanged 3
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Entering Unmasked Estep 
Score: -2378226.500000 Penalty: 4848.865234
	Iteration 113Q: 3 clusters Score -2378226 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2578 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2378230 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2378235.250000 Penalty: 4848.865234
	Iteration 115Q: 3 clusters Score -2378235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2378240.000000 Penalty: 4848.865234
	Iteration 116Q: 3 clusters Score -2378240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2378235.500000 Penalty: 4848.865234
	Iteration 117Q: 3 clusters Score -2378236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2378235.000000 Penalty: 4848.865234
	Iteration 118Q: 3 clusters Score -2378235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2378235.250000 Penalty: 4848.865234
	Iteration 119Q: 3 clusters Score -2378235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2378240.750000 Penalty: 4848.865234
	Iteration 120F: 3 clusters Score -2378241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2378235.500000 Penalty: 4848.865234
	Iteration 121Q: 3 clusters Score -2378236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2378239.750000 Penalty: 4848.865234
	Iteration 122Q: 3 clusters Score -2378240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2378239.750000 Penalty: 4848.865234
	Iteration 123Q: 3 clusters Score -2378240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2378238.750000 Penalty: 4848.865234
	Iteration 124Q: 3 clusters Score -2378239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2378242.250000 Penalty: 4848.865234
	Iteration 125Q: 3 clusters Score -2378242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2378241.250000 Penalty: 4848.865234
	Iteration 126Q: 3 clusters Score -2378241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2378241.500000 Penalty: 4848.865234
	Iteration 127Q: 3 clusters Score -2378242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2378243.750000 Penalty: 4848.865234
	Iteration 128Q: 3 clusters Score -2378244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2378244.250000 Penalty: 4848.865234
	Iteration 129Q: 3 clusters Score -2378244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2378242.000000 Penalty: 4848.865234
	Iteration 130Q: 3 clusters Score -2378242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2378239.000000 Penalty: 4848.865234
	Iteration 131Q: 3 clusters Score -2378239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2378237.750000 Penalty: 4848.865234
	Iteration 132Q: 3 clusters Score -2378238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2378237.750000 Penalty: 4848.865234
	Iteration 133F: 3 clusters Score -2378238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (97704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Entering Unmasked Estep 
Score: -13023871.000000 Penalty: 2849.445068
	Iteration 0F: 2 clusters Score -1.302387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -12958562.000000 Penalty: 5698.890137
	Iteration 0F: 3 clusters Score -1.295856e+07 nChanged 46185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -12985406.000000 Penalty: 5698.890137
	Iteration 1F: 3 clusters Score -1.298541e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -12986418.000000 Penalty: 5698.890137
	Iteration 2Q: 3 clusters Score -1.298642e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -12987721.000000 Penalty: 5698.890137
	Iteration 3Q: 3 clusters Score -1.298772e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -12989444.000000 Penalty: 5698.890137
	Iteration 4Q: 3 clusters Score -1.298944e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -12992012.000000 Penalty: 5698.890137
	Iteration 5F: 3 clusters Score -1.299201e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -12996165.000000 Penalty: 5698.890137
	Iteration 6F: 3 clusters Score -1.299616e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -13002159.000000 Penalty: 5698.890137
	Iteration 7F: 3 clusters Score -1.300216e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -13009007.000000 Penalty: 5698.890137
	Iteration 8F: 3 clusters Score -1.300901e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -13015049.000000 Penalty: 5698.890137
	Iteration 9F: 3 clusters Score -1.301505e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -13018715.000000 Penalty: 5698.890137
	Iteration 10Q: 3 clusters Score -1.301872e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13020385.000000 Penalty: 5698.890137
	Iteration 11Q: 3 clusters Score -1.302038e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13020991.000000 Penalty: 5698.890137
	Iteration 12Q: 3 clusters Score -1.302099e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13021277.000000 Penalty: 5698.890137
	Iteration 13Q: 3 clusters Score -1.302128e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13021398.000000 Penalty: 5698.890137
	Iteration 14Q: 3 clusters Score -1.30214e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13021462.000000 Penalty: 5698.890137
	Iteration 15Q: 3 clusters Score -1.302146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13021501.000000 Penalty: 5698.890137
	Iteration 16Q: 3 clusters Score -1.30215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13021544.000000 Penalty: 5698.890137
	Iteration 17Q: 3 clusters Score -1.302154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13021592.000000 Penalty: 5698.890137
	Iteration 18Q: 3 clusters Score -1.302159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13021612.000000 Penalty: 5698.890137
	Iteration 19Q: 3 clusters Score -1.302161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13021639.000000 Penalty: 5698.890137
	Iteration 20F: 3 clusters Score -1.302164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13021635.000000 Penalty: 5698.890137
	Iteration 21Q: 3 clusters Score -1.302164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13021645.000000 Penalty: 5698.890137
	Iteration 22Q: 3 clusters Score -1.302164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13021656.000000 Penalty: 5698.890137
	Iteration 23Q: 3 clusters Score -1.302166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13021675.000000 Penalty: 5698.890137
	Iteration 24Q: 3 clusters Score -1.302168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13021677.000000 Penalty: 5698.890137
	Iteration 25Q: 3 clusters Score -1.302168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13021689.000000 Penalty: 5698.890137
	Iteration 26Q: 3 clusters Score -1.302169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13021691.000000 Penalty: 5698.890137
	Iteration 27Q: 3 clusters Score -1.302169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13021691.000000 Penalty: 5698.890137
	Iteration 28F: 3 clusters Score -1.302169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (171627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Entering Unmasked Estep 
Score: -23014672.000000 Penalty: 2989.163574
	Iteration 0F: 2 clusters Score -2.301467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -22908104.000000 Penalty: 5978.327148
	Iteration 0F: 3 clusters Score -2.29081e+07 nChanged 82049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -22955642.000000 Penalty: 5978.327148
	Iteration 1F: 3 clusters Score -2.295564e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -22956384.000000 Penalty: 5978.327148
	Iteration 2Q: 3 clusters Score -2.295638e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -22957298.000000 Penalty: 5978.327148
	Iteration 3Q: 3 clusters Score -2.29573e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -22958634.000000 Penalty: 5978.327148
	Iteration 4Q: 3 clusters Score -2.295863e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -22960870.000000 Penalty: 5978.327148
	Iteration 5Q: 3 clusters Score -2.296087e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -22965088.000000 Penalty: 5978.327148
	Iteration 6F: 3 clusters Score -2.296509e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121599 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -22972418.000000 Penalty: 5978.327148
	Iteration 7F: 3 clusters Score -2.297242e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -22983142.000000 Penalty: 5978.327148
	Iteration 8F: 3 clusters Score -2.298314e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -22994218.000000 Penalty: 5978.327148
	Iteration 9F: 3 clusters Score -2.299422e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159907 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -23002820.000000 Penalty: 5978.327148
	Iteration 10F: 3 clusters Score -2.300282e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -23007746.000000 Penalty: 5978.327148
	Iteration 11Q: 3 clusters Score -2.300775e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -23010070.000000 Penalty: 5978.327148
	Iteration 12Q: 3 clusters Score -2.301007e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170105 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -23011034.000000 Penalty: 5978.327148
	Iteration 13Q: 3 clusters Score -2.301103e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23011470.000000 Penalty: 5978.327148
	Iteration 14Q: 3 clusters Score -2.301147e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23011720.000000 Penalty: 5978.327148
	Iteration 15Q: 3 clusters Score -2.301172e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23011810.000000 Penalty: 5978.327148
	Iteration 16Q: 3 clusters Score -2.301181e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -23011902.000000 Penalty: 5978.327148
	Iteration 17Q: 3 clusters Score -2.30119e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -23011944.000000 Penalty: 5978.327148
	Iteration 18Q: 3 clusters Score -2.301194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23011970.000000 Penalty: 5978.327148
	Iteration 19Q: 3 clusters Score -2.301197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23011976.000000 Penalty: 5978.327148
	Iteration 20F: 3 clusters Score -2.301198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23012038.000000 Penalty: 5978.327148
	Iteration 21Q: 3 clusters Score -2.301204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23012046.000000 Penalty: 5978.327148
	Iteration 22Q: 3 clusters Score -2.301205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23012070.000000 Penalty: 5978.327148
	Iteration 23Q: 3 clusters Score -2.301207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23012094.000000 Penalty: 5978.327148
	Iteration 24Q: 3 clusters Score -2.301209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23012068.000000 Penalty: 5978.327148
	Iteration 25Q: 3 clusters Score -2.301207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23012104.000000 Penalty: 5978.327148
	Iteration 26Q: 3 clusters Score -2.30121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23012080.000000 Penalty: 5978.327148
	Iteration 27Q: 3 clusters Score -2.301208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171219 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23012086.000000 Penalty: 5978.327148
	Iteration 28Q: 3 clusters Score -2.301209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23012092.000000 Penalty: 5978.327148
	Iteration 29Q: 3 clusters Score -2.301209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23012092.000000 Penalty: 5978.327148
	Iteration 30F: 3 clusters Score -2.301209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -568216.562500 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -568216.6 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 2285 members 
Entering Unmasked Estep 
Score: -564015.625000 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -564015.6 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -564934.625000 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -564934.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -565135.250000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -565135.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -565266.250000 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -565266.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -565371.562500 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -565371.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -565460.937500 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -565460.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -565531.000000 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -565531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -565598.687500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -565598.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -565657.687500 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -565657.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -565721.250000 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -565721.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -565794.250000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -565794.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -565880.875000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -565880.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -565952.500000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -565952.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566015.125000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -566015.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -566075.625000 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -566075.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -566124.750000 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -566124.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -566165.562500 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -566165.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -566198.500000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -566198.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -566228.000000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -566228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566249.500000 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -566249.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -566272.625000 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -566272.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -566302.125000 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -566302.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566327.812500 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -566327.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -566347.937500 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -566347.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -566367.125000 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -566367.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -566387.937500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -566387.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -566405.500000 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -566405.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -566419.437500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -566419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -566431.625000 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -566431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -566440.500000 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -566440.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -566445.312500 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -566445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -566448.000000 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -566448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -566450.750000 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -566450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -566451.875000 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -566451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -566451.875000 Penalty: 4173.479980
	Iteration 34F: 3 clusters Score -566451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 64830 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 230743 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 127519 members 
Mstep: Class 19 contains 137500 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 136776 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 97704 members 
Mstep: Class 29 contains 171627 members 
Mstep: Class 30 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 1831.073120 but Gain 3510.546875
Score: -181066848.000000 Penalty: 126379.453125
Iteration 79Q: 37 clusters Score -1.810668e+08 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 12977 members 
Mstep: Class 5 contains 65313 members 
Mstep: Class 6 contains 50717 members 
Mstep: Class 7 contains 20962 members 
Mstep: Class 8 contains 23147 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 10795 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 13395 members 
Mstep: Class 14 contains 230317 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 15358 members 
Mstep: Class 17 contains 86312 members 
Mstep: Class 18 contains 127526 members 
Mstep: Class 19 contains 137740 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 17354 members 
Mstep: Class 23 contains 136395 members 
Mstep: Class 24 contains 5715 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 17658 members 
Mstep: Class 28 contains 97714 members 
Mstep: Class 29 contains 171041 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 2179 members 
Mstep: Class 34 contains 73453 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 1924 members 
Mstep: Class 37 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072688.000000 Penalty: 126379.453125
Iteration 80F: 37 clusters Score -1.810727e+08 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12972 members 
Mstep: Class 5 contains 65249 members 
Mstep: Class 6 contains 51316 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 23158 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 13420 members 
Mstep: Class 14 contains 229510 members 
Mstep: Class 15 contains 910 members 
Mstep: Class 16 contains 15360 members 
Mstep: Class 17 contains 86735 members 
Mstep: Class 18 contains 127518 members 
Mstep: Class 19 contains 137143 members 
Mstep: Class 20 contains 662 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 17405 members 
Mstep: Class 23 contains 135872 members 
Mstep: Class 24 contains 5687 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 17700 members 
Mstep: Class 28 contains 97622 members 
Mstep: Class 29 contains 170308 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 1756 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 34 contains 73784 members 
Mstep: Class 35 contains 761 members 
Mstep: Class 36 contains 2508 members 
Mstep: Class 37 contains 6950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075584.000000 Penalty: 126379.453125
Iteration 81Q: 37 clusters Score -1.810756e+08 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 65230 members 
Mstep: Class 6 contains 51927 members 
Mstep: Class 7 contains 20896 members 
Mstep: Class 8 contains 23146 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 10079 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 13453 members 
Mstep: Class 14 contains 228998 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 15375 members 
Mstep: Class 17 contains 87192 members 
Mstep: Class 18 contains 127517 members 
Mstep: Class 19 contains 136793 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 4724 members 
Mstep: Class 22 contains 17457 members 
Mstep: Class 23 contains 135398 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13623 members 
Mstep: Class 27 contains 17755 members 
Mstep: Class 28 contains 97546 members 
Mstep: Class 29 contains 169535 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 34 contains 73774 members 
Mstep: Class 35 contains 817 members 
Mstep: Class 36 contains 2928 members 
Mstep: Class 37 contains 7081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077488.000000 Penalty: 126379.453125
Iteration 82Q: 37 clusters Score -1.810775e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12960 members 
Mstep: Class 5 contains 65201 members 
Mstep: Class 6 contains 52518 members 
Mstep: Class 7 contains 20874 members 
Mstep: Class 8 contains 23140 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 13483 members 
Mstep: Class 14 contains 228687 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 15401 members 
Mstep: Class 17 contains 87611 members 
Mstep: Class 18 contains 127521 members 
Mstep: Class 19 contains 136614 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 4726 members 
Mstep: Class 22 contains 17523 members 
Mstep: Class 23 contains 134890 members 
Mstep: Class 24 contains 5668 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13644 members 
Mstep: Class 27 contains 17789 members 
Mstep: Class 28 contains 97446 members 
Mstep: Class 29 contains 168758 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 1834 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 34 contains 73679 members 
Mstep: Class 35 contains 843 members 
Mstep: Class 36 contains 3281 members 
Mstep: Class 37 contains 7165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078912.000000 Penalty: 126379.453125
Iteration 83Q: 37 clusters Score -1.810789e+08 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 12949 members 
Mstep: Class 5 contains 65201 members 
Mstep: Class 6 contains 53081 members 
Mstep: Class 7 contains 20858 members 
Mstep: Class 8 contains 23126 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9258 members 
Mstep: Class 11 contains 9823 members 
Mstep: Class 12 contains 7640 members 
Mstep: Class 13 contains 13503 members 
Mstep: Class 14 contains 228502 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 88041 members 
Mstep: Class 18 contains 127524 members 
Mstep: Class 19 contains 136454 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 17587 members 
Mstep: Class 23 contains 134455 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 17836 members 
Mstep: Class 28 contains 97347 members 
Mstep: Class 29 contains 168001 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 1859 members 
Mstep: Class 32 contains 3256 members 
Mstep: Class 34 contains 73565 members 
Mstep: Class 35 contains 853 members 
Mstep: Class 36 contains 3559 members 
Mstep: Class 37 contains 7218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079936.000000 Penalty: 126379.453125
Iteration 84Q: 37 clusters Score -1.810799e+08 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12939 members 
Mstep: Class 5 contains 65209 members 
Mstep: Class 6 contains 53633 members 
Mstep: Class 7 contains 20837 members 
Mstep: Class 8 contains 23117 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 7577 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 228394 members 
Mstep: Class 15 contains 1032 members 
Mstep: Class 16 contains 15478 members 
Mstep: Class 17 contains 88498 members 
Mstep: Class 18 contains 127549 members 
Mstep: Class 19 contains 136323 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 17655 members 
Mstep: Class 23 contains 134055 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 17874 members 
Mstep: Class 28 contains 97247 members 
Mstep: Class 29 contains 167189 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 1877 members 
Mstep: Class 32 contains 3331 members 
Mstep: Class 34 contains 73401 members 
Mstep: Class 35 contains 853 members 
Mstep: Class 36 contains 3819 members 
Mstep: Class 37 contains 7262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080288.000000 Penalty: 126379.453125
Iteration 85Q: 37 clusters Score -1.810803e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12927 members 
Mstep: Class 5 contains 65225 members 
Mstep: Class 6 contains 54167 members 
Mstep: Class 7 contains 20818 members 
Mstep: Class 8 contains 23119 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9558 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 228325 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 15524 members 
Mstep: Class 17 contains 88990 members 
Mstep: Class 18 contains 127551 members 
Mstep: Class 19 contains 136209 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 17720 members 
Mstep: Class 23 contains 133700 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 17915 members 
Mstep: Class 28 contains 97145 members 
Mstep: Class 29 contains 166356 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 1896 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 34 contains 73247 members 
Mstep: Class 35 contains 853 members 
Mstep: Class 36 contains 4025 members 
Mstep: Class 37 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081136.000000 Penalty: 126379.453125
Iteration 86Q: 37 clusters Score -1.810811e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12924 members 
Mstep: Class 5 contains 65271 members 
Mstep: Class 6 contains 54723 members 
Mstep: Class 7 contains 20812 members 
Mstep: Class 8 contains 23114 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 13574 members 
Mstep: Class 14 contains 228309 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 15558 members 
Mstep: Class 17 contains 89441 members 
Mstep: Class 18 contains 127539 members 
Mstep: Class 19 contains 136175 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 17771 members 
Mstep: Class 23 contains 133372 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13716 members 
Mstep: Class 27 contains 17951 members 
Mstep: Class 28 contains 97039 members 
Mstep: Class 29 contains 165509 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 1908 members 
Mstep: Class 32 contains 3407 members 
Mstep: Class 34 contains 73065 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 4205 members 
Mstep: Class 37 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181082208.000000 Penalty: 126379.453125
Iteration 87Q: 37 clusters Score -1.810822e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 65383 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 23108 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 7404 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 228255 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 15599 members 
Mstep: Class 17 contains 89858 members 
Mstep: Class 18 contains 127529 members 
Mstep: Class 19 contains 136173 members 
Mstep: Class 20 contains 676 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 17819 members 
Mstep: Class 23 contains 133083 members 
Mstep: Class 24 contains 5651 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13726 members 
Mstep: Class 27 contains 17993 members 
Mstep: Class 28 contains 96928 members 
Mstep: Class 29 contains 164645 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 1914 members 
Mstep: Class 32 contains 3432 members 
Mstep: Class 34 contains 72884 members 
Mstep: Class 35 contains 875 members 
Mstep: Class 36 contains 4352 members 
Mstep: Class 37 contains 7366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083648.000000 Penalty: 126379.453125
Iteration 88Q: 37 clusters Score -1.810836e+08 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12914 members 
Mstep: Class 5 contains 65451 members 
Mstep: Class 6 contains 55832 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 8 contains 23095 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 228291 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 90344 members 
Mstep: Class 18 contains 127526 members 
Mstep: Class 19 contains 136151 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 132806 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13739 members 
Mstep: Class 27 contains 18033 members 
Mstep: Class 28 contains 96830 members 
Mstep: Class 29 contains 163681 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 1921 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 72736 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 4497 members 
Mstep: Class 37 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181084112.000000 Penalty: 126379.453125
Iteration 89Q: 37 clusters Score -1.810841e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12906 members 
Mstep: Class 5 contains 65523 members 
Mstep: Class 6 contains 56380 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 23086 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 13609 members 
Mstep: Class 14 contains 228323 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 15659 members 
Mstep: Class 17 contains 90876 members 
Mstep: Class 18 contains 127516 members 
Mstep: Class 19 contains 136154 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 17932 members 
Mstep: Class 23 contains 132545 members 
Mstep: Class 24 contains 5631 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 18089 members 
Mstep: Class 28 contains 96739 members 
Mstep: Class 29 contains 162618 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 1924 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 34 contains 72619 members 
Mstep: Class 35 contains 915 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 7413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181084400.000000 Penalty: 126379.453125
Iteration 90Q: 37 clusters Score -1.810844e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12909 members 
Mstep: Class 5 contains 65594 members 
Mstep: Class 6 contains 56944 members 
Mstep: Class 7 contains 20800 members 
Mstep: Class 8 contains 23092 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 9378 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 228333 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 15694 members 
Mstep: Class 17 contains 91447 members 
Mstep: Class 18 contains 127504 members 
Mstep: Class 19 contains 136160 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 17983 members 
Mstep: Class 23 contains 132343 members 
Mstep: Class 24 contains 5617 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 18127 members 
Mstep: Class 28 contains 96648 members 
Mstep: Class 29 contains 161520 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 1925 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 34 contains 72504 members 
Mstep: Class 35 contains 930 members 
Mstep: Class 36 contains 4746 members 
Mstep: Class 37 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085856.000000 Penalty: 126379.453125
Iteration 91Q: 37 clusters Score -1.810859e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12912 members 
Mstep: Class 5 contains 65658 members 
Mstep: Class 6 contains 57487 members 
Mstep: Class 7 contains 20793 members 
Mstep: Class 8 contains 23109 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10002 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 13658 members 
Mstep: Class 14 contains 228368 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 15726 members 
Mstep: Class 17 contains 92039 members 
Mstep: Class 18 contains 127491 members 
Mstep: Class 19 contains 136198 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 18025 members 
Mstep: Class 23 contains 132158 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 18173 members 
Mstep: Class 28 contains 96560 members 
Mstep: Class 29 contains 160326 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 72444 members 
Mstep: Class 35 contains 941 members 
Mstep: Class 36 contains 4854 members 
Mstep: Class 37 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181087200.000000 Penalty: 126379.453125
Iteration 92Q: 37 clusters Score -1.810872e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 65717 members 
Mstep: Class 6 contains 57984 members 
Mstep: Class 7 contains 20789 members 
Mstep: Class 8 contains 23124 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 13681 members 
Mstep: Class 14 contains 228390 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 92634 members 
Mstep: Class 18 contains 127471 members 
Mstep: Class 19 contains 136265 members 
Mstep: Class 20 contains 662 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 132011 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 18220 members 
Mstep: Class 28 contains 96493 members 
Mstep: Class 29 contains 159163 members 
Mstep: Class 30 contains 4512 members 
Mstep: Class 31 contains 1929 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 34 contains 72359 members 
Mstep: Class 35 contains 953 members 
Mstep: Class 36 contains 4961 members 
Mstep: Class 37 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181088352.000000 Penalty: 126379.453125
Iteration 93Q: 37 clusters Score -1.810884e+08 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12908 members 
Mstep: Class 5 contains 65770 members 
Mstep: Class 6 contains 58440 members 
Mstep: Class 7 contains 20786 members 
Mstep: Class 8 contains 23130 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 13700 members 
Mstep: Class 14 contains 228423 members 
Mstep: Class 15 contains 1261 members 
Mstep: Class 16 contains 15794 members 
Mstep: Class 17 contains 93359 members 
Mstep: Class 18 contains 127449 members 
Mstep: Class 19 contains 136329 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 18098 members 
Mstep: Class 23 contains 131855 members 
Mstep: Class 24 contains 5611 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 18256 members 
Mstep: Class 28 contains 96419 members 
Mstep: Class 29 contains 157986 members 
Mstep: Class 30 contains 4514 members 
Mstep: Class 31 contains 1930 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 34 contains 72291 members 
Mstep: Class 35 contains 964 members 
Mstep: Class 36 contains 5049 members 
Mstep: Class 37 contains 7475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181089120.000000 Penalty: 126379.453125
Iteration 94Q: 37 clusters Score -1.810891e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12905 members 
Mstep: Class 5 contains 65799 members 
Mstep: Class 6 contains 58822 members 
Mstep: Class 7 contains 20781 members 
Mstep: Class 8 contains 23146 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 13725 members 
Mstep: Class 14 contains 228478 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 15822 members 
Mstep: Class 17 contains 94033 members 
Mstep: Class 18 contains 127435 members 
Mstep: Class 19 contains 136405 members 
Mstep: Class 20 contains 656 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 18155 members 
Mstep: Class 23 contains 131712 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 18299 members 
Mstep: Class 28 contains 96352 members 
Mstep: Class 29 contains 156849 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 1931 members 
Mstep: Class 32 contains 3479 members 
Mstep: Class 34 contains 72216 members 
Mstep: Class 35 contains 982 members 
Mstep: Class 36 contains 5143 members 
Mstep: Class 37 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090704.000000 Penalty: 126379.453125
Iteration 95Q: 37 clusters Score -1.810907e+08 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12901 members 
Mstep: Class 5 contains 65824 members 
Mstep: Class 6 contains 59198 members 
Mstep: Class 7 contains 20776 members 
Mstep: Class 8 contains 23122 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10134 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 228587 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 15840 members 
Mstep: Class 17 contains 94745 members 
Mstep: Class 18 contains 127423 members 
Mstep: Class 19 contains 136495 members 
Mstep: Class 20 contains 655 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 18192 members 
Mstep: Class 23 contains 131501 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13783 members 
Mstep: Class 27 contains 18345 members 
Mstep: Class 28 contains 96281 members 
Mstep: Class 29 contains 155770 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 1933 members 
Mstep: Class 32 contains 3479 members 
Mstep: Class 34 contains 72152 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 5227 members 
Mstep: Class 37 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092320.000000 Penalty: 126379.453125
Iteration 96Q: 37 clusters Score -1.810923e+08 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 65864 members 
Mstep: Class 6 contains 59550 members 
Mstep: Class 7 contains 20772 members 
Mstep: Class 8 contains 23095 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 228713 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 95468 members 
Mstep: Class 18 contains 127407 members 
Mstep: Class 19 contains 136583 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 18225 members 
Mstep: Class 23 contains 131215 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 18390 members 
Mstep: Class 28 contains 96205 members 
Mstep: Class 29 contains 154785 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 1934 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 34 contains 72085 members 
Mstep: Class 35 contains 997 members 
Mstep: Class 36 contains 5303 members 
Mstep: Class 37 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092800.000000 Penalty: 126379.453125
Iteration 97Q: 37 clusters Score -1.810928e+08 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 65903 members 
Mstep: Class 6 contains 59871 members 
Mstep: Class 7 contains 20779 members 
Mstep: Class 8 contains 23068 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 228854 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 15911 members 
Mstep: Class 17 contains 96129 members 
Mstep: Class 18 contains 127394 members 
Mstep: Class 19 contains 136577 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 18256 members 
Mstep: Class 23 contains 130905 members 
Mstep: Class 24 contains 5607 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 18441 members 
Mstep: Class 28 contains 96136 members 
Mstep: Class 29 contains 153981 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 1936 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 34 contains 72021 members 
Mstep: Class 35 contains 1008 members 
Mstep: Class 36 contains 5372 members 
Mstep: Class 37 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094576.000000 Penalty: 126379.453125
Iteration 98Q: 37 clusters Score -1.810946e+08 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 65932 members 
Mstep: Class 6 contains 60169 members 
Mstep: Class 7 contains 20781 members 
Mstep: Class 8 contains 23064 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 13889 members 
Mstep: Class 14 contains 229006 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 15939 members 
Mstep: Class 17 contains 96719 members 
Mstep: Class 18 contains 127378 members 
Mstep: Class 19 contains 136579 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 4690 members 
Mstep: Class 22 contains 18282 members 
Mstep: Class 23 contains 130541 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 96083 members 
Mstep: Class 29 contains 153292 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 1936 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 34 contains 71955 members 
Mstep: Class 35 contains 1018 members 
Mstep: Class 36 contains 5432 members 
Mstep: Class 37 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094800.000000 Penalty: 126379.453125
Iteration 99Q: 37 clusters Score -1.810948e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12889 members 
Mstep: Class 5 contains 65944 members 
Mstep: Class 6 contains 60439 members 
Mstep: Class 7 contains 20783 members 
Mstep: Class 8 contains 23049 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 13953 members 
Mstep: Class 14 contains 229120 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 17 contains 97268 members 
Mstep: Class 18 contains 127361 members 
Mstep: Class 19 contains 136588 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 130127 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13792 members 
Mstep: Class 27 contains 18547 members 
Mstep: Class 28 contains 95999 members 
Mstep: Class 29 contains 152796 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 1936 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 34 contains 71896 members 
Mstep: Class 35 contains 1023 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 7512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096048.000000 Penalty: 126379.453125
Iteration 100F: 37 clusters Score -1.81096e+08 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12886 members 
Mstep: Class 5 contains 65953 members 
Mstep: Class 6 contains 60617 members 
Mstep: Class 7 contains 20783 members 
Mstep: Class 8 contains 23041 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10215 members 
Mstep: Class 11 contains 9125 members 
Mstep: Class 12 contains 6094 members 
Mstep: Class 13 contains 14032 members 
Mstep: Class 14 contains 229285 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 16019 members 
Mstep: Class 17 contains 97797 members 
Mstep: Class 18 contains 127353 members 
Mstep: Class 19 contains 136575 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 129592 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 18610 members 
Mstep: Class 28 contains 95927 members 
Mstep: Class 29 contains 152446 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 1937 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 34 contains 71854 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 5563 members 
Mstep: Class 37 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098000.000000 Penalty: 126379.453125
Iteration 101Q: 37 clusters Score -1.81098e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12884 members 
Mstep: Class 5 contains 65941 members 
Mstep: Class 6 contains 60712 members 
Mstep: Class 7 contains 20778 members 
Mstep: Class 8 contains 23038 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10216 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 14108 members 
Mstep: Class 14 contains 229416 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 16 contains 16066 members 
Mstep: Class 17 contains 98305 members 
Mstep: Class 18 contains 127341 members 
Mstep: Class 19 contains 136573 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 4664 members 
Mstep: Class 22 contains 18344 members 
Mstep: Class 23 contains 129021 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 18675 members 
Mstep: Class 28 contains 95844 members 
Mstep: Class 29 contains 152260 members 
Mstep: Class 30 contains 4515 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 34 contains 71826 members 
Mstep: Class 35 contains 1063 members 
Mstep: Class 36 contains 5633 members 
Mstep: Class 37 contains 7517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099200.000000 Penalty: 126379.453125
Iteration 102Q: 37 clusters Score -1.810992e+08 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12879 members 
Mstep: Class 5 contains 65938 members 
Mstep: Class 6 contains 60799 members 
Mstep: Class 7 contains 20770 members 
Mstep: Class 8 contains 23028 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 5773 members 
Mstep: Class 13 contains 14208 members 
Mstep: Class 14 contains 229520 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 98729 members 
Mstep: Class 18 contains 127332 members 
Mstep: Class 19 contains 136596 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 128401 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13795 members 
Mstep: Class 27 contains 18739 members 
Mstep: Class 28 contains 95768 members 
Mstep: Class 29 contains 152206 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 1944 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 34 contains 71811 members 
Mstep: Class 35 contains 1100 members 
Mstep: Class 36 contains 5698 members 
Mstep: Class 37 contains 7518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099584.000000 Penalty: 126379.453125
Iteration 103Q: 37 clusters Score -1.810996e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12871 members 
Mstep: Class 5 contains 65946 members 
Mstep: Class 6 contains 60873 members 
Mstep: Class 7 contains 20767 members 
Mstep: Class 8 contains 23005 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 229616 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 16173 members 
Mstep: Class 17 contains 99200 members 
Mstep: Class 18 contains 127328 members 
Mstep: Class 19 contains 136625 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 18374 members 
Mstep: Class 23 contains 127690 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13795 members 
Mstep: Class 27 contains 18793 members 
Mstep: Class 28 contains 95692 members 
Mstep: Class 29 contains 152249 members 
Mstep: Class 30 contains 4508 members 
Mstep: Class 31 contains 1949 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 34 contains 71775 members 
Mstep: Class 35 contains 1142 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 7521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100352.000000 Penalty: 126379.453125
Iteration 104Q: 37 clusters Score -1.811004e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 65943 members 
Mstep: Class 6 contains 60963 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 22968 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 14396 members 
Mstep: Class 14 contains 229650 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 99553 members 
Mstep: Class 18 contains 127327 members 
Mstep: Class 19 contains 136707 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 18397 members 
Mstep: Class 23 contains 126962 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13800 members 
Mstep: Class 27 contains 18856 members 
Mstep: Class 28 contains 95600 members 
Mstep: Class 29 contains 152419 members 
Mstep: Class 30 contains 4508 members 
Mstep: Class 31 contains 1952 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 71750 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101184.000000 Penalty: 126379.453125
Iteration 105Q: 37 clusters Score -1.811012e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12857 members 
Mstep: Class 5 contains 65952 members 
Mstep: Class 6 contains 61133 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 22915 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 229695 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 16298 members 
Mstep: Class 17 contains 99902 members 
Mstep: Class 18 contains 127311 members 
Mstep: Class 19 contains 136733 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 4636 members 
Mstep: Class 22 contains 18405 members 
Mstep: Class 23 contains 126158 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13803 members 
Mstep: Class 27 contains 18892 members 
Mstep: Class 28 contains 95509 members 
Mstep: Class 29 contains 152663 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 1953 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 34 contains 71717 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 5846 members 
Mstep: Class 37 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101312.000000 Penalty: 126379.453125
Iteration 106Q: 37 clusters Score -1.811013e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12846 members 
Mstep: Class 5 contains 65942 members 
Mstep: Class 6 contains 61350 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 22884 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10237 members 
Mstep: Class 11 contains 9045 members 
Mstep: Class 12 contains 5068 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 229719 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 16375 members 
Mstep: Class 17 contains 100251 members 
Mstep: Class 18 contains 127280 members 
Mstep: Class 19 contains 136767 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 18422 members 
Mstep: Class 23 contains 125296 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13804 members 
Mstep: Class 27 contains 18936 members 
Mstep: Class 28 contains 95428 members 
Mstep: Class 29 contains 152874 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 1953 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 34 contains 71700 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 5881 members 
Mstep: Class 37 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101504.000000 Penalty: 126379.453125
Iteration 107Q: 37 clusters Score -1.811015e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 65937 members 
Mstep: Class 6 contains 61543 members 
Mstep: Class 7 contains 20772 members 
Mstep: Class 8 contains 22866 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 14851 members 
Mstep: Class 14 contains 229714 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 16425 members 
Mstep: Class 17 contains 100496 members 
Mstep: Class 18 contains 127274 members 
Mstep: Class 19 contains 136806 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 18445 members 
Mstep: Class 23 contains 124474 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13807 members 
Mstep: Class 27 contains 19012 members 
Mstep: Class 28 contains 95344 members 
Mstep: Class 29 contains 153166 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 1954 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 34 contains 71683 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 5920 members 
Mstep: Class 37 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101712.000000 Penalty: 126379.453125
Iteration 108Q: 37 clusters Score -1.811017e+08 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12816 members 
Mstep: Class 5 contains 65946 members 
Mstep: Class 6 contains 61821 members 
Mstep: Class 7 contains 20763 members 
Mstep: Class 8 contains 22839 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 4730 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 229720 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 16471 members 
Mstep: Class 17 contains 100621 members 
Mstep: Class 18 contains 127280 members 
Mstep: Class 19 contains 136862 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 123693 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 19080 members 
Mstep: Class 28 contains 95257 members 
Mstep: Class 29 contains 153394 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 1955 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 34 contains 71654 members 
Mstep: Class 35 contains 1291 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101648.000000 Penalty: 126379.453125
Iteration 109Q: 37 clusters Score -1.811016e+08 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12799 members 
Mstep: Class 5 contains 65941 members 
Mstep: Class 6 contains 62210 members 
Mstep: Class 7 contains 20763 members 
Mstep: Class 8 contains 22814 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 4678 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 229789 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 16499 members 
Mstep: Class 17 contains 100684 members 
Mstep: Class 18 contains 127258 members 
Mstep: Class 19 contains 136946 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 18509 members 
Mstep: Class 23 contains 122860 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 19158 members 
Mstep: Class 28 contains 95186 members 
Mstep: Class 29 contains 153530 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 34 contains 71630 members 
Mstep: Class 35 contains 1325 members 
Mstep: Class 36 contains 5985 members 
Mstep: Class 37 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102112.000000 Penalty: 126379.453125
Iteration 110Q: 37 clusters Score -1.811021e+08 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12795 members 
Mstep: Class 5 contains 65933 members 
Mstep: Class 6 contains 62649 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 22798 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 15156 members 
Mstep: Class 14 contains 229865 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 16521 members 
Mstep: Class 17 contains 100739 members 
Mstep: Class 18 contains 127246 members 
Mstep: Class 19 contains 137042 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 18530 members 
Mstep: Class 23 contains 122071 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 19204 members 
Mstep: Class 28 contains 95132 members 
Mstep: Class 29 contains 153532 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 34 contains 71615 members 
Mstep: Class 35 contains 1364 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103040.000000 Penalty: 126379.453125
Iteration 111Q: 37 clusters Score -1.81103e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 65929 members 
Mstep: Class 6 contains 63160 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 22775 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 15210 members 
Mstep: Class 14 contains 229961 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 16555 members 
Mstep: Class 17 contains 100804 members 
Mstep: Class 18 contains 127235 members 
Mstep: Class 19 contains 137090 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 18551 members 
Mstep: Class 23 contains 121301 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 19252 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 153467 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 1399 members 
Mstep: Class 36 contains 6026 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102336.000000 Penalty: 126379.453125
Iteration 112Q: 37 clusters Score -1.811023e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 65937 members 
Mstep: Class 6 contains 63717 members 
Mstep: Class 7 contains 20762 members 
Mstep: Class 8 contains 22742 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 4705 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 229993 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 16582 members 
Mstep: Class 17 contains 100886 members 
Mstep: Class 18 contains 127219 members 
Mstep: Class 19 contains 137178 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 120564 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 19322 members 
Mstep: Class 28 contains 95020 members 
Mstep: Class 29 contains 153342 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 1428 members 
Mstep: Class 36 contains 6042 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102368.000000 Penalty: 126379.453125
Iteration 113Q: 37 clusters Score -1.811024e+08 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 65937 members 
Mstep: Class 6 contains 64315 members 
Mstep: Class 7 contains 20760 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10281 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 230100 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 100941 members 
Mstep: Class 18 contains 127207 members 
Mstep: Class 19 contains 137277 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 18568 members 
Mstep: Class 23 contains 119829 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 19373 members 
Mstep: Class 28 contains 94976 members 
Mstep: Class 29 contains 153094 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 34 contains 71578 members 
Mstep: Class 35 contains 1451 members 
Mstep: Class 36 contains 6055 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102032.000000 Penalty: 126379.453125
Iteration 114Q: 37 clusters Score -1.81102e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 65935 members 
Mstep: Class 6 contains 64993 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 22715 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10281 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 4807 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230178 members 
Mstep: Class 15 contains 1686 members 
Mstep: Class 16 contains 16650 members 
Mstep: Class 17 contains 100983 members 
Mstep: Class 18 contains 127200 members 
Mstep: Class 19 contains 137358 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 119149 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13823 members 
Mstep: Class 27 contains 19416 members 
Mstep: Class 28 contains 94923 members 
Mstep: Class 29 contains 152754 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 1472 members 
Mstep: Class 36 contains 6075 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102128.000000 Penalty: 126379.453125
Iteration 115Q: 37 clusters Score -1.811021e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 65935 members 
Mstep: Class 6 contains 65792 members 
Mstep: Class 7 contains 20768 members 
Mstep: Class 8 contains 22695 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10280 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 15272 members 
Mstep: Class 14 contains 230277 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 16693 members 
Mstep: Class 17 contains 101023 members 
Mstep: Class 18 contains 127182 members 
Mstep: Class 19 contains 137445 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 18596 members 
Mstep: Class 23 contains 118514 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 19449 members 
Mstep: Class 28 contains 94870 members 
Mstep: Class 29 contains 152298 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 1969 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 71560 members 
Mstep: Class 35 contains 1484 members 
Mstep: Class 36 contains 6084 members 
Mstep: Class 37 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101840.000000 Penalty: 126379.453125
Iteration 116Q: 37 clusters Score -1.811018e+08 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12778 members 
Mstep: Class 5 contains 65922 members 
Mstep: Class 6 contains 66726 members 
Mstep: Class 7 contains 20770 members 
Mstep: Class 8 contains 22667 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 230369 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 16723 members 
Mstep: Class 17 contains 101085 members 
Mstep: Class 18 contains 127169 members 
Mstep: Class 19 contains 137481 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 18590 members 
Mstep: Class 23 contains 117941 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 19498 members 
Mstep: Class 28 contains 94819 members 
Mstep: Class 29 contains 151721 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 1970 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 34 contains 71554 members 
Mstep: Class 35 contains 1495 members 
Mstep: Class 36 contains 6102 members 
Mstep: Class 37 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101808.000000 Penalty: 126379.453125
Iteration 117Q: 37 clusters Score -1.811018e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12776 members 
Mstep: Class 5 contains 65923 members 
Mstep: Class 6 contains 67722 members 
Mstep: Class 7 contains 20766 members 
Mstep: Class 8 contains 22639 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10281 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 230488 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 101084 members 
Mstep: Class 18 contains 127162 members 
Mstep: Class 19 contains 137554 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 4523 members 
Mstep: Class 22 contains 18603 members 
Mstep: Class 23 contains 117405 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 19541 members 
Mstep: Class 28 contains 94773 members 
Mstep: Class 29 contains 151040 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 34 contains 71530 members 
Mstep: Class 35 contains 1509 members 
Mstep: Class 36 contains 6122 members 
Mstep: Class 37 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101744.000000 Penalty: 126379.453125
Iteration 118Q: 37 clusters Score -1.811017e+08 nChanged 3818
Entering ConstructFrom: 
Score: -181101744.000000 Penalty: 126379.453125
Entering ConstructFrom: 
Trying to split cluster 1 (33208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Entering Unmasked Estep 
Score: -4346510.000000 Penalty: 2581.815430
	Iteration 0F: 2 clusters Score -4346510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4323832.500000 Penalty: 5163.630859
	Iteration 0F: 3 clusters Score -4323832 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4332219.000000 Penalty: 5163.630859
	Iteration 1F: 3 clusters Score -4332219 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4332934.500000 Penalty: 5163.630859
	Iteration 2F: 3 clusters Score -4332934 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4333996.500000 Penalty: 5163.630859
	Iteration 3F: 3 clusters Score -4333996 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4335629.500000 Penalty: 5163.630859
	Iteration 4F: 3 clusters Score -4335630 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4337795.000000 Penalty: 5163.630859
	Iteration 5F: 3 clusters Score -4337795 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4339963.000000 Penalty: 5163.630859
	Iteration 6F: 3 clusters Score -4339963 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4341522.000000 Penalty: 5163.630859
	Iteration 7F: 3 clusters Score -4341522 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4342406.000000 Penalty: 5163.630859
	Iteration 8Q: 3 clusters Score -4342406 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4342837.000000 Penalty: 5163.630859
	Iteration 9Q: 3 clusters Score -4342837 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4343058.000000 Penalty: 5163.630859
	Iteration 10Q: 3 clusters Score -4343058 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4343210.000000 Penalty: 5163.630859
	Iteration 11Q: 3 clusters Score -4343210 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4343337.000000 Penalty: 5163.630859
	Iteration 12Q: 3 clusters Score -4343337 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4343429.500000 Penalty: 5163.630859
	Iteration 13Q: 3 clusters Score -4343430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4343496.500000 Penalty: 5163.630859
	Iteration 14Q: 3 clusters Score -4343496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4343556.500000 Penalty: 5163.630859
	Iteration 15Q: 3 clusters Score -4343556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4343611.000000 Penalty: 5163.630859
	Iteration 16Q: 3 clusters Score -4343611 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4343651.000000 Penalty: 5163.630859
	Iteration 17Q: 3 clusters Score -4343651 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4343705.500000 Penalty: 5163.630859
	Iteration 18Q: 3 clusters Score -4343706 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4343761.000000 Penalty: 5163.630859
	Iteration 19Q: 3 clusters Score -4343761 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4343790.000000 Penalty: 5163.630859
	Iteration 20F: 3 clusters Score -4343790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4343837.000000 Penalty: 5163.630859
	Iteration 21Q: 3 clusters Score -4343837 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4343885.500000 Penalty: 5163.630859
	Iteration 22Q: 3 clusters Score -4343886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4343927.500000 Penalty: 5163.630859
	Iteration 23Q: 3 clusters Score -4343928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4343968.500000 Penalty: 5163.630859
	Iteration 24Q: 3 clusters Score -4343968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4343998.000000 Penalty: 5163.630859
	Iteration 25Q: 3 clusters Score -4343998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4344014.500000 Penalty: 5163.630859
	Iteration 26Q: 3 clusters Score -4344014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4344041.500000 Penalty: 5163.630859
	Iteration 27Q: 3 clusters Score -4344042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4344075.000000 Penalty: 5163.630859
	Iteration 28Q: 3 clusters Score -4344075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4344098.000000 Penalty: 5163.630859
	Iteration 29Q: 3 clusters Score -4344098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4344122.500000 Penalty: 5163.630859
	Iteration 30Q: 3 clusters Score -4344122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4344136.500000 Penalty: 5163.630859
	Iteration 31Q: 3 clusters Score -4344136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4344142.500000 Penalty: 5163.630859
	Iteration 32Q: 3 clusters Score -4344142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4344149.500000 Penalty: 5163.630859
	Iteration 33Q: 3 clusters Score -4344150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4344168.000000 Penalty: 5163.630859
	Iteration 34Q: 3 clusters Score -4344168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4344176.000000 Penalty: 5163.630859
	Iteration 35Q: 3 clusters Score -4344176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4344183.500000 Penalty: 5163.630859
	Iteration 36Q: 3 clusters Score -4344184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4344186.500000 Penalty: 5163.630859
	Iteration 37Q: 3 clusters Score -4344186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4344197.500000 Penalty: 5163.630859
	Iteration 38Q: 3 clusters Score -4344198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4344207.000000 Penalty: 5163.630859
	Iteration 39Q: 3 clusters Score -4344207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4344219.500000 Penalty: 5163.630859
	Iteration 40F: 3 clusters Score -4344220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4344227.000000 Penalty: 5163.630859
	Iteration 41Q: 3 clusters Score -4344227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4344237.000000 Penalty: 5163.630859
	Iteration 42Q: 3 clusters Score -4344237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4344247.000000 Penalty: 5163.630859
	Iteration 43Q: 3 clusters Score -4344247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4344245.500000 Penalty: 5163.630859
	Iteration 44Q: 3 clusters Score -4344246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4344257.500000 Penalty: 5163.630859
	Iteration 45Q: 3 clusters Score -4344258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4344276.500000 Penalty: 5163.630859
	Iteration 46Q: 3 clusters Score -4344276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4344290.500000 Penalty: 5163.630859
	Iteration 47Q: 3 clusters Score -4344290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4344301.500000 Penalty: 5163.630859
	Iteration 48Q: 3 clusters Score -4344302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4344307.500000 Penalty: 5163.630859
	Iteration 49Q: 3 clusters Score -4344308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4344316.500000 Penalty: 5163.630859
	Iteration 50Q: 3 clusters Score -4344316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4344317.500000 Penalty: 5163.630859
	Iteration 51Q: 3 clusters Score -4344318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4344322.500000 Penalty: 5163.630859
	Iteration 52Q: 3 clusters Score -4344322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4344321.500000 Penalty: 5163.630859
	Iteration 53Q: 3 clusters Score -4344322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4344319.500000 Penalty: 5163.630859
	Iteration 54Q: 3 clusters Score -4344320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4344320.500000 Penalty: 5163.630859
	Iteration 55Q: 3 clusters Score -4344320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4344320.000000 Penalty: 5163.630859
	Iteration 56Q: 3 clusters Score -4344320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4344322.000000 Penalty: 5163.630859
	Iteration 57Q: 3 clusters Score -4344322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4344331.000000 Penalty: 5163.630859
	Iteration 58Q: 3 clusters Score -4344331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4344337.000000 Penalty: 5163.630859
	Iteration 59Q: 3 clusters Score -4344337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4344333.000000 Penalty: 5163.630859
	Iteration 60F: 3 clusters Score -4344333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4344333.500000 Penalty: 5163.630859
	Iteration 61Q: 3 clusters Score -4344334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4344336.500000 Penalty: 5163.630859
	Iteration 62Q: 3 clusters Score -4344336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4344342.500000 Penalty: 5163.630859
	Iteration 63Q: 3 clusters Score -4344342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4344348.500000 Penalty: 5163.630859
	Iteration 64Q: 3 clusters Score -4344348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4344352.000000 Penalty: 5163.630859
	Iteration 65Q: 3 clusters Score -4344352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4344352.000000 Penalty: 5163.630859
	Iteration 66Q: 3 clusters Score -4344352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4344359.500000 Penalty: 5163.630859
	Iteration 67Q: 3 clusters Score -4344360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4344360.500000 Penalty: 5163.630859
	Iteration 68Q: 3 clusters Score -4344360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4344356.000000 Penalty: 5163.630859
	Iteration 69Q: 3 clusters Score -4344356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4344356.500000 Penalty: 5163.630859
	Iteration 70Q: 3 clusters Score -4344356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4344356.500000 Penalty: 5163.630859
	Iteration 71F: 3 clusters Score -4344356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -364614.437500 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -364614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -361375.750000 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -361375.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362140.250000 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -362140.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -362389.500000 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -362389.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -362590.437500 Penalty: 3998.184570
	Iteration 3F: 3 clusters Score -362590.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -362754.062500 Penalty: 3998.184570
	Iteration 4F: 3 clusters Score -362754.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -362891.000000 Penalty: 3998.184570
	Iteration 5Q: 3 clusters Score -362891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -362993.250000 Penalty: 3998.184570
	Iteration 6Q: 3 clusters Score -362993.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -363083.062500 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -363083.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -363172.531250 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -363172.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -363237.500000 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -363237.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -363281.000000 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -363281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -363314.593750 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -363314.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -363343.093750 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -363343.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -363368.000000 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -363368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -363393.062500 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -363393.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -363417.281250 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -363417.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -363445.906250 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -363445.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -363476.250000 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -363476.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -363508.968750 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -363509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -363538.218750 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -363538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -363581.031250 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -363581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -363635.062500 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -363635.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -363674.562500 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -363674.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -363706.312500 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -363706.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -363746.656250 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -363746.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -363783.375000 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -363783.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -363804.406250 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -363804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -363819.500000 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -363819.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -363831.281250 Penalty: 3998.184570
	Iteration 28Q: 3 clusters Score -363831.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -363837.812500 Penalty: 3998.184570
	Iteration 29Q: 3 clusters Score -363837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -363839.812500 Penalty: 3998.184570
	Iteration 30Q: 3 clusters Score -363839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363843.406250 Penalty: 3998.184570
	Iteration 31Q: 3 clusters Score -363843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363846.343750 Penalty: 3998.184570
	Iteration 32Q: 3 clusters Score -363846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -363848.437500 Penalty: 3998.184570
	Iteration 33Q: 3 clusters Score -363848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -363850.343750 Penalty: 3998.184570
	Iteration 34Q: 3 clusters Score -363850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -363852.968750 Penalty: 3998.184570
	Iteration 35Q: 3 clusters Score -363853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -363854.687500 Penalty: 3998.184570
	Iteration 36Q: 3 clusters Score -363854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -363855.156250 Penalty: 3998.184570
	Iteration 37Q: 3 clusters Score -363855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -363856.218750 Penalty: 3998.184570
	Iteration 38Q: 3 clusters Score -363856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -363856.750000 Penalty: 3998.184570
	Iteration 39Q: 3 clusters Score -363856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -363856.750000 Penalty: 3998.184570
	Iteration 40F: 3 clusters Score -363856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -78783.429688 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -78783.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77166.718750 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -77166.72 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77354.679688 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -77354.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77405.718750 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -77405.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77420.203125 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -77420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77426.570312 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -77426.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77437.718750 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -77437.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77445.617188 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -77445.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77446.960938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -77446.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77448.554688 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -77448.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77449.406250 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -77449.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77449.406250 Penalty: 3184.317383
	Iteration 10F: 3 clusters Score -77449.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1680890.875000 Penalty: 2344.939697
	Iteration 0F: 2 clusters Score -1680891 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 6420 members 
Entering Unmasked Estep 
Score: -1671455.750000 Penalty: 4689.879395
	Iteration 0F: 3 clusters Score -1671456 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1674409.750000 Penalty: 4689.879395
	Iteration 1F: 3 clusters Score -1674410 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1674913.125000 Penalty: 4689.879395
	Iteration 2F: 3 clusters Score -1674913 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1675391.625000 Penalty: 4689.879395
	Iteration 3F: 3 clusters Score -1675392 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1675833.750000 Penalty: 4689.879395
	Iteration 4F: 3 clusters Score -1675834 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1676282.250000 Penalty: 4689.879395
	Iteration 5F: 3 clusters Score -1676282 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1676755.125000 Penalty: 4689.879395
	Iteration 6F: 3 clusters Score -1676755 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1677237.875000 Penalty: 4689.879395
	Iteration 7F: 3 clusters Score -1677238 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1677742.875000 Penalty: 4689.879395
	Iteration 8Q: 3 clusters Score -1677743 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1678246.000000 Penalty: 4689.879395
	Iteration 9Q: 3 clusters Score -1678246 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1678650.000000 Penalty: 4689.879395
	Iteration 10Q: 3 clusters Score -1678650 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1678921.125000 Penalty: 4689.879395
	Iteration 11Q: 3 clusters Score -1678921 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1679124.625000 Penalty: 4689.879395
	Iteration 12Q: 3 clusters Score -1679125 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1679273.000000 Penalty: 4689.879395
	Iteration 13Q: 3 clusters Score -1679273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1679411.625000 Penalty: 4689.879395
	Iteration 14Q: 3 clusters Score -1679412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1679525.375000 Penalty: 4689.879395
	Iteration 15Q: 3 clusters Score -1679525 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1679614.000000 Penalty: 4689.879395
	Iteration 16Q: 3 clusters Score -1679614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1679678.375000 Penalty: 4689.879395
	Iteration 17Q: 3 clusters Score -1679678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1679717.125000 Penalty: 4689.879395
	Iteration 18Q: 3 clusters Score -1679717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1679749.750000 Penalty: 4689.879395
	Iteration 19Q: 3 clusters Score -1679750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1679772.625000 Penalty: 4689.879395
	Iteration 20F: 3 clusters Score -1679773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1679784.250000 Penalty: 4689.879395
	Iteration 21Q: 3 clusters Score -1679784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1679789.750000 Penalty: 4689.879395
	Iteration 22Q: 3 clusters Score -1679790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1679792.000000 Penalty: 4689.879395
	Iteration 23Q: 3 clusters Score -1679792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1679796.125000 Penalty: 4689.879395
	Iteration 24Q: 3 clusters Score -1679796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1679797.625000 Penalty: 4689.879395
	Iteration 25Q: 3 clusters Score -1679798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1679800.500000 Penalty: 4689.879395
	Iteration 26Q: 3 clusters Score -1679800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1679798.875000 Penalty: 4689.879395
	Iteration 27Q: 3 clusters Score -1679799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1679799.250000 Penalty: 4689.879395
	Iteration 28Q: 3 clusters Score -1679799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1679801.250000 Penalty: 4689.879395
	Iteration 29Q: 3 clusters Score -1679801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1679807.000000 Penalty: 4689.879395
	Iteration 30Q: 3 clusters Score -1679807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1679803.625000 Penalty: 4689.879395
	Iteration 31Q: 3 clusters Score -1679804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1679808.375000 Penalty: 4689.879395
	Iteration 32Q: 3 clusters Score -1679808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1679805.125000 Penalty: 4689.879395
	Iteration 33Q: 3 clusters Score -1679805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1679806.000000 Penalty: 4689.879395
	Iteration 34Q: 3 clusters Score -1679806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1679812.750000 Penalty: 4689.879395
	Iteration 35Q: 3 clusters Score -1679813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1679807.875000 Penalty: 4689.879395
	Iteration 36Q: 3 clusters Score -1679808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1679808.250000 Penalty: 4689.879395
	Iteration 37Q: 3 clusters Score -1679808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1679810.500000 Penalty: 4689.879395
	Iteration 38Q: 3 clusters Score -1679810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1679810.750000 Penalty: 4689.879395
	Iteration 39Q: 3 clusters Score -1679811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1679810.375000 Penalty: 4689.879395
	Iteration 40F: 3 clusters Score -1679810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1679810.500000 Penalty: 4689.879395
	Iteration 41Q: 3 clusters Score -1679810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1679812.750000 Penalty: 4689.879395
	Iteration 42Q: 3 clusters Score -1679813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1679811.500000 Penalty: 4689.879395
	Iteration 43Q: 3 clusters Score -1679812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1679814.000000 Penalty: 4689.879395
	Iteration 44Q: 3 clusters Score -1679814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1679813.250000 Penalty: 4689.879395
	Iteration 45Q: 3 clusters Score -1679813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1679815.875000 Penalty: 4689.879395
	Iteration 46Q: 3 clusters Score -1679816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1679817.875000 Penalty: 4689.879395
	Iteration 47Q: 3 clusters Score -1679818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1679815.000000 Penalty: 4689.879395
	Iteration 48Q: 3 clusters Score -1679815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1679814.000000 Penalty: 4689.879395
	Iteration 49Q: 3 clusters Score -1679814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1679817.250000 Penalty: 4689.879395
	Iteration 50Q: 3 clusters Score -1679817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1679815.250000 Penalty: 4689.879395
	Iteration 51Q: 3 clusters Score -1679815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1679814.875000 Penalty: 4689.879395
	Iteration 52Q: 3 clusters Score -1679815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1679816.500000 Penalty: 4689.879395
	Iteration 53Q: 3 clusters Score -1679816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1679818.500000 Penalty: 4689.879395
	Iteration 54Q: 3 clusters Score -1679818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1679819.750000 Penalty: 4689.879395
	Iteration 55Q: 3 clusters Score -1679820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1679821.000000 Penalty: 4689.879395
	Iteration 56Q: 3 clusters Score -1679821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1679823.500000 Penalty: 4689.879395
	Iteration 57Q: 3 clusters Score -1679824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1679823.000000 Penalty: 4689.879395
	Iteration 58Q: 3 clusters Score -1679823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1679822.125000 Penalty: 4689.879395
	Iteration 59Q: 3 clusters Score -1679822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1679822.750000 Penalty: 4689.879395
	Iteration 60F: 3 clusters Score -1679823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1679826.500000 Penalty: 4689.879395
	Iteration 61Q: 3 clusters Score -1679826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1679827.000000 Penalty: 4689.879395
	Iteration 62Q: 3 clusters Score -1679827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1679828.375000 Penalty: 4689.879395
	Iteration 63Q: 3 clusters Score -1679828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1679829.250000 Penalty: 4689.879395
	Iteration 64Q: 3 clusters Score -1679829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1679829.250000 Penalty: 4689.879395
	Iteration 65Q: 3 clusters Score -1679829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1679829.125000 Penalty: 4689.879395
	Iteration 66Q: 3 clusters Score -1679829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1679829.125000 Penalty: 4689.879395
	Iteration 67F: 3 clusters Score -1679829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Entering Unmasked Estep 
Score: -8713909.000000 Penalty: 2751.770264
	Iteration 0F: 2 clusters Score -8713909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8669746.000000 Penalty: 5503.540527
	Iteration 0F: 3 clusters Score -8669746 nChanged 30919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8687075.000000 Penalty: 5503.540527
	Iteration 1F: 3 clusters Score -8687075 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8688017.000000 Penalty: 5503.540527
	Iteration 2Q: 3 clusters Score -8688017 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -8689101.000000 Penalty: 5503.540527
	Iteration 3Q: 3 clusters Score -8689101 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -8690667.000000 Penalty: 5503.540527
	Iteration 4F: 3 clusters Score -8690667 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -8692914.000000 Penalty: 5503.540527
	Iteration 5F: 3 clusters Score -8692914 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8695883.000000 Penalty: 5503.540527
	Iteration 6F: 3 clusters Score -8695883 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -8699241.000000 Penalty: 5503.540527
	Iteration 7F: 3 clusters Score -8699241 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -8702434.000000 Penalty: 5503.540527
	Iteration 8F: 3 clusters Score -8702434 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -8705080.000000 Penalty: 5503.540527
	Iteration 9F: 3 clusters Score -8705080 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -8707134.000000 Penalty: 5503.540527
	Iteration 10Q: 3 clusters Score -8707134 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -8708734.000000 Penalty: 5503.540527
	Iteration 11Q: 3 clusters Score -8708734 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -8709872.000000 Penalty: 5503.540527
	Iteration 12Q: 3 clusters Score -8709872 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -8710624.000000 Penalty: 5503.540527
	Iteration 13Q: 3 clusters Score -8710624 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -8711186.000000 Penalty: 5503.540527
	Iteration 14Q: 3 clusters Score -8711186 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -8711672.000000 Penalty: 5503.540527
	Iteration 15Q: 3 clusters Score -8711672 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8712018.000000 Penalty: 5503.540527
	Iteration 16Q: 3 clusters Score -8712018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -8712301.000000 Penalty: 5503.540527
	Iteration 17Q: 3 clusters Score -8712301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -8712510.000000 Penalty: 5503.540527
	Iteration 18Q: 3 clusters Score -8712510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -8712581.000000 Penalty: 5503.540527
	Iteration 19Q: 3 clusters Score -8712581 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -8712648.000000 Penalty: 5503.540527
	Iteration 20F: 3 clusters Score -8712648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8712702.000000 Penalty: 5503.540527
	Iteration 21Q: 3 clusters Score -8712702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -8712707.000000 Penalty: 5503.540527
	Iteration 22Q: 3 clusters Score -8712707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -8712722.000000 Penalty: 5503.540527
	Iteration 23Q: 3 clusters Score -8712722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -8712734.000000 Penalty: 5503.540527
	Iteration 24Q: 3 clusters Score -8712734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -8712742.000000 Penalty: 5503.540527
	Iteration 25Q: 3 clusters Score -8712742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -8712745.000000 Penalty: 5503.540527
	Iteration 26Q: 3 clusters Score -8712745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -8712737.000000 Penalty: 5503.540527
	Iteration 27Q: 3 clusters Score -8712737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -8712744.000000 Penalty: 5503.540527
	Iteration 28Q: 3 clusters Score -8712744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8712740.000000 Penalty: 5503.540527
	Iteration 29Q: 3 clusters Score -8712740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -8712741.000000 Penalty: 5503.540527
	Iteration 30Q: 3 clusters Score -8712741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -8712751.000000 Penalty: 5503.540527
	Iteration 31Q: 3 clusters Score -8712751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -8712748.000000 Penalty: 5503.540527
	Iteration 32Q: 3 clusters Score -8712748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -8712757.000000 Penalty: 5503.540527
	Iteration 33Q: 3 clusters Score -8712757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -8712752.000000 Penalty: 5503.540527
	Iteration 34Q: 3 clusters Score -8712752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8712751.000000 Penalty: 5503.540527
	Iteration 35Q: 3 clusters Score -8712751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -8712753.000000 Penalty: 5503.540527
	Iteration 36Q: 3 clusters Score -8712753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -8712751.000000 Penalty: 5503.540527
	Iteration 37Q: 3 clusters Score -8712751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -8712752.000000 Penalty: 5503.540527
	Iteration 38Q: 3 clusters Score -8712752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -8712753.000000 Penalty: 5503.540527
	Iteration 39Q: 3 clusters Score -8712753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -8712753.000000 Penalty: 5503.540527
	Iteration 40F: 3 clusters Score -8712753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Entering Unmasked Estep 
Score: -9353178.000000 Penalty: 2762.666992
	Iteration 0F: 2 clusters Score -9353178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -9307054.000000 Penalty: 5525.333984
	Iteration 0F: 3 clusters Score -9307054 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -9325107.000000 Penalty: 5525.333984
	Iteration 1F: 3 clusters Score -9325107 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -9325888.000000 Penalty: 5525.333984
	Iteration 2Q: 3 clusters Score -9325888 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -9327004.000000 Penalty: 5525.333984
	Iteration 3Q: 3 clusters Score -9327004 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -9328533.000000 Penalty: 5525.333984
	Iteration 4F: 3 clusters Score -9328533 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -9330768.000000 Penalty: 5525.333984
	Iteration 5F: 3 clusters Score -9330768 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -9333718.000000 Penalty: 5525.333984
	Iteration 6F: 3 clusters Score -9333718 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -9337659.000000 Penalty: 5525.333984
	Iteration 7F: 3 clusters Score -9337659 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -9341694.000000 Penalty: 5525.333984
	Iteration 8F: 3 clusters Score -9341694 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -9345130.000000 Penalty: 5525.333984
	Iteration 9Q: 3 clusters Score -9345130 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -9347064.000000 Penalty: 5525.333984
	Iteration 10Q: 3 clusters Score -9347064 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -9347751.000000 Penalty: 5525.333984
	Iteration 11Q: 3 clusters Score -9347751 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -9348100.000000 Penalty: 5525.333984
	Iteration 12Q: 3 clusters Score -9348100 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9348339.000000 Penalty: 5525.333984
	Iteration 13Q: 3 clusters Score -9348339 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -9348606.000000 Penalty: 5525.333984
	Iteration 14Q: 3 clusters Score -9348606 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9348809.000000 Penalty: 5525.333984
	Iteration 15Q: 3 clusters Score -9348809 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -9348976.000000 Penalty: 5525.333984
	Iteration 16Q: 3 clusters Score -9348976 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -9349107.000000 Penalty: 5525.333984
	Iteration 17Q: 3 clusters Score -9349107 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -9349218.000000 Penalty: 5525.333984
	Iteration 18Q: 3 clusters Score -9349218 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -9349324.000000 Penalty: 5525.333984
	Iteration 19Q: 3 clusters Score -9349324 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -9349448.000000 Penalty: 5525.333984
	Iteration 20F: 3 clusters Score -9349448 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9349527.000000 Penalty: 5525.333984
	Iteration 21Q: 3 clusters Score -9349527 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9349607.000000 Penalty: 5525.333984
	Iteration 22Q: 3 clusters Score -9349607 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -9349691.000000 Penalty: 5525.333984
	Iteration 23Q: 3 clusters Score -9349691 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -9349755.000000 Penalty: 5525.333984
	Iteration 24Q: 3 clusters Score -9349755 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9349811.000000 Penalty: 5525.333984
	Iteration 25Q: 3 clusters Score -9349811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -9349879.000000 Penalty: 5525.333984
	Iteration 26Q: 3 clusters Score -9349879 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -9349922.000000 Penalty: 5525.333984
	Iteration 27Q: 3 clusters Score -9349922 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -9349968.000000 Penalty: 5525.333984
	Iteration 28Q: 3 clusters Score -9349968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -9350000.000000 Penalty: 5525.333984
	Iteration 29Q: 3 clusters Score -9350000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9350059.000000 Penalty: 5525.333984
	Iteration 30Q: 3 clusters Score -9350059 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9350084.000000 Penalty: 5525.333984
	Iteration 31Q: 3 clusters Score -9350084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9350130.000000 Penalty: 5525.333984
	Iteration 32Q: 3 clusters Score -9350130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -9350172.000000 Penalty: 5525.333984
	Iteration 33Q: 3 clusters Score -9350172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9350170.000000 Penalty: 5525.333984
	Iteration 34Q: 3 clusters Score -9350170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -9350213.000000 Penalty: 5525.333984
	Iteration 35Q: 3 clusters Score -9350213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9350246.000000 Penalty: 5525.333984
	Iteration 36Q: 3 clusters Score -9350246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -9350240.000000 Penalty: 5525.333984
	Iteration 37Q: 3 clusters Score -9350240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9350297.000000 Penalty: 5525.333984
	Iteration 38Q: 3 clusters Score -9350297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -9350330.000000 Penalty: 5525.333984
	Iteration 39Q: 3 clusters Score -9350330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9350366.000000 Penalty: 5525.333984
	Iteration 40F: 3 clusters Score -9350366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9350366.000000 Penalty: 5525.333984
	Iteration 41Q: 3 clusters Score -9350366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9350399.000000 Penalty: 5525.333984
	Iteration 42Q: 3 clusters Score -9350399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9350416.000000 Penalty: 5525.333984
	Iteration 43Q: 3 clusters Score -9350416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9350420.000000 Penalty: 5525.333984
	Iteration 44Q: 3 clusters Score -9350420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9350425.000000 Penalty: 5525.333984
	Iteration 45Q: 3 clusters Score -9350425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9350426.000000 Penalty: 5525.333984
	Iteration 46Q: 3 clusters Score -9350426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9350456.000000 Penalty: 5525.333984
	Iteration 47Q: 3 clusters Score -9350456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9350476.000000 Penalty: 5525.333984
	Iteration 48Q: 3 clusters Score -9350476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9350481.000000 Penalty: 5525.333984
	Iteration 49Q: 3 clusters Score -9350481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9350517.000000 Penalty: 5525.333984
	Iteration 50Q: 3 clusters Score -9350517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9350532.000000 Penalty: 5525.333984
	Iteration 51Q: 3 clusters Score -9350532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9350539.000000 Penalty: 5525.333984
	Iteration 52Q: 3 clusters Score -9350539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9350564.000000 Penalty: 5525.333984
	Iteration 53Q: 3 clusters Score -9350564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9350569.000000 Penalty: 5525.333984
	Iteration 54Q: 3 clusters Score -9350569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9350591.000000 Penalty: 5525.333984
	Iteration 55Q: 3 clusters Score -9350591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9350587.000000 Penalty: 5525.333984
	Iteration 56Q: 3 clusters Score -9350587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9350603.000000 Penalty: 5525.333984
	Iteration 57Q: 3 clusters Score -9350603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9350604.000000 Penalty: 5525.333984
	Iteration 58Q: 3 clusters Score -9350604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9350611.000000 Penalty: 5525.333984
	Iteration 59Q: 3 clusters Score -9350611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9350627.000000 Penalty: 5525.333984
	Iteration 60F: 3 clusters Score -9350627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9350633.000000 Penalty: 5525.333984
	Iteration 61Q: 3 clusters Score -9350633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9350631.000000 Penalty: 5525.333984
	Iteration 62Q: 3 clusters Score -9350631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9350637.000000 Penalty: 5525.333984
	Iteration 63Q: 3 clusters Score -9350637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9350645.000000 Penalty: 5525.333984
	Iteration 64Q: 3 clusters Score -9350645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9350639.000000 Penalty: 5525.333984
	Iteration 65Q: 3 clusters Score -9350639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9350652.000000 Penalty: 5525.333984
	Iteration 66Q: 3 clusters Score -9350652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9350654.000000 Penalty: 5525.333984
	Iteration 67Q: 3 clusters Score -9350654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9350660.000000 Penalty: 5525.333984
	Iteration 68Q: 3 clusters Score -9350660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9350664.000000 Penalty: 5525.333984
	Iteration 69Q: 3 clusters Score -9350664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9350676.000000 Penalty: 5525.333984
	Iteration 70Q: 3 clusters Score -9350676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9350688.000000 Penalty: 5525.333984
	Iteration 71Q: 3 clusters Score -9350688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9350689.000000 Penalty: 5525.333984
	Iteration 72Q: 3 clusters Score -9350689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9350705.000000 Penalty: 5525.333984
	Iteration 73Q: 3 clusters Score -9350705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9350704.000000 Penalty: 5525.333984
	Iteration 74Q: 3 clusters Score -9350704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9350702.000000 Penalty: 5525.333984
	Iteration 75Q: 3 clusters Score -9350702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9350693.000000 Penalty: 5525.333984
	Iteration 76Q: 3 clusters Score -9350693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9350691.000000 Penalty: 5525.333984
	Iteration 77Q: 3 clusters Score -9350691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9350695.000000 Penalty: 5525.333984
	Iteration 78Q: 3 clusters Score -9350695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9350698.000000 Penalty: 5525.333984
	Iteration 79Q: 3 clusters Score -9350698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9350690.000000 Penalty: 5525.333984
	Iteration 80F: 3 clusters Score -9350690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9350687.000000 Penalty: 5525.333984
	Iteration 81Q: 3 clusters Score -9350687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9350694.000000 Penalty: 5525.333984
	Iteration 82Q: 3 clusters Score -9350694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9350691.000000 Penalty: 5525.333984
	Iteration 83Q: 3 clusters Score -9350691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9350696.000000 Penalty: 5525.333984
	Iteration 84Q: 3 clusters Score -9350696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9350702.000000 Penalty: 5525.333984
	Iteration 85Q: 3 clusters Score -9350702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9350710.000000 Penalty: 5525.333984
	Iteration 86Q: 3 clusters Score -9350710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9350713.000000 Penalty: 5525.333984
	Iteration 87Q: 3 clusters Score -9350713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9350707.000000 Penalty: 5525.333984
	Iteration 88Q: 3 clusters Score -9350707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9350711.000000 Penalty: 5525.333984
	Iteration 89Q: 3 clusters Score -9350711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9350709.000000 Penalty: 5525.333984
	Iteration 90Q: 3 clusters Score -9350709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9350700.000000 Penalty: 5525.333984
	Iteration 91Q: 3 clusters Score -9350700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9350698.000000 Penalty: 5525.333984
	Iteration 92Q: 3 clusters Score -9350698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9350708.000000 Penalty: 5525.333984
	Iteration 93Q: 3 clusters Score -9350708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9350713.000000 Penalty: 5525.333984
	Iteration 94Q: 3 clusters Score -9350713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9350715.000000 Penalty: 5525.333984
	Iteration 95Q: 3 clusters Score -9350715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9350710.000000 Penalty: 5525.333984
	Iteration 96Q: 3 clusters Score -9350710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9350722.000000 Penalty: 5525.333984
	Iteration 97Q: 3 clusters Score -9350722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9350715.000000 Penalty: 5525.333984
	Iteration 98Q: 3 clusters Score -9350715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9350722.000000 Penalty: 5525.333984
	Iteration 99Q: 3 clusters Score -9350722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9350724.000000 Penalty: 5525.333984
	Iteration 100F: 3 clusters Score -9350724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9350718.000000 Penalty: 5525.333984
	Iteration 101Q: 3 clusters Score -9350718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9350716.000000 Penalty: 5525.333984
	Iteration 102Q: 3 clusters Score -9350716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9350723.000000 Penalty: 5525.333984
	Iteration 103Q: 3 clusters Score -9350723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9350718.000000 Penalty: 5525.333984
	Iteration 104Q: 3 clusters Score -9350718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9350717.000000 Penalty: 5525.333984
	Iteration 105Q: 3 clusters Score -9350717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9350714.000000 Penalty: 5525.333984
	Iteration 106Q: 3 clusters Score -9350714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9350718.000000 Penalty: 5525.333984
	Iteration 107Q: 3 clusters Score -9350718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9350700.000000 Penalty: 5525.333984
	Iteration 108Q: 3 clusters Score -9350700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9350692.000000 Penalty: 5525.333984
	Iteration 109Q: 3 clusters Score -9350692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9350702.000000 Penalty: 5525.333984
	Iteration 110Q: 3 clusters Score -9350702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9350715.000000 Penalty: 5525.333984
	Iteration 111Q: 3 clusters Score -9350715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9350701.000000 Penalty: 5525.333984
	Iteration 112Q: 3 clusters Score -9350701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9350710.000000 Penalty: 5525.333984
	Iteration 113Q: 3 clusters Score -9350710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9350725.000000 Penalty: 5525.333984
	Iteration 114Q: 3 clusters Score -9350725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9350731.000000 Penalty: 5525.333984
	Iteration 115Q: 3 clusters Score -9350731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9350735.000000 Penalty: 5525.333984
	Iteration 116Q: 3 clusters Score -9350735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9350736.000000 Penalty: 5525.333984
	Iteration 117Q: 3 clusters Score -9350736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9350737.000000 Penalty: 5525.333984
	Iteration 118Q: 3 clusters Score -9350737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9350734.000000 Penalty: 5525.333984
	Iteration 119Q: 3 clusters Score -9350734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9350746.000000 Penalty: 5525.333984
	Iteration 120F: 3 clusters Score -9350746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9350745.000000 Penalty: 5525.333984
	Iteration 121Q: 3 clusters Score -9350745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9350746.000000 Penalty: 5525.333984
	Iteration 122Q: 3 clusters Score -9350746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9350752.000000 Penalty: 5525.333984
	Iteration 123Q: 3 clusters Score -9350752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9350759.000000 Penalty: 5525.333984
	Iteration 124Q: 3 clusters Score -9350759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9350751.000000 Penalty: 5525.333984
	Iteration 125Q: 3 clusters Score -9350751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9350755.000000 Penalty: 5525.333984
	Iteration 126Q: 3 clusters Score -9350755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9350746.000000 Penalty: 5525.333984
	Iteration 127Q: 3 clusters Score -9350746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9350756.000000 Penalty: 5525.333984
	Iteration 128Q: 3 clusters Score -9350756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9350756.000000 Penalty: 5525.333984
	Iteration 129Q: 3 clusters Score -9350756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9350755.000000 Penalty: 5525.333984
	Iteration 130Q: 3 clusters Score -9350755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9350743.000000 Penalty: 5525.333984
	Iteration 131Q: 3 clusters Score -9350743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9350743.000000 Penalty: 5525.333984
	Iteration 132Q: 3 clusters Score -9350743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9350747.000000 Penalty: 5525.333984
	Iteration 133Q: 3 clusters Score -9350747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9350763.000000 Penalty: 5525.333984
	Iteration 134Q: 3 clusters Score -9350763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9350767.000000 Penalty: 5525.333984
	Iteration 135Q: 3 clusters Score -9350767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9350772.000000 Penalty: 5525.333984
	Iteration 136Q: 3 clusters Score -9350772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9350783.000000 Penalty: 5525.333984
	Iteration 137Q: 3 clusters Score -9350783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9350781.000000 Penalty: 5525.333984
	Iteration 138Q: 3 clusters Score -9350781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9350791.000000 Penalty: 5525.333984
	Iteration 139Q: 3 clusters Score -9350791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9350790.000000 Penalty: 5525.333984
	Iteration 140F: 3 clusters Score -9350790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9350787.000000 Penalty: 5525.333984
	Iteration 141Q: 3 clusters Score -9350787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9350792.000000 Penalty: 5525.333984
	Iteration 142Q: 3 clusters Score -9350792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9350803.000000 Penalty: 5525.333984
	Iteration 143Q: 3 clusters Score -9350803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9350793.000000 Penalty: 5525.333984
	Iteration 144Q: 3 clusters Score -9350793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9350791.000000 Penalty: 5525.333984
	Iteration 145Q: 3 clusters Score -9350791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9350796.000000 Penalty: 5525.333984
	Iteration 146Q: 3 clusters Score -9350796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9350797.000000 Penalty: 5525.333984
	Iteration 147Q: 3 clusters Score -9350797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9350794.000000 Penalty: 5525.333984
	Iteration 148Q: 3 clusters Score -9350794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9350804.000000 Penalty: 5525.333984
	Iteration 149Q: 3 clusters Score -9350804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9350803.000000 Penalty: 5525.333984
	Iteration 150Q: 3 clusters Score -9350803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9350805.000000 Penalty: 5525.333984
	Iteration 151Q: 3 clusters Score -9350805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9350801.000000 Penalty: 5525.333984
	Iteration 152Q: 3 clusters Score -9350801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9350804.000000 Penalty: 5525.333984
	Iteration 153Q: 3 clusters Score -9350804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9350804.000000 Penalty: 5525.333984
	Iteration 154Q: 3 clusters Score -9350804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9350805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9350805.000000 Penalty: 5525.333984
	Iteration 156F: 3 clusters Score -9350805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20765 members 
Entering Unmasked Estep 
Score: -2557571.500000 Penalty: 2465.374023
	Iteration 0F: 2 clusters Score -2557572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2542958.750000 Penalty: 4930.748047
	Iteration 0F: 3 clusters Score -2542959 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2548096.250000 Penalty: 4930.748047
	Iteration 1F: 3 clusters Score -2548096 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2548719.750000 Penalty: 4930.748047
	Iteration 2F: 3 clusters Score -2548720 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2549264.000000 Penalty: 4930.748047
	Iteration 3F: 3 clusters Score -2549264 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2549824.750000 Penalty: 4930.748047
	Iteration 4F: 3 clusters Score -2549825 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2550364.250000 Penalty: 4930.748047
	Iteration 5Q: 3 clusters Score -2550364 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2550952.500000 Penalty: 4930.748047
	Iteration 6Q: 3 clusters Score -2550952 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2551551.500000 Penalty: 4930.748047
	Iteration 7Q: 3 clusters Score -2551552 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2552107.500000 Penalty: 4930.748047
	Iteration 8Q: 3 clusters Score -2552108 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2552589.500000 Penalty: 4930.748047
	Iteration 9Q: 3 clusters Score -2552590 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2552987.500000 Penalty: 4930.748047
	Iteration 10Q: 3 clusters Score -2552988 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2553310.000000 Penalty: 4930.748047
	Iteration 11Q: 3 clusters Score -2553310 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2553596.500000 Penalty: 4930.748047
	Iteration 12Q: 3 clusters Score -2553596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2553860.500000 Penalty: 4930.748047
	Iteration 13Q: 3 clusters Score -2553860 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2554088.000000 Penalty: 4930.748047
	Iteration 14Q: 3 clusters Score -2554088 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2554313.250000 Penalty: 4930.748047
	Iteration 15Q: 3 clusters Score -2554313 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2554511.250000 Penalty: 4930.748047
	Iteration 16Q: 3 clusters Score -2554511 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2554674.250000 Penalty: 4930.748047
	Iteration 17Q: 3 clusters Score -2554674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2554802.250000 Penalty: 4930.748047
	Iteration 18Q: 3 clusters Score -2554802 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2554931.750000 Penalty: 4930.748047
	Iteration 19Q: 3 clusters Score -2554932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2555035.750000 Penalty: 4930.748047
	Iteration 20F: 3 clusters Score -2555036 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2555137.750000 Penalty: 4930.748047
	Iteration 21Q: 3 clusters Score -2555138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2555236.500000 Penalty: 4930.748047
	Iteration 22Q: 3 clusters Score -2555236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2555341.250000 Penalty: 4930.748047
	Iteration 23Q: 3 clusters Score -2555341 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2555433.750000 Penalty: 4930.748047
	Iteration 24Q: 3 clusters Score -2555434 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2555537.750000 Penalty: 4930.748047
	Iteration 25Q: 3 clusters Score -2555538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2555611.750000 Penalty: 4930.748047
	Iteration 26Q: 3 clusters Score -2555612 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2555664.500000 Penalty: 4930.748047
	Iteration 27Q: 3 clusters Score -2555664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2555705.750000 Penalty: 4930.748047
	Iteration 28Q: 3 clusters Score -2555706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2555743.000000 Penalty: 4930.748047
	Iteration 29Q: 3 clusters Score -2555743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2555765.750000 Penalty: 4930.748047
	Iteration 30Q: 3 clusters Score -2555766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2555790.250000 Penalty: 4930.748047
	Iteration 31Q: 3 clusters Score -2555790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2555804.000000 Penalty: 4930.748047
	Iteration 32Q: 3 clusters Score -2555804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2555812.500000 Penalty: 4930.748047
	Iteration 33Q: 3 clusters Score -2555812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2555833.250000 Penalty: 4930.748047
	Iteration 34Q: 3 clusters Score -2555833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2555842.250000 Penalty: 4930.748047
	Iteration 35Q: 3 clusters Score -2555842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2555853.500000 Penalty: 4930.748047
	Iteration 36Q: 3 clusters Score -2555854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2555863.750000 Penalty: 4930.748047
	Iteration 37Q: 3 clusters Score -2555864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2555876.750000 Penalty: 4930.748047
	Iteration 38Q: 3 clusters Score -2555877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2555886.500000 Penalty: 4930.748047
	Iteration 39Q: 3 clusters Score -2555886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2555901.500000 Penalty: 4930.748047
	Iteration 40F: 3 clusters Score -2555902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2555917.500000 Penalty: 4930.748047
	Iteration 41Q: 3 clusters Score -2555918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2555934.250000 Penalty: 4930.748047
	Iteration 42Q: 3 clusters Score -2555934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2555943.500000 Penalty: 4930.748047
	Iteration 43Q: 3 clusters Score -2555944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2555953.750000 Penalty: 4930.748047
	Iteration 44Q: 3 clusters Score -2555954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2555969.750000 Penalty: 4930.748047
	Iteration 45Q: 3 clusters Score -2555970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2555981.250000 Penalty: 4930.748047
	Iteration 46Q: 3 clusters Score -2555981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2555990.000000 Penalty: 4930.748047
	Iteration 47Q: 3 clusters Score -2555990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2555995.750000 Penalty: 4930.748047
	Iteration 48Q: 3 clusters Score -2555996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2555999.250000 Penalty: 4930.748047
	Iteration 49Q: 3 clusters Score -2555999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2555996.750000 Penalty: 4930.748047
	Iteration 50Q: 3 clusters Score -2555997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2556003.750000 Penalty: 4930.748047
	Iteration 51Q: 3 clusters Score -2556004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2556002.250000 Penalty: 4930.748047
	Iteration 52Q: 3 clusters Score -2556002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2556005.750000 Penalty: 4930.748047
	Iteration 53Q: 3 clusters Score -2556006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2556009.750000 Penalty: 4930.748047
	Iteration 54Q: 3 clusters Score -2556010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2556008.750000 Penalty: 4930.748047
	Iteration 55Q: 3 clusters Score -2556009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2556006.000000 Penalty: 4930.748047
	Iteration 56Q: 3 clusters Score -2556006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2556008.750000 Penalty: 4930.748047
	Iteration 57Q: 3 clusters Score -2556009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2556007.250000 Penalty: 4930.748047
	Iteration 58Q: 3 clusters Score -2556007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2556007.250000 Penalty: 4930.748047
	Iteration 59F: 3 clusters Score -2556007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Entering Unmasked Estep 
Score: -2948937.500000 Penalty: 2486.616211
	Iteration 0F: 2 clusters Score -2948938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2933234.250000 Penalty: 4973.232422
	Iteration 0F: 3 clusters Score -2933234 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2938630.750000 Penalty: 4973.232422
	Iteration 1F: 3 clusters Score -2938631 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2939204.250000 Penalty: 4973.232422
	Iteration 2F: 3 clusters Score -2939204 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2939773.750000 Penalty: 4973.232422
	Iteration 3F: 3 clusters Score -2939774 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2940575.750000 Penalty: 4973.232422
	Iteration 4F: 3 clusters Score -2940576 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2941602.500000 Penalty: 4973.232422
	Iteration 5F: 3 clusters Score -2941602 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2942758.000000 Penalty: 4973.232422
	Iteration 6F: 3 clusters Score -2942758 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2944028.250000 Penalty: 4973.232422
	Iteration 7F: 3 clusters Score -2944028 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2945244.500000 Penalty: 4973.232422
	Iteration 8F: 3 clusters Score -2945244 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2946098.500000 Penalty: 4973.232422
	Iteration 9Q: 3 clusters Score -2946098 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2946531.750000 Penalty: 4973.232422
	Iteration 10Q: 3 clusters Score -2946532 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2946766.000000 Penalty: 4973.232422
	Iteration 11Q: 3 clusters Score -2946766 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2946888.750000 Penalty: 4973.232422
	Iteration 12Q: 3 clusters Score -2946889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2946945.500000 Penalty: 4973.232422
	Iteration 13Q: 3 clusters Score -2946946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2947001.250000 Penalty: 4973.232422
	Iteration 14Q: 3 clusters Score -2947001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2947023.250000 Penalty: 4973.232422
	Iteration 15Q: 3 clusters Score -2947023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2947047.500000 Penalty: 4973.232422
	Iteration 16Q: 3 clusters Score -2947048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2947062.250000 Penalty: 4973.232422
	Iteration 17Q: 3 clusters Score -2947062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2947071.250000 Penalty: 4973.232422
	Iteration 18Q: 3 clusters Score -2947071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2947081.750000 Penalty: 4973.232422
	Iteration 19Q: 3 clusters Score -2947082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2947090.000000 Penalty: 4973.232422
	Iteration 20F: 3 clusters Score -2947090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2947103.750000 Penalty: 4973.232422
	Iteration 21Q: 3 clusters Score -2947104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2947109.500000 Penalty: 4973.232422
	Iteration 22Q: 3 clusters Score -2947110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2947115.250000 Penalty: 4973.232422
	Iteration 23Q: 3 clusters Score -2947115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2947125.500000 Penalty: 4973.232422
	Iteration 24Q: 3 clusters Score -2947126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2947122.000000 Penalty: 4973.232422
	Iteration 25Q: 3 clusters Score -2947122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2947133.750000 Penalty: 4973.232422
	Iteration 26Q: 3 clusters Score -2947134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2947146.000000 Penalty: 4973.232422
	Iteration 27Q: 3 clusters Score -2947146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2947156.500000 Penalty: 4973.232422
	Iteration 28Q: 3 clusters Score -2947156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2947155.750000 Penalty: 4973.232422
	Iteration 29Q: 3 clusters Score -2947156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2947153.000000 Penalty: 4973.232422
	Iteration 30Q: 3 clusters Score -2947153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2947155.250000 Penalty: 4973.232422
	Iteration 31Q: 3 clusters Score -2947155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2947148.750000 Penalty: 4973.232422
	Iteration 32Q: 3 clusters Score -2947149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2947152.000000 Penalty: 4973.232422
	Iteration 33Q: 3 clusters Score -2947152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2947155.500000 Penalty: 4973.232422
	Iteration 34Q: 3 clusters Score -2947156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2947156.250000 Penalty: 4973.232422
	Iteration 35Q: 3 clusters Score -2947156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2947158.250000 Penalty: 4973.232422
	Iteration 36Q: 3 clusters Score -2947158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2947159.250000 Penalty: 4973.232422
	Iteration 37Q: 3 clusters Score -2947159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2947165.250000 Penalty: 4973.232422
	Iteration 38Q: 3 clusters Score -2947165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2947166.000000 Penalty: 4973.232422
	Iteration 39Q: 3 clusters Score -2947166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2947173.750000 Penalty: 4973.232422
	Iteration 40F: 3 clusters Score -2947174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2947172.000000 Penalty: 4973.232422
	Iteration 41Q: 3 clusters Score -2947172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2947174.750000 Penalty: 4973.232422
	Iteration 42Q: 3 clusters Score -2947175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2947184.750000 Penalty: 4973.232422
	Iteration 43Q: 3 clusters Score -2947185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2947183.500000 Penalty: 4973.232422
	Iteration 44Q: 3 clusters Score -2947184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2947181.500000 Penalty: 4973.232422
	Iteration 45Q: 3 clusters Score -2947182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2947184.000000 Penalty: 4973.232422
	Iteration 46Q: 3 clusters Score -2947184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2947187.500000 Penalty: 4973.232422
	Iteration 47Q: 3 clusters Score -2947188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2947201.250000 Penalty: 4973.232422
	Iteration 48Q: 3 clusters Score -2947201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2947202.250000 Penalty: 4973.232422
	Iteration 49Q: 3 clusters Score -2947202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2947198.250000 Penalty: 4973.232422
	Iteration 50Q: 3 clusters Score -2947198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2947197.250000 Penalty: 4973.232422
	Iteration 51Q: 3 clusters Score -2947197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2947202.000000 Penalty: 4973.232422
	Iteration 52Q: 3 clusters Score -2947202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2947208.750000 Penalty: 4973.232422
	Iteration 53Q: 3 clusters Score -2947209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2947205.250000 Penalty: 4973.232422
	Iteration 54Q: 3 clusters Score -2947205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2947202.250000 Penalty: 4973.232422
	Iteration 55Q: 3 clusters Score -2947202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2947200.250000 Penalty: 4973.232422
	Iteration 56Q: 3 clusters Score -2947200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2947204.250000 Penalty: 4973.232422
	Iteration 57Q: 3 clusters Score -2947204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2947205.500000 Penalty: 4973.232422
	Iteration 58Q: 3 clusters Score -2947206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2947200.250000 Penalty: 4973.232422
	Iteration 59Q: 3 clusters Score -2947200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2947205.250000 Penalty: 4973.232422
	Iteration 60F: 3 clusters Score -2947205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2947206.000000 Penalty: 4973.232422
	Iteration 61Q: 3 clusters Score -2947206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2947210.750000 Penalty: 4973.232422
	Iteration 62Q: 3 clusters Score -2947211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2947220.750000 Penalty: 4973.232422
	Iteration 63Q: 3 clusters Score -2947221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2947217.750000 Penalty: 4973.232422
	Iteration 64Q: 3 clusters Score -2947218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2947220.250000 Penalty: 4973.232422
	Iteration 65Q: 3 clusters Score -2947220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2947221.500000 Penalty: 4973.232422
	Iteration 66Q: 3 clusters Score -2947222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2947220.500000 Penalty: 4973.232422
	Iteration 67Q: 3 clusters Score -2947220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2947220.500000 Penalty: 4973.232422
	Iteration 68Q: 3 clusters Score -2947220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2947221.250000 Penalty: 4973.232422
	Iteration 69Q: 3 clusters Score -2947221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2947223.250000 Penalty: 4973.232422
	Iteration 70Q: 3 clusters Score -2947223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2947220.500000 Penalty: 4973.232422
	Iteration 71Q: 3 clusters Score -2947220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2947220.500000 Penalty: 4973.232422
	Iteration 72F: 3 clusters Score -2947220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108448.054688 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108448.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108705.937500 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108705.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108774.015625 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108798.757812 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108809.726562 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108819.343750 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108828.453125 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -108835.023438 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108837.226562 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108837.945312 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108841.820312 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108842.523438 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -108842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108843.273438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -108843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108843.273438 Penalty: 3345.053223
	Iteration 13F: 3 clusters Score -108843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -1363818.375000 Penalty: 2291.061035
	Iteration 0F: 2 clusters Score -1363818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1355944.250000 Penalty: 4582.122070
	Iteration 0F: 3 clusters Score -1355944 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1358150.500000 Penalty: 4582.122070
	Iteration 1F: 3 clusters Score -1358150 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1358478.625000 Penalty: 4582.122070
	Iteration 2F: 3 clusters Score -1358479 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1358753.250000 Penalty: 4582.122070
	Iteration 3F: 3 clusters Score -1358753 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1358991.875000 Penalty: 4582.122070
	Iteration 4Q: 3 clusters Score -1358992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1359263.000000 Penalty: 4582.122070
	Iteration 5Q: 3 clusters Score -1359263 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1359552.625000 Penalty: 4582.122070
	Iteration 6Q: 3 clusters Score -1359553 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1359839.750000 Penalty: 4582.122070
	Iteration 7Q: 3 clusters Score -1359840 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1360147.625000 Penalty: 4582.122070
	Iteration 8Q: 3 clusters Score -1360148 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1360427.750000 Penalty: 4582.122070
	Iteration 9Q: 3 clusters Score -1360428 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1360673.750000 Penalty: 4582.122070
	Iteration 10Q: 3 clusters Score -1360674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1360842.250000 Penalty: 4582.122070
	Iteration 11Q: 3 clusters Score -1360842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1360974.875000 Penalty: 4582.122070
	Iteration 12Q: 3 clusters Score -1360975 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1361097.000000 Penalty: 4582.122070
	Iteration 13Q: 3 clusters Score -1361097 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1361205.875000 Penalty: 4582.122070
	Iteration 14Q: 3 clusters Score -1361206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1361307.625000 Penalty: 4582.122070
	Iteration 15Q: 3 clusters Score -1361308 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1361384.250000 Penalty: 4582.122070
	Iteration 16Q: 3 clusters Score -1361384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1361457.000000 Penalty: 4582.122070
	Iteration 17Q: 3 clusters Score -1361457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1361521.625000 Penalty: 4582.122070
	Iteration 18Q: 3 clusters Score -1361522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1361572.625000 Penalty: 4582.122070
	Iteration 19Q: 3 clusters Score -1361573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1361615.500000 Penalty: 4582.122070
	Iteration 20F: 3 clusters Score -1361616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1361650.625000 Penalty: 4582.122070
	Iteration 21Q: 3 clusters Score -1361651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1361684.750000 Penalty: 4582.122070
	Iteration 22Q: 3 clusters Score -1361685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1361707.500000 Penalty: 4582.122070
	Iteration 23Q: 3 clusters Score -1361708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1361724.875000 Penalty: 4582.122070
	Iteration 24Q: 3 clusters Score -1361725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1361733.375000 Penalty: 4582.122070
	Iteration 25Q: 3 clusters Score -1361733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1361742.250000 Penalty: 4582.122070
	Iteration 26Q: 3 clusters Score -1361742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1361749.000000 Penalty: 4582.122070
	Iteration 27Q: 3 clusters Score -1361749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1361761.500000 Penalty: 4582.122070
	Iteration 28Q: 3 clusters Score -1361762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1361769.875000 Penalty: 4582.122070
	Iteration 29Q: 3 clusters Score -1361770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1361770.875000 Penalty: 4582.122070
	Iteration 30Q: 3 clusters Score -1361771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1361775.375000 Penalty: 4582.122070
	Iteration 31Q: 3 clusters Score -1361775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1361774.375000 Penalty: 4582.122070
	Iteration 32Q: 3 clusters Score -1361774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1361774.500000 Penalty: 4582.122070
	Iteration 33Q: 3 clusters Score -1361774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1361772.250000 Penalty: 4582.122070
	Iteration 34Q: 3 clusters Score -1361772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1361774.375000 Penalty: 4582.122070
	Iteration 35Q: 3 clusters Score -1361774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1361776.500000 Penalty: 4582.122070
	Iteration 36Q: 3 clusters Score -1361776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1361775.625000 Penalty: 4582.122070
	Iteration 37Q: 3 clusters Score -1361776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1361775.625000 Penalty: 4582.122070
	Iteration 38F: 3 clusters Score -1361776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1069269.125000 Penalty: 2256.847168
	Iteration 0F: 2 clusters Score -1069269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1062300.875000 Penalty: 4513.694336
	Iteration 0F: 3 clusters Score -1062301 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1064462.625000 Penalty: 4513.694336
	Iteration 1F: 3 clusters Score -1064463 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1065030.000000 Penalty: 4513.694336
	Iteration 2F: 3 clusters Score -1065030 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1065595.500000 Penalty: 4513.694336
	Iteration 3F: 3 clusters Score -1065596 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1066068.000000 Penalty: 4513.694336
	Iteration 4F: 3 clusters Score -1066068 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1066439.875000 Penalty: 4513.694336
	Iteration 5F: 3 clusters Score -1066440 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1066745.875000 Penalty: 4513.694336
	Iteration 6F: 3 clusters Score -1066746 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1066978.125000 Penalty: 4513.694336
	Iteration 7Q: 3 clusters Score -1066978 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1067143.000000 Penalty: 4513.694336
	Iteration 8Q: 3 clusters Score -1067143 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1067252.500000 Penalty: 4513.694336
	Iteration 9Q: 3 clusters Score -1067252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1067314.750000 Penalty: 4513.694336
	Iteration 10Q: 3 clusters Score -1067315 nChanged 134
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: -1067361.875000 Penalty: 4513.694336
	Iteration 11Q: 3 clusters Score -1067362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1067392.000000 Penalty: 4513.694336
	Iteration 12Q: 3 clusters Score -1067392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1067423.250000 Penalty: 4513.694336
	Iteration 13Q: 3 clusters Score -1067423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1067445.625000 Penalty: 4513.694336
	Iteration 14Q: 3 clusters Score -1067446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1067466.500000 Penalty: 4513.694336
	Iteration 15Q: 3 clusters Score -1067466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1067487.125000 Penalty: 4513.694336
	Iteration 16Q: 3 clusters Score -1067487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1067509.000000 Penalty: 4513.694336
	Iteration 17Q: 3 clusters Score -1067509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1067542.875000 Penalty: 4513.694336
	Iteration 18Q: 3 clusters Score -1067543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1067595.125000 Penalty: 4513.694336
	Iteration 19Q: 3 clusters Score -1067595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1067636.250000 Penalty: 4513.694336
	Iteration 20F: 3 clusters Score -1067636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1067674.250000 Penalty: 4513.694336
	Iteration 21Q: 3 clusters Score -1067674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1067714.875000 Penalty: 4513.694336
	Iteration 22Q: 3 clusters Score -1067715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1067756.000000 Penalty: 4513.694336
	Iteration 23Q: 3 clusters Score -1067756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1067784.125000 Penalty: 4513.694336
	Iteration 24Q: 3 clusters Score -1067784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1067806.250000 Penalty: 4513.694336
	Iteration 25Q: 3 clusters Score -1067806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1067825.375000 Penalty: 4513.694336
	Iteration 26Q: 3 clusters Score -1067825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1067840.500000 Penalty: 4513.694336
	Iteration 27Q: 3 clusters Score -1067840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1067853.250000 Penalty: 4513.694336
	Iteration 28Q: 3 clusters Score -1067853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1067871.500000 Penalty: 4513.694336
	Iteration 29Q: 3 clusters Score -1067872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1067882.750000 Penalty: 4513.694336
	Iteration 30Q: 3 clusters Score -1067883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1067892.000000 Penalty: 4513.694336
	Iteration 31Q: 3 clusters Score -1067892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1067901.875000 Penalty: 4513.694336
	Iteration 32Q: 3 clusters Score -1067902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1067913.875000 Penalty: 4513.694336
	Iteration 33Q: 3 clusters Score -1067914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1067924.875000 Penalty: 4513.694336
	Iteration 34Q: 3 clusters Score -1067925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1067935.500000 Penalty: 4513.694336
	Iteration 35Q: 3 clusters Score -1067936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1067946.000000 Penalty: 4513.694336
	Iteration 36Q: 3 clusters Score -1067946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1067952.500000 Penalty: 4513.694336
	Iteration 37Q: 3 clusters Score -1067952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1067959.500000 Penalty: 4513.694336
	Iteration 38Q: 3 clusters Score -1067960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1067973.375000 Penalty: 4513.694336
	Iteration 39Q: 3 clusters Score -1067973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1067980.250000 Penalty: 4513.694336
	Iteration 40F: 3 clusters Score -1067980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1067991.625000 Penalty: 4513.694336
	Iteration 41Q: 3 clusters Score -1067992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1067999.500000 Penalty: 4513.694336
	Iteration 42Q: 3 clusters Score -1068000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1068006.500000 Penalty: 4513.694336
	Iteration 43Q: 3 clusters Score -1068006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1068013.875000 Penalty: 4513.694336
	Iteration 44Q: 3 clusters Score -1068014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1068019.750000 Penalty: 4513.694336
	Iteration 45Q: 3 clusters Score -1068020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1068029.375000 Penalty: 4513.694336
	Iteration 46Q: 3 clusters Score -1068029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1068041.625000 Penalty: 4513.694336
	Iteration 47Q: 3 clusters Score -1068042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1068054.250000 Penalty: 4513.694336
	Iteration 48Q: 3 clusters Score -1068054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1068064.875000 Penalty: 4513.694336
	Iteration 49Q: 3 clusters Score -1068065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1068076.125000 Penalty: 4513.694336
	Iteration 50Q: 3 clusters Score -1068076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1068086.250000 Penalty: 4513.694336
	Iteration 51Q: 3 clusters Score -1068086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1068100.625000 Penalty: 4513.694336
	Iteration 52Q: 3 clusters Score -1068101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1068112.625000 Penalty: 4513.694336
	Iteration 53Q: 3 clusters Score -1068113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1068122.375000 Penalty: 4513.694336
	Iteration 54Q: 3 clusters Score -1068122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1068127.625000 Penalty: 4513.694336
	Iteration 55Q: 3 clusters Score -1068128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1068131.250000 Penalty: 4513.694336
	Iteration 56Q: 3 clusters Score -1068131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1068136.250000 Penalty: 4513.694336
	Iteration 57Q: 3 clusters Score -1068136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1068138.375000 Penalty: 4513.694336
	Iteration 58Q: 3 clusters Score -1068138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1068144.750000 Penalty: 4513.694336
	Iteration 59Q: 3 clusters Score -1068145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1068144.750000 Penalty: 4513.694336
	Iteration 60F: 3 clusters Score -1068145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1068145.875000 Penalty: 4513.694336
	Iteration 61Q: 3 clusters Score -1068146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1068146.000000 Penalty: 4513.694336
	Iteration 62Q: 3 clusters Score -1068146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1068150.375000 Penalty: 4513.694336
	Iteration 63Q: 3 clusters Score -1068150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1068150.875000 Penalty: 4513.694336
	Iteration 64Q: 3 clusters Score -1068151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1068149.500000 Penalty: 4513.694336
	Iteration 65Q: 3 clusters Score -1068150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1068150.875000 Penalty: 4513.694336
	Iteration 66Q: 3 clusters Score -1068151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1068150.875000 Penalty: 4513.694336
	Iteration 67F: 3 clusters Score -1068151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -655826.625000 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -655826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -651316.375000 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -651316.4 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -652378.437500 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -652378.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -652604.125000 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -652604.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -652717.937500 Penalty: 4215.821777
	Iteration 3Q: 3 clusters Score -652717.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -652801.125000 Penalty: 4215.821777
	Iteration 4Q: 3 clusters Score -652801.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -652859.937500 Penalty: 4215.821777
	Iteration 5Q: 3 clusters Score -652859.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -652893.687500 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -652893.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -652928.437500 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -652928.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -652954.437500 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -652954.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -652977.562500 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -652977.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -653000.875000 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -653000.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -653020.812500 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -653020.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -653042.812500 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -653042.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -653072.187500 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -653072.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -653096.625000 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -653096.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -653118.125000 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -653118.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -653147.812500 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -653147.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -653176.187500 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -653176.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -653199.437500 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -653199.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -653219.812500 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -653219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -653235.437500 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -653235.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -653255.875000 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -653255.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -653277.125000 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -653277.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -653293.562500 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -653293.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -653312.750000 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -653312.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -653331.000000 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -653331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -653352.062500 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -653352.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -653371.250000 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -653371.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -653394.187500 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -653394.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -653416.000000 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -653416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -653448.312500 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -653448.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -653482.625000 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -653482.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -653522.250000 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -653522.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -653555.312500 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -653555.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -653590.437500 Penalty: 4215.821777
	Iteration 34Q: 3 clusters Score -653590.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -653634.500000 Penalty: 4215.821777
	Iteration 35Q: 3 clusters Score -653634.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -653676.750000 Penalty: 4215.821777
	Iteration 36Q: 3 clusters Score -653676.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -653714.375000 Penalty: 4215.821777
	Iteration 37Q: 3 clusters Score -653714.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -653747.750000 Penalty: 4215.821777
	Iteration 38Q: 3 clusters Score -653747.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -653783.437500 Penalty: 4215.821777
	Iteration 39Q: 3 clusters Score -653783.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -653816.562500 Penalty: 4215.821777
	Iteration 40F: 3 clusters Score -653816.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -653855.562500 Penalty: 4215.821777
	Iteration 41Q: 3 clusters Score -653855.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -653878.250000 Penalty: 4215.821777
	Iteration 42Q: 3 clusters Score -653878.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -653897.687500 Penalty: 4215.821777
	Iteration 43Q: 3 clusters Score -653897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -653909.687500 Penalty: 4215.821777
	Iteration 44Q: 3 clusters Score -653909.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -653919.625000 Penalty: 4215.821777
	Iteration 45Q: 3 clusters Score -653919.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -653928.687500 Penalty: 4215.821777
	Iteration 46Q: 3 clusters Score -653928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -653932.000000 Penalty: 4215.821777
	Iteration 47Q: 3 clusters Score -653932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -653936.187500 Penalty: 4215.821777
	Iteration 48Q: 3 clusters Score -653936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -653938.812500 Penalty: 4215.821777
	Iteration 49Q: 3 clusters Score -653938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -653942.000000 Penalty: 4215.821777
	Iteration 50Q: 3 clusters Score -653942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -653949.312500 Penalty: 4215.821777
	Iteration 51Q: 3 clusters Score -653949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -653951.500000 Penalty: 4215.821777
	Iteration 52Q: 3 clusters Score -653951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -653951.562500 Penalty: 4215.821777
	Iteration 53Q: 3 clusters Score -653951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -653953.312500 Penalty: 4215.821777
	Iteration 54Q: 3 clusters Score -653953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -653953.562500 Penalty: 4215.821777
	Iteration 55Q: 3 clusters Score -653953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -653957.625000 Penalty: 4215.821777
	Iteration 56Q: 3 clusters Score -653957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -653961.625000 Penalty: 4215.821777
	Iteration 57Q: 3 clusters Score -653961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -653964.250000 Penalty: 4215.821777
	Iteration 58Q: 3 clusters Score -653964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -653970.312500 Penalty: 4215.821777
	Iteration 59Q: 3 clusters Score -653970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -653973.937500 Penalty: 4215.821777
	Iteration 60F: 3 clusters Score -653973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -653973.812500 Penalty: 4215.821777
	Iteration 61Q: 3 clusters Score -653973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -653974.625000 Penalty: 4215.821777
	Iteration 62Q: 3 clusters Score -653974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -653976.250000 Penalty: 4215.821777
	Iteration 63Q: 3 clusters Score -653976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -653976.250000 Penalty: 4215.821777
	Iteration 64F: 3 clusters Score -653976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1987476.875000 Penalty: 2389.127930
	Iteration 0F: 2 clusters Score -1987477 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 7598 members 
Entering Unmasked Estep 
Score: -1976508.250000 Penalty: 4778.255859
	Iteration 0F: 3 clusters Score -1976508 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1980076.750000 Penalty: 4778.255859
	Iteration 1F: 3 clusters Score -1980077 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1980419.750000 Penalty: 4778.255859
	Iteration 2F: 3 clusters Score -1980420 nChanged 685
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: -1980681.375000 Penalty: 4778.255859
	Iteration 3Q: 3 clusters Score -1980681 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1980899.625000 Penalty: 4778.255859
	Iteration 4Q: 3 clusters Score -1980900 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1981092.750000 Penalty: 4778.255859
	Iteration 5Q: 3 clusters Score -1981093 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1981283.750000 Penalty: 4778.255859
	Iteration 6Q: 3 clusters Score -1981284 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1981457.625000 Penalty: 4778.255859
	Iteration 7Q: 3 clusters Score -1981458 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1981660.375000 Penalty: 4778.255859
	Iteration 8Q: 3 clusters Score -1981660 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1981928.750000 Penalty: 4778.255859
	Iteration 9Q: 3 clusters Score -1981929 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1982232.375000 Penalty: 4778.255859
	Iteration 10Q: 3 clusters Score -1982232 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1982651.000000 Penalty: 4778.255859
	Iteration 11Q: 3 clusters Score -1982651 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1983170.375000 Penalty: 4778.255859
	Iteration 12Q: 3 clusters Score -1983170 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1983661.875000 Penalty: 4778.255859
	Iteration 13Q: 3 clusters Score -1983662 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1984141.750000 Penalty: 4778.255859
	Iteration 14Q: 3 clusters Score -1984142 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1984517.625000 Penalty: 4778.255859
	Iteration 15Q: 3 clusters Score -1984518 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1984810.750000 Penalty: 4778.255859
	Iteration 16Q: 3 clusters Score -1984811 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1985017.750000 Penalty: 4778.255859
	Iteration 17Q: 3 clusters Score -1985018 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1985136.250000 Penalty: 4778.255859
	Iteration 18Q: 3 clusters Score -1985136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1985203.125000 Penalty: 4778.255859
	Iteration 19Q: 3 clusters Score -1985203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1985251.250000 Penalty: 4778.255859
	Iteration 20F: 3 clusters Score -1985251 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1985290.375000 Penalty: 4778.255859
	Iteration 21Q: 3 clusters Score -1985290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1985314.250000 Penalty: 4778.255859
	Iteration 22Q: 3 clusters Score -1985314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1985329.125000 Penalty: 4778.255859
	Iteration 23Q: 3 clusters Score -1985329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1985342.125000 Penalty: 4778.255859
	Iteration 24Q: 3 clusters Score -1985342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1985353.750000 Penalty: 4778.255859
	Iteration 25Q: 3 clusters Score -1985354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1985360.375000 Penalty: 4778.255859
	Iteration 26Q: 3 clusters Score -1985360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1985370.250000 Penalty: 4778.255859
	Iteration 27Q: 3 clusters Score -1985370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1985370.625000 Penalty: 4778.255859
	Iteration 28Q: 3 clusters Score -1985371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1985378.625000 Penalty: 4778.255859
	Iteration 29Q: 3 clusters Score -1985379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1985389.625000 Penalty: 4778.255859
	Iteration 30Q: 3 clusters Score -1985390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1985392.875000 Penalty: 4778.255859
	Iteration 31Q: 3 clusters Score -1985393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1985393.250000 Penalty: 4778.255859
	Iteration 32Q: 3 clusters Score -1985393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1985400.375000 Penalty: 4778.255859
	Iteration 33Q: 3 clusters Score -1985400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1985407.500000 Penalty: 4778.255859
	Iteration 34Q: 3 clusters Score -1985408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1985409.500000 Penalty: 4778.255859
	Iteration 35Q: 3 clusters Score -1985410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1985415.500000 Penalty: 4778.255859
	Iteration 36Q: 3 clusters Score -1985416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1985421.125000 Penalty: 4778.255859
	Iteration 37Q: 3 clusters Score -1985421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1985422.250000 Penalty: 4778.255859
	Iteration 38Q: 3 clusters Score -1985422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1985434.250000 Penalty: 4778.255859
	Iteration 39Q: 3 clusters Score -1985434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1985438.875000 Penalty: 4778.255859
	Iteration 40F: 3 clusters Score -1985439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1985444.250000 Penalty: 4778.255859
	Iteration 41Q: 3 clusters Score -1985444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1985444.875000 Penalty: 4778.255859
	Iteration 42Q: 3 clusters Score -1985445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1985455.750000 Penalty: 4778.255859
	Iteration 43Q: 3 clusters Score -1985456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1985456.375000 Penalty: 4778.255859
	Iteration 44Q: 3 clusters Score -1985456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1985458.250000 Penalty: 4778.255859
	Iteration 45Q: 3 clusters Score -1985458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1985462.375000 Penalty: 4778.255859
	Iteration 46Q: 3 clusters Score -1985462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1985460.750000 Penalty: 4778.255859
	Iteration 47Q: 3 clusters Score -1985461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1985465.750000 Penalty: 4778.255859
	Iteration 48Q: 3 clusters Score -1985466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1985461.625000 Penalty: 4778.255859
	Iteration 49Q: 3 clusters Score -1985462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1985466.250000 Penalty: 4778.255859
	Iteration 50Q: 3 clusters Score -1985466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1985464.375000 Penalty: 4778.255859
	Iteration 51Q: 3 clusters Score -1985464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1985465.000000 Penalty: 4778.255859
	Iteration 52Q: 3 clusters Score -1985465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1985467.500000 Penalty: 4778.255859
	Iteration 53Q: 3 clusters Score -1985468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1985466.250000 Penalty: 4778.255859
	Iteration 54Q: 3 clusters Score -1985466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1985463.250000 Penalty: 4778.255859
	Iteration 55Q: 3 clusters Score -1985463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1985464.000000 Penalty: 4778.255859
	Iteration 56Q: 3 clusters Score -1985464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1985467.875000 Penalty: 4778.255859
	Iteration 57Q: 3 clusters Score -1985468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1985468.000000 Penalty: 4778.255859
	Iteration 58Q: 3 clusters Score -1985468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1985469.250000 Penalty: 4778.255859
	Iteration 59Q: 3 clusters Score -1985469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1985468.750000 Penalty: 4778.255859
	Iteration 60F: 3 clusters Score -1985469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1985470.250000 Penalty: 4778.255859
	Iteration 61Q: 3 clusters Score -1985470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1985467.750000 Penalty: 4778.255859
	Iteration 62Q: 3 clusters Score -1985468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1985467.125000 Penalty: 4778.255859
	Iteration 63Q: 3 clusters Score -1985467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1985467.125000 Penalty: 4778.255859
	Iteration 64F: 3 clusters Score -1985467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (230587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230587 members 
Entering Unmasked Estep 
Score: -30857422.000000 Penalty: 3062.399170
	Iteration 0F: 2 clusters Score -3.085742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -30719314.000000 Penalty: 6124.798340
	Iteration 0F: 3 clusters Score -3.071931e+07 nChanged 111448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -30784504.000000 Penalty: 6124.798340
	Iteration 1F: 3 clusters Score -3.07845e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -30786322.000000 Penalty: 6124.798340
	Iteration 2Q: 3 clusters Score -3.078632e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -30788692.000000 Penalty: 6124.798340
	Iteration 3Q: 3 clusters Score -3.078869e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138134 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -30792580.000000 Penalty: 6124.798340
	Iteration 4Q: 3 clusters Score -3.079258e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -30799296.000000 Penalty: 6124.798340
	Iteration 5F: 3 clusters Score -3.07993e+07 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -30809718.000000 Penalty: 6124.798340
	Iteration 6F: 3 clusters Score -3.080972e+07 nChanged 18961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -30823564.000000 Penalty: 6124.798340
	Iteration 7F: 3 clusters Score -3.082356e+07 nChanged 19072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203161 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -30836824.000000 Penalty: 6124.798340
	Iteration 8F: 3 clusters Score -3.083682e+07 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217992 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -30846936.000000 Penalty: 6124.798340
	Iteration 9F: 3 clusters Score -3.084694e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226098 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -30852210.000000 Penalty: 6124.798340
	Iteration 10Q: 3 clusters Score -3.085221e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229163 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -30853718.000000 Penalty: 6124.798340
	Iteration 11Q: 3 clusters Score -3.085372e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230031 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -30854286.000000 Penalty: 6124.798340
	Iteration 12Q: 3 clusters Score -3.085429e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230243 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30854502.000000 Penalty: 6124.798340
	Iteration 13Q: 3 clusters Score -3.08545e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30854590.000000 Penalty: 6124.798340
	Iteration 14Q: 3 clusters Score -3.085459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230326 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30854650.000000 Penalty: 6124.798340
	Iteration 15Q: 3 clusters Score -3.085465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230334 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30854702.000000 Penalty: 6124.798340
	Iteration 16Q: 3 clusters Score -3.08547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230337 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30854724.000000 Penalty: 6124.798340
	Iteration 17Q: 3 clusters Score -3.085472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30854718.000000 Penalty: 6124.798340
	Iteration 18Q: 3 clusters Score -3.085472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230345 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30854724.000000 Penalty: 6124.798340
	Iteration 19Q: 3 clusters Score -3.085472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230345 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30854724.000000 Penalty: 6124.798340
	Iteration 20F: 3 clusters Score -3.085472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -202388.640625 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -202388.6 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 851 members 
Entering Unmasked Estep 
Score: -199987.468750 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -199987.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200510.046875 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -200510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -200826.828125 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -200826.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -201487.437500 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -201487.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -201996.093750 Penalty: 3696.103760
	Iteration 4F: 3 clusters Score -201996.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202285.468750 Penalty: 3696.103760
	Iteration 5F: 3 clusters Score -202285.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -202488.671875 Penalty: 3696.103760
	Iteration 6F: 3 clusters Score -202488.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -202648.781250 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -202648.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -202759.968750 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -202760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -202841.578125 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -202841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -202865.015625 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -202865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -202895.781250 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -202895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -202938.250000 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -202938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -202955.171875 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -202955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -202971.015625 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -202971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -202979.468750 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -202979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -202985.781250 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -202985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -202989.765625 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -202989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -202991.734375 Penalty: 3696.103760
	Iteration 18Q: 3 clusters Score -202991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -202994.359375 Penalty: 3696.103760
	Iteration 19Q: 3 clusters Score -202994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -202997.578125 Penalty: 3696.103760
	Iteration 20F: 3 clusters Score -202997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -202998.437500 Penalty: 3696.103760
	Iteration 21Q: 3 clusters Score -202998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203001.593750 Penalty: 3696.103760
	Iteration 22Q: 3 clusters Score -203001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203004.468750 Penalty: 3696.103760
	Iteration 23Q: 3 clusters Score -203004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -203005.671875 Penalty: 3696.103760
	Iteration 24Q: 3 clusters Score -203005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -203008.125000 Penalty: 3696.103760
	Iteration 25Q: 3 clusters Score -203008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -203008.125000 Penalty: 3696.103760
	Iteration 26F: 3 clusters Score -203008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 65897 members 
Mstep: Class 6 contains 68857 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 22622 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15269 members 
Mstep: Class 14 contains 230587 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 16768 members 
Mstep: Class 17 contains 101066 members 
Mstep: Class 18 contains 127155 members 
Mstep: Class 19 contains 137659 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 116894 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 19574 members 
Mstep: Class 28 contains 94708 members 
Mstep: Class 29 contains 150206 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 261 members 
Mstep: Class 34 contains 71525 members 
Mstep: Class 35 contains 1523 members 
Mstep: Class 36 contains 6139 members 
Mstep: Class 37 contains 7531 members 
Entering Unmasked Estep 
Score: -181099840.000000 Penalty: 129890.000000
Splitting cluster 15 changes total score from -181101744.000000 to -181099840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (16768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Entering Unmasked Estep 
Score: -2273294.000000 Penalty: 2412.352295
	Iteration 0F: 2 clusters Score -2273294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2261274.500000 Penalty: 4824.704590
	Iteration 0F: 3 clusters Score -2261274 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2265147.750000 Penalty: 4824.704590
	Iteration 1F: 3 clusters Score -2265148 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2265678.500000 Penalty: 4824.704590
	Iteration 2F: 3 clusters Score -2265678 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2266333.500000 Penalty: 4824.704590
	Iteration 3F: 3 clusters Score -2266334 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2267148.250000 Penalty: 4824.704590
	Iteration 4F: 3 clusters Score -2267148 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2268201.750000 Penalty: 4824.704590
	Iteration 5F: 3 clusters Score -2268202 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2269248.000000 Penalty: 4824.704590
	Iteration 6F: 3 clusters Score -2269248 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2270021.250000 Penalty: 4824.704590
	Iteration 7F: 3 clusters Score -2270021 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2270520.250000 Penalty: 4824.704590
	Iteration 8Q: 3 clusters Score -2270520 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2270820.750000 Penalty: 4824.704590
	Iteration 9Q: 3 clusters Score -2270821 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2271013.750000 Penalty: 4824.704590
	Iteration 10Q: 3 clusters Score -2271014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2271170.250000 Penalty: 4824.704590
	Iteration 11Q: 3 clusters Score -2271170 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2271274.500000 Penalty: 4824.704590
	Iteration 12Q: 3 clusters Score -2271274 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2271355.750000 Penalty: 4824.704590
	Iteration 13Q: 3 clusters Score -2271356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2271417.000000 Penalty: 4824.704590
	Iteration 14Q: 3 clusters Score -2271417 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2271460.750000 Penalty: 4824.704590
	Iteration 15Q: 3 clusters Score -2271461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2271486.250000 Penalty: 4824.704590
	Iteration 16Q: 3 clusters Score -2271486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2271510.000000 Penalty: 4824.704590
	Iteration 17Q: 3 clusters Score -2271510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2271527.500000 Penalty: 4824.704590
	Iteration 18Q: 3 clusters Score -2271528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2271565.000000 Penalty: 4824.704590
	Iteration 19Q: 3 clusters Score -2271565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2271584.000000 Penalty: 4824.704590
	Iteration 20F: 3 clusters Score -2271584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2271589.750000 Penalty: 4824.704590
	Iteration 21Q: 3 clusters Score -2271590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2271599.250000 Penalty: 4824.704590
	Iteration 22Q: 3 clusters Score -2271599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2271602.750000 Penalty: 4824.704590
	Iteration 23Q: 3 clusters Score -2271603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2271608.250000 Penalty: 4824.704590
	Iteration 24Q: 3 clusters Score -2271608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2271611.000000 Penalty: 4824.704590
	Iteration 25Q: 3 clusters Score -2271611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2271615.250000 Penalty: 4824.704590
	Iteration 26Q: 3 clusters Score -2271615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2271618.000000 Penalty: 4824.704590
	Iteration 27Q: 3 clusters Score -2271618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2271621.250000 Penalty: 4824.704590
	Iteration 28Q: 3 clusters Score -2271621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2271622.000000 Penalty: 4824.704590
	Iteration 29Q: 3 clusters Score -2271622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2271628.750000 Penalty: 4824.704590
	Iteration 30Q: 3 clusters Score -2271629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2271626.000000 Penalty: 4824.704590
	Iteration 31Q: 3 clusters Score -2271626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2271627.000000 Penalty: 4824.704590
	Iteration 32Q: 3 clusters Score -2271627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2271629.750000 Penalty: 4824.704590
	Iteration 33Q: 3 clusters Score -2271630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2271629.500000 Penalty: 4824.704590
	Iteration 34Q: 3 clusters Score -2271630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2271626.250000 Penalty: 4824.704590
	Iteration 35Q: 3 clusters Score -2271626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2271629.000000 Penalty: 4824.704590
	Iteration 36Q: 3 clusters Score -2271629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2271628.750000 Penalty: 4824.704590
	Iteration 37Q: 3 clusters Score -2271629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2271627.250000 Penalty: 4824.704590
	Iteration 38Q: 3 clusters Score -2271627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2271627.250000 Penalty: 4824.704590
	Iteration 39F: 3 clusters Score -2271627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Entering Unmasked Estep 
Score: -13493867.000000 Penalty: 2857.835205
	Iteration 0F: 2 clusters Score -1.349387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -13426505.000000 Penalty: 5715.670410
	Iteration 0F: 3 clusters Score -1.34265e+07 nChanged 47797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -13453660.000000 Penalty: 5715.670410
	Iteration 1F: 3 clusters Score -1.345366e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -13454270.000000 Penalty: 5715.670410
	Iteration 2Q: 3 clusters Score -1.345427e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -13454951.000000 Penalty: 5715.670410
	Iteration 3Q: 3 clusters Score -1.345495e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -13455817.000000 Penalty: 5715.670410
	Iteration 4Q: 3 clusters Score -1.345582e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -13457162.000000 Penalty: 5715.670410
	Iteration 5Q: 3 clusters Score -1.345716e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -13459518.000000 Penalty: 5715.670410
	Iteration 6Q: 3 clusters Score -1.345952e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -13463615.000000 Penalty: 5715.670410
	Iteration 7F: 3 clusters Score -1.346362e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -13470477.000000 Penalty: 5715.670410
	Iteration 8F: 3 clusters Score -1.347048e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -13479179.000000 Penalty: 5715.670410
	Iteration 9F: 3 clusters Score -1.347918e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -13486129.000000 Penalty: 5715.670410
	Iteration 10F: 3 clusters Score -1.348613e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13489631.000000 Penalty: 5715.670410
	Iteration 11Q: 3 clusters Score -1.348963e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100439 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13490704.000000 Penalty: 5715.670410
	Iteration 12Q: 3 clusters Score -1.34907e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13491085.000000 Penalty: 5715.670410
	Iteration 13Q: 3 clusters Score -1.349108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13491195.000000 Penalty: 5715.670410
	Iteration 14Q: 3 clusters Score -1.34912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13491233.000000 Penalty: 5715.670410
	Iteration 15Q: 3 clusters Score -1.349123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13491266.000000 Penalty: 5715.670410
	Iteration 16Q: 3 clusters Score -1.349127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13491280.000000 Penalty: 5715.670410
	Iteration 17Q: 3 clusters Score -1.349128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13491293.000000 Penalty: 5715.670410
	Iteration 18Q: 3 clusters Score -1.349129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13491311.000000 Penalty: 5715.670410
	Iteration 19Q: 3 clusters Score -1.349131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13491331.000000 Penalty: 5715.670410
	Iteration 20F: 3 clusters Score -1.349133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13491353.000000 Penalty: 5715.670410
	Iteration 21Q: 3 clusters Score -1.349135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13491363.000000 Penalty: 5715.670410
	Iteration 22Q: 3 clusters Score -1.349136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13491376.000000 Penalty: 5715.670410
	Iteration 23Q: 3 clusters Score -1.349138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13491377.000000 Penalty: 5715.670410
	Iteration 24Q: 3 clusters Score -1.349138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13491377.000000 Penalty: 5715.670410
	Iteration 25F: 3 clusters Score -1.349138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Entering Unmasked Estep 
Score: -16732125.000000 Penalty: 2914.784180
	Iteration 0F: 2 clusters Score -1.673212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -16647995.000000 Penalty: 5829.568359
	Iteration 0F: 3 clusters Score -1.6648e+07 nChanged 60471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -16682870.000000 Penalty: 5829.568359
	Iteration 1F: 3 clusters Score -1.668287e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -16683876.000000 Penalty: 5829.568359
	Iteration 2Q: 3 clusters Score -1.668388e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -16685660.000000 Penalty: 5829.568359
	Iteration 3Q: 3 clusters Score -1.668566e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -16689026.000000 Penalty: 5829.568359
	Iteration 4F: 3 clusters Score -1.668903e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -16695169.000000 Penalty: 5829.568359
	Iteration 5F: 3 clusters Score -1.669517e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -16704748.000000 Penalty: 5829.568359
	Iteration 6F: 3 clusters Score -1.670475e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -16715575.000000 Penalty: 5829.568359
	Iteration 7F: 3 clusters Score -1.671558e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -16723683.000000 Penalty: 5829.568359
	Iteration 8F: 3 clusters Score -1.672368e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -16727427.000000 Penalty: 5829.568359
	Iteration 9Q: 3 clusters Score -1.672743e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16728857.000000 Penalty: 5829.568359
	Iteration 10Q: 3 clusters Score -1.672886e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16729353.000000 Penalty: 5829.568359
	Iteration 11Q: 3 clusters Score -1.672935e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16729552.000000 Penalty: 5829.568359
	Iteration 12Q: 3 clusters Score -1.672955e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16729652.000000 Penalty: 5829.568359
	Iteration 13Q: 3 clusters Score -1.672965e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16729722.000000 Penalty: 5829.568359
	Iteration 14Q: 3 clusters Score -1.672972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16729748.000000 Penalty: 5829.568359
	Iteration 15Q: 3 clusters Score -1.672975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16729780.000000 Penalty: 5829.568359
	Iteration 16Q: 3 clusters Score -1.672978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16729789.000000 Penalty: 5829.568359
	Iteration 17Q: 3 clusters Score -1.672979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126545 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16729803.000000 Penalty: 5829.568359
	Iteration 18Q: 3 clusters Score -1.67298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126558 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16729845.000000 Penalty: 5829.568359
	Iteration 19Q: 3 clusters Score -1.672984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16729843.000000 Penalty: 5829.568359
	Iteration 20F: 3 clusters Score -1.672984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16729856.000000 Penalty: 5829.568359
	Iteration 21Q: 3 clusters Score -1.672986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16729864.000000 Penalty: 5829.568359
	Iteration 22Q: 3 clusters Score -1.672986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16729880.000000 Penalty: 5829.568359
	Iteration 23Q: 3 clusters Score -1.672988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16729884.000000 Penalty: 5829.568359
	Iteration 24Q: 3 clusters Score -1.672988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16729887.000000 Penalty: 5829.568359
	Iteration 25Q: 3 clusters Score -1.672989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16729885.000000 Penalty: 5829.568359
	Iteration 26Q: 3 clusters Score -1.672988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16729885.000000 Penalty: 5829.568359
	Iteration 27Q: 3 clusters Score -1.672988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16729895.000000 Penalty: 5829.568359
	Iteration 28Q: 3 clusters Score -1.67299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16729900.000000 Penalty: 5829.568359
	Iteration 29Q: 3 clusters Score -1.67299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16729900.000000 Penalty: 5829.568359
	Iteration 30Q: 3 clusters Score -1.67299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16729909.000000 Penalty: 5829.568359
	Iteration 31Q: 3 clusters Score -1.672991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16729901.000000 Penalty: 5829.568359
	Iteration 32Q: 3 clusters Score -1.67299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16729894.000000 Penalty: 5829.568359
	Iteration 33Q: 3 clusters Score -1.672989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16729908.000000 Penalty: 5829.568359
	Iteration 34Q: 3 clusters Score -1.672991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126590 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16729895.000000 Penalty: 5829.568359
	Iteration 35Q: 3 clusters Score -1.67299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126590 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16729895.000000 Penalty: 5829.568359
	Iteration 36F: 3 clusters Score -1.67299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Entering Unmasked Estep 
Score: -17153746.000000 Penalty: 2934.468750
	Iteration 0F: 2 clusters Score -1.715375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -17061830.000000 Penalty: 5868.937500
	Iteration 0F: 3 clusters Score -1.706183e+07 nChanged 65447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -17099106.000000 Penalty: 5868.937500
	Iteration 1F: 3 clusters Score -1.709911e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -17100110.000000 Penalty: 5868.937500
	Iteration 2Q: 3 clusters Score -1.710011e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -17101562.000000 Penalty: 5868.937500
	Iteration 3Q: 3 clusters Score -1.710156e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -17103678.000000 Penalty: 5868.937500
	Iteration 4Q: 3 clusters Score -1.710368e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -17106934.000000 Penalty: 5868.937500
	Iteration 5Q: 3 clusters Score -1.710693e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -17112346.000000 Penalty: 5868.937500
	Iteration 6F: 3 clusters Score -1.711235e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -17120622.000000 Penalty: 5868.937500
	Iteration 7F: 3 clusters Score -1.712062e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -17130594.000000 Penalty: 5868.937500
	Iteration 8F: 3 clusters Score -1.713059e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 122123 members 
Entering Unmasked Estep 
Score: -17139668.000000 Penalty: 5868.937500
	Iteration 9F: 3 clusters Score -1.713967e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -17145482.000000 Penalty: 5868.937500
	Iteration 10Q: 3 clusters Score -1.714548e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 132133 members 
Entering Unmasked Estep 
Score: -17148600.000000 Penalty: 5868.937500
	Iteration 11Q: 3 clusters Score -1.71486e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -17150136.000000 Penalty: 5868.937500
	Iteration 12Q: 3 clusters Score -1.715014e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 135257 members 
Entering Unmasked Estep 
Score: -17150986.000000 Penalty: 5868.937500
	Iteration 13Q: 3 clusters Score -1.715099e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -17151440.000000 Penalty: 5868.937500
	Iteration 14Q: 3 clusters Score -1.715144e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -17151658.000000 Penalty: 5868.937500
	Iteration 15Q: 3 clusters Score -1.715166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -17151778.000000 Penalty: 5868.937500
	Iteration 16Q: 3 clusters Score -1.715178e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 136412 members 
Entering Unmasked Estep 
Score: -17151886.000000 Penalty: 5868.937500
	Iteration 17Q: 3 clusters Score -1.715189e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 136471 members 
Entering Unmasked Estep 
Score: -17151956.000000 Penalty: 5868.937500
	Iteration 18Q: 3 clusters Score -1.715196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -17151998.000000 Penalty: 5868.937500
	Iteration 19Q: 3 clusters Score -1.7152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -17152028.000000 Penalty: 5868.937500
	Iteration 20F: 3 clusters Score -1.715203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 136592 members 
Entering Unmasked Estep 
Score: -17152062.000000 Penalty: 5868.937500
	Iteration 21Q: 3 clusters Score -1.715206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -17152128.000000 Penalty: 5868.937500
	Iteration 22Q: 3 clusters Score -1.715213e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -17152172.000000 Penalty: 5868.937500
	Iteration 23Q: 3 clusters Score -1.715217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 136661 members 
Entering Unmasked Estep 
Score: -17152196.000000 Penalty: 5868.937500
	Iteration 24Q: 3 clusters Score -1.71522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -17152200.000000 Penalty: 5868.937500
	Iteration 25Q: 3 clusters Score -1.71522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -17152208.000000 Penalty: 5868.937500
	Iteration 26Q: 3 clusters Score -1.715221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -17152238.000000 Penalty: 5868.937500
	Iteration 27Q: 3 clusters Score -1.715224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -17152248.000000 Penalty: 5868.937500
	Iteration 28Q: 3 clusters Score -1.715225e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -17152274.000000 Penalty: 5868.937500
	Iteration 29Q: 3 clusters Score -1.715227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -17152260.000000 Penalty: 5868.937500
	Iteration 30Q: 3 clusters Score -1.715226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -17152260.000000 Penalty: 5868.937500
	Iteration 31Q: 3 clusters Score -1.715226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 136654 members 
Entering Unmasked Estep 
Score: -17152302.000000 Penalty: 5868.937500
	Iteration 32Q: 3 clusters Score -1.71523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 136658 members 
Entering Unmasked Estep 
Score: -17152308.000000 Penalty: 5868.937500
	Iteration 33Q: 3 clusters Score -1.715231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -17152368.000000 Penalty: 5868.937500
	Iteration 34Q: 3 clusters Score -1.715237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -17152414.000000 Penalty: 5868.937500
	Iteration 35Q: 3 clusters Score -1.715241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -17152450.000000 Penalty: 5868.937500
	Iteration 36Q: 3 clusters Score -1.715245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -17152510.000000 Penalty: 5868.937500
	Iteration 37Q: 3 clusters Score -1.715251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 136648 members 
Entering Unmasked Estep 
Score: -17152518.000000 Penalty: 5868.937500
	Iteration 38Q: 3 clusters Score -1.715252e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -17152536.000000 Penalty: 5868.937500
	Iteration 39Q: 3 clusters Score -1.715254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -17152564.000000 Penalty: 5868.937500
	Iteration 40F: 3 clusters Score -1.715256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -17152592.000000 Penalty: 5868.937500
	Iteration 41Q: 3 clusters Score -1.715259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -17152608.000000 Penalty: 5868.937500
	Iteration 42Q: 3 clusters Score -1.715261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -17152600.000000 Penalty: 5868.937500
	Iteration 43Q: 3 clusters Score -1.71526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -17152602.000000 Penalty: 5868.937500
	Iteration 44Q: 3 clusters Score -1.71526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -17152614.000000 Penalty: 5868.937500
	Iteration 45Q: 3 clusters Score -1.715261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 136550 members 
Entering Unmasked Estep 
Score: -17152622.000000 Penalty: 5868.937500
	Iteration 46Q: 3 clusters Score -1.715262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -17152638.000000 Penalty: 5868.937500
	Iteration 47Q: 3 clusters Score -1.715264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -17152634.000000 Penalty: 5868.937500
	Iteration 48Q: 3 clusters Score -1.715263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -17152648.000000 Penalty: 5868.937500
	Iteration 49Q: 3 clusters Score -1.715265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -17152646.000000 Penalty: 5868.937500
	Iteration 50Q: 3 clusters Score -1.715265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -17152654.000000 Penalty: 5868.937500
	Iteration 51Q: 3 clusters Score -1.715265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -17152662.000000 Penalty: 5868.937500
	Iteration 52Q: 3 clusters Score -1.715266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -17152662.000000 Penalty: 5868.937500
	Iteration 53Q: 3 clusters Score -1.715266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -17152662.000000 Penalty: 5868.937500
	Iteration 54Q: 3 clusters Score -1.715266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -17152670.000000 Penalty: 5868.937500
	Iteration 55Q: 3 clusters Score -1.715267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -17152670.000000 Penalty: 5868.937500
	Iteration 56Q: 3 clusters Score -1.715267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -17152666.000000 Penalty: 5868.937500
	Iteration 57Q: 3 clusters Score -1.715267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -17152674.000000 Penalty: 5868.937500
	Iteration 58Q: 3 clusters Score -1.715267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -17152662.000000 Penalty: 5868.937500
	Iteration 59Q: 3 clusters Score -1.715266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -17152662.000000 Penalty: 5868.937500
	Iteration 60F: 3 clusters Score -1.715266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -75891.695312 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -75891.7 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 284 members 
Entering Unmasked Estep 
Score: -74309.078125 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -74309.08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74517.015625 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -74517.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74600.546875 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -74600.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74639.570312 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -74639.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74661.023438 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -74661.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74671.429688 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -74671.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74674.140625 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -74674.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74675.203125 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -74675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74684.632812 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -74684.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74687.242188 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -74687.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74687.242188 Penalty: 3184.317383
	Iteration 10F: 3 clusters Score -74687.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -555438.000000 Penalty: 2087.234375
	Iteration 0F: 2 clusters Score -555438 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 2272 members 
Entering Unmasked Estep 
Score: -551270.500000 Penalty: 4174.468750
	Iteration 0F: 3 clusters Score -551270.5 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -552447.937500 Penalty: 4174.468750
	Iteration 1F: 3 clusters Score -552447.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -552909.500000 Penalty: 4174.468750
	Iteration 2F: 3 clusters Score -552909.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -553243.312500 Penalty: 4174.468750
	Iteration 3F: 3 clusters Score -553243.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553484.125000 Penalty: 4174.468750
	Iteration 4F: 3 clusters Score -553484.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -553660.500000 Penalty: 4174.468750
	Iteration 5Q: 3 clusters Score -553660.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -553840.062500 Penalty: 4174.468750
	Iteration 6Q: 3 clusters Score -553840.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -554027.125000 Penalty: 4174.468750
	Iteration 7Q: 3 clusters Score -554027.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -554163.375000 Penalty: 4174.468750
	Iteration 8Q: 3 clusters Score -554163.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -554255.312500 Penalty: 4174.468750
	Iteration 9Q: 3 clusters Score -554255.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -554306.312500 Penalty: 4174.468750
	Iteration 10Q: 3 clusters Score -554306.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -554341.250000 Penalty: 4174.468750
	Iteration 11Q: 3 clusters Score -554341.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -554361.750000 Penalty: 4174.468750
	Iteration 12Q: 3 clusters Score -554361.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -554379.312500 Penalty: 4174.468750
	Iteration 13Q: 3 clusters Score -554379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -554387.000000 Penalty: 4174.468750
	Iteration 14Q: 3 clusters Score -554387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -554394.562500 Penalty: 4174.468750
	Iteration 15Q: 3 clusters Score -554394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -554405.312500 Penalty: 4174.468750
	Iteration 16Q: 3 clusters Score -554405.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -554416.750000 Penalty: 4174.468750
	Iteration 17Q: 3 clusters Score -554416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -554427.750000 Penalty: 4174.468750
	Iteration 18Q: 3 clusters Score -554427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -554435.500000 Penalty: 4174.468750
	Iteration 19Q: 3 clusters Score -554435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -554440.562500 Penalty: 4174.468750
	Iteration 20F: 3 clusters Score -554440.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -554445.812500 Penalty: 4174.468750
	Iteration 21Q: 3 clusters Score -554445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -554447.937500 Penalty: 4174.468750
	Iteration 22Q: 3 clusters Score -554447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -554451.687500 Penalty: 4174.468750
	Iteration 23Q: 3 clusters Score -554451.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -554455.875000 Penalty: 4174.468750
	Iteration 24Q: 3 clusters Score -554455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -554457.500000 Penalty: 4174.468750
	Iteration 25Q: 3 clusters Score -554457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -554463.687500 Penalty: 4174.468750
	Iteration 26Q: 3 clusters Score -554463.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -554467.125000 Penalty: 4174.468750
	Iteration 27Q: 3 clusters Score -554467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -554471.562500 Penalty: 4174.468750
	Iteration 28Q: 3 clusters Score -554471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554474.250000 Penalty: 4174.468750
	Iteration 29Q: 3 clusters Score -554474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554476.812500 Penalty: 4174.468750
	Iteration 30Q: 3 clusters Score -554476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -554479.062500 Penalty: 4174.468750
	Iteration 31Q: 3 clusters Score -554479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554480.500000 Penalty: 4174.468750
	Iteration 32Q: 3 clusters Score -554480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -554481.687500 Penalty: 4174.468750
	Iteration 33Q: 3 clusters Score -554481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -554483.687500 Penalty: 4174.468750
	Iteration 34Q: 3 clusters Score -554483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554484.000000 Penalty: 4174.468750
	Iteration 35Q: 3 clusters Score -554484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554484.187500 Penalty: 4174.468750
	Iteration 36Q: 3 clusters Score -554484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -554485.250000 Penalty: 4174.468750
	Iteration 37Q: 3 clusters Score -554485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554486.312500 Penalty: 4174.468750
	Iteration 38Q: 3 clusters Score -554486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554487.312500 Penalty: 4174.468750
	Iteration 39Q: 3 clusters Score -554487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554487.812500 Penalty: 4174.468750
	Iteration 40F: 3 clusters Score -554487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -554489.562500 Penalty: 4174.468750
	Iteration 41Q: 3 clusters Score -554489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -554489.812500 Penalty: 4174.468750
	Iteration 42Q: 3 clusters Score -554489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -554489.812500 Penalty: 4174.468750
	Iteration 43F: 3 clusters Score -554489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2514641.000000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2514641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2501555.000000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2501555 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2505755.000000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2505755 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2506156.250000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2506156 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2506539.250000 Penalty: 4876.747559
	Iteration 3Q: 3 clusters Score -2506539 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2506903.250000 Penalty: 4876.747559
	Iteration 4Q: 3 clusters Score -2506903 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2507300.750000 Penalty: 4876.747559
	Iteration 5Q: 3 clusters Score -2507301 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2507679.750000 Penalty: 4876.747559
	Iteration 6Q: 3 clusters Score -2507680 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2508096.500000 Penalty: 4876.747559
	Iteration 7Q: 3 clusters Score -2508096 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2508547.500000 Penalty: 4876.747559
	Iteration 8Q: 3 clusters Score -2508548 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2508982.500000 Penalty: 4876.747559
	Iteration 9Q: 3 clusters Score -2508982 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2509349.750000 Penalty: 4876.747559
	Iteration 10Q: 3 clusters Score -2509350 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2509669.750000 Penalty: 4876.747559
	Iteration 11Q: 3 clusters Score -2509670 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2509994.250000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2509994 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2510270.500000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2510270 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2510549.500000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2510550 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2510755.250000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2510755 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2510925.500000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2510926 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2511055.250000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2511055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2511141.500000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2511142 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2511219.250000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2511219 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2511281.000000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2511281 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2511351.750000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2511352 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2511410.250000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2511410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2511472.500000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2511472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2511514.250000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2511514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2511547.500000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2511548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2511592.000000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2511592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2511608.000000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2511608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2511628.750000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2511629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2511638.000000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2511638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2511650.500000 Penalty: 4876.747559
	Iteration 30Q: 3 clusters Score -2511650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2511664.000000 Penalty: 4876.747559
	Iteration 31Q: 3 clusters Score -2511664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2511679.750000 Penalty: 4876.747559
	Iteration 32Q: 3 clusters Score -2511680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2511676.250000 Penalty: 4876.747559
	Iteration 33Q: 3 clusters Score -2511676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2511684.000000 Penalty: 4876.747559
	Iteration 34Q: 3 clusters Score -2511684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2511696.750000 Penalty: 4876.747559
	Iteration 35Q: 3 clusters Score -2511697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2511706.250000 Penalty: 4876.747559
	Iteration 36Q: 3 clusters Score -2511706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2511716.500000 Penalty: 4876.747559
	Iteration 37Q: 3 clusters Score -2511716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2511713.000000 Penalty: 4876.747559
	Iteration 38Q: 3 clusters Score -2511713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2511722.500000 Penalty: 4876.747559
	Iteration 39Q: 3 clusters Score -2511722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2511726.500000 Penalty: 4876.747559
	Iteration 40F: 3 clusters Score -2511726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2511734.750000 Penalty: 4876.747559
	Iteration 41Q: 3 clusters Score -2511735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2511741.750000 Penalty: 4876.747559
	Iteration 42Q: 3 clusters Score -2511742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2511756.750000 Penalty: 4876.747559
	Iteration 43Q: 3 clusters Score -2511757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2511769.500000 Penalty: 4876.747559
	Iteration 44Q: 3 clusters Score -2511770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2511782.000000 Penalty: 4876.747559
	Iteration 45Q: 3 clusters Score -2511782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2511791.500000 Penalty: 4876.747559
	Iteration 46Q: 3 clusters Score -2511792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2511808.750000 Penalty: 4876.747559
	Iteration 47Q: 3 clusters Score -2511809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2511814.750000 Penalty: 4876.747559
	Iteration 48Q: 3 clusters Score -2511815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2511837.500000 Penalty: 4876.747559
	Iteration 49Q: 3 clusters Score -2511838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2511846.000000 Penalty: 4876.747559
	Iteration 50Q: 3 clusters Score -2511846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2511857.000000 Penalty: 4876.747559
	Iteration 51Q: 3 clusters Score -2511857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2511870.250000 Penalty: 4876.747559
	Iteration 52Q: 3 clusters Score -2511870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2511887.250000 Penalty: 4876.747559
	Iteration 53Q: 3 clusters Score -2511887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2511906.000000 Penalty: 4876.747559
	Iteration 54Q: 3 clusters Score -2511906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2511931.000000 Penalty: 4876.747559
	Iteration 55Q: 3 clusters Score -2511931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2511953.250000 Penalty: 4876.747559
	Iteration 56Q: 3 clusters Score -2511953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2511978.250000 Penalty: 4876.747559
	Iteration 57Q: 3 clusters Score -2511978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2512003.500000 Penalty: 4876.747559
	Iteration 58Q: 3 clusters Score -2512004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2512029.250000 Penalty: 4876.747559
	Iteration 59Q: 3 clusters Score -2512029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2512051.000000 Penalty: 4876.747559
	Iteration 60F: 3 clusters Score -2512051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2512079.250000 Penalty: 4876.747559
	Iteration 61Q: 3 clusters Score -2512079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2512114.000000 Penalty: 4876.747559
	Iteration 62Q: 3 clusters Score -2512114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2512140.250000 Penalty: 4876.747559
	Iteration 63Q: 3 clusters Score -2512140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2512169.250000 Penalty: 4876.747559
	Iteration 64Q: 3 clusters Score -2512169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2512186.250000 Penalty: 4876.747559
	Iteration 65Q: 3 clusters Score -2512186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2512215.500000 Penalty: 4876.747559
	Iteration 66Q: 3 clusters Score -2512216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2512233.250000 Penalty: 4876.747559
	Iteration 67Q: 3 clusters Score -2512233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2512254.750000 Penalty: 4876.747559
	Iteration 68Q: 3 clusters Score -2512255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2512268.000000 Penalty: 4876.747559
	Iteration 69Q: 3 clusters Score -2512268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2512289.750000 Penalty: 4876.747559
	Iteration 70Q: 3 clusters Score -2512290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2512316.000000 Penalty: 4876.747559
	Iteration 71Q: 3 clusters Score -2512316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2512336.500000 Penalty: 4876.747559
	Iteration 72Q: 3 clusters Score -2512336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2512348.000000 Penalty: 4876.747559
	Iteration 73Q: 3 clusters Score -2512348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2512358.500000 Penalty: 4876.747559
	Iteration 74Q: 3 clusters Score -2512358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2512361.750000 Penalty: 4876.747559
	Iteration 75Q: 3 clusters Score -2512362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2512370.750000 Penalty: 4876.747559
	Iteration 76Q: 3 clusters Score -2512371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2512377.500000 Penalty: 4876.747559
	Iteration 77Q: 3 clusters Score -2512378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2512378.750000 Penalty: 4876.747559
	Iteration 78Q: 3 clusters Score -2512379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2512382.500000 Penalty: 4876.747559
	Iteration 79Q: 3 clusters Score -2512382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2512391.250000 Penalty: 4876.747559
	Iteration 80F: 3 clusters Score -2512391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2512387.500000 Penalty: 4876.747559
	Iteration 81Q: 3 clusters Score -2512388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2512396.250000 Penalty: 4876.747559
	Iteration 82Q: 3 clusters Score -2512396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2512401.000000 Penalty: 4876.747559
	Iteration 83Q: 3 clusters Score -2512401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2512399.500000 Penalty: 4876.747559
	Iteration 84Q: 3 clusters Score -2512400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2512400.250000 Penalty: 4876.747559
	Iteration 85Q: 3 clusters Score -2512400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2512402.250000 Penalty: 4876.747559
	Iteration 86Q: 3 clusters Score -2512402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2512412.000000 Penalty: 4876.747559
	Iteration 87Q: 3 clusters Score -2512412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2512417.000000 Penalty: 4876.747559
	Iteration 88Q: 3 clusters Score -2512417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2512424.500000 Penalty: 4876.747559
	Iteration 89Q: 3 clusters Score -2512424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2512421.500000 Penalty: 4876.747559
	Iteration 90Q: 3 clusters Score -2512422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2512425.500000 Penalty: 4876.747559
	Iteration 91Q: 3 clusters Score -2512426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2512426.000000 Penalty: 4876.747559
	Iteration 92Q: 3 clusters Score -2512426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2512429.750000 Penalty: 4876.747559
	Iteration 93Q: 3 clusters Score -2512430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2512434.250000 Penalty: 4876.747559
	Iteration 94Q: 3 clusters Score -2512434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2512437.250000 Penalty: 4876.747559
	Iteration 95Q: 3 clusters Score -2512437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2512437.250000 Penalty: 4876.747559
	Iteration 96Q: 3 clusters Score -2512437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2512441.250000 Penalty: 4876.747559
	Iteration 97Q: 3 clusters Score -2512441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2512441.000000 Penalty: 4876.747559
	Iteration 98Q: 3 clusters Score -2512441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2512441.250000 Penalty: 4876.747559
	Iteration 99Q: 3 clusters Score -2512441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2512441.250000 Penalty: 4876.747559
	Iteration 100F: 3 clusters Score -2512441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (116894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Entering Unmasked Estep 
Score: -15611533.000000 Penalty: 2893.917480
	Iteration 0F: 2 clusters Score -1.561153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -15533833.000000 Penalty: 5787.834961
	Iteration 0F: 3 clusters Score -1.553383e+07 nChanged 55391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -15565630.000000 Penalty: 5787.834961
	Iteration 1F: 3 clusters Score -1.556563e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -15566234.000000 Penalty: 5787.834961
	Iteration 2Q: 3 clusters Score -1.556623e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -15566791.000000 Penalty: 5787.834961
	Iteration 3Q: 3 clusters Score -1.556679e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -15567458.000000 Penalty: 5787.834961
	Iteration 4Q: 3 clusters Score -1.556746e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -15568299.000000 Penalty: 5787.834961
	Iteration 5Q: 3 clusters Score -1.55683e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -15569425.000000 Penalty: 5787.834961
	Iteration 6Q: 3 clusters Score -1.556942e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -15571013.000000 Penalty: 5787.834961
	Iteration 7Q: 3 clusters Score -1.557101e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -15573432.000000 Penalty: 5787.834961
	Iteration 8Q: 3 clusters Score -1.557343e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -15577612.000000 Penalty: 5787.834961
	Iteration 9F: 3 clusters Score -1.557761e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -15583594.000000 Penalty: 5787.834961
	Iteration 10F: 3 clusters Score -1.558359e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -15590949.000000 Penalty: 5787.834961
	Iteration 11F: 3 clusters Score -1.559095e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -15597700.000000 Penalty: 5787.834961
	Iteration 12F: 3 clusters Score -1.55977e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -15602422.000000 Penalty: 5787.834961
	Iteration 13Q: 3 clusters Score -1.560242e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -15605137.000000 Penalty: 5787.834961
	Iteration 14Q: 3 clusters Score -1.560514e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -15606789.000000 Penalty: 5787.834961
	Iteration 15Q: 3 clusters Score -1.560679e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -15607681.000000 Penalty: 5787.834961
	Iteration 16Q: 3 clusters Score -1.560768e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -15608173.000000 Penalty: 5787.834961
	Iteration 17Q: 3 clusters Score -1.560817e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -15608480.000000 Penalty: 5787.834961
	Iteration 18Q: 3 clusters Score -1.560848e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -15608644.000000 Penalty: 5787.834961
	Iteration 19Q: 3 clusters Score -1.560864e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -15608743.000000 Penalty: 5787.834961
	Iteration 20F: 3 clusters Score -1.560874e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -15608821.000000 Penalty: 5787.834961
	Iteration 21Q: 3 clusters Score -1.560882e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -15608876.000000 Penalty: 5787.834961
	Iteration 22Q: 3 clusters Score -1.560888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -15608893.000000 Penalty: 5787.834961
	Iteration 23Q: 3 clusters Score -1.560889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -15608920.000000 Penalty: 5787.834961
	Iteration 24Q: 3 clusters Score -1.560892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -15608930.000000 Penalty: 5787.834961
	Iteration 25Q: 3 clusters Score -1.560893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -15608941.000000 Penalty: 5787.834961
	Iteration 26Q: 3 clusters Score -1.560894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 116267 members 
Entering Unmasked Estep 
Score: -15608959.000000 Penalty: 5787.834961
	Iteration 27Q: 3 clusters Score -1.560896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
Score: -15608958.000000 Penalty: 5787.834961
	Iteration 28Q: 3 clusters Score -1.560896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 116274 members 
Entering Unmasked Estep 
Score: -15608970.000000 Penalty: 5787.834961
	Iteration 29Q: 3 clusters Score -1.560897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -15608966.000000 Penalty: 5787.834961
	Iteration 30Q: 3 clusters Score -1.560897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -15608971.000000 Penalty: 5787.834961
	Iteration 31Q: 3 clusters Score -1.560897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 116286 members 
Entering Unmasked Estep 
Score: -15608955.000000 Penalty: 5787.834961
	Iteration 32Q: 3 clusters Score -1.560896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -15608961.000000 Penalty: 5787.834961
	Iteration 33Q: 3 clusters Score -1.560896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 116289 members 
Entering Unmasked Estep 
Score: -15608964.000000 Penalty: 5787.834961
	Iteration 34Q: 3 clusters Score -1.560896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 116289 members 
Entering Unmasked Estep 
Score: -15608962.000000 Penalty: 5787.834961
	Iteration 35Q: 3 clusters Score -1.560896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -15608958.000000 Penalty: 5787.834961
	Iteration 36Q: 3 clusters Score -1.560896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -15608958.000000 Penalty: 5787.834961
	Iteration 37F: 3 clusters Score -1.560896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -692922.937500 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -692922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -688078.750000 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -688078.8 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -689378.687500 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -689378.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -689735.375000 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -689735.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -690022.250000 Penalty: 4279.763672
	Iteration 3F: 3 clusters Score -690022.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -690345.250000 Penalty: 4279.763672
	Iteration 4F: 3 clusters Score -690345.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -690724.437500 Penalty: 4279.763672
	Iteration 5F: 3 clusters Score -690724.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -691035.437500 Penalty: 4279.763672
	Iteration 6F: 3 clusters Score -691035.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -691268.437500 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -691268.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -691411.875000 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -691411.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -691513.312500 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -691513.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -691605.625000 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -691605.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -691687.687500 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -691687.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -691746.250000 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -691746.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -691786.187500 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -691786.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -691826.062500 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -691826.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -691853.937500 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -691853.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -691873.125000 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -691873.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -691889.750000 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -691889.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -691900.500000 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -691900.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -691906.500000 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -691906.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -691910.937500 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -691910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -691915.500000 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -691915.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -691917.812500 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -691917.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -691924.687500 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -691924.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -691931.250000 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -691931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -691935.062500 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -691935.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -691939.312500 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -691939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -691942.625000 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -691942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -691944.687500 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -691944.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -691945.562500 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -691945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -691948.562500 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -691948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -691949.375000 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -691949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -691951.375000 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -691951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -691954.187500 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -691954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -691958.125000 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -691958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -691961.250000 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -691961.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -691967.250000 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -691967.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -691976.062500 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -691976.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -691984.625000 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -691984.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -691997.250000 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -691997.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -692013.062500 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -692013.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -692032.875000 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -692032.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -692059.562500 Penalty: 4279.763672
	Iteration 42Q: 3 clusters Score -692059.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -692087.687500 Penalty: 4279.763672
	Iteration 43Q: 3 clusters Score -692087.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -692106.937500 Penalty: 4279.763672
	Iteration 44Q: 3 clusters Score -692106.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -692125.375000 Penalty: 4279.763672
	Iteration 45Q: 3 clusters Score -692125.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -692146.562500 Penalty: 4279.763672
	Iteration 46Q: 3 clusters Score -692146.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -692164.562500 Penalty: 4279.763672
	Iteration 47Q: 3 clusters Score -692164.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -692182.062500 Penalty: 4279.763672
	Iteration 48Q: 3 clusters Score -692182.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -692196.250000 Penalty: 4279.763672
	Iteration 49Q: 3 clusters Score -692196.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -692213.937500 Penalty: 4279.763672
	Iteration 50Q: 3 clusters Score -692213.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -692245.625000 Penalty: 4279.763672
	Iteration 51Q: 3 clusters Score -692245.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -692282.250000 Penalty: 4279.763672
	Iteration 52Q: 3 clusters Score -692282.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -692318.187500 Penalty: 4279.763672
	Iteration 53Q: 3 clusters Score -692318.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -692341.187500 Penalty: 4279.763672
	Iteration 54Q: 3 clusters Score -692341.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -692359.812500 Penalty: 4279.763672
	Iteration 55Q: 3 clusters Score -692359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -692373.375000 Penalty: 4279.763672
	Iteration 56Q: 3 clusters Score -692373.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -692380.562500 Penalty: 4279.763672
	Iteration 57Q: 3 clusters Score -692380.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -692386.000000 Penalty: 4279.763672
	Iteration 58Q: 3 clusters Score -692386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -692387.625000 Penalty: 4279.763672
	Iteration 59Q: 3 clusters Score -692387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -692388.375000 Penalty: 4279.763672
	Iteration 60F: 3 clusters Score -692388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -692391.312500 Penalty: 4279.763672
	Iteration 61Q: 3 clusters Score -692391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -692394.875000 Penalty: 4279.763672
	Iteration 62Q: 3 clusters Score -692394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -692394.312500 Penalty: 4279.763672
	Iteration 63Q: 3 clusters Score -692394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -692396.062500 Penalty: 4279.763672
	Iteration 64Q: 3 clusters Score -692396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -692396.250000 Penalty: 4279.763672
	Iteration 65Q: 3 clusters Score -692396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -692397.500000 Penalty: 4279.763672
	Iteration 66Q: 3 clusters Score -692397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -692397.437500 Penalty: 4279.763672
	Iteration 67Q: 3 clusters Score -692397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -692398.375000 Penalty: 4279.763672
	Iteration 68Q: 3 clusters Score -692398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -692398.375000 Penalty: 4279.763672
	Iteration 69F: 3 clusters Score -692398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -55717.425781 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -55717.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54269.500000 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -54269.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54429.996094 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -54430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54494.320312 Penalty: 3034.576172
	Iteration 2Q: 3 clusters Score -54494.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54551.460938 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -54551.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54571.644531 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -54571.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54581.835938 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -54581.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54587.531250 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -54587.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54590.972656 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -54590.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54593.425781 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -54593.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54595.925781 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -54595.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54611.171875 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -54611.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54614.359375 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -54614.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54614.359375 Penalty: 3034.576172
	Iteration 12F: 3 clusters Score -54614.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Entering Unmasked Estep 
Score: -1794602.500000 Penalty: 2364.472168
	Iteration 0F: 2 clusters Score -1794602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1784445.875000 Penalty: 4728.944336
	Iteration 0F: 3 clusters Score -1784446 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1787622.625000 Penalty: 4728.944336
	Iteration 1F: 3 clusters Score -1787623 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1788105.875000 Penalty: 4728.944336
	Iteration 2F: 3 clusters Score -1788106 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1788605.125000 Penalty: 4728.944336
	Iteration 3F: 3 clusters Score -1788605 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1789150.125000 Penalty: 4728.944336
	Iteration 4F: 3 clusters Score -1789150 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1789809.625000 Penalty: 4728.944336
	Iteration 5F: 3 clusters Score -1789810 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1790562.250000 Penalty: 4728.944336
	Iteration 6F: 3 clusters Score -1790562 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1791284.875000 Penalty: 4728.944336
	Iteration 7F: 3 clusters Score -1791285 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1792044.000000 Penalty: 4728.944336
	Iteration 8F: 3 clusters Score -1792044 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1792803.625000 Penalty: 4728.944336
	Iteration 9F: 3 clusters Score -1792804 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1793499.250000 Penalty: 4728.944336
	Iteration 10F: 3 clusters Score -1793499 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1793972.500000 Penalty: 4728.944336
	Iteration 11Q: 3 clusters Score -1793972 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1794275.250000 Penalty: 4728.944336
	Iteration 12Q: 3 clusters Score -1794275 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1794402.875000 Penalty: 4728.944336
	Iteration 13Q: 3 clusters Score -1794403 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1794478.125000 Penalty: 4728.944336
	Iteration 14Q: 3 clusters Score -1794478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1794513.125000 Penalty: 4728.944336
	Iteration 15Q: 3 clusters Score -1794513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1794530.750000 Penalty: 4728.944336
	Iteration 16Q: 3 clusters Score -1794531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1794536.250000 Penalty: 4728.944336
	Iteration 17Q: 3 clusters Score -1794536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1794539.875000 Penalty: 4728.944336
	Iteration 18Q: 3 clusters Score -1794540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1794539.750000 Penalty: 4728.944336
	Iteration 19Q: 3 clusters Score -1794540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1794544.875000 Penalty: 4728.944336
	Iteration 20F: 3 clusters Score -1794545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1794540.875000 Penalty: 4728.944336
	Iteration 21Q: 3 clusters Score -1794541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1794542.125000 Penalty: 4728.944336
	Iteration 22Q: 3 clusters Score -1794542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1794541.500000 Penalty: 4728.944336
	Iteration 23Q: 3 clusters Score -1794542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1794541.500000 Penalty: 4728.944336
	Iteration 24Q: 3 clusters Score -1794542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1794542.125000 Penalty: 4728.944336
	Iteration 25Q: 3 clusters Score -1794542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1794542.125000 Penalty: 4728.944336
	Iteration 26Q: 3 clusters Score -1794542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1794543.125000 Penalty: 4728.944336
	Iteration 27Q: 3 clusters Score -1794543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1794542.625000 Penalty: 4728.944336
	Iteration 28Q: 3 clusters Score -1794543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1794546.000000 Penalty: 4728.944336
	Iteration 29Q: 3 clusters Score -1794546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1794547.625000 Penalty: 4728.944336
	Iteration 30Q: 3 clusters Score -1794548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1794547.500000 Penalty: 4728.944336
	Iteration 31Q: 3 clusters Score -1794548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1794544.750000 Penalty: 4728.944336
	Iteration 32Q: 3 clusters Score -1794545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1794546.750000 Penalty: 4728.944336
	Iteration 33Q: 3 clusters Score -1794547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1794550.500000 Penalty: 4728.944336
	Iteration 34Q: 3 clusters Score -1794550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1794548.375000 Penalty: 4728.944336
	Iteration 35Q: 3 clusters Score -1794548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1794549.375000 Penalty: 4728.944336
	Iteration 36Q: 3 clusters Score -1794549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1794549.625000 Penalty: 4728.944336
	Iteration 37Q: 3 clusters Score -1794550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1794545.500000 Penalty: 4728.944336
	Iteration 38Q: 3 clusters Score -1794546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1794547.000000 Penalty: 4728.944336
	Iteration 39Q: 3 clusters Score -1794547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1794547.000000 Penalty: 4728.944336
	Iteration 40F: 3 clusters Score -1794547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Entering Unmasked Estep 
Score: -2643865.000000 Penalty: 2450.725342
	Iteration 0F: 2 clusters Score -2643865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2630050.750000 Penalty: 4901.450684
	Iteration 0F: 3 clusters Score -2630051 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2634577.000000 Penalty: 4901.450684
	Iteration 1F: 3 clusters Score -2634577 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2634920.500000 Penalty: 4901.450684
	Iteration 2F: 3 clusters Score -2634920 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2635186.000000 Penalty: 4901.450684
	Iteration 3Q: 3 clusters Score -2635186 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2635411.500000 Penalty: 4901.450684
	Iteration 4Q: 3 clusters Score -2635412 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2635663.250000 Penalty: 4901.450684
	Iteration 5Q: 3 clusters Score -2635663 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2635901.500000 Penalty: 4901.450684
	Iteration 6Q: 3 clusters Score -2635902 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2636185.000000 Penalty: 4901.450684
	Iteration 7Q: 3 clusters Score -2636185 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2636496.750000 Penalty: 4901.450684
	Iteration 8Q: 3 clusters Score -2636497 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2636918.500000 Penalty: 4901.450684
	Iteration 9Q: 3 clusters Score -2636918 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2637397.750000 Penalty: 4901.450684
	Iteration 10Q: 3 clusters Score -2637398 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2637892.000000 Penalty: 4901.450684
	Iteration 11Q: 3 clusters Score -2637892 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2638397.500000 Penalty: 4901.450684
	Iteration 12Q: 3 clusters Score -2638398 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2638825.750000 Penalty: 4901.450684
	Iteration 13Q: 3 clusters Score -2638826 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2639200.750000 Penalty: 4901.450684
	Iteration 14Q: 3 clusters Score -2639201 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2639500.500000 Penalty: 4901.450684
	Iteration 15Q: 3 clusters Score -2639500 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2639722.750000 Penalty: 4901.450684
	Iteration 16Q: 3 clusters Score -2639723 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2639886.000000 Penalty: 4901.450684
	Iteration 17Q: 3 clusters Score -2639886 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2640007.000000 Penalty: 4901.450684
	Iteration 18Q: 3 clusters Score -2640007 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2640108.750000 Penalty: 4901.450684
	Iteration 19Q: 3 clusters Score -2640109 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2640181.500000 Penalty: 4901.450684
	Iteration 20F: 3 clusters Score -2640182 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2640263.750000 Penalty: 4901.450684
	Iteration 21Q: 3 clusters Score -2640264 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2640328.000000 Penalty: 4901.450684
	Iteration 22Q: 3 clusters Score -2640328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2640381.250000 Penalty: 4901.450684
	Iteration 23Q: 3 clusters Score -2640381 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2640443.000000 Penalty: 4901.450684
	Iteration 24Q: 3 clusters Score -2640443 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2640500.750000 Penalty: 4901.450684
	Iteration 25Q: 3 clusters Score -2640501 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2640548.000000 Penalty: 4901.450684
	Iteration 26Q: 3 clusters Score -2640548 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2640601.000000 Penalty: 4901.450684
	Iteration 27Q: 3 clusters Score -2640601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2640632.250000 Penalty: 4901.450684
	Iteration 28Q: 3 clusters Score -2640632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2640682.000000 Penalty: 4901.450684
	Iteration 29Q: 3 clusters Score -2640682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2640720.500000 Penalty: 4901.450684
	Iteration 30Q: 3 clusters Score -2640720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2640763.750000 Penalty: 4901.450684
	Iteration 31Q: 3 clusters Score -2640764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2640815.250000 Penalty: 4901.450684
	Iteration 32Q: 3 clusters Score -2640815 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2640859.250000 Penalty: 4901.450684
	Iteration 33Q: 3 clusters Score -2640859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2640913.250000 Penalty: 4901.450684
	Iteration 34Q: 3 clusters Score -2640913 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2640954.250000 Penalty: 4901.450684
	Iteration 35Q: 3 clusters Score -2640954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2641014.000000 Penalty: 4901.450684
	Iteration 36Q: 3 clusters Score -2641014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2641062.250000 Penalty: 4901.450684
	Iteration 37Q: 3 clusters Score -2641062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2641111.750000 Penalty: 4901.450684
	Iteration 38Q: 3 clusters Score -2641112 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2641155.250000 Penalty: 4901.450684
	Iteration 39Q: 3 clusters Score -2641155 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2641198.750000 Penalty: 4901.450684
	Iteration 40F: 3 clusters Score -2641199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2641228.750000 Penalty: 4901.450684
	Iteration 41Q: 3 clusters Score -2641229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2641281.000000 Penalty: 4901.450684
	Iteration 42Q: 3 clusters Score -2641281 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2641319.000000 Penalty: 4901.450684
	Iteration 43Q: 3 clusters Score -2641319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2641364.750000 Penalty: 4901.450684
	Iteration 44Q: 3 clusters Score -2641365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2641420.000000 Penalty: 4901.450684
	Iteration 45Q: 3 clusters Score -2641420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2641461.750000 Penalty: 4901.450684
	Iteration 46Q: 3 clusters Score -2641462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2641501.500000 Penalty: 4901.450684
	Iteration 47Q: 3 clusters Score -2641502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2641540.000000 Penalty: 4901.450684
	Iteration 48Q: 3 clusters Score -2641540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2641566.000000 Penalty: 4901.450684
	Iteration 49Q: 3 clusters Score -2641566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2641592.250000 Penalty: 4901.450684
	Iteration 50Q: 3 clusters Score -2641592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2641608.250000 Penalty: 4901.450684
	Iteration 51Q: 3 clusters Score -2641608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2641629.750000 Penalty: 4901.450684
	Iteration 52Q: 3 clusters Score -2641630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2641644.250000 Penalty: 4901.450684
	Iteration 53Q: 3 clusters Score -2641644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2641659.000000 Penalty: 4901.450684
	Iteration 54Q: 3 clusters Score -2641659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2641673.000000 Penalty: 4901.450684
	Iteration 55Q: 3 clusters Score -2641673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2641689.750000 Penalty: 4901.450684
	Iteration 56Q: 3 clusters Score -2641690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2641711.000000 Penalty: 4901.450684
	Iteration 57Q: 3 clusters Score -2641711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2641731.000000 Penalty: 4901.450684
	Iteration 58Q: 3 clusters Score -2641731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2641746.000000 Penalty: 4901.450684
	Iteration 59Q: 3 clusters Score -2641746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2641749.000000 Penalty: 4901.450684
	Iteration 60F: 3 clusters Score -2641749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2641760.500000 Penalty: 4901.450684
	Iteration 61Q: 3 clusters Score -2641760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2641766.500000 Penalty: 4901.450684
	Iteration 62Q: 3 clusters Score -2641766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2641769.750000 Penalty: 4901.450684
	Iteration 63Q: 3 clusters Score -2641770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2641766.500000 Penalty: 4901.450684
	Iteration 64Q: 3 clusters Score -2641766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2641766.500000 Penalty: 4901.450684
	Iteration 65Q: 3 clusters Score -2641766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2641767.000000 Penalty: 4901.450684
	Iteration 66Q: 3 clusters Score -2641767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2641767.250000 Penalty: 4901.450684
	Iteration 67Q: 3 clusters Score -2641767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2641770.250000 Penalty: 4901.450684
	Iteration 68Q: 3 clusters Score -2641770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2641768.750000 Penalty: 4901.450684
	Iteration 69Q: 3 clusters Score -2641769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2641770.500000 Penalty: 4901.450684
	Iteration 70Q: 3 clusters Score -2641770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2641770.250000 Penalty: 4901.450684
	Iteration 71Q: 3 clusters Score -2641770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2641770.500000 Penalty: 4901.450684
	Iteration 72Q: 3 clusters Score -2641770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2641773.750000 Penalty: 4901.450684
	Iteration 73Q: 3 clusters Score -2641774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2641772.500000 Penalty: 4901.450684
	Iteration 74Q: 3 clusters Score -2641772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2641773.500000 Penalty: 4901.450684
	Iteration 75Q: 3 clusters Score -2641774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2641773.500000 Penalty: 4901.450684
	Iteration 76F: 3 clusters Score -2641774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (94708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Entering Unmasked Estep 
Score: -12623061.000000 Penalty: 2841.721191
	Iteration 0F: 2 clusters Score -1.262306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -12559800.000000 Penalty: 5683.442383
	Iteration 0F: 3 clusters Score -1.25598e+07 nChanged 44766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -12585283.000000 Penalty: 5683.442383
	Iteration 1F: 3 clusters Score -1.258528e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -12585977.000000 Penalty: 5683.442383
	Iteration 2Q: 3 clusters Score -1.258598e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -12586731.000000 Penalty: 5683.442383
	Iteration 3Q: 3 clusters Score -1.258673e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -12587883.000000 Penalty: 5683.442383
	Iteration 4Q: 3 clusters Score -1.258788e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -12589695.000000 Penalty: 5683.442383
	Iteration 5Q: 3 clusters Score -1.25897e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -12592741.000000 Penalty: 5683.442383
	Iteration 6F: 3 clusters Score -1.259274e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -12597743.000000 Penalty: 5683.442383
	Iteration 7F: 3 clusters Score -1.259774e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -12603975.000000 Penalty: 5683.442383
	Iteration 8F: 3 clusters Score -1.260398e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -12609658.000000 Penalty: 5683.442383
	Iteration 9F: 3 clusters Score -1.260966e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -12613694.000000 Penalty: 5683.442383
	Iteration 10F: 3 clusters Score -1.261369e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -12616269.000000 Penalty: 5683.442383
	Iteration 11Q: 3 clusters Score -1.261627e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -12617850.000000 Penalty: 5683.442383
	Iteration 12Q: 3 clusters Score -1.261785e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -12618707.000000 Penalty: 5683.442383
	Iteration 13Q: 3 clusters Score -1.261871e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -12619322.000000 Penalty: 5683.442383
	Iteration 14Q: 3 clusters Score -1.261932e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -12619703.000000 Penalty: 5683.442383
	Iteration 15Q: 3 clusters Score -1.26197e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -12619906.000000 Penalty: 5683.442383
	Iteration 16Q: 3 clusters Score -1.261991e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -12620096.000000 Penalty: 5683.442383
	Iteration 17Q: 3 clusters Score -1.26201e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -12620243.000000 Penalty: 5683.442383
	Iteration 18Q: 3 clusters Score -1.262024e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -12620342.000000 Penalty: 5683.442383
	Iteration 19Q: 3 clusters Score -1.262034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -12620410.000000 Penalty: 5683.442383
	Iteration 20F: 3 clusters Score -1.262041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -12620477.000000 Penalty: 5683.442383
	Iteration 21Q: 3 clusters Score -1.262048e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -12620520.000000 Penalty: 5683.442383
	Iteration 22Q: 3 clusters Score -1.262052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -12620565.000000 Penalty: 5683.442383
	Iteration 23Q: 3 clusters Score -1.262056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -12620567.000000 Penalty: 5683.442383
	Iteration 24Q: 3 clusters Score -1.262057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -12620592.000000 Penalty: 5683.442383
	Iteration 25Q: 3 clusters Score -1.262059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -12620603.000000 Penalty: 5683.442383
	Iteration 26Q: 3 clusters Score -1.26206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12620619.000000 Penalty: 5683.442383
	Iteration 27Q: 3 clusters Score -1.262062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12620625.000000 Penalty: 5683.442383
	Iteration 28Q: 3 clusters Score -1.262062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12620631.000000 Penalty: 5683.442383
	Iteration 29Q: 3 clusters Score -1.262063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -12620649.000000 Penalty: 5683.442383
	Iteration 30Q: 3 clusters Score -1.262065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -12620657.000000 Penalty: 5683.442383
	Iteration 31Q: 3 clusters Score -1.262066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -12620668.000000 Penalty: 5683.442383
	Iteration 32Q: 3 clusters Score -1.262067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -12620691.000000 Penalty: 5683.442383
	Iteration 33Q: 3 clusters Score -1.262069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -12620692.000000 Penalty: 5683.442383
	Iteration 34Q: 3 clusters Score -1.262069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -12620702.000000 Penalty: 5683.442383
	Iteration 35Q: 3 clusters Score -1.26207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -12620718.000000 Penalty: 5683.442383
	Iteration 36Q: 3 clusters Score -1.262072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -12620705.000000 Penalty: 5683.442383
	Iteration 37Q: 3 clusters Score -1.26207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -12620720.000000 Penalty: 5683.442383
	Iteration 38Q: 3 clusters Score -1.262072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -12620718.000000 Penalty: 5683.442383
	Iteration 39Q: 3 clusters Score -1.262072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -12620726.000000 Penalty: 5683.442383
	Iteration 40F: 3 clusters Score -1.262073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -12620730.000000 Penalty: 5683.442383
	Iteration 41Q: 3 clusters Score -1.262073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -12620742.000000 Penalty: 5683.442383
	Iteration 42Q: 3 clusters Score -1.262074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -12620724.000000 Penalty: 5683.442383
	Iteration 43Q: 3 clusters Score -1.262072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -12620730.000000 Penalty: 5683.442383
	Iteration 44Q: 3 clusters Score -1.262073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -12620735.000000 Penalty: 5683.442383
	Iteration 45Q: 3 clusters Score -1.262074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -12620723.000000 Penalty: 5683.442383
	Iteration 46Q: 3 clusters Score -1.262072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -12620739.000000 Penalty: 5683.442383
	Iteration 47Q: 3 clusters Score -1.262074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -12620747.000000 Penalty: 5683.442383
	Iteration 48Q: 3 clusters Score -1.262075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -12620750.000000 Penalty: 5683.442383
	Iteration 49Q: 3 clusters Score -1.262075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -12620756.000000 Penalty: 5683.442383
	Iteration 50Q: 3 clusters Score -1.262076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12620757.000000 Penalty: 5683.442383
	Iteration 51Q: 3 clusters Score -1.262076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12620758.000000 Penalty: 5683.442383
	Iteration 52Q: 3 clusters Score -1.262076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12620762.000000 Penalty: 5683.442383
	Iteration 53Q: 3 clusters Score -1.262076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -12620755.000000 Penalty: 5683.442383
	Iteration 54Q: 3 clusters Score -1.262076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -12620763.000000 Penalty: 5683.442383
	Iteration 55Q: 3 clusters Score -1.262076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -12620762.000000 Penalty: 5683.442383
	Iteration 56Q: 3 clusters Score -1.262076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12620768.000000 Penalty: 5683.442383
	Iteration 57Q: 3 clusters Score -1.262077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12620768.000000 Penalty: 5683.442383
	Iteration 58F: 3 clusters Score -1.262077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (150206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Entering Unmasked Estep 
Score: -20166612.000000 Penalty: 2956.101074
	Iteration 0F: 2 clusters Score -2.016661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -20070024.000000 Penalty: 5912.202148
	Iteration 0F: 3 clusters Score -2.007002e+07 nChanged 71814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -20111810.000000 Penalty: 5912.202148
	Iteration 1F: 3 clusters Score -2.011181e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -20112502.000000 Penalty: 5912.202148
	Iteration 2Q: 3 clusters Score -2.01125e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -20113380.000000 Penalty: 5912.202148
	Iteration 3Q: 3 clusters Score -2.011338e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -20114612.000000 Penalty: 5912.202148
	Iteration 4Q: 3 clusters Score -2.011461e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -20116540.000000 Penalty: 5912.202148
	Iteration 5Q: 3 clusters Score -2.011654e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -20119996.000000 Penalty: 5912.202148
	Iteration 6Q: 3 clusters Score -2.012e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -20125966.000000 Penalty: 5912.202148
	Iteration 7F: 3 clusters Score -2.012597e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -20135038.000000 Penalty: 5912.202148
	Iteration 8F: 3 clusters Score -2.013504e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -20145696.000000 Penalty: 5912.202148
	Iteration 9F: 3 clusters Score -2.01457e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -20154208.000000 Penalty: 5912.202148
	Iteration 10F: 3 clusters Score -2.015421e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -20159444.000000 Penalty: 5912.202148
	Iteration 11Q: 3 clusters Score -2.015944e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -20161900.000000 Penalty: 5912.202148
	Iteration 12Q: 3 clusters Score -2.01619e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20163042.000000 Penalty: 5912.202148
	Iteration 13Q: 3 clusters Score -2.016304e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149169 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20163502.000000 Penalty: 5912.202148
	Iteration 14Q: 3 clusters Score -2.01635e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20163714.000000 Penalty: 5912.202148
	Iteration 15Q: 3 clusters Score -2.016371e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20163760.000000 Penalty: 5912.202148
	Iteration 16Q: 3 clusters Score -2.016376e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -20163836.000000 Penalty: 5912.202148
	Iteration 17Q: 3 clusters Score -2.016384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20163890.000000 Penalty: 5912.202148
	Iteration 18Q: 3 clusters Score -2.016389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20163938.000000 Penalty: 5912.202148
	Iteration 19Q: 3 clusters Score -2.016394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20163970.000000 Penalty: 5912.202148
	Iteration 20F: 3 clusters Score -2.016397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20163994.000000 Penalty: 5912.202148
	Iteration 21Q: 3 clusters Score -2.016399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20164006.000000 Penalty: 5912.202148
	Iteration 22Q: 3 clusters Score -2.016401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20164008.000000 Penalty: 5912.202148
	Iteration 23Q: 3 clusters Score -2.016401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20164022.000000 Penalty: 5912.202148
	Iteration 24Q: 3 clusters Score -2.016402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149706 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20164026.000000 Penalty: 5912.202148
	Iteration 25Q: 3 clusters Score -2.016403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20164044.000000 Penalty: 5912.202148
	Iteration 26Q: 3 clusters Score -2.016404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20164048.000000 Penalty: 5912.202148
	Iteration 27Q: 3 clusters Score -2.016405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20164078.000000 Penalty: 5912.202148
	Iteration 28Q: 3 clusters Score -2.016408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20164074.000000 Penalty: 5912.202148
	Iteration 29Q: 3 clusters Score -2.016407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20164092.000000 Penalty: 5912.202148
	Iteration 30Q: 3 clusters Score -2.016409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20164092.000000 Penalty: 5912.202148
	Iteration 31Q: 3 clusters Score -2.016409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149721 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20164094.000000 Penalty: 5912.202148
	Iteration 32Q: 3 clusters Score -2.016409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20164090.000000 Penalty: 5912.202148
	Iteration 33Q: 3 clusters Score -2.016409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20164090.000000 Penalty: 5912.202148
	Iteration 34F: 3 clusters Score -2.016409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -566555.000000 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -566555 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 2237 members 
Entering Unmasked Estep 
Score: -562325.000000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -562325 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -563356.750000 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -563356.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -563584.375000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -563584.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -563722.937500 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -563722.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -563813.187500 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -563813.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -563884.375000 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -563884.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -563949.187500 Penalty: 4170.944824
	Iteration 6Q: 3 clusters Score -563949.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -564000.250000 Penalty: 4170.944824
	Iteration 7Q: 3 clusters Score -564000.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -564043.437500 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -564043.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -564084.312500 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -564084.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -564120.937500 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -564120.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -564150.750000 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -564150.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -564181.125000 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -564181.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -564213.375000 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -564213.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -564256.875000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -564256.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -564298.812500 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -564298.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -564338.250000 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -564338.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -564375.687500 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -564375.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -564419.937500 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -564419.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -564464.375000 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -564464.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -564509.437500 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -564509.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -564563.375000 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -564563.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -564613.250000 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -564613.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -564650.312500 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -564650.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -564677.812500 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -564677.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -564700.875000 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -564700.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -564715.750000 Penalty: 4170.944824
	Iteration 26Q: 3 clusters Score -564715.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -564726.562500 Penalty: 4170.944824
	Iteration 27Q: 3 clusters Score -564726.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -564735.625000 Penalty: 4170.944824
	Iteration 28Q: 3 clusters Score -564735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -564746.250000 Penalty: 4170.944824
	Iteration 29Q: 3 clusters Score -564746.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -564755.375000 Penalty: 4170.944824
	Iteration 30Q: 3 clusters Score -564755.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -564763.937500 Penalty: 4170.944824
	Iteration 31Q: 3 clusters Score -564763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -564775.687500 Penalty: 4170.944824
	Iteration 32Q: 3 clusters Score -564775.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -564789.500000 Penalty: 4170.944824
	Iteration 33Q: 3 clusters Score -564789.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -564798.750000 Penalty: 4170.944824
	Iteration 34Q: 3 clusters Score -564798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -564805.500000 Penalty: 4170.944824
	Iteration 35Q: 3 clusters Score -564805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -564811.687500 Penalty: 4170.944824
	Iteration 36Q: 3 clusters Score -564811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -564816.500000 Penalty: 4170.944824
	Iteration 37Q: 3 clusters Score -564816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -564818.000000 Penalty: 4170.944824
	Iteration 38Q: 3 clusters Score -564818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -564820.625000 Penalty: 4170.944824
	Iteration 39Q: 3 clusters Score -564820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -564823.750000 Penalty: 4170.944824
	Iteration 40F: 3 clusters Score -564823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -564828.437500 Penalty: 4170.944824
	Iteration 41Q: 3 clusters Score -564828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -564831.312500 Penalty: 4170.944824
	Iteration 42Q: 3 clusters Score -564831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -564835.750000 Penalty: 4170.944824
	Iteration 43Q: 3 clusters Score -564835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -564838.437500 Penalty: 4170.944824
	Iteration 44Q: 3 clusters Score -564838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -564842.125000 Penalty: 4170.944824
	Iteration 45Q: 3 clusters Score -564842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -564844.250000 Penalty: 4170.944824
	Iteration 46Q: 3 clusters Score -564844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -564846.250000 Penalty: 4170.944824
	Iteration 47Q: 3 clusters Score -564846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -564847.625000 Penalty: 4170.944824
	Iteration 48Q: 3 clusters Score -564847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -564847.562500 Penalty: 4170.944824
	Iteration 49Q: 3 clusters Score -564847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -564847.625000 Penalty: 4170.944824
	Iteration 50Q: 3 clusters Score -564847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -564848.000000 Penalty: 4170.944824
	Iteration 51Q: 3 clusters Score -564848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -564850.812500 Penalty: 4170.944824
	Iteration 52Q: 3 clusters Score -564850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -564854.187500 Penalty: 4170.944824
	Iteration 53Q: 3 clusters Score -564854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -564855.625000 Penalty: 4170.944824
	Iteration 54Q: 3 clusters Score -564855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -564855.937500 Penalty: 4170.944824
	Iteration 55Q: 3 clusters Score -564855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -564855.937500 Penalty: 4170.944824
	Iteration 56Q: 3 clusters Score -564855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -564856.062500 Penalty: 4170.944824
	Iteration 57Q: 3 clusters Score -564856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -564856.062500 Penalty: 4170.944824
	Iteration 58F: 3 clusters Score -564856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -252734.687500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -252734.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250108.218750 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -250108.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250620.562500 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -250620.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250769.187500 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -250769.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250871.265625 Penalty: 3763.305908
	Iteration 3F: 3 clusters Score -250871.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250954.593750 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -250954.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -251014.468750 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -251014.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251070.140625 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -251070.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251119.468750 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -251119.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -251158.296875 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -251158.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -251202.421875 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -251202.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -251235.750000 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -251235.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -251255.218750 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -251255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -251264.593750 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -251264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -251272.890625 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -251272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -251280.046875 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -251280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -251283.953125 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -251284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -251286.781250 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -251286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -251287.203125 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -251287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -251288.578125 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -251288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251292.468750 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -251292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -251296.828125 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -251296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -251298.062500 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -251298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -251299.437500 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -251299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -251300.046875 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -251300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -251301.125000 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -251301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -251302.328125 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -251302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251302.515625 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -251302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251302.515625 Penalty: 3763.305908
	Iteration 27F: 3 clusters Score -251302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -437872.937500 Penalty: 2021.745117
	Iteration 0F: 2 clusters Score -437872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -434282.781250 Penalty: 4043.490234
	Iteration 0F: 3 clusters Score -434282.8 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -435040.250000 Penalty: 4043.490234
	Iteration 1F: 3 clusters Score -435040.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -435258.406250 Penalty: 4043.490234
	Iteration 2F: 3 clusters Score -435258.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -435396.375000 Penalty: 4043.490234
	Iteration 3F: 3 clusters Score -435396.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -435499.062500 Penalty: 4043.490234
	Iteration 4Q: 3 clusters Score -435499.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435582.781250 Penalty: 4043.490234
	Iteration 5Q: 3 clusters Score -435582.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435651.968750 Penalty: 4043.490234
	Iteration 6Q: 3 clusters Score -435652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -435702.750000 Penalty: 4043.490234
	Iteration 7Q: 3 clusters Score -435702.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -435760.281250 Penalty: 4043.490234
	Iteration 8Q: 3 clusters Score -435760.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -435809.000000 Penalty: 4043.490234
	Iteration 9Q: 3 clusters Score -435809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -435853.375000 Penalty: 4043.490234
	Iteration 10Q: 3 clusters Score -435853.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -435913.031250 Penalty: 4043.490234
	Iteration 11Q: 3 clusters Score -435913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -435981.875000 Penalty: 4043.490234
	Iteration 12Q: 3 clusters Score -435981.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -436038.781250 Penalty: 4043.490234
	Iteration 13Q: 3 clusters Score -436038.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -436080.468750 Penalty: 4043.490234
	Iteration 14Q: 3 clusters Score -436080.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -436109.312500 Penalty: 4043.490234
	Iteration 15Q: 3 clusters Score -436109.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -436132.250000 Penalty: 4043.490234
	Iteration 16Q: 3 clusters Score -436132.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -436154.281250 Penalty: 4043.490234
	Iteration 17Q: 3 clusters Score -436154.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -436172.250000 Penalty: 4043.490234
	Iteration 18Q: 3 clusters Score -436172.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -436184.406250 Penalty: 4043.490234
	Iteration 19Q: 3 clusters Score -436184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -436189.250000 Penalty: 4043.490234
	Iteration 20F: 3 clusters Score -436189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -436193.500000 Penalty: 4043.490234
	Iteration 21Q: 3 clusters Score -436193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -436198.843750 Penalty: 4043.490234
	Iteration 22Q: 3 clusters Score -436198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -436204.718750 Penalty: 4043.490234
	Iteration 23Q: 3 clusters Score -436204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -436208.625000 Penalty: 4043.490234
	Iteration 24Q: 3 clusters Score -436208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -436209.500000 Penalty: 4043.490234
	Iteration 25Q: 3 clusters Score -436209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -436211.531250 Penalty: 4043.490234
	Iteration 26Q: 3 clusters Score -436211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -436210.625000 Penalty: 4043.490234
	Iteration 27Q: 3 clusters Score -436210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -436210.625000 Penalty: 4043.490234
	Iteration 28F: 3 clusters Score -436210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Entering Unmasked Estep 
Score: -9496638.000000 Penalty: 2772.094971
	Iteration 0F: 2 clusters Score -9496638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -9448851.000000 Penalty: 5544.189941
	Iteration 0F: 3 clusters Score -9448851 nChanged 33312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -9467759.000000 Penalty: 5544.189941
	Iteration 1F: 3 clusters Score -9467759 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9468373.000000 Penalty: 5544.189941
	Iteration 2Q: 3 clusters Score -9468373 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -9469075.000000 Penalty: 5544.189941
	Iteration 3Q: 3 clusters Score -9469075 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -9470097.000000 Penalty: 5544.189941
	Iteration 4Q: 3 clusters Score -9470097 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -9471292.000000 Penalty: 5544.189941
	Iteration 5Q: 3 clusters Score -9471292 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -9472910.000000 Penalty: 5544.189941
	Iteration 6Q: 3 clusters Score -9472910 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -9474833.000000 Penalty: 5544.189941
	Iteration 7F: 3 clusters Score -9474833 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -9477173.000000 Penalty: 5544.189941
	Iteration 8F: 3 clusters Score -9477173 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -9479779.000000 Penalty: 5544.189941
	Iteration 9F: 3 clusters Score -9479779 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -9482392.000000 Penalty: 5544.189941
	Iteration 10F: 3 clusters Score -9482392 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -9485022.000000 Penalty: 5544.189941
	Iteration 11Q: 3 clusters Score -9485022 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -9487232.000000 Penalty: 5544.189941
	Iteration 12Q: 3 clusters Score -9487232 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -9488789.000000 Penalty: 5544.189941
	Iteration 13Q: 3 clusters Score -9488789 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -9489820.000000 Penalty: 5544.189941
	Iteration 14Q: 3 clusters Score -9489820 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -9490509.000000 Penalty: 5544.189941
	Iteration 15Q: 3 clusters Score -9490509 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -9491032.000000 Penalty: 5544.189941
	Iteration 16Q: 3 clusters Score -9491032 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -9491449.000000 Penalty: 5544.189941
	Iteration 17Q: 3 clusters Score -9491449 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -9491739.000000 Penalty: 5544.189941
	Iteration 18Q: 3 clusters Score -9491739 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -9492023.000000 Penalty: 5544.189941
	Iteration 19Q: 3 clusters Score -9492023 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -9492312.000000 Penalty: 5544.189941
	Iteration 20F: 3 clusters Score -9492312 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -9492574.000000 Penalty: 5544.189941
	Iteration 21Q: 3 clusters Score -9492574 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -9492783.000000 Penalty: 5544.189941
	Iteration 22Q: 3 clusters Score -9492783 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -9492973.000000 Penalty: 5544.189941
	Iteration 23Q: 3 clusters Score -9492973 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -9493188.000000 Penalty: 5544.189941
	Iteration 24Q: 3 clusters Score -9493188 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -9493401.000000 Penalty: 5544.189941
	Iteration 25Q: 3 clusters Score -9493401 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -9493616.000000 Penalty: 5544.189941
	Iteration 26Q: 3 clusters Score -9493616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -9493795.000000 Penalty: 5544.189941
	Iteration 27Q: 3 clusters Score -9493795 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -9493893.000000 Penalty: 5544.189941
	Iteration 28Q: 3 clusters Score -9493893 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -9493990.000000 Penalty: 5544.189941
	Iteration 29Q: 3 clusters Score -9493990 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -9494072.000000 Penalty: 5544.189941
	Iteration 30Q: 3 clusters Score -9494072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9494145.000000 Penalty: 5544.189941
	Iteration 31Q: 3 clusters Score -9494145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -9494204.000000 Penalty: 5544.189941
	Iteration 32Q: 3 clusters Score -9494204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -9494235.000000 Penalty: 5544.189941
	Iteration 33Q: 3 clusters Score -9494235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -9494265.000000 Penalty: 5544.189941
	Iteration 34Q: 3 clusters Score -9494265 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9494316.000000 Penalty: 5544.189941
	Iteration 35Q: 3 clusters Score -9494316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -9494332.000000 Penalty: 5544.189941
	Iteration 36Q: 3 clusters Score -9494332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -9494347.000000 Penalty: 5544.189941
	Iteration 37Q: 3 clusters Score -9494347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -9494360.000000 Penalty: 5544.189941
	Iteration 38Q: 3 clusters Score -9494360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -9494386.000000 Penalty: 5544.189941
	Iteration 39Q: 3 clusters Score -9494386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -9494387.000000 Penalty: 5544.189941
	Iteration 40F: 3 clusters Score -9494387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -9494403.000000 Penalty: 5544.189941
	Iteration 41Q: 3 clusters Score -9494403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -9494416.000000 Penalty: 5544.189941
	Iteration 42Q: 3 clusters Score -9494416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -9494422.000000 Penalty: 5544.189941
	Iteration 43Q: 3 clusters Score -9494422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -9494429.000000 Penalty: 5544.189941
	Iteration 44Q: 3 clusters Score -9494429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -9494446.000000 Penalty: 5544.189941
	Iteration 45Q: 3 clusters Score -9494446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -9494438.000000 Penalty: 5544.189941
	Iteration 46Q: 3 clusters Score -9494438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -9494441.000000 Penalty: 5544.189941
	Iteration 47Q: 3 clusters Score -9494441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -9494444.000000 Penalty: 5544.189941
	Iteration 48Q: 3 clusters Score -9494444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -9494455.000000 Penalty: 5544.189941
	Iteration 49Q: 3 clusters Score -9494455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -9494464.000000 Penalty: 5544.189941
	Iteration 50Q: 3 clusters Score -9494464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -9494467.000000 Penalty: 5544.189941
	Iteration 51Q: 3 clusters Score -9494467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -9494471.000000 Penalty: 5544.189941
	Iteration 52Q: 3 clusters Score -9494471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -9494470.000000 Penalty: 5544.189941
	Iteration 53Q: 3 clusters Score -9494470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9494479.000000 Penalty: 5544.189941
	Iteration 54Q: 3 clusters Score -9494479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9494496.000000 Penalty: 5544.189941
	Iteration 55Q: 3 clusters Score -9494496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9494502.000000 Penalty: 5544.189941
	Iteration 56Q: 3 clusters Score -9494502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -9494499.000000 Penalty: 5544.189941
	Iteration 57Q: 3 clusters Score -9494499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -9494501.000000 Penalty: 5544.189941
	Iteration 58Q: 3 clusters Score -9494501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -9494495.000000 Penalty: 5544.189941
	Iteration 59Q: 3 clusters Score -9494495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9494501.000000 Penalty: 5544.189941
	Iteration 60F: 3 clusters Score -9494501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9494500.000000 Penalty: 5544.189941
	Iteration 61Q: 3 clusters Score -9494500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9494501.000000 Penalty: 5544.189941
	Iteration 62Q: 3 clusters Score -9494501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9494501.000000 Penalty: 5544.189941
	Iteration 63F: 3 clusters Score -9494501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -179643.796875 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -179643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177403.234375 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -177403.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177861.140625 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -177861.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178017.421875 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -178017.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -178117.609375 Penalty: 3634.905029
	Iteration 3Q: 3 clusters Score -178117.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -178195.953125 Penalty: 3634.905029
	Iteration 4Q: 3 clusters Score -178196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178255.015625 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -178255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178294.296875 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -178294.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178341.703125 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -178341.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -178408.406250 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -178408.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178483.125000 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -178483.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -178545.265625 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -178545.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -178596.203125 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -178596.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178628.765625 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -178628.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178649.531250 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -178649.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178718.937500 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -178718.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178791.890625 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -178791.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178855.906250 Penalty: 3634.905029
	Iteration 16Q: 3 clusters Score -178855.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -178925.437500 Penalty: 3634.905029
	Iteration 17Q: 3 clusters Score -178925.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178979.812500 Penalty: 3634.905029
	Iteration 18Q: 3 clusters Score -178979.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -179030.562500 Penalty: 3634.905029
	Iteration 19Q: 3 clusters Score -179030.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -179071.375000 Penalty: 3634.905029
	Iteration 20F: 3 clusters Score -179071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -179129.828125 Penalty: 3634.905029
	Iteration 21Q: 3 clusters Score -179129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -179147.765625 Penalty: 3634.905029
	Iteration 22Q: 3 clusters Score -179147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -179154.921875 Penalty: 3634.905029
	Iteration 23Q: 3 clusters Score -179154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -179162.734375 Penalty: 3634.905029
	Iteration 24Q: 3 clusters Score -179162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179172.265625 Penalty: 3634.905029
	Iteration 25Q: 3 clusters Score -179172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179174.390625 Penalty: 3634.905029
	Iteration 26Q: 3 clusters Score -179174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -179177.484375 Penalty: 3634.905029
	Iteration 27Q: 3 clusters Score -179177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -179180.000000 Penalty: 3634.905029
	Iteration 28Q: 3 clusters Score -179180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179185.296875 Penalty: 3634.905029
	Iteration 29Q: 3 clusters Score -179185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179192.218750 Penalty: 3634.905029
	Iteration 30Q: 3 clusters Score -179192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -179194.281250 Penalty: 3634.905029
	Iteration 31Q: 3 clusters Score -179194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179195.015625 Penalty: 3634.905029
	Iteration 32Q: 3 clusters Score -179195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -179196.703125 Penalty: 3634.905029
	Iteration 33Q: 3 clusters Score -179196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179197.031250 Penalty: 3634.905029
	Iteration 34Q: 3 clusters Score -179197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179197.031250 Penalty: 3634.905029
	Iteration 35F: 3 clusters Score -179197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -781229.312500 Penalty: 2163.159424
	Iteration 0F: 2 clusters Score -781229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -776007.437500 Penalty: 4326.318848
	Iteration 0F: 3 clusters Score -776007.4 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -777404.500000 Penalty: 4326.318848
	Iteration 1F: 3 clusters Score -777404.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -777667.812500 Penalty: 4326.318848
	Iteration 2F: 3 clusters Score -777667.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -777859.687500 Penalty: 4326.318848
	Iteration 3F: 3 clusters Score -777859.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -777998.812500 Penalty: 4326.318848
	Iteration 4Q: 3 clusters Score -777998.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -778117.750000 Penalty: 4326.318848
	Iteration 5Q: 3 clusters Score -778117.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -778223.000000 Penalty: 4326.318848
	Iteration 6Q: 3 clusters Score -778223 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -778329.750000 Penalty: 4326.318848
	Iteration 7Q: 3 clusters Score -778329.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -778428.375000 Penalty: 4326.318848
	Iteration 8Q: 3 clusters Score -778428.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -778515.500000 Penalty: 4326.318848
	Iteration 9Q: 3 clusters Score -778515.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -778595.875000 Penalty: 4326.318848
	Iteration 10Q: 3 clusters Score -778595.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -778662.937500 Penalty: 4326.318848
	Iteration 11Q: 3 clusters Score -778662.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -778726.375000 Penalty: 4326.318848
	Iteration 12Q: 3 clusters Score -778726.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -778790.937500 Penalty: 4326.318848
	Iteration 13Q: 3 clusters Score -778790.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -778863.062500 Penalty: 4326.318848
	Iteration 14Q: 3 clusters Score -778863.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -778925.812500 Penalty: 4326.318848
	Iteration 15Q: 3 clusters Score -778925.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -778981.562500 Penalty: 4326.318848
	Iteration 16Q: 3 clusters Score -778981.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -779039.812500 Penalty: 4326.318848
	Iteration 17Q: 3 clusters Score -779039.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -779097.750000 Penalty: 4326.318848
	Iteration 18Q: 3 clusters Score -779097.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -779164.687500 Penalty: 4326.318848
	Iteration 19Q: 3 clusters Score -779164.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -779221.750000 Penalty: 4326.318848
	Iteration 20F: 3 clusters Score -779221.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -779271.875000 Penalty: 4326.318848
	Iteration 21Q: 3 clusters Score -779271.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -779310.625000 Penalty: 4326.318848
	Iteration 22Q: 3 clusters Score -779310.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -779343.187500 Penalty: 4326.318848
	Iteration 23Q: 3 clusters Score -779343.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -779368.312500 Penalty: 4326.318848
	Iteration 24Q: 3 clusters Score -779368.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -779390.562500 Penalty: 4326.318848
	Iteration 25Q: 3 clusters Score -779390.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -779401.250000 Penalty: 4326.318848
	Iteration 26Q: 3 clusters Score -779401.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -779406.812500 Penalty: 4326.318848
	Iteration 27Q: 3 clusters Score -779406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -779412.812500 Penalty: 4326.318848
	Iteration 28Q: 3 clusters Score -779412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -779417.375000 Penalty: 4326.318848
	Iteration 29Q: 3 clusters Score -779417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -779420.750000 Penalty: 4326.318848
	Iteration 30Q: 3 clusters Score -779420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -779421.812500 Penalty: 4326.318848
	Iteration 31Q: 3 clusters Score -779421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -779426.937500 Penalty: 4326.318848
	Iteration 32Q: 3 clusters Score -779426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -779426.750000 Penalty: 4326.318848
	Iteration 33Q: 3 clusters Score -779426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -779427.312500 Penalty: 4326.318848
	Iteration 34Q: 3 clusters Score -779427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -779432.187500 Penalty: 4326.318848
	Iteration 35Q: 3 clusters Score -779432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -779434.937500 Penalty: 4326.318848
	Iteration 36Q: 3 clusters Score -779434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -779439.500000 Penalty: 4326.318848
	Iteration 37Q: 3 clusters Score -779439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -779442.375000 Penalty: 4326.318848
	Iteration 38Q: 3 clusters Score -779442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -779445.687500 Penalty: 4326.318848
	Iteration 39Q: 3 clusters Score -779445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -779449.937500 Penalty: 4326.318848
	Iteration 40F: 3 clusters Score -779449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -779452.562500 Penalty: 4326.318848
	Iteration 41Q: 3 clusters Score -779452.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -779457.812500 Penalty: 4326.318848
	Iteration 42Q: 3 clusters Score -779457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -779463.875000 Penalty: 4326.318848
	Iteration 43Q: 3 clusters Score -779463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -779469.937500 Penalty: 4326.318848
	Iteration 44Q: 3 clusters Score -779469.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -779479.062500 Penalty: 4326.318848
	Iteration 45Q: 3 clusters Score -779479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -779487.312500 Penalty: 4326.318848
	Iteration 46Q: 3 clusters Score -779487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -779492.812500 Penalty: 4326.318848
	Iteration 47Q: 3 clusters Score -779492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -779495.187500 Penalty: 4326.318848
	Iteration 48Q: 3 clusters Score -779495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -779504.500000 Penalty: 4326.318848
	Iteration 49Q: 3 clusters Score -779504.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -779509.187500 Penalty: 4326.318848
	Iteration 50Q: 3 clusters Score -779509.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -779515.000000 Penalty: 4326.318848
	Iteration 51Q: 3 clusters Score -779515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -779518.250000 Penalty: 4326.318848
	Iteration 52Q: 3 clusters Score -779518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -779519.937500 Penalty: 4326.318848
	Iteration 53Q: 3 clusters Score -779519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -779520.437500 Penalty: 4326.318848
	Iteration 54Q: 3 clusters Score -779520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -779523.062500 Penalty: 4326.318848
	Iteration 55Q: 3 clusters Score -779523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -779524.312500 Penalty: 4326.318848
	Iteration 56Q: 3 clusters Score -779524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -779528.437500 Penalty: 4326.318848
	Iteration 57Q: 3 clusters Score -779528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -779533.500000 Penalty: 4326.318848
	Iteration 58Q: 3 clusters Score -779533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -779537.250000 Penalty: 4326.318848
	Iteration 59Q: 3 clusters Score -779537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -779539.562500 Penalty: 4326.318848
	Iteration 60F: 3 clusters Score -779539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -779541.187500 Penalty: 4326.318848
	Iteration 61Q: 3 clusters Score -779541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -779541.062500 Penalty: 4326.318848
	Iteration 62Q: 3 clusters Score -779541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -779542.937500 Penalty: 4326.318848
	Iteration 63Q: 3 clusters Score -779542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -779542.125000 Penalty: 4326.318848
	Iteration 64Q: 3 clusters Score -779542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -779542.562500 Penalty: 4326.318848
	Iteration 65Q: 3 clusters Score -779542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -779543.250000 Penalty: 4326.318848
	Iteration 66Q: 3 clusters Score -779543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -779545.187500 Penalty: 4326.318848
	Iteration 67Q: 3 clusters Score -779545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -779545.187500 Penalty: 4326.318848
	Iteration 68F: 3 clusters Score -779545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -994039.187500 Penalty: 2213.842285
	Iteration 0F: 2 clusters Score -994039.2 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 3745 members 
Entering Unmasked Estep 
Score: -987988.000000 Penalty: 4427.684570
	Iteration 0F: 3 clusters Score -987988 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -989558.937500 Penalty: 4427.684570
	Iteration 1F: 3 clusters Score -989558.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -989791.250000 Penalty: 4427.684570
	Iteration 2F: 3 clusters Score -989791.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -989939.750000 Penalty: 4427.684570
	Iteration 3Q: 3 clusters Score -989939.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -990059.750000 Penalty: 4427.684570
	Iteration 4Q: 3 clusters Score -990059.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -990176.125000 Penalty: 4427.684570
	Iteration 5Q: 3 clusters Score -990176.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -990299.125000 Penalty: 4427.684570
	Iteration 6Q: 3 clusters Score -990299.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -990478.500000 Penalty: 4427.684570
	Iteration 7Q: 3 clusters Score -990478.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -990717.437500 Penalty: 4427.684570
	Iteration 8Q: 3 clusters Score -990717.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -991001.000000 Penalty: 4427.684570
	Iteration 9F: 3 clusters Score -991001 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -991261.125000 Penalty: 4427.684570
	Iteration 10F: 3 clusters Score -991261.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -991494.125000 Penalty: 4427.684570
	Iteration 11Q: 3 clusters Score -991494.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -991667.312500 Penalty: 4427.684570
	Iteration 12Q: 3 clusters Score -991667.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -991776.750000 Penalty: 4427.684570
	Iteration 13Q: 3 clusters Score -991776.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -991858.375000 Penalty: 4427.684570
	Iteration 14Q: 3 clusters Score -991858.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -991922.187500 Penalty: 4427.684570
	Iteration 15Q: 3 clusters Score -991922.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -991963.875000 Penalty: 4427.684570
	Iteration 16Q: 3 clusters Score -991963.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -991995.000000 Penalty: 4427.684570
	Iteration 17Q: 3 clusters Score -991995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -992015.125000 Penalty: 4427.684570
	Iteration 18Q: 3 clusters Score -992015.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -992034.375000 Penalty: 4427.684570
	Iteration 19Q: 3 clusters Score -992034.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -992045.000000 Penalty: 4427.684570
	Iteration 20F: 3 clusters Score -992045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -992051.687500 Penalty: 4427.684570
	Iteration 21Q: 3 clusters Score -992051.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -992056.812500 Penalty: 4427.684570
	Iteration 22Q: 3 clusters Score -992056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -992063.625000 Penalty: 4427.684570
	Iteration 23Q: 3 clusters Score -992063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -992062.625000 Penalty: 4427.684570
	Iteration 24Q: 3 clusters Score -992062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -992063.125000 Penalty: 4427.684570
	Iteration 25Q: 3 clusters Score -992063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -992065.312500 Penalty: 4427.684570
	Iteration 26Q: 3 clusters Score -992065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -992064.937500 Penalty: 4427.684570
	Iteration 27Q: 3 clusters Score -992064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -992066.250000 Penalty: 4427.684570
	Iteration 28Q: 3 clusters Score -992066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -992067.812500 Penalty: 4427.684570
	Iteration 29Q: 3 clusters Score -992067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -992066.875000 Penalty: 4427.684570
	Iteration 30Q: 3 clusters Score -992066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -992065.500000 Penalty: 4427.684570
	Iteration 31Q: 3 clusters Score -992065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -992065.500000 Penalty: 4427.684570
	Iteration 32F: 3 clusters Score -992065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 65897 members 
Mstep: Class 6 contains 68857 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 22622 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15269 members 
Mstep: Class 14 contains 230587 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 16768 members 
Mstep: Class 17 contains 101066 members 
Mstep: Class 18 contains 127155 members 
Mstep: Class 19 contains 137659 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 116894 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 19574 members 
Mstep: Class 28 contains 94708 members 
Mstep: Class 29 contains 150206 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 34 contains 71525 members 
Mstep: Class 35 contains 1523 members 
Mstep: Class 36 contains 6139 members 
Mstep: Class 37 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101840.000000 Penalty: 126379.453125
Iteration 119Q: 37 clusters Score -1.811018e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3169 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 65892 members 
Mstep: Class 6 contains 70115 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10281 members 
Mstep: Class 11 contains 8953 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 230666 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 16781 members 
Mstep: Class 17 contains 101105 members 
Mstep: Class 18 contains 127147 members 
Mstep: Class 19 contains 137724 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 18639 members 
Mstep: Class 23 contains 116425 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 19611 members 
Mstep: Class 28 contains 94639 members 
Mstep: Class 29 contains 149201 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 34 contains 71515 members 
Mstep: Class 35 contains 1534 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102256.000000 Penalty: 126379.453125
Iteration 120F: 37 clusters Score -1.811023e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3169 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 65896 members 
Mstep: Class 6 contains 71441 members 
Mstep: Class 7 contains 20762 members 
Mstep: Class 8 contains 22633 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 230714 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 16805 members 
Mstep: Class 17 contains 101151 members 
Mstep: Class 18 contains 127147 members 
Mstep: Class 19 contains 137801 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 4515 members 
Mstep: Class 22 contains 18654 members 
Mstep: Class 23 contains 115928 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 19648 members 
Mstep: Class 28 contains 94565 members 
Mstep: Class 29 contains 148165 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 34 contains 71505 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102432.000000 Penalty: 126379.453125
Iteration 121Q: 37 clusters Score -1.811024e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12772 members 
Mstep: Class 5 contains 65897 members 
Mstep: Class 6 contains 72769 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 230760 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 16817 members 
Mstep: Class 17 contains 101192 members 
Mstep: Class 18 contains 127145 members 
Mstep: Class 19 contains 137870 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 18662 members 
Mstep: Class 23 contains 115434 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 19683 members 
Mstep: Class 28 contains 94488 members 
Mstep: Class 29 contains 147164 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 34 contains 71504 members 
Mstep: Class 35 contains 1555 members 
Mstep: Class 36 contains 6168 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101904.000000 Penalty: 126379.453125
Iteration 122Q: 37 clusters Score -1.811019e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12767 members 
Mstep: Class 5 contains 65894 members 
Mstep: Class 6 contains 74238 members 
Mstep: Class 7 contains 20762 members 
Mstep: Class 8 contains 22632 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 230739 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 16820 members 
Mstep: Class 17 contains 101228 members 
Mstep: Class 18 contains 127137 members 
Mstep: Class 19 contains 137916 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 4508 members 
Mstep: Class 22 contains 18682 members 
Mstep: Class 23 contains 114936 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 19701 members 
Mstep: Class 28 contains 94435 members 
Mstep: Class 29 contains 146123 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 34 contains 71502 members 
Mstep: Class 35 contains 1569 members 
Mstep: Class 36 contains 6181 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101936.000000 Penalty: 126379.453125
Iteration 123Q: 37 clusters Score -1.811019e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12761 members 
Mstep: Class 5 contains 65899 members 
Mstep: Class 6 contains 75805 members 
Mstep: Class 7 contains 20761 members 
Mstep: Class 8 contains 22616 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230714 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 101275 members 
Mstep: Class 18 contains 127129 members 
Mstep: Class 19 contains 138043 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 4504 members 
Mstep: Class 22 contains 18688 members 
Mstep: Class 23 contains 114416 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 19718 members 
Mstep: Class 28 contains 94379 members 
Mstep: Class 29 contains 144960 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 34 contains 71487 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 6193 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102304.000000 Penalty: 126379.453125
Iteration 124Q: 37 clusters Score -1.811023e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65895 members 
Mstep: Class 6 contains 77432 members 
Mstep: Class 7 contains 20760 members 
Mstep: Class 8 contains 22607 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 230673 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 16842 members 
Mstep: Class 17 contains 101322 members 
Mstep: Class 18 contains 127127 members 
Mstep: Class 19 contains 138147 members 
Mstep: Class 20 contains 580 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 18690 members 
Mstep: Class 23 contains 113865 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 19734 members 
Mstep: Class 28 contains 94333 members 
Mstep: Class 29 contains 143774 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 34 contains 71480 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 6210 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102704.000000 Penalty: 126379.453125
Iteration 125Q: 37 clusters Score -1.811027e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65896 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 20760 members 
Mstep: Class 8 contains 22592 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 8929 members 
Mstep: Class 12 contains 5012 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 230618 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 16859 members 
Mstep: Class 17 contains 101360 members 
Mstep: Class 18 contains 127126 members 
Mstep: Class 19 contains 138256 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 4497 members 
Mstep: Class 22 contains 18688 members 
Mstep: Class 23 contains 113309 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 19742 members 
Mstep: Class 28 contains 94279 members 
Mstep: Class 29 contains 142528 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 34 contains 71473 members 
Mstep: Class 35 contains 1620 members 
Mstep: Class 36 contains 6223 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103136.000000 Penalty: 126379.453125
Iteration 126Q: 37 clusters Score -1.811031e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 12757 members 
Mstep: Class 5 contains 65907 members 
Mstep: Class 6 contains 81009 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 22573 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 230572 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 16876 members 
Mstep: Class 17 contains 101419 members 
Mstep: Class 18 contains 127123 members 
Mstep: Class 19 contains 138356 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 18692 members 
Mstep: Class 23 contains 112704 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 19749 members 
Mstep: Class 28 contains 94209 members 
Mstep: Class 29 contains 141218 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 34 contains 71463 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103296.000000 Penalty: 126379.453125
Iteration 127Q: 37 clusters Score -1.811033e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 12759 members 
Mstep: Class 5 contains 65907 members 
Mstep: Class 6 contains 82962 members 
Mstep: Class 7 contains 20757 members 
Mstep: Class 8 contains 22554 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 5027 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 230510 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 16879 members 
Mstep: Class 17 contains 101499 members 
Mstep: Class 18 contains 127117 members 
Mstep: Class 19 contains 138460 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 4493 members 
Mstep: Class 22 contains 18700 members 
Mstep: Class 23 contains 112037 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 19744 members 
Mstep: Class 28 contains 94164 members 
Mstep: Class 29 contains 139849 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71456 members 
Mstep: Class 35 contains 1645 members 
Mstep: Class 36 contains 6249 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103984.000000 Penalty: 126379.453125
Iteration 128Q: 37 clusters Score -1.81104e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12759 members 
Mstep: Class 5 contains 65917 members 
Mstep: Class 6 contains 84983 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 22529 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5036 members 
Mstep: Class 13 contains 15244 members 
Mstep: Class 14 contains 230475 members 
Mstep: Class 15 contains 1751 members 
Mstep: Class 16 contains 16888 members 
Mstep: Class 17 contains 101593 members 
Mstep: Class 18 contains 127117 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 18703 members 
Mstep: Class 23 contains 111282 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 19745 members 
Mstep: Class 28 contains 94110 members 
Mstep: Class 29 contains 138459 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 1661 members 
Mstep: Class 36 contains 6259 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104224.000000 Penalty: 126379.453125
Iteration 129Q: 37 clusters Score -1.811042e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 3189 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12759 members 
Mstep: Class 5 contains 65917 members 
Mstep: Class 6 contains 87018 members 
Mstep: Class 7 contains 20751 members 
Mstep: Class 8 contains 22495 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5049 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 230423 members 
Mstep: Class 15 contains 1753 members 
Mstep: Class 16 contains 16886 members 
Mstep: Class 17 contains 101645 members 
Mstep: Class 18 contains 127112 members 
Mstep: Class 19 contains 138686 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 110566 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 19738 members 
Mstep: Class 28 contains 94070 members 
Mstep: Class 29 contains 137091 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 34 contains 71425 members 
Mstep: Class 35 contains 1676 members 
Mstep: Class 36 contains 6268 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105280.000000 Penalty: 126379.453125
Iteration 130Q: 37 clusters Score -1.811053e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 65906 members 
Mstep: Class 6 contains 89079 members 
Mstep: Class 7 contains 20749 members 
Mstep: Class 8 contains 22484 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 5062 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 230359 members 
Mstep: Class 15 contains 1756 members 
Mstep: Class 16 contains 16897 members 
Mstep: Class 17 contains 101677 members 
Mstep: Class 18 contains 127110 members 
Mstep: Class 19 contains 138815 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 18710 members 
Mstep: Class 23 contains 109752 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 19740 members 
Mstep: Class 28 contains 94034 members 
Mstep: Class 29 contains 135744 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71425 members 
Mstep: Class 35 contains 1685 members 
Mstep: Class 36 contains 6276 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105376.000000 Penalty: 126379.453125
Iteration 131Q: 37 clusters Score -1.811054e+08 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 65910 members 
Mstep: Class 6 contains 91216 members 
Mstep: Class 7 contains 20751 members 
Mstep: Class 8 contains 22465 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 230279 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 16904 members 
Mstep: Class 17 contains 101650 members 
Mstep: Class 18 contains 127107 members 
Mstep: Class 19 contains 138949 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4478 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 108956 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 19739 members 
Mstep: Class 28 contains 93999 members 
Mstep: Class 29 contains 134397 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71418 members 
Mstep: Class 35 contains 1703 members 
Mstep: Class 36 contains 6279 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106064.000000 Penalty: 126379.453125
Iteration 132Q: 37 clusters Score -1.811061e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 65902 members 
Mstep: Class 6 contains 93488 members 
Mstep: Class 7 contains 20747 members 
Mstep: Class 8 contains 22455 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 230183 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 16909 members 
Mstep: Class 17 contains 101618 members 
Mstep: Class 18 contains 127104 members 
Mstep: Class 19 contains 139056 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 108163 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 19738 members 
Mstep: Class 28 contains 93976 members 
Mstep: Class 29 contains 132935 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 34 contains 71408 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 6279 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106416.000000 Penalty: 126379.453125
Iteration 133Q: 37 clusters Score -1.811064e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12775 members 
Mstep: Class 5 contains 65893 members 
Mstep: Class 6 contains 95936 members 
Mstep: Class 7 contains 20736 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 13 contains 15251 members 
Mstep: Class 14 contains 230039 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 16907 members 
Mstep: Class 17 contains 101556 members 
Mstep: Class 18 contains 127104 members 
Mstep: Class 19 contains 139199 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4478 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 107356 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 19740 members 
Mstep: Class 28 contains 93968 members 
Mstep: Class 29 contains 131355 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3455 members 
Mstep: Class 34 contains 71398 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 6279 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181107040.000000 Penalty: 126379.453125
Iteration 134Q: 37 clusters Score -1.81107e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12772 members 
Mstep: Class 5 contains 65882 members 
Mstep: Class 6 contains 98393 members 
Mstep: Class 7 contains 20734 members 
Mstep: Class 8 contains 22383 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 229906 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 16911 members 
Mstep: Class 17 contains 101453 members 
Mstep: Class 18 contains 127105 members 
Mstep: Class 19 contains 139409 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 18753 members 
Mstep: Class 23 contains 106605 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 19730 members 
Mstep: Class 28 contains 93936 members 
Mstep: Class 29 contains 129740 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3455 members 
Mstep: Class 34 contains 71390 members 
Mstep: Class 35 contains 1789 members 
Mstep: Class 36 contains 6276 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181107712.000000 Penalty: 126379.453125
Iteration 135Q: 37 clusters Score -1.811077e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12771 members 
Mstep: Class 5 contains 65876 members 
Mstep: Class 6 contains 100934 members 
Mstep: Class 7 contains 20727 members 
Mstep: Class 8 contains 22355 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 8883 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 15251 members 
Mstep: Class 14 contains 229796 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 16914 members 
Mstep: Class 17 contains 101354 members 
Mstep: Class 18 contains 127107 members 
Mstep: Class 19 contains 139635 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 105733 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 19729 members 
Mstep: Class 28 contains 93898 members 
Mstep: Class 29 contains 128090 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71383 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 6277 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108432.000000 Penalty: 126379.453125
Iteration 136Q: 37 clusters Score -1.811084e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 65863 members 
Mstep: Class 6 contains 103520 members 
Mstep: Class 7 contains 20720 members 
Mstep: Class 8 contains 22323 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 229653 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 16916 members 
Mstep: Class 17 contains 101239 members 
Mstep: Class 18 contains 127106 members 
Mstep: Class 19 contains 139918 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 18754 members 
Mstep: Class 23 contains 104860 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13848 members 
Mstep: Class 27 contains 19726 members 
Mstep: Class 28 contains 93859 members 
Mstep: Class 29 contains 126421 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71372 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 6281 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108944.000000 Penalty: 126379.453125
Iteration 137Q: 37 clusters Score -1.811089e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 65856 members 
Mstep: Class 6 contains 106130 members 
Mstep: Class 7 contains 20727 members 
Mstep: Class 8 contains 22277 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 15253 members 
Mstep: Class 14 contains 229552 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 16910 members 
Mstep: Class 17 contains 101145 members 
Mstep: Class 18 contains 127103 members 
Mstep: Class 19 contains 140191 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 18739 members 
Mstep: Class 23 contains 103991 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 19724 members 
Mstep: Class 28 contains 93810 members 
Mstep: Class 29 contains 124696 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3455 members 
Mstep: Class 34 contains 71367 members 
Mstep: Class 35 contains 1884 members 
Mstep: Class 36 contains 6290 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181109904.000000 Penalty: 126379.453125
Iteration 138Q: 37 clusters Score -1.811099e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12760 members 
Mstep: Class 5 contains 65857 members 
Mstep: Class 6 contains 108811 members 
Mstep: Class 7 contains 20723 members 
Mstep: Class 8 contains 22252 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 229380 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 16918 members 
Mstep: Class 17 contains 101067 members 
Mstep: Class 18 contains 127104 members 
Mstep: Class 19 contains 140490 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 103145 members 
Mstep: Class 24 contains 5567 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13849 members 
Mstep: Class 27 contains 19718 members 
Mstep: Class 28 contains 93740 members 
Mstep: Class 29 contains 122893 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71349 members 
Mstep: Class 35 contains 1911 members 
Mstep: Class 36 contains 6300 members 
Mstep: Class 37 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110784.000000 Penalty: 126379.453125
Iteration 139Q: 37 clusters Score -1.811108e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 65847 members 
Mstep: Class 6 contains 111445 members 
Mstep: Class 7 contains 20713 members 
Mstep: Class 8 contains 22216 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 229236 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 16920 members 
Mstep: Class 17 contains 101010 members 
Mstep: Class 18 contains 127112 members 
Mstep: Class 19 contains 140819 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 18737 members 
Mstep: Class 23 contains 102305 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 19701 members 
Mstep: Class 28 contains 93690 members 
Mstep: Class 29 contains 121098 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71323 members 
Mstep: Class 35 contains 1928 members 
Mstep: Class 36 contains 6308 members 
Mstep: Class 37 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112144.000000 Penalty: 126379.453125
Iteration 140F: 37 clusters Score -1.811121e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65846 members 
Mstep: Class 6 contains 114082 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 22167 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 229075 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 100963 members 
Mstep: Class 18 contains 127113 members 
Mstep: Class 19 contains 141094 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 18739 members 
Mstep: Class 23 contains 101531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13856 members 
Mstep: Class 27 contains 19672 members 
Mstep: Class 28 contains 93642 members 
Mstep: Class 29 contains 119301 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71300 members 
Mstep: Class 35 contains 1947 members 
Mstep: Class 36 contains 6312 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112576.000000 Penalty: 126379.453125
Iteration 141Q: 37 clusters Score -1.811126e+08 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65845 members 
Mstep: Class 6 contains 116877 members 
Mstep: Class 7 contains 20703 members 
Mstep: Class 8 contains 22127 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 8865 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 228898 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 100894 members 
Mstep: Class 18 contains 127109 members 
Mstep: Class 19 contains 141369 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 18735 members 
Mstep: Class 23 contains 100869 members 
Mstep: Class 24 contains 5567 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13862 members 
Mstep: Class 27 contains 19642 members 
Mstep: Class 28 contains 93601 members 
Mstep: Class 29 contains 117296 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71278 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 6312 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113360.000000 Penalty: 126379.453125
Iteration 142Q: 37 clusters Score -1.811134e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 65838 members 
Mstep: Class 6 contains 119863 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 22067 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 228629 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 100794 members 
Mstep: Class 18 contains 127105 members 
Mstep: Class 19 contains 141735 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 18737 members 
Mstep: Class 23 contains 100244 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13865 members 
Mstep: Class 27 contains 19605 members 
Mstep: Class 28 contains 93536 members 
Mstep: Class 29 contains 115092 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71281 members 
Mstep: Class 35 contains 1994 members 
Mstep: Class 36 contains 6314 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114416.000000 Penalty: 126379.453125
Iteration 143Q: 37 clusters Score -1.811144e+08 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65834 members 
Mstep: Class 6 contains 123093 members 
Mstep: Class 7 contains 20701 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 228299 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 16948 members 
Mstep: Class 17 contains 100674 members 
Mstep: Class 18 contains 127101 members 
Mstep: Class 19 contains 142082 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 99763 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13867 members 
Mstep: Class 27 contains 19579 members 
Mstep: Class 28 contains 93465 members 
Mstep: Class 29 contains 112594 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71270 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 6313 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115664.000000 Penalty: 126379.453125
Iteration 144Q: 37 clusters Score -1.811157e+08 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 65832 members 
Mstep: Class 6 contains 126405 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 21978 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 228055 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 16965 members 
Mstep: Class 17 contains 100577 members 
Mstep: Class 18 contains 127095 members 
Mstep: Class 19 contains 142359 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 99394 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13867 members 
Mstep: Class 27 contains 19564 members 
Mstep: Class 28 contains 93395 members 
Mstep: Class 29 contains 109845 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71277 members 
Mstep: Class 35 contains 2012 members 
Mstep: Class 36 contains 6323 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116112.000000 Penalty: 126379.453125
Iteration 145Q: 37 clusters Score -1.811161e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65828 members 
Mstep: Class 6 contains 129904 members 
Mstep: Class 7 contains 20702 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 227795 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 100458 members 
Mstep: Class 18 contains 127088 members 
Mstep: Class 19 contains 142590 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 99197 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19543 members 
Mstep: Class 28 contains 93347 members 
Mstep: Class 29 contains 106832 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71290 members 
Mstep: Class 35 contains 2019 members 
Mstep: Class 36 contains 6320 members 
Mstep: Class 37 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117088.000000 Penalty: 126379.453125
Iteration 146Q: 37 clusters Score -1.811171e+08 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 65829 members 
Mstep: Class 6 contains 133644 members 
Mstep: Class 7 contains 20698 members 
Mstep: Class 8 contains 21903 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 227553 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 16974 members 
Mstep: Class 17 contains 100345 members 
Mstep: Class 18 contains 127086 members 
Mstep: Class 19 contains 142715 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 18701 members 
Mstep: Class 23 contains 99120 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19516 members 
Mstep: Class 28 contains 93296 members 
Mstep: Class 29 contains 103540 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71294 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 6322 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117520.000000 Penalty: 126379.453125
Iteration 147Q: 37 clusters Score -1.811175e+08 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 65830 members 
Mstep: Class 6 contains 137485 members 
Mstep: Class 7 contains 20691 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 227241 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 100246 members 
Mstep: Class 18 contains 127087 members 
Mstep: Class 19 contains 142743 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 99191 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13869 members 
Mstep: Class 27 contains 19504 members 
Mstep: Class 28 contains 93274 members 
Mstep: Class 29 contains 100087 members 
Mstep: Class 30 contains 4455 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71300 members 
Mstep: Class 35 contains 2036 members 
Mstep: Class 36 contains 6324 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117744.000000 Penalty: 126379.453125
Iteration 148Q: 37 clusters Score -1.811177e+08 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 65815 members 
Mstep: Class 6 contains 141345 members 
Mstep: Class 7 contains 20689 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 226967 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 100137 members 
Mstep: Class 18 contains 127090 members 
Mstep: Class 19 contains 142732 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 99406 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19503 members 
Mstep: Class 28 contains 93240 members 
Mstep: Class 29 contains 96524 members 
Mstep: Class 30 contains 4455 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 34 contains 71292 members 
Mstep: Class 35 contains 2039 members 
Mstep: Class 36 contains 6327 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117824.000000 Penalty: 126379.453125
Iteration 149Q: 37 clusters Score -1.811178e+08 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 65799 members 
Mstep: Class 6 contains 145139 members 
Mstep: Class 7 contains 20686 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 15264 members 
Mstep: Class 14 contains 226777 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 16983 members 
Mstep: Class 17 contains 100021 members 
Mstep: Class 18 contains 127088 members 
Mstep: Class 19 contains 142685 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 23 contains 99713 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19493 members 
Mstep: Class 28 contains 93209 members 
Mstep: Class 29 contains 92903 members 
Mstep: Class 30 contains 4455 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71284 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117600.000000 Penalty: 126379.453125
Iteration 150Q: 37 clusters Score -1.811176e+08 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65801 members 
Mstep: Class 6 contains 148966 members 
Mstep: Class 7 contains 20683 members 
Mstep: Class 8 contains 21806 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 226591 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 99853 members 
Mstep: Class 18 contains 127084 members 
Mstep: Class 19 contains 142655 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 100044 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19499 members 
Mstep: Class 28 contains 93191 members 
Mstep: Class 29 contains 89197 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71269 members 
Mstep: Class 35 contains 2052 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117264.000000 Penalty: 126379.453125
Iteration 151Q: 37 clusters Score -1.811173e+08 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 65804 members 
Mstep: Class 6 contains 152708 members 
Mstep: Class 7 contains 20684 members 
Mstep: Class 8 contains 21788 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 226527 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 99717 members 
Mstep: Class 18 contains 127080 members 
Mstep: Class 19 contains 142632 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 18721 members 
Mstep: Class 23 contains 100435 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 19512 members 
Mstep: Class 28 contains 93164 members 
Mstep: Class 29 contains 85380 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71266 members 
Mstep: Class 35 contains 2058 members 
Mstep: Class 36 contains 6326 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116752.000000 Penalty: 126379.453125
Iteration 152Q: 37 clusters Score -1.811168e+08 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65787 members 
Mstep: Class 6 contains 156169 members 
Mstep: Class 7 contains 20684 members 
Mstep: Class 8 contains 21793 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 226502 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 99614 members 
Mstep: Class 18 contains 127081 members 
Mstep: Class 19 contains 142580 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 18700 members 
Mstep: Class 23 contains 100809 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13869 members 
Mstep: Class 27 contains 19511 members 
Mstep: Class 28 contains 93137 members 
Mstep: Class 29 contains 81806 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 1980 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71266 members 
Mstep: Class 35 contains 2063 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117296.000000 Penalty: 126379.453125
Iteration 153Q: 37 clusters Score -1.811173e+08 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 65780 members 
Mstep: Class 6 contains 159263 members 
Mstep: Class 7 contains 20682 members 
Mstep: Class 8 contains 21789 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 226486 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16964 members 
Mstep: Class 17 contains 99609 members 
Mstep: Class 18 contains 127078 members 
Mstep: Class 19 contains 142468 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 18687 members 
Mstep: Class 23 contains 101078 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13869 members 
Mstep: Class 27 contains 19539 members 
Mstep: Class 28 contains 93129 members 
Mstep: Class 29 contains 78606 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1981 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71271 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116352.000000 Penalty: 126379.453125
Iteration 154Q: 37 clusters Score -1.811164e+08 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 65774 members 
Mstep: Class 6 contains 162078 members 
Mstep: Class 7 contains 20679 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 226491 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 17 contains 99589 members 
Mstep: Class 18 contains 127077 members 
Mstep: Class 19 contains 142386 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18673 members 
Mstep: Class 23 contains 101239 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19557 members 
Mstep: Class 28 contains 93127 members 
Mstep: Class 29 contains 75820 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1983 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 34 contains 71264 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 6338 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115952.000000 Penalty: 126379.453125
Iteration 155Q: 37 clusters Score -1.81116e+08 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 65774 members 
Mstep: Class 6 contains 164553 members 
Mstep: Class 7 contains 20679 members 
Mstep: Class 8 contains 21746 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 15272 members 
Mstep: Class 14 contains 226538 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16955 members 
Mstep: Class 17 contains 99584 members 
Mstep: Class 18 contains 127073 members 
Mstep: Class 19 contains 142232 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 101309 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19581 members 
Mstep: Class 28 contains 93126 members 
Mstep: Class 29 contains 73405 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3447 members 
Mstep: Class 34 contains 71268 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115872.000000 Penalty: 126379.453125
Iteration 156Q: 37 clusters Score -1.811159e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 65767 members 
Mstep: Class 6 contains 166620 members 
Mstep: Class 7 contains 20677 members 
Mstep: Class 8 contains 21739 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 226598 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16956 members 
Mstep: Class 17 contains 99619 members 
Mstep: Class 18 contains 127071 members 
Mstep: Class 19 contains 142054 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 18662 members 
Mstep: Class 23 contains 101324 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19633 members 
Mstep: Class 28 contains 93146 members 
Mstep: Class 29 contains 71367 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 34 contains 71266 members 
Mstep: Class 35 contains 2078 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115408.000000 Penalty: 126379.453125
Iteration 157Q: 37 clusters Score -1.811154e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 65776 members 
Mstep: Class 6 contains 168338 members 
Mstep: Class 7 contains 20677 members 
Mstep: Class 8 contains 21736 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 15272 members 
Mstep: Class 14 contains 226660 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 16952 members 
Mstep: Class 17 contains 99665 members 
Mstep: Class 18 contains 127071 members 
Mstep: Class 19 contains 141941 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 101266 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19688 members 
Mstep: Class 28 contains 93147 members 
Mstep: Class 29 contains 69672 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71261 members 
Mstep: Class 35 contains 2080 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115264.000000 Penalty: 126379.453125
Iteration 158Q: 37 clusters Score -1.811153e+08 nChanged 3560
Entering ConstructFrom: 
Score: -181115264.000000 Penalty: 126379.453125
Entering ConstructFrom: 
Trying to split cluster 1 (32616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Entering Unmasked Estep 
Score: -4268919.500000 Penalty: 2577.354492
	Iteration 0F: 2 clusters Score -4268920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4246729.000000 Penalty: 5154.708984
	Iteration 0F: 3 clusters Score -4246729 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4255111.500000 Penalty: 5154.708984
	Iteration 1F: 3 clusters Score -4255112 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4256008.500000 Penalty: 5154.708984
	Iteration 2F: 3 clusters Score -4256008 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4257332.500000 Penalty: 5154.708984
	Iteration 3F: 3 clusters Score -4257332 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4259259.000000 Penalty: 5154.708984
	Iteration 4F: 3 clusters Score -4259259 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4261598.000000 Penalty: 5154.708984
	Iteration 5F: 3 clusters Score -4261598 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4263625.500000 Penalty: 5154.708984
	Iteration 6F: 3 clusters Score -4263626 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4264823.000000 Penalty: 5154.708984
	Iteration 7F: 3 clusters Score -4264823 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4265428.000000 Penalty: 5154.708984
	Iteration 8Q: 3 clusters Score -4265428 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4265704.500000 Penalty: 5154.708984
	Iteration 9Q: 3 clusters Score -4265704 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4265873.500000 Penalty: 5154.708984
	Iteration 10Q: 3 clusters Score -4265874 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4265958.500000 Penalty: 5154.708984
	Iteration 11Q: 3 clusters Score -4265958 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4266036.000000 Penalty: 5154.708984
	Iteration 12Q: 3 clusters Score -4266036 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4266133.000000 Penalty: 5154.708984
	Iteration 13Q: 3 clusters Score -4266133 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4266188.500000 Penalty: 5154.708984
	Iteration 14Q: 3 clusters Score -4266188 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -4266240.500000 Penalty: 5154.708984
	Iteration 15Q: 3 clusters Score -4266240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4266293.500000 Penalty: 5154.708984
	Iteration 16Q: 3 clusters Score -4266294 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4266334.000000 Penalty: 5154.708984
	Iteration 17Q: 3 clusters Score -4266334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4266374.500000 Penalty: 5154.708984
	Iteration 18Q: 3 clusters Score -4266374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4266422.000000 Penalty: 5154.708984
	Iteration 19Q: 3 clusters Score -4266422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4266449.000000 Penalty: 5154.708984
	Iteration 20F: 3 clusters Score -4266449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4266484.000000 Penalty: 5154.708984
	Iteration 21Q: 3 clusters Score -4266484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4266508.500000 Penalty: 5154.708984
	Iteration 22Q: 3 clusters Score -4266508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4266539.500000 Penalty: 5154.708984
	Iteration 23Q: 3 clusters Score -4266540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4266569.500000 Penalty: 5154.708984
	Iteration 24Q: 3 clusters Score -4266570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4266581.500000 Penalty: 5154.708984
	Iteration 25Q: 3 clusters Score -4266582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4266594.000000 Penalty: 5154.708984
	Iteration 26Q: 3 clusters Score -4266594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4266598.000000 Penalty: 5154.708984
	Iteration 27Q: 3 clusters Score -4266598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4266595.000000 Penalty: 5154.708984
	Iteration 28Q: 3 clusters Score -4266595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4266602.000000 Penalty: 5154.708984
	Iteration 29Q: 3 clusters Score -4266602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4266608.500000 Penalty: 5154.708984
	Iteration 30Q: 3 clusters Score -4266608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4266609.000000 Penalty: 5154.708984
	Iteration 31Q: 3 clusters Score -4266609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4266617.000000 Penalty: 5154.708984
	Iteration 32Q: 3 clusters Score -4266617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4266620.500000 Penalty: 5154.708984
	Iteration 33Q: 3 clusters Score -4266620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4266629.500000 Penalty: 5154.708984
	Iteration 34Q: 3 clusters Score -4266630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4266633.000000 Penalty: 5154.708984
	Iteration 35Q: 3 clusters Score -4266633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4266637.500000 Penalty: 5154.708984
	Iteration 36Q: 3 clusters Score -4266638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4266647.500000 Penalty: 5154.708984
	Iteration 37Q: 3 clusters Score -4266648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4266649.000000 Penalty: 5154.708984
	Iteration 38Q: 3 clusters Score -4266649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4266653.500000 Penalty: 5154.708984
	Iteration 39Q: 3 clusters Score -4266654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4266660.000000 Penalty: 5154.708984
	Iteration 40F: 3 clusters Score -4266660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4266667.000000 Penalty: 5154.708984
	Iteration 41Q: 3 clusters Score -4266667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4266673.500000 Penalty: 5154.708984
	Iteration 42Q: 3 clusters Score -4266674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4266679.000000 Penalty: 5154.708984
	Iteration 43Q: 3 clusters Score -4266679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4266684.000000 Penalty: 5154.708984
	Iteration 44Q: 3 clusters Score -4266684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4266696.000000 Penalty: 5154.708984
	Iteration 45Q: 3 clusters Score -4266696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4266698.000000 Penalty: 5154.708984
	Iteration 46Q: 3 clusters Score -4266698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4266706.000000 Penalty: 5154.708984
	Iteration 47Q: 3 clusters Score -4266706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4266708.000000 Penalty: 5154.708984
	Iteration 48Q: 3 clusters Score -4266708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4266704.500000 Penalty: 5154.708984
	Iteration 49Q: 3 clusters Score -4266704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4266702.000000 Penalty: 5154.708984
	Iteration 50Q: 3 clusters Score -4266702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4266712.500000 Penalty: 5154.708984
	Iteration 51Q: 3 clusters Score -4266712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4266708.000000 Penalty: 5154.708984
	Iteration 52Q: 3 clusters Score -4266708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4266712.000000 Penalty: 5154.708984
	Iteration 53Q: 3 clusters Score -4266712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4266713.500000 Penalty: 5154.708984
	Iteration 54Q: 3 clusters Score -4266714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4266713.500000 Penalty: 5154.708984
	Iteration 55F: 3 clusters Score -4266714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -375177.031250 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -375177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371837.875000 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -371837.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -372720.687500 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -372720.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -373159.875000 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -373159.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -373573.656250 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -373573.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -373874.187500 Penalty: 4013.447021
	Iteration 4F: 3 clusters Score -373874.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -374125.718750 Penalty: 4013.447021
	Iteration 5F: 3 clusters Score -374125.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -374285.343750 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -374285.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -374380.187500 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -374380.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -374422.187500 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -374422.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -374455.625000 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -374455.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374472.812500 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -374472.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -374484.656250 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -374484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -374498.375000 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -374498.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -374516.312500 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -374516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -374531.312500 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -374531.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -374539.000000 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -374539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -374547.437500 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -374547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -374552.531250 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -374552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -374554.375000 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -374554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -374558.156250 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -374558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -374563.656250 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -374563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -374568.437500 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -374568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -374571.625000 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -374571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -374577.562500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -374577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374581.531250 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -374581.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -374584.250000 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -374584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -374585.093750 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -374585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -374585.687500 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -374585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -374586.531250 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -374586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374587.312500 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -374587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374587.312500 Penalty: 4013.447021
	Iteration 30F: 3 clusters Score -374587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77523.367188 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77523.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77697.203125 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77760.664062 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -77760.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77792.898438 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77818.718750 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77818.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77833.531250 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77833.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77842.125000 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77842.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77843.484375 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -77843.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77845.992188 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -77845.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77845.992188 Penalty: 3186.735107
	Iteration 9F: 3 clusters Score -77845.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -1676715.000000 Penalty: 2344.376221
	Iteration 0F: 2 clusters Score -1676715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1667287.250000 Penalty: 4688.752441
	Iteration 0F: 3 clusters Score -1667287 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1670266.625000 Penalty: 4688.752441
	Iteration 1F: 3 clusters Score -1670267 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1670637.625000 Penalty: 4688.752441
	Iteration 2F: 3 clusters Score -1670638 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1670921.000000 Penalty: 4688.752441
	Iteration 3F: 3 clusters Score -1670921 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1671155.750000 Penalty: 4688.752441
	Iteration 4Q: 3 clusters Score -1671156 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1671413.250000 Penalty: 4688.752441
	Iteration 5Q: 3 clusters Score -1671413 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1671687.500000 Penalty: 4688.752441
	Iteration 6Q: 3 clusters Score -1671688 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1671929.750000 Penalty: 4688.752441
	Iteration 7Q: 3 clusters Score -1671930 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1672187.000000 Penalty: 4688.752441
	Iteration 8Q: 3 clusters Score -1672187 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1672431.625000 Penalty: 4688.752441
	Iteration 9Q: 3 clusters Score -1672432 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1672676.250000 Penalty: 4688.752441
	Iteration 10Q: 3 clusters Score -1672676 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1672932.750000 Penalty: 4688.752441
	Iteration 11Q: 3 clusters Score -1672933 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1673220.375000 Penalty: 4688.752441
	Iteration 12Q: 3 clusters Score -1673220 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1673545.500000 Penalty: 4688.752441
	Iteration 13Q: 3 clusters Score -1673546 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1673844.000000 Penalty: 4688.752441
	Iteration 14Q: 3 clusters Score -1673844 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1674095.625000 Penalty: 4688.752441
	Iteration 15Q: 3 clusters Score -1674096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1674276.625000 Penalty: 4688.752441
	Iteration 16Q: 3 clusters Score -1674277 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1674397.625000 Penalty: 4688.752441
	Iteration 17Q: 3 clusters Score -1674398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1674470.625000 Penalty: 4688.752441
	Iteration 18Q: 3 clusters Score -1674471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1674521.625000 Penalty: 4688.752441
	Iteration 19Q: 3 clusters Score -1674522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1674557.000000 Penalty: 4688.752441
	Iteration 20F: 3 clusters Score -1674557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1674584.875000 Penalty: 4688.752441
	Iteration 21Q: 3 clusters Score -1674585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1674610.625000 Penalty: 4688.752441
	Iteration 22Q: 3 clusters Score -1674611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1674633.875000 Penalty: 4688.752441
	Iteration 23Q: 3 clusters Score -1674634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1674649.875000 Penalty: 4688.752441
	Iteration 24Q: 3 clusters Score -1674650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1674664.875000 Penalty: 4688.752441
	Iteration 25Q: 3 clusters Score -1674665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1674681.250000 Penalty: 4688.752441
	Iteration 26Q: 3 clusters Score -1674681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1674691.375000 Penalty: 4688.752441
	Iteration 27Q: 3 clusters Score -1674691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1674703.125000 Penalty: 4688.752441
	Iteration 28Q: 3 clusters Score -1674703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1674713.125000 Penalty: 4688.752441
	Iteration 29Q: 3 clusters Score -1674713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1674728.625000 Penalty: 4688.752441
	Iteration 30Q: 3 clusters Score -1674729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1674735.750000 Penalty: 4688.752441
	Iteration 31Q: 3 clusters Score -1674736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1674748.750000 Penalty: 4688.752441
	Iteration 32Q: 3 clusters Score -1674749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1674756.625000 Penalty: 4688.752441
	Iteration 33Q: 3 clusters Score -1674757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1674763.375000 Penalty: 4688.752441
	Iteration 34Q: 3 clusters Score -1674763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1674766.250000 Penalty: 4688.752441
	Iteration 35Q: 3 clusters Score -1674766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1674776.750000 Penalty: 4688.752441
	Iteration 36Q: 3 clusters Score -1674777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1674775.375000 Penalty: 4688.752441
	Iteration 37Q: 3 clusters Score -1674775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1674780.625000 Penalty: 4688.752441
	Iteration 38Q: 3 clusters Score -1674781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1674782.875000 Penalty: 4688.752441
	Iteration 39Q: 3 clusters Score -1674783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1674790.375000 Penalty: 4688.752441
	Iteration 40F: 3 clusters Score -1674790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1674793.250000 Penalty: 4688.752441
	Iteration 41Q: 3 clusters Score -1674793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1674794.500000 Penalty: 4688.752441
	Iteration 42Q: 3 clusters Score -1674794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1674799.500000 Penalty: 4688.752441
	Iteration 43Q: 3 clusters Score -1674800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1674803.250000 Penalty: 4688.752441
	Iteration 44Q: 3 clusters Score -1674803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1674810.375000 Penalty: 4688.752441
	Iteration 45Q: 3 clusters Score -1674810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1674810.250000 Penalty: 4688.752441
	Iteration 46Q: 3 clusters Score -1674810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1674815.625000 Penalty: 4688.752441
	Iteration 47Q: 3 clusters Score -1674816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1674812.750000 Penalty: 4688.752441
	Iteration 48Q: 3 clusters Score -1674813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1674814.875000 Penalty: 4688.752441
	Iteration 49Q: 3 clusters Score -1674815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1674818.625000 Penalty: 4688.752441
	Iteration 50Q: 3 clusters Score -1674819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1674814.750000 Penalty: 4688.752441
	Iteration 51Q: 3 clusters Score -1674815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1674819.875000 Penalty: 4688.752441
	Iteration 52Q: 3 clusters Score -1674820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1674819.750000 Penalty: 4688.752441
	Iteration 53Q: 3 clusters Score -1674820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1674819.375000 Penalty: 4688.752441
	Iteration 54Q: 3 clusters Score -1674819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1674820.250000 Penalty: 4688.752441
	Iteration 55Q: 3 clusters Score -1674820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1674820.250000 Penalty: 4688.752441
	Iteration 56F: 3 clusters Score -1674820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Entering Unmasked Estep 
Score: -8699271.000000 Penalty: 2751.363525
	Iteration 0F: 2 clusters Score -8699271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -8655128.000000 Penalty: 5502.727051
	Iteration 0F: 3 clusters Score -8655128 nChanged 30743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -8672512.000000 Penalty: 5502.727051
	Iteration 1F: 3 clusters Score -8672512 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -8673346.000000 Penalty: 5502.727051
	Iteration 2Q: 3 clusters Score -8673346 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -8674425.000000 Penalty: 5502.727051
	Iteration 3Q: 3 clusters Score -8674425 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8675880.000000 Penalty: 5502.727051
	Iteration 4Q: 3 clusters Score -8675880 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8677920.000000 Penalty: 5502.727051
	Iteration 5F: 3 clusters Score -8677920 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -8680882.000000 Penalty: 5502.727051
	Iteration 6F: 3 clusters Score -8680882 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -8685095.000000 Penalty: 5502.727051
	Iteration 7F: 3 clusters Score -8685095 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -8689447.000000 Penalty: 5502.727051
	Iteration 8F: 3 clusters Score -8689447 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -8692927.000000 Penalty: 5502.727051
	Iteration 9F: 3 clusters Score -8692927 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8694947.000000 Penalty: 5502.727051
	Iteration 10Q: 3 clusters Score -8694947 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8696020.000000 Penalty: 5502.727051
	Iteration 11Q: 3 clusters Score -8696020 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8696566.000000 Penalty: 5502.727051
	Iteration 12Q: 3 clusters Score -8696566 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8696851.000000 Penalty: 5502.727051
	Iteration 13Q: 3 clusters Score -8696851 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8697018.000000 Penalty: 5502.727051
	Iteration 14Q: 3 clusters Score -8697018 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8697154.000000 Penalty: 5502.727051
	Iteration 15Q: 3 clusters Score -8697154 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8697287.000000 Penalty: 5502.727051
	Iteration 16Q: 3 clusters Score -8697287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8697426.000000 Penalty: 5502.727051
	Iteration 17Q: 3 clusters Score -8697426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8697563.000000 Penalty: 5502.727051
	Iteration 18Q: 3 clusters Score -8697563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8697650.000000 Penalty: 5502.727051
	Iteration 19Q: 3 clusters Score -8697650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8697728.000000 Penalty: 5502.727051
	Iteration 20F: 3 clusters Score -8697728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8697787.000000 Penalty: 5502.727051
	Iteration 21Q: 3 clusters Score -8697787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8697808.000000 Penalty: 5502.727051
	Iteration 22Q: 3 clusters Score -8697808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8697865.000000 Penalty: 5502.727051
	Iteration 23Q: 3 clusters Score -8697865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8697943.000000 Penalty: 5502.727051
	Iteration 24Q: 3 clusters Score -8697943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8698000.000000 Penalty: 5502.727051
	Iteration 25Q: 3 clusters Score -8698000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8698041.000000 Penalty: 5502.727051
	Iteration 26Q: 3 clusters Score -8698041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8698063.000000 Penalty: 5502.727051
	Iteration 27Q: 3 clusters Score -8698063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8698112.000000 Penalty: 5502.727051
	Iteration 28Q: 3 clusters Score -8698112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8698143.000000 Penalty: 5502.727051
	Iteration 29Q: 3 clusters Score -8698143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8698183.000000 Penalty: 5502.727051
	Iteration 30Q: 3 clusters Score -8698183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8698220.000000 Penalty: 5502.727051
	Iteration 31Q: 3 clusters Score -8698220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8698222.000000 Penalty: 5502.727051
	Iteration 32Q: 3 clusters Score -8698222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8698247.000000 Penalty: 5502.727051
	Iteration 33Q: 3 clusters Score -8698247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8698240.000000 Penalty: 5502.727051
	Iteration 34Q: 3 clusters Score -8698240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8698250.000000 Penalty: 5502.727051
	Iteration 35Q: 3 clusters Score -8698250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8698262.000000 Penalty: 5502.727051
	Iteration 36Q: 3 clusters Score -8698262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8698262.000000 Penalty: 5502.727051
	Iteration 37Q: 3 clusters Score -8698262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8698256.000000 Penalty: 5502.727051
	Iteration 38Q: 3 clusters Score -8698256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8698257.000000 Penalty: 5502.727051
	Iteration 39Q: 3 clusters Score -8698257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8698284.000000 Penalty: 5502.727051
	Iteration 40F: 3 clusters Score -8698284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8698311.000000 Penalty: 5502.727051
	Iteration 41Q: 3 clusters Score -8698311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8698320.000000 Penalty: 5502.727051
	Iteration 42Q: 3 clusters Score -8698320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8698343.000000 Penalty: 5502.727051
	Iteration 43Q: 3 clusters Score -8698343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8698353.000000 Penalty: 5502.727051
	Iteration 44Q: 3 clusters Score -8698353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8698358.000000 Penalty: 5502.727051
	Iteration 45Q: 3 clusters Score -8698358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8698359.000000 Penalty: 5502.727051
	Iteration 46Q: 3 clusters Score -8698359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8698366.000000 Penalty: 5502.727051
	Iteration 47Q: 3 clusters Score -8698366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8698365.000000 Penalty: 5502.727051
	Iteration 48Q: 3 clusters Score -8698365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8698365.000000 Penalty: 5502.727051
	Iteration 49Q: 3 clusters Score -8698365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8698364.000000 Penalty: 5502.727051
	Iteration 50Q: 3 clusters Score -8698364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8698363.000000 Penalty: 5502.727051
	Iteration 51Q: 3 clusters Score -8698363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8698369.000000 Penalty: 5502.727051
	Iteration 52Q: 3 clusters Score -8698369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8698375.000000 Penalty: 5502.727051
	Iteration 53Q: 3 clusters Score -8698375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8698377.000000 Penalty: 5502.727051
	Iteration 54Q: 3 clusters Score -8698377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8698377.000000 Penalty: 5502.727051
	Iteration 55Q: 3 clusters Score -8698377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8698377.000000 Penalty: 5502.727051
	Iteration 56Q: 3 clusters Score -8698377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8698379.000000 Penalty: 5502.727051
	Iteration 57Q: 3 clusters Score -8698379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8698367.000000 Penalty: 5502.727051
	Iteration 58Q: 3 clusters Score -8698367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8698372.000000 Penalty: 5502.727051
	Iteration 59Q: 3 clusters Score -8698372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8698366.000000 Penalty: 5502.727051
	Iteration 60F: 3 clusters Score -8698366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8698371.000000 Penalty: 5502.727051
	Iteration 61Q: 3 clusters Score -8698371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8698377.000000 Penalty: 5502.727051
	Iteration 62Q: 3 clusters Score -8698377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8698381.000000 Penalty: 5502.727051
	Iteration 63Q: 3 clusters Score -8698381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8698384.000000 Penalty: 5502.727051
	Iteration 64Q: 3 clusters Score -8698384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8698378.000000 Penalty: 5502.727051
	Iteration 65Q: 3 clusters Score -8698378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8698379.000000 Penalty: 5502.727051
	Iteration 66Q: 3 clusters Score -8698379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8698399.000000 Penalty: 5502.727051
	Iteration 67Q: 3 clusters Score -8698399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8698390.000000 Penalty: 5502.727051
	Iteration 68Q: 3 clusters Score -8698390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8698385.000000 Penalty: 5502.727051
	Iteration 69Q: 3 clusters Score -8698385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8698397.000000 Penalty: 5502.727051
	Iteration 70Q: 3 clusters Score -8698397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8698391.000000 Penalty: 5502.727051
	Iteration 71Q: 3 clusters Score -8698391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8698406.000000 Penalty: 5502.727051
	Iteration 72Q: 3 clusters Score -8698406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8698403.000000 Penalty: 5502.727051
	Iteration 73Q: 3 clusters Score -8698403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8698405.000000 Penalty: 5502.727051
	Iteration 74Q: 3 clusters Score -8698405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8698406.000000 Penalty: 5502.727051
	Iteration 75Q: 3 clusters Score -8698406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8698410.000000 Penalty: 5502.727051
	Iteration 76Q: 3 clusters Score -8698410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8698411.000000 Penalty: 5502.727051
	Iteration 77Q: 3 clusters Score -8698411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8698410.000000 Penalty: 5502.727051
	Iteration 78Q: 3 clusters Score -8698410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8698411.000000 Penalty: 5502.727051
	Iteration 79Q: 3 clusters Score -8698411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8698414.000000 Penalty: 5502.727051
	Iteration 80F: 3 clusters Score -8698414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8698418.000000 Penalty: 5502.727051
	Iteration 81Q: 3 clusters Score -8698418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5502.727051
	Iteration 82Q: 3 clusters Score -8698419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8698423.000000 Penalty: 5502.727051
	Iteration 83Q: 3 clusters Score -8698423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8698422.000000 Penalty: 5502.727051
	Iteration 84Q: 3 clusters Score -8698422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5502.727051
	Iteration 85Q: 3 clusters Score -8698419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8698417.000000 Penalty: 5502.727051
	Iteration 86Q: 3 clusters Score -8698417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8698415.000000 Penalty: 5502.727051
	Iteration 87Q: 3 clusters Score -8698415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8698422.000000 Penalty: 5502.727051
	Iteration 88Q: 3 clusters Score -8698422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8698418.000000 Penalty: 5502.727051
	Iteration 89Q: 3 clusters Score -8698418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8698418.000000 Penalty: 5502.727051
	Iteration 90F: 3 clusters Score -8698418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Entering Unmasked Estep 
Score: -22897478.000000 Penalty: 2986.598633
	Iteration 0F: 2 clusters Score -2.289748e+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 85060 members 
Entering Unmasked Estep 
Score: -22792126.000000 Penalty: 5973.197266
	Iteration 0F: 3 clusters Score -2.279213e+07 nChanged 81201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -22839270.000000 Penalty: 5973.197266
	Iteration 1F: 3 clusters Score -2.283927e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -22840014.000000 Penalty: 5973.197266
	Iteration 2Q: 3 clusters Score -2.284001e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -22840842.000000 Penalty: 5973.197266
	Iteration 3Q: 3 clusters Score -2.284084e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -22842078.000000 Penalty: 5973.197266
	Iteration 4Q: 3 clusters Score -2.284208e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -22844076.000000 Penalty: 5973.197266
	Iteration 5Q: 3 clusters Score -2.284408e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -22847432.000000 Penalty: 5973.197266
	Iteration 6Q: 3 clusters Score -2.284743e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -22853274.000000 Penalty: 5973.197266
	Iteration 7F: 3 clusters Score -2.285327e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -22862642.000000 Penalty: 5973.197266
	Iteration 8F: 3 clusters Score -2.286264e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -22874658.000000 Penalty: 5973.197266
	Iteration 9F: 3 clusters Score -2.287466e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -22884454.000000 Penalty: 5973.197266
	Iteration 10F: 3 clusters Score -2.288445e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 163418 members 
Entering Unmasked Estep 
Score: -22890662.000000 Penalty: 5973.197266
	Iteration 11Q: 3 clusters Score -2.289066e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -22893206.000000 Penalty: 5973.197266
	Iteration 12Q: 3 clusters Score -2.289321e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 168745 members 
Entering Unmasked Estep 
Score: -22894130.000000 Penalty: 5973.197266
	Iteration 13Q: 3 clusters Score -2.289413e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 169199 members 
Entering Unmasked Estep 
Score: -22894476.000000 Penalty: 5973.197266
	Iteration 14Q: 3 clusters Score -2.289448e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -22894658.000000 Penalty: 5973.197266
	Iteration 15Q: 3 clusters Score -2.289466e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -22894760.000000 Penalty: 5973.197266
	Iteration 16Q: 3 clusters Score -2.289476e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -22894802.000000 Penalty: 5973.197266
	Iteration 17Q: 3 clusters Score -2.28948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -22894834.000000 Penalty: 5973.197266
	Iteration 18Q: 3 clusters Score -2.289483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 169457 members 
Entering Unmasked Estep 
Score: -22894830.000000 Penalty: 5973.197266
	Iteration 19Q: 3 clusters Score -2.289483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 169466 members 
Entering Unmasked Estep 
Score: -22894852.000000 Penalty: 5973.197266
	Iteration 20F: 3 clusters Score -2.289485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 169472 members 
Entering Unmasked Estep 
Score: -22894884.000000 Penalty: 5973.197266
	Iteration 21Q: 3 clusters Score -2.289488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -22894892.000000 Penalty: 5973.197266
	Iteration 22Q: 3 clusters Score -2.289489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -22894902.000000 Penalty: 5973.197266
	Iteration 23Q: 3 clusters Score -2.28949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -22894916.000000 Penalty: 5973.197266
	Iteration 24Q: 3 clusters Score -2.289492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -22894916.000000 Penalty: 5973.197266
	Iteration 25Q: 3 clusters Score -2.289492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -22894916.000000 Penalty: 5973.197266
	Iteration 26F: 3 clusters Score -2.289492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -2546578.250000 Penalty: 2464.296875
	Iteration 0F: 2 clusters Score -2546578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2532089.000000 Penalty: 4928.593750
	Iteration 0F: 3 clusters Score -2532089 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2537126.000000 Penalty: 4928.593750
	Iteration 1F: 3 clusters Score -2537126 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2537610.000000 Penalty: 4928.593750
	Iteration 2F: 3 clusters Score -2537610 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2538032.500000 Penalty: 4928.593750
	Iteration 3Q: 3 clusters Score -2538032 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2538459.750000 Penalty: 4928.593750
	Iteration 4Q: 3 clusters Score -2538460 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2538893.250000 Penalty: 4928.593750
	Iteration 5Q: 3 clusters Score -2538893 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2539339.750000 Penalty: 4928.593750
	Iteration 6Q: 3 clusters Score -2539340 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2539771.500000 Penalty: 4928.593750
	Iteration 7Q: 3 clusters Score -2539772 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2540237.500000 Penalty: 4928.593750
	Iteration 8Q: 3 clusters Score -2540238 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2540728.750000 Penalty: 4928.593750
	Iteration 9Q: 3 clusters Score -2540729 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2541289.000000 Penalty: 4928.593750
	Iteration 10Q: 3 clusters Score -2541289 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2541834.250000 Penalty: 4928.593750
	Iteration 11Q: 3 clusters Score -2541834 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2542349.000000 Penalty: 4928.593750
	Iteration 12Q: 3 clusters Score -2542349 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2542838.750000 Penalty: 4928.593750
	Iteration 13Q: 3 clusters Score -2542839 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2543204.750000 Penalty: 4928.593750
	Iteration 14Q: 3 clusters Score -2543205 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2543440.500000 Penalty: 4928.593750
	Iteration 15Q: 3 clusters Score -2543440 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2543629.750000 Penalty: 4928.593750
	Iteration 16Q: 3 clusters Score -2543630 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2543767.750000 Penalty: 4928.593750
	Iteration 17Q: 3 clusters Score -2543768 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2543896.750000 Penalty: 4928.593750
	Iteration 18Q: 3 clusters Score -2543897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2544020.750000 Penalty: 4928.593750
	Iteration 19Q: 3 clusters Score -2544021 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2544118.500000 Penalty: 4928.593750
	Iteration 20F: 3 clusters Score -2544118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2544218.500000 Penalty: 4928.593750
	Iteration 21Q: 3 clusters Score -2544218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2544289.750000 Penalty: 4928.593750
	Iteration 22Q: 3 clusters Score -2544290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2544356.000000 Penalty: 4928.593750
	Iteration 23Q: 3 clusters Score -2544356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2544402.750000 Penalty: 4928.593750
	Iteration 24Q: 3 clusters Score -2544403 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2544458.250000 Penalty: 4928.593750
	Iteration 25Q: 3 clusters Score -2544458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2544489.750000 Penalty: 4928.593750
	Iteration 26Q: 3 clusters Score -2544490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2544515.500000 Penalty: 4928.593750
	Iteration 27Q: 3 clusters Score -2544516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2544528.250000 Penalty: 4928.593750
	Iteration 28Q: 3 clusters Score -2544528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2544542.500000 Penalty: 4928.593750
	Iteration 29Q: 3 clusters Score -2544542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2544557.500000 Penalty: 4928.593750
	Iteration 30Q: 3 clusters Score -2544558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2544570.500000 Penalty: 4928.593750
	Iteration 31Q: 3 clusters Score -2544570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2544581.500000 Penalty: 4928.593750
	Iteration 32Q: 3 clusters Score -2544582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2544594.000000 Penalty: 4928.593750
	Iteration 33Q: 3 clusters Score -2544594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2544603.000000 Penalty: 4928.593750
	Iteration 34Q: 3 clusters Score -2544603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2544608.250000 Penalty: 4928.593750
	Iteration 35Q: 3 clusters Score -2544608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2544610.000000 Penalty: 4928.593750
	Iteration 36Q: 3 clusters Score -2544610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2544616.500000 Penalty: 4928.593750
	Iteration 37Q: 3 clusters Score -2544616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2544622.250000 Penalty: 4928.593750
	Iteration 38Q: 3 clusters Score -2544622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2544626.750000 Penalty: 4928.593750
	Iteration 39Q: 3 clusters Score -2544627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2544626.500000 Penalty: 4928.593750
	Iteration 40F: 3 clusters Score -2544626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2544626.000000 Penalty: 4928.593750
	Iteration 41Q: 3 clusters Score -2544626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2544631.750000 Penalty: 4928.593750
	Iteration 42Q: 3 clusters Score -2544632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2544631.750000 Penalty: 4928.593750
	Iteration 43Q: 3 clusters Score -2544632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2544635.000000 Penalty: 4928.593750
	Iteration 44Q: 3 clusters Score -2544635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2544638.750000 Penalty: 4928.593750
	Iteration 45Q: 3 clusters Score -2544639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2544642.250000 Penalty: 4928.593750
	Iteration 46Q: 3 clusters Score -2544642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2544642.750000 Penalty: 4928.593750
	Iteration 47Q: 3 clusters Score -2544643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2544644.750000 Penalty: 4928.593750
	Iteration 48Q: 3 clusters Score -2544645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2544641.750000 Penalty: 4928.593750
	Iteration 49Q: 3 clusters Score -2544642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2544647.000000 Penalty: 4928.593750
	Iteration 50Q: 3 clusters Score -2544647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2544649.500000 Penalty: 4928.593750
	Iteration 51Q: 3 clusters Score -2544650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2544649.000000 Penalty: 4928.593750
	Iteration 52Q: 3 clusters Score -2544649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2544653.500000 Penalty: 4928.593750
	Iteration 53Q: 3 clusters Score -2544654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2544656.500000 Penalty: 4928.593750
	Iteration 54Q: 3 clusters Score -2544656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2544654.500000 Penalty: 4928.593750
	Iteration 55Q: 3 clusters Score -2544654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2544658.000000 Penalty: 4928.593750
	Iteration 56Q: 3 clusters Score -2544658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2544656.000000 Penalty: 4928.593750
	Iteration 57Q: 3 clusters Score -2544656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2544656.500000 Penalty: 4928.593750
	Iteration 58Q: 3 clusters Score -2544656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2544657.000000 Penalty: 4928.593750
	Iteration 59Q: 3 clusters Score -2544657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2544656.750000 Penalty: 4928.593750
	Iteration 60F: 3 clusters Score -2544657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2544657.000000 Penalty: 4928.593750
	Iteration 61Q: 3 clusters Score -2544657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2544658.500000 Penalty: 4928.593750
	Iteration 62Q: 3 clusters Score -2544658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2544658.500000 Penalty: 4928.593750
	Iteration 63F: 3 clusters Score -2544658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Entering Unmasked Estep 
Score: -2831612.500000 Penalty: 2476.548096
	Iteration 0F: 2 clusters Score -2831612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2816394.750000 Penalty: 4953.096191
	Iteration 0F: 3 clusters Score -2816395 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2821464.000000 Penalty: 4953.096191
	Iteration 1F: 3 clusters Score -2821464 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2821840.000000 Penalty: 4953.096191
	Iteration 2F: 3 clusters Score -2821840 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2822146.250000 Penalty: 4953.096191
	Iteration 3Q: 3 clusters Score -2822146 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2822425.000000 Penalty: 4953.096191
	Iteration 4Q: 3 clusters Score -2822425 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2822818.750000 Penalty: 4953.096191
	Iteration 5Q: 3 clusters Score -2822819 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2823318.750000 Penalty: 4953.096191
	Iteration 6Q: 3 clusters Score -2823319 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2824107.250000 Penalty: 4953.096191
	Iteration 7F: 3 clusters Score -2824107 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2825285.750000 Penalty: 4953.096191
	Iteration 8F: 3 clusters Score -2825286 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2826760.000000 Penalty: 4953.096191
	Iteration 9F: 3 clusters Score -2826760 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2828032.250000 Penalty: 4953.096191
	Iteration 10F: 3 clusters Score -2828032 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2828835.250000 Penalty: 4953.096191
	Iteration 11Q: 3 clusters Score -2828835 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2829266.250000 Penalty: 4953.096191
	Iteration 12Q: 3 clusters Score -2829266 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2829476.000000 Penalty: 4953.096191
	Iteration 13Q: 3 clusters Score -2829476 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2829592.000000 Penalty: 4953.096191
	Iteration 14Q: 3 clusters Score -2829592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2829679.000000 Penalty: 4953.096191
	Iteration 15Q: 3 clusters Score -2829679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2829736.500000 Penalty: 4953.096191
	Iteration 16Q: 3 clusters Score -2829736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2829770.750000 Penalty: 4953.096191
	Iteration 17Q: 3 clusters Score -2829771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2829803.250000 Penalty: 4953.096191
	Iteration 18Q: 3 clusters Score -2829803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2829824.250000 Penalty: 4953.096191
	Iteration 19Q: 3 clusters Score -2829824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2829834.750000 Penalty: 4953.096191
	Iteration 20F: 3 clusters Score -2829835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2829844.500000 Penalty: 4953.096191
	Iteration 21Q: 3 clusters Score -2829844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2829854.000000 Penalty: 4953.096191
	Iteration 22Q: 3 clusters Score -2829854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2829862.500000 Penalty: 4953.096191
	Iteration 23Q: 3 clusters Score -2829862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2829871.750000 Penalty: 4953.096191
	Iteration 24Q: 3 clusters Score -2829872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2829870.250000 Penalty: 4953.096191
	Iteration 25Q: 3 clusters Score -2829870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2829882.000000 Penalty: 4953.096191
	Iteration 26Q: 3 clusters Score -2829882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2829886.750000 Penalty: 4953.096191
	Iteration 27Q: 3 clusters Score -2829887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2829885.000000 Penalty: 4953.096191
	Iteration 28Q: 3 clusters Score -2829885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2829887.500000 Penalty: 4953.096191
	Iteration 29Q: 3 clusters Score -2829888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2829887.000000 Penalty: 4953.096191
	Iteration 30Q: 3 clusters Score -2829887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2829886.250000 Penalty: 4953.096191
	Iteration 31Q: 3 clusters Score -2829886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2829884.750000 Penalty: 4953.096191
	Iteration 32Q: 3 clusters Score -2829885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2829890.250000 Penalty: 4953.096191
	Iteration 33Q: 3 clusters Score -2829890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2829888.000000 Penalty: 4953.096191
	Iteration 34Q: 3 clusters Score -2829888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2829886.500000 Penalty: 4953.096191
	Iteration 35Q: 3 clusters Score -2829886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2829887.500000 Penalty: 4953.096191
	Iteration 36Q: 3 clusters Score -2829888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2829887.500000 Penalty: 4953.096191
	Iteration 37F: 3 clusters Score -2829888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108476.875000 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108476.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108718.976562 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108787.226562 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108818.289062 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108831.906250 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108835.734375 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108844.171875 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108856.585938 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108866.289062 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108868.562500 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108870.031250 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108873.054688 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -108873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108874.085938 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -108874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108874.648438 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -108874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108875.843750 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -108875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108878.351562 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -108878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108884.078125 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -108884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108887.500000 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -108887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108888.703125 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -108888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108889.617188 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -108889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108889.617188 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -108889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Entering Unmasked Estep 
Score: -1366733.375000 Penalty: 2291.591309
	Iteration 0F: 2 clusters Score -1366733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1358758.875000 Penalty: 4583.182617
	Iteration 0F: 3 clusters Score -1358759 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1361191.875000 Penalty: 4583.182617
	Iteration 1F: 3 clusters Score -1361192 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1361570.750000 Penalty: 4583.182617
	Iteration 2F: 3 clusters Score -1361571 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1361873.000000 Penalty: 4583.182617
	Iteration 3F: 3 clusters Score -1361873 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1362192.375000 Penalty: 4583.182617
	Iteration 4F: 3 clusters Score -1362192 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1362540.000000 Penalty: 4583.182617
	Iteration 5F: 3 clusters Score -1362540 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1362902.000000 Penalty: 4583.182617
	Iteration 6F: 3 clusters Score -1362902 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1363299.500000 Penalty: 4583.182617
	Iteration 7F: 3 clusters Score -1363300 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1363667.750000 Penalty: 4583.182617
	Iteration 8Q: 3 clusters Score -1363668 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1363946.875000 Penalty: 4583.182617
	Iteration 9Q: 3 clusters Score -1363947 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1364121.625000 Penalty: 4583.182617
	Iteration 10Q: 3 clusters Score -1364122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1364242.750000 Penalty: 4583.182617
	Iteration 11Q: 3 clusters Score -1364243 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1364316.000000 Penalty: 4583.182617
	Iteration 12Q: 3 clusters Score -1364316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1364379.250000 Penalty: 4583.182617
	Iteration 13Q: 3 clusters Score -1364379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1364428.000000 Penalty: 4583.182617
	Iteration 14Q: 3 clusters Score -1364428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1364467.250000 Penalty: 4583.182617
	Iteration 15Q: 3 clusters Score -1364467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1364496.750000 Penalty: 4583.182617
	Iteration 16Q: 3 clusters Score -1364497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1364516.250000 Penalty: 4583.182617
	Iteration 17Q: 3 clusters Score -1364516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1364541.000000 Penalty: 4583.182617
	Iteration 18Q: 3 clusters Score -1364541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1364551.000000 Penalty: 4583.182617
	Iteration 19Q: 3 clusters Score -1364551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1364563.750000 Penalty: 4583.182617
	Iteration 20F: 3 clusters Score -1364564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1364571.250000 Penalty: 4583.182617
	Iteration 21Q: 3 clusters Score -1364571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1364582.250000 Penalty: 4583.182617
	Iteration 22Q: 3 clusters Score -1364582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1364592.375000 Penalty: 4583.182617
	Iteration 23Q: 3 clusters Score -1364592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1364598.125000 Penalty: 4583.182617
	Iteration 24Q: 3 clusters Score -1364598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1364608.250000 Penalty: 4583.182617
	Iteration 25Q: 3 clusters Score -1364608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1364610.875000 Penalty: 4583.182617
	Iteration 26Q: 3 clusters Score -1364611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1364610.875000 Penalty: 4583.182617
	Iteration 27Q: 3 clusters Score -1364611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1364613.875000 Penalty: 4583.182617
	Iteration 28Q: 3 clusters Score -1364614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1364619.375000 Penalty: 4583.182617
	Iteration 29Q: 3 clusters Score -1364619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1364618.000000 Penalty: 4583.182617
	Iteration 30Q: 3 clusters Score -1364618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1364625.625000 Penalty: 4583.182617
	Iteration 31Q: 3 clusters Score -1364626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1364632.875000 Penalty: 4583.182617
	Iteration 32Q: 3 clusters Score -1364633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1364632.000000 Penalty: 4583.182617
	Iteration 33Q: 3 clusters Score -1364632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1364640.250000 Penalty: 4583.182617
	Iteration 34Q: 3 clusters Score -1364640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1364644.250000 Penalty: 4583.182617
	Iteration 35Q: 3 clusters Score -1364644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1364646.125000 Penalty: 4583.182617
	Iteration 36Q: 3 clusters Score -1364646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1364646.500000 Penalty: 4583.182617
	Iteration 37Q: 3 clusters Score -1364646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1364649.125000 Penalty: 4583.182617
	Iteration 38Q: 3 clusters Score -1364649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1364650.500000 Penalty: 4583.182617
	Iteration 39Q: 3 clusters Score -1364650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1364650.875000 Penalty: 4583.182617
	Iteration 40F: 3 clusters Score -1364651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1364651.875000 Penalty: 4583.182617
	Iteration 41Q: 3 clusters Score -1364652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1364652.125000 Penalty: 4583.182617
	Iteration 42Q: 3 clusters Score -1364652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1364654.500000 Penalty: 4583.182617
	Iteration 43Q: 3 clusters Score -1364654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1364656.625000 Penalty: 4583.182617
	Iteration 44Q: 3 clusters Score -1364657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1364658.125000 Penalty: 4583.182617
	Iteration 45Q: 3 clusters Score -1364658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1364658.875000 Penalty: 4583.182617
	Iteration 46Q: 3 clusters Score -1364659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1364660.625000 Penalty: 4583.182617
	Iteration 47Q: 3 clusters Score -1364661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1364656.875000 Penalty: 4583.182617
	Iteration 48Q: 3 clusters Score -1364657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1364660.375000 Penalty: 4583.182617
	Iteration 49Q: 3 clusters Score -1364660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1364664.750000 Penalty: 4583.182617
	Iteration 50Q: 3 clusters Score -1364665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1364668.500000 Penalty: 4583.182617
	Iteration 51Q: 3 clusters Score -1364668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1364676.875000 Penalty: 4583.182617
	Iteration 52Q: 3 clusters Score -1364677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1364679.625000 Penalty: 4583.182617
	Iteration 53Q: 3 clusters Score -1364680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1364691.000000 Penalty: 4583.182617
	Iteration 54Q: 3 clusters Score -1364691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1364697.750000 Penalty: 4583.182617
	Iteration 55Q: 3 clusters Score -1364698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1364696.000000 Penalty: 4583.182617
	Iteration 56Q: 3 clusters Score -1364696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1364698.875000 Penalty: 4583.182617
	Iteration 57Q: 3 clusters Score -1364699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1364700.000000 Penalty: 4583.182617
	Iteration 58Q: 3 clusters Score -1364700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1364703.375000 Penalty: 4583.182617
	Iteration 59Q: 3 clusters Score -1364703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1364703.375000 Penalty: 4583.182617
	Iteration 60F: 3 clusters Score -1364703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1059592.625000 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -1059593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1052628.750000 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -1052629 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1054969.500000 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -1054970 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1055713.125000 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -1055713 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1056269.500000 Penalty: 4509.132812
	Iteration 3F: 3 clusters Score -1056270 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1056689.875000 Penalty: 4509.132812
	Iteration 4F: 3 clusters Score -1056690 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1056958.250000 Penalty: 4509.132812
	Iteration 5F: 3 clusters Score -1056958 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1057132.750000 Penalty: 4509.132812
	Iteration 6Q: 3 clusters Score -1057133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1057244.625000 Penalty: 4509.132812
	Iteration 7Q: 3 clusters Score -1057245 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1057326.500000 Penalty: 4509.132812
	Iteration 8Q: 3 clusters Score -1057326 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1057381.250000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -1057381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1057422.000000 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -1057422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1057452.500000 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -1057452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1057479.625000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -1057480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1057498.750000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -1057499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1057515.500000 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -1057516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1057524.125000 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -1057524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1057538.375000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -1057538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1057546.625000 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -1057547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1057555.625000 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -1057556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1057556.125000 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -1057556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1057557.125000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -1057557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1057563.000000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -1057563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1057563.875000 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -1057564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1057567.625000 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -1057568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1057569.625000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -1057570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1057572.375000 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -1057572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1057576.625000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -1057577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1057579.750000 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -1057580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1057581.375000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -1057581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1057584.375000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -1057584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1057586.875000 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -1057587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1057585.750000 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -1057586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1057592.375000 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -1057592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1057592.750000 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -1057593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1057595.500000 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -1057596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1057601.375000 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -1057601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1057607.750000 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -1057608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1057612.000000 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -1057612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1057616.500000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -1057616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1057625.250000 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -1057625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1057634.625000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -1057635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1057642.500000 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -1057642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1057656.000000 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -1057656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1057661.875000 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -1057662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1057668.625000 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -1057669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1057673.000000 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -1057673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1057679.625000 Penalty: 4509.132812
	Iteration 46Q: 3 clusters Score -1057680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1057686.625000 Penalty: 4509.132812
	Iteration 47Q: 3 clusters Score -1057687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1057702.750000 Penalty: 4509.132812
	Iteration 48Q: 3 clusters Score -1057703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1057715.750000 Penalty: 4509.132812
	Iteration 49Q: 3 clusters Score -1057716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1057725.875000 Penalty: 4509.132812
	Iteration 50Q: 3 clusters Score -1057726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1057735.500000 Penalty: 4509.132812
	Iteration 51Q: 3 clusters Score -1057736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1057741.750000 Penalty: 4509.132812
	Iteration 52Q: 3 clusters Score -1057742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1057753.875000 Penalty: 4509.132812
	Iteration 53Q: 3 clusters Score -1057754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1057764.625000 Penalty: 4509.132812
	Iteration 54Q: 3 clusters Score -1057765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1057772.875000 Penalty: 4509.132812
	Iteration 55Q: 3 clusters Score -1057773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1057788.875000 Penalty: 4509.132812
	Iteration 56Q: 3 clusters Score -1057789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1057795.625000 Penalty: 4509.132812
	Iteration 57Q: 3 clusters Score -1057796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1057803.500000 Penalty: 4509.132812
	Iteration 58Q: 3 clusters Score -1057804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1057810.125000 Penalty: 4509.132812
	Iteration 59Q: 3 clusters Score -1057810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1057822.500000 Penalty: 4509.132812
	Iteration 60F: 3 clusters Score -1057822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1057830.750000 Penalty: 4509.132812
	Iteration 61Q: 3 clusters Score -1057831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1057840.625000 Penalty: 4509.132812
	Iteration 62Q: 3 clusters Score -1057841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1057845.250000 Penalty: 4509.132812
	Iteration 63Q: 3 clusters Score -1057845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1057850.000000 Penalty: 4509.132812
	Iteration 64Q: 3 clusters Score -1057850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1057855.250000 Penalty: 4509.132812
	Iteration 65Q: 3 clusters Score -1057855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1057863.250000 Penalty: 4509.132812
	Iteration 66Q: 3 clusters Score -1057863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1057873.500000 Penalty: 4509.132812
	Iteration 67Q: 3 clusters Score -1057874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1057880.875000 Penalty: 4509.132812
	Iteration 68Q: 3 clusters Score -1057881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1057886.875000 Penalty: 4509.132812
	Iteration 69Q: 3 clusters Score -1057887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1057896.750000 Penalty: 4509.132812
	Iteration 70Q: 3 clusters Score -1057897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1057902.500000 Penalty: 4509.132812
	Iteration 71Q: 3 clusters Score -1057902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1057903.750000 Penalty: 4509.132812
	Iteration 72Q: 3 clusters Score -1057904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1057906.500000 Penalty: 4509.132812
	Iteration 73Q: 3 clusters Score -1057906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1057912.500000 Penalty: 4509.132812
	Iteration 74Q: 3 clusters Score -1057912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1057915.750000 Penalty: 4509.132812
	Iteration 75Q: 3 clusters Score -1057916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1057921.750000 Penalty: 4509.132812
	Iteration 76Q: 3 clusters Score -1057922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1057926.125000 Penalty: 4509.132812
	Iteration 77Q: 3 clusters Score -1057926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1057932.125000 Penalty: 4509.132812
	Iteration 78Q: 3 clusters Score -1057932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1057936.750000 Penalty: 4509.132812
	Iteration 79Q: 3 clusters Score -1057937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1057943.375000 Penalty: 4509.132812
	Iteration 80F: 3 clusters Score -1057943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1057950.000000 Penalty: 4509.132812
	Iteration 81Q: 3 clusters Score -1057950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1057960.125000 Penalty: 4509.132812
	Iteration 82Q: 3 clusters Score -1057960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1057971.125000 Penalty: 4509.132812
	Iteration 83Q: 3 clusters Score -1057971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1057979.000000 Penalty: 4509.132812
	Iteration 84Q: 3 clusters Score -1057979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1057989.625000 Penalty: 4509.132812
	Iteration 85Q: 3 clusters Score -1057990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1057999.125000 Penalty: 4509.132812
	Iteration 86Q: 3 clusters Score -1057999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1058006.875000 Penalty: 4509.132812
	Iteration 87Q: 3 clusters Score -1058007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1058013.250000 Penalty: 4509.132812
	Iteration 88Q: 3 clusters Score -1058013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1058017.000000 Penalty: 4509.132812
	Iteration 89Q: 3 clusters Score -1058017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1058023.000000 Penalty: 4509.132812
	Iteration 90Q: 3 clusters Score -1058023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1058028.125000 Penalty: 4509.132812
	Iteration 91Q: 3 clusters Score -1058028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1058034.000000 Penalty: 4509.132812
	Iteration 92Q: 3 clusters Score -1058034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1058042.000000 Penalty: 4509.132812
	Iteration 93Q: 3 clusters Score -1058042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1058043.375000 Penalty: 4509.132812
	Iteration 94Q: 3 clusters Score -1058043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1058046.625000 Penalty: 4509.132812
	Iteration 95Q: 3 clusters Score -1058047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1058051.125000 Penalty: 4509.132812
	Iteration 96Q: 3 clusters Score -1058051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1058055.000000 Penalty: 4509.132812
	Iteration 97Q: 3 clusters Score -1058055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1058059.750000 Penalty: 4509.132812
	Iteration 98Q: 3 clusters Score -1058060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1058062.875000 Penalty: 4509.132812
	Iteration 99Q: 3 clusters Score -1058063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1058062.625000 Penalty: 4509.132812
	Iteration 100F: 3 clusters Score -1058063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1058062.625000 Penalty: 4509.132812
	Iteration 101Q: 3 clusters Score -1058063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1058062.875000 Penalty: 4509.132812
	Iteration 102Q: 3 clusters Score -1058063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1058064.000000 Penalty: 4509.132812
	Iteration 103Q: 3 clusters Score -1058064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1058064.000000 Penalty: 4509.132812
	Iteration 104Q: 3 clusters Score -1058064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1058064.000000 Penalty: 4509.132812
	Iteration 105F: 3 clusters Score -1058064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -689827.250000 Penalty: 2120.603760
	Iteration 0F: 2 clusters Score -689827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -685167.062500 Penalty: 4241.207520
	Iteration 0F: 3 clusters Score -685167.1 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -686261.562500 Penalty: 4241.207520
	Iteration 1F: 3 clusters Score -686261.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -686480.125000 Penalty: 4241.207520
	Iteration 2F: 3 clusters Score -686480.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -686593.812500 Penalty: 4241.207520
	Iteration 3Q: 3 clusters Score -686593.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -686670.625000 Penalty: 4241.207520
	Iteration 4Q: 3 clusters Score -686670.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -686738.000000 Penalty: 4241.207520
	Iteration 5Q: 3 clusters Score -686738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -686785.250000 Penalty: 4241.207520
	Iteration 6Q: 3 clusters Score -686785.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -686822.812500 Penalty: 4241.207520
	Iteration 7Q: 3 clusters Score -686822.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -686847.000000 Penalty: 4241.207520
	Iteration 8Q: 3 clusters Score -686847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -686867.937500 Penalty: 4241.207520
	Iteration 9Q: 3 clusters Score -686867.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -686881.437500 Penalty: 4241.207520
	Iteration 10Q: 3 clusters Score -686881.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -686894.812500 Penalty: 4241.207520
	Iteration 11Q: 3 clusters Score -686894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -686902.625000 Penalty: 4241.207520
	Iteration 12Q: 3 clusters Score -686902.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -686909.875000 Penalty: 4241.207520
	Iteration 13Q: 3 clusters Score -686909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -686913.687500 Penalty: 4241.207520
	Iteration 14Q: 3 clusters Score -686913.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -686919.500000 Penalty: 4241.207520
	Iteration 15Q: 3 clusters Score -686919.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -686927.312500 Penalty: 4241.207520
	Iteration 16Q: 3 clusters Score -686927.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -686941.750000 Penalty: 4241.207520
	Iteration 17Q: 3 clusters Score -686941.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -686955.437500 Penalty: 4241.207520
	Iteration 18Q: 3 clusters Score -686955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -686969.875000 Penalty: 4241.207520
	Iteration 19Q: 3 clusters Score -686969.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -686986.812500 Penalty: 4241.207520
	Iteration 20F: 3 clusters Score -686986.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -687001.000000 Penalty: 4241.207520
	Iteration 21Q: 3 clusters Score -687001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -687017.937500 Penalty: 4241.207520
	Iteration 22Q: 3 clusters Score -687017.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -687032.750000 Penalty: 4241.207520
	Iteration 23Q: 3 clusters Score -687032.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -687048.312500 Penalty: 4241.207520
	Iteration 24Q: 3 clusters Score -687048.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -687061.562500 Penalty: 4241.207520
	Iteration 25Q: 3 clusters Score -687061.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -687073.625000 Penalty: 4241.207520
	Iteration 26Q: 3 clusters Score -687073.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -687092.000000 Penalty: 4241.207520
	Iteration 27Q: 3 clusters Score -687092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -687106.250000 Penalty: 4241.207520
	Iteration 28Q: 3 clusters Score -687106.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -687119.062500 Penalty: 4241.207520
	Iteration 29Q: 3 clusters Score -687119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -687127.875000 Penalty: 4241.207520
	Iteration 30Q: 3 clusters Score -687127.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -687137.437500 Penalty: 4241.207520
	Iteration 31Q: 3 clusters Score -687137.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -687146.187500 Penalty: 4241.207520
	Iteration 32Q: 3 clusters Score -687146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -687151.750000 Penalty: 4241.207520
	Iteration 33Q: 3 clusters Score -687151.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -687160.312500 Penalty: 4241.207520
	Iteration 34Q: 3 clusters Score -687160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -687167.312500 Penalty: 4241.207520
	Iteration 35Q: 3 clusters Score -687167.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -687175.937500 Penalty: 4241.207520
	Iteration 36Q: 3 clusters Score -687175.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -687183.312500 Penalty: 4241.207520
	Iteration 37Q: 3 clusters Score -687183.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -687187.937500 Penalty: 4241.207520
	Iteration 38Q: 3 clusters Score -687187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -687190.562500 Penalty: 4241.207520
	Iteration 39Q: 3 clusters Score -687190.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -687196.062500 Penalty: 4241.207520
	Iteration 40F: 3 clusters Score -687196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -687201.875000 Penalty: 4241.207520
	Iteration 41Q: 3 clusters Score -687201.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -687204.250000 Penalty: 4241.207520
	Iteration 42Q: 3 clusters Score -687204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -687206.812500 Penalty: 4241.207520
	Iteration 43Q: 3 clusters Score -687206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -687211.187500 Penalty: 4241.207520
	Iteration 44Q: 3 clusters Score -687211.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -687211.187500 Penalty: 4241.207520
	Iteration 45Q: 3 clusters Score -687211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -687216.375000 Penalty: 4241.207520
	Iteration 46Q: 3 clusters Score -687216.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -687223.000000 Penalty: 4241.207520
	Iteration 47Q: 3 clusters Score -687223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -687237.250000 Penalty: 4241.207520
	Iteration 48Q: 3 clusters Score -687237.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -687245.812500 Penalty: 4241.207520
	Iteration 49Q: 3 clusters Score -687245.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -687253.687500 Penalty: 4241.207520
	Iteration 50Q: 3 clusters Score -687253.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -687261.812500 Penalty: 4241.207520
	Iteration 51Q: 3 clusters Score -687261.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -687272.812500 Penalty: 4241.207520
	Iteration 52Q: 3 clusters Score -687272.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -687281.687500 Penalty: 4241.207520
	Iteration 53Q: 3 clusters Score -687281.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -687291.875000 Penalty: 4241.207520
	Iteration 54Q: 3 clusters Score -687291.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -687304.687500 Penalty: 4241.207520
	Iteration 55Q: 3 clusters Score -687304.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -687318.937500 Penalty: 4241.207520
	Iteration 56Q: 3 clusters Score -687318.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -687341.375000 Penalty: 4241.207520
	Iteration 57Q: 3 clusters Score -687341.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -687362.812500 Penalty: 4241.207520
	Iteration 58Q: 3 clusters Score -687362.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -687384.687500 Penalty: 4241.207520
	Iteration 59Q: 3 clusters Score -687384.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -687402.125000 Penalty: 4241.207520
	Iteration 60F: 3 clusters Score -687402.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -687422.500000 Penalty: 4241.207520
	Iteration 61Q: 3 clusters Score -687422.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -687441.250000 Penalty: 4241.207520
	Iteration 62Q: 3 clusters Score -687441.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -687471.687500 Penalty: 4241.207520
	Iteration 63Q: 3 clusters Score -687471.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -687505.187500 Penalty: 4241.207520
	Iteration 64Q: 3 clusters Score -687505.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -687537.812500 Penalty: 4241.207520
	Iteration 65Q: 3 clusters Score -687537.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -687573.312500 Penalty: 4241.207520
	Iteration 66Q: 3 clusters Score -687573.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -687606.625000 Penalty: 4241.207520
	Iteration 67Q: 3 clusters Score -687606.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -687631.875000 Penalty: 4241.207520
	Iteration 68Q: 3 clusters Score -687631.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -687657.875000 Penalty: 4241.207520
	Iteration 69Q: 3 clusters Score -687657.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -687682.562500 Penalty: 4241.207520
	Iteration 70Q: 3 clusters Score -687682.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -687719.125000 Penalty: 4241.207520
	Iteration 71Q: 3 clusters Score -687719.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -687750.187500 Penalty: 4241.207520
	Iteration 72Q: 3 clusters Score -687750.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -687790.812500 Penalty: 4241.207520
	Iteration 73Q: 3 clusters Score -687790.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -687829.375000 Penalty: 4241.207520
	Iteration 74Q: 3 clusters Score -687829.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -687869.437500 Penalty: 4241.207520
	Iteration 75Q: 3 clusters Score -687869.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -687907.375000 Penalty: 4241.207520
	Iteration 76Q: 3 clusters Score -687907.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -687944.812500 Penalty: 4241.207520
	Iteration 77Q: 3 clusters Score -687944.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -687979.062500 Penalty: 4241.207520
	Iteration 78Q: 3 clusters Score -687979.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -688005.687500 Penalty: 4241.207520
	Iteration 79Q: 3 clusters Score -688005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -688029.625000 Penalty: 4241.207520
	Iteration 80F: 3 clusters Score -688029.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -688051.937500 Penalty: 4241.207520
	Iteration 81Q: 3 clusters Score -688051.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -688074.937500 Penalty: 4241.207520
	Iteration 82Q: 3 clusters Score -688074.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -688098.250000 Penalty: 4241.207520
	Iteration 83Q: 3 clusters Score -688098.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -688120.125000 Penalty: 4241.207520
	Iteration 84Q: 3 clusters Score -688120.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -688136.812500 Penalty: 4241.207520
	Iteration 85Q: 3 clusters Score -688136.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -688143.750000 Penalty: 4241.207520
	Iteration 86Q: 3 clusters Score -688143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -688150.812500 Penalty: 4241.207520
	Iteration 87Q: 3 clusters Score -688150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -688150.562500 Penalty: 4241.207520
	Iteration 88Q: 3 clusters Score -688150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -688151.250000 Penalty: 4241.207520
	Iteration 89Q: 3 clusters Score -688151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -688153.125000 Penalty: 4241.207520
	Iteration 90Q: 3 clusters Score -688153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -688154.687500 Penalty: 4241.207520
	Iteration 91Q: 3 clusters Score -688154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -688154.187500 Penalty: 4241.207520
	Iteration 92Q: 3 clusters Score -688154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -688156.187500 Penalty: 4241.207520
	Iteration 93Q: 3 clusters Score -688156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -688156.750000 Penalty: 4241.207520
	Iteration 94Q: 3 clusters Score -688156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -688157.437500 Penalty: 4241.207520
	Iteration 95Q: 3 clusters Score -688157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -688159.000000 Penalty: 4241.207520
	Iteration 96Q: 3 clusters Score -688159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -688159.000000 Penalty: 4241.207520
	Iteration 97F: 3 clusters Score -688159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1988478.375000 Penalty: 2389.257812
	Iteration 0F: 2 clusters Score -1988478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1977415.875000 Penalty: 4778.515625
	Iteration 0F: 3 clusters Score -1977416 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1980957.000000 Penalty: 4778.515625
	Iteration 1F: 3 clusters Score -1980957 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1981327.375000 Penalty: 4778.515625
	Iteration 2F: 3 clusters Score -1981327 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1981615.000000 Penalty: 4778.515625
	Iteration 3Q: 3 clusters Score -1981615 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1981874.875000 Penalty: 4778.515625
	Iteration 4Q: 3 clusters Score -1981875 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1982106.625000 Penalty: 4778.515625
	Iteration 5Q: 3 clusters Score -1982107 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1982329.125000 Penalty: 4778.515625
	Iteration 6Q: 3 clusters Score -1982329 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1982577.500000 Penalty: 4778.515625
	Iteration 7Q: 3 clusters Score -1982578 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1982846.000000 Penalty: 4778.515625
	Iteration 8Q: 3 clusters Score -1982846 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1983119.125000 Penalty: 4778.515625
	Iteration 9Q: 3 clusters Score -1983119 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1983453.125000 Penalty: 4778.515625
	Iteration 10Q: 3 clusters Score -1983453 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1983859.875000 Penalty: 4778.515625
	Iteration 11Q: 3 clusters Score -1983860 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1984329.000000 Penalty: 4778.515625
	Iteration 12Q: 3 clusters Score -1984329 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1984822.250000 Penalty: 4778.515625
	Iteration 13Q: 3 clusters Score -1984822 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1985258.875000 Penalty: 4778.515625
	Iteration 14Q: 3 clusters Score -1985259 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1985655.500000 Penalty: 4778.515625
	Iteration 15Q: 3 clusters Score -1985656 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1986010.750000 Penalty: 4778.515625
	Iteration 16Q: 3 clusters Score -1986011 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1986300.000000 Penalty: 4778.515625
	Iteration 17Q: 3 clusters Score -1986300 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1986512.750000 Penalty: 4778.515625
	Iteration 18Q: 3 clusters Score -1986513 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1986665.375000 Penalty: 4778.515625
	Iteration 19Q: 3 clusters Score -1986665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1986773.625000 Penalty: 4778.515625
	Iteration 20F: 3 clusters Score -1986774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1986845.750000 Penalty: 4778.515625
	Iteration 21Q: 3 clusters Score -1986846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1986905.000000 Penalty: 4778.515625
	Iteration 22Q: 3 clusters Score -1986905 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1986951.375000 Penalty: 4778.515625
	Iteration 23Q: 3 clusters Score -1986951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1986971.750000 Penalty: 4778.515625
	Iteration 24Q: 3 clusters Score -1986972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1986989.750000 Penalty: 4778.515625
	Iteration 25Q: 3 clusters Score -1986990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1987002.375000 Penalty: 4778.515625
	Iteration 26Q: 3 clusters Score -1987002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1987017.125000 Penalty: 4778.515625
	Iteration 27Q: 3 clusters Score -1987017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1987025.375000 Penalty: 4778.515625
	Iteration 28Q: 3 clusters Score -1987025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1987033.375000 Penalty: 4778.515625
	Iteration 29Q: 3 clusters Score -1987033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1987038.875000 Penalty: 4778.515625
	Iteration 30Q: 3 clusters Score -1987039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1987049.125000 Penalty: 4778.515625
	Iteration 31Q: 3 clusters Score -1987049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1987053.625000 Penalty: 4778.515625
	Iteration 32Q: 3 clusters Score -1987054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1987061.625000 Penalty: 4778.515625
	Iteration 33Q: 3 clusters Score -1987062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1987059.500000 Penalty: 4778.515625
	Iteration 34Q: 3 clusters Score -1987060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1987065.875000 Penalty: 4778.515625
	Iteration 35Q: 3 clusters Score -1987066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1987074.750000 Penalty: 4778.515625
	Iteration 36Q: 3 clusters Score -1987075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1987075.250000 Penalty: 4778.515625
	Iteration 37Q: 3 clusters Score -1987075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1987082.000000 Penalty: 4778.515625
	Iteration 38Q: 3 clusters Score -1987082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1987083.000000 Penalty: 4778.515625
	Iteration 39Q: 3 clusters Score -1987083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1987083.125000 Penalty: 4778.515625
	Iteration 40F: 3 clusters Score -1987083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1987085.250000 Penalty: 4778.515625
	Iteration 41Q: 3 clusters Score -1987085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1987086.250000 Penalty: 4778.515625
	Iteration 42Q: 3 clusters Score -1987086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1987087.000000 Penalty: 4778.515625
	Iteration 43Q: 3 clusters Score -1987087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1987085.500000 Penalty: 4778.515625
	Iteration 44Q: 3 clusters Score -1987086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1987089.250000 Penalty: 4778.515625
	Iteration 45Q: 3 clusters Score -1987089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1987083.000000 Penalty: 4778.515625
	Iteration 46Q: 3 clusters Score -1987083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1987085.875000 Penalty: 4778.515625
	Iteration 47Q: 3 clusters Score -1987086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1987086.750000 Penalty: 4778.515625
	Iteration 48Q: 3 clusters Score -1987087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1987089.375000 Penalty: 4778.515625
	Iteration 49Q: 3 clusters Score -1987089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1987089.750000 Penalty: 4778.515625
	Iteration 50Q: 3 clusters Score -1987090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1987089.500000 Penalty: 4778.515625
	Iteration 51Q: 3 clusters Score -1987090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1987089.500000 Penalty: 4778.515625
	Iteration 52F: 3 clusters Score -1987090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (226741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226741 members 
Entering Unmasked Estep 
Score: -30342668.000000 Penalty: 3058.227783
	Iteration 0F: 2 clusters Score -3.034267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113555 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -30204376.000000 Penalty: 6116.455566
	Iteration 0F: 3 clusters Score -3.020438e+07 nChanged 109489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -30268362.000000 Penalty: 6116.455566
	Iteration 1F: 3 clusters Score -3.026836e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -30269800.000000 Penalty: 6116.455566
	Iteration 2Q: 3 clusters Score -3.02698e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124352 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -30271850.000000 Penalty: 6116.455566
	Iteration 3Q: 3 clusters Score -3.027185e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -30274866.000000 Penalty: 6116.455566
	Iteration 4Q: 3 clusters Score -3.027487e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139786 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -30280118.000000 Penalty: 6116.455566
	Iteration 5Q: 3 clusters Score -3.028012e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -30288718.000000 Penalty: 6116.455566
	Iteration 6F: 3 clusters Score -3.028872e+07 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -30301790.000000 Penalty: 6116.455566
	Iteration 7F: 3 clusters Score -3.030179e+07 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187949 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -30316898.000000 Penalty: 6116.455566
	Iteration 8F: 3 clusters Score -3.03169e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204157 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -30328638.000000 Penalty: 6116.455566
	Iteration 9F: 3 clusters Score -3.032864e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -30335680.000000 Penalty: 6116.455566
	Iteration 10Q: 3 clusters Score -3.033568e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220743 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -30338846.000000 Penalty: 6116.455566
	Iteration 11Q: 3 clusters Score -3.033885e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223024 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -30340292.000000 Penalty: 6116.455566
	Iteration 12Q: 3 clusters Score -3.034029e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223928 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -30340934.000000 Penalty: 6116.455566
	Iteration 13Q: 3 clusters Score -3.034093e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224309 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -30341240.000000 Penalty: 6116.455566
	Iteration 14Q: 3 clusters Score -3.034124e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224464 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -30341422.000000 Penalty: 6116.455566
	Iteration 15Q: 3 clusters Score -3.034142e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224549 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -30341566.000000 Penalty: 6116.455566
	Iteration 16Q: 3 clusters Score -3.034157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -30341682.000000 Penalty: 6116.455566
	Iteration 17Q: 3 clusters Score -3.034168e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224639 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -30341642.000000 Penalty: 6116.455566
	Iteration 18Q: 3 clusters Score -3.034164e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224662 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -30341718.000000 Penalty: 6116.455566
	Iteration 19Q: 3 clusters Score -3.034172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224671 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6116.455566
	Iteration 20F: 3 clusters Score -3.034175e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224686 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -30341840.000000 Penalty: 6116.455566
	Iteration 21Q: 3 clusters Score -3.034184e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224699 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -30341914.000000 Penalty: 6116.455566
	Iteration 22Q: 3 clusters Score -3.034191e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -30341930.000000 Penalty: 6116.455566
	Iteration 23Q: 3 clusters Score -3.034193e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224700 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -30341980.000000 Penalty: 6116.455566
	Iteration 24Q: 3 clusters Score -3.034198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224696 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -30342044.000000 Penalty: 6116.455566
	Iteration 25Q: 3 clusters Score -3.034204e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224684 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -30342098.000000 Penalty: 6116.455566
	Iteration 26Q: 3 clusters Score -3.03421e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224657 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -30342148.000000 Penalty: 6116.455566
	Iteration 27Q: 3 clusters Score -3.034215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -30342158.000000 Penalty: 6116.455566
	Iteration 28Q: 3 clusters Score -3.034216e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224620 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -30342144.000000 Penalty: 6116.455566
	Iteration 29Q: 3 clusters Score -3.034214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224601 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -30342168.000000 Penalty: 6116.455566
	Iteration 30Q: 3 clusters Score -3.034217e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -30342176.000000 Penalty: 6116.455566
	Iteration 31Q: 3 clusters Score -3.034218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224561 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -30342168.000000 Penalty: 6116.455566
	Iteration 32Q: 3 clusters Score -3.034217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224552 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -30342160.000000 Penalty: 6116.455566
	Iteration 33Q: 3 clusters Score -3.034216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224535 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -30342198.000000 Penalty: 6116.455566
	Iteration 34Q: 3 clusters Score -3.03422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224535 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -30342194.000000 Penalty: 6116.455566
	Iteration 35Q: 3 clusters Score -3.034219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224528 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -30342194.000000 Penalty: 6116.455566
	Iteration 36Q: 3 clusters Score -3.034219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224530 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -30342206.000000 Penalty: 6116.455566
	Iteration 37Q: 3 clusters Score -3.034221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224533 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -30342188.000000 Penalty: 6116.455566
	Iteration 38Q: 3 clusters Score -3.034219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224538 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -30342176.000000 Penalty: 6116.455566
	Iteration 39Q: 3 clusters Score -3.034218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224537 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -30342178.000000 Penalty: 6116.455566
	Iteration 40F: 3 clusters Score -3.034218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224534 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -30342184.000000 Penalty: 6116.455566
	Iteration 41Q: 3 clusters Score -3.034218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224528 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -30342180.000000 Penalty: 6116.455566
	Iteration 42Q: 3 clusters Score -3.034218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224523 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -30342198.000000 Penalty: 6116.455566
	Iteration 43Q: 3 clusters Score -3.03422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224519 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -30342184.000000 Penalty: 6116.455566
	Iteration 44Q: 3 clusters Score -3.034218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224518 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -30342202.000000 Penalty: 6116.455566
	Iteration 45Q: 3 clusters Score -3.03422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -30342210.000000 Penalty: 6116.455566
	Iteration 46Q: 3 clusters Score -3.034221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224512 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -30342208.000000 Penalty: 6116.455566
	Iteration 47Q: 3 clusters Score -3.034221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224511 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -30342222.000000 Penalty: 6116.455566
	Iteration 48Q: 3 clusters Score -3.034222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224510 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -30342204.000000 Penalty: 6116.455566
	Iteration 49Q: 3 clusters Score -3.03422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224508 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -30342198.000000 Penalty: 6116.455566
	Iteration 50Q: 3 clusters Score -3.03422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224508 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -30342198.000000 Penalty: 6116.455566
	Iteration 51F: 3 clusters Score -3.03422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -211322.921875 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -211322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -208859.562500 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -208859.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209830.187500 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -209830.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210761.421875 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -210761.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -211172.046875 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -211172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -211463.187500 Penalty: 3717.513184
	Iteration 4F: 3 clusters Score -211463.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -211629.296875 Penalty: 3717.513184
	Iteration 5F: 3 clusters Score -211629.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -211772.562500 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -211772.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -211885.375000 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -211885.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -211968.390625 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -211968.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212032.671875 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -212032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212074.250000 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -212074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -212086.625000 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -212086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -212095.796875 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -212095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -212099.218750 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -212099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -212099.968750 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -212100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -212099.968750 Penalty: 3717.513184
	Iteration 15F: 3 clusters Score -212100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65789 members 
Mstep: Class 6 contains 169861 members 
Mstep: Class 7 contains 20675 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 15277 members 
Mstep: Class 14 contains 226741 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 16956 members 
Mstep: Class 17 contains 99685 members 
Mstep: Class 18 contains 127070 members 
Mstep: Class 19 contains 141864 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 18667 members 
Mstep: Class 23 contains 101151 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19732 members 
Mstep: Class 28 contains 93143 members 
Mstep: Class 29 contains 68217 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 71246 members 
Mstep: Class 35 contains 2084 members 
Mstep: Class 36 contains 6343 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
Score: -181112976.000000 Penalty: 129890.000000
Splitting cluster 15 changes total score from -181115264.000000 to -181112976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -2300191.000000 Penalty: 2415.117432
	Iteration 0F: 2 clusters Score -2300191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2287974.750000 Penalty: 4830.234863
	Iteration 0F: 3 clusters Score -2287975 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2291951.500000 Penalty: 4830.234863
	Iteration 1F: 3 clusters Score -2291952 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2292418.000000 Penalty: 4830.234863
	Iteration 2F: 3 clusters Score -2292418 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2292897.250000 Penalty: 4830.234863
	Iteration 3F: 3 clusters Score -2292897 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2293530.750000 Penalty: 4830.234863
	Iteration 4F: 3 clusters Score -2293531 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2294312.750000 Penalty: 4830.234863
	Iteration 5F: 3 clusters Score -2294313 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2295217.250000 Penalty: 4830.234863
	Iteration 6F: 3 clusters Score -2295217 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2296091.000000 Penalty: 4830.234863
	Iteration 7F: 3 clusters Score -2296091 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2296667.750000 Penalty: 4830.234863
	Iteration 8F: 3 clusters Score -2296668 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2297044.750000 Penalty: 4830.234863
	Iteration 9Q: 3 clusters Score -2297045 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2297294.000000 Penalty: 4830.234863
	Iteration 10Q: 3 clusters Score -2297294 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2297493.250000 Penalty: 4830.234863
	Iteration 11Q: 3 clusters Score -2297493 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2297657.750000 Penalty: 4830.234863
	Iteration 12Q: 3 clusters Score -2297658 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2297801.500000 Penalty: 4830.234863
	Iteration 13Q: 3 clusters Score -2297802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2297925.000000 Penalty: 4830.234863
	Iteration 14Q: 3 clusters Score -2297925 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2298012.750000 Penalty: 4830.234863
	Iteration 15Q: 3 clusters Score -2298013 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2298088.750000 Penalty: 4830.234863
	Iteration 16Q: 3 clusters Score -2298089 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2298153.750000 Penalty: 4830.234863
	Iteration 17Q: 3 clusters Score -2298154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2298192.000000 Penalty: 4830.234863
	Iteration 18Q: 3 clusters Score -2298192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2298240.500000 Penalty: 4830.234863
	Iteration 19Q: 3 clusters Score -2298240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2298272.500000 Penalty: 4830.234863
	Iteration 20F: 3 clusters Score -2298272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2298299.250000 Penalty: 4830.234863
	Iteration 21Q: 3 clusters Score -2298299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2298316.250000 Penalty: 4830.234863
	Iteration 22Q: 3 clusters Score -2298316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2298340.250000 Penalty: 4830.234863
	Iteration 23Q: 3 clusters Score -2298340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2298365.000000 Penalty: 4830.234863
	Iteration 24Q: 3 clusters Score -2298365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2298379.500000 Penalty: 4830.234863
	Iteration 25Q: 3 clusters Score -2298380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2298387.750000 Penalty: 4830.234863
	Iteration 26Q: 3 clusters Score -2298388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2298398.250000 Penalty: 4830.234863
	Iteration 27Q: 3 clusters Score -2298398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2298405.250000 Penalty: 4830.234863
	Iteration 28Q: 3 clusters Score -2298405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2298412.750000 Penalty: 4830.234863
	Iteration 29Q: 3 clusters Score -2298413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2298415.250000 Penalty: 4830.234863
	Iteration 30Q: 3 clusters Score -2298415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2298420.000000 Penalty: 4830.234863
	Iteration 31Q: 3 clusters Score -2298420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2298418.500000 Penalty: 4830.234863
	Iteration 32Q: 3 clusters Score -2298418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2298424.250000 Penalty: 4830.234863
	Iteration 33Q: 3 clusters Score -2298424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2298432.750000 Penalty: 4830.234863
	Iteration 34Q: 3 clusters Score -2298433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2298432.750000 Penalty: 4830.234863
	Iteration 35Q: 3 clusters Score -2298433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2298428.500000 Penalty: 4830.234863
	Iteration 36Q: 3 clusters Score -2298428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2298432.500000 Penalty: 4830.234863
	Iteration 37Q: 3 clusters Score -2298432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2298435.750000 Penalty: 4830.234863
	Iteration 38Q: 3 clusters Score -2298436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2298442.000000 Penalty: 4830.234863
	Iteration 39Q: 3 clusters Score -2298442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2298442.000000 Penalty: 4830.234863
	Iteration 40F: 3 clusters Score -2298442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Entering Unmasked Estep 
Score: -13315662.000000 Penalty: 2854.423096
	Iteration 0F: 2 clusters Score -1.331566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -13249201.000000 Penalty: 5708.846191
	Iteration 0F: 3 clusters Score -1.32492e+07 nChanged 46865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -13275565.000000 Penalty: 5708.846191
	Iteration 1F: 3 clusters Score -1.327556e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -13276319.000000 Penalty: 5708.846191
	Iteration 2Q: 3 clusters Score -1.327632e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -13277185.000000 Penalty: 5708.846191
	Iteration 3Q: 3 clusters Score -1.327718e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -13278299.000000 Penalty: 5708.846191
	Iteration 4Q: 3 clusters Score -1.32783e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -13280182.000000 Penalty: 5708.846191
	Iteration 5Q: 3 clusters Score -1.328018e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -13283424.000000 Penalty: 5708.846191
	Iteration 6F: 3 clusters Score -1.328342e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -13288660.000000 Penalty: 5708.846191
	Iteration 7F: 3 clusters Score -1.328866e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -13296094.000000 Penalty: 5708.846191
	Iteration 8F: 3 clusters Score -1.329609e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -13303359.000000 Penalty: 5708.846191
	Iteration 9F: 3 clusters Score -1.330336e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -13308242.000000 Penalty: 5708.846191
	Iteration 10F: 3 clusters Score -1.330824e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -13310776.000000 Penalty: 5708.846191
	Iteration 11Q: 3 clusters Score -1.331078e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -13311927.000000 Penalty: 5708.846191
	Iteration 12Q: 3 clusters Score -1.331193e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -13312521.000000 Penalty: 5708.846191
	Iteration 13Q: 3 clusters Score -1.331252e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -13312858.000000 Penalty: 5708.846191
	Iteration 14Q: 3 clusters Score -1.331286e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -13313017.000000 Penalty: 5708.846191
	Iteration 15Q: 3 clusters Score -1.331302e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -13313124.000000 Penalty: 5708.846191
	Iteration 16Q: 3 clusters Score -1.331312e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -13313194.000000 Penalty: 5708.846191
	Iteration 17Q: 3 clusters Score -1.331319e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -13313216.000000 Penalty: 5708.846191
	Iteration 18Q: 3 clusters Score -1.331322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -13313272.000000 Penalty: 5708.846191
	Iteration 19Q: 3 clusters Score -1.331327e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -13313274.000000 Penalty: 5708.846191
	Iteration 20F: 3 clusters Score -1.331327e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -13313279.000000 Penalty: 5708.846191
	Iteration 21Q: 3 clusters Score -1.331328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -13313291.000000 Penalty: 5708.846191
	Iteration 22Q: 3 clusters Score -1.331329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -13313287.000000 Penalty: 5708.846191
	Iteration 23Q: 3 clusters Score -1.331329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -13313304.000000 Penalty: 5708.846191
	Iteration 24Q: 3 clusters Score -1.33133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -13313309.000000 Penalty: 5708.846191
	Iteration 25Q: 3 clusters Score -1.331331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -13313309.000000 Penalty: 5708.846191
	Iteration 26Q: 3 clusters Score -1.331331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -13313307.000000 Penalty: 5708.846191
	Iteration 27Q: 3 clusters Score -1.331331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -13313309.000000 Penalty: 5708.846191
	Iteration 28Q: 3 clusters Score -1.331331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -13313303.000000 Penalty: 5708.846191
	Iteration 29Q: 3 clusters Score -1.33133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -13313297.000000 Penalty: 5708.846191
	Iteration 30Q: 3 clusters Score -1.33133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -13313293.000000 Penalty: 5708.846191
	Iteration 31Q: 3 clusters Score -1.331329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -13313292.000000 Penalty: 5708.846191
	Iteration 32Q: 3 clusters Score -1.331329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -13313294.000000 Penalty: 5708.846191
	Iteration 33Q: 3 clusters Score -1.331329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -13313294.000000 Penalty: 5708.846191
	Iteration 34F: 3 clusters Score -1.331329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Entering Unmasked Estep 
Score: -16721042.000000 Penalty: 2914.618408
	Iteration 0F: 2 clusters Score -1.672104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -16636660.000000 Penalty: 5829.236816
	Iteration 0F: 3 clusters Score -1.663666e+07 nChanged 60528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -16671804.000000 Penalty: 5829.236816
	Iteration 1F: 3 clusters Score -1.66718e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -16673266.000000 Penalty: 5829.236816
	Iteration 2Q: 3 clusters Score -1.667327e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -16675247.000000 Penalty: 5829.236816
	Iteration 3Q: 3 clusters Score -1.667525e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -16677790.000000 Penalty: 5829.236816
	Iteration 4Q: 3 clusters Score -1.667779e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -16680837.000000 Penalty: 5829.236816
	Iteration 5F: 3 clusters Score -1.668084e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -16684275.000000 Penalty: 5829.236816
	Iteration 6F: 3 clusters Score -1.668428e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -16687442.000000 Penalty: 5829.236816
	Iteration 7F: 3 clusters Score -1.668744e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -16690044.000000 Penalty: 5829.236816
	Iteration 8F: 3 clusters Score -1.669004e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -16692503.000000 Penalty: 5829.236816
	Iteration 9Q: 3 clusters Score -1.66925e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -16695024.000000 Penalty: 5829.236816
	Iteration 10Q: 3 clusters Score -1.669502e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -16698354.000000 Penalty: 5829.236816
	Iteration 11Q: 3 clusters Score -1.669835e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -16702369.000000 Penalty: 5829.236816
	Iteration 12Q: 3 clusters Score -1.670237e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -16707242.000000 Penalty: 5829.236816
	Iteration 13Q: 3 clusters Score -1.670724e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119028 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -16712006.000000 Penalty: 5829.236816
	Iteration 14Q: 3 clusters Score -1.671201e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -16715373.000000 Penalty: 5829.236816
	Iteration 15Q: 3 clusters Score -1.671537e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -16716995.000000 Penalty: 5829.236816
	Iteration 16Q: 3 clusters Score -1.6717e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125794 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16717793.000000 Penalty: 5829.236816
	Iteration 17Q: 3 clusters Score -1.671779e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126214 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16718112.000000 Penalty: 5829.236816
	Iteration 18Q: 3 clusters Score -1.671811e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126382 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16718300.000000 Penalty: 5829.236816
	Iteration 19Q: 3 clusters Score -1.67183e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16718388.000000 Penalty: 5829.236816
	Iteration 20F: 3 clusters Score -1.671839e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16718406.000000 Penalty: 5829.236816
	Iteration 21Q: 3 clusters Score -1.671841e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16718432.000000 Penalty: 5829.236816
	Iteration 22Q: 3 clusters Score -1.671843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -16718454.000000 Penalty: 5829.236816
	Iteration 23Q: 3 clusters Score -1.671845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16718458.000000 Penalty: 5829.236816
	Iteration 24Q: 3 clusters Score -1.671846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16718472.000000 Penalty: 5829.236816
	Iteration 25Q: 3 clusters Score -1.671847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16718482.000000 Penalty: 5829.236816
	Iteration 26Q: 3 clusters Score -1.671848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16718483.000000 Penalty: 5829.236816
	Iteration 27Q: 3 clusters Score -1.671848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16718481.000000 Penalty: 5829.236816
	Iteration 28Q: 3 clusters Score -1.671848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -16718492.000000 Penalty: 5829.236816
	Iteration 29Q: 3 clusters Score -1.671849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16718488.000000 Penalty: 5829.236816
	Iteration 30Q: 3 clusters Score -1.671849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16718491.000000 Penalty: 5829.236816
	Iteration 31Q: 3 clusters Score -1.671849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16718495.000000 Penalty: 5829.236816
	Iteration 32Q: 3 clusters Score -1.67185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16718502.000000 Penalty: 5829.236816
	Iteration 33Q: 3 clusters Score -1.67185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16718513.000000 Penalty: 5829.236816
	Iteration 34Q: 3 clusters Score -1.671851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16718517.000000 Penalty: 5829.236816
	Iteration 35Q: 3 clusters Score -1.671852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16718520.000000 Penalty: 5829.236816
	Iteration 36Q: 3 clusters Score -1.671852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16718526.000000 Penalty: 5829.236816
	Iteration 37Q: 3 clusters Score -1.671853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16718529.000000 Penalty: 5829.236816
	Iteration 38Q: 3 clusters Score -1.671853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16718529.000000 Penalty: 5829.236816
	Iteration 39F: 3 clusters Score -1.671853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Entering Unmasked Estep 
Score: -17698246.000000 Penalty: 2941.930908
	Iteration 0F: 2 clusters Score -1.769825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -17603956.000000 Penalty: 5883.861816
	Iteration 0F: 3 clusters Score -1.760396e+07 nChanged 67536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -17643872.000000 Penalty: 5883.861816
	Iteration 1F: 3 clusters Score -1.764387e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -17646022.000000 Penalty: 5883.861816
	Iteration 2Q: 3 clusters Score -1.764602e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -17648960.000000 Penalty: 5883.861816
	Iteration 3Q: 3 clusters Score -1.764896e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -17652508.000000 Penalty: 5883.861816
	Iteration 4F: 3 clusters Score -1.765251e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -17656480.000000 Penalty: 5883.861816
	Iteration 5F: 3 clusters Score -1.765648e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -17659942.000000 Penalty: 5883.861816
	Iteration 6F: 3 clusters Score -1.765994e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -17663158.000000 Penalty: 5883.861816
	Iteration 7F: 3 clusters Score -1.766316e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -17665442.000000 Penalty: 5883.861816
	Iteration 8Q: 3 clusters Score -1.766544e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -17667454.000000 Penalty: 5883.861816
	Iteration 9Q: 3 clusters Score -1.766745e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -17669202.000000 Penalty: 5883.861816
	Iteration 10Q: 3 clusters Score -1.76692e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -17670852.000000 Penalty: 5883.861816
	Iteration 11Q: 3 clusters Score -1.767085e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -17672594.000000 Penalty: 5883.861816
	Iteration 12Q: 3 clusters Score -1.767259e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -17674786.000000 Penalty: 5883.861816
	Iteration 13Q: 3 clusters Score -1.767479e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -17677380.000000 Penalty: 5883.861816
	Iteration 14Q: 3 clusters Score -1.767738e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -17680696.000000 Penalty: 5883.861816
	Iteration 15Q: 3 clusters Score -1.76807e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -17684274.000000 Penalty: 5883.861816
	Iteration 16Q: 3 clusters Score -1.768427e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 126754 members 
Entering Unmasked Estep 
Score: -17687726.000000 Penalty: 5883.861816
	Iteration 17Q: 3 clusters Score -1.768773e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -17690844.000000 Penalty: 5883.861816
	Iteration 18Q: 3 clusters Score -1.769084e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -17693076.000000 Penalty: 5883.861816
	Iteration 19Q: 3 clusters Score -1.769308e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -17694700.000000 Penalty: 5883.861816
	Iteration 20F: 3 clusters Score -1.76947e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -17695588.000000 Penalty: 5883.861816
	Iteration 21Q: 3 clusters Score -1.769559e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -17696182.000000 Penalty: 5883.861816
	Iteration 22Q: 3 clusters Score -1.769618e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 139727 members 
Entering Unmasked Estep 
Score: -17696520.000000 Penalty: 5883.861816
	Iteration 23Q: 3 clusters Score -1.769652e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -17696764.000000 Penalty: 5883.861816
	Iteration 24Q: 3 clusters Score -1.769676e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -17696932.000000 Penalty: 5883.861816
	Iteration 25Q: 3 clusters Score -1.769693e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 140242 members 
Entering Unmasked Estep 
Score: -17697014.000000 Penalty: 5883.861816
	Iteration 26Q: 3 clusters Score -1.769701e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 140297 members 
Entering Unmasked Estep 
Score: -17697090.000000 Penalty: 5883.861816
	Iteration 27Q: 3 clusters Score -1.769709e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -17697134.000000 Penalty: 5883.861816
	Iteration 28Q: 3 clusters Score -1.769713e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 140341 members 
Entering Unmasked Estep 
Score: -17697154.000000 Penalty: 5883.861816
	Iteration 29Q: 3 clusters Score -1.769715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -17697164.000000 Penalty: 5883.861816
	Iteration 30Q: 3 clusters Score -1.769716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -17697186.000000 Penalty: 5883.861816
	Iteration 31Q: 3 clusters Score -1.769719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 140360 members 
Entering Unmasked Estep 
Score: -17697208.000000 Penalty: 5883.861816
	Iteration 32Q: 3 clusters Score -1.769721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 140361 members 
Entering Unmasked Estep 
Score: -17697228.000000 Penalty: 5883.861816
	Iteration 33Q: 3 clusters Score -1.769723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 140368 members 
Entering Unmasked Estep 
Score: -17697252.000000 Penalty: 5883.861816
	Iteration 34Q: 3 clusters Score -1.769725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -17697262.000000 Penalty: 5883.861816
	Iteration 35Q: 3 clusters Score -1.769726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -17697266.000000 Penalty: 5883.861816
	Iteration 36Q: 3 clusters Score -1.769727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -17697274.000000 Penalty: 5883.861816
	Iteration 37Q: 3 clusters Score -1.769727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 140379 members 
Entering Unmasked Estep 
Score: -17697284.000000 Penalty: 5883.861816
	Iteration 38Q: 3 clusters Score -1.769728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -17697276.000000 Penalty: 5883.861816
	Iteration 39Q: 3 clusters Score -1.769728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -17697278.000000 Penalty: 5883.861816
	Iteration 40F: 3 clusters Score -1.769728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 140374 members 
Entering Unmasked Estep 
Score: -17697278.000000 Penalty: 5883.861816
	Iteration 41Q: 3 clusters Score -1.769728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -17697274.000000 Penalty: 5883.861816
	Iteration 42Q: 3 clusters Score -1.769727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -17697276.000000 Penalty: 5883.861816
	Iteration 43Q: 3 clusters Score -1.769728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -17697272.000000 Penalty: 5883.861816
	Iteration 44Q: 3 clusters Score -1.769727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -17697272.000000 Penalty: 5883.861816
	Iteration 45F: 3 clusters Score -1.769727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -68583.695312 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -68583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67044.695312 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -67044.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67272.242188 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -67272.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67358.203125 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -67358.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67400.914062 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -67400.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67415.906250 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -67415.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67426.132812 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -67426.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67436.484375 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -67436.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67441.148438 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -67441.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67441.148438 Penalty: 3133.313721
	Iteration 8F: 3 clusters Score -67441.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -546366.437500 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -546366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -542174.937500 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -542174.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -543257.625000 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -543257.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -543629.250000 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -543629.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -543988.000000 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -543988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -544388.375000 Penalty: 4166.615723
	Iteration 4F: 3 clusters Score -544388.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -544814.000000 Penalty: 4166.615723
	Iteration 5F: 3 clusters Score -544814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -545087.937500 Penalty: 4166.615723
	Iteration 6F: 3 clusters Score -545087.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -545239.187500 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -545239.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -545380.000000 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -545380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -545470.000000 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -545470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -545543.062500 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -545543.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -545589.625000 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -545589.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -545618.062500 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -545618.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -545644.687500 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -545644.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -545679.812500 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -545679.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -545731.250000 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -545731.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -545778.562500 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -545778.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -545803.937500 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -545803.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -545829.750000 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -545829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -545851.937500 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -545851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -545876.562500 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -545876.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -545896.062500 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -545896.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -545910.625000 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -545910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -545918.625000 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -545918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -545924.312500 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -545924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -545930.687500 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -545930.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -545936.500000 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -545936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -545940.000000 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -545940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -545942.000000 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -545942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -545946.125000 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -545946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -545946.812500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -545946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -545948.125000 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -545948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -545947.687500 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -545947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -545949.000000 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -545949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -545949.875000 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -545949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -545952.625000 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -545952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -545954.625000 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -545954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -545956.125000 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -545956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -545957.375000 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -545957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -545959.000000 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -545959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -545960.125000 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -545960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -545960.500000 Penalty: 4166.615723
	Iteration 41Q: 3 clusters Score -545960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -545961.687500 Penalty: 4166.615723
	Iteration 42Q: 3 clusters Score -545961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -545964.625000 Penalty: 4166.615723
	Iteration 43Q: 3 clusters Score -545964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -545965.500000 Penalty: 4166.615723
	Iteration 44Q: 3 clusters Score -545965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -545966.875000 Penalty: 4166.615723
	Iteration 45Q: 3 clusters Score -545966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -545967.500000 Penalty: 4166.615723
	Iteration 46Q: 3 clusters Score -545967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -545967.500000 Penalty: 4166.615723
	Iteration 47F: 3 clusters Score -545967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Entering Unmasked Estep 
Score: -2520126.250000 Penalty: 2438.959229
	Iteration 0F: 2 clusters Score -2520126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2506976.000000 Penalty: 4877.918457
	Iteration 0F: 3 clusters Score -2506976 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2511196.000000 Penalty: 4877.918457
	Iteration 1F: 3 clusters Score -2511196 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2511670.250000 Penalty: 4877.918457
	Iteration 2F: 3 clusters Score -2511670 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2512159.500000 Penalty: 4877.918457
	Iteration 3F: 3 clusters Score -2512160 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2512624.250000 Penalty: 4877.918457
	Iteration 4F: 3 clusters Score -2512624 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2513116.250000 Penalty: 4877.918457
	Iteration 5F: 3 clusters Score -2513116 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2513627.250000 Penalty: 4877.918457
	Iteration 6F: 3 clusters Score -2513627 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2514252.750000 Penalty: 4877.918457
	Iteration 7F: 3 clusters Score -2514253 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2514941.750000 Penalty: 4877.918457
	Iteration 8F: 3 clusters Score -2514942 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2515651.500000 Penalty: 4877.918457
	Iteration 9F: 3 clusters Score -2515652 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2516257.250000 Penalty: 4877.918457
	Iteration 10Q: 3 clusters Score -2516257 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2516680.750000 Penalty: 4877.918457
	Iteration 11Q: 3 clusters Score -2516681 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2517044.250000 Penalty: 4877.918457
	Iteration 12Q: 3 clusters Score -2517044 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2517350.000000 Penalty: 4877.918457
	Iteration 13Q: 3 clusters Score -2517350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2517614.750000 Penalty: 4877.918457
	Iteration 14Q: 3 clusters Score -2517615 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2517835.250000 Penalty: 4877.918457
	Iteration 15Q: 3 clusters Score -2517835 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2518027.250000 Penalty: 4877.918457
	Iteration 16Q: 3 clusters Score -2518027 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2518182.000000 Penalty: 4877.918457
	Iteration 17Q: 3 clusters Score -2518182 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2518298.750000 Penalty: 4877.918457
	Iteration 18Q: 3 clusters Score -2518299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2518381.750000 Penalty: 4877.918457
	Iteration 19Q: 3 clusters Score -2518382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2518440.750000 Penalty: 4877.918457
	Iteration 20F: 3 clusters Score -2518441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2518472.000000 Penalty: 4877.918457
	Iteration 21Q: 3 clusters Score -2518472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2518494.500000 Penalty: 4877.918457
	Iteration 22Q: 3 clusters Score -2518494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2518511.500000 Penalty: 4877.918457
	Iteration 23Q: 3 clusters Score -2518512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2518531.000000 Penalty: 4877.918457
	Iteration 24Q: 3 clusters Score -2518531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2518551.000000 Penalty: 4877.918457
	Iteration 25Q: 3 clusters Score -2518551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2518564.750000 Penalty: 4877.918457
	Iteration 26Q: 3 clusters Score -2518565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2518573.000000 Penalty: 4877.918457
	Iteration 27Q: 3 clusters Score -2518573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2518584.750000 Penalty: 4877.918457
	Iteration 28Q: 3 clusters Score -2518585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2518597.000000 Penalty: 4877.918457
	Iteration 29Q: 3 clusters Score -2518597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2518613.750000 Penalty: 4877.918457
	Iteration 30Q: 3 clusters Score -2518614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2518630.250000 Penalty: 4877.918457
	Iteration 31Q: 3 clusters Score -2518630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2518643.250000 Penalty: 4877.918457
	Iteration 32Q: 3 clusters Score -2518643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2518650.500000 Penalty: 4877.918457
	Iteration 33Q: 3 clusters Score -2518650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2518658.250000 Penalty: 4877.918457
	Iteration 34Q: 3 clusters Score -2518658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2518669.750000 Penalty: 4877.918457
	Iteration 35Q: 3 clusters Score -2518670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2518676.000000 Penalty: 4877.918457
	Iteration 36Q: 3 clusters Score -2518676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2518681.500000 Penalty: 4877.918457
	Iteration 37Q: 3 clusters Score -2518682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2518684.000000 Penalty: 4877.918457
	Iteration 38Q: 3 clusters Score -2518684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2518686.750000 Penalty: 4877.918457
	Iteration 39Q: 3 clusters Score -2518687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2518687.750000 Penalty: 4877.918457
	Iteration 40F: 3 clusters Score -2518688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2518689.750000 Penalty: 4877.918457
	Iteration 41Q: 3 clusters Score -2518690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2518693.000000 Penalty: 4877.918457
	Iteration 42Q: 3 clusters Score -2518693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2518699.000000 Penalty: 4877.918457
	Iteration 43Q: 3 clusters Score -2518699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2518701.250000 Penalty: 4877.918457
	Iteration 44Q: 3 clusters Score -2518701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2518700.750000 Penalty: 4877.918457
	Iteration 45Q: 3 clusters Score -2518701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2518704.500000 Penalty: 4877.918457
	Iteration 46Q: 3 clusters Score -2518704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2518704.750000 Penalty: 4877.918457
	Iteration 47Q: 3 clusters Score -2518705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2518707.250000 Penalty: 4877.918457
	Iteration 48Q: 3 clusters Score -2518707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2518707.250000 Penalty: 4877.918457
	Iteration 49F: 3 clusters Score -2518707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Entering Unmasked Estep 
Score: -13538822.000000 Penalty: 2858.043701
	Iteration 0F: 2 clusters Score -1.353882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -13471062.000000 Penalty: 5716.087402
	Iteration 0F: 3 clusters Score -1.347106e+07 nChanged 47902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -13498580.000000 Penalty: 5716.087402
	Iteration 1F: 3 clusters Score -1.349858e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -13499293.000000 Penalty: 5716.087402
	Iteration 2Q: 3 clusters Score -1.349929e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -13500137.000000 Penalty: 5716.087402
	Iteration 3Q: 3 clusters Score -1.350014e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -13501178.000000 Penalty: 5716.087402
	Iteration 4Q: 3 clusters Score -1.350118e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -13502599.000000 Penalty: 5716.087402
	Iteration 5Q: 3 clusters Score -1.35026e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -13504728.000000 Penalty: 5716.087402
	Iteration 6Q: 3 clusters Score -1.350473e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -13507996.000000 Penalty: 5716.087402
	Iteration 7F: 3 clusters Score -1.3508e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -13512803.000000 Penalty: 5716.087402
	Iteration 8F: 3 clusters Score -1.35128e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -13518942.000000 Penalty: 5716.087402
	Iteration 9F: 3 clusters Score -1.351894e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -13525457.000000 Penalty: 5716.087402
	Iteration 10F: 3 clusters Score -1.352546e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -13530439.000000 Penalty: 5716.087402
	Iteration 11F: 3 clusters Score -1.353044e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -13533490.000000 Penalty: 5716.087402
	Iteration 12Q: 3 clusters Score -1.353349e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -13534963.000000 Penalty: 5716.087402
	Iteration 13Q: 3 clusters Score -1.353496e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -13535691.000000 Penalty: 5716.087402
	Iteration 14Q: 3 clusters Score -1.353569e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -13536015.000000 Penalty: 5716.087402
	Iteration 15Q: 3 clusters Score -1.353602e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -13536162.000000 Penalty: 5716.087402
	Iteration 16Q: 3 clusters Score -1.353616e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -13536230.000000 Penalty: 5716.087402
	Iteration 17Q: 3 clusters Score -1.353623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -13536266.000000 Penalty: 5716.087402
	Iteration 18Q: 3 clusters Score -1.353627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -13536313.000000 Penalty: 5716.087402
	Iteration 19Q: 3 clusters Score -1.353631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -13536355.000000 Penalty: 5716.087402
	Iteration 20F: 3 clusters Score -1.353636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -13536360.000000 Penalty: 5716.087402
	Iteration 21Q: 3 clusters Score -1.353636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -13536379.000000 Penalty: 5716.087402
	Iteration 22Q: 3 clusters Score -1.353638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -13536390.000000 Penalty: 5716.087402
	Iteration 23Q: 3 clusters Score -1.353639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -13536392.000000 Penalty: 5716.087402
	Iteration 24Q: 3 clusters Score -1.353639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -13536404.000000 Penalty: 5716.087402
	Iteration 25Q: 3 clusters Score -1.35364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -13536408.000000 Penalty: 5716.087402
	Iteration 26Q: 3 clusters Score -1.353641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -13536431.000000 Penalty: 5716.087402
	Iteration 27Q: 3 clusters Score -1.353643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -13536424.000000 Penalty: 5716.087402
	Iteration 28Q: 3 clusters Score -1.353642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -13536431.000000 Penalty: 5716.087402
	Iteration 29Q: 3 clusters Score -1.353643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -13536427.000000 Penalty: 5716.087402
	Iteration 30Q: 3 clusters Score -1.353643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -13536427.000000 Penalty: 5716.087402
	Iteration 31Q: 3 clusters Score -1.353643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -13536427.000000 Penalty: 5716.087402
	Iteration 32Q: 3 clusters Score -1.353643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -13536425.000000 Penalty: 5716.087402
	Iteration 33Q: 3 clusters Score -1.353642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -13536442.000000 Penalty: 5716.087402
	Iteration 34Q: 3 clusters Score -1.353644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -13536455.000000 Penalty: 5716.087402
	Iteration 35Q: 3 clusters Score -1.353646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -13536461.000000 Penalty: 5716.087402
	Iteration 36Q: 3 clusters Score -1.353646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -13536459.000000 Penalty: 5716.087402
	Iteration 37Q: 3 clusters Score -1.353646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -13536461.000000 Penalty: 5716.087402
	Iteration 38Q: 3 clusters Score -1.353646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -13536459.000000 Penalty: 5716.087402
	Iteration 39Q: 3 clusters Score -1.353646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -13536467.000000 Penalty: 5716.087402
	Iteration 40F: 3 clusters Score -1.353647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -13536465.000000 Penalty: 5716.087402
	Iteration 41Q: 3 clusters Score -1.353646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -13536465.000000 Penalty: 5716.087402
	Iteration 42F: 3 clusters Score -1.353646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -690738.500000 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -690738.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -685864.437500 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -685864.4 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -687086.375000 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -687086.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -687347.812500 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -687347.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -687531.937500 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -687531.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -687705.875000 Penalty: 4277.985352
	Iteration 4Q: 3 clusters Score -687705.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -687902.062500 Penalty: 4277.985352
	Iteration 5Q: 3 clusters Score -687902.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -688082.125000 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -688082.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -688308.625000 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -688308.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -688589.062500 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -688589.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -688925.312500 Penalty: 4277.985352
	Iteration 9F: 3 clusters Score -688925.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -689207.000000 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -689207 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -689416.562500 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -689416.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -689536.187500 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -689536.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -689606.437500 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -689606.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -689651.312500 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -689651.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -689684.250000 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -689684.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -689709.062500 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -689709.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -689726.062500 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -689726.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -689734.437500 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -689734.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -689743.437500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -689743.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -689753.937500 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -689753.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -689767.187500 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -689767.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -689777.312500 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -689777.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -689786.375000 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -689786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -689792.562500 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -689792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -689796.875000 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -689796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -689799.937500 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -689799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -689803.500000 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -689803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -689804.187500 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -689804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -689809.625000 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -689809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -689812.500000 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -689812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -689813.687500 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -689813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -689814.875000 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -689814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -689817.500000 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -689817.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -689821.125000 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -689821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -689826.562500 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -689826.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -689829.187500 Penalty: 4277.985352
	Iteration 36Q: 3 clusters Score -689829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -689830.500000 Penalty: 4277.985352
	Iteration 37Q: 3 clusters Score -689830.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -689838.437500 Penalty: 4277.985352
	Iteration 38Q: 3 clusters Score -689838.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -689847.937500 Penalty: 4277.985352
	Iteration 39Q: 3 clusters Score -689847.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -689858.500000 Penalty: 4277.985352
	Iteration 40F: 3 clusters Score -689858.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -689871.437500 Penalty: 4277.985352
	Iteration 41Q: 3 clusters Score -689871.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -689880.500000 Penalty: 4277.985352
	Iteration 42Q: 3 clusters Score -689880.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -689891.312500 Penalty: 4277.985352
	Iteration 43Q: 3 clusters Score -689891.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -689908.437500 Penalty: 4277.985352
	Iteration 44Q: 3 clusters Score -689908.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -689923.750000 Penalty: 4277.985352
	Iteration 45Q: 3 clusters Score -689923.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -689940.875000 Penalty: 4277.985352
	Iteration 46Q: 3 clusters Score -689940.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -689960.500000 Penalty: 4277.985352
	Iteration 47Q: 3 clusters Score -689960.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -689981.000000 Penalty: 4277.985352
	Iteration 48Q: 3 clusters Score -689981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -689999.687500 Penalty: 4277.985352
	Iteration 49Q: 3 clusters Score -689999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -690016.500000 Penalty: 4277.985352
	Iteration 50Q: 3 clusters Score -690016.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -690042.062500 Penalty: 4277.985352
	Iteration 51Q: 3 clusters Score -690042.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -690074.625000 Penalty: 4277.985352
	Iteration 52Q: 3 clusters Score -690074.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -690104.437500 Penalty: 4277.985352
	Iteration 53Q: 3 clusters Score -690104.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -690120.125000 Penalty: 4277.985352
	Iteration 54Q: 3 clusters Score -690120.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -690133.937500 Penalty: 4277.985352
	Iteration 55Q: 3 clusters Score -690133.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -690142.187500 Penalty: 4277.985352
	Iteration 56Q: 3 clusters Score -690142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -690145.312500 Penalty: 4277.985352
	Iteration 57Q: 3 clusters Score -690145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -690149.750000 Penalty: 4277.985352
	Iteration 58Q: 3 clusters Score -690149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -690151.625000 Penalty: 4277.985352
	Iteration 59Q: 3 clusters Score -690151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -690154.937500 Penalty: 4277.985352
	Iteration 60F: 3 clusters Score -690154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -690155.875000 Penalty: 4277.985352
	Iteration 61Q: 3 clusters Score -690155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -690156.062500 Penalty: 4277.985352
	Iteration 62Q: 3 clusters Score -690156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -690156.062500 Penalty: 4277.985352
	Iteration 63F: 3 clusters Score -690156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -55965.804688 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -55965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54533.316406 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -54533.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54711.914062 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -54711.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54821.382812 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -54821.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54868.601562 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -54868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54889.648438 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -54889.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54909.285156 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -54909.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54930.871094 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -54930.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54947.707031 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -54947.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54958.468750 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -54958.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54980.363281 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -54980.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55002.875000 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -55002.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55006.691406 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -55006.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55008.281250 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -55008.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55008.281250 Penalty: 3036.756348
	Iteration 13F: 3 clusters Score -55008.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Entering Unmasked Estep 
Score: -1800362.000000 Penalty: 2365.313721
	Iteration 0F: 2 clusters Score -1800362 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 7062 members 
Entering Unmasked Estep 
Score: -1790277.625000 Penalty: 4730.627441
	Iteration 0F: 3 clusters Score -1790278 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1793565.250000 Penalty: 4730.627441
	Iteration 1F: 3 clusters Score -1793565 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1794062.125000 Penalty: 4730.627441
	Iteration 2F: 3 clusters Score -1794062 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1794576.250000 Penalty: 4730.627441
	Iteration 3F: 3 clusters Score -1794576 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1795169.750000 Penalty: 4730.627441
	Iteration 4F: 3 clusters Score -1795170 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1795787.250000 Penalty: 4730.627441
	Iteration 5F: 3 clusters Score -1795787 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1796342.750000 Penalty: 4730.627441
	Iteration 6F: 3 clusters Score -1796343 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1796807.125000 Penalty: 4730.627441
	Iteration 7Q: 3 clusters Score -1796807 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1797188.625000 Penalty: 4730.627441
	Iteration 8Q: 3 clusters Score -1797189 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1797502.625000 Penalty: 4730.627441
	Iteration 9Q: 3 clusters Score -1797503 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1797767.250000 Penalty: 4730.627441
	Iteration 10Q: 3 clusters Score -1797767 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1797995.250000 Penalty: 4730.627441
	Iteration 11Q: 3 clusters Score -1797995 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1798245.875000 Penalty: 4730.627441
	Iteration 12Q: 3 clusters Score -1798246 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1798481.500000 Penalty: 4730.627441
	Iteration 13Q: 3 clusters Score -1798482 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1798715.375000 Penalty: 4730.627441
	Iteration 14Q: 3 clusters Score -1798715 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1798923.250000 Penalty: 4730.627441
	Iteration 15Q: 3 clusters Score -1798923 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1799093.375000 Penalty: 4730.627441
	Iteration 16Q: 3 clusters Score -1799093 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1799193.250000 Penalty: 4730.627441
	Iteration 17Q: 3 clusters Score -1799193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1799271.000000 Penalty: 4730.627441
	Iteration 18Q: 3 clusters Score -1799271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1799326.375000 Penalty: 4730.627441
	Iteration 19Q: 3 clusters Score -1799326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799356.250000 Penalty: 4730.627441
	Iteration 20F: 3 clusters Score -1799356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1799377.000000 Penalty: 4730.627441
	Iteration 21Q: 3 clusters Score -1799377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1799380.625000 Penalty: 4730.627441
	Iteration 22Q: 3 clusters Score -1799381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1799390.625000 Penalty: 4730.627441
	Iteration 23Q: 3 clusters Score -1799391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1799393.125000 Penalty: 4730.627441
	Iteration 24Q: 3 clusters Score -1799393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1799394.000000 Penalty: 4730.627441
	Iteration 25Q: 3 clusters Score -1799394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799398.750000 Penalty: 4730.627441
	Iteration 26Q: 3 clusters Score -1799399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799396.500000 Penalty: 4730.627441
	Iteration 27Q: 3 clusters Score -1799396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1799396.375000 Penalty: 4730.627441
	Iteration 28Q: 3 clusters Score -1799396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1799397.000000 Penalty: 4730.627441
	Iteration 29Q: 3 clusters Score -1799397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1799397.375000 Penalty: 4730.627441
	Iteration 30Q: 3 clusters Score -1799397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799395.875000 Penalty: 4730.627441
	Iteration 31Q: 3 clusters Score -1799396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799397.625000 Penalty: 4730.627441
	Iteration 32Q: 3 clusters Score -1799398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1799397.625000 Penalty: 4730.627441
	Iteration 33F: 3 clusters Score -1799398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Entering Unmasked Estep 
Score: -2664852.500000 Penalty: 2452.719238
	Iteration 0F: 2 clusters Score -2664852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2650963.250000 Penalty: 4905.438477
	Iteration 0F: 3 clusters Score -2650963 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2655536.750000 Penalty: 4905.438477
	Iteration 1F: 3 clusters Score -2655537 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2655982.250000 Penalty: 4905.438477
	Iteration 2F: 3 clusters Score -2655982 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2656396.250000 Penalty: 4905.438477
	Iteration 3F: 3 clusters Score -2656396 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2656868.500000 Penalty: 4905.438477
	Iteration 4Q: 3 clusters Score -2656868 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2657440.500000 Penalty: 4905.438477
	Iteration 5F: 3 clusters Score -2657440 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2658108.250000 Penalty: 4905.438477
	Iteration 6F: 3 clusters Score -2658108 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2658862.250000 Penalty: 4905.438477
	Iteration 7F: 3 clusters Score -2658862 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2659699.500000 Penalty: 4905.438477
	Iteration 8F: 3 clusters Score -2659700 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2660478.500000 Penalty: 4905.438477
	Iteration 9F: 3 clusters Score -2660478 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2661166.250000 Penalty: 4905.438477
	Iteration 10Q: 3 clusters Score -2661166 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2661650.750000 Penalty: 4905.438477
	Iteration 11Q: 3 clusters Score -2661651 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2661924.250000 Penalty: 4905.438477
	Iteration 12Q: 3 clusters Score -2661924 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2662076.250000 Penalty: 4905.438477
	Iteration 13Q: 3 clusters Score -2662076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2662167.750000 Penalty: 4905.438477
	Iteration 14Q: 3 clusters Score -2662168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2662224.250000 Penalty: 4905.438477
	Iteration 15Q: 3 clusters Score -2662224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2662276.250000 Penalty: 4905.438477
	Iteration 16Q: 3 clusters Score -2662276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2662321.250000 Penalty: 4905.438477
	Iteration 17Q: 3 clusters Score -2662321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2662360.250000 Penalty: 4905.438477
	Iteration 18Q: 3 clusters Score -2662360 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2662399.750000 Penalty: 4905.438477
	Iteration 19Q: 3 clusters Score -2662400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2662432.250000 Penalty: 4905.438477
	Iteration 20F: 3 clusters Score -2662432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2662452.000000 Penalty: 4905.438477
	Iteration 21Q: 3 clusters Score -2662452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2662478.750000 Penalty: 4905.438477
	Iteration 22Q: 3 clusters Score -2662479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2662496.250000 Penalty: 4905.438477
	Iteration 23Q: 3 clusters Score -2662496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2662519.250000 Penalty: 4905.438477
	Iteration 24Q: 3 clusters Score -2662519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2662537.500000 Penalty: 4905.438477
	Iteration 25Q: 3 clusters Score -2662538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2662551.250000 Penalty: 4905.438477
	Iteration 26Q: 3 clusters Score -2662551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2662567.500000 Penalty: 4905.438477
	Iteration 27Q: 3 clusters Score -2662568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2662582.750000 Penalty: 4905.438477
	Iteration 28Q: 3 clusters Score -2662583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2662583.750000 Penalty: 4905.438477
	Iteration 29Q: 3 clusters Score -2662584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2662596.000000 Penalty: 4905.438477
	Iteration 30Q: 3 clusters Score -2662596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2662606.250000 Penalty: 4905.438477
	Iteration 31Q: 3 clusters Score -2662606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2662610.000000 Penalty: 4905.438477
	Iteration 32Q: 3 clusters Score -2662610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2662616.250000 Penalty: 4905.438477
	Iteration 33Q: 3 clusters Score -2662616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2662618.250000 Penalty: 4905.438477
	Iteration 34Q: 3 clusters Score -2662618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2662626.250000 Penalty: 4905.438477
	Iteration 35Q: 3 clusters Score -2662626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2662631.250000 Penalty: 4905.438477
	Iteration 36Q: 3 clusters Score -2662631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2662634.750000 Penalty: 4905.438477
	Iteration 37Q: 3 clusters Score -2662635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2662630.500000 Penalty: 4905.438477
	Iteration 38Q: 3 clusters Score -2662630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2662636.250000 Penalty: 4905.438477
	Iteration 39Q: 3 clusters Score -2662636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2662639.250000 Penalty: 4905.438477
	Iteration 40F: 3 clusters Score -2662639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2662638.750000 Penalty: 4905.438477
	Iteration 41Q: 3 clusters Score -2662639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2662650.750000 Penalty: 4905.438477
	Iteration 42Q: 3 clusters Score -2662651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2662653.250000 Penalty: 4905.438477
	Iteration 43Q: 3 clusters Score -2662653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2662654.250000 Penalty: 4905.438477
	Iteration 44Q: 3 clusters Score -2662654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2662662.750000 Penalty: 4905.438477
	Iteration 45Q: 3 clusters Score -2662663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2662668.500000 Penalty: 4905.438477
	Iteration 46Q: 3 clusters Score -2662668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2662676.000000 Penalty: 4905.438477
	Iteration 47Q: 3 clusters Score -2662676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2662679.750000 Penalty: 4905.438477
	Iteration 48Q: 3 clusters Score -2662680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2662681.000000 Penalty: 4905.438477
	Iteration 49Q: 3 clusters Score -2662681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2662686.750000 Penalty: 4905.438477
	Iteration 50Q: 3 clusters Score -2662687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2662692.250000 Penalty: 4905.438477
	Iteration 51Q: 3 clusters Score -2662692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2662694.000000 Penalty: 4905.438477
	Iteration 52Q: 3 clusters Score -2662694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2662698.750000 Penalty: 4905.438477
	Iteration 53Q: 3 clusters Score -2662699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2662701.250000 Penalty: 4905.438477
	Iteration 54Q: 3 clusters Score -2662701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2662700.750000 Penalty: 4905.438477
	Iteration 55Q: 3 clusters Score -2662701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2662699.250000 Penalty: 4905.438477
	Iteration 56Q: 3 clusters Score -2662699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2662701.250000 Penalty: 4905.438477
	Iteration 57Q: 3 clusters Score -2662701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2662704.750000 Penalty: 4905.438477
	Iteration 58Q: 3 clusters Score -2662705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2662704.500000 Penalty: 4905.438477
	Iteration 59Q: 3 clusters Score -2662704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2662706.000000 Penalty: 4905.438477
	Iteration 60F: 3 clusters Score -2662706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2662704.250000 Penalty: 4905.438477
	Iteration 61Q: 3 clusters Score -2662704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2662704.000000 Penalty: 4905.438477
	Iteration 62Q: 3 clusters Score -2662704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2662704.000000 Penalty: 4905.438477
	Iteration 63F: 3 clusters Score -2662704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (93143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Entering Unmasked Estep 
Score: -12416358.000000 Penalty: 2837.589111
	Iteration 0F: 2 clusters Score -1.241636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -12354524.000000 Penalty: 5675.178223
	Iteration 0F: 3 clusters Score -1.235452e+07 nChanged 43828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -12379299.000000 Penalty: 5675.178223
	Iteration 1F: 3 clusters Score -1.23793e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -12380107.000000 Penalty: 5675.178223
	Iteration 2Q: 3 clusters Score -1.238011e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -12381096.000000 Penalty: 5675.178223
	Iteration 3Q: 3 clusters Score -1.23811e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -12382753.000000 Penalty: 5675.178223
	Iteration 4Q: 3 clusters Score -1.238275e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -12385294.000000 Penalty: 5675.178223
	Iteration 5F: 3 clusters Score -1.238529e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -12389213.000000 Penalty: 5675.178223
	Iteration 6F: 3 clusters Score -1.238921e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -12394046.000000 Penalty: 5675.178223
	Iteration 7F: 3 clusters Score -1.239405e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -12399177.000000 Penalty: 5675.178223
	Iteration 8F: 3 clusters Score -1.239918e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -12403585.000000 Penalty: 5675.178223
	Iteration 9F: 3 clusters Score -1.240358e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -12406349.000000 Penalty: 5675.178223
	Iteration 10Q: 3 clusters Score -1.240635e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -12407892.000000 Penalty: 5675.178223
	Iteration 11Q: 3 clusters Score -1.240789e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -12409012.000000 Penalty: 5675.178223
	Iteration 12Q: 3 clusters Score -1.240901e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -12409842.000000 Penalty: 5675.178223
	Iteration 13Q: 3 clusters Score -1.240984e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -12410504.000000 Penalty: 5675.178223
	Iteration 14Q: 3 clusters Score -1.24105e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -12411206.000000 Penalty: 5675.178223
	Iteration 15Q: 3 clusters Score -1.241121e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -12411814.000000 Penalty: 5675.178223
	Iteration 16Q: 3 clusters Score -1.241181e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -12412408.000000 Penalty: 5675.178223
	Iteration 17Q: 3 clusters Score -1.241241e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -12412953.000000 Penalty: 5675.178223
	Iteration 18Q: 3 clusters Score -1.241295e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -12413408.000000 Penalty: 5675.178223
	Iteration 19Q: 3 clusters Score -1.241341e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -12413689.000000 Penalty: 5675.178223
	Iteration 20F: 3 clusters Score -1.241369e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -12413942.000000 Penalty: 5675.178223
	Iteration 21Q: 3 clusters Score -1.241394e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -12414100.000000 Penalty: 5675.178223
	Iteration 22Q: 3 clusters Score -1.24141e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -12414127.000000 Penalty: 5675.178223
	Iteration 23Q: 3 clusters Score -1.241413e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -12414215.000000 Penalty: 5675.178223
	Iteration 24Q: 3 clusters Score -1.241422e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -12414263.000000 Penalty: 5675.178223
	Iteration 25Q: 3 clusters Score -1.241426e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -12414319.000000 Penalty: 5675.178223
	Iteration 26Q: 3 clusters Score -1.241432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -12414336.000000 Penalty: 5675.178223
	Iteration 27Q: 3 clusters Score -1.241434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -12414337.000000 Penalty: 5675.178223
	Iteration 28Q: 3 clusters Score -1.241434e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -12414344.000000 Penalty: 5675.178223
	Iteration 29Q: 3 clusters Score -1.241434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -12414355.000000 Penalty: 5675.178223
	Iteration 30Q: 3 clusters Score -1.241436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -12414357.000000 Penalty: 5675.178223
	Iteration 31Q: 3 clusters Score -1.241436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -12414363.000000 Penalty: 5675.178223
	Iteration 32Q: 3 clusters Score -1.241436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -12414366.000000 Penalty: 5675.178223
	Iteration 33Q: 3 clusters Score -1.241437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -12414370.000000 Penalty: 5675.178223
	Iteration 34Q: 3 clusters Score -1.241437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -12414372.000000 Penalty: 5675.178223
	Iteration 35Q: 3 clusters Score -1.241437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -12414371.000000 Penalty: 5675.178223
	Iteration 36Q: 3 clusters Score -1.241437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -12414376.000000 Penalty: 5675.178223
	Iteration 37Q: 3 clusters Score -1.241438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -12414373.000000 Penalty: 5675.178223
	Iteration 38Q: 3 clusters Score -1.241437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -12414373.000000 Penalty: 5675.178223
	Iteration 39Q: 3 clusters Score -1.241437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -12414368.000000 Penalty: 5675.178223
	Iteration 40F: 3 clusters Score -1.241437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -12414372.000000 Penalty: 5675.178223
	Iteration 41Q: 3 clusters Score -1.241437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -12414380.000000 Penalty: 5675.178223
	Iteration 42Q: 3 clusters Score -1.241438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -12414381.000000 Penalty: 5675.178223
	Iteration 43Q: 3 clusters Score -1.241438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -12414386.000000 Penalty: 5675.178223
	Iteration 44Q: 3 clusters Score -1.241439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -12414371.000000 Penalty: 5675.178223
	Iteration 45Q: 3 clusters Score -1.241437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -12414386.000000 Penalty: 5675.178223
	Iteration 46Q: 3 clusters Score -1.241439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -12414376.000000 Penalty: 5675.178223
	Iteration 47Q: 3 clusters Score -1.241438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -12414390.000000 Penalty: 5675.178223
	Iteration 48Q: 3 clusters Score -1.241439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -12414390.000000 Penalty: 5675.178223
	Iteration 49Q: 3 clusters Score -1.241439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -12414400.000000 Penalty: 5675.178223
	Iteration 50Q: 3 clusters Score -1.24144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12414404.000000 Penalty: 5675.178223
	Iteration 51Q: 3 clusters Score -1.24144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -12414402.000000 Penalty: 5675.178223
	Iteration 52Q: 3 clusters Score -1.24144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -12414401.000000 Penalty: 5675.178223
	Iteration 53Q: 3 clusters Score -1.24144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -12414401.000000 Penalty: 5675.178223
	Iteration 54F: 3 clusters Score -1.24144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (68217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Entering Unmasked Estep 
Score: -9147226.000000 Penalty: 2760.351318
	Iteration 0F: 2 clusters Score -9147226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -9101521.000000 Penalty: 5520.702637
	Iteration 0F: 3 clusters Score -9101521 nChanged 31865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -9119426.000000 Penalty: 5520.702637
	Iteration 1F: 3 clusters Score -9119426 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9120334.000000 Penalty: 5520.702637
	Iteration 2Q: 3 clusters Score -9120334 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -9121776.000000 Penalty: 5520.702637
	Iteration 3Q: 3 clusters Score -9121776 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -9124084.000000 Penalty: 5520.702637
	Iteration 4F: 3 clusters Score -9124084 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -9127243.000000 Penalty: 5520.702637
	Iteration 5F: 3 clusters Score -9127243 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9131405.000000 Penalty: 5520.702637
	Iteration 6F: 3 clusters Score -9131405 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -9136437.000000 Penalty: 5520.702637
	Iteration 7F: 3 clusters Score -9136437 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9140807.000000 Penalty: 5520.702637
	Iteration 8F: 3 clusters Score -9140807 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9142635.000000 Penalty: 5520.702637
	Iteration 9Q: 3 clusters Score -9142635 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -9143405.000000 Penalty: 5520.702637
	Iteration 10Q: 3 clusters Score -9143405 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -9143838.000000 Penalty: 5520.702637
	Iteration 11Q: 3 clusters Score -9143838 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -9144127.000000 Penalty: 5520.702637
	Iteration 12Q: 3 clusters Score -9144127 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -9144275.000000 Penalty: 5520.702637
	Iteration 13Q: 3 clusters Score -9144275 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -9144367.000000 Penalty: 5520.702637
	Iteration 14Q: 3 clusters Score -9144367 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -9144452.000000 Penalty: 5520.702637
	Iteration 15Q: 3 clusters Score -9144452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -9144542.000000 Penalty: 5520.702637
	Iteration 16Q: 3 clusters Score -9144542 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9144586.000000 Penalty: 5520.702637
	Iteration 17Q: 3 clusters Score -9144586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -9144597.000000 Penalty: 5520.702637
	Iteration 18Q: 3 clusters Score -9144597 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -9144651.000000 Penalty: 5520.702637
	Iteration 19Q: 3 clusters Score -9144651 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -9144728.000000 Penalty: 5520.702637
	Iteration 20F: 3 clusters Score -9144728 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -9144751.000000 Penalty: 5520.702637
	Iteration 21Q: 3 clusters Score -9144751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -9144757.000000 Penalty: 5520.702637
	Iteration 22Q: 3 clusters Score -9144757 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -9144784.000000 Penalty: 5520.702637
	Iteration 23Q: 3 clusters Score -9144784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -9144859.000000 Penalty: 5520.702637
	Iteration 24Q: 3 clusters Score -9144859 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -9144917.000000 Penalty: 5520.702637
	Iteration 25Q: 3 clusters Score -9144917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -9144954.000000 Penalty: 5520.702637
	Iteration 26Q: 3 clusters Score -9144954 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -9144990.000000 Penalty: 5520.702637
	Iteration 27Q: 3 clusters Score -9144990 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -9145020.000000 Penalty: 5520.702637
	Iteration 28Q: 3 clusters Score -9145020 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -9145044.000000 Penalty: 5520.702637
	Iteration 29Q: 3 clusters Score -9145044 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -9145088.000000 Penalty: 5520.702637
	Iteration 30Q: 3 clusters Score -9145088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -9145121.000000 Penalty: 5520.702637
	Iteration 31Q: 3 clusters Score -9145121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -9145156.000000 Penalty: 5520.702637
	Iteration 32Q: 3 clusters Score -9145156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -9145172.000000 Penalty: 5520.702637
	Iteration 33Q: 3 clusters Score -9145172 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -9145179.000000 Penalty: 5520.702637
	Iteration 34Q: 3 clusters Score -9145179 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -9145198.000000 Penalty: 5520.702637
	Iteration 35Q: 3 clusters Score -9145198 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -9145228.000000 Penalty: 5520.702637
	Iteration 36Q: 3 clusters Score -9145228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -9145261.000000 Penalty: 5520.702637
	Iteration 37Q: 3 clusters Score -9145261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -9145263.000000 Penalty: 5520.702637
	Iteration 38Q: 3 clusters Score -9145263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -9145276.000000 Penalty: 5520.702637
	Iteration 39Q: 3 clusters Score -9145276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -9145296.000000 Penalty: 5520.702637
	Iteration 40F: 3 clusters Score -9145296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -9145327.000000 Penalty: 5520.702637
	Iteration 41Q: 3 clusters Score -9145327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -9145327.000000 Penalty: 5520.702637
	Iteration 42Q: 3 clusters Score -9145327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -9145312.000000 Penalty: 5520.702637
	Iteration 43Q: 3 clusters Score -9145312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -9145338.000000 Penalty: 5520.702637
	Iteration 44Q: 3 clusters Score -9145338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -9145341.000000 Penalty: 5520.702637
	Iteration 45Q: 3 clusters Score -9145341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -9145344.000000 Penalty: 5520.702637
	Iteration 46Q: 3 clusters Score -9145344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -9145383.000000 Penalty: 5520.702637
	Iteration 47Q: 3 clusters Score -9145383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -9145375.000000 Penalty: 5520.702637
	Iteration 48Q: 3 clusters Score -9145375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -9145385.000000 Penalty: 5520.702637
	Iteration 49Q: 3 clusters Score -9145385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -9145384.000000 Penalty: 5520.702637
	Iteration 50Q: 3 clusters Score -9145384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -9145394.000000 Penalty: 5520.702637
	Iteration 51Q: 3 clusters Score -9145394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -9145397.000000 Penalty: 5520.702637
	Iteration 52Q: 3 clusters Score -9145397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -9145409.000000 Penalty: 5520.702637
	Iteration 53Q: 3 clusters Score -9145409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -9145417.000000 Penalty: 5520.702637
	Iteration 54Q: 3 clusters Score -9145417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -9145427.000000 Penalty: 5520.702637
	Iteration 55Q: 3 clusters Score -9145427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -9145433.000000 Penalty: 5520.702637
	Iteration 56Q: 3 clusters Score -9145433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -9145442.000000 Penalty: 5520.702637
	Iteration 57Q: 3 clusters Score -9145442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -9145440.000000 Penalty: 5520.702637
	Iteration 58Q: 3 clusters Score -9145440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -9145429.000000 Penalty: 5520.702637
	Iteration 59Q: 3 clusters Score -9145429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -9145436.000000 Penalty: 5520.702637
	Iteration 60F: 3 clusters Score -9145436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -9145442.000000 Penalty: 5520.702637
	Iteration 61Q: 3 clusters Score -9145442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -9145436.000000 Penalty: 5520.702637
	Iteration 62Q: 3 clusters Score -9145436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -9145454.000000 Penalty: 5520.702637
	Iteration 63Q: 3 clusters Score -9145454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -9145444.000000 Penalty: 5520.702637
	Iteration 64Q: 3 clusters Score -9145444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -9145450.000000 Penalty: 5520.702637
	Iteration 65Q: 3 clusters Score -9145450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -9145444.000000 Penalty: 5520.702637
	Iteration 66Q: 3 clusters Score -9145444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -9145453.000000 Penalty: 5520.702637
	Iteration 67Q: 3 clusters Score -9145453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -9145445.000000 Penalty: 5520.702637
	Iteration 68Q: 3 clusters Score -9145445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -9145456.000000 Penalty: 5520.702637
	Iteration 69Q: 3 clusters Score -9145456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -9145462.000000 Penalty: 5520.702637
	Iteration 70Q: 3 clusters Score -9145462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -9145487.000000 Penalty: 5520.702637
	Iteration 71Q: 3 clusters Score -9145487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -9145457.000000 Penalty: 5520.702637
	Iteration 72Q: 3 clusters Score -9145457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -9145470.000000 Penalty: 5520.702637
	Iteration 73Q: 3 clusters Score -9145470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -9145480.000000 Penalty: 5520.702637
	Iteration 74Q: 3 clusters Score -9145480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -9145469.000000 Penalty: 5520.702637
	Iteration 75Q: 3 clusters Score -9145469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -9145458.000000 Penalty: 5520.702637
	Iteration 76Q: 3 clusters Score -9145458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -9145479.000000 Penalty: 5520.702637
	Iteration 77Q: 3 clusters Score -9145479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -9145496.000000 Penalty: 5520.702637
	Iteration 78Q: 3 clusters Score -9145496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -9145503.000000 Penalty: 5520.702637
	Iteration 79Q: 3 clusters Score -9145503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -9145494.000000 Penalty: 5520.702637
	Iteration 80F: 3 clusters Score -9145494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -9145497.000000 Penalty: 5520.702637
	Iteration 81Q: 3 clusters Score -9145497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -9145487.000000 Penalty: 5520.702637
	Iteration 82Q: 3 clusters Score -9145487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -9145491.000000 Penalty: 5520.702637
	Iteration 83Q: 3 clusters Score -9145491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -9145504.000000 Penalty: 5520.702637
	Iteration 84Q: 3 clusters Score -9145504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -9145496.000000 Penalty: 5520.702637
	Iteration 85Q: 3 clusters Score -9145496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -9145485.000000 Penalty: 5520.702637
	Iteration 86Q: 3 clusters Score -9145485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -9145488.000000 Penalty: 5520.702637
	Iteration 87Q: 3 clusters Score -9145488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -9145490.000000 Penalty: 5520.702637
	Iteration 88Q: 3 clusters Score -9145490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -9145497.000000 Penalty: 5520.702637
	Iteration 89Q: 3 clusters Score -9145497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -9145498.000000 Penalty: 5520.702637
	Iteration 90Q: 3 clusters Score -9145498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -9145507.000000 Penalty: 5520.702637
	Iteration 91Q: 3 clusters Score -9145507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -9145519.000000 Penalty: 5520.702637
	Iteration 92Q: 3 clusters Score -9145519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -9145521.000000 Penalty: 5520.702637
	Iteration 93Q: 3 clusters Score -9145521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -9145509.000000 Penalty: 5520.702637
	Iteration 94Q: 3 clusters Score -9145509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -9145508.000000 Penalty: 5520.702637
	Iteration 95Q: 3 clusters Score -9145508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -9145526.000000 Penalty: 5520.702637
	Iteration 96Q: 3 clusters Score -9145526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -9145522.000000 Penalty: 5520.702637
	Iteration 97Q: 3 clusters Score -9145522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -9145516.000000 Penalty: 5520.702637
	Iteration 98Q: 3 clusters Score -9145516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -9145527.000000 Penalty: 5520.702637
	Iteration 99Q: 3 clusters Score -9145527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -9145529.000000 Penalty: 5520.702637
	Iteration 100F: 3 clusters Score -9145529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -9145531.000000 Penalty: 5520.702637
	Iteration 101Q: 3 clusters Score -9145531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -9145538.000000 Penalty: 5520.702637
	Iteration 102Q: 3 clusters Score -9145538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -9145533.000000 Penalty: 5520.702637
	Iteration 103Q: 3 clusters Score -9145533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -9145548.000000 Penalty: 5520.702637
	Iteration 104Q: 3 clusters Score -9145548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -9145544.000000 Penalty: 5520.702637
	Iteration 105Q: 3 clusters Score -9145544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -9145553.000000 Penalty: 5520.702637
	Iteration 106Q: 3 clusters Score -9145553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -9145551.000000 Penalty: 5520.702637
	Iteration 107Q: 3 clusters Score -9145551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -9145550.000000 Penalty: 5520.702637
	Iteration 108Q: 3 clusters Score -9145550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -9145570.000000 Penalty: 5520.702637
	Iteration 109Q: 3 clusters Score -9145570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -9145554.000000 Penalty: 5520.702637
	Iteration 110Q: 3 clusters Score -9145554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -9145575.000000 Penalty: 5520.702637
	Iteration 111Q: 3 clusters Score -9145575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -9145563.000000 Penalty: 5520.702637
	Iteration 112Q: 3 clusters Score -9145563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -9145573.000000 Penalty: 5520.702637
	Iteration 113Q: 3 clusters Score -9145573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9145582.000000 Penalty: 5520.702637
	Iteration 114Q: 3 clusters Score -9145582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -9145579.000000 Penalty: 5520.702637
	Iteration 115Q: 3 clusters Score -9145579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -9145595.000000 Penalty: 5520.702637
	Iteration 116Q: 3 clusters Score -9145595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -9145577.000000 Penalty: 5520.702637
	Iteration 117Q: 3 clusters Score -9145577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -9145582.000000 Penalty: 5520.702637
	Iteration 118Q: 3 clusters Score -9145582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -9145591.000000 Penalty: 5520.702637
	Iteration 119Q: 3 clusters Score -9145591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -9145588.000000 Penalty: 5520.702637
	Iteration 120F: 3 clusters Score -9145588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -9145598.000000 Penalty: 5520.702637
	Iteration 121Q: 3 clusters Score -9145598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -9145572.000000 Penalty: 5520.702637
	Iteration 122Q: 3 clusters Score -9145572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -9145585.000000 Penalty: 5520.702637
	Iteration 123Q: 3 clusters Score -9145585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -9145606.000000 Penalty: 5520.702637
	Iteration 124Q: 3 clusters Score -9145606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -9145599.000000 Penalty: 5520.702637
	Iteration 125Q: 3 clusters Score -9145599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -9145611.000000 Penalty: 5520.702637
	Iteration 126Q: 3 clusters Score -9145611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -9145603.000000 Penalty: 5520.702637
	Iteration 127Q: 3 clusters Score -9145603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -9145591.000000 Penalty: 5520.702637
	Iteration 128Q: 3 clusters Score -9145591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -9145592.000000 Penalty: 5520.702637
	Iteration 129Q: 3 clusters Score -9145592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -9145588.000000 Penalty: 5520.702637
	Iteration 130Q: 3 clusters Score -9145588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -9145581.000000 Penalty: 5520.702637
	Iteration 131Q: 3 clusters Score -9145581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -9145604.000000 Penalty: 5520.702637
	Iteration 132Q: 3 clusters Score -9145604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -9145592.000000 Penalty: 5520.702637
	Iteration 133Q: 3 clusters Score -9145592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -9145588.000000 Penalty: 5520.702637
	Iteration 134Q: 3 clusters Score -9145588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -9145572.000000 Penalty: 5520.702637
	Iteration 135Q: 3 clusters Score -9145572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -9145587.000000 Penalty: 5520.702637
	Iteration 136Q: 3 clusters Score -9145587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -9145590.000000 Penalty: 5520.702637
	Iteration 137Q: 3 clusters Score -9145590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -9145592.000000 Penalty: 5520.702637
	Iteration 138Q: 3 clusters Score -9145592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -9145585.000000 Penalty: 5520.702637
	Iteration 139Q: 3 clusters Score -9145585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9145594.000000 Penalty: 5520.702637
	Iteration 140F: 3 clusters Score -9145594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -9145603.000000 Penalty: 5520.702637
	Iteration 141Q: 3 clusters Score -9145603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -9145613.000000 Penalty: 5520.702637
	Iteration 142Q: 3 clusters Score -9145613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -9145610.000000 Penalty: 5520.702637
	Iteration 143Q: 3 clusters Score -9145610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -9145606.000000 Penalty: 5520.702637
	Iteration 144Q: 3 clusters Score -9145606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -9145622.000000 Penalty: 5520.702637
	Iteration 145Q: 3 clusters Score -9145622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -9145621.000000 Penalty: 5520.702637
	Iteration 146Q: 3 clusters Score -9145621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -9145621.000000 Penalty: 5520.702637
	Iteration 147Q: 3 clusters Score -9145621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -9145627.000000 Penalty: 5520.702637
	Iteration 148Q: 3 clusters Score -9145627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -9145626.000000 Penalty: 5520.702637
	Iteration 149Q: 3 clusters Score -9145626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -9145620.000000 Penalty: 5520.702637
	Iteration 150Q: 3 clusters Score -9145620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -9145617.000000 Penalty: 5520.702637
	Iteration 151Q: 3 clusters Score -9145617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -9145626.000000 Penalty: 5520.702637
	Iteration 152Q: 3 clusters Score -9145626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -9145609.000000 Penalty: 5520.702637
	Iteration 153Q: 3 clusters Score -9145609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -9145605.000000 Penalty: 5520.702637
	Iteration 154Q: 3 clusters Score -9145605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -9145605.000000 Penalty: 5520.702637
	Iteration 155Q: 3 clusters Score -9145605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -9145615.000000 Penalty: 5520.702637
	Iteration 156Q: 3 clusters Score -9145615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -9145620.000000 Penalty: 5520.702637
	Iteration 157Q: 3 clusters Score -9145620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5520.702637
	Iteration 158Q: 3 clusters Score -9145628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5520.702637
	Iteration 159Q: 3 clusters Score -9145628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -9145624.000000 Penalty: 5520.702637
	Iteration 160F: 3 clusters Score -9145624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -9145626.000000 Penalty: 5520.702637
	Iteration 161Q: 3 clusters Score -9145626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5520.702637
	Iteration 162Q: 3 clusters Score -9145628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5520.702637
	Iteration 163F: 3 clusters Score -9145628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -562964.000000 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -562964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -558762.687500 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -558762.7 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -559797.750000 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -559797.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -560053.250000 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -560053.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -560229.750000 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -560229.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -560383.875000 Penalty: 4167.840820
	Iteration 4Q: 3 clusters Score -560383.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -560518.312500 Penalty: 4167.840820
	Iteration 5Q: 3 clusters Score -560518.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -560640.062500 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -560640.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -560755.437500 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -560755.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -560844.875000 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -560844.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -560928.875000 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -560928.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -561017.750000 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -561017.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -561086.312500 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -561086.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -561132.750000 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -561132.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -561165.687500 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -561165.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -561189.937500 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -561189.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -561208.687500 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -561208.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -561219.312500 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -561219.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -561230.312500 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -561230.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -561242.625000 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -561242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -561255.062500 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -561255.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -561268.125000 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -561268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -561274.500000 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -561274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -561276.875000 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -561276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -561278.875000 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -561278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -561280.000000 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -561280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -561280.875000 Penalty: 4167.840820
	Iteration 25Q: 3 clusters Score -561280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -561280.875000 Penalty: 4167.840820
	Iteration 26F: 3 clusters Score -561280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -254134.203125 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -254134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251534.640625 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -251534.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -251958.437500 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -251958.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252083.937500 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -252083.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252146.406250 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -252146.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252185.046875 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -252185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252213.750000 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -252213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252233.312500 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -252233.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -252248.562500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -252248.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252265.968750 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -252266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -252278.062500 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -252278.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252294.375000 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -252294.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252313.875000 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -252313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252333.515625 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -252333.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -252351.171875 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -252351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252375.437500 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -252375.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -252405.093750 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -252405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -252445.796875 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -252445.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -252479.921875 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -252479.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252503.796875 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -252503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -252517.062500 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -252517.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -252529.937500 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -252529.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -252538.671875 Penalty: 3766.063721
	Iteration 21Q: 3 clusters Score -252538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -252546.500000 Penalty: 3766.063721
	Iteration 22Q: 3 clusters Score -252546.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252553.656250 Penalty: 3766.063721
	Iteration 23Q: 3 clusters Score -252553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252562.984375 Penalty: 3766.063721
	Iteration 24Q: 3 clusters Score -252563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -252570.296875 Penalty: 3766.063721
	Iteration 25Q: 3 clusters Score -252570.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -252577.078125 Penalty: 3766.063721
	Iteration 26Q: 3 clusters Score -252577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -252579.187500 Penalty: 3766.063721
	Iteration 27Q: 3 clusters Score -252579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252585.250000 Penalty: 3766.063721
	Iteration 28Q: 3 clusters Score -252585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -252591.562500 Penalty: 3766.063721
	Iteration 29Q: 3 clusters Score -252591.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -252598.734375 Penalty: 3766.063721
	Iteration 30Q: 3 clusters Score -252598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -252603.078125 Penalty: 3766.063721
	Iteration 31Q: 3 clusters Score -252603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -252611.265625 Penalty: 3766.063721
	Iteration 32Q: 3 clusters Score -252611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -252621.656250 Penalty: 3766.063721
	Iteration 33Q: 3 clusters Score -252621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -252627.703125 Penalty: 3766.063721
	Iteration 34Q: 3 clusters Score -252627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -252632.671875 Penalty: 3766.063721
	Iteration 35Q: 3 clusters Score -252632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -252635.781250 Penalty: 3766.063721
	Iteration 36Q: 3 clusters Score -252635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -252639.750000 Penalty: 3766.063721
	Iteration 37Q: 3 clusters Score -252639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -252641.062500 Penalty: 3766.063721
	Iteration 38Q: 3 clusters Score -252641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -252642.375000 Penalty: 3766.063721
	Iteration 39Q: 3 clusters Score -252642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -252643.187500 Penalty: 3766.063721
	Iteration 40F: 3 clusters Score -252643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -252643.750000 Penalty: 3766.063721
	Iteration 41Q: 3 clusters Score -252643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -252644.218750 Penalty: 3766.063721
	Iteration 42Q: 3 clusters Score -252644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -252644.718750 Penalty: 3766.063721
	Iteration 43Q: 3 clusters Score -252644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -252645.734375 Penalty: 3766.063721
	Iteration 44Q: 3 clusters Score -252645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -252647.921875 Penalty: 3766.063721
	Iteration 45Q: 3 clusters Score -252647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -252648.843750 Penalty: 3766.063721
	Iteration 46Q: 3 clusters Score -252648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -252650.406250 Penalty: 3766.063721
	Iteration 47Q: 3 clusters Score -252650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -252650.937500 Penalty: 3766.063721
	Iteration 48Q: 3 clusters Score -252650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -252651.281250 Penalty: 3766.063721
	Iteration 49Q: 3 clusters Score -252651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -252651.281250 Penalty: 3766.063721
	Iteration 50F: 3 clusters Score -252651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -434310.781250 Penalty: 2019.736328
	Iteration 0F: 2 clusters Score -434310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -430759.656250 Penalty: 4039.472656
	Iteration 0F: 3 clusters Score -430759.7 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -431574.593750 Penalty: 4039.472656
	Iteration 1F: 3 clusters Score -431574.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -431758.875000 Penalty: 4039.472656
	Iteration 2F: 3 clusters Score -431758.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -431840.437500 Penalty: 4039.472656
	Iteration 3Q: 3 clusters Score -431840.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -431890.781250 Penalty: 4039.472656
	Iteration 4Q: 3 clusters Score -431890.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -431930.250000 Penalty: 4039.472656
	Iteration 5Q: 3 clusters Score -431930.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -431966.968750 Penalty: 4039.472656
	Iteration 6Q: 3 clusters Score -431967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -431995.281250 Penalty: 4039.472656
	Iteration 7Q: 3 clusters Score -431995.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -432026.343750 Penalty: 4039.472656
	Iteration 8Q: 3 clusters Score -432026.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -432052.125000 Penalty: 4039.472656
	Iteration 9Q: 3 clusters Score -432052.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -432073.906250 Penalty: 4039.472656
	Iteration 10Q: 3 clusters Score -432073.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -432092.500000 Penalty: 4039.472656
	Iteration 11Q: 3 clusters Score -432092.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -432111.312500 Penalty: 4039.472656
	Iteration 12Q: 3 clusters Score -432111.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -432129.875000 Penalty: 4039.472656
	Iteration 13Q: 3 clusters Score -432129.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -432152.031250 Penalty: 4039.472656
	Iteration 14Q: 3 clusters Score -432152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -432178.156250 Penalty: 4039.472656
	Iteration 15Q: 3 clusters Score -432178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -432198.031250 Penalty: 4039.472656
	Iteration 16Q: 3 clusters Score -432198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -432215.562500 Penalty: 4039.472656
	Iteration 17Q: 3 clusters Score -432215.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -432245.437500 Penalty: 4039.472656
	Iteration 18Q: 3 clusters Score -432245.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -432271.406250 Penalty: 4039.472656
	Iteration 19Q: 3 clusters Score -432271.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -432293.437500 Penalty: 4039.472656
	Iteration 20F: 3 clusters Score -432293.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -432313.375000 Penalty: 4039.472656
	Iteration 21Q: 3 clusters Score -432313.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -432333.937500 Penalty: 4039.472656
	Iteration 22Q: 3 clusters Score -432333.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -432351.937500 Penalty: 4039.472656
	Iteration 23Q: 3 clusters Score -432351.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -432368.093750 Penalty: 4039.472656
	Iteration 24Q: 3 clusters Score -432368.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -432379.468750 Penalty: 4039.472656
	Iteration 25Q: 3 clusters Score -432379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -432385.750000 Penalty: 4039.472656
	Iteration 26Q: 3 clusters Score -432385.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -432393.375000 Penalty: 4039.472656
	Iteration 27Q: 3 clusters Score -432393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -432398.125000 Penalty: 4039.472656
	Iteration 28Q: 3 clusters Score -432398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432403.593750 Penalty: 4039.472656
	Iteration 29Q: 3 clusters Score -432403.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -432410.218750 Penalty: 4039.472656
	Iteration 30Q: 3 clusters Score -432410.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -432416.718750 Penalty: 4039.472656
	Iteration 31Q: 3 clusters Score -432416.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -432426.156250 Penalty: 4039.472656
	Iteration 32Q: 3 clusters Score -432426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -432437.312500 Penalty: 4039.472656
	Iteration 33Q: 3 clusters Score -432437.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432444.968750 Penalty: 4039.472656
	Iteration 34Q: 3 clusters Score -432445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -432450.218750 Penalty: 4039.472656
	Iteration 35Q: 3 clusters Score -432450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -432457.500000 Penalty: 4039.472656
	Iteration 36Q: 3 clusters Score -432457.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -432468.625000 Penalty: 4039.472656
	Iteration 37Q: 3 clusters Score -432468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -432483.218750 Penalty: 4039.472656
	Iteration 38Q: 3 clusters Score -432483.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -432503.343750 Penalty: 4039.472656
	Iteration 39Q: 3 clusters Score -432503.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -432519.968750 Penalty: 4039.472656
	Iteration 40F: 3 clusters Score -432520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -432531.906250 Penalty: 4039.472656
	Iteration 41Q: 3 clusters Score -432531.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -432542.750000 Penalty: 4039.472656
	Iteration 42Q: 3 clusters Score -432542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -432547.625000 Penalty: 4039.472656
	Iteration 43Q: 3 clusters Score -432547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -432555.531250 Penalty: 4039.472656
	Iteration 44Q: 3 clusters Score -432555.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -432564.406250 Penalty: 4039.472656
	Iteration 45Q: 3 clusters Score -432564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -432569.312500 Penalty: 4039.472656
	Iteration 46Q: 3 clusters Score -432569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -432575.187500 Penalty: 4039.472656
	Iteration 47Q: 3 clusters Score -432575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -432580.187500 Penalty: 4039.472656
	Iteration 48Q: 3 clusters Score -432580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -432585.218750 Penalty: 4039.472656
	Iteration 49Q: 3 clusters Score -432585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -432587.812500 Penalty: 4039.472656
	Iteration 50Q: 3 clusters Score -432587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -432590.375000 Penalty: 4039.472656
	Iteration 51Q: 3 clusters Score -432590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -432592.906250 Penalty: 4039.472656
	Iteration 52Q: 3 clusters Score -432592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -432593.187500 Penalty: 4039.472656
	Iteration 53Q: 3 clusters Score -432593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -432598.500000 Penalty: 4039.472656
	Iteration 54Q: 3 clusters Score -432598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -432601.218750 Penalty: 4039.472656
	Iteration 55Q: 3 clusters Score -432601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -432603.468750 Penalty: 4039.472656
	Iteration 56Q: 3 clusters Score -432603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -432605.468750 Penalty: 4039.472656
	Iteration 57Q: 3 clusters Score -432605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -432606.281250 Penalty: 4039.472656
	Iteration 58Q: 3 clusters Score -432606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -432606.531250 Penalty: 4039.472656
	Iteration 59Q: 3 clusters Score -432606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -432607.281250 Penalty: 4039.472656
	Iteration 60F: 3 clusters Score -432607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -432608.406250 Penalty: 4039.472656
	Iteration 61Q: 3 clusters Score -432608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -432609.718750 Penalty: 4039.472656
	Iteration 62Q: 3 clusters Score -432609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -432612.000000 Penalty: 4039.472656
	Iteration 63Q: 3 clusters Score -432612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -432615.468750 Penalty: 4039.472656
	Iteration 64Q: 3 clusters Score -432615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -432617.156250 Penalty: 4039.472656
	Iteration 65Q: 3 clusters Score -432617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -432619.375000 Penalty: 4039.472656
	Iteration 66Q: 3 clusters Score -432619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -432622.156250 Penalty: 4039.472656
	Iteration 67Q: 3 clusters Score -432622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -432623.812500 Penalty: 4039.472656
	Iteration 68Q: 3 clusters Score -432623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -432626.093750 Penalty: 4039.472656
	Iteration 69Q: 3 clusters Score -432626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -432627.062500 Penalty: 4039.472656
	Iteration 70Q: 3 clusters Score -432627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -432628.218750 Penalty: 4039.472656
	Iteration 71Q: 3 clusters Score -432628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -432628.031250 Penalty: 4039.472656
	Iteration 72Q: 3 clusters Score -432628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -432628.031250 Penalty: 4039.472656
	Iteration 73F: 3 clusters Score -432628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Entering Unmasked Estep 
Score: -9460227.000000 Penalty: 2771.125732
	Iteration 0F: 2 clusters Score -9460227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -9412354.000000 Penalty: 5542.251465
	Iteration 0F: 3 clusters Score -9412354 nChanged 33412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -9431105.000000 Penalty: 5542.251465
	Iteration 1F: 3 clusters Score -9431105 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -9431921.000000 Penalty: 5542.251465
	Iteration 2Q: 3 clusters Score -9431921 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -9432814.000000 Penalty: 5542.251465
	Iteration 3Q: 3 clusters Score -9432814 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -9433873.000000 Penalty: 5542.251465
	Iteration 4Q: 3 clusters Score -9433873 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9435127.000000 Penalty: 5542.251465
	Iteration 5Q: 3 clusters Score -9435127 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -9436747.000000 Penalty: 5542.251465
	Iteration 6Q: 3 clusters Score -9436747 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -9438793.000000 Penalty: 5542.251465
	Iteration 7F: 3 clusters Score -9438793 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9441191.000000 Penalty: 5542.251465
	Iteration 8F: 3 clusters Score -9441191 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -9444186.000000 Penalty: 5542.251465
	Iteration 9F: 3 clusters Score -9444186 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -9447182.000000 Penalty: 5542.251465
	Iteration 10F: 3 clusters Score -9447182 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -9449902.000000 Penalty: 5542.251465
	Iteration 11Q: 3 clusters Score -9449902 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -9451931.000000 Penalty: 5542.251465
	Iteration 12Q: 3 clusters Score -9451931 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -9453651.000000 Penalty: 5542.251465
	Iteration 13Q: 3 clusters Score -9453651 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -9454858.000000 Penalty: 5542.251465
	Iteration 14Q: 3 clusters Score -9454858 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9455790.000000 Penalty: 5542.251465
	Iteration 15Q: 3 clusters Score -9455790 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -9456447.000000 Penalty: 5542.251465
	Iteration 16Q: 3 clusters Score -9456447 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -9456944.000000 Penalty: 5542.251465
	Iteration 17Q: 3 clusters Score -9456944 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -9457345.000000 Penalty: 5542.251465
	Iteration 18Q: 3 clusters Score -9457345 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -9457641.000000 Penalty: 5542.251465
	Iteration 19Q: 3 clusters Score -9457641 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -9457856.000000 Penalty: 5542.251465
	Iteration 20F: 3 clusters Score -9457856 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -9458026.000000 Penalty: 5542.251465
	Iteration 21Q: 3 clusters Score -9458026 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -9458189.000000 Penalty: 5542.251465
	Iteration 22Q: 3 clusters Score -9458189 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9458242.000000 Penalty: 5542.251465
	Iteration 23Q: 3 clusters Score -9458242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -9458279.000000 Penalty: 5542.251465
	Iteration 24Q: 3 clusters Score -9458279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -9458298.000000 Penalty: 5542.251465
	Iteration 25Q: 3 clusters Score -9458298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -9458308.000000 Penalty: 5542.251465
	Iteration 26Q: 3 clusters Score -9458308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9458321.000000 Penalty: 5542.251465
	Iteration 27Q: 3 clusters Score -9458321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -9458332.000000 Penalty: 5542.251465
	Iteration 28Q: 3 clusters Score -9458332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -9458350.000000 Penalty: 5542.251465
	Iteration 29Q: 3 clusters Score -9458350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -9458354.000000 Penalty: 5542.251465
	Iteration 30Q: 3 clusters Score -9458354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -9458343.000000 Penalty: 5542.251465
	Iteration 31Q: 3 clusters Score -9458343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -9458351.000000 Penalty: 5542.251465
	Iteration 32Q: 3 clusters Score -9458351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -9458358.000000 Penalty: 5542.251465
	Iteration 33Q: 3 clusters Score -9458358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9458360.000000 Penalty: 5542.251465
	Iteration 34Q: 3 clusters Score -9458360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -9458352.000000 Penalty: 5542.251465
	Iteration 35Q: 3 clusters Score -9458352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9458354.000000 Penalty: 5542.251465
	Iteration 36Q: 3 clusters Score -9458354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -9458369.000000 Penalty: 5542.251465
	Iteration 37Q: 3 clusters Score -9458369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -9458361.000000 Penalty: 5542.251465
	Iteration 38Q: 3 clusters Score -9458361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -9458366.000000 Penalty: 5542.251465
	Iteration 39Q: 3 clusters Score -9458366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -9458369.000000 Penalty: 5542.251465
	Iteration 40F: 3 clusters Score -9458369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -9458369.000000 Penalty: 5542.251465
	Iteration 41Q: 3 clusters Score -9458369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -9458362.000000 Penalty: 5542.251465
	Iteration 42Q: 3 clusters Score -9458362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -9458366.000000 Penalty: 5542.251465
	Iteration 43Q: 3 clusters Score -9458366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -9458372.000000 Penalty: 5542.251465
	Iteration 44Q: 3 clusters Score -9458372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9458381.000000 Penalty: 5542.251465
	Iteration 45Q: 3 clusters Score -9458381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -9458384.000000 Penalty: 5542.251465
	Iteration 46Q: 3 clusters Score -9458384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -9458388.000000 Penalty: 5542.251465
	Iteration 47Q: 3 clusters Score -9458388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -9458382.000000 Penalty: 5542.251465
	Iteration 48Q: 3 clusters Score -9458382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -9458391.000000 Penalty: 5542.251465
	Iteration 49Q: 3 clusters Score -9458391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -9458390.000000 Penalty: 5542.251465
	Iteration 50Q: 3 clusters Score -9458390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -9458381.000000 Penalty: 5542.251465
	Iteration 51Q: 3 clusters Score -9458381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -9458379.000000 Penalty: 5542.251465
	Iteration 52Q: 3 clusters Score -9458379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -9458381.000000 Penalty: 5542.251465
	Iteration 53Q: 3 clusters Score -9458381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -9458375.000000 Penalty: 5542.251465
	Iteration 54Q: 3 clusters Score -9458375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -9458375.000000 Penalty: 5542.251465
	Iteration 55F: 3 clusters Score -9458375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -249750.562500 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -249750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -247152.078125 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -247152.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -247730.500000 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -247730.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -247980.281250 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -247980.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -248287.031250 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -248287 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -248553.656250 Penalty: 3790.454102
	Iteration 4F: 3 clusters Score -248553.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -248846.000000 Penalty: 3790.454102
	Iteration 5F: 3 clusters Score -248846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249093.968750 Penalty: 3790.454102
	Iteration 6F: 3 clusters Score -249094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249228.609375 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -249228.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249291.390625 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -249291.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -249315.906250 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -249315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249320.468750 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -249320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249322.125000 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -249322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -249324.625000 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -249324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -249325.609375 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -249325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249325.906250 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -249325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249325.906250 Penalty: 3790.454102
	Iteration 15F: 3 clusters Score -249325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -806742.437500 Penalty: 2171.266602
	Iteration 0F: 2 clusters Score -806742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -801434.437500 Penalty: 4342.533203
	Iteration 0F: 3 clusters Score -801434.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -802807.625000 Penalty: 4342.533203
	Iteration 1F: 3 clusters Score -802807.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -803088.062500 Penalty: 4342.533203
	Iteration 2F: 3 clusters Score -803088.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -803284.250000 Penalty: 4342.533203
	Iteration 3F: 3 clusters Score -803284.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -803433.500000 Penalty: 4342.533203
	Iteration 4Q: 3 clusters Score -803433.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -803552.000000 Penalty: 4342.533203
	Iteration 5Q: 3 clusters Score -803552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -803666.187500 Penalty: 4342.533203
	Iteration 6Q: 3 clusters Score -803666.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -803789.812500 Penalty: 4342.533203
	Iteration 7Q: 3 clusters Score -803789.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -803918.937500 Penalty: 4342.533203
	Iteration 8Q: 3 clusters Score -803918.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -804031.187500 Penalty: 4342.533203
	Iteration 9Q: 3 clusters Score -804031.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -804116.937500 Penalty: 4342.533203
	Iteration 10Q: 3 clusters Score -804116.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -804198.375000 Penalty: 4342.533203
	Iteration 11Q: 3 clusters Score -804198.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -804305.125000 Penalty: 4342.533203
	Iteration 12Q: 3 clusters Score -804305.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -804404.375000 Penalty: 4342.533203
	Iteration 13Q: 3 clusters Score -804404.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -804499.937500 Penalty: 4342.533203
	Iteration 14Q: 3 clusters Score -804499.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -804611.500000 Penalty: 4342.533203
	Iteration 15Q: 3 clusters Score -804611.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -804722.937500 Penalty: 4342.533203
	Iteration 16Q: 3 clusters Score -804722.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -804822.000000 Penalty: 4342.533203
	Iteration 17Q: 3 clusters Score -804822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -804931.812500 Penalty: 4342.533203
	Iteration 18Q: 3 clusters Score -804931.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -805022.875000 Penalty: 4342.533203
	Iteration 19Q: 3 clusters Score -805022.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -805082.875000 Penalty: 4342.533203
	Iteration 20F: 3 clusters Score -805082.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -805124.375000 Penalty: 4342.533203
	Iteration 21Q: 3 clusters Score -805124.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -805147.437500 Penalty: 4342.533203
	Iteration 22Q: 3 clusters Score -805147.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -805158.437500 Penalty: 4342.533203
	Iteration 23Q: 3 clusters Score -805158.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -805171.625000 Penalty: 4342.533203
	Iteration 24Q: 3 clusters Score -805171.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -805183.875000 Penalty: 4342.533203
	Iteration 25Q: 3 clusters Score -805183.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -805199.312500 Penalty: 4342.533203
	Iteration 26Q: 3 clusters Score -805199.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -805208.625000 Penalty: 4342.533203
	Iteration 27Q: 3 clusters Score -805208.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -805216.125000 Penalty: 4342.533203
	Iteration 28Q: 3 clusters Score -805216.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -805223.500000 Penalty: 4342.533203
	Iteration 29Q: 3 clusters Score -805223.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -805227.312500 Penalty: 4342.533203
	Iteration 30Q: 3 clusters Score -805227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -805230.000000 Penalty: 4342.533203
	Iteration 31Q: 3 clusters Score -805230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -805233.687500 Penalty: 4342.533203
	Iteration 32Q: 3 clusters Score -805233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -805235.000000 Penalty: 4342.533203
	Iteration 33Q: 3 clusters Score -805235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -805234.750000 Penalty: 4342.533203
	Iteration 34Q: 3 clusters Score -805234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -805234.937500 Penalty: 4342.533203
	Iteration 35Q: 3 clusters Score -805234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -805236.500000 Penalty: 4342.533203
	Iteration 36Q: 3 clusters Score -805236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -805236.562500 Penalty: 4342.533203
	Iteration 37Q: 3 clusters Score -805236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -805238.937500 Penalty: 4342.533203
	Iteration 38Q: 3 clusters Score -805238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -805241.750000 Penalty: 4342.533203
	Iteration 39Q: 3 clusters Score -805241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -805245.250000 Penalty: 4342.533203
	Iteration 40F: 3 clusters Score -805245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -805245.437500 Penalty: 4342.533203
	Iteration 41Q: 3 clusters Score -805245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -805245.937500 Penalty: 4342.533203
	Iteration 42Q: 3 clusters Score -805245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -805244.937500 Penalty: 4342.533203
	Iteration 43Q: 3 clusters Score -805244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -805244.375000 Penalty: 4342.533203
	Iteration 44Q: 3 clusters Score -805244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -805244.375000 Penalty: 4342.533203
	Iteration 45F: 3 clusters Score -805244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -994822.562500 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -994822.6 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 3819 members 
Entering Unmasked Estep 
Score: -988630.250000 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -988630.2 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -990375.125000 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -990375.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -990657.750000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -990657.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -990887.687500 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -990887.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -991063.812500 Penalty: 4428.079590
	Iteration 4Q: 3 clusters Score -991063.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -991234.562500 Penalty: 4428.079590
	Iteration 5Q: 3 clusters Score -991234.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -991403.375000 Penalty: 4428.079590
	Iteration 6Q: 3 clusters Score -991403.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -991610.625000 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -991610.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -991843.562500 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -991843.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -992045.625000 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -992045.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -992254.062500 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -992254.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -992417.125000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -992417.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -992561.562500 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -992561.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -992671.562500 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -992671.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -992746.937500 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -992746.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -992790.437500 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -992790.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -992817.312500 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -992817.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -992836.750000 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -992836.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -992849.375000 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -992849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -992855.250000 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -992855.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -992860.937500 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -992860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -992864.562500 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -992864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -992866.625000 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -992866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -992866.000000 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -992866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -992868.375000 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -992868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -992873.687500 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -992873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -992875.937500 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -992875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -992875.250000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -992875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -992879.437500 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -992879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -992881.125000 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -992881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -992882.812500 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -992882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -992883.562500 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -992883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -992884.500000 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -992884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -992883.937500 Penalty: 4428.079590
	Iteration 33Q: 3 clusters Score -992883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -992883.812500 Penalty: 4428.079590
	Iteration 34Q: 3 clusters Score -992883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -992884.312500 Penalty: 4428.079590
	Iteration 35Q: 3 clusters Score -992884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -992885.687500 Penalty: 4428.079590
	Iteration 36Q: 3 clusters Score -992885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -992883.250000 Penalty: 4428.079590
	Iteration 37Q: 3 clusters Score -992883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -992884.312500 Penalty: 4428.079590
	Iteration 38Q: 3 clusters Score -992884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -992885.250000 Penalty: 4428.079590
	Iteration 39Q: 3 clusters Score -992885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -992885.750000 Penalty: 4428.079590
	Iteration 40F: 3 clusters Score -992885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -992887.750000 Penalty: 4428.079590
	Iteration 41Q: 3 clusters Score -992887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -992888.250000 Penalty: 4428.079590
	Iteration 42Q: 3 clusters Score -992888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -992888.250000 Penalty: 4428.079590
	Iteration 43F: 3 clusters Score -992888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65789 members 
Mstep: Class 6 contains 169861 members 
Mstep: Class 7 contains 20675 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 15277 members 
Mstep: Class 14 contains 226741 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16956 members 
Mstep: Class 17 contains 99685 members 
Mstep: Class 18 contains 127070 members 
Mstep: Class 19 contains 141864 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 18667 members 
Mstep: Class 23 contains 101151 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19732 members 
Mstep: Class 28 contains 93143 members 
Mstep: Class 29 contains 68217 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 34 contains 71246 members 
Mstep: Class 35 contains 2084 members 
Mstep: Class 36 contains 6343 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114832.000000 Penalty: 126379.453125
Iteration 159Q: 37 clusters Score -1.811148e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 65794 members 
Mstep: Class 6 contains 171141 members 
Mstep: Class 7 contains 20673 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 226819 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16964 members 
Mstep: Class 17 contains 99750 members 
Mstep: Class 18 contains 127069 members 
Mstep: Class 19 contains 141764 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 18669 members 
Mstep: Class 23 contains 100995 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 19766 members 
Mstep: Class 28 contains 93133 members 
Mstep: Class 29 contains 67055 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71234 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116272.000000 Penalty: 126379.453125
Iteration 160F: 37 clusters Score -1.811163e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12746 members 
Mstep: Class 5 contains 65802 members 
Mstep: Class 6 contains 174091 members 
Mstep: Class 7 contains 20670 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 15273 members 
Mstep: Class 14 contains 226771 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16969 members 
Mstep: Class 17 contains 99786 members 
Mstep: Class 18 contains 127069 members 
Mstep: Class 19 contains 141606 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 18671 members 
Mstep: Class 23 contains 100810 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 19784 members 
Mstep: Class 28 contains 93120 members 
Mstep: Class 29 contains 64468 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71223 members 
Mstep: Class 35 contains 2089 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116272.000000 Penalty: 126379.453125
Iteration 161Q: 37 clusters Score -1.811163e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 176844 members 
Mstep: Class 7 contains 20672 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 5135 members 
Mstep: Class 13 contains 15273 members 
Mstep: Class 14 contains 226832 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16971 members 
Mstep: Class 17 contains 99859 members 
Mstep: Class 18 contains 127063 members 
Mstep: Class 19 contains 141419 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18671 members 
Mstep: Class 23 contains 100505 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 19818 members 
Mstep: Class 28 contains 93105 members 
Mstep: Class 29 contains 62076 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71223 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115680.000000 Penalty: 126379.453125
Iteration 162Q: 37 clusters Score -1.811157e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 65801 members 
Mstep: Class 6 contains 179299 members 
Mstep: Class 7 contains 20671 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 15270 members 
Mstep: Class 14 contains 226960 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 99967 members 
Mstep: Class 18 contains 127064 members 
Mstep: Class 19 contains 141219 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18683 members 
Mstep: Class 23 contains 100071 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 19850 members 
Mstep: Class 28 contains 93091 members 
Mstep: Class 29 contains 59998 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 34 contains 71236 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114800.000000 Penalty: 126379.453125
Iteration 163Q: 37 clusters Score -1.811148e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 65796 members 
Mstep: Class 6 contains 181541 members 
Mstep: Class 7 contains 20670 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 15273 members 
Mstep: Class 14 contains 227137 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 16989 members 
Mstep: Class 17 contains 100065 members 
Mstep: Class 18 contains 127065 members 
Mstep: Class 19 contains 141071 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 99540 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13872 members 
Mstep: Class 27 contains 19888 members 
Mstep: Class 28 contains 93070 members 
Mstep: Class 29 contains 58133 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 34 contains 71246 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113616.000000 Penalty: 126379.453125
Iteration 164Q: 37 clusters Score -1.811136e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 65792 members 
Mstep: Class 6 contains 183705 members 
Mstep: Class 7 contains 20670 members 
Mstep: Class 8 contains 21684 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 8862 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 227332 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17002 members 
Mstep: Class 17 contains 100165 members 
Mstep: Class 18 contains 127066 members 
Mstep: Class 19 contains 140920 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18683 members 
Mstep: Class 23 contains 98927 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13872 members 
Mstep: Class 27 contains 19913 members 
Mstep: Class 28 contains 93049 members 
Mstep: Class 29 contains 56429 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 34 contains 71259 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112816.000000 Penalty: 126379.453125
Iteration 165Q: 37 clusters Score -1.811128e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 65804 members 
Mstep: Class 6 contains 185600 members 
Mstep: Class 7 contains 20668 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 8860 members 
Mstep: Class 12 contains 5086 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 227514 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17023 members 
Mstep: Class 17 contains 100290 members 
Mstep: Class 18 contains 127068 members 
Mstep: Class 19 contains 140775 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 18694 members 
Mstep: Class 23 contains 98234 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 19944 members 
Mstep: Class 28 contains 93032 members 
Mstep: Class 29 contains 54990 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71278 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111776.000000 Penalty: 126379.453125
Iteration 166Q: 37 clusters Score -1.811118e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 65810 members 
Mstep: Class 6 contains 187336 members 
Mstep: Class 7 contains 20667 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 8860 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 227679 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17036 members 
Mstep: Class 17 contains 100451 members 
Mstep: Class 18 contains 127069 members 
Mstep: Class 19 contains 140647 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18707 members 
Mstep: Class 23 contains 97502 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 19981 members 
Mstep: Class 28 contains 93013 members 
Mstep: Class 29 contains 53718 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3441 members 
Mstep: Class 34 contains 71286 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110912.000000 Penalty: 126379.453125
Iteration 167Q: 37 clusters Score -1.811109e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12755 members 
Mstep: Class 5 contains 65814 members 
Mstep: Class 6 contains 188846 members 
Mstep: Class 7 contains 20668 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 5067 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 227856 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 100641 members 
Mstep: Class 18 contains 127065 members 
Mstep: Class 19 contains 140562 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 18721 members 
Mstep: Class 23 contains 96725 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20014 members 
Mstep: Class 28 contains 92988 members 
Mstep: Class 29 contains 52625 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3441 members 
Mstep: Class 34 contains 71304 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110592.000000 Penalty: 126379.453125
Iteration 168Q: 37 clusters Score -1.811106e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 65814 members 
Mstep: Class 6 contains 190209 members 
Mstep: Class 7 contains 20667 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 228087 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17063 members 
Mstep: Class 17 contains 100837 members 
Mstep: Class 18 contains 127061 members 
Mstep: Class 19 contains 140491 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 18726 members 
Mstep: Class 23 contains 95973 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20035 members 
Mstep: Class 28 contains 92965 members 
Mstep: Class 29 contains 51644 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 34 contains 71303 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181109600.000000 Penalty: 126379.453125
Iteration 169Q: 37 clusters Score -1.811096e+08 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 65808 members 
Mstep: Class 6 contains 191421 members 
Mstep: Class 7 contains 20667 members 
Mstep: Class 8 contains 21665 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 13 contains 15270 members 
Mstep: Class 14 contains 228296 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17077 members 
Mstep: Class 17 contains 101066 members 
Mstep: Class 18 contains 127063 members 
Mstep: Class 19 contains 140414 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 18741 members 
Mstep: Class 23 contains 95292 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20063 members 
Mstep: Class 28 contains 92914 members 
Mstep: Class 29 contains 50761 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 34 contains 71308 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108880.000000 Penalty: 126379.453125
Iteration 170Q: 37 clusters Score -1.811089e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 65811 members 
Mstep: Class 6 contains 192553 members 
Mstep: Class 7 contains 20666 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 228503 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 101321 members 
Mstep: Class 18 contains 127062 members 
Mstep: Class 19 contains 140261 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 94602 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20106 members 
Mstep: Class 28 contains 92863 members 
Mstep: Class 29 contains 49993 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3441 members 
Mstep: Class 34 contains 71305 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108272.000000 Penalty: 126379.453125
Iteration 171Q: 37 clusters Score -1.811083e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 65817 members 
Mstep: Class 6 contains 193628 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 228647 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17104 members 
Mstep: Class 17 contains 101589 members 
Mstep: Class 18 contains 127060 members 
Mstep: Class 19 contains 140172 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 93944 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20154 members 
Mstep: Class 28 contains 92803 members 
Mstep: Class 29 contains 49245 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71313 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 6360 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181107488.000000 Penalty: 126379.453125
Iteration 172Q: 37 clusters Score -1.811075e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 65818 members 
Mstep: Class 6 contains 194581 members 
Mstep: Class 7 contains 20663 members 
Mstep: Class 8 contains 21659 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 228807 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 101852 members 
Mstep: Class 18 contains 127055 members 
Mstep: Class 19 contains 140088 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 18767 members 
Mstep: Class 23 contains 93302 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20186 members 
Mstep: Class 28 contains 92748 members 
Mstep: Class 29 contains 48569 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71330 members 
Mstep: Class 35 contains 2100 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106752.000000 Penalty: 126379.453125
Iteration 173Q: 37 clusters Score -1.811068e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 65825 members 
Mstep: Class 6 contains 195425 members 
Mstep: Class 7 contains 20662 members 
Mstep: Class 8 contains 21665 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 228945 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17134 members 
Mstep: Class 17 contains 102118 members 
Mstep: Class 18 contains 127055 members 
Mstep: Class 19 contains 140006 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 18770 members 
Mstep: Class 23 contains 92722 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20219 members 
Mstep: Class 28 contains 92687 members 
Mstep: Class 29 contains 47963 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3441 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106080.000000 Penalty: 126379.453125
Iteration 174Q: 37 clusters Score -1.811061e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 65827 members 
Mstep: Class 6 contains 196158 members 
Mstep: Class 7 contains 20660 members 
Mstep: Class 8 contains 21669 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 229092 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17144 members 
Mstep: Class 17 contains 102374 members 
Mstep: Class 18 contains 127057 members 
Mstep: Class 19 contains 139932 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 18778 members 
Mstep: Class 23 contains 92151 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20245 members 
Mstep: Class 28 contains 92617 members 
Mstep: Class 29 contains 47478 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71349 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105472.000000 Penalty: 126379.453125
Iteration 175Q: 37 clusters Score -1.811055e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 65830 members 
Mstep: Class 6 contains 196830 members 
Mstep: Class 7 contains 20660 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 229215 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17150 members 
Mstep: Class 17 contains 102634 members 
Mstep: Class 18 contains 127056 members 
Mstep: Class 19 contains 139849 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 18787 members 
Mstep: Class 23 contains 91622 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20276 members 
Mstep: Class 28 contains 92544 members 
Mstep: Class 29 contains 47059 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71347 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105392.000000 Penalty: 126379.453125
Iteration 176Q: 37 clusters Score -1.811054e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 65821 members 
Mstep: Class 6 contains 197434 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 21655 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 15264 members 
Mstep: Class 14 contains 229335 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17158 members 
Mstep: Class 17 contains 102872 members 
Mstep: Class 18 contains 127058 members 
Mstep: Class 19 contains 139744 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 18804 members 
Mstep: Class 23 contains 91159 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20318 members 
Mstep: Class 28 contains 92486 members 
Mstep: Class 29 contains 46654 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 34 contains 71353 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105264.000000 Penalty: 126379.453125
Iteration 177Q: 37 clusters Score -1.811053e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12729 members 
Mstep: Class 5 contains 65809 members 
Mstep: Class 6 contains 197987 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 21651 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 229423 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 103096 members 
Mstep: Class 18 contains 127057 members 
Mstep: Class 19 contains 139665 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 18820 members 
Mstep: Class 23 contains 90743 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20344 members 
Mstep: Class 28 contains 92439 members 
Mstep: Class 29 contains 46273 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 34 contains 71359 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6358 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104640.000000 Penalty: 126379.453125
Iteration 178Q: 37 clusters Score -1.811046e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 65800 members 
Mstep: Class 6 contains 198475 members 
Mstep: Class 7 contains 20656 members 
Mstep: Class 8 contains 21652 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 229509 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17184 members 
Mstep: Class 17 contains 103332 members 
Mstep: Class 18 contains 127059 members 
Mstep: Class 19 contains 139606 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 18831 members 
Mstep: Class 23 contains 90365 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20363 members 
Mstep: Class 28 contains 92382 members 
Mstep: Class 29 contains 45904 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 34 contains 71365 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103936.000000 Penalty: 126379.453125
Iteration 179Q: 37 clusters Score -1.811039e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 65795 members 
Mstep: Class 6 contains 198864 members 
Mstep: Class 7 contains 20653 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 229618 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 103570 members 
Mstep: Class 18 contains 127058 members 
Mstep: Class 19 contains 139587 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 18843 members 
Mstep: Class 23 contains 89985 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20377 members 
Mstep: Class 28 contains 92340 members 
Mstep: Class 29 contains 45571 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71373 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104176.000000 Penalty: 126379.453125
Iteration 180F: 37 clusters Score -1.811042e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12711 members 
Mstep: Class 5 contains 65789 members 
Mstep: Class 6 contains 199248 members 
Mstep: Class 7 contains 20651 members 
Mstep: Class 8 contains 21664 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 229689 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17200 members 
Mstep: Class 17 contains 103812 members 
Mstep: Class 18 contains 127059 members 
Mstep: Class 19 contains 139535 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18851 members 
Mstep: Class 23 contains 89673 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20395 members 
Mstep: Class 28 contains 92295 members 
Mstep: Class 29 contains 45257 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 1987 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71370 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103968.000000 Penalty: 126379.453125
Iteration 181Q: 37 clusters Score -1.81104e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 65782 members 
Mstep: Class 6 contains 199578 members 
Mstep: Class 7 contains 20649 members 
Mstep: Class 8 contains 21667 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 229752 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 17 contains 104029 members 
Mstep: Class 18 contains 127057 members 
Mstep: Class 19 contains 139527 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18860 members 
Mstep: Class 23 contains 89358 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20411 members 
Mstep: Class 28 contains 92262 members 
Mstep: Class 29 contains 44968 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 1990 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71372 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104112.000000 Penalty: 126379.453125
Iteration 182Q: 37 clusters Score -1.811041e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12691 members 
Mstep: Class 5 contains 65770 members 
Mstep: Class 6 contains 199868 members 
Mstep: Class 7 contains 20646 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 229824 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 104285 members 
Mstep: Class 18 contains 127057 members 
Mstep: Class 19 contains 139445 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18860 members 
Mstep: Class 23 contains 89068 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20433 members 
Mstep: Class 28 contains 92238 members 
Mstep: Class 29 contains 44721 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 1995 members 
Mstep: Class 32 contains 3446 members 
Mstep: Class 34 contains 71369 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103792.000000 Penalty: 126379.453125
Iteration 183Q: 37 clusters Score -1.811038e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12686 members 
Mstep: Class 5 contains 65769 members 
Mstep: Class 6 contains 200113 members 
Mstep: Class 7 contains 20645 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 229860 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 104512 members 
Mstep: Class 18 contains 127054 members 
Mstep: Class 19 contains 139356 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18860 members 
Mstep: Class 23 contains 88815 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 92202 members 
Mstep: Class 29 contains 44537 members 
Mstep: Class 30 contains 4469 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 34 contains 71371 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6360 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103712.000000 Penalty: 126379.453125
Iteration 184Q: 37 clusters Score -1.811037e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 200294 members 
Mstep: Class 7 contains 20645 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 229914 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17209 members 
Mstep: Class 17 contains 104733 members 
Mstep: Class 18 contains 127055 members 
Mstep: Class 19 contains 139277 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18858 members 
Mstep: Class 23 contains 88551 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20492 members 
Mstep: Class 28 contains 92172 members 
Mstep: Class 29 contains 44393 members 
Mstep: Class 30 contains 4469 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 34 contains 71381 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6360 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103584.000000 Penalty: 126379.453125
Iteration 185Q: 37 clusters Score -1.811036e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12673 members 
Mstep: Class 5 contains 65767 members 
Mstep: Class 6 contains 200463 members 
Mstep: Class 7 contains 20646 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 229997 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17212 members 
Mstep: Class 17 contains 104939 members 
Mstep: Class 18 contains 127053 members 
Mstep: Class 19 contains 139177 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18856 members 
Mstep: Class 23 contains 88248 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20530 members 
Mstep: Class 28 contains 92156 members 
Mstep: Class 29 contains 44329 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6360 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103648.000000 Penalty: 126379.453125
Iteration 186Q: 37 clusters Score -1.811036e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 65769 members 
Mstep: Class 6 contains 200568 members 
Mstep: Class 7 contains 20645 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 4929 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 230061 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17214 members 
Mstep: Class 17 contains 105179 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 139059 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18855 members 
Mstep: Class 23 contains 87986 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20565 members 
Mstep: Class 28 contains 92127 members 
Mstep: Class 29 contains 44278 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3446 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 37 clusters Score -1.811036e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 65771 members 
Mstep: Class 6 contains 200705 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 8827 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 230124 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17218 members 
Mstep: Class 17 contains 105400 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 138957 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 18862 members 
Mstep: Class 23 contains 87734 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20592 members 
Mstep: Class 28 contains 92105 members 
Mstep: Class 29 contains 44189 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103264.000000 Penalty: 126379.453125
Iteration 188Q: 37 clusters Score -1.811033e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 65770 members 
Mstep: Class 6 contains 200806 members 
Mstep: Class 7 contains 20642 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 15264 members 
Mstep: Class 14 contains 230179 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17219 members 
Mstep: Class 17 contains 105594 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 138877 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 18866 members 
Mstep: Class 23 contains 87513 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20613 members 
Mstep: Class 28 contains 92081 members 
Mstep: Class 29 contains 44142 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71380 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6363 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103136.000000 Penalty: 126379.453125
Iteration 189Q: 37 clusters Score -1.811031e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 65765 members 
Mstep: Class 6 contains 200894 members 
Mstep: Class 7 contains 20640 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 230225 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17224 members 
Mstep: Class 17 contains 105784 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 138776 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18872 members 
Mstep: Class 23 contains 87323 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20646 members 
Mstep: Class 28 contains 92069 members 
Mstep: Class 29 contains 44097 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71380 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102864.000000 Penalty: 126379.453125
Iteration 190Q: 37 clusters Score -1.811029e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 65773 members 
Mstep: Class 6 contains 200987 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 230230 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 105959 members 
Mstep: Class 18 contains 127049 members 
Mstep: Class 19 contains 138659 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18878 members 
Mstep: Class 23 contains 87154 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20677 members 
Mstep: Class 28 contains 92053 members 
Mstep: Class 29 contains 44070 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3444 members 
Mstep: Class 34 contains 71384 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102528.000000 Penalty: 126379.453125
Iteration 191Q: 37 clusters Score -1.811025e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 65779 members 
Mstep: Class 6 contains 201077 members 
Mstep: Class 7 contains 20637 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230288 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17233 members 
Mstep: Class 17 contains 106139 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 138525 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18887 members 
Mstep: Class 23 contains 86990 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20704 members 
Mstep: Class 28 contains 92034 members 
Mstep: Class 29 contains 44025 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3446 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6368 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102400.000000 Penalty: 126379.453125
Iteration 192Q: 37 clusters Score -1.811024e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 65786 members 
Mstep: Class 6 contains 201169 members 
Mstep: Class 7 contains 20636 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230337 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17232 members 
Mstep: Class 17 contains 106310 members 
Mstep: Class 18 contains 127049 members 
Mstep: Class 19 contains 138385 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 86836 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20741 members 
Mstep: Class 28 contains 92024 members 
Mstep: Class 29 contains 43991 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6368 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102480.000000 Penalty: 126379.453125
Iteration 193Q: 37 clusters Score -1.811025e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 65795 members 
Mstep: Class 6 contains 201217 members 
Mstep: Class 7 contains 20635 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15256 members 
Mstep: Class 14 contains 230394 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17237 members 
Mstep: Class 17 contains 106447 members 
Mstep: Class 18 contains 127048 members 
Mstep: Class 19 contains 138281 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18891 members 
Mstep: Class 23 contains 86697 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20767 members 
Mstep: Class 28 contains 92016 members 
Mstep: Class 29 contains 43950 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102496.000000 Penalty: 126379.453125
Iteration 194Q: 37 clusters Score -1.811025e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 65792 members 
Mstep: Class 6 contains 201290 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 21697 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230415 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17240 members 
Mstep: Class 17 contains 106586 members 
Mstep: Class 18 contains 127045 members 
Mstep: Class 19 contains 138183 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18903 members 
Mstep: Class 23 contains 86565 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20791 members 
Mstep: Class 28 contains 92011 members 
Mstep: Class 29 contains 43920 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71386 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6371 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102432.000000 Penalty: 126379.453125
Iteration 195Q: 37 clusters Score -1.811024e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12643 members 
Mstep: Class 5 contains 65786 members 
Mstep: Class 6 contains 201333 members 
Mstep: Class 7 contains 20635 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230451 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17246 members 
Mstep: Class 17 contains 106723 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 138074 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18902 members 
Mstep: Class 23 contains 86446 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20802 members 
Mstep: Class 28 contains 92007 members 
Mstep: Class 29 contains 43911 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71395 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6379 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102496.000000 Penalty: 126379.453125
Iteration 196Q: 37 clusters Score -1.811025e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 65782 members 
Mstep: Class 6 contains 201401 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 230485 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17246 members 
Mstep: Class 17 contains 106829 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 137972 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18906 members 
Mstep: Class 23 contains 86325 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20806 members 
Mstep: Class 28 contains 92011 members 
Mstep: Class 29 contains 43920 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6384 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102256.000000 Penalty: 126379.453125
Iteration 197Q: 37 clusters Score -1.811023e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12633 members 
Mstep: Class 5 contains 65779 members 
Mstep: Class 6 contains 201480 members 
Mstep: Class 7 contains 20631 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230488 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17244 members 
Mstep: Class 17 contains 106908 members 
Mstep: Class 18 contains 127043 members 
Mstep: Class 19 contains 137882 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18915 members 
Mstep: Class 23 contains 86234 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20820 members 
Mstep: Class 28 contains 91998 members 
Mstep: Class 29 contains 43944 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71411 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6386 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102352.000000 Penalty: 126379.453125
Iteration 198Q: 37 clusters Score -1.811024e+08 nChanged 1024
Entering ConstructFrom: 
Score: -181102352.000000 Penalty: 126379.453125
Entering ConstructFrom: 
Trying to split cluster 1 (33007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Entering Unmasked Estep 
Score: -4321447.500000 Penalty: 2580.309814
	Iteration 0F: 2 clusters Score -4321448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4298885.500000 Penalty: 5160.619629
	Iteration 0F: 3 clusters Score -4298886 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4306850.000000 Penalty: 5160.619629
	Iteration 1F: 3 clusters Score -4306850 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4307310.500000 Penalty: 5160.619629
	Iteration 2Q: 3 clusters Score -4307310 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4307730.500000 Penalty: 5160.619629
	Iteration 3Q: 3 clusters Score -4307730 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4308140.500000 Penalty: 5160.619629
	Iteration 4Q: 3 clusters Score -4308140 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4308576.500000 Penalty: 5160.619629
	Iteration 5Q: 3 clusters Score -4308576 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4309101.000000 Penalty: 5160.619629
	Iteration 6Q: 3 clusters Score -4309101 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4309736.000000 Penalty: 5160.619629
	Iteration 7Q: 3 clusters Score -4309736 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4310624.000000 Penalty: 5160.619629
	Iteration 8Q: 3 clusters Score -4310624 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4311774.000000 Penalty: 5160.619629
	Iteration 9F: 3 clusters Score -4311774 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4313084.500000 Penalty: 5160.619629
	Iteration 10F: 3 clusters Score -4313084 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4314355.500000 Penalty: 5160.619629
	Iteration 11F: 3 clusters Score -4314356 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4315365.500000 Penalty: 5160.619629
	Iteration 12F: 3 clusters Score -4315366 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4316034.500000 Penalty: 5160.619629
	Iteration 13Q: 3 clusters Score -4316034 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4316531.000000 Penalty: 5160.619629
	Iteration 14Q: 3 clusters Score -4316531 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4316932.500000 Penalty: 5160.619629
	Iteration 15Q: 3 clusters Score -4316932 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4317224.000000 Penalty: 5160.619629
	Iteration 16Q: 3 clusters Score -4317224 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4317462.000000 Penalty: 5160.619629
	Iteration 17Q: 3 clusters Score -4317462 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4317702.000000 Penalty: 5160.619629
	Iteration 18Q: 3 clusters Score -4317702 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4317872.500000 Penalty: 5160.619629
	Iteration 19Q: 3 clusters Score -4317872 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4317991.000000 Penalty: 5160.619629
	Iteration 20F: 3 clusters Score -4317991 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4318150.500000 Penalty: 5160.619629
	Iteration 21Q: 3 clusters Score -4318150 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4318269.000000 Penalty: 5160.619629
	Iteration 22Q: 3 clusters Score -4318269 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4318355.000000 Penalty: 5160.619629
	Iteration 23Q: 3 clusters Score -4318355 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4318445.000000 Penalty: 5160.619629
	Iteration 24Q: 3 clusters Score -4318445 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4318502.000000 Penalty: 5160.619629
	Iteration 25Q: 3 clusters Score -4318502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4318561.000000 Penalty: 5160.619629
	Iteration 26Q: 3 clusters Score -4318561 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4318611.500000 Penalty: 5160.619629
	Iteration 27Q: 3 clusters Score -4318612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4318672.000000 Penalty: 5160.619629
	Iteration 28Q: 3 clusters Score -4318672 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4318694.500000 Penalty: 5160.619629
	Iteration 29Q: 3 clusters Score -4318694 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4318724.500000 Penalty: 5160.619629
	Iteration 30Q: 3 clusters Score -4318724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4318761.000000 Penalty: 5160.619629
	Iteration 31Q: 3 clusters Score -4318761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4318797.000000 Penalty: 5160.619629
	Iteration 32Q: 3 clusters Score -4318797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4318836.000000 Penalty: 5160.619629
	Iteration 33Q: 3 clusters Score -4318836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4318868.000000 Penalty: 5160.619629
	Iteration 34Q: 3 clusters Score -4318868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4318901.500000 Penalty: 5160.619629
	Iteration 35Q: 3 clusters Score -4318902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4318928.500000 Penalty: 5160.619629
	Iteration 36Q: 3 clusters Score -4318928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4318953.500000 Penalty: 5160.619629
	Iteration 37Q: 3 clusters Score -4318954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4318989.500000 Penalty: 5160.619629
	Iteration 38Q: 3 clusters Score -4318990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4319010.500000 Penalty: 5160.619629
	Iteration 39Q: 3 clusters Score -4319010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4319028.000000 Penalty: 5160.619629
	Iteration 40F: 3 clusters Score -4319028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4319043.000000 Penalty: 5160.619629
	Iteration 41Q: 3 clusters Score -4319043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4319054.500000 Penalty: 5160.619629
	Iteration 42Q: 3 clusters Score -4319054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4319079.000000 Penalty: 5160.619629
	Iteration 43Q: 3 clusters Score -4319079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4319090.000000 Penalty: 5160.619629
	Iteration 44Q: 3 clusters Score -4319090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4319101.500000 Penalty: 5160.619629
	Iteration 45Q: 3 clusters Score -4319102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4319100.500000 Penalty: 5160.619629
	Iteration 46Q: 3 clusters Score -4319100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4319110.500000 Penalty: 5160.619629
	Iteration 47Q: 3 clusters Score -4319110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4319122.000000 Penalty: 5160.619629
	Iteration 48Q: 3 clusters Score -4319122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4319133.000000 Penalty: 5160.619629
	Iteration 49Q: 3 clusters Score -4319133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4319138.000000 Penalty: 5160.619629
	Iteration 50Q: 3 clusters Score -4319138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4319142.500000 Penalty: 5160.619629
	Iteration 51Q: 3 clusters Score -4319142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4319144.000000 Penalty: 5160.619629
	Iteration 52Q: 3 clusters Score -4319144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4319147.000000 Penalty: 5160.619629
	Iteration 53Q: 3 clusters Score -4319147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4319156.000000 Penalty: 5160.619629
	Iteration 54Q: 3 clusters Score -4319156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4319160.500000 Penalty: 5160.619629
	Iteration 55Q: 3 clusters Score -4319160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4319167.500000 Penalty: 5160.619629
	Iteration 56Q: 3 clusters Score -4319168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4319184.500000 Penalty: 5160.619629
	Iteration 57Q: 3 clusters Score -4319184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4319193.000000 Penalty: 5160.619629
	Iteration 58Q: 3 clusters Score -4319193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4319195.500000 Penalty: 5160.619629
	Iteration 59Q: 3 clusters Score -4319196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4319196.000000 Penalty: 5160.619629
	Iteration 60F: 3 clusters Score -4319196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4319197.500000 Penalty: 5160.619629
	Iteration 61Q: 3 clusters Score -4319198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4319203.500000 Penalty: 5160.619629
	Iteration 62Q: 3 clusters Score -4319204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4319204.500000 Penalty: 5160.619629
	Iteration 63Q: 3 clusters Score -4319204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4319207.000000 Penalty: 5160.619629
	Iteration 64Q: 3 clusters Score -4319207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4319212.000000 Penalty: 5160.619629
	Iteration 65Q: 3 clusters Score -4319212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4319210.000000 Penalty: 5160.619629
	Iteration 66Q: 3 clusters Score -4319210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4319205.500000 Penalty: 5160.619629
	Iteration 67Q: 3 clusters Score -4319206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4319216.000000 Penalty: 5160.619629
	Iteration 68Q: 3 clusters Score -4319216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4319221.500000 Penalty: 5160.619629
	Iteration 69Q: 3 clusters Score -4319222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4319219.000000 Penalty: 5160.619629
	Iteration 70Q: 3 clusters Score -4319219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4319220.000000 Penalty: 5160.619629
	Iteration 71Q: 3 clusters Score -4319220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4319214.000000 Penalty: 5160.619629
	Iteration 72Q: 3 clusters Score -4319214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4319223.000000 Penalty: 5160.619629
	Iteration 73Q: 3 clusters Score -4319223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4319225.000000 Penalty: 5160.619629
	Iteration 74Q: 3 clusters Score -4319225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4319226.000000 Penalty: 5160.619629
	Iteration 75Q: 3 clusters Score -4319226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4319236.500000 Penalty: 5160.619629
	Iteration 76Q: 3 clusters Score -4319236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4319237.000000 Penalty: 5160.619629
	Iteration 77Q: 3 clusters Score -4319237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4319246.000000 Penalty: 5160.619629
	Iteration 78Q: 3 clusters Score -4319246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4319250.500000 Penalty: 5160.619629
	Iteration 79Q: 3 clusters Score -4319250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4319255.000000 Penalty: 5160.619629
	Iteration 80F: 3 clusters Score -4319255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4319255.500000 Penalty: 5160.619629
	Iteration 81Q: 3 clusters Score -4319256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4319255.500000 Penalty: 5160.619629
	Iteration 82Q: 3 clusters Score -4319256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4319248.500000 Penalty: 5160.619629
	Iteration 83Q: 3 clusters Score -4319248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4319249.500000 Penalty: 5160.619629
	Iteration 84Q: 3 clusters Score -4319250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4319253.000000 Penalty: 5160.619629
	Iteration 85Q: 3 clusters Score -4319253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4319256.500000 Penalty: 5160.619629
	Iteration 86Q: 3 clusters Score -4319256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4319253.500000 Penalty: 5160.619629
	Iteration 87Q: 3 clusters Score -4319254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4319261.000000 Penalty: 5160.619629
	Iteration 88Q: 3 clusters Score -4319261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4319260.500000 Penalty: 5160.619629
	Iteration 89Q: 3 clusters Score -4319260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4319265.000000 Penalty: 5160.619629
	Iteration 90Q: 3 clusters Score -4319265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4319263.000000 Penalty: 5160.619629
	Iteration 91Q: 3 clusters Score -4319263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4319265.500000 Penalty: 5160.619629
	Iteration 92Q: 3 clusters Score -4319266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4319263.000000 Penalty: 5160.619629
	Iteration 93Q: 3 clusters Score -4319263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4319263.500000 Penalty: 5160.619629
	Iteration 94Q: 3 clusters Score -4319264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4319264.500000 Penalty: 5160.619629
	Iteration 95Q: 3 clusters Score -4319264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4319264.000000 Penalty: 5160.619629
	Iteration 96Q: 3 clusters Score -4319264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4319270.000000 Penalty: 5160.619629
	Iteration 97Q: 3 clusters Score -4319270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4319275.500000 Penalty: 5160.619629
	Iteration 98Q: 3 clusters Score -4319276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4319272.500000 Penalty: 5160.619629
	Iteration 99Q: 3 clusters Score -4319272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4319287.500000 Penalty: 5160.619629
	Iteration 100F: 3 clusters Score -4319288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4319290.000000 Penalty: 5160.619629
	Iteration 101Q: 3 clusters Score -4319290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4319288.500000 Penalty: 5160.619629
	Iteration 102Q: 3 clusters Score -4319288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4319294.500000 Penalty: 5160.619629
	Iteration 103Q: 3 clusters Score -4319294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4319288.000000 Penalty: 5160.619629
	Iteration 104Q: 3 clusters Score -4319288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4319297.500000 Penalty: 5160.619629
	Iteration 105Q: 3 clusters Score -4319298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4319301.000000 Penalty: 5160.619629
	Iteration 106Q: 3 clusters Score -4319301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4319301.500000 Penalty: 5160.619629
	Iteration 107Q: 3 clusters Score -4319302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4319303.000000 Penalty: 5160.619629
	Iteration 108Q: 3 clusters Score -4319303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4319307.500000 Penalty: 5160.619629
	Iteration 109Q: 3 clusters Score -4319308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4319309.000000 Penalty: 5160.619629
	Iteration 110Q: 3 clusters Score -4319309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4319316.500000 Penalty: 5160.619629
	Iteration 111Q: 3 clusters Score -4319316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4319313.000000 Penalty: 5160.619629
	Iteration 112Q: 3 clusters Score -4319313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4319311.000000 Penalty: 5160.619629
	Iteration 113Q: 3 clusters Score -4319311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4319314.000000 Penalty: 5160.619629
	Iteration 114Q: 3 clusters Score -4319314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4319314.500000 Penalty: 5160.619629
	Iteration 115Q: 3 clusters Score -4319314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4319313.000000 Penalty: 5160.619629
	Iteration 116Q: 3 clusters Score -4319313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4319315.500000 Penalty: 5160.619629
	Iteration 117Q: 3 clusters Score -4319316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4319315.500000 Penalty: 5160.619629
	Iteration 118F: 3 clusters Score -4319316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -375676.781250 Penalty: 2007.102905
	Iteration 0F: 2 clusters Score -375676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -372260.812500 Penalty: 4014.205811
	Iteration 0F: 3 clusters Score -372260.8 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -373107.593750 Penalty: 4014.205811
	Iteration 1F: 3 clusters Score -373107.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -373358.468750 Penalty: 4014.205811
	Iteration 2F: 3 clusters Score -373358.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -373536.031250 Penalty: 4014.205811
	Iteration 3F: 3 clusters Score -373536 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -373693.156250 Penalty: 4014.205811
	Iteration 4F: 3 clusters Score -373693.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -373814.625000 Penalty: 4014.205811
	Iteration 5Q: 3 clusters Score -373814.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -373940.687500 Penalty: 4014.205811
	Iteration 6Q: 3 clusters Score -373940.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -374063.375000 Penalty: 4014.205811
	Iteration 7Q: 3 clusters Score -374063.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -374194.687500 Penalty: 4014.205811
	Iteration 8Q: 3 clusters Score -374194.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -374293.687500 Penalty: 4014.205811
	Iteration 9Q: 3 clusters Score -374293.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -374368.875000 Penalty: 4014.205811
	Iteration 10Q: 3 clusters Score -374368.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -374436.031250 Penalty: 4014.205811
	Iteration 11Q: 3 clusters Score -374436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374481.031250 Penalty: 4014.205811
	Iteration 12Q: 3 clusters Score -374481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -374516.875000 Penalty: 4014.205811
	Iteration 13Q: 3 clusters Score -374516.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -374549.093750 Penalty: 4014.205811
	Iteration 14Q: 3 clusters Score -374549.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -374579.468750 Penalty: 4014.205811
	Iteration 15Q: 3 clusters Score -374579.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -374616.562500 Penalty: 4014.205811
	Iteration 16Q: 3 clusters Score -374616.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -374654.250000 Penalty: 4014.205811
	Iteration 17Q: 3 clusters Score -374654.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -374693.218750 Penalty: 4014.205811
	Iteration 18Q: 3 clusters Score -374693.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -374742.687500 Penalty: 4014.205811
	Iteration 19Q: 3 clusters Score -374742.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -374770.562500 Penalty: 4014.205811
	Iteration 20F: 3 clusters Score -374770.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -374790.187500 Penalty: 4014.205811
	Iteration 21Q: 3 clusters Score -374790.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -374804.812500 Penalty: 4014.205811
	Iteration 22Q: 3 clusters Score -374804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -374817.718750 Penalty: 4014.205811
	Iteration 23Q: 3 clusters Score -374817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -374833.000000 Penalty: 4014.205811
	Iteration 24Q: 3 clusters Score -374833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -374850.500000 Penalty: 4014.205811
	Iteration 25Q: 3 clusters Score -374850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -374860.843750 Penalty: 4014.205811
	Iteration 26Q: 3 clusters Score -374860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -374873.218750 Penalty: 4014.205811
	Iteration 27Q: 3 clusters Score -374873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -374877.062500 Penalty: 4014.205811
	Iteration 28Q: 3 clusters Score -374877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -374882.031250 Penalty: 4014.205811
	Iteration 29Q: 3 clusters Score -374882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -374885.593750 Penalty: 4014.205811
	Iteration 30Q: 3 clusters Score -374885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374885.437500 Penalty: 4014.205811
	Iteration 31Q: 3 clusters Score -374885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374886.937500 Penalty: 4014.205811
	Iteration 32Q: 3 clusters Score -374886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -374887.968750 Penalty: 4014.205811
	Iteration 33Q: 3 clusters Score -374888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374888.218750 Penalty: 4014.205811
	Iteration 34Q: 3 clusters Score -374888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374888.218750 Penalty: 4014.205811
	Iteration 35F: 3 clusters Score -374888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77527.265625 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77527.27 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77700.992188 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77700.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77745.882812 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -77745.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77767.742188 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77767.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77777.750000 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77777.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77781.390625 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77781.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77783.929688 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77783.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77783.929688 Penalty: 3186.735107
	Iteration 7F: 3 clusters Score -77783.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Entering Unmasked Estep 
Score: -1660732.250000 Penalty: 2342.010986
	Iteration 0F: 2 clusters Score -1660732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1651326.750000 Penalty: 4684.021973
	Iteration 0F: 3 clusters Score -1651327 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1654220.375000 Penalty: 4684.021973
	Iteration 1F: 3 clusters Score -1654220 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1654512.625000 Penalty: 4684.021973
	Iteration 2F: 3 clusters Score -1654513 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1654719.625000 Penalty: 4684.021973
	Iteration 3Q: 3 clusters Score -1654720 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1654879.875000 Penalty: 4684.021973
	Iteration 4Q: 3 clusters Score -1654880 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1655061.625000 Penalty: 4684.021973
	Iteration 5Q: 3 clusters Score -1655062 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1655230.375000 Penalty: 4684.021973
	Iteration 6Q: 3 clusters Score -1655230 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1655376.625000 Penalty: 4684.021973
	Iteration 7Q: 3 clusters Score -1655377 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1655489.750000 Penalty: 4684.021973
	Iteration 8Q: 3 clusters Score -1655490 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1655607.125000 Penalty: 4684.021973
	Iteration 9Q: 3 clusters Score -1655607 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1655704.750000 Penalty: 4684.021973
	Iteration 10Q: 3 clusters Score -1655705 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1655808.750000 Penalty: 4684.021973
	Iteration 11Q: 3 clusters Score -1655809 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1655920.250000 Penalty: 4684.021973
	Iteration 12Q: 3 clusters Score -1655920 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1656038.125000 Penalty: 4684.021973
	Iteration 13Q: 3 clusters Score -1656038 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1656150.875000 Penalty: 4684.021973
	Iteration 14Q: 3 clusters Score -1656151 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1656285.750000 Penalty: 4684.021973
	Iteration 15Q: 3 clusters Score -1656286 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1656473.500000 Penalty: 4684.021973
	Iteration 16Q: 3 clusters Score -1656474 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1656708.125000 Penalty: 4684.021973
	Iteration 17Q: 3 clusters Score -1656708 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1656978.125000 Penalty: 4684.021973
	Iteration 18Q: 3 clusters Score -1656978 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1657252.250000 Penalty: 4684.021973
	Iteration 19Q: 3 clusters Score -1657252 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1657520.500000 Penalty: 4684.021973
	Iteration 20F: 3 clusters Score -1657520 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1657751.375000 Penalty: 4684.021973
	Iteration 21Q: 3 clusters Score -1657751 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1657952.000000 Penalty: 4684.021973
	Iteration 22Q: 3 clusters Score -1657952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1658129.000000 Penalty: 4684.021973
	Iteration 23Q: 3 clusters Score -1658129 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1658279.500000 Penalty: 4684.021973
	Iteration 24Q: 3 clusters Score -1658280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1658365.625000 Penalty: 4684.021973
	Iteration 25Q: 3 clusters Score -1658366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1658447.500000 Penalty: 4684.021973
	Iteration 26Q: 3 clusters Score -1658448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1658525.375000 Penalty: 4684.021973
	Iteration 27Q: 3 clusters Score -1658525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1658567.000000 Penalty: 4684.021973
	Iteration 28Q: 3 clusters Score -1658567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1658605.000000 Penalty: 4684.021973
	Iteration 29Q: 3 clusters Score -1658605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1658623.625000 Penalty: 4684.021973
	Iteration 30Q: 3 clusters Score -1658624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1658641.250000 Penalty: 4684.021973
	Iteration 31Q: 3 clusters Score -1658641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1658659.875000 Penalty: 4684.021973
	Iteration 32Q: 3 clusters Score -1658660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1658673.625000 Penalty: 4684.021973
	Iteration 33Q: 3 clusters Score -1658674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1658674.000000 Penalty: 4684.021973
	Iteration 34Q: 3 clusters Score -1658674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1658675.750000 Penalty: 4684.021973
	Iteration 35Q: 3 clusters Score -1658676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1658680.500000 Penalty: 4684.021973
	Iteration 36Q: 3 clusters Score -1658680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1658684.000000 Penalty: 4684.021973
	Iteration 37Q: 3 clusters Score -1658684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1658687.125000 Penalty: 4684.021973
	Iteration 38Q: 3 clusters Score -1658687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1658689.500000 Penalty: 4684.021973
	Iteration 39Q: 3 clusters Score -1658690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1658689.625000 Penalty: 4684.021973
	Iteration 40F: 3 clusters Score -1658690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1658691.375000 Penalty: 4684.021973
	Iteration 41Q: 3 clusters Score -1658691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1658690.750000 Penalty: 4684.021973
	Iteration 42Q: 3 clusters Score -1658691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1658694.375000 Penalty: 4684.021973
	Iteration 43Q: 3 clusters Score -1658694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1658695.000000 Penalty: 4684.021973
	Iteration 44Q: 3 clusters Score -1658695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1658695.750000 Penalty: 4684.021973
	Iteration 45Q: 3 clusters Score -1658696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1658696.375000 Penalty: 4684.021973
	Iteration 46Q: 3 clusters Score -1658696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1658699.875000 Penalty: 4684.021973
	Iteration 47Q: 3 clusters Score -1658700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1658701.250000 Penalty: 4684.021973
	Iteration 48Q: 3 clusters Score -1658701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1658703.625000 Penalty: 4684.021973
	Iteration 49Q: 3 clusters Score -1658704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1658703.625000 Penalty: 4684.021973
	Iteration 50F: 3 clusters Score -1658704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Entering Unmasked Estep 
Score: -8698963.000000 Penalty: 2751.344727
	Iteration 0F: 2 clusters Score -8698963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -8654992.000000 Penalty: 5502.689453
	Iteration 0F: 3 clusters Score -8654992 nChanged 30668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -8672255.000000 Penalty: 5502.689453
	Iteration 1F: 3 clusters Score -8672255 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -8673044.000000 Penalty: 5502.689453
	Iteration 2Q: 3 clusters Score -8673044 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -8674111.000000 Penalty: 5502.689453
	Iteration 3Q: 3 clusters Score -8674111 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8675703.000000 Penalty: 5502.689453
	Iteration 4Q: 3 clusters Score -8675703 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8678024.000000 Penalty: 5502.689453
	Iteration 5F: 3 clusters Score -8678024 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -8681457.000000 Penalty: 5502.689453
	Iteration 6F: 3 clusters Score -8681457 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -8686002.000000 Penalty: 5502.689453
	Iteration 7F: 3 clusters Score -8686002 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -8690472.000000 Penalty: 5502.689453
	Iteration 8F: 3 clusters Score -8690472 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -8693618.000000 Penalty: 5502.689453
	Iteration 9F: 3 clusters Score -8693618 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -8695219.000000 Penalty: 5502.689453
	Iteration 10Q: 3 clusters Score -8695219 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -8695924.000000 Penalty: 5502.689453
	Iteration 11Q: 3 clusters Score -8695924 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -8696205.000000 Penalty: 5502.689453
	Iteration 12Q: 3 clusters Score -8696205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8696371.000000 Penalty: 5502.689453
	Iteration 13Q: 3 clusters Score -8696371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -8696468.000000 Penalty: 5502.689453
	Iteration 14Q: 3 clusters Score -8696468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -8696517.000000 Penalty: 5502.689453
	Iteration 15Q: 3 clusters Score -8696517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -8696552.000000 Penalty: 5502.689453
	Iteration 16Q: 3 clusters Score -8696552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -8696575.000000 Penalty: 5502.689453
	Iteration 17Q: 3 clusters Score -8696575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -8696609.000000 Penalty: 5502.689453
	Iteration 18Q: 3 clusters Score -8696609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -8696621.000000 Penalty: 5502.689453
	Iteration 19Q: 3 clusters Score -8696621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -8696642.000000 Penalty: 5502.689453
	Iteration 20F: 3 clusters Score -8696642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -8696650.000000 Penalty: 5502.689453
	Iteration 21Q: 3 clusters Score -8696650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -8696664.000000 Penalty: 5502.689453
	Iteration 22Q: 3 clusters Score -8696664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -8696670.000000 Penalty: 5502.689453
	Iteration 23Q: 3 clusters Score -8696670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -8696682.000000 Penalty: 5502.689453
	Iteration 24Q: 3 clusters Score -8696682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -8696681.000000 Penalty: 5502.689453
	Iteration 25Q: 3 clusters Score -8696681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8696677.000000 Penalty: 5502.689453
	Iteration 26Q: 3 clusters Score -8696677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -8696701.000000 Penalty: 5502.689453
	Iteration 27Q: 3 clusters Score -8696701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8696703.000000 Penalty: 5502.689453
	Iteration 28Q: 3 clusters Score -8696703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8696703.000000 Penalty: 5502.689453
	Iteration 29Q: 3 clusters Score -8696703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8696702.000000 Penalty: 5502.689453
	Iteration 30Q: 3 clusters Score -8696702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8696704.000000 Penalty: 5502.689453
	Iteration 31Q: 3 clusters Score -8696704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8696703.000000 Penalty: 5502.689453
	Iteration 32Q: 3 clusters Score -8696703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8696707.000000 Penalty: 5502.689453
	Iteration 33Q: 3 clusters Score -8696707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8696708.000000 Penalty: 5502.689453
	Iteration 34Q: 3 clusters Score -8696708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8696708.000000 Penalty: 5502.689453
	Iteration 35F: 3 clusters Score -8696708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201561 members 
Entering Unmasked Estep 
Score: -27095254.000000 Penalty: 3029.034180
	Iteration 0F: 2 clusters Score -2.709525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -26982332.000000 Penalty: 6058.068359
	Iteration 0F: 3 clusters Score -2.698233e+07 nChanged 96911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -27038732.000000 Penalty: 6058.068359
	Iteration 1F: 3 clusters Score -2.703873e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -27039800.000000 Penalty: 6058.068359
	Iteration 2Q: 3 clusters Score -2.70398e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -27040832.000000 Penalty: 6058.068359
	Iteration 3Q: 3 clusters Score -2.704083e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -27042262.000000 Penalty: 6058.068359
	Iteration 4Q: 3 clusters Score -2.704226e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -27043820.000000 Penalty: 6058.068359
	Iteration 5Q: 3 clusters Score -2.704382e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -27045760.000000 Penalty: 6058.068359
	Iteration 6Q: 3 clusters Score -2.704576e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -27048210.000000 Penalty: 6058.068359
	Iteration 7Q: 3 clusters Score -2.704821e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 109034 members 
Entering Unmasked Estep 
Score: -27051178.000000 Penalty: 6058.068359
	Iteration 8Q: 3 clusters Score -2.705118e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -27054800.000000 Penalty: 6058.068359
	Iteration 9Q: 3 clusters Score -2.70548e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -27058652.000000 Penalty: 6058.068359
	Iteration 10Q: 3 clusters Score -2.705865e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -27064186.000000 Penalty: 6058.068359
	Iteration 11Q: 3 clusters Score -2.706419e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -27070076.000000 Penalty: 6058.068359
	Iteration 12F: 3 clusters Score -2.707008e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -27075332.000000 Penalty: 6058.068359
	Iteration 13F: 3 clusters Score -2.707533e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -27078110.000000 Penalty: 6058.068359
	Iteration 14Q: 3 clusters Score -2.707811e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -27078892.000000 Penalty: 6058.068359
	Iteration 15Q: 3 clusters Score -2.707889e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -27079212.000000 Penalty: 6058.068359
	Iteration 16Q: 3 clusters Score -2.707921e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -27079362.000000 Penalty: 6058.068359
	Iteration 17Q: 3 clusters Score -2.707936e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -27079518.000000 Penalty: 6058.068359
	Iteration 18Q: 3 clusters Score -2.707952e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -27079858.000000 Penalty: 6058.068359
	Iteration 19Q: 3 clusters Score -2.707986e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -27080080.000000 Penalty: 6058.068359
	Iteration 20F: 3 clusters Score -2.708008e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -27080314.000000 Penalty: 6058.068359
	Iteration 21Q: 3 clusters Score -2.708031e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -27080680.000000 Penalty: 6058.068359
	Iteration 22Q: 3 clusters Score -2.708068e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -27081106.000000 Penalty: 6058.068359
	Iteration 23Q: 3 clusters Score -2.708111e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -27081756.000000 Penalty: 6058.068359
	Iteration 24Q: 3 clusters Score -2.708176e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -27082016.000000 Penalty: 6058.068359
	Iteration 25Q: 3 clusters Score -2.708202e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -27082354.000000 Penalty: 6058.068359
	Iteration 26Q: 3 clusters Score -2.708235e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -27082610.000000 Penalty: 6058.068359
	Iteration 27Q: 3 clusters Score -2.708261e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -27082852.000000 Penalty: 6058.068359
	Iteration 28Q: 3 clusters Score -2.708285e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -27083050.000000 Penalty: 6058.068359
	Iteration 29Q: 3 clusters Score -2.708305e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -27083408.000000 Penalty: 6058.068359
	Iteration 30Q: 3 clusters Score -2.708341e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -27083648.000000 Penalty: 6058.068359
	Iteration 31Q: 3 clusters Score -2.708365e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -27083942.000000 Penalty: 6058.068359
	Iteration 32Q: 3 clusters Score -2.708394e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -27084160.000000 Penalty: 6058.068359
	Iteration 33Q: 3 clusters Score -2.708416e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -27084358.000000 Penalty: 6058.068359
	Iteration 34Q: 3 clusters Score -2.708436e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134113 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -27084390.000000 Penalty: 6058.068359
	Iteration 35Q: 3 clusters Score -2.708439e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -27084496.000000 Penalty: 6058.068359
	Iteration 36Q: 3 clusters Score -2.70845e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136571 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -27084612.000000 Penalty: 6058.068359
	Iteration 37Q: 3 clusters Score -2.708461e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -27084652.000000 Penalty: 6058.068359
	Iteration 38Q: 3 clusters Score -2.708465e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139003 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -27084716.000000 Penalty: 6058.068359
	Iteration 39Q: 3 clusters Score -2.708472e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -27084752.000000 Penalty: 6058.068359
	Iteration 40F: 3 clusters Score -2.708475e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141130 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -27084872.000000 Penalty: 6058.068359
	Iteration 41Q: 3 clusters Score -2.708487e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -27085090.000000 Penalty: 6058.068359
	Iteration 42Q: 3 clusters Score -2.708509e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -27085082.000000 Penalty: 6058.068359
	Iteration 43Q: 3 clusters Score -2.708508e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143921 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -27085014.000000 Penalty: 6058.068359
	Iteration 44Q: 3 clusters Score -2.708501e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -27085084.000000 Penalty: 6058.068359
	Iteration 45Q: 3 clusters Score -2.708508e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -27085252.000000 Penalty: 6058.068359
	Iteration 46Q: 3 clusters Score -2.708525e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -27085332.000000 Penalty: 6058.068359
	Iteration 47Q: 3 clusters Score -2.708533e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146885 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -27085390.000000 Penalty: 6058.068359
	Iteration 48Q: 3 clusters Score -2.708539e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -27085550.000000 Penalty: 6058.068359
	Iteration 49Q: 3 clusters Score -2.708555e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -27085528.000000 Penalty: 6058.068359
	Iteration 50Q: 3 clusters Score -2.708553e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -27085638.000000 Penalty: 6058.068359
	Iteration 51Q: 3 clusters Score -2.708564e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -27085558.000000 Penalty: 6058.068359
	Iteration 52Q: 3 clusters Score -2.708556e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -27085532.000000 Penalty: 6058.068359
	Iteration 53Q: 3 clusters Score -2.708553e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -27085512.000000 Penalty: 6058.068359
	Iteration 54Q: 3 clusters Score -2.708551e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150603 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -27085600.000000 Penalty: 6058.068359
	Iteration 55Q: 3 clusters Score -2.70856e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -27085610.000000 Penalty: 6058.068359
	Iteration 56Q: 3 clusters Score -2.708561e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -27085592.000000 Penalty: 6058.068359
	Iteration 57Q: 3 clusters Score -2.708559e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151826 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -27085538.000000 Penalty: 6058.068359
	Iteration 58Q: 3 clusters Score -2.708554e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152215 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -27085528.000000 Penalty: 6058.068359
	Iteration 59Q: 3 clusters Score -2.708553e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -27085546.000000 Penalty: 6058.068359
	Iteration 60F: 3 clusters Score -2.708555e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152940 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -27085488.000000 Penalty: 6058.068359
	Iteration 61Q: 3 clusters Score -2.708549e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -27085484.000000 Penalty: 6058.068359
	Iteration 62Q: 3 clusters Score -2.708548e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -27085488.000000 Penalty: 6058.068359
	Iteration 63Q: 3 clusters Score -2.708549e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -27085424.000000 Penalty: 6058.068359
	Iteration 64Q: 3 clusters Score -2.708542e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -27085436.000000 Penalty: 6058.068359
	Iteration 65Q: 3 clusters Score -2.708544e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154620 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -27085350.000000 Penalty: 6058.068359
	Iteration 66Q: 3 clusters Score -2.708535e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -27085342.000000 Penalty: 6058.068359
	Iteration 67Q: 3 clusters Score -2.708534e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -27085356.000000 Penalty: 6058.068359
	Iteration 68Q: 3 clusters Score -2.708536e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -27085318.000000 Penalty: 6058.068359
	Iteration 69Q: 3 clusters Score -2.708532e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155961 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -27085292.000000 Penalty: 6058.068359
	Iteration 70Q: 3 clusters Score -2.708529e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -27085228.000000 Penalty: 6058.068359
	Iteration 71Q: 3 clusters Score -2.708523e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -27085202.000000 Penalty: 6058.068359
	Iteration 72Q: 3 clusters Score -2.70852e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -27085182.000000 Penalty: 6058.068359
	Iteration 73Q: 3 clusters Score -2.708518e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -27085126.000000 Penalty: 6058.068359
	Iteration 74Q: 3 clusters Score -2.708513e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -27085054.000000 Penalty: 6058.068359
	Iteration 75Q: 3 clusters Score -2.708505e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -27084940.000000 Penalty: 6058.068359
	Iteration 76Q: 3 clusters Score -2.708494e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -27084868.000000 Penalty: 6058.068359
	Iteration 77Q: 3 clusters Score -2.708487e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -27084842.000000 Penalty: 6058.068359
	Iteration 78Q: 3 clusters Score -2.708484e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -27084734.000000 Penalty: 6058.068359
	Iteration 79Q: 3 clusters Score -2.708473e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159306 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -27084624.000000 Penalty: 6058.068359
	Iteration 80F: 3 clusters Score -2.708462e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -27084592.000000 Penalty: 6058.068359
	Iteration 81Q: 3 clusters Score -2.708459e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -27084616.000000 Penalty: 6058.068359
	Iteration 82Q: 3 clusters Score -2.708462e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -27084518.000000 Penalty: 6058.068359
	Iteration 83Q: 3 clusters Score -2.708452e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160764 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -27084334.000000 Penalty: 6058.068359
	Iteration 84Q: 3 clusters Score -2.708433e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -27084242.000000 Penalty: 6058.068359
	Iteration 85Q: 3 clusters Score -2.708424e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -27084184.000000 Penalty: 6058.068359
	Iteration 86Q: 3 clusters Score -2.708418e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -27084028.000000 Penalty: 6058.068359
	Iteration 87Q: 3 clusters Score -2.708403e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -27083928.000000 Penalty: 6058.068359
	Iteration 88Q: 3 clusters Score -2.708393e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -27083790.000000 Penalty: 6058.068359
	Iteration 89Q: 3 clusters Score -2.708379e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162932 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -27083706.000000 Penalty: 6058.068359
	Iteration 90Q: 3 clusters Score -2.708371e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -27083630.000000 Penalty: 6058.068359
	Iteration 91Q: 3 clusters Score -2.708363e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -27083544.000000 Penalty: 6058.068359
	Iteration 92Q: 3 clusters Score -2.708354e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163775 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -27083466.000000 Penalty: 6058.068359
	Iteration 93Q: 3 clusters Score -2.708347e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -27083484.000000 Penalty: 6058.068359
	Iteration 94Q: 3 clusters Score -2.708348e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -27083528.000000 Penalty: 6058.068359
	Iteration 95Q: 3 clusters Score -2.708353e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -27083532.000000 Penalty: 6058.068359
	Iteration 96Q: 3 clusters Score -2.708353e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164690 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -27083522.000000 Penalty: 6058.068359
	Iteration 97Q: 3 clusters Score -2.708352e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -27083554.000000 Penalty: 6058.068359
	Iteration 98Q: 3 clusters Score -2.708355e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -27083472.000000 Penalty: 6058.068359
	Iteration 99Q: 3 clusters Score -2.708347e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -27083468.000000 Penalty: 6058.068359
	Iteration 100F: 3 clusters Score -2.708347e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -27083404.000000 Penalty: 6058.068359
	Iteration 101Q: 3 clusters Score -2.70834e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -27083316.000000 Penalty: 6058.068359
	Iteration 102Q: 3 clusters Score -2.708332e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -27083260.000000 Penalty: 6058.068359
	Iteration 103Q: 3 clusters Score -2.708326e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -27083174.000000 Penalty: 6058.068359
	Iteration 104Q: 3 clusters Score -2.708317e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -27083058.000000 Penalty: 6058.068359
	Iteration 105Q: 3 clusters Score -2.708306e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -27082960.000000 Penalty: 6058.068359
	Iteration 106Q: 3 clusters Score -2.708296e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -27082902.000000 Penalty: 6058.068359
	Iteration 107Q: 3 clusters Score -2.70829e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -27082886.000000 Penalty: 6058.068359
	Iteration 108Q: 3 clusters Score -2.708289e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -27082848.000000 Penalty: 6058.068359
	Iteration 109Q: 3 clusters Score -2.708285e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -27082744.000000 Penalty: 6058.068359
	Iteration 110Q: 3 clusters Score -2.708274e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -27082676.000000 Penalty: 6058.068359
	Iteration 111Q: 3 clusters Score -2.708268e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -27082602.000000 Penalty: 6058.068359
	Iteration 112Q: 3 clusters Score -2.70826e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -27082574.000000 Penalty: 6058.068359
	Iteration 113Q: 3 clusters Score -2.708257e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -27082434.000000 Penalty: 6058.068359
	Iteration 114Q: 3 clusters Score -2.708243e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -27082436.000000 Penalty: 6058.068359
	Iteration 115Q: 3 clusters Score -2.708244e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -27082392.000000 Penalty: 6058.068359
	Iteration 116Q: 3 clusters Score -2.708239e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163144 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -27082362.000000 Penalty: 6058.068359
	Iteration 117Q: 3 clusters Score -2.708236e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -27082268.000000 Penalty: 6058.068359
	Iteration 118Q: 3 clusters Score -2.708227e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -27082130.000000 Penalty: 6058.068359
	Iteration 119Q: 3 clusters Score -2.708213e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -27082056.000000 Penalty: 6058.068359
	Iteration 120F: 3 clusters Score -2.708206e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -27081986.000000 Penalty: 6058.068359
	Iteration 121Q: 3 clusters Score -2.708199e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -27082000.000000 Penalty: 6058.068359
	Iteration 122Q: 3 clusters Score -2.7082e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -27081846.000000 Penalty: 6058.068359
	Iteration 123Q: 3 clusters Score -2.708185e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -27081746.000000 Penalty: 6058.068359
	Iteration 124Q: 3 clusters Score -2.708175e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -27081756.000000 Penalty: 6058.068359
	Iteration 125Q: 3 clusters Score -2.708176e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -27081628.000000 Penalty: 6058.068359
	Iteration 126Q: 3 clusters Score -2.708163e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -27081504.000000 Penalty: 6058.068359
	Iteration 127Q: 3 clusters Score -2.70815e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -27081484.000000 Penalty: 6058.068359
	Iteration 128Q: 3 clusters Score -2.708148e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -27081314.000000 Penalty: 6058.068359
	Iteration 129Q: 3 clusters Score -2.708131e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -27081386.000000 Penalty: 6058.068359
	Iteration 130Q: 3 clusters Score -2.708139e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153054 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -27081252.000000 Penalty: 6058.068359
	Iteration 131Q: 3 clusters Score -2.708125e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -27081328.000000 Penalty: 6058.068359
	Iteration 132Q: 3 clusters Score -2.708133e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -27081530.000000 Penalty: 6058.068359
	Iteration 133Q: 3 clusters Score -2.708153e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -27081516.000000 Penalty: 6058.068359
	Iteration 134Q: 3 clusters Score -2.708152e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -27081438.000000 Penalty: 6058.068359
	Iteration 135Q: 3 clusters Score -2.708144e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -27081418.000000 Penalty: 6058.068359
	Iteration 136Q: 3 clusters Score -2.708142e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -27081526.000000 Penalty: 6058.068359
	Iteration 137Q: 3 clusters Score -2.708153e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -27081522.000000 Penalty: 6058.068359
	Iteration 138Q: 3 clusters Score -2.708152e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142647 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -27081564.000000 Penalty: 6058.068359
	Iteration 139Q: 3 clusters Score -2.708156e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141328 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -27081714.000000 Penalty: 6058.068359
	Iteration 140F: 3 clusters Score -2.708171e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139936 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -27081638.000000 Penalty: 6058.068359
	Iteration 141Q: 3 clusters Score -2.708164e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -27081804.000000 Penalty: 6058.068359
	Iteration 142Q: 3 clusters Score -2.70818e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -27081728.000000 Penalty: 6058.068359
	Iteration 143Q: 3 clusters Score -2.708173e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -27081862.000000 Penalty: 6058.068359
	Iteration 144Q: 3 clusters Score -2.708186e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134284 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -27081898.000000 Penalty: 6058.068359
	Iteration 145Q: 3 clusters Score -2.70819e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -27081910.000000 Penalty: 6058.068359
	Iteration 146Q: 3 clusters Score -2.708191e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -27081944.000000 Penalty: 6058.068359
	Iteration 147Q: 3 clusters Score -2.708194e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -27082082.000000 Penalty: 6058.068359
	Iteration 148Q: 3 clusters Score -2.708208e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -27082122.000000 Penalty: 6058.068359
	Iteration 149Q: 3 clusters Score -2.708212e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -27082106.000000 Penalty: 6058.068359
	Iteration 150Q: 3 clusters Score -2.708211e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -27082192.000000 Penalty: 6058.068359
	Iteration 151Q: 3 clusters Score -2.708219e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -27082328.000000 Penalty: 6058.068359
	Iteration 152Q: 3 clusters Score -2.708233e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -27082380.000000 Penalty: 6058.068359
	Iteration 153Q: 3 clusters Score -2.708238e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -27082476.000000 Penalty: 6058.068359
	Iteration 154Q: 3 clusters Score -2.708248e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122343 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -27082472.000000 Penalty: 6058.068359
	Iteration 155Q: 3 clusters Score -2.708247e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -27082478.000000 Penalty: 6058.068359
	Iteration 156Q: 3 clusters Score -2.708248e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -27082584.000000 Penalty: 6058.068359
	Iteration 157Q: 3 clusters Score -2.708258e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -27082534.000000 Penalty: 6058.068359
	Iteration 158Q: 3 clusters Score -2.708253e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -27082572.000000 Penalty: 6058.068359
	Iteration 159Q: 3 clusters Score -2.708257e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -27082586.000000 Penalty: 6058.068359
	Iteration 160F: 3 clusters Score -2.708259e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -27082620.000000 Penalty: 6058.068359
	Iteration 161Q: 3 clusters Score -2.708262e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -27082594.000000 Penalty: 6058.068359
	Iteration 162Q: 3 clusters Score -2.708259e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -27082628.000000 Penalty: 6058.068359
	Iteration 163Q: 3 clusters Score -2.708263e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -27082572.000000 Penalty: 6058.068359
	Iteration 164Q: 3 clusters Score -2.708257e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -27082668.000000 Penalty: 6058.068359
	Iteration 165Q: 3 clusters Score -2.708267e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -27082724.000000 Penalty: 6058.068359
	Iteration 166Q: 3 clusters Score -2.708272e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -27082696.000000 Penalty: 6058.068359
	Iteration 167Q: 3 clusters Score -2.70827e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -27082752.000000 Penalty: 6058.068359
	Iteration 168Q: 3 clusters Score -2.708275e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -27082656.000000 Penalty: 6058.068359
	Iteration 169Q: 3 clusters Score -2.708266e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -27082650.000000 Penalty: 6058.068359
	Iteration 170Q: 3 clusters Score -2.708265e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -27082694.000000 Penalty: 6058.068359
	Iteration 171Q: 3 clusters Score -2.708269e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -27082806.000000 Penalty: 6058.068359
	Iteration 172Q: 3 clusters Score -2.708281e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -27082856.000000 Penalty: 6058.068359
	Iteration 173Q: 3 clusters Score -2.708286e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -27082838.000000 Penalty: 6058.068359
	Iteration 174Q: 3 clusters Score -2.708284e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -27082962.000000 Penalty: 6058.068359
	Iteration 175Q: 3 clusters Score -2.708296e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -27082942.000000 Penalty: 6058.068359
	Iteration 176Q: 3 clusters Score -2.708294e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -27082952.000000 Penalty: 6058.068359
	Iteration 177Q: 3 clusters Score -2.708295e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -27083056.000000 Penalty: 6058.068359
	Iteration 178Q: 3 clusters Score -2.708306e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -27083212.000000 Penalty: 6058.068359
	Iteration 179Q: 3 clusters Score -2.708321e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -27083278.000000 Penalty: 6058.068359
	Iteration 180F: 3 clusters Score -2.708328e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -27083336.000000 Penalty: 6058.068359
	Iteration 181Q: 3 clusters Score -2.708334e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -27083420.000000 Penalty: 6058.068359
	Iteration 182Q: 3 clusters Score -2.708342e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -27083614.000000 Penalty: 6058.068359
	Iteration 183Q: 3 clusters Score -2.708361e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -27083632.000000 Penalty: 6058.068359
	Iteration 184Q: 3 clusters Score -2.708363e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -27083628.000000 Penalty: 6058.068359
	Iteration 185Q: 3 clusters Score -2.708363e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -27083750.000000 Penalty: 6058.068359
	Iteration 186Q: 3 clusters Score -2.708375e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -27083950.000000 Penalty: 6058.068359
	Iteration 187Q: 3 clusters Score -2.708395e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -27083978.000000 Penalty: 6058.068359
	Iteration 188Q: 3 clusters Score -2.708398e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -27084164.000000 Penalty: 6058.068359
	Iteration 189Q: 3 clusters Score -2.708416e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -27084292.000000 Penalty: 6058.068359
	Iteration 190Q: 3 clusters Score -2.708429e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -27084304.000000 Penalty: 6058.068359
	Iteration 191Q: 3 clusters Score -2.70843e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -27084376.000000 Penalty: 6058.068359
	Iteration 192Q: 3 clusters Score -2.708438e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -27084556.000000 Penalty: 6058.068359
	Iteration 193Q: 3 clusters Score -2.708456e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -27084718.000000 Penalty: 6058.068359
	Iteration 194Q: 3 clusters Score -2.708472e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -27084872.000000 Penalty: 6058.068359
	Iteration 195Q: 3 clusters Score -2.708487e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -27085194.000000 Penalty: 6058.068359
	Iteration 196Q: 3 clusters Score -2.708519e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -27085548.000000 Penalty: 6058.068359
	Iteration 197Q: 3 clusters Score -2.708555e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -27085856.000000 Penalty: 6058.068359
	Iteration 198Q: 3 clusters Score -2.708586e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -27086126.000000 Penalty: 6058.068359
	Iteration 199Q: 3 clusters Score -2.708613e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -27086534.000000 Penalty: 6058.068359
	Iteration 200F: 3 clusters Score -2.708653e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 134603 members 
Entering Unmasked Estep 
Score: -27087050.000000 Penalty: 6058.068359
	Iteration 201Q: 3 clusters Score -2.708705e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -27087598.000000 Penalty: 6058.068359
	Iteration 202Q: 3 clusters Score -2.70876e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -27088370.000000 Penalty: 6058.068359
	Iteration 203Q: 3 clusters Score -2.708837e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 158141 members 
Entering Unmasked Estep 
Score: -27089186.000000 Penalty: 6058.068359
	Iteration 204Q: 3 clusters Score -2.708919e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -27090386.000000 Penalty: 6058.068359
	Iteration 205Q: 3 clusters Score -2.709039e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 175913 members 
Entering Unmasked Estep 
Score: -27091376.000000 Penalty: 6058.068359
	Iteration 206Q: 3 clusters Score -2.709138e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -27091396.000000 Penalty: 6058.068359
	Iteration 207Q: 3 clusters Score -2.70914e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 189638 members 
Entering Unmasked Estep 
Score: -27091316.000000 Penalty: 6058.068359
	Iteration 208Q: 3 clusters Score -2.709132e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 193798 members 
Entering Unmasked Estep 
Score: -27091182.000000 Penalty: 6058.068359
	Iteration 209Q: 3 clusters Score -2.709118e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 196420 members 
Entering Unmasked Estep 
Score: -27090908.000000 Penalty: 6058.068359
	Iteration 210Q: 3 clusters Score -2.709091e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 197864 members 
Entering Unmasked Estep 
Score: -27090918.000000 Penalty: 6058.068359
	Iteration 211Q: 3 clusters Score -2.709092e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 198629 members 
Entering Unmasked Estep 
Score: -27091056.000000 Penalty: 6058.068359
	Iteration 212Q: 3 clusters Score -2.709106e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 199005 members 
Entering Unmasked Estep 
Score: -27091198.000000 Penalty: 6058.068359
	Iteration 213Q: 3 clusters Score -2.70912e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 199202 members 
Entering Unmasked Estep 
Score: -27091160.000000 Penalty: 6058.068359
	Iteration 214Q: 3 clusters Score -2.709116e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 199305 members 
Entering Unmasked Estep 
Score: -27091144.000000 Penalty: 6058.068359
	Iteration 215Q: 3 clusters Score -2.709114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 199355 members 
Entering Unmasked Estep 
Score: -27091124.000000 Penalty: 6058.068359
	Iteration 216Q: 3 clusters Score -2.709112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 199390 members 
Entering Unmasked Estep 
Score: -27091102.000000 Penalty: 6058.068359
	Iteration 217Q: 3 clusters Score -2.70911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -27091062.000000 Penalty: 6058.068359
	Iteration 218Q: 3 clusters Score -2.709106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 199413 members 
Entering Unmasked Estep 
Score: -27091044.000000 Penalty: 6058.068359
	Iteration 219Q: 3 clusters Score -2.709104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 199418 members 
Entering Unmasked Estep 
Score: -27092644.000000 Penalty: 6058.068359
	Iteration 220F: 3 clusters Score -2.709264e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 200969 members 
Entering Unmasked Estep 
Score: -27092548.000000 Penalty: 6058.068359
	Iteration 221Q: 3 clusters Score -2.709255e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201307 members 
Entering Unmasked Estep 
Score: -27092472.000000 Penalty: 6058.068359
	Iteration 222Q: 3 clusters Score -2.709247e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201377 members 
Entering Unmasked Estep 
Score: -27092560.000000 Penalty: 6058.068359
	Iteration 223Q: 3 clusters Score -2.709256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 201404 members 
Entering Unmasked Estep 
Score: -27092576.000000 Penalty: 6058.068359
	Iteration 224Q: 3 clusters Score -2.709258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 201413 members 
Entering Unmasked Estep 
Score: -27092624.000000 Penalty: 6058.068359
	Iteration 225Q: 3 clusters Score -2.709262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 201420 members 
Entering Unmasked Estep 
Score: -27092632.000000 Penalty: 6058.068359
	Iteration 226Q: 3 clusters Score -2.709263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 201423 members 
Entering Unmasked Estep 
Score: -27092638.000000 Penalty: 6058.068359
	Iteration 227Q: 3 clusters Score -2.709264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201425 members 
Entering Unmasked Estep 
Score: -27092650.000000 Penalty: 6058.068359
	Iteration 228Q: 3 clusters Score -2.709265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201425 members 
Entering Unmasked Estep 
Score: -27092650.000000 Penalty: 6058.068359
	Iteration 229F: 3 clusters Score -2.709265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Entering Unmasked Estep 
Score: -2541400.750000 Penalty: 2463.792480
	Iteration 0F: 2 clusters Score -2541401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2526922.750000 Penalty: 4927.584961
	Iteration 0F: 3 clusters Score -2526923 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2531872.250000 Penalty: 4927.584961
	Iteration 1F: 3 clusters Score -2531872 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2532402.000000 Penalty: 4927.584961
	Iteration 2F: 3 clusters Score -2532402 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2532922.250000 Penalty: 4927.584961
	Iteration 3F: 3 clusters Score -2532922 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2533456.750000 Penalty: 4927.584961
	Iteration 4F: 3 clusters Score -2533457 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2534139.000000 Penalty: 4927.584961
	Iteration 5F: 3 clusters Score -2534139 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2534946.750000 Penalty: 4927.584961
	Iteration 6F: 3 clusters Score -2534947 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2535685.750000 Penalty: 4927.584961
	Iteration 7F: 3 clusters Score -2535686 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2536311.500000 Penalty: 4927.584961
	Iteration 8F: 3 clusters Score -2536312 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2536786.250000 Penalty: 4927.584961
	Iteration 9Q: 3 clusters Score -2536786 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2537169.250000 Penalty: 4927.584961
	Iteration 10Q: 3 clusters Score -2537169 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2537476.500000 Penalty: 4927.584961
	Iteration 11Q: 3 clusters Score -2537476 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2537704.750000 Penalty: 4927.584961
	Iteration 12Q: 3 clusters Score -2537705 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2537877.500000 Penalty: 4927.584961
	Iteration 13Q: 3 clusters Score -2537878 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2537996.250000 Penalty: 4927.584961
	Iteration 14Q: 3 clusters Score -2537996 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2538112.250000 Penalty: 4927.584961
	Iteration 15Q: 3 clusters Score -2538112 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2538210.500000 Penalty: 4927.584961
	Iteration 16Q: 3 clusters Score -2538210 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2538292.000000 Penalty: 4927.584961
	Iteration 17Q: 3 clusters Score -2538292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2538355.500000 Penalty: 4927.584961
	Iteration 18Q: 3 clusters Score -2538356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2538415.750000 Penalty: 4927.584961
	Iteration 19Q: 3 clusters Score -2538416 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2538486.000000 Penalty: 4927.584961
	Iteration 20F: 3 clusters Score -2538486 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2538544.500000 Penalty: 4927.584961
	Iteration 21Q: 3 clusters Score -2538544 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2538605.750000 Penalty: 4927.584961
	Iteration 22Q: 3 clusters Score -2538606 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2538666.750000 Penalty: 4927.584961
	Iteration 23Q: 3 clusters Score -2538667 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2538714.250000 Penalty: 4927.584961
	Iteration 24Q: 3 clusters Score -2538714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2538767.250000 Penalty: 4927.584961
	Iteration 25Q: 3 clusters Score -2538767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2538812.250000 Penalty: 4927.584961
	Iteration 26Q: 3 clusters Score -2538812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2538856.250000 Penalty: 4927.584961
	Iteration 27Q: 3 clusters Score -2538856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2538898.750000 Penalty: 4927.584961
	Iteration 28Q: 3 clusters Score -2538899 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2538957.500000 Penalty: 4927.584961
	Iteration 29Q: 3 clusters Score -2538958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2539008.750000 Penalty: 4927.584961
	Iteration 30Q: 3 clusters Score -2539009 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2539065.000000 Penalty: 4927.584961
	Iteration 31Q: 3 clusters Score -2539065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2539120.000000 Penalty: 4927.584961
	Iteration 32Q: 3 clusters Score -2539120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2539163.750000 Penalty: 4927.584961
	Iteration 33Q: 3 clusters Score -2539164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2539226.500000 Penalty: 4927.584961
	Iteration 34Q: 3 clusters Score -2539226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2539300.000000 Penalty: 4927.584961
	Iteration 35Q: 3 clusters Score -2539300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2539349.250000 Penalty: 4927.584961
	Iteration 36Q: 3 clusters Score -2539349 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2539399.500000 Penalty: 4927.584961
	Iteration 37Q: 3 clusters Score -2539400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2539463.750000 Penalty: 4927.584961
	Iteration 38Q: 3 clusters Score -2539464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2539506.750000 Penalty: 4927.584961
	Iteration 39Q: 3 clusters Score -2539507 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2539552.250000 Penalty: 4927.584961
	Iteration 40F: 3 clusters Score -2539552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2539609.750000 Penalty: 4927.584961
	Iteration 41Q: 3 clusters Score -2539610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2539652.250000 Penalty: 4927.584961
	Iteration 42Q: 3 clusters Score -2539652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2539697.500000 Penalty: 4927.584961
	Iteration 43Q: 3 clusters Score -2539698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2539736.500000 Penalty: 4927.584961
	Iteration 44Q: 3 clusters Score -2539736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2539770.500000 Penalty: 4927.584961
	Iteration 45Q: 3 clusters Score -2539770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2539803.250000 Penalty: 4927.584961
	Iteration 46Q: 3 clusters Score -2539803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2539839.750000 Penalty: 4927.584961
	Iteration 47Q: 3 clusters Score -2539840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2539865.000000 Penalty: 4927.584961
	Iteration 48Q: 3 clusters Score -2539865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2539889.250000 Penalty: 4927.584961
	Iteration 49Q: 3 clusters Score -2539889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2539913.500000 Penalty: 4927.584961
	Iteration 50Q: 3 clusters Score -2539914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2539934.250000 Penalty: 4927.584961
	Iteration 51Q: 3 clusters Score -2539934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2539949.000000 Penalty: 4927.584961
	Iteration 52Q: 3 clusters Score -2539949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2539961.750000 Penalty: 4927.584961
	Iteration 53Q: 3 clusters Score -2539962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2539959.750000 Penalty: 4927.584961
	Iteration 54Q: 3 clusters Score -2539960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2539973.500000 Penalty: 4927.584961
	Iteration 55Q: 3 clusters Score -2539974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2539988.750000 Penalty: 4927.584961
	Iteration 56Q: 3 clusters Score -2539989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2540003.250000 Penalty: 4927.584961
	Iteration 57Q: 3 clusters Score -2540003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2540011.000000 Penalty: 4927.584961
	Iteration 58Q: 3 clusters Score -2540011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2540030.250000 Penalty: 4927.584961
	Iteration 59Q: 3 clusters Score -2540030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2540032.250000 Penalty: 4927.584961
	Iteration 60F: 3 clusters Score -2540032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2540047.250000 Penalty: 4927.584961
	Iteration 61Q: 3 clusters Score -2540047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2540052.500000 Penalty: 4927.584961
	Iteration 62Q: 3 clusters Score -2540052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2540062.000000 Penalty: 4927.584961
	Iteration 63Q: 3 clusters Score -2540062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2540059.000000 Penalty: 4927.584961
	Iteration 64Q: 3 clusters Score -2540059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2540061.250000 Penalty: 4927.584961
	Iteration 65Q: 3 clusters Score -2540061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2540061.500000 Penalty: 4927.584961
	Iteration 66Q: 3 clusters Score -2540062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2540066.250000 Penalty: 4927.584961
	Iteration 67Q: 3 clusters Score -2540066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2540072.250000 Penalty: 4927.584961
	Iteration 68Q: 3 clusters Score -2540072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2540071.500000 Penalty: 4927.584961
	Iteration 69Q: 3 clusters Score -2540072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2540070.000000 Penalty: 4927.584961
	Iteration 70Q: 3 clusters Score -2540070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2540070.000000 Penalty: 4927.584961
	Iteration 71F: 3 clusters Score -2540070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -2828013.750000 Penalty: 2476.216797
	Iteration 0F: 2 clusters Score -2828014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2812811.250000 Penalty: 4952.433594
	Iteration 0F: 3 clusters Score -2812811 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2817980.250000 Penalty: 4952.433594
	Iteration 1F: 3 clusters Score -2817980 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2818387.000000 Penalty: 4952.433594
	Iteration 2F: 3 clusters Score -2818387 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2818726.250000 Penalty: 4952.433594
	Iteration 3Q: 3 clusters Score -2818726 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2819090.250000 Penalty: 4952.433594
	Iteration 4Q: 3 clusters Score -2819090 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2819521.750000 Penalty: 4952.433594
	Iteration 5Q: 3 clusters Score -2819522 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2820106.500000 Penalty: 4952.433594
	Iteration 6F: 3 clusters Score -2820106 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2820913.000000 Penalty: 4952.433594
	Iteration 7F: 3 clusters Score -2820913 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2822019.000000 Penalty: 4952.433594
	Iteration 8F: 3 clusters Score -2822019 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2823193.750000 Penalty: 4952.433594
	Iteration 9F: 3 clusters Score -2823194 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2824332.250000 Penalty: 4952.433594
	Iteration 10F: 3 clusters Score -2824332 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2825184.500000 Penalty: 4952.433594
	Iteration 11Q: 3 clusters Score -2825184 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2825629.000000 Penalty: 4952.433594
	Iteration 12Q: 3 clusters Score -2825629 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2825867.750000 Penalty: 4952.433594
	Iteration 13Q: 3 clusters Score -2825868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2826001.500000 Penalty: 4952.433594
	Iteration 14Q: 3 clusters Score -2826002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2826077.250000 Penalty: 4952.433594
	Iteration 15Q: 3 clusters Score -2826077 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2826133.750000 Penalty: 4952.433594
	Iteration 16Q: 3 clusters Score -2826134 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2826167.000000 Penalty: 4952.433594
	Iteration 17Q: 3 clusters Score -2826167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2826199.250000 Penalty: 4952.433594
	Iteration 18Q: 3 clusters Score -2826199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2826224.250000 Penalty: 4952.433594
	Iteration 19Q: 3 clusters Score -2826224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2826228.000000 Penalty: 4952.433594
	Iteration 20F: 3 clusters Score -2826228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2826240.250000 Penalty: 4952.433594
	Iteration 21Q: 3 clusters Score -2826240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2826254.000000 Penalty: 4952.433594
	Iteration 22Q: 3 clusters Score -2826254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2826260.750000 Penalty: 4952.433594
	Iteration 23Q: 3 clusters Score -2826261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2826266.000000 Penalty: 4952.433594
	Iteration 24Q: 3 clusters Score -2826266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2826274.250000 Penalty: 4952.433594
	Iteration 25Q: 3 clusters Score -2826274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2826273.500000 Penalty: 4952.433594
	Iteration 26Q: 3 clusters Score -2826274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2826279.750000 Penalty: 4952.433594
	Iteration 27Q: 3 clusters Score -2826280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2826283.500000 Penalty: 4952.433594
	Iteration 28Q: 3 clusters Score -2826284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2826286.500000 Penalty: 4952.433594
	Iteration 29Q: 3 clusters Score -2826286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2826293.500000 Penalty: 4952.433594
	Iteration 30Q: 3 clusters Score -2826294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2826287.000000 Penalty: 4952.433594
	Iteration 31Q: 3 clusters Score -2826287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2826290.000000 Penalty: 4952.433594
	Iteration 32Q: 3 clusters Score -2826290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2826292.500000 Penalty: 4952.433594
	Iteration 33Q: 3 clusters Score -2826292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2826288.500000 Penalty: 4952.433594
	Iteration 34Q: 3 clusters Score -2826288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2826287.750000 Penalty: 4952.433594
	Iteration 35Q: 3 clusters Score -2826288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2826286.250000 Penalty: 4952.433594
	Iteration 36Q: 3 clusters Score -2826286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2826284.750000 Penalty: 4952.433594
	Iteration 37Q: 3 clusters Score -2826285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2826284.500000 Penalty: 4952.433594
	Iteration 38Q: 3 clusters Score -2826284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2826288.750000 Penalty: 4952.433594
	Iteration 39Q: 3 clusters Score -2826289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2826289.250000 Penalty: 4952.433594
	Iteration 40F: 3 clusters Score -2826289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2826289.750000 Penalty: 4952.433594
	Iteration 41Q: 3 clusters Score -2826290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2826290.000000 Penalty: 4952.433594
	Iteration 42Q: 3 clusters Score -2826290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2826290.000000 Penalty: 4952.433594
	Iteration 43F: 3 clusters Score -2826290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 395 members 
Entering Unmasked Estep 
Score: -108458.781250 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108458.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108693.562500 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108693.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108754.726562 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108754.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108775.445312 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108793.187500 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108800.750000 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108807.218750 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108813.039062 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108818.742188 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108823.578125 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108825.304688 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108825.304688 Penalty: 3345.053223
	Iteration 11F: 3 clusters Score -108825.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1368240.375000 Penalty: 2291.879883
	Iteration 0F: 2 clusters Score -1368240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1360295.125000 Penalty: 4583.759766
	Iteration 0F: 3 clusters Score -1360295 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1362487.250000 Penalty: 4583.759766
	Iteration 1F: 3 clusters Score -1362487 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1362792.125000 Penalty: 4583.759766
	Iteration 2F: 3 clusters Score -1362792 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1363026.250000 Penalty: 4583.759766
	Iteration 3F: 3 clusters Score -1363026 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1363236.000000 Penalty: 4583.759766
	Iteration 4Q: 3 clusters Score -1363236 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1363415.000000 Penalty: 4583.759766
	Iteration 5Q: 3 clusters Score -1363415 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1363597.000000 Penalty: 4583.759766
	Iteration 6Q: 3 clusters Score -1363597 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1363820.625000 Penalty: 4583.759766
	Iteration 7Q: 3 clusters Score -1363821 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1364043.125000 Penalty: 4583.759766
	Iteration 8Q: 3 clusters Score -1364043 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1364245.125000 Penalty: 4583.759766
	Iteration 9Q: 3 clusters Score -1364245 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1364430.250000 Penalty: 4583.759766
	Iteration 10Q: 3 clusters Score -1364430 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1364632.125000 Penalty: 4583.759766
	Iteration 11Q: 3 clusters Score -1364632 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1364878.000000 Penalty: 4583.759766
	Iteration 12Q: 3 clusters Score -1364878 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1365092.250000 Penalty: 4583.759766
	Iteration 13Q: 3 clusters Score -1365092 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1365250.625000 Penalty: 4583.759766
	Iteration 14Q: 3 clusters Score -1365251 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1365383.375000 Penalty: 4583.759766
	Iteration 15Q: 3 clusters Score -1365383 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1365501.625000 Penalty: 4583.759766
	Iteration 16Q: 3 clusters Score -1365502 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1365593.375000 Penalty: 4583.759766
	Iteration 17Q: 3 clusters Score -1365593 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1365657.625000 Penalty: 4583.759766
	Iteration 18Q: 3 clusters Score -1365658 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1365705.000000 Penalty: 4583.759766
	Iteration 19Q: 3 clusters Score -1365705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1365738.875000 Penalty: 4583.759766
	Iteration 20F: 3 clusters Score -1365739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1365761.375000 Penalty: 4583.759766
	Iteration 21Q: 3 clusters Score -1365761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1365779.875000 Penalty: 4583.759766
	Iteration 22Q: 3 clusters Score -1365780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1365793.625000 Penalty: 4583.759766
	Iteration 23Q: 3 clusters Score -1365794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1365799.375000 Penalty: 4583.759766
	Iteration 24Q: 3 clusters Score -1365799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1365805.000000 Penalty: 4583.759766
	Iteration 25Q: 3 clusters Score -1365805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1365812.000000 Penalty: 4583.759766
	Iteration 26Q: 3 clusters Score -1365812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1365814.250000 Penalty: 4583.759766
	Iteration 27Q: 3 clusters Score -1365814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1365819.250000 Penalty: 4583.759766
	Iteration 28Q: 3 clusters Score -1365819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1365819.125000 Penalty: 4583.759766
	Iteration 29Q: 3 clusters Score -1365819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1365819.250000 Penalty: 4583.759766
	Iteration 30Q: 3 clusters Score -1365819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1365820.625000 Penalty: 4583.759766
	Iteration 31Q: 3 clusters Score -1365821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1365819.250000 Penalty: 4583.759766
	Iteration 32Q: 3 clusters Score -1365819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1365824.875000 Penalty: 4583.759766
	Iteration 33Q: 3 clusters Score -1365825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1365831.500000 Penalty: 4583.759766
	Iteration 34Q: 3 clusters Score -1365832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1365837.500000 Penalty: 4583.759766
	Iteration 35Q: 3 clusters Score -1365838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1365839.875000 Penalty: 4583.759766
	Iteration 36Q: 3 clusters Score -1365840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1365841.250000 Penalty: 4583.759766
	Iteration 37Q: 3 clusters Score -1365841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1365836.125000 Penalty: 4583.759766
	Iteration 38Q: 3 clusters Score -1365836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1365837.250000 Penalty: 4583.759766
	Iteration 39Q: 3 clusters Score -1365837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1365837.000000 Penalty: 4583.759766
	Iteration 40F: 3 clusters Score -1365837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1365837.250000 Penalty: 4583.759766
	Iteration 41Q: 3 clusters Score -1365837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1365838.375000 Penalty: 4583.759766
	Iteration 42Q: 3 clusters Score -1365838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1365839.250000 Penalty: 4583.759766
	Iteration 43Q: 3 clusters Score -1365839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1365839.000000 Penalty: 4583.759766
	Iteration 44Q: 3 clusters Score -1365839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1365839.000000 Penalty: 4583.759766
	Iteration 45Q: 3 clusters Score -1365839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1365841.625000 Penalty: 4583.759766
	Iteration 46Q: 3 clusters Score -1365842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1365841.625000 Penalty: 4583.759766
	Iteration 47Q: 3 clusters Score -1365842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1365838.750000 Penalty: 4583.759766
	Iteration 48Q: 3 clusters Score -1365839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1365838.750000 Penalty: 4583.759766
	Iteration 49Q: 3 clusters Score -1365839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1365840.625000 Penalty: 4583.759766
	Iteration 50Q: 3 clusters Score -1365841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1365840.625000 Penalty: 4583.759766
	Iteration 51F: 3 clusters Score -1365841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Entering Unmasked Estep 
Score: -1049780.375000 Penalty: 2252.264160
	Iteration 0F: 2 clusters Score -1049780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1042883.750000 Penalty: 4504.528320
	Iteration 0F: 3 clusters Score -1042884 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1045321.562500 Penalty: 4504.528320
	Iteration 1F: 3 clusters Score -1045322 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1046116.937500 Penalty: 4504.528320
	Iteration 2F: 3 clusters Score -1046117 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1046723.125000 Penalty: 4504.528320
	Iteration 3F: 3 clusters Score -1046723 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1047076.375000 Penalty: 4504.528320
	Iteration 4F: 3 clusters Score -1047076 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1047307.937500 Penalty: 4504.528320
	Iteration 5Q: 3 clusters Score -1047308 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1047487.500000 Penalty: 4504.528320
	Iteration 6Q: 3 clusters Score -1047488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1047661.187500 Penalty: 4504.528320
	Iteration 7Q: 3 clusters Score -1047661 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1047822.625000 Penalty: 4504.528320
	Iteration 8Q: 3 clusters Score -1047823 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1047965.500000 Penalty: 4504.528320
	Iteration 9Q: 3 clusters Score -1047966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1048058.500000 Penalty: 4504.528320
	Iteration 10Q: 3 clusters Score -1048058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1048124.312500 Penalty: 4504.528320
	Iteration 11Q: 3 clusters Score -1048124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1048187.312500 Penalty: 4504.528320
	Iteration 12Q: 3 clusters Score -1048187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1048244.250000 Penalty: 4504.528320
	Iteration 13Q: 3 clusters Score -1048244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1048296.375000 Penalty: 4504.528320
	Iteration 14Q: 3 clusters Score -1048296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1048352.625000 Penalty: 4504.528320
	Iteration 15Q: 3 clusters Score -1048353 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1048400.812500 Penalty: 4504.528320
	Iteration 16Q: 3 clusters Score -1048401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1048448.625000 Penalty: 4504.528320
	Iteration 17Q: 3 clusters Score -1048449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1048500.750000 Penalty: 4504.528320
	Iteration 18Q: 3 clusters Score -1048501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1048561.500000 Penalty: 4504.528320
	Iteration 19Q: 3 clusters Score -1048562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1048636.750000 Penalty: 4504.528320
	Iteration 20F: 3 clusters Score -1048637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1048711.250000 Penalty: 4504.528320
	Iteration 21Q: 3 clusters Score -1048711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1048781.250000 Penalty: 4504.528320
	Iteration 22Q: 3 clusters Score -1048781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1048833.625000 Penalty: 4504.528320
	Iteration 23Q: 3 clusters Score -1048834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1048874.000000 Penalty: 4504.528320
	Iteration 24Q: 3 clusters Score -1048874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1048895.250000 Penalty: 4504.528320
	Iteration 25Q: 3 clusters Score -1048895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1048916.250000 Penalty: 4504.528320
	Iteration 26Q: 3 clusters Score -1048916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1048931.750000 Penalty: 4504.528320
	Iteration 27Q: 3 clusters Score -1048932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1048940.750000 Penalty: 4504.528320
	Iteration 28Q: 3 clusters Score -1048941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1048948.000000 Penalty: 4504.528320
	Iteration 29Q: 3 clusters Score -1048948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1048955.250000 Penalty: 4504.528320
	Iteration 30Q: 3 clusters Score -1048955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1048957.625000 Penalty: 4504.528320
	Iteration 31Q: 3 clusters Score -1048958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1048961.875000 Penalty: 4504.528320
	Iteration 32Q: 3 clusters Score -1048962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1048962.250000 Penalty: 4504.528320
	Iteration 33Q: 3 clusters Score -1048962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1048963.125000 Penalty: 4504.528320
	Iteration 34Q: 3 clusters Score -1048963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1048970.500000 Penalty: 4504.528320
	Iteration 35Q: 3 clusters Score -1048970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1048974.625000 Penalty: 4504.528320
	Iteration 36Q: 3 clusters Score -1048975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1048982.125000 Penalty: 4504.528320
	Iteration 37Q: 3 clusters Score -1048982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1048983.250000 Penalty: 4504.528320
	Iteration 38Q: 3 clusters Score -1048983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1048987.000000 Penalty: 4504.528320
	Iteration 39Q: 3 clusters Score -1048987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1048987.750000 Penalty: 4504.528320
	Iteration 40F: 3 clusters Score -1048988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1048990.250000 Penalty: 4504.528320
	Iteration 41Q: 3 clusters Score -1048990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1048989.625000 Penalty: 4504.528320
	Iteration 42Q: 3 clusters Score -1048990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1048993.750000 Penalty: 4504.528320
	Iteration 43Q: 3 clusters Score -1048994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1048994.125000 Penalty: 4504.528320
	Iteration 44Q: 3 clusters Score -1048994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1048995.375000 Penalty: 4504.528320
	Iteration 45Q: 3 clusters Score -1048995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1048995.500000 Penalty: 4504.528320
	Iteration 46Q: 3 clusters Score -1048996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1048995.500000 Penalty: 4504.528320
	Iteration 47F: 3 clusters Score -1048996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -652792.437500 Penalty: 2106.848389
	Iteration 0F: 2 clusters Score -652792.4 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 2437 members 
Entering Unmasked Estep 
Score: -648313.187500 Penalty: 4213.696777
	Iteration 0F: 3 clusters Score -648313.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -649388.687500 Penalty: 4213.696777
	Iteration 1F: 3 clusters Score -649388.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -649616.937500 Penalty: 4213.696777
	Iteration 2F: 3 clusters Score -649616.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -649775.875000 Penalty: 4213.696777
	Iteration 3F: 3 clusters Score -649775.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -649914.937500 Penalty: 4213.696777
	Iteration 4Q: 3 clusters Score -649914.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -650023.625000 Penalty: 4213.696777
	Iteration 5Q: 3 clusters Score -650023.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -650110.562500 Penalty: 4213.696777
	Iteration 6Q: 3 clusters Score -650110.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -650191.937500 Penalty: 4213.696777
	Iteration 7Q: 3 clusters Score -650191.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -650282.562500 Penalty: 4213.696777
	Iteration 8Q: 3 clusters Score -650282.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -650377.625000 Penalty: 4213.696777
	Iteration 9Q: 3 clusters Score -650377.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -650465.375000 Penalty: 4213.696777
	Iteration 10Q: 3 clusters Score -650465.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -650535.187500 Penalty: 4213.696777
	Iteration 11Q: 3 clusters Score -650535.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -650608.750000 Penalty: 4213.696777
	Iteration 12Q: 3 clusters Score -650608.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -650676.750000 Penalty: 4213.696777
	Iteration 13Q: 3 clusters Score -650676.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -650744.375000 Penalty: 4213.696777
	Iteration 14Q: 3 clusters Score -650744.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -650797.937500 Penalty: 4213.696777
	Iteration 15Q: 3 clusters Score -650797.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -650847.000000 Penalty: 4213.696777
	Iteration 16Q: 3 clusters Score -650847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -650894.500000 Penalty: 4213.696777
	Iteration 17Q: 3 clusters Score -650894.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -650931.562500 Penalty: 4213.696777
	Iteration 18Q: 3 clusters Score -650931.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -650957.625000 Penalty: 4213.696777
	Iteration 19Q: 3 clusters Score -650957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -650980.312500 Penalty: 4213.696777
	Iteration 20F: 3 clusters Score -650980.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -651007.812500 Penalty: 4213.696777
	Iteration 21Q: 3 clusters Score -651007.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -651033.625000 Penalty: 4213.696777
	Iteration 22Q: 3 clusters Score -651033.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -651061.312500 Penalty: 4213.696777
	Iteration 23Q: 3 clusters Score -651061.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -651082.500000 Penalty: 4213.696777
	Iteration 24Q: 3 clusters Score -651082.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -651093.000000 Penalty: 4213.696777
	Iteration 25Q: 3 clusters Score -651093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -651101.312500 Penalty: 4213.696777
	Iteration 26Q: 3 clusters Score -651101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -651106.500000 Penalty: 4213.696777
	Iteration 27Q: 3 clusters Score -651106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -651109.125000 Penalty: 4213.696777
	Iteration 28Q: 3 clusters Score -651109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -651114.437500 Penalty: 4213.696777
	Iteration 29Q: 3 clusters Score -651114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -651118.000000 Penalty: 4213.696777
	Iteration 30Q: 3 clusters Score -651118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -651118.937500 Penalty: 4213.696777
	Iteration 31Q: 3 clusters Score -651118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -651119.750000 Penalty: 4213.696777
	Iteration 32Q: 3 clusters Score -651119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -651121.500000 Penalty: 4213.696777
	Iteration 33Q: 3 clusters Score -651121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -651123.312500 Penalty: 4213.696777
	Iteration 34Q: 3 clusters Score -651123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -651123.187500 Penalty: 4213.696777
	Iteration 35Q: 3 clusters Score -651123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -651125.312500 Penalty: 4213.696777
	Iteration 36Q: 3 clusters Score -651125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -651126.750000 Penalty: 4213.696777
	Iteration 37Q: 3 clusters Score -651126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -651126.750000 Penalty: 4213.696777
	Iteration 38F: 3 clusters Score -651126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Entering Unmasked Estep 
Score: -1986808.750000 Penalty: 2389.030518
	Iteration 0F: 2 clusters Score -1986809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1975812.250000 Penalty: 4778.061035
	Iteration 0F: 3 clusters Score -1975812 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1979469.625000 Penalty: 4778.061035
	Iteration 1F: 3 clusters Score -1979470 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1979863.500000 Penalty: 4778.061035
	Iteration 2F: 3 clusters Score -1979864 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1980203.125000 Penalty: 4778.061035
	Iteration 3Q: 3 clusters Score -1980203 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1980537.000000 Penalty: 4778.061035
	Iteration 4Q: 3 clusters Score -1980537 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1980865.375000 Penalty: 4778.061035
	Iteration 5Q: 3 clusters Score -1980865 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1981223.750000 Penalty: 4778.061035
	Iteration 6Q: 3 clusters Score -1981224 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1981659.250000 Penalty: 4778.061035
	Iteration 7Q: 3 clusters Score -1981659 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1982180.750000 Penalty: 4778.061035
	Iteration 8Q: 3 clusters Score -1982181 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1982833.375000 Penalty: 4778.061035
	Iteration 9F: 3 clusters Score -1982833 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1983554.500000 Penalty: 4778.061035
	Iteration 10F: 3 clusters Score -1983554 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1984113.000000 Penalty: 4778.061035
	Iteration 11F: 3 clusters Score -1984113 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1984422.375000 Penalty: 4778.061035
	Iteration 12Q: 3 clusters Score -1984422 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1984577.500000 Penalty: 4778.061035
	Iteration 13Q: 3 clusters Score -1984578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1984645.625000 Penalty: 4778.061035
	Iteration 14Q: 3 clusters Score -1984646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1984689.000000 Penalty: 4778.061035
	Iteration 15Q: 3 clusters Score -1984689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1984714.625000 Penalty: 4778.061035
	Iteration 16Q: 3 clusters Score -1984715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1984733.625000 Penalty: 4778.061035
	Iteration 17Q: 3 clusters Score -1984734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1984740.500000 Penalty: 4778.061035
	Iteration 18Q: 3 clusters Score -1984740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1984744.000000 Penalty: 4778.061035
	Iteration 19Q: 3 clusters Score -1984744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1984750.125000 Penalty: 4778.061035
	Iteration 20F: 3 clusters Score -1984750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1984748.750000 Penalty: 4778.061035
	Iteration 21Q: 3 clusters Score -1984749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1984750.375000 Penalty: 4778.061035
	Iteration 22Q: 3 clusters Score -1984750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1984750.000000 Penalty: 4778.061035
	Iteration 23Q: 3 clusters Score -1984750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1984754.750000 Penalty: 4778.061035
	Iteration 24Q: 3 clusters Score -1984755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1984759.250000 Penalty: 4778.061035
	Iteration 25Q: 3 clusters Score -1984759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1984755.250000 Penalty: 4778.061035
	Iteration 26Q: 3 clusters Score -1984755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1984755.625000 Penalty: 4778.061035
	Iteration 27Q: 3 clusters Score -1984756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1984754.125000 Penalty: 4778.061035
	Iteration 28Q: 3 clusters Score -1984754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1984752.875000 Penalty: 4778.061035
	Iteration 29Q: 3 clusters Score -1984753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1984753.875000 Penalty: 4778.061035
	Iteration 30Q: 3 clusters Score -1984754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1984755.250000 Penalty: 4778.061035
	Iteration 31Q: 3 clusters Score -1984755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1984755.500000 Penalty: 4778.061035
	Iteration 32Q: 3 clusters Score -1984756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1984756.875000 Penalty: 4778.061035
	Iteration 33Q: 3 clusters Score -1984757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1984759.500000 Penalty: 4778.061035
	Iteration 34Q: 3 clusters Score -1984760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1984757.625000 Penalty: 4778.061035
	Iteration 35Q: 3 clusters Score -1984758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1984756.750000 Penalty: 4778.061035
	Iteration 36Q: 3 clusters Score -1984757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1984756.500000 Penalty: 4778.061035
	Iteration 37Q: 3 clusters Score -1984756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1984756.375000 Penalty: 4778.061035
	Iteration 38Q: 3 clusters Score -1984756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1984756.375000 Penalty: 4778.061035
	Iteration 39F: 3 clusters Score -1984756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (230492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230492 members 
Entering Unmasked Estep 
Score: -30842726.000000 Penalty: 3062.296875
	Iteration 0F: 2 clusters Score -3.084273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -30704522.000000 Penalty: 6124.593750
	Iteration 0F: 3 clusters Score -3.070452e+07 nChanged 111130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -30770070.000000 Penalty: 6124.593750
	Iteration 1F: 3 clusters Score -3.077007e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -30770944.000000 Penalty: 6124.593750
	Iteration 2Q: 3 clusters Score -3.077094e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114889 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -30771910.000000 Penalty: 6124.593750
	Iteration 3Q: 3 clusters Score -3.077191e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 116542 members 
Entering Unmasked Estep 
Score: -30773054.000000 Penalty: 6124.593750
	Iteration 4Q: 3 clusters Score -3.077305e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112541 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -30774568.000000 Penalty: 6124.593750
	Iteration 5Q: 3 clusters Score -3.077457e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -30776508.000000 Penalty: 6124.593750
	Iteration 6Q: 3 clusters Score -3.077651e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 124072 members 
Entering Unmasked Estep 
Score: -30779594.000000 Penalty: 6124.593750
	Iteration 7Q: 3 clusters Score -3.077959e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 129458 members 
Entering Unmasked Estep 
Score: -30783932.000000 Penalty: 6124.593750
	Iteration 8Q: 3 clusters Score -3.078393e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 136464 members 
Entering Unmasked Estep 
Score: -30791026.000000 Penalty: 6124.593750
	Iteration 9F: 3 clusters Score -3.079103e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 144440 members 
Entering Unmasked Estep 
Score: -30800470.000000 Penalty: 6124.593750
	Iteration 10F: 3 clusters Score -3.080047e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -30810292.000000 Penalty: 6124.593750
	Iteration 11F: 3 clusters Score -3.081029e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -30817054.000000 Penalty: 6124.593750
	Iteration 12F: 3 clusters Score -3.081705e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -30820642.000000 Penalty: 6124.593750
	Iteration 13Q: 3 clusters Score -3.082064e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -30822386.000000 Penalty: 6124.593750
	Iteration 14Q: 3 clusters Score -3.082239e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -30823544.000000 Penalty: 6124.593750
	Iteration 15Q: 3 clusters Score -3.082354e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -30824818.000000 Penalty: 6124.593750
	Iteration 16Q: 3 clusters Score -3.082482e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 179963 members 
Entering Unmasked Estep 
Score: -30826094.000000 Penalty: 6124.593750
	Iteration 17Q: 3 clusters Score -3.082609e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 184510 members 
Entering Unmasked Estep 
Score: -30827136.000000 Penalty: 6124.593750
	Iteration 18Q: 3 clusters Score -3.082714e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 189081 members 
Entering Unmasked Estep 
Score: -30828454.000000 Penalty: 6124.593750
	Iteration 19Q: 3 clusters Score -3.082845e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 193800 members 
Entering Unmasked Estep 
Score: -30829908.000000 Penalty: 6124.593750
	Iteration 20F: 3 clusters Score -3.082991e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 198579 members 
Entering Unmasked Estep 
Score: -30831304.000000 Penalty: 6124.593750
	Iteration 21Q: 3 clusters Score -3.08313e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 203282 members 
Entering Unmasked Estep 
Score: -30832480.000000 Penalty: 6124.593750
	Iteration 22Q: 3 clusters Score -3.083248e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 207737 members 
Entering Unmasked Estep 
Score: -30834144.000000 Penalty: 6124.593750
	Iteration 23Q: 3 clusters Score -3.083414e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 211904 members 
Entering Unmasked Estep 
Score: -30835744.000000 Penalty: 6124.593750
	Iteration 24Q: 3 clusters Score -3.083574e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 215627 members 
Entering Unmasked Estep 
Score: -30837026.000000 Penalty: 6124.593750
	Iteration 25Q: 3 clusters Score -3.083703e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 218844 members 
Entering Unmasked Estep 
Score: -30838340.000000 Penalty: 6124.593750
	Iteration 26Q: 3 clusters Score -3.083834e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 221470 members 
Entering Unmasked Estep 
Score: -30839410.000000 Penalty: 6124.593750
	Iteration 27Q: 3 clusters Score -3.083941e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 223453 members 
Entering Unmasked Estep 
Score: -30840146.000000 Penalty: 6124.593750
	Iteration 28Q: 3 clusters Score -3.084015e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 224907 members 
Entering Unmasked Estep 
Score: -30840646.000000 Penalty: 6124.593750
	Iteration 29Q: 3 clusters Score -3.084065e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 225954 members 
Entering Unmasked Estep 
Score: -30841006.000000 Penalty: 6124.593750
	Iteration 30Q: 3 clusters Score -3.084101e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 226683 members 
Entering Unmasked Estep 
Score: -30841224.000000 Penalty: 6124.593750
	Iteration 31Q: 3 clusters Score -3.084122e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 227161 members 
Entering Unmasked Estep 
Score: -30841398.000000 Penalty: 6124.593750
	Iteration 32Q: 3 clusters Score -3.08414e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 227506 members 
Entering Unmasked Estep 
Score: -30841430.000000 Penalty: 6124.593750
	Iteration 33Q: 3 clusters Score -3.084143e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 227725 members 
Entering Unmasked Estep 
Score: -30841524.000000 Penalty: 6124.593750
	Iteration 34Q: 3 clusters Score -3.084152e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 227882 members 
Entering Unmasked Estep 
Score: -30841550.000000 Penalty: 6124.593750
	Iteration 35Q: 3 clusters Score -3.084155e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 227984 members 
Entering Unmasked Estep 
Score: -30841518.000000 Penalty: 6124.593750
	Iteration 36Q: 3 clusters Score -3.084152e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 228059 members 
Entering Unmasked Estep 
Score: -30841552.000000 Penalty: 6124.593750
	Iteration 37Q: 3 clusters Score -3.084155e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -30841552.000000 Penalty: 6124.593750
	Iteration 38Q: 3 clusters Score -3.084155e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 228161 members 
Entering Unmasked Estep 
Score: -30841594.000000 Penalty: 6124.593750
	Iteration 39Q: 3 clusters Score -3.084159e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 228180 members 
Entering Unmasked Estep 
Score: -30841630.000000 Penalty: 6124.593750
	Iteration 40F: 3 clusters Score -3.084163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 228198 members 
Entering Unmasked Estep 
Score: -30841626.000000 Penalty: 6124.593750
	Iteration 41Q: 3 clusters Score -3.084163e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 228218 members 
Entering Unmasked Estep 
Score: -30841660.000000 Penalty: 6124.593750
	Iteration 42Q: 3 clusters Score -3.084166e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 228234 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6124.593750
	Iteration 43Q: 3 clusters Score -3.084164e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -30841656.000000 Penalty: 6124.593750
	Iteration 44Q: 3 clusters Score -3.084166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 228275 members 
Entering Unmasked Estep 
Score: -30841668.000000 Penalty: 6124.593750
	Iteration 45Q: 3 clusters Score -3.084167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 228288 members 
Entering Unmasked Estep 
Score: -30841672.000000 Penalty: 6124.593750
	Iteration 46Q: 3 clusters Score -3.084167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 228298 members 
Entering Unmasked Estep 
Score: -30841672.000000 Penalty: 6124.593750
	Iteration 47Q: 3 clusters Score -3.084167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 228313 members 
Entering Unmasked Estep 
Score: -30841702.000000 Penalty: 6124.593750
	Iteration 48Q: 3 clusters Score -3.08417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 228339 members 
Entering Unmasked Estep 
Score: -30841718.000000 Penalty: 6124.593750
	Iteration 49Q: 3 clusters Score -3.084172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 228359 members 
Entering Unmasked Estep 
Score: -30841696.000000 Penalty: 6124.593750
	Iteration 50Q: 3 clusters Score -3.08417e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 228372 members 
Entering Unmasked Estep 
Score: -30841704.000000 Penalty: 6124.593750
	Iteration 51Q: 3 clusters Score -3.08417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 228378 members 
Entering Unmasked Estep 
Score: -30841700.000000 Penalty: 6124.593750
	Iteration 52Q: 3 clusters Score -3.08417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 228385 members 
Entering Unmasked Estep 
Score: -30841732.000000 Penalty: 6124.593750
	Iteration 53Q: 3 clusters Score -3.084173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 228389 members 
Entering Unmasked Estep 
Score: -30841738.000000 Penalty: 6124.593750
	Iteration 54Q: 3 clusters Score -3.084174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 228385 members 
Entering Unmasked Estep 
Score: -30841752.000000 Penalty: 6124.593750
	Iteration 55Q: 3 clusters Score -3.084175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 228387 members 
Entering Unmasked Estep 
Score: -30841782.000000 Penalty: 6124.593750
	Iteration 56Q: 3 clusters Score -3.084178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 228391 members 
Entering Unmasked Estep 
Score: -30841784.000000 Penalty: 6124.593750
	Iteration 57Q: 3 clusters Score -3.084178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 228394 members 
Entering Unmasked Estep 
Score: -30841802.000000 Penalty: 6124.593750
	Iteration 58Q: 3 clusters Score -3.08418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -30841804.000000 Penalty: 6124.593750
	Iteration 59Q: 3 clusters Score -3.08418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 228393 members 
Entering Unmasked Estep 
Score: -30841798.000000 Penalty: 6124.593750
	Iteration 60F: 3 clusters Score -3.08418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 228398 members 
Entering Unmasked Estep 
Score: -30841808.000000 Penalty: 6124.593750
	Iteration 61Q: 3 clusters Score -3.084181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -30841812.000000 Penalty: 6124.593750
	Iteration 62Q: 3 clusters Score -3.084181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 228411 members 
Entering Unmasked Estep 
Score: -30841796.000000 Penalty: 6124.593750
	Iteration 63Q: 3 clusters Score -3.08418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -30841816.000000 Penalty: 6124.593750
	Iteration 64Q: 3 clusters Score -3.084182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 228400 members 
Entering Unmasked Estep 
Score: -30841822.000000 Penalty: 6124.593750
	Iteration 65Q: 3 clusters Score -3.084182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 228394 members 
Entering Unmasked Estep 
Score: -30841812.000000 Penalty: 6124.593750
	Iteration 66Q: 3 clusters Score -3.084181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841836.000000 Penalty: 6124.593750
	Iteration 67Q: 3 clusters Score -3.084184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841838.000000 Penalty: 6124.593750
	Iteration 68Q: 3 clusters Score -3.084184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 228389 members 
Entering Unmasked Estep 
Score: -30841832.000000 Penalty: 6124.593750
	Iteration 69Q: 3 clusters Score -3.084183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 228393 members 
Entering Unmasked Estep 
Score: -30841818.000000 Penalty: 6124.593750
	Iteration 70Q: 3 clusters Score -3.084182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 228393 members 
Entering Unmasked Estep 
Score: -30841828.000000 Penalty: 6124.593750
	Iteration 71Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 228394 members 
Entering Unmasked Estep 
Score: -30841832.000000 Penalty: 6124.593750
	Iteration 72Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 228393 members 
Entering Unmasked Estep 
Score: -30841834.000000 Penalty: 6124.593750
	Iteration 73Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841842.000000 Penalty: 6124.593750
	Iteration 74Q: 3 clusters Score -3.084184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841840.000000 Penalty: 6124.593750
	Iteration 75Q: 3 clusters Score -3.084184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841836.000000 Penalty: 6124.593750
	Iteration 76Q: 3 clusters Score -3.084184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -30841832.000000 Penalty: 6124.593750
	Iteration 77Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 228391 members 
Entering Unmasked Estep 
Score: -30841842.000000 Penalty: 6124.593750
	Iteration 78Q: 3 clusters Score -3.084184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -30841830.000000 Penalty: 6124.593750
	Iteration 79Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 228391 members 
Entering Unmasked Estep 
Score: -30841842.000000 Penalty: 6124.593750
	Iteration 80F: 3 clusters Score -3.084184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -30841836.000000 Penalty: 6124.593750
	Iteration 81Q: 3 clusters Score -3.084184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -30841844.000000 Penalty: 6124.593750
	Iteration 82Q: 3 clusters Score -3.084184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 228384 members 
Entering Unmasked Estep 
Score: -30841846.000000 Penalty: 6124.593750
	Iteration 83Q: 3 clusters Score -3.084185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 228384 members 
Entering Unmasked Estep 
Score: -30841840.000000 Penalty: 6124.593750
	Iteration 84Q: 3 clusters Score -3.084184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -30841828.000000 Penalty: 6124.593750
	Iteration 85Q: 3 clusters Score -3.084183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 228384 members 
Entering Unmasked Estep 
Score: -30841838.000000 Penalty: 6124.593750
	Iteration 86Q: 3 clusters Score -3.084184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -30841842.000000 Penalty: 6124.593750
	Iteration 87Q: 3 clusters Score -3.084184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -30841842.000000 Penalty: 6124.593750
	Iteration 88F: 3 clusters Score -3.084184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -211071.703125 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -211071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -208600.703125 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -208600.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -209071.890625 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -209071.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209245.500000 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -209245.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209404.421875 Penalty: 3716.961426
	Iteration 3F: 3 clusters Score -209404.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -209780.218750 Penalty: 3716.961426
	Iteration 4F: 3 clusters Score -209780.2 nChanged 104
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: -210579.703125 Penalty: 3716.961426
	Iteration 5F: 3 clusters Score -210579.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -210895.078125 Penalty: 3716.961426
	Iteration 6F: 3 clusters Score -210895.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -211150.781250 Penalty: 3716.961426
	Iteration 7F: 3 clusters Score -211150.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -211384.453125 Penalty: 3716.961426
	Iteration 8F: 3 clusters Score -211384.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -211545.671875 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -211545.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -211617.781250 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -211617.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -211640.750000 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -211640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -211647.890625 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -211647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -211651.359375 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -211651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -211651.359375 Penalty: 3716.961426
	Iteration 14F: 3 clusters Score -211651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 65784 members 
Mstep: Class 6 contains 201561 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 21693 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230492 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 106984 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 137811 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 86160 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20840 members 
Mstep: Class 28 contains 91988 members 
Mstep: Class 29 contains 43926 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 33 contains 312 members 
Mstep: Class 34 contains 71411 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6386 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
Score: -181100208.000000 Penalty: 129890.000000
Splitting cluster 15 changes total score from -181102352.000000 to -181100208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2339178.750000 Penalty: 2419.265625
	Iteration 0F: 2 clusters Score -2339179 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 8595 members 
Entering Unmasked Estep 
Score: -2326882.250000 Penalty: 4838.531250
	Iteration 0F: 3 clusters Score -2326882 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2330896.250000 Penalty: 4838.531250
	Iteration 1F: 3 clusters Score -2330896 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2331291.750000 Penalty: 4838.531250
	Iteration 2F: 3 clusters Score -2331292 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2331669.500000 Penalty: 4838.531250
	Iteration 3Q: 3 clusters Score -2331670 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2332049.500000 Penalty: 4838.531250
	Iteration 4Q: 3 clusters Score -2332050 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2332461.500000 Penalty: 4838.531250
	Iteration 5Q: 3 clusters Score -2332462 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2332931.500000 Penalty: 4838.531250
	Iteration 6F: 3 clusters Score -2332932 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2333495.500000 Penalty: 4838.531250
	Iteration 7F: 3 clusters Score -2333496 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2334074.750000 Penalty: 4838.531250
	Iteration 8F: 3 clusters Score -2334075 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2334662.750000 Penalty: 4838.531250
	Iteration 9F: 3 clusters Score -2334663 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2335169.250000 Penalty: 4838.531250
	Iteration 10F: 3 clusters Score -2335169 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2335559.750000 Penalty: 4838.531250
	Iteration 11Q: 3 clusters Score -2335560 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2335835.250000 Penalty: 4838.531250
	Iteration 12Q: 3 clusters Score -2335835 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2336043.250000 Penalty: 4838.531250
	Iteration 13Q: 3 clusters Score -2336043 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2336195.500000 Penalty: 4838.531250
	Iteration 14Q: 3 clusters Score -2336196 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2336325.500000 Penalty: 4838.531250
	Iteration 15Q: 3 clusters Score -2336326 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2336444.000000 Penalty: 4838.531250
	Iteration 16Q: 3 clusters Score -2336444 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2336555.000000 Penalty: 4838.531250
	Iteration 17Q: 3 clusters Score -2336555 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2336667.750000 Penalty: 4838.531250
	Iteration 18Q: 3 clusters Score -2336668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2336775.250000 Penalty: 4838.531250
	Iteration 19Q: 3 clusters Score -2336775 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2336882.250000 Penalty: 4838.531250
	Iteration 20F: 3 clusters Score -2336882 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2336975.500000 Penalty: 4838.531250
	Iteration 21Q: 3 clusters Score -2336976 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2337042.750000 Penalty: 4838.531250
	Iteration 22Q: 3 clusters Score -2337043 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2337098.750000 Penalty: 4838.531250
	Iteration 23Q: 3 clusters Score -2337099 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2337150.500000 Penalty: 4838.531250
	Iteration 24Q: 3 clusters Score -2337150 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2337190.750000 Penalty: 4838.531250
	Iteration 25Q: 3 clusters Score -2337191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2337227.500000 Penalty: 4838.531250
	Iteration 26Q: 3 clusters Score -2337228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2337262.000000 Penalty: 4838.531250
	Iteration 27Q: 3 clusters Score -2337262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2337287.500000 Penalty: 4838.531250
	Iteration 28Q: 3 clusters Score -2337288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2337311.500000 Penalty: 4838.531250
	Iteration 29Q: 3 clusters Score -2337312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2337328.750000 Penalty: 4838.531250
	Iteration 30Q: 3 clusters Score -2337329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2337342.750000 Penalty: 4838.531250
	Iteration 31Q: 3 clusters Score -2337343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2337352.250000 Penalty: 4838.531250
	Iteration 32Q: 3 clusters Score -2337352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2337355.250000 Penalty: 4838.531250
	Iteration 33Q: 3 clusters Score -2337355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2337364.250000 Penalty: 4838.531250
	Iteration 34Q: 3 clusters Score -2337364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2337367.000000 Penalty: 4838.531250
	Iteration 35Q: 3 clusters Score -2337367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2337379.250000 Penalty: 4838.531250
	Iteration 36Q: 3 clusters Score -2337379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2337382.750000 Penalty: 4838.531250
	Iteration 37Q: 3 clusters Score -2337383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2337384.250000 Penalty: 4838.531250
	Iteration 38Q: 3 clusters Score -2337384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2337390.500000 Penalty: 4838.531250
	Iteration 39Q: 3 clusters Score -2337390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2337390.750000 Penalty: 4838.531250
	Iteration 40F: 3 clusters Score -2337391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2337392.000000 Penalty: 4838.531250
	Iteration 41Q: 3 clusters Score -2337392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2337397.250000 Penalty: 4838.531250
	Iteration 42Q: 3 clusters Score -2337397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2337403.000000 Penalty: 4838.531250
	Iteration 43Q: 3 clusters Score -2337403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2337403.500000 Penalty: 4838.531250
	Iteration 44Q: 3 clusters Score -2337404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2337403.750000 Penalty: 4838.531250
	Iteration 45Q: 3 clusters Score -2337404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2337406.250000 Penalty: 4838.531250
	Iteration 46Q: 3 clusters Score -2337406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2337404.250000 Penalty: 4838.531250
	Iteration 47Q: 3 clusters Score -2337404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2337406.000000 Penalty: 4838.531250
	Iteration 48Q: 3 clusters Score -2337406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2337406.750000 Penalty: 4838.531250
	Iteration 49Q: 3 clusters Score -2337407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2337409.000000 Penalty: 4838.531250
	Iteration 50Q: 3 clusters Score -2337409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2337406.500000 Penalty: 4838.531250
	Iteration 51Q: 3 clusters Score -2337406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2337406.500000 Penalty: 4838.531250
	Iteration 52F: 3 clusters Score -2337406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (106984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Entering Unmasked Estep 
Score: -14286683.000000 Penalty: 2871.947754
	Iteration 0F: 2 clusters Score -1.428668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -14215276.000000 Penalty: 5743.895508
	Iteration 0F: 3 clusters Score -1.421528e+07 nChanged 50902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -14244691.000000 Penalty: 5743.895508
	Iteration 1F: 3 clusters Score -1.424469e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -14245518.000000 Penalty: 5743.895508
	Iteration 2Q: 3 clusters Score -1.424552e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -14246530.000000 Penalty: 5743.895508
	Iteration 3Q: 3 clusters Score -1.424653e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -14248487.000000 Penalty: 5743.895508
	Iteration 4Q: 3 clusters Score -1.424849e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -14251906.000000 Penalty: 5743.895508
	Iteration 5F: 3 clusters Score -1.425191e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -14257597.000000 Penalty: 5743.895508
	Iteration 6F: 3 clusters Score -1.42576e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -14265471.000000 Penalty: 5743.895508
	Iteration 7F: 3 clusters Score -1.426547e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -14273603.000000 Penalty: 5743.895508
	Iteration 8F: 3 clusters Score -1.42736e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -14279300.000000 Penalty: 5743.895508
	Iteration 9F: 3 clusters Score -1.42793e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -14282084.000000 Penalty: 5743.895508
	Iteration 10Q: 3 clusters Score -1.428208e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -14283345.000000 Penalty: 5743.895508
	Iteration 11Q: 3 clusters Score -1.428334e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14283782.000000 Penalty: 5743.895508
	Iteration 12Q: 3 clusters Score -1.428378e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -14283981.000000 Penalty: 5743.895508
	Iteration 13Q: 3 clusters Score -1.428398e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14284109.000000 Penalty: 5743.895508
	Iteration 14Q: 3 clusters Score -1.428411e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14284209.000000 Penalty: 5743.895508
	Iteration 15Q: 3 clusters Score -1.428421e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14284241.000000 Penalty: 5743.895508
	Iteration 16Q: 3 clusters Score -1.428424e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14284267.000000 Penalty: 5743.895508
	Iteration 17Q: 3 clusters Score -1.428427e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14284329.000000 Penalty: 5743.895508
	Iteration 18Q: 3 clusters Score -1.428433e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14284355.000000 Penalty: 5743.895508
	Iteration 19Q: 3 clusters Score -1.428436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14284363.000000 Penalty: 5743.895508
	Iteration 20F: 3 clusters Score -1.428436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14284382.000000 Penalty: 5743.895508
	Iteration 21Q: 3 clusters Score -1.428438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106242 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14284385.000000 Penalty: 5743.895508
	Iteration 22Q: 3 clusters Score -1.428438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14284388.000000 Penalty: 5743.895508
	Iteration 23Q: 3 clusters Score -1.428439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14284384.000000 Penalty: 5743.895508
	Iteration 24Q: 3 clusters Score -1.428438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14284390.000000 Penalty: 5743.895508
	Iteration 25Q: 3 clusters Score -1.428439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14284396.000000 Penalty: 5743.895508
	Iteration 26Q: 3 clusters Score -1.42844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14284407.000000 Penalty: 5743.895508
	Iteration 27Q: 3 clusters Score -1.428441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14284390.000000 Penalty: 5743.895508
	Iteration 28Q: 3 clusters Score -1.428439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14284390.000000 Penalty: 5743.895508
	Iteration 29Q: 3 clusters Score -1.428439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14284410.000000 Penalty: 5743.895508
	Iteration 30Q: 3 clusters Score -1.428441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14284398.000000 Penalty: 5743.895508
	Iteration 31Q: 3 clusters Score -1.42844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14284398.000000 Penalty: 5743.895508
	Iteration 32F: 3 clusters Score -1.42844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Entering Unmasked Estep 
Score: -16717395.000000 Penalty: 2914.563721
	Iteration 0F: 2 clusters Score -1.67174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -16633259.000000 Penalty: 5829.127441
	Iteration 0F: 3 clusters Score -1.663326e+07 nChanged 60097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -16668411.000000 Penalty: 5829.127441
	Iteration 1F: 3 clusters Score -1.666841e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -16670223.000000 Penalty: 5829.127441
	Iteration 2Q: 3 clusters Score -1.667022e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -16673508.000000 Penalty: 5829.127441
	Iteration 3F: 3 clusters Score -1.667351e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -16678981.000000 Penalty: 5829.127441
	Iteration 4F: 3 clusters Score -1.667898e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -16686476.000000 Penalty: 5829.127441
	Iteration 5F: 3 clusters Score -1.668648e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -16694919.000000 Penalty: 5829.127441
	Iteration 6F: 3 clusters Score -1.669492e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -16702644.000000 Penalty: 5829.127441
	Iteration 7F: 3 clusters Score -1.670264e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -16709001.000000 Penalty: 5829.127441
	Iteration 8F: 3 clusters Score -1.6709e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -16712450.000000 Penalty: 5829.127441
	Iteration 9Q: 3 clusters Score -1.671245e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -16713910.000000 Penalty: 5829.127441
	Iteration 10Q: 3 clusters Score -1.671391e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -16714439.000000 Penalty: 5829.127441
	Iteration 11Q: 3 clusters Score -1.671444e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -16714637.000000 Penalty: 5829.127441
	Iteration 12Q: 3 clusters Score -1.671464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 126652 members 
Entering Unmasked Estep 
Score: -16714745.000000 Penalty: 5829.127441
	Iteration 13Q: 3 clusters Score -1.671474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -16714790.000000 Penalty: 5829.127441
	Iteration 14Q: 3 clusters Score -1.671479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -16714815.000000 Penalty: 5829.127441
	Iteration 15Q: 3 clusters Score -1.671482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -16714828.000000 Penalty: 5829.127441
	Iteration 16Q: 3 clusters Score -1.671483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -16714840.000000 Penalty: 5829.127441
	Iteration 17Q: 3 clusters Score -1.671484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -16714851.000000 Penalty: 5829.127441
	Iteration 18Q: 3 clusters Score -1.671485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -16714866.000000 Penalty: 5829.127441
	Iteration 19Q: 3 clusters Score -1.671487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 126691 members 
Entering Unmasked Estep 
Score: -16714882.000000 Penalty: 5829.127441
	Iteration 20F: 3 clusters Score -1.671488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -16714880.000000 Penalty: 5829.127441
	Iteration 21Q: 3 clusters Score -1.671488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -16714880.000000 Penalty: 5829.127441
	Iteration 22Q: 3 clusters Score -1.671488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -16714883.000000 Penalty: 5829.127441
	Iteration 23Q: 3 clusters Score -1.671488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -16714883.000000 Penalty: 5829.127441
	Iteration 24F: 3 clusters Score -1.671488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137811 members 
Entering Unmasked Estep 
Score: -17184020.000000 Penalty: 2934.742188
	Iteration 0F: 2 clusters Score -1.718402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -17091928.000000 Penalty: 5869.484375
	Iteration 0F: 3 clusters Score -1.709193e+07 nChanged 65867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -17130802.000000 Penalty: 5869.484375
	Iteration 1F: 3 clusters Score -1.71308e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -17132922.000000 Penalty: 5869.484375
	Iteration 2Q: 3 clusters Score -1.713292e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -17135828.000000 Penalty: 5869.484375
	Iteration 3Q: 3 clusters Score -1.713583e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -17139768.000000 Penalty: 5869.484375
	Iteration 4F: 3 clusters Score -1.713977e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -17144638.000000 Penalty: 5869.484375
	Iteration 5F: 3 clusters Score -1.714464e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -17150302.000000 Penalty: 5869.484375
	Iteration 6F: 3 clusters Score -1.71503e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -17156578.000000 Penalty: 5869.484375
	Iteration 7F: 3 clusters Score -1.715658e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -17162970.000000 Penalty: 5869.484375
	Iteration 8F: 3 clusters Score -1.716297e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -17168924.000000 Penalty: 5869.484375
	Iteration 9F: 3 clusters Score -1.716892e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -17173942.000000 Penalty: 5869.484375
	Iteration 10Q: 3 clusters Score -1.717394e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -17177560.000000 Penalty: 5869.484375
	Iteration 11Q: 3 clusters Score -1.717756e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131462 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -17179848.000000 Penalty: 5869.484375
	Iteration 12Q: 3 clusters Score -1.717985e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133364 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -17181194.000000 Penalty: 5869.484375
	Iteration 13Q: 3 clusters Score -1.718119e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17181914.000000 Penalty: 5869.484375
	Iteration 14Q: 3 clusters Score -1.718191e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17182362.000000 Penalty: 5869.484375
	Iteration 15Q: 3 clusters Score -1.718236e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17182576.000000 Penalty: 5869.484375
	Iteration 16Q: 3 clusters Score -1.718258e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135679 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17182684.000000 Penalty: 5869.484375
	Iteration 17Q: 3 clusters Score -1.718268e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17182776.000000 Penalty: 5869.484375
	Iteration 18Q: 3 clusters Score -1.718278e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17182842.000000 Penalty: 5869.484375
	Iteration 19Q: 3 clusters Score -1.718284e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17182878.000000 Penalty: 5869.484375
	Iteration 20F: 3 clusters Score -1.718288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17182892.000000 Penalty: 5869.484375
	Iteration 21Q: 3 clusters Score -1.718289e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17182908.000000 Penalty: 5869.484375
	Iteration 22Q: 3 clusters Score -1.718291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17182940.000000 Penalty: 5869.484375
	Iteration 23Q: 3 clusters Score -1.718294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -17182968.000000 Penalty: 5869.484375
	Iteration 24Q: 3 clusters Score -1.718297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17182964.000000 Penalty: 5869.484375
	Iteration 25Q: 3 clusters Score -1.718296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17182976.000000 Penalty: 5869.484375
	Iteration 26Q: 3 clusters Score -1.718298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136105 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17182984.000000 Penalty: 5869.484375
	Iteration 27Q: 3 clusters Score -1.718298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136109 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17182974.000000 Penalty: 5869.484375
	Iteration 28Q: 3 clusters Score -1.718297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17182962.000000 Penalty: 5869.484375
	Iteration 29Q: 3 clusters Score -1.718296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -17182976.000000 Penalty: 5869.484375
	Iteration 30Q: 3 clusters Score -1.718298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -17182982.000000 Penalty: 5869.484375
	Iteration 31Q: 3 clusters Score -1.718298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17182998.000000 Penalty: 5869.484375
	Iteration 32Q: 3 clusters Score -1.7183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -17183006.000000 Penalty: 5869.484375
	Iteration 33Q: 3 clusters Score -1.718301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17183020.000000 Penalty: 5869.484375
	Iteration 34Q: 3 clusters Score -1.718302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136136 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -17183014.000000 Penalty: 5869.484375
	Iteration 35Q: 3 clusters Score -1.718301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17183036.000000 Penalty: 5869.484375
	Iteration 36Q: 3 clusters Score -1.718304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -17183038.000000 Penalty: 5869.484375
	Iteration 37Q: 3 clusters Score -1.718304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -17183034.000000 Penalty: 5869.484375
	Iteration 38Q: 3 clusters Score -1.718303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17183042.000000 Penalty: 5869.484375
	Iteration 39Q: 3 clusters Score -1.718304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17183048.000000 Penalty: 5869.484375
	Iteration 40F: 3 clusters Score -1.718305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -17183046.000000 Penalty: 5869.484375
	Iteration 41Q: 3 clusters Score -1.718305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -17183044.000000 Penalty: 5869.484375
	Iteration 42Q: 3 clusters Score -1.718304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17183042.000000 Penalty: 5869.484375
	Iteration 43Q: 3 clusters Score -1.718304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -17183042.000000 Penalty: 5869.484375
	Iteration 44Q: 3 clusters Score -1.718304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17183030.000000 Penalty: 5869.484375
	Iteration 45Q: 3 clusters Score -1.718303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17183026.000000 Penalty: 5869.484375
	Iteration 46Q: 3 clusters Score -1.718303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17183026.000000 Penalty: 5869.484375
	Iteration 47F: 3 clusters Score -1.718303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -68583.695312 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -68583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67051.984375 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -67051.98 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67253.429688 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -67253.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67293.320312 Penalty: 3133.313721
	Iteration 2Q: 3 clusters Score -67293.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67315.789062 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -67315.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67345.906250 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -67345.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67369.343750 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -67369.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67385.773438 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -67385.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67406.968750 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -67406.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67439.109375 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -67439.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67445.828125 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -67445.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67451.335938 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -67451.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67452.101562 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -67452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67452.101562 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -67452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -545105.000000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -545105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -540951.125000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -540951.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -542085.937500 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -542085.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -542593.750000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -542593.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -543142.187500 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -543142.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -543530.125000 Penalty: 4165.499512
	Iteration 4F: 3 clusters Score -543530.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -543814.625000 Penalty: 4165.499512
	Iteration 5F: 3 clusters Score -543814.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -544010.875000 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -544010.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -544139.500000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -544139.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -544208.125000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -544208.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544258.750000 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -544258.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -544304.187500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -544304.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -544343.875000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -544343.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -544377.062500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -544377.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -544406.187500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -544406.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -544426.812500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -544426.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -544445.750000 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -544445.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -544458.062500 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -544458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -544467.062500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -544467.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -544473.062500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -544473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -544478.937500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -544478.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -544483.812500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -544483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -544486.437500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -544486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -544487.750000 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -544487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -544490.375000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -544490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -544493.625000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -544493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -544499.437500 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -544499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -544505.375000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -544505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -544510.250000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -544510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -544513.875000 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -544513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544516.687500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -544516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -544520.250000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -544520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -544522.937500 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -544522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -544524.687500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -544524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -544524.687500 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -544524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -544526.125000 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -544526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -544529.875000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -544529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -544531.500000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -544531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -544531.500000 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -544531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -544533.625000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -544533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -544533.000000 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -544533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -544535.437500 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -544535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -544536.437500 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -544536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -544537.812500 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -544537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -544539.625000 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -544539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -544540.187500 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -544540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -544540.187500 Penalty: 4165.499512
	Iteration 45F: 3 clusters Score -544540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -2553719.500000 Penalty: 2442.258545
	Iteration 0F: 2 clusters Score -2553720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2540349.750000 Penalty: 4884.517090
	Iteration 0F: 3 clusters Score -2540350 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2544846.250000 Penalty: 4884.517090
	Iteration 1F: 3 clusters Score -2544846 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2545284.000000 Penalty: 4884.517090
	Iteration 2F: 3 clusters Score -2545284 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2545733.000000 Penalty: 4884.517090
	Iteration 3Q: 3 clusters Score -2545733 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2546276.750000 Penalty: 4884.517090
	Iteration 4F: 3 clusters Score -2546277 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2546845.000000 Penalty: 4884.517090
	Iteration 5F: 3 clusters Score -2546845 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2547446.750000 Penalty: 4884.517090
	Iteration 6F: 3 clusters Score -2547447 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2548023.000000 Penalty: 4884.517090
	Iteration 7F: 3 clusters Score -2548023 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2548654.750000 Penalty: 4884.517090
	Iteration 8F: 3 clusters Score -2548655 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2549229.000000 Penalty: 4884.517090
	Iteration 9Q: 3 clusters Score -2549229 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2549692.500000 Penalty: 4884.517090
	Iteration 10Q: 3 clusters Score -2549692 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2550001.000000 Penalty: 4884.517090
	Iteration 11Q: 3 clusters Score -2550001 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2550239.500000 Penalty: 4884.517090
	Iteration 12Q: 3 clusters Score -2550240 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2550446.250000 Penalty: 4884.517090
	Iteration 13Q: 3 clusters Score -2550446 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2550637.000000 Penalty: 4884.517090
	Iteration 14Q: 3 clusters Score -2550637 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2550778.750000 Penalty: 4884.517090
	Iteration 15Q: 3 clusters Score -2550779 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2550928.000000 Penalty: 4884.517090
	Iteration 16Q: 3 clusters Score -2550928 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2551042.000000 Penalty: 4884.517090
	Iteration 17Q: 3 clusters Score -2551042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2551132.000000 Penalty: 4884.517090
	Iteration 18Q: 3 clusters Score -2551132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2551229.250000 Penalty: 4884.517090
	Iteration 19Q: 3 clusters Score -2551229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2551318.250000 Penalty: 4884.517090
	Iteration 20F: 3 clusters Score -2551318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2551400.000000 Penalty: 4884.517090
	Iteration 21Q: 3 clusters Score -2551400 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2551479.750000 Penalty: 4884.517090
	Iteration 22Q: 3 clusters Score -2551480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2551557.250000 Penalty: 4884.517090
	Iteration 23Q: 3 clusters Score -2551557 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2551640.500000 Penalty: 4884.517090
	Iteration 24Q: 3 clusters Score -2551640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2551718.000000 Penalty: 4884.517090
	Iteration 25Q: 3 clusters Score -2551718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2551791.000000 Penalty: 4884.517090
	Iteration 26Q: 3 clusters Score -2551791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2551887.500000 Penalty: 4884.517090
	Iteration 27Q: 3 clusters Score -2551888 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2551979.500000 Penalty: 4884.517090
	Iteration 28Q: 3 clusters Score -2551980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2552054.000000 Penalty: 4884.517090
	Iteration 29Q: 3 clusters Score -2552054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2552119.000000 Penalty: 4884.517090
	Iteration 30Q: 3 clusters Score -2552119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2552173.250000 Penalty: 4884.517090
	Iteration 31Q: 3 clusters Score -2552173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2552208.000000 Penalty: 4884.517090
	Iteration 32Q: 3 clusters Score -2552208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2552245.500000 Penalty: 4884.517090
	Iteration 33Q: 3 clusters Score -2552246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2552274.000000 Penalty: 4884.517090
	Iteration 34Q: 3 clusters Score -2552274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2552308.500000 Penalty: 4884.517090
	Iteration 35Q: 3 clusters Score -2552308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2552323.500000 Penalty: 4884.517090
	Iteration 36Q: 3 clusters Score -2552324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2552332.500000 Penalty: 4884.517090
	Iteration 37Q: 3 clusters Score -2552332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2552333.000000 Penalty: 4884.517090
	Iteration 38Q: 3 clusters Score -2552333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2552331.500000 Penalty: 4884.517090
	Iteration 39Q: 3 clusters Score -2552332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2552332.250000 Penalty: 4884.517090
	Iteration 40F: 3 clusters Score -2552332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2552342.750000 Penalty: 4884.517090
	Iteration 41Q: 3 clusters Score -2552343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2552340.250000 Penalty: 4884.517090
	Iteration 42Q: 3 clusters Score -2552340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2552358.000000 Penalty: 4884.517090
	Iteration 43Q: 3 clusters Score -2552358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2552363.250000 Penalty: 4884.517090
	Iteration 44Q: 3 clusters Score -2552363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2552369.250000 Penalty: 4884.517090
	Iteration 45Q: 3 clusters Score -2552369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2552373.750000 Penalty: 4884.517090
	Iteration 46Q: 3 clusters Score -2552374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2552376.000000 Penalty: 4884.517090
	Iteration 47Q: 3 clusters Score -2552376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2552373.250000 Penalty: 4884.517090
	Iteration 48Q: 3 clusters Score -2552373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2552372.000000 Penalty: 4884.517090
	Iteration 49Q: 3 clusters Score -2552372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2552377.750000 Penalty: 4884.517090
	Iteration 50Q: 3 clusters Score -2552378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2552380.750000 Penalty: 4884.517090
	Iteration 51Q: 3 clusters Score -2552381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2552383.250000 Penalty: 4884.517090
	Iteration 52Q: 3 clusters Score -2552383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2552385.250000 Penalty: 4884.517090
	Iteration 53Q: 3 clusters Score -2552385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2552388.250000 Penalty: 4884.517090
	Iteration 54Q: 3 clusters Score -2552388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2552385.500000 Penalty: 4884.517090
	Iteration 55Q: 3 clusters Score -2552386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2552390.750000 Penalty: 4884.517090
	Iteration 56Q: 3 clusters Score -2552391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2552390.500000 Penalty: 4884.517090
	Iteration 57Q: 3 clusters Score -2552390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2552385.250000 Penalty: 4884.517090
	Iteration 58Q: 3 clusters Score -2552385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2552386.500000 Penalty: 4884.517090
	Iteration 59Q: 3 clusters Score -2552386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2552391.500000 Penalty: 4884.517090
	Iteration 60F: 3 clusters Score -2552392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2552391.000000 Penalty: 4884.517090
	Iteration 61Q: 3 clusters Score -2552391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2552391.750000 Penalty: 4884.517090
	Iteration 62Q: 3 clusters Score -2552392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2552392.250000 Penalty: 4884.517090
	Iteration 63Q: 3 clusters Score -2552392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2552389.250000 Penalty: 4884.517090
	Iteration 64Q: 3 clusters Score -2552389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2552388.500000 Penalty: 4884.517090
	Iteration 65Q: 3 clusters Score -2552388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2552389.250000 Penalty: 4884.517090
	Iteration 66Q: 3 clusters Score -2552389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2552389.250000 Penalty: 4884.517090
	Iteration 67F: 3 clusters Score -2552389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Entering Unmasked Estep 
Score: -11544802.000000 Penalty: 2818.262451
	Iteration 0F: 2 clusters Score -1.15448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -11486992.000000 Penalty: 5636.524902
	Iteration 0F: 3 clusters Score -1.148699e+07 nChanged 40518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -11510010.000000 Penalty: 5636.524902
	Iteration 1F: 3 clusters Score -1.151001e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -11510664.000000 Penalty: 5636.524902
	Iteration 2Q: 3 clusters Score -1.151066e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -11511339.000000 Penalty: 5636.524902
	Iteration 3Q: 3 clusters Score -1.151134e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -11512040.000000 Penalty: 5636.524902
	Iteration 4Q: 3 clusters Score -1.151204e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -11512953.000000 Penalty: 5636.524902
	Iteration 5Q: 3 clusters Score -1.151295e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -11514076.000000 Penalty: 5636.524902
	Iteration 6Q: 3 clusters Score -1.151408e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -11516225.000000 Penalty: 5636.524902
	Iteration 7Q: 3 clusters Score -1.151622e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -11519888.000000 Penalty: 5636.524902
	Iteration 8F: 3 clusters Score -1.151989e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -11525537.000000 Penalty: 5636.524902
	Iteration 9F: 3 clusters Score -1.152554e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -11532435.000000 Penalty: 5636.524902
	Iteration 10F: 3 clusters Score -1.153244e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -11537940.000000 Penalty: 5636.524902
	Iteration 11F: 3 clusters Score -1.153794e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11540768.000000 Penalty: 5636.524902
	Iteration 12Q: 3 clusters Score -1.154077e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11541769.000000 Penalty: 5636.524902
	Iteration 13Q: 3 clusters Score -1.154177e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11542067.000000 Penalty: 5636.524902
	Iteration 14Q: 3 clusters Score -1.154207e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11542154.000000 Penalty: 5636.524902
	Iteration 15Q: 3 clusters Score -1.154215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11542204.000000 Penalty: 5636.524902
	Iteration 16Q: 3 clusters Score -1.15422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11542234.000000 Penalty: 5636.524902
	Iteration 17Q: 3 clusters Score -1.154223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11542241.000000 Penalty: 5636.524902
	Iteration 18Q: 3 clusters Score -1.154224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11542263.000000 Penalty: 5636.524902
	Iteration 19Q: 3 clusters Score -1.154226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11542265.000000 Penalty: 5636.524902
	Iteration 20F: 3 clusters Score -1.154226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11542265.000000 Penalty: 5636.524902
	Iteration 21Q: 3 clusters Score -1.154226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11542277.000000 Penalty: 5636.524902
	Iteration 22Q: 3 clusters Score -1.154228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11542280.000000 Penalty: 5636.524902
	Iteration 23Q: 3 clusters Score -1.154228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11542280.000000 Penalty: 5636.524902
	Iteration 24F: 3 clusters Score -1.154228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -691636.500000 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -691636.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -686752.062500 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -686752.1 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -687936.125000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -687936.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -688194.125000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -688194.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -688348.562500 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -688348.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -688455.750000 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -688455.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -688535.812500 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -688535.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -688603.812500 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -688603.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -688672.562500 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -688672.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -688739.375000 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -688739.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -688784.875000 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -688784.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -688824.250000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -688824.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -688873.500000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -688873.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -688926.812500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -688926.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -688978.312500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -688978.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -689031.125000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -689031.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -689084.062500 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -689084.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -689139.125000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -689139.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -689199.500000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -689199.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -689275.062500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -689275.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -689399.812500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -689399.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -689547.375000 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -689547.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -689694.437500 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -689694.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -689831.187500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -689831.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -689928.125000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -689928.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -690000.062500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -690000.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -690041.562500 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -690041.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -690068.250000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -690068.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -690089.500000 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -690089.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -690106.937500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -690106.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -690124.625000 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -690124.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -690137.187500 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -690137.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -690151.375000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -690151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -690164.562500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -690164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -690174.812500 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -690174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -690180.937500 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -690180.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -690189.875000 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -690189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -690197.875000 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -690197.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -690208.687500 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -690208.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -690215.500000 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -690215.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -690226.812500 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -690226.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -690243.687500 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -690243.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -690261.187500 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -690261.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -690282.687500 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -690282.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -690304.125000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -690304.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -690328.125000 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -690328.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -690355.437500 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -690355.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -690382.312500 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -690382.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -690408.875000 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -690408.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -690430.062500 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -690430.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -690456.187500 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -690456.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -690487.625000 Penalty: 4278.608887
	Iteration 50Q: 3 clusters Score -690487.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -690535.312500 Penalty: 4278.608887
	Iteration 51Q: 3 clusters Score -690535.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -690589.375000 Penalty: 4278.608887
	Iteration 52Q: 3 clusters Score -690589.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -690644.687500 Penalty: 4278.608887
	Iteration 53Q: 3 clusters Score -690644.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -690689.062500 Penalty: 4278.608887
	Iteration 54Q: 3 clusters Score -690689.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -690737.375000 Penalty: 4278.608887
	Iteration 55Q: 3 clusters Score -690737.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -690793.562500 Penalty: 4278.608887
	Iteration 56Q: 3 clusters Score -690793.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -690873.312500 Penalty: 4278.608887
	Iteration 57Q: 3 clusters Score -690873.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -690928.812500 Penalty: 4278.608887
	Iteration 58Q: 3 clusters Score -690928.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -690953.312500 Penalty: 4278.608887
	Iteration 59Q: 3 clusters Score -690953.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -690975.375000 Penalty: 4278.608887
	Iteration 60F: 3 clusters Score -690975.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -690994.062500 Penalty: 4278.608887
	Iteration 61Q: 3 clusters Score -690994.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -691003.687500 Penalty: 4278.608887
	Iteration 62Q: 3 clusters Score -691003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -691015.187500 Penalty: 4278.608887
	Iteration 63Q: 3 clusters Score -691015.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -691021.375000 Penalty: 4278.608887
	Iteration 64Q: 3 clusters Score -691021.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -691027.187500 Penalty: 4278.608887
	Iteration 65Q: 3 clusters Score -691027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -691031.312500 Penalty: 4278.608887
	Iteration 66Q: 3 clusters Score -691031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -691032.125000 Penalty: 4278.608887
	Iteration 67Q: 3 clusters Score -691032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -691033.875000 Penalty: 4278.608887
	Iteration 68Q: 3 clusters Score -691033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -691038.812500 Penalty: 4278.608887
	Iteration 69Q: 3 clusters Score -691038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -691041.437500 Penalty: 4278.608887
	Iteration 70Q: 3 clusters Score -691041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -691045.750000 Penalty: 4278.608887
	Iteration 71Q: 3 clusters Score -691045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -691047.625000 Penalty: 4278.608887
	Iteration 72Q: 3 clusters Score -691047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -691046.312500 Penalty: 4278.608887
	Iteration 73Q: 3 clusters Score -691046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -691046.750000 Penalty: 4278.608887
	Iteration 74Q: 3 clusters Score -691046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -691046.812500 Penalty: 4278.608887
	Iteration 75Q: 3 clusters Score -691046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -691046.750000 Penalty: 4278.608887
	Iteration 76Q: 3 clusters Score -691046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -691047.812500 Penalty: 4278.608887
	Iteration 77Q: 3 clusters Score -691047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -691047.812500 Penalty: 4278.608887
	Iteration 78F: 3 clusters Score -691047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -55965.804688 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -55965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54566.203125 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -54566.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54782.757812 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -54782.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54846.328125 Penalty: 3036.756348
	Iteration 2Q: 3 clusters Score -54846.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54894.675781 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -54894.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54913.554688 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -54913.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54925.406250 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -54925.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54947.683594 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -54947.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54952.734375 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -54952.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54964.792969 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -54964.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54969.382812 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -54969.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54973.656250 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -54973.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54976.132812 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -54976.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54978.582031 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -54978.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54979.328125 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -54979.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54987.304688 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -54987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54988.863281 Penalty: 3036.756348
	Iteration 15Q: 3 clusters Score -54988.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54990.585938 Penalty: 3036.756348
	Iteration 16Q: 3 clusters Score -54990.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54990.585938 Penalty: 3036.756348
	Iteration 17F: 3 clusters Score -54990.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Entering Unmasked Estep 
Score: -1800604.500000 Penalty: 2365.349609
	Iteration 0F: 2 clusters Score -1800604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1790402.625000 Penalty: 4730.699219
	Iteration 0F: 3 clusters Score -1790403 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1793760.125000 Penalty: 4730.699219
	Iteration 1F: 3 clusters Score -1793760 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1794316.000000 Penalty: 4730.699219
	Iteration 2F: 3 clusters Score -1794316 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1794905.250000 Penalty: 4730.699219
	Iteration 3F: 3 clusters Score -1794905 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1795538.125000 Penalty: 4730.699219
	Iteration 4F: 3 clusters Score -1795538 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1796144.625000 Penalty: 4730.699219
	Iteration 5F: 3 clusters Score -1796145 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1796700.000000 Penalty: 4730.699219
	Iteration 6F: 3 clusters Score -1796700 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1797174.625000 Penalty: 4730.699219
	Iteration 7F: 3 clusters Score -1797175 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1797554.750000 Penalty: 4730.699219
	Iteration 8Q: 3 clusters Score -1797555 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1797871.625000 Penalty: 4730.699219
	Iteration 9Q: 3 clusters Score -1797872 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1798165.625000 Penalty: 4730.699219
	Iteration 10Q: 3 clusters Score -1798166 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1798455.625000 Penalty: 4730.699219
	Iteration 11Q: 3 clusters Score -1798456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1798712.750000 Penalty: 4730.699219
	Iteration 12Q: 3 clusters Score -1798713 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1798934.125000 Penalty: 4730.699219
	Iteration 13Q: 3 clusters Score -1798934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1799070.875000 Penalty: 4730.699219
	Iteration 14Q: 3 clusters Score -1799071 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1799183.625000 Penalty: 4730.699219
	Iteration 15Q: 3 clusters Score -1799184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1799281.125000 Penalty: 4730.699219
	Iteration 16Q: 3 clusters Score -1799281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1799330.500000 Penalty: 4730.699219
	Iteration 17Q: 3 clusters Score -1799330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1799368.250000 Penalty: 4730.699219
	Iteration 18Q: 3 clusters Score -1799368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1799405.500000 Penalty: 4730.699219
	Iteration 19Q: 3 clusters Score -1799406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1799430.625000 Penalty: 4730.699219
	Iteration 20F: 3 clusters Score -1799431 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1799449.125000 Penalty: 4730.699219
	Iteration 21Q: 3 clusters Score -1799449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1799464.875000 Penalty: 4730.699219
	Iteration 22Q: 3 clusters Score -1799465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1799492.000000 Penalty: 4730.699219
	Iteration 23Q: 3 clusters Score -1799492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1799505.375000 Penalty: 4730.699219
	Iteration 24Q: 3 clusters Score -1799505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1799534.500000 Penalty: 4730.699219
	Iteration 25Q: 3 clusters Score -1799534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1799556.500000 Penalty: 4730.699219
	Iteration 26Q: 3 clusters Score -1799556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1799578.625000 Penalty: 4730.699219
	Iteration 27Q: 3 clusters Score -1799579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1799597.625000 Penalty: 4730.699219
	Iteration 28Q: 3 clusters Score -1799598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1799614.125000 Penalty: 4730.699219
	Iteration 29Q: 3 clusters Score -1799614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1799642.500000 Penalty: 4730.699219
	Iteration 30Q: 3 clusters Score -1799642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1799674.625000 Penalty: 4730.699219
	Iteration 31Q: 3 clusters Score -1799675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1799733.250000 Penalty: 4730.699219
	Iteration 32Q: 3 clusters Score -1799733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1799794.375000 Penalty: 4730.699219
	Iteration 33Q: 3 clusters Score -1799794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1799879.500000 Penalty: 4730.699219
	Iteration 34Q: 3 clusters Score -1799880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1799956.625000 Penalty: 4730.699219
	Iteration 35Q: 3 clusters Score -1799957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1799989.875000 Penalty: 4730.699219
	Iteration 36Q: 3 clusters Score -1799990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1800009.250000 Penalty: 4730.699219
	Iteration 37Q: 3 clusters Score -1800009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1800017.250000 Penalty: 4730.699219
	Iteration 38Q: 3 clusters Score -1800017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1800025.000000 Penalty: 4730.699219
	Iteration 39Q: 3 clusters Score -1800025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1800035.000000 Penalty: 4730.699219
	Iteration 40F: 3 clusters Score -1800035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1800034.125000 Penalty: 4730.699219
	Iteration 41Q: 3 clusters Score -1800034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1800036.500000 Penalty: 4730.699219
	Iteration 42Q: 3 clusters Score -1800036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1800037.375000 Penalty: 4730.699219
	Iteration 43Q: 3 clusters Score -1800037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1800037.375000 Penalty: 4730.699219
	Iteration 44F: 3 clusters Score -1800037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Entering Unmasked Estep 
Score: -2813190.000000 Penalty: 2466.268066
	Iteration 0F: 2 clusters Score -2813190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2798527.750000 Penalty: 4932.536133
	Iteration 0F: 3 clusters Score -2798528 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2803470.750000 Penalty: 4932.536133
	Iteration 1F: 3 clusters Score -2803471 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2803921.250000 Penalty: 4932.536133
	Iteration 2F: 3 clusters Score -2803921 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2804303.750000 Penalty: 4932.536133
	Iteration 3Q: 3 clusters Score -2804304 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2804713.250000 Penalty: 4932.536133
	Iteration 4Q: 3 clusters Score -2804713 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2805147.250000 Penalty: 4932.536133
	Iteration 5Q: 3 clusters Score -2805147 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2805588.500000 Penalty: 4932.536133
	Iteration 6Q: 3 clusters Score -2805588 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2806081.500000 Penalty: 4932.536133
	Iteration 7Q: 3 clusters Score -2806082 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2806604.000000 Penalty: 4932.536133
	Iteration 8Q: 3 clusters Score -2806604 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2807152.000000 Penalty: 4932.536133
	Iteration 9Q: 3 clusters Score -2807152 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2807669.750000 Penalty: 4932.536133
	Iteration 10Q: 3 clusters Score -2807670 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2808102.000000 Penalty: 4932.536133
	Iteration 11Q: 3 clusters Score -2808102 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2808418.250000 Penalty: 4932.536133
	Iteration 12Q: 3 clusters Score -2808418 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2808617.000000 Penalty: 4932.536133
	Iteration 13Q: 3 clusters Score -2808617 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2808779.000000 Penalty: 4932.536133
	Iteration 14Q: 3 clusters Score -2808779 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2808909.500000 Penalty: 4932.536133
	Iteration 15Q: 3 clusters Score -2808910 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2809026.500000 Penalty: 4932.536133
	Iteration 16Q: 3 clusters Score -2809026 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2809118.750000 Penalty: 4932.536133
	Iteration 17Q: 3 clusters Score -2809119 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2809241.250000 Penalty: 4932.536133
	Iteration 18Q: 3 clusters Score -2809241 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2809361.000000 Penalty: 4932.536133
	Iteration 19Q: 3 clusters Score -2809361 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2809479.750000 Penalty: 4932.536133
	Iteration 20F: 3 clusters Score -2809480 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2809619.500000 Penalty: 4932.536133
	Iteration 21Q: 3 clusters Score -2809620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2809739.000000 Penalty: 4932.536133
	Iteration 22Q: 3 clusters Score -2809739 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2809864.000000 Penalty: 4932.536133
	Iteration 23Q: 3 clusters Score -2809864 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2809954.750000 Penalty: 4932.536133
	Iteration 24Q: 3 clusters Score -2809955 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2810050.500000 Penalty: 4932.536133
	Iteration 25Q: 3 clusters Score -2810050 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2810156.000000 Penalty: 4932.536133
	Iteration 26Q: 3 clusters Score -2810156 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2810262.750000 Penalty: 4932.536133
	Iteration 27Q: 3 clusters Score -2810263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2810334.250000 Penalty: 4932.536133
	Iteration 28Q: 3 clusters Score -2810334 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2810412.500000 Penalty: 4932.536133
	Iteration 29Q: 3 clusters Score -2810412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2810486.000000 Penalty: 4932.536133
	Iteration 30Q: 3 clusters Score -2810486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2810564.750000 Penalty: 4932.536133
	Iteration 31Q: 3 clusters Score -2810565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2810637.250000 Penalty: 4932.536133
	Iteration 32Q: 3 clusters Score -2810637 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2810694.000000 Penalty: 4932.536133
	Iteration 33Q: 3 clusters Score -2810694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2810763.000000 Penalty: 4932.536133
	Iteration 34Q: 3 clusters Score -2810763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2810807.250000 Penalty: 4932.536133
	Iteration 35Q: 3 clusters Score -2810807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2810841.750000 Penalty: 4932.536133
	Iteration 36Q: 3 clusters Score -2810842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2810882.000000 Penalty: 4932.536133
	Iteration 37Q: 3 clusters Score -2810882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2810898.500000 Penalty: 4932.536133
	Iteration 38Q: 3 clusters Score -2810898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2810922.000000 Penalty: 4932.536133
	Iteration 39Q: 3 clusters Score -2810922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2810943.000000 Penalty: 4932.536133
	Iteration 40F: 3 clusters Score -2810943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2810958.500000 Penalty: 4932.536133
	Iteration 41Q: 3 clusters Score -2810958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2810972.250000 Penalty: 4932.536133
	Iteration 42Q: 3 clusters Score -2810972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2810984.500000 Penalty: 4932.536133
	Iteration 43Q: 3 clusters Score -2810984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2810988.000000 Penalty: 4932.536133
	Iteration 44Q: 3 clusters Score -2810988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2810997.750000 Penalty: 4932.536133
	Iteration 45Q: 3 clusters Score -2810998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2811009.750000 Penalty: 4932.536133
	Iteration 46Q: 3 clusters Score -2811010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2811022.000000 Penalty: 4932.536133
	Iteration 47Q: 3 clusters Score -2811022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2811033.000000 Penalty: 4932.536133
	Iteration 48Q: 3 clusters Score -2811033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2811039.000000 Penalty: 4932.536133
	Iteration 49Q: 3 clusters Score -2811039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2811033.500000 Penalty: 4932.536133
	Iteration 50Q: 3 clusters Score -2811034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2811034.000000 Penalty: 4932.536133
	Iteration 51Q: 3 clusters Score -2811034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2811041.750000 Penalty: 4932.536133
	Iteration 52Q: 3 clusters Score -2811042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2811042.500000 Penalty: 4932.536133
	Iteration 53Q: 3 clusters Score -2811042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2811042.250000 Penalty: 4932.536133
	Iteration 54Q: 3 clusters Score -2811042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2811041.750000 Penalty: 4932.536133
	Iteration 55Q: 3 clusters Score -2811042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2811042.750000 Penalty: 4932.536133
	Iteration 56Q: 3 clusters Score -2811043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2811043.500000 Penalty: 4932.536133
	Iteration 57Q: 3 clusters Score -2811044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2811043.750000 Penalty: 4932.536133
	Iteration 58Q: 3 clusters Score -2811044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2811045.500000 Penalty: 4932.536133
	Iteration 59Q: 3 clusters Score -2811046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2811048.250000 Penalty: 4932.536133
	Iteration 60F: 3 clusters Score -2811048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2811052.000000 Penalty: 4932.536133
	Iteration 61Q: 3 clusters Score -2811052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2811058.500000 Penalty: 4932.536133
	Iteration 62Q: 3 clusters Score -2811058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2811063.000000 Penalty: 4932.536133
	Iteration 63Q: 3 clusters Score -2811063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2811065.750000 Penalty: 4932.536133
	Iteration 64Q: 3 clusters Score -2811066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2811071.250000 Penalty: 4932.536133
	Iteration 65Q: 3 clusters Score -2811071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2811074.000000 Penalty: 4932.536133
	Iteration 66Q: 3 clusters Score -2811074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2811082.500000 Penalty: 4932.536133
	Iteration 67Q: 3 clusters Score -2811082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2811086.000000 Penalty: 4932.536133
	Iteration 68Q: 3 clusters Score -2811086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2811086.500000 Penalty: 4932.536133
	Iteration 69Q: 3 clusters Score -2811086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2811088.500000 Penalty: 4932.536133
	Iteration 70Q: 3 clusters Score -2811088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2811088.500000 Penalty: 4932.536133
	Iteration 71F: 3 clusters Score -2811088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Entering Unmasked Estep 
Score: -12264504.000000 Penalty: 2834.494629
	Iteration 0F: 2 clusters Score -1.22645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -12202998.000000 Penalty: 5668.989258
	Iteration 0F: 3 clusters Score -1.2203e+07 nChanged 43470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -12227975.000000 Penalty: 5668.989258
	Iteration 1F: 3 clusters Score -1.222798e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -12229306.000000 Penalty: 5668.989258
	Iteration 2Q: 3 clusters Score -1.222931e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -12231359.000000 Penalty: 5668.989258
	Iteration 3Q: 3 clusters Score -1.223136e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -12234216.000000 Penalty: 5668.989258
	Iteration 4F: 3 clusters Score -1.223422e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -12237872.000000 Penalty: 5668.989258
	Iteration 5F: 3 clusters Score -1.223787e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -12242149.000000 Penalty: 5668.989258
	Iteration 6F: 3 clusters Score -1.224215e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -12246627.000000 Penalty: 5668.989258
	Iteration 7F: 3 clusters Score -1.224663e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -12250659.000000 Penalty: 5668.989258
	Iteration 8F: 3 clusters Score -1.225066e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -12254397.000000 Penalty: 5668.989258
	Iteration 9Q: 3 clusters Score -1.22544e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -12257214.000000 Penalty: 5668.989258
	Iteration 10Q: 3 clusters Score -1.225721e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -12259074.000000 Penalty: 5668.989258
	Iteration 11Q: 3 clusters Score -1.225907e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -12260150.000000 Penalty: 5668.989258
	Iteration 12Q: 3 clusters Score -1.226015e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12260852.000000 Penalty: 5668.989258
	Iteration 13Q: 3 clusters Score -1.226085e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12261298.000000 Penalty: 5668.989258
	Iteration 14Q: 3 clusters Score -1.22613e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12261642.000000 Penalty: 5668.989258
	Iteration 15Q: 3 clusters Score -1.226164e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12261859.000000 Penalty: 5668.989258
	Iteration 16Q: 3 clusters Score -1.226186e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12262016.000000 Penalty: 5668.989258
	Iteration 17Q: 3 clusters Score -1.226202e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12262120.000000 Penalty: 5668.989258
	Iteration 18Q: 3 clusters Score -1.226212e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12262208.000000 Penalty: 5668.989258
	Iteration 19Q: 3 clusters Score -1.226221e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12262280.000000 Penalty: 5668.989258
	Iteration 20F: 3 clusters Score -1.226228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12262367.000000 Penalty: 5668.989258
	Iteration 21Q: 3 clusters Score -1.226237e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12262394.000000 Penalty: 5668.989258
	Iteration 22Q: 3 clusters Score -1.226239e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12262419.000000 Penalty: 5668.989258
	Iteration 23Q: 3 clusters Score -1.226242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12262423.000000 Penalty: 5668.989258
	Iteration 24Q: 3 clusters Score -1.226242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12262439.000000 Penalty: 5668.989258
	Iteration 25Q: 3 clusters Score -1.226244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12262463.000000 Penalty: 5668.989258
	Iteration 26Q: 3 clusters Score -1.226246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -12262475.000000 Penalty: 5668.989258
	Iteration 27Q: 3 clusters Score -1.226248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12262483.000000 Penalty: 5668.989258
	Iteration 28Q: 3 clusters Score -1.226248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12262499.000000 Penalty: 5668.989258
	Iteration 29Q: 3 clusters Score -1.22625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12262510.000000 Penalty: 5668.989258
	Iteration 30Q: 3 clusters Score -1.226251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12262515.000000 Penalty: 5668.989258
	Iteration 31Q: 3 clusters Score -1.226252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12262513.000000 Penalty: 5668.989258
	Iteration 32Q: 3 clusters Score -1.226251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -12262517.000000 Penalty: 5668.989258
	Iteration 33Q: 3 clusters Score -1.226252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12262519.000000 Penalty: 5668.989258
	Iteration 34Q: 3 clusters Score -1.226252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12262521.000000 Penalty: 5668.989258
	Iteration 35Q: 3 clusters Score -1.226252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12262522.000000 Penalty: 5668.989258
	Iteration 36Q: 3 clusters Score -1.226252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12262514.000000 Penalty: 5668.989258
	Iteration 37Q: 3 clusters Score -1.226251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12262514.000000 Penalty: 5668.989258
	Iteration 38Q: 3 clusters Score -1.226251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12262514.000000 Penalty: 5668.989258
	Iteration 39F: 3 clusters Score -1.226251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Entering Unmasked Estep 
Score: -5859594.500000 Penalty: 2651.185059
	Iteration 0F: 2 clusters Score -5859594 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 21895 members 
Entering Unmasked Estep 
Score: -5829843.000000 Penalty: 5302.370117
	Iteration 0F: 3 clusters Score -5829843 nChanged 20242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5841067.000000 Penalty: 5302.370117
	Iteration 1F: 3 clusters Score -5841067 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5841488.000000 Penalty: 5302.370117
	Iteration 2Q: 3 clusters Score -5841488 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5841793.000000 Penalty: 5302.370117
	Iteration 3Q: 3 clusters Score -5841793 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5842062.000000 Penalty: 5302.370117
	Iteration 4Q: 3 clusters Score -5842062 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5842348.000000 Penalty: 5302.370117
	Iteration 5Q: 3 clusters Score -5842348 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5842692.500000 Penalty: 5302.370117
	Iteration 6Q: 3 clusters Score -5842692 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5843147.500000 Penalty: 5302.370117
	Iteration 7Q: 3 clusters Score -5843148 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5843859.000000 Penalty: 5302.370117
	Iteration 8Q: 3 clusters Score -5843859 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5844667.000000 Penalty: 5302.370117
	Iteration 9Q: 3 clusters Score -5844667 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5845737.000000 Penalty: 5302.370117
	Iteration 10Q: 3 clusters Score -5845737 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5846932.500000 Penalty: 5302.370117
	Iteration 11Q: 3 clusters Score -5846932 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5848232.500000 Penalty: 5302.370117
	Iteration 12Q: 3 clusters Score -5848232 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5849442.500000 Penalty: 5302.370117
	Iteration 13Q: 3 clusters Score -5849442 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5850476.500000 Penalty: 5302.370117
	Iteration 14Q: 3 clusters Score -5850476 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5851334.000000 Penalty: 5302.370117
	Iteration 15Q: 3 clusters Score -5851334 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5851940.000000 Penalty: 5302.370117
	Iteration 16Q: 3 clusters Score -5851940 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5852353.000000 Penalty: 5302.370117
	Iteration 17Q: 3 clusters Score -5852353 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5852656.500000 Penalty: 5302.370117
	Iteration 18Q: 3 clusters Score -5852656 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5852908.000000 Penalty: 5302.370117
	Iteration 19Q: 3 clusters Score -5852908 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5853117.500000 Penalty: 5302.370117
	Iteration 20F: 3 clusters Score -5853118 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -5853271.500000 Penalty: 5302.370117
	Iteration 21Q: 3 clusters Score -5853272 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5853451.000000 Penalty: 5302.370117
	Iteration 22Q: 3 clusters Score -5853451 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5853635.000000 Penalty: 5302.370117
	Iteration 23Q: 3 clusters Score -5853635 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5853840.000000 Penalty: 5302.370117
	Iteration 24Q: 3 clusters Score -5853840 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -5854075.500000 Penalty: 5302.370117
	Iteration 25Q: 3 clusters Score -5854076 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -5854282.000000 Penalty: 5302.370117
	Iteration 26Q: 3 clusters Score -5854282 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -5854482.000000 Penalty: 5302.370117
	Iteration 27Q: 3 clusters Score -5854482 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5854725.500000 Penalty: 5302.370117
	Iteration 28Q: 3 clusters Score -5854726 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -5854960.000000 Penalty: 5302.370117
	Iteration 29Q: 3 clusters Score -5854960 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5855200.000000 Penalty: 5302.370117
	Iteration 30Q: 3 clusters Score -5855200 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5855407.500000 Penalty: 5302.370117
	Iteration 31Q: 3 clusters Score -5855408 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -5855665.500000 Penalty: 5302.370117
	Iteration 32Q: 3 clusters Score -5855666 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5855902.500000 Penalty: 5302.370117
	Iteration 33Q: 3 clusters Score -5855902 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5856073.000000 Penalty: 5302.370117
	Iteration 34Q: 3 clusters Score -5856073 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5856293.500000 Penalty: 5302.370117
	Iteration 35Q: 3 clusters Score -5856294 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5856458.000000 Penalty: 5302.370117
	Iteration 36Q: 3 clusters Score -5856458 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5856590.000000 Penalty: 5302.370117
	Iteration 37Q: 3 clusters Score -5856590 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5856724.500000 Penalty: 5302.370117
	Iteration 38Q: 3 clusters Score -5856724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5856828.500000 Penalty: 5302.370117
	Iteration 39Q: 3 clusters Score -5856828 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5856918.000000 Penalty: 5302.370117
	Iteration 40F: 3 clusters Score -5856918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5856989.500000 Penalty: 5302.370117
	Iteration 41Q: 3 clusters Score -5856990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5857045.000000 Penalty: 5302.370117
	Iteration 42Q: 3 clusters Score -5857045 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5857096.000000 Penalty: 5302.370117
	Iteration 43Q: 3 clusters Score -5857096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5857129.500000 Penalty: 5302.370117
	Iteration 44Q: 3 clusters Score -5857130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5857164.500000 Penalty: 5302.370117
	Iteration 45Q: 3 clusters Score -5857164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5857193.000000 Penalty: 5302.370117
	Iteration 46Q: 3 clusters Score -5857193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5857220.500000 Penalty: 5302.370117
	Iteration 47Q: 3 clusters Score -5857220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5857244.500000 Penalty: 5302.370117
	Iteration 48Q: 3 clusters Score -5857244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5857260.500000 Penalty: 5302.370117
	Iteration 49Q: 3 clusters Score -5857260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5857274.000000 Penalty: 5302.370117
	Iteration 50Q: 3 clusters Score -5857274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5857291.500000 Penalty: 5302.370117
	Iteration 51Q: 3 clusters Score -5857292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5857304.000000 Penalty: 5302.370117
	Iteration 52Q: 3 clusters Score -5857304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5857321.000000 Penalty: 5302.370117
	Iteration 53Q: 3 clusters Score -5857321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5857337.500000 Penalty: 5302.370117
	Iteration 54Q: 3 clusters Score -5857338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5857341.500000 Penalty: 5302.370117
	Iteration 55Q: 3 clusters Score -5857342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5857349.500000 Penalty: 5302.370117
	Iteration 56Q: 3 clusters Score -5857350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5857347.500000 Penalty: 5302.370117
	Iteration 57Q: 3 clusters Score -5857348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5857350.500000 Penalty: 5302.370117
	Iteration 58Q: 3 clusters Score -5857350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5857351.500000 Penalty: 5302.370117
	Iteration 59Q: 3 clusters Score -5857352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5857362.500000 Penalty: 5302.370117
	Iteration 60F: 3 clusters Score -5857362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5857364.000000 Penalty: 5302.370117
	Iteration 61Q: 3 clusters Score -5857364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5857365.500000 Penalty: 5302.370117
	Iteration 62Q: 3 clusters Score -5857366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5857371.500000 Penalty: 5302.370117
	Iteration 63Q: 3 clusters Score -5857372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5857373.000000 Penalty: 5302.370117
	Iteration 64Q: 3 clusters Score -5857373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5857375.500000 Penalty: 5302.370117
	Iteration 65Q: 3 clusters Score -5857376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5857376.000000 Penalty: 5302.370117
	Iteration 66Q: 3 clusters Score -5857376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5857377.000000 Penalty: 5302.370117
	Iteration 67Q: 3 clusters Score -5857377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5857377.500000 Penalty: 5302.370117
	Iteration 68Q: 3 clusters Score -5857378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5857377.500000 Penalty: 5302.370117
	Iteration 69F: 3 clusters Score -5857378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -566123.812500 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -566123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -561914.375000 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -561914.4 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -562949.812500 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -562949.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -563154.687500 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -563154.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -563296.125000 Penalty: 4170.612793
	Iteration 3Q: 3 clusters Score -563296.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -563431.750000 Penalty: 4170.612793
	Iteration 4Q: 3 clusters Score -563431.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -563534.312500 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -563534.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -563587.750000 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -563587.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -563630.250000 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -563630.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -563669.687500 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -563669.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -563701.937500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -563701.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -563727.187500 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -563727.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -563752.875000 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -563752.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -563777.625000 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -563777.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -563800.312500 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -563800.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -563819.375000 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -563819.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -563835.375000 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -563835.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -563850.875000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -563850.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -563862.250000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -563862.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -563876.250000 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -563876.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -563891.437500 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -563891.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -563904.000000 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -563904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -563920.875000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -563920.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -563940.437500 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -563940.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -563959.562500 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -563959.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -563976.750000 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -563976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -563992.000000 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -563992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -564003.812500 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -564003.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -564024.500000 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -564024.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -564041.187500 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -564041.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -564060.875000 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -564060.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -564088.687500 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -564088.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -564114.375000 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -564114.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -564146.000000 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -564146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -564180.500000 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -564180.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -564211.562500 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -564211.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -564237.250000 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -564237.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -564257.625000 Penalty: 4170.612793
	Iteration 36Q: 3 clusters Score -564257.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -564275.500000 Penalty: 4170.612793
	Iteration 37Q: 3 clusters Score -564275.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -564299.312500 Penalty: 4170.612793
	Iteration 38Q: 3 clusters Score -564299.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -564312.687500 Penalty: 4170.612793
	Iteration 39Q: 3 clusters Score -564312.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -564323.812500 Penalty: 4170.612793
	Iteration 40F: 3 clusters Score -564323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -564337.750000 Penalty: 4170.612793
	Iteration 41Q: 3 clusters Score -564337.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -564350.437500 Penalty: 4170.612793
	Iteration 42Q: 3 clusters Score -564350.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -564364.062500 Penalty: 4170.612793
	Iteration 43Q: 3 clusters Score -564364.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -564375.687500 Penalty: 4170.612793
	Iteration 44Q: 3 clusters Score -564375.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -564383.625000 Penalty: 4170.612793
	Iteration 45Q: 3 clusters Score -564383.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -564393.625000 Penalty: 4170.612793
	Iteration 46Q: 3 clusters Score -564393.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -564399.812500 Penalty: 4170.612793
	Iteration 47Q: 3 clusters Score -564399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -564407.500000 Penalty: 4170.612793
	Iteration 48Q: 3 clusters Score -564407.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -564412.562500 Penalty: 4170.612793
	Iteration 49Q: 3 clusters Score -564412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -564419.125000 Penalty: 4170.612793
	Iteration 50Q: 3 clusters Score -564419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -564422.562500 Penalty: 4170.612793
	Iteration 51Q: 3 clusters Score -564422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -564425.750000 Penalty: 4170.612793
	Iteration 52Q: 3 clusters Score -564425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -564427.437500 Penalty: 4170.612793
	Iteration 53Q: 3 clusters Score -564427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -564431.375000 Penalty: 4170.612793
	Iteration 54Q: 3 clusters Score -564431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -564432.562500 Penalty: 4170.612793
	Iteration 55Q: 3 clusters Score -564432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -564433.375000 Penalty: 4170.612793
	Iteration 56Q: 3 clusters Score -564433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -564434.437500 Penalty: 4170.612793
	Iteration 57Q: 3 clusters Score -564434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -564434.437500 Penalty: 4170.612793
	Iteration 58F: 3 clusters Score -564434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -256691.468750 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -256691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254044.484375 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -254044.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -254551.281250 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -254551.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -254680.640625 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -254680.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254737.718750 Penalty: 3771.038574
	Iteration 3Q: 3 clusters Score -254737.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -254765.937500 Penalty: 3771.038574
	Iteration 4Q: 3 clusters Score -254765.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254779.812500 Penalty: 3771.038574
	Iteration 5Q: 3 clusters Score -254779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254788.937500 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -254788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254796.468750 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -254796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -254803.781250 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -254803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254808.859375 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -254808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -254815.796875 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -254815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254819.734375 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -254819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -254824.125000 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -254824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -254825.796875 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -254825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254827.531250 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -254827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254830.468750 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -254830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -254833.296875 Penalty: 3771.038574
	Iteration 16Q: 3 clusters Score -254833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254836.156250 Penalty: 3771.038574
	Iteration 17Q: 3 clusters Score -254836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254839.687500 Penalty: 3771.038574
	Iteration 18Q: 3 clusters Score -254839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254844.531250 Penalty: 3771.038574
	Iteration 19Q: 3 clusters Score -254844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254849.093750 Penalty: 3771.038574
	Iteration 20F: 3 clusters Score -254849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -254851.609375 Penalty: 3771.038574
	Iteration 21Q: 3 clusters Score -254851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254852.171875 Penalty: 3771.038574
	Iteration 22Q: 3 clusters Score -254852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -254853.156250 Penalty: 3771.038574
	Iteration 23Q: 3 clusters Score -254853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -254853.156250 Penalty: 3771.038574
	Iteration 24F: 3 clusters Score -254853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -435287.281250 Penalty: 2020.312012
	Iteration 0F: 2 clusters Score -435287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -431761.375000 Penalty: 4040.624023
	Iteration 0F: 3 clusters Score -431761.4 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -432678.718750 Penalty: 4040.624023
	Iteration 1F: 3 clusters Score -432678.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -433008.562500 Penalty: 4040.624023
	Iteration 2F: 3 clusters Score -433008.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433226.875000 Penalty: 4040.624023
	Iteration 3F: 3 clusters Score -433226.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -433373.968750 Penalty: 4040.624023
	Iteration 4F: 3 clusters Score -433374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -433464.375000 Penalty: 4040.624023
	Iteration 5Q: 3 clusters Score -433464.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -433516.968750 Penalty: 4040.624023
	Iteration 6Q: 3 clusters Score -433517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -433553.718750 Penalty: 4040.624023
	Iteration 7Q: 3 clusters Score -433553.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -433575.906250 Penalty: 4040.624023
	Iteration 8Q: 3 clusters Score -433575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -433592.843750 Penalty: 4040.624023
	Iteration 9Q: 3 clusters Score -433592.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -433609.062500 Penalty: 4040.624023
	Iteration 10Q: 3 clusters Score -433609.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -433623.968750 Penalty: 4040.624023
	Iteration 11Q: 3 clusters Score -433624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -433637.750000 Penalty: 4040.624023
	Iteration 12Q: 3 clusters Score -433637.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -433647.656250 Penalty: 4040.624023
	Iteration 13Q: 3 clusters Score -433647.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -433654.468750 Penalty: 4040.624023
	Iteration 14Q: 3 clusters Score -433654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -433662.031250 Penalty: 4040.624023
	Iteration 15Q: 3 clusters Score -433662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -433668.812500 Penalty: 4040.624023
	Iteration 16Q: 3 clusters Score -433668.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -433676.375000 Penalty: 4040.624023
	Iteration 17Q: 3 clusters Score -433676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -433680.937500 Penalty: 4040.624023
	Iteration 18Q: 3 clusters Score -433680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -433683.375000 Penalty: 4040.624023
	Iteration 19Q: 3 clusters Score -433683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -433685.468750 Penalty: 4040.624023
	Iteration 20F: 3 clusters Score -433685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -433688.125000 Penalty: 4040.624023
	Iteration 21Q: 3 clusters Score -433688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -433688.687500 Penalty: 4040.624023
	Iteration 22Q: 3 clusters Score -433688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -433688.875000 Penalty: 4040.624023
	Iteration 23Q: 3 clusters Score -433688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -433689.312500 Penalty: 4040.624023
	Iteration 24Q: 3 clusters Score -433689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -433689.718750 Penalty: 4040.624023
	Iteration 25Q: 3 clusters Score -433689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -433689.843750 Penalty: 4040.624023
	Iteration 26Q: 3 clusters Score -433689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -433689.843750 Penalty: 4040.624023
	Iteration 27F: 3 clusters Score -433689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Entering Unmasked Estep 
Score: -9482137.000000 Penalty: 2771.699463
	Iteration 0F: 2 clusters Score -9482137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -9434452.000000 Penalty: 5543.398926
	Iteration 0F: 3 clusters Score -9434452 nChanged 33552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9453195.000000 Penalty: 5543.398926
	Iteration 1F: 3 clusters Score -9453195 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -9454281.000000 Penalty: 5543.398926
	Iteration 2Q: 3 clusters Score -9454281 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -9455986.000000 Penalty: 5543.398926
	Iteration 3F: 3 clusters Score -9455986 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -9458695.000000 Penalty: 5543.398926
	Iteration 4F: 3 clusters Score -9458695 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -9462657.000000 Penalty: 5543.398926
	Iteration 5F: 3 clusters Score -9462657 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -9467226.000000 Penalty: 5543.398926
	Iteration 6F: 3 clusters Score -9467226 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -9471401.000000 Penalty: 5543.398926
	Iteration 7F: 3 clusters Score -9471401 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -9474807.000000 Penalty: 5543.398926
	Iteration 8F: 3 clusters Score -9474807 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -9477053.000000 Penalty: 5543.398926
	Iteration 9Q: 3 clusters Score -9477053 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -9478345.000000 Penalty: 5543.398926
	Iteration 10Q: 3 clusters Score -9478345 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -9479114.000000 Penalty: 5543.398926
	Iteration 11Q: 3 clusters Score -9479114 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -9479479.000000 Penalty: 5543.398926
	Iteration 12Q: 3 clusters Score -9479479 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -9479722.000000 Penalty: 5543.398926
	Iteration 13Q: 3 clusters Score -9479722 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -9479887.000000 Penalty: 5543.398926
	Iteration 14Q: 3 clusters Score -9479887 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -9479996.000000 Penalty: 5543.398926
	Iteration 15Q: 3 clusters Score -9479996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -9480105.000000 Penalty: 5543.398926
	Iteration 16Q: 3 clusters Score -9480105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -9480196.000000 Penalty: 5543.398926
	Iteration 17Q: 3 clusters Score -9480196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -9480233.000000 Penalty: 5543.398926
	Iteration 18Q: 3 clusters Score -9480233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9480272.000000 Penalty: 5543.398926
	Iteration 19Q: 3 clusters Score -9480272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -9480313.000000 Penalty: 5543.398926
	Iteration 20F: 3 clusters Score -9480313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -9480349.000000 Penalty: 5543.398926
	Iteration 21Q: 3 clusters Score -9480349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -9480357.000000 Penalty: 5543.398926
	Iteration 22Q: 3 clusters Score -9480357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -9480352.000000 Penalty: 5543.398926
	Iteration 23Q: 3 clusters Score -9480352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -9480358.000000 Penalty: 5543.398926
	Iteration 24Q: 3 clusters Score -9480358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -9480373.000000 Penalty: 5543.398926
	Iteration 25Q: 3 clusters Score -9480373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -9480369.000000 Penalty: 5543.398926
	Iteration 26Q: 3 clusters Score -9480369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9480372.000000 Penalty: 5543.398926
	Iteration 27Q: 3 clusters Score -9480372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -9480378.000000 Penalty: 5543.398926
	Iteration 28Q: 3 clusters Score -9480378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -9480376.000000 Penalty: 5543.398926
	Iteration 29Q: 3 clusters Score -9480376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -9480373.000000 Penalty: 5543.398926
	Iteration 30Q: 3 clusters Score -9480373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -9480373.000000 Penalty: 5543.398926
	Iteration 31F: 3 clusters Score -9480373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -253310.328125 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -253310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -250638.578125 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -250638.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251275.015625 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -251275 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251566.671875 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -251566.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251802.750000 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -251802.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252030.828125 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -252030.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252332.046875 Penalty: 3797.308594
	Iteration 5F: 3 clusters Score -252332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -252594.500000 Penalty: 3797.308594
	Iteration 6F: 3 clusters Score -252594.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252772.562500 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -252772.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252858.046875 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -252858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -252896.640625 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -252896.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -252907.390625 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -252907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252915.640625 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -252915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252917.875000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -252917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -252918.984375 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -252919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -252918.984375 Penalty: 3797.308594
	Iteration 14F: 3 clusters Score -252919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -812326.187500 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -812326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -806965.250000 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -806965.2 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -808294.250000 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -808294.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -808522.000000 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -808522 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -808681.875000 Penalty: 4345.884277
	Iteration 3Q: 3 clusters Score -808681.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -808817.250000 Penalty: 4345.884277
	Iteration 4Q: 3 clusters Score -808817.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -808929.062500 Penalty: 4345.884277
	Iteration 5Q: 3 clusters Score -808929.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -809026.375000 Penalty: 4345.884277
	Iteration 6Q: 3 clusters Score -809026.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -809142.812500 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -809142.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -809240.312500 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -809240.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -809341.500000 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -809341.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -809451.625000 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -809451.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -809566.125000 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -809566.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -809687.375000 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -809687.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -809800.125000 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -809800.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -809896.187500 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -809896.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -809999.437500 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -809999.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -810095.937500 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -810095.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -810166.375000 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -810166.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -810235.937500 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -810235.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -810300.312500 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -810300.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -810358.125000 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -810358.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -810417.562500 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -810417.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -810461.437500 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -810461.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -810499.000000 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -810499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -810531.937500 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -810531.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -810556.187500 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -810556.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -810577.437500 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -810577.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -810594.750000 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -810594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -810607.687500 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -810607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -810612.812500 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -810612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -810616.937500 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -810616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -810620.875000 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -810620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -810625.125000 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -810625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -810627.875000 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -810627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -810628.937500 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -810628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -810636.062500 Penalty: 4345.884277
	Iteration 35Q: 3 clusters Score -810636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -810638.062500 Penalty: 4345.884277
	Iteration 36Q: 3 clusters Score -810638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -810640.312500 Penalty: 4345.884277
	Iteration 37Q: 3 clusters Score -810640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -810641.062500 Penalty: 4345.884277
	Iteration 38Q: 3 clusters Score -810641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -810643.750000 Penalty: 4345.884277
	Iteration 39Q: 3 clusters Score -810643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -810645.375000 Penalty: 4345.884277
	Iteration 40F: 3 clusters Score -810645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -810648.875000 Penalty: 4345.884277
	Iteration 41Q: 3 clusters Score -810648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -810650.312500 Penalty: 4345.884277
	Iteration 42Q: 3 clusters Score -810650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -810651.562500 Penalty: 4345.884277
	Iteration 43Q: 3 clusters Score -810651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -810653.187500 Penalty: 4345.884277
	Iteration 44Q: 3 clusters Score -810653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -810653.937500 Penalty: 4345.884277
	Iteration 45Q: 3 clusters Score -810653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -810655.687500 Penalty: 4345.884277
	Iteration 46Q: 3 clusters Score -810655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -810661.562500 Penalty: 4345.884277
	Iteration 47Q: 3 clusters Score -810661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -810661.875000 Penalty: 4345.884277
	Iteration 48Q: 3 clusters Score -810661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -810663.312500 Penalty: 4345.884277
	Iteration 49Q: 3 clusters Score -810663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -810664.750000 Penalty: 4345.884277
	Iteration 50Q: 3 clusters Score -810664.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -810665.312500 Penalty: 4345.884277
	Iteration 51Q: 3 clusters Score -810665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -810664.625000 Penalty: 4345.884277
	Iteration 52Q: 3 clusters Score -810664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -810664.625000 Penalty: 4345.884277
	Iteration 53F: 3 clusters Score -810664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -994947.062500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -994947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -988793.687500 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -988793.7 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -990442.500000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -990442.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -990736.812500 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -990736.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -990969.437500 Penalty: 4428.145508
	Iteration 3F: 3 clusters Score -990969.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -991225.687500 Penalty: 4428.145508
	Iteration 4F: 3 clusters Score -991225.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -991524.750000 Penalty: 4428.145508
	Iteration 5F: 3 clusters Score -991524.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -991827.250000 Penalty: 4428.145508
	Iteration 6F: 3 clusters Score -991827.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -992108.875000 Penalty: 4428.145508
	Iteration 7F: 3 clusters Score -992108.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -992348.562500 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -992348.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -992546.375000 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -992546.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -992696.812500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -992696.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -992805.625000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -992805.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -992867.625000 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -992867.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -992916.312500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -992916.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -992946.375000 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -992946.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -992970.937500 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -992970.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -992991.375000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -992991.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -993001.437500 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -993001.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -993010.375000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -993010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -993022.187500 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -993022.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -993026.562500 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -993026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -993031.437500 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -993031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -993033.250000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -993033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -993035.812500 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -993035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -993036.250000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -993036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -993033.937500 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -993033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -993036.437500 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -993036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -993037.125000 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -993037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -993037.062500 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -993037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -993037.062500 Penalty: 4428.145508
	Iteration 29F: 3 clusters Score -993037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 65784 members 
Mstep: Class 6 contains 201561 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 21693 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230492 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 106984 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 137811 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 86160 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20840 members 
Mstep: Class 28 contains 91988 members 
Mstep: Class 29 contains 43926 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71411 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6386 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102160.000000 Penalty: 126379.453125
Iteration 199Q: 37 clusters Score -1.811022e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12621 members 
Mstep: Class 5 contains 65784 members 
Mstep: Class 6 contains 201617 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230492 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 107073 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 137761 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18915 members 
Mstep: Class 23 contains 86105 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20856 members 
Mstep: Class 28 contains 91974 members 
Mstep: Class 29 contains 43897 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71413 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6389 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102352.000000 Penalty: 126379.453125
Iteration 200F: 37 clusters Score -1.811024e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12620 members 
Mstep: Class 5 contains 65780 members 
Mstep: Class 6 contains 201691 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230489 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17245 members 
Mstep: Class 17 contains 107148 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 137676 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18913 members 
Mstep: Class 23 contains 86028 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20880 members 
Mstep: Class 28 contains 91961 members 
Mstep: Class 29 contains 43910 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71419 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6392 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102464.000000 Penalty: 126379.453125
Iteration 201Q: 37 clusters Score -1.811025e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 201725 members 
Mstep: Class 7 contains 20628 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230499 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17250 members 
Mstep: Class 17 contains 107234 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 137587 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 85976 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 20896 members 
Mstep: Class 28 contains 91955 members 
Mstep: Class 29 contains 43914 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71427 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6396 members 
Mstep: Class 37 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102416.000000 Penalty: 126379.453125
Iteration 202Q: 37 clusters Score -1.811024e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12620 members 
Mstep: Class 5 contains 65771 members 
Mstep: Class 6 contains 201767 members 
Mstep: Class 7 contains 20628 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 230500 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17257 members 
Mstep: Class 17 contains 107305 members 
Mstep: Class 18 contains 127040 members 
Mstep: Class 19 contains 137512 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 85942 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20910 members 
Mstep: Class 28 contains 91939 members 
Mstep: Class 29 contains 43903 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6395 members 
Mstep: Class 37 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102272.000000 Penalty: 126379.453125
Iteration 203Q: 37 clusters Score -1.811023e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12621 members 
Mstep: Class 5 contains 65767 members 
Mstep: Class 6 contains 201830 members 
Mstep: Class 7 contains 20626 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 230506 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17261 members 
Mstep: Class 17 contains 107353 members 
Mstep: Class 18 contains 127040 members 
Mstep: Class 19 contains 137425 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18923 members 
Mstep: Class 23 contains 85912 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20928 members 
Mstep: Class 28 contains 91936 members 
Mstep: Class 29 contains 43890 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71436 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6396 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102128.000000 Penalty: 126379.453125
Iteration 204Q: 37 clusters Score -1.811021e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12621 members 
Mstep: Class 5 contains 65761 members 
Mstep: Class 6 contains 201876 members 
Mstep: Class 7 contains 20626 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 230519 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 107403 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 137344 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 18922 members 
Mstep: Class 23 contains 85884 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20941 members 
Mstep: Class 28 contains 91928 members 
Mstep: Class 29 contains 43896 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102048.000000 Penalty: 126379.453125
Iteration 205Q: 37 clusters Score -1.81102e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12620 members 
Mstep: Class 5 contains 65756 members 
Mstep: Class 6 contains 201930 members 
Mstep: Class 7 contains 20626 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 8757 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 230534 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 17266 members 
Mstep: Class 17 contains 107452 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 137261 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18925 members 
Mstep: Class 23 contains 85857 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 20952 members 
Mstep: Class 28 contains 91922 members 
Mstep: Class 29 contains 43895 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102160.000000 Penalty: 126379.453125
Iteration 206Q: 37 clusters Score -1.811022e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 65752 members 
Mstep: Class 6 contains 201985 members 
Mstep: Class 7 contains 20624 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230564 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 17265 members 
Mstep: Class 17 contains 107497 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 137171 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18933 members 
Mstep: Class 23 contains 85817 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20960 members 
Mstep: Class 28 contains 91914 members 
Mstep: Class 29 contains 43897 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71432 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6407 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101760.000000 Penalty: 126379.453125
Iteration 207Q: 37 clusters Score -1.811018e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 65749 members 
Mstep: Class 6 contains 202065 members 
Mstep: Class 7 contains 20621 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230578 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 17265 members 
Mstep: Class 17 contains 107544 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 137070 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18935 members 
Mstep: Class 23 contains 85780 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20967 members 
Mstep: Class 28 contains 91908 members 
Mstep: Class 29 contains 43890 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6411 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101936.000000 Penalty: 126379.453125
Iteration 208Q: 37 clusters Score -1.811019e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 65749 members 
Mstep: Class 6 contains 202191 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10324 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230578 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17262 members 
Mstep: Class 17 contains 107588 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136963 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18939 members 
Mstep: Class 23 contains 85747 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20974 members 
Mstep: Class 28 contains 91904 members 
Mstep: Class 29 contains 43851 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71431 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6414 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101952.000000 Penalty: 126379.453125
Iteration 209Q: 37 clusters Score -1.81102e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 65748 members 
Mstep: Class 6 contains 202308 members 
Mstep: Class 7 contains 20613 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230591 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17262 members 
Mstep: Class 17 contains 107621 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136875 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18936 members 
Mstep: Class 23 contains 85713 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20978 members 
Mstep: Class 28 contains 91900 members 
Mstep: Class 29 contains 43810 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 34 contains 71429 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6419 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101888.000000 Penalty: 126379.453125
Iteration 210Q: 37 clusters Score -1.811019e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12613 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 202399 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230606 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 107650 members 
Mstep: Class 18 contains 127033 members 
Mstep: Class 19 contains 136800 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18936 members 
Mstep: Class 23 contains 85678 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20985 members 
Mstep: Class 28 contains 91884 members 
Mstep: Class 29 contains 43784 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71435 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6422 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101760.000000 Penalty: 126379.453125
Iteration 211Q: 37 clusters Score -1.811018e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 202483 members 
Mstep: Class 7 contains 20610 members 
Mstep: Class 8 contains 21738 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230620 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17266 members 
Mstep: Class 17 contains 107675 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136703 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18939 members 
Mstep: Class 23 contains 85647 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 20995 members 
Mstep: Class 28 contains 91881 members 
Mstep: Class 29 contains 43766 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71437 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6424 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101808.000000 Penalty: 126379.453125
Iteration 212Q: 37 clusters Score -1.811018e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 65735 members 
Mstep: Class 6 contains 202590 members 
Mstep: Class 7 contains 20609 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 230641 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17270 members 
Mstep: Class 17 contains 107690 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136634 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18938 members 
Mstep: Class 23 contains 85613 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21008 members 
Mstep: Class 28 contains 91873 members 
Mstep: Class 29 contains 43707 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6427 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101504.000000 Penalty: 126379.453125
Iteration 213Q: 37 clusters Score -1.811015e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 202677 members 
Mstep: Class 7 contains 20609 members 
Mstep: Class 8 contains 21762 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8735 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 230682 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17272 members 
Mstep: Class 17 contains 107708 members 
Mstep: Class 18 contains 127033 members 
Mstep: Class 19 contains 136535 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18940 members 
Mstep: Class 23 contains 85578 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 21013 members 
Mstep: Class 28 contains 91860 members 
Mstep: Class 29 contains 43686 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71435 members 
Mstep: Class 35 contains 2109 members 
Mstep: Class 36 contains 6433 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101568.000000 Penalty: 126379.453125
Iteration 214Q: 37 clusters Score -1.811016e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 65728 members 
Mstep: Class 6 contains 202759 members 
Mstep: Class 7 contains 20607 members 
Mstep: Class 8 contains 21774 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 15256 members 
Mstep: Class 14 contains 230723 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17272 members 
Mstep: Class 17 contains 107722 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136446 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18942 members 
Mstep: Class 23 contains 85538 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 21016 members 
Mstep: Class 28 contains 91855 members 
Mstep: Class 29 contains 43666 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71432 members 
Mstep: Class 35 contains 2109 members 
Mstep: Class 36 contains 6439 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101312.000000 Penalty: 126379.453125
Iteration 215Q: 37 clusters Score -1.811013e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12611 members 
Mstep: Class 5 contains 65725 members 
Mstep: Class 6 contains 202817 members 
Mstep: Class 7 contains 20606 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230750 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17274 members 
Mstep: Class 17 contains 107748 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 136342 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 18943 members 
Mstep: Class 23 contains 85515 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 21016 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 43673 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71435 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6444 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101232.000000 Penalty: 126379.453125
Iteration 216Q: 37 clusters Score -1.811012e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 65722 members 
Mstep: Class 6 contains 202878 members 
Mstep: Class 7 contains 20601 members 
Mstep: Class 8 contains 21789 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 230772 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 107782 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 136257 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18945 members 
Mstep: Class 23 contains 85481 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21017 members 
Mstep: Class 28 contains 91849 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101184.000000 Penalty: 126379.453125
Iteration 217Q: 37 clusters Score -1.811012e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12609 members 
Mstep: Class 5 contains 65721 members 
Mstep: Class 6 contains 202951 members 
Mstep: Class 7 contains 20600 members 
Mstep: Class 8 contains 21795 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 230802 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17276 members 
Mstep: Class 17 contains 107813 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 136193 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18949 members 
Mstep: Class 23 contains 85447 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21017 members 
Mstep: Class 28 contains 91841 members 
Mstep: Class 29 contains 43638 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101376.000000 Penalty: 126379.453125
Iteration 218Q: 37 clusters Score -1.811014e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 65719 members 
Mstep: Class 6 contains 203003 members 
Mstep: Class 7 contains 20598 members 
Mstep: Class 8 contains 21803 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8724 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230839 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 107858 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 136117 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18950 members 
Mstep: Class 23 contains 85419 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21023 members 
Mstep: Class 28 contains 91834 members 
Mstep: Class 29 contains 43610 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71428 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6452 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101168.000000 Penalty: 126379.453125
Iteration 219Q: 37 clusters Score -1.811012e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 65717 members 
Mstep: Class 6 contains 203039 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21802 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 15256 members 
Mstep: Class 14 contains 230876 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 17279 members 
Mstep: Class 17 contains 107910 members 
Mstep: Class 18 contains 127039 members 
Mstep: Class 19 contains 136019 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18950 members 
Mstep: Class 23 contains 85399 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21025 members 
Mstep: Class 28 contains 91829 members 
Mstep: Class 29 contains 43610 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71427 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6451 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101296.000000 Penalty: 126379.453125
Iteration 220F: 37 clusters Score -1.811013e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 65717 members 
Mstep: Class 6 contains 203076 members 
Mstep: Class 7 contains 20595 members 
Mstep: Class 8 contains 21802 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230899 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 107947 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 135927 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18950 members 
Mstep: Class 23 contains 85382 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21025 members 
Mstep: Class 28 contains 91824 members 
Mstep: Class 29 contains 43629 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71424 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6455 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101312.000000 Penalty: 126379.453125
Iteration 221Q: 37 clusters Score -1.811013e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65715 members 
Mstep: Class 6 contains 203135 members 
Mstep: Class 7 contains 20595 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 4846 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 230918 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17279 members 
Mstep: Class 17 contains 107973 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 135822 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18952 members 
Mstep: Class 23 contains 85367 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21032 members 
Mstep: Class 28 contains 91819 members 
Mstep: Class 29 contains 43643 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71429 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6456 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101264.000000 Penalty: 126379.453125
Iteration 222Q: 37 clusters Score -1.811013e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65712 members 
Mstep: Class 6 contains 203182 members 
Mstep: Class 7 contains 20595 members 
Mstep: Class 8 contains 21802 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230936 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17278 members 
Mstep: Class 17 contains 108003 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 135711 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18955 members 
Mstep: Class 23 contains 85363 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 91808 members 
Mstep: Class 29 contains 43661 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 34 contains 71432 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6456 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101024.000000 Penalty: 126379.453125
Iteration 223Q: 37 clusters Score -1.81101e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65715 members 
Mstep: Class 6 contains 203256 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21803 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8715 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 230950 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17278 members 
Mstep: Class 17 contains 108038 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 135593 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18956 members 
Mstep: Class 23 contains 85360 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21037 members 
Mstep: Class 28 contains 91803 members 
Mstep: Class 29 contains 43657 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71433 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6457 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100944.000000 Penalty: 126379.453125
Iteration 224Q: 37 clusters Score -1.811009e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65720 members 
Mstep: Class 6 contains 203323 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21809 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 230978 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 108084 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 135499 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 85356 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21042 members 
Mstep: Class 28 contains 91791 members 
Mstep: Class 29 contains 43608 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71436 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6460 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100896.000000 Penalty: 126379.453125
Iteration 225Q: 37 clusters Score -1.811009e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65726 members 
Mstep: Class 6 contains 203429 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 231000 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 108116 members 
Mstep: Class 18 contains 127035 members 
Mstep: Class 19 contains 135410 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 85352 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21046 members 
Mstep: Class 28 contains 91785 members 
Mstep: Class 29 contains 43544 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6460 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100976.000000 Penalty: 126379.453125
Iteration 226Q: 37 clusters Score -1.81101e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65726 members 
Mstep: Class 6 contains 203528 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 231021 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 108156 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 135334 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 85351 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21047 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 43459 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71439 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6464 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100960.000000 Penalty: 126379.453125
Iteration 227Q: 37 clusters Score -1.81101e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 65724 members 
Mstep: Class 6 contains 203627 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 15254 members 
Mstep: Class 14 contains 231042 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 108194 members 
Mstep: Class 18 contains 127033 members 
Mstep: Class 19 contains 135249 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 85349 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21049 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 43383 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71440 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6466 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100976.000000 Penalty: 126379.453125
Iteration 228Q: 37 clusters Score -1.81101e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 65724 members 
Mstep: Class 6 contains 203699 members 
Mstep: Class 7 contains 20595 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10334 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 15251 members 
Mstep: Class 14 contains 231068 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 108237 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 135168 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 85348 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21052 members 
Mstep: Class 28 contains 91781 members 
Mstep: Class 29 contains 43316 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71441 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101008.000000 Penalty: 126379.453125
Iteration 229Q: 37 clusters Score -1.81101e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 65723 members 
Mstep: Class 6 contains 203790 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231089 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 108278 members 
Mstep: Class 18 contains 127035 members 
Mstep: Class 19 contains 135071 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 85348 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21054 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 43255 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71444 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100896.000000 Penalty: 126379.453125
Iteration 230Q: 37 clusters Score -1.811009e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 65725 members 
Mstep: Class 6 contains 203871 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231119 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 108314 members 
Mstep: Class 18 contains 127035 members 
Mstep: Class 19 contains 134994 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 85345 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21058 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 43181 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71443 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100880.000000 Penalty: 126379.453125
Iteration 231Q: 37 clusters Score -1.811009e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 65723 members 
Mstep: Class 6 contains 203929 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231145 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 17287 members 
Mstep: Class 17 contains 108363 members 
Mstep: Class 18 contains 127035 members 
Mstep: Class 19 contains 134935 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 85347 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21066 members 
Mstep: Class 28 contains 91777 members 
Mstep: Class 29 contains 43100 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71444 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100848.000000 Penalty: 126379.453125
Iteration 232Q: 37 clusters Score -1.811008e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 65721 members 
Mstep: Class 6 contains 203998 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 21808 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231177 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 108420 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 134858 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 85357 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21072 members 
Mstep: Class 28 contains 91775 members 
Mstep: Class 29 contains 43015 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71448 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100880.000000 Penalty: 126379.453125
Iteration 233Q: 37 clusters Score -1.811009e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12594 members 
Mstep: Class 5 contains 65719 members 
Mstep: Class 6 contains 204087 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 21802 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231202 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 108473 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 134809 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 85351 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21079 members 
Mstep: Class 28 contains 91777 members 
Mstep: Class 29 contains 42905 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71448 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100784.000000 Penalty: 126379.453125
Iteration 234Q: 37 clusters Score -1.811008e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12594 members 
Mstep: Class 5 contains 65721 members 
Mstep: Class 6 contains 204197 members 
Mstep: Class 7 contains 20592 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 231214 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 108516 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134747 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 85341 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21080 members 
Mstep: Class 28 contains 91774 members 
Mstep: Class 29 contains 42793 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 34 contains 71448 members 
Mstep: Class 35 contains 2109 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100720.000000 Penalty: 126379.453125
Iteration 235Q: 37 clusters Score -1.811007e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12594 members 
Mstep: Class 5 contains 65721 members 
Mstep: Class 6 contains 204282 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 21818 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 231222 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 108561 members 
Mstep: Class 18 contains 127036 members 
Mstep: Class 19 contains 134692 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 85334 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 21084 members 
Mstep: Class 28 contains 91776 members 
Mstep: Class 29 contains 42708 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 34 contains 71449 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100768.000000 Penalty: 126379.453125
Iteration 236Q: 37 clusters Score -1.811008e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12594 members 
Mstep: Class 5 contains 65721 members 
Mstep: Class 6 contains 204355 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21822 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231229 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 108602 members 
Mstep: Class 18 contains 127039 members 
Mstep: Class 19 contains 134641 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85335 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21086 members 
Mstep: Class 28 contains 91780 members 
Mstep: Class 29 contains 42618 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 34 contains 71450 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100560.000000 Penalty: 126379.453125
Iteration 237Q: 37 clusters Score -1.811006e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 65724 members 
Mstep: Class 6 contains 204413 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21823 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231252 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 108629 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134586 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85339 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21086 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 42552 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 34 contains 71450 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100608.000000 Penalty: 126379.453125
Iteration 238Q: 37 clusters Score -1.811006e+08 nChanged 372
Entering ConstructFrom: 
Score: -181100608.000000 Penalty: 126379.453125
Entering ConstructFrom: 
Trying to split cluster 1 (33061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Entering Unmasked Estep 
Score: -4328772.000000 Penalty: 2580.715332
	Iteration 0F: 2 clusters Score -4328772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4306296.000000 Penalty: 5161.430664
	Iteration 0F: 3 clusters Score -4306296 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4314726.000000 Penalty: 5161.430664
	Iteration 1F: 3 clusters Score -4314726 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4315569.500000 Penalty: 5161.430664
	Iteration 2F: 3 clusters Score -4315570 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4316732.000000 Penalty: 5161.430664
	Iteration 3F: 3 clusters Score -4316732 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4318316.000000 Penalty: 5161.430664
	Iteration 4F: 3 clusters Score -4318316 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4320198.000000 Penalty: 5161.430664
	Iteration 5F: 3 clusters Score -4320198 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4321968.000000 Penalty: 5161.430664
	Iteration 6F: 3 clusters Score -4321968 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -4323412.500000 Penalty: 5161.430664
	Iteration 7F: 3 clusters Score -4323412 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4324230.500000 Penalty: 5161.430664
	Iteration 8Q: 3 clusters Score -4324230 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4324741.000000 Penalty: 5161.430664
	Iteration 9Q: 3 clusters Score -4324741 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -4325041.500000 Penalty: 5161.430664
	Iteration 10Q: 3 clusters Score -4325042 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4325254.500000 Penalty: 5161.430664
	Iteration 11Q: 3 clusters Score -4325254 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4325444.000000 Penalty: 5161.430664
	Iteration 12Q: 3 clusters Score -4325444 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4325563.000000 Penalty: 5161.430664
	Iteration 13Q: 3 clusters Score -4325563 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4325653.500000 Penalty: 5161.430664
	Iteration 14Q: 3 clusters Score -4325654 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4325731.000000 Penalty: 5161.430664
	Iteration 15Q: 3 clusters Score -4325731 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4325803.500000 Penalty: 5161.430664
	Iteration 16Q: 3 clusters Score -4325804 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4325880.000000 Penalty: 5161.430664
	Iteration 17Q: 3 clusters Score -4325880 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4325927.000000 Penalty: 5161.430664
	Iteration 18Q: 3 clusters Score -4325927 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4325990.000000 Penalty: 5161.430664
	Iteration 19Q: 3 clusters Score -4325990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4326040.500000 Penalty: 5161.430664
	Iteration 20F: 3 clusters Score -4326040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4326084.500000 Penalty: 5161.430664
	Iteration 21Q: 3 clusters Score -4326084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4326110.500000 Penalty: 5161.430664
	Iteration 22Q: 3 clusters Score -4326110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4326134.000000 Penalty: 5161.430664
	Iteration 23Q: 3 clusters Score -4326134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4326186.500000 Penalty: 5161.430664
	Iteration 24Q: 3 clusters Score -4326186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4326226.000000 Penalty: 5161.430664
	Iteration 25Q: 3 clusters Score -4326226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4326252.500000 Penalty: 5161.430664
	Iteration 26Q: 3 clusters Score -4326252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4326280.000000 Penalty: 5161.430664
	Iteration 27Q: 3 clusters Score -4326280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4326304.000000 Penalty: 5161.430664
	Iteration 28Q: 3 clusters Score -4326304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4326329.000000 Penalty: 5161.430664
	Iteration 29Q: 3 clusters Score -4326329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4326362.500000 Penalty: 5161.430664
	Iteration 30Q: 3 clusters Score -4326362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4326386.500000 Penalty: 5161.430664
	Iteration 31Q: 3 clusters Score -4326386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4326390.500000 Penalty: 5161.430664
	Iteration 32Q: 3 clusters Score -4326390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4326403.500000 Penalty: 5161.430664
	Iteration 33Q: 3 clusters Score -4326404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4326422.000000 Penalty: 5161.430664
	Iteration 34Q: 3 clusters Score -4326422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4326442.000000 Penalty: 5161.430664
	Iteration 35Q: 3 clusters Score -4326442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4326442.500000 Penalty: 5161.430664
	Iteration 36Q: 3 clusters Score -4326442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4326437.000000 Penalty: 5161.430664
	Iteration 37Q: 3 clusters Score -4326437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4326446.500000 Penalty: 5161.430664
	Iteration 38Q: 3 clusters Score -4326446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4326442.500000 Penalty: 5161.430664
	Iteration 39Q: 3 clusters Score -4326442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4326445.000000 Penalty: 5161.430664
	Iteration 40F: 3 clusters Score -4326445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4326442.000000 Penalty: 5161.430664
	Iteration 41Q: 3 clusters Score -4326442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4326443.000000 Penalty: 5161.430664
	Iteration 42Q: 3 clusters Score -4326443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4326448.500000 Penalty: 5161.430664
	Iteration 43Q: 3 clusters Score -4326448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4326461.500000 Penalty: 5161.430664
	Iteration 44Q: 3 clusters Score -4326462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4326460.500000 Penalty: 5161.430664
	Iteration 45Q: 3 clusters Score -4326460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4326470.000000 Penalty: 5161.430664
	Iteration 46Q: 3 clusters Score -4326470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4326468.500000 Penalty: 5161.430664
	Iteration 47Q: 3 clusters Score -4326468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4326477.000000 Penalty: 5161.430664
	Iteration 48Q: 3 clusters Score -4326477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4326478.500000 Penalty: 5161.430664
	Iteration 49Q: 3 clusters Score -4326478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4326480.500000 Penalty: 5161.430664
	Iteration 50Q: 3 clusters Score -4326480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4326483.000000 Penalty: 5161.430664
	Iteration 51Q: 3 clusters Score -4326483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4326488.500000 Penalty: 5161.430664
	Iteration 52Q: 3 clusters Score -4326488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4326497.500000 Penalty: 5161.430664
	Iteration 53Q: 3 clusters Score -4326498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4326507.000000 Penalty: 5161.430664
	Iteration 54Q: 3 clusters Score -4326507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4326513.000000 Penalty: 5161.430664
	Iteration 55Q: 3 clusters Score -4326513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4326518.000000 Penalty: 5161.430664
	Iteration 56Q: 3 clusters Score -4326518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4326516.000000 Penalty: 5161.430664
	Iteration 57Q: 3 clusters Score -4326516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4326516.500000 Penalty: 5161.430664
	Iteration 58Q: 3 clusters Score -4326516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4326516.500000 Penalty: 5161.430664
	Iteration 59F: 3 clusters Score -4326516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -374291.312500 Penalty: 2006.191650
	Iteration 0F: 2 clusters Score -374291.3 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 1611 members 
Entering Unmasked Estep 
Score: -370973.718750 Penalty: 4012.383301
	Iteration 0F: 3 clusters Score -370973.7 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371906.750000 Penalty: 4012.383301
	Iteration 1F: 3 clusters Score -371906.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -372245.093750 Penalty: 4012.383301
	Iteration 2F: 3 clusters Score -372245.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -372465.875000 Penalty: 4012.383301
	Iteration 3F: 3 clusters Score -372465.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -372640.375000 Penalty: 4012.383301
	Iteration 4F: 3 clusters Score -372640.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -372792.156250 Penalty: 4012.383301
	Iteration 5Q: 3 clusters Score -372792.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -372924.000000 Penalty: 4012.383301
	Iteration 6Q: 3 clusters Score -372924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -373026.187500 Penalty: 4012.383301
	Iteration 7Q: 3 clusters Score -373026.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -373100.781250 Penalty: 4012.383301
	Iteration 8Q: 3 clusters Score -373100.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -373157.750000 Penalty: 4012.383301
	Iteration 9Q: 3 clusters Score -373157.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -373198.281250 Penalty: 4012.383301
	Iteration 10Q: 3 clusters Score -373198.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -373234.843750 Penalty: 4012.383301
	Iteration 11Q: 3 clusters Score -373234.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -373261.687500 Penalty: 4012.383301
	Iteration 12Q: 3 clusters Score -373261.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -373279.156250 Penalty: 4012.383301
	Iteration 13Q: 3 clusters Score -373279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -373288.312500 Penalty: 4012.383301
	Iteration 14Q: 3 clusters Score -373288.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -373297.000000 Penalty: 4012.383301
	Iteration 15Q: 3 clusters Score -373297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -373299.687500 Penalty: 4012.383301
	Iteration 16Q: 3 clusters Score -373299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -373304.281250 Penalty: 4012.383301
	Iteration 17Q: 3 clusters Score -373304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -373308.718750 Penalty: 4012.383301
	Iteration 18Q: 3 clusters Score -373308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -373315.875000 Penalty: 4012.383301
	Iteration 19Q: 3 clusters Score -373315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -373319.250000 Penalty: 4012.383301
	Iteration 20F: 3 clusters Score -373319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -373320.062500 Penalty: 4012.383301
	Iteration 21Q: 3 clusters Score -373320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -373320.593750 Penalty: 4012.383301
	Iteration 22Q: 3 clusters Score -373320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -373320.593750 Penalty: 4012.383301
	Iteration 23F: 3 clusters Score -373320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 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 309 members 
Entering Unmasked Estep 
Score: -77519.875000 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77519.88 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77708.976562 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77708.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77751.093750 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -77751.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77778.984375 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77778.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77785.851562 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77785.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77791.992188 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77791.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77795.234375 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77795.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77796.906250 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -77796.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77797.765625 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -77797.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77797.765625 Penalty: 3186.735107
	Iteration 9F: 3 clusters Score -77797.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1656303.625000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -1656304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1647109.000000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -1647109 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1650086.875000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -1650087 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1650516.250000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -1650516 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1650873.250000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -1650873 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1651254.625000 Penalty: 4682.684570
	Iteration 4F: 3 clusters Score -1651255 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1651607.000000 Penalty: 4682.684570
	Iteration 5Q: 3 clusters Score -1651607 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1652022.250000 Penalty: 4682.684570
	Iteration 6Q: 3 clusters Score -1652022 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1652497.500000 Penalty: 4682.684570
	Iteration 7F: 3 clusters Score -1652498 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1652961.000000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -1652961 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1653364.125000 Penalty: 4682.684570
	Iteration 9Q: 3 clusters Score -1653364 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1653674.500000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -1653674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1653899.500000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -1653900 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1654075.750000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -1654076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1654174.125000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -1654174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1654249.250000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -1654249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1654329.625000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -1654330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1654390.000000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -1654390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1654426.000000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -1654426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1654460.625000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -1654461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1654488.000000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -1654488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1654502.375000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -1654502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1654515.875000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -1654516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1654522.500000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -1654522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1654524.250000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -1654524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1654531.250000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -1654531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1654532.125000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -1654532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1654542.875000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -1654543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1654546.125000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -1654546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1654545.375000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -1654545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1654545.500000 Penalty: 4682.684570
	Iteration 29Q: 3 clusters Score -1654546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1654547.750000 Penalty: 4682.684570
	Iteration 30Q: 3 clusters Score -1654548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1654551.125000 Penalty: 4682.684570
	Iteration 31Q: 3 clusters Score -1654551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1654550.375000 Penalty: 4682.684570
	Iteration 32Q: 3 clusters Score -1654550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1654551.875000 Penalty: 4682.684570
	Iteration 33Q: 3 clusters Score -1654552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1654552.000000 Penalty: 4682.684570
	Iteration 34Q: 3 clusters Score -1654552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1654552.000000 Penalty: 4682.684570
	Iteration 35F: 3 clusters Score -1654552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Entering Unmasked Estep 
Score: -8691246.000000 Penalty: 2751.114746
	Iteration 0F: 2 clusters Score -8691246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -8647131.000000 Penalty: 5502.229492
	Iteration 0F: 3 clusters Score -8647131 nChanged 30550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8664543.000000 Penalty: 5502.229492
	Iteration 1F: 3 clusters Score -8664543 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -8665561.000000 Penalty: 5502.229492
	Iteration 2Q: 3 clusters Score -8665561 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8666781.000000 Penalty: 5502.229492
	Iteration 3Q: 3 clusters Score -8666781 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -8668144.000000 Penalty: 5502.229492
	Iteration 4Q: 3 clusters Score -8668144 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8669643.000000 Penalty: 5502.229492
	Iteration 5F: 3 clusters Score -8669643 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8671073.000000 Penalty: 5502.229492
	Iteration 6F: 3 clusters Score -8671073 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -8672399.000000 Penalty: 5502.229492
	Iteration 7Q: 3 clusters Score -8672399 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8673525.000000 Penalty: 5502.229492
	Iteration 8Q: 3 clusters Score -8673525 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -8674462.000000 Penalty: 5502.229492
	Iteration 9Q: 3 clusters Score -8674462 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -8675320.000000 Penalty: 5502.229492
	Iteration 10Q: 3 clusters Score -8675320 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8676188.000000 Penalty: 5502.229492
	Iteration 11Q: 3 clusters Score -8676188 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8677095.000000 Penalty: 5502.229492
	Iteration 12Q: 3 clusters Score -8677095 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8678058.000000 Penalty: 5502.229492
	Iteration 13Q: 3 clusters Score -8678058 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -8679133.000000 Penalty: 5502.229492
	Iteration 14Q: 3 clusters Score -8679133 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -8680008.000000 Penalty: 5502.229492
	Iteration 15Q: 3 clusters Score -8680008 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -8680641.000000 Penalty: 5502.229492
	Iteration 16Q: 3 clusters Score -8680641 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -8681055.000000 Penalty: 5502.229492
	Iteration 17Q: 3 clusters Score -8681055 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -8681287.000000 Penalty: 5502.229492
	Iteration 18Q: 3 clusters Score -8681287 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8681432.000000 Penalty: 5502.229492
	Iteration 19Q: 3 clusters Score -8681432 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -8681579.000000 Penalty: 5502.229492
	Iteration 20F: 3 clusters Score -8681579 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8681678.000000 Penalty: 5502.229492
	Iteration 21Q: 3 clusters Score -8681678 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8681766.000000 Penalty: 5502.229492
	Iteration 22Q: 3 clusters Score -8681766 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -8681832.000000 Penalty: 5502.229492
	Iteration 23Q: 3 clusters Score -8681832 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -8681879.000000 Penalty: 5502.229492
	Iteration 24Q: 3 clusters Score -8681879 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8681919.000000 Penalty: 5502.229492
	Iteration 25Q: 3 clusters Score -8681919 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8682041.000000 Penalty: 5502.229492
	Iteration 26Q: 3 clusters Score -8682041 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8682129.000000 Penalty: 5502.229492
	Iteration 27Q: 3 clusters Score -8682129 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8682168.000000 Penalty: 5502.229492
	Iteration 28Q: 3 clusters Score -8682168 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8682218.000000 Penalty: 5502.229492
	Iteration 29Q: 3 clusters Score -8682218 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8682259.000000 Penalty: 5502.229492
	Iteration 30Q: 3 clusters Score -8682259 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -8682427.000000 Penalty: 5502.229492
	Iteration 31Q: 3 clusters Score -8682427 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -8682549.000000 Penalty: 5502.229492
	Iteration 32Q: 3 clusters Score -8682549 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8682639.000000 Penalty: 5502.229492
	Iteration 33Q: 3 clusters Score -8682639 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8682732.000000 Penalty: 5502.229492
	Iteration 34Q: 3 clusters Score -8682732 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -8682887.000000 Penalty: 5502.229492
	Iteration 35Q: 3 clusters Score -8682887 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -8683076.000000 Penalty: 5502.229492
	Iteration 36Q: 3 clusters Score -8683076 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8683294.000000 Penalty: 5502.229492
	Iteration 37Q: 3 clusters Score -8683294 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -8683543.000000 Penalty: 5502.229492
	Iteration 38Q: 3 clusters Score -8683543 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -8683809.000000 Penalty: 5502.229492
	Iteration 39Q: 3 clusters Score -8683809 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8684122.000000 Penalty: 5502.229492
	Iteration 40F: 3 clusters Score -8684122 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8684639.000000 Penalty: 5502.229492
	Iteration 41Q: 3 clusters Score -8684639 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8685108.000000 Penalty: 5502.229492
	Iteration 42Q: 3 clusters Score -8685108 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8685604.000000 Penalty: 5502.229492
	Iteration 43Q: 3 clusters Score -8685604 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8686216.000000 Penalty: 5502.229492
	Iteration 44Q: 3 clusters Score -8686216 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8686862.000000 Penalty: 5502.229492
	Iteration 45Q: 3 clusters Score -8686862 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8687396.000000 Penalty: 5502.229492
	Iteration 46Q: 3 clusters Score -8687396 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -8687808.000000 Penalty: 5502.229492
	Iteration 47Q: 3 clusters Score -8687808 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -8688197.000000 Penalty: 5502.229492
	Iteration 48Q: 3 clusters Score -8688197 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -8688480.000000 Penalty: 5502.229492
	Iteration 49Q: 3 clusters Score -8688480 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8688834.000000 Penalty: 5502.229492
	Iteration 50Q: 3 clusters Score -8688834 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8689086.000000 Penalty: 5502.229492
	Iteration 51Q: 3 clusters Score -8689086 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -8689345.000000 Penalty: 5502.229492
	Iteration 52Q: 3 clusters Score -8689345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -8689506.000000 Penalty: 5502.229492
	Iteration 53Q: 3 clusters Score -8689506 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8689577.000000 Penalty: 5502.229492
	Iteration 54Q: 3 clusters Score -8689577 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -8689644.000000 Penalty: 5502.229492
	Iteration 55Q: 3 clusters Score -8689644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -8689661.000000 Penalty: 5502.229492
	Iteration 56Q: 3 clusters Score -8689661 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8689689.000000 Penalty: 5502.229492
	Iteration 57Q: 3 clusters Score -8689689 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -8689678.000000 Penalty: 5502.229492
	Iteration 58Q: 3 clusters Score -8689678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -8689681.000000 Penalty: 5502.229492
	Iteration 59Q: 3 clusters Score -8689681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -8689756.000000 Penalty: 5502.229492
	Iteration 60F: 3 clusters Score -8689756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8689783.000000 Penalty: 5502.229492
	Iteration 61Q: 3 clusters Score -8689783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8689781.000000 Penalty: 5502.229492
	Iteration 62Q: 3 clusters Score -8689781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8689792.000000 Penalty: 5502.229492
	Iteration 63Q: 3 clusters Score -8689792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8689798.000000 Penalty: 5502.229492
	Iteration 64Q: 3 clusters Score -8689798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8689797.000000 Penalty: 5502.229492
	Iteration 65Q: 3 clusters Score -8689797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8689795.000000 Penalty: 5502.229492
	Iteration 66Q: 3 clusters Score -8689795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8689794.000000 Penalty: 5502.229492
	Iteration 67Q: 3 clusters Score -8689794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -8689787.000000 Penalty: 5502.229492
	Iteration 68Q: 3 clusters Score -8689787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8689787.000000 Penalty: 5502.229492
	Iteration 69Q: 3 clusters Score -8689787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -8689784.000000 Penalty: 5502.229492
	Iteration 70Q: 3 clusters Score -8689784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -8689775.000000 Penalty: 5502.229492
	Iteration 71Q: 3 clusters Score -8689775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -8689780.000000 Penalty: 5502.229492
	Iteration 72Q: 3 clusters Score -8689780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -8689780.000000 Penalty: 5502.229492
	Iteration 73F: 3 clusters Score -8689780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (204469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204469 members 
Entering Unmasked Estep 
Score: -27477512.000000 Penalty: 3032.586426
	Iteration 0F: 2 clusters Score -2.747751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -27363474.000000 Penalty: 6065.172852
	Iteration 0F: 3 clusters Score -2.736347e+07 nChanged 98674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -27420874.000000 Penalty: 6065.172852
	Iteration 1F: 3 clusters Score -2.742087e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -27421812.000000 Penalty: 6065.172852
	Iteration 2Q: 3 clusters Score -2.742181e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -27422886.000000 Penalty: 6065.172852
	Iteration 3Q: 3 clusters Score -2.742289e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -27424420.000000 Penalty: 6065.172852
	Iteration 4Q: 3 clusters Score -2.742442e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -27426776.000000 Penalty: 6065.172852
	Iteration 5Q: 3 clusters Score -2.742678e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -27430448.000000 Penalty: 6065.172852
	Iteration 6Q: 3 clusters Score -2.743045e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -27435732.000000 Penalty: 6065.172852
	Iteration 7F: 3 clusters Score -2.743573e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -27443514.000000 Penalty: 6065.172852
	Iteration 8F: 3 clusters Score -2.744351e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -27452866.000000 Penalty: 6065.172852
	Iteration 9F: 3 clusters Score -2.745287e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -27460780.000000 Penalty: 6065.172852
	Iteration 10F: 3 clusters Score -2.746078e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 184042 members 
Entering Unmasked Estep 
Score: -27465258.000000 Penalty: 6065.172852
	Iteration 11Q: 3 clusters Score -2.746526e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 188902 members 
Entering Unmasked Estep 
Score: -27467868.000000 Penalty: 6065.172852
	Iteration 12Q: 3 clusters Score -2.746787e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 191970 members 
Entering Unmasked Estep 
Score: -27469296.000000 Penalty: 6065.172852
	Iteration 13Q: 3 clusters Score -2.74693e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 194145 members 
Entering Unmasked Estep 
Score: -27470176.000000 Penalty: 6065.172852
	Iteration 14Q: 3 clusters Score -2.747018e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -27470838.000000 Penalty: 6065.172852
	Iteration 15Q: 3 clusters Score -2.747084e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 197224 members 
Entering Unmasked Estep 
Score: -27471374.000000 Penalty: 6065.172852
	Iteration 16Q: 3 clusters Score -2.747137e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 198391 members 
Entering Unmasked Estep 
Score: -27471950.000000 Penalty: 6065.172852
	Iteration 17Q: 3 clusters Score -2.747195e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 199360 members 
Entering Unmasked Estep 
Score: -27472376.000000 Penalty: 6065.172852
	Iteration 18Q: 3 clusters Score -2.747238e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 200162 members 
Entering Unmasked Estep 
Score: -27472746.000000 Penalty: 6065.172852
	Iteration 19Q: 3 clusters Score -2.747275e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 200832 members 
Entering Unmasked Estep 
Score: -27473174.000000 Penalty: 6065.172852
	Iteration 20F: 3 clusters Score -2.747317e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 201342 members 
Entering Unmasked Estep 
Score: -27473442.000000 Penalty: 6065.172852
	Iteration 21Q: 3 clusters Score -2.747344e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -27473722.000000 Penalty: 6065.172852
	Iteration 22Q: 3 clusters Score -2.747372e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 202069 members 
Entering Unmasked Estep 
Score: -27473890.000000 Penalty: 6065.172852
	Iteration 23Q: 3 clusters Score -2.747389e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 202333 members 
Entering Unmasked Estep 
Score: -27474042.000000 Penalty: 6065.172852
	Iteration 24Q: 3 clusters Score -2.747404e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 202537 members 
Entering Unmasked Estep 
Score: -27474172.000000 Penalty: 6065.172852
	Iteration 25Q: 3 clusters Score -2.747417e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 202702 members 
Entering Unmasked Estep 
Score: -27474310.000000 Penalty: 6065.172852
	Iteration 26Q: 3 clusters Score -2.747431e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 202824 members 
Entering Unmasked Estep 
Score: -27474386.000000 Penalty: 6065.172852
	Iteration 27Q: 3 clusters Score -2.747439e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 202922 members 
Entering Unmasked Estep 
Score: -27474462.000000 Penalty: 6065.172852
	Iteration 28Q: 3 clusters Score -2.747446e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 202992 members 
Entering Unmasked Estep 
Score: -27474478.000000 Penalty: 6065.172852
	Iteration 29Q: 3 clusters Score -2.747448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 203048 members 
Entering Unmasked Estep 
Score: -27474536.000000 Penalty: 6065.172852
	Iteration 30Q: 3 clusters Score -2.747454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 203095 members 
Entering Unmasked Estep 
Score: -27474558.000000 Penalty: 6065.172852
	Iteration 31Q: 3 clusters Score -2.747456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 203130 members 
Entering Unmasked Estep 
Score: -27474570.000000 Penalty: 6065.172852
	Iteration 32Q: 3 clusters Score -2.747457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 203164 members 
Entering Unmasked Estep 
Score: -27474588.000000 Penalty: 6065.172852
	Iteration 33Q: 3 clusters Score -2.747459e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 203193 members 
Entering Unmasked Estep 
Score: -27474608.000000 Penalty: 6065.172852
	Iteration 34Q: 3 clusters Score -2.747461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 203211 members 
Entering Unmasked Estep 
Score: -27474622.000000 Penalty: 6065.172852
	Iteration 35Q: 3 clusters Score -2.747462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 203232 members 
Entering Unmasked Estep 
Score: -27474628.000000 Penalty: 6065.172852
	Iteration 36Q: 3 clusters Score -2.747463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 203253 members 
Entering Unmasked Estep 
Score: -27474666.000000 Penalty: 6065.172852
	Iteration 37Q: 3 clusters Score -2.747467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 203278 members 
Entering Unmasked Estep 
Score: -27474684.000000 Penalty: 6065.172852
	Iteration 38Q: 3 clusters Score -2.747468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 203295 members 
Entering Unmasked Estep 
Score: -27474698.000000 Penalty: 6065.172852
	Iteration 39Q: 3 clusters Score -2.74747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 203307 members 
Entering Unmasked Estep 
Score: -27474708.000000 Penalty: 6065.172852
	Iteration 40F: 3 clusters Score -2.747471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 203318 members 
Entering Unmasked Estep 
Score: -27474690.000000 Penalty: 6065.172852
	Iteration 41Q: 3 clusters Score -2.747469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 203337 members 
Entering Unmasked Estep 
Score: -27474704.000000 Penalty: 6065.172852
	Iteration 42Q: 3 clusters Score -2.74747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 203343 members 
Entering Unmasked Estep 
Score: -27474718.000000 Penalty: 6065.172852
	Iteration 43Q: 3 clusters Score -2.747472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 203350 members 
Entering Unmasked Estep 
Score: -27474726.000000 Penalty: 6065.172852
	Iteration 44Q: 3 clusters Score -2.747473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 203357 members 
Entering Unmasked Estep 
Score: -27474734.000000 Penalty: 6065.172852
	Iteration 45Q: 3 clusters Score -2.747473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 203363 members 
Entering Unmasked Estep 
Score: -27474730.000000 Penalty: 6065.172852
	Iteration 46Q: 3 clusters Score -2.747473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 203368 members 
Entering Unmasked Estep 
Score: -27474714.000000 Penalty: 6065.172852
	Iteration 47Q: 3 clusters Score -2.747471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 203375 members 
Entering Unmasked Estep 
Score: -27474716.000000 Penalty: 6065.172852
	Iteration 48Q: 3 clusters Score -2.747472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 203381 members 
Entering Unmasked Estep 
Score: -27474732.000000 Penalty: 6065.172852
	Iteration 49Q: 3 clusters Score -2.747473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 203385 members 
Entering Unmasked Estep 
Score: -27474730.000000 Penalty: 6065.172852
	Iteration 50Q: 3 clusters Score -2.747473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 203390 members 
Entering Unmasked Estep 
Score: -27474738.000000 Penalty: 6065.172852
	Iteration 51Q: 3 clusters Score -2.747474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 203396 members 
Entering Unmasked Estep 
Score: -27474752.000000 Penalty: 6065.172852
	Iteration 52Q: 3 clusters Score -2.747475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 203394 members 
Entering Unmasked Estep 
Score: -27474736.000000 Penalty: 6065.172852
	Iteration 53Q: 3 clusters Score -2.747474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 203400 members 
Entering Unmasked Estep 
Score: -27474762.000000 Penalty: 6065.172852
	Iteration 54Q: 3 clusters Score -2.747476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 203404 members 
Entering Unmasked Estep 
Score: -27474752.000000 Penalty: 6065.172852
	Iteration 55Q: 3 clusters Score -2.747475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 203407 members 
Entering Unmasked Estep 
Score: -27474758.000000 Penalty: 6065.172852
	Iteration 56Q: 3 clusters Score -2.747476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 203412 members 
Entering Unmasked Estep 
Score: -27474750.000000 Penalty: 6065.172852
	Iteration 57Q: 3 clusters Score -2.747475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -27474766.000000 Penalty: 6065.172852
	Iteration 58Q: 3 clusters Score -2.747477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 203424 members 
Entering Unmasked Estep 
Score: -27474758.000000 Penalty: 6065.172852
	Iteration 59Q: 3 clusters Score -2.747476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 203426 members 
Entering Unmasked Estep 
Score: -27474790.000000 Penalty: 6065.172852
	Iteration 60F: 3 clusters Score -2.747479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 203428 members 
Entering Unmasked Estep 
Score: -27474786.000000 Penalty: 6065.172852
	Iteration 61Q: 3 clusters Score -2.747479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 203429 members 
Entering Unmasked Estep 
Score: -27474764.000000 Penalty: 6065.172852
	Iteration 62Q: 3 clusters Score -2.747476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 203433 members 
Entering Unmasked Estep 
Score: -27474790.000000 Penalty: 6065.172852
	Iteration 63Q: 3 clusters Score -2.747479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 203436 members 
Entering Unmasked Estep 
Score: -27474798.000000 Penalty: 6065.172852
	Iteration 64Q: 3 clusters Score -2.74748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 203436 members 
Entering Unmasked Estep 
Score: -27474802.000000 Penalty: 6065.172852
	Iteration 65Q: 3 clusters Score -2.74748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 203438 members 
Entering Unmasked Estep 
Score: -27474794.000000 Penalty: 6065.172852
	Iteration 66Q: 3 clusters Score -2.747479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 203439 members 
Entering Unmasked Estep 
Score: -27474798.000000 Penalty: 6065.172852
	Iteration 67Q: 3 clusters Score -2.74748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 203439 members 
Entering Unmasked Estep 
Score: -27474798.000000 Penalty: 6065.172852
	Iteration 68F: 3 clusters Score -2.74748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Entering Unmasked Estep 
Score: -2535685.500000 Penalty: 2463.226807
	Iteration 0F: 2 clusters Score -2535686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2521216.500000 Penalty: 4926.453613
	Iteration 0F: 3 clusters Score -2521216 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2526485.500000 Penalty: 4926.453613
	Iteration 1F: 3 clusters Score -2526486 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2527122.000000 Penalty: 4926.453613
	Iteration 2F: 3 clusters Score -2527122 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2527694.250000 Penalty: 4926.453613
	Iteration 3F: 3 clusters Score -2527694 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2528121.750000 Penalty: 4926.453613
	Iteration 4Q: 3 clusters Score -2528122 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2528516.250000 Penalty: 4926.453613
	Iteration 5Q: 3 clusters Score -2528516 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2528875.750000 Penalty: 4926.453613
	Iteration 6Q: 3 clusters Score -2528876 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2529212.750000 Penalty: 4926.453613
	Iteration 7Q: 3 clusters Score -2529213 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2529547.250000 Penalty: 4926.453613
	Iteration 8Q: 3 clusters Score -2529547 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2529910.750000 Penalty: 4926.453613
	Iteration 9Q: 3 clusters Score -2529911 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2530295.000000 Penalty: 4926.453613
	Iteration 10Q: 3 clusters Score -2530295 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2530680.000000 Penalty: 4926.453613
	Iteration 11Q: 3 clusters Score -2530680 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2531015.250000 Penalty: 4926.453613
	Iteration 12Q: 3 clusters Score -2531015 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2531266.000000 Penalty: 4926.453613
	Iteration 13Q: 3 clusters Score -2531266 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2531459.000000 Penalty: 4926.453613
	Iteration 14Q: 3 clusters Score -2531459 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2531592.750000 Penalty: 4926.453613
	Iteration 15Q: 3 clusters Score -2531593 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2531698.750000 Penalty: 4926.453613
	Iteration 16Q: 3 clusters Score -2531699 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2531789.250000 Penalty: 4926.453613
	Iteration 17Q: 3 clusters Score -2531789 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2531847.000000 Penalty: 4926.453613
	Iteration 18Q: 3 clusters Score -2531847 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2531901.000000 Penalty: 4926.453613
	Iteration 19Q: 3 clusters Score -2531901 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2531960.500000 Penalty: 4926.453613
	Iteration 20F: 3 clusters Score -2531960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2532004.750000 Penalty: 4926.453613
	Iteration 21Q: 3 clusters Score -2532005 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2532040.000000 Penalty: 4926.453613
	Iteration 22Q: 3 clusters Score -2532040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2532089.000000 Penalty: 4926.453613
	Iteration 23Q: 3 clusters Score -2532089 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2532127.000000 Penalty: 4926.453613
	Iteration 24Q: 3 clusters Score -2532127 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2532170.000000 Penalty: 4926.453613
	Iteration 25Q: 3 clusters Score -2532170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2532195.500000 Penalty: 4926.453613
	Iteration 26Q: 3 clusters Score -2532196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2532228.500000 Penalty: 4926.453613
	Iteration 27Q: 3 clusters Score -2532228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2532252.000000 Penalty: 4926.453613
	Iteration 28Q: 3 clusters Score -2532252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2532281.250000 Penalty: 4926.453613
	Iteration 29Q: 3 clusters Score -2532281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2532308.750000 Penalty: 4926.453613
	Iteration 30Q: 3 clusters Score -2532309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2532343.750000 Penalty: 4926.453613
	Iteration 31Q: 3 clusters Score -2532344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2532382.500000 Penalty: 4926.453613
	Iteration 32Q: 3 clusters Score -2532382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2532437.750000 Penalty: 4926.453613
	Iteration 33Q: 3 clusters Score -2532438 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2532474.500000 Penalty: 4926.453613
	Iteration 34Q: 3 clusters Score -2532474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2532521.500000 Penalty: 4926.453613
	Iteration 35Q: 3 clusters Score -2532522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2532569.250000 Penalty: 4926.453613
	Iteration 36Q: 3 clusters Score -2532569 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2532629.000000 Penalty: 4926.453613
	Iteration 37Q: 3 clusters Score -2532629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2532691.750000 Penalty: 4926.453613
	Iteration 38Q: 3 clusters Score -2532692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2532764.500000 Penalty: 4926.453613
	Iteration 39Q: 3 clusters Score -2532764 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2532836.750000 Penalty: 4926.453613
	Iteration 40F: 3 clusters Score -2532837 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2532926.500000 Penalty: 4926.453613
	Iteration 41Q: 3 clusters Score -2532926 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2533033.000000 Penalty: 4926.453613
	Iteration 42Q: 3 clusters Score -2533033 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2533163.000000 Penalty: 4926.453613
	Iteration 43Q: 3 clusters Score -2533163 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2533290.000000 Penalty: 4926.453613
	Iteration 44Q: 3 clusters Score -2533290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2533414.250000 Penalty: 4926.453613
	Iteration 45Q: 3 clusters Score -2533414 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2533549.750000 Penalty: 4926.453613
	Iteration 46Q: 3 clusters Score -2533550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2533676.250000 Penalty: 4926.453613
	Iteration 47Q: 3 clusters Score -2533676 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2533769.000000 Penalty: 4926.453613
	Iteration 48Q: 3 clusters Score -2533769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2533833.250000 Penalty: 4926.453613
	Iteration 49Q: 3 clusters Score -2533833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2533875.000000 Penalty: 4926.453613
	Iteration 50Q: 3 clusters Score -2533875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2533909.750000 Penalty: 4926.453613
	Iteration 51Q: 3 clusters Score -2533910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2533936.750000 Penalty: 4926.453613
	Iteration 52Q: 3 clusters Score -2533937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2533964.000000 Penalty: 4926.453613
	Iteration 53Q: 3 clusters Score -2533964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2533977.500000 Penalty: 4926.453613
	Iteration 54Q: 3 clusters Score -2533978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2533990.500000 Penalty: 4926.453613
	Iteration 55Q: 3 clusters Score -2533990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2534000.500000 Penalty: 4926.453613
	Iteration 56Q: 3 clusters Score -2534000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2534016.500000 Penalty: 4926.453613
	Iteration 57Q: 3 clusters Score -2534016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2534019.750000 Penalty: 4926.453613
	Iteration 58Q: 3 clusters Score -2534020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2534029.750000 Penalty: 4926.453613
	Iteration 59Q: 3 clusters Score -2534030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2534032.000000 Penalty: 4926.453613
	Iteration 60F: 3 clusters Score -2534032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2534033.250000 Penalty: 4926.453613
	Iteration 61Q: 3 clusters Score -2534033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2534040.250000 Penalty: 4926.453613
	Iteration 62Q: 3 clusters Score -2534040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2534044.000000 Penalty: 4926.453613
	Iteration 63Q: 3 clusters Score -2534044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2534044.250000 Penalty: 4926.453613
	Iteration 64Q: 3 clusters Score -2534044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2534047.750000 Penalty: 4926.453613
	Iteration 65Q: 3 clusters Score -2534048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2534048.250000 Penalty: 4926.453613
	Iteration 66Q: 3 clusters Score -2534048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2534051.000000 Penalty: 4926.453613
	Iteration 67Q: 3 clusters Score -2534051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2534054.000000 Penalty: 4926.453613
	Iteration 68Q: 3 clusters Score -2534054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2534052.750000 Penalty: 4926.453613
	Iteration 69Q: 3 clusters Score -2534053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2534058.750000 Penalty: 4926.453613
	Iteration 70Q: 3 clusters Score -2534059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2534059.250000 Penalty: 4926.453613
	Iteration 71Q: 3 clusters Score -2534059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2534059.500000 Penalty: 4926.453613
	Iteration 72Q: 3 clusters Score -2534060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2534058.500000 Penalty: 4926.453613
	Iteration 73Q: 3 clusters Score -2534058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2534066.000000 Penalty: 4926.453613
	Iteration 74Q: 3 clusters Score -2534066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2534065.750000 Penalty: 4926.453613
	Iteration 75Q: 3 clusters Score -2534066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2534069.500000 Penalty: 4926.453613
	Iteration 76Q: 3 clusters Score -2534070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2534069.500000 Penalty: 4926.453613
	Iteration 77F: 3 clusters Score -2534070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Entering Unmasked Estep 
Score: -2845395.000000 Penalty: 2477.721191
	Iteration 0F: 2 clusters Score -2845395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2830159.750000 Penalty: 4955.442383
	Iteration 0F: 3 clusters Score -2830160 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2835552.500000 Penalty: 4955.442383
	Iteration 1F: 3 clusters Score -2835552 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2836346.500000 Penalty: 4955.442383
	Iteration 2F: 3 clusters Score -2836346 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2837365.250000 Penalty: 4955.442383
	Iteration 3F: 3 clusters Score -2837365 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2838523.000000 Penalty: 4955.442383
	Iteration 4F: 3 clusters Score -2838523 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2839651.750000 Penalty: 4955.442383
	Iteration 5F: 3 clusters Score -2839652 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2840721.750000 Penalty: 4955.442383
	Iteration 6F: 3 clusters Score -2840722 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2841559.750000 Penalty: 4955.442383
	Iteration 7F: 3 clusters Score -2841560 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2842175.250000 Penalty: 4955.442383
	Iteration 8Q: 3 clusters Score -2842175 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2842625.250000 Penalty: 4955.442383
	Iteration 9Q: 3 clusters Score -2842625 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2842940.250000 Penalty: 4955.442383
	Iteration 10Q: 3 clusters Score -2842940 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2843158.250000 Penalty: 4955.442383
	Iteration 11Q: 3 clusters Score -2843158 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2843313.000000 Penalty: 4955.442383
	Iteration 12Q: 3 clusters Score -2843313 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2843370.500000 Penalty: 4955.442383
	Iteration 13Q: 3 clusters Score -2843370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2843430.000000 Penalty: 4955.442383
	Iteration 14Q: 3 clusters Score -2843430 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2843467.500000 Penalty: 4955.442383
	Iteration 15Q: 3 clusters Score -2843468 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2843497.750000 Penalty: 4955.442383
	Iteration 16Q: 3 clusters Score -2843498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2843525.750000 Penalty: 4955.442383
	Iteration 17Q: 3 clusters Score -2843526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2843546.250000 Penalty: 4955.442383
	Iteration 18Q: 3 clusters Score -2843546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2843545.500000 Penalty: 4955.442383
	Iteration 19Q: 3 clusters Score -2843546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2843567.000000 Penalty: 4955.442383
	Iteration 20F: 3 clusters Score -2843567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2843568.750000 Penalty: 4955.442383
	Iteration 21Q: 3 clusters Score -2843569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2843567.500000 Penalty: 4955.442383
	Iteration 22Q: 3 clusters Score -2843568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2843572.750000 Penalty: 4955.442383
	Iteration 23Q: 3 clusters Score -2843573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2843584.250000 Penalty: 4955.442383
	Iteration 24Q: 3 clusters Score -2843584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2843594.750000 Penalty: 4955.442383
	Iteration 25Q: 3 clusters Score -2843595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2843593.000000 Penalty: 4955.442383
	Iteration 26Q: 3 clusters Score -2843593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2843592.250000 Penalty: 4955.442383
	Iteration 27Q: 3 clusters Score -2843592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2843600.000000 Penalty: 4955.442383
	Iteration 28Q: 3 clusters Score -2843600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2843605.250000 Penalty: 4955.442383
	Iteration 29Q: 3 clusters Score -2843605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2843609.750000 Penalty: 4955.442383
	Iteration 30Q: 3 clusters Score -2843610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2843613.000000 Penalty: 4955.442383
	Iteration 31Q: 3 clusters Score -2843613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2843621.500000 Penalty: 4955.442383
	Iteration 32Q: 3 clusters Score -2843622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2843623.750000 Penalty: 4955.442383
	Iteration 33Q: 3 clusters Score -2843624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2843628.250000 Penalty: 4955.442383
	Iteration 34Q: 3 clusters Score -2843628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2843628.000000 Penalty: 4955.442383
	Iteration 35Q: 3 clusters Score -2843628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2843627.750000 Penalty: 4955.442383
	Iteration 36Q: 3 clusters Score -2843628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2843627.750000 Penalty: 4955.442383
	Iteration 37Q: 3 clusters Score -2843628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2843632.000000 Penalty: 4955.442383
	Iteration 38Q: 3 clusters Score -2843632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2843629.250000 Penalty: 4955.442383
	Iteration 39Q: 3 clusters Score -2843629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2843627.250000 Penalty: 4955.442383
	Iteration 40F: 3 clusters Score -2843627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2843625.000000 Penalty: 4955.442383
	Iteration 41Q: 3 clusters Score -2843625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2843627.000000 Penalty: 4955.442383
	Iteration 42Q: 3 clusters Score -2843627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2843628.500000 Penalty: 4955.442383
	Iteration 43Q: 3 clusters Score -2843628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2843628.750000 Penalty: 4955.442383
	Iteration 44Q: 3 clusters Score -2843629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2843627.500000 Penalty: 4955.442383
	Iteration 45Q: 3 clusters Score -2843628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2843630.500000 Penalty: 4955.442383
	Iteration 46Q: 3 clusters Score -2843630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2843629.250000 Penalty: 4955.442383
	Iteration 47Q: 3 clusters Score -2843629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2843627.500000 Penalty: 4955.442383
	Iteration 48Q: 3 clusters Score -2843628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2843630.000000 Penalty: 4955.442383
	Iteration 49Q: 3 clusters Score -2843630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2843632.250000 Penalty: 4955.442383
	Iteration 50Q: 3 clusters Score -2843632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2843630.500000 Penalty: 4955.442383
	Iteration 51Q: 3 clusters Score -2843630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2843630.500000 Penalty: 4955.442383
	Iteration 52F: 3 clusters Score -2843630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 418 members 
Entering Unmasked Estep 
Score: -108466.375000 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108466.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108718.148438 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108718.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108800.203125 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108800.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108840.343750 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108840.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108865.085938 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108883.679688 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108890.953125 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108892.398438 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108894.296875 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108895.851562 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108896.179688 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108896.179688 Penalty: 3345.053223
	Iteration 11F: 3 clusters Score -108896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -1370767.000000 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -1370767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1362994.875000 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -1362995 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1365161.625000 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -1365162 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1365412.250000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -1365412 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1365555.625000 Penalty: 4584.672852
	Iteration 3Q: 3 clusters Score -1365556 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1365664.000000 Penalty: 4584.672852
	Iteration 4Q: 3 clusters Score -1365664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1365772.500000 Penalty: 4584.672852
	Iteration 5Q: 3 clusters Score -1365772 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1365885.750000 Penalty: 4584.672852
	Iteration 6Q: 3 clusters Score -1365886 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1366002.750000 Penalty: 4584.672852
	Iteration 7Q: 3 clusters Score -1366003 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1366142.125000 Penalty: 4584.672852
	Iteration 8Q: 3 clusters Score -1366142 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1366318.750000 Penalty: 4584.672852
	Iteration 9Q: 3 clusters Score -1366319 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1366558.875000 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -1366559 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1366842.250000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -1366842 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1367152.625000 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -1367153 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1367462.625000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -1367463 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1367765.000000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -1367765 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1368018.250000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -1368018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1368219.375000 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -1368219 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1368367.500000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -1368368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1368467.875000 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -1368468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1368550.125000 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -1368550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1368606.125000 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -1368606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1368641.125000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -1368641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1368673.125000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -1368673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1368695.125000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -1368695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1368716.125000 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -1368716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1368737.375000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -1368737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1368757.000000 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -1368757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1368774.250000 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -1368774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1368784.750000 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -1368785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1368792.500000 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -1368792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1368799.375000 Penalty: 4584.672852
	Iteration 30Q: 3 clusters Score -1368799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1368805.375000 Penalty: 4584.672852
	Iteration 31Q: 3 clusters Score -1368805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1368806.375000 Penalty: 4584.672852
	Iteration 32Q: 3 clusters Score -1368806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1368811.625000 Penalty: 4584.672852
	Iteration 33Q: 3 clusters Score -1368812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1368814.875000 Penalty: 4584.672852
	Iteration 34Q: 3 clusters Score -1368815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1368823.750000 Penalty: 4584.672852
	Iteration 35Q: 3 clusters Score -1368824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1368827.375000 Penalty: 4584.672852
	Iteration 36Q: 3 clusters Score -1368827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1368826.875000 Penalty: 4584.672852
	Iteration 37Q: 3 clusters Score -1368827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1368831.125000 Penalty: 4584.672852
	Iteration 38Q: 3 clusters Score -1368831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1368829.875000 Penalty: 4584.672852
	Iteration 39Q: 3 clusters Score -1368830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1368831.250000 Penalty: 4584.672852
	Iteration 40F: 3 clusters Score -1368831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1368828.875000 Penalty: 4584.672852
	Iteration 41Q: 3 clusters Score -1368829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1368831.625000 Penalty: 4584.672852
	Iteration 42Q: 3 clusters Score -1368832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1368833.500000 Penalty: 4584.672852
	Iteration 43Q: 3 clusters Score -1368834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1368834.750000 Penalty: 4584.672852
	Iteration 44Q: 3 clusters Score -1368835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1368839.750000 Penalty: 4584.672852
	Iteration 45Q: 3 clusters Score -1368840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1368840.500000 Penalty: 4584.672852
	Iteration 46Q: 3 clusters Score -1368840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1368841.500000 Penalty: 4584.672852
	Iteration 47Q: 3 clusters Score -1368842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1368841.500000 Penalty: 4584.672852
	Iteration 48F: 3 clusters Score -1368842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Entering Unmasked Estep 
Score: -1038578.000000 Penalty: 2249.627441
	Iteration 0F: 2 clusters Score -1038578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1031810.000000 Penalty: 4499.254883
	Iteration 0F: 3 clusters Score -1031810 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1033770.875000 Penalty: 4499.254883
	Iteration 1F: 3 clusters Score -1033771 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1034123.750000 Penalty: 4499.254883
	Iteration 2F: 3 clusters Score -1034124 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1034503.250000 Penalty: 4499.254883
	Iteration 3F: 3 clusters Score -1034503 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1034919.875000 Penalty: 4499.254883
	Iteration 4F: 3 clusters Score -1034920 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1035372.250000 Penalty: 4499.254883
	Iteration 5F: 3 clusters Score -1035372 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1035793.500000 Penalty: 4499.254883
	Iteration 6F: 3 clusters Score -1035794 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1036106.250000 Penalty: 4499.254883
	Iteration 7F: 3 clusters Score -1036106 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1036344.750000 Penalty: 4499.254883
	Iteration 8Q: 3 clusters Score -1036345 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1036515.125000 Penalty: 4499.254883
	Iteration 9Q: 3 clusters Score -1036515 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1036642.625000 Penalty: 4499.254883
	Iteration 10Q: 3 clusters Score -1036643 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1036723.875000 Penalty: 4499.254883
	Iteration 11Q: 3 clusters Score -1036724 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1036786.062500 Penalty: 4499.254883
	Iteration 12Q: 3 clusters Score -1036786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1036840.000000 Penalty: 4499.254883
	Iteration 13Q: 3 clusters Score -1036840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1036883.812500 Penalty: 4499.254883
	Iteration 14Q: 3 clusters Score -1036884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1036922.875000 Penalty: 4499.254883
	Iteration 15Q: 3 clusters Score -1036923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1036946.750000 Penalty: 4499.254883
	Iteration 16Q: 3 clusters Score -1036947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1036968.375000 Penalty: 4499.254883
	Iteration 17Q: 3 clusters Score -1036968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1036984.375000 Penalty: 4499.254883
	Iteration 18Q: 3 clusters Score -1036984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1037002.937500 Penalty: 4499.254883
	Iteration 19Q: 3 clusters Score -1037003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1037016.250000 Penalty: 4499.254883
	Iteration 20F: 3 clusters Score -1037016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1037026.875000 Penalty: 4499.254883
	Iteration 21Q: 3 clusters Score -1037027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1037036.812500 Penalty: 4499.254883
	Iteration 22Q: 3 clusters Score -1037037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1037043.187500 Penalty: 4499.254883
	Iteration 23Q: 3 clusters Score -1037043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1037053.000000 Penalty: 4499.254883
	Iteration 24Q: 3 clusters Score -1037053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1037059.062500 Penalty: 4499.254883
	Iteration 25Q: 3 clusters Score -1037059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1037063.687500 Penalty: 4499.254883
	Iteration 26Q: 3 clusters Score -1037064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1037073.062500 Penalty: 4499.254883
	Iteration 27Q: 3 clusters Score -1037073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1037075.250000 Penalty: 4499.254883
	Iteration 28Q: 3 clusters Score -1037075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1037082.562500 Penalty: 4499.254883
	Iteration 29Q: 3 clusters Score -1037083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1037085.250000 Penalty: 4499.254883
	Iteration 30Q: 3 clusters Score -1037085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1037088.937500 Penalty: 4499.254883
	Iteration 31Q: 3 clusters Score -1037089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1037094.562500 Penalty: 4499.254883
	Iteration 32Q: 3 clusters Score -1037095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1037101.250000 Penalty: 4499.254883
	Iteration 33Q: 3 clusters Score -1037101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1037104.875000 Penalty: 4499.254883
	Iteration 34Q: 3 clusters Score -1037105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1037115.625000 Penalty: 4499.254883
	Iteration 35Q: 3 clusters Score -1037116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1037128.437500 Penalty: 4499.254883
	Iteration 36Q: 3 clusters Score -1037128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1037138.562500 Penalty: 4499.254883
	Iteration 37Q: 3 clusters Score -1037139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1037149.000000 Penalty: 4499.254883
	Iteration 38Q: 3 clusters Score -1037149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1037162.375000 Penalty: 4499.254883
	Iteration 39Q: 3 clusters Score -1037162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1037172.375000 Penalty: 4499.254883
	Iteration 40F: 3 clusters Score -1037172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1037186.375000 Penalty: 4499.254883
	Iteration 41Q: 3 clusters Score -1037186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1037193.250000 Penalty: 4499.254883
	Iteration 42Q: 3 clusters Score -1037193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1037205.250000 Penalty: 4499.254883
	Iteration 43Q: 3 clusters Score -1037205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1037211.875000 Penalty: 4499.254883
	Iteration 44Q: 3 clusters Score -1037212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1037221.750000 Penalty: 4499.254883
	Iteration 45Q: 3 clusters Score -1037222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1037224.687500 Penalty: 4499.254883
	Iteration 46Q: 3 clusters Score -1037225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1037230.937500 Penalty: 4499.254883
	Iteration 47Q: 3 clusters Score -1037231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1037237.375000 Penalty: 4499.254883
	Iteration 48Q: 3 clusters Score -1037237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1037248.125000 Penalty: 4499.254883
	Iteration 49Q: 3 clusters Score -1037248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1037252.437500 Penalty: 4499.254883
	Iteration 50Q: 3 clusters Score -1037252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1037258.812500 Penalty: 4499.254883
	Iteration 51Q: 3 clusters Score -1037259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1037262.812500 Penalty: 4499.254883
	Iteration 52Q: 3 clusters Score -1037263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1037267.375000 Penalty: 4499.254883
	Iteration 53Q: 3 clusters Score -1037267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1037267.937500 Penalty: 4499.254883
	Iteration 54Q: 3 clusters Score -1037268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1037274.312500 Penalty: 4499.254883
	Iteration 55Q: 3 clusters Score -1037274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1037275.250000 Penalty: 4499.254883
	Iteration 56Q: 3 clusters Score -1037275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1037279.375000 Penalty: 4499.254883
	Iteration 57Q: 3 clusters Score -1037279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1037282.375000 Penalty: 4499.254883
	Iteration 58Q: 3 clusters Score -1037282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1037283.812500 Penalty: 4499.254883
	Iteration 59Q: 3 clusters Score -1037284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1037284.875000 Penalty: 4499.254883
	Iteration 60F: 3 clusters Score -1037285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1037287.437500 Penalty: 4499.254883
	Iteration 61Q: 3 clusters Score -1037287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1037286.875000 Penalty: 4499.254883
	Iteration 62Q: 3 clusters Score -1037287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1037288.437500 Penalty: 4499.254883
	Iteration 63Q: 3 clusters Score -1037288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1037289.125000 Penalty: 4499.254883
	Iteration 64Q: 3 clusters Score -1037289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1037287.000000 Penalty: 4499.254883
	Iteration 65Q: 3 clusters Score -1037287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1037288.250000 Penalty: 4499.254883
	Iteration 66Q: 3 clusters Score -1037288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1037288.125000 Penalty: 4499.254883
	Iteration 67Q: 3 clusters Score -1037288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1037289.937500 Penalty: 4499.254883
	Iteration 68Q: 3 clusters Score -1037290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1037289.000000 Penalty: 4499.254883
	Iteration 69Q: 3 clusters Score -1037289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1037289.000000 Penalty: 4499.254883
	Iteration 70F: 3 clusters Score -1037289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -647591.625000 Penalty: 2104.863281
	Iteration 0F: 2 clusters Score -647591.6 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 2463 members 
Entering Unmasked Estep 
Score: -643128.687500 Penalty: 4209.726562
	Iteration 0F: 3 clusters Score -643128.7 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -644233.062500 Penalty: 4209.726562
	Iteration 1F: 3 clusters Score -644233.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -644423.875000 Penalty: 4209.726562
	Iteration 2F: 3 clusters Score -644423.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -644554.562500 Penalty: 4209.726562
	Iteration 3Q: 3 clusters Score -644554.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -644644.875000 Penalty: 4209.726562
	Iteration 4Q: 3 clusters Score -644644.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -644705.000000 Penalty: 4209.726562
	Iteration 5Q: 3 clusters Score -644705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -644767.125000 Penalty: 4209.726562
	Iteration 6Q: 3 clusters Score -644767.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -644817.437500 Penalty: 4209.726562
	Iteration 7Q: 3 clusters Score -644817.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -644865.750000 Penalty: 4209.726562
	Iteration 8Q: 3 clusters Score -644865.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -644901.562500 Penalty: 4209.726562
	Iteration 9Q: 3 clusters Score -644901.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -644936.312500 Penalty: 4209.726562
	Iteration 10Q: 3 clusters Score -644936.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -644971.500000 Penalty: 4209.726562
	Iteration 11Q: 3 clusters Score -644971.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -644997.125000 Penalty: 4209.726562
	Iteration 12Q: 3 clusters Score -644997.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -645020.937500 Penalty: 4209.726562
	Iteration 13Q: 3 clusters Score -645020.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -645049.937500 Penalty: 4209.726562
	Iteration 14Q: 3 clusters Score -645049.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -645077.687500 Penalty: 4209.726562
	Iteration 15Q: 3 clusters Score -645077.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -645115.562500 Penalty: 4209.726562
	Iteration 16Q: 3 clusters Score -645115.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -645156.812500 Penalty: 4209.726562
	Iteration 17Q: 3 clusters Score -645156.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645190.312500 Penalty: 4209.726562
	Iteration 18Q: 3 clusters Score -645190.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -645232.812500 Penalty: 4209.726562
	Iteration 19Q: 3 clusters Score -645232.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -645278.625000 Penalty: 4209.726562
	Iteration 20F: 3 clusters Score -645278.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -645337.687500 Penalty: 4209.726562
	Iteration 21Q: 3 clusters Score -645337.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -645408.062500 Penalty: 4209.726562
	Iteration 22Q: 3 clusters Score -645408.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -645464.562500 Penalty: 4209.726562
	Iteration 23Q: 3 clusters Score -645464.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -645533.375000 Penalty: 4209.726562
	Iteration 24Q: 3 clusters Score -645533.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -645588.562500 Penalty: 4209.726562
	Iteration 25Q: 3 clusters Score -645588.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -645631.437500 Penalty: 4209.726562
	Iteration 26Q: 3 clusters Score -645631.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -645680.562500 Penalty: 4209.726562
	Iteration 27Q: 3 clusters Score -645680.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -645722.062500 Penalty: 4209.726562
	Iteration 28Q: 3 clusters Score -645722.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -645766.187500 Penalty: 4209.726562
	Iteration 29Q: 3 clusters Score -645766.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -645802.500000 Penalty: 4209.726562
	Iteration 30Q: 3 clusters Score -645802.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -645830.875000 Penalty: 4209.726562
	Iteration 31Q: 3 clusters Score -645830.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -645848.625000 Penalty: 4209.726562
	Iteration 32Q: 3 clusters Score -645848.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -645867.187500 Penalty: 4209.726562
	Iteration 33Q: 3 clusters Score -645867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -645888.125000 Penalty: 4209.726562
	Iteration 34Q: 3 clusters Score -645888.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -645908.062500 Penalty: 4209.726562
	Iteration 35Q: 3 clusters Score -645908.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -645921.187500 Penalty: 4209.726562
	Iteration 36Q: 3 clusters Score -645921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -645928.500000 Penalty: 4209.726562
	Iteration 37Q: 3 clusters Score -645928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -645935.250000 Penalty: 4209.726562
	Iteration 38Q: 3 clusters Score -645935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -645938.375000 Penalty: 4209.726562
	Iteration 39Q: 3 clusters Score -645938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -645940.312500 Penalty: 4209.726562
	Iteration 40F: 3 clusters Score -645940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -645940.312500 Penalty: 4209.726562
	Iteration 41Q: 3 clusters Score -645940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -645940.312500 Penalty: 4209.726562
	Iteration 42F: 3 clusters Score -645940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Entering Unmasked Estep 
Score: -1985147.750000 Penalty: 2388.819092
	Iteration 0F: 2 clusters Score -1985148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1974033.250000 Penalty: 4777.638184
	Iteration 0F: 3 clusters Score -1974033 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1977868.625000 Penalty: 4777.638184
	Iteration 1F: 3 clusters Score -1977869 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1978643.000000 Penalty: 4777.638184
	Iteration 2F: 3 clusters Score -1978643 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1979602.750000 Penalty: 4777.638184
	Iteration 3F: 3 clusters Score -1979603 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1980658.375000 Penalty: 4777.638184
	Iteration 4F: 3 clusters Score -1980658 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1981588.875000 Penalty: 4777.638184
	Iteration 5F: 3 clusters Score -1981589 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1982189.500000 Penalty: 4777.638184
	Iteration 6F: 3 clusters Score -1982190 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1982533.500000 Penalty: 4777.638184
	Iteration 7Q: 3 clusters Score -1982534 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1982722.500000 Penalty: 4777.638184
	Iteration 8Q: 3 clusters Score -1982722 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1982814.000000 Penalty: 4777.638184
	Iteration 9Q: 3 clusters Score -1982814 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1982868.500000 Penalty: 4777.638184
	Iteration 10Q: 3 clusters Score -1982868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1982904.250000 Penalty: 4777.638184
	Iteration 11Q: 3 clusters Score -1982904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1982941.000000 Penalty: 4777.638184
	Iteration 12Q: 3 clusters Score -1982941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1982956.750000 Penalty: 4777.638184
	Iteration 13Q: 3 clusters Score -1982957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1982973.125000 Penalty: 4777.638184
	Iteration 14Q: 3 clusters Score -1982973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1982995.000000 Penalty: 4777.638184
	Iteration 15Q: 3 clusters Score -1982995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1983009.000000 Penalty: 4777.638184
	Iteration 16Q: 3 clusters Score -1983009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1983015.250000 Penalty: 4777.638184
	Iteration 17Q: 3 clusters Score -1983015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1983014.375000 Penalty: 4777.638184
	Iteration 18Q: 3 clusters Score -1983014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1983028.250000 Penalty: 4777.638184
	Iteration 19Q: 3 clusters Score -1983028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1983027.625000 Penalty: 4777.638184
	Iteration 20F: 3 clusters Score -1983028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1983036.750000 Penalty: 4777.638184
	Iteration 21Q: 3 clusters Score -1983037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1983039.875000 Penalty: 4777.638184
	Iteration 22Q: 3 clusters Score -1983040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1983039.750000 Penalty: 4777.638184
	Iteration 23Q: 3 clusters Score -1983040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1983043.750000 Penalty: 4777.638184
	Iteration 24Q: 3 clusters Score -1983044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1983041.625000 Penalty: 4777.638184
	Iteration 25Q: 3 clusters Score -1983042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1983049.375000 Penalty: 4777.638184
	Iteration 26Q: 3 clusters Score -1983049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1983051.625000 Penalty: 4777.638184
	Iteration 27Q: 3 clusters Score -1983052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1983055.750000 Penalty: 4777.638184
	Iteration 28Q: 3 clusters Score -1983056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1983056.500000 Penalty: 4777.638184
	Iteration 29Q: 3 clusters Score -1983056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1983056.625000 Penalty: 4777.638184
	Iteration 30Q: 3 clusters Score -1983057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1983057.375000 Penalty: 4777.638184
	Iteration 31Q: 3 clusters Score -1983057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1983060.750000 Penalty: 4777.638184
	Iteration 32Q: 3 clusters Score -1983061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1983061.375000 Penalty: 4777.638184
	Iteration 33Q: 3 clusters Score -1983061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1983058.125000 Penalty: 4777.638184
	Iteration 34Q: 3 clusters Score -1983058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1983058.625000 Penalty: 4777.638184
	Iteration 35Q: 3 clusters Score -1983059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1983062.000000 Penalty: 4777.638184
	Iteration 36Q: 3 clusters Score -1983062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1983062.625000 Penalty: 4777.638184
	Iteration 37Q: 3 clusters Score -1983063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1983064.125000 Penalty: 4777.638184
	Iteration 38Q: 3 clusters Score -1983064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1983062.750000 Penalty: 4777.638184
	Iteration 39Q: 3 clusters Score -1983063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1983066.875000 Penalty: 4777.638184
	Iteration 40F: 3 clusters Score -1983067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1983066.750000 Penalty: 4777.638184
	Iteration 41Q: 3 clusters Score -1983067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1983067.375000 Penalty: 4777.638184
	Iteration 42Q: 3 clusters Score -1983067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1983069.250000 Penalty: 4777.638184
	Iteration 43Q: 3 clusters Score -1983069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1983071.500000 Penalty: 4777.638184
	Iteration 44Q: 3 clusters Score -1983072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1983078.000000 Penalty: 4777.638184
	Iteration 45Q: 3 clusters Score -1983078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1983079.625000 Penalty: 4777.638184
	Iteration 46Q: 3 clusters Score -1983080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1983083.375000 Penalty: 4777.638184
	Iteration 47Q: 3 clusters Score -1983083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1983081.625000 Penalty: 4777.638184
	Iteration 48Q: 3 clusters Score -1983082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1983082.875000 Penalty: 4777.638184
	Iteration 49Q: 3 clusters Score -1983083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1983084.250000 Penalty: 4777.638184
	Iteration 50Q: 3 clusters Score -1983084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1983090.375000 Penalty: 4777.638184
	Iteration 51Q: 3 clusters Score -1983090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1983096.750000 Penalty: 4777.638184
	Iteration 52Q: 3 clusters Score -1983097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1983097.250000 Penalty: 4777.638184
	Iteration 53Q: 3 clusters Score -1983097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1983101.875000 Penalty: 4777.638184
	Iteration 54Q: 3 clusters Score -1983102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1983100.500000 Penalty: 4777.638184
	Iteration 55Q: 3 clusters Score -1983100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1983100.125000 Penalty: 4777.638184
	Iteration 56Q: 3 clusters Score -1983100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1983098.000000 Penalty: 4777.638184
	Iteration 57Q: 3 clusters Score -1983098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1983101.500000 Penalty: 4777.638184
	Iteration 58Q: 3 clusters Score -1983102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1983105.250000 Penalty: 4777.638184
	Iteration 59Q: 3 clusters Score -1983105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1983103.375000 Penalty: 4777.638184
	Iteration 60F: 3 clusters Score -1983103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1983102.875000 Penalty: 4777.638184
	Iteration 61Q: 3 clusters Score -1983103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1983105.000000 Penalty: 4777.638184
	Iteration 62Q: 3 clusters Score -1983105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1983109.000000 Penalty: 4777.638184
	Iteration 63Q: 3 clusters Score -1983109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1983107.875000 Penalty: 4777.638184
	Iteration 64Q: 3 clusters Score -1983108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1983111.125000 Penalty: 4777.638184
	Iteration 65Q: 3 clusters Score -1983111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1983109.750000 Penalty: 4777.638184
	Iteration 66Q: 3 clusters Score -1983110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1983114.250000 Penalty: 4777.638184
	Iteration 67Q: 3 clusters Score -1983114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1983111.750000 Penalty: 4777.638184
	Iteration 68Q: 3 clusters Score -1983112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1983113.625000 Penalty: 4777.638184
	Iteration 69Q: 3 clusters Score -1983114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1983112.875000 Penalty: 4777.638184
	Iteration 70Q: 3 clusters Score -1983113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1983117.875000 Penalty: 4777.638184
	Iteration 71Q: 3 clusters Score -1983118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1983120.625000 Penalty: 4777.638184
	Iteration 72Q: 3 clusters Score -1983121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1983120.000000 Penalty: 4777.638184
	Iteration 73Q: 3 clusters Score -1983120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1983124.250000 Penalty: 4777.638184
	Iteration 74Q: 3 clusters Score -1983124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1983123.125000 Penalty: 4777.638184
	Iteration 75Q: 3 clusters Score -1983123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1983121.875000 Penalty: 4777.638184
	Iteration 76Q: 3 clusters Score -1983122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1983123.250000 Penalty: 4777.638184
	Iteration 77Q: 3 clusters Score -1983123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1983119.875000 Penalty: 4777.638184
	Iteration 78Q: 3 clusters Score -1983120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1983122.000000 Penalty: 4777.638184
	Iteration 79Q: 3 clusters Score -1983122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1983120.750000 Penalty: 4777.638184
	Iteration 80F: 3 clusters Score -1983121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1983119.375000 Penalty: 4777.638184
	Iteration 81Q: 3 clusters Score -1983119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1983121.875000 Penalty: 4777.638184
	Iteration 82Q: 3 clusters Score -1983122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1983125.750000 Penalty: 4777.638184
	Iteration 83Q: 3 clusters Score -1983126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1983125.375000 Penalty: 4777.638184
	Iteration 84Q: 3 clusters Score -1983125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1983122.875000 Penalty: 4777.638184
	Iteration 85Q: 3 clusters Score -1983123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1983125.875000 Penalty: 4777.638184
	Iteration 86Q: 3 clusters Score -1983126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1983123.750000 Penalty: 4777.638184
	Iteration 87Q: 3 clusters Score -1983124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1983124.875000 Penalty: 4777.638184
	Iteration 88Q: 3 clusters Score -1983125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1983128.000000 Penalty: 4777.638184
	Iteration 89Q: 3 clusters Score -1983128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1983129.875000 Penalty: 4777.638184
	Iteration 90Q: 3 clusters Score -1983130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1983128.250000 Penalty: 4777.638184
	Iteration 91Q: 3 clusters Score -1983128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1983127.125000 Penalty: 4777.638184
	Iteration 92Q: 3 clusters Score -1983127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1983131.000000 Penalty: 4777.638184
	Iteration 93Q: 3 clusters Score -1983131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1983131.750000 Penalty: 4777.638184
	Iteration 94Q: 3 clusters Score -1983132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1983133.500000 Penalty: 4777.638184
	Iteration 95Q: 3 clusters Score -1983134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1983130.500000 Penalty: 4777.638184
	Iteration 96Q: 3 clusters Score -1983130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1983129.125000 Penalty: 4777.638184
	Iteration 97Q: 3 clusters Score -1983129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1983128.500000 Penalty: 4777.638184
	Iteration 98Q: 3 clusters Score -1983128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1983123.500000 Penalty: 4777.638184
	Iteration 99Q: 3 clusters Score -1983124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1983127.000000 Penalty: 4777.638184
	Iteration 100F: 3 clusters Score -1983127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1983130.125000 Penalty: 4777.638184
	Iteration 101Q: 3 clusters Score -1983130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1983129.250000 Penalty: 4777.638184
	Iteration 102Q: 3 clusters Score -1983129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1983131.375000 Penalty: 4777.638184
	Iteration 103Q: 3 clusters Score -1983131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1983132.625000 Penalty: 4777.638184
	Iteration 104Q: 3 clusters Score -1983133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1983131.375000 Penalty: 4777.638184
	Iteration 105Q: 3 clusters Score -1983131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1983135.750000 Penalty: 4777.638184
	Iteration 106Q: 3 clusters Score -1983136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1983133.375000 Penalty: 4777.638184
	Iteration 107Q: 3 clusters Score -1983133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1983138.250000 Penalty: 4777.638184
	Iteration 108Q: 3 clusters Score -1983138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1983139.625000 Penalty: 4777.638184
	Iteration 109Q: 3 clusters Score -1983140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1983141.250000 Penalty: 4777.638184
	Iteration 110Q: 3 clusters Score -1983141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1983141.125000 Penalty: 4777.638184
	Iteration 111Q: 3 clusters Score -1983141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1983140.750000 Penalty: 4777.638184
	Iteration 112Q: 3 clusters Score -1983141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1983142.500000 Penalty: 4777.638184
	Iteration 113Q: 3 clusters Score -1983142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1983147.625000 Penalty: 4777.638184
	Iteration 114Q: 3 clusters Score -1983148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1983148.250000 Penalty: 4777.638184
	Iteration 115Q: 3 clusters Score -1983148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1983155.125000 Penalty: 4777.638184
	Iteration 116Q: 3 clusters Score -1983155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1983159.250000 Penalty: 4777.638184
	Iteration 117Q: 3 clusters Score -1983159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1983160.875000 Penalty: 4777.638184
	Iteration 118Q: 3 clusters Score -1983161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1983163.125000 Penalty: 4777.638184
	Iteration 119Q: 3 clusters Score -1983163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1983159.375000 Penalty: 4777.638184
	Iteration 120F: 3 clusters Score -1983159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1983165.250000 Penalty: 4777.638184
	Iteration 121Q: 3 clusters Score -1983165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1983168.375000 Penalty: 4777.638184
	Iteration 122Q: 3 clusters Score -1983168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1983172.500000 Penalty: 4777.638184
	Iteration 123Q: 3 clusters Score -1983172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1983174.375000 Penalty: 4777.638184
	Iteration 124Q: 3 clusters Score -1983174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1983183.750000 Penalty: 4777.638184
	Iteration 125Q: 3 clusters Score -1983184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1983179.750000 Penalty: 4777.638184
	Iteration 126Q: 3 clusters Score -1983180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1983178.375000 Penalty: 4777.638184
	Iteration 127Q: 3 clusters Score -1983178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1983179.000000 Penalty: 4777.638184
	Iteration 128Q: 3 clusters Score -1983179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1983181.750000 Penalty: 4777.638184
	Iteration 129Q: 3 clusters Score -1983182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1983181.750000 Penalty: 4777.638184
	Iteration 130F: 3 clusters Score -1983182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (231268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231268 members 
Entering Unmasked Estep 
Score: -30946620.000000 Penalty: 3063.130615
	Iteration 0F: 2 clusters Score -3.094662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -30809192.000000 Penalty: 6126.261230
	Iteration 0F: 3 clusters Score -3.080919e+07 nChanged 111289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114331 members 
Mstep: Class 2 contains 116937 members 
Entering Unmasked Estep 
Score: -30873428.000000 Penalty: 6126.261230
	Iteration 1F: 3 clusters Score -3.087343e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -30874414.000000 Penalty: 6126.261230
	Iteration 2Q: 3 clusters Score -3.087441e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -30875450.000000 Penalty: 6126.261230
	Iteration 3Q: 3 clusters Score -3.087545e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -30876598.000000 Penalty: 6126.261230
	Iteration 4Q: 3 clusters Score -3.08766e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -30878256.000000 Penalty: 6126.261230
	Iteration 5Q: 3 clusters Score -3.087826e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -30880764.000000 Penalty: 6126.261230
	Iteration 6Q: 3 clusters Score -3.088076e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -30885210.000000 Penalty: 6126.261230
	Iteration 7Q: 3 clusters Score -3.088521e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -30892950.000000 Penalty: 6126.261230
	Iteration 8F: 3 clusters Score -3.089295e+07 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -30904238.000000 Penalty: 6126.261230
	Iteration 9F: 3 clusters Score -3.090424e+07 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 189249 members 
Entering Unmasked Estep 
Score: -30917206.000000 Penalty: 6126.261230
	Iteration 10F: 3 clusters Score -3.091721e+07 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 205053 members 
Entering Unmasked Estep 
Score: -30928306.000000 Penalty: 6126.261230
	Iteration 11F: 3 clusters Score -3.092831e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 216711 members 
Entering Unmasked Estep 
Score: -30935598.000000 Penalty: 6126.261230
	Iteration 12F: 3 clusters Score -3.09356e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 224137 members 
Entering Unmasked Estep 
Score: -30940276.000000 Penalty: 6126.261230
	Iteration 13Q: 3 clusters Score -3.094028e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -30942332.000000 Penalty: 6126.261230
	Iteration 14Q: 3 clusters Score -3.094233e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 229833 members 
Entering Unmasked Estep 
Score: -30943094.000000 Penalty: 6126.261230
	Iteration 15Q: 3 clusters Score -3.094309e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 230504 members 
Entering Unmasked Estep 
Score: -30943496.000000 Penalty: 6126.261230
	Iteration 16Q: 3 clusters Score -3.09435e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 230738 members 
Entering Unmasked Estep 
Score: -30943708.000000 Penalty: 6126.261230
	Iteration 17Q: 3 clusters Score -3.094371e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 230834 members 
Entering Unmasked Estep 
Score: -30943762.000000 Penalty: 6126.261230
	Iteration 18Q: 3 clusters Score -3.094376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 230888 members 
Entering Unmasked Estep 
Score: -30943816.000000 Penalty: 6126.261230
	Iteration 19Q: 3 clusters Score -3.094382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 230921 members 
Entering Unmasked Estep 
Score: -30943840.000000 Penalty: 6126.261230
	Iteration 20F: 3 clusters Score -3.094384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 230937 members 
Entering Unmasked Estep 
Score: -30943854.000000 Penalty: 6126.261230
	Iteration 21Q: 3 clusters Score -3.094385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230946 members 
Entering Unmasked Estep 
Score: -30943866.000000 Penalty: 6126.261230
	Iteration 22Q: 3 clusters Score -3.094387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 230956 members 
Entering Unmasked Estep 
Score: -30943896.000000 Penalty: 6126.261230
	Iteration 23Q: 3 clusters Score -3.09439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 230958 members 
Entering Unmasked Estep 
Score: -30943866.000000 Penalty: 6126.261230
	Iteration 24Q: 3 clusters Score -3.094387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 230958 members 
Entering Unmasked Estep 
Score: -30943866.000000 Penalty: 6126.261230
	Iteration 25F: 3 clusters Score -3.094387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -211537.078125 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -211537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -209142.968750 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -209143 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210450.468750 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -210450.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -211217.843750 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -211217.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -211667.062500 Penalty: 3718.064453
	Iteration 3F: 3 clusters Score -211667.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -211932.390625 Penalty: 3718.064453
	Iteration 4F: 3 clusters Score -211932.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -212040.359375 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -212040.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -212106.312500 Penalty: 3718.064453
	Iteration 6Q: 3 clusters Score -212106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -212179.296875 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -212179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212203.296875 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -212203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -212211.031250 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -212211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -212218.984375 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -212219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212223.843750 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -212223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212223.843750 Penalty: 3718.064453
	Iteration 12F: 3 clusters Score -212223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 65723 members 
Mstep: Class 6 contains 204469 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21825 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231268 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 17295 members 
Mstep: Class 17 contains 108655 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134533 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85345 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21088 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 42492 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1525 members 
Mstep: Class 34 contains 71450 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
Score: -181098720.000000 Penalty: 129890.000000
Splitting cluster 15 changes total score from -181100608.000000 to -181098720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Entering Unmasked Estep 
Score: -2346177.750000 Penalty: 2420.026855
	Iteration 0F: 2 clusters Score -2346178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2333816.500000 Penalty: 4840.053711
	Iteration 0F: 3 clusters Score -2333816 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2337692.750000 Penalty: 4840.053711
	Iteration 1F: 3 clusters Score -2337693 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2337995.250000 Penalty: 4840.053711
	Iteration 2F: 3 clusters Score -2337995 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2338218.750000 Penalty: 4840.053711
	Iteration 3Q: 3 clusters Score -2338219 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2338442.250000 Penalty: 4840.053711
	Iteration 4Q: 3 clusters Score -2338442 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2338648.750000 Penalty: 4840.053711
	Iteration 5Q: 3 clusters Score -2338649 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2338877.750000 Penalty: 4840.053711
	Iteration 6Q: 3 clusters Score -2338878 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2339125.250000 Penalty: 4840.053711
	Iteration 7Q: 3 clusters Score -2339125 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2339402.500000 Penalty: 4840.053711
	Iteration 8Q: 3 clusters Score -2339402 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2339698.500000 Penalty: 4840.053711
	Iteration 9Q: 3 clusters Score -2339698 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2340070.000000 Penalty: 4840.053711
	Iteration 10Q: 3 clusters Score -2340070 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2340484.750000 Penalty: 4840.053711
	Iteration 11Q: 3 clusters Score -2340485 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2340962.000000 Penalty: 4840.053711
	Iteration 12Q: 3 clusters Score -2340962 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2341453.000000 Penalty: 4840.053711
	Iteration 13Q: 3 clusters Score -2341453 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2341887.000000 Penalty: 4840.053711
	Iteration 14Q: 3 clusters Score -2341887 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2342256.250000 Penalty: 4840.053711
	Iteration 15Q: 3 clusters Score -2342256 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2342612.750000 Penalty: 4840.053711
	Iteration 16Q: 3 clusters Score -2342613 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2342873.750000 Penalty: 4840.053711
	Iteration 17Q: 3 clusters Score -2342874 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2343109.250000 Penalty: 4840.053711
	Iteration 18Q: 3 clusters Score -2343109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2343318.250000 Penalty: 4840.053711
	Iteration 19Q: 3 clusters Score -2343318 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2343467.500000 Penalty: 4840.053711
	Iteration 20F: 3 clusters Score -2343468 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2343599.500000 Penalty: 4840.053711
	Iteration 21Q: 3 clusters Score -2343600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2343690.750000 Penalty: 4840.053711
	Iteration 22Q: 3 clusters Score -2343691 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2343794.000000 Penalty: 4840.053711
	Iteration 23Q: 3 clusters Score -2343794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2343873.750000 Penalty: 4840.053711
	Iteration 24Q: 3 clusters Score -2343874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2343933.500000 Penalty: 4840.053711
	Iteration 25Q: 3 clusters Score -2343934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2343972.500000 Penalty: 4840.053711
	Iteration 26Q: 3 clusters Score -2343972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2344003.000000 Penalty: 4840.053711
	Iteration 27Q: 3 clusters Score -2344003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2344036.500000 Penalty: 4840.053711
	Iteration 28Q: 3 clusters Score -2344036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2344066.250000 Penalty: 4840.053711
	Iteration 29Q: 3 clusters Score -2344066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2344083.250000 Penalty: 4840.053711
	Iteration 30Q: 3 clusters Score -2344083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2344101.750000 Penalty: 4840.053711
	Iteration 31Q: 3 clusters Score -2344102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2344121.000000 Penalty: 4840.053711
	Iteration 32Q: 3 clusters Score -2344121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2344144.000000 Penalty: 4840.053711
	Iteration 33Q: 3 clusters Score -2344144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2344162.000000 Penalty: 4840.053711
	Iteration 34Q: 3 clusters Score -2344162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2344181.250000 Penalty: 4840.053711
	Iteration 35Q: 3 clusters Score -2344181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2344196.000000 Penalty: 4840.053711
	Iteration 36Q: 3 clusters Score -2344196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2344208.000000 Penalty: 4840.053711
	Iteration 37Q: 3 clusters Score -2344208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2344210.750000 Penalty: 4840.053711
	Iteration 38Q: 3 clusters Score -2344211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2344211.750000 Penalty: 4840.053711
	Iteration 39Q: 3 clusters Score -2344212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2344217.250000 Penalty: 4840.053711
	Iteration 40F: 3 clusters Score -2344217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2344220.500000 Penalty: 4840.053711
	Iteration 41Q: 3 clusters Score -2344220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2344220.500000 Penalty: 4840.053711
	Iteration 42Q: 3 clusters Score -2344220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2344219.500000 Penalty: 4840.053711
	Iteration 43Q: 3 clusters Score -2344220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2344222.250000 Penalty: 4840.053711
	Iteration 44Q: 3 clusters Score -2344222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2344227.500000 Penalty: 4840.053711
	Iteration 45Q: 3 clusters Score -2344228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2344228.250000 Penalty: 4840.053711
	Iteration 46Q: 3 clusters Score -2344228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2344233.000000 Penalty: 4840.053711
	Iteration 47Q: 3 clusters Score -2344233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2344233.250000 Penalty: 4840.053711
	Iteration 48Q: 3 clusters Score -2344233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2344234.250000 Penalty: 4840.053711
	Iteration 49Q: 3 clusters Score -2344234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2344235.250000 Penalty: 4840.053711
	Iteration 50Q: 3 clusters Score -2344235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2344235.250000 Penalty: 4840.053711
	Iteration 51Q: 3 clusters Score -2344235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2344235.000000 Penalty: 4840.053711
	Iteration 52Q: 3 clusters Score -2344235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2344235.000000 Penalty: 4840.053711
	Iteration 53F: 3 clusters Score -2344235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Entering Unmasked Estep 
Score: -14505882.000000 Penalty: 2875.791260
	Iteration 0F: 2 clusters Score -1.450588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -14433544.000000 Penalty: 5751.582520
	Iteration 0F: 3 clusters Score -1.443354e+07 nChanged 51765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -14463349.000000 Penalty: 5751.582520
	Iteration 1F: 3 clusters Score -1.446335e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -14463997.000000 Penalty: 5751.582520
	Iteration 2Q: 3 clusters Score -1.4464e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -14464776.000000 Penalty: 5751.582520
	Iteration 3Q: 3 clusters Score -1.446478e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -14465547.000000 Penalty: 5751.582520
	Iteration 4Q: 3 clusters Score -1.446555e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14466362.000000 Penalty: 5751.582520
	Iteration 5Q: 3 clusters Score -1.446636e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -14467595.000000 Penalty: 5751.582520
	Iteration 6Q: 3 clusters Score -1.44676e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -14469237.000000 Penalty: 5751.582520
	Iteration 7Q: 3 clusters Score -1.446924e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -14471670.000000 Penalty: 5751.582520
	Iteration 8Q: 3 clusters Score -1.447167e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -14474905.000000 Penalty: 5751.582520
	Iteration 9Q: 3 clusters Score -1.44749e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -14478718.000000 Penalty: 5751.582520
	Iteration 10F: 3 clusters Score -1.447872e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -14482863.000000 Penalty: 5751.582520
	Iteration 11F: 3 clusters Score -1.448286e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -14486298.000000 Penalty: 5751.582520
	Iteration 12F: 3 clusters Score -1.44863e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -14488511.000000 Penalty: 5751.582520
	Iteration 13Q: 3 clusters Score -1.448851e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -14489820.000000 Penalty: 5751.582520
	Iteration 14Q: 3 clusters Score -1.448982e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -14490555.000000 Penalty: 5751.582520
	Iteration 15Q: 3 clusters Score -1.449056e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -14491148.000000 Penalty: 5751.582520
	Iteration 16Q: 3 clusters Score -1.449115e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -14491747.000000 Penalty: 5751.582520
	Iteration 17Q: 3 clusters Score -1.449175e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -14492352.000000 Penalty: 5751.582520
	Iteration 18Q: 3 clusters Score -1.449235e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -14492939.000000 Penalty: 5751.582520
	Iteration 19Q: 3 clusters Score -1.449294e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -14493479.000000 Penalty: 5751.582520
	Iteration 20F: 3 clusters Score -1.449348e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -14494151.000000 Penalty: 5751.582520
	Iteration 21Q: 3 clusters Score -1.449415e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -14494959.000000 Penalty: 5751.582520
	Iteration 22Q: 3 clusters Score -1.449496e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -14495851.000000 Penalty: 5751.582520
	Iteration 23Q: 3 clusters Score -1.449585e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -14496737.000000 Penalty: 5751.582520
	Iteration 24Q: 3 clusters Score -1.449674e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -14497583.000000 Penalty: 5751.582520
	Iteration 25Q: 3 clusters Score -1.449758e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -14498503.000000 Penalty: 5751.582520
	Iteration 26Q: 3 clusters Score -1.44985e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -14499415.000000 Penalty: 5751.582520
	Iteration 27Q: 3 clusters Score -1.449942e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -14500262.000000 Penalty: 5751.582520
	Iteration 28Q: 3 clusters Score -1.450026e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -14500944.000000 Penalty: 5751.582520
	Iteration 29Q: 3 clusters Score -1.450094e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -14501440.000000 Penalty: 5751.582520
	Iteration 30Q: 3 clusters Score -1.450144e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -14501861.000000 Penalty: 5751.582520
	Iteration 31Q: 3 clusters Score -1.450186e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -14502213.000000 Penalty: 5751.582520
	Iteration 32Q: 3 clusters Score -1.450221e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -14502482.000000 Penalty: 5751.582520
	Iteration 33Q: 3 clusters Score -1.450248e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -14502726.000000 Penalty: 5751.582520
	Iteration 34Q: 3 clusters Score -1.450273e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -14502904.000000 Penalty: 5751.582520
	Iteration 35Q: 3 clusters Score -1.45029e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -14503017.000000 Penalty: 5751.582520
	Iteration 36Q: 3 clusters Score -1.450302e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -14503074.000000 Penalty: 5751.582520
	Iteration 37Q: 3 clusters Score -1.450307e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -14503163.000000 Penalty: 5751.582520
	Iteration 38Q: 3 clusters Score -1.450316e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -14503213.000000 Penalty: 5751.582520
	Iteration 39Q: 3 clusters Score -1.450321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -14503240.000000 Penalty: 5751.582520
	Iteration 40F: 3 clusters Score -1.450324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -14503261.000000 Penalty: 5751.582520
	Iteration 41Q: 3 clusters Score -1.450326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -14503301.000000 Penalty: 5751.582520
	Iteration 42Q: 3 clusters Score -1.45033e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -14503293.000000 Penalty: 5751.582520
	Iteration 43Q: 3 clusters Score -1.450329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -14503309.000000 Penalty: 5751.582520
	Iteration 44Q: 3 clusters Score -1.450331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -14503321.000000 Penalty: 5751.582520
	Iteration 45Q: 3 clusters Score -1.450332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -14503342.000000 Penalty: 5751.582520
	Iteration 46Q: 3 clusters Score -1.450334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -14503346.000000 Penalty: 5751.582520
	Iteration 47Q: 3 clusters Score -1.450335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -14503353.000000 Penalty: 5751.582520
	Iteration 48Q: 3 clusters Score -1.450335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -14503353.000000 Penalty: 5751.582520
	Iteration 49Q: 3 clusters Score -1.450335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -14503367.000000 Penalty: 5751.582520
	Iteration 50Q: 3 clusters Score -1.450337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -14503354.000000 Penalty: 5751.582520
	Iteration 51Q: 3 clusters Score -1.450335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -14503360.000000 Penalty: 5751.582520
	Iteration 52Q: 3 clusters Score -1.450336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -14503367.000000 Penalty: 5751.582520
	Iteration 53Q: 3 clusters Score -1.450337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -14503361.000000 Penalty: 5751.582520
	Iteration 54Q: 3 clusters Score -1.450336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -14503366.000000 Penalty: 5751.582520
	Iteration 55Q: 3 clusters Score -1.450337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -14503358.000000 Penalty: 5751.582520
	Iteration 56Q: 3 clusters Score -1.450336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -14503357.000000 Penalty: 5751.582520
	Iteration 57Q: 3 clusters Score -1.450336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -14503362.000000 Penalty: 5751.582520
	Iteration 58Q: 3 clusters Score -1.450336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -14503360.000000 Penalty: 5751.582520
	Iteration 59Q: 3 clusters Score -1.450336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -14503378.000000 Penalty: 5751.582520
	Iteration 60F: 3 clusters Score -1.450338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -14503378.000000 Penalty: 5751.582520
	Iteration 61Q: 3 clusters Score -1.450338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -14503378.000000 Penalty: 5751.582520
	Iteration 62F: 3 clusters Score -1.450338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Entering Unmasked Estep 
Score: -16716715.000000 Penalty: 2914.553955
	Iteration 0F: 2 clusters Score -1.671672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -16632376.000000 Penalty: 5829.107910
	Iteration 0F: 3 clusters Score -1.663238e+07 nChanged 60452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -16666968.000000 Penalty: 5829.107910
	Iteration 1F: 3 clusters Score -1.666697e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -16667758.000000 Penalty: 5829.107910
	Iteration 2Q: 3 clusters Score -1.666776e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -16668726.000000 Penalty: 5829.107910
	Iteration 3Q: 3 clusters Score -1.666873e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -16669932.000000 Penalty: 5829.107910
	Iteration 4Q: 3 clusters Score -1.666993e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -16671647.000000 Penalty: 5829.107910
	Iteration 5Q: 3 clusters Score -1.667165e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -16674085.000000 Penalty: 5829.107910
	Iteration 6Q: 3 clusters Score -1.667408e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -16677336.000000 Penalty: 5829.107910
	Iteration 7Q: 3 clusters Score -1.667734e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -16681888.000000 Penalty: 5829.107910
	Iteration 8F: 3 clusters Score -1.668189e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -16687484.000000 Penalty: 5829.107910
	Iteration 9F: 3 clusters Score -1.668748e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -16693748.000000 Penalty: 5829.107910
	Iteration 10F: 3 clusters Score -1.669375e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -16699968.000000 Penalty: 5829.107910
	Iteration 11F: 3 clusters Score -1.669997e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -16704836.000000 Penalty: 5829.107910
	Iteration 12F: 3 clusters Score -1.670484e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -16708250.000000 Penalty: 5829.107910
	Iteration 13Q: 3 clusters Score -1.670825e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115606 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -16710319.000000 Penalty: 5829.107910
	Iteration 14Q: 3 clusters Score -1.671032e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -16711779.000000 Penalty: 5829.107910
	Iteration 15Q: 3 clusters Score -1.671178e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -16712637.000000 Penalty: 5829.107910
	Iteration 16Q: 3 clusters Score -1.671264e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -16713196.000000 Penalty: 5829.107910
	Iteration 17Q: 3 clusters Score -1.67132e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -16713493.000000 Penalty: 5829.107910
	Iteration 18Q: 3 clusters Score -1.671349e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -16713744.000000 Penalty: 5829.107910
	Iteration 19Q: 3 clusters Score -1.671374e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -16713937.000000 Penalty: 5829.107910
	Iteration 20F: 3 clusters Score -1.671394e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123985 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -16714095.000000 Penalty: 5829.107910
	Iteration 21Q: 3 clusters Score -1.67141e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -16714204.000000 Penalty: 5829.107910
	Iteration 22Q: 3 clusters Score -1.67142e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -16714320.000000 Penalty: 5829.107910
	Iteration 23Q: 3 clusters Score -1.671432e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -16714405.000000 Penalty: 5829.107910
	Iteration 24Q: 3 clusters Score -1.67144e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -16714437.000000 Penalty: 5829.107910
	Iteration 25Q: 3 clusters Score -1.671444e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -16714499.000000 Penalty: 5829.107910
	Iteration 26Q: 3 clusters Score -1.67145e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -16714495.000000 Penalty: 5829.107910
	Iteration 27Q: 3 clusters Score -1.67145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -16714528.000000 Penalty: 5829.107910
	Iteration 28Q: 3 clusters Score -1.671453e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16714550.000000 Penalty: 5829.107910
	Iteration 29Q: 3 clusters Score -1.671455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125221 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -16714552.000000 Penalty: 5829.107910
	Iteration 30Q: 3 clusters Score -1.671455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125247 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -16714567.000000 Penalty: 5829.107910
	Iteration 31Q: 3 clusters Score -1.671457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -16714571.000000 Penalty: 5829.107910
	Iteration 32Q: 3 clusters Score -1.671457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16714578.000000 Penalty: 5829.107910
	Iteration 33Q: 3 clusters Score -1.671458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125303 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16714564.000000 Penalty: 5829.107910
	Iteration 34Q: 3 clusters Score -1.671456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125318 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16714565.000000 Penalty: 5829.107910
	Iteration 35Q: 3 clusters Score -1.671456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16714548.000000 Penalty: 5829.107910
	Iteration 36Q: 3 clusters Score -1.671455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -16714555.000000 Penalty: 5829.107910
	Iteration 37Q: 3 clusters Score -1.671456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16714570.000000 Penalty: 5829.107910
	Iteration 38Q: 3 clusters Score -1.671457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125365 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -16714568.000000 Penalty: 5829.107910
	Iteration 39Q: 3 clusters Score -1.671457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125373 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16714580.000000 Penalty: 5829.107910
	Iteration 40F: 3 clusters Score -1.671458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16714578.000000 Penalty: 5829.107910
	Iteration 41Q: 3 clusters Score -1.671458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -16714600.000000 Penalty: 5829.107910
	Iteration 42Q: 3 clusters Score -1.67146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16714591.000000 Penalty: 5829.107910
	Iteration 43Q: 3 clusters Score -1.671459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16714593.000000 Penalty: 5829.107910
	Iteration 44Q: 3 clusters Score -1.671459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16714586.000000 Penalty: 5829.107910
	Iteration 45Q: 3 clusters Score -1.671459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16714586.000000 Penalty: 5829.107910
	Iteration 46Q: 3 clusters Score -1.671459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16714576.000000 Penalty: 5829.107910
	Iteration 47Q: 3 clusters Score -1.671458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -16714584.000000 Penalty: 5829.107910
	Iteration 48Q: 3 clusters Score -1.671458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16714581.000000 Penalty: 5829.107910
	Iteration 49Q: 3 clusters Score -1.671458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16714581.000000 Penalty: 5829.107910
	Iteration 50F: 3 clusters Score -1.671458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (134533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Entering Unmasked Estep 
Score: -16764635.000000 Penalty: 2928.771973
	Iteration 0F: 2 clusters Score -1.676464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -16675020.000000 Penalty: 5857.543945
	Iteration 0F: 3 clusters Score -1.667502e+07 nChanged 64067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -16712418.000000 Penalty: 5857.543945
	Iteration 1F: 3 clusters Score -1.671242e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -16713755.000000 Penalty: 5857.543945
	Iteration 2Q: 3 clusters Score -1.671376e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -16715054.000000 Penalty: 5857.543945
	Iteration 3Q: 3 clusters Score -1.671505e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -16716514.000000 Penalty: 5857.543945
	Iteration 4Q: 3 clusters Score -1.671651e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -16718190.000000 Penalty: 5857.543945
	Iteration 5Q: 3 clusters Score -1.671819e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -16720024.000000 Penalty: 5857.543945
	Iteration 6Q: 3 clusters Score -1.672002e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -16722138.000000 Penalty: 5857.543945
	Iteration 7Q: 3 clusters Score -1.672214e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -16724859.000000 Penalty: 5857.543945
	Iteration 8Q: 3 clusters Score -1.672486e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -16728033.000000 Penalty: 5857.543945
	Iteration 9Q: 3 clusters Score -1.672803e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -16731371.000000 Penalty: 5857.543945
	Iteration 10Q: 3 clusters Score -1.673137e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -16734854.000000 Penalty: 5857.543945
	Iteration 11Q: 3 clusters Score -1.673485e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -16737919.000000 Penalty: 5857.543945
	Iteration 12Q: 3 clusters Score -1.673792e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -16739897.000000 Penalty: 5857.543945
	Iteration 13Q: 3 clusters Score -1.67399e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -16741076.000000 Penalty: 5857.543945
	Iteration 14Q: 3 clusters Score -1.674108e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -16741552.000000 Penalty: 5857.543945
	Iteration 15Q: 3 clusters Score -1.674155e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -16741910.000000 Penalty: 5857.543945
	Iteration 16Q: 3 clusters Score -1.674191e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -16742117.000000 Penalty: 5857.543945
	Iteration 17Q: 3 clusters Score -1.674212e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -16742275.000000 Penalty: 5857.543945
	Iteration 18Q: 3 clusters Score -1.674228e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -16742463.000000 Penalty: 5857.543945
	Iteration 19Q: 3 clusters Score -1.674246e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -16742653.000000 Penalty: 5857.543945
	Iteration 20F: 3 clusters Score -1.674265e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -16742835.000000 Penalty: 5857.543945
	Iteration 21Q: 3 clusters Score -1.674284e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -16742905.000000 Penalty: 5857.543945
	Iteration 22Q: 3 clusters Score -1.67429e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -16743059.000000 Penalty: 5857.543945
	Iteration 23Q: 3 clusters Score -1.674306e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -16743215.000000 Penalty: 5857.543945
	Iteration 24Q: 3 clusters Score -1.674322e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -16743393.000000 Penalty: 5857.543945
	Iteration 25Q: 3 clusters Score -1.674339e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -16743629.000000 Penalty: 5857.543945
	Iteration 26Q: 3 clusters Score -1.674363e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -16744002.000000 Penalty: 5857.543945
	Iteration 27Q: 3 clusters Score -1.6744e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -16744244.000000 Penalty: 5857.543945
	Iteration 28Q: 3 clusters Score -1.674424e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -16744494.000000 Penalty: 5857.543945
	Iteration 29Q: 3 clusters Score -1.674449e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -16744834.000000 Penalty: 5857.543945
	Iteration 30Q: 3 clusters Score -1.674483e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -16745180.000000 Penalty: 5857.543945
	Iteration 31Q: 3 clusters Score -1.674518e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -16745530.000000 Penalty: 5857.543945
	Iteration 32Q: 3 clusters Score -1.674553e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -16745873.000000 Penalty: 5857.543945
	Iteration 33Q: 3 clusters Score -1.674587e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -16746468.000000 Penalty: 5857.543945
	Iteration 34Q: 3 clusters Score -1.674647e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -16746934.000000 Penalty: 5857.543945
	Iteration 35Q: 3 clusters Score -1.674693e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -16747527.000000 Penalty: 5857.543945
	Iteration 36Q: 3 clusters Score -1.674753e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -16748181.000000 Penalty: 5857.543945
	Iteration 37Q: 3 clusters Score -1.674818e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -16748885.000000 Penalty: 5857.543945
	Iteration 38Q: 3 clusters Score -1.674888e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -16749581.000000 Penalty: 5857.543945
	Iteration 39Q: 3 clusters Score -1.674958e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -16750400.000000 Penalty: 5857.543945
	Iteration 40F: 3 clusters Score -1.67504e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -16751274.000000 Penalty: 5857.543945
	Iteration 41Q: 3 clusters Score -1.675127e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -16752213.000000 Penalty: 5857.543945
	Iteration 42Q: 3 clusters Score -1.675221e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -16753290.000000 Penalty: 5857.543945
	Iteration 43Q: 3 clusters Score -1.675329e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -16754347.000000 Penalty: 5857.543945
	Iteration 44Q: 3 clusters Score -1.675435e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -16755446.000000 Penalty: 5857.543945
	Iteration 45Q: 3 clusters Score -1.675545e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -16756375.000000 Penalty: 5857.543945
	Iteration 46Q: 3 clusters Score -1.675638e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -16757458.000000 Penalty: 5857.543945
	Iteration 47Q: 3 clusters Score -1.675746e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -16758376.000000 Penalty: 5857.543945
	Iteration 48Q: 3 clusters Score -1.675838e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -16759271.000000 Penalty: 5857.543945
	Iteration 49Q: 3 clusters Score -1.675927e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -16760057.000000 Penalty: 5857.543945
	Iteration 50Q: 3 clusters Score -1.676006e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -16760639.000000 Penalty: 5857.543945
	Iteration 51Q: 3 clusters Score -1.676064e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -16761106.000000 Penalty: 5857.543945
	Iteration 52Q: 3 clusters Score -1.676111e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -16761548.000000 Penalty: 5857.543945
	Iteration 53Q: 3 clusters Score -1.676155e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -16761853.000000 Penalty: 5857.543945
	Iteration 54Q: 3 clusters Score -1.676185e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -16762061.000000 Penalty: 5857.543945
	Iteration 55Q: 3 clusters Score -1.676206e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -16762245.000000 Penalty: 5857.543945
	Iteration 56Q: 3 clusters Score -1.676224e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16762415.000000 Penalty: 5857.543945
	Iteration 57Q: 3 clusters Score -1.676242e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -16762595.000000 Penalty: 5857.543945
	Iteration 58Q: 3 clusters Score -1.67626e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132336 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -16762746.000000 Penalty: 5857.543945
	Iteration 59Q: 3 clusters Score -1.676275e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16762797.000000 Penalty: 5857.543945
	Iteration 60F: 3 clusters Score -1.67628e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16762838.000000 Penalty: 5857.543945
	Iteration 61Q: 3 clusters Score -1.676284e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16762878.000000 Penalty: 5857.543945
	Iteration 62Q: 3 clusters Score -1.676288e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16762914.000000 Penalty: 5857.543945
	Iteration 63Q: 3 clusters Score -1.676291e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16762946.000000 Penalty: 5857.543945
	Iteration 64Q: 3 clusters Score -1.676295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132890 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16762964.000000 Penalty: 5857.543945
	Iteration 65Q: 3 clusters Score -1.676296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16762984.000000 Penalty: 5857.543945
	Iteration 66Q: 3 clusters Score -1.676298e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16763018.000000 Penalty: 5857.543945
	Iteration 67Q: 3 clusters Score -1.676302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16763022.000000 Penalty: 5857.543945
	Iteration 68Q: 3 clusters Score -1.676302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16763057.000000 Penalty: 5857.543945
	Iteration 69Q: 3 clusters Score -1.676306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16763039.000000 Penalty: 5857.543945
	Iteration 70Q: 3 clusters Score -1.676304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133079 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16763056.000000 Penalty: 5857.543945
	Iteration 71Q: 3 clusters Score -1.676306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133095 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16763060.000000 Penalty: 5857.543945
	Iteration 72Q: 3 clusters Score -1.676306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16763063.000000 Penalty: 5857.543945
	Iteration 73Q: 3 clusters Score -1.676306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16763061.000000 Penalty: 5857.543945
	Iteration 74Q: 3 clusters Score -1.676306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -16763073.000000 Penalty: 5857.543945
	Iteration 75Q: 3 clusters Score -1.676307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16763060.000000 Penalty: 5857.543945
	Iteration 76Q: 3 clusters Score -1.676306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16763070.000000 Penalty: 5857.543945
	Iteration 77Q: 3 clusters Score -1.676307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -16763077.000000 Penalty: 5857.543945
	Iteration 78Q: 3 clusters Score -1.676308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133152 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16763081.000000 Penalty: 5857.543945
	Iteration 79Q: 3 clusters Score -1.676308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16763082.000000 Penalty: 5857.543945
	Iteration 80F: 3 clusters Score -1.676308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133167 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16763082.000000 Penalty: 5857.543945
	Iteration 81Q: 3 clusters Score -1.676308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16763095.000000 Penalty: 5857.543945
	Iteration 82Q: 3 clusters Score -1.67631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16763115.000000 Penalty: 5857.543945
	Iteration 83Q: 3 clusters Score -1.676312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16763117.000000 Penalty: 5857.543945
	Iteration 84Q: 3 clusters Score -1.676312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16763124.000000 Penalty: 5857.543945
	Iteration 85Q: 3 clusters Score -1.676312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16763129.000000 Penalty: 5857.543945
	Iteration 86Q: 3 clusters Score -1.676313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133239 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16763160.000000 Penalty: 5857.543945
	Iteration 87Q: 3 clusters Score -1.676316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133257 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16763205.000000 Penalty: 5857.543945
	Iteration 88Q: 3 clusters Score -1.67632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16763214.000000 Penalty: 5857.543945
	Iteration 89Q: 3 clusters Score -1.676321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133308 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16763223.000000 Penalty: 5857.543945
	Iteration 90Q: 3 clusters Score -1.676322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -16763264.000000 Penalty: 5857.543945
	Iteration 91Q: 3 clusters Score -1.676326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133347 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -16763331.000000 Penalty: 5857.543945
	Iteration 92Q: 3 clusters Score -1.676333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133366 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16763378.000000 Penalty: 5857.543945
	Iteration 93Q: 3 clusters Score -1.676338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133393 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16763445.000000 Penalty: 5857.543945
	Iteration 94Q: 3 clusters Score -1.676344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16763499.000000 Penalty: 5857.543945
	Iteration 95Q: 3 clusters Score -1.67635e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133414 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16763520.000000 Penalty: 5857.543945
	Iteration 96Q: 3 clusters Score -1.676352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16763525.000000 Penalty: 5857.543945
	Iteration 97Q: 3 clusters Score -1.676352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16763548.000000 Penalty: 5857.543945
	Iteration 98Q: 3 clusters Score -1.676355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16763535.000000 Penalty: 5857.543945
	Iteration 99Q: 3 clusters Score -1.676354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16763551.000000 Penalty: 5857.543945
	Iteration 100F: 3 clusters Score -1.676355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133414 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16763566.000000 Penalty: 5857.543945
	Iteration 101Q: 3 clusters Score -1.676357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16763571.000000 Penalty: 5857.543945
	Iteration 102Q: 3 clusters Score -1.676357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133394 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16763561.000000 Penalty: 5857.543945
	Iteration 103Q: 3 clusters Score -1.676356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16763572.000000 Penalty: 5857.543945
	Iteration 104Q: 3 clusters Score -1.676357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16763591.000000 Penalty: 5857.543945
	Iteration 105Q: 3 clusters Score -1.676359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16763580.000000 Penalty: 5857.543945
	Iteration 106Q: 3 clusters Score -1.676358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133376 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -16763578.000000 Penalty: 5857.543945
	Iteration 107Q: 3 clusters Score -1.676358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16763585.000000 Penalty: 5857.543945
	Iteration 108Q: 3 clusters Score -1.676358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16763587.000000 Penalty: 5857.543945
	Iteration 109Q: 3 clusters Score -1.676359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16763576.000000 Penalty: 5857.543945
	Iteration 110Q: 3 clusters Score -1.676358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16763577.000000 Penalty: 5857.543945
	Iteration 111Q: 3 clusters Score -1.676358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16763590.000000 Penalty: 5857.543945
	Iteration 112Q: 3 clusters Score -1.676359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16763603.000000 Penalty: 5857.543945
	Iteration 113Q: 3 clusters Score -1.67636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16763590.000000 Penalty: 5857.543945
	Iteration 114Q: 3 clusters Score -1.676359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16763592.000000 Penalty: 5857.543945
	Iteration 115Q: 3 clusters Score -1.676359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16763597.000000 Penalty: 5857.543945
	Iteration 116Q: 3 clusters Score -1.67636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16763593.000000 Penalty: 5857.543945
	Iteration 117Q: 3 clusters Score -1.676359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16763598.000000 Penalty: 5857.543945
	Iteration 118Q: 3 clusters Score -1.67636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16763602.000000 Penalty: 5857.543945
	Iteration 119Q: 3 clusters Score -1.67636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16763596.000000 Penalty: 5857.543945
	Iteration 120F: 3 clusters Score -1.67636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66856.382812 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66856.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67066.406250 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67066.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67150.890625 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67150.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67176.531250 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67176.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67193.773438 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67193.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67202.320312 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67202.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67211.171875 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67211.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67221.000000 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67233.851562 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67233.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67237.882812 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -67237.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67243.820312 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -67243.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67245.000000 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -67245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67245.000000 Penalty: 3132.417725
	Iteration 12F: 3 clusters Score -67245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -545238.687500 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -545238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -541092.875000 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -541092.9 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -542299.750000 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -542299.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -542736.062500 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -542736.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -543068.312500 Penalty: 4165.611328
	Iteration 3F: 3 clusters Score -543068.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543335.687500 Penalty: 4165.611328
	Iteration 4F: 3 clusters Score -543335.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -543536.250000 Penalty: 4165.611328
	Iteration 5F: 3 clusters Score -543536.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -543683.875000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -543683.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -543779.437500 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -543779.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -543825.250000 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -543825.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -543853.625000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -543853.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -543877.187500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -543877.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -543895.812500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -543895.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -543917.437500 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -543917.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -543947.937500 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -543947.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -543979.687500 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -543979.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -544031.125000 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -544031.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -544111.125000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -544111.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -544201.812500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -544201.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -544263.375000 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -544263.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -544306.875000 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -544306.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -544341.500000 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -544341.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -544370.437500 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -544370.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -544405.312500 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -544405.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -544425.500000 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -544425.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -544439.937500 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -544439.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -544451.750000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -544451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -544463.625000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -544463.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -544478.687500 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -544478.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -544503.687500 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -544503.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -544530.500000 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -544530.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -544558.500000 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -544558.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -544603.625000 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -544603.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -544651.312500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -544651.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -544686.937500 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -544686.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -544704.375000 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -544704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -544715.875000 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -544715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -544721.312500 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -544721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -544724.562500 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -544724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -544728.000000 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -544728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -544729.500000 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -544729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -544732.687500 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -544732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -544734.750000 Penalty: 4165.611328
	Iteration 41Q: 3 clusters Score -544734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -544736.000000 Penalty: 4165.611328
	Iteration 42Q: 3 clusters Score -544736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -544736.062500 Penalty: 4165.611328
	Iteration 43Q: 3 clusters Score -544736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -544737.375000 Penalty: 4165.611328
	Iteration 44Q: 3 clusters Score -544737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -544737.937500 Penalty: 4165.611328
	Iteration 45Q: 3 clusters Score -544737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -544737.937500 Penalty: 4165.611328
	Iteration 46F: 3 clusters Score -544737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Entering Unmasked Estep 
Score: -2559917.000000 Penalty: 2442.860596
	Iteration 0F: 2 clusters Score -2559917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2546559.500000 Penalty: 4885.721191
	Iteration 0F: 3 clusters Score -2546560 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2551051.000000 Penalty: 4885.721191
	Iteration 1F: 3 clusters Score -2551051 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2551526.250000 Penalty: 4885.721191
	Iteration 2F: 3 clusters Score -2551526 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2551976.250000 Penalty: 4885.721191
	Iteration 3F: 3 clusters Score -2551976 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2552504.500000 Penalty: 4885.721191
	Iteration 4Q: 3 clusters Score -2552504 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2553213.500000 Penalty: 4885.721191
	Iteration 5F: 3 clusters Score -2553214 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2553953.000000 Penalty: 4885.721191
	Iteration 6F: 3 clusters Score -2553953 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2554652.000000 Penalty: 4885.721191
	Iteration 7F: 3 clusters Score -2554652 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2555322.750000 Penalty: 4885.721191
	Iteration 8F: 3 clusters Score -2555323 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2556035.750000 Penalty: 4885.721191
	Iteration 9Q: 3 clusters Score -2556036 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2556712.500000 Penalty: 4885.721191
	Iteration 10Q: 3 clusters Score -2556712 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2557240.250000 Penalty: 4885.721191
	Iteration 11Q: 3 clusters Score -2557240 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2557662.250000 Penalty: 4885.721191
	Iteration 12Q: 3 clusters Score -2557662 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2557938.250000 Penalty: 4885.721191
	Iteration 13Q: 3 clusters Score -2557938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2558126.500000 Penalty: 4885.721191
	Iteration 14Q: 3 clusters Score -2558126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2558235.000000 Penalty: 4885.721191
	Iteration 15Q: 3 clusters Score -2558235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2558309.500000 Penalty: 4885.721191
	Iteration 16Q: 3 clusters Score -2558310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2558348.000000 Penalty: 4885.721191
	Iteration 17Q: 3 clusters Score -2558348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2558376.750000 Penalty: 4885.721191
	Iteration 18Q: 3 clusters Score -2558377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2558394.250000 Penalty: 4885.721191
	Iteration 19Q: 3 clusters Score -2558394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2558400.250000 Penalty: 4885.721191
	Iteration 20F: 3 clusters Score -2558400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2558407.750000 Penalty: 4885.721191
	Iteration 21Q: 3 clusters Score -2558408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2558417.750000 Penalty: 4885.721191
	Iteration 22Q: 3 clusters Score -2558418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2558419.000000 Penalty: 4885.721191
	Iteration 23Q: 3 clusters Score -2558419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2558424.500000 Penalty: 4885.721191
	Iteration 24Q: 3 clusters Score -2558424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2558424.250000 Penalty: 4885.721191
	Iteration 25Q: 3 clusters Score -2558424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2558425.750000 Penalty: 4885.721191
	Iteration 26Q: 3 clusters Score -2558426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2558427.000000 Penalty: 4885.721191
	Iteration 27Q: 3 clusters Score -2558427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2558427.000000 Penalty: 4885.721191
	Iteration 28F: 3 clusters Score -2558427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Entering Unmasked Estep 
Score: -11434119.000000 Penalty: 2815.905273
	Iteration 0F: 2 clusters Score -1.143412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -11377126.000000 Penalty: 5631.810547
	Iteration 0F: 3 clusters Score -1.137713e+07 nChanged 40144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -11400070.000000 Penalty: 5631.810547
	Iteration 1F: 3 clusters Score -1.140007e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -11401013.000000 Penalty: 5631.810547
	Iteration 2Q: 3 clusters Score -1.140101e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -11402342.000000 Penalty: 5631.810547
	Iteration 3Q: 3 clusters Score -1.140234e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -11404736.000000 Penalty: 5631.810547
	Iteration 4F: 3 clusters Score -1.140474e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -11408827.000000 Penalty: 5631.810547
	Iteration 5F: 3 clusters Score -1.140883e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -11415138.000000 Penalty: 5631.810547
	Iteration 6F: 3 clusters Score -1.141514e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -11422327.000000 Penalty: 5631.810547
	Iteration 7F: 3 clusters Score -1.142233e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -11427809.000000 Penalty: 5631.810547
	Iteration 8F: 3 clusters Score -1.142781e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11430279.000000 Penalty: 5631.810547
	Iteration 9Q: 3 clusters Score -1.143028e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11431154.000000 Penalty: 5631.810547
	Iteration 10Q: 3 clusters Score -1.143115e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11431441.000000 Penalty: 5631.810547
	Iteration 11Q: 3 clusters Score -1.143144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11431546.000000 Penalty: 5631.810547
	Iteration 12Q: 3 clusters Score -1.143155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11431585.000000 Penalty: 5631.810547
	Iteration 13Q: 3 clusters Score -1.143158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11431618.000000 Penalty: 5631.810547
	Iteration 14Q: 3 clusters Score -1.143162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11431635.000000 Penalty: 5631.810547
	Iteration 15Q: 3 clusters Score -1.143164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11431649.000000 Penalty: 5631.810547
	Iteration 16Q: 3 clusters Score -1.143165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11431644.000000 Penalty: 5631.810547
	Iteration 17Q: 3 clusters Score -1.143164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11431648.000000 Penalty: 5631.810547
	Iteration 18Q: 3 clusters Score -1.143165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11431648.000000 Penalty: 5631.810547
	Iteration 19F: 3 clusters Score -1.143165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -691956.625000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -691956.6 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 2774 members 
Entering Unmasked Estep 
Score: -687055.062500 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -687055.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -688333.312500 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -688333.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -688655.062500 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -688655.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -688931.750000 Penalty: 4278.786621
	Iteration 3F: 3 clusters Score -688931.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -689224.500000 Penalty: 4278.786621
	Iteration 4F: 3 clusters Score -689224.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -689534.625000 Penalty: 4278.786621
	Iteration 5F: 3 clusters Score -689534.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -689839.812500 Penalty: 4278.786621
	Iteration 6F: 3 clusters Score -689839.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -690109.375000 Penalty: 4278.786621
	Iteration 7F: 3 clusters Score -690109.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -690294.250000 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -690294.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -690428.562500 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -690428.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -690500.750000 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -690500.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -690534.250000 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -690534.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -690559.625000 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -690559.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -690578.687500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -690578.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -690588.562500 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -690588.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -690598.937500 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -690598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -690606.625000 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -690606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -690608.562500 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -690608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -690613.375000 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -690613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -690612.812500 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -690612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -690613.687500 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -690613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -690613.562500 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -690613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -690615.562500 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -690615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -690617.312500 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -690617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -690617.750000 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -690617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -690617.500000 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -690617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -690617.500000 Penalty: 4278.786621
	Iteration 26F: 3 clusters Score -690617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -55965.804688 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -55965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54553.347656 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -54553.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54718.562500 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -54718.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54816.062500 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -54816.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54878.265625 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -54878.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54897.566406 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -54897.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54902.148438 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -54902.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54918.605469 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -54918.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54932.164062 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -54932.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54938.601562 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -54938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54940.195312 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -54940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54940.195312 Penalty: 3036.756348
	Iteration 10F: 3 clusters Score -54940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Entering Unmasked Estep 
Score: -1800975.875000 Penalty: 2365.403320
	Iteration 0F: 2 clusters Score -1800976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1790812.750000 Penalty: 4730.806641
	Iteration 0F: 3 clusters Score -1790813 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1794121.875000 Penalty: 4730.806641
	Iteration 1F: 3 clusters Score -1794122 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1794692.250000 Penalty: 4730.806641
	Iteration 2F: 3 clusters Score -1794692 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1795341.625000 Penalty: 4730.806641
	Iteration 3F: 3 clusters Score -1795342 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1796046.000000 Penalty: 4730.806641
	Iteration 4F: 3 clusters Score -1796046 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1796799.375000 Penalty: 4730.806641
	Iteration 5F: 3 clusters Score -1796799 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1797517.250000 Penalty: 4730.806641
	Iteration 6F: 3 clusters Score -1797517 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1798158.750000 Penalty: 4730.806641
	Iteration 7F: 3 clusters Score -1798159 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1798713.000000 Penalty: 4730.806641
	Iteration 8Q: 3 clusters Score -1798713 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1799215.625000 Penalty: 4730.806641
	Iteration 9Q: 3 clusters Score -1799216 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1799567.625000 Penalty: 4730.806641
	Iteration 10Q: 3 clusters Score -1799568 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1799795.875000 Penalty: 4730.806641
	Iteration 11Q: 3 clusters Score -1799796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1799938.000000 Penalty: 4730.806641
	Iteration 12Q: 3 clusters Score -1799938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1800015.250000 Penalty: 4730.806641
	Iteration 13Q: 3 clusters Score -1800015 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1800075.875000 Penalty: 4730.806641
	Iteration 14Q: 3 clusters Score -1800076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1800114.250000 Penalty: 4730.806641
	Iteration 15Q: 3 clusters Score -1800114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1800135.125000 Penalty: 4730.806641
	Iteration 16Q: 3 clusters Score -1800135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1800156.375000 Penalty: 4730.806641
	Iteration 17Q: 3 clusters Score -1800156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1800168.625000 Penalty: 4730.806641
	Iteration 18Q: 3 clusters Score -1800169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1800182.375000 Penalty: 4730.806641
	Iteration 19Q: 3 clusters Score -1800182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1800184.250000 Penalty: 4730.806641
	Iteration 20F: 3 clusters Score -1800184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1800193.750000 Penalty: 4730.806641
	Iteration 21Q: 3 clusters Score -1800194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1800192.750000 Penalty: 4730.806641
	Iteration 22Q: 3 clusters Score -1800193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1800195.500000 Penalty: 4730.806641
	Iteration 23Q: 3 clusters Score -1800196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1800199.375000 Penalty: 4730.806641
	Iteration 24Q: 3 clusters Score -1800199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1800201.000000 Penalty: 4730.806641
	Iteration 25Q: 3 clusters Score -1800201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1800200.875000 Penalty: 4730.806641
	Iteration 26Q: 3 clusters Score -1800201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1800200.250000 Penalty: 4730.806641
	Iteration 27Q: 3 clusters Score -1800200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1800206.500000 Penalty: 4730.806641
	Iteration 28Q: 3 clusters Score -1800206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1800206.250000 Penalty: 4730.806641
	Iteration 29Q: 3 clusters Score -1800206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1800205.500000 Penalty: 4730.806641
	Iteration 30Q: 3 clusters Score -1800206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1800210.750000 Penalty: 4730.806641
	Iteration 31Q: 3 clusters Score -1800211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1800209.250000 Penalty: 4730.806641
	Iteration 32Q: 3 clusters Score -1800209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1800212.250000 Penalty: 4730.806641
	Iteration 33Q: 3 clusters Score -1800212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1800213.875000 Penalty: 4730.806641
	Iteration 34Q: 3 clusters Score -1800214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1800213.875000 Penalty: 4730.806641
	Iteration 35F: 3 clusters Score -1800214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Entering Unmasked Estep 
Score: -2846431.500000 Penalty: 2469.201904
	Iteration 0F: 2 clusters Score -2846432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2831539.750000 Penalty: 4938.403809
	Iteration 0F: 3 clusters Score -2831540 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2836513.250000 Penalty: 4938.403809
	Iteration 1F: 3 clusters Score -2836513 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2836840.750000 Penalty: 4938.403809
	Iteration 2Q: 3 clusters Score -2836841 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2837106.000000 Penalty: 4938.403809
	Iteration 3Q: 3 clusters Score -2837106 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2837335.750000 Penalty: 4938.403809
	Iteration 4Q: 3 clusters Score -2837336 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2837579.000000 Penalty: 4938.403809
	Iteration 5Q: 3 clusters Score -2837579 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2837791.000000 Penalty: 4938.403809
	Iteration 6Q: 3 clusters Score -2837791 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2838042.500000 Penalty: 4938.403809
	Iteration 7Q: 3 clusters Score -2838042 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2838356.500000 Penalty: 4938.403809
	Iteration 8Q: 3 clusters Score -2838356 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2838741.750000 Penalty: 4938.403809
	Iteration 9Q: 3 clusters Score -2838742 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2839241.250000 Penalty: 4938.403809
	Iteration 10Q: 3 clusters Score -2839241 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2839777.000000 Penalty: 4938.403809
	Iteration 11Q: 3 clusters Score -2839777 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2840390.500000 Penalty: 4938.403809
	Iteration 12Q: 3 clusters Score -2840390 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2841099.750000 Penalty: 4938.403809
	Iteration 13Q: 3 clusters Score -2841100 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2841784.250000 Penalty: 4938.403809
	Iteration 14Q: 3 clusters Score -2841784 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2842362.750000 Penalty: 4938.403809
	Iteration 15Q: 3 clusters Score -2842363 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2842775.250000 Penalty: 4938.403809
	Iteration 16Q: 3 clusters Score -2842775 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2843020.000000 Penalty: 4938.403809
	Iteration 17Q: 3 clusters Score -2843020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2843182.750000 Penalty: 4938.403809
	Iteration 18Q: 3 clusters Score -2843183 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2843297.500000 Penalty: 4938.403809
	Iteration 19Q: 3 clusters Score -2843298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2843364.250000 Penalty: 4938.403809
	Iteration 20F: 3 clusters Score -2843364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2843437.000000 Penalty: 4938.403809
	Iteration 21Q: 3 clusters Score -2843437 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2843496.000000 Penalty: 4938.403809
	Iteration 22Q: 3 clusters Score -2843496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2843547.000000 Penalty: 4938.403809
	Iteration 23Q: 3 clusters Score -2843547 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2843605.750000 Penalty: 4938.403809
	Iteration 24Q: 3 clusters Score -2843606 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2843656.500000 Penalty: 4938.403809
	Iteration 25Q: 3 clusters Score -2843656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2843677.250000 Penalty: 4938.403809
	Iteration 26Q: 3 clusters Score -2843677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2843692.500000 Penalty: 4938.403809
	Iteration 27Q: 3 clusters Score -2843692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2843723.500000 Penalty: 4938.403809
	Iteration 28Q: 3 clusters Score -2843724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2843747.000000 Penalty: 4938.403809
	Iteration 29Q: 3 clusters Score -2843747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2843764.000000 Penalty: 4938.403809
	Iteration 30Q: 3 clusters Score -2843764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2843772.250000 Penalty: 4938.403809
	Iteration 31Q: 3 clusters Score -2843772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2843782.750000 Penalty: 4938.403809
	Iteration 32Q: 3 clusters Score -2843783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2843802.000000 Penalty: 4938.403809
	Iteration 33Q: 3 clusters Score -2843802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2843812.750000 Penalty: 4938.403809
	Iteration 34Q: 3 clusters Score -2843813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2843825.750000 Penalty: 4938.403809
	Iteration 35Q: 3 clusters Score -2843826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2843835.500000 Penalty: 4938.403809
	Iteration 36Q: 3 clusters Score -2843836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2843837.000000 Penalty: 4938.403809
	Iteration 37Q: 3 clusters Score -2843837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2843848.500000 Penalty: 4938.403809
	Iteration 38Q: 3 clusters Score -2843848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2843860.000000 Penalty: 4938.403809
	Iteration 39Q: 3 clusters Score -2843860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2843872.250000 Penalty: 4938.403809
	Iteration 40F: 3 clusters Score -2843872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2843871.750000 Penalty: 4938.403809
	Iteration 41Q: 3 clusters Score -2843872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2843884.500000 Penalty: 4938.403809
	Iteration 42Q: 3 clusters Score -2843884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2843892.250000 Penalty: 4938.403809
	Iteration 43Q: 3 clusters Score -2843892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2843905.250000 Penalty: 4938.403809
	Iteration 44Q: 3 clusters Score -2843905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2843911.000000 Penalty: 4938.403809
	Iteration 45Q: 3 clusters Score -2843911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2843920.750000 Penalty: 4938.403809
	Iteration 46Q: 3 clusters Score -2843921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2843924.500000 Penalty: 4938.403809
	Iteration 47Q: 3 clusters Score -2843924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2843928.500000 Penalty: 4938.403809
	Iteration 48Q: 3 clusters Score -2843928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2843925.250000 Penalty: 4938.403809
	Iteration 49Q: 3 clusters Score -2843925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2843935.500000 Penalty: 4938.403809
	Iteration 50Q: 3 clusters Score -2843936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2843947.500000 Penalty: 4938.403809
	Iteration 51Q: 3 clusters Score -2843948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2843954.750000 Penalty: 4938.403809
	Iteration 52Q: 3 clusters Score -2843955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2843960.500000 Penalty: 4938.403809
	Iteration 53Q: 3 clusters Score -2843960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2843970.750000 Penalty: 4938.403809
	Iteration 54Q: 3 clusters Score -2843971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2843975.750000 Penalty: 4938.403809
	Iteration 55Q: 3 clusters Score -2843976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2843987.250000 Penalty: 4938.403809
	Iteration 56Q: 3 clusters Score -2843987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2844000.250000 Penalty: 4938.403809
	Iteration 57Q: 3 clusters Score -2844000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2844009.500000 Penalty: 4938.403809
	Iteration 58Q: 3 clusters Score -2844010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2844026.250000 Penalty: 4938.403809
	Iteration 59Q: 3 clusters Score -2844026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2844039.000000 Penalty: 4938.403809
	Iteration 60F: 3 clusters Score -2844039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2844049.000000 Penalty: 4938.403809
	Iteration 61Q: 3 clusters Score -2844049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2844065.000000 Penalty: 4938.403809
	Iteration 62Q: 3 clusters Score -2844065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2844082.000000 Penalty: 4938.403809
	Iteration 63Q: 3 clusters Score -2844082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2844105.000000 Penalty: 4938.403809
	Iteration 64Q: 3 clusters Score -2844105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2844118.000000 Penalty: 4938.403809
	Iteration 65Q: 3 clusters Score -2844118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2844116.250000 Penalty: 4938.403809
	Iteration 66Q: 3 clusters Score -2844116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2844135.750000 Penalty: 4938.403809
	Iteration 67Q: 3 clusters Score -2844136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2844136.000000 Penalty: 4938.403809
	Iteration 68Q: 3 clusters Score -2844136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2844145.500000 Penalty: 4938.403809
	Iteration 69Q: 3 clusters Score -2844146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2844154.250000 Penalty: 4938.403809
	Iteration 70Q: 3 clusters Score -2844154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2844167.250000 Penalty: 4938.403809
	Iteration 71Q: 3 clusters Score -2844167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2844176.500000 Penalty: 4938.403809
	Iteration 72Q: 3 clusters Score -2844176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2844186.000000 Penalty: 4938.403809
	Iteration 73Q: 3 clusters Score -2844186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2844193.000000 Penalty: 4938.403809
	Iteration 74Q: 3 clusters Score -2844193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2844190.500000 Penalty: 4938.403809
	Iteration 75Q: 3 clusters Score -2844190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2844203.000000 Penalty: 4938.403809
	Iteration 76Q: 3 clusters Score -2844203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2844208.000000 Penalty: 4938.403809
	Iteration 77Q: 3 clusters Score -2844208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2844205.750000 Penalty: 4938.403809
	Iteration 78Q: 3 clusters Score -2844206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2844207.250000 Penalty: 4938.403809
	Iteration 79Q: 3 clusters Score -2844207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2844221.000000 Penalty: 4938.403809
	Iteration 80F: 3 clusters Score -2844221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2844228.750000 Penalty: 4938.403809
	Iteration 81Q: 3 clusters Score -2844229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2844235.000000 Penalty: 4938.403809
	Iteration 82Q: 3 clusters Score -2844235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2844237.750000 Penalty: 4938.403809
	Iteration 83Q: 3 clusters Score -2844238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2844246.500000 Penalty: 4938.403809
	Iteration 84Q: 3 clusters Score -2844246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2844252.250000 Penalty: 4938.403809
	Iteration 85Q: 3 clusters Score -2844252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2844262.250000 Penalty: 4938.403809
	Iteration 86Q: 3 clusters Score -2844262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2844261.000000 Penalty: 4938.403809
	Iteration 87Q: 3 clusters Score -2844261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2844261.500000 Penalty: 4938.403809
	Iteration 88Q: 3 clusters Score -2844262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2844264.500000 Penalty: 4938.403809
	Iteration 89Q: 3 clusters Score -2844264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2844269.500000 Penalty: 4938.403809
	Iteration 90Q: 3 clusters Score -2844270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2844272.500000 Penalty: 4938.403809
	Iteration 91Q: 3 clusters Score -2844272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2844278.000000 Penalty: 4938.403809
	Iteration 92Q: 3 clusters Score -2844278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2844278.500000 Penalty: 4938.403809
	Iteration 93Q: 3 clusters Score -2844278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2844282.000000 Penalty: 4938.403809
	Iteration 94Q: 3 clusters Score -2844282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2844278.750000 Penalty: 4938.403809
	Iteration 95Q: 3 clusters Score -2844279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2844282.500000 Penalty: 4938.403809
	Iteration 96Q: 3 clusters Score -2844282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2844281.750000 Penalty: 4938.403809
	Iteration 97Q: 3 clusters Score -2844282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2844280.000000 Penalty: 4938.403809
	Iteration 98Q: 3 clusters Score -2844280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2844283.000000 Penalty: 4938.403809
	Iteration 99Q: 3 clusters Score -2844283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2844289.000000 Penalty: 4938.403809
	Iteration 100F: 3 clusters Score -2844289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2844291.750000 Penalty: 4938.403809
	Iteration 101Q: 3 clusters Score -2844292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2844290.000000 Penalty: 4938.403809
	Iteration 102Q: 3 clusters Score -2844290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2844292.250000 Penalty: 4938.403809
	Iteration 103Q: 3 clusters Score -2844292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2844295.000000 Penalty: 4938.403809
	Iteration 104Q: 3 clusters Score -2844295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2844296.500000 Penalty: 4938.403809
	Iteration 105Q: 3 clusters Score -2844296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2844298.250000 Penalty: 4938.403809
	Iteration 106Q: 3 clusters Score -2844298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2844298.250000 Penalty: 4938.403809
	Iteration 107F: 3 clusters Score -2844298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Entering Unmasked Estep 
Score: -12237877.000000 Penalty: 2833.941162
	Iteration 0F: 2 clusters Score -1.223788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -12176698.000000 Penalty: 5667.882324
	Iteration 0F: 3 clusters Score -1.21767e+07 nChanged 43264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -12201936.000000 Penalty: 5667.882324
	Iteration 1F: 3 clusters Score -1.220194e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -12203111.000000 Penalty: 5667.882324
	Iteration 2Q: 3 clusters Score -1.220311e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -12204751.000000 Penalty: 5667.882324
	Iteration 3Q: 3 clusters Score -1.220475e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -12207078.000000 Penalty: 5667.882324
	Iteration 4F: 3 clusters Score -1.220708e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -12209467.000000 Penalty: 5667.882324
	Iteration 5F: 3 clusters Score -1.220947e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -12211907.000000 Penalty: 5667.882324
	Iteration 6F: 3 clusters Score -1.221191e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -12213758.000000 Penalty: 5667.882324
	Iteration 7F: 3 clusters Score -1.221376e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -12215232.000000 Penalty: 5667.882324
	Iteration 8Q: 3 clusters Score -1.221523e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -12216302.000000 Penalty: 5667.882324
	Iteration 9Q: 3 clusters Score -1.22163e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -12217286.000000 Penalty: 5667.882324
	Iteration 10Q: 3 clusters Score -1.221729e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -12218039.000000 Penalty: 5667.882324
	Iteration 11Q: 3 clusters Score -1.221804e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -12218824.000000 Penalty: 5667.882324
	Iteration 12Q: 3 clusters Score -1.221882e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -12219703.000000 Penalty: 5667.882324
	Iteration 13Q: 3 clusters Score -1.22197e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -12220682.000000 Penalty: 5667.882324
	Iteration 14Q: 3 clusters Score -1.222068e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -12221903.000000 Penalty: 5667.882324
	Iteration 15Q: 3 clusters Score -1.22219e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -12223633.000000 Penalty: 5667.882324
	Iteration 16Q: 3 clusters Score -1.222363e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -12225775.000000 Penalty: 5667.882324
	Iteration 17Q: 3 clusters Score -1.222578e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -12228288.000000 Penalty: 5667.882324
	Iteration 18Q: 3 clusters Score -1.222829e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -12231043.000000 Penalty: 5667.882324
	Iteration 19Q: 3 clusters Score -1.223104e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -12233029.000000 Penalty: 5667.882324
	Iteration 20F: 3 clusters Score -1.223303e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -12234005.000000 Penalty: 5667.882324
	Iteration 21Q: 3 clusters Score -1.2234e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -12234427.000000 Penalty: 5667.882324
	Iteration 22Q: 3 clusters Score -1.223443e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -12234665.000000 Penalty: 5667.882324
	Iteration 23Q: 3 clusters Score -1.223466e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -12234836.000000 Penalty: 5667.882324
	Iteration 24Q: 3 clusters Score -1.223484e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -12234936.000000 Penalty: 5667.882324
	Iteration 25Q: 3 clusters Score -1.223494e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -12235029.000000 Penalty: 5667.882324
	Iteration 26Q: 3 clusters Score -1.223503e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -12235128.000000 Penalty: 5667.882324
	Iteration 27Q: 3 clusters Score -1.223513e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -12235250.000000 Penalty: 5667.882324
	Iteration 28Q: 3 clusters Score -1.223525e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -12235359.000000 Penalty: 5667.882324
	Iteration 29Q: 3 clusters Score -1.223536e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -12235539.000000 Penalty: 5667.882324
	Iteration 30Q: 3 clusters Score -1.223554e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -12235636.000000 Penalty: 5667.882324
	Iteration 31Q: 3 clusters Score -1.223564e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -12235786.000000 Penalty: 5667.882324
	Iteration 32Q: 3 clusters Score -1.223579e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -12235849.000000 Penalty: 5667.882324
	Iteration 33Q: 3 clusters Score -1.223585e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -12235976.000000 Penalty: 5667.882324
	Iteration 34Q: 3 clusters Score -1.223598e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -12236112.000000 Penalty: 5667.882324
	Iteration 35Q: 3 clusters Score -1.223611e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -12236179.000000 Penalty: 5667.882324
	Iteration 36Q: 3 clusters Score -1.223618e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -12236283.000000 Penalty: 5667.882324
	Iteration 37Q: 3 clusters Score -1.223628e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -12236361.000000 Penalty: 5667.882324
	Iteration 38Q: 3 clusters Score -1.223636e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -12236401.000000 Penalty: 5667.882324
	Iteration 39Q: 3 clusters Score -1.22364e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -12236456.000000 Penalty: 5667.882324
	Iteration 40F: 3 clusters Score -1.223646e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -12236501.000000 Penalty: 5667.882324
	Iteration 41Q: 3 clusters Score -1.22365e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -12236535.000000 Penalty: 5667.882324
	Iteration 42Q: 3 clusters Score -1.223654e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -12236577.000000 Penalty: 5667.882324
	Iteration 43Q: 3 clusters Score -1.223658e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -12236600.000000 Penalty: 5667.882324
	Iteration 44Q: 3 clusters Score -1.22366e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -12236620.000000 Penalty: 5667.882324
	Iteration 45Q: 3 clusters Score -1.223662e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -12236631.000000 Penalty: 5667.882324
	Iteration 46Q: 3 clusters Score -1.223663e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -12236645.000000 Penalty: 5667.882324
	Iteration 47Q: 3 clusters Score -1.223664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -12236640.000000 Penalty: 5667.882324
	Iteration 48Q: 3 clusters Score -1.223664e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -12236633.000000 Penalty: 5667.882324
	Iteration 49Q: 3 clusters Score -1.223663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -12236659.000000 Penalty: 5667.882324
	Iteration 50Q: 3 clusters Score -1.223666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -12236668.000000 Penalty: 5667.882324
	Iteration 51Q: 3 clusters Score -1.223667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -12236678.000000 Penalty: 5667.882324
	Iteration 52Q: 3 clusters Score -1.223668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -12236657.000000 Penalty: 5667.882324
	Iteration 53Q: 3 clusters Score -1.223666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -12236681.000000 Penalty: 5667.882324
	Iteration 54Q: 3 clusters Score -1.223668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -12236679.000000 Penalty: 5667.882324
	Iteration 55Q: 3 clusters Score -1.223668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -12236684.000000 Penalty: 5667.882324
	Iteration 56Q: 3 clusters Score -1.223668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -12236687.000000 Penalty: 5667.882324
	Iteration 57Q: 3 clusters Score -1.223669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -12236706.000000 Penalty: 5667.882324
	Iteration 58Q: 3 clusters Score -1.223671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -12236702.000000 Penalty: 5667.882324
	Iteration 59Q: 3 clusters Score -1.22367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -12236706.000000 Penalty: 5667.882324
	Iteration 60F: 3 clusters Score -1.223671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -12236690.000000 Penalty: 5667.882324
	Iteration 61Q: 3 clusters Score -1.223669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -12236706.000000 Penalty: 5667.882324
	Iteration 62Q: 3 clusters Score -1.223671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -12236699.000000 Penalty: 5667.882324
	Iteration 63Q: 3 clusters Score -1.22367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -12236698.000000 Penalty: 5667.882324
	Iteration 64Q: 3 clusters Score -1.22367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -12236697.000000 Penalty: 5667.882324
	Iteration 65Q: 3 clusters Score -1.22367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -12236695.000000 Penalty: 5667.882324
	Iteration 66Q: 3 clusters Score -1.22367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -12236691.000000 Penalty: 5667.882324
	Iteration 67Q: 3 clusters Score -1.223669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -12236703.000000 Penalty: 5667.882324
	Iteration 68Q: 3 clusters Score -1.22367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -12236704.000000 Penalty: 5667.882324
	Iteration 69Q: 3 clusters Score -1.22367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -12236726.000000 Penalty: 5667.882324
	Iteration 70Q: 3 clusters Score -1.223673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87273 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12236719.000000 Penalty: 5667.882324
	Iteration 71Q: 3 clusters Score -1.223672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12236712.000000 Penalty: 5667.882324
	Iteration 72Q: 3 clusters Score -1.223671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -12236710.000000 Penalty: 5667.882324
	Iteration 73Q: 3 clusters Score -1.223671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -12236716.000000 Penalty: 5667.882324
	Iteration 74Q: 3 clusters Score -1.223672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -12236721.000000 Penalty: 5667.882324
	Iteration 75Q: 3 clusters Score -1.223672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -12236732.000000 Penalty: 5667.882324
	Iteration 76Q: 3 clusters Score -1.223673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -12236721.000000 Penalty: 5667.882324
	Iteration 77Q: 3 clusters Score -1.223672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -12236725.000000 Penalty: 5667.882324
	Iteration 78Q: 3 clusters Score -1.223672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -12236717.000000 Penalty: 5667.882324
	Iteration 79Q: 3 clusters Score -1.223672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -12236734.000000 Penalty: 5667.882324
	Iteration 80F: 3 clusters Score -1.223673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -12236723.000000 Penalty: 5667.882324
	Iteration 81Q: 3 clusters Score -1.223672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -12236733.000000 Penalty: 5667.882324
	Iteration 82Q: 3 clusters Score -1.223673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12236735.000000 Penalty: 5667.882324
	Iteration 83Q: 3 clusters Score -1.223674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -12236742.000000 Penalty: 5667.882324
	Iteration 84Q: 3 clusters Score -1.223674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12236755.000000 Penalty: 5667.882324
	Iteration 85Q: 3 clusters Score -1.223676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -12236738.000000 Penalty: 5667.882324
	Iteration 86Q: 3 clusters Score -1.223674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -12236746.000000 Penalty: 5667.882324
	Iteration 87Q: 3 clusters Score -1.223675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -12236757.000000 Penalty: 5667.882324
	Iteration 88Q: 3 clusters Score -1.223676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -12236757.000000 Penalty: 5667.882324
	Iteration 89Q: 3 clusters Score -1.223676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -12236752.000000 Penalty: 5667.882324
	Iteration 90Q: 3 clusters Score -1.223675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -12236757.000000 Penalty: 5667.882324
	Iteration 91Q: 3 clusters Score -1.223676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -12236773.000000 Penalty: 5667.882324
	Iteration 92Q: 3 clusters Score -1.223677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -12236778.000000 Penalty: 5667.882324
	Iteration 93Q: 3 clusters Score -1.223678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -12236781.000000 Penalty: 5667.882324
	Iteration 94Q: 3 clusters Score -1.223678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -12236778.000000 Penalty: 5667.882324
	Iteration 95Q: 3 clusters Score -1.223678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12236776.000000 Penalty: 5667.882324
	Iteration 96Q: 3 clusters Score -1.223678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -12236772.000000 Penalty: 5667.882324
	Iteration 97Q: 3 clusters Score -1.223677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -12236782.000000 Penalty: 5667.882324
	Iteration 98Q: 3 clusters Score -1.223678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -12236783.000000 Penalty: 5667.882324
	Iteration 99Q: 3 clusters Score -1.223678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -12236771.000000 Penalty: 5667.882324
	Iteration 100F: 3 clusters Score -1.223677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12236781.000000 Penalty: 5667.882324
	Iteration 101Q: 3 clusters Score -1.223678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12236781.000000 Penalty: 5667.882324
	Iteration 102F: 3 clusters Score -1.223678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Entering Unmasked Estep 
Score: -5655259.000000 Penalty: 2642.953613
	Iteration 0F: 2 clusters Score -5655259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5626573.500000 Penalty: 5285.907227
	Iteration 0F: 3 clusters Score -5626574 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5637268.000000 Penalty: 5285.907227
	Iteration 1F: 3 clusters Score -5637268 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5637952.500000 Penalty: 5285.907227
	Iteration 2Q: 3 clusters Score -5637952 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -5638699.500000 Penalty: 5285.907227
	Iteration 3Q: 3 clusters Score -5638700 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5639871.000000 Penalty: 5285.907227
	Iteration 4F: 3 clusters Score -5639871 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5641515.500000 Penalty: 5285.907227
	Iteration 5F: 3 clusters Score -5641516 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5643739.500000 Penalty: 5285.907227
	Iteration 6F: 3 clusters Score -5643740 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -5646340.500000 Penalty: 5285.907227
	Iteration 7F: 3 clusters Score -5646340 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5648876.000000 Penalty: 5285.907227
	Iteration 8F: 3 clusters Score -5648876 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5650862.000000 Penalty: 5285.907227
	Iteration 9Q: 3 clusters Score -5650862 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5652046.000000 Penalty: 5285.907227
	Iteration 10Q: 3 clusters Score -5652046 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5652515.500000 Penalty: 5285.907227
	Iteration 11Q: 3 clusters Score -5652516 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -5652720.000000 Penalty: 5285.907227
	Iteration 12Q: 3 clusters Score -5652720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5652847.500000 Penalty: 5285.907227
	Iteration 13Q: 3 clusters Score -5652848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5652935.000000 Penalty: 5285.907227
	Iteration 14Q: 3 clusters Score -5652935 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5652985.000000 Penalty: 5285.907227
	Iteration 15Q: 3 clusters Score -5652985 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5653035.000000 Penalty: 5285.907227
	Iteration 16Q: 3 clusters Score -5653035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5653069.000000 Penalty: 5285.907227
	Iteration 17Q: 3 clusters Score -5653069 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5653093.000000 Penalty: 5285.907227
	Iteration 18Q: 3 clusters Score -5653093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5653117.500000 Penalty: 5285.907227
	Iteration 19Q: 3 clusters Score -5653118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5653127.500000 Penalty: 5285.907227
	Iteration 20F: 3 clusters Score -5653128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5653161.500000 Penalty: 5285.907227
	Iteration 21Q: 3 clusters Score -5653162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5653169.500000 Penalty: 5285.907227
	Iteration 22Q: 3 clusters Score -5653170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5653179.000000 Penalty: 5285.907227
	Iteration 23Q: 3 clusters Score -5653179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5653191.500000 Penalty: 5285.907227
	Iteration 24Q: 3 clusters Score -5653192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5653207.500000 Penalty: 5285.907227
	Iteration 25Q: 3 clusters Score -5653208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5653206.500000 Penalty: 5285.907227
	Iteration 26Q: 3 clusters Score -5653206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5653223.000000 Penalty: 5285.907227
	Iteration 27Q: 3 clusters Score -5653223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5653228.500000 Penalty: 5285.907227
	Iteration 28Q: 3 clusters Score -5653228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5653239.000000 Penalty: 5285.907227
	Iteration 29Q: 3 clusters Score -5653239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5653231.000000 Penalty: 5285.907227
	Iteration 30Q: 3 clusters Score -5653231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5653230.500000 Penalty: 5285.907227
	Iteration 31Q: 3 clusters Score -5653230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5653230.500000 Penalty: 5285.907227
	Iteration 32Q: 3 clusters Score -5653230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5653227.500000 Penalty: 5285.907227
	Iteration 33Q: 3 clusters Score -5653228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5653229.000000 Penalty: 5285.907227
	Iteration 34Q: 3 clusters Score -5653229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5653226.000000 Penalty: 5285.907227
	Iteration 35Q: 3 clusters Score -5653226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5653221.000000 Penalty: 5285.907227
	Iteration 36Q: 3 clusters Score -5653221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5653224.500000 Penalty: 5285.907227
	Iteration 37Q: 3 clusters Score -5653224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5653224.500000 Penalty: 5285.907227
	Iteration 38Q: 3 clusters Score -5653224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5653225.500000 Penalty: 5285.907227
	Iteration 39Q: 3 clusters Score -5653226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5653228.000000 Penalty: 5285.907227
	Iteration 40F: 3 clusters Score -5653228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5653239.000000 Penalty: 5285.907227
	Iteration 41Q: 3 clusters Score -5653239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5653232.000000 Penalty: 5285.907227
	Iteration 42Q: 3 clusters Score -5653232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5653239.500000 Penalty: 5285.907227
	Iteration 43Q: 3 clusters Score -5653240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5653241.000000 Penalty: 5285.907227
	Iteration 44Q: 3 clusters Score -5653241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5653246.000000 Penalty: 5285.907227
	Iteration 45Q: 3 clusters Score -5653246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5653246.500000 Penalty: 5285.907227
	Iteration 46Q: 3 clusters Score -5653246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5653252.500000 Penalty: 5285.907227
	Iteration 47Q: 3 clusters Score -5653252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5653249.500000 Penalty: 5285.907227
	Iteration 48Q: 3 clusters Score -5653250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5653252.500000 Penalty: 5285.907227
	Iteration 49Q: 3 clusters Score -5653252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5653254.500000 Penalty: 5285.907227
	Iteration 50Q: 3 clusters Score -5653254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5653251.500000 Penalty: 5285.907227
	Iteration 51Q: 3 clusters Score -5653252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5653251.000000 Penalty: 5285.907227
	Iteration 52Q: 3 clusters Score -5653251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5653250.000000 Penalty: 5285.907227
	Iteration 53Q: 3 clusters Score -5653250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5653250.000000 Penalty: 5285.907227
	Iteration 54F: 3 clusters Score -5653250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -566967.250000 Penalty: 2085.693115
	Iteration 0F: 2 clusters Score -566967.2 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 2238 members 
Entering Unmasked Estep 
Score: -562812.625000 Penalty: 4171.386230
	Iteration 0F: 3 clusters Score -562812.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -563752.625000 Penalty: 4171.386230
	Iteration 1F: 3 clusters Score -563752.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -564024.687500 Penalty: 4171.386230
	Iteration 2F: 3 clusters Score -564024.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -564207.687500 Penalty: 4171.386230
	Iteration 3F: 3 clusters Score -564207.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -564316.437500 Penalty: 4171.386230
	Iteration 4Q: 3 clusters Score -564316.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -564390.125000 Penalty: 4171.386230
	Iteration 5Q: 3 clusters Score -564390.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -564453.187500 Penalty: 4171.386230
	Iteration 6Q: 3 clusters Score -564453.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -564503.500000 Penalty: 4171.386230
	Iteration 7Q: 3 clusters Score -564503.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -564551.625000 Penalty: 4171.386230
	Iteration 8Q: 3 clusters Score -564551.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -564593.750000 Penalty: 4171.386230
	Iteration 9Q: 3 clusters Score -564593.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -564623.187500 Penalty: 4171.386230
	Iteration 10Q: 3 clusters Score -564623.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -564645.937500 Penalty: 4171.386230
	Iteration 11Q: 3 clusters Score -564645.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -564667.000000 Penalty: 4171.386230
	Iteration 12Q: 3 clusters Score -564667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -564692.062500 Penalty: 4171.386230
	Iteration 13Q: 3 clusters Score -564692.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -564721.937500 Penalty: 4171.386230
	Iteration 14Q: 3 clusters Score -564721.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -564751.562500 Penalty: 4171.386230
	Iteration 15Q: 3 clusters Score -564751.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -564776.000000 Penalty: 4171.386230
	Iteration 16Q: 3 clusters Score -564776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -564791.312500 Penalty: 4171.386230
	Iteration 17Q: 3 clusters Score -564791.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -564806.312500 Penalty: 4171.386230
	Iteration 18Q: 3 clusters Score -564806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -564815.312500 Penalty: 4171.386230
	Iteration 19Q: 3 clusters Score -564815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -564829.062500 Penalty: 4171.386230
	Iteration 20F: 3 clusters Score -564829.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -564839.125000 Penalty: 4171.386230
	Iteration 21Q: 3 clusters Score -564839.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -564850.062500 Penalty: 4171.386230
	Iteration 22Q: 3 clusters Score -564850.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -564856.812500 Penalty: 4171.386230
	Iteration 23Q: 3 clusters Score -564856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -564863.062500 Penalty: 4171.386230
	Iteration 24Q: 3 clusters Score -564863.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -564868.687500 Penalty: 4171.386230
	Iteration 25Q: 3 clusters Score -564868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -564869.312500 Penalty: 4171.386230
	Iteration 26Q: 3 clusters Score -564869.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -564872.500000 Penalty: 4171.386230
	Iteration 27Q: 3 clusters Score -564872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -564875.250000 Penalty: 4171.386230
	Iteration 28Q: 3 clusters Score -564875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -564879.437500 Penalty: 4171.386230
	Iteration 29Q: 3 clusters Score -564879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -564883.375000 Penalty: 4171.386230
	Iteration 30Q: 3 clusters Score -564883.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -564887.437500 Penalty: 4171.386230
	Iteration 31Q: 3 clusters Score -564887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -564891.062500 Penalty: 4171.386230
	Iteration 32Q: 3 clusters Score -564891.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -564896.312500 Penalty: 4171.386230
	Iteration 33Q: 3 clusters Score -564896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -564898.250000 Penalty: 4171.386230
	Iteration 34Q: 3 clusters Score -564898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -564901.187500 Penalty: 4171.386230
	Iteration 35Q: 3 clusters Score -564901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -564902.875000 Penalty: 4171.386230
	Iteration 36Q: 3 clusters Score -564902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -564904.250000 Penalty: 4171.386230
	Iteration 37Q: 3 clusters Score -564904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -564907.125000 Penalty: 4171.386230
	Iteration 38Q: 3 clusters Score -564907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -564908.125000 Penalty: 4171.386230
	Iteration 39Q: 3 clusters Score -564908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -564909.687500 Penalty: 4171.386230
	Iteration 40F: 3 clusters Score -564909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -564913.062500 Penalty: 4171.386230
	Iteration 41Q: 3 clusters Score -564913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -564914.312500 Penalty: 4171.386230
	Iteration 42Q: 3 clusters Score -564914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -564916.562500 Penalty: 4171.386230
	Iteration 43Q: 3 clusters Score -564916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -564921.500000 Penalty: 4171.386230
	Iteration 44Q: 3 clusters Score -564921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -564924.562500 Penalty: 4171.386230
	Iteration 45Q: 3 clusters Score -564924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -564932.812500 Penalty: 4171.386230
	Iteration 46Q: 3 clusters Score -564932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -564936.000000 Penalty: 4171.386230
	Iteration 47Q: 3 clusters Score -564936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -564943.375000 Penalty: 4171.386230
	Iteration 48Q: 3 clusters Score -564943.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -564947.812500 Penalty: 4171.386230
	Iteration 49Q: 3 clusters Score -564947.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -564956.375000 Penalty: 4171.386230
	Iteration 50Q: 3 clusters Score -564956.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -564966.000000 Penalty: 4171.386230
	Iteration 51Q: 3 clusters Score -564966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -564977.500000 Penalty: 4171.386230
	Iteration 52Q: 3 clusters Score -564977.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -564990.250000 Penalty: 4171.386230
	Iteration 53Q: 3 clusters Score -564990.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -564999.625000 Penalty: 4171.386230
	Iteration 54Q: 3 clusters Score -564999.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -565008.875000 Penalty: 4171.386230
	Iteration 55Q: 3 clusters Score -565008.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -565016.812500 Penalty: 4171.386230
	Iteration 56Q: 3 clusters Score -565016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -565027.375000 Penalty: 4171.386230
	Iteration 57Q: 3 clusters Score -565027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -565036.437500 Penalty: 4171.386230
	Iteration 58Q: 3 clusters Score -565036.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -565042.687500 Penalty: 4171.386230
	Iteration 59Q: 3 clusters Score -565042.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -565049.625000 Penalty: 4171.386230
	Iteration 60F: 3 clusters Score -565049.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -565058.937500 Penalty: 4171.386230
	Iteration 61Q: 3 clusters Score -565058.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -565067.125000 Penalty: 4171.386230
	Iteration 62Q: 3 clusters Score -565067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -565071.187500 Penalty: 4171.386230
	Iteration 63Q: 3 clusters Score -565071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -565076.125000 Penalty: 4171.386230
	Iteration 64Q: 3 clusters Score -565076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -565082.687500 Penalty: 4171.386230
	Iteration 65Q: 3 clusters Score -565082.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -565086.500000 Penalty: 4171.386230
	Iteration 66Q: 3 clusters Score -565086.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -565094.875000 Penalty: 4171.386230
	Iteration 67Q: 3 clusters Score -565094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -565102.437500 Penalty: 4171.386230
	Iteration 68Q: 3 clusters Score -565102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -565111.187500 Penalty: 4171.386230
	Iteration 69Q: 3 clusters Score -565111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -565118.250000 Penalty: 4171.386230
	Iteration 70Q: 3 clusters Score -565118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -565123.187500 Penalty: 4171.386230
	Iteration 71Q: 3 clusters Score -565123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -565130.000000 Penalty: 4171.386230
	Iteration 72Q: 3 clusters Score -565130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -565133.625000 Penalty: 4171.386230
	Iteration 73Q: 3 clusters Score -565133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -565141.187500 Penalty: 4171.386230
	Iteration 74Q: 3 clusters Score -565141.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -565147.562500 Penalty: 4171.386230
	Iteration 75Q: 3 clusters Score -565147.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -565151.750000 Penalty: 4171.386230
	Iteration 76Q: 3 clusters Score -565151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -565155.312500 Penalty: 4171.386230
	Iteration 77Q: 3 clusters Score -565155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -565157.125000 Penalty: 4171.386230
	Iteration 78Q: 3 clusters Score -565157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -565160.187500 Penalty: 4171.386230
	Iteration 79Q: 3 clusters Score -565160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -565163.937500 Penalty: 4171.386230
	Iteration 80F: 3 clusters Score -565163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -565165.437500 Penalty: 4171.386230
	Iteration 81Q: 3 clusters Score -565165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -565169.625000 Penalty: 4171.386230
	Iteration 82Q: 3 clusters Score -565169.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -565170.250000 Penalty: 4171.386230
	Iteration 83Q: 3 clusters Score -565170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -565173.812500 Penalty: 4171.386230
	Iteration 84Q: 3 clusters Score -565173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -565174.437500 Penalty: 4171.386230
	Iteration 85Q: 3 clusters Score -565174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -565175.312500 Penalty: 4171.386230
	Iteration 86Q: 3 clusters Score -565175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -565175.312500 Penalty: 4171.386230
	Iteration 87F: 3 clusters Score -565175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -256943.031250 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -256943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -254359.765625 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -254359.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -254907.078125 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -254907.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255033.343750 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -255033.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255084.578125 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -255084.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255115.812500 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -255115.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -255151.234375 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -255151.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255180.906250 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -255180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -255202.062500 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -255202.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -255227.281250 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -255227.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -255238.671875 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -255238.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -255246.015625 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -255246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -255251.593750 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -255251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -255258.859375 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -255258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -255265.156250 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -255265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -255272.828125 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -255272.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -255279.859375 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -255279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -255284.921875 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -255284.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255293.125000 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -255293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -255302.921875 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -255302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -255314.578125 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -255314.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -255325.437500 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -255325.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -255333.031250 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -255333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -255339.968750 Penalty: 3771.533447
	Iteration 22Q: 3 clusters Score -255340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -255351.812500 Penalty: 3771.533447
	Iteration 23Q: 3 clusters Score -255351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -255364.640625 Penalty: 3771.533447
	Iteration 24Q: 3 clusters Score -255364.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -255380.234375 Penalty: 3771.533447
	Iteration 25Q: 3 clusters Score -255380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -255392.593750 Penalty: 3771.533447
	Iteration 26Q: 3 clusters Score -255392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -255400.640625 Penalty: 3771.533447
	Iteration 27Q: 3 clusters Score -255400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255409.781250 Penalty: 3771.533447
	Iteration 28Q: 3 clusters Score -255409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -255414.171875 Penalty: 3771.533447
	Iteration 29Q: 3 clusters Score -255414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -255418.078125 Penalty: 3771.533447
	Iteration 30Q: 3 clusters Score -255418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -255424.078125 Penalty: 3771.533447
	Iteration 31Q: 3 clusters Score -255424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -255428.921875 Penalty: 3771.533447
	Iteration 32Q: 3 clusters Score -255428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -255433.437500 Penalty: 3771.533447
	Iteration 33Q: 3 clusters Score -255433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -255437.296875 Penalty: 3771.533447
	Iteration 34Q: 3 clusters Score -255437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -255443.953125 Penalty: 3771.533447
	Iteration 35Q: 3 clusters Score -255444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -255449.046875 Penalty: 3771.533447
	Iteration 36Q: 3 clusters Score -255449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -255452.312500 Penalty: 3771.533447
	Iteration 37Q: 3 clusters Score -255452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -255456.031250 Penalty: 3771.533447
	Iteration 38Q: 3 clusters Score -255456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -255457.296875 Penalty: 3771.533447
	Iteration 39Q: 3 clusters Score -255457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -255460.156250 Penalty: 3771.533447
	Iteration 40F: 3 clusters Score -255460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -255461.937500 Penalty: 3771.533447
	Iteration 41Q: 3 clusters Score -255461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -255464.281250 Penalty: 3771.533447
	Iteration 42Q: 3 clusters Score -255464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -255465.859375 Penalty: 3771.533447
	Iteration 43Q: 3 clusters Score -255465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -255467.218750 Penalty: 3771.533447
	Iteration 44Q: 3 clusters Score -255467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -255469.484375 Penalty: 3771.533447
	Iteration 45Q: 3 clusters Score -255469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -255471.968750 Penalty: 3771.533447
	Iteration 46Q: 3 clusters Score -255472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -255474.968750 Penalty: 3771.533447
	Iteration 47Q: 3 clusters Score -255475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255476.687500 Penalty: 3771.533447
	Iteration 48Q: 3 clusters Score -255476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255476.828125 Penalty: 3771.533447
	Iteration 49Q: 3 clusters Score -255476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255476.828125 Penalty: 3771.533447
	Iteration 50F: 3 clusters Score -255476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -435141.156250 Penalty: 2020.240112
	Iteration 0F: 2 clusters Score -435141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -431567.281250 Penalty: 4040.480225
	Iteration 0F: 3 clusters Score -431567.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -432349.718750 Penalty: 4040.480225
	Iteration 1F: 3 clusters Score -432349.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -432551.718750 Penalty: 4040.480225
	Iteration 2F: 3 clusters Score -432551.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -432684.343750 Penalty: 4040.480225
	Iteration 3F: 3 clusters Score -432684.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -432786.343750 Penalty: 4040.480225
	Iteration 4Q: 3 clusters Score -432786.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -432850.218750 Penalty: 4040.480225
	Iteration 5Q: 3 clusters Score -432850.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -432903.593750 Penalty: 4040.480225
	Iteration 6Q: 3 clusters Score -432903.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -432971.093750 Penalty: 4040.480225
	Iteration 7Q: 3 clusters Score -432971.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -433016.812500 Penalty: 4040.480225
	Iteration 8Q: 3 clusters Score -433016.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -433042.218750 Penalty: 4040.480225
	Iteration 9Q: 3 clusters Score -433042.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -433061.156250 Penalty: 4040.480225
	Iteration 10Q: 3 clusters Score -433061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -433074.968750 Penalty: 4040.480225
	Iteration 11Q: 3 clusters Score -433075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -433089.531250 Penalty: 4040.480225
	Iteration 12Q: 3 clusters Score -433089.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -433100.687500 Penalty: 4040.480225
	Iteration 13Q: 3 clusters Score -433100.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -433113.656250 Penalty: 4040.480225
	Iteration 14Q: 3 clusters Score -433113.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -433123.625000 Penalty: 4040.480225
	Iteration 15Q: 3 clusters Score -433123.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -433132.187500 Penalty: 4040.480225
	Iteration 16Q: 3 clusters Score -433132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -433141.500000 Penalty: 4040.480225
	Iteration 17Q: 3 clusters Score -433141.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -433150.187500 Penalty: 4040.480225
	Iteration 18Q: 3 clusters Score -433150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -433155.312500 Penalty: 4040.480225
	Iteration 19Q: 3 clusters Score -433155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -433158.312500 Penalty: 4040.480225
	Iteration 20F: 3 clusters Score -433158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -433164.000000 Penalty: 4040.480225
	Iteration 21Q: 3 clusters Score -433164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -433169.406250 Penalty: 4040.480225
	Iteration 22Q: 3 clusters Score -433169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -433172.687500 Penalty: 4040.480225
	Iteration 23Q: 3 clusters Score -433172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -433173.906250 Penalty: 4040.480225
	Iteration 24Q: 3 clusters Score -433173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -433175.593750 Penalty: 4040.480225
	Iteration 25Q: 3 clusters Score -433175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -433175.968750 Penalty: 4040.480225
	Iteration 26Q: 3 clusters Score -433176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -433177.000000 Penalty: 4040.480225
	Iteration 27Q: 3 clusters Score -433177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -433178.156250 Penalty: 4040.480225
	Iteration 28Q: 3 clusters Score -433178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -433177.656250 Penalty: 4040.480225
	Iteration 29Q: 3 clusters Score -433177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -433178.531250 Penalty: 4040.480225
	Iteration 30Q: 3 clusters Score -433178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -433181.156250 Penalty: 4040.480225
	Iteration 31Q: 3 clusters Score -433181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -433182.937500 Penalty: 4040.480225
	Iteration 32Q: 3 clusters Score -433182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -433184.906250 Penalty: 4040.480225
	Iteration 33Q: 3 clusters Score -433184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -433186.343750 Penalty: 4040.480225
	Iteration 34Q: 3 clusters Score -433186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -433188.218750 Penalty: 4040.480225
	Iteration 35Q: 3 clusters Score -433188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -433190.281250 Penalty: 4040.480225
	Iteration 36Q: 3 clusters Score -433190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -433190.906250 Penalty: 4040.480225
	Iteration 37Q: 3 clusters Score -433190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -433192.750000 Penalty: 4040.480225
	Iteration 38Q: 3 clusters Score -433192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -433192.812500 Penalty: 4040.480225
	Iteration 39Q: 3 clusters Score -433192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -433193.812500 Penalty: 4040.480225
	Iteration 40F: 3 clusters Score -433193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -433194.843750 Penalty: 4040.480225
	Iteration 41Q: 3 clusters Score -433194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -433195.968750 Penalty: 4040.480225
	Iteration 42Q: 3 clusters Score -433196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433199.843750 Penalty: 4040.480225
	Iteration 43Q: 3 clusters Score -433199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -433203.593750 Penalty: 4040.480225
	Iteration 44Q: 3 clusters Score -433203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -433205.812500 Penalty: 4040.480225
	Iteration 45Q: 3 clusters Score -433205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -433210.187500 Penalty: 4040.480225
	Iteration 46Q: 3 clusters Score -433210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -433214.437500 Penalty: 4040.480225
	Iteration 47Q: 3 clusters Score -433214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -433216.625000 Penalty: 4040.480225
	Iteration 48Q: 3 clusters Score -433216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -433216.312500 Penalty: 4040.480225
	Iteration 49Q: 3 clusters Score -433216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -433217.781250 Penalty: 4040.480225
	Iteration 50Q: 3 clusters Score -433217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -433219.093750 Penalty: 4040.480225
	Iteration 51Q: 3 clusters Score -433219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -433219.750000 Penalty: 4040.480225
	Iteration 52Q: 3 clusters Score -433219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -433219.750000 Penalty: 4040.480225
	Iteration 53F: 3 clusters Score -433219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Entering Unmasked Estep 
Score: -9487674.000000 Penalty: 2771.834717
	Iteration 0F: 2 clusters Score -9487674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -9439925.000000 Penalty: 5543.669434
	Iteration 0F: 3 clusters Score -9439925 nChanged 33459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -9458398.000000 Penalty: 5543.669434
	Iteration 1F: 3 clusters Score -9458398 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -9459132.000000 Penalty: 5543.669434
	Iteration 2Q: 3 clusters Score -9459132 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -9460082.000000 Penalty: 5543.669434
	Iteration 3Q: 3 clusters Score -9460082 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9461356.000000 Penalty: 5543.669434
	Iteration 4Q: 3 clusters Score -9461356 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -9463150.000000 Penalty: 5543.669434
	Iteration 5F: 3 clusters Score -9463150 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -9465569.000000 Penalty: 5543.669434
	Iteration 6F: 3 clusters Score -9465569 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -9468228.000000 Penalty: 5543.669434
	Iteration 7F: 3 clusters Score -9468228 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -9470969.000000 Penalty: 5543.669434
	Iteration 8F: 3 clusters Score -9470969 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -9473274.000000 Penalty: 5543.669434
	Iteration 9F: 3 clusters Score -9473274 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -9475539.000000 Penalty: 5543.669434
	Iteration 10F: 3 clusters Score -9475539 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -9477418.000000 Penalty: 5543.669434
	Iteration 11Q: 3 clusters Score -9477418 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -9479338.000000 Penalty: 5543.669434
	Iteration 12Q: 3 clusters Score -9479338 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -9481179.000000 Penalty: 5543.669434
	Iteration 13Q: 3 clusters Score -9481179 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -9482689.000000 Penalty: 5543.669434
	Iteration 14Q: 3 clusters Score -9482689 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9483737.000000 Penalty: 5543.669434
	Iteration 15Q: 3 clusters Score -9483737 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9484389.000000 Penalty: 5543.669434
	Iteration 16Q: 3 clusters Score -9484389 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9484769.000000 Penalty: 5543.669434
	Iteration 17Q: 3 clusters Score -9484769 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9484985.000000 Penalty: 5543.669434
	Iteration 18Q: 3 clusters Score -9484985 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9485136.000000 Penalty: 5543.669434
	Iteration 19Q: 3 clusters Score -9485136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9485209.000000 Penalty: 5543.669434
	Iteration 20F: 3 clusters Score -9485209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9485251.000000 Penalty: 5543.669434
	Iteration 21Q: 3 clusters Score -9485251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9485291.000000 Penalty: 5543.669434
	Iteration 22Q: 3 clusters Score -9485291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9485325.000000 Penalty: 5543.669434
	Iteration 23Q: 3 clusters Score -9485325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9485316.000000 Penalty: 5543.669434
	Iteration 24Q: 3 clusters Score -9485316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9485332.000000 Penalty: 5543.669434
	Iteration 25Q: 3 clusters Score -9485332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9485346.000000 Penalty: 5543.669434
	Iteration 26Q: 3 clusters Score -9485346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9485372.000000 Penalty: 5543.669434
	Iteration 27Q: 3 clusters Score -9485372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9485366.000000 Penalty: 5543.669434
	Iteration 28Q: 3 clusters Score -9485366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9485380.000000 Penalty: 5543.669434
	Iteration 29Q: 3 clusters Score -9485380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9485390.000000 Penalty: 5543.669434
	Iteration 30Q: 3 clusters Score -9485390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9485407.000000 Penalty: 5543.669434
	Iteration 31Q: 3 clusters Score -9485407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9485410.000000 Penalty: 5543.669434
	Iteration 32Q: 3 clusters Score -9485410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9485419.000000 Penalty: 5543.669434
	Iteration 33Q: 3 clusters Score -9485419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9485421.000000 Penalty: 5543.669434
	Iteration 34Q: 3 clusters Score -9485421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9485433.000000 Penalty: 5543.669434
	Iteration 35Q: 3 clusters Score -9485433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9485438.000000 Penalty: 5543.669434
	Iteration 36Q: 3 clusters Score -9485438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9485437.000000 Penalty: 5543.669434
	Iteration 37Q: 3 clusters Score -9485437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9485444.000000 Penalty: 5543.669434
	Iteration 38Q: 3 clusters Score -9485444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9485443.000000 Penalty: 5543.669434
	Iteration 39Q: 3 clusters Score -9485443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9485440.000000 Penalty: 5543.669434
	Iteration 40F: 3 clusters Score -9485440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9485445.000000 Penalty: 5543.669434
	Iteration 41Q: 3 clusters Score -9485445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9485460.000000 Penalty: 5543.669434
	Iteration 42Q: 3 clusters Score -9485460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9485469.000000 Penalty: 5543.669434
	Iteration 43Q: 3 clusters Score -9485469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9485472.000000 Penalty: 5543.669434
	Iteration 44Q: 3 clusters Score -9485472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9485467.000000 Penalty: 5543.669434
	Iteration 45Q: 3 clusters Score -9485467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9485463.000000 Penalty: 5543.669434
	Iteration 46Q: 3 clusters Score -9485463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9485474.000000 Penalty: 5543.669434
	Iteration 47Q: 3 clusters Score -9485474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9485471.000000 Penalty: 5543.669434
	Iteration 48Q: 3 clusters Score -9485471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9485473.000000 Penalty: 5543.669434
	Iteration 49Q: 3 clusters Score -9485473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9485474.000000 Penalty: 5543.669434
	Iteration 50Q: 3 clusters Score -9485474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9485466.000000 Penalty: 5543.669434
	Iteration 51Q: 3 clusters Score -9485466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9485467.000000 Penalty: 5543.669434
	Iteration 52Q: 3 clusters Score -9485467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9485467.000000 Penalty: 5543.669434
	Iteration 53F: 3 clusters Score -9485467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -252219.609375 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -252219.6 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 1017 members 
Entering Unmasked Estep 
Score: -249557.078125 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -249557.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -250167.125000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -250167.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -250414.125000 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -250414.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250649.125000 Penalty: 3795.191406
	Iteration 3F: 3 clusters Score -250649.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -250959.453125 Penalty: 3795.191406
	Iteration 4F: 3 clusters Score -250959.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251313.859375 Penalty: 3795.191406
	Iteration 5F: 3 clusters Score -251313.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -251633.859375 Penalty: 3795.191406
	Iteration 6F: 3 clusters Score -251633.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -251778.421875 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -251778.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251835.203125 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -251835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251848.406250 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -251848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -251855.765625 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -251855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -251860.328125 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -251860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -251860.765625 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -251860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -251860.765625 Penalty: 3795.191406
	Iteration 13F: 3 clusters Score -251860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -822946.812500 Penalty: 2176.182861
	Iteration 0F: 2 clusters Score -822946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -817452.750000 Penalty: 4352.365723
	Iteration 0F: 3 clusters Score -817452.8 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -818920.937500 Penalty: 4352.365723
	Iteration 1F: 3 clusters Score -818920.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -819258.000000 Penalty: 4352.365723
	Iteration 2F: 3 clusters Score -819258 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -819531.750000 Penalty: 4352.365723
	Iteration 3F: 3 clusters Score -819531.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -819763.812500 Penalty: 4352.365723
	Iteration 4F: 3 clusters Score -819763.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -819980.187500 Penalty: 4352.365723
	Iteration 5Q: 3 clusters Score -819980.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -820190.500000 Penalty: 4352.365723
	Iteration 6Q: 3 clusters Score -820190.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -820379.062500 Penalty: 4352.365723
	Iteration 7Q: 3 clusters Score -820379.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -820535.375000 Penalty: 4352.365723
	Iteration 8Q: 3 clusters Score -820535.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -820682.750000 Penalty: 4352.365723
	Iteration 9Q: 3 clusters Score -820682.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -820792.125000 Penalty: 4352.365723
	Iteration 10Q: 3 clusters Score -820792.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -820875.687500 Penalty: 4352.365723
	Iteration 11Q: 3 clusters Score -820875.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -820959.187500 Penalty: 4352.365723
	Iteration 12Q: 3 clusters Score -820959.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -821043.937500 Penalty: 4352.365723
	Iteration 13Q: 3 clusters Score -821043.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -821103.250000 Penalty: 4352.365723
	Iteration 14Q: 3 clusters Score -821103.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -821145.750000 Penalty: 4352.365723
	Iteration 15Q: 3 clusters Score -821145.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -821176.000000 Penalty: 4352.365723
	Iteration 16Q: 3 clusters Score -821176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -821205.062500 Penalty: 4352.365723
	Iteration 17Q: 3 clusters Score -821205.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -821232.312500 Penalty: 4352.365723
	Iteration 18Q: 3 clusters Score -821232.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -821261.875000 Penalty: 4352.365723
	Iteration 19Q: 3 clusters Score -821261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -821286.250000 Penalty: 4352.365723
	Iteration 20F: 3 clusters Score -821286.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -821308.875000 Penalty: 4352.365723
	Iteration 21Q: 3 clusters Score -821308.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -821324.625000 Penalty: 4352.365723
	Iteration 22Q: 3 clusters Score -821324.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -821337.812500 Penalty: 4352.365723
	Iteration 23Q: 3 clusters Score -821337.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -821345.687500 Penalty: 4352.365723
	Iteration 24Q: 3 clusters Score -821345.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -821350.687500 Penalty: 4352.365723
	Iteration 25Q: 3 clusters Score -821350.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -821358.125000 Penalty: 4352.365723
	Iteration 26Q: 3 clusters Score -821358.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -821370.875000 Penalty: 4352.365723
	Iteration 27Q: 3 clusters Score -821370.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -821381.625000 Penalty: 4352.365723
	Iteration 28Q: 3 clusters Score -821381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -821388.375000 Penalty: 4352.365723
	Iteration 29Q: 3 clusters Score -821388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -821395.187500 Penalty: 4352.365723
	Iteration 30Q: 3 clusters Score -821395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -821400.625000 Penalty: 4352.365723
	Iteration 31Q: 3 clusters Score -821400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -821400.437500 Penalty: 4352.365723
	Iteration 32Q: 3 clusters Score -821400.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -821404.875000 Penalty: 4352.365723
	Iteration 33Q: 3 clusters Score -821404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -821408.000000 Penalty: 4352.365723
	Iteration 34Q: 3 clusters Score -821408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -821411.812500 Penalty: 4352.365723
	Iteration 35Q: 3 clusters Score -821411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -821414.000000 Penalty: 4352.365723
	Iteration 36Q: 3 clusters Score -821414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -821415.375000 Penalty: 4352.365723
	Iteration 37Q: 3 clusters Score -821415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -821416.062500 Penalty: 4352.365723
	Iteration 38Q: 3 clusters Score -821416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -821416.312500 Penalty: 4352.365723
	Iteration 39Q: 3 clusters Score -821416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -821416.187500 Penalty: 4352.365723
	Iteration 40F: 3 clusters Score -821416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -821417.937500 Penalty: 4352.365723
	Iteration 41Q: 3 clusters Score -821417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -821417.937500 Penalty: 4352.365723
	Iteration 42Q: 3 clusters Score -821417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -821417.937500 Penalty: 4352.365723
	Iteration 43F: 3 clusters Score -821417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -994694.125000 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -994694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -988632.812500 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -988632.8 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -990352.750000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -990352.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -990737.750000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -990737.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -991124.812500 Penalty: 4428.013184
	Iteration 3F: 3 clusters Score -991124.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -991490.437500 Penalty: 4428.013184
	Iteration 4F: 3 clusters Score -991490.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -991823.000000 Penalty: 4428.013184
	Iteration 5F: 3 clusters Score -991823 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -992113.687500 Penalty: 4428.013184
	Iteration 6F: 3 clusters Score -992113.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -992351.562500 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -992351.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -992489.000000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -992489 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -992574.125000 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -992574.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -992637.625000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -992637.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -992671.000000 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -992671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -992686.937500 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -992686.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -992696.812500 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -992696.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -992709.375000 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -992709.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -992717.312500 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -992717.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -992720.187500 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -992720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -992721.687500 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -992721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -992723.937500 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -992723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -992726.125000 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -992726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -992726.062500 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -992726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -992729.437500 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -992729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -992729.000000 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -992729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -992729.125000 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -992729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -992728.812500 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -992728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -992730.750000 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -992730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -992732.625000 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -992732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -992732.750000 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -992732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -992730.875000 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -992730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -992730.875000 Penalty: 4428.013184
	Iteration 29F: 3 clusters Score -992730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 65723 members 
Mstep: Class 6 contains 204469 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21825 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 231268 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17295 members 
Mstep: Class 17 contains 108655 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134533 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85345 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21088 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 42492 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71450 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100560.000000 Penalty: 126379.453125
Iteration 239Q: 37 clusters Score -1.811006e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 65727 members 
Mstep: Class 6 contains 204539 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21829 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 231282 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 108680 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134487 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85352 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 91780 members 
Mstep: Class 29 contains 42419 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 34 contains 71448 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100544.000000 Penalty: 126379.453125
Iteration 240F: 37 clusters Score -1.811005e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12592 members 
Mstep: Class 5 contains 65728 members 
Mstep: Class 6 contains 204604 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 21833 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 15246 members 
Mstep: Class 14 contains 231305 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17297 members 
Mstep: Class 17 contains 108717 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 134423 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85345 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21100 members 
Mstep: Class 28 contains 91780 members 
Mstep: Class 29 contains 42355 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 34 contains 71446 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100544.000000 Penalty: 126379.453125
Iteration 241Q: 37 clusters Score -1.811005e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 65732 members 
Mstep: Class 6 contains 204679 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 15245 members 
Mstep: Class 14 contains 231321 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 108749 members 
Mstep: Class 18 contains 127039 members 
Mstep: Class 19 contains 134381 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 85335 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21105 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 42258 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3453 members 
Mstep: Class 34 contains 71447 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100368.000000 Penalty: 126379.453125
Iteration 242Q: 37 clusters Score -1.811004e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12592 members 
Mstep: Class 5 contains 65732 members 
Mstep: Class 6 contains 204772 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 21844 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 231339 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 108786 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134326 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 85333 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21109 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 42150 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 34 contains 71448 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100352.000000 Penalty: 126379.453125
Iteration 243Q: 37 clusters Score -1.811004e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12592 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 204876 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21852 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 231348 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 108804 members 
Mstep: Class 18 contains 127037 members 
Mstep: Class 19 contains 134288 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 85341 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21113 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 42032 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 34 contains 71446 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100176.000000 Penalty: 126379.453125
Iteration 244Q: 37 clusters Score -1.811002e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12591 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 204925 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 231364 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 108833 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 134262 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 85355 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21115 members 
Mstep: Class 28 contains 91783 members 
Mstep: Class 29 contains 41939 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 34 contains 71441 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100336.000000 Penalty: 126379.453125
Iteration 245Q: 37 clusters Score -1.811003e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12591 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 205000 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231371 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 108857 members 
Mstep: Class 18 contains 127038 members 
Mstep: Class 19 contains 134217 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18967 members 
Mstep: Class 23 contains 85368 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21118 members 
Mstep: Class 28 contains 91784 members 
Mstep: Class 29 contains 41854 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 34 contains 71440 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100352.000000 Penalty: 126379.453125
Iteration 246Q: 37 clusters Score -1.811004e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12591 members 
Mstep: Class 5 contains 65735 members 
Mstep: Class 6 contains 205089 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21870 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231379 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17297 members 
Mstep: Class 17 contains 108886 members 
Mstep: Class 18 contains 127039 members 
Mstep: Class 19 contains 134167 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 85372 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21121 members 
Mstep: Class 28 contains 91785 members 
Mstep: Class 29 contains 41763 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100432.000000 Penalty: 126379.453125
Iteration 247Q: 37 clusters Score -1.811004e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 205172 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21869 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231387 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17301 members 
Mstep: Class 17 contains 108908 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 134124 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 85379 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21125 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 41680 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 34 contains 71437 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100432.000000 Penalty: 126379.453125
Iteration 248Q: 37 clusters Score -1.811004e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 205256 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21872 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231393 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 108933 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 134081 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 85389 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21126 members 
Mstep: Class 28 contains 91785 members 
Mstep: Class 29 contains 41586 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71438 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6475 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100256.000000 Penalty: 126379.453125
Iteration 249Q: 37 clusters Score -1.811003e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 205343 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231403 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 108967 members 
Mstep: Class 18 contains 127041 members 
Mstep: Class 19 contains 134054 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 85401 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21125 members 
Mstep: Class 28 contains 91784 members 
Mstep: Class 29 contains 41470 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71435 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100192.000000 Penalty: 126379.453125
Iteration 250Q: 37 clusters Score -1.811002e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 205430 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21874 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231408 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17307 members 
Mstep: Class 17 contains 108999 members 
Mstep: Class 18 contains 127042 members 
Mstep: Class 19 contains 134029 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 85416 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21127 members 
Mstep: Class 28 contains 91784 members 
Mstep: Class 29 contains 41348 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100192.000000 Penalty: 126379.453125
Iteration 251Q: 37 clusters Score -1.811002e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65732 members 
Mstep: Class 6 contains 205515 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21875 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8685 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231418 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17309 members 
Mstep: Class 17 contains 109024 members 
Mstep: Class 18 contains 127044 members 
Mstep: Class 19 contains 133990 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 85423 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21132 members 
Mstep: Class 28 contains 91785 members 
Mstep: Class 29 contains 41246 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 34 contains 71431 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100144.000000 Penalty: 126379.453125
Iteration 252Q: 37 clusters Score -1.811001e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65732 members 
Mstep: Class 6 contains 205594 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21878 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8683 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231429 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17311 members 
Mstep: Class 17 contains 109037 members 
Mstep: Class 18 contains 127045 members 
Mstep: Class 19 contains 133957 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 85425 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21137 members 
Mstep: Class 28 contains 91786 members 
Mstep: Class 29 contains 41158 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 34 contains 71431 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100128.000000 Penalty: 126379.453125
Iteration 253Q: 37 clusters Score -1.811001e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 205664 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231436 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17315 members 
Mstep: Class 17 contains 109062 members 
Mstep: Class 18 contains 127046 members 
Mstep: Class 19 contains 133920 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 85429 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21139 members 
Mstep: Class 28 contains 91787 members 
Mstep: Class 29 contains 41078 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 34 contains 71433 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100032.000000 Penalty: 126379.453125
Iteration 254Q: 37 clusters Score -1.811e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12588 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 205714 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 21881 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231437 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17318 members 
Mstep: Class 17 contains 109092 members 
Mstep: Class 18 contains 127047 members 
Mstep: Class 19 contains 133880 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 85431 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21142 members 
Mstep: Class 28 contains 91789 members 
Mstep: Class 29 contains 41018 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099936.000000 Penalty: 126379.453125
Iteration 255Q: 37 clusters Score -1.810999e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12588 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 205771 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 21884 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 8681 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231442 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 17320 members 
Mstep: Class 17 contains 109129 members 
Mstep: Class 18 contains 127047 members 
Mstep: Class 19 contains 133848 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 85433 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21144 members 
Mstep: Class 28 contains 91792 members 
Mstep: Class 29 contains 40930 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 34 contains 71434 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100032.000000 Penalty: 126379.453125
Iteration 256Q: 37 clusters Score -1.811e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12588 members 
Mstep: Class 5 contains 65735 members 
Mstep: Class 6 contains 205837 members 
Mstep: Class 7 contains 20584 members 
Mstep: Class 8 contains 21888 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231459 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 109153 members 
Mstep: Class 18 contains 127046 members 
Mstep: Class 19 contains 133828 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 85439 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21146 members 
Mstep: Class 28 contains 91792 members 
Mstep: Class 29 contains 40834 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 34 contains 71433 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100080.000000 Penalty: 126379.453125
Iteration 257Q: 37 clusters Score -1.811001e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12588 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 205902 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 21892 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8677 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231466 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 17323 members 
Mstep: Class 17 contains 109178 members 
Mstep: Class 18 contains 127047 members 
Mstep: Class 19 contains 133816 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 85438 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21150 members 
Mstep: Class 28 contains 91797 members 
Mstep: Class 29 contains 40735 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 34 contains 71429 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6498 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100032.000000 Penalty: 126379.453125
Iteration 258Q: 37 clusters Score -1.811e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12588 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 205981 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231469 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 109203 members 
Mstep: Class 18 contains 127048 members 
Mstep: Class 19 contains 133801 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 85439 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21152 members 
Mstep: Class 28 contains 91796 members 
Mstep: Class 29 contains 40635 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 34 contains 71425 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099840.000000 Penalty: 126379.453125
Iteration 259Q: 37 clusters Score -1.810998e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 65739 members 
Mstep: Class 6 contains 206057 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 21892 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8672 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 231468 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17329 members 
Mstep: Class 17 contains 109224 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 133772 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 85449 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21154 members 
Mstep: Class 28 contains 91801 members 
Mstep: Class 29 contains 40544 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 34 contains 71421 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6508 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100048.000000 Penalty: 126379.453125
Iteration 260F: 37 clusters Score -1.811e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 206142 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 21889 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8669 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231473 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17331 members 
Mstep: Class 17 contains 109236 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133744 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 85452 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21154 members 
Mstep: Class 28 contains 91802 members 
Mstep: Class 29 contains 40461 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 34 contains 71420 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6515 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100144.000000 Penalty: 126379.453125
Iteration 261Q: 37 clusters Score -1.811001e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 206236 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 21891 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8666 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 231472 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 109255 members 
Mstep: Class 18 contains 127053 members 
Mstep: Class 19 contains 133716 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 85451 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21156 members 
Mstep: Class 28 contains 91801 members 
Mstep: Class 29 contains 40369 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 34 contains 71413 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6524 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100064.000000 Penalty: 126379.453125
Iteration 262Q: 37 clusters Score -1.811001e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 206354 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 231476 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17336 members 
Mstep: Class 17 contains 109283 members 
Mstep: Class 18 contains 127054 members 
Mstep: Class 19 contains 133687 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 85457 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21157 members 
Mstep: Class 28 contains 91799 members 
Mstep: Class 29 contains 40232 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71413 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6527 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099968.000000 Penalty: 126379.453125
Iteration 263Q: 37 clusters Score -1.811e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12586 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 206446 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 21895 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 15237 members 
Mstep: Class 14 contains 231488 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17337 members 
Mstep: Class 17 contains 109316 members 
Mstep: Class 18 contains 127053 members 
Mstep: Class 19 contains 133680 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 85464 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21160 members 
Mstep: Class 28 contains 91795 members 
Mstep: Class 29 contains 40093 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71411 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6531 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099968.000000 Penalty: 126379.453125
Iteration 264Q: 37 clusters Score -1.811e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 206542 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231498 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 109358 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133674 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 85468 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 91795 members 
Mstep: Class 29 contains 39943 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71410 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6534 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099968.000000 Penalty: 126379.453125
Iteration 265Q: 37 clusters Score -1.811e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65737 members 
Mstep: Class 6 contains 206629 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 21892 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231520 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17340 members 
Mstep: Class 17 contains 109394 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 133664 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 85468 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21169 members 
Mstep: Class 28 contains 91795 members 
Mstep: Class 29 contains 39808 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71407 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6535 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099968.000000 Penalty: 126379.453125
Iteration 266Q: 37 clusters Score -1.811e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65737 members 
Mstep: Class 6 contains 206732 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21890 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231534 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 109416 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 133644 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 85470 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21175 members 
Mstep: Class 28 contains 91791 members 
Mstep: Class 29 contains 39685 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6536 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100192.000000 Penalty: 126379.453125
Iteration 267Q: 37 clusters Score -1.811002e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 206830 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21890 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231544 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 109437 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 133624 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18979 members 
Mstep: Class 23 contains 85474 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21180 members 
Mstep: Class 28 contains 91787 members 
Mstep: Class 29 contains 39560 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6536 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100144.000000 Penalty: 126379.453125
Iteration 268Q: 37 clusters Score -1.811001e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 206904 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21890 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231568 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17346 members 
Mstep: Class 17 contains 109449 members 
Mstep: Class 18 contains 127050 members 
Mstep: Class 19 contains 133613 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 85475 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21182 members 
Mstep: Class 28 contains 91785 members 
Mstep: Class 29 contains 39456 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6536 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100240.000000 Penalty: 126379.453125
Iteration 269Q: 37 clusters Score -1.811002e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207002 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21896 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8662 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231584 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 109470 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133589 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 85482 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21183 members 
Mstep: Class 28 contains 91781 members 
Mstep: Class 29 contains 39336 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6536 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100048.000000 Penalty: 126379.453125
Iteration 270Q: 37 clusters Score -1.811e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65739 members 
Mstep: Class 6 contains 207114 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231598 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 109482 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 133559 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 85490 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21181 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 39221 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6535 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100144.000000 Penalty: 126379.453125
Iteration 271Q: 37 clusters Score -1.811001e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65737 members 
Mstep: Class 6 contains 207226 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21890 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8662 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231603 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 109507 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 133539 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18985 members 
Mstep: Class 23 contains 85495 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21180 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 39098 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71399 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6534 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100128.000000 Penalty: 126379.453125
Iteration 272Q: 37 clusters Score -1.811001e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 207329 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8660 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231609 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17350 members 
Mstep: Class 17 contains 109526 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 133516 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 85505 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21180 members 
Mstep: Class 28 contains 91779 members 
Mstep: Class 29 contains 38990 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71397 members 
Mstep: Class 35 contains 2101 members 
Mstep: Class 36 contains 6534 members 
Mstep: Class 37 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099888.000000 Penalty: 126379.453125
Iteration 273Q: 37 clusters Score -1.810999e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 207423 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21883 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8658 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231624 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 109539 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 133494 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 85511 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21180 members 
Mstep: Class 28 contains 91779 members 
Mstep: Class 29 contains 38874 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71395 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6535 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099888.000000 Penalty: 126379.453125
Iteration 274Q: 37 clusters Score -1.810999e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 207510 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21883 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231636 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17350 members 
Mstep: Class 17 contains 109573 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133464 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18984 members 
Mstep: Class 23 contains 85526 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21183 members 
Mstep: Class 28 contains 91775 members 
Mstep: Class 29 contains 38756 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71392 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099904.000000 Penalty: 126379.453125
Iteration 275Q: 37 clusters Score -1.810999e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 207590 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21884 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 231652 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 109596 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133442 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 85534 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 91774 members 
Mstep: Class 29 contains 38655 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099744.000000 Penalty: 126379.453125
Iteration 276Q: 37 clusters Score -1.810997e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 207662 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21887 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231667 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17352 members 
Mstep: Class 17 contains 109607 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133411 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18984 members 
Mstep: Class 23 contains 85542 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21185 members 
Mstep: Class 28 contains 91771 members 
Mstep: Class 29 contains 38579 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71386 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099664.000000 Penalty: 126379.453125
Iteration 277Q: 37 clusters Score -1.810997e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207728 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21887 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 231677 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 109619 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133385 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18985 members 
Mstep: Class 23 contains 85553 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21186 members 
Mstep: Class 28 contains 91771 members 
Mstep: Class 29 contains 38503 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 34 contains 71389 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6539 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099568.000000 Penalty: 126379.453125
Iteration 278Q: 37 clusters Score -1.810996e+08 nChanged 260
Entering ConstructFrom: 
Score: -181099568.000000 Penalty: 126379.453125
Entering ConstructFrom: 
Trying to split cluster 1 (33128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Entering Unmasked Estep 
Score: -4337634.500000 Penalty: 2581.217285
	Iteration 0F: 2 clusters Score -4337634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4314985.000000 Penalty: 5162.434570
	Iteration 0F: 3 clusters Score -4314985 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4323273.000000 Penalty: 5162.434570
	Iteration 1F: 3 clusters Score -4323273 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4323790.500000 Penalty: 5162.434570
	Iteration 2Q: 3 clusters Score -4323790 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4324310.000000 Penalty: 5162.434570
	Iteration 3Q: 3 clusters Score -4324310 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4324902.000000 Penalty: 5162.434570
	Iteration 4Q: 3 clusters Score -4324902 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4325609.000000 Penalty: 5162.434570
	Iteration 5Q: 3 clusters Score -4325609 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4326534.000000 Penalty: 5162.434570
	Iteration 6Q: 3 clusters Score -4326534 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4327647.500000 Penalty: 5162.434570
	Iteration 7F: 3 clusters Score -4327648 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4328819.500000 Penalty: 5162.434570
	Iteration 8F: 3 clusters Score -4328820 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4329717.000000 Penalty: 5162.434570
	Iteration 9F: 3 clusters Score -4329717 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4330312.500000 Penalty: 5162.434570
	Iteration 10Q: 3 clusters Score -4330312 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4330657.000000 Penalty: 5162.434570
	Iteration 11Q: 3 clusters Score -4330657 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4330870.000000 Penalty: 5162.434570
	Iteration 12Q: 3 clusters Score -4330870 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4330997.000000 Penalty: 5162.434570
	Iteration 13Q: 3 clusters Score -4330997 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4331102.500000 Penalty: 5162.434570
	Iteration 14Q: 3 clusters Score -4331102 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4331219.000000 Penalty: 5162.434570
	Iteration 15Q: 3 clusters Score -4331219 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4331299.500000 Penalty: 5162.434570
	Iteration 16Q: 3 clusters Score -4331300 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4331363.000000 Penalty: 5162.434570
	Iteration 17Q: 3 clusters Score -4331363 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4331447.000000 Penalty: 5162.434570
	Iteration 18Q: 3 clusters Score -4331447 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4331564.000000 Penalty: 5162.434570
	Iteration 19Q: 3 clusters Score -4331564 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4331663.500000 Penalty: 5162.434570
	Iteration 20F: 3 clusters Score -4331664 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -4331764.000000 Penalty: 5162.434570
	Iteration 21Q: 3 clusters Score -4331764 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4331918.500000 Penalty: 5162.434570
	Iteration 22Q: 3 clusters Score -4331918 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4332071.500000 Penalty: 5162.434570
	Iteration 23Q: 3 clusters Score -4332072 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4332265.500000 Penalty: 5162.434570
	Iteration 24Q: 3 clusters Score -4332266 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4332503.500000 Penalty: 5162.434570
	Iteration 25Q: 3 clusters Score -4332504 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4332784.000000 Penalty: 5162.434570
	Iteration 26Q: 3 clusters Score -4332784 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4333089.000000 Penalty: 5162.434570
	Iteration 27Q: 3 clusters Score -4333089 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4333410.500000 Penalty: 5162.434570
	Iteration 28Q: 3 clusters Score -4333410 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4333743.500000 Penalty: 5162.434570
	Iteration 29Q: 3 clusters Score -4333744 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4334068.500000 Penalty: 5162.434570
	Iteration 30Q: 3 clusters Score -4334068 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4334292.000000 Penalty: 5162.434570
	Iteration 31Q: 3 clusters Score -4334292 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4334507.500000 Penalty: 5162.434570
	Iteration 32Q: 3 clusters Score -4334508 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4334681.000000 Penalty: 5162.434570
	Iteration 33Q: 3 clusters Score -4334681 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4334852.500000 Penalty: 5162.434570
	Iteration 34Q: 3 clusters Score -4334852 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4334973.000000 Penalty: 5162.434570
	Iteration 35Q: 3 clusters Score -4334973 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4335050.000000 Penalty: 5162.434570
	Iteration 36Q: 3 clusters Score -4335050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4335135.500000 Penalty: 5162.434570
	Iteration 37Q: 3 clusters Score -4335136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4335209.000000 Penalty: 5162.434570
	Iteration 38Q: 3 clusters Score -4335209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4335264.000000 Penalty: 5162.434570
	Iteration 39Q: 3 clusters Score -4335264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4335314.500000 Penalty: 5162.434570
	Iteration 40F: 3 clusters Score -4335314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4335360.500000 Penalty: 5162.434570
	Iteration 41Q: 3 clusters Score -4335360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4335390.000000 Penalty: 5162.434570
	Iteration 42Q: 3 clusters Score -4335390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4335415.000000 Penalty: 5162.434570
	Iteration 43Q: 3 clusters Score -4335415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4335441.500000 Penalty: 5162.434570
	Iteration 44Q: 3 clusters Score -4335442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4335465.500000 Penalty: 5162.434570
	Iteration 45Q: 3 clusters Score -4335466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4335489.000000 Penalty: 5162.434570
	Iteration 46Q: 3 clusters Score -4335489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4335498.000000 Penalty: 5162.434570
	Iteration 47Q: 3 clusters Score -4335498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4335529.000000 Penalty: 5162.434570
	Iteration 48Q: 3 clusters Score -4335529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4335535.000000 Penalty: 5162.434570
	Iteration 49Q: 3 clusters Score -4335535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4335556.500000 Penalty: 5162.434570
	Iteration 50Q: 3 clusters Score -4335556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4335559.000000 Penalty: 5162.434570
	Iteration 51Q: 3 clusters Score -4335559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4335568.000000 Penalty: 5162.434570
	Iteration 52Q: 3 clusters Score -4335568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4335569.000000 Penalty: 5162.434570
	Iteration 53Q: 3 clusters Score -4335569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4335575.000000 Penalty: 5162.434570
	Iteration 54Q: 3 clusters Score -4335575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4335581.000000 Penalty: 5162.434570
	Iteration 55Q: 3 clusters Score -4335581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4335589.500000 Penalty: 5162.434570
	Iteration 56Q: 3 clusters Score -4335590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4335586.500000 Penalty: 5162.434570
	Iteration 57Q: 3 clusters Score -4335586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4335585.000000 Penalty: 5162.434570
	Iteration 58Q: 3 clusters Score -4335585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4335589.000000 Penalty: 5162.434570
	Iteration 59Q: 3 clusters Score -4335589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4335594.000000 Penalty: 5162.434570
	Iteration 60F: 3 clusters Score -4335594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4335590.000000 Penalty: 5162.434570
	Iteration 61Q: 3 clusters Score -4335590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4335589.500000 Penalty: 5162.434570
	Iteration 62Q: 3 clusters Score -4335590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4335597.500000 Penalty: 5162.434570
	Iteration 63Q: 3 clusters Score -4335598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4335603.500000 Penalty: 5162.434570
	Iteration 64Q: 3 clusters Score -4335604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4335601.000000 Penalty: 5162.434570
	Iteration 65Q: 3 clusters Score -4335601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4335608.000000 Penalty: 5162.434570
	Iteration 66Q: 3 clusters Score -4335608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4335610.000000 Penalty: 5162.434570
	Iteration 67Q: 3 clusters Score -4335610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4335613.000000 Penalty: 5162.434570
	Iteration 68Q: 3 clusters Score -4335613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4335613.000000 Penalty: 5162.434570
	Iteration 69Q: 3 clusters Score -4335613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4335613.000000 Penalty: 5162.434570
	Iteration 70Q: 3 clusters Score -4335613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4335615.000000 Penalty: 5162.434570
	Iteration 71Q: 3 clusters Score -4335615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4335611.000000 Penalty: 5162.434570
	Iteration 72Q: 3 clusters Score -4335611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4335615.500000 Penalty: 5162.434570
	Iteration 73Q: 3 clusters Score -4335616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4335618.500000 Penalty: 5162.434570
	Iteration 74Q: 3 clusters Score -4335618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4335615.500000 Penalty: 5162.434570
	Iteration 75Q: 3 clusters Score -4335616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4335617.500000 Penalty: 5162.434570
	Iteration 76Q: 3 clusters Score -4335618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4335620.500000 Penalty: 5162.434570
	Iteration 77Q: 3 clusters Score -4335620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4335620.000000 Penalty: 5162.434570
	Iteration 78Q: 3 clusters Score -4335620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4335620.000000 Penalty: 5162.434570
	Iteration 79Q: 3 clusters Score -4335620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4335620.000000 Penalty: 5162.434570
	Iteration 80F: 3 clusters Score -4335620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -374747.937500 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -374747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -371425.156250 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -371425.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -372422.187500 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -372422.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -372798.812500 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -372798.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -373091.656250 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -373091.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -373331.468750 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -373331.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -373519.031250 Penalty: 4012.991455
	Iteration 5F: 3 clusters Score -373519 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -373648.093750 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -373648.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -373728.843750 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -373728.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -373791.718750 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -373791.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -373828.593750 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -373828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373853.531250 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -373853.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -373879.843750 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -373879.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -373903.500000 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -373903.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -373920.312500 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -373920.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -373934.593750 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -373934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -373948.000000 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -373948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -373958.375000 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -373958.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -373968.343750 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -373968.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -373980.750000 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -373980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -373990.250000 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -373990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -373994.468750 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -373994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -373997.968750 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -373998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -374001.843750 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -374001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -374003.625000 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -374003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -374008.343750 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -374008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -374014.906250 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -374014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -374025.281250 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -374025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -374037.812500 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -374037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -374047.937500 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -374047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -374056.437500 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -374056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -374064.250000 Penalty: 4012.991455
	Iteration 30Q: 3 clusters Score -374064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -374067.750000 Penalty: 4012.991455
	Iteration 31Q: 3 clusters Score -374067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -374069.593750 Penalty: 4012.991455
	Iteration 32Q: 3 clusters Score -374069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -374070.531250 Penalty: 4012.991455
	Iteration 33Q: 3 clusters Score -374070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -374072.000000 Penalty: 4012.991455
	Iteration 34Q: 3 clusters Score -374072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -374072.000000 Penalty: 4012.991455
	Iteration 35F: 3 clusters Score -374072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77551.109375 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77551.11 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77729.468750 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77729.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77782.046875 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -77782.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77805.773438 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77805.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77824.382812 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77824.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77833.343750 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77833.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77839.031250 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77839.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77846.148438 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -77846.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77848.210938 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -77848.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77850.078125 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -77850.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77850.078125 Penalty: 3186.735107
	Iteration 10F: 3 clusters Score -77850.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Entering Unmasked Estep 
Score: -1654871.500000 Penalty: 2341.125488
	Iteration 0F: 2 clusters Score -1654872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1645590.875000 Penalty: 4682.250977
	Iteration 0F: 3 clusters Score -1645591 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1648419.000000 Penalty: 4682.250977
	Iteration 1F: 3 clusters Score -1648419 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1648834.500000 Penalty: 4682.250977
	Iteration 2F: 3 clusters Score -1648834 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1649168.125000 Penalty: 4682.250977
	Iteration 3F: 3 clusters Score -1649168 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1649461.125000 Penalty: 4682.250977
	Iteration 4Q: 3 clusters Score -1649461 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1649755.250000 Penalty: 4682.250977
	Iteration 5Q: 3 clusters Score -1649755 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1650056.500000 Penalty: 4682.250977
	Iteration 6Q: 3 clusters Score -1650056 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1650335.750000 Penalty: 4682.250977
	Iteration 7Q: 3 clusters Score -1650336 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1650584.875000 Penalty: 4682.250977
	Iteration 8Q: 3 clusters Score -1650585 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1650830.625000 Penalty: 4682.250977
	Iteration 9Q: 3 clusters Score -1650831 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1651092.125000 Penalty: 4682.250977
	Iteration 10Q: 3 clusters Score -1651092 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1651330.625000 Penalty: 4682.250977
	Iteration 11Q: 3 clusters Score -1651331 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1651556.125000 Penalty: 4682.250977
	Iteration 12Q: 3 clusters Score -1651556 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1651771.375000 Penalty: 4682.250977
	Iteration 13Q: 3 clusters Score -1651771 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1651956.625000 Penalty: 4682.250977
	Iteration 14Q: 3 clusters Score -1651957 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1652103.625000 Penalty: 4682.250977
	Iteration 15Q: 3 clusters Score -1652104 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1652229.750000 Penalty: 4682.250977
	Iteration 16Q: 3 clusters Score -1652230 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1652329.250000 Penalty: 4682.250977
	Iteration 17Q: 3 clusters Score -1652329 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1652402.750000 Penalty: 4682.250977
	Iteration 18Q: 3 clusters Score -1652403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1652457.500000 Penalty: 4682.250977
	Iteration 19Q: 3 clusters Score -1652458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1652497.375000 Penalty: 4682.250977
	Iteration 20F: 3 clusters Score -1652497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1652533.500000 Penalty: 4682.250977
	Iteration 21Q: 3 clusters Score -1652534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1652568.875000 Penalty: 4682.250977
	Iteration 22Q: 3 clusters Score -1652569 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1652593.625000 Penalty: 4682.250977
	Iteration 23Q: 3 clusters Score -1652594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1652628.625000 Penalty: 4682.250977
	Iteration 24Q: 3 clusters Score -1652629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1652657.500000 Penalty: 4682.250977
	Iteration 25Q: 3 clusters Score -1652658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1652682.375000 Penalty: 4682.250977
	Iteration 26Q: 3 clusters Score -1652682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1652705.750000 Penalty: 4682.250977
	Iteration 27Q: 3 clusters Score -1652706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1652723.750000 Penalty: 4682.250977
	Iteration 28Q: 3 clusters Score -1652724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1652763.750000 Penalty: 4682.250977
	Iteration 29Q: 3 clusters Score -1652764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1652782.750000 Penalty: 4682.250977
	Iteration 30Q: 3 clusters Score -1652783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1652799.375000 Penalty: 4682.250977
	Iteration 31Q: 3 clusters Score -1652799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1652815.625000 Penalty: 4682.250977
	Iteration 32Q: 3 clusters Score -1652816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1652826.000000 Penalty: 4682.250977
	Iteration 33Q: 3 clusters Score -1652826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1652844.000000 Penalty: 4682.250977
	Iteration 34Q: 3 clusters Score -1652844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1652857.750000 Penalty: 4682.250977
	Iteration 35Q: 3 clusters Score -1652858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1652863.875000 Penalty: 4682.250977
	Iteration 36Q: 3 clusters Score -1652864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1652868.500000 Penalty: 4682.250977
	Iteration 37Q: 3 clusters Score -1652868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1652874.000000 Penalty: 4682.250977
	Iteration 38Q: 3 clusters Score -1652874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1652879.750000 Penalty: 4682.250977
	Iteration 39Q: 3 clusters Score -1652880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1652882.625000 Penalty: 4682.250977
	Iteration 40F: 3 clusters Score -1652883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1652888.000000 Penalty: 4682.250977
	Iteration 41Q: 3 clusters Score -1652888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1652893.000000 Penalty: 4682.250977
	Iteration 42Q: 3 clusters Score -1652893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1652892.500000 Penalty: 4682.250977
	Iteration 43Q: 3 clusters Score -1652892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1652892.500000 Penalty: 4682.250977
	Iteration 44Q: 3 clusters Score -1652892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1652892.375000 Penalty: 4682.250977
	Iteration 45Q: 3 clusters Score -1652892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1652890.375000 Penalty: 4682.250977
	Iteration 46Q: 3 clusters Score -1652890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1652892.500000 Penalty: 4682.250977
	Iteration 47Q: 3 clusters Score -1652892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1652894.000000 Penalty: 4682.250977
	Iteration 48Q: 3 clusters Score -1652894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1652900.375000 Penalty: 4682.250977
	Iteration 49Q: 3 clusters Score -1652900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1652899.250000 Penalty: 4682.250977
	Iteration 50Q: 3 clusters Score -1652899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1652899.250000 Penalty: 4682.250977
	Iteration 51F: 3 clusters Score -1652899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Entering Unmasked Estep 
Score: -8693647.000000 Penalty: 2751.178711
	Iteration 0F: 2 clusters Score -8693647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -8649543.000000 Penalty: 5502.357422
	Iteration 0F: 3 clusters Score -8649543 nChanged 30656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -8666747.000000 Penalty: 5502.357422
	Iteration 1F: 3 clusters Score -8666747 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -8667401.000000 Penalty: 5502.357422
	Iteration 2Q: 3 clusters Score -8667401 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -8668023.000000 Penalty: 5502.357422
	Iteration 3Q: 3 clusters Score -8668023 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -8668703.000000 Penalty: 5502.357422
	Iteration 4Q: 3 clusters Score -8668703 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -8669490.000000 Penalty: 5502.357422
	Iteration 5Q: 3 clusters Score -8669490 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8670377.000000 Penalty: 5502.357422
	Iteration 6Q: 3 clusters Score -8670377 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -8671206.000000 Penalty: 5502.357422
	Iteration 7Q: 3 clusters Score -8671206 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -8672188.000000 Penalty: 5502.357422
	Iteration 8Q: 3 clusters Score -8672188 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -8673355.000000 Penalty: 5502.357422
	Iteration 9Q: 3 clusters Score -8673355 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -8674729.000000 Penalty: 5502.357422
	Iteration 10Q: 3 clusters Score -8674729 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -8676407.000000 Penalty: 5502.357422
	Iteration 11Q: 3 clusters Score -8676407 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -8678574.000000 Penalty: 5502.357422
	Iteration 12F: 3 clusters Score -8678574 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -8681010.000000 Penalty: 5502.357422
	Iteration 13F: 3 clusters Score -8681010 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8683582.000000 Penalty: 5502.357422
	Iteration 14F: 3 clusters Score -8683582 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -8686037.000000 Penalty: 5502.357422
	Iteration 15Q: 3 clusters Score -8686037 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -8688087.000000 Penalty: 5502.357422
	Iteration 16Q: 3 clusters Score -8688087 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8689495.000000 Penalty: 5502.357422
	Iteration 17Q: 3 clusters Score -8689495 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8690462.000000 Penalty: 5502.357422
	Iteration 18Q: 3 clusters Score -8690462 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8691105.000000 Penalty: 5502.357422
	Iteration 19Q: 3 clusters Score -8691105 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8691524.000000 Penalty: 5502.357422
	Iteration 20F: 3 clusters Score -8691524 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8691812.000000 Penalty: 5502.357422
	Iteration 21Q: 3 clusters Score -8691812 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8691980.000000 Penalty: 5502.357422
	Iteration 22Q: 3 clusters Score -8691980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8692109.000000 Penalty: 5502.357422
	Iteration 23Q: 3 clusters Score -8692109 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8692181.000000 Penalty: 5502.357422
	Iteration 24Q: 3 clusters Score -8692181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8692264.000000 Penalty: 5502.357422
	Iteration 25Q: 3 clusters Score -8692264 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8692333.000000 Penalty: 5502.357422
	Iteration 26Q: 3 clusters Score -8692333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8692365.000000 Penalty: 5502.357422
	Iteration 27Q: 3 clusters Score -8692365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8692412.000000 Penalty: 5502.357422
	Iteration 28Q: 3 clusters Score -8692412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8692466.000000 Penalty: 5502.357422
	Iteration 29Q: 3 clusters Score -8692466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8692500.000000 Penalty: 5502.357422
	Iteration 30Q: 3 clusters Score -8692500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8692536.000000 Penalty: 5502.357422
	Iteration 31Q: 3 clusters Score -8692536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8692553.000000 Penalty: 5502.357422
	Iteration 32Q: 3 clusters Score -8692553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8692618.000000 Penalty: 5502.357422
	Iteration 33Q: 3 clusters Score -8692618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8692645.000000 Penalty: 5502.357422
	Iteration 34Q: 3 clusters Score -8692645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8692653.000000 Penalty: 5502.357422
	Iteration 35Q: 3 clusters Score -8692653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8692679.000000 Penalty: 5502.357422
	Iteration 36Q: 3 clusters Score -8692679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8692691.000000 Penalty: 5502.357422
	Iteration 37Q: 3 clusters Score -8692691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8692693.000000 Penalty: 5502.357422
	Iteration 38Q: 3 clusters Score -8692693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8692694.000000 Penalty: 5502.357422
	Iteration 39Q: 3 clusters Score -8692694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8692703.000000 Penalty: 5502.357422
	Iteration 40F: 3 clusters Score -8692703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207803 members 
Entering Unmasked Estep 
Score: -27915098.000000 Penalty: 3036.597656
	Iteration 0F: 2 clusters Score -2.79151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -27800462.000000 Penalty: 6073.195312
	Iteration 0F: 3 clusters Score -2.780046e+07 nChanged 99910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -27859006.000000 Penalty: 6073.195312
	Iteration 1F: 3 clusters Score -2.785901e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -27861062.000000 Penalty: 6073.195312
	Iteration 2Q: 3 clusters Score -2.786106e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -27864478.000000 Penalty: 6073.195312
	Iteration 3Q: 3 clusters Score -2.786448e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -27870206.000000 Penalty: 6073.195312
	Iteration 4F: 3 clusters Score -2.787021e+07 nChanged 16076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -27879230.000000 Penalty: 6073.195312
	Iteration 5F: 3 clusters Score -2.787923e+07 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172239 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -27889826.000000 Penalty: 6073.195312
	Iteration 6F: 3 clusters Score -2.788983e+07 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -27898596.000000 Penalty: 6073.195312
	Iteration 7F: 3 clusters Score -2.78986e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197958 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -27904996.000000 Penalty: 6073.195312
	Iteration 8F: 3 clusters Score -2.7905e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203489 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -27908878.000000 Penalty: 6073.195312
	Iteration 9Q: 3 clusters Score -2.790888e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -27910890.000000 Penalty: 6073.195312
	Iteration 10Q: 3 clusters Score -2.791089e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206921 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -27911648.000000 Penalty: 6073.195312
	Iteration 11Q: 3 clusters Score -2.791165e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207260 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -27912024.000000 Penalty: 6073.195312
	Iteration 12Q: 3 clusters Score -2.791202e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27912158.000000 Penalty: 6073.195312
	Iteration 13Q: 3 clusters Score -2.791216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207441 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27912280.000000 Penalty: 6073.195312
	Iteration 14Q: 3 clusters Score -2.791228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27912354.000000 Penalty: 6073.195312
	Iteration 15Q: 3 clusters Score -2.791235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207478 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27912364.000000 Penalty: 6073.195312
	Iteration 16Q: 3 clusters Score -2.791236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207480 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27912376.000000 Penalty: 6073.195312
	Iteration 17Q: 3 clusters Score -2.791238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207483 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27912390.000000 Penalty: 6073.195312
	Iteration 18Q: 3 clusters Score -2.791239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207483 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27912390.000000 Penalty: 6073.195312
	Iteration 19F: 3 clusters Score -2.791239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Entering Unmasked Estep 
Score: -2534342.500000 Penalty: 2463.094482
	Iteration 0F: 2 clusters Score -2534342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2519870.750000 Penalty: 4926.188965
	Iteration 0F: 3 clusters Score -2519871 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2524748.000000 Penalty: 4926.188965
	Iteration 1F: 3 clusters Score -2524748 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2525213.250000 Penalty: 4926.188965
	Iteration 2F: 3 clusters Score -2525213 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2525582.500000 Penalty: 4926.188965
	Iteration 3Q: 3 clusters Score -2525582 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2525974.000000 Penalty: 4926.188965
	Iteration 4Q: 3 clusters Score -2525974 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2526366.250000 Penalty: 4926.188965
	Iteration 5Q: 3 clusters Score -2526366 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2526764.250000 Penalty: 4926.188965
	Iteration 6Q: 3 clusters Score -2526764 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2527159.000000 Penalty: 4926.188965
	Iteration 7Q: 3 clusters Score -2527159 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2527574.750000 Penalty: 4926.188965
	Iteration 8Q: 3 clusters Score -2527575 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2527952.750000 Penalty: 4926.188965
	Iteration 9Q: 3 clusters Score -2527953 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2528293.500000 Penalty: 4926.188965
	Iteration 10Q: 3 clusters Score -2528294 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2528604.500000 Penalty: 4926.188965
	Iteration 11Q: 3 clusters Score -2528604 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2528919.250000 Penalty: 4926.188965
	Iteration 12Q: 3 clusters Score -2528919 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2529228.750000 Penalty: 4926.188965
	Iteration 13Q: 3 clusters Score -2529229 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2529549.750000 Penalty: 4926.188965
	Iteration 14Q: 3 clusters Score -2529550 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2529915.500000 Penalty: 4926.188965
	Iteration 15Q: 3 clusters Score -2529916 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2530250.500000 Penalty: 4926.188965
	Iteration 16Q: 3 clusters Score -2530250 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2530519.250000 Penalty: 4926.188965
	Iteration 17Q: 3 clusters Score -2530519 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2530705.250000 Penalty: 4926.188965
	Iteration 18Q: 3 clusters Score -2530705 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2530813.250000 Penalty: 4926.188965
	Iteration 19Q: 3 clusters Score -2530813 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2530897.750000 Penalty: 4926.188965
	Iteration 20F: 3 clusters Score -2530898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2530949.250000 Penalty: 4926.188965
	Iteration 21Q: 3 clusters Score -2530949 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2530991.250000 Penalty: 4926.188965
	Iteration 22Q: 3 clusters Score -2530991 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2531018.000000 Penalty: 4926.188965
	Iteration 23Q: 3 clusters Score -2531018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2531036.250000 Penalty: 4926.188965
	Iteration 24Q: 3 clusters Score -2531036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2531059.500000 Penalty: 4926.188965
	Iteration 25Q: 3 clusters Score -2531060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2531083.000000 Penalty: 4926.188965
	Iteration 26Q: 3 clusters Score -2531083 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2531094.250000 Penalty: 4926.188965
	Iteration 27Q: 3 clusters Score -2531094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2531100.250000 Penalty: 4926.188965
	Iteration 28Q: 3 clusters Score -2531100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2531114.000000 Penalty: 4926.188965
	Iteration 29Q: 3 clusters Score -2531114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2531121.250000 Penalty: 4926.188965
	Iteration 30Q: 3 clusters Score -2531121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2531127.500000 Penalty: 4926.188965
	Iteration 31Q: 3 clusters Score -2531128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2531132.750000 Penalty: 4926.188965
	Iteration 32Q: 3 clusters Score -2531133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2531142.500000 Penalty: 4926.188965
	Iteration 33Q: 3 clusters Score -2531142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2531142.750000 Penalty: 4926.188965
	Iteration 34Q: 3 clusters Score -2531143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2531149.750000 Penalty: 4926.188965
	Iteration 35Q: 3 clusters Score -2531150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2531143.750000 Penalty: 4926.188965
	Iteration 36Q: 3 clusters Score -2531144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2531143.750000 Penalty: 4926.188965
	Iteration 37Q: 3 clusters Score -2531144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2531148.000000 Penalty: 4926.188965
	Iteration 38Q: 3 clusters Score -2531148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2531145.000000 Penalty: 4926.188965
	Iteration 39Q: 3 clusters Score -2531145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2531146.000000 Penalty: 4926.188965
	Iteration 40F: 3 clusters Score -2531146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2531149.500000 Penalty: 4926.188965
	Iteration 41Q: 3 clusters Score -2531150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2531147.500000 Penalty: 4926.188965
	Iteration 42Q: 3 clusters Score -2531148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2531155.750000 Penalty: 4926.188965
	Iteration 43Q: 3 clusters Score -2531156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2531153.500000 Penalty: 4926.188965
	Iteration 44Q: 3 clusters Score -2531154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2531152.500000 Penalty: 4926.188965
	Iteration 45Q: 3 clusters Score -2531152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2531151.250000 Penalty: 4926.188965
	Iteration 46Q: 3 clusters Score -2531151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2531151.000000 Penalty: 4926.188965
	Iteration 47Q: 3 clusters Score -2531151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2531153.250000 Penalty: 4926.188965
	Iteration 48Q: 3 clusters Score -2531153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2531154.750000 Penalty: 4926.188965
	Iteration 49Q: 3 clusters Score -2531155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2531154.750000 Penalty: 4926.188965
	Iteration 50F: 3 clusters Score -2531155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Entering Unmasked Estep 
Score: -2853358.500000 Penalty: 2478.413574
	Iteration 0F: 2 clusters Score -2853358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2838051.250000 Penalty: 4956.827148
	Iteration 0F: 3 clusters Score -2838051 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2843236.250000 Penalty: 4956.827148
	Iteration 1F: 3 clusters Score -2843236 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2843577.250000 Penalty: 4956.827148
	Iteration 2Q: 3 clusters Score -2843577 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2843875.750000 Penalty: 4956.827148
	Iteration 3Q: 3 clusters Score -2843876 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2844212.750000 Penalty: 4956.827148
	Iteration 4Q: 3 clusters Score -2844213 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2844650.000000 Penalty: 4956.827148
	Iteration 5Q: 3 clusters Score -2844650 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2845239.250000 Penalty: 4956.827148
	Iteration 6Q: 3 clusters Score -2845239 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2846065.000000 Penalty: 4956.827148
	Iteration 7F: 3 clusters Score -2846065 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2847144.000000 Penalty: 4956.827148
	Iteration 8F: 3 clusters Score -2847144 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2848187.000000 Penalty: 4956.827148
	Iteration 9F: 3 clusters Score -2848187 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2849061.750000 Penalty: 4956.827148
	Iteration 10F: 3 clusters Score -2849062 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2849828.500000 Penalty: 4956.827148
	Iteration 11Q: 3 clusters Score -2849828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2850420.250000 Penalty: 4956.827148
	Iteration 12Q: 3 clusters Score -2850420 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2850816.000000 Penalty: 4956.827148
	Iteration 13Q: 3 clusters Score -2850816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2851072.000000 Penalty: 4956.827148
	Iteration 14Q: 3 clusters Score -2851072 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2851220.500000 Penalty: 4956.827148
	Iteration 15Q: 3 clusters Score -2851220 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2851317.000000 Penalty: 4956.827148
	Iteration 16Q: 3 clusters Score -2851317 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2851404.250000 Penalty: 4956.827148
	Iteration 17Q: 3 clusters Score -2851404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2851441.500000 Penalty: 4956.827148
	Iteration 18Q: 3 clusters Score -2851442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2851465.000000 Penalty: 4956.827148
	Iteration 19Q: 3 clusters Score -2851465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2851504.000000 Penalty: 4956.827148
	Iteration 20F: 3 clusters Score -2851504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2851519.250000 Penalty: 4956.827148
	Iteration 21Q: 3 clusters Score -2851519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2851539.000000 Penalty: 4956.827148
	Iteration 22Q: 3 clusters Score -2851539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2851556.500000 Penalty: 4956.827148
	Iteration 23Q: 3 clusters Score -2851556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2851554.500000 Penalty: 4956.827148
	Iteration 24Q: 3 clusters Score -2851554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2851559.000000 Penalty: 4956.827148
	Iteration 25Q: 3 clusters Score -2851559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2851565.750000 Penalty: 4956.827148
	Iteration 26Q: 3 clusters Score -2851566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2851566.500000 Penalty: 4956.827148
	Iteration 27Q: 3 clusters Score -2851566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2851570.250000 Penalty: 4956.827148
	Iteration 28Q: 3 clusters Score -2851570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2851571.000000 Penalty: 4956.827148
	Iteration 29Q: 3 clusters Score -2851571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2851575.250000 Penalty: 4956.827148
	Iteration 30Q: 3 clusters Score -2851575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2851575.750000 Penalty: 4956.827148
	Iteration 31Q: 3 clusters Score -2851576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2851576.250000 Penalty: 4956.827148
	Iteration 32Q: 3 clusters Score -2851576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2851576.750000 Penalty: 4956.827148
	Iteration 33Q: 3 clusters Score -2851577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2851583.500000 Penalty: 4956.827148
	Iteration 34Q: 3 clusters Score -2851584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2851585.250000 Penalty: 4956.827148
	Iteration 35Q: 3 clusters Score -2851585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2851583.500000 Penalty: 4956.827148
	Iteration 36Q: 3 clusters Score -2851584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2851583.750000 Penalty: 4956.827148
	Iteration 37Q: 3 clusters Score -2851584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2851583.000000 Penalty: 4956.827148
	Iteration 38Q: 3 clusters Score -2851583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2851588.750000 Penalty: 4956.827148
	Iteration 39Q: 3 clusters Score -2851589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2851590.000000 Penalty: 4956.827148
	Iteration 40F: 3 clusters Score -2851590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2851590.500000 Penalty: 4956.827148
	Iteration 41Q: 3 clusters Score -2851590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2851595.500000 Penalty: 4956.827148
	Iteration 42Q: 3 clusters Score -2851596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2851594.250000 Penalty: 4956.827148
	Iteration 43Q: 3 clusters Score -2851594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2851596.000000 Penalty: 4956.827148
	Iteration 44Q: 3 clusters Score -2851596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2851604.750000 Penalty: 4956.827148
	Iteration 45Q: 3 clusters Score -2851605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2851601.750000 Penalty: 4956.827148
	Iteration 46Q: 3 clusters Score -2851602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2851602.750000 Penalty: 4956.827148
	Iteration 47Q: 3 clusters Score -2851603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2851600.500000 Penalty: 4956.827148
	Iteration 48Q: 3 clusters Score -2851600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2851609.250000 Penalty: 4956.827148
	Iteration 49Q: 3 clusters Score -2851609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2851607.750000 Penalty: 4956.827148
	Iteration 50Q: 3 clusters Score -2851608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2851612.750000 Penalty: 4956.827148
	Iteration 51Q: 3 clusters Score -2851613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2851611.000000 Penalty: 4956.827148
	Iteration 52Q: 3 clusters Score -2851611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2851608.250000 Penalty: 4956.827148
	Iteration 53Q: 3 clusters Score -2851608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2851608.750000 Penalty: 4956.827148
	Iteration 54Q: 3 clusters Score -2851609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2851611.000000 Penalty: 4956.827148
	Iteration 55Q: 3 clusters Score -2851611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2851614.250000 Penalty: 4956.827148
	Iteration 56Q: 3 clusters Score -2851614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2851619.000000 Penalty: 4956.827148
	Iteration 57Q: 3 clusters Score -2851619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2851613.250000 Penalty: 4956.827148
	Iteration 58Q: 3 clusters Score -2851613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2851617.000000 Penalty: 4956.827148
	Iteration 59Q: 3 clusters Score -2851617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2851617.000000 Penalty: 4956.827148
	Iteration 60F: 3 clusters Score -2851617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2851618.750000 Penalty: 4956.827148
	Iteration 61Q: 3 clusters Score -2851619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2851615.750000 Penalty: 4956.827148
	Iteration 62Q: 3 clusters Score -2851616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2851616.750000 Penalty: 4956.827148
	Iteration 63Q: 3 clusters Score -2851617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2851617.000000 Penalty: 4956.827148
	Iteration 64Q: 3 clusters Score -2851617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2851617.000000 Penalty: 4956.827148
	Iteration 65F: 3 clusters Score -2851617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 402 members 
Entering Unmasked Estep 
Score: -108462.750000 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108462.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108688.828125 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108688.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108750.789062 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108750.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108773.914062 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108793.343750 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108812.343750 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108819.507812 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108825.054688 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108826.117188 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108826.117188 Penalty: 3345.053223
	Iteration 9F: 3 clusters Score -108826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Entering Unmasked Estep 
Score: -1371965.125000 Penalty: 2292.552002
	Iteration 0F: 2 clusters Score -1371965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1364138.250000 Penalty: 4585.104004
	Iteration 0F: 3 clusters Score -1364138 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1366409.625000 Penalty: 4585.104004
	Iteration 1F: 3 clusters Score -1366410 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1366741.125000 Penalty: 4585.104004
	Iteration 2F: 3 clusters Score -1366741 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1367001.375000 Penalty: 4585.104004
	Iteration 3F: 3 clusters Score -1367001 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1367241.375000 Penalty: 4585.104004
	Iteration 4Q: 3 clusters Score -1367241 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1367542.000000 Penalty: 4585.104004
	Iteration 5Q: 3 clusters Score -1367542 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1367856.875000 Penalty: 4585.104004
	Iteration 6F: 3 clusters Score -1367857 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1368201.875000 Penalty: 4585.104004
	Iteration 7F: 3 clusters Score -1368202 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1368537.000000 Penalty: 4585.104004
	Iteration 8F: 3 clusters Score -1368537 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1368829.875000 Penalty: 4585.104004
	Iteration 9Q: 3 clusters Score -1368830 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1369089.375000 Penalty: 4585.104004
	Iteration 10Q: 3 clusters Score -1369089 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1369263.625000 Penalty: 4585.104004
	Iteration 11Q: 3 clusters Score -1369264 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1369370.500000 Penalty: 4585.104004
	Iteration 12Q: 3 clusters Score -1369370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1369452.000000 Penalty: 4585.104004
	Iteration 13Q: 3 clusters Score -1369452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1369506.750000 Penalty: 4585.104004
	Iteration 14Q: 3 clusters Score -1369507 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1369546.500000 Penalty: 4585.104004
	Iteration 15Q: 3 clusters Score -1369546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1369577.750000 Penalty: 4585.104004
	Iteration 16Q: 3 clusters Score -1369578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1369594.625000 Penalty: 4585.104004
	Iteration 17Q: 3 clusters Score -1369595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1369604.625000 Penalty: 4585.104004
	Iteration 18Q: 3 clusters Score -1369605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1369613.625000 Penalty: 4585.104004
	Iteration 19Q: 3 clusters Score -1369614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1369616.500000 Penalty: 4585.104004
	Iteration 20F: 3 clusters Score -1369616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1369628.500000 Penalty: 4585.104004
	Iteration 21Q: 3 clusters Score -1369628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1369634.500000 Penalty: 4585.104004
	Iteration 22Q: 3 clusters Score -1369634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1369642.875000 Penalty: 4585.104004
	Iteration 23Q: 3 clusters Score -1369643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1369650.125000 Penalty: 4585.104004
	Iteration 24Q: 3 clusters Score -1369650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1369654.750000 Penalty: 4585.104004
	Iteration 25Q: 3 clusters Score -1369655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1369659.375000 Penalty: 4585.104004
	Iteration 26Q: 3 clusters Score -1369659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1369665.750000 Penalty: 4585.104004
	Iteration 27Q: 3 clusters Score -1369666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1369667.750000 Penalty: 4585.104004
	Iteration 28Q: 3 clusters Score -1369668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1369673.750000 Penalty: 4585.104004
	Iteration 29Q: 3 clusters Score -1369674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1369675.750000 Penalty: 4585.104004
	Iteration 30Q: 3 clusters Score -1369676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1369679.500000 Penalty: 4585.104004
	Iteration 31Q: 3 clusters Score -1369680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1369679.375000 Penalty: 4585.104004
	Iteration 32Q: 3 clusters Score -1369679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1369682.250000 Penalty: 4585.104004
	Iteration 33Q: 3 clusters Score -1369682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1369683.250000 Penalty: 4585.104004
	Iteration 34Q: 3 clusters Score -1369683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1369684.875000 Penalty: 4585.104004
	Iteration 35Q: 3 clusters Score -1369685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1369687.250000 Penalty: 4585.104004
	Iteration 36Q: 3 clusters Score -1369687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1369686.500000 Penalty: 4585.104004
	Iteration 37Q: 3 clusters Score -1369686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1369689.875000 Penalty: 4585.104004
	Iteration 38Q: 3 clusters Score -1369690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1369690.500000 Penalty: 4585.104004
	Iteration 39Q: 3 clusters Score -1369690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1369694.125000 Penalty: 4585.104004
	Iteration 40F: 3 clusters Score -1369694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1369698.000000 Penalty: 4585.104004
	Iteration 41Q: 3 clusters Score -1369698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1369703.000000 Penalty: 4585.104004
	Iteration 42Q: 3 clusters Score -1369703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1369705.125000 Penalty: 4585.104004
	Iteration 43Q: 3 clusters Score -1369705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1369704.000000 Penalty: 4585.104004
	Iteration 44Q: 3 clusters Score -1369704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1369709.500000 Penalty: 4585.104004
	Iteration 45Q: 3 clusters Score -1369710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1369715.125000 Penalty: 4585.104004
	Iteration 46Q: 3 clusters Score -1369715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1369720.375000 Penalty: 4585.104004
	Iteration 47Q: 3 clusters Score -1369720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1369718.750000 Penalty: 4585.104004
	Iteration 48Q: 3 clusters Score -1369719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1369722.500000 Penalty: 4585.104004
	Iteration 49Q: 3 clusters Score -1369722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1369722.125000 Penalty: 4585.104004
	Iteration 50Q: 3 clusters Score -1369722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1369726.500000 Penalty: 4585.104004
	Iteration 51Q: 3 clusters Score -1369726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1369726.125000 Penalty: 4585.104004
	Iteration 52Q: 3 clusters Score -1369726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1369729.500000 Penalty: 4585.104004
	Iteration 53Q: 3 clusters Score -1369730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1369732.000000 Penalty: 4585.104004
	Iteration 54Q: 3 clusters Score -1369732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1369735.000000 Penalty: 4585.104004
	Iteration 55Q: 3 clusters Score -1369735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1369736.125000 Penalty: 4585.104004
	Iteration 56Q: 3 clusters Score -1369736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1369736.375000 Penalty: 4585.104004
	Iteration 57Q: 3 clusters Score -1369736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1369734.000000 Penalty: 4585.104004
	Iteration 58Q: 3 clusters Score -1369734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1369734.875000 Penalty: 4585.104004
	Iteration 59Q: 3 clusters Score -1369735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1369734.750000 Penalty: 4585.104004
	Iteration 60F: 3 clusters Score -1369735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1369736.000000 Penalty: 4585.104004
	Iteration 61Q: 3 clusters Score -1369736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1369738.250000 Penalty: 4585.104004
	Iteration 62Q: 3 clusters Score -1369738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1369740.500000 Penalty: 4585.104004
	Iteration 63Q: 3 clusters Score -1369740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1369741.500000 Penalty: 4585.104004
	Iteration 64Q: 3 clusters Score -1369742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1369740.625000 Penalty: 4585.104004
	Iteration 65Q: 3 clusters Score -1369741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1369740.625000 Penalty: 4585.104004
	Iteration 66F: 3 clusters Score -1369741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -1033255.500000 Penalty: 2248.369873
	Iteration 0F: 2 clusters Score -1033256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1026463.875000 Penalty: 4496.739746
	Iteration 0F: 3 clusters Score -1026464 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1028633.062500 Penalty: 4496.739746
	Iteration 1F: 3 clusters Score -1028633 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1029300.625000 Penalty: 4496.739746
	Iteration 2F: 3 clusters Score -1029301 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1029862.875000 Penalty: 4496.739746
	Iteration 3F: 3 clusters Score -1029863 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1030291.125000 Penalty: 4496.739746
	Iteration 4F: 3 clusters Score -1030291 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1030564.312500 Penalty: 4496.739746
	Iteration 5F: 3 clusters Score -1030564 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1030774.375000 Penalty: 4496.739746
	Iteration 6Q: 3 clusters Score -1030774 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1030937.500000 Penalty: 4496.739746
	Iteration 7Q: 3 clusters Score -1030938 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1031051.937500 Penalty: 4496.739746
	Iteration 8Q: 3 clusters Score -1031052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1031139.500000 Penalty: 4496.739746
	Iteration 9Q: 3 clusters Score -1031140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1031208.000000 Penalty: 4496.739746
	Iteration 10Q: 3 clusters Score -1031208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1031265.625000 Penalty: 4496.739746
	Iteration 11Q: 3 clusters Score -1031266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1031312.625000 Penalty: 4496.739746
	Iteration 12Q: 3 clusters Score -1031313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1031343.750000 Penalty: 4496.739746
	Iteration 13Q: 3 clusters Score -1031344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1031377.187500 Penalty: 4496.739746
	Iteration 14Q: 3 clusters Score -1031377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1031401.250000 Penalty: 4496.739746
	Iteration 15Q: 3 clusters Score -1031401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1031425.437500 Penalty: 4496.739746
	Iteration 16Q: 3 clusters Score -1031425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1031443.062500 Penalty: 4496.739746
	Iteration 17Q: 3 clusters Score -1031443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1031457.250000 Penalty: 4496.739746
	Iteration 18Q: 3 clusters Score -1031457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1031471.500000 Penalty: 4496.739746
	Iteration 19Q: 3 clusters Score -1031472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1031487.437500 Penalty: 4496.739746
	Iteration 20F: 3 clusters Score -1031487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1031500.125000 Penalty: 4496.739746
	Iteration 21Q: 3 clusters Score -1031500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1031510.000000 Penalty: 4496.739746
	Iteration 22Q: 3 clusters Score -1031510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1031515.000000 Penalty: 4496.739746
	Iteration 23Q: 3 clusters Score -1031515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1031525.250000 Penalty: 4496.739746
	Iteration 24Q: 3 clusters Score -1031525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1031527.812500 Penalty: 4496.739746
	Iteration 25Q: 3 clusters Score -1031528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1031536.562500 Penalty: 4496.739746
	Iteration 26Q: 3 clusters Score -1031537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1031535.062500 Penalty: 4496.739746
	Iteration 27Q: 3 clusters Score -1031535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1031538.812500 Penalty: 4496.739746
	Iteration 28Q: 3 clusters Score -1031539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1031543.000000 Penalty: 4496.739746
	Iteration 29Q: 3 clusters Score -1031543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1031546.125000 Penalty: 4496.739746
	Iteration 30Q: 3 clusters Score -1031546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1031544.812500 Penalty: 4496.739746
	Iteration 31Q: 3 clusters Score -1031545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1031542.437500 Penalty: 4496.739746
	Iteration 32Q: 3 clusters Score -1031542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1031547.000000 Penalty: 4496.739746
	Iteration 33Q: 3 clusters Score -1031547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1031547.437500 Penalty: 4496.739746
	Iteration 34Q: 3 clusters Score -1031547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1031548.937500 Penalty: 4496.739746
	Iteration 35Q: 3 clusters Score -1031549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1031549.312500 Penalty: 4496.739746
	Iteration 36Q: 3 clusters Score -1031549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1031551.812500 Penalty: 4496.739746
	Iteration 37Q: 3 clusters Score -1031552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1031553.500000 Penalty: 4496.739746
	Iteration 38Q: 3 clusters Score -1031554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1031555.812500 Penalty: 4496.739746
	Iteration 39Q: 3 clusters Score -1031556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1031558.437500 Penalty: 4496.739746
	Iteration 40F: 3 clusters Score -1031558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1031559.062500 Penalty: 4496.739746
	Iteration 41Q: 3 clusters Score -1031559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1031558.125000 Penalty: 4496.739746
	Iteration 42Q: 3 clusters Score -1031558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1031558.125000 Penalty: 4496.739746
	Iteration 43F: 3 clusters Score -1031558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -650120.125000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -650120.1 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 2427 members 
Entering Unmasked Estep 
Score: -645639.750000 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -645639.8 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -646710.062500 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -646710.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -646927.062500 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -646927.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -647068.375000 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -647068.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -647167.250000 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -647167.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -647246.687500 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -647246.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -647320.500000 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -647320.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -647390.000000 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -647390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -647459.312500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -647459.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -647519.187500 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -647519.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -647573.500000 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -647573.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -647617.687500 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -647617.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -647647.625000 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -647647.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -647686.375000 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -647686.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -647729.187500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -647729.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647777.812500 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -647777.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -647823.312500 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -647823.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -647859.375000 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -647859.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -647889.687500 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -647889.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -647916.937500 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -647916.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -647949.750000 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -647949.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -647990.562500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -647990.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -648027.437500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -648027.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -648064.875000 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -648064.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -648097.187500 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -648097.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -648125.500000 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -648125.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -648159.562500 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -648159.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -648184.625000 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -648184.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -648210.562500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -648210.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -648232.687500 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -648232.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -648258.187500 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -648258.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -648284.875000 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -648284.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -648313.812500 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -648313.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -648352.625000 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -648352.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -648384.312500 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -648384.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -648404.812500 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -648404.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -648417.687500 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -648417.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -648429.437500 Penalty: 4211.562988
	Iteration 37Q: 3 clusters Score -648429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -648437.937500 Penalty: 4211.562988
	Iteration 38Q: 3 clusters Score -648437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -648442.625000 Penalty: 4211.562988
	Iteration 39Q: 3 clusters Score -648442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -648442.250000 Penalty: 4211.562988
	Iteration 40F: 3 clusters Score -648442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -648442.562500 Penalty: 4211.562988
	Iteration 41Q: 3 clusters Score -648442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -648444.187500 Penalty: 4211.562988
	Iteration 42Q: 3 clusters Score -648444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -648445.750000 Penalty: 4211.562988
	Iteration 43Q: 3 clusters Score -648445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -648447.000000 Penalty: 4211.562988
	Iteration 44Q: 3 clusters Score -648447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -648446.562500 Penalty: 4211.562988
	Iteration 45Q: 3 clusters Score -648446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -648446.312500 Penalty: 4211.562988
	Iteration 46Q: 3 clusters Score -648446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -648445.750000 Penalty: 4211.562988
	Iteration 47Q: 3 clusters Score -648445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -648445.750000 Penalty: 4211.562988
	Iteration 48F: 3 clusters Score -648445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1983241.875000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1983242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1972224.375000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1972224 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1975944.250000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1975944 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1976612.000000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1976612 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1977418.750000 Penalty: 4777.149902
	Iteration 3F: 3 clusters Score -1977419 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1978234.750000 Penalty: 4777.149902
	Iteration 4F: 3 clusters Score -1978235 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1978978.750000 Penalty: 4777.149902
	Iteration 5F: 3 clusters Score -1978979 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1979581.250000 Penalty: 4777.149902
	Iteration 6F: 3 clusters Score -1979581 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1980017.875000 Penalty: 4777.149902
	Iteration 7Q: 3 clusters Score -1980018 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1980276.125000 Penalty: 4777.149902
	Iteration 8Q: 3 clusters Score -1980276 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1980445.625000 Penalty: 4777.149902
	Iteration 9Q: 3 clusters Score -1980446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1980548.000000 Penalty: 4777.149902
	Iteration 10Q: 3 clusters Score -1980548 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1980620.875000 Penalty: 4777.149902
	Iteration 11Q: 3 clusters Score -1980621 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1980670.125000 Penalty: 4777.149902
	Iteration 12Q: 3 clusters Score -1980670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1980729.125000 Penalty: 4777.149902
	Iteration 13Q: 3 clusters Score -1980729 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1980787.000000 Penalty: 4777.149902
	Iteration 14Q: 3 clusters Score -1980787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1980851.875000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1980852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1980925.625000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1980926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1980970.250000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1980970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1981013.375000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1981013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1981050.625000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1981051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1981070.375000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1981070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1981082.125000 Penalty: 4777.149902
	Iteration 21Q: 3 clusters Score -1981082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1981105.625000 Penalty: 4777.149902
	Iteration 22Q: 3 clusters Score -1981106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1981112.625000 Penalty: 4777.149902
	Iteration 23Q: 3 clusters Score -1981113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1981118.125000 Penalty: 4777.149902
	Iteration 24Q: 3 clusters Score -1981118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1981130.375000 Penalty: 4777.149902
	Iteration 25Q: 3 clusters Score -1981130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1981131.875000 Penalty: 4777.149902
	Iteration 26Q: 3 clusters Score -1981132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1981136.875000 Penalty: 4777.149902
	Iteration 27Q: 3 clusters Score -1981137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1981144.875000 Penalty: 4777.149902
	Iteration 28Q: 3 clusters Score -1981145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1981152.000000 Penalty: 4777.149902
	Iteration 29Q: 3 clusters Score -1981152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1981156.000000 Penalty: 4777.149902
	Iteration 30Q: 3 clusters Score -1981156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1981162.875000 Penalty: 4777.149902
	Iteration 31Q: 3 clusters Score -1981163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1981165.000000 Penalty: 4777.149902
	Iteration 32Q: 3 clusters Score -1981165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1981164.875000 Penalty: 4777.149902
	Iteration 33Q: 3 clusters Score -1981165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1981167.000000 Penalty: 4777.149902
	Iteration 34Q: 3 clusters Score -1981167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1981169.500000 Penalty: 4777.149902
	Iteration 35Q: 3 clusters Score -1981170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1981164.750000 Penalty: 4777.149902
	Iteration 36Q: 3 clusters Score -1981165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1981169.625000 Penalty: 4777.149902
	Iteration 37Q: 3 clusters Score -1981170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1981170.500000 Penalty: 4777.149902
	Iteration 38Q: 3 clusters Score -1981170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1981173.625000 Penalty: 4777.149902
	Iteration 39Q: 3 clusters Score -1981174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1981177.375000 Penalty: 4777.149902
	Iteration 40F: 3 clusters Score -1981177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1981174.875000 Penalty: 4777.149902
	Iteration 41Q: 3 clusters Score -1981175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1981173.000000 Penalty: 4777.149902
	Iteration 42Q: 3 clusters Score -1981173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1981173.250000 Penalty: 4777.149902
	Iteration 43Q: 3 clusters Score -1981173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1981174.875000 Penalty: 4777.149902
	Iteration 44Q: 3 clusters Score -1981175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1981176.750000 Penalty: 4777.149902
	Iteration 45Q: 3 clusters Score -1981177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1981174.875000 Penalty: 4777.149902
	Iteration 46Q: 3 clusters Score -1981175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1981177.375000 Penalty: 4777.149902
	Iteration 47Q: 3 clusters Score -1981177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1981173.000000 Penalty: 4777.149902
	Iteration 48Q: 3 clusters Score -1981173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1981174.250000 Penalty: 4777.149902
	Iteration 49Q: 3 clusters Score -1981174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1981174.250000 Penalty: 4777.149902
	Iteration 50F: 3 clusters Score -1981174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (231685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231685 members 
Entering Unmasked Estep 
Score: -31002620.000000 Penalty: 3063.577148
	Iteration 0F: 2 clusters Score -3.100262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -30864674.000000 Penalty: 6127.154297
	Iteration 0F: 3 clusters Score -3.086467e+07 nChanged 111739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116665 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -30930724.000000 Penalty: 6127.154297
	Iteration 1F: 3 clusters Score -3.093072e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116905 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -30931922.000000 Penalty: 6127.154297
	Iteration 2Q: 3 clusters Score -3.093192e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -30933500.000000 Penalty: 6127.154297
	Iteration 3Q: 3 clusters Score -3.09335e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117456 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -30935430.000000 Penalty: 6127.154297
	Iteration 4Q: 3 clusters Score -3.093543e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117642 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -30938272.000000 Penalty: 6127.154297
	Iteration 5Q: 3 clusters Score -3.093827e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117531 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -30941614.000000 Penalty: 6127.154297
	Iteration 6Q: 3 clusters Score -3.094161e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -30946138.000000 Penalty: 6127.154297
	Iteration 7Q: 3 clusters Score -3.094614e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 115901 members 
Entering Unmasked Estep 
Score: -30952262.000000 Penalty: 6127.154297
	Iteration 8F: 3 clusters Score -3.095226e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -30959858.000000 Penalty: 6127.154297
	Iteration 9F: 3 clusters Score -3.095986e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 121309 members 
Entering Unmasked Estep 
Score: -30968380.000000 Penalty: 6127.154297
	Iteration 10F: 3 clusters Score -3.096838e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 124982 members 
Entering Unmasked Estep 
Score: -30974864.000000 Penalty: 6127.154297
	Iteration 11F: 3 clusters Score -3.097486e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 128711 members 
Entering Unmasked Estep 
Score: -30978968.000000 Penalty: 6127.154297
	Iteration 12Q: 3 clusters Score -3.097897e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 132205 members 
Entering Unmasked Estep 
Score: -30980926.000000 Penalty: 6127.154297
	Iteration 13Q: 3 clusters Score -3.098093e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 135781 members 
Entering Unmasked Estep 
Score: -30981962.000000 Penalty: 6127.154297
	Iteration 14Q: 3 clusters Score -3.098196e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 139507 members 
Entering Unmasked Estep 
Score: -30982708.000000 Penalty: 6127.154297
	Iteration 15Q: 3 clusters Score -3.098271e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -30983708.000000 Penalty: 6127.154297
	Iteration 16Q: 3 clusters Score -3.098371e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -30984764.000000 Penalty: 6127.154297
	Iteration 17Q: 3 clusters Score -3.098476e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -30985766.000000 Penalty: 6127.154297
	Iteration 18Q: 3 clusters Score -3.098577e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -30986798.000000 Penalty: 6127.154297
	Iteration 19Q: 3 clusters Score -3.09868e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -30988010.000000 Penalty: 6127.154297
	Iteration 20F: 3 clusters Score -3.098801e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -30989580.000000 Penalty: 6127.154297
	Iteration 21Q: 3 clusters Score -3.098958e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 169072 members 
Entering Unmasked Estep 
Score: -30990950.000000 Penalty: 6127.154297
	Iteration 22Q: 3 clusters Score -3.099095e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -30992436.000000 Penalty: 6127.154297
	Iteration 23Q: 3 clusters Score -3.099244e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 178540 members 
Entering Unmasked Estep 
Score: -30993862.000000 Penalty: 6127.154297
	Iteration 24Q: 3 clusters Score -3.099386e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -30995228.000000 Penalty: 6127.154297
	Iteration 25Q: 3 clusters Score -3.099523e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -30996918.000000 Penalty: 6127.154297
	Iteration 26Q: 3 clusters Score -3.099692e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 193986 members 
Entering Unmasked Estep 
Score: -30998556.000000 Penalty: 6127.154297
	Iteration 27Q: 3 clusters Score -3.099856e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 199091 members 
Entering Unmasked Estep 
Score: -30999884.000000 Penalty: 6127.154297
	Iteration 28Q: 3 clusters Score -3.099988e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 203783 members 
Entering Unmasked Estep 
Score: -31001342.000000 Penalty: 6127.154297
	Iteration 29Q: 3 clusters Score -3.100134e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 208040 members 
Entering Unmasked Estep 
Score: -31002548.000000 Penalty: 6127.154297
	Iteration 30Q: 3 clusters Score -3.100255e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 211648 members 
Entering Unmasked Estep 
Score: -31003166.000000 Penalty: 6127.154297
	Iteration 31Q: 3 clusters Score -3.100317e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 214730 members 
Entering Unmasked Estep 
Score: -31003278.000000 Penalty: 6127.154297
	Iteration 32Q: 3 clusters Score -3.100328e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 217231 members 
Entering Unmasked Estep 
Score: -31003178.000000 Penalty: 6127.154297
	Iteration 33Q: 3 clusters Score -3.100318e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 219304 members 
Entering Unmasked Estep 
Score: -31003246.000000 Penalty: 6127.154297
	Iteration 34Q: 3 clusters Score -3.100325e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 220979 members 
Entering Unmasked Estep 
Score: -31003478.000000 Penalty: 6127.154297
	Iteration 35Q: 3 clusters Score -3.100348e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 222295 members 
Entering Unmasked Estep 
Score: -31003338.000000 Penalty: 6127.154297
	Iteration 36Q: 3 clusters Score -3.100334e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 223265 members 
Entering Unmasked Estep 
Score: -31003336.000000 Penalty: 6127.154297
	Iteration 37Q: 3 clusters Score -3.100334e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 224043 members 
Entering Unmasked Estep 
Score: -31003216.000000 Penalty: 6127.154297
	Iteration 38Q: 3 clusters Score -3.100322e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 224635 members 
Entering Unmasked Estep 
Score: -31003260.000000 Penalty: 6127.154297
	Iteration 39Q: 3 clusters Score -3.100326e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 225089 members 
Entering Unmasked Estep 
Score: -31003382.000000 Penalty: 6127.154297
	Iteration 40F: 3 clusters Score -3.100338e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 225539 members 
Entering Unmasked Estep 
Score: -31003400.000000 Penalty: 6127.154297
	Iteration 41Q: 3 clusters Score -3.10034e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 225908 members 
Entering Unmasked Estep 
Score: -31003262.000000 Penalty: 6127.154297
	Iteration 42Q: 3 clusters Score -3.100326e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 226195 members 
Entering Unmasked Estep 
Score: -31003192.000000 Penalty: 6127.154297
	Iteration 43Q: 3 clusters Score -3.100319e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 226433 members 
Entering Unmasked Estep 
Score: -31003122.000000 Penalty: 6127.154297
	Iteration 44Q: 3 clusters Score -3.100312e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 226630 members 
Entering Unmasked Estep 
Score: -31003116.000000 Penalty: 6127.154297
	Iteration 45Q: 3 clusters Score -3.100312e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 226807 members 
Entering Unmasked Estep 
Score: -31003074.000000 Penalty: 6127.154297
	Iteration 46Q: 3 clusters Score -3.100307e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 226977 members 
Entering Unmasked Estep 
Score: -31003014.000000 Penalty: 6127.154297
	Iteration 47Q: 3 clusters Score -3.100301e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 227118 members 
Entering Unmasked Estep 
Score: -31002984.000000 Penalty: 6127.154297
	Iteration 48Q: 3 clusters Score -3.100298e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 227236 members 
Entering Unmasked Estep 
Score: -31002958.000000 Penalty: 6127.154297
	Iteration 49Q: 3 clusters Score -3.100296e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 227334 members 
Entering Unmasked Estep 
Score: -31002912.000000 Penalty: 6127.154297
	Iteration 50Q: 3 clusters Score -3.100291e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 227429 members 
Entering Unmasked Estep 
Score: -31002830.000000 Penalty: 6127.154297
	Iteration 51Q: 3 clusters Score -3.100283e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 227508 members 
Entering Unmasked Estep 
Score: -31002842.000000 Penalty: 6127.154297
	Iteration 52Q: 3 clusters Score -3.100284e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 227577 members 
Entering Unmasked Estep 
Score: -31002844.000000 Penalty: 6127.154297
	Iteration 53Q: 3 clusters Score -3.100284e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -31002798.000000 Penalty: 6127.154297
	Iteration 54Q: 3 clusters Score -3.10028e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 227700 members 
Entering Unmasked Estep 
Score: -31002862.000000 Penalty: 6127.154297
	Iteration 55Q: 3 clusters Score -3.100286e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 227746 members 
Entering Unmasked Estep 
Score: -31002850.000000 Penalty: 6127.154297
	Iteration 56Q: 3 clusters Score -3.100285e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 227798 members 
Entering Unmasked Estep 
Score: -31002836.000000 Penalty: 6127.154297
	Iteration 57Q: 3 clusters Score -3.100284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 227849 members 
Entering Unmasked Estep 
Score: -31002858.000000 Penalty: 6127.154297
	Iteration 58Q: 3 clusters Score -3.100286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -31002844.000000 Penalty: 6127.154297
	Iteration 59Q: 3 clusters Score -3.100284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 227937 members 
Entering Unmasked Estep 
Score: -31002870.000000 Penalty: 6127.154297
	Iteration 60F: 3 clusters Score -3.100287e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 227991 members 
Entering Unmasked Estep 
Score: -31002810.000000 Penalty: 6127.154297
	Iteration 61Q: 3 clusters Score -3.100281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -31002796.000000 Penalty: 6127.154297
	Iteration 62Q: 3 clusters Score -3.10028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 228104 members 
Entering Unmasked Estep 
Score: -31002820.000000 Penalty: 6127.154297
	Iteration 63Q: 3 clusters Score -3.100282e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 228166 members 
Entering Unmasked Estep 
Score: -31002816.000000 Penalty: 6127.154297
	Iteration 64Q: 3 clusters Score -3.100282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 228210 members 
Entering Unmasked Estep 
Score: -31002794.000000 Penalty: 6127.154297
	Iteration 65Q: 3 clusters Score -3.100279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 228250 members 
Entering Unmasked Estep 
Score: -31002784.000000 Penalty: 6127.154297
	Iteration 66Q: 3 clusters Score -3.100278e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 228293 members 
Entering Unmasked Estep 
Score: -31002772.000000 Penalty: 6127.154297
	Iteration 67Q: 3 clusters Score -3.100277e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 228336 members 
Entering Unmasked Estep 
Score: -31002782.000000 Penalty: 6127.154297
	Iteration 68Q: 3 clusters Score -3.100278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 228371 members 
Entering Unmasked Estep 
Score: -31002800.000000 Penalty: 6127.154297
	Iteration 69Q: 3 clusters Score -3.10028e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 228411 members 
Entering Unmasked Estep 
Score: -31002802.000000 Penalty: 6127.154297
	Iteration 70Q: 3 clusters Score -3.10028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 228439 members 
Entering Unmasked Estep 
Score: -31002830.000000 Penalty: 6127.154297
	Iteration 71Q: 3 clusters Score -3.100283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 228470 members 
Entering Unmasked Estep 
Score: -31002826.000000 Penalty: 6127.154297
	Iteration 72Q: 3 clusters Score -3.100283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -31002844.000000 Penalty: 6127.154297
	Iteration 73Q: 3 clusters Score -3.100284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 228506 members 
Entering Unmasked Estep 
Score: -31002864.000000 Penalty: 6127.154297
	Iteration 74Q: 3 clusters Score -3.100286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 228520 members 
Entering Unmasked Estep 
Score: -31002858.000000 Penalty: 6127.154297
	Iteration 75Q: 3 clusters Score -3.100286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 228546 members 
Entering Unmasked Estep 
Score: -31002832.000000 Penalty: 6127.154297
	Iteration 76Q: 3 clusters Score -3.100283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 228575 members 
Entering Unmasked Estep 
Score: -31002804.000000 Penalty: 6127.154297
	Iteration 77Q: 3 clusters Score -3.10028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 228598 members 
Entering Unmasked Estep 
Score: -31002834.000000 Penalty: 6127.154297
	Iteration 78Q: 3 clusters Score -3.100283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 228621 members 
Entering Unmasked Estep 
Score: -31002794.000000 Penalty: 6127.154297
	Iteration 79Q: 3 clusters Score -3.100279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 228643 members 
Entering Unmasked Estep 
Score: -31002810.000000 Penalty: 6127.154297
	Iteration 80F: 3 clusters Score -3.100281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 228660 members 
Entering Unmasked Estep 
Score: -31002808.000000 Penalty: 6127.154297
	Iteration 81Q: 3 clusters Score -3.100281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 228680 members 
Entering Unmasked Estep 
Score: -31002822.000000 Penalty: 6127.154297
	Iteration 82Q: 3 clusters Score -3.100282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 228694 members 
Entering Unmasked Estep 
Score: -31002840.000000 Penalty: 6127.154297
	Iteration 83Q: 3 clusters Score -3.100284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 228702 members 
Entering Unmasked Estep 
Score: -31002826.000000 Penalty: 6127.154297
	Iteration 84Q: 3 clusters Score -3.100283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 228706 members 
Entering Unmasked Estep 
Score: -31002818.000000 Penalty: 6127.154297
	Iteration 85Q: 3 clusters Score -3.100282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 228715 members 
Entering Unmasked Estep 
Score: -31002804.000000 Penalty: 6127.154297
	Iteration 86Q: 3 clusters Score -3.10028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 228718 members 
Entering Unmasked Estep 
Score: -31002788.000000 Penalty: 6127.154297
	Iteration 87Q: 3 clusters Score -3.100279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 228730 members 
Entering Unmasked Estep 
Score: -31002780.000000 Penalty: 6127.154297
	Iteration 88Q: 3 clusters Score -3.100278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 228736 members 
Entering Unmasked Estep 
Score: -31002788.000000 Penalty: 6127.154297
	Iteration 89Q: 3 clusters Score -3.100279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 228745 members 
Entering Unmasked Estep 
Score: -31002766.000000 Penalty: 6127.154297
	Iteration 90Q: 3 clusters Score -3.100277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 228748 members 
Entering Unmasked Estep 
Score: -31002792.000000 Penalty: 6127.154297
	Iteration 91Q: 3 clusters Score -3.100279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 228749 members 
Entering Unmasked Estep 
Score: -31002794.000000 Penalty: 6127.154297
	Iteration 92Q: 3 clusters Score -3.100279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 228757 members 
Entering Unmasked Estep 
Score: -31002782.000000 Penalty: 6127.154297
	Iteration 93Q: 3 clusters Score -3.100278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 228764 members 
Entering Unmasked Estep 
Score: -31002762.000000 Penalty: 6127.154297
	Iteration 94Q: 3 clusters Score -3.100276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 228770 members 
Entering Unmasked Estep 
Score: -31002756.000000 Penalty: 6127.154297
	Iteration 95Q: 3 clusters Score -3.100276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 228775 members 
Entering Unmasked Estep 
Score: -31002758.000000 Penalty: 6127.154297
	Iteration 96Q: 3 clusters Score -3.100276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 228777 members 
Entering Unmasked Estep 
Score: -31002750.000000 Penalty: 6127.154297
	Iteration 97Q: 3 clusters Score -3.100275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 228782 members 
Entering Unmasked Estep 
Score: -31002748.000000 Penalty: 6127.154297
	Iteration 98Q: 3 clusters Score -3.100275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 228784 members 
Entering Unmasked Estep 
Score: -31002738.000000 Penalty: 6127.154297
	Iteration 99Q: 3 clusters Score -3.100274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -31002748.000000 Penalty: 6127.154297
	Iteration 100F: 3 clusters Score -3.100275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 228793 members 
Entering Unmasked Estep 
Score: -31002738.000000 Penalty: 6127.154297
	Iteration 101Q: 3 clusters Score -3.100274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 228796 members 
Entering Unmasked Estep 
Score: -31002736.000000 Penalty: 6127.154297
	Iteration 102Q: 3 clusters Score -3.100274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 228802 members 
Entering Unmasked Estep 
Score: -31002734.000000 Penalty: 6127.154297
	Iteration 103Q: 3 clusters Score -3.100273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 228804 members 
Entering Unmasked Estep 
Score: -31002754.000000 Penalty: 6127.154297
	Iteration 104Q: 3 clusters Score -3.100275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 228804 members 
Entering Unmasked Estep 
Score: -31002748.000000 Penalty: 6127.154297
	Iteration 105Q: 3 clusters Score -3.100275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 228804 members 
Entering Unmasked Estep 
Score: -31002748.000000 Penalty: 6127.154297
	Iteration 106F: 3 clusters Score -3.100275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207803 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21886 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 109644 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133377 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85565 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 91765 members 
Mstep: Class 29 contains 38395 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228804 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
Score: -181099888.000000 Penalty: 129890.000000
Splitting cluster 14 changes total score from -181099568.000000 to -181099888.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -212017.546875 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -212017.5 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 911 members 
Entering Unmasked Estep 
Score: -209530.843750 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -209530.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210021.734375 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -210021.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210171.359375 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -210171.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -210246.015625 Penalty: 3719.164551
	Iteration 3Q: 3 clusters Score -210246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210308.546875 Penalty: 3719.164551
	Iteration 4Q: 3 clusters Score -210308.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210369.156250 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -210369.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210478.953125 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -210479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -210814.984375 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -210815 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -211436.437500 Penalty: 3719.164551
	Iteration 8F: 3 clusters Score -211436.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211778.078125 Penalty: 3719.164551
	Iteration 9F: 3 clusters Score -211778.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -212047.218750 Penalty: 3719.164551
	Iteration 10F: 3 clusters Score -212047.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212206.187500 Penalty: 3719.164551
	Iteration 11F: 3 clusters Score -212206.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -212313.000000 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -212313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -212387.328125 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -212387.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -212433.343750 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -212433.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -212464.468750 Penalty: 3719.164551
	Iteration 15Q: 3 clusters Score -212464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -212485.828125 Penalty: 3719.164551
	Iteration 16Q: 3 clusters Score -212485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -212509.390625 Penalty: 3719.164551
	Iteration 17Q: 3 clusters Score -212509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -212533.859375 Penalty: 3719.164551
	Iteration 18Q: 3 clusters Score -212533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -212562.875000 Penalty: 3719.164551
	Iteration 19Q: 3 clusters Score -212562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -212584.015625 Penalty: 3719.164551
	Iteration 20F: 3 clusters Score -212584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -212595.484375 Penalty: 3719.164551
	Iteration 21Q: 3 clusters Score -212595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -212602.812500 Penalty: 3719.164551
	Iteration 22Q: 3 clusters Score -212602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -212607.234375 Penalty: 3719.164551
	Iteration 23Q: 3 clusters Score -212607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -212612.203125 Penalty: 3719.164551
	Iteration 24Q: 3 clusters Score -212612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -212622.531250 Penalty: 3719.164551
	Iteration 25Q: 3 clusters Score -212622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -212627.750000 Penalty: 3719.164551
	Iteration 26Q: 3 clusters Score -212627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -212633.125000 Penalty: 3719.164551
	Iteration 27Q: 3 clusters Score -212633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -212633.125000 Penalty: 3719.164551
	Iteration 28F: 3 clusters Score -212633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207803 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21886 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 109644 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133377 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85565 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 91765 members 
Mstep: Class 29 contains 38395 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228804 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 7536 members 
Mstep: Class 38 contains 250 members 
Entering Unmasked Estep 
Score: -181098080.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181099568.000000 to -181098080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Entering Unmasked Estep 
Score: -2354038.750000 Penalty: 2420.856934
	Iteration 0F: 2 clusters Score -2354039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2341521.000000 Penalty: 4841.713867
	Iteration 0F: 3 clusters Score -2341521 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2345634.000000 Penalty: 4841.713867
	Iteration 1F: 3 clusters Score -2345634 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2345987.750000 Penalty: 4841.713867
	Iteration 2F: 3 clusters Score -2345988 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2346256.500000 Penalty: 4841.713867
	Iteration 3Q: 3 clusters Score -2346256 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2346482.500000 Penalty: 4841.713867
	Iteration 4Q: 3 clusters Score -2346482 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2346686.500000 Penalty: 4841.713867
	Iteration 5Q: 3 clusters Score -2346686 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2346901.000000 Penalty: 4841.713867
	Iteration 6Q: 3 clusters Score -2346901 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2347189.250000 Penalty: 4841.713867
	Iteration 7Q: 3 clusters Score -2347189 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2347533.000000 Penalty: 4841.713867
	Iteration 8Q: 3 clusters Score -2347533 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2347964.250000 Penalty: 4841.713867
	Iteration 9Q: 3 clusters Score -2347964 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2348589.000000 Penalty: 4841.713867
	Iteration 10F: 3 clusters Score -2348589 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2349380.750000 Penalty: 4841.713867
	Iteration 11F: 3 clusters Score -2349381 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2350193.000000 Penalty: 4841.713867
	Iteration 12F: 3 clusters Score -2350193 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2350875.250000 Penalty: 4841.713867
	Iteration 13F: 3 clusters Score -2350875 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2351403.750000 Penalty: 4841.713867
	Iteration 14Q: 3 clusters Score -2351404 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2351749.250000 Penalty: 4841.713867
	Iteration 15Q: 3 clusters Score -2351749 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2351954.750000 Penalty: 4841.713867
	Iteration 16Q: 3 clusters Score -2351955 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2352076.250000 Penalty: 4841.713867
	Iteration 17Q: 3 clusters Score -2352076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2352154.750000 Penalty: 4841.713867
	Iteration 18Q: 3 clusters Score -2352155 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2352191.750000 Penalty: 4841.713867
	Iteration 19Q: 3 clusters Score -2352192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2352222.500000 Penalty: 4841.713867
	Iteration 20F: 3 clusters Score -2352222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2352231.500000 Penalty: 4841.713867
	Iteration 21Q: 3 clusters Score -2352232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2352248.500000 Penalty: 4841.713867
	Iteration 22Q: 3 clusters Score -2352248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2352256.750000 Penalty: 4841.713867
	Iteration 23Q: 3 clusters Score -2352257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2352262.750000 Penalty: 4841.713867
	Iteration 24Q: 3 clusters Score -2352263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2352269.500000 Penalty: 4841.713867
	Iteration 25Q: 3 clusters Score -2352270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2352272.250000 Penalty: 4841.713867
	Iteration 26Q: 3 clusters Score -2352272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2352276.000000 Penalty: 4841.713867
	Iteration 27Q: 3 clusters Score -2352276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2352278.750000 Penalty: 4841.713867
	Iteration 28Q: 3 clusters Score -2352279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2352280.000000 Penalty: 4841.713867
	Iteration 29Q: 3 clusters Score -2352280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2352279.250000 Penalty: 4841.713867
	Iteration 30Q: 3 clusters Score -2352279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2352284.250000 Penalty: 4841.713867
	Iteration 31Q: 3 clusters Score -2352284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2352283.000000 Penalty: 4841.713867
	Iteration 32Q: 3 clusters Score -2352283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2352288.500000 Penalty: 4841.713867
	Iteration 33Q: 3 clusters Score -2352288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2352290.500000 Penalty: 4841.713867
	Iteration 34Q: 3 clusters Score -2352290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2352290.500000 Penalty: 4841.713867
	Iteration 35F: 3 clusters Score -2352290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (109644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Entering Unmasked Estep 
Score: -14635697.000000 Penalty: 2878.038574
	Iteration 0F: 2 clusters Score -1.46357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -14562657.000000 Penalty: 5756.077148
	Iteration 0F: 3 clusters Score -1.456266e+07 nChanged 52076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -14592439.000000 Penalty: 5756.077148
	Iteration 1F: 3 clusters Score -1.459244e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -14593613.000000 Penalty: 5756.077148
	Iteration 2Q: 3 clusters Score -1.459361e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -14595119.000000 Penalty: 5756.077148
	Iteration 3Q: 3 clusters Score -1.459512e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -14597355.000000 Penalty: 5756.077148
	Iteration 4Q: 3 clusters Score -1.459736e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -14601306.000000 Penalty: 5756.077148
	Iteration 5F: 3 clusters Score -1.460131e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -14607332.000000 Penalty: 5756.077148
	Iteration 6F: 3 clusters Score -1.460733e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -14615476.000000 Penalty: 5756.077148
	Iteration 7F: 3 clusters Score -1.461548e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -14623404.000000 Penalty: 5756.077148
	Iteration 8F: 3 clusters Score -1.46234e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -14628755.000000 Penalty: 5756.077148
	Iteration 9F: 3 clusters Score -1.462876e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -14631306.000000 Penalty: 5756.077148
	Iteration 10Q: 3 clusters Score -1.463131e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -14632289.000000 Penalty: 5756.077148
	Iteration 11Q: 3 clusters Score -1.463229e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -14632677.000000 Penalty: 5756.077148
	Iteration 12Q: 3 clusters Score -1.463268e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -14632838.000000 Penalty: 5756.077148
	Iteration 13Q: 3 clusters Score -1.463284e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -14632921.000000 Penalty: 5756.077148
	Iteration 14Q: 3 clusters Score -1.463292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -14633005.000000 Penalty: 5756.077148
	Iteration 15Q: 3 clusters Score -1.4633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -14633043.000000 Penalty: 5756.077148
	Iteration 16Q: 3 clusters Score -1.463304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -14633087.000000 Penalty: 5756.077148
	Iteration 17Q: 3 clusters Score -1.463309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -14633115.000000 Penalty: 5756.077148
	Iteration 18Q: 3 clusters Score -1.463312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -14633112.000000 Penalty: 5756.077148
	Iteration 19Q: 3 clusters Score -1.463311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -14633117.000000 Penalty: 5756.077148
	Iteration 20F: 3 clusters Score -1.463312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -14633117.000000 Penalty: 5756.077148
	Iteration 21Q: 3 clusters Score -1.463312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -14633119.000000 Penalty: 5756.077148
	Iteration 22Q: 3 clusters Score -1.463312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -14633131.000000 Penalty: 5756.077148
	Iteration 23Q: 3 clusters Score -1.463313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -14633135.000000 Penalty: 5756.077148
	Iteration 24Q: 3 clusters Score -1.463314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -14633130.000000 Penalty: 5756.077148
	Iteration 25Q: 3 clusters Score -1.463313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -14633140.000000 Penalty: 5756.077148
	Iteration 26Q: 3 clusters Score -1.463314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -14633141.000000 Penalty: 5756.077148
	Iteration 27Q: 3 clusters Score -1.463314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -14633142.000000 Penalty: 5756.077148
	Iteration 28Q: 3 clusters Score -1.463314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -14633142.000000 Penalty: 5756.077148
	Iteration 29F: 3 clusters Score -1.463314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127051 members 
Entering Unmasked Estep 
Score: -16718507.000000 Penalty: 2914.581299
	Iteration 0F: 2 clusters Score -1.671851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -16633760.000000 Penalty: 5829.162598
	Iteration 0F: 3 clusters Score -1.663376e+07 nChanged 60434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -16668580.000000 Penalty: 5829.162598
	Iteration 1F: 3 clusters Score -1.666858e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -16669356.000000 Penalty: 5829.162598
	Iteration 2Q: 3 clusters Score -1.666936e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -16670265.000000 Penalty: 5829.162598
	Iteration 3Q: 3 clusters Score -1.667026e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -16671528.000000 Penalty: 5829.162598
	Iteration 4Q: 3 clusters Score -1.667153e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -16673219.000000 Penalty: 5829.162598
	Iteration 5Q: 3 clusters Score -1.667322e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -16675904.000000 Penalty: 5829.162598
	Iteration 6Q: 3 clusters Score -1.66759e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -16680398.000000 Penalty: 5829.162598
	Iteration 7F: 3 clusters Score -1.66804e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -16687192.000000 Penalty: 5829.162598
	Iteration 8F: 3 clusters Score -1.668719e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 103875 members 
Entering Unmasked Estep 
Score: -16695942.000000 Penalty: 5829.162598
	Iteration 9F: 3 clusters Score -1.669594e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -16704438.000000 Penalty: 5829.162598
	Iteration 10F: 3 clusters Score -1.670444e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -16710304.000000 Penalty: 5829.162598
	Iteration 11Q: 3 clusters Score -1.67103e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -16713450.000000 Penalty: 5829.162598
	Iteration 12Q: 3 clusters Score -1.671345e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -16714843.000000 Penalty: 5829.162598
	Iteration 13Q: 3 clusters Score -1.671484e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -16715426.000000 Penalty: 5829.162598
	Iteration 14Q: 3 clusters Score -1.671543e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -16715758.000000 Penalty: 5829.162598
	Iteration 15Q: 3 clusters Score -1.671576e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -16715957.000000 Penalty: 5829.162598
	Iteration 16Q: 3 clusters Score -1.671596e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -16716037.000000 Penalty: 5829.162598
	Iteration 17Q: 3 clusters Score -1.671604e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -16716092.000000 Penalty: 5829.162598
	Iteration 18Q: 3 clusters Score -1.671609e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -16716120.000000 Penalty: 5829.162598
	Iteration 19Q: 3 clusters Score -1.671612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -16716143.000000 Penalty: 5829.162598
	Iteration 20F: 3 clusters Score -1.671614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 126251 members 
Entering Unmasked Estep 
Score: -16716144.000000 Penalty: 5829.162598
	Iteration 21Q: 3 clusters Score -1.671614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -16716161.000000 Penalty: 5829.162598
	Iteration 22Q: 3 clusters Score -1.671616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 126285 members 
Entering Unmasked Estep 
Score: -16716174.000000 Penalty: 5829.162598
	Iteration 23Q: 3 clusters Score -1.671617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -16716197.000000 Penalty: 5829.162598
	Iteration 24Q: 3 clusters Score -1.67162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 126305 members 
Entering Unmasked Estep 
Score: -16716201.000000 Penalty: 5829.162598
	Iteration 25Q: 3 clusters Score -1.67162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -16716206.000000 Penalty: 5829.162598
	Iteration 26Q: 3 clusters Score -1.671621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -16716211.000000 Penalty: 5829.162598
	Iteration 27Q: 3 clusters Score -1.671621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -16716219.000000 Penalty: 5829.162598
	Iteration 28Q: 3 clusters Score -1.671622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 126329 members 
Entering Unmasked Estep 
Score: -16716201.000000 Penalty: 5829.162598
	Iteration 29Q: 3 clusters Score -1.67162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -16716210.000000 Penalty: 5829.162598
	Iteration 30Q: 3 clusters Score -1.671621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -16716224.000000 Penalty: 5829.162598
	Iteration 31Q: 3 clusters Score -1.671622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 126334 members 
Entering Unmasked Estep 
Score: -16716222.000000 Penalty: 5829.162598
	Iteration 32Q: 3 clusters Score -1.671622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -16716224.000000 Penalty: 5829.162598
	Iteration 33Q: 3 clusters Score -1.671622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -16716226.000000 Penalty: 5829.162598
	Iteration 34Q: 3 clusters Score -1.671623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -16716219.000000 Penalty: 5829.162598
	Iteration 35Q: 3 clusters Score -1.671622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -16716212.000000 Penalty: 5829.162598
	Iteration 36Q: 3 clusters Score -1.671621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -16716218.000000 Penalty: 5829.162598
	Iteration 37Q: 3 clusters Score -1.671622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -16716206.000000 Penalty: 5829.162598
	Iteration 38Q: 3 clusters Score -1.671621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -16716206.000000 Penalty: 5829.162598
	Iteration 39F: 3 clusters Score -1.671621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (133377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Entering Unmasked Estep 
Score: -16617122.000000 Penalty: 2926.631836
	Iteration 0F: 2 clusters Score -1.661712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -16527869.000000 Penalty: 5853.263672
	Iteration 0F: 3 clusters Score -1.652787e+07 nChanged 63646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -16565776.000000 Penalty: 5853.263672
	Iteration 1F: 3 clusters Score -1.656578e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -16567395.000000 Penalty: 5853.263672
	Iteration 2Q: 3 clusters Score -1.65674e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -16569417.000000 Penalty: 5853.263672
	Iteration 3Q: 3 clusters Score -1.656942e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -16572276.000000 Penalty: 5853.263672
	Iteration 4Q: 3 clusters Score -1.657228e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -16575888.000000 Penalty: 5853.263672
	Iteration 5F: 3 clusters Score -1.657589e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -16580190.000000 Penalty: 5853.263672
	Iteration 6F: 3 clusters Score -1.658019e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -16585239.000000 Penalty: 5853.263672
	Iteration 7F: 3 clusters Score -1.658524e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -16590209.000000 Penalty: 5853.263672
	Iteration 8F: 3 clusters Score -1.659021e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -16594853.000000 Penalty: 5853.263672
	Iteration 9F: 3 clusters Score -1.659485e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -16599050.000000 Penalty: 5853.263672
	Iteration 10Q: 3 clusters Score -1.659905e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -16602619.000000 Penalty: 5853.263672
	Iteration 11Q: 3 clusters Score -1.660262e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -16605886.000000 Penalty: 5853.263672
	Iteration 12Q: 3 clusters Score -1.660589e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -16608656.000000 Penalty: 5853.263672
	Iteration 13Q: 3 clusters Score -1.660866e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -16610920.000000 Penalty: 5853.263672
	Iteration 14Q: 3 clusters Score -1.661092e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -16612524.000000 Penalty: 5853.263672
	Iteration 15Q: 3 clusters Score -1.661252e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -16613694.000000 Penalty: 5853.263672
	Iteration 16Q: 3 clusters Score -1.661369e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129941 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -16614401.000000 Penalty: 5853.263672
	Iteration 17Q: 3 clusters Score -1.66144e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130619 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -16614907.000000 Penalty: 5853.263672
	Iteration 18Q: 3 clusters Score -1.661491e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -16615249.000000 Penalty: 5853.263672
	Iteration 19Q: 3 clusters Score -1.661525e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -16615423.000000 Penalty: 5853.263672
	Iteration 20F: 3 clusters Score -1.661542e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16615598.000000 Penalty: 5853.263672
	Iteration 21Q: 3 clusters Score -1.66156e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131642 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16615743.000000 Penalty: 5853.263672
	Iteration 22Q: 3 clusters Score -1.661574e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131729 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -16615816.000000 Penalty: 5853.263672
	Iteration 23Q: 3 clusters Score -1.661582e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131794 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16615939.000000 Penalty: 5853.263672
	Iteration 24Q: 3 clusters Score -1.661594e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16615999.000000 Penalty: 5853.263672
	Iteration 25Q: 3 clusters Score -1.6616e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -16616027.000000 Penalty: 5853.263672
	Iteration 26Q: 3 clusters Score -1.661603e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131879 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16616051.000000 Penalty: 5853.263672
	Iteration 27Q: 3 clusters Score -1.661605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16616071.000000 Penalty: 5853.263672
	Iteration 28Q: 3 clusters Score -1.661607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16616073.000000 Penalty: 5853.263672
	Iteration 29Q: 3 clusters Score -1.661607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -16616086.000000 Penalty: 5853.263672
	Iteration 30Q: 3 clusters Score -1.661609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16616103.000000 Penalty: 5853.263672
	Iteration 31Q: 3 clusters Score -1.66161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16616096.000000 Penalty: 5853.263672
	Iteration 32Q: 3 clusters Score -1.66161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131913 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -16616108.000000 Penalty: 5853.263672
	Iteration 33Q: 3 clusters Score -1.661611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -16616118.000000 Penalty: 5853.263672
	Iteration 34Q: 3 clusters Score -1.661612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16616129.000000 Penalty: 5853.263672
	Iteration 35Q: 3 clusters Score -1.661613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16616118.000000 Penalty: 5853.263672
	Iteration 36Q: 3 clusters Score -1.661612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131933 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16616139.000000 Penalty: 5853.263672
	Iteration 37Q: 3 clusters Score -1.661614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -16616124.000000 Penalty: 5853.263672
	Iteration 38Q: 3 clusters Score -1.661612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16616124.000000 Penalty: 5853.263672
	Iteration 39Q: 3 clusters Score -1.661612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16616109.000000 Penalty: 5853.263672
	Iteration 40F: 3 clusters Score -1.661611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16616112.000000 Penalty: 5853.263672
	Iteration 41Q: 3 clusters Score -1.661611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16616113.000000 Penalty: 5853.263672
	Iteration 42Q: 3 clusters Score -1.661611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16616123.000000 Penalty: 5853.263672
	Iteration 43Q: 3 clusters Score -1.661612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16616131.000000 Penalty: 5853.263672
	Iteration 44Q: 3 clusters Score -1.661613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16616137.000000 Penalty: 5853.263672
	Iteration 45Q: 3 clusters Score -1.661614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16616133.000000 Penalty: 5853.263672
	Iteration 46Q: 3 clusters Score -1.661613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16616133.000000 Penalty: 5853.263672
	Iteration 47F: 3 clusters Score -1.661613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66870.578125 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66870.58 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67109.203125 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67109.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67225.648438 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67225.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67281.867188 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67281.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67338.265625 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67338.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67371.953125 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67371.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67402.320312 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67402.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67415.679688 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67415.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67430.078125 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67430.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67440.382812 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -67440.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67440.382812 Penalty: 3132.417725
	Iteration 10F: 3 clusters Score -67440.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -545124.500000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -545124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -540971.500000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -540971.5 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -542047.500000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -542047.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -542449.187500 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -542449.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -542789.500000 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -542789.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -543059.312500 Penalty: 4165.499512
	Iteration 4F: 3 clusters Score -543059.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -543273.875000 Penalty: 4165.499512
	Iteration 5F: 3 clusters Score -543273.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -543449.312500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -543449.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -543556.375000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -543556.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -543635.812500 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -543635.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -543706.750000 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -543706.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -543798.687500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -543798.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -543894.875000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -543894.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -543971.625000 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -543971.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -544011.875000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -544011.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -544029.062500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -544029.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -544041.187500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -544041.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -544050.750000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -544050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -544059.000000 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -544059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -544063.875000 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -544063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -544067.125000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -544067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -544070.625000 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -544070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -544076.187500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -544076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -544079.312500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -544079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -544084.375000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -544084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -544090.500000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -544090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -544095.125000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -544095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -544097.125000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -544097.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -544099.000000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -544099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -544103.750000 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -544103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -544106.750000 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -544106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -544110.875000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -544110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -544116.375000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -544116.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -544123.250000 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -544123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -544128.875000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -544128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -544135.500000 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -544135.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -544141.875000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -544141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -544147.375000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -544147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -544150.937500 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -544150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -544155.312500 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -544155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -544156.875000 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -544156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -544156.250000 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -544156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544156.875000 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -544156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544156.750000 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -544156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544157.437500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -544157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544158.500000 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -544158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544158.500000 Penalty: 4165.499512
	Iteration 45F: 3 clusters Score -544158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2562980.500000 Penalty: 2443.161377
	Iteration 0F: 2 clusters Score -2562980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2549678.000000 Penalty: 4886.322754
	Iteration 0F: 3 clusters Score -2549678 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2554194.750000 Penalty: 4886.322754
	Iteration 1F: 3 clusters Score -2554195 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2554717.500000 Penalty: 4886.322754
	Iteration 2F: 3 clusters Score -2554718 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2555215.750000 Penalty: 4886.322754
	Iteration 3F: 3 clusters Score -2555216 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2555679.500000 Penalty: 4886.322754
	Iteration 4F: 3 clusters Score -2555680 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2556160.250000 Penalty: 4886.322754
	Iteration 5Q: 3 clusters Score -2556160 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2556654.250000 Penalty: 4886.322754
	Iteration 6F: 3 clusters Score -2556654 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2557203.500000 Penalty: 4886.322754
	Iteration 7F: 3 clusters Score -2557204 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2557782.750000 Penalty: 4886.322754
	Iteration 8Q: 3 clusters Score -2557783 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2558359.250000 Penalty: 4886.322754
	Iteration 9Q: 3 clusters Score -2558359 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2558885.250000 Penalty: 4886.322754
	Iteration 10Q: 3 clusters Score -2558885 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2559267.250000 Penalty: 4886.322754
	Iteration 11Q: 3 clusters Score -2559267 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2559543.750000 Penalty: 4886.322754
	Iteration 12Q: 3 clusters Score -2559544 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2559778.500000 Penalty: 4886.322754
	Iteration 13Q: 3 clusters Score -2559778 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2560008.500000 Penalty: 4886.322754
	Iteration 14Q: 3 clusters Score -2560008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2560216.750000 Penalty: 4886.322754
	Iteration 15Q: 3 clusters Score -2560217 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2560384.000000 Penalty: 4886.322754
	Iteration 16Q: 3 clusters Score -2560384 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2560532.250000 Penalty: 4886.322754
	Iteration 17Q: 3 clusters Score -2560532 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2560665.500000 Penalty: 4886.322754
	Iteration 18Q: 3 clusters Score -2560666 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2560791.500000 Penalty: 4886.322754
	Iteration 19Q: 3 clusters Score -2560792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2560884.000000 Penalty: 4886.322754
	Iteration 20F: 3 clusters Score -2560884 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2560970.500000 Penalty: 4886.322754
	Iteration 21Q: 3 clusters Score -2560970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2561024.000000 Penalty: 4886.322754
	Iteration 22Q: 3 clusters Score -2561024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2561063.000000 Penalty: 4886.322754
	Iteration 23Q: 3 clusters Score -2561063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2561094.000000 Penalty: 4886.322754
	Iteration 24Q: 3 clusters Score -2561094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2561124.500000 Penalty: 4886.322754
	Iteration 25Q: 3 clusters Score -2561124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2561171.000000 Penalty: 4886.322754
	Iteration 26Q: 3 clusters Score -2561171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2561205.500000 Penalty: 4886.322754
	Iteration 27Q: 3 clusters Score -2561206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2561235.000000 Penalty: 4886.322754
	Iteration 28Q: 3 clusters Score -2561235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2561273.750000 Penalty: 4886.322754
	Iteration 29Q: 3 clusters Score -2561274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2561300.750000 Penalty: 4886.322754
	Iteration 30Q: 3 clusters Score -2561301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2561319.500000 Penalty: 4886.322754
	Iteration 31Q: 3 clusters Score -2561320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2561339.250000 Penalty: 4886.322754
	Iteration 32Q: 3 clusters Score -2561339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2561357.750000 Penalty: 4886.322754
	Iteration 33Q: 3 clusters Score -2561358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2561367.750000 Penalty: 4886.322754
	Iteration 34Q: 3 clusters Score -2561368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2561371.750000 Penalty: 4886.322754
	Iteration 35Q: 3 clusters Score -2561372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2561387.250000 Penalty: 4886.322754
	Iteration 36Q: 3 clusters Score -2561387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2561393.750000 Penalty: 4886.322754
	Iteration 37Q: 3 clusters Score -2561394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2561411.500000 Penalty: 4886.322754
	Iteration 38Q: 3 clusters Score -2561412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2561413.750000 Penalty: 4886.322754
	Iteration 39Q: 3 clusters Score -2561414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2561417.750000 Penalty: 4886.322754
	Iteration 40F: 3 clusters Score -2561418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2561415.500000 Penalty: 4886.322754
	Iteration 41Q: 3 clusters Score -2561416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2561415.250000 Penalty: 4886.322754
	Iteration 42Q: 3 clusters Score -2561415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2561418.500000 Penalty: 4886.322754
	Iteration 43Q: 3 clusters Score -2561418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2561423.000000 Penalty: 4886.322754
	Iteration 44Q: 3 clusters Score -2561423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2561422.750000 Penalty: 4886.322754
	Iteration 45Q: 3 clusters Score -2561423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2561421.750000 Penalty: 4886.322754
	Iteration 46Q: 3 clusters Score -2561422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2561426.750000 Penalty: 4886.322754
	Iteration 47Q: 3 clusters Score -2561427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2561425.500000 Penalty: 4886.322754
	Iteration 48Q: 3 clusters Score -2561426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2561422.250000 Penalty: 4886.322754
	Iteration 49Q: 3 clusters Score -2561422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2561422.250000 Penalty: 4886.322754
	Iteration 50F: 3 clusters Score -2561422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Entering Unmasked Estep 
Score: -11462479.000000 Penalty: 2816.543945
	Iteration 0F: 2 clusters Score -1.146248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -11405294.000000 Penalty: 5633.087891
	Iteration 0F: 3 clusters Score -1.140529e+07 nChanged 40240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -11428054.000000 Penalty: 5633.087891
	Iteration 1F: 3 clusters Score -1.142805e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -11428541.000000 Penalty: 5633.087891
	Iteration 2Q: 3 clusters Score -1.142854e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -11429022.000000 Penalty: 5633.087891
	Iteration 3Q: 3 clusters Score -1.142902e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -11429630.000000 Penalty: 5633.087891
	Iteration 4Q: 3 clusters Score -1.142963e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -11430356.000000 Penalty: 5633.087891
	Iteration 5Q: 3 clusters Score -1.143036e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -11431277.000000 Penalty: 5633.087891
	Iteration 6Q: 3 clusters Score -1.143128e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -11432778.000000 Penalty: 5633.087891
	Iteration 7Q: 3 clusters Score -1.143278e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -11434853.000000 Penalty: 5633.087891
	Iteration 8Q: 3 clusters Score -1.143485e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -11437775.000000 Penalty: 5633.087891
	Iteration 9F: 3 clusters Score -1.143778e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -11441660.000000 Penalty: 5633.087891
	Iteration 10F: 3 clusters Score -1.144166e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -11446094.000000 Penalty: 5633.087891
	Iteration 11F: 3 clusters Score -1.144609e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -11449885.000000 Penalty: 5633.087891
	Iteration 12F: 3 clusters Score -1.144988e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -11452700.000000 Penalty: 5633.087891
	Iteration 13Q: 3 clusters Score -1.14527e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -11454641.000000 Penalty: 5633.087891
	Iteration 14Q: 3 clusters Score -1.145464e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -11455752.000000 Penalty: 5633.087891
	Iteration 15Q: 3 clusters Score -1.145575e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -11456517.000000 Penalty: 5633.087891
	Iteration 16Q: 3 clusters Score -1.145652e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -11457129.000000 Penalty: 5633.087891
	Iteration 17Q: 3 clusters Score -1.145713e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -11457594.000000 Penalty: 5633.087891
	Iteration 18Q: 3 clusters Score -1.145759e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -11458039.000000 Penalty: 5633.087891
	Iteration 19Q: 3 clusters Score -1.145804e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11458371.000000 Penalty: 5633.087891
	Iteration 20F: 3 clusters Score -1.145837e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -11458570.000000 Penalty: 5633.087891
	Iteration 21Q: 3 clusters Score -1.145857e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -11458783.000000 Penalty: 5633.087891
	Iteration 22Q: 3 clusters Score -1.145878e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -11458989.000000 Penalty: 5633.087891
	Iteration 23Q: 3 clusters Score -1.145899e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -11459193.000000 Penalty: 5633.087891
	Iteration 24Q: 3 clusters Score -1.145919e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11459339.000000 Penalty: 5633.087891
	Iteration 25Q: 3 clusters Score -1.145934e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11459480.000000 Penalty: 5633.087891
	Iteration 26Q: 3 clusters Score -1.145948e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11459535.000000 Penalty: 5633.087891
	Iteration 27Q: 3 clusters Score -1.145954e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11459658.000000 Penalty: 5633.087891
	Iteration 28Q: 3 clusters Score -1.145966e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11459700.000000 Penalty: 5633.087891
	Iteration 29Q: 3 clusters Score -1.14597e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11459721.000000 Penalty: 5633.087891
	Iteration 30Q: 3 clusters Score -1.145972e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11459747.000000 Penalty: 5633.087891
	Iteration 31Q: 3 clusters Score -1.145975e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11459781.000000 Penalty: 5633.087891
	Iteration 32Q: 3 clusters Score -1.145978e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11459825.000000 Penalty: 5633.087891
	Iteration 33Q: 3 clusters Score -1.145982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11459854.000000 Penalty: 5633.087891
	Iteration 34Q: 3 clusters Score -1.145985e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11459897.000000 Penalty: 5633.087891
	Iteration 35Q: 3 clusters Score -1.14599e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11459907.000000 Penalty: 5633.087891
	Iteration 36Q: 3 clusters Score -1.145991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11459928.000000 Penalty: 5633.087891
	Iteration 37Q: 3 clusters Score -1.145993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11459949.000000 Penalty: 5633.087891
	Iteration 38Q: 3 clusters Score -1.145995e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11459975.000000 Penalty: 5633.087891
	Iteration 39Q: 3 clusters Score -1.145998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11459982.000000 Penalty: 5633.087891
	Iteration 40F: 3 clusters Score -1.145998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11459988.000000 Penalty: 5633.087891
	Iteration 41Q: 3 clusters Score -1.145999e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11459986.000000 Penalty: 5633.087891
	Iteration 42Q: 3 clusters Score -1.145999e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11460007.000000 Penalty: 5633.087891
	Iteration 43Q: 3 clusters Score -1.146001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11460016.000000 Penalty: 5633.087891
	Iteration 44Q: 3 clusters Score -1.146002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11459993.000000 Penalty: 5633.087891
	Iteration 45Q: 3 clusters Score -1.145999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11460030.000000 Penalty: 5633.087891
	Iteration 46Q: 3 clusters Score -1.146003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11460018.000000 Penalty: 5633.087891
	Iteration 47Q: 3 clusters Score -1.146002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11460027.000000 Penalty: 5633.087891
	Iteration 48Q: 3 clusters Score -1.146003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11460056.000000 Penalty: 5633.087891
	Iteration 49Q: 3 clusters Score -1.146006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11460074.000000 Penalty: 5633.087891
	Iteration 50Q: 3 clusters Score -1.146007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11460079.000000 Penalty: 5633.087891
	Iteration 51Q: 3 clusters Score -1.146008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11460081.000000 Penalty: 5633.087891
	Iteration 52Q: 3 clusters Score -1.146008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11460086.000000 Penalty: 5633.087891
	Iteration 53Q: 3 clusters Score -1.146009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11460097.000000 Penalty: 5633.087891
	Iteration 54Q: 3 clusters Score -1.14601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11460104.000000 Penalty: 5633.087891
	Iteration 55Q: 3 clusters Score -1.14601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11460107.000000 Penalty: 5633.087891
	Iteration 56Q: 3 clusters Score -1.146011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11460121.000000 Penalty: 5633.087891
	Iteration 57Q: 3 clusters Score -1.146012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11460128.000000 Penalty: 5633.087891
	Iteration 58Q: 3 clusters Score -1.146013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11460129.000000 Penalty: 5633.087891
	Iteration 59Q: 3 clusters Score -1.146013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11460122.000000 Penalty: 5633.087891
	Iteration 60F: 3 clusters Score -1.146012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11460120.000000 Penalty: 5633.087891
	Iteration 61Q: 3 clusters Score -1.146012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11460121.000000 Penalty: 5633.087891
	Iteration 62Q: 3 clusters Score -1.146012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11460126.000000 Penalty: 5633.087891
	Iteration 63Q: 3 clusters Score -1.146013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11460126.000000 Penalty: 5633.087891
	Iteration 64F: 3 clusters Score -1.146013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -691236.812500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -691236.8 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 2779 members 
Entering Unmasked Estep 
Score: -686394.062500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -686394.1 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -687621.500000 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -687621.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -687895.937500 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -687895.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -688079.687500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -688079.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -688234.125000 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -688234.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -688379.312500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -688379.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -688505.437500 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -688505.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -688614.625000 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -688614.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -688723.687500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -688723.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -688865.000000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -688865 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -689025.312500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -689025.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -689197.687500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -689197.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -689360.812500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -689360.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -689500.500000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -689500.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -689612.875000 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -689612.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -689686.562500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -689686.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -689734.375000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -689734.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -689770.687500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -689770.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -689802.562500 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -689802.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -689826.437500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -689826.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -689842.937500 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -689842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -689855.000000 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -689855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -689865.125000 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -689865.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -689879.687500 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -689879.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -689891.187500 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -689891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -689900.125000 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -689900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -689906.062500 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -689906.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -689912.375000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -689912.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -689923.062500 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -689923.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -689933.687500 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -689933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -689941.750000 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -689941.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -689946.062500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -689946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -689953.500000 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -689953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -689958.000000 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -689958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -689959.187500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -689959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -689962.187500 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -689962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -689963.687500 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -689963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -689964.500000 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -689964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -689965.625000 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -689965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -689966.125000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -689966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -689966.750000 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -689966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -689969.062500 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -689969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -689968.125000 Penalty: 4278.252441
	Iteration 42Q: 3 clusters Score -689968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -689970.375000 Penalty: 4278.252441
	Iteration 43Q: 3 clusters Score -689970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -689971.500000 Penalty: 4278.252441
	Iteration 44Q: 3 clusters Score -689971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -689973.500000 Penalty: 4278.252441
	Iteration 45Q: 3 clusters Score -689973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -689972.875000 Penalty: 4278.252441
	Iteration 46Q: 3 clusters Score -689972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -689974.062500 Penalty: 4278.252441
	Iteration 47Q: 3 clusters Score -689974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -689976.437500 Penalty: 4278.252441
	Iteration 48Q: 3 clusters Score -689976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -689978.187500 Penalty: 4278.252441
	Iteration 49Q: 3 clusters Score -689978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -689978.187500 Penalty: 4278.252441
	Iteration 50F: 3 clusters Score -689978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -55965.804688 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -55965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54480.902344 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -54480.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54622.019531 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -54622.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54665.000000 Penalty: 3036.756348
	Iteration 2Q: 3 clusters Score -54665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54695.429688 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -54695.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54735.679688 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -54735.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54756.312500 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -54756.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54776.820312 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -54776.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54779.273438 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -54779.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54779.273438 Penalty: 3036.756348
	Iteration 8F: 3 clusters Score -54779.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Entering Unmasked Estep 
Score: -1801218.500000 Penalty: 2365.438965
	Iteration 0F: 2 clusters Score -1801218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1791104.875000 Penalty: 4730.877930
	Iteration 0F: 3 clusters Score -1791105 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1794703.125000 Penalty: 4730.877930
	Iteration 1F: 3 clusters Score -1794703 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1795615.625000 Penalty: 4730.877930
	Iteration 2F: 3 clusters Score -1795616 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1796469.125000 Penalty: 4730.877930
	Iteration 3F: 3 clusters Score -1796469 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1797110.625000 Penalty: 4730.877930
	Iteration 4F: 3 clusters Score -1797111 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1797584.625000 Penalty: 4730.877930
	Iteration 5F: 3 clusters Score -1797585 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1797979.125000 Penalty: 4730.877930
	Iteration 6Q: 3 clusters Score -1797979 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1798351.625000 Penalty: 4730.877930
	Iteration 7Q: 3 clusters Score -1798352 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1798707.875000 Penalty: 4730.877930
	Iteration 8Q: 3 clusters Score -1798708 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1799076.375000 Penalty: 4730.877930
	Iteration 9Q: 3 clusters Score -1799076 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1799493.625000 Penalty: 4730.877930
	Iteration 10Q: 3 clusters Score -1799494 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1799916.250000 Penalty: 4730.877930
	Iteration 11Q: 3 clusters Score -1799916 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1800311.500000 Penalty: 4730.877930
	Iteration 12Q: 3 clusters Score -1800312 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1800644.125000 Penalty: 4730.877930
	Iteration 13Q: 3 clusters Score -1800644 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1800939.250000 Penalty: 4730.877930
	Iteration 14Q: 3 clusters Score -1800939 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1801166.250000 Penalty: 4730.877930
	Iteration 15Q: 3 clusters Score -1801166 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1801301.625000 Penalty: 4730.877930
	Iteration 16Q: 3 clusters Score -1801302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1801366.625000 Penalty: 4730.877930
	Iteration 17Q: 3 clusters Score -1801367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1801398.000000 Penalty: 4730.877930
	Iteration 18Q: 3 clusters Score -1801398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1801409.750000 Penalty: 4730.877930
	Iteration 19Q: 3 clusters Score -1801410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1801427.500000 Penalty: 4730.877930
	Iteration 20F: 3 clusters Score -1801428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1801427.250000 Penalty: 4730.877930
	Iteration 21Q: 3 clusters Score -1801427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1801436.250000 Penalty: 4730.877930
	Iteration 22Q: 3 clusters Score -1801436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1801441.500000 Penalty: 4730.877930
	Iteration 23Q: 3 clusters Score -1801442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1801443.125000 Penalty: 4730.877930
	Iteration 24Q: 3 clusters Score -1801443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1801443.500000 Penalty: 4730.877930
	Iteration 25Q: 3 clusters Score -1801444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1801441.000000 Penalty: 4730.877930
	Iteration 26Q: 3 clusters Score -1801441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1801440.375000 Penalty: 4730.877930
	Iteration 27Q: 3 clusters Score -1801440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1801440.375000 Penalty: 4730.877930
	Iteration 28F: 3 clusters Score -1801440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207803 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21886 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 109644 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133377 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85565 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 4452 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 91765 members 
Mstep: Class 29 contains 38395 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228804 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 7536 members 
Mstep: Class 38 contains 9426 members 
Entering Unmasked Estep 
Score: -181098432.000000 Penalty: 133400.531250
Splitting cluster 26 changes total score from -181099568.000000 to -181098432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (21184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Entering Unmasked Estep 
Score: -2859181.250000 Penalty: 2470.328369
	Iteration 0F: 2 clusters Score -2859181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2844424.250000 Penalty: 4940.656738
	Iteration 0F: 3 clusters Score -2844424 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2849443.250000 Penalty: 4940.656738
	Iteration 1F: 3 clusters Score -2849443 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2849812.750000 Penalty: 4940.656738
	Iteration 2F: 3 clusters Score -2849813 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2850132.250000 Penalty: 4940.656738
	Iteration 3Q: 3 clusters Score -2850132 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2850440.750000 Penalty: 4940.656738
	Iteration 4Q: 3 clusters Score -2850441 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2850774.500000 Penalty: 4940.656738
	Iteration 5Q: 3 clusters Score -2850774 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2851126.000000 Penalty: 4940.656738
	Iteration 6Q: 3 clusters Score -2851126 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2851577.750000 Penalty: 4940.656738
	Iteration 7Q: 3 clusters Score -2851578 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2852124.250000 Penalty: 4940.656738
	Iteration 8Q: 3 clusters Score -2852124 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2852734.750000 Penalty: 4940.656738
	Iteration 9Q: 3 clusters Score -2852735 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2853427.500000 Penalty: 4940.656738
	Iteration 10Q: 3 clusters Score -2853428 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2854092.500000 Penalty: 4940.656738
	Iteration 11Q: 3 clusters Score -2854092 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2854680.250000 Penalty: 4940.656738
	Iteration 12Q: 3 clusters Score -2854680 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2855142.000000 Penalty: 4940.656738
	Iteration 13Q: 3 clusters Score -2855142 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2855537.250000 Penalty: 4940.656738
	Iteration 14Q: 3 clusters Score -2855537 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2855846.750000 Penalty: 4940.656738
	Iteration 15Q: 3 clusters Score -2855847 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2856113.500000 Penalty: 4940.656738
	Iteration 16Q: 3 clusters Score -2856114 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2856326.750000 Penalty: 4940.656738
	Iteration 17Q: 3 clusters Score -2856327 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2856526.500000 Penalty: 4940.656738
	Iteration 18Q: 3 clusters Score -2856526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2856664.500000 Penalty: 4940.656738
	Iteration 19Q: 3 clusters Score -2856664 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2856768.250000 Penalty: 4940.656738
	Iteration 20F: 3 clusters Score -2856768 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2856862.000000 Penalty: 4940.656738
	Iteration 21Q: 3 clusters Score -2856862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2856924.000000 Penalty: 4940.656738
	Iteration 22Q: 3 clusters Score -2856924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2856971.250000 Penalty: 4940.656738
	Iteration 23Q: 3 clusters Score -2856971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2856999.750000 Penalty: 4940.656738
	Iteration 24Q: 3 clusters Score -2857000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2857022.250000 Penalty: 4940.656738
	Iteration 25Q: 3 clusters Score -2857022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2857039.750000 Penalty: 4940.656738
	Iteration 26Q: 3 clusters Score -2857040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2857067.250000 Penalty: 4940.656738
	Iteration 27Q: 3 clusters Score -2857067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2857088.000000 Penalty: 4940.656738
	Iteration 28Q: 3 clusters Score -2857088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2857108.250000 Penalty: 4940.656738
	Iteration 29Q: 3 clusters Score -2857108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2857118.000000 Penalty: 4940.656738
	Iteration 30Q: 3 clusters Score -2857118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2857124.250000 Penalty: 4940.656738
	Iteration 31Q: 3 clusters Score -2857124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2857134.000000 Penalty: 4940.656738
	Iteration 32Q: 3 clusters Score -2857134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2857137.750000 Penalty: 4940.656738
	Iteration 33Q: 3 clusters Score -2857138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2857138.500000 Penalty: 4940.656738
	Iteration 34Q: 3 clusters Score -2857138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2857143.250000 Penalty: 4940.656738
	Iteration 35Q: 3 clusters Score -2857143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2857146.750000 Penalty: 4940.656738
	Iteration 36Q: 3 clusters Score -2857147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2857153.500000 Penalty: 4940.656738
	Iteration 37Q: 3 clusters Score -2857154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2857151.250000 Penalty: 4940.656738
	Iteration 38Q: 3 clusters Score -2857151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2857162.750000 Penalty: 4940.656738
	Iteration 39Q: 3 clusters Score -2857163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2857164.000000 Penalty: 4940.656738
	Iteration 40F: 3 clusters Score -2857164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2857168.500000 Penalty: 4940.656738
	Iteration 41Q: 3 clusters Score -2857168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2857172.500000 Penalty: 4940.656738
	Iteration 42Q: 3 clusters Score -2857172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2857174.500000 Penalty: 4940.656738
	Iteration 43Q: 3 clusters Score -2857174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2857173.250000 Penalty: 4940.656738
	Iteration 44Q: 3 clusters Score -2857173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2857177.250000 Penalty: 4940.656738
	Iteration 45Q: 3 clusters Score -2857177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2857178.000000 Penalty: 4940.656738
	Iteration 46Q: 3 clusters Score -2857178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2857175.750000 Penalty: 4940.656738
	Iteration 47Q: 3 clusters Score -2857176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2857178.500000 Penalty: 4940.656738
	Iteration 48Q: 3 clusters Score -2857178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2857181.000000 Penalty: 4940.656738
	Iteration 49Q: 3 clusters Score -2857181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2857179.750000 Penalty: 4940.656738
	Iteration 50Q: 3 clusters Score -2857180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2857183.250000 Penalty: 4940.656738
	Iteration 51Q: 3 clusters Score -2857183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2857182.000000 Penalty: 4940.656738
	Iteration 52Q: 3 clusters Score -2857182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2857183.500000 Penalty: 4940.656738
	Iteration 53Q: 3 clusters Score -2857184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2857185.000000 Penalty: 4940.656738
	Iteration 54Q: 3 clusters Score -2857185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2857185.250000 Penalty: 4940.656738
	Iteration 55Q: 3 clusters Score -2857185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2857185.500000 Penalty: 4940.656738
	Iteration 56Q: 3 clusters Score -2857186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2857187.000000 Penalty: 4940.656738
	Iteration 57Q: 3 clusters Score -2857187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2857185.750000 Penalty: 4940.656738
	Iteration 58Q: 3 clusters Score -2857186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2857189.500000 Penalty: 4940.656738
	Iteration 59Q: 3 clusters Score -2857190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2857189.500000 Penalty: 4940.656738
	Iteration 60F: 3 clusters Score -2857190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Entering Unmasked Estep 
Score: -12235400.000000 Penalty: 2833.892578
	Iteration 0F: 2 clusters Score -1.22354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -12174208.000000 Penalty: 5667.785156
	Iteration 0F: 3 clusters Score -1.217421e+07 nChanged 43392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -12198714.000000 Penalty: 5667.785156
	Iteration 1F: 3 clusters Score -1.219871e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -12199433.000000 Penalty: 5667.785156
	Iteration 2Q: 3 clusters Score -1.219943e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -12200175.000000 Penalty: 5667.785156
	Iteration 3Q: 3 clusters Score -1.220018e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -12200921.000000 Penalty: 5667.785156
	Iteration 4Q: 3 clusters Score -1.220092e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -12201641.000000 Penalty: 5667.785156
	Iteration 5Q: 3 clusters Score -1.220164e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -12202457.000000 Penalty: 5667.785156
	Iteration 6Q: 3 clusters Score -1.220246e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12203446.000000 Penalty: 5667.785156
	Iteration 7Q: 3 clusters Score -1.220345e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -12204595.000000 Penalty: 5667.785156
	Iteration 8Q: 3 clusters Score -1.22046e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -12206010.000000 Penalty: 5667.785156
	Iteration 9Q: 3 clusters Score -1.220601e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -12207684.000000 Penalty: 5667.785156
	Iteration 10Q: 3 clusters Score -1.220768e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -12209590.000000 Penalty: 5667.785156
	Iteration 11Q: 3 clusters Score -1.220959e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -12211812.000000 Penalty: 5667.785156
	Iteration 12Q: 3 clusters Score -1.221181e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -12214149.000000 Penalty: 5667.785156
	Iteration 13Q: 3 clusters Score -1.221415e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -12216307.000000 Penalty: 5667.785156
	Iteration 14Q: 3 clusters Score -1.221631e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -12218538.000000 Penalty: 5667.785156
	Iteration 15Q: 3 clusters Score -1.221854e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -12220436.000000 Penalty: 5667.785156
	Iteration 16Q: 3 clusters Score -1.222044e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -12221817.000000 Penalty: 5667.785156
	Iteration 17Q: 3 clusters Score -1.222182e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -12222705.000000 Penalty: 5667.785156
	Iteration 18Q: 3 clusters Score -1.22227e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -12223343.000000 Penalty: 5667.785156
	Iteration 19Q: 3 clusters Score -1.222334e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -12223838.000000 Penalty: 5667.785156
	Iteration 20F: 3 clusters Score -1.222384e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -12224354.000000 Penalty: 5667.785156
	Iteration 21Q: 3 clusters Score -1.222435e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -12224863.000000 Penalty: 5667.785156
	Iteration 22Q: 3 clusters Score -1.222486e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -12225522.000000 Penalty: 5667.785156
	Iteration 23Q: 3 clusters Score -1.222552e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -12226167.000000 Penalty: 5667.785156
	Iteration 24Q: 3 clusters Score -1.222617e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -12226744.000000 Penalty: 5667.785156
	Iteration 25Q: 3 clusters Score -1.222674e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -12227396.000000 Penalty: 5667.785156
	Iteration 26Q: 3 clusters Score -1.22274e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -12228063.000000 Penalty: 5667.785156
	Iteration 27Q: 3 clusters Score -1.222806e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12228736.000000 Penalty: 5667.785156
	Iteration 28Q: 3 clusters Score -1.222874e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -12229426.000000 Penalty: 5667.785156
	Iteration 29Q: 3 clusters Score -1.222943e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -12230007.000000 Penalty: 5667.785156
	Iteration 30Q: 3 clusters Score -1.223001e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -12230596.000000 Penalty: 5667.785156
	Iteration 31Q: 3 clusters Score -1.22306e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -12231124.000000 Penalty: 5667.785156
	Iteration 32Q: 3 clusters Score -1.223112e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -12231726.000000 Penalty: 5667.785156
	Iteration 33Q: 3 clusters Score -1.223173e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -12232138.000000 Penalty: 5667.785156
	Iteration 34Q: 3 clusters Score -1.223214e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -12232485.000000 Penalty: 5667.785156
	Iteration 35Q: 3 clusters Score -1.223248e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -12232720.000000 Penalty: 5667.785156
	Iteration 36Q: 3 clusters Score -1.223272e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -12232820.000000 Penalty: 5667.785156
	Iteration 37Q: 3 clusters Score -1.223282e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -12232972.000000 Penalty: 5667.785156
	Iteration 38Q: 3 clusters Score -1.223297e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -12233009.000000 Penalty: 5667.785156
	Iteration 39Q: 3 clusters Score -1.223301e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -12233066.000000 Penalty: 5667.785156
	Iteration 40F: 3 clusters Score -1.223307e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -12233094.000000 Penalty: 5667.785156
	Iteration 41Q: 3 clusters Score -1.223309e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -12233160.000000 Penalty: 5667.785156
	Iteration 42Q: 3 clusters Score -1.223316e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12233189.000000 Penalty: 5667.785156
	Iteration 43Q: 3 clusters Score -1.223319e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -12233195.000000 Penalty: 5667.785156
	Iteration 44Q: 3 clusters Score -1.22332e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -12233207.000000 Penalty: 5667.785156
	Iteration 45Q: 3 clusters Score -1.223321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -12233232.000000 Penalty: 5667.785156
	Iteration 46Q: 3 clusters Score -1.223323e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -12233243.000000 Penalty: 5667.785156
	Iteration 47Q: 3 clusters Score -1.223324e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -12233231.000000 Penalty: 5667.785156
	Iteration 48Q: 3 clusters Score -1.223323e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -12233260.000000 Penalty: 5667.785156
	Iteration 49Q: 3 clusters Score -1.223326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -12233267.000000 Penalty: 5667.785156
	Iteration 50Q: 3 clusters Score -1.223327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -12233284.000000 Penalty: 5667.785156
	Iteration 51Q: 3 clusters Score -1.223328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -12233268.000000 Penalty: 5667.785156
	Iteration 52Q: 3 clusters Score -1.223327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -12233266.000000 Penalty: 5667.785156
	Iteration 53Q: 3 clusters Score -1.223327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -12233251.000000 Penalty: 5667.785156
	Iteration 54Q: 3 clusters Score -1.223325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -12233245.000000 Penalty: 5667.785156
	Iteration 55Q: 3 clusters Score -1.223324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -12233245.000000 Penalty: 5667.785156
	Iteration 56Q: 3 clusters Score -1.223324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -12233247.000000 Penalty: 5667.785156
	Iteration 57Q: 3 clusters Score -1.223325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -12233252.000000 Penalty: 5667.785156
	Iteration 58Q: 3 clusters Score -1.223325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -12233256.000000 Penalty: 5667.785156
	Iteration 59Q: 3 clusters Score -1.223326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -12233250.000000 Penalty: 5667.785156
	Iteration 60F: 3 clusters Score -1.223325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -12233257.000000 Penalty: 5667.785156
	Iteration 61Q: 3 clusters Score -1.223326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -12233253.000000 Penalty: 5667.785156
	Iteration 62Q: 3 clusters Score -1.223325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -12233247.000000 Penalty: 5667.785156
	Iteration 63Q: 3 clusters Score -1.223325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12233249.000000 Penalty: 5667.785156
	Iteration 64Q: 3 clusters Score -1.223325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -12233250.000000 Penalty: 5667.785156
	Iteration 65Q: 3 clusters Score -1.223325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12233249.000000 Penalty: 5667.785156
	Iteration 66Q: 3 clusters Score -1.223325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12233249.000000 Penalty: 5667.785156
	Iteration 67F: 3 clusters Score -1.223325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Entering Unmasked Estep 
Score: -5106307.500000 Penalty: 2617.809082
	Iteration 0F: 2 clusters Score -5106308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5080303.000000 Penalty: 5235.618164
	Iteration 0F: 3 clusters Score -5080303 nChanged 17456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5089766.000000 Penalty: 5235.618164
	Iteration 1F: 3 clusters Score -5089766 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5090259.000000 Penalty: 5235.618164
	Iteration 2Q: 3 clusters Score -5090259 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5090862.500000 Penalty: 5235.618164
	Iteration 3Q: 3 clusters Score -5090862 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5091587.500000 Penalty: 5235.618164
	Iteration 4Q: 3 clusters Score -5091588 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5092697.000000 Penalty: 5235.618164
	Iteration 5F: 3 clusters Score -5092697 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -5094375.000000 Penalty: 5235.618164
	Iteration 6F: 3 clusters Score -5094375 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5096793.500000 Penalty: 5235.618164
	Iteration 7F: 3 clusters Score -5096794 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5099507.500000 Penalty: 5235.618164
	Iteration 8F: 3 clusters Score -5099508 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5101646.500000 Penalty: 5235.618164
	Iteration 9F: 3 clusters Score -5101646 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5102834.500000 Penalty: 5235.618164
	Iteration 10Q: 3 clusters Score -5102834 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5103498.000000 Penalty: 5235.618164
	Iteration 11Q: 3 clusters Score -5103498 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5103804.000000 Penalty: 5235.618164
	Iteration 12Q: 3 clusters Score -5103804 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5103925.000000 Penalty: 5235.618164
	Iteration 13Q: 3 clusters Score -5103925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5104003.500000 Penalty: 5235.618164
	Iteration 14Q: 3 clusters Score -5104004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5104051.000000 Penalty: 5235.618164
	Iteration 15Q: 3 clusters Score -5104051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5104087.000000 Penalty: 5235.618164
	Iteration 16Q: 3 clusters Score -5104087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5104107.500000 Penalty: 5235.618164
	Iteration 17Q: 3 clusters Score -5104108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5104129.000000 Penalty: 5235.618164
	Iteration 18Q: 3 clusters Score -5104129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5104158.000000 Penalty: 5235.618164
	Iteration 19Q: 3 clusters Score -5104158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5104188.000000 Penalty: 5235.618164
	Iteration 20F: 3 clusters Score -5104188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5104204.000000 Penalty: 5235.618164
	Iteration 21Q: 3 clusters Score -5104204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5104225.000000 Penalty: 5235.618164
	Iteration 22Q: 3 clusters Score -5104225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5104233.500000 Penalty: 5235.618164
	Iteration 23Q: 3 clusters Score -5104234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5104241.000000 Penalty: 5235.618164
	Iteration 24Q: 3 clusters Score -5104241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5104255.000000 Penalty: 5235.618164
	Iteration 25Q: 3 clusters Score -5104255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5104259.500000 Penalty: 5235.618164
	Iteration 26Q: 3 clusters Score -5104260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5104259.500000 Penalty: 5235.618164
	Iteration 27F: 3 clusters Score -5104260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -567851.562500 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -567851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -563655.250000 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -563655.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -564603.187500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -564603.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -564775.562500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -564775.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -564874.375000 Penalty: 4172.158691
	Iteration 3Q: 3 clusters Score -564874.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -564944.000000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -564944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -565001.125000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -565001.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -565049.937500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -565049.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -565086.312500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -565086.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -565126.437500 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -565126.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -565168.062500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -565168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -565202.812500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -565202.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -565231.000000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -565231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -565256.187500 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -565256.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -565279.000000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -565279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -565302.000000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -565302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -565324.062500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -565324.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565351.937500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -565351.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -565381.750000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -565381.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -565405.500000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -565405.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -565422.812500 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -565422.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -565442.625000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -565442.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -565464.375000 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -565464.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -565486.562500 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -565486.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -565503.750000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -565503.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -565516.312500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -565516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -565528.625000 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -565528.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -565552.437500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -565552.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -565582.437500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -565582.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -565617.437500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -565617.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -565655.625000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -565655.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -565693.375000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -565693.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -565733.687500 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -565733.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -565771.062500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -565771.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -565807.375000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -565807.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -565831.250000 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -565831.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -565852.437500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -565852.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -565869.437500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -565869.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -565888.500000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -565888.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -565898.625000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -565898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -565907.812500 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -565907.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -565914.562500 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -565914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -565920.500000 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -565920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -565927.812500 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -565927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -565932.750000 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -565932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -565937.750000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -565937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -565947.187500 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -565947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -565956.625000 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -565956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -565964.937500 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -565964.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -565971.125000 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -565971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -565972.937500 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -565972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -565976.937500 Penalty: 4172.158691
	Iteration 50Q: 3 clusters Score -565976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -565977.250000 Penalty: 4172.158691
	Iteration 51Q: 3 clusters Score -565977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -565978.312500 Penalty: 4172.158691
	Iteration 52Q: 3 clusters Score -565978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -565980.125000 Penalty: 4172.158691
	Iteration 53Q: 3 clusters Score -565980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -565982.375000 Penalty: 4172.158691
	Iteration 54Q: 3 clusters Score -565982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -565983.500000 Penalty: 4172.158691
	Iteration 55Q: 3 clusters Score -565983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -565983.875000 Penalty: 4172.158691
	Iteration 56Q: 3 clusters Score -565983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -565983.500000 Penalty: 4172.158691
	Iteration 57Q: 3 clusters Score -565983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -565983.500000 Penalty: 4172.158691
	Iteration 58F: 3 clusters Score -565983.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -257074.609375 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -257074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254473.375000 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -254473.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -254928.296875 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -254928.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -255059.406250 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -255059.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255124.250000 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -255124.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -255170.796875 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -255170.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -255212.609375 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -255212.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -255254.593750 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -255254.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -255307.968750 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -255308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -255354.515625 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -255354.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255386.531250 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -255386.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -255410.656250 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -255410.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -255423.109375 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -255423.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -255430.906250 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -255430.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255443.718750 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -255443.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -255457.828125 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -255457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -255475.796875 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -255475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -255495.921875 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -255495.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -255519.359375 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -255519.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -255533.953125 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -255534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -255549.671875 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -255549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -255558.171875 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -255558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -255569.859375 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -255569.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255579.328125 Penalty: 3771.780518
	Iteration 22Q: 3 clusters Score -255579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -255583.984375 Penalty: 3771.780518
	Iteration 23Q: 3 clusters Score -255584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -255589.593750 Penalty: 3771.780518
	Iteration 24Q: 3 clusters Score -255589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -255592.578125 Penalty: 3771.780518
	Iteration 25Q: 3 clusters Score -255592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -255600.453125 Penalty: 3771.780518
	Iteration 26Q: 3 clusters Score -255600.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -255611.062500 Penalty: 3771.780518
	Iteration 27Q: 3 clusters Score -255611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -255615.156250 Penalty: 3771.780518
	Iteration 28Q: 3 clusters Score -255615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -255618.296875 Penalty: 3771.780518
	Iteration 29Q: 3 clusters Score -255618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -255620.625000 Penalty: 3771.780518
	Iteration 30Q: 3 clusters Score -255620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -255622.296875 Penalty: 3771.780518
	Iteration 31Q: 3 clusters Score -255622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -255623.218750 Penalty: 3771.780518
	Iteration 32Q: 3 clusters Score -255623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -255624.671875 Penalty: 3771.780518
	Iteration 33Q: 3 clusters Score -255624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -255626.406250 Penalty: 3771.780518
	Iteration 34Q: 3 clusters Score -255626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -255626.281250 Penalty: 3771.780518
	Iteration 35Q: 3 clusters Score -255626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -255628.062500 Penalty: 3771.780518
	Iteration 36Q: 3 clusters Score -255628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -255630.296875 Penalty: 3771.780518
	Iteration 37Q: 3 clusters Score -255630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -255630.171875 Penalty: 3771.780518
	Iteration 38Q: 3 clusters Score -255630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -255630.171875 Penalty: 3771.780518
	Iteration 39F: 3 clusters Score -255630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -436548.968750 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -436549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -433031.062500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -433031.1 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -433827.531250 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -433827.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -434008.500000 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -434008.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -434149.906250 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -434149.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -434267.906250 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -434267.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -434343.312500 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -434343.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -434398.906250 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -434398.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434447.781250 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -434447.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -434497.781250 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -434497.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -434542.437500 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -434542.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -434585.375000 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -434585.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -434631.468750 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -434631.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -434664.593750 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -434664.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -434696.468750 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -434696.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -434731.062500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -434731.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -434773.343750 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -434773.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -434809.125000 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -434809.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -434830.781250 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -434830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -434844.343750 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -434844.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -434857.687500 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -434857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -434869.343750 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -434869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -434877.531250 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -434877.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -434883.875000 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -434883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -434890.250000 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -434890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -434895.125000 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -434895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -434897.843750 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -434897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -434899.531250 Penalty: 4042.059326
	Iteration 26Q: 3 clusters Score -434899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -434900.562500 Penalty: 4042.059326
	Iteration 27Q: 3 clusters Score -434900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -434901.968750 Penalty: 4042.059326
	Iteration 28Q: 3 clusters Score -434902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -434902.125000 Penalty: 4042.059326
	Iteration 29Q: 3 clusters Score -434902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -434903.656250 Penalty: 4042.059326
	Iteration 30Q: 3 clusters Score -434903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434904.437500 Penalty: 4042.059326
	Iteration 31Q: 3 clusters Score -434904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -434906.031250 Penalty: 4042.059326
	Iteration 32Q: 3 clusters Score -434906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434905.968750 Penalty: 4042.059326
	Iteration 33Q: 3 clusters Score -434906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434905.968750 Penalty: 4042.059326
	Iteration 34F: 3 clusters Score -434906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Entering Unmasked Estep 
Score: -9479650.000000 Penalty: 2771.619629
	Iteration 0F: 2 clusters Score -9479650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9431733.000000 Penalty: 5543.239258
	Iteration 0F: 3 clusters Score -9431733 nChanged 33428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -9450420.000000 Penalty: 5543.239258
	Iteration 1F: 3 clusters Score -9450420 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -9451169.000000 Penalty: 5543.239258
	Iteration 2Q: 3 clusters Score -9451169 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -9451888.000000 Penalty: 5543.239258
	Iteration 3Q: 3 clusters Score -9451888 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -9452771.000000 Penalty: 5543.239258
	Iteration 4Q: 3 clusters Score -9452771 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -9454108.000000 Penalty: 5543.239258
	Iteration 5Q: 3 clusters Score -9454108 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -9456165.000000 Penalty: 5543.239258
	Iteration 6Q: 3 clusters Score -9456165 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -9459352.000000 Penalty: 5543.239258
	Iteration 7F: 3 clusters Score -9459352 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -9463406.000000 Penalty: 5543.239258
	Iteration 8F: 3 clusters Score -9463406 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -9467766.000000 Penalty: 5543.239258
	Iteration 9F: 3 clusters Score -9467766 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -9471523.000000 Penalty: 5543.239258
	Iteration 10F: 3 clusters Score -9471523 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -9473960.000000 Penalty: 5543.239258
	Iteration 11Q: 3 clusters Score -9473960 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -9475341.000000 Penalty: 5543.239258
	Iteration 12Q: 3 clusters Score -9475341 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -9476128.000000 Penalty: 5543.239258
	Iteration 13Q: 3 clusters Score -9476128 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9476651.000000 Penalty: 5543.239258
	Iteration 14Q: 3 clusters Score -9476651 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -9476954.000000 Penalty: 5543.239258
	Iteration 15Q: 3 clusters Score -9476954 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -9477166.000000 Penalty: 5543.239258
	Iteration 16Q: 3 clusters Score -9477166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -9477281.000000 Penalty: 5543.239258
	Iteration 17Q: 3 clusters Score -9477281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -9477359.000000 Penalty: 5543.239258
	Iteration 18Q: 3 clusters Score -9477359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -9477408.000000 Penalty: 5543.239258
	Iteration 19Q: 3 clusters Score -9477408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -9477448.000000 Penalty: 5543.239258
	Iteration 20F: 3 clusters Score -9477448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -9477486.000000 Penalty: 5543.239258
	Iteration 21Q: 3 clusters Score -9477486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9477501.000000 Penalty: 5543.239258
	Iteration 22Q: 3 clusters Score -9477501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -9477530.000000 Penalty: 5543.239258
	Iteration 23Q: 3 clusters Score -9477530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9477552.000000 Penalty: 5543.239258
	Iteration 24Q: 3 clusters Score -9477552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -9477562.000000 Penalty: 5543.239258
	Iteration 25Q: 3 clusters Score -9477562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -9477566.000000 Penalty: 5543.239258
	Iteration 26Q: 3 clusters Score -9477566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -9477574.000000 Penalty: 5543.239258
	Iteration 27Q: 3 clusters Score -9477574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -9477577.000000 Penalty: 5543.239258
	Iteration 28Q: 3 clusters Score -9477577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -9477581.000000 Penalty: 5543.239258
	Iteration 29Q: 3 clusters Score -9477581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -9477575.000000 Penalty: 5543.239258
	Iteration 30Q: 3 clusters Score -9477575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -9477588.000000 Penalty: 5543.239258
	Iteration 31Q: 3 clusters Score -9477588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -9477590.000000 Penalty: 5543.239258
	Iteration 32Q: 3 clusters Score -9477590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -9477587.000000 Penalty: 5543.239258
	Iteration 33Q: 3 clusters Score -9477587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -9477587.000000 Penalty: 5543.239258
	Iteration 34Q: 3 clusters Score -9477587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -9477588.000000 Penalty: 5543.239258
	Iteration 35Q: 3 clusters Score -9477588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -9477586.000000 Penalty: 5543.239258
	Iteration 36Q: 3 clusters Score -9477586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -9477603.000000 Penalty: 5543.239258
	Iteration 37Q: 3 clusters Score -9477603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -9477611.000000 Penalty: 5543.239258
	Iteration 38Q: 3 clusters Score -9477611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -9477620.000000 Penalty: 5543.239258
	Iteration 39Q: 3 clusters Score -9477620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -9477622.000000 Penalty: 5543.239258
	Iteration 40F: 3 clusters Score -9477622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -9477633.000000 Penalty: 5543.239258
	Iteration 41Q: 3 clusters Score -9477633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -9477631.000000 Penalty: 5543.239258
	Iteration 42Q: 3 clusters Score -9477631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -9477648.000000 Penalty: 5543.239258
	Iteration 43Q: 3 clusters Score -9477648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -9477652.000000 Penalty: 5543.239258
	Iteration 44Q: 3 clusters Score -9477652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -9477652.000000 Penalty: 5543.239258
	Iteration 45Q: 3 clusters Score -9477652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -9477657.000000 Penalty: 5543.239258
	Iteration 46Q: 3 clusters Score -9477657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -9477652.000000 Penalty: 5543.239258
	Iteration 47Q: 3 clusters Score -9477652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -9477650.000000 Penalty: 5543.239258
	Iteration 48Q: 3 clusters Score -9477650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -9477655.000000 Penalty: 5543.239258
	Iteration 49Q: 3 clusters Score -9477655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -9477656.000000 Penalty: 5543.239258
	Iteration 50Q: 3 clusters Score -9477656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -9477653.000000 Penalty: 5543.239258
	Iteration 51Q: 3 clusters Score -9477653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -9477656.000000 Penalty: 5543.239258
	Iteration 52Q: 3 clusters Score -9477656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -9477656.000000 Penalty: 5543.239258
	Iteration 53F: 3 clusters Score -9477656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -252114.515625 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -252114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249416.250000 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -249416.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -249953.609375 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -249953.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250114.953125 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -250115 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -250194.031250 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -250194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -250250.234375 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -250250.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250281.343750 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -250281.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -250310.421875 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -250310.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -250333.562500 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -250333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -250351.359375 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -250351.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -250360.703125 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -250360.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -250368.328125 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -250368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -250373.750000 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -250373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250379.671875 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -250379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250385.953125 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -250386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250388.468750 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -250388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250390.656250 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -250390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250392.312500 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -250392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250392.390625 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -250392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -250393.609375 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -250393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -250397.953125 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -250398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -250401.859375 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -250401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250402.828125 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -250402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250404.453125 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -250404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -250405.546875 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -250405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -250405.546875 Penalty: 3794.955566
	Iteration 24F: 3 clusters Score -250405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -831611.500000 Penalty: 2178.851562
	Iteration 0F: 2 clusters Score -831611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -826146.000000 Penalty: 4357.703125
	Iteration 0F: 3 clusters Score -826146 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -827627.312500 Penalty: 4357.703125
	Iteration 1F: 3 clusters Score -827627.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -827992.312500 Penalty: 4357.703125
	Iteration 2F: 3 clusters Score -827992.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -828296.062500 Penalty: 4357.703125
	Iteration 3F: 3 clusters Score -828296.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -828558.000000 Penalty: 4357.703125
	Iteration 4F: 3 clusters Score -828558 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -828772.687500 Penalty: 4357.703125
	Iteration 5F: 3 clusters Score -828772.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -828927.875000 Penalty: 4357.703125
	Iteration 6Q: 3 clusters Score -828927.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -829063.625000 Penalty: 4357.703125
	Iteration 7Q: 3 clusters Score -829063.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -829179.625000 Penalty: 4357.703125
	Iteration 8Q: 3 clusters Score -829179.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -829300.125000 Penalty: 4357.703125
	Iteration 9Q: 3 clusters Score -829300.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -829400.875000 Penalty: 4357.703125
	Iteration 10Q: 3 clusters Score -829400.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -829479.875000 Penalty: 4357.703125
	Iteration 11Q: 3 clusters Score -829479.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -829549.312500 Penalty: 4357.703125
	Iteration 12Q: 3 clusters Score -829549.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -829621.250000 Penalty: 4357.703125
	Iteration 13Q: 3 clusters Score -829621.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -829694.375000 Penalty: 4357.703125
	Iteration 14Q: 3 clusters Score -829694.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -829757.125000 Penalty: 4357.703125
	Iteration 15Q: 3 clusters Score -829757.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -829802.875000 Penalty: 4357.703125
	Iteration 16Q: 3 clusters Score -829802.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -829838.687500 Penalty: 4357.703125
	Iteration 17Q: 3 clusters Score -829838.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -829878.250000 Penalty: 4357.703125
	Iteration 18Q: 3 clusters Score -829878.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -829915.187500 Penalty: 4357.703125
	Iteration 19Q: 3 clusters Score -829915.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -829936.937500 Penalty: 4357.703125
	Iteration 20F: 3 clusters Score -829936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -829955.312500 Penalty: 4357.703125
	Iteration 21Q: 3 clusters Score -829955.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -829973.812500 Penalty: 4357.703125
	Iteration 22Q: 3 clusters Score -829973.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -829992.812500 Penalty: 4357.703125
	Iteration 23Q: 3 clusters Score -829992.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -830008.875000 Penalty: 4357.703125
	Iteration 24Q: 3 clusters Score -830008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -830019.250000 Penalty: 4357.703125
	Iteration 25Q: 3 clusters Score -830019.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -830037.125000 Penalty: 4357.703125
	Iteration 26Q: 3 clusters Score -830037.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -830059.125000 Penalty: 4357.703125
	Iteration 27Q: 3 clusters Score -830059.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -830077.562500 Penalty: 4357.703125
	Iteration 28Q: 3 clusters Score -830077.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -830096.625000 Penalty: 4357.703125
	Iteration 29Q: 3 clusters Score -830096.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -830115.625000 Penalty: 4357.703125
	Iteration 30Q: 3 clusters Score -830115.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -830135.562500 Penalty: 4357.703125
	Iteration 31Q: 3 clusters Score -830135.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -830158.250000 Penalty: 4357.703125
	Iteration 32Q: 3 clusters Score -830158.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -830178.687500 Penalty: 4357.703125
	Iteration 33Q: 3 clusters Score -830178.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -830191.562500 Penalty: 4357.703125
	Iteration 34Q: 3 clusters Score -830191.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -830201.000000 Penalty: 4357.703125
	Iteration 35Q: 3 clusters Score -830201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -830209.437500 Penalty: 4357.703125
	Iteration 36Q: 3 clusters Score -830209.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -830218.375000 Penalty: 4357.703125
	Iteration 37Q: 3 clusters Score -830218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -830224.812500 Penalty: 4357.703125
	Iteration 38Q: 3 clusters Score -830224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -830236.687500 Penalty: 4357.703125
	Iteration 39Q: 3 clusters Score -830236.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -830247.312500 Penalty: 4357.703125
	Iteration 40F: 3 clusters Score -830247.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -830254.437500 Penalty: 4357.703125
	Iteration 41Q: 3 clusters Score -830254.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -830256.250000 Penalty: 4357.703125
	Iteration 42Q: 3 clusters Score -830256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -830259.250000 Penalty: 4357.703125
	Iteration 43Q: 3 clusters Score -830259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -830261.625000 Penalty: 4357.703125
	Iteration 44Q: 3 clusters Score -830261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -830264.875000 Penalty: 4357.703125
	Iteration 45Q: 3 clusters Score -830264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -830262.687500 Penalty: 4357.703125
	Iteration 46Q: 3 clusters Score -830262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -830264.687500 Penalty: 4357.703125
	Iteration 47Q: 3 clusters Score -830264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -830269.062500 Penalty: 4357.703125
	Iteration 48Q: 3 clusters Score -830269.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -830273.625000 Penalty: 4357.703125
	Iteration 49Q: 3 clusters Score -830273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -830274.250000 Penalty: 4357.703125
	Iteration 50Q: 3 clusters Score -830274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -830275.437500 Penalty: 4357.703125
	Iteration 51Q: 3 clusters Score -830275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -830277.062500 Penalty: 4357.703125
	Iteration 52Q: 3 clusters Score -830277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -830277.062500 Penalty: 4357.703125
	Iteration 53Q: 3 clusters Score -830277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -830278.500000 Penalty: 4357.703125
	Iteration 54Q: 3 clusters Score -830278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -830278.500000 Penalty: 4357.703125
	Iteration 55F: 3 clusters Score -830278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -994689.312500 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -994689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -988467.875000 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -988467.9 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -990123.250000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -990123.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -990387.125000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -990387.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -990547.625000 Penalty: 4428.013184
	Iteration 3F: 3 clusters Score -990547.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -990654.375000 Penalty: 4428.013184
	Iteration 4Q: 3 clusters Score -990654.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -990725.750000 Penalty: 4428.013184
	Iteration 5Q: 3 clusters Score -990725.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -990793.625000 Penalty: 4428.013184
	Iteration 6Q: 3 clusters Score -990793.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -990850.687500 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -990850.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -990906.000000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -990906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -990944.187500 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -990944.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -990972.750000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -990972.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -990995.500000 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -990995.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -991023.250000 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -991023.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -991054.687500 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -991054.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -991093.812500 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -991093.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -991139.625000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -991139.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -991199.250000 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -991199.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -991281.937500 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -991281.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -991415.500000 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -991415.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -991600.562500 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -991600.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -991786.187500 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -991786.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -991992.125000 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -991992.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -992172.562500 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -992172.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -992339.187500 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -992339.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -992475.500000 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -992475.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -992578.062500 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -992578.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -992644.437500 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -992644.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -992700.000000 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -992700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -992736.562500 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -992736.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -992758.937500 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -992758.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -992778.312500 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -992778.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -992793.875000 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -992793.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -992808.312500 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -992808.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -992820.437500 Penalty: 4428.013184
	Iteration 33Q: 3 clusters Score -992820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -992830.250000 Penalty: 4428.013184
	Iteration 34Q: 3 clusters Score -992830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -992835.812500 Penalty: 4428.013184
	Iteration 35Q: 3 clusters Score -992835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -992845.312500 Penalty: 4428.013184
	Iteration 36Q: 3 clusters Score -992845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -992848.375000 Penalty: 4428.013184
	Iteration 37Q: 3 clusters Score -992848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -992854.062500 Penalty: 4428.013184
	Iteration 38Q: 3 clusters Score -992854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -992856.562500 Penalty: 4428.013184
	Iteration 39Q: 3 clusters Score -992856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -992858.937500 Penalty: 4428.013184
	Iteration 40F: 3 clusters Score -992858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -992861.062500 Penalty: 4428.013184
	Iteration 41Q: 3 clusters Score -992861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -992864.937500 Penalty: 4428.013184
	Iteration 42Q: 3 clusters Score -992864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -992865.062500 Penalty: 4428.013184
	Iteration 43Q: 3 clusters Score -992865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -992868.125000 Penalty: 4428.013184
	Iteration 44Q: 3 clusters Score -992868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -992869.125000 Penalty: 4428.013184
	Iteration 45Q: 3 clusters Score -992869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -992870.500000 Penalty: 4428.013184
	Iteration 46Q: 3 clusters Score -992870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -992870.375000 Penalty: 4428.013184
	Iteration 47Q: 3 clusters Score -992870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -992870.375000 Penalty: 4428.013184
	Iteration 48F: 3 clusters Score -992870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 207803 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 21886 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 109644 members 
Mstep: Class 18 contains 127051 members 
Mstep: Class 19 contains 133377 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85565 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 91765 members 
Mstep: Class 29 contains 38395 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100992.000000 Penalty: 129890.000000
Iteration 279Q: 38 clusters Score -1.81101e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 65561 members 
Mstep: Class 6 contains 208116 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 21891 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17384 members 
Mstep: Class 17 contains 109733 members 
Mstep: Class 18 contains 127052 members 
Mstep: Class 19 contains 133431 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18987 members 
Mstep: Class 23 contains 85662 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21244 members 
Mstep: Class 28 contains 91794 members 
Mstep: Class 29 contains 38279 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 227504 members 
Mstep: Class 34 contains 71476 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102224.000000 Penalty: 129890.000000
Iteration 280F: 38 clusters Score -1.811022e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12585 members 
Mstep: Class 5 contains 65237 members 
Mstep: Class 6 contains 208158 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8652 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17391 members 
Mstep: Class 17 contains 109716 members 
Mstep: Class 18 contains 127047 members 
Mstep: Class 19 contains 133287 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 85624 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21264 members 
Mstep: Class 28 contains 91738 members 
Mstep: Class 29 contains 38164 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 227886 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 6546 members 
Mstep: Class 37 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102400.000000 Penalty: 129890.000000
Iteration 281Q: 38 clusters Score -1.811024e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 64877 members 
Mstep: Class 6 contains 208246 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 21893 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 8643 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17394 members 
Mstep: Class 17 contains 109708 members 
Mstep: Class 18 contains 127039 members 
Mstep: Class 19 contains 133158 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 18954 members 
Mstep: Class 23 contains 85633 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21295 members 
Mstep: Class 28 contains 91705 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228079 members 
Mstep: Class 34 contains 71373 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102928.000000 Penalty: 129890.000000
Iteration 282Q: 38 clusters Score -1.811029e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 64484 members 
Mstep: Class 6 contains 208324 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 21898 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 17398 members 
Mstep: Class 17 contains 109727 members 
Mstep: Class 18 contains 127034 members 
Mstep: Class 19 contains 133061 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 18948 members 
Mstep: Class 23 contains 85635 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 21313 members 
Mstep: Class 28 contains 91672 members 
Mstep: Class 29 contains 37893 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 228233 members 
Mstep: Class 34 contains 71356 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6534 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102752.000000 Penalty: 129890.000000
Iteration 283Q: 38 clusters Score -1.811028e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 64064 members 
Mstep: Class 6 contains 208375 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 21910 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10368 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 17409 members 
Mstep: Class 17 contains 109769 members 
Mstep: Class 18 contains 127027 members 
Mstep: Class 19 contains 132984 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 18947 members 
Mstep: Class 23 contains 85660 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21339 members 
Mstep: Class 28 contains 91658 members 
Mstep: Class 29 contains 37757 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 228295 members 
Mstep: Class 34 contains 71334 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6532 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103344.000000 Penalty: 129890.000000
Iteration 284Q: 38 clusters Score -1.811033e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 63660 members 
Mstep: Class 6 contains 208429 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 21917 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 17416 members 
Mstep: Class 17 contains 109809 members 
Mstep: Class 18 contains 127022 members 
Mstep: Class 19 contains 132909 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18947 members 
Mstep: Class 23 contains 85682 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 91642 members 
Mstep: Class 29 contains 37661 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228303 members 
Mstep: Class 34 contains 71367 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6535 members 
Mstep: Class 37 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103376.000000 Penalty: 129890.000000
Iteration 285Q: 38 clusters Score -1.811034e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 63277 members 
Mstep: Class 6 contains 208517 members 
Mstep: Class 7 contains 20570 members 
Mstep: Class 8 contains 21918 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 8592 members 
Mstep: Class 12 contains 4886 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 6767 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 109832 members 
Mstep: Class 18 contains 127013 members 
Mstep: Class 19 contains 132835 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18946 members 
Mstep: Class 23 contains 85695 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21399 members 
Mstep: Class 28 contains 91622 members 
Mstep: Class 29 contains 37553 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228290 members 
Mstep: Class 34 contains 71398 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103680.000000 Penalty: 129890.000000
Iteration 286Q: 38 clusters Score -1.811037e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 62936 members 
Mstep: Class 6 contains 208597 members 
Mstep: Class 7 contains 20568 members 
Mstep: Class 8 contains 21928 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10349 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 4888 members 
Mstep: Class 13 contains 15239 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 109862 members 
Mstep: Class 18 contains 127002 members 
Mstep: Class 19 contains 132773 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18952 members 
Mstep: Class 23 contains 85708 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21430 members 
Mstep: Class 28 contains 91607 members 
Mstep: Class 29 contains 37444 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228252 members 
Mstep: Class 34 contains 71437 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104096.000000 Penalty: 129890.000000
Iteration 287Q: 38 clusters Score -1.811041e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 62680 members 
Mstep: Class 6 contains 208651 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8578 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 15239 members 
Mstep: Class 14 contains 7604 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 17455 members 
Mstep: Class 17 contains 109902 members 
Mstep: Class 18 contains 126990 members 
Mstep: Class 19 contains 132727 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18954 members 
Mstep: Class 23 contains 85712 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21463 members 
Mstep: Class 28 contains 91580 members 
Mstep: Class 29 contains 37337 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 228171 members 
Mstep: Class 34 contains 71457 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6562 members 
Mstep: Class 37 contains 7548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103888.000000 Penalty: 129890.000000
Iteration 288Q: 38 clusters Score -1.811039e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 62484 members 
Mstep: Class 6 contains 208694 members 
Mstep: Class 7 contains 20568 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 8573 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 17467 members 
Mstep: Class 17 contains 109949 members 
Mstep: Class 18 contains 126980 members 
Mstep: Class 19 contains 132694 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85722 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 21499 members 
Mstep: Class 28 contains 91546 members 
Mstep: Class 29 contains 37235 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 228080 members 
Mstep: Class 34 contains 71470 members 
Mstep: Class 35 contains 2100 members 
Mstep: Class 36 contains 6569 members 
Mstep: Class 37 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104016.000000 Penalty: 129890.000000
Iteration 289Q: 38 clusters Score -1.81104e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 62292 members 
Mstep: Class 6 contains 208737 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 21941 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 8570 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17474 members 
Mstep: Class 17 contains 109995 members 
Mstep: Class 18 contains 126977 members 
Mstep: Class 19 contains 132666 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 85716 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21526 members 
Mstep: Class 28 contains 91523 members 
Mstep: Class 29 contains 37137 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227998 members 
Mstep: Class 34 contains 71489 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6572 members 
Mstep: Class 37 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103840.000000 Penalty: 129890.000000
Iteration 290Q: 38 clusters Score -1.811038e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 62112 members 
Mstep: Class 6 contains 208786 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8568 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17490 members 
Mstep: Class 17 contains 110041 members 
Mstep: Class 18 contains 126968 members 
Mstep: Class 19 contains 132633 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 85697 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 21546 members 
Mstep: Class 28 contains 91503 members 
Mstep: Class 29 contains 37054 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227950 members 
Mstep: Class 34 contains 71502 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103840.000000 Penalty: 129890.000000
Iteration 291Q: 38 clusters Score -1.811038e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 61997 members 
Mstep: Class 6 contains 208844 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 8877 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17497 members 
Mstep: Class 17 contains 110065 members 
Mstep: Class 18 contains 126965 members 
Mstep: Class 19 contains 132600 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 85691 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 21561 members 
Mstep: Class 28 contains 91481 members 
Mstep: Class 29 contains 36967 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227892 members 
Mstep: Class 34 contains 71518 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 6563 members 
Mstep: Class 37 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104176.000000 Penalty: 129890.000000
Iteration 292Q: 38 clusters Score -1.811042e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 61892 members 
Mstep: Class 6 contains 208943 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 21933 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10348 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 9088 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17496 members 
Mstep: Class 17 contains 110087 members 
Mstep: Class 18 contains 126965 members 
Mstep: Class 19 contains 132561 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 85694 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21567 members 
Mstep: Class 28 contains 91462 members 
Mstep: Class 29 contains 36872 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227823 members 
Mstep: Class 34 contains 71531 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 6570 members 
Mstep: Class 37 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104432.000000 Penalty: 129890.000000
Iteration 293Q: 38 clusters Score -1.811044e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61819 members 
Mstep: Class 6 contains 209024 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10349 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 9260 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17504 members 
Mstep: Class 17 contains 110105 members 
Mstep: Class 18 contains 126964 members 
Mstep: Class 19 contains 132533 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 85685 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 21580 members 
Mstep: Class 28 contains 91449 members 
Mstep: Class 29 contains 36776 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227803 members 
Mstep: Class 34 contains 71538 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 6570 members 
Mstep: Class 37 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104640.000000 Penalty: 129890.000000
Iteration 294Q: 38 clusters Score -1.811046e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61769 members 
Mstep: Class 6 contains 209110 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21933 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10351 members 
Mstep: Class 11 contains 8549 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17511 members 
Mstep: Class 17 contains 110124 members 
Mstep: Class 18 contains 126964 members 
Mstep: Class 19 contains 132488 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 85685 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21589 members 
Mstep: Class 28 contains 91445 members 
Mstep: Class 29 contains 36677 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227762 members 
Mstep: Class 34 contains 71539 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 7553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104400.000000 Penalty: 129890.000000
Iteration 295Q: 38 clusters Score -1.811044e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61740 members 
Mstep: Class 6 contains 209193 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17519 members 
Mstep: Class 17 contains 110136 members 
Mstep: Class 18 contains 126964 members 
Mstep: Class 19 contains 132448 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 85693 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21601 members 
Mstep: Class 28 contains 91437 members 
Mstep: Class 29 contains 36575 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227741 members 
Mstep: Class 34 contains 71539 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104192.000000 Penalty: 129890.000000
Iteration 296Q: 38 clusters Score -1.811042e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 61713 members 
Mstep: Class 6 contains 209271 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 110145 members 
Mstep: Class 18 contains 126963 members 
Mstep: Class 19 contains 132424 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18967 members 
Mstep: Class 23 contains 85702 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21614 members 
Mstep: Class 28 contains 91437 members 
Mstep: Class 29 contains 36468 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 227723 members 
Mstep: Class 34 contains 71545 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6578 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104256.000000 Penalty: 129890.000000
Iteration 297Q: 38 clusters Score -1.811043e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 61685 members 
Mstep: Class 6 contains 209349 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 17527 members 
Mstep: Class 17 contains 110171 members 
Mstep: Class 18 contains 126963 members 
Mstep: Class 19 contains 132393 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 85705 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21632 members 
Mstep: Class 28 contains 91434 members 
Mstep: Class 29 contains 36363 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227681 members 
Mstep: Class 34 contains 71557 members 
Mstep: Class 35 contains 2110 members 
Mstep: Class 36 contains 6586 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104224.000000 Penalty: 129890.000000
Iteration 298Q: 38 clusters Score -1.811042e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 61663 members 
Mstep: Class 6 contains 209422 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21941 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 9796 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 110201 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132368 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18979 members 
Mstep: Class 23 contains 85709 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21655 members 
Mstep: Class 28 contains 91433 members 
Mstep: Class 29 contains 36264 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227656 members 
Mstep: Class 34 contains 71560 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6592 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104128.000000 Penalty: 129890.000000
Iteration 299Q: 38 clusters Score -1.811041e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61632 members 
Mstep: Class 6 contains 209510 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 9855 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 110223 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132354 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18980 members 
Mstep: Class 23 contains 85712 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21671 members 
Mstep: Class 28 contains 91432 members 
Mstep: Class 29 contains 36158 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 227627 members 
Mstep: Class 34 contains 71567 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6592 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104624.000000 Penalty: 129890.000000
Iteration 300F: 38 clusters Score -1.811046e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61520 members 
Mstep: Class 6 contains 209583 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 8523 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 10000 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 110252 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 132328 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 85733 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21683 members 
Mstep: Class 28 contains 91429 members 
Mstep: Class 29 contains 36060 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227596 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6591 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104624.000000 Penalty: 129890.000000
Iteration 301Q: 38 clusters Score -1.811046e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61424 members 
Mstep: Class 6 contains 209657 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10349 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 110282 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 132307 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18980 members 
Mstep: Class 23 contains 85743 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21699 members 
Mstep: Class 28 contains 91427 members 
Mstep: Class 29 contains 35964 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227563 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6593 members 
Mstep: Class 37 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104624.000000 Penalty: 129890.000000
Iteration 302Q: 38 clusters Score -1.811046e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61342 members 
Mstep: Class 6 contains 209720 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21953 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10211 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17556 members 
Mstep: Class 17 contains 110309 members 
Mstep: Class 18 contains 126955 members 
Mstep: Class 19 contains 132303 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 85756 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21706 members 
Mstep: Class 28 contains 91425 members 
Mstep: Class 29 contains 35872 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227557 members 
Mstep: Class 34 contains 71590 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6598 members 
Mstep: Class 37 contains 7555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104496.000000 Penalty: 129890.000000
Iteration 303Q: 38 clusters Score -1.811045e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61271 members 
Mstep: Class 6 contains 209797 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8509 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 1814 members 
Mstep: Class 16 contains 17563 members 
Mstep: Class 17 contains 110340 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 132276 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 85767 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 21711 members 
Mstep: Class 28 contains 91416 members 
Mstep: Class 29 contains 35790 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227518 members 
Mstep: Class 34 contains 71602 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6607 members 
Mstep: Class 37 contains 7555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104544.000000 Penalty: 129890.000000
Iteration 304Q: 38 clusters Score -1.811045e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 209881 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21956 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 1814 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 110366 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132268 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 85779 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13880 members 
Mstep: Class 27 contains 21719 members 
Mstep: Class 28 contains 91405 members 
Mstep: Class 29 contains 35676 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227490 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6611 members 
Mstep: Class 37 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104368.000000 Penalty: 129890.000000
Iteration 305Q: 38 clusters Score -1.811044e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61154 members 
Mstep: Class 6 contains 209986 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 8502 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 10474 members 
Mstep: Class 15 contains 1814 members 
Mstep: Class 16 contains 17581 members 
Mstep: Class 17 contains 110398 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132267 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 85777 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21727 members 
Mstep: Class 28 contains 91396 members 
Mstep: Class 29 contains 35549 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227469 members 
Mstep: Class 34 contains 71600 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6609 members 
Mstep: Class 37 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104080.000000 Penalty: 129890.000000
Iteration 306Q: 38 clusters Score -1.811041e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61097 members 
Mstep: Class 6 contains 210085 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8498 members 
Mstep: Class 12 contains 4906 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10546 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17590 members 
Mstep: Class 17 contains 110413 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132270 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18985 members 
Mstep: Class 23 contains 85778 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21739 members 
Mstep: Class 28 contains 91389 members 
Mstep: Class 29 contains 35435 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227439 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6616 members 
Mstep: Class 37 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104240.000000 Penalty: 129890.000000
Iteration 307Q: 38 clusters Score -1.811042e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61060 members 
Mstep: Class 6 contains 210177 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 8497 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10597 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17593 members 
Mstep: Class 17 contains 110432 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 132263 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85786 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21748 members 
Mstep: Class 28 contains 91384 members 
Mstep: Class 29 contains 35330 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227408 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6626 members 
Mstep: Class 37 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104288.000000 Penalty: 129890.000000
Iteration 308Q: 38 clusters Score -1.811043e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 61036 members 
Mstep: Class 6 contains 210261 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8494 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10646 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17602 members 
Mstep: Class 17 contains 110456 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132253 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 85792 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 21759 members 
Mstep: Class 28 contains 91381 members 
Mstep: Class 29 contains 35217 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227372 members 
Mstep: Class 34 contains 71594 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6636 members 
Mstep: Class 37 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104352.000000 Penalty: 129890.000000
Iteration 309Q: 38 clusters Score -1.811044e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 61006 members 
Mstep: Class 6 contains 210359 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8492 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 17 contains 110475 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132239 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18984 members 
Mstep: Class 23 contains 85794 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21764 members 
Mstep: Class 28 contains 91374 members 
Mstep: Class 29 contains 35111 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227338 members 
Mstep: Class 34 contains 71600 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6644 members 
Mstep: Class 37 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104544.000000 Penalty: 129890.000000
Iteration 310Q: 38 clusters Score -1.811045e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60989 members 
Mstep: Class 6 contains 210432 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8490 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 110498 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 132231 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 85795 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 21773 members 
Mstep: Class 28 contains 91374 members 
Mstep: Class 29 contains 35005 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227316 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6651 members 
Mstep: Class 37 contains 7558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104544.000000 Penalty: 129890.000000
Iteration 311Q: 38 clusters Score -1.811045e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60970 members 
Mstep: Class 6 contains 210509 members 
Mstep: Class 7 contains 20557 members 
Mstep: Class 8 contains 21968 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8489 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10782 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 110510 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 132231 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 85804 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 21778 members 
Mstep: Class 28 contains 91370 members 
Mstep: Class 29 contains 34889 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227311 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6654 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104608.000000 Penalty: 129890.000000
Iteration 312Q: 38 clusters Score -1.811046e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60961 members 
Mstep: Class 6 contains 210587 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8490 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17614 members 
Mstep: Class 17 contains 110519 members 
Mstep: Class 18 contains 126956 members 
Mstep: Class 19 contains 132234 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18985 members 
Mstep: Class 23 contains 85816 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 21784 members 
Mstep: Class 28 contains 91362 members 
Mstep: Class 29 contains 34787 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227297 members 
Mstep: Class 34 contains 71589 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104704.000000 Penalty: 129890.000000
Iteration 313Q: 38 clusters Score -1.811047e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60951 members 
Mstep: Class 6 contains 210662 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21969 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 110542 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132241 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18989 members 
Mstep: Class 23 contains 85820 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13880 members 
Mstep: Class 27 contains 21789 members 
Mstep: Class 28 contains 91354 members 
Mstep: Class 29 contains 34661 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227298 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104720.000000 Penalty: 129890.000000
Iteration 314Q: 38 clusters Score -1.811047e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60943 members 
Mstep: Class 6 contains 210753 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21972 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8486 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 110568 members 
Mstep: Class 18 contains 126949 members 
Mstep: Class 19 contains 132244 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18993 members 
Mstep: Class 23 contains 85822 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21795 members 
Mstep: Class 28 contains 91348 members 
Mstep: Class 29 contains 34519 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227303 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104736.000000 Penalty: 129890.000000
Iteration 315Q: 38 clusters Score -1.811047e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 210831 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21972 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17625 members 
Mstep: Class 17 contains 110597 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132238 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18997 members 
Mstep: Class 23 contains 85830 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21801 members 
Mstep: Class 28 contains 91342 members 
Mstep: Class 29 contains 34404 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 227291 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104528.000000 Penalty: 129890.000000
Iteration 316Q: 38 clusters Score -1.811045e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 210908 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21970 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10933 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 110617 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132251 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 85834 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 21804 members 
Mstep: Class 28 contains 91338 members 
Mstep: Class 29 contains 34285 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 227281 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 317Q: 38 clusters Score -1.811046e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60923 members 
Mstep: Class 6 contains 210971 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 110641 members 
Mstep: Class 18 contains 126949 members 
Mstep: Class 19 contains 132252 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18998 members 
Mstep: Class 23 contains 85845 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21805 members 
Mstep: Class 28 contains 91335 members 
Mstep: Class 29 contains 34185 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 227280 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104608.000000 Penalty: 129890.000000
Iteration 318Q: 38 clusters Score -1.811046e+08 nChanged 248
Entering ConstructFrom: 
Score: -181104608.000000 Penalty: 129890.000000
Entering ConstructFrom: 
Trying to split cluster 1 (31616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Entering Unmasked Estep 
Score: -4139555.000000 Penalty: 2569.631836
	Iteration 0F: 2 clusters Score -4139555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4117982.250000 Penalty: 5139.263672
	Iteration 0F: 3 clusters Score -4117982 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4125455.250000 Penalty: 5139.263672
	Iteration 1F: 3 clusters Score -4125455 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4125961.250000 Penalty: 5139.263672
	Iteration 2Q: 3 clusters Score -4125961 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4126398.500000 Penalty: 5139.263672
	Iteration 3Q: 3 clusters Score -4126398 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4126849.250000 Penalty: 5139.263672
	Iteration 4Q: 3 clusters Score -4126849 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4127317.250000 Penalty: 5139.263672
	Iteration 5Q: 3 clusters Score -4127317 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4127844.000000 Penalty: 5139.263672
	Iteration 6Q: 3 clusters Score -4127844 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4128445.000000 Penalty: 5139.263672
	Iteration 7Q: 3 clusters Score -4128445 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4129097.000000 Penalty: 5139.263672
	Iteration 8Q: 3 clusters Score -4129097 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4129809.250000 Penalty: 5139.263672
	Iteration 9Q: 3 clusters Score -4129809 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4130584.250000 Penalty: 5139.263672
	Iteration 10Q: 3 clusters Score -4130584 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4131259.500000 Penalty: 5139.263672
	Iteration 11Q: 3 clusters Score -4131260 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4131762.250000 Penalty: 5139.263672
	Iteration 12Q: 3 clusters Score -4131762 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4132111.500000 Penalty: 5139.263672
	Iteration 13Q: 3 clusters Score -4132112 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4132394.750000 Penalty: 5139.263672
	Iteration 14Q: 3 clusters Score -4132395 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4132606.250000 Penalty: 5139.263672
	Iteration 15Q: 3 clusters Score -4132606 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4132817.250000 Penalty: 5139.263672
	Iteration 16Q: 3 clusters Score -4132817 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4132960.500000 Penalty: 5139.263672
	Iteration 17Q: 3 clusters Score -4132960 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4133114.500000 Penalty: 5139.263672
	Iteration 18Q: 3 clusters Score -4133114 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4133300.500000 Penalty: 5139.263672
	Iteration 19Q: 3 clusters Score -4133300 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4133512.500000 Penalty: 5139.263672
	Iteration 20F: 3 clusters Score -4133512 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4133710.000000 Penalty: 5139.263672
	Iteration 21Q: 3 clusters Score -4133710 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4133974.250000 Penalty: 5139.263672
	Iteration 22Q: 3 clusters Score -4133974 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4134273.500000 Penalty: 5139.263672
	Iteration 23Q: 3 clusters Score -4134274 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4134591.750000 Penalty: 5139.263672
	Iteration 24Q: 3 clusters Score -4134592 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4134964.250000 Penalty: 5139.263672
	Iteration 25Q: 3 clusters Score -4134964 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4135417.000000 Penalty: 5139.263672
	Iteration 26Q: 3 clusters Score -4135417 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4135859.750000 Penalty: 5139.263672
	Iteration 27Q: 3 clusters Score -4135860 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4136238.750000 Penalty: 5139.263672
	Iteration 28Q: 3 clusters Score -4136239 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4136488.000000 Penalty: 5139.263672
	Iteration 29Q: 3 clusters Score -4136488 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4136675.000000 Penalty: 5139.263672
	Iteration 30Q: 3 clusters Score -4136675 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4136809.750000 Penalty: 5139.263672
	Iteration 31Q: 3 clusters Score -4136810 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4136905.250000 Penalty: 5139.263672
	Iteration 32Q: 3 clusters Score -4136905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4136969.000000 Penalty: 5139.263672
	Iteration 33Q: 3 clusters Score -4136969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4137030.250000 Penalty: 5139.263672
	Iteration 34Q: 3 clusters Score -4137030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4137068.500000 Penalty: 5139.263672
	Iteration 35Q: 3 clusters Score -4137068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4137104.250000 Penalty: 5139.263672
	Iteration 36Q: 3 clusters Score -4137104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4137142.000000 Penalty: 5139.263672
	Iteration 37Q: 3 clusters Score -4137142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4137164.500000 Penalty: 5139.263672
	Iteration 38Q: 3 clusters Score -4137164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4137190.000000 Penalty: 5139.263672
	Iteration 39Q: 3 clusters Score -4137190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4137200.750000 Penalty: 5139.263672
	Iteration 40F: 3 clusters Score -4137201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4137221.500000 Penalty: 5139.263672
	Iteration 41Q: 3 clusters Score -4137222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4137242.000000 Penalty: 5139.263672
	Iteration 42Q: 3 clusters Score -4137242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4137247.750000 Penalty: 5139.263672
	Iteration 43Q: 3 clusters Score -4137248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4137262.500000 Penalty: 5139.263672
	Iteration 44Q: 3 clusters Score -4137262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4137272.500000 Penalty: 5139.263672
	Iteration 45Q: 3 clusters Score -4137272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4137281.500000 Penalty: 5139.263672
	Iteration 46Q: 3 clusters Score -4137282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4137281.500000 Penalty: 5139.263672
	Iteration 47Q: 3 clusters Score -4137282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4137292.250000 Penalty: 5139.263672
	Iteration 48Q: 3 clusters Score -4137292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4137295.250000 Penalty: 5139.263672
	Iteration 49Q: 3 clusters Score -4137295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4137302.250000 Penalty: 5139.263672
	Iteration 50Q: 3 clusters Score -4137302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4137312.500000 Penalty: 5139.263672
	Iteration 51Q: 3 clusters Score -4137312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4137309.000000 Penalty: 5139.263672
	Iteration 52Q: 3 clusters Score -4137309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4137318.000000 Penalty: 5139.263672
	Iteration 53Q: 3 clusters Score -4137318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4137318.750000 Penalty: 5139.263672
	Iteration 54Q: 3 clusters Score -4137319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4137318.500000 Penalty: 5139.263672
	Iteration 55Q: 3 clusters Score -4137318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4137317.500000 Penalty: 5139.263672
	Iteration 56Q: 3 clusters Score -4137318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4137317.250000 Penalty: 5139.263672
	Iteration 57Q: 3 clusters Score -4137317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4137317.250000 Penalty: 5139.263672
	Iteration 58F: 3 clusters Score -4137317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -374828.687500 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -374828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -371463.906250 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -371463.9 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -372502.531250 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -372502.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -372871.375000 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -372871.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -373125.343750 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -373125.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373316.843750 Penalty: 4013.143311
	Iteration 4F: 3 clusters Score -373316.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -373511.687500 Penalty: 4013.143311
	Iteration 5F: 3 clusters Score -373511.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -373666.000000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -373666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -373785.281250 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -373785.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -373868.218750 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -373868.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -373929.406250 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -373929.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -373977.437500 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -373977.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -374016.375000 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -374016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -374058.031250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -374058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -374090.531250 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -374090.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -374130.093750 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -374130.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -374160.562500 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -374160.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -374179.687500 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -374179.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -374191.187500 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -374191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -374205.875000 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -374205.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -374215.375000 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -374215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -374228.281250 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -374228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -374235.718750 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -374235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -374238.781250 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -374238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -374241.406250 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -374241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -374242.437500 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -374242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -374243.656250 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -374243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -374243.656250 Penalty: 4013.143311
	Iteration 26F: 3 clusters Score -374243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 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 291 members 
Entering Unmasked Estep 
Score: -77546.812500 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77546.81 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77734.789062 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77734.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77788.359375 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -77788.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77805.289062 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77805.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77813.328125 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77813.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77815.750000 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77815.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77816.671875 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77816.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77816.671875 Penalty: 3186.735107
	Iteration 7F: 3 clusters Score -77816.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -1654993.000000 Penalty: 2341.145264
	Iteration 0F: 2 clusters Score -1654993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1645651.500000 Penalty: 4682.290527
	Iteration 0F: 3 clusters Score -1645652 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1648503.125000 Penalty: 4682.290527
	Iteration 1F: 3 clusters Score -1648503 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1648837.750000 Penalty: 4682.290527
	Iteration 2F: 3 clusters Score -1648838 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1649114.500000 Penalty: 4682.290527
	Iteration 3Q: 3 clusters Score -1649114 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1649441.750000 Penalty: 4682.290527
	Iteration 4Q: 3 clusters Score -1649442 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1649830.750000 Penalty: 4682.290527
	Iteration 5F: 3 clusters Score -1649831 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1650319.125000 Penalty: 4682.290527
	Iteration 6F: 3 clusters Score -1650319 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1650920.000000 Penalty: 4682.290527
	Iteration 7F: 3 clusters Score -1650920 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1651489.500000 Penalty: 4682.290527
	Iteration 8F: 3 clusters Score -1651490 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1652013.625000 Penalty: 4682.290527
	Iteration 9Q: 3 clusters Score -1652014 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1652440.875000 Penalty: 4682.290527
	Iteration 10Q: 3 clusters Score -1652441 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1652799.625000 Penalty: 4682.290527
	Iteration 11Q: 3 clusters Score -1652800 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1653075.750000 Penalty: 4682.290527
	Iteration 12Q: 3 clusters Score -1653076 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1653258.625000 Penalty: 4682.290527
	Iteration 13Q: 3 clusters Score -1653259 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1653363.125000 Penalty: 4682.290527
	Iteration 14Q: 3 clusters Score -1653363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1653434.125000 Penalty: 4682.290527
	Iteration 15Q: 3 clusters Score -1653434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1653486.250000 Penalty: 4682.290527
	Iteration 16Q: 3 clusters Score -1653486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1653518.250000 Penalty: 4682.290527
	Iteration 17Q: 3 clusters Score -1653518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1653538.375000 Penalty: 4682.290527
	Iteration 18Q: 3 clusters Score -1653538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1653563.125000 Penalty: 4682.290527
	Iteration 19Q: 3 clusters Score -1653563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1653574.750000 Penalty: 4682.290527
	Iteration 20F: 3 clusters Score -1653575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1653587.250000 Penalty: 4682.290527
	Iteration 21Q: 3 clusters Score -1653587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1653598.750000 Penalty: 4682.290527
	Iteration 22Q: 3 clusters Score -1653599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1653602.625000 Penalty: 4682.290527
	Iteration 23Q: 3 clusters Score -1653603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1653612.000000 Penalty: 4682.290527
	Iteration 24Q: 3 clusters Score -1653612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1653618.125000 Penalty: 4682.290527
	Iteration 25Q: 3 clusters Score -1653618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1653622.625000 Penalty: 4682.290527
	Iteration 26Q: 3 clusters Score -1653623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1653620.500000 Penalty: 4682.290527
	Iteration 27Q: 3 clusters Score -1653620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1653624.250000 Penalty: 4682.290527
	Iteration 28Q: 3 clusters Score -1653624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1653620.875000 Penalty: 4682.290527
	Iteration 29Q: 3 clusters Score -1653621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1653620.000000 Penalty: 4682.290527
	Iteration 30Q: 3 clusters Score -1653620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1653622.750000 Penalty: 4682.290527
	Iteration 31Q: 3 clusters Score -1653623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1653625.750000 Penalty: 4682.290527
	Iteration 32Q: 3 clusters Score -1653626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1653626.500000 Penalty: 4682.290527
	Iteration 33Q: 3 clusters Score -1653626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1653630.500000 Penalty: 4682.290527
	Iteration 34Q: 3 clusters Score -1653630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1653628.750000 Penalty: 4682.290527
	Iteration 35Q: 3 clusters Score -1653629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1653628.250000 Penalty: 4682.290527
	Iteration 36Q: 3 clusters Score -1653628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1653629.125000 Penalty: 4682.290527
	Iteration 37Q: 3 clusters Score -1653629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1653628.000000 Penalty: 4682.290527
	Iteration 38Q: 3 clusters Score -1653628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1653630.375000 Penalty: 4682.290527
	Iteration 39Q: 3 clusters Score -1653630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1653634.250000 Penalty: 4682.290527
	Iteration 40F: 3 clusters Score -1653634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1653628.250000 Penalty: 4682.290527
	Iteration 41Q: 3 clusters Score -1653628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1653629.000000 Penalty: 4682.290527
	Iteration 42Q: 3 clusters Score -1653629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1653631.000000 Penalty: 4682.290527
	Iteration 43Q: 3 clusters Score -1653631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1653633.375000 Penalty: 4682.290527
	Iteration 44Q: 3 clusters Score -1653633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1653633.375000 Penalty: 4682.290527
	Iteration 45F: 3 clusters Score -1653633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Entering Unmasked Estep 
Score: -8051415.500000 Penalty: 2732.270264
	Iteration 0F: 2 clusters Score -8051416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -8010462.500000 Penalty: 5464.540527
	Iteration 0F: 3 clusters Score -8010462 nChanged 28299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -8026496.500000 Penalty: 5464.540527
	Iteration 1F: 3 clusters Score -8026496 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -8027289.000000 Penalty: 5464.540527
	Iteration 2Q: 3 clusters Score -8027289 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -8028282.500000 Penalty: 5464.540527
	Iteration 3Q: 3 clusters Score -8028282 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8029749.000000 Penalty: 5464.540527
	Iteration 4F: 3 clusters Score -8029749 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -8032152.500000 Penalty: 5464.540527
	Iteration 5F: 3 clusters Score -8032152 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -8035861.500000 Penalty: 5464.540527
	Iteration 6F: 3 clusters Score -8035862 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -8040332.500000 Penalty: 5464.540527
	Iteration 7F: 3 clusters Score -8040332 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -8044245.500000 Penalty: 5464.540527
	Iteration 8F: 3 clusters Score -8044246 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -8046645.500000 Penalty: 5464.540527
	Iteration 9Q: 3 clusters Score -8046646 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8047967.000000 Penalty: 5464.540527
	Iteration 10Q: 3 clusters Score -8047967 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8048756.000000 Penalty: 5464.540527
	Iteration 11Q: 3 clusters Score -8048756 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8049309.500000 Penalty: 5464.540527
	Iteration 12Q: 3 clusters Score -8049310 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8049712.000000 Penalty: 5464.540527
	Iteration 13Q: 3 clusters Score -8049712 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8049926.500000 Penalty: 5464.540527
	Iteration 14Q: 3 clusters Score -8049926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8050056.500000 Penalty: 5464.540527
	Iteration 15Q: 3 clusters Score -8050056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8050140.500000 Penalty: 5464.540527
	Iteration 16Q: 3 clusters Score -8050140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8050199.500000 Penalty: 5464.540527
	Iteration 17Q: 3 clusters Score -8050200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8050267.000000 Penalty: 5464.540527
	Iteration 18Q: 3 clusters Score -8050267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8050365.000000 Penalty: 5464.540527
	Iteration 19Q: 3 clusters Score -8050365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8050409.000000 Penalty: 5464.540527
	Iteration 20F: 3 clusters Score -8050409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8050469.000000 Penalty: 5464.540527
	Iteration 21Q: 3 clusters Score -8050469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8050493.000000 Penalty: 5464.540527
	Iteration 22Q: 3 clusters Score -8050493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8050512.000000 Penalty: 5464.540527
	Iteration 23Q: 3 clusters Score -8050512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8050531.500000 Penalty: 5464.540527
	Iteration 24Q: 3 clusters Score -8050532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8050535.500000 Penalty: 5464.540527
	Iteration 25Q: 3 clusters Score -8050536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8050534.500000 Penalty: 5464.540527
	Iteration 26Q: 3 clusters Score -8050534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8050532.500000 Penalty: 5464.540527
	Iteration 27Q: 3 clusters Score -8050532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8050535.000000 Penalty: 5464.540527
	Iteration 28Q: 3 clusters Score -8050535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8050531.500000 Penalty: 5464.540527
	Iteration 29Q: 3 clusters Score -8050532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8050527.500000 Penalty: 5464.540527
	Iteration 30Q: 3 clusters Score -8050528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8050525.000000 Penalty: 5464.540527
	Iteration 31Q: 3 clusters Score -8050525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8050525.500000 Penalty: 5464.540527
	Iteration 32Q: 3 clusters Score -8050526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8050527.000000 Penalty: 5464.540527
	Iteration 33Q: 3 clusters Score -8050527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8050523.500000 Penalty: 5464.540527
	Iteration 34Q: 3 clusters Score -8050524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8050523.500000 Penalty: 5464.540527
	Iteration 35F: 3 clusters Score -8050524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (211041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211041 members 
Entering Unmasked Estep 
Score: -28338374.000000 Penalty: 3040.432373
	Iteration 0F: 2 clusters Score -2.833837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -28221708.000000 Penalty: 6080.864746
	Iteration 0F: 3 clusters Score -2.822171e+07 nChanged 101969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -28281220.000000 Penalty: 6080.864746
	Iteration 1F: 3 clusters Score -2.828122e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -28282356.000000 Penalty: 6080.864746
	Iteration 2Q: 3 clusters Score -2.828236e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 115740 members 
Entering Unmasked Estep 
Score: -28283668.000000 Penalty: 6080.864746
	Iteration 3Q: 3 clusters Score -2.828367e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 122194 members 
Entering Unmasked Estep 
Score: -28285898.000000 Penalty: 6080.864746
	Iteration 4Q: 3 clusters Score -2.82859e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -28289850.000000 Penalty: 6080.864746
	Iteration 5Q: 3 clusters Score -2.828985e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -28295998.000000 Penalty: 6080.864746
	Iteration 6F: 3 clusters Score -2.8296e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 161188 members 
Entering Unmasked Estep 
Score: -28305210.000000 Penalty: 6080.864746
	Iteration 7F: 3 clusters Score -2.830521e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 178126 members 
Entering Unmasked Estep 
Score: -28315366.000000 Penalty: 6080.864746
	Iteration 8F: 3 clusters Score -2.831537e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 192049 members 
Entering Unmasked Estep 
Score: -28322858.000000 Penalty: 6080.864746
	Iteration 9F: 3 clusters Score -2.832286e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 201027 members 
Entering Unmasked Estep 
Score: -28328160.000000 Penalty: 6080.864746
	Iteration 10Q: 3 clusters Score -2.832816e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 205969 members 
Entering Unmasked Estep 
Score: -28331718.000000 Penalty: 6080.864746
	Iteration 11Q: 3 clusters Score -2.833172e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 208399 members 
Entering Unmasked Estep 
Score: -28333600.000000 Penalty: 6080.864746
	Iteration 12Q: 3 clusters Score -2.83336e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 209531 members 
Entering Unmasked Estep 
Score: -28334460.000000 Penalty: 6080.864746
	Iteration 13Q: 3 clusters Score -2.833446e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -28334938.000000 Penalty: 6080.864746
	Iteration 14Q: 3 clusters Score -2.833494e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 210272 members 
Entering Unmasked Estep 
Score: -28335212.000000 Penalty: 6080.864746
	Iteration 15Q: 3 clusters Score -2.833521e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 210378 members 
Entering Unmasked Estep 
Score: -28335314.000000 Penalty: 6080.864746
	Iteration 16Q: 3 clusters Score -2.833531e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 210437 members 
Entering Unmasked Estep 
Score: -28335404.000000 Penalty: 6080.864746
	Iteration 17Q: 3 clusters Score -2.83354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 210472 members 
Entering Unmasked Estep 
Score: -28335462.000000 Penalty: 6080.864746
	Iteration 18Q: 3 clusters Score -2.833546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 210505 members 
Entering Unmasked Estep 
Score: -28335500.000000 Penalty: 6080.864746
	Iteration 19Q: 3 clusters Score -2.83355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 210525 members 
Entering Unmasked Estep 
Score: -28335522.000000 Penalty: 6080.864746
	Iteration 20F: 3 clusters Score -2.833552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -28335570.000000 Penalty: 6080.864746
	Iteration 21Q: 3 clusters Score -2.833557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 210547 members 
Entering Unmasked Estep 
Score: -28335556.000000 Penalty: 6080.864746
	Iteration 22Q: 3 clusters Score -2.833556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 210555 members 
Entering Unmasked Estep 
Score: -28335586.000000 Penalty: 6080.864746
	Iteration 23Q: 3 clusters Score -2.833559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 210556 members 
Entering Unmasked Estep 
Score: -28335590.000000 Penalty: 6080.864746
	Iteration 24Q: 3 clusters Score -2.833559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 210557 members 
Entering Unmasked Estep 
Score: -28335598.000000 Penalty: 6080.864746
	Iteration 25Q: 3 clusters Score -2.83356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 210559 members 
Entering Unmasked Estep 
Score: -28335606.000000 Penalty: 6080.864746
	Iteration 26Q: 3 clusters Score -2.833561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 210565 members 
Entering Unmasked Estep 
Score: -28335622.000000 Penalty: 6080.864746
	Iteration 27Q: 3 clusters Score -2.833562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 210569 members 
Entering Unmasked Estep 
Score: -28335630.000000 Penalty: 6080.864746
	Iteration 28Q: 3 clusters Score -2.833563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 210571 members 
Entering Unmasked Estep 
Score: -28335644.000000 Penalty: 6080.864746
	Iteration 29Q: 3 clusters Score -2.833564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -28335634.000000 Penalty: 6080.864746
	Iteration 30Q: 3 clusters Score -2.833563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 210578 members 
Entering Unmasked Estep 
Score: -28335652.000000 Penalty: 6080.864746
	Iteration 31Q: 3 clusters Score -2.833565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 210582 members 
Entering Unmasked Estep 
Score: -28335660.000000 Penalty: 6080.864746
	Iteration 32Q: 3 clusters Score -2.833566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 210584 members 
Entering Unmasked Estep 
Score: -28335668.000000 Penalty: 6080.864746
	Iteration 33Q: 3 clusters Score -2.833567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 210586 members 
Entering Unmasked Estep 
Score: -28335666.000000 Penalty: 6080.864746
	Iteration 34Q: 3 clusters Score -2.833567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 210588 members 
Entering Unmasked Estep 
Score: -28335666.000000 Penalty: 6080.864746
	Iteration 35Q: 3 clusters Score -2.833567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 210588 members 
Entering Unmasked Estep 
Score: -28335664.000000 Penalty: 6080.864746
	Iteration 36Q: 3 clusters Score -2.833566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 210589 members 
Entering Unmasked Estep 
Score: -28335668.000000 Penalty: 6080.864746
	Iteration 37Q: 3 clusters Score -2.833567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 210589 members 
Entering Unmasked Estep 
Score: -28335668.000000 Penalty: 6080.864746
	Iteration 38F: 3 clusters Score -2.833567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Entering Unmasked Estep 
Score: -2532305.000000 Penalty: 2462.889404
	Iteration 0F: 2 clusters Score -2532305 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 10319 members 
Entering Unmasked Estep 
Score: -2517848.500000 Penalty: 4925.778809
	Iteration 0F: 3 clusters Score -2517848 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2522824.750000 Penalty: 4925.778809
	Iteration 1F: 3 clusters Score -2522825 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2523394.500000 Penalty: 4925.778809
	Iteration 2F: 3 clusters Score -2523394 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2523873.750000 Penalty: 4925.778809
	Iteration 3F: 3 clusters Score -2523874 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2524311.000000 Penalty: 4925.778809
	Iteration 4Q: 3 clusters Score -2524311 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2524671.750000 Penalty: 4925.778809
	Iteration 5Q: 3 clusters Score -2524672 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2525014.000000 Penalty: 4925.778809
	Iteration 6Q: 3 clusters Score -2525014 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2525329.500000 Penalty: 4925.778809
	Iteration 7Q: 3 clusters Score -2525330 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2525635.250000 Penalty: 4925.778809
	Iteration 8Q: 3 clusters Score -2525635 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2525966.750000 Penalty: 4925.778809
	Iteration 9Q: 3 clusters Score -2525967 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2526279.500000 Penalty: 4925.778809
	Iteration 10Q: 3 clusters Score -2526280 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2526599.750000 Penalty: 4925.778809
	Iteration 11Q: 3 clusters Score -2526600 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2526961.500000 Penalty: 4925.778809
	Iteration 12Q: 3 clusters Score -2526962 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2527268.500000 Penalty: 4925.778809
	Iteration 13Q: 3 clusters Score -2527268 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2527503.250000 Penalty: 4925.778809
	Iteration 14Q: 3 clusters Score -2527503 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2527709.500000 Penalty: 4925.778809
	Iteration 15Q: 3 clusters Score -2527710 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2527900.750000 Penalty: 4925.778809
	Iteration 16Q: 3 clusters Score -2527901 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2528037.000000 Penalty: 4925.778809
	Iteration 17Q: 3 clusters Score -2528037 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2528134.500000 Penalty: 4925.778809
	Iteration 18Q: 3 clusters Score -2528134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2528211.750000 Penalty: 4925.778809
	Iteration 19Q: 3 clusters Score -2528212 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2528279.750000 Penalty: 4925.778809
	Iteration 20F: 3 clusters Score -2528280 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2528364.750000 Penalty: 4925.778809
	Iteration 21Q: 3 clusters Score -2528365 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2528429.750000 Penalty: 4925.778809
	Iteration 22Q: 3 clusters Score -2528430 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2528487.750000 Penalty: 4925.778809
	Iteration 23Q: 3 clusters Score -2528488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2528560.000000 Penalty: 4925.778809
	Iteration 24Q: 3 clusters Score -2528560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2528617.750000 Penalty: 4925.778809
	Iteration 25Q: 3 clusters Score -2528618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2528666.000000 Penalty: 4925.778809
	Iteration 26Q: 3 clusters Score -2528666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2528717.000000 Penalty: 4925.778809
	Iteration 27Q: 3 clusters Score -2528717 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2528771.500000 Penalty: 4925.778809
	Iteration 28Q: 3 clusters Score -2528772 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2528828.250000 Penalty: 4925.778809
	Iteration 29Q: 3 clusters Score -2528828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2528887.500000 Penalty: 4925.778809
	Iteration 30Q: 3 clusters Score -2528888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2528956.750000 Penalty: 4925.778809
	Iteration 31Q: 3 clusters Score -2528957 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2529019.000000 Penalty: 4925.778809
	Iteration 32Q: 3 clusters Score -2529019 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2529085.750000 Penalty: 4925.778809
	Iteration 33Q: 3 clusters Score -2529086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2529149.500000 Penalty: 4925.778809
	Iteration 34Q: 3 clusters Score -2529150 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2529228.750000 Penalty: 4925.778809
	Iteration 35Q: 3 clusters Score -2529229 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2529310.000000 Penalty: 4925.778809
	Iteration 36Q: 3 clusters Score -2529310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2529396.000000 Penalty: 4925.778809
	Iteration 37Q: 3 clusters Score -2529396 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2529486.750000 Penalty: 4925.778809
	Iteration 38Q: 3 clusters Score -2529487 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2529586.750000 Penalty: 4925.778809
	Iteration 39Q: 3 clusters Score -2529587 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2529702.750000 Penalty: 4925.778809
	Iteration 40F: 3 clusters Score -2529703 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2529822.250000 Penalty: 4925.778809
	Iteration 41Q: 3 clusters Score -2529822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2529930.250000 Penalty: 4925.778809
	Iteration 42Q: 3 clusters Score -2529930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2530027.250000 Penalty: 4925.778809
	Iteration 43Q: 3 clusters Score -2530027 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2530089.000000 Penalty: 4925.778809
	Iteration 44Q: 3 clusters Score -2530089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2530150.000000 Penalty: 4925.778809
	Iteration 45Q: 3 clusters Score -2530150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2530210.000000 Penalty: 4925.778809
	Iteration 46Q: 3 clusters Score -2530210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2530281.500000 Penalty: 4925.778809
	Iteration 47Q: 3 clusters Score -2530282 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2530325.250000 Penalty: 4925.778809
	Iteration 48Q: 3 clusters Score -2530325 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2530359.500000 Penalty: 4925.778809
	Iteration 49Q: 3 clusters Score -2530360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2530388.000000 Penalty: 4925.778809
	Iteration 50Q: 3 clusters Score -2530388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2530405.000000 Penalty: 4925.778809
	Iteration 51Q: 3 clusters Score -2530405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2530429.250000 Penalty: 4925.778809
	Iteration 52Q: 3 clusters Score -2530429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2530454.750000 Penalty: 4925.778809
	Iteration 53Q: 3 clusters Score -2530455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2530487.750000 Penalty: 4925.778809
	Iteration 54Q: 3 clusters Score -2530488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2530512.500000 Penalty: 4925.778809
	Iteration 55Q: 3 clusters Score -2530512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2530536.000000 Penalty: 4925.778809
	Iteration 56Q: 3 clusters Score -2530536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2530559.500000 Penalty: 4925.778809
	Iteration 57Q: 3 clusters Score -2530560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2530571.000000 Penalty: 4925.778809
	Iteration 58Q: 3 clusters Score -2530571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2530572.000000 Penalty: 4925.778809
	Iteration 59Q: 3 clusters Score -2530572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2530584.750000 Penalty: 4925.778809
	Iteration 60F: 3 clusters Score -2530585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2530591.000000 Penalty: 4925.778809
	Iteration 61Q: 3 clusters Score -2530591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2530596.000000 Penalty: 4925.778809
	Iteration 62Q: 3 clusters Score -2530596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2530604.750000 Penalty: 4925.778809
	Iteration 63Q: 3 clusters Score -2530605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2530609.000000 Penalty: 4925.778809
	Iteration 64Q: 3 clusters Score -2530609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2530611.750000 Penalty: 4925.778809
	Iteration 65Q: 3 clusters Score -2530612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2530609.500000 Penalty: 4925.778809
	Iteration 66Q: 3 clusters Score -2530610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2530618.250000 Penalty: 4925.778809
	Iteration 67Q: 3 clusters Score -2530618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2530619.500000 Penalty: 4925.778809
	Iteration 68Q: 3 clusters Score -2530620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2530622.750000 Penalty: 4925.778809
	Iteration 69Q: 3 clusters Score -2530623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2530621.500000 Penalty: 4925.778809
	Iteration 70Q: 3 clusters Score -2530622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2530622.750000 Penalty: 4925.778809
	Iteration 71Q: 3 clusters Score -2530623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2530623.500000 Penalty: 4925.778809
	Iteration 72Q: 3 clusters Score -2530624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2530623.000000 Penalty: 4925.778809
	Iteration 73Q: 3 clusters Score -2530623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2530622.750000 Penalty: 4925.778809
	Iteration 74Q: 3 clusters Score -2530623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2530622.750000 Penalty: 4925.778809
	Iteration 75F: 3 clusters Score -2530623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Entering Unmasked Estep 
Score: -2863329.250000 Penalty: 2479.284424
	Iteration 0F: 2 clusters Score -2863329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2848068.250000 Penalty: 4958.568848
	Iteration 0F: 3 clusters Score -2848068 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2853359.250000 Penalty: 4958.568848
	Iteration 1F: 3 clusters Score -2853359 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2854072.500000 Penalty: 4958.568848
	Iteration 2F: 3 clusters Score -2854072 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2855020.500000 Penalty: 4958.568848
	Iteration 3F: 3 clusters Score -2855020 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2856337.750000 Penalty: 4958.568848
	Iteration 4F: 3 clusters Score -2856338 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2857784.250000 Penalty: 4958.568848
	Iteration 5F: 3 clusters Score -2857784 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2858935.000000 Penalty: 4958.568848
	Iteration 6F: 3 clusters Score -2858935 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2859767.000000 Penalty: 4958.568848
	Iteration 7F: 3 clusters Score -2859767 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2860299.500000 Penalty: 4958.568848
	Iteration 8Q: 3 clusters Score -2860300 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2860661.250000 Penalty: 4958.568848
	Iteration 9Q: 3 clusters Score -2860661 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2860985.250000 Penalty: 4958.568848
	Iteration 10Q: 3 clusters Score -2860985 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2861210.750000 Penalty: 4958.568848
	Iteration 11Q: 3 clusters Score -2861211 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2861345.750000 Penalty: 4958.568848
	Iteration 12Q: 3 clusters Score -2861346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2861402.750000 Penalty: 4958.568848
	Iteration 13Q: 3 clusters Score -2861403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2861452.250000 Penalty: 4958.568848
	Iteration 14Q: 3 clusters Score -2861452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2861488.500000 Penalty: 4958.568848
	Iteration 15Q: 3 clusters Score -2861488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2861530.750000 Penalty: 4958.568848
	Iteration 16Q: 3 clusters Score -2861531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2861547.500000 Penalty: 4958.568848
	Iteration 17Q: 3 clusters Score -2861548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2861561.750000 Penalty: 4958.568848
	Iteration 18Q: 3 clusters Score -2861562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2861570.250000 Penalty: 4958.568848
	Iteration 19Q: 3 clusters Score -2861570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2861581.000000 Penalty: 4958.568848
	Iteration 20F: 3 clusters Score -2861581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2861594.500000 Penalty: 4958.568848
	Iteration 21Q: 3 clusters Score -2861594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2861599.000000 Penalty: 4958.568848
	Iteration 22Q: 3 clusters Score -2861599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2861599.250000 Penalty: 4958.568848
	Iteration 23Q: 3 clusters Score -2861599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2861599.250000 Penalty: 4958.568848
	Iteration 24Q: 3 clusters Score -2861599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2861602.250000 Penalty: 4958.568848
	Iteration 25Q: 3 clusters Score -2861602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2861604.750000 Penalty: 4958.568848
	Iteration 26Q: 3 clusters Score -2861605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2861599.750000 Penalty: 4958.568848
	Iteration 27Q: 3 clusters Score -2861600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2861596.750000 Penalty: 4958.568848
	Iteration 28Q: 3 clusters Score -2861597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2861603.000000 Penalty: 4958.568848
	Iteration 29Q: 3 clusters Score -2861603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2861609.000000 Penalty: 4958.568848
	Iteration 30Q: 3 clusters Score -2861609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2861609.250000 Penalty: 4958.568848
	Iteration 31Q: 3 clusters Score -2861609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2861607.500000 Penalty: 4958.568848
	Iteration 32Q: 3 clusters Score -2861608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2861606.750000 Penalty: 4958.568848
	Iteration 33Q: 3 clusters Score -2861607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2861607.000000 Penalty: 4958.568848
	Iteration 34Q: 3 clusters Score -2861607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2861604.750000 Penalty: 4958.568848
	Iteration 35Q: 3 clusters Score -2861605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2861604.750000 Penalty: 4958.568848
	Iteration 36F: 3 clusters Score -2861605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 420 members 
Entering Unmasked Estep 
Score: -108402.734375 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108402.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108668.835938 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108668.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108769.812500 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108769.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108809.257812 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108830.476562 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108848.523438 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108856.234375 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108859.898438 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108863.242188 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108865.171875 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108868.632812 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108868.632812 Penalty: 3345.053223
	Iteration 11F: 3 clusters Score -108868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1372200.250000 Penalty: 2292.576172
	Iteration 0F: 2 clusters Score -1372200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1364369.125000 Penalty: 4585.152344
	Iteration 0F: 3 clusters Score -1364369 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1366657.375000 Penalty: 4585.152344
	Iteration 1F: 3 clusters Score -1366657 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1367051.125000 Penalty: 4585.152344
	Iteration 2F: 3 clusters Score -1367051 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1367393.500000 Penalty: 4585.152344
	Iteration 3F: 3 clusters Score -1367394 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1367752.625000 Penalty: 4585.152344
	Iteration 4F: 3 clusters Score -1367753 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1368185.625000 Penalty: 4585.152344
	Iteration 5F: 3 clusters Score -1368186 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1368613.125000 Penalty: 4585.152344
	Iteration 6F: 3 clusters Score -1368613 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1368988.000000 Penalty: 4585.152344
	Iteration 7F: 3 clusters Score -1368988 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1369277.000000 Penalty: 4585.152344
	Iteration 8Q: 3 clusters Score -1369277 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1369524.125000 Penalty: 4585.152344
	Iteration 9Q: 3 clusters Score -1369524 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1369667.500000 Penalty: 4585.152344
	Iteration 10Q: 3 clusters Score -1369668 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1369737.250000 Penalty: 4585.152344
	Iteration 11Q: 3 clusters Score -1369737 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1369786.375000 Penalty: 4585.152344
	Iteration 12Q: 3 clusters Score -1369786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1369819.125000 Penalty: 4585.152344
	Iteration 13Q: 3 clusters Score -1369819 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1369839.000000 Penalty: 4585.152344
	Iteration 14Q: 3 clusters Score -1369839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1369856.875000 Penalty: 4585.152344
	Iteration 15Q: 3 clusters Score -1369857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1369872.625000 Penalty: 4585.152344
	Iteration 16Q: 3 clusters Score -1369873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1369882.375000 Penalty: 4585.152344
	Iteration 17Q: 3 clusters Score -1369882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1369891.125000 Penalty: 4585.152344
	Iteration 18Q: 3 clusters Score -1369891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1369897.875000 Penalty: 4585.152344
	Iteration 19Q: 3 clusters Score -1369898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1369899.500000 Penalty: 4585.152344
	Iteration 20F: 3 clusters Score -1369900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1369909.625000 Penalty: 4585.152344
	Iteration 21Q: 3 clusters Score -1369910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1369908.375000 Penalty: 4585.152344
	Iteration 22Q: 3 clusters Score -1369908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1369908.875000 Penalty: 4585.152344
	Iteration 23Q: 3 clusters Score -1369909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1369912.625000 Penalty: 4585.152344
	Iteration 24Q: 3 clusters Score -1369913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1369919.000000 Penalty: 4585.152344
	Iteration 25Q: 3 clusters Score -1369919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1369919.500000 Penalty: 4585.152344
	Iteration 26Q: 3 clusters Score -1369920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1369927.375000 Penalty: 4585.152344
	Iteration 27Q: 3 clusters Score -1369927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1369932.125000 Penalty: 4585.152344
	Iteration 28Q: 3 clusters Score -1369932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1369937.000000 Penalty: 4585.152344
	Iteration 29Q: 3 clusters Score -1369937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1369938.625000 Penalty: 4585.152344
	Iteration 30Q: 3 clusters Score -1369939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1369936.750000 Penalty: 4585.152344
	Iteration 31Q: 3 clusters Score -1369937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1369940.750000 Penalty: 4585.152344
	Iteration 32Q: 3 clusters Score -1369941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1369942.250000 Penalty: 4585.152344
	Iteration 33Q: 3 clusters Score -1369942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1369940.875000 Penalty: 4585.152344
	Iteration 34Q: 3 clusters Score -1369941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1369945.625000 Penalty: 4585.152344
	Iteration 35Q: 3 clusters Score -1369946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1369944.375000 Penalty: 4585.152344
	Iteration 36Q: 3 clusters Score -1369944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1369945.375000 Penalty: 4585.152344
	Iteration 37Q: 3 clusters Score -1369945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1369946.250000 Penalty: 4585.152344
	Iteration 38Q: 3 clusters Score -1369946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1369947.125000 Penalty: 4585.152344
	Iteration 39Q: 3 clusters Score -1369947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1369951.000000 Penalty: 4585.152344
	Iteration 40F: 3 clusters Score -1369951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1369951.875000 Penalty: 4585.152344
	Iteration 41Q: 3 clusters Score -1369952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1369955.500000 Penalty: 4585.152344
	Iteration 42Q: 3 clusters Score -1369956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1369957.125000 Penalty: 4585.152344
	Iteration 43Q: 3 clusters Score -1369957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1369957.625000 Penalty: 4585.152344
	Iteration 44Q: 3 clusters Score -1369958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1369956.375000 Penalty: 4585.152344
	Iteration 45Q: 3 clusters Score -1369956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1369957.625000 Penalty: 4585.152344
	Iteration 46Q: 3 clusters Score -1369958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1369957.625000 Penalty: 4585.152344
	Iteration 47Q: 3 clusters Score -1369958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1369959.000000 Penalty: 4585.152344
	Iteration 48Q: 3 clusters Score -1369959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1369959.250000 Penalty: 4585.152344
	Iteration 49Q: 3 clusters Score -1369959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1369961.000000 Penalty: 4585.152344
	Iteration 50Q: 3 clusters Score -1369961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1369961.000000 Penalty: 4585.152344
	Iteration 51F: 3 clusters Score -1369961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Entering Unmasked Estep 
Score: -1013005.062500 Penalty: 2243.509277
	Iteration 0F: 2 clusters Score -1013005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1006302.937500 Penalty: 4487.018555
	Iteration 0F: 3 clusters Score -1006303 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1008580.625000 Penalty: 4487.018555
	Iteration 1F: 3 clusters Score -1008581 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1009245.500000 Penalty: 4487.018555
	Iteration 2F: 3 clusters Score -1009246 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1009778.500000 Penalty: 4487.018555
	Iteration 3F: 3 clusters Score -1009778 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1010102.875000 Penalty: 4487.018555
	Iteration 4F: 3 clusters Score -1010103 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1010318.312500 Penalty: 4487.018555
	Iteration 5Q: 3 clusters Score -1010318 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1010490.312500 Penalty: 4487.018555
	Iteration 6Q: 3 clusters Score -1010490 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1010628.437500 Penalty: 4487.018555
	Iteration 7Q: 3 clusters Score -1010628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1010769.625000 Penalty: 4487.018555
	Iteration 8Q: 3 clusters Score -1010770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1010896.875000 Penalty: 4487.018555
	Iteration 9Q: 3 clusters Score -1010897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1011043.312500 Penalty: 4487.018555
	Iteration 10Q: 3 clusters Score -1011043 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1011190.687500 Penalty: 4487.018555
	Iteration 11Q: 3 clusters Score -1011191 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1011303.687500 Penalty: 4487.018555
	Iteration 12Q: 3 clusters Score -1011304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1011369.062500 Penalty: 4487.018555
	Iteration 13Q: 3 clusters Score -1011369 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1011412.187500 Penalty: 4487.018555
	Iteration 14Q: 3 clusters Score -1011412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1011454.500000 Penalty: 4487.018555
	Iteration 15Q: 3 clusters Score -1011454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1011485.500000 Penalty: 4487.018555
	Iteration 16Q: 3 clusters Score -1011486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1011510.062500 Penalty: 4487.018555
	Iteration 17Q: 3 clusters Score -1011510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1011523.937500 Penalty: 4487.018555
	Iteration 18Q: 3 clusters Score -1011524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1011537.125000 Penalty: 4487.018555
	Iteration 19Q: 3 clusters Score -1011537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1011547.187500 Penalty: 4487.018555
	Iteration 20F: 3 clusters Score -1011547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1011557.875000 Penalty: 4487.018555
	Iteration 21Q: 3 clusters Score -1011558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1011565.437500 Penalty: 4487.018555
	Iteration 22Q: 3 clusters Score -1011565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1011570.062500 Penalty: 4487.018555
	Iteration 23Q: 3 clusters Score -1011570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1011571.750000 Penalty: 4487.018555
	Iteration 24Q: 3 clusters Score -1011572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1011574.625000 Penalty: 4487.018555
	Iteration 25Q: 3 clusters Score -1011575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1011579.000000 Penalty: 4487.018555
	Iteration 26Q: 3 clusters Score -1011579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1011581.062500 Penalty: 4487.018555
	Iteration 27Q: 3 clusters Score -1011581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1011583.750000 Penalty: 4487.018555
	Iteration 28Q: 3 clusters Score -1011584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1011589.250000 Penalty: 4487.018555
	Iteration 29Q: 3 clusters Score -1011589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1011593.312500 Penalty: 4487.018555
	Iteration 30Q: 3 clusters Score -1011593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1011596.000000 Penalty: 4487.018555
	Iteration 31Q: 3 clusters Score -1011596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1011600.750000 Penalty: 4487.018555
	Iteration 32Q: 3 clusters Score -1011601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1011600.937500 Penalty: 4487.018555
	Iteration 33Q: 3 clusters Score -1011601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1011600.250000 Penalty: 4487.018555
	Iteration 34Q: 3 clusters Score -1011600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1011602.500000 Penalty: 4487.018555
	Iteration 35Q: 3 clusters Score -1011602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1011601.750000 Penalty: 4487.018555
	Iteration 36Q: 3 clusters Score -1011602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1011603.500000 Penalty: 4487.018555
	Iteration 37Q: 3 clusters Score -1011604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1011600.437500 Penalty: 4487.018555
	Iteration 38Q: 3 clusters Score -1011600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1011602.437500 Penalty: 4487.018555
	Iteration 39Q: 3 clusters Score -1011602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1011602.437500 Penalty: 4487.018555
	Iteration 40F: 3 clusters Score -1011602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -656088.500000 Penalty: 2108.011475
	Iteration 0F: 2 clusters Score -656088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -651651.937500 Penalty: 4216.022949
	Iteration 0F: 3 clusters Score -651651.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -652655.375000 Penalty: 4216.022949
	Iteration 1F: 3 clusters Score -652655.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -652903.375000 Penalty: 4216.022949
	Iteration 2F: 3 clusters Score -652903.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -653075.250000 Penalty: 4216.022949
	Iteration 3F: 3 clusters Score -653075.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -653226.875000 Penalty: 4216.022949
	Iteration 4Q: 3 clusters Score -653226.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -653351.187500 Penalty: 4216.022949
	Iteration 5Q: 3 clusters Score -653351.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -653458.062500 Penalty: 4216.022949
	Iteration 6Q: 3 clusters Score -653458.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -653552.125000 Penalty: 4216.022949
	Iteration 7Q: 3 clusters Score -653552.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -653632.812500 Penalty: 4216.022949
	Iteration 8Q: 3 clusters Score -653632.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -653706.687500 Penalty: 4216.022949
	Iteration 9Q: 3 clusters Score -653706.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -653769.125000 Penalty: 4216.022949
	Iteration 10Q: 3 clusters Score -653769.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -653827.625000 Penalty: 4216.022949
	Iteration 11Q: 3 clusters Score -653827.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -653883.062500 Penalty: 4216.022949
	Iteration 12Q: 3 clusters Score -653883.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -653928.250000 Penalty: 4216.022949
	Iteration 13Q: 3 clusters Score -653928.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -653973.437500 Penalty: 4216.022949
	Iteration 14Q: 3 clusters Score -653973.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -654015.562500 Penalty: 4216.022949
	Iteration 15Q: 3 clusters Score -654015.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -654060.062500 Penalty: 4216.022949
	Iteration 16Q: 3 clusters Score -654060.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -654109.500000 Penalty: 4216.022949
	Iteration 17Q: 3 clusters Score -654109.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -654155.687500 Penalty: 4216.022949
	Iteration 18Q: 3 clusters Score -654155.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -654199.750000 Penalty: 4216.022949
	Iteration 19Q: 3 clusters Score -654199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -654232.312500 Penalty: 4216.022949
	Iteration 20F: 3 clusters Score -654232.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -654265.250000 Penalty: 4216.022949
	Iteration 21Q: 3 clusters Score -654265.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -654284.000000 Penalty: 4216.022949
	Iteration 22Q: 3 clusters Score -654284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -654300.750000 Penalty: 4216.022949
	Iteration 23Q: 3 clusters Score -654300.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -654318.750000 Penalty: 4216.022949
	Iteration 24Q: 3 clusters Score -654318.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -654330.375000 Penalty: 4216.022949
	Iteration 25Q: 3 clusters Score -654330.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -654338.875000 Penalty: 4216.022949
	Iteration 26Q: 3 clusters Score -654338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -654349.250000 Penalty: 4216.022949
	Iteration 27Q: 3 clusters Score -654349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -654354.875000 Penalty: 4216.022949
	Iteration 28Q: 3 clusters Score -654354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -654358.750000 Penalty: 4216.022949
	Iteration 29Q: 3 clusters Score -654358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -654363.000000 Penalty: 4216.022949
	Iteration 30Q: 3 clusters Score -654363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -654365.000000 Penalty: 4216.022949
	Iteration 31Q: 3 clusters Score -654365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -654366.750000 Penalty: 4216.022949
	Iteration 32Q: 3 clusters Score -654366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -654369.312500 Penalty: 4216.022949
	Iteration 33Q: 3 clusters Score -654369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -654369.312500 Penalty: 4216.022949
	Iteration 34Q: 3 clusters Score -654369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -654369.312500 Penalty: 4216.022949
	Iteration 35F: 3 clusters Score -654369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Entering Unmasked Estep 
Score: -1981576.000000 Penalty: 2388.363281
	Iteration 0F: 2 clusters Score -1981576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1970626.375000 Penalty: 4776.726562
	Iteration 0F: 3 clusters Score -1970626 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1974208.000000 Penalty: 4776.726562
	Iteration 1F: 3 clusters Score -1974208 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1974620.375000 Penalty: 4776.726562
	Iteration 2F: 3 clusters Score -1974620 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1974992.875000 Penalty: 4776.726562
	Iteration 3F: 3 clusters Score -1974993 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1975426.250000 Penalty: 4776.726562
	Iteration 4F: 3 clusters Score -1975426 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1975899.125000 Penalty: 4776.726562
	Iteration 5F: 3 clusters Score -1975899 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1976445.750000 Penalty: 4776.726562
	Iteration 6F: 3 clusters Score -1976446 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1977025.375000 Penalty: 4776.726562
	Iteration 7F: 3 clusters Score -1977025 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1977617.000000 Penalty: 4776.726562
	Iteration 8F: 3 clusters Score -1977617 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1978073.000000 Penalty: 4776.726562
	Iteration 9Q: 3 clusters Score -1978073 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1978428.750000 Penalty: 4776.726562
	Iteration 10Q: 3 clusters Score -1978429 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1978684.125000 Penalty: 4776.726562
	Iteration 11Q: 3 clusters Score -1978684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1978841.875000 Penalty: 4776.726562
	Iteration 12Q: 3 clusters Score -1978842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1978946.875000 Penalty: 4776.726562
	Iteration 13Q: 3 clusters Score -1978947 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1979033.750000 Penalty: 4776.726562
	Iteration 14Q: 3 clusters Score -1979034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1979118.750000 Penalty: 4776.726562
	Iteration 15Q: 3 clusters Score -1979119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1979200.250000 Penalty: 4776.726562
	Iteration 16Q: 3 clusters Score -1979200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1979277.625000 Penalty: 4776.726562
	Iteration 17Q: 3 clusters Score -1979278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1979366.375000 Penalty: 4776.726562
	Iteration 18Q: 3 clusters Score -1979366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1979447.000000 Penalty: 4776.726562
	Iteration 19Q: 3 clusters Score -1979447 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1979557.000000 Penalty: 4776.726562
	Iteration 20F: 3 clusters Score -1979557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1979635.750000 Penalty: 4776.726562
	Iteration 21Q: 3 clusters Score -1979636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1979740.750000 Penalty: 4776.726562
	Iteration 22Q: 3 clusters Score -1979741 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1979845.875000 Penalty: 4776.726562
	Iteration 23Q: 3 clusters Score -1979846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1979951.375000 Penalty: 4776.726562
	Iteration 24Q: 3 clusters Score -1979951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1980016.375000 Penalty: 4776.726562
	Iteration 25Q: 3 clusters Score -1980016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1980099.375000 Penalty: 4776.726562
	Iteration 26Q: 3 clusters Score -1980099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1980159.625000 Penalty: 4776.726562
	Iteration 27Q: 3 clusters Score -1980160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1980207.625000 Penalty: 4776.726562
	Iteration 28Q: 3 clusters Score -1980208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1980238.500000 Penalty: 4776.726562
	Iteration 29Q: 3 clusters Score -1980238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1980259.875000 Penalty: 4776.726562
	Iteration 30Q: 3 clusters Score -1980260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1980274.125000 Penalty: 4776.726562
	Iteration 31Q: 3 clusters Score -1980274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1980285.875000 Penalty: 4776.726562
	Iteration 32Q: 3 clusters Score -1980286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1980287.750000 Penalty: 4776.726562
	Iteration 33Q: 3 clusters Score -1980288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1980291.875000 Penalty: 4776.726562
	Iteration 34Q: 3 clusters Score -1980292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1980292.500000 Penalty: 4776.726562
	Iteration 35Q: 3 clusters Score -1980292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1980294.000000 Penalty: 4776.726562
	Iteration 36Q: 3 clusters Score -1980294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1980294.875000 Penalty: 4776.726562
	Iteration 37Q: 3 clusters Score -1980295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1980296.250000 Penalty: 4776.726562
	Iteration 38Q: 3 clusters Score -1980296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1980296.250000 Penalty: 4776.726562
	Iteration 39F: 3 clusters Score -1980296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Entering Unmasked Estep 
Score: -1503157.000000 Penalty: 2307.282227
	Iteration 0F: 2 clusters Score -1503157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1494851.000000 Penalty: 4614.564453
	Iteration 0F: 3 clusters Score -1494851 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1497333.375000 Penalty: 4614.564453
	Iteration 1F: 3 clusters Score -1497333 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1497631.375000 Penalty: 4614.564453
	Iteration 2F: 3 clusters Score -1497631 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1497833.000000 Penalty: 4614.564453
	Iteration 3Q: 3 clusters Score -1497833 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1497980.625000 Penalty: 4614.564453
	Iteration 4Q: 3 clusters Score -1497981 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1498109.125000 Penalty: 4614.564453
	Iteration 5Q: 3 clusters Score -1498109 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1498232.375000 Penalty: 4614.564453
	Iteration 6Q: 3 clusters Score -1498232 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1498342.125000 Penalty: 4614.564453
	Iteration 7Q: 3 clusters Score -1498342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1498455.250000 Penalty: 4614.564453
	Iteration 8Q: 3 clusters Score -1498455 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1498582.125000 Penalty: 4614.564453
	Iteration 9Q: 3 clusters Score -1498582 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1498699.875000 Penalty: 4614.564453
	Iteration 10Q: 3 clusters Score -1498700 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1498838.125000 Penalty: 4614.564453
	Iteration 11Q: 3 clusters Score -1498838 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1498985.500000 Penalty: 4614.564453
	Iteration 12Q: 3 clusters Score -1498986 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1499176.250000 Penalty: 4614.564453
	Iteration 13Q: 3 clusters Score -1499176 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1499388.500000 Penalty: 4614.564453
	Iteration 14Q: 3 clusters Score -1499388 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1499648.500000 Penalty: 4614.564453
	Iteration 15Q: 3 clusters Score -1499648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1499958.750000 Penalty: 4614.564453
	Iteration 16Q: 3 clusters Score -1499959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1500223.250000 Penalty: 4614.564453
	Iteration 17Q: 3 clusters Score -1500223 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1500454.000000 Penalty: 4614.564453
	Iteration 18Q: 3 clusters Score -1500454 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1500653.125000 Penalty: 4614.564453
	Iteration 19Q: 3 clusters Score -1500653 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1500805.625000 Penalty: 4614.564453
	Iteration 20F: 3 clusters Score -1500806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1500884.750000 Penalty: 4614.564453
	Iteration 21Q: 3 clusters Score -1500885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1500943.625000 Penalty: 4614.564453
	Iteration 22Q: 3 clusters Score -1500944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1500989.000000 Penalty: 4614.564453
	Iteration 23Q: 3 clusters Score -1500989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1501026.875000 Penalty: 4614.564453
	Iteration 24Q: 3 clusters Score -1501027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1501060.875000 Penalty: 4614.564453
	Iteration 25Q: 3 clusters Score -1501061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1501091.125000 Penalty: 4614.564453
	Iteration 26Q: 3 clusters Score -1501091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1501124.875000 Penalty: 4614.564453
	Iteration 27Q: 3 clusters Score -1501125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1501157.125000 Penalty: 4614.564453
	Iteration 28Q: 3 clusters Score -1501157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1501189.250000 Penalty: 4614.564453
	Iteration 29Q: 3 clusters Score -1501189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1501206.875000 Penalty: 4614.564453
	Iteration 30Q: 3 clusters Score -1501207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1501216.125000 Penalty: 4614.564453
	Iteration 31Q: 3 clusters Score -1501216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1501226.875000 Penalty: 4614.564453
	Iteration 32Q: 3 clusters Score -1501227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1501240.375000 Penalty: 4614.564453
	Iteration 33Q: 3 clusters Score -1501240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1501244.625000 Penalty: 4614.564453
	Iteration 34Q: 3 clusters Score -1501245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1501257.375000 Penalty: 4614.564453
	Iteration 35Q: 3 clusters Score -1501257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1501268.375000 Penalty: 4614.564453
	Iteration 36Q: 3 clusters Score -1501268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1501271.500000 Penalty: 4614.564453
	Iteration 37Q: 3 clusters Score -1501272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1501273.500000 Penalty: 4614.564453
	Iteration 38Q: 3 clusters Score -1501274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1501278.875000 Penalty: 4614.564453
	Iteration 39Q: 3 clusters Score -1501279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1501283.125000 Penalty: 4614.564453
	Iteration 40F: 3 clusters Score -1501283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1501289.125000 Penalty: 4614.564453
	Iteration 41Q: 3 clusters Score -1501289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1501290.875000 Penalty: 4614.564453
	Iteration 42Q: 3 clusters Score -1501291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1501296.875000 Penalty: 4614.564453
	Iteration 43Q: 3 clusters Score -1501297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1501299.500000 Penalty: 4614.564453
	Iteration 44Q: 3 clusters Score -1501300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1501299.875000 Penalty: 4614.564453
	Iteration 45Q: 3 clusters Score -1501300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1501300.375000 Penalty: 4614.564453
	Iteration 46Q: 3 clusters Score -1501300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1501300.375000 Penalty: 4614.564453
	Iteration 47F: 3 clusters Score -1501300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -212958.421875 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -212958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210454.281250 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -210454.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211099.265625 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -211099.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -211720.046875 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -211720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -212557.125000 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -212557.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -212869.359375 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -212869.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -213077.953125 Penalty: 3721.358154
	Iteration 5F: 3 clusters Score -213078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -213215.593750 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -213215.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -213325.359375 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -213325.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -213419.468750 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -213419.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -213481.625000 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -213481.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -213505.843750 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -213505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -213523.140625 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -213523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -213540.718750 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -213540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -213550.734375 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -213550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -213557.640625 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -213557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -213563.093750 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -213563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -213568.937500 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -213568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -213569.937500 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -213569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -213569.937500 Penalty: 3721.358154
	Iteration 18F: 3 clusters Score -213569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 211041 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 10977 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 110659 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132250 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 23 contains 85845 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21805 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 34088 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 227284 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 290 members 
Entering Unmasked Estep 
Score: -181102656.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181104608.000000 to -181102656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -2391439.500000 Penalty: 2424.770508
	Iteration 0F: 2 clusters Score -2391440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2378949.000000 Penalty: 4849.541016
	Iteration 0F: 3 clusters Score -2378949 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2382892.250000 Penalty: 4849.541016
	Iteration 1F: 3 clusters Score -2382892 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2383263.250000 Penalty: 4849.541016
	Iteration 2F: 3 clusters Score -2383263 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2383580.000000 Penalty: 4849.541016
	Iteration 3Q: 3 clusters Score -2383580 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2383926.000000 Penalty: 4849.541016
	Iteration 4Q: 3 clusters Score -2383926 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2384313.750000 Penalty: 4849.541016
	Iteration 5Q: 3 clusters Score -2384314 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2384827.250000 Penalty: 4849.541016
	Iteration 6F: 3 clusters Score -2384827 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2385565.750000 Penalty: 4849.541016
	Iteration 7F: 3 clusters Score -2385566 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2386571.750000 Penalty: 4849.541016
	Iteration 8F: 3 clusters Score -2386572 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2387799.500000 Penalty: 4849.541016
	Iteration 9F: 3 clusters Score -2387800 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2388709.500000 Penalty: 4849.541016
	Iteration 10F: 3 clusters Score -2388710 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2389177.000000 Penalty: 4849.541016
	Iteration 11Q: 3 clusters Score -2389177 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2389406.750000 Penalty: 4849.541016
	Iteration 12Q: 3 clusters Score -2389407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2389516.750000 Penalty: 4849.541016
	Iteration 13Q: 3 clusters Score -2389517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2389602.750000 Penalty: 4849.541016
	Iteration 14Q: 3 clusters Score -2389603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2389648.750000 Penalty: 4849.541016
	Iteration 15Q: 3 clusters Score -2389649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2389677.250000 Penalty: 4849.541016
	Iteration 16Q: 3 clusters Score -2389677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2389690.250000 Penalty: 4849.541016
	Iteration 17Q: 3 clusters Score -2389690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2389702.000000 Penalty: 4849.541016
	Iteration 18Q: 3 clusters Score -2389702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2389708.750000 Penalty: 4849.541016
	Iteration 19Q: 3 clusters Score -2389709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2389716.250000 Penalty: 4849.541016
	Iteration 20F: 3 clusters Score -2389716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2389716.000000 Penalty: 4849.541016
	Iteration 21Q: 3 clusters Score -2389716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2389719.750000 Penalty: 4849.541016
	Iteration 22Q: 3 clusters Score -2389720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2389717.750000 Penalty: 4849.541016
	Iteration 23Q: 3 clusters Score -2389718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2389720.000000 Penalty: 4849.541016
	Iteration 24Q: 3 clusters Score -2389720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2389730.000000 Penalty: 4849.541016
	Iteration 25Q: 3 clusters Score -2389730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2389732.250000 Penalty: 4849.541016
	Iteration 26Q: 3 clusters Score -2389732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2389733.500000 Penalty: 4849.541016
	Iteration 27Q: 3 clusters Score -2389734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2389736.750000 Penalty: 4849.541016
	Iteration 28Q: 3 clusters Score -2389737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2389740.000000 Penalty: 4849.541016
	Iteration 29Q: 3 clusters Score -2389740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2389744.000000 Penalty: 4849.541016
	Iteration 30Q: 3 clusters Score -2389744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2389743.750000 Penalty: 4849.541016
	Iteration 31Q: 3 clusters Score -2389744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2389750.000000 Penalty: 4849.541016
	Iteration 32Q: 3 clusters Score -2389750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2389749.000000 Penalty: 4849.541016
	Iteration 33Q: 3 clusters Score -2389749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2389750.250000 Penalty: 4849.541016
	Iteration 34Q: 3 clusters Score -2389750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2389750.250000 Penalty: 4849.541016
	Iteration 35F: 3 clusters Score -2389750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Entering Unmasked Estep 
Score: -14768987.000000 Penalty: 2880.323730
	Iteration 0F: 2 clusters Score -1.476899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -14695008.000000 Penalty: 5760.647461
	Iteration 0F: 3 clusters Score -1.469501e+07 nChanged 52589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -14725091.000000 Penalty: 5760.647461
	Iteration 1F: 3 clusters Score -1.472509e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -14725867.000000 Penalty: 5760.647461
	Iteration 2Q: 3 clusters Score -1.472587e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -14726465.000000 Penalty: 5760.647461
	Iteration 3Q: 3 clusters Score -1.472646e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -14727206.000000 Penalty: 5760.647461
	Iteration 4Q: 3 clusters Score -1.472721e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -14727959.000000 Penalty: 5760.647461
	Iteration 5Q: 3 clusters Score -1.472796e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -14729075.000000 Penalty: 5760.647461
	Iteration 6Q: 3 clusters Score -1.472908e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -14730694.000000 Penalty: 5760.647461
	Iteration 7Q: 3 clusters Score -1.473069e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -14733265.000000 Penalty: 5760.647461
	Iteration 8Q: 3 clusters Score -1.473326e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -14737703.000000 Penalty: 5760.647461
	Iteration 9F: 3 clusters Score -1.47377e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -14744637.000000 Penalty: 5760.647461
	Iteration 10F: 3 clusters Score -1.474464e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -14752812.000000 Penalty: 5760.647461
	Iteration 11F: 3 clusters Score -1.475281e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -14759856.000000 Penalty: 5760.647461
	Iteration 12F: 3 clusters Score -1.475986e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -14763711.000000 Penalty: 5760.647461
	Iteration 13Q: 3 clusters Score -1.476371e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -14765300.000000 Penalty: 5760.647461
	Iteration 14Q: 3 clusters Score -1.47653e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -14765935.000000 Penalty: 5760.647461
	Iteration 15Q: 3 clusters Score -1.476594e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -14766179.000000 Penalty: 5760.647461
	Iteration 16Q: 3 clusters Score -1.476618e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -14766271.000000 Penalty: 5760.647461
	Iteration 17Q: 3 clusters Score -1.476627e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -14766338.000000 Penalty: 5760.647461
	Iteration 18Q: 3 clusters Score -1.476634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -14766377.000000 Penalty: 5760.647461
	Iteration 19Q: 3 clusters Score -1.476638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -14766400.000000 Penalty: 5760.647461
	Iteration 20F: 3 clusters Score -1.47664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -14766409.000000 Penalty: 5760.647461
	Iteration 21Q: 3 clusters Score -1.476641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -14766414.000000 Penalty: 5760.647461
	Iteration 22Q: 3 clusters Score -1.476641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -14766427.000000 Penalty: 5760.647461
	Iteration 23Q: 3 clusters Score -1.476643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -14766445.000000 Penalty: 5760.647461
	Iteration 24Q: 3 clusters Score -1.476644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 110292 members 
Entering Unmasked Estep 
Score: -14766438.000000 Penalty: 5760.647461
	Iteration 25Q: 3 clusters Score -1.476644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -14766447.000000 Penalty: 5760.647461
	Iteration 26Q: 3 clusters Score -1.476645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -14766450.000000 Penalty: 5760.647461
	Iteration 27Q: 3 clusters Score -1.476645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -14766446.000000 Penalty: 5760.647461
	Iteration 28Q: 3 clusters Score -1.476645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -14766446.000000 Penalty: 5760.647461
	Iteration 29F: 3 clusters Score -1.476645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Entering Unmasked Estep 
Score: -16705491.000000 Penalty: 2914.384033
	Iteration 0F: 2 clusters Score -1.670549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -16621026.000000 Penalty: 5828.768066
	Iteration 0F: 3 clusters Score -1.662103e+07 nChanged 60498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -16655420.000000 Penalty: 5828.768066
	Iteration 1F: 3 clusters Score -1.665542e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -16656249.000000 Penalty: 5828.768066
	Iteration 2Q: 3 clusters Score -1.665625e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -16657104.000000 Penalty: 5828.768066
	Iteration 3Q: 3 clusters Score -1.66571e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -16657939.000000 Penalty: 5828.768066
	Iteration 4Q: 3 clusters Score -1.665794e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -16659079.000000 Penalty: 5828.768066
	Iteration 5Q: 3 clusters Score -1.665908e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -16660498.000000 Penalty: 5828.768066
	Iteration 6Q: 3 clusters Score -1.66605e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -16662704.000000 Penalty: 5828.768066
	Iteration 7Q: 3 clusters Score -1.66627e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -16665996.000000 Penalty: 5828.768066
	Iteration 8F: 3 clusters Score -1.6666e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -16670862.000000 Penalty: 5828.768066
	Iteration 9F: 3 clusters Score -1.667086e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -16677311.000000 Penalty: 5828.768066
	Iteration 10F: 3 clusters Score -1.667731e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -16684224.000000 Penalty: 5828.768066
	Iteration 11F: 3 clusters Score -1.668422e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -16690539.000000 Penalty: 5828.768066
	Iteration 12F: 3 clusters Score -1.669054e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -16695595.000000 Penalty: 5828.768066
	Iteration 13Q: 3 clusters Score -1.66956e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -16698813.000000 Penalty: 5828.768066
	Iteration 14Q: 3 clusters Score -1.669881e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -16700608.000000 Penalty: 5828.768066
	Iteration 15Q: 3 clusters Score -1.670061e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 125066 members 
Entering Unmasked Estep 
Score: -16701636.000000 Penalty: 5828.768066
	Iteration 16Q: 3 clusters Score -1.670164e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 125734 members 
Entering Unmasked Estep 
Score: -16702050.000000 Penalty: 5828.768066
	Iteration 17Q: 3 clusters Score -1.670205e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -16702357.000000 Penalty: 5828.768066
	Iteration 18Q: 3 clusters Score -1.670236e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 126262 members 
Entering Unmasked Estep 
Score: -16702545.000000 Penalty: 5828.768066
	Iteration 19Q: 3 clusters Score -1.670254e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 126362 members 
Entering Unmasked Estep 
Score: -16702653.000000 Penalty: 5828.768066
	Iteration 20F: 3 clusters Score -1.670265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -16702719.000000 Penalty: 5828.768066
	Iteration 21Q: 3 clusters Score -1.670272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -16702798.000000 Penalty: 5828.768066
	Iteration 22Q: 3 clusters Score -1.67028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -16702835.000000 Penalty: 5828.768066
	Iteration 23Q: 3 clusters Score -1.670284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -16702875.000000 Penalty: 5828.768066
	Iteration 24Q: 3 clusters Score -1.670288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 126507 members 
Entering Unmasked Estep 
Score: -16702886.000000 Penalty: 5828.768066
	Iteration 25Q: 3 clusters Score -1.670289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -16702897.000000 Penalty: 5828.768066
	Iteration 26Q: 3 clusters Score -1.67029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -16702921.000000 Penalty: 5828.768066
	Iteration 27Q: 3 clusters Score -1.670292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -16702931.000000 Penalty: 5828.768066
	Iteration 28Q: 3 clusters Score -1.670293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126527 members 
Entering Unmasked Estep 
Score: -16702945.000000 Penalty: 5828.768066
	Iteration 29Q: 3 clusters Score -1.670294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16702963.000000 Penalty: 5828.768066
	Iteration 30Q: 3 clusters Score -1.670296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -16702956.000000 Penalty: 5828.768066
	Iteration 31Q: 3 clusters Score -1.670296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16702961.000000 Penalty: 5828.768066
	Iteration 32Q: 3 clusters Score -1.670296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16702961.000000 Penalty: 5828.768066
	Iteration 33F: 3 clusters Score -1.670296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Entering Unmasked Estep 
Score: -16472255.000000 Penalty: 2924.527344
	Iteration 0F: 2 clusters Score -1.647226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -16383728.000000 Penalty: 5849.054688
	Iteration 0F: 3 clusters Score -1.638373e+07 nChanged 63366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -16420856.000000 Penalty: 5849.054688
	Iteration 1F: 3 clusters Score -1.642086e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -16422302.000000 Penalty: 5849.054688
	Iteration 2Q: 3 clusters Score -1.64223e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -16423940.000000 Penalty: 5849.054688
	Iteration 3Q: 3 clusters Score -1.642394e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -16426080.000000 Penalty: 5849.054688
	Iteration 4Q: 3 clusters Score -1.642608e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -16429010.000000 Penalty: 5849.054688
	Iteration 5Q: 3 clusters Score -1.642901e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -16432942.000000 Penalty: 5849.054688
	Iteration 6F: 3 clusters Score -1.643294e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -16438085.000000 Penalty: 5849.054688
	Iteration 7F: 3 clusters Score -1.643808e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -16444551.000000 Penalty: 5849.054688
	Iteration 8F: 3 clusters Score -1.644455e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -16451585.000000 Penalty: 5849.054688
	Iteration 9F: 3 clusters Score -1.645158e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -16458366.000000 Penalty: 5849.054688
	Iteration 10F: 3 clusters Score -1.645837e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -16463680.000000 Penalty: 5849.054688
	Iteration 11Q: 3 clusters Score -1.646368e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -16466934.000000 Penalty: 5849.054688
	Iteration 12Q: 3 clusters Score -1.646693e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -16468878.000000 Penalty: 5849.054688
	Iteration 13Q: 3 clusters Score -1.646888e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -16470011.000000 Penalty: 5849.054688
	Iteration 14Q: 3 clusters Score -1.647001e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 129258 members 
Entering Unmasked Estep 
Score: -16470516.000000 Penalty: 5849.054688
	Iteration 15Q: 3 clusters Score -1.647052e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -16470804.000000 Penalty: 5849.054688
	Iteration 16Q: 3 clusters Score -1.64708e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -16470960.000000 Penalty: 5849.054688
	Iteration 17Q: 3 clusters Score -1.647096e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 130092 members 
Entering Unmasked Estep 
Score: -16471062.000000 Penalty: 5849.054688
	Iteration 18Q: 3 clusters Score -1.647106e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -16471092.000000 Penalty: 5849.054688
	Iteration 19Q: 3 clusters Score -1.647109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -16471132.000000 Penalty: 5849.054688
	Iteration 20F: 3 clusters Score -1.647113e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 130304 members 
Entering Unmasked Estep 
Score: -16471136.000000 Penalty: 5849.054688
	Iteration 21Q: 3 clusters Score -1.647114e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
Score: -16471145.000000 Penalty: 5849.054688
	Iteration 22Q: 3 clusters Score -1.647114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 130360 members 
Entering Unmasked Estep 
Score: -16471165.000000 Penalty: 5849.054688
	Iteration 23Q: 3 clusters Score -1.647116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 130374 members 
Entering Unmasked Estep 
Score: -16471166.000000 Penalty: 5849.054688
	Iteration 24Q: 3 clusters Score -1.647117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 130385 members 
Entering Unmasked Estep 
Score: -16471175.000000 Penalty: 5849.054688
	Iteration 25Q: 3 clusters Score -1.647118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -16471186.000000 Penalty: 5849.054688
	Iteration 26Q: 3 clusters Score -1.647119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -16471187.000000 Penalty: 5849.054688
	Iteration 27Q: 3 clusters Score -1.647119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -16471191.000000 Penalty: 5849.054688
	Iteration 28Q: 3 clusters Score -1.647119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 130418 members 
Entering Unmasked Estep 
Score: -16471174.000000 Penalty: 5849.054688
	Iteration 29Q: 3 clusters Score -1.647117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -16471184.000000 Penalty: 5849.054688
	Iteration 30Q: 3 clusters Score -1.647118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -16471189.000000 Penalty: 5849.054688
	Iteration 31Q: 3 clusters Score -1.647119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -16471171.000000 Penalty: 5849.054688
	Iteration 32Q: 3 clusters Score -1.647117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -16471174.000000 Penalty: 5849.054688
	Iteration 33Q: 3 clusters Score -1.647117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -16471174.000000 Penalty: 5849.054688
	Iteration 34F: 3 clusters Score -1.647117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66923.156250 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66923.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67213.296875 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67213.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67290.054688 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67290.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67323.343750 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67323.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67339.921875 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67339.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67358.773438 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67358.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67372.390625 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67372.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67381.234375 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67381.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67382.375000 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67382.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67386.289062 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -67386.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67388.023438 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -67388.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67388.023438 Penalty: 3132.417725
	Iteration 11F: 3 clusters Score -67388.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -544765.375000 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -544765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -540611.375000 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -540611.4 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -541661.125000 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -541661.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -541922.250000 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -541922.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -542158.812500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -542158.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -542384.437500 Penalty: 4165.164062
	Iteration 4F: 3 clusters Score -542384.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -542608.562500 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -542608.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -542855.500000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -542855.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -543092.062500 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -543092.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -543305.750000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -543305.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -543471.937500 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -543471.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -543576.375000 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -543576.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -543638.125000 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -543638.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -543667.625000 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -543667.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -543684.687500 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -543684.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -543699.750000 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -543699.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -543709.375000 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -543709.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -543717.500000 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -543717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -543722.875000 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -543722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -543725.562500 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -543725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -543728.187500 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -543728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -543729.625000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -543729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -543732.750000 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -543732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -543737.187500 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -543737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -543742.562500 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -543742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -543746.000000 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -543746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -543759.187500 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -543759.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -543769.750000 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -543769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -543782.500000 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -543782.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -543801.687500 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -543801.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -543826.312500 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -543826.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -543833.187500 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -543833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -543836.875000 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -543836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -543842.750000 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -543842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -543849.625000 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -543849.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -543857.875000 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -543857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -543861.375000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -543861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -543863.812500 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -543863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -543868.187500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -543868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -543868.625000 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -543868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -543871.937500 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -543871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543873.000000 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -543873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543872.812500 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -543872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543873.062500 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -543873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -543874.062500 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -543874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -543874.062500 Penalty: 4165.164062
	Iteration 44F: 3 clusters Score -543874.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Entering Unmasked Estep 
Score: -2565014.000000 Penalty: 2443.370361
	Iteration 0F: 2 clusters Score -2565014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2551676.250000 Penalty: 4886.740723
	Iteration 0F: 3 clusters Score -2551676 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2556123.250000 Penalty: 4886.740723
	Iteration 1F: 3 clusters Score -2556123 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2556570.500000 Penalty: 4886.740723
	Iteration 2F: 3 clusters Score -2556570 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2556978.250000 Penalty: 4886.740723
	Iteration 3F: 3 clusters Score -2556978 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2557406.750000 Penalty: 4886.740723
	Iteration 4Q: 3 clusters Score -2557407 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2557859.500000 Penalty: 4886.740723
	Iteration 5Q: 3 clusters Score -2557860 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2558308.000000 Penalty: 4886.740723
	Iteration 6Q: 3 clusters Score -2558308 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2558784.250000 Penalty: 4886.740723
	Iteration 7Q: 3 clusters Score -2558784 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2559239.500000 Penalty: 4886.740723
	Iteration 8Q: 3 clusters Score -2559240 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2559607.000000 Penalty: 4886.740723
	Iteration 9Q: 3 clusters Score -2559607 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2559952.750000 Penalty: 4886.740723
	Iteration 10Q: 3 clusters Score -2559953 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2560296.750000 Penalty: 4886.740723
	Iteration 11Q: 3 clusters Score -2560297 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2560581.000000 Penalty: 4886.740723
	Iteration 12Q: 3 clusters Score -2560581 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2560881.500000 Penalty: 4886.740723
	Iteration 13Q: 3 clusters Score -2560882 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2561155.000000 Penalty: 4886.740723
	Iteration 14Q: 3 clusters Score -2561155 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2561402.250000 Penalty: 4886.740723
	Iteration 15Q: 3 clusters Score -2561402 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2561651.750000 Penalty: 4886.740723
	Iteration 16Q: 3 clusters Score -2561652 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2561870.250000 Penalty: 4886.740723
	Iteration 17Q: 3 clusters Score -2561870 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2562077.500000 Penalty: 4886.740723
	Iteration 18Q: 3 clusters Score -2562078 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2562268.500000 Penalty: 4886.740723
	Iteration 19Q: 3 clusters Score -2562268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2562461.000000 Penalty: 4886.740723
	Iteration 20F: 3 clusters Score -2562461 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2562637.500000 Penalty: 4886.740723
	Iteration 21Q: 3 clusters Score -2562638 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2562799.000000 Penalty: 4886.740723
	Iteration 22Q: 3 clusters Score -2562799 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2562963.250000 Penalty: 4886.740723
	Iteration 23Q: 3 clusters Score -2562963 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2563105.250000 Penalty: 4886.740723
	Iteration 24Q: 3 clusters Score -2563105 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2563230.250000 Penalty: 4886.740723
	Iteration 25Q: 3 clusters Score -2563230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2563319.500000 Penalty: 4886.740723
	Iteration 26Q: 3 clusters Score -2563320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2563387.750000 Penalty: 4886.740723
	Iteration 27Q: 3 clusters Score -2563388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2563430.500000 Penalty: 4886.740723
	Iteration 28Q: 3 clusters Score -2563430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2563473.000000 Penalty: 4886.740723
	Iteration 29Q: 3 clusters Score -2563473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2563502.000000 Penalty: 4886.740723
	Iteration 30Q: 3 clusters Score -2563502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2563527.250000 Penalty: 4886.740723
	Iteration 31Q: 3 clusters Score -2563527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2563541.500000 Penalty: 4886.740723
	Iteration 32Q: 3 clusters Score -2563542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2563548.000000 Penalty: 4886.740723
	Iteration 33Q: 3 clusters Score -2563548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2563554.250000 Penalty: 4886.740723
	Iteration 34Q: 3 clusters Score -2563554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2563554.750000 Penalty: 4886.740723
	Iteration 35Q: 3 clusters Score -2563555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2563555.250000 Penalty: 4886.740723
	Iteration 36Q: 3 clusters Score -2563555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2563556.750000 Penalty: 4886.740723
	Iteration 37Q: 3 clusters Score -2563557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2563557.750000 Penalty: 4886.740723
	Iteration 38Q: 3 clusters Score -2563558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2563562.500000 Penalty: 4886.740723
	Iteration 39Q: 3 clusters Score -2563562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2563562.000000 Penalty: 4886.740723
	Iteration 40F: 3 clusters Score -2563562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2563565.750000 Penalty: 4886.740723
	Iteration 41Q: 3 clusters Score -2563566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2563566.000000 Penalty: 4886.740723
	Iteration 42Q: 3 clusters Score -2563566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2563567.750000 Penalty: 4886.740723
	Iteration 43Q: 3 clusters Score -2563568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2563569.250000 Penalty: 4886.740723
	Iteration 44Q: 3 clusters Score -2563569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2563569.250000 Penalty: 4886.740723
	Iteration 45F: 3 clusters Score -2563569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Entering Unmasked Estep 
Score: -11498853.000000 Penalty: 2817.354004
	Iteration 0F: 2 clusters Score -1.149885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -11441522.000000 Penalty: 5634.708008
	Iteration 0F: 3 clusters Score -1.144152e+07 nChanged 40486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -11464284.000000 Penalty: 5634.708008
	Iteration 1F: 3 clusters Score -1.146428e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -11464986.000000 Penalty: 5634.708008
	Iteration 2Q: 3 clusters Score -1.146499e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -11465833.000000 Penalty: 5634.708008
	Iteration 3Q: 3 clusters Score -1.146583e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -11466894.000000 Penalty: 5634.708008
	Iteration 4Q: 3 clusters Score -1.146689e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -11468366.000000 Penalty: 5634.708008
	Iteration 5Q: 3 clusters Score -1.146837e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -11470396.000000 Penalty: 5634.708008
	Iteration 6F: 3 clusters Score -1.14704e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -11473389.000000 Penalty: 5634.708008
	Iteration 7F: 3 clusters Score -1.147339e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -11477613.000000 Penalty: 5634.708008
	Iteration 8F: 3 clusters Score -1.147761e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -11482768.000000 Penalty: 5634.708008
	Iteration 9F: 3 clusters Score -1.148277e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -11487631.000000 Penalty: 5634.708008
	Iteration 10F: 3 clusters Score -1.148763e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -11491044.000000 Penalty: 5634.708008
	Iteration 11Q: 3 clusters Score -1.149104e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -11493217.000000 Penalty: 5634.708008
	Iteration 12Q: 3 clusters Score -1.149322e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -11494389.000000 Penalty: 5634.708008
	Iteration 13Q: 3 clusters Score -1.149439e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -11495090.000000 Penalty: 5634.708008
	Iteration 14Q: 3 clusters Score -1.149509e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -11495492.000000 Penalty: 5634.708008
	Iteration 15Q: 3 clusters Score -1.149549e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -11495712.000000 Penalty: 5634.708008
	Iteration 16Q: 3 clusters Score -1.149571e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11495892.000000 Penalty: 5634.708008
	Iteration 17Q: 3 clusters Score -1.149589e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11496041.000000 Penalty: 5634.708008
	Iteration 18Q: 3 clusters Score -1.149604e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11496135.000000 Penalty: 5634.708008
	Iteration 19Q: 3 clusters Score -1.149614e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11496173.000000 Penalty: 5634.708008
	Iteration 20F: 3 clusters Score -1.149617e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11496211.000000 Penalty: 5634.708008
	Iteration 21Q: 3 clusters Score -1.149621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11496262.000000 Penalty: 5634.708008
	Iteration 22Q: 3 clusters Score -1.149626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11496318.000000 Penalty: 5634.708008
	Iteration 23Q: 3 clusters Score -1.149632e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11496336.000000 Penalty: 5634.708008
	Iteration 24Q: 3 clusters Score -1.149634e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11496381.000000 Penalty: 5634.708008
	Iteration 25Q: 3 clusters Score -1.149638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11496406.000000 Penalty: 5634.708008
	Iteration 26Q: 3 clusters Score -1.149641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11496426.000000 Penalty: 5634.708008
	Iteration 27Q: 3 clusters Score -1.149643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11496435.000000 Penalty: 5634.708008
	Iteration 28Q: 3 clusters Score -1.149644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11496454.000000 Penalty: 5634.708008
	Iteration 29Q: 3 clusters Score -1.149645e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11496481.000000 Penalty: 5634.708008
	Iteration 30Q: 3 clusters Score -1.149648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11496495.000000 Penalty: 5634.708008
	Iteration 31Q: 3 clusters Score -1.14965e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11496510.000000 Penalty: 5634.708008
	Iteration 32Q: 3 clusters Score -1.149651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11496547.000000 Penalty: 5634.708008
	Iteration 33Q: 3 clusters Score -1.149655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11496576.000000 Penalty: 5634.708008
	Iteration 34Q: 3 clusters Score -1.149658e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11496583.000000 Penalty: 5634.708008
	Iteration 35Q: 3 clusters Score -1.149658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11496604.000000 Penalty: 5634.708008
	Iteration 36Q: 3 clusters Score -1.14966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11496638.000000 Penalty: 5634.708008
	Iteration 37Q: 3 clusters Score -1.149664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11496639.000000 Penalty: 5634.708008
	Iteration 38Q: 3 clusters Score -1.149664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11496644.000000 Penalty: 5634.708008
	Iteration 39Q: 3 clusters Score -1.149664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11496636.000000 Penalty: 5634.708008
	Iteration 40F: 3 clusters Score -1.149664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11496656.000000 Penalty: 5634.708008
	Iteration 41Q: 3 clusters Score -1.149666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11496667.000000 Penalty: 5634.708008
	Iteration 42Q: 3 clusters Score -1.149667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11496657.000000 Penalty: 5634.708008
	Iteration 43Q: 3 clusters Score -1.149666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11496663.000000 Penalty: 5634.708008
	Iteration 44Q: 3 clusters Score -1.149666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11496660.000000 Penalty: 5634.708008
	Iteration 45Q: 3 clusters Score -1.149666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11496667.000000 Penalty: 5634.708008
	Iteration 46Q: 3 clusters Score -1.149667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11496663.000000 Penalty: 5634.708008
	Iteration 47Q: 3 clusters Score -1.149666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11496670.000000 Penalty: 5634.708008
	Iteration 48Q: 3 clusters Score -1.149667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11496674.000000 Penalty: 5634.708008
	Iteration 49Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11496669.000000 Penalty: 5634.708008
	Iteration 50Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11496668.000000 Penalty: 5634.708008
	Iteration 51Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11496666.000000 Penalty: 5634.708008
	Iteration 52Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11496661.000000 Penalty: 5634.708008
	Iteration 53Q: 3 clusters Score -1.149666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11496666.000000 Penalty: 5634.708008
	Iteration 54Q: 3 clusters Score -1.149667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11496666.000000 Penalty: 5634.708008
	Iteration 55F: 3 clusters Score -1.149667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -691878.312500 Penalty: 2139.348877
	Iteration 0F: 2 clusters Score -691878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -687048.750000 Penalty: 4278.697754
	Iteration 0F: 3 clusters Score -687048.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -688374.062500 Penalty: 4278.697754
	Iteration 1F: 3 clusters Score -688374.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -688763.437500 Penalty: 4278.697754
	Iteration 2F: 3 clusters Score -688763.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -689120.625000 Penalty: 4278.697754
	Iteration 3F: 3 clusters Score -689120.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -689493.187500 Penalty: 4278.697754
	Iteration 4F: 3 clusters Score -689493.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -689806.062500 Penalty: 4278.697754
	Iteration 5F: 3 clusters Score -689806.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -690083.437500 Penalty: 4278.697754
	Iteration 6F: 3 clusters Score -690083.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -690324.437500 Penalty: 4278.697754
	Iteration 7Q: 3 clusters Score -690324.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -690499.875000 Penalty: 4278.697754
	Iteration 8Q: 3 clusters Score -690499.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -690600.250000 Penalty: 4278.697754
	Iteration 9Q: 3 clusters Score -690600.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -690663.187500 Penalty: 4278.697754
	Iteration 10Q: 3 clusters Score -690663.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -690706.500000 Penalty: 4278.697754
	Iteration 11Q: 3 clusters Score -690706.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -690732.000000 Penalty: 4278.697754
	Iteration 12Q: 3 clusters Score -690732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -690748.375000 Penalty: 4278.697754
	Iteration 13Q: 3 clusters Score -690748.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -690762.437500 Penalty: 4278.697754
	Iteration 14Q: 3 clusters Score -690762.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -690770.312500 Penalty: 4278.697754
	Iteration 15Q: 3 clusters Score -690770.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -690777.062500 Penalty: 4278.697754
	Iteration 16Q: 3 clusters Score -690777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -690779.750000 Penalty: 4278.697754
	Iteration 17Q: 3 clusters Score -690779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -690786.875000 Penalty: 4278.697754
	Iteration 18Q: 3 clusters Score -690786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -690789.062500 Penalty: 4278.697754
	Iteration 19Q: 3 clusters Score -690789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -690793.375000 Penalty: 4278.697754
	Iteration 20F: 3 clusters Score -690793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -690798.375000 Penalty: 4278.697754
	Iteration 21Q: 3 clusters Score -690798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -690801.250000 Penalty: 4278.697754
	Iteration 22Q: 3 clusters Score -690801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -690803.437500 Penalty: 4278.697754
	Iteration 23Q: 3 clusters Score -690803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -690803.125000 Penalty: 4278.697754
	Iteration 24Q: 3 clusters Score -690803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -690804.187500 Penalty: 4278.697754
	Iteration 25Q: 3 clusters Score -690804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -690804.562500 Penalty: 4278.697754
	Iteration 26Q: 3 clusters Score -690804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -690804.562500 Penalty: 4278.697754
	Iteration 27F: 3 clusters Score -690804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -55376.152344 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55376.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53955.277344 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -53955.28 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54162.148438 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54162.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54231.089844 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54231.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54265.898438 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54308.628906 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54308.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54316.441406 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54316.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54319.242188 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54319.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54321.519531 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -54321.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54324.621094 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -54324.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54325.921875 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -54325.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54325.921875 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -54325.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Entering Unmasked Estep 
Score: -1801519.125000 Penalty: 2365.492676
	Iteration 0F: 2 clusters Score -1801519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1791329.250000 Penalty: 4730.985352
	Iteration 0F: 3 clusters Score -1791329 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1794561.000000 Penalty: 4730.985352
	Iteration 1F: 3 clusters Score -1794561 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1795099.125000 Penalty: 4730.985352
	Iteration 2F: 3 clusters Score -1795099 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1795624.125000 Penalty: 4730.985352
	Iteration 3F: 3 clusters Score -1795624 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1796178.125000 Penalty: 4730.985352
	Iteration 4F: 3 clusters Score -1796178 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1796827.500000 Penalty: 4730.985352
	Iteration 5F: 3 clusters Score -1796828 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1797541.500000 Penalty: 4730.985352
	Iteration 6F: 3 clusters Score -1797542 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1798284.000000 Penalty: 4730.985352
	Iteration 7F: 3 clusters Score -1798284 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1798925.125000 Penalty: 4730.985352
	Iteration 8F: 3 clusters Score -1798925 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1799504.625000 Penalty: 4730.985352
	Iteration 9Q: 3 clusters Score -1799505 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1799996.375000 Penalty: 4730.985352
	Iteration 10Q: 3 clusters Score -1799996 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1800367.000000 Penalty: 4730.985352
	Iteration 11Q: 3 clusters Score -1800367 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1800653.750000 Penalty: 4730.985352
	Iteration 12Q: 3 clusters Score -1800654 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1800923.875000 Penalty: 4730.985352
	Iteration 13Q: 3 clusters Score -1800924 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1801163.375000 Penalty: 4730.985352
	Iteration 14Q: 3 clusters Score -1801163 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1801307.125000 Penalty: 4730.985352
	Iteration 15Q: 3 clusters Score -1801307 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1801388.250000 Penalty: 4730.985352
	Iteration 16Q: 3 clusters Score -1801388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1801425.375000 Penalty: 4730.985352
	Iteration 17Q: 3 clusters Score -1801425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1801440.500000 Penalty: 4730.985352
	Iteration 18Q: 3 clusters Score -1801440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1801455.750000 Penalty: 4730.985352
	Iteration 19Q: 3 clusters Score -1801456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1801459.750000 Penalty: 4730.985352
	Iteration 20F: 3 clusters Score -1801460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1801465.750000 Penalty: 4730.985352
	Iteration 21Q: 3 clusters Score -1801466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1801467.875000 Penalty: 4730.985352
	Iteration 22Q: 3 clusters Score -1801468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1801468.000000 Penalty: 4730.985352
	Iteration 23Q: 3 clusters Score -1801468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1801466.125000 Penalty: 4730.985352
	Iteration 24Q: 3 clusters Score -1801466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1801468.750000 Penalty: 4730.985352
	Iteration 25Q: 3 clusters Score -1801469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1801473.125000 Penalty: 4730.985352
	Iteration 26Q: 3 clusters Score -1801473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1801473.125000 Penalty: 4730.985352
	Iteration 27F: 3 clusters Score -1801473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Entering Unmasked Estep 
Score: -2943273.250000 Penalty: 2477.493896
	Iteration 0F: 2 clusters Score -2943273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2928167.000000 Penalty: 4954.987793
	Iteration 0F: 3 clusters Score -2928167 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2933221.500000 Penalty: 4954.987793
	Iteration 1F: 3 clusters Score -2933222 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2933656.250000 Penalty: 4954.987793
	Iteration 2F: 3 clusters Score -2933656 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2934102.250000 Penalty: 4954.987793
	Iteration 3Q: 3 clusters Score -2934102 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2934581.000000 Penalty: 4954.987793
	Iteration 4Q: 3 clusters Score -2934581 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2935118.250000 Penalty: 4954.987793
	Iteration 5Q: 3 clusters Score -2935118 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2935769.500000 Penalty: 4954.987793
	Iteration 6F: 3 clusters Score -2935770 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2936549.750000 Penalty: 4954.987793
	Iteration 7F: 3 clusters Score -2936550 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2937371.500000 Penalty: 4954.987793
	Iteration 8F: 3 clusters Score -2937372 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2938226.750000 Penalty: 4954.987793
	Iteration 9F: 3 clusters Score -2938227 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2939021.750000 Penalty: 4954.987793
	Iteration 10Q: 3 clusters Score -2939022 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2939740.750000 Penalty: 4954.987793
	Iteration 11Q: 3 clusters Score -2939741 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2940210.000000 Penalty: 4954.987793
	Iteration 12Q: 3 clusters Score -2940210 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2940501.750000 Penalty: 4954.987793
	Iteration 13Q: 3 clusters Score -2940502 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2940631.750000 Penalty: 4954.987793
	Iteration 14Q: 3 clusters Score -2940632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2940696.000000 Penalty: 4954.987793
	Iteration 15Q: 3 clusters Score -2940696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2940743.000000 Penalty: 4954.987793
	Iteration 16Q: 3 clusters Score -2940743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2940770.500000 Penalty: 4954.987793
	Iteration 17Q: 3 clusters Score -2940770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2940793.000000 Penalty: 4954.987793
	Iteration 18Q: 3 clusters Score -2940793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2940820.000000 Penalty: 4954.987793
	Iteration 19Q: 3 clusters Score -2940820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2940837.250000 Penalty: 4954.987793
	Iteration 20F: 3 clusters Score -2940837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2940843.750000 Penalty: 4954.987793
	Iteration 21Q: 3 clusters Score -2940844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2940851.000000 Penalty: 4954.987793
	Iteration 22Q: 3 clusters Score -2940851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2940861.500000 Penalty: 4954.987793
	Iteration 23Q: 3 clusters Score -2940862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2940868.000000 Penalty: 4954.987793
	Iteration 24Q: 3 clusters Score -2940868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2940883.250000 Penalty: 4954.987793
	Iteration 25Q: 3 clusters Score -2940883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2940888.500000 Penalty: 4954.987793
	Iteration 26Q: 3 clusters Score -2940888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2940901.750000 Penalty: 4954.987793
	Iteration 27Q: 3 clusters Score -2940902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2940916.750000 Penalty: 4954.987793
	Iteration 28Q: 3 clusters Score -2940917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2940930.500000 Penalty: 4954.987793
	Iteration 29Q: 3 clusters Score -2940930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2940954.250000 Penalty: 4954.987793
	Iteration 30Q: 3 clusters Score -2940954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2940977.750000 Penalty: 4954.987793
	Iteration 31Q: 3 clusters Score -2940978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2940997.000000 Penalty: 4954.987793
	Iteration 32Q: 3 clusters Score -2940997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2941007.250000 Penalty: 4954.987793
	Iteration 33Q: 3 clusters Score -2941007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2941014.750000 Penalty: 4954.987793
	Iteration 34Q: 3 clusters Score -2941015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2941027.500000 Penalty: 4954.987793
	Iteration 35Q: 3 clusters Score -2941028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2941043.000000 Penalty: 4954.987793
	Iteration 36Q: 3 clusters Score -2941043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2941056.000000 Penalty: 4954.987793
	Iteration 37Q: 3 clusters Score -2941056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2941075.750000 Penalty: 4954.987793
	Iteration 38Q: 3 clusters Score -2941076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2941080.500000 Penalty: 4954.987793
	Iteration 39Q: 3 clusters Score -2941080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2941086.750000 Penalty: 4954.987793
	Iteration 40F: 3 clusters Score -2941087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2941093.250000 Penalty: 4954.987793
	Iteration 41Q: 3 clusters Score -2941093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2941095.000000 Penalty: 4954.987793
	Iteration 42Q: 3 clusters Score -2941095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2941101.250000 Penalty: 4954.987793
	Iteration 43Q: 3 clusters Score -2941101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2941101.500000 Penalty: 4954.987793
	Iteration 44Q: 3 clusters Score -2941102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2941104.000000 Penalty: 4954.987793
	Iteration 45Q: 3 clusters Score -2941104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2941107.000000 Penalty: 4954.987793
	Iteration 46Q: 3 clusters Score -2941107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2941110.500000 Penalty: 4954.987793
	Iteration 47Q: 3 clusters Score -2941110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2941110.750000 Penalty: 4954.987793
	Iteration 48Q: 3 clusters Score -2941111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2941112.750000 Penalty: 4954.987793
	Iteration 49Q: 3 clusters Score -2941113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2941110.500000 Penalty: 4954.987793
	Iteration 50Q: 3 clusters Score -2941110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2941106.250000 Penalty: 4954.987793
	Iteration 51Q: 3 clusters Score -2941106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2941109.000000 Penalty: 4954.987793
	Iteration 52Q: 3 clusters Score -2941109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2941109.500000 Penalty: 4954.987793
	Iteration 53Q: 3 clusters Score -2941110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2941112.500000 Penalty: 4954.987793
	Iteration 54Q: 3 clusters Score -2941112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2941113.750000 Penalty: 4954.987793
	Iteration 55Q: 3 clusters Score -2941114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2941109.250000 Penalty: 4954.987793
	Iteration 56Q: 3 clusters Score -2941109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2941113.750000 Penalty: 4954.987793
	Iteration 57Q: 3 clusters Score -2941114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2941114.750000 Penalty: 4954.987793
	Iteration 58Q: 3 clusters Score -2941115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2941118.750000 Penalty: 4954.987793
	Iteration 59Q: 3 clusters Score -2941119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2941119.250000 Penalty: 4954.987793
	Iteration 60F: 3 clusters Score -2941119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2941119.750000 Penalty: 4954.987793
	Iteration 61Q: 3 clusters Score -2941120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2941122.500000 Penalty: 4954.987793
	Iteration 62Q: 3 clusters Score -2941122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2941120.250000 Penalty: 4954.987793
	Iteration 63Q: 3 clusters Score -2941120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2941123.000000 Penalty: 4954.987793
	Iteration 64Q: 3 clusters Score -2941123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2941124.000000 Penalty: 4954.987793
	Iteration 65Q: 3 clusters Score -2941124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2941123.000000 Penalty: 4954.987793
	Iteration 66Q: 3 clusters Score -2941123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2941125.000000 Penalty: 4954.987793
	Iteration 67Q: 3 clusters Score -2941125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2941120.500000 Penalty: 4954.987793
	Iteration 68Q: 3 clusters Score -2941120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2941119.250000 Penalty: 4954.987793
	Iteration 69Q: 3 clusters Score -2941119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2941120.250000 Penalty: 4954.987793
	Iteration 70Q: 3 clusters Score -2941120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2941125.000000 Penalty: 4954.987793
	Iteration 71Q: 3 clusters Score -2941125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2941122.500000 Penalty: 4954.987793
	Iteration 72Q: 3 clusters Score -2941122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2941126.500000 Penalty: 4954.987793
	Iteration 73Q: 3 clusters Score -2941126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2941125.250000 Penalty: 4954.987793
	Iteration 74Q: 3 clusters Score -2941125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2941127.000000 Penalty: 4954.987793
	Iteration 75Q: 3 clusters Score -2941127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2941126.500000 Penalty: 4954.987793
	Iteration 76Q: 3 clusters Score -2941126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2941126.500000 Penalty: 4954.987793
	Iteration 77Q: 3 clusters Score -2941126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2941128.750000 Penalty: 4954.987793
	Iteration 78Q: 3 clusters Score -2941129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2941128.750000 Penalty: 4954.987793
	Iteration 79F: 3 clusters Score -2941129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Entering Unmasked Estep 
Score: -12178941.000000 Penalty: 2832.730469
	Iteration 0F: 2 clusters Score -1.217894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -12117774.000000 Penalty: 5665.460938
	Iteration 0F: 3 clusters Score -1.211777e+07 nChanged 43220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -12142479.000000 Penalty: 5665.460938
	Iteration 1F: 3 clusters Score -1.214248e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -12143261.000000 Penalty: 5665.460938
	Iteration 2Q: 3 clusters Score -1.214326e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -12144057.000000 Penalty: 5665.460938
	Iteration 3Q: 3 clusters Score -1.214406e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12144734.000000 Penalty: 5665.460938
	Iteration 4Q: 3 clusters Score -1.214473e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -12145578.000000 Penalty: 5665.460938
	Iteration 5Q: 3 clusters Score -1.214558e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -12146488.000000 Penalty: 5665.460938
	Iteration 6Q: 3 clusters Score -1.214649e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -12147536.000000 Penalty: 5665.460938
	Iteration 7Q: 3 clusters Score -1.214754e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -12148858.000000 Penalty: 5665.460938
	Iteration 8Q: 3 clusters Score -1.214886e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -12150535.000000 Penalty: 5665.460938
	Iteration 9Q: 3 clusters Score -1.215054e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -12152777.000000 Penalty: 5665.460938
	Iteration 10Q: 3 clusters Score -1.215278e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -12155527.000000 Penalty: 5665.460938
	Iteration 11Q: 3 clusters Score -1.215553e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -12158452.000000 Penalty: 5665.460938
	Iteration 12F: 3 clusters Score -1.215845e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -12161377.000000 Penalty: 5665.460938
	Iteration 13Q: 3 clusters Score -1.216138e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -12163657.000000 Penalty: 5665.460938
	Iteration 14Q: 3 clusters Score -1.216366e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -12165460.000000 Penalty: 5665.460938
	Iteration 15Q: 3 clusters Score -1.216546e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -12166681.000000 Penalty: 5665.460938
	Iteration 16Q: 3 clusters Score -1.216668e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -12167548.000000 Penalty: 5665.460938
	Iteration 17Q: 3 clusters Score -1.216755e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -12168198.000000 Penalty: 5665.460938
	Iteration 18Q: 3 clusters Score -1.21682e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -12168939.000000 Penalty: 5665.460938
	Iteration 19Q: 3 clusters Score -1.216894e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -12169541.000000 Penalty: 5665.460938
	Iteration 20F: 3 clusters Score -1.216954e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -12170173.000000 Penalty: 5665.460938
	Iteration 21Q: 3 clusters Score -1.217017e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -12170818.000000 Penalty: 5665.460938
	Iteration 22Q: 3 clusters Score -1.217082e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -12171639.000000 Penalty: 5665.460938
	Iteration 23Q: 3 clusters Score -1.217164e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -12172486.000000 Penalty: 5665.460938
	Iteration 24Q: 3 clusters Score -1.217249e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -12173326.000000 Penalty: 5665.460938
	Iteration 25Q: 3 clusters Score -1.217333e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -12174232.000000 Penalty: 5665.460938
	Iteration 26Q: 3 clusters Score -1.217423e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -12174965.000000 Penalty: 5665.460938
	Iteration 27Q: 3 clusters Score -1.217496e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -12175649.000000 Penalty: 5665.460938
	Iteration 28Q: 3 clusters Score -1.217565e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -12176162.000000 Penalty: 5665.460938
	Iteration 29Q: 3 clusters Score -1.217616e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -12176512.000000 Penalty: 5665.460938
	Iteration 30Q: 3 clusters Score -1.217651e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -12176708.000000 Penalty: 5665.460938
	Iteration 31Q: 3 clusters Score -1.217671e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -12176799.000000 Penalty: 5665.460938
	Iteration 32Q: 3 clusters Score -1.21768e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12176840.000000 Penalty: 5665.460938
	Iteration 33Q: 3 clusters Score -1.217684e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12176901.000000 Penalty: 5665.460938
	Iteration 34Q: 3 clusters Score -1.21769e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -12176917.000000 Penalty: 5665.460938
	Iteration 35Q: 3 clusters Score -1.217692e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -12176934.000000 Penalty: 5665.460938
	Iteration 36Q: 3 clusters Score -1.217693e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -12176911.000000 Penalty: 5665.460938
	Iteration 37Q: 3 clusters Score -1.217691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -12176918.000000 Penalty: 5665.460938
	Iteration 38Q: 3 clusters Score -1.217692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12176936.000000 Penalty: 5665.460938
	Iteration 39Q: 3 clusters Score -1.217694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12176945.000000 Penalty: 5665.460938
	Iteration 40F: 3 clusters Score -1.217694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -12176963.000000 Penalty: 5665.460938
	Iteration 41Q: 3 clusters Score -1.217696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -12176963.000000 Penalty: 5665.460938
	Iteration 42Q: 3 clusters Score -1.217696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -12176961.000000 Penalty: 5665.460938
	Iteration 43Q: 3 clusters Score -1.217696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12176976.000000 Penalty: 5665.460938
	Iteration 44Q: 3 clusters Score -1.217698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 5665.460938
	Iteration 45Q: 3 clusters Score -1.217698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -12176983.000000 Penalty: 5665.460938
	Iteration 46Q: 3 clusters Score -1.217698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -12176972.000000 Penalty: 5665.460938
	Iteration 47Q: 3 clusters Score -1.217697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -12176975.000000 Penalty: 5665.460938
	Iteration 48Q: 3 clusters Score -1.217698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12176976.000000 Penalty: 5665.460938
	Iteration 49Q: 3 clusters Score -1.217698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12176980.000000 Penalty: 5665.460938
	Iteration 50Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 5665.460938
	Iteration 51Q: 3 clusters Score -1.217698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12176980.000000 Penalty: 5665.460938
	Iteration 52Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -12176984.000000 Penalty: 5665.460938
	Iteration 53Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 5665.460938
	Iteration 54Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12176984.000000 Penalty: 5665.460938
	Iteration 55Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12176980.000000 Penalty: 5665.460938
	Iteration 56Q: 3 clusters Score -1.217698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12176980.000000 Penalty: 5665.460938
	Iteration 57F: 3 clusters Score -1.217698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Entering Unmasked Estep 
Score: -4531077.500000 Penalty: 2588.301758
	Iteration 0F: 2 clusters Score -4531078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4507792.500000 Penalty: 5176.603516
	Iteration 0F: 3 clusters Score -4507792 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4516187.500000 Penalty: 5176.603516
	Iteration 1F: 3 clusters Score -4516188 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4516595.000000 Penalty: 5176.603516
	Iteration 2Q: 3 clusters Score -4516595 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4517025.000000 Penalty: 5176.603516
	Iteration 3Q: 3 clusters Score -4517025 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4517469.000000 Penalty: 5176.603516
	Iteration 4Q: 3 clusters Score -4517469 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4518048.000000 Penalty: 5176.603516
	Iteration 5Q: 3 clusters Score -4518048 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4518900.000000 Penalty: 5176.603516
	Iteration 6Q: 3 clusters Score -4518900 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4520041.500000 Penalty: 5176.603516
	Iteration 7F: 3 clusters Score -4520042 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4521629.500000 Penalty: 5176.603516
	Iteration 8F: 3 clusters Score -4521630 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4523571.500000 Penalty: 5176.603516
	Iteration 9F: 3 clusters Score -4523572 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4525619.500000 Penalty: 5176.603516
	Iteration 10F: 3 clusters Score -4525620 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4527100.500000 Penalty: 5176.603516
	Iteration 11Q: 3 clusters Score -4527100 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4527763.500000 Penalty: 5176.603516
	Iteration 12Q: 3 clusters Score -4527764 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4528132.500000 Penalty: 5176.603516
	Iteration 13Q: 3 clusters Score -4528132 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4528339.500000 Penalty: 5176.603516
	Iteration 14Q: 3 clusters Score -4528340 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4528512.500000 Penalty: 5176.603516
	Iteration 15Q: 3 clusters Score -4528512 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4528597.500000 Penalty: 5176.603516
	Iteration 16Q: 3 clusters Score -4528598 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4528668.500000 Penalty: 5176.603516
	Iteration 17Q: 3 clusters Score -4528668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4528718.000000 Penalty: 5176.603516
	Iteration 18Q: 3 clusters Score -4528718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4528760.000000 Penalty: 5176.603516
	Iteration 19Q: 3 clusters Score -4528760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4528778.500000 Penalty: 5176.603516
	Iteration 20F: 3 clusters Score -4528778 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4528812.500000 Penalty: 5176.603516
	Iteration 21Q: 3 clusters Score -4528812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4528833.500000 Penalty: 5176.603516
	Iteration 22Q: 3 clusters Score -4528834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4528866.500000 Penalty: 5176.603516
	Iteration 23Q: 3 clusters Score -4528866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4528899.000000 Penalty: 5176.603516
	Iteration 24Q: 3 clusters Score -4528899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4528914.500000 Penalty: 5176.603516
	Iteration 25Q: 3 clusters Score -4528914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4528935.000000 Penalty: 5176.603516
	Iteration 26Q: 3 clusters Score -4528935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -4528936.500000 Penalty: 5176.603516
	Iteration 27Q: 3 clusters Score -4528936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4528945.000000 Penalty: 5176.603516
	Iteration 28Q: 3 clusters Score -4528945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4528950.000000 Penalty: 5176.603516
	Iteration 29Q: 3 clusters Score -4528950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4528944.500000 Penalty: 5176.603516
	Iteration 30Q: 3 clusters Score -4528944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4528965.500000 Penalty: 5176.603516
	Iteration 31Q: 3 clusters Score -4528966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4528975.500000 Penalty: 5176.603516
	Iteration 32Q: 3 clusters Score -4528976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4528982.500000 Penalty: 5176.603516
	Iteration 33Q: 3 clusters Score -4528982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4528980.000000 Penalty: 5176.603516
	Iteration 34Q: 3 clusters Score -4528980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4528984.000000 Penalty: 5176.603516
	Iteration 35Q: 3 clusters Score -4528984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4528990.500000 Penalty: 5176.603516
	Iteration 36Q: 3 clusters Score -4528990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4528998.500000 Penalty: 5176.603516
	Iteration 37Q: 3 clusters Score -4528998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4528998.500000 Penalty: 5176.603516
	Iteration 38Q: 3 clusters Score -4528998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4529001.500000 Penalty: 5176.603516
	Iteration 39Q: 3 clusters Score -4529002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4529004.000000 Penalty: 5176.603516
	Iteration 40F: 3 clusters Score -4529004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4529005.500000 Penalty: 5176.603516
	Iteration 41Q: 3 clusters Score -4529006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4529003.000000 Penalty: 5176.603516
	Iteration 42Q: 3 clusters Score -4529003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4529008.500000 Penalty: 5176.603516
	Iteration 43Q: 3 clusters Score -4529008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4529010.500000 Penalty: 5176.603516
	Iteration 44Q: 3 clusters Score -4529010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4529013.000000 Penalty: 5176.603516
	Iteration 45Q: 3 clusters Score -4529013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4529018.500000 Penalty: 5176.603516
	Iteration 46Q: 3 clusters Score -4529018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4529025.000000 Penalty: 5176.603516
	Iteration 47Q: 3 clusters Score -4529025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4529024.000000 Penalty: 5176.603516
	Iteration 48Q: 3 clusters Score -4529024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4529030.000000 Penalty: 5176.603516
	Iteration 49Q: 3 clusters Score -4529030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4529027.500000 Penalty: 5176.603516
	Iteration 50Q: 3 clusters Score -4529028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4529031.500000 Penalty: 5176.603516
	Iteration 51Q: 3 clusters Score -4529032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4529030.500000 Penalty: 5176.603516
	Iteration 52Q: 3 clusters Score -4529030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4529032.000000 Penalty: 5176.603516
	Iteration 53Q: 3 clusters Score -4529032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4529028.500000 Penalty: 5176.603516
	Iteration 54Q: 3 clusters Score -4529028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4529027.000000 Penalty: 5176.603516
	Iteration 55Q: 3 clusters Score -4529027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4529029.000000 Penalty: 5176.603516
	Iteration 56Q: 3 clusters Score -4529029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4529022.500000 Penalty: 5176.603516
	Iteration 57Q: 3 clusters Score -4529022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4529022.000000 Penalty: 5176.603516
	Iteration 58Q: 3 clusters Score -4529022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4529022.500000 Penalty: 5176.603516
	Iteration 59Q: 3 clusters Score -4529022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4529027.500000 Penalty: 5176.603516
	Iteration 60F: 3 clusters Score -4529028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -4529027.500000 Penalty: 5176.603516
	Iteration 61Q: 3 clusters Score -4529028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4529025.000000 Penalty: 5176.603516
	Iteration 62Q: 3 clusters Score -4529025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4529030.500000 Penalty: 5176.603516
	Iteration 63Q: 3 clusters Score -4529030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4529031.500000 Penalty: 5176.603516
	Iteration 64Q: 3 clusters Score -4529032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4529034.000000 Penalty: 5176.603516
	Iteration 65Q: 3 clusters Score -4529034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4529036.000000 Penalty: 5176.603516
	Iteration 66Q: 3 clusters Score -4529036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4529037.500000 Penalty: 5176.603516
	Iteration 67Q: 3 clusters Score -4529038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4529039.000000 Penalty: 5176.603516
	Iteration 68Q: 3 clusters Score -4529039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4529032.000000 Penalty: 5176.603516
	Iteration 69Q: 3 clusters Score -4529032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4529032.500000 Penalty: 5176.603516
	Iteration 70Q: 3 clusters Score -4529032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4529030.000000 Penalty: 5176.603516
	Iteration 71Q: 3 clusters Score -4529030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4529027.000000 Penalty: 5176.603516
	Iteration 72Q: 3 clusters Score -4529027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4529032.500000 Penalty: 5176.603516
	Iteration 73Q: 3 clusters Score -4529032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4529034.000000 Penalty: 5176.603516
	Iteration 74Q: 3 clusters Score -4529034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4529034.500000 Penalty: 5176.603516
	Iteration 75Q: 3 clusters Score -4529034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4529029.500000 Penalty: 5176.603516
	Iteration 76Q: 3 clusters Score -4529030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4529032.500000 Penalty: 5176.603516
	Iteration 77Q: 3 clusters Score -4529032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4529032.500000 Penalty: 5176.603516
	Iteration 78F: 3 clusters Score -4529032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -567107.062500 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -567107.1 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 2267 members 
Entering Unmasked Estep 
Score: -562875.250000 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -562875.2 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -563850.562500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -563850.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -564113.187500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -564113.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -564289.562500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -564289.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -564408.437500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -564408.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -564521.937500 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -564521.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -564618.875000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -564618.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -564715.250000 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -564715.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -564808.937500 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -564808.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -564879.500000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -564879.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -564929.875000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -564929.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -564974.312500 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -564974.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -565020.562500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -565020.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -565046.687500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -565046.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -565073.000000 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -565073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -565098.812500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -565098.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -565126.687500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -565126.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -565167.937500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -565167.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -565201.437500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -565201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -565219.750000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -565219.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -565240.437500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -565240.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -565263.250000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -565263.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -565283.625000 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -565283.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -565300.375000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -565300.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -565316.062500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -565316.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -565331.750000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -565331.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -565345.250000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -565345.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -565356.750000 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -565356.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -565366.937500 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -565366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -565376.437500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -565376.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -565382.875000 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -565382.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -565395.250000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -565395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -565404.500000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -565404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -565407.625000 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -565407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -565412.125000 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -565412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -565413.125000 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -565413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -565415.312500 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -565415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -565418.562500 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -565418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -565419.250000 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -565419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -565421.000000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -565421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -565423.125000 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -565423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -565425.500000 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -565425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -565425.812500 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -565425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -565425.812500 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -565425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -565426.125000 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -565426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -565426.937500 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -565426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -565426.937500 Penalty: 4171.496582
	Iteration 46F: 3 clusters Score -565426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -257358.750000 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -257358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -254741.718750 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -254741.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -255211.750000 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -255211.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -255364.578125 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -255364.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255452.781250 Penalty: 3772.274658
	Iteration 3F: 3 clusters Score -255452.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -255514.640625 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -255514.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -255559.640625 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -255559.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -255601.156250 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -255601.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -255643.468750 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -255643.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255683.937500 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -255683.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -255716.593750 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -255716.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -255736.078125 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -255736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -255747.796875 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -255747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -255752.437500 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -255752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -255756.343750 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -255756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -255758.890625 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -255758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255761.046875 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -255761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -255762.343750 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -255762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -255762.343750 Penalty: 3772.274658
	Iteration 17F: 3 clusters Score -255762.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -437352.906250 Penalty: 2021.459106
	Iteration 0F: 2 clusters Score -437352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -433817.781250 Penalty: 4042.918213
	Iteration 0F: 3 clusters Score -433817.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -434592.562500 Penalty: 4042.918213
	Iteration 1F: 3 clusters Score -434592.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -434794.093750 Penalty: 4042.918213
	Iteration 2F: 3 clusters Score -434794.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -434953.812500 Penalty: 4042.918213
	Iteration 3F: 3 clusters Score -434953.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -435064.312500 Penalty: 4042.918213
	Iteration 4Q: 3 clusters Score -435064.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -435176.875000 Penalty: 4042.918213
	Iteration 5Q: 3 clusters Score -435176.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -435272.531250 Penalty: 4042.918213
	Iteration 6Q: 3 clusters Score -435272.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -435336.437500 Penalty: 4042.918213
	Iteration 7Q: 3 clusters Score -435336.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -435384.843750 Penalty: 4042.918213
	Iteration 8Q: 3 clusters Score -435384.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -435427.343750 Penalty: 4042.918213
	Iteration 9Q: 3 clusters Score -435427.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -435470.062500 Penalty: 4042.918213
	Iteration 10Q: 3 clusters Score -435470.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -435505.406250 Penalty: 4042.918213
	Iteration 11Q: 3 clusters Score -435505.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -435523.531250 Penalty: 4042.918213
	Iteration 12Q: 3 clusters Score -435523.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -435535.875000 Penalty: 4042.918213
	Iteration 13Q: 3 clusters Score -435535.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -435543.218750 Penalty: 4042.918213
	Iteration 14Q: 3 clusters Score -435543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -435551.781250 Penalty: 4042.918213
	Iteration 15Q: 3 clusters Score -435551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -435561.156250 Penalty: 4042.918213
	Iteration 16Q: 3 clusters Score -435561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -435576.093750 Penalty: 4042.918213
	Iteration 17Q: 3 clusters Score -435576.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -435588.781250 Penalty: 4042.918213
	Iteration 18Q: 3 clusters Score -435588.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -435603.406250 Penalty: 4042.918213
	Iteration 19Q: 3 clusters Score -435603.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -435621.031250 Penalty: 4042.918213
	Iteration 20F: 3 clusters Score -435621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -435634.375000 Penalty: 4042.918213
	Iteration 21Q: 3 clusters Score -435634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -435642.250000 Penalty: 4042.918213
	Iteration 22Q: 3 clusters Score -435642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -435647.812500 Penalty: 4042.918213
	Iteration 23Q: 3 clusters Score -435647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -435654.156250 Penalty: 4042.918213
	Iteration 24Q: 3 clusters Score -435654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -435656.875000 Penalty: 4042.918213
	Iteration 25Q: 3 clusters Score -435656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -435656.875000 Penalty: 4042.918213
	Iteration 26F: 3 clusters Score -435656.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227284 members 
Entering Unmasked Estep 
Score: -30411242.000000 Penalty: 3058.821045
	Iteration 0F: 2 clusters Score -3.041124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -30272650.000000 Penalty: 6117.642090
	Iteration 0F: 3 clusters Score -3.027265e+07 nChanged 109377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119059 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -30336462.000000 Penalty: 6117.642090
	Iteration 1F: 3 clusters Score -3.033646e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122577 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -30337548.000000 Penalty: 6117.642090
	Iteration 2Q: 3 clusters Score -3.033755e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128117 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -30339400.000000 Penalty: 6117.642090
	Iteration 3Q: 3 clusters Score -3.03394e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -30342952.000000 Penalty: 6117.642090
	Iteration 4Q: 3 clusters Score -3.034295e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149494 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -30349942.000000 Penalty: 6117.642090
	Iteration 5F: 3 clusters Score -3.034994e+07 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -30362276.000000 Penalty: 6117.642090
	Iteration 6F: 3 clusters Score -3.036228e+07 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188528 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -30379288.000000 Penalty: 6117.642090
	Iteration 7F: 3 clusters Score -3.037929e+07 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207799 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -30394372.000000 Penalty: 6117.642090
	Iteration 8F: 3 clusters Score -3.039437e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219637 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -30402982.000000 Penalty: 6117.642090
	Iteration 9F: 3 clusters Score -3.040298e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224525 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -30406806.000000 Penalty: 6117.642090
	Iteration 10Q: 3 clusters Score -3.040681e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -30407952.000000 Penalty: 6117.642090
	Iteration 11Q: 3 clusters Score -3.040795e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226482 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -30408258.000000 Penalty: 6117.642090
	Iteration 12Q: 3 clusters Score -3.040826e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226625 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -30408500.000000 Penalty: 6117.642090
	Iteration 13Q: 3 clusters Score -3.04085e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226674 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -30408612.000000 Penalty: 6117.642090
	Iteration 14Q: 3 clusters Score -3.040861e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226706 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30408666.000000 Penalty: 6117.642090
	Iteration 15Q: 3 clusters Score -3.040867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226717 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30408666.000000 Penalty: 6117.642090
	Iteration 16Q: 3 clusters Score -3.040867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226727 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -30408704.000000 Penalty: 6117.642090
	Iteration 17Q: 3 clusters Score -3.04087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226734 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -30408730.000000 Penalty: 6117.642090
	Iteration 18Q: 3 clusters Score -3.040873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226722 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30408758.000000 Penalty: 6117.642090
	Iteration 19Q: 3 clusters Score -3.040876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -30408772.000000 Penalty: 6117.642090
	Iteration 20F: 3 clusters Score -3.040877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226717 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30408796.000000 Penalty: 6117.642090
	Iteration 21Q: 3 clusters Score -3.04088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226714 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -30408830.000000 Penalty: 6117.642090
	Iteration 22Q: 3 clusters Score -3.040883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -30408828.000000 Penalty: 6117.642090
	Iteration 23Q: 3 clusters Score -3.040883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -30408824.000000 Penalty: 6117.642090
	Iteration 24Q: 3 clusters Score -3.040882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226720 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30408804.000000 Penalty: 6117.642090
	Iteration 25Q: 3 clusters Score -3.04088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226718 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30408824.000000 Penalty: 6117.642090
	Iteration 26Q: 3 clusters Score -3.040882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30408834.000000 Penalty: 6117.642090
	Iteration 27Q: 3 clusters Score -3.040883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226717 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30408848.000000 Penalty: 6117.642090
	Iteration 28Q: 3 clusters Score -3.040885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226720 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30408850.000000 Penalty: 6117.642090
	Iteration 29Q: 3 clusters Score -3.040885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226723 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -30408874.000000 Penalty: 6117.642090
	Iteration 30Q: 3 clusters Score -3.040887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226719 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30408862.000000 Penalty: 6117.642090
	Iteration 31Q: 3 clusters Score -3.040886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226717 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30408864.000000 Penalty: 6117.642090
	Iteration 32Q: 3 clusters Score -3.040886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30408876.000000 Penalty: 6117.642090
	Iteration 33Q: 3 clusters Score -3.040888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30408866.000000 Penalty: 6117.642090
	Iteration 34Q: 3 clusters Score -3.040887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30408866.000000 Penalty: 6117.642090
	Iteration 35F: 3 clusters Score -3.040887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Entering Unmasked Estep 
Score: -9505699.000000 Penalty: 2772.282227
	Iteration 0F: 2 clusters Score -9505699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -9458062.000000 Penalty: 5544.564453
	Iteration 0F: 3 clusters Score -9458062 nChanged 33419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -9477078.000000 Penalty: 5544.564453
	Iteration 1F: 3 clusters Score -9477078 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -9478004.000000 Penalty: 5544.564453
	Iteration 2Q: 3 clusters Score -9478004 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -9479035.000000 Penalty: 5544.564453
	Iteration 3Q: 3 clusters Score -9479035 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -9480516.000000 Penalty: 5544.564453
	Iteration 4Q: 3 clusters Score -9480516 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -9482472.000000 Penalty: 5544.564453
	Iteration 5F: 3 clusters Score -9482472 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -9484676.000000 Penalty: 5544.564453
	Iteration 6F: 3 clusters Score -9484676 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -9487321.000000 Penalty: 5544.564453
	Iteration 7F: 3 clusters Score -9487321 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -9489919.000000 Penalty: 5544.564453
	Iteration 8F: 3 clusters Score -9489919 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -9492487.000000 Penalty: 5544.564453
	Iteration 9F: 3 clusters Score -9492487 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -9495035.000000 Penalty: 5544.564453
	Iteration 10F: 3 clusters Score -9495035 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -9497417.000000 Penalty: 5544.564453
	Iteration 11Q: 3 clusters Score -9497417 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -9499430.000000 Penalty: 5544.564453
	Iteration 12Q: 3 clusters Score -9499430 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9500921.000000 Penalty: 5544.564453
	Iteration 13Q: 3 clusters Score -9500921 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9501973.000000 Penalty: 5544.564453
	Iteration 14Q: 3 clusters Score -9501973 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9502541.000000 Penalty: 5544.564453
	Iteration 15Q: 3 clusters Score -9502541 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9502873.000000 Penalty: 5544.564453
	Iteration 16Q: 3 clusters Score -9502873 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9503066.000000 Penalty: 5544.564453
	Iteration 17Q: 3 clusters Score -9503066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9503169.000000 Penalty: 5544.564453
	Iteration 18Q: 3 clusters Score -9503169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9503236.000000 Penalty: 5544.564453
	Iteration 19Q: 3 clusters Score -9503236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9503286.000000 Penalty: 5544.564453
	Iteration 20F: 3 clusters Score -9503286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9503321.000000 Penalty: 5544.564453
	Iteration 21Q: 3 clusters Score -9503321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9503346.000000 Penalty: 5544.564453
	Iteration 22Q: 3 clusters Score -9503346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9503373.000000 Penalty: 5544.564453
	Iteration 23Q: 3 clusters Score -9503373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9503387.000000 Penalty: 5544.564453
	Iteration 24Q: 3 clusters Score -9503387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9503393.000000 Penalty: 5544.564453
	Iteration 25Q: 3 clusters Score -9503393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9503414.000000 Penalty: 5544.564453
	Iteration 26Q: 3 clusters Score -9503414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9503424.000000 Penalty: 5544.564453
	Iteration 27Q: 3 clusters Score -9503424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9503420.000000 Penalty: 5544.564453
	Iteration 28Q: 3 clusters Score -9503420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9503430.000000 Penalty: 5544.564453
	Iteration 29Q: 3 clusters Score -9503430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9503448.000000 Penalty: 5544.564453
	Iteration 30Q: 3 clusters Score -9503448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9503457.000000 Penalty: 5544.564453
	Iteration 31Q: 3 clusters Score -9503457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9503469.000000 Penalty: 5544.564453
	Iteration 32Q: 3 clusters Score -9503469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9503471.000000 Penalty: 5544.564453
	Iteration 33Q: 3 clusters Score -9503471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9503474.000000 Penalty: 5544.564453
	Iteration 34Q: 3 clusters Score -9503474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9503467.000000 Penalty: 5544.564453
	Iteration 35Q: 3 clusters Score -9503467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9503467.000000 Penalty: 5544.564453
	Iteration 36F: 3 clusters Score -9503467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -253244.781250 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -253244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250615.421875 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -250615.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251214.296875 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -251214.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -251425.953125 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -251426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251576.890625 Penalty: 3797.073730
	Iteration 3F: 3 clusters Score -251576.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -251727.734375 Penalty: 3797.073730
	Iteration 4F: 3 clusters Score -251727.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -251892.281250 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -251892.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252103.015625 Penalty: 3797.073730
	Iteration 6F: 3 clusters Score -252103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -252310.593750 Penalty: 3797.073730
	Iteration 7F: 3 clusters Score -252310.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -252455.296875 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -252455.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -252562.531250 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -252562.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -252614.703125 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -252614.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252643.218750 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -252643.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252660.937500 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -252660.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -252683.625000 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -252683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -252704.828125 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -252704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -252726.468750 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -252726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252744.406250 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -252744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -252775.734375 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -252775.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252815.609375 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -252815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -252831.359375 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -252831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -252836.250000 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -252836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -252840.531250 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -252840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252846.234375 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -252846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252851.015625 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -252851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -252853.453125 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -252853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -252855.421875 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -252855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252856.171875 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -252856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252856.171875 Penalty: 3797.073730
	Iteration 27F: 3 clusters Score -252856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -846471.437500 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -846471.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -840836.812500 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -840836.8 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -842336.687500 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -842336.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -842628.875000 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -842628.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -842866.937500 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -842866.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -843080.187500 Penalty: 4366.647461
	Iteration 4F: 3 clusters Score -843080.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -843296.375000 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -843296.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -843499.250000 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -843499.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -843670.937500 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -843670.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -843842.812500 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -843842.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -844059.812500 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -844059.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -844256.750000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -844256.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -844448.250000 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -844448.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -844626.062500 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -844626.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -844771.312500 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -844771.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -844862.375000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -844862.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -844935.812500 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -844935.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -844996.812500 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -844996.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -845045.062500 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -845045.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -845080.562500 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -845080.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -845103.000000 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -845103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -845116.437500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -845116.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -845125.187500 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -845125.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -845133.312500 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -845133.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -845140.875000 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -845140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -845145.062500 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -845145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -845148.250000 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -845148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -845151.562500 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -845151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -845152.437500 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -845152.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -845153.687500 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -845153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -845159.187500 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -845159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -845158.687500 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -845158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -845158.687500 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -845158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -845157.687500 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -845157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -845157.250000 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -845157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -845158.500000 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -845158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -845157.187500 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -845157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -845158.125000 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -845158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -845158.562500 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -845158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -845162.312500 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -845162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -845162.000000 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -845162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -845163.812500 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -845163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -845164.437500 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -845164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -845165.312500 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -845165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -845167.062500 Penalty: 4366.647461
	Iteration 43Q: 3 clusters Score -845167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -845167.562500 Penalty: 4366.647461
	Iteration 44Q: 3 clusters Score -845167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -845167.750000 Penalty: 4366.647461
	Iteration 45Q: 3 clusters Score -845167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -845167.500000 Penalty: 4366.647461
	Iteration 46Q: 3 clusters Score -845167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -845167.375000 Penalty: 4366.647461
	Iteration 47Q: 3 clusters Score -845167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -845167.375000 Penalty: 4366.647461
	Iteration 48F: 3 clusters Score -845167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -997988.000000 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -997988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -991855.437500 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -991855.4 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -993448.937500 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -993448.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -993742.687500 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -993742.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -994015.437500 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -994015.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -994295.562500 Penalty: 4429.656250
	Iteration 4F: 3 clusters Score -994295.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -994652.437500 Penalty: 4429.656250
	Iteration 5F: 3 clusters Score -994652.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -995007.500000 Penalty: 4429.656250
	Iteration 6F: 3 clusters Score -995007.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -995310.937500 Penalty: 4429.656250
	Iteration 7F: 3 clusters Score -995310.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -995551.437500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -995551.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -995702.625000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -995702.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -995804.625000 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -995804.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -995888.875000 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -995888.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -995936.312500 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -995936.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -995967.062500 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -995967.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -995983.937500 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -995983.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -995993.250000 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -995993.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -996002.125000 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -996002.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -996006.812500 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -996006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -996011.250000 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -996011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -996013.750000 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -996013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -996016.562500 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -996016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -996019.312500 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -996019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -996022.562500 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -996022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -996021.375000 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -996021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -996021.375000 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -996021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -996024.375000 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -996024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -996027.500000 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -996027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -996027.937500 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -996027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -996026.125000 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -996026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -996026.500000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -996026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -996025.812500 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -996025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -996027.750000 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -996027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -996026.812500 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -996026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -996026.812500 Penalty: 4429.656250
	Iteration 33F: 3 clusters Score -996026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 211041 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 10977 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 110659 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132250 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 23 contains 85845 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21805 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 34088 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 227284 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104496.000000 Penalty: 129890.000000
Iteration 319Q: 38 clusters Score -1.811045e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 211106 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4916 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 110675 members 
Mstep: Class 18 contains 126949 members 
Mstep: Class 19 contains 132236 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85848 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21809 members 
Mstep: Class 28 contains 91335 members 
Mstep: Class 29 contains 34004 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 227282 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104528.000000 Penalty: 129890.000000
Iteration 320F: 38 clusters Score -1.811045e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 211160 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21960 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11011 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17635 members 
Mstep: Class 17 contains 110694 members 
Mstep: Class 18 contains 126949 members 
Mstep: Class 19 contains 132223 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85847 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21814 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 227275 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6658 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104672.000000 Penalty: 129890.000000
Iteration 321Q: 38 clusters Score -1.811047e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60908 members 
Mstep: Class 6 contains 211212 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17637 members 
Mstep: Class 17 contains 110710 members 
Mstep: Class 18 contains 126949 members 
Mstep: Class 19 contains 132223 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85847 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21815 members 
Mstep: Class 28 contains 91330 members 
Mstep: Class 29 contains 33863 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 227276 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104768.000000 Penalty: 129890.000000
Iteration 322Q: 38 clusters Score -1.811048e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60902 members 
Mstep: Class 6 contains 211255 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 110725 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132223 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 23 contains 85850 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21812 members 
Mstep: Class 28 contains 91322 members 
Mstep: Class 29 contains 33799 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 227281 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104864.000000 Penalty: 129890.000000
Iteration 323Q: 38 clusters Score -1.811049e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60899 members 
Mstep: Class 6 contains 211304 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21950 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 110732 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132229 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19004 members 
Mstep: Class 23 contains 85848 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21811 members 
Mstep: Class 28 contains 91316 members 
Mstep: Class 29 contains 33725 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227286 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104640.000000 Penalty: 129890.000000
Iteration 324Q: 38 clusters Score -1.811046e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60896 members 
Mstep: Class 6 contains 211350 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11069 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17648 members 
Mstep: Class 17 contains 110744 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132228 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19003 members 
Mstep: Class 23 contains 85851 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21811 members 
Mstep: Class 28 contains 91313 members 
Mstep: Class 29 contains 33659 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227287 members 
Mstep: Class 34 contains 71577 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 325Q: 38 clusters Score -1.811046e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60895 members 
Mstep: Class 6 contains 211380 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11076 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17651 members 
Mstep: Class 17 contains 110753 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132232 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19004 members 
Mstep: Class 23 contains 85854 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21815 members 
Mstep: Class 28 contains 91311 members 
Mstep: Class 29 contains 33601 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227293 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104560.000000 Penalty: 129890.000000
Iteration 326Q: 38 clusters Score -1.811046e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60890 members 
Mstep: Class 6 contains 211457 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11084 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17650 members 
Mstep: Class 17 contains 110762 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132235 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 85853 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21815 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 33511 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227295 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 327Q: 38 clusters Score -1.811046e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60887 members 
Mstep: Class 6 contains 211513 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17651 members 
Mstep: Class 17 contains 110771 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132225 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 85858 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21814 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 33446 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227300 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104544.000000 Penalty: 129890.000000
Iteration 328Q: 38 clusters Score -1.811045e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60884 members 
Mstep: Class 6 contains 211557 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17650 members 
Mstep: Class 17 contains 110781 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132224 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 23 contains 85858 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21818 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 33382 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227314 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104352.000000 Penalty: 129890.000000
Iteration 329Q: 38 clusters Score -1.811044e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60881 members 
Mstep: Class 6 contains 211612 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11103 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17652 members 
Mstep: Class 17 contains 110786 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132218 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19001 members 
Mstep: Class 23 contains 85860 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21819 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 33317 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227320 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104384.000000 Penalty: 129890.000000
Iteration 330Q: 38 clusters Score -1.811044e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60880 members 
Mstep: Class 6 contains 211652 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 110794 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132211 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85862 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 21819 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 33265 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227321 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104304.000000 Penalty: 129890.000000
Iteration 331Q: 38 clusters Score -1.811043e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60874 members 
Mstep: Class 6 contains 211692 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11112 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 110797 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132212 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 85871 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 21822 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 33206 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227321 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104192.000000 Penalty: 129890.000000
Iteration 332Q: 38 clusters Score -1.811042e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60871 members 
Mstep: Class 6 contains 211742 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21936 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 110797 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132215 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 85868 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21825 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 33150 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227324 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104336.000000 Penalty: 129890.000000
Iteration 333Q: 38 clusters Score -1.811043e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60866 members 
Mstep: Class 6 contains 211797 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21934 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 110805 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132216 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 85870 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21826 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 33079 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227324 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104256.000000 Penalty: 129890.000000
Iteration 334Q: 38 clusters Score -1.811043e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 211848 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21934 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 110821 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132220 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18998 members 
Mstep: Class 23 contains 85871 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21825 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 33003 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227327 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104352.000000 Penalty: 129890.000000
Iteration 335Q: 38 clusters Score -1.811044e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60866 members 
Mstep: Class 6 contains 211896 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 110835 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132223 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18998 members 
Mstep: Class 23 contains 85874 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21826 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 32927 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227330 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104304.000000 Penalty: 129890.000000
Iteration 336Q: 38 clusters Score -1.811043e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 211955 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 110842 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132229 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 85875 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21827 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 32848 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227333 members 
Mstep: Class 34 contains 71576 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104336.000000 Penalty: 129890.000000
Iteration 337Q: 38 clusters Score -1.811043e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 212021 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11133 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110845 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132231 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85878 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21829 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 32767 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227338 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104288.000000 Penalty: 129890.000000
Iteration 338Q: 38 clusters Score -1.811043e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 212075 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21939 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 15220 members 
Mstep: Class 14 contains 11135 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110862 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132233 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85881 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21831 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 32687 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227337 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104240.000000 Penalty: 129890.000000
Iteration 339Q: 38 clusters Score -1.811042e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60864 members 
Mstep: Class 6 contains 212138 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11139 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110867 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132233 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 85885 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 32600 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227340 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104400.000000 Penalty: 129890.000000
Iteration 340F: 38 clusters Score -1.811044e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60863 members 
Mstep: Class 6 contains 212180 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11142 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110884 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132230 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19001 members 
Mstep: Class 23 contains 85885 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 32526 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227350 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104512.000000 Penalty: 129890.000000
Iteration 341Q: 38 clusters Score -1.811045e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60862 members 
Mstep: Class 6 contains 212217 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110902 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132227 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19001 members 
Mstep: Class 23 contains 85884 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 32465 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 227356 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104512.000000 Penalty: 129890.000000
Iteration 342Q: 38 clusters Score -1.811045e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60860 members 
Mstep: Class 6 contains 212262 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110912 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132222 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19003 members 
Mstep: Class 23 contains 85886 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91306 members 
Mstep: Class 29 contains 32400 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227360 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6656 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104448.000000 Penalty: 129890.000000
Iteration 343Q: 38 clusters Score -1.811044e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60858 members 
Mstep: Class 6 contains 212322 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110917 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132218 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 85889 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21831 members 
Mstep: Class 28 contains 91306 members 
Mstep: Class 29 contains 32332 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227366 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6656 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 344Q: 38 clusters Score -1.811046e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 212376 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132218 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 32260 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227377 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6656 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104768.000000 Penalty: 129890.000000
Iteration 345Q: 38 clusters Score -1.811048e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212432 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21945 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110927 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132218 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19009 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21834 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 32179 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227388 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104480.000000 Penalty: 129890.000000
Iteration 346Q: 38 clusters Score -1.811045e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212484 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8486 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110934 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132225 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 32093 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227403 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 347Q: 38 clusters Score -1.811046e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 212538 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8486 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110943 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132232 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19017 members 
Mstep: Class 23 contains 85895 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21838 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 32013 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227404 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104544.000000 Penalty: 129890.000000
Iteration 348Q: 38 clusters Score -1.811045e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 212598 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110957 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132236 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 91315 members 
Mstep: Class 29 contains 31925 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227412 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104560.000000 Penalty: 129890.000000
Iteration 349Q: 38 clusters Score -1.811046e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212665 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110967 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132234 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19014 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21835 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 31845 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227416 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 350Q: 38 clusters Score -1.811046e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212731 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21953 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110973 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132226 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85895 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21832 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 31771 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227424 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104656.000000 Penalty: 129890.000000
Iteration 351Q: 38 clusters Score -1.811047e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212790 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110980 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132217 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85894 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21828 members 
Mstep: Class 28 contains 91319 members 
Mstep: Class 29 contains 31702 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227434 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104624.000000 Penalty: 129890.000000
Iteration 352Q: 38 clusters Score -1.811046e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 212854 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21953 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110987 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132204 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85896 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21834 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 31632 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227438 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104560.000000 Penalty: 129890.000000
Iteration 353Q: 38 clusters Score -1.811046e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60858 members 
Mstep: Class 6 contains 212911 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 111002 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132197 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85901 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21840 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 31550 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227445 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6654 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104672.000000 Penalty: 129890.000000
Iteration 354Q: 38 clusters Score -1.811047e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 212973 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21949 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10337 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 111028 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132185 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 85899 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21841 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31467 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227456 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104576.000000 Penalty: 129890.000000
Iteration 355Q: 38 clusters Score -1.811046e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 213035 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111057 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132178 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19016 members 
Mstep: Class 23 contains 85894 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21841 members 
Mstep: Class 28 contains 91319 members 
Mstep: Class 29 contains 31382 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227463 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104560.000000 Penalty: 129890.000000
Iteration 356Q: 38 clusters Score -1.811046e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 213081 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111087 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132164 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19016 members 
Mstep: Class 23 contains 85897 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21843 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31307 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227472 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104608.000000 Penalty: 129890.000000
Iteration 357Q: 38 clusters Score -1.811046e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 213107 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111110 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132153 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19017 members 
Mstep: Class 23 contains 85898 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21847 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31244 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227488 members 
Mstep: Class 34 contains 71574 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104528.000000 Penalty: 129890.000000
Iteration 358Q: 38 clusters Score -1.811045e+08 nChanged 155
Entering ConstructFrom: 
Score: -181104528.000000 Penalty: 129890.000000
Entering ConstructFrom: 
Trying to split cluster 1 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -4136301.750000 Penalty: 2569.435547
	Iteration 0F: 2 clusters Score -4136302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4114748.750000 Penalty: 5138.871094
	Iteration 0F: 3 clusters Score -4114749 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4122586.250000 Penalty: 5138.871094
	Iteration 1F: 3 clusters Score -4122586 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4123077.500000 Penalty: 5138.871094
	Iteration 2Q: 3 clusters Score -4123078 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4123561.250000 Penalty: 5138.871094
	Iteration 3Q: 3 clusters Score -4123561 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4124167.750000 Penalty: 5138.871094
	Iteration 4Q: 3 clusters Score -4124168 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4125033.000000 Penalty: 5138.871094
	Iteration 5F: 3 clusters Score -4125033 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4126224.000000 Penalty: 5138.871094
	Iteration 6F: 3 clusters Score -4126224 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4127816.750000 Penalty: 5138.871094
	Iteration 7F: 3 clusters Score -4127817 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4129709.250000 Penalty: 5138.871094
	Iteration 8F: 3 clusters Score -4129709 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4131303.750000 Penalty: 5138.871094
	Iteration 9F: 3 clusters Score -4131304 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4132391.000000 Penalty: 5138.871094
	Iteration 10Q: 3 clusters Score -4132391 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4132970.000000 Penalty: 5138.871094
	Iteration 11Q: 3 clusters Score -4132970 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4133292.500000 Penalty: 5138.871094
	Iteration 12Q: 3 clusters Score -4133292 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4133451.500000 Penalty: 5138.871094
	Iteration 13Q: 3 clusters Score -4133452 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4133593.000000 Penalty: 5138.871094
	Iteration 14Q: 3 clusters Score -4133593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4133689.250000 Penalty: 5138.871094
	Iteration 15Q: 3 clusters Score -4133689 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4133773.000000 Penalty: 5138.871094
	Iteration 16Q: 3 clusters Score -4133773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4133833.250000 Penalty: 5138.871094
	Iteration 17Q: 3 clusters Score -4133833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4133880.750000 Penalty: 5138.871094
	Iteration 18Q: 3 clusters Score -4133881 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4133936.000000 Penalty: 5138.871094
	Iteration 19Q: 3 clusters Score -4133936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4133978.250000 Penalty: 5138.871094
	Iteration 20F: 3 clusters Score -4133978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4134003.750000 Penalty: 5138.871094
	Iteration 21Q: 3 clusters Score -4134004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4134013.250000 Penalty: 5138.871094
	Iteration 22Q: 3 clusters Score -4134013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4134023.000000 Penalty: 5138.871094
	Iteration 23Q: 3 clusters Score -4134023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4134044.500000 Penalty: 5138.871094
	Iteration 24Q: 3 clusters Score -4134044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4134059.250000 Penalty: 5138.871094
	Iteration 25Q: 3 clusters Score -4134059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4134073.750000 Penalty: 5138.871094
	Iteration 26Q: 3 clusters Score -4134074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4134094.750000 Penalty: 5138.871094
	Iteration 27Q: 3 clusters Score -4134095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4134102.500000 Penalty: 5138.871094
	Iteration 28Q: 3 clusters Score -4134102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4134115.500000 Penalty: 5138.871094
	Iteration 29Q: 3 clusters Score -4134116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4134115.750000 Penalty: 5138.871094
	Iteration 30Q: 3 clusters Score -4134116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4134119.250000 Penalty: 5138.871094
	Iteration 31Q: 3 clusters Score -4134119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4134128.000000 Penalty: 5138.871094
	Iteration 32Q: 3 clusters Score -4134128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4134129.000000 Penalty: 5138.871094
	Iteration 33Q: 3 clusters Score -4134129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4134134.000000 Penalty: 5138.871094
	Iteration 34Q: 3 clusters Score -4134134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4134137.250000 Penalty: 5138.871094
	Iteration 35Q: 3 clusters Score -4134137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4134142.500000 Penalty: 5138.871094
	Iteration 36Q: 3 clusters Score -4134142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4134143.250000 Penalty: 5138.871094
	Iteration 37Q: 3 clusters Score -4134143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4134147.250000 Penalty: 5138.871094
	Iteration 38Q: 3 clusters Score -4134147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -4134145.250000 Penalty: 5138.871094
	Iteration 39Q: 3 clusters Score -4134145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4134146.750000 Penalty: 5138.871094
	Iteration 40F: 3 clusters Score -4134147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4134145.750000 Penalty: 5138.871094
	Iteration 41Q: 3 clusters Score -4134146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4134145.250000 Penalty: 5138.871094
	Iteration 42Q: 3 clusters Score -4134145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4134145.250000 Penalty: 5138.871094
	Iteration 43Q: 3 clusters Score -4134145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4134145.250000 Penalty: 5138.871094
	Iteration 44F: 3 clusters Score -4134145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -374709.937500 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -374709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371345.250000 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -371345.2 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -372298.000000 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -372298 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -372758.312500 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -372758.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -373096.687500 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -373096.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -373361.125000 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -373361.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -373562.781250 Penalty: 4012.991455
	Iteration 5F: 3 clusters Score -373562.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -373691.062500 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -373691.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -373763.937500 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -373763.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -373816.156250 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -373816.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -373858.468750 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -373858.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -373891.062500 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -373891.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -373923.062500 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -373923.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -373943.468750 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -373943.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -373954.906250 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -373954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -373967.625000 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -373967.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -373979.437500 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -373979.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -373987.750000 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -373987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -373994.625000 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -373994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -374003.718750 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -374003.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -374012.656250 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -374012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -374020.281250 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -374020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -374025.187500 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -374025.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -374030.406250 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -374030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -374038.093750 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -374038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -374043.625000 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -374043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -374046.406250 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -374046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -374048.750000 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -374048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -374049.156250 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -374049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -374050.093750 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -374050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -374049.937500 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -374049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -374049.937500 Penalty: 4012.991455
	Iteration 30F: 3 clusters Score -374049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77512.625000 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77512.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77710.101562 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77710.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77767.468750 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -77767.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77786.335938 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77786.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77804.695312 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77818.328125 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77818.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77821.070312 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77821.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77823.656250 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -77823.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77824.656250 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -77824.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77824.656250 Penalty: 3186.735107
	Iteration 9F: 3 clusters Score -77824.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1654731.000000 Penalty: 2341.105957
	Iteration 0F: 2 clusters Score -1654731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1645476.625000 Penalty: 4682.211914
	Iteration 0F: 3 clusters Score -1645477 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1648441.750000 Penalty: 4682.211914
	Iteration 1F: 3 clusters Score -1648442 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1648974.500000 Penalty: 4682.211914
	Iteration 2F: 3 clusters Score -1648974 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1649396.250000 Penalty: 4682.211914
	Iteration 3F: 3 clusters Score -1649396 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1649759.500000 Penalty: 4682.211914
	Iteration 4F: 3 clusters Score -1649760 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1650135.750000 Penalty: 4682.211914
	Iteration 5Q: 3 clusters Score -1650136 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1650543.375000 Penalty: 4682.211914
	Iteration 6Q: 3 clusters Score -1650543 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1650943.250000 Penalty: 4682.211914
	Iteration 7Q: 3 clusters Score -1650943 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1651344.250000 Penalty: 4682.211914
	Iteration 8Q: 3 clusters Score -1651344 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1651776.250000 Penalty: 4682.211914
	Iteration 9Q: 3 clusters Score -1651776 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1652250.750000 Penalty: 4682.211914
	Iteration 10Q: 3 clusters Score -1652251 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1652686.125000 Penalty: 4682.211914
	Iteration 11Q: 3 clusters Score -1652686 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1653016.750000 Penalty: 4682.211914
	Iteration 12Q: 3 clusters Score -1653017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1653205.125000 Penalty: 4682.211914
	Iteration 13Q: 3 clusters Score -1653205 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1653365.250000 Penalty: 4682.211914
	Iteration 14Q: 3 clusters Score -1653365 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1653437.375000 Penalty: 4682.211914
	Iteration 15Q: 3 clusters Score -1653437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1653473.500000 Penalty: 4682.211914
	Iteration 16Q: 3 clusters Score -1653474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1653502.125000 Penalty: 4682.211914
	Iteration 17Q: 3 clusters Score -1653502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1653512.250000 Penalty: 4682.211914
	Iteration 18Q: 3 clusters Score -1653512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1653515.500000 Penalty: 4682.211914
	Iteration 19Q: 3 clusters Score -1653516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1653523.125000 Penalty: 4682.211914
	Iteration 20F: 3 clusters Score -1653523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1653532.750000 Penalty: 4682.211914
	Iteration 21Q: 3 clusters Score -1653533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1653532.500000 Penalty: 4682.211914
	Iteration 22Q: 3 clusters Score -1653532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1653537.000000 Penalty: 4682.211914
	Iteration 23Q: 3 clusters Score -1653537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1653537.875000 Penalty: 4682.211914
	Iteration 24Q: 3 clusters Score -1653538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1653539.500000 Penalty: 4682.211914
	Iteration 25Q: 3 clusters Score -1653540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1653539.500000 Penalty: 4682.211914
	Iteration 26Q: 3 clusters Score -1653540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1653542.375000 Penalty: 4682.211914
	Iteration 27Q: 3 clusters Score -1653542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1653544.750000 Penalty: 4682.211914
	Iteration 28Q: 3 clusters Score -1653545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1653544.750000 Penalty: 4682.211914
	Iteration 29Q: 3 clusters Score -1653545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1653543.875000 Penalty: 4682.211914
	Iteration 30Q: 3 clusters Score -1653544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1653543.500000 Penalty: 4682.211914
	Iteration 31Q: 3 clusters Score -1653544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1653544.250000 Penalty: 4682.211914
	Iteration 32Q: 3 clusters Score -1653544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1653543.375000 Penalty: 4682.211914
	Iteration 33Q: 3 clusters Score -1653543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1653543.375000 Penalty: 4682.211914
	Iteration 34F: 3 clusters Score -1653543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Entering Unmasked Estep 
Score: -8044264.000000 Penalty: 2732.050293
	Iteration 0F: 2 clusters Score -8044264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -8003412.000000 Penalty: 5464.100586
	Iteration 0F: 3 clusters Score -8003412 nChanged 28524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -8019294.000000 Penalty: 5464.100586
	Iteration 1F: 3 clusters Score -8019294 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -8020059.500000 Penalty: 5464.100586
	Iteration 2Q: 3 clusters Score -8020060 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -8020820.000000 Penalty: 5464.100586
	Iteration 3Q: 3 clusters Score -8020820 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8021709.500000 Penalty: 5464.100586
	Iteration 4Q: 3 clusters Score -8021710 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -8022956.000000 Penalty: 5464.100586
	Iteration 5Q: 3 clusters Score -8022956 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8024553.000000 Penalty: 5464.100586
	Iteration 6F: 3 clusters Score -8024553 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8026658.500000 Penalty: 5464.100586
	Iteration 7F: 3 clusters Score -8026658 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8029333.000000 Penalty: 5464.100586
	Iteration 8F: 3 clusters Score -8029333 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -8032661.500000 Penalty: 5464.100586
	Iteration 9F: 3 clusters Score -8032662 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -8035810.000000 Penalty: 5464.100586
	Iteration 10F: 3 clusters Score -8035810 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8038449.000000 Penalty: 5464.100586
	Iteration 11F: 3 clusters Score -8038449 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8040140.000000 Penalty: 5464.100586
	Iteration 12Q: 3 clusters Score -8040140 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8041171.500000 Penalty: 5464.100586
	Iteration 13Q: 3 clusters Score -8041172 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8041751.000000 Penalty: 5464.100586
	Iteration 14Q: 3 clusters Score -8041751 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8042138.000000 Penalty: 5464.100586
	Iteration 15Q: 3 clusters Score -8042138 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8042580.000000 Penalty: 5464.100586
	Iteration 16Q: 3 clusters Score -8042580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8042947.500000 Penalty: 5464.100586
	Iteration 17Q: 3 clusters Score -8042948 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8043085.000000 Penalty: 5464.100586
	Iteration 18Q: 3 clusters Score -8043085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8043211.000000 Penalty: 5464.100586
	Iteration 19Q: 3 clusters Score -8043211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8043282.500000 Penalty: 5464.100586
	Iteration 20F: 3 clusters Score -8043282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8043319.500000 Penalty: 5464.100586
	Iteration 21Q: 3 clusters Score -8043320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8043327.000000 Penalty: 5464.100586
	Iteration 22Q: 3 clusters Score -8043327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8043344.500000 Penalty: 5464.100586
	Iteration 23Q: 3 clusters Score -8043344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8043351.000000 Penalty: 5464.100586
	Iteration 24Q: 3 clusters Score -8043351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8043366.500000 Penalty: 5464.100586
	Iteration 25Q: 3 clusters Score -8043366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8043374.000000 Penalty: 5464.100586
	Iteration 26Q: 3 clusters Score -8043374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8043378.500000 Penalty: 5464.100586
	Iteration 27Q: 3 clusters Score -8043378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8043374.500000 Penalty: 5464.100586
	Iteration 28Q: 3 clusters Score -8043374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8043378.000000 Penalty: 5464.100586
	Iteration 29Q: 3 clusters Score -8043378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8043378.000000 Penalty: 5464.100586
	Iteration 30F: 3 clusters Score -8043378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (213151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213151 members 
Entering Unmasked Estep 
Score: -28613988.000000 Penalty: 3042.899658
	Iteration 0F: 2 clusters Score -2.861399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -28497578.000000 Penalty: 6085.799316
	Iteration 0F: 3 clusters Score -2.849758e+07 nChanged 102554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -28557852.000000 Penalty: 6085.799316
	Iteration 1F: 3 clusters Score -2.855785e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -28559936.000000 Penalty: 6085.799316
	Iteration 2Q: 3 clusters Score -2.855994e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -28563066.000000 Penalty: 6085.799316
	Iteration 3Q: 3 clusters Score -2.856307e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 130484 members 
Entering Unmasked Estep 
Score: -28567058.000000 Penalty: 6085.799316
	Iteration 4F: 3 clusters Score -2.856706e+07 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 140837 members 
Entering Unmasked Estep 
Score: -28571728.000000 Penalty: 6085.799316
	Iteration 5F: 3 clusters Score -2.857173e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -28578426.000000 Penalty: 6085.799316
	Iteration 6F: 3 clusters Score -2.857843e+07 nChanged 14904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 167807 members 
Entering Unmasked Estep 
Score: -28586142.000000 Penalty: 6085.799316
	Iteration 7F: 3 clusters Score -2.858614e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 182374 members 
Entering Unmasked Estep 
Score: -28593908.000000 Penalty: 6085.799316
	Iteration 8F: 3 clusters Score -2.859391e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -28600034.000000 Penalty: 6085.799316
	Iteration 9F: 3 clusters Score -2.860003e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -28604502.000000 Penalty: 6085.799316
	Iteration 10Q: 3 clusters Score -2.86045e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 207636 members 
Entering Unmasked Estep 
Score: -28607588.000000 Penalty: 6085.799316
	Iteration 11Q: 3 clusters Score -2.860759e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 210207 members 
Entering Unmasked Estep 
Score: -28609298.000000 Penalty: 6085.799316
	Iteration 12Q: 3 clusters Score -2.86093e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 211538 members 
Entering Unmasked Estep 
Score: -28610318.000000 Penalty: 6085.799316
	Iteration 13Q: 3 clusters Score -2.861032e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 212159 members 
Entering Unmasked Estep 
Score: -28610700.000000 Penalty: 6085.799316
	Iteration 14Q: 3 clusters Score -2.86107e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -28610958.000000 Penalty: 6085.799316
	Iteration 15Q: 3 clusters Score -2.861096e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 212591 members 
Entering Unmasked Estep 
Score: -28611066.000000 Penalty: 6085.799316
	Iteration 16Q: 3 clusters Score -2.861107e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 212676 members 
Entering Unmasked Estep 
Score: -28611156.000000 Penalty: 6085.799316
	Iteration 17Q: 3 clusters Score -2.861116e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212709 members 
Entering Unmasked Estep 
Score: -28611192.000000 Penalty: 6085.799316
	Iteration 18Q: 3 clusters Score -2.861119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 212739 members 
Entering Unmasked Estep 
Score: -28611232.000000 Penalty: 6085.799316
	Iteration 19Q: 3 clusters Score -2.861123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212758 members 
Entering Unmasked Estep 
Score: -28611270.000000 Penalty: 6085.799316
	Iteration 20F: 3 clusters Score -2.861127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 212774 members 
Entering Unmasked Estep 
Score: -28611312.000000 Penalty: 6085.799316
	Iteration 21Q: 3 clusters Score -2.861131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212782 members 
Entering Unmasked Estep 
Score: -28611350.000000 Penalty: 6085.799316
	Iteration 22Q: 3 clusters Score -2.861135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 212795 members 
Entering Unmasked Estep 
Score: -28611352.000000 Penalty: 6085.799316
	Iteration 23Q: 3 clusters Score -2.861135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 212799 members 
Entering Unmasked Estep 
Score: -28611362.000000 Penalty: 6085.799316
	Iteration 24Q: 3 clusters Score -2.861136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 212804 members 
Entering Unmasked Estep 
Score: -28611366.000000 Penalty: 6085.799316
	Iteration 25Q: 3 clusters Score -2.861137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 212805 members 
Entering Unmasked Estep 
Score: -28611346.000000 Penalty: 6085.799316
	Iteration 26Q: 3 clusters Score -2.861135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 212804 members 
Entering Unmasked Estep 
Score: -28611352.000000 Penalty: 6085.799316
	Iteration 27Q: 3 clusters Score -2.861135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 212806 members 
Entering Unmasked Estep 
Score: -28611356.000000 Penalty: 6085.799316
	Iteration 28Q: 3 clusters Score -2.861136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 212805 members 
Entering Unmasked Estep 
Score: -28611350.000000 Penalty: 6085.799316
	Iteration 29Q: 3 clusters Score -2.861135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 212806 members 
Entering Unmasked Estep 
Score: -28611362.000000 Penalty: 6085.799316
	Iteration 30Q: 3 clusters Score -2.861136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28611374.000000 Penalty: 6085.799316
	Iteration 31Q: 3 clusters Score -2.861137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28611372.000000 Penalty: 6085.799316
	Iteration 32Q: 3 clusters Score -2.861137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28611366.000000 Penalty: 6085.799316
	Iteration 33Q: 3 clusters Score -2.861137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28611366.000000 Penalty: 6085.799316
	Iteration 34F: 3 clusters Score -2.861137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Entering Unmasked Estep 
Score: -2532420.500000 Penalty: 2462.901367
	Iteration 0F: 2 clusters Score -2532420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2517893.000000 Penalty: 4925.802734
	Iteration 0F: 3 clusters Score -2517893 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2522818.000000 Penalty: 4925.802734
	Iteration 1F: 3 clusters Score -2522818 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2523303.250000 Penalty: 4925.802734
	Iteration 2F: 3 clusters Score -2523303 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2523769.000000 Penalty: 4925.802734
	Iteration 3Q: 3 clusters Score -2523769 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2524302.500000 Penalty: 4925.802734
	Iteration 4Q: 3 clusters Score -2524302 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2524930.500000 Penalty: 4925.802734
	Iteration 5F: 3 clusters Score -2524930 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2525621.250000 Penalty: 4925.802734
	Iteration 6F: 3 clusters Score -2525621 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2526459.500000 Penalty: 4925.802734
	Iteration 7F: 3 clusters Score -2526460 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2527410.500000 Penalty: 4925.802734
	Iteration 8F: 3 clusters Score -2527410 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2528302.500000 Penalty: 4925.802734
	Iteration 9F: 3 clusters Score -2528302 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2528970.500000 Penalty: 4925.802734
	Iteration 10Q: 3 clusters Score -2528970 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2529431.000000 Penalty: 4925.802734
	Iteration 11Q: 3 clusters Score -2529431 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2529846.500000 Penalty: 4925.802734
	Iteration 12Q: 3 clusters Score -2529846 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2530153.000000 Penalty: 4925.802734
	Iteration 13Q: 3 clusters Score -2530153 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2530355.250000 Penalty: 4925.802734
	Iteration 14Q: 3 clusters Score -2530355 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2530506.250000 Penalty: 4925.802734
	Iteration 15Q: 3 clusters Score -2530506 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2530627.750000 Penalty: 4925.802734
	Iteration 16Q: 3 clusters Score -2530628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2530727.250000 Penalty: 4925.802734
	Iteration 17Q: 3 clusters Score -2530727 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2530814.750000 Penalty: 4925.802734
	Iteration 18Q: 3 clusters Score -2530815 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2530884.000000 Penalty: 4925.802734
	Iteration 19Q: 3 clusters Score -2530884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2530930.750000 Penalty: 4925.802734
	Iteration 20F: 3 clusters Score -2530931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2530956.250000 Penalty: 4925.802734
	Iteration 21Q: 3 clusters Score -2530956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2530982.500000 Penalty: 4925.802734
	Iteration 22Q: 3 clusters Score -2530982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2530999.000000 Penalty: 4925.802734
	Iteration 23Q: 3 clusters Score -2530999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2531007.000000 Penalty: 4925.802734
	Iteration 24Q: 3 clusters Score -2531007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2531018.250000 Penalty: 4925.802734
	Iteration 25Q: 3 clusters Score -2531018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2531029.500000 Penalty: 4925.802734
	Iteration 26Q: 3 clusters Score -2531030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2531029.750000 Penalty: 4925.802734
	Iteration 27Q: 3 clusters Score -2531030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2531040.250000 Penalty: 4925.802734
	Iteration 28Q: 3 clusters Score -2531040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2531052.000000 Penalty: 4925.802734
	Iteration 29Q: 3 clusters Score -2531052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2531059.000000 Penalty: 4925.802734
	Iteration 30Q: 3 clusters Score -2531059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2531065.000000 Penalty: 4925.802734
	Iteration 31Q: 3 clusters Score -2531065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2531067.250000 Penalty: 4925.802734
	Iteration 32Q: 3 clusters Score -2531067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2531072.250000 Penalty: 4925.802734
	Iteration 33Q: 3 clusters Score -2531072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2531074.250000 Penalty: 4925.802734
	Iteration 34Q: 3 clusters Score -2531074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2531075.500000 Penalty: 4925.802734
	Iteration 35Q: 3 clusters Score -2531076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2531081.500000 Penalty: 4925.802734
	Iteration 36Q: 3 clusters Score -2531082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2531084.000000 Penalty: 4925.802734
	Iteration 37Q: 3 clusters Score -2531084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2531085.750000 Penalty: 4925.802734
	Iteration 38Q: 3 clusters Score -2531086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2531085.250000 Penalty: 4925.802734
	Iteration 39Q: 3 clusters Score -2531085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2531090.000000 Penalty: 4925.802734
	Iteration 40F: 3 clusters Score -2531090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2531089.750000 Penalty: 4925.802734
	Iteration 41Q: 3 clusters Score -2531090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2531087.500000 Penalty: 4925.802734
	Iteration 42Q: 3 clusters Score -2531088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2531090.000000 Penalty: 4925.802734
	Iteration 43Q: 3 clusters Score -2531090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2531097.000000 Penalty: 4925.802734
	Iteration 44Q: 3 clusters Score -2531097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2531097.000000 Penalty: 4925.802734
	Iteration 45Q: 3 clusters Score -2531097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2531097.750000 Penalty: 4925.802734
	Iteration 46Q: 3 clusters Score -2531098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2531097.000000 Penalty: 4925.802734
	Iteration 47Q: 3 clusters Score -2531097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2531100.250000 Penalty: 4925.802734
	Iteration 48Q: 3 clusters Score -2531100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2531098.250000 Penalty: 4925.802734
	Iteration 49Q: 3 clusters Score -2531098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2531097.500000 Penalty: 4925.802734
	Iteration 50Q: 3 clusters Score -2531098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2531098.500000 Penalty: 4925.802734
	Iteration 51Q: 3 clusters Score -2531098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2531098.500000 Penalty: 4925.802734
	Iteration 52F: 3 clusters Score -2531098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Entering Unmasked Estep 
Score: -2861224.000000 Penalty: 2479.114990
	Iteration 0F: 2 clusters Score -2861224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2845890.500000 Penalty: 4958.229980
	Iteration 0F: 3 clusters Score -2845890 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2851344.000000 Penalty: 4958.229980
	Iteration 1F: 3 clusters Score -2851344 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2851736.000000 Penalty: 4958.229980
	Iteration 2Q: 3 clusters Score -2851736 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2852042.250000 Penalty: 4958.229980
	Iteration 3Q: 3 clusters Score -2852042 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2852372.500000 Penalty: 4958.229980
	Iteration 4Q: 3 clusters Score -2852372 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2852822.750000 Penalty: 4958.229980
	Iteration 5Q: 3 clusters Score -2852823 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2853457.250000 Penalty: 4958.229980
	Iteration 6F: 3 clusters Score -2853457 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2854336.500000 Penalty: 4958.229980
	Iteration 7F: 3 clusters Score -2854336 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2855517.000000 Penalty: 4958.229980
	Iteration 8F: 3 clusters Score -2855517 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2856661.250000 Penalty: 4958.229980
	Iteration 9F: 3 clusters Score -2856661 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2857580.750000 Penalty: 4958.229980
	Iteration 10F: 3 clusters Score -2857581 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2858181.000000 Penalty: 4958.229980
	Iteration 11Q: 3 clusters Score -2858181 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2858572.500000 Penalty: 4958.229980
	Iteration 12Q: 3 clusters Score -2858572 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2858835.250000 Penalty: 4958.229980
	Iteration 13Q: 3 clusters Score -2858835 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2858974.000000 Penalty: 4958.229980
	Iteration 14Q: 3 clusters Score -2858974 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2859083.250000 Penalty: 4958.229980
	Iteration 15Q: 3 clusters Score -2859083 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2859155.000000 Penalty: 4958.229980
	Iteration 16Q: 3 clusters Score -2859155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2859205.250000 Penalty: 4958.229980
	Iteration 17Q: 3 clusters Score -2859205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2859254.500000 Penalty: 4958.229980
	Iteration 18Q: 3 clusters Score -2859254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2859286.250000 Penalty: 4958.229980
	Iteration 19Q: 3 clusters Score -2859286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2859302.000000 Penalty: 4958.229980
	Iteration 20F: 3 clusters Score -2859302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2859320.000000 Penalty: 4958.229980
	Iteration 21Q: 3 clusters Score -2859320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2859330.750000 Penalty: 4958.229980
	Iteration 22Q: 3 clusters Score -2859331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2859357.000000 Penalty: 4958.229980
	Iteration 23Q: 3 clusters Score -2859357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2859374.500000 Penalty: 4958.229980
	Iteration 24Q: 3 clusters Score -2859374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2859380.250000 Penalty: 4958.229980
	Iteration 25Q: 3 clusters Score -2859380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2859390.500000 Penalty: 4958.229980
	Iteration 26Q: 3 clusters Score -2859390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2859400.250000 Penalty: 4958.229980
	Iteration 27Q: 3 clusters Score -2859400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2859413.750000 Penalty: 4958.229980
	Iteration 28Q: 3 clusters Score -2859414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2859412.750000 Penalty: 4958.229980
	Iteration 29Q: 3 clusters Score -2859413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2859424.000000 Penalty: 4958.229980
	Iteration 30Q: 3 clusters Score -2859424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2859428.500000 Penalty: 4958.229980
	Iteration 31Q: 3 clusters Score -2859428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2859434.750000 Penalty: 4958.229980
	Iteration 32Q: 3 clusters Score -2859435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2859430.000000 Penalty: 4958.229980
	Iteration 33Q: 3 clusters Score -2859430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2859433.000000 Penalty: 4958.229980
	Iteration 34Q: 3 clusters Score -2859433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2859438.000000 Penalty: 4958.229980
	Iteration 35Q: 3 clusters Score -2859438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2859448.250000 Penalty: 4958.229980
	Iteration 36Q: 3 clusters Score -2859448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2859456.000000 Penalty: 4958.229980
	Iteration 37Q: 3 clusters Score -2859456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2859451.750000 Penalty: 4958.229980
	Iteration 38Q: 3 clusters Score -2859452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2859458.500000 Penalty: 4958.229980
	Iteration 39Q: 3 clusters Score -2859458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2859458.000000 Penalty: 4958.229980
	Iteration 40F: 3 clusters Score -2859458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2859458.250000 Penalty: 4958.229980
	Iteration 41Q: 3 clusters Score -2859458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2859454.500000 Penalty: 4958.229980
	Iteration 42Q: 3 clusters Score -2859454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2859452.750000 Penalty: 4958.229980
	Iteration 43Q: 3 clusters Score -2859453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2859456.000000 Penalty: 4958.229980
	Iteration 44Q: 3 clusters Score -2859456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2859461.500000 Penalty: 4958.229980
	Iteration 45Q: 3 clusters Score -2859462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2859468.000000 Penalty: 4958.229980
	Iteration 46Q: 3 clusters Score -2859468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2859472.250000 Penalty: 4958.229980
	Iteration 47Q: 3 clusters Score -2859472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2859474.250000 Penalty: 4958.229980
	Iteration 48Q: 3 clusters Score -2859474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2859480.750000 Penalty: 4958.229980
	Iteration 49Q: 3 clusters Score -2859481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2859480.500000 Penalty: 4958.229980
	Iteration 50Q: 3 clusters Score -2859480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2859485.000000 Penalty: 4958.229980
	Iteration 51Q: 3 clusters Score -2859485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2859482.000000 Penalty: 4958.229980
	Iteration 52Q: 3 clusters Score -2859482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2859479.750000 Penalty: 4958.229980
	Iteration 53Q: 3 clusters Score -2859480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2859479.750000 Penalty: 4958.229980
	Iteration 54Q: 3 clusters Score -2859480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2859478.750000 Penalty: 4958.229980
	Iteration 55Q: 3 clusters Score -2859479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2859477.250000 Penalty: 4958.229980
	Iteration 56Q: 3 clusters Score -2859477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2859479.000000 Penalty: 4958.229980
	Iteration 57Q: 3 clusters Score -2859479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2859482.750000 Penalty: 4958.229980
	Iteration 58Q: 3 clusters Score -2859483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2859480.250000 Penalty: 4958.229980
	Iteration 59Q: 3 clusters Score -2859480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2859481.500000 Penalty: 4958.229980
	Iteration 60F: 3 clusters Score -2859482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2859482.500000 Penalty: 4958.229980
	Iteration 61Q: 3 clusters Score -2859482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2859484.250000 Penalty: 4958.229980
	Iteration 62Q: 3 clusters Score -2859484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2859484.500000 Penalty: 4958.229980
	Iteration 63Q: 3 clusters Score -2859484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2859484.500000 Penalty: 4958.229980
	Iteration 64F: 3 clusters Score -2859484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108419.234375 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108419.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108641.093750 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108641.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108717.265625 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108717.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108752.687500 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108783.320312 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108807.257812 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108807.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108817.585938 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108825.531250 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108829.875000 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108831.492188 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108833.187500 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108833.187500 Penalty: 3345.053223
	Iteration 11F: 3 clusters Score -108833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -1370894.875000 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -1370895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1362981.750000 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -1362982 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1365400.000000 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -1365400 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1365762.750000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -1365763 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1366088.250000 Penalty: 4584.672852
	Iteration 3F: 3 clusters Score -1366088 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1366446.750000 Penalty: 4584.672852
	Iteration 4F: 3 clusters Score -1366447 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1366825.500000 Penalty: 4584.672852
	Iteration 5F: 3 clusters Score -1366826 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1367211.875000 Penalty: 4584.672852
	Iteration 6F: 3 clusters Score -1367212 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1367602.375000 Penalty: 4584.672852
	Iteration 7F: 3 clusters Score -1367602 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1367919.000000 Penalty: 4584.672852
	Iteration 8Q: 3 clusters Score -1367919 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1368150.500000 Penalty: 4584.672852
	Iteration 9Q: 3 clusters Score -1368150 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1368298.000000 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -1368298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1368389.125000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -1368389 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1368432.875000 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -1368433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1368461.125000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -1368461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1368475.625000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -1368476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1368492.625000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -1368493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1368505.625000 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -1368506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1368516.125000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -1368516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1368514.875000 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -1368515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1368515.125000 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -1368515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1368517.000000 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -1368517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1368520.500000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -1368520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1368516.500000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -1368516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1368522.750000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -1368523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1368521.875000 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -1368522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1368522.500000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -1368522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1368523.125000 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -1368523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1368523.250000 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -1368523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1368525.000000 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -1368525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1368523.125000 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -1368523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1368522.750000 Penalty: 4584.672852
	Iteration 30Q: 3 clusters Score -1368523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1368524.375000 Penalty: 4584.672852
	Iteration 31Q: 3 clusters Score -1368524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1368525.000000 Penalty: 4584.672852
	Iteration 32Q: 3 clusters Score -1368525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1368525.000000 Penalty: 4584.672852
	Iteration 33F: 3 clusters Score -1368525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -1012640.562500 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -1012641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1006048.625000 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -1006049 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1007939.000000 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -1007939 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1008298.937500 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -1008299 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1008636.562500 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -1008637 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1009005.312500 Penalty: 4486.843262
	Iteration 4F: 3 clusters Score -1009005 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1009388.125000 Penalty: 4486.843262
	Iteration 5F: 3 clusters Score -1009388 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1009721.437500 Penalty: 4486.843262
	Iteration 6F: 3 clusters Score -1009721 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1009995.437500 Penalty: 4486.843262
	Iteration 7Q: 3 clusters Score -1009995 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1010211.437500 Penalty: 4486.843262
	Iteration 8Q: 3 clusters Score -1010211 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1010379.500000 Penalty: 4486.843262
	Iteration 9Q: 3 clusters Score -1010380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1010501.000000 Penalty: 4486.843262
	Iteration 10Q: 3 clusters Score -1010501 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1010595.000000 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -1010595 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1010666.562500 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -1010667 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1010744.687500 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -1010745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1010827.250000 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -1010827 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1010915.437500 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -1010915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1011030.375000 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -1011030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1011142.812500 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -1011143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1011229.625000 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -1011230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1011290.562500 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -1011291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1011346.687500 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -1011347 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1011404.750000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -1011405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1011446.437500 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -1011446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1011476.312500 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -1011476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1011499.312500 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -1011499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1011513.312500 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -1011513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1011524.562500 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -1011525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1011539.500000 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -1011540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1011552.125000 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -1011552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1011557.812500 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -1011558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1011564.750000 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -1011565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1011569.562500 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -1011570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1011574.187500 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -1011574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1011573.625000 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -1011574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1011575.250000 Penalty: 4486.843262
	Iteration 34Q: 3 clusters Score -1011575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1011579.250000 Penalty: 4486.843262
	Iteration 35Q: 3 clusters Score -1011579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1011582.625000 Penalty: 4486.843262
	Iteration 36Q: 3 clusters Score -1011583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1011586.625000 Penalty: 4486.843262
	Iteration 37Q: 3 clusters Score -1011587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011593.437500 Penalty: 4486.843262
	Iteration 38Q: 3 clusters Score -1011593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1011597.500000 Penalty: 4486.843262
	Iteration 39Q: 3 clusters Score -1011598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1011604.812500 Penalty: 4486.843262
	Iteration 40F: 3 clusters Score -1011605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1011611.625000 Penalty: 4486.843262
	Iteration 41Q: 3 clusters Score -1011612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1011619.750000 Penalty: 4486.843262
	Iteration 42Q: 3 clusters Score -1011620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1011630.687500 Penalty: 4486.843262
	Iteration 43Q: 3 clusters Score -1011631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1011634.062500 Penalty: 4486.843262
	Iteration 44Q: 3 clusters Score -1011634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1011642.250000 Penalty: 4486.843262
	Iteration 45Q: 3 clusters Score -1011642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1011649.250000 Penalty: 4486.843262
	Iteration 46Q: 3 clusters Score -1011649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1011654.437500 Penalty: 4486.843262
	Iteration 47Q: 3 clusters Score -1011654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1011661.000000 Penalty: 4486.843262
	Iteration 48Q: 3 clusters Score -1011661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1011666.937500 Penalty: 4486.843262
	Iteration 49Q: 3 clusters Score -1011667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1011681.125000 Penalty: 4486.843262
	Iteration 50Q: 3 clusters Score -1011681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1011685.250000 Penalty: 4486.843262
	Iteration 51Q: 3 clusters Score -1011685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1011688.250000 Penalty: 4486.843262
	Iteration 52Q: 3 clusters Score -1011688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1011694.312500 Penalty: 4486.843262
	Iteration 53Q: 3 clusters Score -1011694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1011696.875000 Penalty: 4486.843262
	Iteration 54Q: 3 clusters Score -1011697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1011697.250000 Penalty: 4486.843262
	Iteration 55Q: 3 clusters Score -1011697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1011700.125000 Penalty: 4486.843262
	Iteration 56Q: 3 clusters Score -1011700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1011702.437500 Penalty: 4486.843262
	Iteration 57Q: 3 clusters Score -1011702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1011700.187500 Penalty: 4486.843262
	Iteration 58Q: 3 clusters Score -1011700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1011707.312500 Penalty: 4486.843262
	Iteration 59Q: 3 clusters Score -1011707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1011706.437500 Penalty: 4486.843262
	Iteration 60F: 3 clusters Score -1011706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1011707.125000 Penalty: 4486.843262
	Iteration 61Q: 3 clusters Score -1011707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1011707.312500 Penalty: 4486.843262
	Iteration 62Q: 3 clusters Score -1011707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1011708.750000 Penalty: 4486.843262
	Iteration 63Q: 3 clusters Score -1011709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1011709.375000 Penalty: 4486.843262
	Iteration 64Q: 3 clusters Score -1011709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1011709.375000 Penalty: 4486.843262
	Iteration 65F: 3 clusters Score -1011709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Entering Unmasked Estep 
Score: -659014.250000 Penalty: 2109.119141
	Iteration 0F: 2 clusters Score -659014.2 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 2529 members 
Entering Unmasked Estep 
Score: -654519.875000 Penalty: 4218.238281
	Iteration 0F: 3 clusters Score -654519.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -655568.375000 Penalty: 4218.238281
	Iteration 1F: 3 clusters Score -655568.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -655779.000000 Penalty: 4218.238281
	Iteration 2F: 3 clusters Score -655779 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -655907.812500 Penalty: 4218.238281
	Iteration 3Q: 3 clusters Score -655907.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -656010.062500 Penalty: 4218.238281
	Iteration 4Q: 3 clusters Score -656010.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -656090.687500 Penalty: 4218.238281
	Iteration 5Q: 3 clusters Score -656090.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -656158.062500 Penalty: 4218.238281
	Iteration 6Q: 3 clusters Score -656158.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -656229.000000 Penalty: 4218.238281
	Iteration 7Q: 3 clusters Score -656229 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -656303.562500 Penalty: 4218.238281
	Iteration 8Q: 3 clusters Score -656303.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -656368.500000 Penalty: 4218.238281
	Iteration 9Q: 3 clusters Score -656368.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -656434.312500 Penalty: 4218.238281
	Iteration 10Q: 3 clusters Score -656434.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -656505.437500 Penalty: 4218.238281
	Iteration 11Q: 3 clusters Score -656505.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -656571.062500 Penalty: 4218.238281
	Iteration 12Q: 3 clusters Score -656571.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -656645.500000 Penalty: 4218.238281
	Iteration 13Q: 3 clusters Score -656645.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -656710.687500 Penalty: 4218.238281
	Iteration 14Q: 3 clusters Score -656710.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -656775.312500 Penalty: 4218.238281
	Iteration 15Q: 3 clusters Score -656775.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -656839.750000 Penalty: 4218.238281
	Iteration 16Q: 3 clusters Score -656839.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -656910.875000 Penalty: 4218.238281
	Iteration 17Q: 3 clusters Score -656910.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -656964.437500 Penalty: 4218.238281
	Iteration 18Q: 3 clusters Score -656964.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -657008.437500 Penalty: 4218.238281
	Iteration 19Q: 3 clusters Score -657008.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -657053.937500 Penalty: 4218.238281
	Iteration 20F: 3 clusters Score -657053.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -657093.687500 Penalty: 4218.238281
	Iteration 21Q: 3 clusters Score -657093.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -657130.187500 Penalty: 4218.238281
	Iteration 22Q: 3 clusters Score -657130.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -657149.000000 Penalty: 4218.238281
	Iteration 23Q: 3 clusters Score -657149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -657172.250000 Penalty: 4218.238281
	Iteration 24Q: 3 clusters Score -657172.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -657196.187500 Penalty: 4218.238281
	Iteration 25Q: 3 clusters Score -657196.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -657219.375000 Penalty: 4218.238281
	Iteration 26Q: 3 clusters Score -657219.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -657233.625000 Penalty: 4218.238281
	Iteration 27Q: 3 clusters Score -657233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -657246.437500 Penalty: 4218.238281
	Iteration 28Q: 3 clusters Score -657246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -657257.562500 Penalty: 4218.238281
	Iteration 29Q: 3 clusters Score -657257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -657263.062500 Penalty: 4218.238281
	Iteration 30Q: 3 clusters Score -657263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -657267.437500 Penalty: 4218.238281
	Iteration 31Q: 3 clusters Score -657267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -657270.437500 Penalty: 4218.238281
	Iteration 32Q: 3 clusters Score -657270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -657272.250000 Penalty: 4218.238281
	Iteration 33Q: 3 clusters Score -657272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -657279.437500 Penalty: 4218.238281
	Iteration 34Q: 3 clusters Score -657279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -657286.812500 Penalty: 4218.238281
	Iteration 35Q: 3 clusters Score -657286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -657290.062500 Penalty: 4218.238281
	Iteration 36Q: 3 clusters Score -657290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -657292.937500 Penalty: 4218.238281
	Iteration 37Q: 3 clusters Score -657292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -657296.250000 Penalty: 4218.238281
	Iteration 38Q: 3 clusters Score -657296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -657295.750000 Penalty: 4218.238281
	Iteration 39Q: 3 clusters Score -657295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -657295.750000 Penalty: 4218.238281
	Iteration 40F: 3 clusters Score -657295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Entering Unmasked Estep 
Score: -1981573.375000 Penalty: 2388.363281
	Iteration 0F: 2 clusters Score -1981573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1970628.375000 Penalty: 4776.726562
	Iteration 0F: 3 clusters Score -1970628 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1974116.625000 Penalty: 4776.726562
	Iteration 1F: 3 clusters Score -1974117 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1974498.500000 Penalty: 4776.726562
	Iteration 2F: 3 clusters Score -1974498 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1974855.125000 Penalty: 4776.726562
	Iteration 3Q: 3 clusters Score -1974855 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1975288.250000 Penalty: 4776.726562
	Iteration 4Q: 3 clusters Score -1975288 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1975926.000000 Penalty: 4776.726562
	Iteration 5F: 3 clusters Score -1975926 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1976785.875000 Penalty: 4776.726562
	Iteration 6F: 3 clusters Score -1976786 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1977753.625000 Penalty: 4776.726562
	Iteration 7F: 3 clusters Score -1977754 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1978548.750000 Penalty: 4776.726562
	Iteration 8F: 3 clusters Score -1978549 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1979059.375000 Penalty: 4776.726562
	Iteration 9Q: 3 clusters Score -1979059 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1979350.000000 Penalty: 4776.726562
	Iteration 10Q: 3 clusters Score -1979350 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1979517.125000 Penalty: 4776.726562
	Iteration 11Q: 3 clusters Score -1979517 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1979616.375000 Penalty: 4776.726562
	Iteration 12Q: 3 clusters Score -1979616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1979683.000000 Penalty: 4776.726562
	Iteration 13Q: 3 clusters Score -1979683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1979712.750000 Penalty: 4776.726562
	Iteration 14Q: 3 clusters Score -1979713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1979734.500000 Penalty: 4776.726562
	Iteration 15Q: 3 clusters Score -1979734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1979751.125000 Penalty: 4776.726562
	Iteration 16Q: 3 clusters Score -1979751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1979751.625000 Penalty: 4776.726562
	Iteration 17Q: 3 clusters Score -1979752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1979760.250000 Penalty: 4776.726562
	Iteration 18Q: 3 clusters Score -1979760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1979770.375000 Penalty: 4776.726562
	Iteration 19Q: 3 clusters Score -1979770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1979782.000000 Penalty: 4776.726562
	Iteration 20F: 3 clusters Score -1979782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1979795.375000 Penalty: 4776.726562
	Iteration 21Q: 3 clusters Score -1979795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1979811.000000 Penalty: 4776.726562
	Iteration 22Q: 3 clusters Score -1979811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1979833.500000 Penalty: 4776.726562
	Iteration 23Q: 3 clusters Score -1979834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1979839.625000 Penalty: 4776.726562
	Iteration 24Q: 3 clusters Score -1979840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1979849.125000 Penalty: 4776.726562
	Iteration 25Q: 3 clusters Score -1979849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1979862.250000 Penalty: 4776.726562
	Iteration 26Q: 3 clusters Score -1979862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1979865.375000 Penalty: 4776.726562
	Iteration 27Q: 3 clusters Score -1979865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1979879.625000 Penalty: 4776.726562
	Iteration 28Q: 3 clusters Score -1979880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1979890.125000 Penalty: 4776.726562
	Iteration 29Q: 3 clusters Score -1979890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1979906.375000 Penalty: 4776.726562
	Iteration 30Q: 3 clusters Score -1979906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1979916.500000 Penalty: 4776.726562
	Iteration 31Q: 3 clusters Score -1979916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1979920.750000 Penalty: 4776.726562
	Iteration 32Q: 3 clusters Score -1979921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1979936.250000 Penalty: 4776.726562
	Iteration 33Q: 3 clusters Score -1979936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1979953.625000 Penalty: 4776.726562
	Iteration 34Q: 3 clusters Score -1979954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1979972.625000 Penalty: 4776.726562
	Iteration 35Q: 3 clusters Score -1979973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1979989.625000 Penalty: 4776.726562
	Iteration 36Q: 3 clusters Score -1979990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1980003.750000 Penalty: 4776.726562
	Iteration 37Q: 3 clusters Score -1980004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1980021.000000 Penalty: 4776.726562
	Iteration 38Q: 3 clusters Score -1980021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1980040.375000 Penalty: 4776.726562
	Iteration 39Q: 3 clusters Score -1980040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1980051.250000 Penalty: 4776.726562
	Iteration 40F: 3 clusters Score -1980051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1980065.625000 Penalty: 4776.726562
	Iteration 41Q: 3 clusters Score -1980066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1980079.375000 Penalty: 4776.726562
	Iteration 42Q: 3 clusters Score -1980079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1980095.625000 Penalty: 4776.726562
	Iteration 43Q: 3 clusters Score -1980096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1980111.125000 Penalty: 4776.726562
	Iteration 44Q: 3 clusters Score -1980111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1980116.125000 Penalty: 4776.726562
	Iteration 45Q: 3 clusters Score -1980116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1980135.000000 Penalty: 4776.726562
	Iteration 46Q: 3 clusters Score -1980135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1980158.000000 Penalty: 4776.726562
	Iteration 47Q: 3 clusters Score -1980158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1980170.875000 Penalty: 4776.726562
	Iteration 48Q: 3 clusters Score -1980171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1980182.375000 Penalty: 4776.726562
	Iteration 49Q: 3 clusters Score -1980182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1980192.125000 Penalty: 4776.726562
	Iteration 50Q: 3 clusters Score -1980192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1980201.500000 Penalty: 4776.726562
	Iteration 51Q: 3 clusters Score -1980202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1980205.375000 Penalty: 4776.726562
	Iteration 52Q: 3 clusters Score -1980205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1980208.000000 Penalty: 4776.726562
	Iteration 53Q: 3 clusters Score -1980208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1980209.000000 Penalty: 4776.726562
	Iteration 54Q: 3 clusters Score -1980209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1980214.250000 Penalty: 4776.726562
	Iteration 55Q: 3 clusters Score -1980214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1980215.250000 Penalty: 4776.726562
	Iteration 56Q: 3 clusters Score -1980215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1980211.500000 Penalty: 4776.726562
	Iteration 57Q: 3 clusters Score -1980212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1980214.500000 Penalty: 4776.726562
	Iteration 58Q: 3 clusters Score -1980214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1980214.125000 Penalty: 4776.726562
	Iteration 59Q: 3 clusters Score -1980214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1980216.500000 Penalty: 4776.726562
	Iteration 60F: 3 clusters Score -1980216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1526653.125000 Penalty: 2311.204834
	Iteration 0F: 2 clusters Score -1526653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1518196.375000 Penalty: 4622.409668
	Iteration 0F: 3 clusters Score -1518196 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1520616.375000 Penalty: 4622.409668
	Iteration 1F: 3 clusters Score -1520616 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1520949.125000 Penalty: 4622.409668
	Iteration 2F: 3 clusters Score -1520949 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1521238.375000 Penalty: 4622.409668
	Iteration 3F: 3 clusters Score -1521238 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1521525.750000 Penalty: 4622.409668
	Iteration 4Q: 3 clusters Score -1521526 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1521840.125000 Penalty: 4622.409668
	Iteration 5Q: 3 clusters Score -1521840 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1522197.000000 Penalty: 4622.409668
	Iteration 6Q: 3 clusters Score -1522197 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1522595.875000 Penalty: 4622.409668
	Iteration 7F: 3 clusters Score -1522596 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1523050.375000 Penalty: 4622.409668
	Iteration 8F: 3 clusters Score -1523050 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1523483.125000 Penalty: 4622.409668
	Iteration 9Q: 3 clusters Score -1523483 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1523835.875000 Penalty: 4622.409668
	Iteration 10Q: 3 clusters Score -1523836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1524094.500000 Penalty: 4622.409668
	Iteration 11Q: 3 clusters Score -1524094 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1524268.500000 Penalty: 4622.409668
	Iteration 12Q: 3 clusters Score -1524268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1524417.500000 Penalty: 4622.409668
	Iteration 13Q: 3 clusters Score -1524418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1524497.500000 Penalty: 4622.409668
	Iteration 14Q: 3 clusters Score -1524498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1524541.500000 Penalty: 4622.409668
	Iteration 15Q: 3 clusters Score -1524542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1524572.000000 Penalty: 4622.409668
	Iteration 16Q: 3 clusters Score -1524572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1524587.500000 Penalty: 4622.409668
	Iteration 17Q: 3 clusters Score -1524588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1524599.750000 Penalty: 4622.409668
	Iteration 18Q: 3 clusters Score -1524600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1524602.250000 Penalty: 4622.409668
	Iteration 19Q: 3 clusters Score -1524602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1524604.125000 Penalty: 4622.409668
	Iteration 20F: 3 clusters Score -1524604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -212958.421875 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -212958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210418.906250 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -210418.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211081.296875 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -211081.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211961.734375 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -211961.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -212455.859375 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -212455.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -212815.656250 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -212815.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -213053.187500 Penalty: 3721.358154
	Iteration 5F: 3 clusters Score -213053.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -213249.546875 Penalty: 3721.358154
	Iteration 6F: 3 clusters Score -213249.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -213376.375000 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -213376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213464.187500 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -213464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -213523.078125 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -213523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -213554.171875 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -213554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -213569.953125 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -213570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -213587.250000 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -213587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -213597.015625 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -213597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -213601.218750 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -213601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -213606.328125 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -213606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -213607.953125 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -213608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -213612.765625 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -213612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -213619.406250 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -213619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -213627.984375 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -213628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -213637.859375 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -213637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -213640.265625 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -213640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -213645.953125 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -213646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -213649.750000 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -213649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -213651.656250 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -213651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -213652.500000 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -213652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -213654.109375 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -213654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -213654.375000 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -213654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -213654.375000 Penalty: 3721.358154
	Iteration 28F: 3 clusters Score -213654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60860 members 
Mstep: Class 6 contains 213151 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11152 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111117 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132134 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 85897 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21850 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31193 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227502 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 1568 members 
Entering Unmasked Estep 
Score: -181102944.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181104528.000000 to -181102944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -2395950.500000 Penalty: 2425.234375
	Iteration 0F: 2 clusters Score -2395950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2383366.500000 Penalty: 4850.468750
	Iteration 0F: 3 clusters Score -2383366 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2387471.750000 Penalty: 4850.468750
	Iteration 1F: 3 clusters Score -2387472 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2387948.500000 Penalty: 4850.468750
	Iteration 2F: 3 clusters Score -2387948 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2388495.500000 Penalty: 4850.468750
	Iteration 3F: 3 clusters Score -2388496 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2389168.250000 Penalty: 4850.468750
	Iteration 4F: 3 clusters Score -2389168 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2389934.250000 Penalty: 4850.468750
	Iteration 5F: 3 clusters Score -2389934 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2390799.750000 Penalty: 4850.468750
	Iteration 6F: 3 clusters Score -2390800 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2391592.250000 Penalty: 4850.468750
	Iteration 7F: 3 clusters Score -2391592 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2392099.500000 Penalty: 4850.468750
	Iteration 8F: 3 clusters Score -2392100 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2392444.750000 Penalty: 4850.468750
	Iteration 9Q: 3 clusters Score -2392445 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2392677.000000 Penalty: 4850.468750
	Iteration 10Q: 3 clusters Score -2392677 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2392848.250000 Penalty: 4850.468750
	Iteration 11Q: 3 clusters Score -2392848 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2393002.750000 Penalty: 4850.468750
	Iteration 12Q: 3 clusters Score -2393003 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2393122.500000 Penalty: 4850.468750
	Iteration 13Q: 3 clusters Score -2393122 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2393229.000000 Penalty: 4850.468750
	Iteration 14Q: 3 clusters Score -2393229 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2393331.750000 Penalty: 4850.468750
	Iteration 15Q: 3 clusters Score -2393332 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2393442.500000 Penalty: 4850.468750
	Iteration 16Q: 3 clusters Score -2393442 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2393554.000000 Penalty: 4850.468750
	Iteration 17Q: 3 clusters Score -2393554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2393656.500000 Penalty: 4850.468750
	Iteration 18Q: 3 clusters Score -2393656 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2393735.750000 Penalty: 4850.468750
	Iteration 19Q: 3 clusters Score -2393736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2393801.000000 Penalty: 4850.468750
	Iteration 20F: 3 clusters Score -2393801 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2393862.000000 Penalty: 4850.468750
	Iteration 21Q: 3 clusters Score -2393862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2393909.250000 Penalty: 4850.468750
	Iteration 22Q: 3 clusters Score -2393909 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2393961.000000 Penalty: 4850.468750
	Iteration 23Q: 3 clusters Score -2393961 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2393999.000000 Penalty: 4850.468750
	Iteration 24Q: 3 clusters Score -2393999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2394029.250000 Penalty: 4850.468750
	Iteration 25Q: 3 clusters Score -2394029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2394062.000000 Penalty: 4850.468750
	Iteration 26Q: 3 clusters Score -2394062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2394085.750000 Penalty: 4850.468750
	Iteration 27Q: 3 clusters Score -2394086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2394097.000000 Penalty: 4850.468750
	Iteration 28Q: 3 clusters Score -2394097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2394106.250000 Penalty: 4850.468750
	Iteration 29Q: 3 clusters Score -2394106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2394117.750000 Penalty: 4850.468750
	Iteration 30Q: 3 clusters Score -2394118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2394127.250000 Penalty: 4850.468750
	Iteration 31Q: 3 clusters Score -2394127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2394136.750000 Penalty: 4850.468750
	Iteration 32Q: 3 clusters Score -2394137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2394134.000000 Penalty: 4850.468750
	Iteration 33Q: 3 clusters Score -2394134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2394143.250000 Penalty: 4850.468750
	Iteration 34Q: 3 clusters Score -2394143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2394143.750000 Penalty: 4850.468750
	Iteration 35Q: 3 clusters Score -2394144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2394141.000000 Penalty: 4850.468750
	Iteration 36Q: 3 clusters Score -2394141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2394146.250000 Penalty: 4850.468750
	Iteration 37Q: 3 clusters Score -2394146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2394149.000000 Penalty: 4850.468750
	Iteration 38Q: 3 clusters Score -2394149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2394151.250000 Penalty: 4850.468750
	Iteration 39Q: 3 clusters Score -2394151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2394159.000000 Penalty: 4850.468750
	Iteration 40F: 3 clusters Score -2394159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2394164.500000 Penalty: 4850.468750
	Iteration 41Q: 3 clusters Score -2394164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2394165.000000 Penalty: 4850.468750
	Iteration 42Q: 3 clusters Score -2394165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2394165.000000 Penalty: 4850.468750
	Iteration 43F: 3 clusters Score -2394165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Entering Unmasked Estep 
Score: -14829394.000000 Penalty: 2881.347900
	Iteration 0F: 2 clusters Score -1.482939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -14755481.000000 Penalty: 5762.695801
	Iteration 0F: 3 clusters Score -1.475548e+07 nChanged 52620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -14785403.000000 Penalty: 5762.695801
	Iteration 1F: 3 clusters Score -1.47854e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -14786104.000000 Penalty: 5762.695801
	Iteration 2Q: 3 clusters Score -1.47861e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -14786765.000000 Penalty: 5762.695801
	Iteration 3Q: 3 clusters Score -1.478676e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -14787546.000000 Penalty: 5762.695801
	Iteration 4Q: 3 clusters Score -1.478755e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -14788430.000000 Penalty: 5762.695801
	Iteration 5Q: 3 clusters Score -1.478843e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -14789803.000000 Penalty: 5762.695801
	Iteration 6Q: 3 clusters Score -1.47898e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -14792520.000000 Penalty: 5762.695801
	Iteration 7Q: 3 clusters Score -1.479252e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -14797152.000000 Penalty: 5762.695801
	Iteration 8F: 3 clusters Score -1.479715e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -14804760.000000 Penalty: 5762.695801
	Iteration 9F: 3 clusters Score -1.480476e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -14813697.000000 Penalty: 5762.695801
	Iteration 10F: 3 clusters Score -1.48137e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -14821090.000000 Penalty: 5762.695801
	Iteration 11F: 3 clusters Score -1.482109e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
Score: -14824785.000000 Penalty: 5762.695801
	Iteration 12Q: 3 clusters Score -1.482478e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -14826136.000000 Penalty: 5762.695801
	Iteration 13Q: 3 clusters Score -1.482614e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -14826542.000000 Penalty: 5762.695801
	Iteration 14Q: 3 clusters Score -1.482654e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -14826685.000000 Penalty: 5762.695801
	Iteration 15Q: 3 clusters Score -1.482668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -14826782.000000 Penalty: 5762.695801
	Iteration 16Q: 3 clusters Score -1.482678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -14826838.000000 Penalty: 5762.695801
	Iteration 17Q: 3 clusters Score -1.482684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -14826858.000000 Penalty: 5762.695801
	Iteration 18Q: 3 clusters Score -1.482686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -14826876.000000 Penalty: 5762.695801
	Iteration 19Q: 3 clusters Score -1.482688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -14826894.000000 Penalty: 5762.695801
	Iteration 20F: 3 clusters Score -1.482689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -14826914.000000 Penalty: 5762.695801
	Iteration 21Q: 3 clusters Score -1.482691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -14826912.000000 Penalty: 5762.695801
	Iteration 22Q: 3 clusters Score -1.482691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -14826922.000000 Penalty: 5762.695801
	Iteration 23Q: 3 clusters Score -1.482692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -14826926.000000 Penalty: 5762.695801
	Iteration 24Q: 3 clusters Score -1.482693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14826938.000000 Penalty: 5762.695801
	Iteration 25Q: 3 clusters Score -1.482694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14826941.000000 Penalty: 5762.695801
	Iteration 26Q: 3 clusters Score -1.482694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14826944.000000 Penalty: 5762.695801
	Iteration 27Q: 3 clusters Score -1.482694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -14826937.000000 Penalty: 5762.695801
	Iteration 28Q: 3 clusters Score -1.482694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -14826941.000000 Penalty: 5762.695801
	Iteration 29Q: 3 clusters Score -1.482694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14826934.000000 Penalty: 5762.695801
	Iteration 30Q: 3 clusters Score -1.482693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14826934.000000 Penalty: 5762.695801
	Iteration 31F: 3 clusters Score -1.482693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Entering Unmasked Estep 
Score: -16705869.000000 Penalty: 2914.389893
	Iteration 0F: 2 clusters Score -1.670587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -16621508.000000 Penalty: 5828.779785
	Iteration 0F: 3 clusters Score -1.662151e+07 nChanged 60273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -16656023.000000 Penalty: 5828.779785
	Iteration 1F: 3 clusters Score -1.665602e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -16657063.000000 Penalty: 5828.779785
	Iteration 2Q: 3 clusters Score -1.665706e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -16658694.000000 Penalty: 5828.779785
	Iteration 3Q: 3 clusters Score -1.665869e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -16660864.000000 Penalty: 5828.779785
	Iteration 4Q: 3 clusters Score -1.666086e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -16664532.000000 Penalty: 5828.779785
	Iteration 5F: 3 clusters Score -1.666453e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -16669848.000000 Penalty: 5828.779785
	Iteration 6F: 3 clusters Score -1.666985e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -16676947.000000 Penalty: 5828.779785
	Iteration 7F: 3 clusters Score -1.667695e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -16684592.000000 Penalty: 5828.779785
	Iteration 8F: 3 clusters Score -1.668459e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -16691533.000000 Penalty: 5828.779785
	Iteration 9F: 3 clusters Score -1.669153e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -16696729.000000 Penalty: 5828.779785
	Iteration 10Q: 3 clusters Score -1.669673e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -16700035.000000 Penalty: 5828.779785
	Iteration 11Q: 3 clusters Score -1.670004e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -16701679.000000 Penalty: 5828.779785
	Iteration 12Q: 3 clusters Score -1.670168e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -16702475.000000 Penalty: 5828.779785
	Iteration 13Q: 3 clusters Score -1.670248e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -16702842.000000 Penalty: 5828.779785
	Iteration 14Q: 3 clusters Score -1.670284e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -16703008.000000 Penalty: 5828.779785
	Iteration 15Q: 3 clusters Score -1.670301e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -16703098.000000 Penalty: 5828.779785
	Iteration 16Q: 3 clusters Score -1.67031e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -16703164.000000 Penalty: 5828.779785
	Iteration 17Q: 3 clusters Score -1.670316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -16703202.000000 Penalty: 5828.779785
	Iteration 18Q: 3 clusters Score -1.67032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 126561 members 
Entering Unmasked Estep 
Score: -16703220.000000 Penalty: 5828.779785
	Iteration 19Q: 3 clusters Score -1.670322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -16703236.000000 Penalty: 5828.779785
	Iteration 20F: 3 clusters Score -1.670324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -16703252.000000 Penalty: 5828.779785
	Iteration 21Q: 3 clusters Score -1.670325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -16703272.000000 Penalty: 5828.779785
	Iteration 22Q: 3 clusters Score -1.670327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 126593 members 
Entering Unmasked Estep 
Score: -16703284.000000 Penalty: 5828.779785
	Iteration 23Q: 3 clusters Score -1.670328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -16703287.000000 Penalty: 5828.779785
	Iteration 24Q: 3 clusters Score -1.670329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -16703290.000000 Penalty: 5828.779785
	Iteration 25Q: 3 clusters Score -1.670329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -16703290.000000 Penalty: 5828.779785
	Iteration 26F: 3 clusters Score -1.670329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Entering Unmasked Estep 
Score: -16457654.000000 Penalty: 2924.309814
	Iteration 0F: 2 clusters Score -1.645765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -16369283.000000 Penalty: 5848.619629
	Iteration 0F: 3 clusters Score -1.636928e+07 nChanged 62922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -16405705.000000 Penalty: 5848.619629
	Iteration 1F: 3 clusters Score -1.64057e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -16407152.000000 Penalty: 5848.619629
	Iteration 2Q: 3 clusters Score -1.640715e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -16408875.000000 Penalty: 5848.619629
	Iteration 3Q: 3 clusters Score -1.640888e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -16411265.000000 Penalty: 5848.619629
	Iteration 4Q: 3 clusters Score -1.641126e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -16414296.000000 Penalty: 5848.619629
	Iteration 5Q: 3 clusters Score -1.64143e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -16418150.000000 Penalty: 5848.619629
	Iteration 6F: 3 clusters Score -1.641815e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -16422673.000000 Penalty: 5848.619629
	Iteration 7F: 3 clusters Score -1.642267e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -16427050.000000 Penalty: 5848.619629
	Iteration 8F: 3 clusters Score -1.642705e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -16430732.000000 Penalty: 5848.619629
	Iteration 9F: 3 clusters Score -1.643073e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -16433713.000000 Penalty: 5848.619629
	Iteration 10Q: 3 clusters Score -1.643371e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -16435689.000000 Penalty: 5848.619629
	Iteration 11Q: 3 clusters Score -1.643569e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -16437186.000000 Penalty: 5848.619629
	Iteration 12Q: 3 clusters Score -1.643719e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -16437910.000000 Penalty: 5848.619629
	Iteration 13Q: 3 clusters Score -1.643791e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -16438328.000000 Penalty: 5848.619629
	Iteration 14Q: 3 clusters Score -1.643833e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -16438697.000000 Penalty: 5848.619629
	Iteration 15Q: 3 clusters Score -1.64387e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -16439105.000000 Penalty: 5848.619629
	Iteration 16Q: 3 clusters Score -1.64391e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -16439469.000000 Penalty: 5848.619629
	Iteration 17Q: 3 clusters Score -1.643947e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -16439810.000000 Penalty: 5848.619629
	Iteration 18Q: 3 clusters Score -1.643981e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -16440195.000000 Penalty: 5848.619629
	Iteration 19Q: 3 clusters Score -1.64402e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -16440606.000000 Penalty: 5848.619629
	Iteration 20F: 3 clusters Score -1.644061e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -16441097.000000 Penalty: 5848.619629
	Iteration 21Q: 3 clusters Score -1.64411e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -16441617.000000 Penalty: 5848.619629
	Iteration 22Q: 3 clusters Score -1.644162e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -16442341.000000 Penalty: 5848.619629
	Iteration 23Q: 3 clusters Score -1.644234e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -16442999.000000 Penalty: 5848.619629
	Iteration 24Q: 3 clusters Score -1.6443e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -16443755.000000 Penalty: 5848.619629
	Iteration 25Q: 3 clusters Score -1.644376e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 107692 members 
Entering Unmasked Estep 
Score: -16444611.000000 Penalty: 5848.619629
	Iteration 26Q: 3 clusters Score -1.644461e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -16445523.000000 Penalty: 5848.619629
	Iteration 27Q: 3 clusters Score -1.644552e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -16446495.000000 Penalty: 5848.619629
	Iteration 28Q: 3 clusters Score -1.64465e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -16447533.000000 Penalty: 5848.619629
	Iteration 29Q: 3 clusters Score -1.644753e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 116599 members 
Entering Unmasked Estep 
Score: -16448636.000000 Penalty: 5848.619629
	Iteration 30Q: 3 clusters Score -1.644864e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -16449643.000000 Penalty: 5848.619629
	Iteration 31Q: 3 clusters Score -1.644964e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -16450646.000000 Penalty: 5848.619629
	Iteration 32Q: 3 clusters Score -1.645065e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -16451483.000000 Penalty: 5848.619629
	Iteration 33Q: 3 clusters Score -1.645148e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -16452235.000000 Penalty: 5848.619629
	Iteration 34Q: 3 clusters Score -1.645224e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -16452879.000000 Penalty: 5848.619629
	Iteration 35Q: 3 clusters Score -1.645288e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 124880 members 
Entering Unmasked Estep 
Score: -16453450.000000 Penalty: 5848.619629
	Iteration 36Q: 3 clusters Score -1.645345e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -16453973.000000 Penalty: 5848.619629
	Iteration 37Q: 3 clusters Score -1.645397e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -16454302.000000 Penalty: 5848.619629
	Iteration 38Q: 3 clusters Score -1.64543e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -16454477.000000 Penalty: 5848.619629
	Iteration 39Q: 3 clusters Score -1.645448e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -16454720.000000 Penalty: 5848.619629
	Iteration 40F: 3 clusters Score -1.645472e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -16454843.000000 Penalty: 5848.619629
	Iteration 41Q: 3 clusters Score -1.645484e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -16454932.000000 Penalty: 5848.619629
	Iteration 42Q: 3 clusters Score -1.645493e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -16454993.000000 Penalty: 5848.619629
	Iteration 43Q: 3 clusters Score -1.645499e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -16454979.000000 Penalty: 5848.619629
	Iteration 44Q: 3 clusters Score -1.645498e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -16455010.000000 Penalty: 5848.619629
	Iteration 45Q: 3 clusters Score -1.645501e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -16455053.000000 Penalty: 5848.619629
	Iteration 46Q: 3 clusters Score -1.645505e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 127965 members 
Entering Unmasked Estep 
Score: -16455063.000000 Penalty: 5848.619629
	Iteration 47Q: 3 clusters Score -1.645506e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -16455069.000000 Penalty: 5848.619629
	Iteration 48Q: 3 clusters Score -1.645507e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -16455097.000000 Penalty: 5848.619629
	Iteration 49Q: 3 clusters Score -1.64551e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -16455094.000000 Penalty: 5848.619629
	Iteration 50Q: 3 clusters Score -1.645509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -16455096.000000 Penalty: 5848.619629
	Iteration 51Q: 3 clusters Score -1.64551e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -16455096.000000 Penalty: 5848.619629
	Iteration 52Q: 3 clusters Score -1.64551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -16455127.000000 Penalty: 5848.619629
	Iteration 53Q: 3 clusters Score -1.645513e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -16455163.000000 Penalty: 5848.619629
	Iteration 54Q: 3 clusters Score -1.645516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -16455175.000000 Penalty: 5848.619629
	Iteration 55Q: 3 clusters Score -1.645518e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 128564 members 
Entering Unmasked Estep 
Score: -16455194.000000 Penalty: 5848.619629
	Iteration 56Q: 3 clusters Score -1.645519e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -16455172.000000 Penalty: 5848.619629
	Iteration 57Q: 3 clusters Score -1.645517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -16455202.000000 Penalty: 5848.619629
	Iteration 58Q: 3 clusters Score -1.64552e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 128700 members 
Entering Unmasked Estep 
Score: -16455216.000000 Penalty: 5848.619629
	Iteration 59Q: 3 clusters Score -1.645522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -16455216.000000 Penalty: 5848.619629
	Iteration 60F: 3 clusters Score -1.645522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 128787 members 
Entering Unmasked Estep 
Score: -16455225.000000 Penalty: 5848.619629
	Iteration 61Q: 3 clusters Score -1.645522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -16455239.000000 Penalty: 5848.619629
	Iteration 62Q: 3 clusters Score -1.645524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -16455230.000000 Penalty: 5848.619629
	Iteration 63Q: 3 clusters Score -1.645523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -16455256.000000 Penalty: 5848.619629
	Iteration 64Q: 3 clusters Score -1.645526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -16455252.000000 Penalty: 5848.619629
	Iteration 65Q: 3 clusters Score -1.645525e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -16455256.000000 Penalty: 5848.619629
	Iteration 66Q: 3 clusters Score -1.645526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -16455260.000000 Penalty: 5848.619629
	Iteration 67Q: 3 clusters Score -1.645526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
Score: -16455260.000000 Penalty: 5848.619629
	Iteration 68Q: 3 clusters Score -1.645526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 129124 members 
Entering Unmasked Estep 
Score: -16455262.000000 Penalty: 5848.619629
	Iteration 69Q: 3 clusters Score -1.645526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 129167 members 
Entering Unmasked Estep 
Score: -16455257.000000 Penalty: 5848.619629
	Iteration 70Q: 3 clusters Score -1.645526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -16455252.000000 Penalty: 5848.619629
	Iteration 71Q: 3 clusters Score -1.645525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -16455276.000000 Penalty: 5848.619629
	Iteration 72Q: 3 clusters Score -1.645528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -16455286.000000 Penalty: 5848.619629
	Iteration 73Q: 3 clusters Score -1.645529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 129279 members 
Entering Unmasked Estep 
Score: -16455297.000000 Penalty: 5848.619629
	Iteration 74Q: 3 clusters Score -1.64553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 129302 members 
Entering Unmasked Estep 
Score: -16455296.000000 Penalty: 5848.619629
	Iteration 75Q: 3 clusters Score -1.64553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -16455302.000000 Penalty: 5848.619629
	Iteration 76Q: 3 clusters Score -1.64553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -16455288.000000 Penalty: 5848.619629
	Iteration 77Q: 3 clusters Score -1.645529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -16455290.000000 Penalty: 5848.619629
	Iteration 78Q: 3 clusters Score -1.645529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -16455264.000000 Penalty: 5848.619629
	Iteration 79Q: 3 clusters Score -1.645526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -16455257.000000 Penalty: 5848.619629
	Iteration 80F: 3 clusters Score -1.645526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -16455269.000000 Penalty: 5848.619629
	Iteration 81Q: 3 clusters Score -1.645527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -16455260.000000 Penalty: 5848.619629
	Iteration 82Q: 3 clusters Score -1.645526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 129426 members 
Entering Unmasked Estep 
Score: -16455264.000000 Penalty: 5848.619629
	Iteration 83Q: 3 clusters Score -1.645526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -16455280.000000 Penalty: 5848.619629
	Iteration 84Q: 3 clusters Score -1.645528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -16455286.000000 Penalty: 5848.619629
	Iteration 85Q: 3 clusters Score -1.645529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 129454 members 
Entering Unmasked Estep 
Score: -16455271.000000 Penalty: 5848.619629
	Iteration 86Q: 3 clusters Score -1.645527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 129465 members 
Entering Unmasked Estep 
Score: -16455301.000000 Penalty: 5848.619629
	Iteration 87Q: 3 clusters Score -1.64553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -16455286.000000 Penalty: 5848.619629
	Iteration 88Q: 3 clusters Score -1.645529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -16455282.000000 Penalty: 5848.619629
	Iteration 89Q: 3 clusters Score -1.645528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 129494 members 
Entering Unmasked Estep 
Score: -16455277.000000 Penalty: 5848.619629
	Iteration 90Q: 3 clusters Score -1.645528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -16455290.000000 Penalty: 5848.619629
	Iteration 91Q: 3 clusters Score -1.645529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -16455303.000000 Penalty: 5848.619629
	Iteration 92Q: 3 clusters Score -1.64553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 129518 members 
Entering Unmasked Estep 
Score: -16455306.000000 Penalty: 5848.619629
	Iteration 93Q: 3 clusters Score -1.645531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -16455317.000000 Penalty: 5848.619629
	Iteration 94Q: 3 clusters Score -1.645532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -16455320.000000 Penalty: 5848.619629
	Iteration 95Q: 3 clusters Score -1.645532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 129541 members 
Entering Unmasked Estep 
Score: -16455313.000000 Penalty: 5848.619629
	Iteration 96Q: 3 clusters Score -1.645531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -16455316.000000 Penalty: 5848.619629
	Iteration 97Q: 3 clusters Score -1.645532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -16455318.000000 Penalty: 5848.619629
	Iteration 98Q: 3 clusters Score -1.645532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 129546 members 
Entering Unmasked Estep 
Score: -16455337.000000 Penalty: 5848.619629
	Iteration 99Q: 3 clusters Score -1.645534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 129547 members 
Entering Unmasked Estep 
Score: -16455330.000000 Penalty: 5848.619629
	Iteration 100F: 3 clusters Score -1.645533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66917.351562 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66917.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67138.609375 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67138.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67213.453125 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67213.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67249.906250 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67249.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67274.578125 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67274.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67301.250000 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67301.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67332.359375 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67332.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67358.445312 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67358.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67373.289062 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67373.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67383.968750 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -67383.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67394.812500 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -67394.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67397.937500 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -67397.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67397.937500 Penalty: 3132.417725
	Iteration 12F: 3 clusters Score -67397.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -544890.875000 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -544890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -540716.687500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -540716.7 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -541944.812500 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -541944.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -542366.500000 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -542366.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -542749.000000 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -542749 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -543040.750000 Penalty: 4165.275879
	Iteration 4F: 3 clusters Score -543040.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -543245.125000 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -543245.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -543409.812500 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -543409.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -543531.062500 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -543531.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -543612.187500 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -543612.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -543671.437500 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -543671.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -543726.250000 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -543726.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -543771.687500 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -543771.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -543805.562500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -543805.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -543829.312500 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -543829.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -543850.000000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -543850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -543868.687500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -543868.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -543887.312500 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -543887.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -543897.000000 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -543897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -543902.000000 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -543902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -543906.125000 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -543906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -543911.812500 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -543911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -543915.625000 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -543915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -543919.500000 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -543919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -543923.687500 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -543923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -543927.750000 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -543927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -543932.062500 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -543932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -543936.250000 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -543936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -543938.750000 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -543938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -543941.875000 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -543941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -543943.625000 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -543943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -543945.000000 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -543945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -543949.437500 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -543949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -543951.875000 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -543951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -543953.562500 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -543953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -543954.687500 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -543954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -543954.812500 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -543954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -543955.062500 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -543955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -543955.250000 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -543955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -543955.250000 Penalty: 4165.275879
	Iteration 38F: 3 clusters Score -543955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Entering Unmasked Estep 
Score: -2567281.500000 Penalty: 2443.592041
	Iteration 0F: 2 clusters Score -2567282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2553671.500000 Penalty: 4887.184082
	Iteration 0F: 3 clusters Score -2553672 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2558299.500000 Penalty: 4887.184082
	Iteration 1F: 3 clusters Score -2558300 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2558927.750000 Penalty: 4887.184082
	Iteration 2F: 3 clusters Score -2558928 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2559568.500000 Penalty: 4887.184082
	Iteration 3F: 3 clusters Score -2559568 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2560208.500000 Penalty: 4887.184082
	Iteration 4F: 3 clusters Score -2560208 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2560837.250000 Penalty: 4887.184082
	Iteration 5F: 3 clusters Score -2560837 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2561501.500000 Penalty: 4887.184082
	Iteration 6F: 3 clusters Score -2561502 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2562108.500000 Penalty: 4887.184082
	Iteration 7F: 3 clusters Score -2562108 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2562623.500000 Penalty: 4887.184082
	Iteration 8Q: 3 clusters Score -2562624 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2563018.250000 Penalty: 4887.184082
	Iteration 9Q: 3 clusters Score -2563018 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2563333.500000 Penalty: 4887.184082
	Iteration 10Q: 3 clusters Score -2563334 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2563622.000000 Penalty: 4887.184082
	Iteration 11Q: 3 clusters Score -2563622 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2563876.250000 Penalty: 4887.184082
	Iteration 12Q: 3 clusters Score -2563876 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2564090.750000 Penalty: 4887.184082
	Iteration 13Q: 3 clusters Score -2564091 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2564264.500000 Penalty: 4887.184082
	Iteration 14Q: 3 clusters Score -2564264 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2564416.500000 Penalty: 4887.184082
	Iteration 15Q: 3 clusters Score -2564416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2564525.000000 Penalty: 4887.184082
	Iteration 16Q: 3 clusters Score -2564525 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2564648.250000 Penalty: 4887.184082
	Iteration 17Q: 3 clusters Score -2564648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2564732.750000 Penalty: 4887.184082
	Iteration 18Q: 3 clusters Score -2564733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2564799.750000 Penalty: 4887.184082
	Iteration 19Q: 3 clusters Score -2564800 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2564891.000000 Penalty: 4887.184082
	Iteration 20F: 3 clusters Score -2564891 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2564958.500000 Penalty: 4887.184082
	Iteration 21Q: 3 clusters Score -2564958 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2565023.500000 Penalty: 4887.184082
	Iteration 22Q: 3 clusters Score -2565024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2565074.250000 Penalty: 4887.184082
	Iteration 23Q: 3 clusters Score -2565074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2565145.250000 Penalty: 4887.184082
	Iteration 24Q: 3 clusters Score -2565145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2565205.000000 Penalty: 4887.184082
	Iteration 25Q: 3 clusters Score -2565205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2565277.250000 Penalty: 4887.184082
	Iteration 26Q: 3 clusters Score -2565277 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2565366.250000 Penalty: 4887.184082
	Iteration 27Q: 3 clusters Score -2565366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2565449.750000 Penalty: 4887.184082
	Iteration 28Q: 3 clusters Score -2565450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2565543.250000 Penalty: 4887.184082
	Iteration 29Q: 3 clusters Score -2565543 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2565594.750000 Penalty: 4887.184082
	Iteration 30Q: 3 clusters Score -2565595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2565654.750000 Penalty: 4887.184082
	Iteration 31Q: 3 clusters Score -2565655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2565684.000000 Penalty: 4887.184082
	Iteration 32Q: 3 clusters Score -2565684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2565700.000000 Penalty: 4887.184082
	Iteration 33Q: 3 clusters Score -2565700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2565730.500000 Penalty: 4887.184082
	Iteration 34Q: 3 clusters Score -2565730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2565751.500000 Penalty: 4887.184082
	Iteration 35Q: 3 clusters Score -2565752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2565766.750000 Penalty: 4887.184082
	Iteration 36Q: 3 clusters Score -2565767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2565781.000000 Penalty: 4887.184082
	Iteration 37Q: 3 clusters Score -2565781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2565789.500000 Penalty: 4887.184082
	Iteration 38Q: 3 clusters Score -2565790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2565800.750000 Penalty: 4887.184082
	Iteration 39Q: 3 clusters Score -2565801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2565805.000000 Penalty: 4887.184082
	Iteration 40F: 3 clusters Score -2565805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2565803.250000 Penalty: 4887.184082
	Iteration 41Q: 3 clusters Score -2565803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2565804.750000 Penalty: 4887.184082
	Iteration 42Q: 3 clusters Score -2565805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2565814.500000 Penalty: 4887.184082
	Iteration 43Q: 3 clusters Score -2565814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2565824.500000 Penalty: 4887.184082
	Iteration 44Q: 3 clusters Score -2565824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2565824.000000 Penalty: 4887.184082
	Iteration 45Q: 3 clusters Score -2565824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2565827.000000 Penalty: 4887.184082
	Iteration 46Q: 3 clusters Score -2565827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2565830.000000 Penalty: 4887.184082
	Iteration 47Q: 3 clusters Score -2565830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2565844.250000 Penalty: 4887.184082
	Iteration 48Q: 3 clusters Score -2565844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2565856.250000 Penalty: 4887.184082
	Iteration 49Q: 3 clusters Score -2565856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2565856.500000 Penalty: 4887.184082
	Iteration 50Q: 3 clusters Score -2565856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2565853.500000 Penalty: 4887.184082
	Iteration 51Q: 3 clusters Score -2565854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2565852.750000 Penalty: 4887.184082
	Iteration 52Q: 3 clusters Score -2565853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2565855.250000 Penalty: 4887.184082
	Iteration 53Q: 3 clusters Score -2565855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2565852.750000 Penalty: 4887.184082
	Iteration 54Q: 3 clusters Score -2565853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2565853.500000 Penalty: 4887.184082
	Iteration 55Q: 3 clusters Score -2565854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2565856.000000 Penalty: 4887.184082
	Iteration 56Q: 3 clusters Score -2565856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2565861.000000 Penalty: 4887.184082
	Iteration 57Q: 3 clusters Score -2565861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2565855.500000 Penalty: 4887.184082
	Iteration 58Q: 3 clusters Score -2565856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2565854.250000 Penalty: 4887.184082
	Iteration 59Q: 3 clusters Score -2565854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2565857.500000 Penalty: 4887.184082
	Iteration 60F: 3 clusters Score -2565858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2565856.500000 Penalty: 4887.184082
	Iteration 61Q: 3 clusters Score -2565856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2565860.000000 Penalty: 4887.184082
	Iteration 62Q: 3 clusters Score -2565860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2565860.500000 Penalty: 4887.184082
	Iteration 63Q: 3 clusters Score -2565860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2565864.750000 Penalty: 4887.184082
	Iteration 64Q: 3 clusters Score -2565865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2565864.250000 Penalty: 4887.184082
	Iteration 65Q: 3 clusters Score -2565864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2565865.750000 Penalty: 4887.184082
	Iteration 66Q: 3 clusters Score -2565866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2565864.500000 Penalty: 4887.184082
	Iteration 67Q: 3 clusters Score -2565864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2565863.500000 Penalty: 4887.184082
	Iteration 68Q: 3 clusters Score -2565864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2565863.500000 Penalty: 4887.184082
	Iteration 69F: 3 clusters Score -2565864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Entering Unmasked Estep 
Score: -11505643.000000 Penalty: 2817.504150
	Iteration 0F: 2 clusters Score -1.150564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -11448189.000000 Penalty: 5635.008301
	Iteration 0F: 3 clusters Score -1.144819e+07 nChanged 40441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -11471058.000000 Penalty: 5635.008301
	Iteration 1F: 3 clusters Score -1.147106e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -11471716.000000 Penalty: 5635.008301
	Iteration 2Q: 3 clusters Score -1.147172e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -11472391.000000 Penalty: 5635.008301
	Iteration 3Q: 3 clusters Score -1.147239e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -11473144.000000 Penalty: 5635.008301
	Iteration 4Q: 3 clusters Score -1.147314e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -11474215.000000 Penalty: 5635.008301
	Iteration 5Q: 3 clusters Score -1.147422e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -11475513.000000 Penalty: 5635.008301
	Iteration 6Q: 3 clusters Score -1.147551e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -11477355.000000 Penalty: 5635.008301
	Iteration 7Q: 3 clusters Score -1.147736e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -11479992.000000 Penalty: 5635.008301
	Iteration 8F: 3 clusters Score -1.147999e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -11483798.000000 Penalty: 5635.008301
	Iteration 9F: 3 clusters Score -1.14838e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -11488350.000000 Penalty: 5635.008301
	Iteration 10F: 3 clusters Score -1.148835e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -11492414.000000 Penalty: 5635.008301
	Iteration 11F: 3 clusters Score -1.149241e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -11494709.000000 Penalty: 5635.008301
	Iteration 12Q: 3 clusters Score -1.149471e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -11495919.000000 Penalty: 5635.008301
	Iteration 13Q: 3 clusters Score -1.149592e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -11496704.000000 Penalty: 5635.008301
	Iteration 14Q: 3 clusters Score -1.14967e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -11497344.000000 Penalty: 5635.008301
	Iteration 15Q: 3 clusters Score -1.149734e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -11497853.000000 Penalty: 5635.008301
	Iteration 16Q: 3 clusters Score -1.149785e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -11498270.000000 Penalty: 5635.008301
	Iteration 17Q: 3 clusters Score -1.149827e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -11498619.000000 Penalty: 5635.008301
	Iteration 18Q: 3 clusters Score -1.149862e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -11498933.000000 Penalty: 5635.008301
	Iteration 19Q: 3 clusters Score -1.149893e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -11499316.000000 Penalty: 5635.008301
	Iteration 20F: 3 clusters Score -1.149932e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -11499673.000000 Penalty: 5635.008301
	Iteration 21Q: 3 clusters Score -1.149967e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -11499994.000000 Penalty: 5635.008301
	Iteration 22Q: 3 clusters Score -1.149999e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -11500347.000000 Penalty: 5635.008301
	Iteration 23Q: 3 clusters Score -1.150035e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -11500669.000000 Penalty: 5635.008301
	Iteration 24Q: 3 clusters Score -1.150067e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -11500881.000000 Penalty: 5635.008301
	Iteration 25Q: 3 clusters Score -1.150088e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -11501141.000000 Penalty: 5635.008301
	Iteration 26Q: 3 clusters Score -1.150114e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -11501344.000000 Penalty: 5635.008301
	Iteration 27Q: 3 clusters Score -1.150134e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -11501592.000000 Penalty: 5635.008301
	Iteration 28Q: 3 clusters Score -1.150159e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -11501764.000000 Penalty: 5635.008301
	Iteration 29Q: 3 clusters Score -1.150176e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -11501937.000000 Penalty: 5635.008301
	Iteration 30Q: 3 clusters Score -1.150194e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -11502145.000000 Penalty: 5635.008301
	Iteration 31Q: 3 clusters Score -1.150214e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -11502278.000000 Penalty: 5635.008301
	Iteration 32Q: 3 clusters Score -1.150228e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -11502424.000000 Penalty: 5635.008301
	Iteration 33Q: 3 clusters Score -1.150242e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -11502556.000000 Penalty: 5635.008301
	Iteration 34Q: 3 clusters Score -1.150256e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -11502684.000000 Penalty: 5635.008301
	Iteration 35Q: 3 clusters Score -1.150268e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -11502743.000000 Penalty: 5635.008301
	Iteration 36Q: 3 clusters Score -1.150274e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -11502807.000000 Penalty: 5635.008301
	Iteration 37Q: 3 clusters Score -1.150281e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -11502852.000000 Penalty: 5635.008301
	Iteration 38Q: 3 clusters Score -1.150285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -11502906.000000 Penalty: 5635.008301
	Iteration 39Q: 3 clusters Score -1.150291e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -11502929.000000 Penalty: 5635.008301
	Iteration 40F: 3 clusters Score -1.150293e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -11502957.000000 Penalty: 5635.008301
	Iteration 41Q: 3 clusters Score -1.150296e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -11502988.000000 Penalty: 5635.008301
	Iteration 42Q: 3 clusters Score -1.150299e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -11503026.000000 Penalty: 5635.008301
	Iteration 43Q: 3 clusters Score -1.150303e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -11503070.000000 Penalty: 5635.008301
	Iteration 44Q: 3 clusters Score -1.150307e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -11503103.000000 Penalty: 5635.008301
	Iteration 45Q: 3 clusters Score -1.15031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -11503114.000000 Penalty: 5635.008301
	Iteration 46Q: 3 clusters Score -1.150311e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -11503144.000000 Penalty: 5635.008301
	Iteration 47Q: 3 clusters Score -1.150314e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -11503158.000000 Penalty: 5635.008301
	Iteration 48Q: 3 clusters Score -1.150316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -11503192.000000 Penalty: 5635.008301
	Iteration 49Q: 3 clusters Score -1.150319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -11503205.000000 Penalty: 5635.008301
	Iteration 50Q: 3 clusters Score -1.15032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -11503233.000000 Penalty: 5635.008301
	Iteration 51Q: 3 clusters Score -1.150323e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -11503255.000000 Penalty: 5635.008301
	Iteration 52Q: 3 clusters Score -1.150326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -11503256.000000 Penalty: 5635.008301
	Iteration 53Q: 3 clusters Score -1.150326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -11503254.000000 Penalty: 5635.008301
	Iteration 54Q: 3 clusters Score -1.150325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -11503272.000000 Penalty: 5635.008301
	Iteration 55Q: 3 clusters Score -1.150327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 84979 members 
Entering Unmasked Estep 
Score: -11503296.000000 Penalty: 5635.008301
	Iteration 56Q: 3 clusters Score -1.15033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -11503311.000000 Penalty: 5635.008301
	Iteration 57Q: 3 clusters Score -1.150331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -11503313.000000 Penalty: 5635.008301
	Iteration 58Q: 3 clusters Score -1.150331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -11503331.000000 Penalty: 5635.008301
	Iteration 59Q: 3 clusters Score -1.150333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -11503335.000000 Penalty: 5635.008301
	Iteration 60F: 3 clusters Score -1.150334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -11503340.000000 Penalty: 5635.008301
	Iteration 61Q: 3 clusters Score -1.150334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11503340.000000 Penalty: 5635.008301
	Iteration 62Q: 3 clusters Score -1.150334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -11503334.000000 Penalty: 5635.008301
	Iteration 63Q: 3 clusters Score -1.150333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -11503341.000000 Penalty: 5635.008301
	Iteration 64Q: 3 clusters Score -1.150334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -11503340.000000 Penalty: 5635.008301
	Iteration 65Q: 3 clusters Score -1.150334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -11503355.000000 Penalty: 5635.008301
	Iteration 66Q: 3 clusters Score -1.150336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -11503341.000000 Penalty: 5635.008301
	Iteration 67Q: 3 clusters Score -1.150334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -11503363.000000 Penalty: 5635.008301
	Iteration 68Q: 3 clusters Score -1.150336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -11503358.000000 Penalty: 5635.008301
	Iteration 69Q: 3 clusters Score -1.150336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -11503358.000000 Penalty: 5635.008301
	Iteration 70Q: 3 clusters Score -1.150336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -11503359.000000 Penalty: 5635.008301
	Iteration 71Q: 3 clusters Score -1.150336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -11503361.000000 Penalty: 5635.008301
	Iteration 72Q: 3 clusters Score -1.150336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -11503376.000000 Penalty: 5635.008301
	Iteration 73Q: 3 clusters Score -1.150338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -11503371.000000 Penalty: 5635.008301
	Iteration 74Q: 3 clusters Score -1.150337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -11503377.000000 Penalty: 5635.008301
	Iteration 75Q: 3 clusters Score -1.150338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -11503380.000000 Penalty: 5635.008301
	Iteration 76Q: 3 clusters Score -1.150338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -11503369.000000 Penalty: 5635.008301
	Iteration 77Q: 3 clusters Score -1.150337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -11503368.000000 Penalty: 5635.008301
	Iteration 78Q: 3 clusters Score -1.150337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -11503368.000000 Penalty: 5635.008301
	Iteration 79F: 3 clusters Score -1.150337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -691755.375000 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -691755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -686844.062500 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -686844.1 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -688085.750000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -688085.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -688419.062500 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -688419.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -688751.562500 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -688751.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -689136.875000 Penalty: 4278.608887
	Iteration 4F: 3 clusters Score -689136.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -689591.937500 Penalty: 4278.608887
	Iteration 5F: 3 clusters Score -689591.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -690007.000000 Penalty: 4278.608887
	Iteration 6F: 3 clusters Score -690007 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -690271.312500 Penalty: 4278.608887
	Iteration 7F: 3 clusters Score -690271.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -690436.437500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -690436.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -690524.437500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -690524.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -690587.437500 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -690587.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -690639.000000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -690639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -690680.312500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -690680.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -690719.000000 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -690719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -690749.687500 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -690749.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -690769.125000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -690769.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -690785.000000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -690785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -690801.625000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -690801.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -690829.062500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -690829.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -690858.562500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -690858.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -690885.437500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -690885.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -690914.812500 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -690914.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -690940.062500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -690940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -690959.875000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -690959.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -690981.250000 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -690981.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -691004.437500 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -691004.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -691017.312500 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -691017.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -691026.437500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -691026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -691035.000000 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -691035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -691041.000000 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -691041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -691050.062500 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -691050.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -691054.937500 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -691054.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -691067.687500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -691067.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -691082.000000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -691082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -691095.125000 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -691095.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -691104.625000 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -691104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -691110.687500 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -691110.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -691115.437500 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -691115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -691120.750000 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -691120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -691122.750000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -691122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -691128.500000 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -691128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -691129.312500 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -691129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -691130.250000 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -691130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -691131.250000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -691131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -691130.812500 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -691130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -691132.375000 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -691132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -691131.687500 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -691131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -691132.875000 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -691132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -691133.375000 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -691133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -691133.750000 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -691133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -691133.750000 Penalty: 4278.608887
	Iteration 50F: 3 clusters Score -691133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -55376.152344 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55376.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53975.507812 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -53975.51 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54197.402344 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54258.070312 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54258.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54286.132812 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54286.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54294.960938 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54294.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54301.757812 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54301.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54301.757812 Penalty: 3031.287842
	Iteration 6F: 3 clusters Score -54301.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1801893.500000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1801894 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 7024 members 
Entering Unmasked Estep 
Score: -1791798.750000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1791799 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1794892.625000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1794893 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1795323.625000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1795324 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1795760.500000 Penalty: 4731.092285
	Iteration 3F: 3 clusters Score -1795760 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1796255.250000 Penalty: 4731.092285
	Iteration 4F: 3 clusters Score -1796255 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1796857.625000 Penalty: 4731.092285
	Iteration 5F: 3 clusters Score -1796858 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1797549.500000 Penalty: 4731.092285
	Iteration 6F: 3 clusters Score -1797550 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1798346.875000 Penalty: 4731.092285
	Iteration 7F: 3 clusters Score -1798347 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1799092.625000 Penalty: 4731.092285
	Iteration 8F: 3 clusters Score -1799093 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1799569.875000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1799570 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1799818.125000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1799818 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1800001.125000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1800001 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1800122.875000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1800123 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1800210.625000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1800211 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1800263.750000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1800264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1800313.250000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1800313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1800362.250000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1800362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1800403.625000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1800404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1800437.750000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1800438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1800470.625000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1800471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1800517.000000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1800517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1800557.875000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1800558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1800606.375000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1800606 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1800658.125000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1800658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1800694.375000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1800694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1800727.125000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1800727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1800755.875000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1800756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1800794.375000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1800794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1800830.750000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1800831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1800848.625000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1800849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1800862.750000 Penalty: 4731.092285
	Iteration 30Q: 3 clusters Score -1800863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1800868.375000 Penalty: 4731.092285
	Iteration 31Q: 3 clusters Score -1800868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1800879.000000 Penalty: 4731.092285
	Iteration 32Q: 3 clusters Score -1800879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1800893.375000 Penalty: 4731.092285
	Iteration 33Q: 3 clusters Score -1800893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1800892.500000 Penalty: 4731.092285
	Iteration 34Q: 3 clusters Score -1800892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1800896.000000 Penalty: 4731.092285
	Iteration 35Q: 3 clusters Score -1800896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1800896.500000 Penalty: 4731.092285
	Iteration 36Q: 3 clusters Score -1800896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1800900.875000 Penalty: 4731.092285
	Iteration 37Q: 3 clusters Score -1800901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1800902.875000 Penalty: 4731.092285
	Iteration 38Q: 3 clusters Score -1800903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1800905.500000 Penalty: 4731.092285
	Iteration 39Q: 3 clusters Score -1800906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1800909.125000 Penalty: 4731.092285
	Iteration 40F: 3 clusters Score -1800909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1800908.250000 Penalty: 4731.092285
	Iteration 41Q: 3 clusters Score -1800908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1800907.125000 Penalty: 4731.092285
	Iteration 42Q: 3 clusters Score -1800907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1800909.000000 Penalty: 4731.092285
	Iteration 43Q: 3 clusters Score -1800909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1800909.875000 Penalty: 4731.092285
	Iteration 44Q: 3 clusters Score -1800910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1800910.750000 Penalty: 4731.092285
	Iteration 45Q: 3 clusters Score -1800911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1800909.000000 Penalty: 4731.092285
	Iteration 46Q: 3 clusters Score -1800909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1800909.000000 Penalty: 4731.092285
	Iteration 47F: 3 clusters Score -1800909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Entering Unmasked Estep 
Score: -2949287.250000 Penalty: 2478.005127
	Iteration 0F: 2 clusters Score -2949287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2934017.000000 Penalty: 4956.010254
	Iteration 0F: 3 clusters Score -2934017 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2939156.500000 Penalty: 4956.010254
	Iteration 1F: 3 clusters Score -2939156 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2939525.000000 Penalty: 4956.010254
	Iteration 2F: 3 clusters Score -2939525 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2939855.750000 Penalty: 4956.010254
	Iteration 3Q: 3 clusters Score -2939856 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2940130.000000 Penalty: 4956.010254
	Iteration 4Q: 3 clusters Score -2940130 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2940501.750000 Penalty: 4956.010254
	Iteration 5Q: 3 clusters Score -2940502 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2940976.000000 Penalty: 4956.010254
	Iteration 6Q: 3 clusters Score -2940976 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2941626.750000 Penalty: 4956.010254
	Iteration 7F: 3 clusters Score -2941627 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2942579.250000 Penalty: 4956.010254
	Iteration 8F: 3 clusters Score -2942579 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2943713.750000 Penalty: 4956.010254
	Iteration 9F: 3 clusters Score -2943714 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2944848.500000 Penalty: 4956.010254
	Iteration 10F: 3 clusters Score -2944848 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2945714.250000 Penalty: 4956.010254
	Iteration 11Q: 3 clusters Score -2945714 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2946342.000000 Penalty: 4956.010254
	Iteration 12Q: 3 clusters Score -2946342 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2946698.000000 Penalty: 4956.010254
	Iteration 13Q: 3 clusters Score -2946698 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2946919.250000 Penalty: 4956.010254
	Iteration 14Q: 3 clusters Score -2946919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2947025.500000 Penalty: 4956.010254
	Iteration 15Q: 3 clusters Score -2947026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2947076.000000 Penalty: 4956.010254
	Iteration 16Q: 3 clusters Score -2947076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2947117.000000 Penalty: 4956.010254
	Iteration 17Q: 3 clusters Score -2947117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2947146.500000 Penalty: 4956.010254
	Iteration 18Q: 3 clusters Score -2947146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2947171.750000 Penalty: 4956.010254
	Iteration 19Q: 3 clusters Score -2947172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2947180.000000 Penalty: 4956.010254
	Iteration 20F: 3 clusters Score -2947180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2947194.000000 Penalty: 4956.010254
	Iteration 21Q: 3 clusters Score -2947194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2947198.500000 Penalty: 4956.010254
	Iteration 22Q: 3 clusters Score -2947198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2947207.750000 Penalty: 4956.010254
	Iteration 23Q: 3 clusters Score -2947208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2947206.500000 Penalty: 4956.010254
	Iteration 24Q: 3 clusters Score -2947206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2947206.500000 Penalty: 4956.010254
	Iteration 25F: 3 clusters Score -2947206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Entering Unmasked Estep 
Score: -12176741.000000 Penalty: 2832.687012
	Iteration 0F: 2 clusters Score -1.217674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -12115621.000000 Penalty: 5665.374023
	Iteration 0F: 3 clusters Score -1.211562e+07 nChanged 43229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -12140592.000000 Penalty: 5665.374023
	Iteration 1F: 3 clusters Score -1.214059e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -12141765.000000 Penalty: 5665.374023
	Iteration 2Q: 3 clusters Score -1.214176e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -12143219.000000 Penalty: 5665.374023
	Iteration 3Q: 3 clusters Score -1.214322e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -12145458.000000 Penalty: 5665.374023
	Iteration 4Q: 3 clusters Score -1.214546e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -12149324.000000 Penalty: 5665.374023
	Iteration 5F: 3 clusters Score -1.214932e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -12155187.000000 Penalty: 5665.374023
	Iteration 6F: 3 clusters Score -1.215519e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -12162336.000000 Penalty: 5665.374023
	Iteration 7F: 3 clusters Score -1.216234e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -12168336.000000 Penalty: 5665.374023
	Iteration 8F: 3 clusters Score -1.216834e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -12171798.000000 Penalty: 5665.374023
	Iteration 9Q: 3 clusters Score -1.21718e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -12173268.000000 Penalty: 5665.374023
	Iteration 10Q: 3 clusters Score -1.217327e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -12173866.000000 Penalty: 5665.374023
	Iteration 11Q: 3 clusters Score -1.217387e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -12174123.000000 Penalty: 5665.374023
	Iteration 12Q: 3 clusters Score -1.217412e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -12174257.000000 Penalty: 5665.374023
	Iteration 13Q: 3 clusters Score -1.217426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -12174307.000000 Penalty: 5665.374023
	Iteration 14Q: 3 clusters Score -1.217431e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -12174336.000000 Penalty: 5665.374023
	Iteration 15Q: 3 clusters Score -1.217434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -12174348.000000 Penalty: 5665.374023
	Iteration 16Q: 3 clusters Score -1.217435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -12174381.000000 Penalty: 5665.374023
	Iteration 17Q: 3 clusters Score -1.217438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -12174404.000000 Penalty: 5665.374023
	Iteration 18Q: 3 clusters Score -1.21744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -12174408.000000 Penalty: 5665.374023
	Iteration 19Q: 3 clusters Score -1.217441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -12174423.000000 Penalty: 5665.374023
	Iteration 20F: 3 clusters Score -1.217442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -12174421.000000 Penalty: 5665.374023
	Iteration 21Q: 3 clusters Score -1.217442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -12174431.000000 Penalty: 5665.374023
	Iteration 22Q: 3 clusters Score -1.217443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -12174444.000000 Penalty: 5665.374023
	Iteration 23Q: 3 clusters Score -1.217444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -12174456.000000 Penalty: 5665.374023
	Iteration 24Q: 3 clusters Score -1.217446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -12174474.000000 Penalty: 5665.374023
	Iteration 25Q: 3 clusters Score -1.217447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -12174487.000000 Penalty: 5665.374023
	Iteration 26Q: 3 clusters Score -1.217449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -12174492.000000 Penalty: 5665.374023
	Iteration 27Q: 3 clusters Score -1.217449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -12174508.000000 Penalty: 5665.374023
	Iteration 28Q: 3 clusters Score -1.217451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -12174506.000000 Penalty: 5665.374023
	Iteration 29Q: 3 clusters Score -1.217451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -12174509.000000 Penalty: 5665.374023
	Iteration 30Q: 3 clusters Score -1.217451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -12174509.000000 Penalty: 5665.374023
	Iteration 31Q: 3 clusters Score -1.217451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -12174510.000000 Penalty: 5665.374023
	Iteration 32Q: 3 clusters Score -1.217451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -12174508.000000 Penalty: 5665.374023
	Iteration 33Q: 3 clusters Score -1.217451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -12174508.000000 Penalty: 5665.374023
	Iteration 34F: 3 clusters Score -1.217451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Entering Unmasked Estep 
Score: -4145760.000000 Penalty: 2566.291260
	Iteration 0F: 2 clusters Score -4145760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4124347.750000 Penalty: 5132.582520
	Iteration 0F: 3 clusters Score -4124348 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4131927.250000 Penalty: 5132.582520
	Iteration 1F: 3 clusters Score -4131927 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4132316.500000 Penalty: 5132.582520
	Iteration 2Q: 3 clusters Score -4132316 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4132714.750000 Penalty: 5132.582520
	Iteration 3Q: 3 clusters Score -4132715 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4133105.500000 Penalty: 5132.582520
	Iteration 4Q: 3 clusters Score -4133106 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4133529.250000 Penalty: 5132.582520
	Iteration 5Q: 3 clusters Score -4133529 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4134037.750000 Penalty: 5132.582520
	Iteration 6Q: 3 clusters Score -4134038 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4134587.000000 Penalty: 5132.582520
	Iteration 7Q: 3 clusters Score -4134587 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4135241.500000 Penalty: 5132.582520
	Iteration 8Q: 3 clusters Score -4135242 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4136100.250000 Penalty: 5132.582520
	Iteration 9Q: 3 clusters Score -4136100 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4137243.500000 Penalty: 5132.582520
	Iteration 10F: 3 clusters Score -4137244 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4138574.250000 Penalty: 5132.582520
	Iteration 11F: 3 clusters Score -4138574 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4139733.500000 Penalty: 5132.582520
	Iteration 12F: 3 clusters Score -4139734 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4140485.750000 Penalty: 5132.582520
	Iteration 13Q: 3 clusters Score -4140486 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -4140944.750000 Penalty: 5132.582520
	Iteration 14Q: 3 clusters Score -4140945 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4141225.000000 Penalty: 5132.582520
	Iteration 15Q: 3 clusters Score -4141225 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4141496.250000 Penalty: 5132.582520
	Iteration 16Q: 3 clusters Score -4141496 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4141771.500000 Penalty: 5132.582520
	Iteration 17Q: 3 clusters Score -4141772 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4142028.750000 Penalty: 5132.582520
	Iteration 18Q: 3 clusters Score -4142029 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4142259.500000 Penalty: 5132.582520
	Iteration 19Q: 3 clusters Score -4142260 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4142445.250000 Penalty: 5132.582520
	Iteration 20F: 3 clusters Score -4142445 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -4142593.000000 Penalty: 5132.582520
	Iteration 21Q: 3 clusters Score -4142593 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4142744.250000 Penalty: 5132.582520
	Iteration 22Q: 3 clusters Score -4142744 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4142841.750000 Penalty: 5132.582520
	Iteration 23Q: 3 clusters Score -4142842 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4142926.500000 Penalty: 5132.582520
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4142991.250000 Penalty: 5132.582520
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4143033.250000 Penalty: 5132.582520
	Iteration 26Q: 3 clusters Score -4143033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4143084 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4143107 nChanged 154
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Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4143135.500000 Penalty: 5132.582520
	Iteration 29Q: 3 clusters Score -4143136 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4143187.250000 Penalty: 5132.582520
	Iteration 30Q: 3 clusters Score -4143187 nChanged 129
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Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4143216 nChanged 110
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Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4143255.750000 Penalty: 5132.582520
	Iteration 33Q: 3 clusters Score -4143256 nChanged 89
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Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4143280 nChanged 89
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4143318 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4143334 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4143360 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4143366 nChanged 61
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Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4143368 nChanged 59
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4143384 nChanged 43
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4143394 nChanged 46
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4143394 nChanged 54
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4143411 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4143420 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -4143426.250000 Penalty: 5132.582520
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4143436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4143441.500000 Penalty: 5132.582520
	Iteration 49Q: 3 clusters Score -4143442 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4143443.000000 Penalty: 5132.582520
	Iteration 50Q: 3 clusters Score -4143443 nChanged 39
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Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4143450 nChanged 38
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Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4143462 nChanged 40
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Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4143479 nChanged 52
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4143480 nChanged 49
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Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4143488 nChanged 34
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4143484 nChanged 48
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4143499 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4143502.750000 Penalty: 5132.582520
	Iteration 59Q: 3 clusters Score -4143503 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4143513.500000 Penalty: 5132.582520
	Iteration 60F: 3 clusters Score -4143514 nChanged 28
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Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4143508.000000 Penalty: 5132.582520
	Iteration 61Q: 3 clusters Score -4143508 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4143520 nChanged 17
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4143522 nChanged 13
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4143522 nChanged 18
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4143526 nChanged 14
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Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4143533.500000 Penalty: 5132.582520
	Iteration 67Q: 3 clusters Score -4143534 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4143531.250000 Penalty: 5132.582520
	Iteration 68Q: 3 clusters Score -4143531 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4143531 nChanged 24
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Mstep: Class 1 contains 3640 members 
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Entering Unmasked Estep 
Score: -4143532.000000 Penalty: 5132.582520
	Iteration 70Q: 3 clusters Score -4143532 nChanged 26
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Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4143537 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4143537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4143544 nChanged 16
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Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4143546 nChanged 24
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Mstep: Class 1 contains 3527 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4143547 nChanged 24
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Mstep: Class 1 contains 3503 members 
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	Iteration 76Q: 3 clusters Score -4143553 nChanged 23
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Mstep: Class 1 contains 3480 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4143551 nChanged 18
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 27731 members 
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	Iteration 78Q: 3 clusters Score -4143564 nChanged 17
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 27748 members 
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	Iteration 79Q: 3 clusters Score -4143565 nChanged 16
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Mstep: Class 1 contains 3429 members 
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Entering Unmasked Estep 
Score: -4143573.750000 Penalty: 5132.582520
	Iteration 80F: 3 clusters Score -4143574 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4143569.250000 Penalty: 5132.582520
	Iteration 81Q: 3 clusters Score -4143569 nChanged 11
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4143569 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 27799 members 
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	Iteration 83Q: 3 clusters Score -4143580 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4143581.000000 Penalty: 5132.582520
	Iteration 84Q: 3 clusters Score -4143581 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3367 members 
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Score: -4143586.000000 Penalty: 5132.582520
	Iteration 85Q: 3 clusters Score -4143586 nChanged 19
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27845 members 
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	Iteration 86Q: 3 clusters Score -4143585 nChanged 15
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Mstep: Class 1 contains 3333 members 
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Entering Unmasked Estep 
Score: -4143589.500000 Penalty: 5132.582520
	Iteration 87Q: 3 clusters Score -4143590 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3319 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4143589 nChanged 16
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4143584 nChanged 19
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Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4143594 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4143596.750000 Penalty: 5132.582520
	Iteration 91Q: 3 clusters Score -4143597 nChanged 10
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Mstep: Class 1 contains 3260 members 
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	Iteration 92Q: 3 clusters Score -4143596 nChanged 6
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4143598 nChanged 5
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Mstep: Class 1 contains 3249 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4143596 nChanged 5
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Mstep: Class 1 contains 3244 members 
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Entering Unmasked Estep 
Score: -4143603.500000 Penalty: 5132.582520
	Iteration 95Q: 3 clusters Score -4143604 nChanged 4
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Mstep: Class 1 contains 3240 members 
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Entering Unmasked Estep 
Score: -4143601.000000 Penalty: 5132.582520
	Iteration 96Q: 3 clusters Score -4143601 nChanged 8
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Mstep: Class 1 contains 3232 members 
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Entering Unmasked Estep 
Score: -4143606.500000 Penalty: 5132.582520
	Iteration 97Q: 3 clusters Score -4143606 nChanged 9
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4143611.250000 Penalty: 5132.582520
	Iteration 98Q: 3 clusters Score -4143611 nChanged 10
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Mstep: Class 1 contains 3213 members 
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Score: -4143609.250000 Penalty: 5132.582520
	Iteration 99Q: 3 clusters Score -4143609 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4143611.500000 Penalty: 5132.582520
	Iteration 100F: 3 clusters Score -4143612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4143615.250000 Penalty: 5132.582520
	Iteration 101Q: 3 clusters Score -4143615 nChanged 10
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Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4143619.250000 Penalty: 5132.582520
	Iteration 102Q: 3 clusters Score -4143619 nChanged 7
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4143620 nChanged 6
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Mstep: Class 1 contains 3170 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4143620 nChanged 8
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Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4143619 nChanged 8
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4143615.750000 Penalty: 5132.582520
	Iteration 106Q: 3 clusters Score -4143616 nChanged 6
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4143621.500000 Penalty: 5132.582520
	Iteration 107Q: 3 clusters Score -4143622 nChanged 4
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Mstep: Class 1 contains 3144 members 
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Entering Unmasked Estep 
Score: -4143627.500000 Penalty: 5132.582520
	Iteration 108Q: 3 clusters Score -4143628 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -4143624.500000 Penalty: 5132.582520
	Iteration 109Q: 3 clusters Score -4143624 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4143627.750000 Penalty: 5132.582520
	Iteration 110Q: 3 clusters Score -4143628 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4143628.250000 Penalty: 5132.582520
	Iteration 111Q: 3 clusters Score -4143628 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4143638.250000 Penalty: 5132.582520
	Iteration 112Q: 3 clusters Score -4143638 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4143641.000000 Penalty: 5132.582520
	Iteration 113Q: 3 clusters Score -4143641 nChanged 17
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Mstep: Class 1 contains 3090 members 
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Entering Unmasked Estep 
Score: -4143649.750000 Penalty: 5132.582520
	Iteration 114Q: 3 clusters Score -4143650 nChanged 16
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Mstep: Class 1 contains 3076 members 
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Entering Unmasked Estep 
Score: -4143642.500000 Penalty: 5132.582520
	Iteration 115Q: 3 clusters Score -4143642 nChanged 10
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Mstep: Class 1 contains 3066 members 
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Entering Unmasked Estep 
Score: -4143639.250000 Penalty: 5132.582520
	Iteration 116Q: 3 clusters Score -4143639 nChanged 11
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Entering Unmasked Estep 
Score: -4143639.000000 Penalty: 5132.582520
	Iteration 117Q: 3 clusters Score -4143639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -4143641.500000 Penalty: 5132.582520
	Iteration 118Q: 3 clusters Score -4143642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4143642.250000 Penalty: 5132.582520
	Iteration 119Q: 3 clusters Score -4143642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4143638.500000 Penalty: 5132.582520
	Iteration 120F: 3 clusters Score -4143638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4143640.500000 Penalty: 5132.582520
	Iteration 121Q: 3 clusters Score -4143640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4143643.750000 Penalty: 5132.582520
	Iteration 122Q: 3 clusters Score -4143644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4143645.500000 Penalty: 5132.582520
	Iteration 123Q: 3 clusters Score -4143646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4143643.750000 Penalty: 5132.582520
	Iteration 124Q: 3 clusters Score -4143644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4143645.500000 Penalty: 5132.582520
	Iteration 125Q: 3 clusters Score -4143646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4143648.750000 Penalty: 5132.582520
	Iteration 126Q: 3 clusters Score -4143649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4143646.750000 Penalty: 5132.582520
	Iteration 127Q: 3 clusters Score -4143647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4143647.000000 Penalty: 5132.582520
	Iteration 128Q: 3 clusters Score -4143647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4143648.000000 Penalty: 5132.582520
	Iteration 129Q: 3 clusters Score -4143648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4143648.000000 Penalty: 5132.582520
	Iteration 130F: 3 clusters Score -4143648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -568278.312500 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -568278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -564013.000000 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -564013 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -565029.250000 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -565029.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -565264.312500 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -565264.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -565407.187500 Penalty: 4172.489258
	Iteration 3F: 3 clusters Score -565407.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -565498.187500 Penalty: 4172.489258
	Iteration 4Q: 3 clusters Score -565498.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565562.187500 Penalty: 4172.489258
	Iteration 5Q: 3 clusters Score -565562.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -565611.062500 Penalty: 4172.489258
	Iteration 6Q: 3 clusters Score -565611.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -565668.062500 Penalty: 4172.489258
	Iteration 7Q: 3 clusters Score -565668.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -565723.125000 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -565723.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -565771.625000 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -565771.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -565811.562500 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -565811.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -565854.312500 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -565854.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -565899.062500 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -565899.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -565940.562500 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -565940.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -565977.562500 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -565977.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -566013.500000 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -566013.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -566041.500000 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -566041.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -566068.375000 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -566068.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -566091.562500 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -566091.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -566118.250000 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -566118.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -566136.250000 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -566136.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -566161.750000 Penalty: 4172.489258
	Iteration 21Q: 3 clusters Score -566161.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -566183.375000 Penalty: 4172.489258
	Iteration 22Q: 3 clusters Score -566183.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -566205.062500 Penalty: 4172.489258
	Iteration 23Q: 3 clusters Score -566205.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -566226.625000 Penalty: 4172.489258
	Iteration 24Q: 3 clusters Score -566226.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -566250.875000 Penalty: 4172.489258
	Iteration 25Q: 3 clusters Score -566250.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -566272.062500 Penalty: 4172.489258
	Iteration 26Q: 3 clusters Score -566272.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -566292.187500 Penalty: 4172.489258
	Iteration 27Q: 3 clusters Score -566292.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -566315.875000 Penalty: 4172.489258
	Iteration 28Q: 3 clusters Score -566315.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -566332.937500 Penalty: 4172.489258
	Iteration 29Q: 3 clusters Score -566332.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -566348.687500 Penalty: 4172.489258
	Iteration 30Q: 3 clusters Score -566348.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -566372.562500 Penalty: 4172.489258
	Iteration 31Q: 3 clusters Score -566372.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -566392.687500 Penalty: 4172.489258
	Iteration 32Q: 3 clusters Score -566392.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -566412.187500 Penalty: 4172.489258
	Iteration 33Q: 3 clusters Score -566412.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -566429.062500 Penalty: 4172.489258
	Iteration 34Q: 3 clusters Score -566429.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -566443.125000 Penalty: 4172.489258
	Iteration 35Q: 3 clusters Score -566443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -566456.250000 Penalty: 4172.489258
	Iteration 36Q: 3 clusters Score -566456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -566474.000000 Penalty: 4172.489258
	Iteration 37Q: 3 clusters Score -566474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -566493.312500 Penalty: 4172.489258
	Iteration 38Q: 3 clusters Score -566493.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -566511.000000 Penalty: 4172.489258
	Iteration 39Q: 3 clusters Score -566511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -566523.750000 Penalty: 4172.489258
	Iteration 40F: 3 clusters Score -566523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -566535.750000 Penalty: 4172.489258
	Iteration 41Q: 3 clusters Score -566535.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -566548.562500 Penalty: 4172.489258
	Iteration 42Q: 3 clusters Score -566548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -566562.000000 Penalty: 4172.489258
	Iteration 43Q: 3 clusters Score -566562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -566570.687500 Penalty: 4172.489258
	Iteration 44Q: 3 clusters Score -566570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -566580.812500 Penalty: 4172.489258
	Iteration 45Q: 3 clusters Score -566580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -566587.000000 Penalty: 4172.489258
	Iteration 46Q: 3 clusters Score -566587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -566593.312500 Penalty: 4172.489258
	Iteration 47Q: 3 clusters Score -566593.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -566598.187500 Penalty: 4172.489258
	Iteration 48Q: 3 clusters Score -566598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -566599.437500 Penalty: 4172.489258
	Iteration 49Q: 3 clusters Score -566599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -566601.437500 Penalty: 4172.489258
	Iteration 50Q: 3 clusters Score -566601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -566602.500000 Penalty: 4172.489258
	Iteration 51Q: 3 clusters Score -566602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -566602.500000 Penalty: 4172.489258
	Iteration 52F: 3 clusters Score -566602.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -257358.750000 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -257358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -254741.390625 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -254741.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255161.796875 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -255161.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255277.718750 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -255277.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -255351.843750 Penalty: 3772.274658
	Iteration 3Q: 3 clusters Score -255351.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -255403.156250 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -255403.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255452.609375 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -255452.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255493.140625 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -255493.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -255531.437500 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -255531.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255563.859375 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -255563.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -255589.125000 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -255589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255613.250000 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -255613.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -255633.359375 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -255633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255648.437500 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -255648.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255665.453125 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -255665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -255675.265625 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -255675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255681.328125 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -255681.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255685.921875 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -255685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255689.656250 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -255689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255693.296875 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -255693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -255698.406250 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -255698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -255702.546875 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -255702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -255710.093750 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -255710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255714.562500 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -255714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -255719.578125 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -255719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -255723.609375 Penalty: 3772.274658
	Iteration 24Q: 3 clusters Score -255723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -255726.671875 Penalty: 3772.274658
	Iteration 25Q: 3 clusters Score -255726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -255728.718750 Penalty: 3772.274658
	Iteration 26Q: 3 clusters Score -255728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -255728.718750 Penalty: 3772.274658
	Iteration 27F: 3 clusters Score -255728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -437741.906250 Penalty: 2021.673584
	Iteration 0F: 2 clusters Score -437741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -434160.250000 Penalty: 4043.347168
	Iteration 0F: 3 clusters Score -434160.2 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -434905.218750 Penalty: 4043.347168
	Iteration 1F: 3 clusters Score -434905.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -435069.187500 Penalty: 4043.347168
	Iteration 2F: 3 clusters Score -435069.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -435178.562500 Penalty: 4043.347168
	Iteration 3Q: 3 clusters Score -435178.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -435281.656250 Penalty: 4043.347168
	Iteration 4Q: 3 clusters Score -435281.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -435371.468750 Penalty: 4043.347168
	Iteration 5Q: 3 clusters Score -435371.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -435485.281250 Penalty: 4043.347168
	Iteration 6Q: 3 clusters Score -435485.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -435624.156250 Penalty: 4043.347168
	Iteration 7Q: 3 clusters Score -435624.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -435749.343750 Penalty: 4043.347168
	Iteration 8Q: 3 clusters Score -435749.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -435836.000000 Penalty: 4043.347168
	Iteration 9Q: 3 clusters Score -435836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -435908.937500 Penalty: 4043.347168
	Iteration 10Q: 3 clusters Score -435908.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -435973.375000 Penalty: 4043.347168
	Iteration 11Q: 3 clusters Score -435973.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -436016.156250 Penalty: 4043.347168
	Iteration 12Q: 3 clusters Score -436016.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -436051.906250 Penalty: 4043.347168
	Iteration 13Q: 3 clusters Score -436051.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -436081.187500 Penalty: 4043.347168
	Iteration 14Q: 3 clusters Score -436081.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -436106.562500 Penalty: 4043.347168
	Iteration 15Q: 3 clusters Score -436106.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -436134.468750 Penalty: 4043.347168
	Iteration 16Q: 3 clusters Score -436134.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -436150.125000 Penalty: 4043.347168
	Iteration 17Q: 3 clusters Score -436150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -436158.031250 Penalty: 4043.347168
	Iteration 18Q: 3 clusters Score -436158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -436161.312500 Penalty: 4043.347168
	Iteration 19Q: 3 clusters Score -436161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -436161.812500 Penalty: 4043.347168
	Iteration 20F: 3 clusters Score -436161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -436161.656250 Penalty: 4043.347168
	Iteration 21Q: 3 clusters Score -436161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -436162.437500 Penalty: 4043.347168
	Iteration 22Q: 3 clusters Score -436162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -436162.437500 Penalty: 4043.347168
	Iteration 23Q: 3 clusters Score -436162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -436162.437500 Penalty: 4043.347168
	Iteration 24F: 3 clusters Score -436162.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227502 members 
Entering Unmasked Estep 
Score: -30440470.000000 Penalty: 3059.058838
	Iteration 0F: 2 clusters Score -3.044047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -30301968.000000 Penalty: 6118.117676
	Iteration 0F: 3 clusters Score -3.030197e+07 nChanged 109441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -30366512.000000 Penalty: 6118.117676
	Iteration 1F: 3 clusters Score -3.036651e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -30367944.000000 Penalty: 6118.117676
	Iteration 2Q: 3 clusters Score -3.036794e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 131021 members 
Entering Unmasked Estep 
Score: -30370534.000000 Penalty: 6118.117676
	Iteration 3Q: 3 clusters Score -3.037053e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 140360 members 
Entering Unmasked Estep 
Score: -30375168.000000 Penalty: 6118.117676
	Iteration 4Q: 3 clusters Score -3.037517e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -30382742.000000 Penalty: 6118.117676
	Iteration 5F: 3 clusters Score -3.038274e+07 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -30395306.000000 Penalty: 6118.117676
	Iteration 6F: 3 clusters Score -3.039531e+07 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 187780 members 
Entering Unmasked Estep 
Score: -30410484.000000 Penalty: 6118.117676
	Iteration 7F: 3 clusters Score -3.041048e+07 nChanged 16025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 203785 members 
Entering Unmasked Estep 
Score: -30422858.000000 Penalty: 6118.117676
	Iteration 8F: 3 clusters Score -3.042286e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 215002 members 
Entering Unmasked Estep 
Score: -30430840.000000 Penalty: 6118.117676
	Iteration 9Q: 3 clusters Score -3.043084e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 221607 members 
Entering Unmasked Estep 
Score: -30434836.000000 Penalty: 6118.117676
	Iteration 10Q: 3 clusters Score -3.043484e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 224755 members 
Entering Unmasked Estep 
Score: -30436482.000000 Penalty: 6118.117676
	Iteration 11Q: 3 clusters Score -3.043648e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 226115 members 
Entering Unmasked Estep 
Score: -30437314.000000 Penalty: 6118.117676
	Iteration 12Q: 3 clusters Score -3.043731e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 226644 members 
Entering Unmasked Estep 
Score: -30437570.000000 Penalty: 6118.117676
	Iteration 13Q: 3 clusters Score -3.043757e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -30437704.000000 Penalty: 6118.117676
	Iteration 14Q: 3 clusters Score -3.04377e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 226957 members 
Entering Unmasked Estep 
Score: -30437836.000000 Penalty: 6118.117676
	Iteration 15Q: 3 clusters Score -3.043784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 227008 members 
Entering Unmasked Estep 
Score: -30437864.000000 Penalty: 6118.117676
	Iteration 16Q: 3 clusters Score -3.043786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 227045 members 
Entering Unmasked Estep 
Score: -30437894.000000 Penalty: 6118.117676
	Iteration 17Q: 3 clusters Score -3.043789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 227071 members 
Entering Unmasked Estep 
Score: -30437930.000000 Penalty: 6118.117676
	Iteration 18Q: 3 clusters Score -3.043793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 227092 members 
Entering Unmasked Estep 
Score: -30437972.000000 Penalty: 6118.117676
	Iteration 19Q: 3 clusters Score -3.043797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 227101 members 
Entering Unmasked Estep 
Score: -30437956.000000 Penalty: 6118.117676
	Iteration 20F: 3 clusters Score -3.043796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 227110 members 
Entering Unmasked Estep 
Score: -30437962.000000 Penalty: 6118.117676
	Iteration 21Q: 3 clusters Score -3.043796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 227117 members 
Entering Unmasked Estep 
Score: -30437966.000000 Penalty: 6118.117676
	Iteration 22Q: 3 clusters Score -3.043797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 227125 members 
Entering Unmasked Estep 
Score: -30437952.000000 Penalty: 6118.117676
	Iteration 23Q: 3 clusters Score -3.043795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 227139 members 
Entering Unmasked Estep 
Score: -30437958.000000 Penalty: 6118.117676
	Iteration 24Q: 3 clusters Score -3.043796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 227140 members 
Entering Unmasked Estep 
Score: -30437984.000000 Penalty: 6118.117676
	Iteration 25Q: 3 clusters Score -3.043798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227143 members 
Entering Unmasked Estep 
Score: -30437986.000000 Penalty: 6118.117676
	Iteration 26Q: 3 clusters Score -3.043799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 227144 members 
Entering Unmasked Estep 
Score: -30437976.000000 Penalty: 6118.117676
	Iteration 27Q: 3 clusters Score -3.043798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227143 members 
Entering Unmasked Estep 
Score: -30437972.000000 Penalty: 6118.117676
	Iteration 28Q: 3 clusters Score -3.043797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 227141 members 
Entering Unmasked Estep 
Score: -30437982.000000 Penalty: 6118.117676
	Iteration 29Q: 3 clusters Score -3.043798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 227140 members 
Entering Unmasked Estep 
Score: -30437984.000000 Penalty: 6118.117676
	Iteration 30Q: 3 clusters Score -3.043798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 227141 members 
Entering Unmasked Estep 
Score: -30437992.000000 Penalty: 6118.117676
	Iteration 31Q: 3 clusters Score -3.043799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 227141 members 
Entering Unmasked Estep 
Score: -30437992.000000 Penalty: 6118.117676
	Iteration 32F: 3 clusters Score -3.043799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Entering Unmasked Estep 
Score: -9504793.000000 Penalty: 2772.257812
	Iteration 0F: 2 clusters Score -9504793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -9456925.000000 Penalty: 5544.515625
	Iteration 0F: 3 clusters Score -9456925 nChanged 33514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -9475998.000000 Penalty: 5544.515625
	Iteration 1F: 3 clusters Score -9475998 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9476983.000000 Penalty: 5544.515625
	Iteration 2Q: 3 clusters Score -9476983 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -9478074.000000 Penalty: 5544.515625
	Iteration 3Q: 3 clusters Score -9478074 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -9479585.000000 Penalty: 5544.515625
	Iteration 4Q: 3 clusters Score -9479585 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -9481191.000000 Penalty: 5544.515625
	Iteration 5Q: 3 clusters Score -9481191 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -9483360.000000 Penalty: 5544.515625
	Iteration 6F: 3 clusters Score -9483360 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -9485852.000000 Penalty: 5544.515625
	Iteration 7F: 3 clusters Score -9485852 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -9488547.000000 Penalty: 5544.515625
	Iteration 8F: 3 clusters Score -9488547 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -9491630.000000 Penalty: 5544.515625
	Iteration 9F: 3 clusters Score -9491630 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -9494859.000000 Penalty: 5544.515625
	Iteration 10F: 3 clusters Score -9494859 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -9497769.000000 Penalty: 5544.515625
	Iteration 11F: 3 clusters Score -9497769 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9499952.000000 Penalty: 5544.515625
	Iteration 12Q: 3 clusters Score -9499952 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9501182.000000 Penalty: 5544.515625
	Iteration 13Q: 3 clusters Score -9501182 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9501815.000000 Penalty: 5544.515625
	Iteration 14Q: 3 clusters Score -9501815 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9502128.000000 Penalty: 5544.515625
	Iteration 15Q: 3 clusters Score -9502128 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9502293.000000 Penalty: 5544.515625
	Iteration 16Q: 3 clusters Score -9502293 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9502404.000000 Penalty: 5544.515625
	Iteration 17Q: 3 clusters Score -9502404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9502438.000000 Penalty: 5544.515625
	Iteration 18Q: 3 clusters Score -9502438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9502469.000000 Penalty: 5544.515625
	Iteration 19Q: 3 clusters Score -9502469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9502501.000000 Penalty: 5544.515625
	Iteration 20F: 3 clusters Score -9502501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9502517.000000 Penalty: 5544.515625
	Iteration 21Q: 3 clusters Score -9502517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9502545.000000 Penalty: 5544.515625
	Iteration 22Q: 3 clusters Score -9502545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9502554.000000 Penalty: 5544.515625
	Iteration 23Q: 3 clusters Score -9502554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9502564.000000 Penalty: 5544.515625
	Iteration 24Q: 3 clusters Score -9502564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9502581.000000 Penalty: 5544.515625
	Iteration 25Q: 3 clusters Score -9502581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9502585.000000 Penalty: 5544.515625
	Iteration 26Q: 3 clusters Score -9502585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9502591.000000 Penalty: 5544.515625
	Iteration 27Q: 3 clusters Score -9502591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9502598.000000 Penalty: 5544.515625
	Iteration 28Q: 3 clusters Score -9502598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9502608.000000 Penalty: 5544.515625
	Iteration 29Q: 3 clusters Score -9502608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9502597.000000 Penalty: 5544.515625
	Iteration 30Q: 3 clusters Score -9502597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9502604.000000 Penalty: 5544.515625
	Iteration 31Q: 3 clusters Score -9502604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9502610.000000 Penalty: 5544.515625
	Iteration 32Q: 3 clusters Score -9502610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9502619.000000 Penalty: 5544.515625
	Iteration 33Q: 3 clusters Score -9502619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9502624.000000 Penalty: 5544.515625
	Iteration 34Q: 3 clusters Score -9502624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9502624.000000 Penalty: 5544.515625
	Iteration 35F: 3 clusters Score -9502624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -253491.093750 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -253491.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250866.218750 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -250866.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251448.187500 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -251448.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -251618.203125 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -251618.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251709.390625 Penalty: 3797.543213
	Iteration 3Q: 3 clusters Score -251709.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -251777.140625 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -251777.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -251817.703125 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -251817.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -251861.843750 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -251861.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -251908.109375 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -251908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -251931.421875 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -251931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -251945.406250 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -251945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251962.453125 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -251962.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -251978.718750 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -251978.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -251986.937500 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -251986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -251992.406250 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -251992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -251997.250000 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -251997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -252003.062500 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -252003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -252005.578125 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -252005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -252007.718750 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -252007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -252010.671875 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -252010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -252014.671875 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -252014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -252016.765625 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -252016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -252018.703125 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -252018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -252020.078125 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -252020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -252020.796875 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -252020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252022.484375 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -252022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -252023.609375 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -252023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -252025.171875 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -252025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -252027.500000 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -252027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -252030.687500 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -252030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -252034.156250 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -252034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -252038.375000 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -252038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -252041.437500 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -252041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252047.234375 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -252047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -252050.781250 Penalty: 3797.543213
	Iteration 33Q: 3 clusters Score -252050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -252052.968750 Penalty: 3797.543213
	Iteration 34Q: 3 clusters Score -252053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -252054.843750 Penalty: 3797.543213
	Iteration 35Q: 3 clusters Score -252054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252055.250000 Penalty: 3797.543213
	Iteration 36Q: 3 clusters Score -252055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252055.250000 Penalty: 3797.543213
	Iteration 37F: 3 clusters Score -252055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Entering Unmasked Estep 
Score: -845562.000000 Penalty: 2183.062744
	Iteration 0F: 2 clusters Score -845562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -840026.187500 Penalty: 4366.125488
	Iteration 0F: 3 clusters Score -840026.2 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -841510.312500 Penalty: 4366.125488
	Iteration 1F: 3 clusters Score -841510.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -841843.687500 Penalty: 4366.125488
	Iteration 2F: 3 clusters Score -841843.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -842084.875000 Penalty: 4366.125488
	Iteration 3F: 3 clusters Score -842084.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -842313.312500 Penalty: 4366.125488
	Iteration 4F: 3 clusters Score -842313.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -842535.437500 Penalty: 4366.125488
	Iteration 5Q: 3 clusters Score -842535.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -842711.687500 Penalty: 4366.125488
	Iteration 6Q: 3 clusters Score -842711.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -842897.125000 Penalty: 4366.125488
	Iteration 7Q: 3 clusters Score -842897.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -843079.687500 Penalty: 4366.125488
	Iteration 8Q: 3 clusters Score -843079.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -843228.125000 Penalty: 4366.125488
	Iteration 9Q: 3 clusters Score -843228.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -843362.625000 Penalty: 4366.125488
	Iteration 10Q: 3 clusters Score -843362.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -843495.500000 Penalty: 4366.125488
	Iteration 11Q: 3 clusters Score -843495.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -843608.062500 Penalty: 4366.125488
	Iteration 12Q: 3 clusters Score -843608.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -843701.687500 Penalty: 4366.125488
	Iteration 13Q: 3 clusters Score -843701.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -843766.125000 Penalty: 4366.125488
	Iteration 14Q: 3 clusters Score -843766.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -843824.437500 Penalty: 4366.125488
	Iteration 15Q: 3 clusters Score -843824.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -843872.875000 Penalty: 4366.125488
	Iteration 16Q: 3 clusters Score -843872.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -843914.687500 Penalty: 4366.125488
	Iteration 17Q: 3 clusters Score -843914.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -843946.625000 Penalty: 4366.125488
	Iteration 18Q: 3 clusters Score -843946.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -843970.312500 Penalty: 4366.125488
	Iteration 19Q: 3 clusters Score -843970.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -843988.062500 Penalty: 4366.125488
	Iteration 20F: 3 clusters Score -843988.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -843995.500000 Penalty: 4366.125488
	Iteration 21Q: 3 clusters Score -843995.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -844003.937500 Penalty: 4366.125488
	Iteration 22Q: 3 clusters Score -844003.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -844011.250000 Penalty: 4366.125488
	Iteration 23Q: 3 clusters Score -844011.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -844023.812500 Penalty: 4366.125488
	Iteration 24Q: 3 clusters Score -844023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -844027.937500 Penalty: 4366.125488
	Iteration 25Q: 3 clusters Score -844027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -844033.187500 Penalty: 4366.125488
	Iteration 26Q: 3 clusters Score -844033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -844036.187500 Penalty: 4366.125488
	Iteration 27Q: 3 clusters Score -844036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -844039.500000 Penalty: 4366.125488
	Iteration 28Q: 3 clusters Score -844039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -844047.062500 Penalty: 4366.125488
	Iteration 29Q: 3 clusters Score -844047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -844050.812500 Penalty: 4366.125488
	Iteration 30Q: 3 clusters Score -844050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -844054.687500 Penalty: 4366.125488
	Iteration 31Q: 3 clusters Score -844054.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -844058.062500 Penalty: 4366.125488
	Iteration 32Q: 3 clusters Score -844058.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -844063.437500 Penalty: 4366.125488
	Iteration 33Q: 3 clusters Score -844063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -844066.812500 Penalty: 4366.125488
	Iteration 34Q: 3 clusters Score -844066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -844070.000000 Penalty: 4366.125488
	Iteration 35Q: 3 clusters Score -844070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -844071.937500 Penalty: 4366.125488
	Iteration 36Q: 3 clusters Score -844071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -844072.812500 Penalty: 4366.125488
	Iteration 37Q: 3 clusters Score -844072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -844072.687500 Penalty: 4366.125488
	Iteration 38Q: 3 clusters Score -844072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -844075.375000 Penalty: 4366.125488
	Iteration 39Q: 3 clusters Score -844075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -844078.000000 Penalty: 4366.125488
	Iteration 40F: 3 clusters Score -844078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -844081.125000 Penalty: 4366.125488
	Iteration 41Q: 3 clusters Score -844081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -844083.937500 Penalty: 4366.125488
	Iteration 42Q: 3 clusters Score -844083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -844085.812500 Penalty: 4366.125488
	Iteration 43Q: 3 clusters Score -844085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -844085.125000 Penalty: 4366.125488
	Iteration 44Q: 3 clusters Score -844085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -844084.375000 Penalty: 4366.125488
	Iteration 45Q: 3 clusters Score -844084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -844086.812500 Penalty: 4366.125488
	Iteration 46Q: 3 clusters Score -844086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -844086.687500 Penalty: 4366.125488
	Iteration 47Q: 3 clusters Score -844086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -844088.062500 Penalty: 4366.125488
	Iteration 48Q: 3 clusters Score -844088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -844087.187500 Penalty: 4366.125488
	Iteration 49Q: 3 clusters Score -844087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -844088.437500 Penalty: 4366.125488
	Iteration 50Q: 3 clusters Score -844088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -844088.500000 Penalty: 4366.125488
	Iteration 51Q: 3 clusters Score -844088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -844089.750000 Penalty: 4366.125488
	Iteration 52Q: 3 clusters Score -844089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -844089.750000 Penalty: 4366.125488
	Iteration 53F: 3 clusters Score -844089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -997988.000000 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -997988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -991883.312500 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -991883.3 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -993504.812500 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -993504.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -993832.750000 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -993832.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -994148.000000 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -994148 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -994509.562500 Penalty: 4429.656250
	Iteration 4F: 3 clusters Score -994509.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -994884.000000 Penalty: 4429.656250
	Iteration 5F: 3 clusters Score -994884 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -995212.875000 Penalty: 4429.656250
	Iteration 6F: 3 clusters Score -995212.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -995490.125000 Penalty: 4429.656250
	Iteration 7F: 3 clusters Score -995490.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -995664.187500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -995664.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -995785.625000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -995785.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -995866.625000 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -995866.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -995916.437500 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -995916.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -995955.625000 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -995955.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -995969.125000 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -995969.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -995986.625000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -995986.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -995996.375000 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -995996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -996003.562500 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -996003.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -996008.500000 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -996008.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -996010.875000 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -996010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -996014.375000 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -996014.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -996015.625000 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -996015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -996021.500000 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -996021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -996022.937500 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -996022.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -996026.062500 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -996026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -996025.562500 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -996025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -996029.437500 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -996029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -996028.125000 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -996028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -996027.687500 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -996027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -996028.312500 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -996028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -996027.750000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -996027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -996030.125000 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -996030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -996032.562500 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -996032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -996032.562500 Penalty: 4429.656250
	Iteration 32F: 3 clusters Score -996032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60860 members 
Mstep: Class 6 contains 213151 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11152 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111117 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132134 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 85897 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21850 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31193 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227502 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104608.000000 Penalty: 129890.000000
Iteration 359Q: 38 clusters Score -1.811046e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 213190 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21950 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8484 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111134 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 132121 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 23 contains 85902 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21849 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31137 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227509 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104640.000000 Penalty: 129890.000000
Iteration 360F: 38 clusters Score -1.811046e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 213242 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111151 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132116 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85905 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21850 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 31070 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227510 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104640.000000 Penalty: 129890.000000
Iteration 361Q: 38 clusters Score -1.811046e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 213273 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111165 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132107 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21851 members 
Mstep: Class 28 contains 91321 members 
Mstep: Class 29 contains 31018 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 227519 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104512.000000 Penalty: 129890.000000
Iteration 362Q: 38 clusters Score -1.811045e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 213304 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111180 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132105 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85905 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21852 members 
Mstep: Class 28 contains 91321 members 
Mstep: Class 29 contains 30957 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227538 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104496.000000 Penalty: 129890.000000
Iteration 363Q: 38 clusters Score -1.811045e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 213356 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111192 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132095 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85905 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 30890 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227548 members 
Mstep: Class 34 contains 71576 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104320.000000 Penalty: 129890.000000
Iteration 364Q: 38 clusters Score -1.811043e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 213403 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111205 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132093 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85907 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21858 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 30821 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227560 members 
Mstep: Class 34 contains 71578 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104192.000000 Penalty: 129890.000000
Iteration 365Q: 38 clusters Score -1.811042e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213452 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111212 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132087 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 30764 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227573 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104032.000000 Penalty: 129890.000000
Iteration 366Q: 38 clusters Score -1.81104e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 213499 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21939 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111223 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132089 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21856 members 
Mstep: Class 28 contains 91314 members 
Mstep: Class 29 contains 30702 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227580 members 
Mstep: Class 34 contains 71579 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104064.000000 Penalty: 129890.000000
Iteration 367Q: 38 clusters Score -1.811041e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213545 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111233 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132087 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21855 members 
Mstep: Class 28 contains 91314 members 
Mstep: Class 29 contains 30645 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227583 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104096.000000 Penalty: 129890.000000
Iteration 368Q: 38 clusters Score -1.811041e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 213601 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21939 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111242 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132086 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85906 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21854 members 
Mstep: Class 28 contains 91315 members 
Mstep: Class 29 contains 30580 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227586 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104144.000000 Penalty: 129890.000000
Iteration 369Q: 38 clusters Score -1.811041e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 213644 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111254 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132090 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85906 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 91316 members 
Mstep: Class 29 contains 30509 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227597 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104208.000000 Penalty: 129890.000000
Iteration 370Q: 38 clusters Score -1.811042e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213692 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111260 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132102 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85904 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 91316 members 
Mstep: Class 29 contains 30444 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227604 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104144.000000 Penalty: 129890.000000
Iteration 371Q: 38 clusters Score -1.811041e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 213751 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11160 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 111270 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132106 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19018 members 
Mstep: Class 23 contains 85904 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21858 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 30372 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227600 members 
Mstep: Class 34 contains 71580 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104128.000000 Penalty: 129890.000000
Iteration 372Q: 38 clusters Score -1.811041e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213794 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21939 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 111279 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132113 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19017 members 
Mstep: Class 23 contains 85907 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21859 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 30306 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227601 members 
Mstep: Class 34 contains 71578 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104128.000000 Penalty: 129890.000000
Iteration 373Q: 38 clusters Score -1.811041e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 213834 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 111287 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132118 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21860 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 30244 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227605 members 
Mstep: Class 34 contains 71578 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6652 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104240.000000 Penalty: 129890.000000
Iteration 374Q: 38 clusters Score -1.811042e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213872 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 111298 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132120 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85911 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21861 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 30177 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227606 members 
Mstep: Class 34 contains 71578 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104176.000000 Penalty: 129890.000000
Iteration 375Q: 38 clusters Score -1.811042e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213923 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 111304 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132116 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 23 contains 85909 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21864 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 30119 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227610 members 
Mstep: Class 34 contains 71577 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104208.000000 Penalty: 129890.000000
Iteration 376Q: 38 clusters Score -1.811042e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 213956 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 111316 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132118 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85911 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21867 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 30065 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227616 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104256.000000 Penalty: 129890.000000
Iteration 377Q: 38 clusters Score -1.811043e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 213994 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 111325 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132118 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21868 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 30006 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227620 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104224.000000 Penalty: 129890.000000
Iteration 378Q: 38 clusters Score -1.811042e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214040 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21945 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111335 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132111 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21869 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 29943 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227632 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103984.000000 Penalty: 129890.000000
Iteration 379Q: 38 clusters Score -1.81104e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60845 members 
Mstep: Class 6 contains 214074 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 111353 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132108 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21870 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 29882 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227649 members 
Mstep: Class 34 contains 71570 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104128.000000 Penalty: 129890.000000
Iteration 380F: 38 clusters Score -1.811041e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214116 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 111371 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132099 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21871 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 29820 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227659 members 
Mstep: Class 34 contains 71570 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104032.000000 Penalty: 129890.000000
Iteration 381Q: 38 clusters Score -1.81104e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 214141 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 111386 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132103 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21874 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 29759 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227671 members 
Mstep: Class 34 contains 71570 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103968.000000 Penalty: 129890.000000
Iteration 382Q: 38 clusters Score -1.81104e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214178 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111397 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132100 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21878 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 29689 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227686 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103856.000000 Penalty: 129890.000000
Iteration 383Q: 38 clusters Score -1.811039e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 214225 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11180 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111405 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132104 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 85920 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21878 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 29616 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227699 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103744.000000 Penalty: 129890.000000
Iteration 384Q: 38 clusters Score -1.811037e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 214273 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111413 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132109 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19030 members 
Mstep: Class 23 contains 85918 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21880 members 
Mstep: Class 28 contains 91316 members 
Mstep: Class 29 contains 29549 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227704 members 
Mstep: Class 34 contains 71571 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103968.000000 Penalty: 129890.000000
Iteration 385Q: 38 clusters Score -1.81104e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 214343 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21958 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111428 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132101 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19031 members 
Mstep: Class 23 contains 85919 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21880 members 
Mstep: Class 28 contains 91313 members 
Mstep: Class 29 contains 29469 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227702 members 
Mstep: Class 34 contains 71572 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104016.000000 Penalty: 129890.000000
Iteration 386Q: 38 clusters Score -1.81104e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 214402 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21960 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111440 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132085 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19031 members 
Mstep: Class 23 contains 85921 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21884 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 29403 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227706 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6653 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104016.000000 Penalty: 129890.000000
Iteration 387Q: 38 clusters Score -1.81104e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 214457 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21961 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 111450 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132078 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 85919 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21887 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 29332 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227717 members 
Mstep: Class 34 contains 71573 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6654 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103984.000000 Penalty: 129890.000000
Iteration 388Q: 38 clusters Score -1.81104e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214536 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111461 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132068 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21889 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 29248 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227719 members 
Mstep: Class 34 contains 71575 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104064.000000 Penalty: 129890.000000
Iteration 389Q: 38 clusters Score -1.811041e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60845 members 
Mstep: Class 6 contains 214602 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21970 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 111468 members 
Mstep: Class 18 contains 126950 members 
Mstep: Class 19 contains 132064 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21893 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 29174 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227722 members 
Mstep: Class 34 contains 71576 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104016.000000 Penalty: 129890.000000
Iteration 390Q: 38 clusters Score -1.81104e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214654 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21978 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8480 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111477 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132054 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 29115 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227721 members 
Mstep: Class 34 contains 71577 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104208.000000 Penalty: 129890.000000
Iteration 391Q: 38 clusters Score -1.811042e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 214709 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21982 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8479 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111488 members 
Mstep: Class 18 contains 126951 members 
Mstep: Class 19 contains 132060 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 91306 members 
Mstep: Class 29 contains 29044 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227710 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6664 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104032.000000 Penalty: 129890.000000
Iteration 392Q: 38 clusters Score -1.81104e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 214748 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21983 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 111499 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132061 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21897 members 
Mstep: Class 28 contains 91306 members 
Mstep: Class 29 contains 28983 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227720 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6666 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104064.000000 Penalty: 129890.000000
Iteration 393Q: 38 clusters Score -1.811041e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 214799 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21987 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111505 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132056 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21897 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 28918 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227729 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6667 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104048.000000 Penalty: 129890.000000
Iteration 394Q: 38 clusters Score -1.81104e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 214865 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21989 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111512 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132041 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85913 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 91306 members 
Mstep: Class 29 contains 28852 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227733 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103984.000000 Penalty: 129890.000000
Iteration 395Q: 38 clusters Score -1.81104e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 214923 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21987 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111514 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132037 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 28784 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227744 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6669 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104032.000000 Penalty: 129890.000000
Iteration 396Q: 38 clusters Score -1.81104e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 214993 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21988 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111522 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132036 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21900 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 28691 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227745 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6669 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103808.000000 Penalty: 129890.000000
Iteration 397Q: 38 clusters Score -1.811038e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 215055 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21988 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111541 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132038 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21898 members 
Mstep: Class 28 contains 91307 members 
Mstep: Class 29 contains 28602 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227748 members 
Mstep: Class 34 contains 71588 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103872.000000 Penalty: 129890.000000
Iteration 398Q: 38 clusters Score -1.811039e+08 nChanged 161
Entering ConstructFrom: 
Score: -181103872.000000 Penalty: 129890.000000
Entering ConstructFrom: 
Trying to split cluster 1 (31570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Entering Unmasked Estep 
Score: -4133549.250000 Penalty: 2569.270752
	Iteration 0F: 2 clusters Score -4133549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4112133.000000 Penalty: 5138.541504
	Iteration 0F: 3 clusters Score -4112133 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4119773.250000 Penalty: 5138.541504
	Iteration 1F: 3 clusters Score -4119773 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4120250.500000 Penalty: 5138.541504
	Iteration 2Q: 3 clusters Score -4120250 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4120699.000000 Penalty: 5138.541504
	Iteration 3Q: 3 clusters Score -4120699 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4121294.750000 Penalty: 5138.541504
	Iteration 4Q: 3 clusters Score -4121295 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4122068.750000 Penalty: 5138.541504
	Iteration 5F: 3 clusters Score -4122069 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4123226.000000 Penalty: 5138.541504
	Iteration 6F: 3 clusters Score -4123226 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4124886.250000 Penalty: 5138.541504
	Iteration 7F: 3 clusters Score -4124886 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4126801.750000 Penalty: 5138.541504
	Iteration 8F: 3 clusters Score -4126802 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -4128486.250000 Penalty: 5138.541504
	Iteration 9F: 3 clusters Score -4128486 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4129563.500000 Penalty: 5138.541504
	Iteration 10Q: 3 clusters Score -4129564 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4130116.000000 Penalty: 5138.541504
	Iteration 11Q: 3 clusters Score -4130116 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4130488.500000 Penalty: 5138.541504
	Iteration 12Q: 3 clusters Score -4130488 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4130697.250000 Penalty: 5138.541504
	Iteration 13Q: 3 clusters Score -4130697 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4130829.500000 Penalty: 5138.541504
	Iteration 14Q: 3 clusters Score -4130830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4130887.750000 Penalty: 5138.541504
	Iteration 15Q: 3 clusters Score -4130888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4130941.750000 Penalty: 5138.541504
	Iteration 16Q: 3 clusters Score -4130942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4130992.750000 Penalty: 5138.541504
	Iteration 17Q: 3 clusters Score -4130993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4131014.000000 Penalty: 5138.541504
	Iteration 18Q: 3 clusters Score -4131014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4131047.500000 Penalty: 5138.541504
	Iteration 19Q: 3 clusters Score -4131048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4131076.750000 Penalty: 5138.541504
	Iteration 20F: 3 clusters Score -4131077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4131097.000000 Penalty: 5138.541504
	Iteration 21Q: 3 clusters Score -4131097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4131112.750000 Penalty: 5138.541504
	Iteration 22Q: 3 clusters Score -4131113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4131120.500000 Penalty: 5138.541504
	Iteration 23Q: 3 clusters Score -4131120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4131130.750000 Penalty: 5138.541504
	Iteration 24Q: 3 clusters Score -4131131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4131136.750000 Penalty: 5138.541504
	Iteration 25Q: 3 clusters Score -4131137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4131153.250000 Penalty: 5138.541504
	Iteration 26Q: 3 clusters Score -4131153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4131153.250000 Penalty: 5138.541504
	Iteration 27Q: 3 clusters Score -4131153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4131152.750000 Penalty: 5138.541504
	Iteration 28Q: 3 clusters Score -4131153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4131171.250000 Penalty: 5138.541504
	Iteration 29Q: 3 clusters Score -4131171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4131184.000000 Penalty: 5138.541504
	Iteration 30Q: 3 clusters Score -4131184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4131191.750000 Penalty: 5138.541504
	Iteration 31Q: 3 clusters Score -4131192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4131199.000000 Penalty: 5138.541504
	Iteration 32Q: 3 clusters Score -4131199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4131207.500000 Penalty: 5138.541504
	Iteration 33Q: 3 clusters Score -4131208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4131214.500000 Penalty: 5138.541504
	Iteration 34Q: 3 clusters Score -4131214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4131227.250000 Penalty: 5138.541504
	Iteration 35Q: 3 clusters Score -4131227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4131240.000000 Penalty: 5138.541504
	Iteration 36Q: 3 clusters Score -4131240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4131250.250000 Penalty: 5138.541504
	Iteration 37Q: 3 clusters Score -4131250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4131265.000000 Penalty: 5138.541504
	Iteration 38Q: 3 clusters Score -4131265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4131270.000000 Penalty: 5138.541504
	Iteration 39Q: 3 clusters Score -4131270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4131275.750000 Penalty: 5138.541504
	Iteration 40F: 3 clusters Score -4131276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4131286.250000 Penalty: 5138.541504
	Iteration 41Q: 3 clusters Score -4131286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4131294.250000 Penalty: 5138.541504
	Iteration 42Q: 3 clusters Score -4131294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4131303.000000 Penalty: 5138.541504
	Iteration 43Q: 3 clusters Score -4131303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4131312.500000 Penalty: 5138.541504
	Iteration 44Q: 3 clusters Score -4131312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4131317.250000 Penalty: 5138.541504
	Iteration 45Q: 3 clusters Score -4131317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4131323.750000 Penalty: 5138.541504
	Iteration 46Q: 3 clusters Score -4131324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4131331.500000 Penalty: 5138.541504
	Iteration 47Q: 3 clusters Score -4131332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4131337.000000 Penalty: 5138.541504
	Iteration 48Q: 3 clusters Score -4131337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4131344.750000 Penalty: 5138.541504
	Iteration 49Q: 3 clusters Score -4131345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4131343.750000 Penalty: 5138.541504
	Iteration 50Q: 3 clusters Score -4131344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4131358.250000 Penalty: 5138.541504
	Iteration 51Q: 3 clusters Score -4131358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4131363.000000 Penalty: 5138.541504
	Iteration 52Q: 3 clusters Score -4131363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4131368.250000 Penalty: 5138.541504
	Iteration 53Q: 3 clusters Score -4131368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4131374.250000 Penalty: 5138.541504
	Iteration 54Q: 3 clusters Score -4131374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4131375.250000 Penalty: 5138.541504
	Iteration 55Q: 3 clusters Score -4131375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4131382.750000 Penalty: 5138.541504
	Iteration 56Q: 3 clusters Score -4131383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4131385.500000 Penalty: 5138.541504
	Iteration 57Q: 3 clusters Score -4131386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4131385.500000 Penalty: 5138.541504
	Iteration 58Q: 3 clusters Score -4131386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4131391.250000 Penalty: 5138.541504
	Iteration 59Q: 3 clusters Score -4131391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4131393.250000 Penalty: 5138.541504
	Iteration 60F: 3 clusters Score -4131393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4131393.250000 Penalty: 5138.541504
	Iteration 61Q: 3 clusters Score -4131393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4131392.250000 Penalty: 5138.541504
	Iteration 62Q: 3 clusters Score -4131392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4131395.500000 Penalty: 5138.541504
	Iteration 63Q: 3 clusters Score -4131396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4131402.500000 Penalty: 5138.541504
	Iteration 64Q: 3 clusters Score -4131402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4131403.500000 Penalty: 5138.541504
	Iteration 65Q: 3 clusters Score -4131404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4131404.250000 Penalty: 5138.541504
	Iteration 66Q: 3 clusters Score -4131404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4131404.000000 Penalty: 5138.541504
	Iteration 67Q: 3 clusters Score -4131404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4131404.000000 Penalty: 5138.541504
	Iteration 68F: 3 clusters Score -4131404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -374685.218750 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -374685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -371337.687500 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -371337.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -372157.312500 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -372157.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -372439.593750 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -372439.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -372631.906250 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -372631.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -372808.343750 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -372808.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -372937.468750 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -372937.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -373044.593750 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -373044.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -373116.750000 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -373116.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -373187.875000 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -373187.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -373250.968750 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -373251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -373291.218750 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -373291.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -373327.000000 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -373327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373361.875000 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -373361.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373396.468750 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -373396.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -373421.062500 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -373421.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -373433.781250 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -373433.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373442.968750 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -373443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -373456.187500 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -373456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -373474.093750 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -373474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -373486.281250 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -373486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -373500.406250 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -373500.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -373518.500000 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -373518.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -373530.781250 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -373530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -373541.968750 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -373542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -373551.937500 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -373551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -373560.312500 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -373560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -373566.062500 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -373566.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -373574.656250 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -373574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -373607.875000 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -373607.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -373619.531250 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -373619.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -373634.062500 Penalty: 4012.991455
	Iteration 30Q: 3 clusters Score -373634.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -373645.343750 Penalty: 4012.991455
	Iteration 31Q: 3 clusters Score -373645.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -373657.156250 Penalty: 4012.991455
	Iteration 32Q: 3 clusters Score -373657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -373662.593750 Penalty: 4012.991455
	Iteration 33Q: 3 clusters Score -373662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -373664.812500 Penalty: 4012.991455
	Iteration 34Q: 3 clusters Score -373664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -373667.031250 Penalty: 4012.991455
	Iteration 35Q: 3 clusters Score -373667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -373668.187500 Penalty: 4012.991455
	Iteration 36Q: 3 clusters Score -373668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -373671.968750 Penalty: 4012.991455
	Iteration 37Q: 3 clusters Score -373672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -373675.968750 Penalty: 4012.991455
	Iteration 38Q: 3 clusters Score -373676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -373679.000000 Penalty: 4012.991455
	Iteration 39Q: 3 clusters Score -373679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -373679.468750 Penalty: 4012.991455
	Iteration 40F: 3 clusters Score -373679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -373680.593750 Penalty: 4012.991455
	Iteration 41Q: 3 clusters Score -373680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -373681.875000 Penalty: 4012.991455
	Iteration 42Q: 3 clusters Score -373681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -373684.281250 Penalty: 4012.991455
	Iteration 43Q: 3 clusters Score -373684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -373686.156250 Penalty: 4012.991455
	Iteration 44Q: 3 clusters Score -373686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -373686.750000 Penalty: 4012.991455
	Iteration 45Q: 3 clusters Score -373686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -373686.406250 Penalty: 4012.991455
	Iteration 46Q: 3 clusters Score -373686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -373686.406250 Penalty: 4012.991455
	Iteration 47F: 3 clusters Score -373686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 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 309 members 
Entering Unmasked Estep 
Score: -77530.835938 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77530.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77704.421875 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77704.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77762.703125 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -77762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77788.289062 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77788.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77803.937500 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77803.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77805.078125 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77805.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77805.078125 Penalty: 3186.735107
	Iteration 6F: 3 clusters Score -77805.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1654734.125000 Penalty: 2341.105957
	Iteration 0F: 2 clusters Score -1654734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1645371.500000 Penalty: 4682.211914
	Iteration 0F: 3 clusters Score -1645372 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1648258.500000 Penalty: 4682.211914
	Iteration 1F: 3 clusters Score -1648258 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1648608.375000 Penalty: 4682.211914
	Iteration 2F: 3 clusters Score -1648608 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1648890.125000 Penalty: 4682.211914
	Iteration 3F: 3 clusters Score -1648890 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1649102.625000 Penalty: 4682.211914
	Iteration 4Q: 3 clusters Score -1649103 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1649319.250000 Penalty: 4682.211914
	Iteration 5Q: 3 clusters Score -1649319 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1649570.750000 Penalty: 4682.211914
	Iteration 6Q: 3 clusters Score -1649571 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1649851.875000 Penalty: 4682.211914
	Iteration 7Q: 3 clusters Score -1649852 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1650183.625000 Penalty: 4682.211914
	Iteration 8Q: 3 clusters Score -1650184 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1650502.625000 Penalty: 4682.211914
	Iteration 9Q: 3 clusters Score -1650503 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1650836.250000 Penalty: 4682.211914
	Iteration 10Q: 3 clusters Score -1650836 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1651185.125000 Penalty: 4682.211914
	Iteration 11Q: 3 clusters Score -1651185 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1651507.625000 Penalty: 4682.211914
	Iteration 12Q: 3 clusters Score -1651508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1651771.750000 Penalty: 4682.211914
	Iteration 13Q: 3 clusters Score -1651772 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1652000.500000 Penalty: 4682.211914
	Iteration 14Q: 3 clusters Score -1652000 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1652176.750000 Penalty: 4682.211914
	Iteration 15Q: 3 clusters Score -1652177 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1652326.125000 Penalty: 4682.211914
	Iteration 16Q: 3 clusters Score -1652326 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1652407.625000 Penalty: 4682.211914
	Iteration 17Q: 3 clusters Score -1652408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1652464.500000 Penalty: 4682.211914
	Iteration 18Q: 3 clusters Score -1652464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1652504.375000 Penalty: 4682.211914
	Iteration 19Q: 3 clusters Score -1652504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1652535.000000 Penalty: 4682.211914
	Iteration 20F: 3 clusters Score -1652535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1652561.750000 Penalty: 4682.211914
	Iteration 21Q: 3 clusters Score -1652562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1652591.500000 Penalty: 4682.211914
	Iteration 22Q: 3 clusters Score -1652592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1652612.000000 Penalty: 4682.211914
	Iteration 23Q: 3 clusters Score -1652612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1652634.250000 Penalty: 4682.211914
	Iteration 24Q: 3 clusters Score -1652634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1652655.500000 Penalty: 4682.211914
	Iteration 25Q: 3 clusters Score -1652656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1652676.125000 Penalty: 4682.211914
	Iteration 26Q: 3 clusters Score -1652676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1652705.625000 Penalty: 4682.211914
	Iteration 27Q: 3 clusters Score -1652706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1652723.375000 Penalty: 4682.211914
	Iteration 28Q: 3 clusters Score -1652723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1652733.875000 Penalty: 4682.211914
	Iteration 29Q: 3 clusters Score -1652734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1652744.875000 Penalty: 4682.211914
	Iteration 30Q: 3 clusters Score -1652745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1652762.625000 Penalty: 4682.211914
	Iteration 31Q: 3 clusters Score -1652763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1652774.375000 Penalty: 4682.211914
	Iteration 32Q: 3 clusters Score -1652774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1652796.500000 Penalty: 4682.211914
	Iteration 33Q: 3 clusters Score -1652796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1652824.500000 Penalty: 4682.211914
	Iteration 34Q: 3 clusters Score -1652824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1652842.500000 Penalty: 4682.211914
	Iteration 35Q: 3 clusters Score -1652842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1652865.750000 Penalty: 4682.211914
	Iteration 36Q: 3 clusters Score -1652866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1652875.625000 Penalty: 4682.211914
	Iteration 37Q: 3 clusters Score -1652876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1652885.500000 Penalty: 4682.211914
	Iteration 38Q: 3 clusters Score -1652886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1652897.875000 Penalty: 4682.211914
	Iteration 39Q: 3 clusters Score -1652898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1652909.000000 Penalty: 4682.211914
	Iteration 40F: 3 clusters Score -1652909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1652917.625000 Penalty: 4682.211914
	Iteration 41Q: 3 clusters Score -1652918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1652923.250000 Penalty: 4682.211914
	Iteration 42Q: 3 clusters Score -1652923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1652930.125000 Penalty: 4682.211914
	Iteration 43Q: 3 clusters Score -1652930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1652932.000000 Penalty: 4682.211914
	Iteration 44Q: 3 clusters Score -1652932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1652934.375000 Penalty: 4682.211914
	Iteration 45Q: 3 clusters Score -1652934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1652933.750000 Penalty: 4682.211914
	Iteration 46Q: 3 clusters Score -1652934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1652933.750000 Penalty: 4682.211914
	Iteration 47F: 3 clusters Score -1652934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Entering Unmasked Estep 
Score: -8043336.500000 Penalty: 2732.017578
	Iteration 0F: 2 clusters Score -8043336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -8002542.000000 Penalty: 5464.035156
	Iteration 0F: 3 clusters Score -8002542 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8018461.000000 Penalty: 5464.035156
	Iteration 1F: 3 clusters Score -8018461 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -8019242.000000 Penalty: 5464.035156
	Iteration 2Q: 3 clusters Score -8019242 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -8020122.000000 Penalty: 5464.035156
	Iteration 3Q: 3 clusters Score -8020122 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -8021087.000000 Penalty: 5464.035156
	Iteration 4Q: 3 clusters Score -8021087 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -8022266.000000 Penalty: 5464.035156
	Iteration 5Q: 3 clusters Score -8022266 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -8023621.000000 Penalty: 5464.035156
	Iteration 6Q: 3 clusters Score -8023621 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -8024895.500000 Penalty: 5464.035156
	Iteration 7Q: 3 clusters Score -8024896 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -8025981.000000 Penalty: 5464.035156
	Iteration 8Q: 3 clusters Score -8025981 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -8026881.500000 Penalty: 5464.035156
	Iteration 9Q: 3 clusters Score -8026882 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -8027569.500000 Penalty: 5464.035156
	Iteration 10Q: 3 clusters Score -8027570 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -8028072.500000 Penalty: 5464.035156
	Iteration 11Q: 3 clusters Score -8028072 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -8028572.500000 Penalty: 5464.035156
	Iteration 12Q: 3 clusters Score -8028572 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -8028901.500000 Penalty: 5464.035156
	Iteration 13Q: 3 clusters Score -8028902 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8029198.500000 Penalty: 5464.035156
	Iteration 14Q: 3 clusters Score -8029198 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -8029343.000000 Penalty: 5464.035156
	Iteration 15Q: 3 clusters Score -8029343 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8029513.500000 Penalty: 5464.035156
	Iteration 16Q: 3 clusters Score -8029514 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -8029684.000000 Penalty: 5464.035156
	Iteration 17Q: 3 clusters Score -8029684 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -8029792.500000 Penalty: 5464.035156
	Iteration 18Q: 3 clusters Score -8029792 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -8029900.500000 Penalty: 5464.035156
	Iteration 19Q: 3 clusters Score -8029900 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -8030062.500000 Penalty: 5464.035156
	Iteration 20F: 3 clusters Score -8030062 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -8030247.500000 Penalty: 5464.035156
	Iteration 21Q: 3 clusters Score -8030248 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8030561.000000 Penalty: 5464.035156
	Iteration 22Q: 3 clusters Score -8030561 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -8030865.000000 Penalty: 5464.035156
	Iteration 23Q: 3 clusters Score -8030865 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8031310.500000 Penalty: 5464.035156
	Iteration 24Q: 3 clusters Score -8031310 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8031854.500000 Penalty: 5464.035156
	Iteration 25Q: 3 clusters Score -8031854 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -8032595.000000 Penalty: 5464.035156
	Iteration 26Q: 3 clusters Score -8032595 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -8033479.500000 Penalty: 5464.035156
	Iteration 27Q: 3 clusters Score -8033480 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8034643.000000 Penalty: 5464.035156
	Iteration 28Q: 3 clusters Score -8034643 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -8035828.500000 Penalty: 5464.035156
	Iteration 29Q: 3 clusters Score -8035828 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8037129.000000 Penalty: 5464.035156
	Iteration 30Q: 3 clusters Score -8037129 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -8038154.000000 Penalty: 5464.035156
	Iteration 31Q: 3 clusters Score -8038154 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8038980.000000 Penalty: 5464.035156
	Iteration 32Q: 3 clusters Score -8038980 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8039573.500000 Penalty: 5464.035156
	Iteration 33Q: 3 clusters Score -8039574 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8039992.500000 Penalty: 5464.035156
	Iteration 34Q: 3 clusters Score -8039992 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8040251.000000 Penalty: 5464.035156
	Iteration 35Q: 3 clusters Score -8040251 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8040426.500000 Penalty: 5464.035156
	Iteration 36Q: 3 clusters Score -8040426 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8040552.000000 Penalty: 5464.035156
	Iteration 37Q: 3 clusters Score -8040552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8040664.500000 Penalty: 5464.035156
	Iteration 38Q: 3 clusters Score -8040664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8040739.500000 Penalty: 5464.035156
	Iteration 39Q: 3 clusters Score -8040740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8040788.000000 Penalty: 5464.035156
	Iteration 40F: 3 clusters Score -8040788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8040850.500000 Penalty: 5464.035156
	Iteration 41Q: 3 clusters Score -8040850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8040890.000000 Penalty: 5464.035156
	Iteration 42Q: 3 clusters Score -8040890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8040919.000000 Penalty: 5464.035156
	Iteration 43Q: 3 clusters Score -8040919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8040942.500000 Penalty: 5464.035156
	Iteration 44Q: 3 clusters Score -8040942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8040951.500000 Penalty: 5464.035156
	Iteration 45Q: 3 clusters Score -8040952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8040969.500000 Penalty: 5464.035156
	Iteration 46Q: 3 clusters Score -8040970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8040981.500000 Penalty: 5464.035156
	Iteration 47Q: 3 clusters Score -8040982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8040991.500000 Penalty: 5464.035156
	Iteration 48Q: 3 clusters Score -8040992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8041014.000000 Penalty: 5464.035156
	Iteration 49Q: 3 clusters Score -8041014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8041028.500000 Penalty: 5464.035156
	Iteration 50Q: 3 clusters Score -8041028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8041035.000000 Penalty: 5464.035156
	Iteration 51Q: 3 clusters Score -8041035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8041034.500000 Penalty: 5464.035156
	Iteration 52Q: 3 clusters Score -8041034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8041046.500000 Penalty: 5464.035156
	Iteration 53Q: 3 clusters Score -8041046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8041052.000000 Penalty: 5464.035156
	Iteration 54Q: 3 clusters Score -8041052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8041058.000000 Penalty: 5464.035156
	Iteration 55Q: 3 clusters Score -8041058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8041059.000000 Penalty: 5464.035156
	Iteration 56Q: 3 clusters Score -8041059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8041058.000000 Penalty: 5464.035156
	Iteration 57Q: 3 clusters Score -8041058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8041059.000000 Penalty: 5464.035156
	Iteration 58Q: 3 clusters Score -8041059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8041059.000000 Penalty: 5464.035156
	Iteration 59F: 3 clusters Score -8041059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215101 members 
Entering Unmasked Estep 
Score: -28867726.000000 Penalty: 3045.157959
	Iteration 0F: 2 clusters Score -2.886773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -28750732.000000 Penalty: 6090.315918
	Iteration 0F: 3 clusters Score -2.875073e+07 nChanged 103678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -28811346.000000 Penalty: 6090.315918
	Iteration 1F: 3 clusters Score -2.881135e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -28812040.000000 Penalty: 6090.315918
	Iteration 2Q: 3 clusters Score -2.881204e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -28813408.000000 Penalty: 6090.315918
	Iteration 3Q: 3 clusters Score -2.881341e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -28814894.000000 Penalty: 6090.315918
	Iteration 4Q: 3 clusters Score -2.881489e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -28817116.000000 Penalty: 6090.315918
	Iteration 5Q: 3 clusters Score -2.881712e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -28820754.000000 Penalty: 6090.315918
	Iteration 6Q: 3 clusters Score -2.882075e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 139911 members 
Entering Unmasked Estep 
Score: -28826634.000000 Penalty: 6090.315918
	Iteration 7F: 3 clusters Score -2.882663e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -28834252.000000 Penalty: 6090.315918
	Iteration 8F: 3 clusters Score -2.883425e+07 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -28842102.000000 Penalty: 6090.315918
	Iteration 9F: 3 clusters Score -2.88421e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -28848024.000000 Penalty: 6090.315918
	Iteration 10F: 3 clusters Score -2.884802e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -28851050.000000 Penalty: 6090.315918
	Iteration 11Q: 3 clusters Score -2.885105e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -28852324.000000 Penalty: 6090.315918
	Iteration 12Q: 3 clusters Score -2.885232e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -28852850.000000 Penalty: 6090.315918
	Iteration 13Q: 3 clusters Score -2.885285e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -28853052.000000 Penalty: 6090.315918
	Iteration 14Q: 3 clusters Score -2.885305e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -28853236.000000 Penalty: 6090.315918
	Iteration 15Q: 3 clusters Score -2.885324e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -28853394.000000 Penalty: 6090.315918
	Iteration 16Q: 3 clusters Score -2.885339e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -28853666.000000 Penalty: 6090.315918
	Iteration 17Q: 3 clusters Score -2.885367e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -28854078.000000 Penalty: 6090.315918
	Iteration 18Q: 3 clusters Score -2.885408e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -28854268.000000 Penalty: 6090.315918
	Iteration 19Q: 3 clusters Score -2.885427e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -28854566.000000 Penalty: 6090.315918
	Iteration 20F: 3 clusters Score -2.885457e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -28854762.000000 Penalty: 6090.315918
	Iteration 21Q: 3 clusters Score -2.885476e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 128614 members 
Entering Unmasked Estep 
Score: -28855162.000000 Penalty: 6090.315918
	Iteration 22Q: 3 clusters Score -2.885516e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 126417 members 
Entering Unmasked Estep 
Score: -28855340.000000 Penalty: 6090.315918
	Iteration 23Q: 3 clusters Score -2.885534e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -28855532.000000 Penalty: 6090.315918
	Iteration 24Q: 3 clusters Score -2.885553e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 121978 members 
Entering Unmasked Estep 
Score: -28855656.000000 Penalty: 6090.315918
	Iteration 25Q: 3 clusters Score -2.885566e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -28855870.000000 Penalty: 6090.315918
	Iteration 26Q: 3 clusters Score -2.885587e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -28856060.000000 Penalty: 6090.315918
	Iteration 27Q: 3 clusters Score -2.885606e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -28856170.000000 Penalty: 6090.315918
	Iteration 28Q: 3 clusters Score -2.885617e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -28856268.000000 Penalty: 6090.315918
	Iteration 29Q: 3 clusters Score -2.885627e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -28856488.000000 Penalty: 6090.315918
	Iteration 30Q: 3 clusters Score -2.885649e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -28856646.000000 Penalty: 6090.315918
	Iteration 31Q: 3 clusters Score -2.885665e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -28856770.000000 Penalty: 6090.315918
	Iteration 32Q: 3 clusters Score -2.885677e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -28856818.000000 Penalty: 6090.315918
	Iteration 33Q: 3 clusters Score -2.885682e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -28857182.000000 Penalty: 6090.315918
	Iteration 34Q: 3 clusters Score -2.885718e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119131 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -28857598.000000 Penalty: 6090.315918
	Iteration 35Q: 3 clusters Score -2.88576e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -28858056.000000 Penalty: 6090.315918
	Iteration 36Q: 3 clusters Score -2.885806e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -28858374.000000 Penalty: 6090.315918
	Iteration 37Q: 3 clusters Score -2.885837e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136367 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -28859074.000000 Penalty: 6090.315918
	Iteration 38Q: 3 clusters Score -2.885907e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -28859506.000000 Penalty: 6090.315918
	Iteration 39Q: 3 clusters Score -2.885951e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -28860706.000000 Penalty: 6090.315918
	Iteration 40F: 3 clusters Score -2.886071e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -28862276.000000 Penalty: 6090.315918
	Iteration 41F: 3 clusters Score -2.886228e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -28863530.000000 Penalty: 6090.315918
	Iteration 42F: 3 clusters Score -2.886353e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190649 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -28863566.000000 Penalty: 6090.315918
	Iteration 43F: 3 clusters Score -2.886357e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200389 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -28864054.000000 Penalty: 6090.315918
	Iteration 44Q: 3 clusters Score -2.886405e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206750 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -28864386.000000 Penalty: 6090.315918
	Iteration 45Q: 3 clusters Score -2.886439e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210453 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -28864776.000000 Penalty: 6090.315918
	Iteration 46Q: 3 clusters Score -2.886478e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212434 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -28865020.000000 Penalty: 6090.315918
	Iteration 47Q: 3 clusters Score -2.886502e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -28865060.000000 Penalty: 6090.315918
	Iteration 48Q: 3 clusters Score -2.886506e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214039 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -28865134.000000 Penalty: 6090.315918
	Iteration 49Q: 3 clusters Score -2.886513e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -28865150.000000 Penalty: 6090.315918
	Iteration 50Q: 3 clusters Score -2.886515e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -28865180.000000 Penalty: 6090.315918
	Iteration 51Q: 3 clusters Score -2.886518e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -28865228.000000 Penalty: 6090.315918
	Iteration 52Q: 3 clusters Score -2.886523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214583 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28865206.000000 Penalty: 6090.315918
	Iteration 53Q: 3 clusters Score -2.886521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -28865232.000000 Penalty: 6090.315918
	Iteration 54Q: 3 clusters Score -2.886523e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28865228.000000 Penalty: 6090.315918
	Iteration 55Q: 3 clusters Score -2.886523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28865258.000000 Penalty: 6090.315918
	Iteration 56Q: 3 clusters Score -2.886526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214627 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28865254.000000 Penalty: 6090.315918
	Iteration 57Q: 3 clusters Score -2.886525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -28865280.000000 Penalty: 6090.315918
	Iteration 58Q: 3 clusters Score -2.886528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214637 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -28865286.000000 Penalty: 6090.315918
	Iteration 59Q: 3 clusters Score -2.886529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214646 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -28865274.000000 Penalty: 6090.315918
	Iteration 60F: 3 clusters Score -2.886527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214648 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -28865280.000000 Penalty: 6090.315918
	Iteration 61Q: 3 clusters Score -2.886528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -28865276.000000 Penalty: 6090.315918
	Iteration 62Q: 3 clusters Score -2.886528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214655 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28865276.000000 Penalty: 6090.315918
	Iteration 63Q: 3 clusters Score -2.886528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28865288.000000 Penalty: 6090.315918
	Iteration 64Q: 3 clusters Score -2.886529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214660 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -28865286.000000 Penalty: 6090.315918
	Iteration 65Q: 3 clusters Score -2.886529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214662 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -28865262.000000 Penalty: 6090.315918
	Iteration 66Q: 3 clusters Score -2.886526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214662 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -28865262.000000 Penalty: 6090.315918
	Iteration 67F: 3 clusters Score -2.886526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Entering Unmasked Estep 
Score: -2532308.750000 Penalty: 2462.889404
	Iteration 0F: 2 clusters Score -2532309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2517850.500000 Penalty: 4925.778809
	Iteration 0F: 3 clusters Score -2517850 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2522882.750000 Penalty: 4925.778809
	Iteration 1F: 3 clusters Score -2522883 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2523596.500000 Penalty: 4925.778809
	Iteration 2F: 3 clusters Score -2523596 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2524380.000000 Penalty: 4925.778809
	Iteration 3F: 3 clusters Score -2524380 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2525253.000000 Penalty: 4925.778809
	Iteration 4F: 3 clusters Score -2525253 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2526123.000000 Penalty: 4925.778809
	Iteration 5F: 3 clusters Score -2526123 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2527024.500000 Penalty: 4925.778809
	Iteration 6F: 3 clusters Score -2527024 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2527782.750000 Penalty: 4925.778809
	Iteration 7F: 3 clusters Score -2527783 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2528355.750000 Penalty: 4925.778809
	Iteration 8Q: 3 clusters Score -2528356 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2528748.750000 Penalty: 4925.778809
	Iteration 9Q: 3 clusters Score -2528749 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2529019.500000 Penalty: 4925.778809
	Iteration 10Q: 3 clusters Score -2529020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2529199.500000 Penalty: 4925.778809
	Iteration 11Q: 3 clusters Score -2529200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2529346.750000 Penalty: 4925.778809
	Iteration 12Q: 3 clusters Score -2529347 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2529480.250000 Penalty: 4925.778809
	Iteration 13Q: 3 clusters Score -2529480 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2529564.250000 Penalty: 4925.778809
	Iteration 14Q: 3 clusters Score -2529564 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2529668.500000 Penalty: 4925.778809
	Iteration 15Q: 3 clusters Score -2529668 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2529744.500000 Penalty: 4925.778809
	Iteration 16Q: 3 clusters Score -2529744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2529854.250000 Penalty: 4925.778809
	Iteration 17Q: 3 clusters Score -2529854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2529933.750000 Penalty: 4925.778809
	Iteration 18Q: 3 clusters Score -2529934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2529997.750000 Penalty: 4925.778809
	Iteration 19Q: 3 clusters Score -2529998 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2530075.000000 Penalty: 4925.778809
	Iteration 20F: 3 clusters Score -2530075 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2530142.500000 Penalty: 4925.778809
	Iteration 21Q: 3 clusters Score -2530142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2530197.750000 Penalty: 4925.778809
	Iteration 22Q: 3 clusters Score -2530198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2530247.500000 Penalty: 4925.778809
	Iteration 23Q: 3 clusters Score -2530248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2530305.750000 Penalty: 4925.778809
	Iteration 24Q: 3 clusters Score -2530306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2530349.500000 Penalty: 4925.778809
	Iteration 25Q: 3 clusters Score -2530350 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2530390.250000 Penalty: 4925.778809
	Iteration 26Q: 3 clusters Score -2530390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2530425.000000 Penalty: 4925.778809
	Iteration 27Q: 3 clusters Score -2530425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2530436.250000 Penalty: 4925.778809
	Iteration 28Q: 3 clusters Score -2530436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2530449.500000 Penalty: 4925.778809
	Iteration 29Q: 3 clusters Score -2530450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2530471.250000 Penalty: 4925.778809
	Iteration 30Q: 3 clusters Score -2530471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2530490.750000 Penalty: 4925.778809
	Iteration 31Q: 3 clusters Score -2530491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2530506.250000 Penalty: 4925.778809
	Iteration 32Q: 3 clusters Score -2530506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2530516.250000 Penalty: 4925.778809
	Iteration 33Q: 3 clusters Score -2530516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2530536.500000 Penalty: 4925.778809
	Iteration 34Q: 3 clusters Score -2530536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2530552.500000 Penalty: 4925.778809
	Iteration 35Q: 3 clusters Score -2530552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2530556.250000 Penalty: 4925.778809
	Iteration 36Q: 3 clusters Score -2530556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2530569.250000 Penalty: 4925.778809
	Iteration 37Q: 3 clusters Score -2530569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2530592.750000 Penalty: 4925.778809
	Iteration 38Q: 3 clusters Score -2530593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2530613.500000 Penalty: 4925.778809
	Iteration 39Q: 3 clusters Score -2530614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2530628.000000 Penalty: 4925.778809
	Iteration 40F: 3 clusters Score -2530628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2530642.000000 Penalty: 4925.778809
	Iteration 41Q: 3 clusters Score -2530642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2530650.000000 Penalty: 4925.778809
	Iteration 42Q: 3 clusters Score -2530650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2530652.750000 Penalty: 4925.778809
	Iteration 43Q: 3 clusters Score -2530653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2530665.500000 Penalty: 4925.778809
	Iteration 44Q: 3 clusters Score -2530666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2530674.250000 Penalty: 4925.778809
	Iteration 45Q: 3 clusters Score -2530674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2530677.500000 Penalty: 4925.778809
	Iteration 46Q: 3 clusters Score -2530678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2530683.750000 Penalty: 4925.778809
	Iteration 47Q: 3 clusters Score -2530684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2530682.000000 Penalty: 4925.778809
	Iteration 48Q: 3 clusters Score -2530682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2530688.750000 Penalty: 4925.778809
	Iteration 49Q: 3 clusters Score -2530689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2530696.000000 Penalty: 4925.778809
	Iteration 50Q: 3 clusters Score -2530696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2530703.000000 Penalty: 4925.778809
	Iteration 51Q: 3 clusters Score -2530703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2530700.500000 Penalty: 4925.778809
	Iteration 52Q: 3 clusters Score -2530700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2530713.250000 Penalty: 4925.778809
	Iteration 53Q: 3 clusters Score -2530713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2530716.500000 Penalty: 4925.778809
	Iteration 54Q: 3 clusters Score -2530716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2530726.250000 Penalty: 4925.778809
	Iteration 55Q: 3 clusters Score -2530726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2530733.000000 Penalty: 4925.778809
	Iteration 56Q: 3 clusters Score -2530733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2530732.000000 Penalty: 4925.778809
	Iteration 57Q: 3 clusters Score -2530732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2530734.000000 Penalty: 4925.778809
	Iteration 58Q: 3 clusters Score -2530734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2530730.750000 Penalty: 4925.778809
	Iteration 59Q: 3 clusters Score -2530731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2530735.000000 Penalty: 4925.778809
	Iteration 60F: 3 clusters Score -2530735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2530734.000000 Penalty: 4925.778809
	Iteration 61Q: 3 clusters Score -2530734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2530733.750000 Penalty: 4925.778809
	Iteration 62Q: 3 clusters Score -2530734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2530735.500000 Penalty: 4925.778809
	Iteration 63Q: 3 clusters Score -2530736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2530737.250000 Penalty: 4925.778809
	Iteration 64Q: 3 clusters Score -2530737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2530740.000000 Penalty: 4925.778809
	Iteration 65Q: 3 clusters Score -2530740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2530739.500000 Penalty: 4925.778809
	Iteration 66Q: 3 clusters Score -2530740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2530742.000000 Penalty: 4925.778809
	Iteration 67Q: 3 clusters Score -2530742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2530740.500000 Penalty: 4925.778809
	Iteration 68Q: 3 clusters Score -2530740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2530739.500000 Penalty: 4925.778809
	Iteration 69Q: 3 clusters Score -2530740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2530739.250000 Penalty: 4925.778809
	Iteration 70Q: 3 clusters Score -2530739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2530743.250000 Penalty: 4925.778809
	Iteration 71Q: 3 clusters Score -2530743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2530743.250000 Penalty: 4925.778809
	Iteration 72F: 3 clusters Score -2530743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Entering Unmasked Estep 
Score: -2866404.250000 Penalty: 2479.566406
	Iteration 0F: 2 clusters Score -2866404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2851069.000000 Penalty: 4959.132812
	Iteration 0F: 3 clusters Score -2851069 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2856314.500000 Penalty: 4959.132812
	Iteration 1F: 3 clusters Score -2856314 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2856946.500000 Penalty: 4959.132812
	Iteration 2F: 3 clusters Score -2856946 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2857745.750000 Penalty: 4959.132812
	Iteration 3F: 3 clusters Score -2857746 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2858706.250000 Penalty: 4959.132812
	Iteration 4F: 3 clusters Score -2858706 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2859882.750000 Penalty: 4959.132812
	Iteration 5F: 3 clusters Score -2859883 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2861218.000000 Penalty: 4959.132812
	Iteration 6F: 3 clusters Score -2861218 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2862327.750000 Penalty: 4959.132812
	Iteration 7F: 3 clusters Score -2862328 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2863152.000000 Penalty: 4959.132812
	Iteration 8Q: 3 clusters Score -2863152 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2863725.000000 Penalty: 4959.132812
	Iteration 9Q: 3 clusters Score -2863725 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2864099.750000 Penalty: 4959.132812
	Iteration 10Q: 3 clusters Score -2864100 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2864327.750000 Penalty: 4959.132812
	Iteration 11Q: 3 clusters Score -2864328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2864453.000000 Penalty: 4959.132812
	Iteration 12Q: 3 clusters Score -2864453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2864539.750000 Penalty: 4959.132812
	Iteration 13Q: 3 clusters Score -2864540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2864602.000000 Penalty: 4959.132812
	Iteration 14Q: 3 clusters Score -2864602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2864618.750000 Penalty: 4959.132812
	Iteration 15Q: 3 clusters Score -2864619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2864639.750000 Penalty: 4959.132812
	Iteration 16Q: 3 clusters Score -2864640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2864661.750000 Penalty: 4959.132812
	Iteration 17Q: 3 clusters Score -2864662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2864664.250000 Penalty: 4959.132812
	Iteration 18Q: 3 clusters Score -2864664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2864668.000000 Penalty: 4959.132812
	Iteration 19Q: 3 clusters Score -2864668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2864682.750000 Penalty: 4959.132812
	Iteration 20F: 3 clusters Score -2864683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2864689.500000 Penalty: 4959.132812
	Iteration 21Q: 3 clusters Score -2864690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2864695.000000 Penalty: 4959.132812
	Iteration 22Q: 3 clusters Score -2864695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2864693.250000 Penalty: 4959.132812
	Iteration 23Q: 3 clusters Score -2864693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2864702.500000 Penalty: 4959.132812
	Iteration 24Q: 3 clusters Score -2864702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2864707.000000 Penalty: 4959.132812
	Iteration 25Q: 3 clusters Score -2864707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2864707.000000 Penalty: 4959.132812
	Iteration 26Q: 3 clusters Score -2864707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2864709.000000 Penalty: 4959.132812
	Iteration 27Q: 3 clusters Score -2864709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2864715.500000 Penalty: 4959.132812
	Iteration 28Q: 3 clusters Score -2864716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2864713.750000 Penalty: 4959.132812
	Iteration 29Q: 3 clusters Score -2864714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2864719.000000 Penalty: 4959.132812
	Iteration 30Q: 3 clusters Score -2864719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2864725.000000 Penalty: 4959.132812
	Iteration 31Q: 3 clusters Score -2864725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2864724.500000 Penalty: 4959.132812
	Iteration 32Q: 3 clusters Score -2864724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2864733.500000 Penalty: 4959.132812
	Iteration 33Q: 3 clusters Score -2864734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2864738.000000 Penalty: 4959.132812
	Iteration 34Q: 3 clusters Score -2864738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2864734.750000 Penalty: 4959.132812
	Iteration 35Q: 3 clusters Score -2864735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2864740.500000 Penalty: 4959.132812
	Iteration 36Q: 3 clusters Score -2864740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2864742.000000 Penalty: 4959.132812
	Iteration 37Q: 3 clusters Score -2864742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2864743.000000 Penalty: 4959.132812
	Iteration 38Q: 3 clusters Score -2864743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2864743.000000 Penalty: 4959.132812
	Iteration 39F: 3 clusters Score -2864743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108427.039062 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108427 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108658.898438 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108658.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108733.281250 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108733.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -108764.078125 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108776.125000 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108788.843750 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108797.960938 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108805.242188 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108818.070312 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108823.679688 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108825.601562 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108829.851562 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -108829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108833.101562 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -108833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108836.125000 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -108836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108838.882812 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -108838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108841.429688 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -108841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108842.234375 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -108842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108843.125000 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -108843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108843.125000 Penalty: 3345.053223
	Iteration 18F: 3 clusters Score -108843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Entering Unmasked Estep 
Score: -1370254.500000 Penalty: 2292.216309
	Iteration 0F: 2 clusters Score -1370254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1362307.875000 Penalty: 4584.432617
	Iteration 0F: 3 clusters Score -1362308 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1364647.875000 Penalty: 4584.432617
	Iteration 1F: 3 clusters Score -1364648 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1364937.125000 Penalty: 4584.432617
	Iteration 2F: 3 clusters Score -1364937 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1365183.875000 Penalty: 4584.432617
	Iteration 3Q: 3 clusters Score -1365184 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1365460.625000 Penalty: 4584.432617
	Iteration 4Q: 3 clusters Score -1365461 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1365803.625000 Penalty: 4584.432617
	Iteration 5F: 3 clusters Score -1365804 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1366260.500000 Penalty: 4584.432617
	Iteration 6F: 3 clusters Score -1366260 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1366739.000000 Penalty: 4584.432617
	Iteration 7F: 3 clusters Score -1366739 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1367127.125000 Penalty: 4584.432617
	Iteration 8F: 3 clusters Score -1367127 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1367439.250000 Penalty: 4584.432617
	Iteration 9Q: 3 clusters Score -1367439 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1367671.750000 Penalty: 4584.432617
	Iteration 10Q: 3 clusters Score -1367672 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1367817.625000 Penalty: 4584.432617
	Iteration 11Q: 3 clusters Score -1367818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1367909.625000 Penalty: 4584.432617
	Iteration 12Q: 3 clusters Score -1367910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1367959.625000 Penalty: 4584.432617
	Iteration 13Q: 3 clusters Score -1367960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1367999.125000 Penalty: 4584.432617
	Iteration 14Q: 3 clusters Score -1367999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1368032.500000 Penalty: 4584.432617
	Iteration 15Q: 3 clusters Score -1368032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1368062.125000 Penalty: 4584.432617
	Iteration 16Q: 3 clusters Score -1368062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1368088.000000 Penalty: 4584.432617
	Iteration 17Q: 3 clusters Score -1368088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1368120.625000 Penalty: 4584.432617
	Iteration 18Q: 3 clusters Score -1368121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1368152.000000 Penalty: 4584.432617
	Iteration 19Q: 3 clusters Score -1368152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1368180.750000 Penalty: 4584.432617
	Iteration 20F: 3 clusters Score -1368181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1368195.750000 Penalty: 4584.432617
	Iteration 21Q: 3 clusters Score -1368196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1368212.375000 Penalty: 4584.432617
	Iteration 22Q: 3 clusters Score -1368212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1368227.875000 Penalty: 4584.432617
	Iteration 23Q: 3 clusters Score -1368228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1368236.875000 Penalty: 4584.432617
	Iteration 24Q: 3 clusters Score -1368237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1368246.375000 Penalty: 4584.432617
	Iteration 25Q: 3 clusters Score -1368246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1368254.625000 Penalty: 4584.432617
	Iteration 26Q: 3 clusters Score -1368255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1368260.375000 Penalty: 4584.432617
	Iteration 27Q: 3 clusters Score -1368260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1368268.125000 Penalty: 4584.432617
	Iteration 28Q: 3 clusters Score -1368268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1368273.750000 Penalty: 4584.432617
	Iteration 29Q: 3 clusters Score -1368274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1368281.375000 Penalty: 4584.432617
	Iteration 30Q: 3 clusters Score -1368281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1368288.000000 Penalty: 4584.432617
	Iteration 31Q: 3 clusters Score -1368288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1368293.000000 Penalty: 4584.432617
	Iteration 32Q: 3 clusters Score -1368293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1368293.500000 Penalty: 4584.432617
	Iteration 33Q: 3 clusters Score -1368294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1368300.250000 Penalty: 4584.432617
	Iteration 34Q: 3 clusters Score -1368300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1368303.250000 Penalty: 4584.432617
	Iteration 35Q: 3 clusters Score -1368303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1368302.375000 Penalty: 4584.432617
	Iteration 36Q: 3 clusters Score -1368302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1368304.250000 Penalty: 4584.432617
	Iteration 37Q: 3 clusters Score -1368304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1368304.250000 Penalty: 4584.432617
	Iteration 38F: 3 clusters Score -1368304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1010997.187500 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -1010997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1004294.062500 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -1004294 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1006482.500000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -1006482 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1007181.250000 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -1007181 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1007822.437500 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -1007822 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1008348.437500 Penalty: 4486.024414
	Iteration 4F: 3 clusters Score -1008348 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1008760.250000 Penalty: 4486.024414
	Iteration 5F: 3 clusters Score -1008760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1009089.687500 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -1009090 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1009357.500000 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -1009358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1009542.625000 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -1009543 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1009665.625000 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -1009666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1009748.062500 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -1009748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1009798.500000 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -1009798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1009834.812500 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -1009835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1009853.500000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -1009854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1009873.000000 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -1009873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1009885.562500 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -1009886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1009898.062500 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -1009898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1009907.500000 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -1009908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1009914.187500 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -1009914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1009920.500000 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -1009920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1009929.812500 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -1009930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1009936.812500 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -1009937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1009948.062500 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -1009948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1009959.687500 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -1009960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1009969.000000 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -1009969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1009977.187500 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -1009977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1009980.500000 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -1009980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1009985.937500 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -1009986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1009990.500000 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -1009990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1009998.375000 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -1009998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1010009.437500 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -1010009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1010022.687500 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -1010023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1010037.312500 Penalty: 4486.024414
	Iteration 32Q: 3 clusters Score -1010037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1010049.500000 Penalty: 4486.024414
	Iteration 33Q: 3 clusters Score -1010050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1010060.875000 Penalty: 4486.024414
	Iteration 34Q: 3 clusters Score -1010061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1010068.812500 Penalty: 4486.024414
	Iteration 35Q: 3 clusters Score -1010069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1010075.187500 Penalty: 4486.024414
	Iteration 36Q: 3 clusters Score -1010075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1010082.187500 Penalty: 4486.024414
	Iteration 37Q: 3 clusters Score -1010082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1010096.375000 Penalty: 4486.024414
	Iteration 38Q: 3 clusters Score -1010096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1010103.312500 Penalty: 4486.024414
	Iteration 39Q: 3 clusters Score -1010103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1010116.250000 Penalty: 4486.024414
	Iteration 40F: 3 clusters Score -1010116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1010128.062500 Penalty: 4486.024414
	Iteration 41Q: 3 clusters Score -1010128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1010136.187500 Penalty: 4486.024414
	Iteration 42Q: 3 clusters Score -1010136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1010147.875000 Penalty: 4486.024414
	Iteration 43Q: 3 clusters Score -1010148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1010164.562500 Penalty: 4486.024414
	Iteration 44Q: 3 clusters Score -1010165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1010177.000000 Penalty: 4486.024414
	Iteration 45Q: 3 clusters Score -1010177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1010188.500000 Penalty: 4486.024414
	Iteration 46Q: 3 clusters Score -1010188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1010220.062500 Penalty: 4486.024414
	Iteration 47Q: 3 clusters Score -1010220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1010256.125000 Penalty: 4486.024414
	Iteration 48Q: 3 clusters Score -1010256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1010302.187500 Penalty: 4486.024414
	Iteration 49Q: 3 clusters Score -1010302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1010358.250000 Penalty: 4486.024414
	Iteration 50Q: 3 clusters Score -1010358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1010396.375000 Penalty: 4486.024414
	Iteration 51Q: 3 clusters Score -1010396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1010421.187500 Penalty: 4486.024414
	Iteration 52Q: 3 clusters Score -1010421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1010435.062500 Penalty: 4486.024414
	Iteration 53Q: 3 clusters Score -1010435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1010442.437500 Penalty: 4486.024414
	Iteration 54Q: 3 clusters Score -1010442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1010449.187500 Penalty: 4486.024414
	Iteration 55Q: 3 clusters Score -1010449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1010451.187500 Penalty: 4486.024414
	Iteration 56Q: 3 clusters Score -1010451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1010454.250000 Penalty: 4486.024414
	Iteration 57Q: 3 clusters Score -1010454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1010455.250000 Penalty: 4486.024414
	Iteration 58Q: 3 clusters Score -1010455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1010457.500000 Penalty: 4486.024414
	Iteration 59Q: 3 clusters Score -1010458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1010456.312500 Penalty: 4486.024414
	Iteration 60F: 3 clusters Score -1010456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1010456.750000 Penalty: 4486.024414
	Iteration 61Q: 3 clusters Score -1010457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1010457.375000 Penalty: 4486.024414
	Iteration 62Q: 3 clusters Score -1010457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1010458.812500 Penalty: 4486.024414
	Iteration 63Q: 3 clusters Score -1010459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1010458.812500 Penalty: 4486.024414
	Iteration 64Q: 3 clusters Score -1010459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1010460.062500 Penalty: 4486.024414
	Iteration 65Q: 3 clusters Score -1010460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1010460.125000 Penalty: 4486.024414
	Iteration 66Q: 3 clusters Score -1010460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1010459.687500 Penalty: 4486.024414
	Iteration 67Q: 3 clusters Score -1010460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1010459.687500 Penalty: 4486.024414
	Iteration 68F: 3 clusters Score -1010460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -658498.500000 Penalty: 2108.918213
	Iteration 0F: 2 clusters Score -658498.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -653998.250000 Penalty: 4217.836426
	Iteration 0F: 3 clusters Score -653998.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -655109.250000 Penalty: 4217.836426
	Iteration 1F: 3 clusters Score -655109.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -655327.000000 Penalty: 4217.836426
	Iteration 2F: 3 clusters Score -655327 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -655438.562500 Penalty: 4217.836426
	Iteration 3Q: 3 clusters Score -655438.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -655515.562500 Penalty: 4217.836426
	Iteration 4Q: 3 clusters Score -655515.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -655570.375000 Penalty: 4217.836426
	Iteration 5Q: 3 clusters Score -655570.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -655623.312500 Penalty: 4217.836426
	Iteration 6Q: 3 clusters Score -655623.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -655671.375000 Penalty: 4217.836426
	Iteration 7Q: 3 clusters Score -655671.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -655719.625000 Penalty: 4217.836426
	Iteration 8Q: 3 clusters Score -655719.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -655761.812500 Penalty: 4217.836426
	Iteration 9Q: 3 clusters Score -655761.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -655790.187500 Penalty: 4217.836426
	Iteration 10Q: 3 clusters Score -655790.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -655819.500000 Penalty: 4217.836426
	Iteration 11Q: 3 clusters Score -655819.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -655850.375000 Penalty: 4217.836426
	Iteration 12Q: 3 clusters Score -655850.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -655886.000000 Penalty: 4217.836426
	Iteration 13Q: 3 clusters Score -655886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -655928.687500 Penalty: 4217.836426
	Iteration 14Q: 3 clusters Score -655928.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -655974.937500 Penalty: 4217.836426
	Iteration 15Q: 3 clusters Score -655974.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -656014.625000 Penalty: 4217.836426
	Iteration 16Q: 3 clusters Score -656014.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -656058.625000 Penalty: 4217.836426
	Iteration 17Q: 3 clusters Score -656058.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -656114.375000 Penalty: 4217.836426
	Iteration 18Q: 3 clusters Score -656114.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -656166.062500 Penalty: 4217.836426
	Iteration 19Q: 3 clusters Score -656166.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -656217.000000 Penalty: 4217.836426
	Iteration 20F: 3 clusters Score -656217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -656273.437500 Penalty: 4217.836426
	Iteration 21Q: 3 clusters Score -656273.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -656335.500000 Penalty: 4217.836426
	Iteration 22Q: 3 clusters Score -656335.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -656408.437500 Penalty: 4217.836426
	Iteration 23Q: 3 clusters Score -656408.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -656473.937500 Penalty: 4217.836426
	Iteration 24Q: 3 clusters Score -656473.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -656534.000000 Penalty: 4217.836426
	Iteration 25Q: 3 clusters Score -656534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -656586.937500 Penalty: 4217.836426
	Iteration 26Q: 3 clusters Score -656586.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -656638.937500 Penalty: 4217.836426
	Iteration 27Q: 3 clusters Score -656638.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -656686.625000 Penalty: 4217.836426
	Iteration 28Q: 3 clusters Score -656686.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -656732.937500 Penalty: 4217.836426
	Iteration 29Q: 3 clusters Score -656732.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -656773.500000 Penalty: 4217.836426
	Iteration 30Q: 3 clusters Score -656773.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -656799.625000 Penalty: 4217.836426
	Iteration 31Q: 3 clusters Score -656799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -656812.312500 Penalty: 4217.836426
	Iteration 32Q: 3 clusters Score -656812.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -656822.687500 Penalty: 4217.836426
	Iteration 33Q: 3 clusters Score -656822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -656830.000000 Penalty: 4217.836426
	Iteration 34Q: 3 clusters Score -656830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -656837.250000 Penalty: 4217.836426
	Iteration 35Q: 3 clusters Score -656837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -656843.812500 Penalty: 4217.836426
	Iteration 36Q: 3 clusters Score -656843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -656846.375000 Penalty: 4217.836426
	Iteration 37Q: 3 clusters Score -656846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -656852.000000 Penalty: 4217.836426
	Iteration 38Q: 3 clusters Score -656852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -656856.000000 Penalty: 4217.836426
	Iteration 39Q: 3 clusters Score -656856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -656858.875000 Penalty: 4217.836426
	Iteration 40F: 3 clusters Score -656858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -656862.312500 Penalty: 4217.836426
	Iteration 41Q: 3 clusters Score -656862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -656867.687500 Penalty: 4217.836426
	Iteration 42Q: 3 clusters Score -656867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -656868.750000 Penalty: 4217.836426
	Iteration 43Q: 3 clusters Score -656868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -656870.625000 Penalty: 4217.836426
	Iteration 44Q: 3 clusters Score -656870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -656870.687500 Penalty: 4217.836426
	Iteration 45Q: 3 clusters Score -656870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -656872.062500 Penalty: 4217.836426
	Iteration 46Q: 3 clusters Score -656872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -656872.062500 Penalty: 4217.836426
	Iteration 47F: 3 clusters Score -656872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Entering Unmasked Estep 
Score: -1982728.625000 Penalty: 2388.509766
	Iteration 0F: 2 clusters Score -1982729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1971818.375000 Penalty: 4777.019531
	Iteration 0F: 3 clusters Score -1971818 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1975340.625000 Penalty: 4777.019531
	Iteration 1F: 3 clusters Score -1975341 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1975848.250000 Penalty: 4777.019531
	Iteration 2F: 3 clusters Score -1975848 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1976504.375000 Penalty: 4777.019531
	Iteration 3F: 3 clusters Score -1976504 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1977415.125000 Penalty: 4777.019531
	Iteration 4F: 3 clusters Score -1977415 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1978523.000000 Penalty: 4777.019531
	Iteration 5F: 3 clusters Score -1978523 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1979440.250000 Penalty: 4777.019531
	Iteration 6F: 3 clusters Score -1979440 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1979979.625000 Penalty: 4777.019531
	Iteration 7F: 3 clusters Score -1979980 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1980214.750000 Penalty: 4777.019531
	Iteration 8Q: 3 clusters Score -1980215 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1980353.125000 Penalty: 4777.019531
	Iteration 9Q: 3 clusters Score -1980353 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1980425.625000 Penalty: 4777.019531
	Iteration 10Q: 3 clusters Score -1980426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1980482.625000 Penalty: 4777.019531
	Iteration 11Q: 3 clusters Score -1980483 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1980520.875000 Penalty: 4777.019531
	Iteration 12Q: 3 clusters Score -1980521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1980556.000000 Penalty: 4777.019531
	Iteration 13Q: 3 clusters Score -1980556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1980569.750000 Penalty: 4777.019531
	Iteration 14Q: 3 clusters Score -1980570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1980585.500000 Penalty: 4777.019531
	Iteration 15Q: 3 clusters Score -1980586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1980592.000000 Penalty: 4777.019531
	Iteration 16Q: 3 clusters Score -1980592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1980603.500000 Penalty: 4777.019531
	Iteration 17Q: 3 clusters Score -1980604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1980615.500000 Penalty: 4777.019531
	Iteration 18Q: 3 clusters Score -1980616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1980629.250000 Penalty: 4777.019531
	Iteration 19Q: 3 clusters Score -1980629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1980631.750000 Penalty: 4777.019531
	Iteration 20F: 3 clusters Score -1980632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1980631.250000 Penalty: 4777.019531
	Iteration 21Q: 3 clusters Score -1980631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1980637.375000 Penalty: 4777.019531
	Iteration 22Q: 3 clusters Score -1980637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1980646.750000 Penalty: 4777.019531
	Iteration 23Q: 3 clusters Score -1980647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1980648.125000 Penalty: 4777.019531
	Iteration 24Q: 3 clusters Score -1980648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1980652.000000 Penalty: 4777.019531
	Iteration 25Q: 3 clusters Score -1980652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1980655.875000 Penalty: 4777.019531
	Iteration 26Q: 3 clusters Score -1980656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1980650.250000 Penalty: 4777.019531
	Iteration 27Q: 3 clusters Score -1980650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1980653.875000 Penalty: 4777.019531
	Iteration 28Q: 3 clusters Score -1980654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1980652.000000 Penalty: 4777.019531
	Iteration 29Q: 3 clusters Score -1980652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1980662.500000 Penalty: 4777.019531
	Iteration 30Q: 3 clusters Score -1980662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1980656.750000 Penalty: 4777.019531
	Iteration 31Q: 3 clusters Score -1980657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1980658.875000 Penalty: 4777.019531
	Iteration 32Q: 3 clusters Score -1980659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1980657.625000 Penalty: 4777.019531
	Iteration 33Q: 3 clusters Score -1980658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1980657.000000 Penalty: 4777.019531
	Iteration 34Q: 3 clusters Score -1980657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1980660.250000 Penalty: 4777.019531
	Iteration 35Q: 3 clusters Score -1980660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1980663.000000 Penalty: 4777.019531
	Iteration 36Q: 3 clusters Score -1980663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1980660.375000 Penalty: 4777.019531
	Iteration 37Q: 3 clusters Score -1980660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1980660.125000 Penalty: 4777.019531
	Iteration 38Q: 3 clusters Score -1980660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1980661.875000 Penalty: 4777.019531
	Iteration 39Q: 3 clusters Score -1980662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1980661.500000 Penalty: 4777.019531
	Iteration 40F: 3 clusters Score -1980662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -1530690.125000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -1530690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1522249.125000 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -1522249 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1524702.125000 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -1524702 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1525002.750000 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -1525003 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1525199.375000 Penalty: 4623.742188
	Iteration 3Q: 3 clusters Score -1525199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1525352.750000 Penalty: 4623.742188
	Iteration 4Q: 3 clusters Score -1525353 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1525469.000000 Penalty: 4623.742188
	Iteration 5Q: 3 clusters Score -1525469 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1525555.750000 Penalty: 4623.742188
	Iteration 6Q: 3 clusters Score -1525556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1525629.375000 Penalty: 4623.742188
	Iteration 7Q: 3 clusters Score -1525629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1525709.125000 Penalty: 4623.742188
	Iteration 8Q: 3 clusters Score -1525709 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1525765.750000 Penalty: 4623.742188
	Iteration 9Q: 3 clusters Score -1525766 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1525832.000000 Penalty: 4623.742188
	Iteration 10Q: 3 clusters Score -1525832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1525921.125000 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -1525921 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1526032.625000 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -1526033 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1526159.000000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -1526159 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1526306.375000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -1526306 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1526461.625000 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -1526462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1526614.250000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -1526614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1526786.625000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -1526787 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1526970.875000 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -1526971 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1527141.000000 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -1527141 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1527304.500000 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -1527304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1527482.375000 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -1527482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1527657.125000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -1527657 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1527817.500000 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -1527818 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1527989.875000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -1527990 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1528136.375000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -1528136 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1528267.625000 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -1528268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1528362.125000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -1528362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1528440.000000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -1528440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1528495.125000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -1528495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1528536.000000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -1528536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1528570.500000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -1528570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1528599.500000 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -1528600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1528618.125000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -1528618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1528634.750000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -1528635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1528648.625000 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -1528649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1528659.875000 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -1528660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1528669.250000 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -1528669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1528680.750000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -1528681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1528698.625000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -1528699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1528705.250000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -1528705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1528714.875000 Penalty: 4623.742188
	Iteration 41Q: 3 clusters Score -1528715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1528719.625000 Penalty: 4623.742188
	Iteration 42Q: 3 clusters Score -1528720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1528725.250000 Penalty: 4623.742188
	Iteration 43Q: 3 clusters Score -1528725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1528730.125000 Penalty: 4623.742188
	Iteration 44Q: 3 clusters Score -1528730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1528732.625000 Penalty: 4623.742188
	Iteration 45Q: 3 clusters Score -1528733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1528740.250000 Penalty: 4623.742188
	Iteration 46Q: 3 clusters Score -1528740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1528745.875000 Penalty: 4623.742188
	Iteration 47Q: 3 clusters Score -1528746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1528749.500000 Penalty: 4623.742188
	Iteration 48Q: 3 clusters Score -1528750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1528751.750000 Penalty: 4623.742188
	Iteration 49Q: 3 clusters Score -1528752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1528752.000000 Penalty: 4623.742188
	Iteration 50Q: 3 clusters Score -1528752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1528753.625000 Penalty: 4623.742188
	Iteration 51Q: 3 clusters Score -1528754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1528753.625000 Penalty: 4623.742188
	Iteration 52F: 3 clusters Score -1528754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -212958.421875 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -212958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210456.281250 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -210456.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210955.250000 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -210955.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211242.156250 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -211242.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212113.187500 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -212113.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -212730.984375 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -212731 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -212989.000000 Penalty: 3721.358154
	Iteration 5F: 3 clusters Score -212989 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -213120.484375 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -213120.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -213202.296875 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -213202.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -213259.546875 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -213259.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -213296.984375 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -213297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -213323.828125 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -213323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -213339.109375 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -213339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -213365.140625 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -213365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -213390.531250 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -213390.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -213405.593750 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -213405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -213427.359375 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -213427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -213448.140625 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -213448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -213480.250000 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -213480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -213529.343750 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -213529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -213578.546875 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -213578.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -213620.484375 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -213620.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -213641.234375 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -213641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -213652.593750 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -213652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -213663.375000 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -213663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -213668.734375 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -213668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -213685.468750 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -213685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -213698.812500 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -213698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -213700.468750 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -213700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -213700.468750 Penalty: 3721.358154
	Iteration 28F: 3 clusters Score -213700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 215101 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21988 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111551 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132029 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 28536 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227754 members 
Mstep: Class 34 contains 71589 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
Score: -181102128.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181103872.000000 to -181102128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Entering Unmasked Estep 
Score: -2395812.750000 Penalty: 2425.220215
	Iteration 0F: 2 clusters Score -2395813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2383251.500000 Penalty: 4850.440430
	Iteration 0F: 3 clusters Score -2383252 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2387303.500000 Penalty: 4850.440430
	Iteration 1F: 3 clusters Score -2387304 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2387670.500000 Penalty: 4850.440430
	Iteration 2F: 3 clusters Score -2387670 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2387942.250000 Penalty: 4850.440430
	Iteration 3Q: 3 clusters Score -2387942 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2388157.250000 Penalty: 4850.440430
	Iteration 4Q: 3 clusters Score -2388157 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2388352.500000 Penalty: 4850.440430
	Iteration 5Q: 3 clusters Score -2388352 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2388561.750000 Penalty: 4850.440430
	Iteration 6Q: 3 clusters Score -2388562 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2388822.250000 Penalty: 4850.440430
	Iteration 7Q: 3 clusters Score -2388822 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2389132.000000 Penalty: 4850.440430
	Iteration 8Q: 3 clusters Score -2389132 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2389554.500000 Penalty: 4850.440430
	Iteration 9Q: 3 clusters Score -2389554 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2390090.250000 Penalty: 4850.440430
	Iteration 10F: 3 clusters Score -2390090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2390714.750000 Penalty: 4850.440430
	Iteration 11F: 3 clusters Score -2390715 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2391416.500000 Penalty: 4850.440430
	Iteration 12F: 3 clusters Score -2391416 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2392052.000000 Penalty: 4850.440430
	Iteration 13F: 3 clusters Score -2392052 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2392532.250000 Penalty: 4850.440430
	Iteration 14Q: 3 clusters Score -2392532 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2392899.750000 Penalty: 4850.440430
	Iteration 15Q: 3 clusters Score -2392900 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2393161.250000 Penalty: 4850.440430
	Iteration 16Q: 3 clusters Score -2393161 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2393355.250000 Penalty: 4850.440430
	Iteration 17Q: 3 clusters Score -2393355 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2393507.000000 Penalty: 4850.440430
	Iteration 18Q: 3 clusters Score -2393507 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2393631.500000 Penalty: 4850.440430
	Iteration 19Q: 3 clusters Score -2393632 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2393723.000000 Penalty: 4850.440430
	Iteration 20F: 3 clusters Score -2393723 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2393795.250000 Penalty: 4850.440430
	Iteration 21Q: 3 clusters Score -2393795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2393841.000000 Penalty: 4850.440430
	Iteration 22Q: 3 clusters Score -2393841 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2393871.500000 Penalty: 4850.440430
	Iteration 23Q: 3 clusters Score -2393872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2393909.750000 Penalty: 4850.440430
	Iteration 24Q: 3 clusters Score -2393910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2393940.250000 Penalty: 4850.440430
	Iteration 25Q: 3 clusters Score -2393940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2393956.250000 Penalty: 4850.440430
	Iteration 26Q: 3 clusters Score -2393956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2393975.500000 Penalty: 4850.440430
	Iteration 27Q: 3 clusters Score -2393976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2393979.500000 Penalty: 4850.440430
	Iteration 28Q: 3 clusters Score -2393980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2393983.500000 Penalty: 4850.440430
	Iteration 29Q: 3 clusters Score -2393984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2393994.750000 Penalty: 4850.440430
	Iteration 30Q: 3 clusters Score -2393995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2394004.500000 Penalty: 4850.440430
	Iteration 31Q: 3 clusters Score -2394004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2394008.250000 Penalty: 4850.440430
	Iteration 32Q: 3 clusters Score -2394008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2394016.250000 Penalty: 4850.440430
	Iteration 33Q: 3 clusters Score -2394016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2394022.000000 Penalty: 4850.440430
	Iteration 34Q: 3 clusters Score -2394022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2394020.250000 Penalty: 4850.440430
	Iteration 35Q: 3 clusters Score -2394020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2394024.000000 Penalty: 4850.440430
	Iteration 36Q: 3 clusters Score -2394024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2394027.500000 Penalty: 4850.440430
	Iteration 37Q: 3 clusters Score -2394028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2394027.250000 Penalty: 4850.440430
	Iteration 38Q: 3 clusters Score -2394027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2394027.000000 Penalty: 4850.440430
	Iteration 39Q: 3 clusters Score -2394027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2394027.000000 Penalty: 4850.440430
	Iteration 40F: 3 clusters Score -2394027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Entering Unmasked Estep 
Score: -14886622.000000 Penalty: 2882.314941
	Iteration 0F: 2 clusters Score -1.488662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -14812422.000000 Penalty: 5764.629883
	Iteration 0F: 3 clusters Score -1.481242e+07 nChanged 52921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -14842977.000000 Penalty: 5764.629883
	Iteration 1F: 3 clusters Score -1.484298e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -14843993.000000 Penalty: 5764.629883
	Iteration 2Q: 3 clusters Score -1.484399e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -14845235.000000 Penalty: 5764.629883
	Iteration 3Q: 3 clusters Score -1.484524e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -14847302.000000 Penalty: 5764.629883
	Iteration 4Q: 3 clusters Score -1.48473e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -14851075.000000 Penalty: 5764.629883
	Iteration 5F: 3 clusters Score -1.485108e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -14857053.000000 Penalty: 5764.629883
	Iteration 6F: 3 clusters Score -1.485705e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -14865669.000000 Penalty: 5764.629883
	Iteration 7F: 3 clusters Score -1.486567e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -14874589.000000 Penalty: 5764.629883
	Iteration 8F: 3 clusters Score -1.487459e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -14880418.000000 Penalty: 5764.629883
	Iteration 9F: 3 clusters Score -1.488042e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14882973.000000 Penalty: 5764.629883
	Iteration 10Q: 3 clusters Score -1.488297e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14883682.000000 Penalty: 5764.629883
	Iteration 11Q: 3 clusters Score -1.488368e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14883890.000000 Penalty: 5764.629883
	Iteration 12Q: 3 clusters Score -1.488389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14883965.000000 Penalty: 5764.629883
	Iteration 13Q: 3 clusters Score -1.488396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14884008.000000 Penalty: 5764.629883
	Iteration 14Q: 3 clusters Score -1.488401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14884016.000000 Penalty: 5764.629883
	Iteration 15Q: 3 clusters Score -1.488402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14884039.000000 Penalty: 5764.629883
	Iteration 16Q: 3 clusters Score -1.488404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111335 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14884071.000000 Penalty: 5764.629883
	Iteration 17Q: 3 clusters Score -1.488407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14884087.000000 Penalty: 5764.629883
	Iteration 18Q: 3 clusters Score -1.488409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14884104.000000 Penalty: 5764.629883
	Iteration 19Q: 3 clusters Score -1.48841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14884108.000000 Penalty: 5764.629883
	Iteration 20F: 3 clusters Score -1.488411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14884119.000000 Penalty: 5764.629883
	Iteration 21Q: 3 clusters Score -1.488412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14884124.000000 Penalty: 5764.629883
	Iteration 22Q: 3 clusters Score -1.488412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14884120.000000 Penalty: 5764.629883
	Iteration 23Q: 3 clusters Score -1.488412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14884122.000000 Penalty: 5764.629883
	Iteration 24Q: 3 clusters Score -1.488412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14884122.000000 Penalty: 5764.629883
	Iteration 25F: 3 clusters Score -1.488412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Entering Unmasked Estep 
Score: -16705735.000000 Penalty: 2914.387939
	Iteration 0F: 2 clusters Score -1.670574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -16621708.000000 Penalty: 5828.775879
	Iteration 0F: 3 clusters Score -1.662171e+07 nChanged 60359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -16656049.000000 Penalty: 5828.775879
	Iteration 1F: 3 clusters Score -1.665605e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -16656901.000000 Penalty: 5828.775879
	Iteration 2Q: 3 clusters Score -1.66569e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -16657798.000000 Penalty: 5828.775879
	Iteration 3Q: 3 clusters Score -1.66578e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -16659279.000000 Penalty: 5828.775879
	Iteration 4Q: 3 clusters Score -1.665928e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -16661394.000000 Penalty: 5828.775879
	Iteration 5Q: 3 clusters Score -1.666139e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -16664458.000000 Penalty: 5828.775879
	Iteration 6F: 3 clusters Score -1.666446e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -16669518.000000 Penalty: 5828.775879
	Iteration 7F: 3 clusters Score -1.666952e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -16676384.000000 Penalty: 5828.775879
	Iteration 8F: 3 clusters Score -1.667638e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -16684522.000000 Penalty: 5828.775879
	Iteration 9F: 3 clusters Score -1.668452e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -16692060.000000 Penalty: 5828.775879
	Iteration 10F: 3 clusters Score -1.669206e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 121087 members 
Entering Unmasked Estep 
Score: -16697768.000000 Penalty: 5828.775879
	Iteration 11Q: 3 clusters Score -1.669777e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 124511 members 
Entering Unmasked Estep 
Score: -16700939.000000 Penalty: 5828.775879
	Iteration 12Q: 3 clusters Score -1.670094e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -16702228.000000 Penalty: 5828.775879
	Iteration 13Q: 3 clusters Score -1.670223e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 126434 members 
Entering Unmasked Estep 
Score: -16702777.000000 Penalty: 5828.775879
	Iteration 14Q: 3 clusters Score -1.670278e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -16702958.000000 Penalty: 5828.775879
	Iteration 15Q: 3 clusters Score -1.670296e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -16703041.000000 Penalty: 5828.775879
	Iteration 16Q: 3 clusters Score -1.670304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126654 members 
Entering Unmasked Estep 
Score: -16703092.000000 Penalty: 5828.775879
	Iteration 17Q: 3 clusters Score -1.670309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 126671 members 
Entering Unmasked Estep 
Score: -16703144.000000 Penalty: 5828.775879
	Iteration 18Q: 3 clusters Score -1.670314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -16703160.000000 Penalty: 5828.775879
	Iteration 19Q: 3 clusters Score -1.670316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -16703161.000000 Penalty: 5828.775879
	Iteration 20F: 3 clusters Score -1.670316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -16703170.000000 Penalty: 5828.775879
	Iteration 21Q: 3 clusters Score -1.670317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16703179.000000 Penalty: 5828.775879
	Iteration 22Q: 3 clusters Score -1.670318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16703187.000000 Penalty: 5828.775879
	Iteration 23Q: 3 clusters Score -1.670319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -16703179.000000 Penalty: 5828.775879
	Iteration 24Q: 3 clusters Score -1.670318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -16703182.000000 Penalty: 5828.775879
	Iteration 25Q: 3 clusters Score -1.670318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -16703197.000000 Penalty: 5828.775879
	Iteration 26Q: 3 clusters Score -1.67032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -16703195.000000 Penalty: 5828.775879
	Iteration 27Q: 3 clusters Score -1.67032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -16703210.000000 Penalty: 5828.775879
	Iteration 28Q: 3 clusters Score -1.670321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -16703216.000000 Penalty: 5828.775879
	Iteration 29Q: 3 clusters Score -1.670322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -16703216.000000 Penalty: 5828.775879
	Iteration 30F: 3 clusters Score -1.670322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Entering Unmasked Estep 
Score: -16444233.000000 Penalty: 2924.112793
	Iteration 0F: 2 clusters Score -1.644423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -16356031.000000 Penalty: 5848.225586
	Iteration 0F: 3 clusters Score -1.635603e+07 nChanged 63125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -16393126.000000 Penalty: 5848.225586
	Iteration 1F: 3 clusters Score -1.639313e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -16394937.000000 Penalty: 5848.225586
	Iteration 2Q: 3 clusters Score -1.639494e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -16398091.000000 Penalty: 5848.225586
	Iteration 3Q: 3 clusters Score -1.639809e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -16402802.000000 Penalty: 5848.225586
	Iteration 4F: 3 clusters Score -1.64028e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -16408862.000000 Penalty: 5848.225586
	Iteration 5F: 3 clusters Score -1.640886e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -16416890.000000 Penalty: 5848.225586
	Iteration 6F: 3 clusters Score -1.641689e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -16425221.000000 Penalty: 5848.225586
	Iteration 7F: 3 clusters Score -1.642522e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -16432222.000000 Penalty: 5848.225586
	Iteration 8F: 3 clusters Score -1.643222e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -16437050.000000 Penalty: 5848.225586
	Iteration 9Q: 3 clusters Score -1.643705e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -16439889.000000 Penalty: 5848.225586
	Iteration 10Q: 3 clusters Score -1.643989e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -16441476.000000 Penalty: 5848.225586
	Iteration 11Q: 3 clusters Score -1.644148e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 128428 members 
Entering Unmasked Estep 
Score: -16442336.000000 Penalty: 5848.225586
	Iteration 12Q: 3 clusters Score -1.644234e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -16442681.000000 Penalty: 5848.225586
	Iteration 13Q: 3 clusters Score -1.644268e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -16442891.000000 Penalty: 5848.225586
	Iteration 14Q: 3 clusters Score -1.644289e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
Score: -16443020.000000 Penalty: 5848.225586
	Iteration 15Q: 3 clusters Score -1.644302e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -16443078.000000 Penalty: 5848.225586
	Iteration 16Q: 3 clusters Score -1.644308e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -16443111.000000 Penalty: 5848.225586
	Iteration 17Q: 3 clusters Score -1.644311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -16443168.000000 Penalty: 5848.225586
	Iteration 18Q: 3 clusters Score -1.644317e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 129871 members 
Entering Unmasked Estep 
Score: -16443175.000000 Penalty: 5848.225586
	Iteration 19Q: 3 clusters Score -1.644318e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 129902 members 
Entering Unmasked Estep 
Score: -16443172.000000 Penalty: 5848.225586
	Iteration 20F: 3 clusters Score -1.644317e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -16443188.000000 Penalty: 5848.225586
	Iteration 21Q: 3 clusters Score -1.644319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -16443190.000000 Penalty: 5848.225586
	Iteration 22Q: 3 clusters Score -1.644319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -16443177.000000 Penalty: 5848.225586
	Iteration 23Q: 3 clusters Score -1.644318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 129942 members 
Entering Unmasked Estep 
Score: -16443188.000000 Penalty: 5848.225586
	Iteration 24Q: 3 clusters Score -1.644319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -16443208.000000 Penalty: 5848.225586
	Iteration 25Q: 3 clusters Score -1.644321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 129950 members 
Entering Unmasked Estep 
Score: -16443200.000000 Penalty: 5848.225586
	Iteration 26Q: 3 clusters Score -1.64432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 129952 members 
Entering Unmasked Estep 
Score: -16443197.000000 Penalty: 5848.225586
	Iteration 27Q: 3 clusters Score -1.64432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 129952 members 
Entering Unmasked Estep 
Score: -16443195.000000 Penalty: 5848.225586
	Iteration 28Q: 3 clusters Score -1.64432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -16443195.000000 Penalty: 5848.225586
	Iteration 29Q: 3 clusters Score -1.64432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -16443195.000000 Penalty: 5848.225586
	Iteration 30Q: 3 clusters Score -1.64432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -16443195.000000 Penalty: 5848.225586
	Iteration 31F: 3 clusters Score -1.64432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 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 306 members 
Entering Unmasked Estep 
Score: -66898.226562 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66898.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67162.859375 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67162.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67244.218750 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67244.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67278.062500 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67278.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67290.312500 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67290.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67291.992188 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67291.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67294.406250 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67294.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67294.406250 Penalty: 3132.417725
	Iteration 7F: 3 clusters Score -67294.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -544899.125000 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -544899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -540752.062500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -540752.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -541887.187500 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -541887.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -542314.875000 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -542314.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -542743.437500 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -542743.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -543129.437500 Penalty: 4165.275879
	Iteration 4F: 3 clusters Score -543129.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -543415.062500 Penalty: 4165.275879
	Iteration 5F: 3 clusters Score -543415.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -543650.687500 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -543650.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -543862.500000 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -543862.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -544044.812500 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -544044.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544152.750000 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -544152.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -544231.687500 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -544231.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -544303.187500 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -544303.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -544359.437500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -544359.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -544394.562500 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -544394.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -544417.687500 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -544417.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -544434.500000 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -544434.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -544448.625000 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -544448.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -544454.812500 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -544454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -544458.687500 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -544458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -544461.125000 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -544461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -544463.500000 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -544463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -544465.125000 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -544465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -544464.937500 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -544464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -544464.937500 Penalty: 4165.275879
	Iteration 23F: 3 clusters Score -544464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Entering Unmasked Estep 
Score: -2568475.500000 Penalty: 2443.709473
	Iteration 0F: 2 clusters Score -2568476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2555051.250000 Penalty: 4887.418945
	Iteration 0F: 3 clusters Score -2555051 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2559503.750000 Penalty: 4887.418945
	Iteration 1F: 3 clusters Score -2559504 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2559928.000000 Penalty: 4887.418945
	Iteration 2F: 3 clusters Score -2559928 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2560287.000000 Penalty: 4887.418945
	Iteration 3Q: 3 clusters Score -2560287 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2560696.750000 Penalty: 4887.418945
	Iteration 4Q: 3 clusters Score -2560697 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2561140.750000 Penalty: 4887.418945
	Iteration 5Q: 3 clusters Score -2561141 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2561627.750000 Penalty: 4887.418945
	Iteration 6Q: 3 clusters Score -2561628 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2562141.250000 Penalty: 4887.418945
	Iteration 7Q: 3 clusters Score -2562141 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2562632.500000 Penalty: 4887.418945
	Iteration 8Q: 3 clusters Score -2562632 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2563092.000000 Penalty: 4887.418945
	Iteration 9Q: 3 clusters Score -2563092 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2563434.250000 Penalty: 4887.418945
	Iteration 10Q: 3 clusters Score -2563434 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2563695.000000 Penalty: 4887.418945
	Iteration 11Q: 3 clusters Score -2563695 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2563921.750000 Penalty: 4887.418945
	Iteration 12Q: 3 clusters Score -2563922 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2564123.750000 Penalty: 4887.418945
	Iteration 13Q: 3 clusters Score -2564124 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2564281.500000 Penalty: 4887.418945
	Iteration 14Q: 3 clusters Score -2564282 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2564416.500000 Penalty: 4887.418945
	Iteration 15Q: 3 clusters Score -2564416 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2564497.250000 Penalty: 4887.418945
	Iteration 16Q: 3 clusters Score -2564497 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2564564.250000 Penalty: 4887.418945
	Iteration 17Q: 3 clusters Score -2564564 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2564632.250000 Penalty: 4887.418945
	Iteration 18Q: 3 clusters Score -2564632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2564686.000000 Penalty: 4887.418945
	Iteration 19Q: 3 clusters Score -2564686 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2564744.500000 Penalty: 4887.418945
	Iteration 20F: 3 clusters Score -2564744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2564801.000000 Penalty: 4887.418945
	Iteration 21Q: 3 clusters Score -2564801 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2564861.000000 Penalty: 4887.418945
	Iteration 22Q: 3 clusters Score -2564861 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2564899.500000 Penalty: 4887.418945
	Iteration 23Q: 3 clusters Score -2564900 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2564946.000000 Penalty: 4887.418945
	Iteration 24Q: 3 clusters Score -2564946 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2564995.500000 Penalty: 4887.418945
	Iteration 25Q: 3 clusters Score -2564996 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2565045.750000 Penalty: 4887.418945
	Iteration 26Q: 3 clusters Score -2565046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2565111.750000 Penalty: 4887.418945
	Iteration 27Q: 3 clusters Score -2565112 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2565179.000000 Penalty: 4887.418945
	Iteration 28Q: 3 clusters Score -2565179 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2565258.000000 Penalty: 4887.418945
	Iteration 29Q: 3 clusters Score -2565258 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2565326.750000 Penalty: 4887.418945
	Iteration 30Q: 3 clusters Score -2565327 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2565406.000000 Penalty: 4887.418945
	Iteration 31Q: 3 clusters Score -2565406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2565484.500000 Penalty: 4887.418945
	Iteration 32Q: 3 clusters Score -2565484 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2565576.000000 Penalty: 4887.418945
	Iteration 33Q: 3 clusters Score -2565576 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2565645.500000 Penalty: 4887.418945
	Iteration 34Q: 3 clusters Score -2565646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2565720.000000 Penalty: 4887.418945
	Iteration 35Q: 3 clusters Score -2565720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2565794.250000 Penalty: 4887.418945
	Iteration 36Q: 3 clusters Score -2565794 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2565877.250000 Penalty: 4887.418945
	Iteration 37Q: 3 clusters Score -2565877 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2565983.500000 Penalty: 4887.418945
	Iteration 38Q: 3 clusters Score -2565984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2566072.000000 Penalty: 4887.418945
	Iteration 39Q: 3 clusters Score -2566072 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2566142.500000 Penalty: 4887.418945
	Iteration 40F: 3 clusters Score -2566142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2566211.000000 Penalty: 4887.418945
	Iteration 41Q: 3 clusters Score -2566211 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2566268.750000 Penalty: 4887.418945
	Iteration 42Q: 3 clusters Score -2566269 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2566333.500000 Penalty: 4887.418945
	Iteration 43Q: 3 clusters Score -2566334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2566380.750000 Penalty: 4887.418945
	Iteration 44Q: 3 clusters Score -2566381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2566434.250000 Penalty: 4887.418945
	Iteration 45Q: 3 clusters Score -2566434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2566473.000000 Penalty: 4887.418945
	Iteration 46Q: 3 clusters Score -2566473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2566520.000000 Penalty: 4887.418945
	Iteration 47Q: 3 clusters Score -2566520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2566560.000000 Penalty: 4887.418945
	Iteration 48Q: 3 clusters Score -2566560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2566579.250000 Penalty: 4887.418945
	Iteration 49Q: 3 clusters Score -2566579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2566606.000000 Penalty: 4887.418945
	Iteration 50Q: 3 clusters Score -2566606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2566637.500000 Penalty: 4887.418945
	Iteration 51Q: 3 clusters Score -2566638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2566662.500000 Penalty: 4887.418945
	Iteration 52Q: 3 clusters Score -2566662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2566685.000000 Penalty: 4887.418945
	Iteration 53Q: 3 clusters Score -2566685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2566704.750000 Penalty: 4887.418945
	Iteration 54Q: 3 clusters Score -2566705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2566724.250000 Penalty: 4887.418945
	Iteration 55Q: 3 clusters Score -2566724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2566734.750000 Penalty: 4887.418945
	Iteration 56Q: 3 clusters Score -2566735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2566751.000000 Penalty: 4887.418945
	Iteration 57Q: 3 clusters Score -2566751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2566760.750000 Penalty: 4887.418945
	Iteration 58Q: 3 clusters Score -2566761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2566771.250000 Penalty: 4887.418945
	Iteration 59Q: 3 clusters Score -2566771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2566786.750000 Penalty: 4887.418945
	Iteration 60F: 3 clusters Score -2566787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2566801.250000 Penalty: 4887.418945
	Iteration 61Q: 3 clusters Score -2566801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2566809.000000 Penalty: 4887.418945
	Iteration 62Q: 3 clusters Score -2566809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2566823.750000 Penalty: 4887.418945
	Iteration 63Q: 3 clusters Score -2566824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2566831.500000 Penalty: 4887.418945
	Iteration 64Q: 3 clusters Score -2566832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2566847.250000 Penalty: 4887.418945
	Iteration 65Q: 3 clusters Score -2566847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2566864.500000 Penalty: 4887.418945
	Iteration 66Q: 3 clusters Score -2566864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2566875.000000 Penalty: 4887.418945
	Iteration 67Q: 3 clusters Score -2566875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2566885.000000 Penalty: 4887.418945
	Iteration 68Q: 3 clusters Score -2566885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2566891.000000 Penalty: 4887.418945
	Iteration 69Q: 3 clusters Score -2566891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2566893.750000 Penalty: 4887.418945
	Iteration 70Q: 3 clusters Score -2566894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2566905.250000 Penalty: 4887.418945
	Iteration 71Q: 3 clusters Score -2566905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2566916.000000 Penalty: 4887.418945
	Iteration 72Q: 3 clusters Score -2566916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2566922.750000 Penalty: 4887.418945
	Iteration 73Q: 3 clusters Score -2566923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2566928.750000 Penalty: 4887.418945
	Iteration 74Q: 3 clusters Score -2566929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2566933.500000 Penalty: 4887.418945
	Iteration 75Q: 3 clusters Score -2566934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2566934.500000 Penalty: 4887.418945
	Iteration 76Q: 3 clusters Score -2566934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2566943.000000 Penalty: 4887.418945
	Iteration 77Q: 3 clusters Score -2566943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2566949.000000 Penalty: 4887.418945
	Iteration 78Q: 3 clusters Score -2566949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2566947.750000 Penalty: 4887.418945
	Iteration 79Q: 3 clusters Score -2566948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2566952.000000 Penalty: 4887.418945
	Iteration 80F: 3 clusters Score -2566952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2566952.250000 Penalty: 4887.418945
	Iteration 81Q: 3 clusters Score -2566952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2566957.500000 Penalty: 4887.418945
	Iteration 82Q: 3 clusters Score -2566958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2566964.250000 Penalty: 4887.418945
	Iteration 83Q: 3 clusters Score -2566964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2566965.750000 Penalty: 4887.418945
	Iteration 84Q: 3 clusters Score -2566966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2566969.250000 Penalty: 4887.418945
	Iteration 85Q: 3 clusters Score -2566969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2566968.500000 Penalty: 4887.418945
	Iteration 86Q: 3 clusters Score -2566968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2566968.500000 Penalty: 4887.418945
	Iteration 87F: 3 clusters Score -2566968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Entering Unmasked Estep 
Score: -11508078.000000 Penalty: 2817.556152
	Iteration 0F: 2 clusters Score -1.150808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -11450544.000000 Penalty: 5635.112305
	Iteration 0F: 3 clusters Score -1.145054e+07 nChanged 40565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -11473497.000000 Penalty: 5635.112305
	Iteration 1F: 3 clusters Score -1.14735e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -11474099.000000 Penalty: 5635.112305
	Iteration 2Q: 3 clusters Score -1.14741e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -11474696.000000 Penalty: 5635.112305
	Iteration 3Q: 3 clusters Score -1.14747e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -11475542.000000 Penalty: 5635.112305
	Iteration 4Q: 3 clusters Score -1.147554e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -11476817.000000 Penalty: 5635.112305
	Iteration 5Q: 3 clusters Score -1.147682e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -11478840.000000 Penalty: 5635.112305
	Iteration 6Q: 3 clusters Score -1.147884e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -11482200.000000 Penalty: 5635.112305
	Iteration 7F: 3 clusters Score -1.14822e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -11487533.000000 Penalty: 5635.112305
	Iteration 8F: 3 clusters Score -1.148753e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -11494317.000000 Penalty: 5635.112305
	Iteration 9F: 3 clusters Score -1.149432e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -11500377.000000 Penalty: 5635.112305
	Iteration 10F: 3 clusters Score -1.150038e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -11503836.000000 Penalty: 5635.112305
	Iteration 11Q: 3 clusters Score -1.150384e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11505222.000000 Penalty: 5635.112305
	Iteration 12Q: 3 clusters Score -1.150522e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11505806.000000 Penalty: 5635.112305
	Iteration 13Q: 3 clusters Score -1.150581e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11506127.000000 Penalty: 5635.112305
	Iteration 14Q: 3 clusters Score -1.150613e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11506270.000000 Penalty: 5635.112305
	Iteration 15Q: 3 clusters Score -1.150627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11506330.000000 Penalty: 5635.112305
	Iteration 16Q: 3 clusters Score -1.150633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11506388.000000 Penalty: 5635.112305
	Iteration 17Q: 3 clusters Score -1.150639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11506400.000000 Penalty: 5635.112305
	Iteration 18Q: 3 clusters Score -1.15064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11506415.000000 Penalty: 5635.112305
	Iteration 19Q: 3 clusters Score -1.150642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11506461.000000 Penalty: 5635.112305
	Iteration 20F: 3 clusters Score -1.150646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11506468.000000 Penalty: 5635.112305
	Iteration 21Q: 3 clusters Score -1.150647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11506493.000000 Penalty: 5635.112305
	Iteration 22Q: 3 clusters Score -1.150649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11506511.000000 Penalty: 5635.112305
	Iteration 23Q: 3 clusters Score -1.150651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11506535.000000 Penalty: 5635.112305
	Iteration 24Q: 3 clusters Score -1.150654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11506533.000000 Penalty: 5635.112305
	Iteration 25Q: 3 clusters Score -1.150653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11506541.000000 Penalty: 5635.112305
	Iteration 26Q: 3 clusters Score -1.150654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11506554.000000 Penalty: 5635.112305
	Iteration 27Q: 3 clusters Score -1.150655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11506543.000000 Penalty: 5635.112305
	Iteration 28Q: 3 clusters Score -1.150654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11506557.000000 Penalty: 5635.112305
	Iteration 29Q: 3 clusters Score -1.150656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11506550.000000 Penalty: 5635.112305
	Iteration 30Q: 3 clusters Score -1.150655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11506559.000000 Penalty: 5635.112305
	Iteration 31Q: 3 clusters Score -1.150656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11506575.000000 Penalty: 5635.112305
	Iteration 32Q: 3 clusters Score -1.150658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11506578.000000 Penalty: 5635.112305
	Iteration 33Q: 3 clusters Score -1.150658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11506575.000000 Penalty: 5635.112305
	Iteration 34Q: 3 clusters Score -1.150658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11506575.000000 Penalty: 5635.112305
	Iteration 35F: 3 clusters Score -1.150658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -691755.375000 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -691755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -686943.500000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -686943.5 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -688290.437500 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -688290.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -688584.625000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -688584.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -688800.250000 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -688800.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -688994.687500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -688994.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -689239.187500 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -689239.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -689499.250000 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -689499.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -689774.250000 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -689774.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -690003.312500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -690003.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -690169.750000 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -690169.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -690282.687500 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -690282.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -690359.875000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -690359.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -690409.687500 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -690409.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -690442.000000 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -690442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -690460.000000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -690460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -690473.125000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -690473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -690480.125000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -690480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -690486.937500 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -690486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -690494.125000 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -690494.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -690500.562500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -690500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -690505.312500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -690505.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -690510.000000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -690510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -690513.937500 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -690513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -690517.437500 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -690517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -690519.312500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -690519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -690520.250000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -690520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -690523.312500 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -690523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -690526.375000 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -690526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -690530.062500 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -690530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -690532.062500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -690532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -690531.312500 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -690531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -690534.562500 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -690534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -690533.375000 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -690533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -690534.875000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -690534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -690535.437500 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -690535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -690538.375000 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -690538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -690538.375000 Penalty: 4278.608887
	Iteration 36F: 3 clusters Score -690538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -55376.152344 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55376.15 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 204 members 
Entering Unmasked Estep 
Score: -53987.406250 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -53987.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54205.746094 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54205.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54292.632812 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54292.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54320.085938 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54320.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54333.054688 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54333.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54357.820312 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54357.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54363.007812 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54363.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54370.519531 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -54370.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54371.433594 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -54371.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54371.433594 Penalty: 3031.287842
	Iteration 9F: 3 clusters Score -54371.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1801893.500000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1801894 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 6880 members 
Entering Unmasked Estep 
Score: -1791816.875000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1791817 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1795097.750000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1795098 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1795566.000000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1795566 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1796004.250000 Penalty: 4731.092285
	Iteration 3F: 3 clusters Score -1796004 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1796523.875000 Penalty: 4731.092285
	Iteration 4F: 3 clusters Score -1796524 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1797152.625000 Penalty: 4731.092285
	Iteration 5F: 3 clusters Score -1797153 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1797861.375000 Penalty: 4731.092285
	Iteration 6F: 3 clusters Score -1797861 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1798552.500000 Penalty: 4731.092285
	Iteration 7F: 3 clusters Score -1798552 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1799119.000000 Penalty: 4731.092285
	Iteration 8F: 3 clusters Score -1799119 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1799627.500000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1799628 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1800006.375000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1800006 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1800283.125000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1800283 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1800478.625000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1800479 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1800607.750000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1800608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1800698.250000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1800698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1800767.500000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1800768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1800807.000000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1800807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1800842.625000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1800843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1800868.625000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1800869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1800890.500000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1800890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1800902.500000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1800902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1800934.125000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1800934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1800987.750000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1800988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1801036.500000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1801036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1801127.125000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1801127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1801210.500000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1801210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1801251.875000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1801252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1801283.250000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1801283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1801291.500000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1801292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1801304.625000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1801305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1801302.750000 Penalty: 4731.092285
	Iteration 30Q: 3 clusters Score -1801303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1801305.750000 Penalty: 4731.092285
	Iteration 31Q: 3 clusters Score -1801306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1801310.000000 Penalty: 4731.092285
	Iteration 32Q: 3 clusters Score -1801310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1801309.875000 Penalty: 4731.092285
	Iteration 33Q: 3 clusters Score -1801310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1801316.000000 Penalty: 4731.092285
	Iteration 34Q: 3 clusters Score -1801316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1801315.750000 Penalty: 4731.092285
	Iteration 35Q: 3 clusters Score -1801316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1801315.500000 Penalty: 4731.092285
	Iteration 36Q: 3 clusters Score -1801316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1801315.500000 Penalty: 4731.092285
	Iteration 37F: 3 clusters Score -1801316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -2956464.500000 Penalty: 2478.617432
	Iteration 0F: 2 clusters Score -2956464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2941240.500000 Penalty: 4957.234863
	Iteration 0F: 3 clusters Score -2941240 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2946432.250000 Penalty: 4957.234863
	Iteration 1F: 3 clusters Score -2946432 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2946853.500000 Penalty: 4957.234863
	Iteration 2F: 3 clusters Score -2946854 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2947152.000000 Penalty: 4957.234863
	Iteration 3Q: 3 clusters Score -2947152 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2947399.500000 Penalty: 4957.234863
	Iteration 4Q: 3 clusters Score -2947400 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2947616.500000 Penalty: 4957.234863
	Iteration 5Q: 3 clusters Score -2947616 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2947846.250000 Penalty: 4957.234863
	Iteration 6Q: 3 clusters Score -2947846 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2948117.750000 Penalty: 4957.234863
	Iteration 7Q: 3 clusters Score -2948118 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2948443.500000 Penalty: 4957.234863
	Iteration 8Q: 3 clusters Score -2948444 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2948910.500000 Penalty: 4957.234863
	Iteration 9Q: 3 clusters Score -2948910 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2949516.000000 Penalty: 4957.234863
	Iteration 10Q: 3 clusters Score -2949516 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2950308.500000 Penalty: 4957.234863
	Iteration 11F: 3 clusters Score -2950308 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2951122.250000 Penalty: 4957.234863
	Iteration 12F: 3 clusters Score -2951122 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2951801.750000 Penalty: 4957.234863
	Iteration 13Q: 3 clusters Score -2951802 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2952307.250000 Penalty: 4957.234863
	Iteration 14Q: 3 clusters Score -2952307 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2952585.750000 Penalty: 4957.234863
	Iteration 15Q: 3 clusters Score -2952586 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2952804.000000 Penalty: 4957.234863
	Iteration 16Q: 3 clusters Score -2952804 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2952952.250000 Penalty: 4957.234863
	Iteration 17Q: 3 clusters Score -2952952 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2953080.500000 Penalty: 4957.234863
	Iteration 18Q: 3 clusters Score -2953080 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2953208.000000 Penalty: 4957.234863
	Iteration 19Q: 3 clusters Score -2953208 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2953315.250000 Penalty: 4957.234863
	Iteration 20F: 3 clusters Score -2953315 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2953393.000000 Penalty: 4957.234863
	Iteration 21Q: 3 clusters Score -2953393 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2953488.000000 Penalty: 4957.234863
	Iteration 22Q: 3 clusters Score -2953488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2953565.000000 Penalty: 4957.234863
	Iteration 23Q: 3 clusters Score -2953565 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2953635.750000 Penalty: 4957.234863
	Iteration 24Q: 3 clusters Score -2953636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2953684.500000 Penalty: 4957.234863
	Iteration 25Q: 3 clusters Score -2953684 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2953723.500000 Penalty: 4957.234863
	Iteration 26Q: 3 clusters Score -2953724 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2953757.500000 Penalty: 4957.234863
	Iteration 27Q: 3 clusters Score -2953758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2953790.250000 Penalty: 4957.234863
	Iteration 28Q: 3 clusters Score -2953790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2953837.250000 Penalty: 4957.234863
	Iteration 29Q: 3 clusters Score -2953837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2953870.250000 Penalty: 4957.234863
	Iteration 30Q: 3 clusters Score -2953870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2953886.000000 Penalty: 4957.234863
	Iteration 31Q: 3 clusters Score -2953886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2953914.000000 Penalty: 4957.234863
	Iteration 32Q: 3 clusters Score -2953914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2953919.750000 Penalty: 4957.234863
	Iteration 33Q: 3 clusters Score -2953920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2953945.250000 Penalty: 4957.234863
	Iteration 34Q: 3 clusters Score -2953945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2953970.500000 Penalty: 4957.234863
	Iteration 35Q: 3 clusters Score -2953970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2953990.000000 Penalty: 4957.234863
	Iteration 36Q: 3 clusters Score -2953990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2954002.500000 Penalty: 4957.234863
	Iteration 37Q: 3 clusters Score -2954002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2954005.000000 Penalty: 4957.234863
	Iteration 38Q: 3 clusters Score -2954005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2954016.500000 Penalty: 4957.234863
	Iteration 39Q: 3 clusters Score -2954016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2954016.750000 Penalty: 4957.234863
	Iteration 40F: 3 clusters Score -2954017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2954019.000000 Penalty: 4957.234863
	Iteration 41Q: 3 clusters Score -2954019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2954028.000000 Penalty: 4957.234863
	Iteration 42Q: 3 clusters Score -2954028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2954045.250000 Penalty: 4957.234863
	Iteration 43Q: 3 clusters Score -2954045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2954053.250000 Penalty: 4957.234863
	Iteration 44Q: 3 clusters Score -2954053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2954072.000000 Penalty: 4957.234863
	Iteration 45Q: 3 clusters Score -2954072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2954102.750000 Penalty: 4957.234863
	Iteration 46Q: 3 clusters Score -2954103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2954122.750000 Penalty: 4957.234863
	Iteration 47Q: 3 clusters Score -2954123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2954136.250000 Penalty: 4957.234863
	Iteration 48Q: 3 clusters Score -2954136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2954155.000000 Penalty: 4957.234863
	Iteration 49Q: 3 clusters Score -2954155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2954176.500000 Penalty: 4957.234863
	Iteration 50Q: 3 clusters Score -2954176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2954197.250000 Penalty: 4957.234863
	Iteration 51Q: 3 clusters Score -2954197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2954209.000000 Penalty: 4957.234863
	Iteration 52Q: 3 clusters Score -2954209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2954221.750000 Penalty: 4957.234863
	Iteration 53Q: 3 clusters Score -2954222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2954229.000000 Penalty: 4957.234863
	Iteration 54Q: 3 clusters Score -2954229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2954234.750000 Penalty: 4957.234863
	Iteration 55Q: 3 clusters Score -2954235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2954237.250000 Penalty: 4957.234863
	Iteration 56Q: 3 clusters Score -2954237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2954247.750000 Penalty: 4957.234863
	Iteration 57Q: 3 clusters Score -2954248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2954253.000000 Penalty: 4957.234863
	Iteration 58Q: 3 clusters Score -2954253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2954258.750000 Penalty: 4957.234863
	Iteration 59Q: 3 clusters Score -2954259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2954265.500000 Penalty: 4957.234863
	Iteration 60F: 3 clusters Score -2954266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2954272.500000 Penalty: 4957.234863
	Iteration 61Q: 3 clusters Score -2954272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2954272.500000 Penalty: 4957.234863
	Iteration 62Q: 3 clusters Score -2954272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2954277.500000 Penalty: 4957.234863
	Iteration 63Q: 3 clusters Score -2954278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2954284.250000 Penalty: 4957.234863
	Iteration 64Q: 3 clusters Score -2954284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2954293.250000 Penalty: 4957.234863
	Iteration 65Q: 3 clusters Score -2954293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2954294.750000 Penalty: 4957.234863
	Iteration 66Q: 3 clusters Score -2954295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2954300.500000 Penalty: 4957.234863
	Iteration 67Q: 3 clusters Score -2954300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2954297.750000 Penalty: 4957.234863
	Iteration 68Q: 3 clusters Score -2954298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2954297.500000 Penalty: 4957.234863
	Iteration 69Q: 3 clusters Score -2954298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2954294.750000 Penalty: 4957.234863
	Iteration 70Q: 3 clusters Score -2954295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2954293.250000 Penalty: 4957.234863
	Iteration 71Q: 3 clusters Score -2954293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2954302.750000 Penalty: 4957.234863
	Iteration 72Q: 3 clusters Score -2954303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2954304.750000 Penalty: 4957.234863
	Iteration 73Q: 3 clusters Score -2954305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2954309.000000 Penalty: 4957.234863
	Iteration 74Q: 3 clusters Score -2954309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2954307.000000 Penalty: 4957.234863
	Iteration 75Q: 3 clusters Score -2954307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2954310.500000 Penalty: 4957.234863
	Iteration 76Q: 3 clusters Score -2954310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2954309.000000 Penalty: 4957.234863
	Iteration 77Q: 3 clusters Score -2954309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2954306.750000 Penalty: 4957.234863
	Iteration 78Q: 3 clusters Score -2954307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2954311.000000 Penalty: 4957.234863
	Iteration 79Q: 3 clusters Score -2954311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2954310.000000 Penalty: 4957.234863
	Iteration 80F: 3 clusters Score -2954310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Entering Unmasked Estep 
Score: -12175256.000000 Penalty: 2832.657227
	Iteration 0F: 2 clusters Score -1.217526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -12114516.000000 Penalty: 5665.314453
	Iteration 0F: 3 clusters Score -1.211452e+07 nChanged 43242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -12138704.000000 Penalty: 5665.314453
	Iteration 1F: 3 clusters Score -1.21387e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -12139397.000000 Penalty: 5665.314453
	Iteration 2Q: 3 clusters Score -1.21394e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -12140258.000000 Penalty: 5665.314453
	Iteration 3Q: 3 clusters Score -1.214026e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -12141461.000000 Penalty: 5665.314453
	Iteration 4Q: 3 clusters Score -1.214146e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -12143520.000000 Penalty: 5665.314453
	Iteration 5Q: 3 clusters Score -1.214352e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -12147379.000000 Penalty: 5665.314453
	Iteration 6F: 3 clusters Score -1.214738e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -12153655.000000 Penalty: 5665.314453
	Iteration 7F: 3 clusters Score -1.215366e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -12161535.000000 Penalty: 5665.314453
	Iteration 8F: 3 clusters Score -1.216154e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -12168005.000000 Penalty: 5665.314453
	Iteration 9F: 3 clusters Score -1.2168e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12171230.000000 Penalty: 5665.314453
	Iteration 10Q: 3 clusters Score -1.217123e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12172237.000000 Penalty: 5665.314453
	Iteration 11Q: 3 clusters Score -1.217224e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12172556.000000 Penalty: 5665.314453
	Iteration 12Q: 3 clusters Score -1.217256e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12172671.000000 Penalty: 5665.314453
	Iteration 13Q: 3 clusters Score -1.217267e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12172738.000000 Penalty: 5665.314453
	Iteration 14Q: 3 clusters Score -1.217274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12172774.000000 Penalty: 5665.314453
	Iteration 15Q: 3 clusters Score -1.217277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12172818.000000 Penalty: 5665.314453
	Iteration 16Q: 3 clusters Score -1.217282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12172834.000000 Penalty: 5665.314453
	Iteration 17Q: 3 clusters Score -1.217283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12172835.000000 Penalty: 5665.314453
	Iteration 18Q: 3 clusters Score -1.217284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12172857.000000 Penalty: 5665.314453
	Iteration 19Q: 3 clusters Score -1.217286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12172859.000000 Penalty: 5665.314453
	Iteration 20F: 3 clusters Score -1.217286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12172864.000000 Penalty: 5665.314453
	Iteration 21Q: 3 clusters Score -1.217286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12172870.000000 Penalty: 5665.314453
	Iteration 22Q: 3 clusters Score -1.217287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12172869.000000 Penalty: 5665.314453
	Iteration 23Q: 3 clusters Score -1.217287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12172869.000000 Penalty: 5665.314453
	Iteration 24F: 3 clusters Score -1.217287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Entering Unmasked Estep 
Score: -3792241.500000 Penalty: 2544.212646
	Iteration 0F: 2 clusters Score -3792242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3772705.750000 Penalty: 5088.425293
	Iteration 0F: 3 clusters Score -3772706 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3779603.000000 Penalty: 5088.425293
	Iteration 1F: 3 clusters Score -3779603 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3780004.500000 Penalty: 5088.425293
	Iteration 2Q: 3 clusters Score -3780004 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3780368.500000 Penalty: 5088.425293
	Iteration 3Q: 3 clusters Score -3780368 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3780687.250000 Penalty: 5088.425293
	Iteration 4Q: 3 clusters Score -3780687 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3781089.750000 Penalty: 5088.425293
	Iteration 5Q: 3 clusters Score -3781090 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3781640.250000 Penalty: 5088.425293
	Iteration 6Q: 3 clusters Score -3781640 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3782479.250000 Penalty: 5088.425293
	Iteration 7F: 3 clusters Score -3782479 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3783683.000000 Penalty: 5088.425293
	Iteration 8F: 3 clusters Score -3783683 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3785232.500000 Penalty: 5088.425293
	Iteration 9F: 3 clusters Score -3785232 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3786648.000000 Penalty: 5088.425293
	Iteration 10F: 3 clusters Score -3786648 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3787929.500000 Penalty: 5088.425293
	Iteration 11F: 3 clusters Score -3787930 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3788812.750000 Penalty: 5088.425293
	Iteration 12Q: 3 clusters Score -3788813 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3789318.000000 Penalty: 5088.425293
	Iteration 13Q: 3 clusters Score -3789318 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3789611.750000 Penalty: 5088.425293
	Iteration 14Q: 3 clusters Score -3789612 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3789762.250000 Penalty: 5088.425293
	Iteration 15Q: 3 clusters Score -3789762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3789840.750000 Penalty: 5088.425293
	Iteration 16Q: 3 clusters Score -3789841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3789923.750000 Penalty: 5088.425293
	Iteration 17Q: 3 clusters Score -3789924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3789950.250000 Penalty: 5088.425293
	Iteration 18Q: 3 clusters Score -3789950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3789975.750000 Penalty: 5088.425293
	Iteration 19Q: 3 clusters Score -3789976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3789999.250000 Penalty: 5088.425293
	Iteration 20F: 3 clusters Score -3789999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3790007.000000 Penalty: 5088.425293
	Iteration 21Q: 3 clusters Score -3790007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3790009.250000 Penalty: 5088.425293
	Iteration 22Q: 3 clusters Score -3790009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3790007.500000 Penalty: 5088.425293
	Iteration 23Q: 3 clusters Score -3790008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3790010.000000 Penalty: 5088.425293
	Iteration 24Q: 3 clusters Score -3790010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3790014.000000 Penalty: 5088.425293
	Iteration 25Q: 3 clusters Score -3790014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3790010.750000 Penalty: 5088.425293
	Iteration 26Q: 3 clusters Score -3790011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3790011.500000 Penalty: 5088.425293
	Iteration 27Q: 3 clusters Score -3790012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3790014.250000 Penalty: 5088.425293
	Iteration 28Q: 3 clusters Score -3790014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3790015.750000 Penalty: 5088.425293
	Iteration 29Q: 3 clusters Score -3790016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3790015.750000 Penalty: 5088.425293
	Iteration 30F: 3 clusters Score -3790016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -567624.562500 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -567624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -563395.125000 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -563395.1 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -564395.187500 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -564395.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -564590.312500 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -564590.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -564700.000000 Penalty: 4171.938477
	Iteration 3Q: 3 clusters Score -564700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -564778.250000 Penalty: 4171.938477
	Iteration 4Q: 3 clusters Score -564778.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -564842.312500 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -564842.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -564896.937500 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -564896.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -564941.812500 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -564941.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -564987.250000 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -564987.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -565035.562500 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -565035.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -565087.937500 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -565087.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -565147.812500 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -565147.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -565199.875000 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -565199.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -565242.625000 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -565242.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -565295.000000 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -565295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -565351.687500 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -565351.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -565399.625000 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -565399.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -565457.437500 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -565457.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -565511.625000 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -565511.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -565554.625000 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -565554.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -565603.250000 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -565603.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -565658.750000 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -565658.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -565705.687500 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -565705.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -565749.437500 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -565749.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -565778.312500 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -565778.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -565804.875000 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -565804.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -565825.250000 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -565825.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -565846.375000 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -565846.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -565864.562500 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -565864.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -565876.375000 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -565876.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -565889.000000 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -565889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -565895.062500 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -565895.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -565901.562500 Penalty: 4171.938477
	Iteration 32Q: 3 clusters Score -565901.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -565906.125000 Penalty: 4171.938477
	Iteration 33Q: 3 clusters Score -565906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -565912.000000 Penalty: 4171.938477
	Iteration 34Q: 3 clusters Score -565912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -565914.375000 Penalty: 4171.938477
	Iteration 35Q: 3 clusters Score -565914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -565915.687500 Penalty: 4171.938477
	Iteration 36Q: 3 clusters Score -565915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -565915.000000 Penalty: 4171.938477
	Iteration 37Q: 3 clusters Score -565915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -565917.125000 Penalty: 4171.938477
	Iteration 38Q: 3 clusters Score -565917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -565919.250000 Penalty: 4171.938477
	Iteration 39Q: 3 clusters Score -565919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -565919.187500 Penalty: 4171.938477
	Iteration 40F: 3 clusters Score -565919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -565918.937500 Penalty: 4171.938477
	Iteration 41Q: 3 clusters Score -565918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -565919.625000 Penalty: 4171.938477
	Iteration 42Q: 3 clusters Score -565919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -565919.250000 Penalty: 4171.938477
	Iteration 43Q: 3 clusters Score -565919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -565920.750000 Penalty: 4171.938477
	Iteration 44Q: 3 clusters Score -565920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -565920.750000 Penalty: 4171.938477
	Iteration 45F: 3 clusters Score -565920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -257358.750000 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -257358.8 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 1002 members 
Entering Unmasked Estep 
Score: -254731.359375 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -254731.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255202.359375 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -255202.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -255388.093750 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -255388.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255505.625000 Penalty: 3772.274658
	Iteration 3F: 3 clusters Score -255505.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -255578.828125 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -255578.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255637.812500 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -255637.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -255667.015625 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -255667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -255687.640625 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -255687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -255707.062500 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -255707.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -255725.640625 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -255725.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -255739.250000 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -255739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -255752.531250 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -255752.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -255765.515625 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -255765.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -255777.890625 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -255777.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -255791.000000 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -255791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -255799.953125 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -255800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -255806.921875 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -255806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -255814.140625 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -255814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -255821.203125 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -255821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -255825.921875 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -255825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -255828.578125 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -255828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -255829.843750 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -255829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -255830.734375 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -255830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -255831.906250 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -255831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -255835.390625 Penalty: 3772.274658
	Iteration 24Q: 3 clusters Score -255835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -255837.171875 Penalty: 3772.274658
	Iteration 25Q: 3 clusters Score -255837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -255837.171875 Penalty: 3772.274658
	Iteration 26F: 3 clusters Score -255837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -437999.718750 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -437999.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -434463.593750 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -434463.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435189.843750 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -435189.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435341.156250 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -435341.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435470.843750 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -435470.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435593.656250 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -435593.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435676.781250 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -435676.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -435736.625000 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -435736.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435799.656250 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -435799.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -435846.406250 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -435846.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -435885.687500 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -435885.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435918.781250 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -435918.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -435947.906250 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -435947.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435982.281250 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -435982.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -436023.437500 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -436023.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436070.843750 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -436070.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -436111.000000 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -436111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -436147.156250 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -436147.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -436183.593750 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -436183.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -436218.406250 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -436218.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -436249.125000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -436249.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -436279.218750 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -436279.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -436310.562500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -436310.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436338.968750 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -436339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436363.937500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -436363.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436381.468750 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -436381.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -436395.312500 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -436395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -436404.625000 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -436404.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -436410.906250 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -436410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -436418.281250 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -436418.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -436424.031250 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -436424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436427.750000 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -436427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436430.656250 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -436430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -436435.125000 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -436435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436436.843750 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -436436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436439.125000 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -436439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -436439.562500 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -436439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -436441.437500 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -436441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -436442.437500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -436442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436442.031250 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -436442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436444.250000 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -436444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436444.750000 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -436444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436445.250000 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -436445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436445.218750 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -436445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436445.218750 Penalty: 4043.633057
	Iteration 43F: 3 clusters Score -436445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227754 members 
Entering Unmasked Estep 
Score: -30474182.000000 Penalty: 3059.333252
	Iteration 0F: 2 clusters Score -3.047418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -30335654.000000 Penalty: 6118.666504
	Iteration 0F: 3 clusters Score -3.033565e+07 nChanged 109773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -30400124.000000 Penalty: 6118.666504
	Iteration 1F: 3 clusters Score -3.040012e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121719 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -30401658.000000 Penalty: 6118.666504
	Iteration 2Q: 3 clusters Score -3.040166e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -30403964.000000 Penalty: 6118.666504
	Iteration 3Q: 3 clusters Score -3.040396e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -30407382.000000 Penalty: 6118.666504
	Iteration 4Q: 3 clusters Score -3.040738e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -30413498.000000 Penalty: 6118.666504
	Iteration 5F: 3 clusters Score -3.04135e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162541 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -30423246.000000 Penalty: 6118.666504
	Iteration 6F: 3 clusters Score -3.042325e+07 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -30437290.000000 Penalty: 6118.666504
	Iteration 7F: 3 clusters Score -3.043729e+07 nChanged 19174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200352 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -30451520.000000 Penalty: 6118.666504
	Iteration 8F: 3 clusters Score -3.045152e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -30462430.000000 Penalty: 6118.666504
	Iteration 9F: 3 clusters Score -3.046243e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223485 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -30468348.000000 Penalty: 6118.666504
	Iteration 10Q: 3 clusters Score -3.046835e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226573 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -30470610.000000 Penalty: 6118.666504
	Iteration 11Q: 3 clusters Score -3.047061e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30471240.000000 Penalty: 6118.666504
	Iteration 12Q: 3 clusters Score -3.047124e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227487 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30471320.000000 Penalty: 6118.666504
	Iteration 13Q: 3 clusters Score -3.047132e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227527 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30471418.000000 Penalty: 6118.666504
	Iteration 14Q: 3 clusters Score -3.047142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227545 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30471464.000000 Penalty: 6118.666504
	Iteration 15Q: 3 clusters Score -3.047146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227550 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30471484.000000 Penalty: 6118.666504
	Iteration 16Q: 3 clusters Score -3.047148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227557 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30471494.000000 Penalty: 6118.666504
	Iteration 17Q: 3 clusters Score -3.047149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227560 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30471520.000000 Penalty: 6118.666504
	Iteration 18Q: 3 clusters Score -3.047152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227562 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30471516.000000 Penalty: 6118.666504
	Iteration 19Q: 3 clusters Score -3.047152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30471512.000000 Penalty: 6118.666504
	Iteration 20F: 3 clusters Score -3.047151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30471506.000000 Penalty: 6118.666504
	Iteration 21Q: 3 clusters Score -3.047151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30471506.000000 Penalty: 6118.666504
	Iteration 22F: 3 clusters Score -3.047151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Entering Unmasked Estep 
Score: -9507167.000000 Penalty: 2772.316650
	Iteration 0F: 2 clusters Score -9507167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9459203.000000 Penalty: 5544.633301
	Iteration 0F: 3 clusters Score -9459203 nChanged 33551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -9478254.000000 Penalty: 5544.633301
	Iteration 1F: 3 clusters Score -9478254 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -9479215.000000 Penalty: 5544.633301
	Iteration 2Q: 3 clusters Score -9479215 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9480848.000000 Penalty: 5544.633301
	Iteration 3Q: 3 clusters Score -9480848 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9483507.000000 Penalty: 5544.633301
	Iteration 4F: 3 clusters Score -9483507 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -9487883.000000 Penalty: 5544.633301
	Iteration 5F: 3 clusters Score -9487883 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -9493855.000000 Penalty: 5544.633301
	Iteration 6F: 3 clusters Score -9493855 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9499353.000000 Penalty: 5544.633301
	Iteration 7F: 3 clusters Score -9499353 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -9502627.000000 Penalty: 5544.633301
	Iteration 8Q: 3 clusters Score -9502627 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -9503948.000000 Penalty: 5544.633301
	Iteration 9Q: 3 clusters Score -9503948 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -9504451.000000 Penalty: 5544.633301
	Iteration 10Q: 3 clusters Score -9504451 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -9504657.000000 Penalty: 5544.633301
	Iteration 11Q: 3 clusters Score -9504657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9504777.000000 Penalty: 5544.633301
	Iteration 12Q: 3 clusters Score -9504777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -9504803.000000 Penalty: 5544.633301
	Iteration 13Q: 3 clusters Score -9504803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -9504842.000000 Penalty: 5544.633301
	Iteration 14Q: 3 clusters Score -9504842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9504855.000000 Penalty: 5544.633301
	Iteration 15Q: 3 clusters Score -9504855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -9504872.000000 Penalty: 5544.633301
	Iteration 16Q: 3 clusters Score -9504872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -9504877.000000 Penalty: 5544.633301
	Iteration 17Q: 3 clusters Score -9504877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -9504880.000000 Penalty: 5544.633301
	Iteration 18Q: 3 clusters Score -9504880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -9504894.000000 Penalty: 5544.633301
	Iteration 19Q: 3 clusters Score -9504894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -9504890.000000 Penalty: 5544.633301
	Iteration 20F: 3 clusters Score -9504890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -9504890.000000 Penalty: 5544.633301
	Iteration 21Q: 3 clusters Score -9504890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -9504895.000000 Penalty: 5544.633301
	Iteration 22Q: 3 clusters Score -9504895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -9504905.000000 Penalty: 5544.633301
	Iteration 23Q: 3 clusters Score -9504905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -9504902.000000 Penalty: 5544.633301
	Iteration 24Q: 3 clusters Score -9504902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -9504902.000000 Penalty: 5544.633301
	Iteration 25F: 3 clusters Score -9504902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -253498.203125 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -253498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250821.734375 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -250821.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -251380.218750 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -251380.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251543.234375 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -251543.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251632.093750 Penalty: 3797.543213
	Iteration 3Q: 3 clusters Score -251632.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -251693.125000 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -251693.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -251740.359375 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -251740.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -251773.250000 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -251773.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -251799.515625 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -251799.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -251832.718750 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -251832.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -251865.406250 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -251865.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -251899.000000 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -251899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -251927.781250 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -251927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -251955.187500 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -251955.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -251974.312500 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -251974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251999.203125 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -251999.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252032.921875 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -252032.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252065.359375 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -252065.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -252107.093750 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -252107.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -252166.281250 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -252166.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -252216.937500 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -252216.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -252250.953125 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -252251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252300.828125 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -252300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -252333.843750 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -252333.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -252368.500000 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -252368.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -252401.687500 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -252401.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -252442.984375 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -252443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -252484.875000 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -252484.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252532.593750 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -252532.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -252585.906250 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -252585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -252634.171875 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -252634.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -252695.875000 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -252695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -252772.234375 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -252772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -252843.546875 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -252843.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -252897.687500 Penalty: 3797.543213
	Iteration 33Q: 3 clusters Score -252897.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -252939.796875 Penalty: 3797.543213
	Iteration 34Q: 3 clusters Score -252939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -252956.875000 Penalty: 3797.543213
	Iteration 35Q: 3 clusters Score -252956.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -252978.609375 Penalty: 3797.543213
	Iteration 36Q: 3 clusters Score -252978.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -252999.421875 Penalty: 3797.543213
	Iteration 37Q: 3 clusters Score -252999.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -253039.296875 Penalty: 3797.543213
	Iteration 38Q: 3 clusters Score -253039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -253076.078125 Penalty: 3797.543213
	Iteration 39Q: 3 clusters Score -253076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -253096.312500 Penalty: 3797.543213
	Iteration 40F: 3 clusters Score -253096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -253110.781250 Penalty: 3797.543213
	Iteration 41Q: 3 clusters Score -253110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -253112.796875 Penalty: 3797.543213
	Iteration 42Q: 3 clusters Score -253112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -253113.718750 Penalty: 3797.543213
	Iteration 43Q: 3 clusters Score -253113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -253114.484375 Penalty: 3797.543213
	Iteration 44Q: 3 clusters Score -253114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -253114.484375 Penalty: 3797.543213
	Iteration 45F: 3 clusters Score -253114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -847845.062500 Penalty: 2183.770264
	Iteration 0F: 2 clusters Score -847845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -842210.062500 Penalty: 4367.540527
	Iteration 0F: 3 clusters Score -842210.1 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -843718.562500 Penalty: 4367.540527
	Iteration 1F: 3 clusters Score -843718.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -843972.875000 Penalty: 4367.540527
	Iteration 2F: 3 clusters Score -843972.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -844169.500000 Penalty: 4367.540527
	Iteration 3F: 3 clusters Score -844169.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -844322.312500 Penalty: 4367.540527
	Iteration 4Q: 3 clusters Score -844322.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -844456.375000 Penalty: 4367.540527
	Iteration 5Q: 3 clusters Score -844456.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -844600.687500 Penalty: 4367.540527
	Iteration 6Q: 3 clusters Score -844600.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -844739.187500 Penalty: 4367.540527
	Iteration 7Q: 3 clusters Score -844739.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -844868.000000 Penalty: 4367.540527
	Iteration 8Q: 3 clusters Score -844868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -844990.500000 Penalty: 4367.540527
	Iteration 9Q: 3 clusters Score -844990.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -845084.312500 Penalty: 4367.540527
	Iteration 10Q: 3 clusters Score -845084.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -845162.750000 Penalty: 4367.540527
	Iteration 11Q: 3 clusters Score -845162.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -845226.687500 Penalty: 4367.540527
	Iteration 12Q: 3 clusters Score -845226.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -845277.062500 Penalty: 4367.540527
	Iteration 13Q: 3 clusters Score -845277.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -845325.312500 Penalty: 4367.540527
	Iteration 14Q: 3 clusters Score -845325.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -845372.312500 Penalty: 4367.540527
	Iteration 15Q: 3 clusters Score -845372.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -845425.625000 Penalty: 4367.540527
	Iteration 16Q: 3 clusters Score -845425.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -845477.937500 Penalty: 4367.540527
	Iteration 17Q: 3 clusters Score -845477.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -845529.500000 Penalty: 4367.540527
	Iteration 18Q: 3 clusters Score -845529.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -845581.875000 Penalty: 4367.540527
	Iteration 19Q: 3 clusters Score -845581.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -845634.250000 Penalty: 4367.540527
	Iteration 20F: 3 clusters Score -845634.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -845684.375000 Penalty: 4367.540527
	Iteration 21Q: 3 clusters Score -845684.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -845733.312500 Penalty: 4367.540527
	Iteration 22Q: 3 clusters Score -845733.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -845778.875000 Penalty: 4367.540527
	Iteration 23Q: 3 clusters Score -845778.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -845811.250000 Penalty: 4367.540527
	Iteration 24Q: 3 clusters Score -845811.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -845845.562500 Penalty: 4367.540527
	Iteration 25Q: 3 clusters Score -845845.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -845872.000000 Penalty: 4367.540527
	Iteration 26Q: 3 clusters Score -845872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -845896.125000 Penalty: 4367.540527
	Iteration 27Q: 3 clusters Score -845896.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -845919.312500 Penalty: 4367.540527
	Iteration 28Q: 3 clusters Score -845919.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -845940.937500 Penalty: 4367.540527
	Iteration 29Q: 3 clusters Score -845940.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -845965.625000 Penalty: 4367.540527
	Iteration 30Q: 3 clusters Score -845965.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -845981.937500 Penalty: 4367.540527
	Iteration 31Q: 3 clusters Score -845981.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -845999.187500 Penalty: 4367.540527
	Iteration 32Q: 3 clusters Score -845999.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -846011.750000 Penalty: 4367.540527
	Iteration 33Q: 3 clusters Score -846011.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -846018.062500 Penalty: 4367.540527
	Iteration 34Q: 3 clusters Score -846018.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -846023.062500 Penalty: 4367.540527
	Iteration 35Q: 3 clusters Score -846023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -846029.937500 Penalty: 4367.540527
	Iteration 36Q: 3 clusters Score -846029.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -846038.750000 Penalty: 4367.540527
	Iteration 37Q: 3 clusters Score -846038.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -846048.937500 Penalty: 4367.540527
	Iteration 38Q: 3 clusters Score -846048.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -846062.187500 Penalty: 4367.540527
	Iteration 39Q: 3 clusters Score -846062.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -846078.937500 Penalty: 4367.540527
	Iteration 40F: 3 clusters Score -846078.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -846092.875000 Penalty: 4367.540527
	Iteration 41Q: 3 clusters Score -846092.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -846109.562500 Penalty: 4367.540527
	Iteration 42Q: 3 clusters Score -846109.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -846129.062500 Penalty: 4367.540527
	Iteration 43Q: 3 clusters Score -846129.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -846148.687500 Penalty: 4367.540527
	Iteration 44Q: 3 clusters Score -846148.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -846167.937500 Penalty: 4367.540527
	Iteration 45Q: 3 clusters Score -846167.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -846186.937500 Penalty: 4367.540527
	Iteration 46Q: 3 clusters Score -846186.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -846198.312500 Penalty: 4367.540527
	Iteration 47Q: 3 clusters Score -846198.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -846210.687500 Penalty: 4367.540527
	Iteration 48Q: 3 clusters Score -846210.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -846217.000000 Penalty: 4367.540527
	Iteration 49Q: 3 clusters Score -846217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -846223.625000 Penalty: 4367.540527
	Iteration 50Q: 3 clusters Score -846223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -846226.500000 Penalty: 4367.540527
	Iteration 51Q: 3 clusters Score -846226.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -846232.562500 Penalty: 4367.540527
	Iteration 52Q: 3 clusters Score -846232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -846235.625000 Penalty: 4367.540527
	Iteration 53Q: 3 clusters Score -846235.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -846241.062500 Penalty: 4367.540527
	Iteration 54Q: 3 clusters Score -846241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -846243.375000 Penalty: 4367.540527
	Iteration 55Q: 3 clusters Score -846243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -846247.500000 Penalty: 4367.540527
	Iteration 56Q: 3 clusters Score -846247.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -846251.812500 Penalty: 4367.540527
	Iteration 57Q: 3 clusters Score -846251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -846258.312500 Penalty: 4367.540527
	Iteration 58Q: 3 clusters Score -846258.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -846261.000000 Penalty: 4367.540527
	Iteration 59Q: 3 clusters Score -846261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -846262.875000 Penalty: 4367.540527
	Iteration 60F: 3 clusters Score -846262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -846264.250000 Penalty: 4367.540527
	Iteration 61Q: 3 clusters Score -846264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -846265.125000 Penalty: 4367.540527
	Iteration 62Q: 3 clusters Score -846265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -846265.812500 Penalty: 4367.540527
	Iteration 63Q: 3 clusters Score -846265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -846268.187500 Penalty: 4367.540527
	Iteration 64Q: 3 clusters Score -846268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -846272.625000 Penalty: 4367.540527
	Iteration 65Q: 3 clusters Score -846272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -846272.125000 Penalty: 4367.540527
	Iteration 66Q: 3 clusters Score -846272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -846271.937500 Penalty: 4367.540527
	Iteration 67Q: 3 clusters Score -846271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -846272.562500 Penalty: 4367.540527
	Iteration 68Q: 3 clusters Score -846272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -846274.375000 Penalty: 4367.540527
	Iteration 69Q: 3 clusters Score -846274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -846276.812500 Penalty: 4367.540527
	Iteration 70Q: 3 clusters Score -846276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -846276.375000 Penalty: 4367.540527
	Iteration 71Q: 3 clusters Score -846276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -846277.312500 Penalty: 4367.540527
	Iteration 72Q: 3 clusters Score -846277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -846279.500000 Penalty: 4367.540527
	Iteration 73Q: 3 clusters Score -846279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -846281.750000 Penalty: 4367.540527
	Iteration 74Q: 3 clusters Score -846281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -846283.687500 Penalty: 4367.540527
	Iteration 75Q: 3 clusters Score -846283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -846284.000000 Penalty: 4367.540527
	Iteration 76Q: 3 clusters Score -846284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -846285.312500 Penalty: 4367.540527
	Iteration 77Q: 3 clusters Score -846285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -846285.312500 Penalty: 4367.540527
	Iteration 78F: 3 clusters Score -846285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -997847.937500 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -997847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -991726.437500 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -991726.4 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -993327.312500 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -993327.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -993582.437500 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -993582.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -993757.875000 Penalty: 4429.590820
	Iteration 3Q: 3 clusters Score -993757.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -993891.937500 Penalty: 4429.590820
	Iteration 4Q: 3 clusters Score -993891.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -994022.937500 Penalty: 4429.590820
	Iteration 5Q: 3 clusters Score -994022.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -994150.500000 Penalty: 4429.590820
	Iteration 6Q: 3 clusters Score -994150.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -994306.625000 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -994306.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -994469.375000 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -994469.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -994629.562500 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -994629.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -994833.062500 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -994833.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -995038.625000 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -995038.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -995228.812500 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -995228.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -995399.812500 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -995399.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -995544.312500 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -995544.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -995655.750000 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -995655.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -995726.500000 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -995726.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -995772.500000 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -995772.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -995805.250000 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -995805.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -995824.000000 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -995824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -995837.375000 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -995837.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -995847.625000 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -995847.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -995855.687500 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -995855.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -995863.687500 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -995863.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -995871.687500 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -995871.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -995876.562500 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -995876.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -995879.375000 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -995879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -995881.875000 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -995881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -995885.187500 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -995885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -995888.875000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -995888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -995890.187500 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -995890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -995892.500000 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -995892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -995895.687500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -995895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -995893.875000 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -995893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -995897.312500 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -995897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -995896.125000 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -995896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -995897.375000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -995897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -995897.250000 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -995897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -995897.250000 Penalty: 4429.590820
	Iteration 38F: 3 clusters Score -995897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 215101 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21988 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111551 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132029 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85915 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 28536 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227754 members 
Mstep: Class 34 contains 71589 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103808.000000 Penalty: 129890.000000
Iteration 399Q: 38 clusters Score -1.811038e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 215145 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 111560 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132024 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85911 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21906 members 
Mstep: Class 28 contains 91309 members 
Mstep: Class 29 contains 28469 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 227762 members 
Mstep: Class 34 contains 71589 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103936.000000 Penalty: 129890.000000
Iteration 400F: 38 clusters Score -1.811039e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 215181 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111570 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132030 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85912 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21911 members 
Mstep: Class 28 contains 91310 members 
Mstep: Class 29 contains 28396 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227770 members 
Mstep: Class 34 contains 71588 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103808.000000 Penalty: 129890.000000
Iteration 401Q: 38 clusters Score -1.811038e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 215230 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22001 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11184 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111579 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132031 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85912 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21914 members 
Mstep: Class 28 contains 91311 members 
Mstep: Class 29 contains 28331 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227770 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103888.000000 Penalty: 129890.000000
Iteration 402Q: 38 clusters Score -1.811039e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215283 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22006 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111591 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132024 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21915 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 28262 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227769 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103920.000000 Penalty: 129890.000000
Iteration 403Q: 38 clusters Score -1.811039e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215326 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22006 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11189 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 111598 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132031 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21915 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 28201 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227770 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103968.000000 Penalty: 129890.000000
Iteration 404Q: 38 clusters Score -1.81104e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215371 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22009 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 111611 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132045 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85916 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21915 members 
Mstep: Class 28 contains 91312 members 
Mstep: Class 29 contains 28122 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227772 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103984.000000 Penalty: 129890.000000
Iteration 405Q: 38 clusters Score -1.81104e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 215430 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 111629 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132044 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85914 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21917 members 
Mstep: Class 28 contains 91313 members 
Mstep: Class 29 contains 28039 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227777 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104048.000000 Penalty: 129890.000000
Iteration 406Q: 38 clusters Score -1.81104e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 215482 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 111640 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132054 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85913 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21919 members 
Mstep: Class 28 contains 91314 members 
Mstep: Class 29 contains 27957 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 227786 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103968.000000 Penalty: 129890.000000
Iteration 407Q: 38 clusters Score -1.81104e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215548 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11193 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111649 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132047 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85905 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21920 members 
Mstep: Class 28 contains 91316 members 
Mstep: Class 29 contains 27878 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227799 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103936.000000 Penalty: 129890.000000
Iteration 408Q: 38 clusters Score -1.811039e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215593 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11193 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111666 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132038 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85904 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21925 members 
Mstep: Class 28 contains 91320 members 
Mstep: Class 29 contains 27792 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227812 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104064.000000 Penalty: 129890.000000
Iteration 409Q: 38 clusters Score -1.811041e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215660 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111681 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132030 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85908 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21928 members 
Mstep: Class 28 contains 91319 members 
Mstep: Class 29 contains 27711 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 227816 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104080.000000 Penalty: 129890.000000
Iteration 410Q: 38 clusters Score -1.811041e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 215725 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11195 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111690 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132017 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85919 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21929 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 27638 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 227820 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103936.000000 Penalty: 129890.000000
Iteration 411Q: 38 clusters Score -1.811039e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 215793 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11196 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111709 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 132005 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85925 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21929 members 
Mstep: Class 28 contains 91317 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 227821 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104048.000000 Penalty: 129890.000000
Iteration 412Q: 38 clusters Score -1.81104e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 215864 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11195 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111726 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131996 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85926 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21932 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 27471 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227825 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103952.000000 Penalty: 129890.000000
Iteration 413Q: 38 clusters Score -1.81104e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 215919 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22012 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111743 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131995 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85929 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21933 members 
Mstep: Class 28 contains 91318 members 
Mstep: Class 29 contains 27383 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227837 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104080.000000 Penalty: 129890.000000
Iteration 414Q: 38 clusters Score -1.811041e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 215967 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111762 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131983 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85931 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21937 members 
Mstep: Class 28 contains 91321 members 
Mstep: Class 29 contains 27295 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227850 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 6672 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104160.000000 Penalty: 129890.000000
Iteration 415Q: 38 clusters Score -1.811042e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 216022 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22012 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11199 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111776 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131981 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85932 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21938 members 
Mstep: Class 28 contains 91322 members 
Mstep: Class 29 contains 27216 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227861 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6674 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104032.000000 Penalty: 129890.000000
Iteration 416Q: 38 clusters Score -1.81104e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 216070 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11199 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111790 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131977 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85934 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21937 members 
Mstep: Class 28 contains 91322 members 
Mstep: Class 29 contains 27139 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 227878 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104080.000000 Penalty: 129890.000000
Iteration 417Q: 38 clusters Score -1.811041e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 216145 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111799 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131969 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85938 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21945 members 
Mstep: Class 28 contains 91321 members 
Mstep: Class 29 contains 27042 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227884 members 
Mstep: Class 34 contains 71588 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104112.000000 Penalty: 129890.000000
Iteration 418Q: 38 clusters Score -1.811041e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 216241 members 
Mstep: Class 7 contains 20557 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11199 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111806 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131955 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85944 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21949 members 
Mstep: Class 28 contains 91322 members 
Mstep: Class 29 contains 26937 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227891 members 
Mstep: Class 34 contains 71590 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103856.000000 Penalty: 129890.000000
Iteration 419Q: 38 clusters Score -1.811039e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 216309 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 111806 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131945 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85946 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21950 members 
Mstep: Class 28 contains 91328 members 
Mstep: Class 29 contains 26861 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227901 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103792.000000 Penalty: 129890.000000
Iteration 420F: 38 clusters Score -1.811038e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 216392 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111811 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131930 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85944 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21952 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 26770 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 227909 members 
Mstep: Class 34 contains 71587 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103744.000000 Penalty: 129890.000000
Iteration 421Q: 38 clusters Score -1.811037e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 216476 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111813 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131921 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85944 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21957 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 227913 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103824.000000 Penalty: 129890.000000
Iteration 422Q: 38 clusters Score -1.811038e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 216534 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 111820 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131907 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 85951 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21962 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 26610 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227925 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103872.000000 Penalty: 129890.000000
Iteration 423Q: 38 clusters Score -1.811039e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 216606 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111828 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131900 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85954 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21963 members 
Mstep: Class 28 contains 91337 members 
Mstep: Class 29 contains 26527 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227932 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103904.000000 Penalty: 129890.000000
Iteration 424Q: 38 clusters Score -1.811039e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 216685 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111831 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131890 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 85954 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21960 members 
Mstep: Class 28 contains 91337 members 
Mstep: Class 29 contains 26448 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227944 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103952.000000 Penalty: 129890.000000
Iteration 425Q: 38 clusters Score -1.81104e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 216744 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11201 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111839 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131868 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85960 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21957 members 
Mstep: Class 28 contains 91338 members 
Mstep: Class 29 contains 26388 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227954 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103952.000000 Penalty: 129890.000000
Iteration 426Q: 38 clusters Score -1.81104e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 216801 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111850 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131857 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85965 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21959 members 
Mstep: Class 28 contains 91339 members 
Mstep: Class 29 contains 26323 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227954 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103872.000000 Penalty: 129890.000000
Iteration 427Q: 38 clusters Score -1.811039e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 216851 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 111865 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131844 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85967 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21962 members 
Mstep: Class 28 contains 91339 members 
Mstep: Class 29 contains 26255 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227965 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103808.000000 Penalty: 129890.000000
Iteration 428Q: 38 clusters Score -1.811038e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 216915 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22017 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111873 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131839 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85969 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21966 members 
Mstep: Class 28 contains 91340 members 
Mstep: Class 29 contains 26177 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227970 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103840.000000 Penalty: 129890.000000
Iteration 429Q: 38 clusters Score -1.811038e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 216972 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 22017 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111886 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131841 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85970 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21966 members 
Mstep: Class 28 contains 91339 members 
Mstep: Class 29 contains 26097 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227979 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103872.000000 Penalty: 129890.000000
Iteration 430Q: 38 clusters Score -1.811039e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 217020 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111900 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131847 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85972 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21968 members 
Mstep: Class 28 contains 91339 members 
Mstep: Class 29 contains 26015 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 227989 members 
Mstep: Class 34 contains 71581 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103792.000000 Penalty: 129890.000000
Iteration 431Q: 38 clusters Score -1.811038e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 217075 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111913 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131842 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 23 contains 85967 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21970 members 
Mstep: Class 28 contains 91340 members 
Mstep: Class 29 contains 25935 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 228005 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103728.000000 Penalty: 129890.000000
Iteration 432Q: 38 clusters Score -1.811037e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 217135 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111928 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131838 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85970 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21970 members 
Mstep: Class 28 contains 91339 members 
Mstep: Class 29 contains 25852 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 228014 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103776.000000 Penalty: 129890.000000
Iteration 433Q: 38 clusters Score -1.811038e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 217207 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111943 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131817 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85972 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21975 members 
Mstep: Class 28 contains 91341 members 
Mstep: Class 29 contains 25763 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 228023 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103840.000000 Penalty: 129890.000000
Iteration 434Q: 38 clusters Score -1.811038e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 217323 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111959 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131807 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85972 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21972 members 
Mstep: Class 28 contains 91341 members 
Mstep: Class 29 contains 25630 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 228032 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103872.000000 Penalty: 129890.000000
Iteration 435Q: 38 clusters Score -1.811039e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 217410 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22017 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111969 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131807 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85968 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21972 members 
Mstep: Class 28 contains 91342 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 228045 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103776.000000 Penalty: 129890.000000
Iteration 436Q: 38 clusters Score -1.811038e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 217507 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111978 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131800 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 23 contains 85966 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21971 members 
Mstep: Class 28 contains 91342 members 
Mstep: Class 29 contains 25414 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228055 members 
Mstep: Class 34 contains 71582 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103808.000000 Penalty: 129890.000000
Iteration 437Q: 38 clusters Score -1.811038e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 217592 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 111991 members 
Mstep: Class 18 contains 126952 members 
Mstep: Class 19 contains 131798 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85963 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21973 members 
Mstep: Class 28 contains 91342 members 
Mstep: Class 29 contains 25307 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228064 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103552.000000 Penalty: 129890.000000
Iteration 438Q: 38 clusters Score -1.811036e+08 nChanged 213
Entering ConstructFrom: 
Score: -181103552.000000 Penalty: 129890.000000
Entering ConstructFrom: 
Trying to split cluster 1 (31561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Entering Unmasked Estep 
Score: -4132390.250000 Penalty: 2569.199951
	Iteration 0F: 2 clusters Score -4132390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4110713.500000 Penalty: 5138.399902
	Iteration 0F: 3 clusters Score -4110714 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4118450.250000 Penalty: 5138.399902
	Iteration 1F: 3 clusters Score -4118450 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4118939.750000 Penalty: 5138.399902
	Iteration 2Q: 3 clusters Score -4118940 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4119303.500000 Penalty: 5138.399902
	Iteration 3Q: 3 clusters Score -4119304 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4119645.250000 Penalty: 5138.399902
	Iteration 4Q: 3 clusters Score -4119645 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4119979.250000 Penalty: 5138.399902
	Iteration 5Q: 3 clusters Score -4119979 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4120334.000000 Penalty: 5138.399902
	Iteration 6Q: 3 clusters Score -4120334 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4120716.000000 Penalty: 5138.399902
	Iteration 7Q: 3 clusters Score -4120716 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4121170.000000 Penalty: 5138.399902
	Iteration 8Q: 3 clusters Score -4121170 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4121750.250000 Penalty: 5138.399902
	Iteration 9Q: 3 clusters Score -4121750 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4122499.250000 Penalty: 5138.399902
	Iteration 10Q: 3 clusters Score -4122499 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4123340.750000 Penalty: 5138.399902
	Iteration 11Q: 3 clusters Score -4123341 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4124077.750000 Penalty: 5138.399902
	Iteration 12Q: 3 clusters Score -4124078 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4124770.000000 Penalty: 5138.399902
	Iteration 13Q: 3 clusters Score -4124770 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4125323.250000 Penalty: 5138.399902
	Iteration 14Q: 3 clusters Score -4125323 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4125758.250000 Penalty: 5138.399902
	Iteration 15Q: 3 clusters Score -4125758 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4126072.250000 Penalty: 5138.399902
	Iteration 16Q: 3 clusters Score -4126072 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4126316.000000 Penalty: 5138.399902
	Iteration 17Q: 3 clusters Score -4126316 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4126525.000000 Penalty: 5138.399902
	Iteration 18Q: 3 clusters Score -4126525 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4126747.250000 Penalty: 5138.399902
	Iteration 19Q: 3 clusters Score -4126747 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4126973.000000 Penalty: 5138.399902
	Iteration 20F: 3 clusters Score -4126973 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4127226.500000 Penalty: 5138.399902
	Iteration 21Q: 3 clusters Score -4127226 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4127480.500000 Penalty: 5138.399902
	Iteration 22Q: 3 clusters Score -4127480 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4127740.750000 Penalty: 5138.399902
	Iteration 23Q: 3 clusters Score -4127741 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4128037.000000 Penalty: 5138.399902
	Iteration 24Q: 3 clusters Score -4128037 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4128345.250000 Penalty: 5138.399902
	Iteration 25Q: 3 clusters Score -4128345 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4128628.750000 Penalty: 5138.399902
	Iteration 26Q: 3 clusters Score -4128629 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4128893.250000 Penalty: 5138.399902
	Iteration 27Q: 3 clusters Score -4128893 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4129119.250000 Penalty: 5138.399902
	Iteration 28Q: 3 clusters Score -4129119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4129297.500000 Penalty: 5138.399902
	Iteration 29Q: 3 clusters Score -4129298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4129499.500000 Penalty: 5138.399902
	Iteration 30Q: 3 clusters Score -4129500 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4129643.000000 Penalty: 5138.399902
	Iteration 31Q: 3 clusters Score -4129643 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4129757.250000 Penalty: 5138.399902
	Iteration 32Q: 3 clusters Score -4129757 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4129856.000000 Penalty: 5138.399902
	Iteration 33Q: 3 clusters Score -4129856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4129937.250000 Penalty: 5138.399902
	Iteration 34Q: 3 clusters Score -4129937 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4129986.250000 Penalty: 5138.399902
	Iteration 35Q: 3 clusters Score -4129986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4130020.750000 Penalty: 5138.399902
	Iteration 36Q: 3 clusters Score -4130021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4130059.750000 Penalty: 5138.399902
	Iteration 37Q: 3 clusters Score -4130060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4130103.500000 Penalty: 5138.399902
	Iteration 38Q: 3 clusters Score -4130104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4130129.500000 Penalty: 5138.399902
	Iteration 39Q: 3 clusters Score -4130130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4130141.000000 Penalty: 5138.399902
	Iteration 40F: 3 clusters Score -4130141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4130156.500000 Penalty: 5138.399902
	Iteration 41Q: 3 clusters Score -4130156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4130174.000000 Penalty: 5138.399902
	Iteration 42Q: 3 clusters Score -4130174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4130189.000000 Penalty: 5138.399902
	Iteration 43Q: 3 clusters Score -4130189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4130201.000000 Penalty: 5138.399902
	Iteration 44Q: 3 clusters Score -4130201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4130207.750000 Penalty: 5138.399902
	Iteration 45Q: 3 clusters Score -4130208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4130217.000000 Penalty: 5138.399902
	Iteration 46Q: 3 clusters Score -4130217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4130223.750000 Penalty: 5138.399902
	Iteration 47Q: 3 clusters Score -4130224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4130226.000000 Penalty: 5138.399902
	Iteration 48Q: 3 clusters Score -4130226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4130229.250000 Penalty: 5138.399902
	Iteration 49Q: 3 clusters Score -4130229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4130230.000000 Penalty: 5138.399902
	Iteration 50Q: 3 clusters Score -4130230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4130235.250000 Penalty: 5138.399902
	Iteration 51Q: 3 clusters Score -4130235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4130236.250000 Penalty: 5138.399902
	Iteration 52Q: 3 clusters Score -4130236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4130238.750000 Penalty: 5138.399902
	Iteration 53Q: 3 clusters Score -4130239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4130243.000000 Penalty: 5138.399902
	Iteration 54Q: 3 clusters Score -4130243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4130240.250000 Penalty: 5138.399902
	Iteration 55Q: 3 clusters Score -4130240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4130246.000000 Penalty: 5138.399902
	Iteration 56Q: 3 clusters Score -4130246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4130243.500000 Penalty: 5138.399902
	Iteration 57Q: 3 clusters Score -4130244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4130248.250000 Penalty: 5138.399902
	Iteration 58Q: 3 clusters Score -4130248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4130250.500000 Penalty: 5138.399902
	Iteration 59Q: 3 clusters Score -4130250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4130251.000000 Penalty: 5138.399902
	Iteration 60F: 3 clusters Score -4130251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4130250.500000 Penalty: 5138.399902
	Iteration 61Q: 3 clusters Score -4130250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4130255.000000 Penalty: 5138.399902
	Iteration 62Q: 3 clusters Score -4130255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4130256.500000 Penalty: 5138.399902
	Iteration 63Q: 3 clusters Score -4130256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4130259.250000 Penalty: 5138.399902
	Iteration 64Q: 3 clusters Score -4130259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4130260.250000 Penalty: 5138.399902
	Iteration 65Q: 3 clusters Score -4130260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4130260.250000 Penalty: 5138.399902
	Iteration 66Q: 3 clusters Score -4130260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4130262.250000 Penalty: 5138.399902
	Iteration 67Q: 3 clusters Score -4130262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4130259.500000 Penalty: 5138.399902
	Iteration 68Q: 3 clusters Score -4130260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4130262.750000 Penalty: 5138.399902
	Iteration 69Q: 3 clusters Score -4130263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4130262.750000 Penalty: 5138.399902
	Iteration 70F: 3 clusters Score -4130263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -374215.218750 Penalty: 2006.191650
	Iteration 0F: 2 clusters Score -374215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -370830.656250 Penalty: 4012.383301
	Iteration 0F: 3 clusters Score -370830.7 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -371693.531250 Penalty: 4012.383301
	Iteration 1F: 3 clusters Score -371693.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -371945.468750 Penalty: 4012.383301
	Iteration 2F: 3 clusters Score -371945.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -372129.468750 Penalty: 4012.383301
	Iteration 3F: 3 clusters Score -372129.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -372317.218750 Penalty: 4012.383301
	Iteration 4F: 3 clusters Score -372317.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -372468.312500 Penalty: 4012.383301
	Iteration 5F: 3 clusters Score -372468.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -372604.875000 Penalty: 4012.383301
	Iteration 6Q: 3 clusters Score -372604.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372726.968750 Penalty: 4012.383301
	Iteration 7Q: 3 clusters Score -372727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -372827.375000 Penalty: 4012.383301
	Iteration 8Q: 3 clusters Score -372827.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -372909.375000 Penalty: 4012.383301
	Iteration 9Q: 3 clusters Score -372909.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -372969.187500 Penalty: 4012.383301
	Iteration 10Q: 3 clusters Score -372969.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -373016.562500 Penalty: 4012.383301
	Iteration 11Q: 3 clusters Score -373016.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -373058.656250 Penalty: 4012.383301
	Iteration 12Q: 3 clusters Score -373058.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -373088.406250 Penalty: 4012.383301
	Iteration 13Q: 3 clusters Score -373088.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -373108.593750 Penalty: 4012.383301
	Iteration 14Q: 3 clusters Score -373108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -373127.250000 Penalty: 4012.383301
	Iteration 15Q: 3 clusters Score -373127.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -373151.375000 Penalty: 4012.383301
	Iteration 16Q: 3 clusters Score -373151.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -373174.843750 Penalty: 4012.383301
	Iteration 17Q: 3 clusters Score -373174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -373197.406250 Penalty: 4012.383301
	Iteration 18Q: 3 clusters Score -373197.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -373266.062500 Penalty: 4012.383301
	Iteration 19Q: 3 clusters Score -373266.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -373332.812500 Penalty: 4012.383301
	Iteration 20F: 3 clusters Score -373332.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -373357.187500 Penalty: 4012.383301
	Iteration 21Q: 3 clusters Score -373357.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -373370.968750 Penalty: 4012.383301
	Iteration 22Q: 3 clusters Score -373371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -373382.593750 Penalty: 4012.383301
	Iteration 23Q: 3 clusters Score -373382.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -373389.031250 Penalty: 4012.383301
	Iteration 24Q: 3 clusters Score -373389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -373395.812500 Penalty: 4012.383301
	Iteration 25Q: 3 clusters Score -373395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -373402.343750 Penalty: 4012.383301
	Iteration 26Q: 3 clusters Score -373402.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -373405.031250 Penalty: 4012.383301
	Iteration 27Q: 3 clusters Score -373405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -373411.718750 Penalty: 4012.383301
	Iteration 28Q: 3 clusters Score -373411.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -373419.906250 Penalty: 4012.383301
	Iteration 29Q: 3 clusters Score -373419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -373427.031250 Penalty: 4012.383301
	Iteration 30Q: 3 clusters Score -373427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -373434.125000 Penalty: 4012.383301
	Iteration 31Q: 3 clusters Score -373434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -373439.375000 Penalty: 4012.383301
	Iteration 32Q: 3 clusters Score -373439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -373452.093750 Penalty: 4012.383301
	Iteration 33Q: 3 clusters Score -373452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -373464.406250 Penalty: 4012.383301
	Iteration 34Q: 3 clusters Score -373464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -373473.000000 Penalty: 4012.383301
	Iteration 35Q: 3 clusters Score -373473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -373482.937500 Penalty: 4012.383301
	Iteration 36Q: 3 clusters Score -373482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -373489.125000 Penalty: 4012.383301
	Iteration 37Q: 3 clusters Score -373489.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -373497.406250 Penalty: 4012.383301
	Iteration 38Q: 3 clusters Score -373497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -373504.125000 Penalty: 4012.383301
	Iteration 39Q: 3 clusters Score -373504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -373511.062500 Penalty: 4012.383301
	Iteration 40F: 3 clusters Score -373511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -373515.906250 Penalty: 4012.383301
	Iteration 41Q: 3 clusters Score -373515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -373524.781250 Penalty: 4012.383301
	Iteration 42Q: 3 clusters Score -373524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -373529.375000 Penalty: 4012.383301
	Iteration 43Q: 3 clusters Score -373529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -373529.375000 Penalty: 4012.383301
	Iteration 44F: 3 clusters Score -373529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77517.226562 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77517.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77712.023438 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77712.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77765.492188 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -77765.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77795.445312 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77795.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77802.695312 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77804.195312 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77807.203125 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77807.203125 Penalty: 3186.735107
	Iteration 7F: 3 clusters Score -77807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Entering Unmasked Estep 
Score: -1654593.250000 Penalty: 2341.086182
	Iteration 0F: 2 clusters Score -1654593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1645277.125000 Penalty: 4682.172363
	Iteration 0F: 3 clusters Score -1645277 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1648191.000000 Penalty: 4682.172363
	Iteration 1F: 3 clusters Score -1648191 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1648604.875000 Penalty: 4682.172363
	Iteration 2F: 3 clusters Score -1648605 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1648987.625000 Penalty: 4682.172363
	Iteration 3F: 3 clusters Score -1648988 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1649344.500000 Penalty: 4682.172363
	Iteration 4F: 3 clusters Score -1649344 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1649669.750000 Penalty: 4682.172363
	Iteration 5Q: 3 clusters Score -1649670 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1650025.625000 Penalty: 4682.172363
	Iteration 6Q: 3 clusters Score -1650026 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1650397.125000 Penalty: 4682.172363
	Iteration 7Q: 3 clusters Score -1650397 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1650784.375000 Penalty: 4682.172363
	Iteration 8Q: 3 clusters Score -1650784 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1651210.000000 Penalty: 4682.172363
	Iteration 9Q: 3 clusters Score -1651210 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1651679.875000 Penalty: 4682.172363
	Iteration 10Q: 3 clusters Score -1651680 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1652177.625000 Penalty: 4682.172363
	Iteration 11Q: 3 clusters Score -1652178 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1652596.125000 Penalty: 4682.172363
	Iteration 12Q: 3 clusters Score -1652596 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1652855.875000 Penalty: 4682.172363
	Iteration 13Q: 3 clusters Score -1652856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1652995.750000 Penalty: 4682.172363
	Iteration 14Q: 3 clusters Score -1652996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1653080.375000 Penalty: 4682.172363
	Iteration 15Q: 3 clusters Score -1653080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1653138.500000 Penalty: 4682.172363
	Iteration 16Q: 3 clusters Score -1653138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1653165.125000 Penalty: 4682.172363
	Iteration 17Q: 3 clusters Score -1653165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1653178.375000 Penalty: 4682.172363
	Iteration 18Q: 3 clusters Score -1653178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1653185.750000 Penalty: 4682.172363
	Iteration 19Q: 3 clusters Score -1653186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1653196.500000 Penalty: 4682.172363
	Iteration 20F: 3 clusters Score -1653196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1653197.875000 Penalty: 4682.172363
	Iteration 21Q: 3 clusters Score -1653198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1653206.875000 Penalty: 4682.172363
	Iteration 22Q: 3 clusters Score -1653207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1653209.000000 Penalty: 4682.172363
	Iteration 23Q: 3 clusters Score -1653209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1653210.500000 Penalty: 4682.172363
	Iteration 24Q: 3 clusters Score -1653210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1653216.125000 Penalty: 4682.172363
	Iteration 25Q: 3 clusters Score -1653216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1653218.875000 Penalty: 4682.172363
	Iteration 26Q: 3 clusters Score -1653219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1653220.000000 Penalty: 4682.172363
	Iteration 27Q: 3 clusters Score -1653220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1653220.125000 Penalty: 4682.172363
	Iteration 28Q: 3 clusters Score -1653220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1653224.375000 Penalty: 4682.172363
	Iteration 29Q: 3 clusters Score -1653224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1653223.375000 Penalty: 4682.172363
	Iteration 30Q: 3 clusters Score -1653223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1653226.000000 Penalty: 4682.172363
	Iteration 31Q: 3 clusters Score -1653226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1653222.750000 Penalty: 4682.172363
	Iteration 32Q: 3 clusters Score -1653223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1653223.750000 Penalty: 4682.172363
	Iteration 33Q: 3 clusters Score -1653224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1653229.250000 Penalty: 4682.172363
	Iteration 34Q: 3 clusters Score -1653229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1653228.000000 Penalty: 4682.172363
	Iteration 35Q: 3 clusters Score -1653228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1653223.250000 Penalty: 4682.172363
	Iteration 36Q: 3 clusters Score -1653223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1653222.125000 Penalty: 4682.172363
	Iteration 37Q: 3 clusters Score -1653222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1653222.125000 Penalty: 4682.172363
	Iteration 38F: 3 clusters Score -1653222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Entering Unmasked Estep 
Score: -8043498.500000 Penalty: 2732.021729
	Iteration 0F: 2 clusters Score -8043498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8002566.500000 Penalty: 5464.043457
	Iteration 0F: 3 clusters Score -8002566 nChanged 28416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -8018310.500000 Penalty: 5464.043457
	Iteration 1F: 3 clusters Score -8018310 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8019170.500000 Penalty: 5464.043457
	Iteration 2Q: 3 clusters Score -8019170 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -8020273.500000 Penalty: 5464.043457
	Iteration 3Q: 3 clusters Score -8020274 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -8021666.500000 Penalty: 5464.043457
	Iteration 4F: 3 clusters Score -8021666 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -8023786.500000 Penalty: 5464.043457
	Iteration 5F: 3 clusters Score -8023786 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8026919.000000 Penalty: 5464.043457
	Iteration 6F: 3 clusters Score -8026919 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -8030876.000000 Penalty: 5464.043457
	Iteration 7F: 3 clusters Score -8030876 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -8034877.000000 Penalty: 5464.043457
	Iteration 8F: 3 clusters Score -8034877 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -8037978.500000 Penalty: 5464.043457
	Iteration 9F: 3 clusters Score -8037978 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -8039757.000000 Penalty: 5464.043457
	Iteration 10Q: 3 clusters Score -8039757 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -8040951.000000 Penalty: 5464.043457
	Iteration 11Q: 3 clusters Score -8040951 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -8041851.000000 Penalty: 5464.043457
	Iteration 12Q: 3 clusters Score -8041851 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -8042328.000000 Penalty: 5464.043457
	Iteration 13Q: 3 clusters Score -8042328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -8042504.000000 Penalty: 5464.043457
	Iteration 14Q: 3 clusters Score -8042504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8042580.500000 Penalty: 5464.043457
	Iteration 15Q: 3 clusters Score -8042580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -8042614.500000 Penalty: 5464.043457
	Iteration 16Q: 3 clusters Score -8042614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -8042631.000000 Penalty: 5464.043457
	Iteration 17Q: 3 clusters Score -8042631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8042644.500000 Penalty: 5464.043457
	Iteration 18Q: 3 clusters Score -8042644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -8042646.000000 Penalty: 5464.043457
	Iteration 19Q: 3 clusters Score -8042646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -8042643.500000 Penalty: 5464.043457
	Iteration 20F: 3 clusters Score -8042644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -8042647.000000 Penalty: 5464.043457
	Iteration 21Q: 3 clusters Score -8042647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -8042643.500000 Penalty: 5464.043457
	Iteration 22Q: 3 clusters Score -8042644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -8042643.500000 Penalty: 5464.043457
	Iteration 23F: 3 clusters Score -8042644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217674 members 
Entering Unmasked Estep 
Score: -29203006.000000 Penalty: 3048.106934
	Iteration 0F: 2 clusters Score -2.920301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -29085362.000000 Penalty: 6096.213867
	Iteration 0F: 3 clusters Score -2.908536e+07 nChanged 104642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -29146310.000000 Penalty: 6096.213867
	Iteration 1F: 3 clusters Score -2.914631e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -29147174.000000 Penalty: 6096.213867
	Iteration 2Q: 3 clusters Score -2.914717e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -29148056.000000 Penalty: 6096.213867
	Iteration 3Q: 3 clusters Score -2.914806e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -29148758.000000 Penalty: 6096.213867
	Iteration 4Q: 3 clusters Score -2.914876e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -29149560.000000 Penalty: 6096.213867
	Iteration 5Q: 3 clusters Score -2.914956e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -29150604.000000 Penalty: 6096.213867
	Iteration 6Q: 3 clusters Score -2.91506e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -29151890.000000 Penalty: 6096.213867
	Iteration 7Q: 3 clusters Score -2.915189e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -29153796.000000 Penalty: 6096.213867
	Iteration 8Q: 3 clusters Score -2.91538e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -29157072.000000 Penalty: 6096.213867
	Iteration 9Q: 3 clusters Score -2.915707e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135013 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -29162180.000000 Penalty: 6096.213867
	Iteration 10Q: 3 clusters Score -2.916218e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141201 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -29169710.000000 Penalty: 6096.213867
	Iteration 11F: 3 clusters Score -2.916971e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144952 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -29179134.000000 Penalty: 6096.213867
	Iteration 12F: 3 clusters Score -2.917913e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -29186012.000000 Penalty: 6096.213867
	Iteration 13F: 3 clusters Score -2.918601e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144018 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -29188410.000000 Penalty: 6096.213867
	Iteration 14Q: 3 clusters Score -2.918841e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -29189124.000000 Penalty: 6096.213867
	Iteration 15Q: 3 clusters Score -2.918912e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -29189424.000000 Penalty: 6096.213867
	Iteration 16Q: 3 clusters Score -2.918942e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138154 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -29189506.000000 Penalty: 6096.213867
	Iteration 17Q: 3 clusters Score -2.918951e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135939 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -29189928.000000 Penalty: 6096.213867
	Iteration 18Q: 3 clusters Score -2.918993e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133767 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -29190122.000000 Penalty: 6096.213867
	Iteration 19Q: 3 clusters Score -2.919012e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -29190306.000000 Penalty: 6096.213867
	Iteration 20F: 3 clusters Score -2.919031e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -29190384.000000 Penalty: 6096.213867
	Iteration 21Q: 3 clusters Score -2.919038e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -29190680.000000 Penalty: 6096.213867
	Iteration 22Q: 3 clusters Score -2.919068e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -29190866.000000 Penalty: 6096.213867
	Iteration 23Q: 3 clusters Score -2.919087e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -29191170.000000 Penalty: 6096.213867
	Iteration 24Q: 3 clusters Score -2.919117e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120396 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -29191182.000000 Penalty: 6096.213867
	Iteration 25Q: 3 clusters Score -2.919118e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -29191498.000000 Penalty: 6096.213867
	Iteration 26Q: 3 clusters Score -2.91915e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -29191638.000000 Penalty: 6096.213867
	Iteration 27Q: 3 clusters Score -2.919164e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -29191736.000000 Penalty: 6096.213867
	Iteration 28Q: 3 clusters Score -2.919174e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -29191784.000000 Penalty: 6096.213867
	Iteration 29Q: 3 clusters Score -2.919178e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -29191852.000000 Penalty: 6096.213867
	Iteration 30Q: 3 clusters Score -2.919185e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -29191906.000000 Penalty: 6096.213867
	Iteration 31Q: 3 clusters Score -2.919191e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 113147 members 
Entering Unmasked Estep 
Score: -29192134.000000 Penalty: 6096.213867
	Iteration 32Q: 3 clusters Score -2.919213e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -29192516.000000 Penalty: 6096.213867
	Iteration 33Q: 3 clusters Score -2.919252e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 119154 members 
Entering Unmasked Estep 
Score: -29192680.000000 Penalty: 6096.213867
	Iteration 34Q: 3 clusters Score -2.919268e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -29193110.000000 Penalty: 6096.213867
	Iteration 35Q: 3 clusters Score -2.919311e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -29193184.000000 Penalty: 6096.213867
	Iteration 36Q: 3 clusters Score -2.919318e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -29193606.000000 Penalty: 6096.213867
	Iteration 37Q: 3 clusters Score -2.919361e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -29194204.000000 Penalty: 6096.213867
	Iteration 38Q: 3 clusters Score -2.91942e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -29194880.000000 Penalty: 6096.213867
	Iteration 39Q: 3 clusters Score -2.919488e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -29196280.000000 Penalty: 6096.213867
	Iteration 40F: 3 clusters Score -2.919628e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -29197996.000000 Penalty: 6096.213867
	Iteration 41F: 3 clusters Score -2.9198e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -29198188.000000 Penalty: 6096.213867
	Iteration 42F: 3 clusters Score -2.919819e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 200109 members 
Entering Unmasked Estep 
Score: -29198688.000000 Penalty: 6096.213867
	Iteration 43F: 3 clusters Score -2.919869e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 209054 members 
Entering Unmasked Estep 
Score: -29199394.000000 Penalty: 6096.213867
	Iteration 44Q: 3 clusters Score -2.919939e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 214040 members 
Entering Unmasked Estep 
Score: -29199996.000000 Penalty: 6096.213867
	Iteration 45Q: 3 clusters Score -2.92e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 216142 members 
Entering Unmasked Estep 
Score: -29200150.000000 Penalty: 6096.213867
	Iteration 46Q: 3 clusters Score -2.920015e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 216873 members 
Entering Unmasked Estep 
Score: -29200344.000000 Penalty: 6096.213867
	Iteration 47Q: 3 clusters Score -2.920034e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 217130 members 
Entering Unmasked Estep 
Score: -29200382.000000 Penalty: 6096.213867
	Iteration 48Q: 3 clusters Score -2.920038e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 217245 members 
Entering Unmasked Estep 
Score: -29200428.000000 Penalty: 6096.213867
	Iteration 49Q: 3 clusters Score -2.920043e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 217290 members 
Entering Unmasked Estep 
Score: -29200452.000000 Penalty: 6096.213867
	Iteration 50Q: 3 clusters Score -2.920045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 217321 members 
Entering Unmasked Estep 
Score: -29200426.000000 Penalty: 6096.213867
	Iteration 51Q: 3 clusters Score -2.920043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 217337 members 
Entering Unmasked Estep 
Score: -29200460.000000 Penalty: 6096.213867
	Iteration 52Q: 3 clusters Score -2.920046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217351 members 
Entering Unmasked Estep 
Score: -29200440.000000 Penalty: 6096.213867
	Iteration 53Q: 3 clusters Score -2.920044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217355 members 
Entering Unmasked Estep 
Score: -29200436.000000 Penalty: 6096.213867
	Iteration 54Q: 3 clusters Score -2.920044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 217358 members 
Entering Unmasked Estep 
Score: -29200450.000000 Penalty: 6096.213867
	Iteration 55Q: 3 clusters Score -2.920045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 217360 members 
Entering Unmasked Estep 
Score: -29200478.000000 Penalty: 6096.213867
	Iteration 56Q: 3 clusters Score -2.920048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -29200490.000000 Penalty: 6096.213867
	Iteration 57Q: 3 clusters Score -2.920049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217371 members 
Entering Unmasked Estep 
Score: -29200488.000000 Penalty: 6096.213867
	Iteration 58Q: 3 clusters Score -2.920049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217373 members 
Entering Unmasked Estep 
Score: -29200488.000000 Penalty: 6096.213867
	Iteration 59Q: 3 clusters Score -2.920049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 217374 members 
Entering Unmasked Estep 
Score: -29200502.000000 Penalty: 6096.213867
	Iteration 60F: 3 clusters Score -2.92005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -2531829.500000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -2531830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2517482.750000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -2517483 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2522298.000000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -2522298 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2522726.500000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -2522726 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2523139.500000 Penalty: 4925.682129
	Iteration 3Q: 3 clusters Score -2523140 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2523557.000000 Penalty: 4925.682129
	Iteration 4Q: 3 clusters Score -2523557 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2524017.500000 Penalty: 4925.682129
	Iteration 5Q: 3 clusters Score -2524018 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2524602.250000 Penalty: 4925.682129
	Iteration 6Q: 3 clusters Score -2524602 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2525319.250000 Penalty: 4925.682129
	Iteration 7F: 3 clusters Score -2525319 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2526096.500000 Penalty: 4925.682129
	Iteration 8F: 3 clusters Score -2526096 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2526886.500000 Penalty: 4925.682129
	Iteration 9F: 3 clusters Score -2526886 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2527521.250000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -2527521 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2527979.000000 Penalty: 4925.682129
	Iteration 11Q: 3 clusters Score -2527979 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2528307.000000 Penalty: 4925.682129
	Iteration 12Q: 3 clusters Score -2528307 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2528531.750000 Penalty: 4925.682129
	Iteration 13Q: 3 clusters Score -2528532 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2528699.000000 Penalty: 4925.682129
	Iteration 14Q: 3 clusters Score -2528699 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2528826.250000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -2528826 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2528928.500000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -2528928 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2529032.250000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -2529032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2529123.750000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -2529124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2529201.500000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -2529202 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2529269.750000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -2529270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2529340.500000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -2529340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2529394.750000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -2529395 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2529466.750000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -2529467 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2529527.000000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -2529527 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2529589.750000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -2529590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2529643.250000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -2529643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2529711.000000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -2529711 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2529757.500000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -2529758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2529799.750000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -2529800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2529836.000000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -2529836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2529884.750000 Penalty: 4925.682129
	Iteration 31Q: 3 clusters Score -2529885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2529919.000000 Penalty: 4925.682129
	Iteration 32Q: 3 clusters Score -2529919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2529946.500000 Penalty: 4925.682129
	Iteration 33Q: 3 clusters Score -2529946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2529973.250000 Penalty: 4925.682129
	Iteration 34Q: 3 clusters Score -2529973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2529998.500000 Penalty: 4925.682129
	Iteration 35Q: 3 clusters Score -2529998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2530025.250000 Penalty: 4925.682129
	Iteration 36Q: 3 clusters Score -2530025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2530040.000000 Penalty: 4925.682129
	Iteration 37Q: 3 clusters Score -2530040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2530052.750000 Penalty: 4925.682129
	Iteration 38Q: 3 clusters Score -2530053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2530072.750000 Penalty: 4925.682129
	Iteration 39Q: 3 clusters Score -2530073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2530088.500000 Penalty: 4925.682129
	Iteration 40F: 3 clusters Score -2530088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2530103.250000 Penalty: 4925.682129
	Iteration 41Q: 3 clusters Score -2530103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2530116.250000 Penalty: 4925.682129
	Iteration 42Q: 3 clusters Score -2530116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2530135.000000 Penalty: 4925.682129
	Iteration 43Q: 3 clusters Score -2530135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2530148.250000 Penalty: 4925.682129
	Iteration 44Q: 3 clusters Score -2530148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2530164.000000 Penalty: 4925.682129
	Iteration 45Q: 3 clusters Score -2530164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2530176.750000 Penalty: 4925.682129
	Iteration 46Q: 3 clusters Score -2530177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2530197.000000 Penalty: 4925.682129
	Iteration 47Q: 3 clusters Score -2530197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2530216.000000 Penalty: 4925.682129
	Iteration 48Q: 3 clusters Score -2530216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2530220.500000 Penalty: 4925.682129
	Iteration 49Q: 3 clusters Score -2530220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2530221.500000 Penalty: 4925.682129
	Iteration 50Q: 3 clusters Score -2530222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2530224.250000 Penalty: 4925.682129
	Iteration 51Q: 3 clusters Score -2530224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2530227.250000 Penalty: 4925.682129
	Iteration 52Q: 3 clusters Score -2530227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2530227.250000 Penalty: 4925.682129
	Iteration 53Q: 3 clusters Score -2530227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2530230.000000 Penalty: 4925.682129
	Iteration 54Q: 3 clusters Score -2530230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2530232.750000 Penalty: 4925.682129
	Iteration 55Q: 3 clusters Score -2530233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2530235.000000 Penalty: 4925.682129
	Iteration 56Q: 3 clusters Score -2530235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2530231.500000 Penalty: 4925.682129
	Iteration 57Q: 3 clusters Score -2530232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2530228.250000 Penalty: 4925.682129
	Iteration 58Q: 3 clusters Score -2530228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2530228.250000 Penalty: 4925.682129
	Iteration 59Q: 3 clusters Score -2530228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2530228.250000 Penalty: 4925.682129
	Iteration 60F: 3 clusters Score -2530228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Entering Unmasked Estep 
Score: -2869762.500000 Penalty: 2479.859619
	Iteration 0F: 2 clusters Score -2869762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2854503.000000 Penalty: 4959.719238
	Iteration 0F: 3 clusters Score -2854503 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2859801.500000 Penalty: 4959.719238
	Iteration 1F: 3 clusters Score -2859802 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2860462.000000 Penalty: 4959.719238
	Iteration 2F: 3 clusters Score -2860462 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2861246.750000 Penalty: 4959.719238
	Iteration 3F: 3 clusters Score -2861247 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2862166.250000 Penalty: 4959.719238
	Iteration 4F: 3 clusters Score -2862166 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2863060.000000 Penalty: 4959.719238
	Iteration 5F: 3 clusters Score -2863060 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2863884.000000 Penalty: 4959.719238
	Iteration 6F: 3 clusters Score -2863884 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2864630.250000 Penalty: 4959.719238
	Iteration 7F: 3 clusters Score -2864630 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2865176.500000 Penalty: 4959.719238
	Iteration 8Q: 3 clusters Score -2865176 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2865621.750000 Penalty: 4959.719238
	Iteration 9Q: 3 clusters Score -2865622 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2865967.500000 Penalty: 4959.719238
	Iteration 10Q: 3 clusters Score -2865968 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2866251.500000 Penalty: 4959.719238
	Iteration 11Q: 3 clusters Score -2866252 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2866501.500000 Penalty: 4959.719238
	Iteration 12Q: 3 clusters Score -2866502 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2866766.250000 Penalty: 4959.719238
	Iteration 13Q: 3 clusters Score -2866766 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2866990.250000 Penalty: 4959.719238
	Iteration 14Q: 3 clusters Score -2866990 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2867191.500000 Penalty: 4959.719238
	Iteration 15Q: 3 clusters Score -2867192 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2867331.500000 Penalty: 4959.719238
	Iteration 16Q: 3 clusters Score -2867332 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2867420.000000 Penalty: 4959.719238
	Iteration 17Q: 3 clusters Score -2867420 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2867483.000000 Penalty: 4959.719238
	Iteration 18Q: 3 clusters Score -2867483 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2867527.500000 Penalty: 4959.719238
	Iteration 19Q: 3 clusters Score -2867528 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2867562.750000 Penalty: 4959.719238
	Iteration 20F: 3 clusters Score -2867563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2867593.250000 Penalty: 4959.719238
	Iteration 21Q: 3 clusters Score -2867593 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2867608.750000 Penalty: 4959.719238
	Iteration 22Q: 3 clusters Score -2867609 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2867632.250000 Penalty: 4959.719238
	Iteration 23Q: 3 clusters Score -2867632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2867646.500000 Penalty: 4959.719238
	Iteration 24Q: 3 clusters Score -2867646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2867652.000000 Penalty: 4959.719238
	Iteration 25Q: 3 clusters Score -2867652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2867668.500000 Penalty: 4959.719238
	Iteration 26Q: 3 clusters Score -2867668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2867666.500000 Penalty: 4959.719238
	Iteration 27Q: 3 clusters Score -2867666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2867684.750000 Penalty: 4959.719238
	Iteration 28Q: 3 clusters Score -2867685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2867681.250000 Penalty: 4959.719238
	Iteration 29Q: 3 clusters Score -2867681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2867687.750000 Penalty: 4959.719238
	Iteration 30Q: 3 clusters Score -2867688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2867689.750000 Penalty: 4959.719238
	Iteration 31Q: 3 clusters Score -2867690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2867692.000000 Penalty: 4959.719238
	Iteration 32Q: 3 clusters Score -2867692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2867699.500000 Penalty: 4959.719238
	Iteration 33Q: 3 clusters Score -2867700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2867698.500000 Penalty: 4959.719238
	Iteration 34Q: 3 clusters Score -2867698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2867704.250000 Penalty: 4959.719238
	Iteration 35Q: 3 clusters Score -2867704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2867712.250000 Penalty: 4959.719238
	Iteration 36Q: 3 clusters Score -2867712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2867708.500000 Penalty: 4959.719238
	Iteration 37Q: 3 clusters Score -2867708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2867716.750000 Penalty: 4959.719238
	Iteration 38Q: 3 clusters Score -2867717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2867718.250000 Penalty: 4959.719238
	Iteration 39Q: 3 clusters Score -2867718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2867719.500000 Penalty: 4959.719238
	Iteration 40F: 3 clusters Score -2867720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2867714.000000 Penalty: 4959.719238
	Iteration 41Q: 3 clusters Score -2867714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2867725.500000 Penalty: 4959.719238
	Iteration 42Q: 3 clusters Score -2867726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2867728.250000 Penalty: 4959.719238
	Iteration 43Q: 3 clusters Score -2867728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2867735.750000 Penalty: 4959.719238
	Iteration 44Q: 3 clusters Score -2867736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2867736.000000 Penalty: 4959.719238
	Iteration 45Q: 3 clusters Score -2867736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2867740.250000 Penalty: 4959.719238
	Iteration 46Q: 3 clusters Score -2867740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2867737.750000 Penalty: 4959.719238
	Iteration 47Q: 3 clusters Score -2867738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2867748.250000 Penalty: 4959.719238
	Iteration 48Q: 3 clusters Score -2867748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2867752.000000 Penalty: 4959.719238
	Iteration 49Q: 3 clusters Score -2867752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2867750.000000 Penalty: 4959.719238
	Iteration 50Q: 3 clusters Score -2867750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2867755.000000 Penalty: 4959.719238
	Iteration 51Q: 3 clusters Score -2867755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2867757.750000 Penalty: 4959.719238
	Iteration 52Q: 3 clusters Score -2867758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2867759.500000 Penalty: 4959.719238
	Iteration 53Q: 3 clusters Score -2867760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2867761.500000 Penalty: 4959.719238
	Iteration 54Q: 3 clusters Score -2867762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2867773.750000 Penalty: 4959.719238
	Iteration 55Q: 3 clusters Score -2867774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2867773.500000 Penalty: 4959.719238
	Iteration 56Q: 3 clusters Score -2867774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2867782.500000 Penalty: 4959.719238
	Iteration 57Q: 3 clusters Score -2867782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2867788.250000 Penalty: 4959.719238
	Iteration 58Q: 3 clusters Score -2867788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2867790.750000 Penalty: 4959.719238
	Iteration 59Q: 3 clusters Score -2867791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2867783.500000 Penalty: 4959.719238
	Iteration 60F: 3 clusters Score -2867784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2867788.250000 Penalty: 4959.719238
	Iteration 61Q: 3 clusters Score -2867788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2867793.000000 Penalty: 4959.719238
	Iteration 62Q: 3 clusters Score -2867793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2867804.750000 Penalty: 4959.719238
	Iteration 63Q: 3 clusters Score -2867805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2867809.000000 Penalty: 4959.719238
	Iteration 64Q: 3 clusters Score -2867809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2867814.500000 Penalty: 4959.719238
	Iteration 65Q: 3 clusters Score -2867814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2867820.500000 Penalty: 4959.719238
	Iteration 66Q: 3 clusters Score -2867820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2867821.500000 Penalty: 4959.719238
	Iteration 67Q: 3 clusters Score -2867822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2867822.750000 Penalty: 4959.719238
	Iteration 68Q: 3 clusters Score -2867823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2867823.750000 Penalty: 4959.719238
	Iteration 69Q: 3 clusters Score -2867824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2867824.500000 Penalty: 4959.719238
	Iteration 70Q: 3 clusters Score -2867824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2867825.750000 Penalty: 4959.719238
	Iteration 71Q: 3 clusters Score -2867826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2867827.000000 Penalty: 4959.719238
	Iteration 72Q: 3 clusters Score -2867827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2867833.500000 Penalty: 4959.719238
	Iteration 73Q: 3 clusters Score -2867834 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2867842.750000 Penalty: 4959.719238
	Iteration 74Q: 3 clusters Score -2867843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2867846.000000 Penalty: 4959.719238
	Iteration 75Q: 3 clusters Score -2867846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2867845.750000 Penalty: 4959.719238
	Iteration 76Q: 3 clusters Score -2867846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2867845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2867848.250000 Penalty: 4959.719238
	Iteration 78Q: 3 clusters Score -2867848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2867854.000000 Penalty: 4959.719238
	Iteration 79Q: 3 clusters Score -2867854 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2867861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2867862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2867864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2867863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2867869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2867871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2867871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2867877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2867877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2867880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2867880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2867889.000000 Penalty: 4959.719238
	Iteration 91Q: 3 clusters Score -2867889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2867896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2867892 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2867890 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2867892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2867900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2867901.500000 Penalty: 4959.719238
	Iteration 97Q: 3 clusters Score -2867902 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2867906 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2867906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2867903.250000 Penalty: 4959.719238
	Iteration 100F: 3 clusters Score -2867903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2867908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2867908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2867910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2867910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2867908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2867909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2867910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2867915.000000 Penalty: 4959.719238
	Iteration 108Q: 3 clusters Score -2867915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2867912.500000 Penalty: 4959.719238
	Iteration 109Q: 3 clusters Score -2867912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2867911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2867914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2867909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2867909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2867910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2867904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2867908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2867908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2867917.000000 Penalty: 4959.719238
	Iteration 118Q: 3 clusters Score -2867917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2867920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2867923.500000 Penalty: 4959.719238
	Iteration 120F: 3 clusters Score -2867924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2867927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2867929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2867945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2867947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2867943 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2867944 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2867951.750000 Penalty: 4959.719238
	Iteration 127Q: 3 clusters Score -2867952 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2867955 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2867957 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2867957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2867958 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2867962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2867966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2867965 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3443 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2867963 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3433 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2867957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2867964 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2867974.000000 Penalty: 4959.719238
	Iteration 138Q: 3 clusters Score -2867974 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2867968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2867971.000000 Penalty: 4959.719238
	Iteration 140F: 3 clusters Score -2867971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2867972 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2867975 nChanged 5
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Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2867977 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2867977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2867978.250000 Penalty: 4959.719238
	Iteration 145Q: 3 clusters Score -2867978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2867974 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2867977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2867979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2867982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2867983.000000 Penalty: 4959.719238
	Iteration 150Q: 3 clusters Score -2867983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2867986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18693 members 
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	Iteration 152Q: 3 clusters Score -2867986 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2867986 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2867986 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2867987 nChanged 3
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Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18710 members 
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	Iteration 156Q: 3 clusters Score -2867988 nChanged 4
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Mstep: Class 1 contains 3300 members 
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	Iteration 157Q: 3 clusters Score -2867987 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2867984 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3295 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2867983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2867982.500000 Penalty: 4959.719238
	Iteration 160F: 3 clusters Score -2867982 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3286 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2867989 nChanged 2
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2867986 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3282 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2867985 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3279 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2867984 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3277 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2867984 nChanged 3
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Entering Unmasked Estep 
Score: -2867982.500000 Penalty: 4959.719238
	Iteration 166Q: 3 clusters Score -2867982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2867983.750000 Penalty: 4959.719238
	Iteration 167Q: 3 clusters Score -2867984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2867986.250000 Penalty: 4959.719238
	Iteration 168Q: 3 clusters Score -2867986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2867988.250000 Penalty: 4959.719238
	Iteration 169Q: 3 clusters Score -2867988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2867990.000000 Penalty: 4959.719238
	Iteration 170Q: 3 clusters Score -2867990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2867991.750000 Penalty: 4959.719238
	Iteration 171Q: 3 clusters Score -2867992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2867990.500000 Penalty: 4959.719238
	Iteration 172Q: 3 clusters Score -2867990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2867990.500000 Penalty: 4959.719238
	Iteration 173F: 3 clusters Score -2867990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 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 407 members 
Entering Unmasked Estep 
Score: -108424.562500 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108424.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -108667.398438 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108667.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108738.210938 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108775.250000 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108784.445312 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -108793.882812 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108810.171875 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108822.375000 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108831.921875 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108838.320312 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -108838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108848.820312 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -108848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108864.742188 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -108864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108878.820312 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -108878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108891.507812 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -108891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108900.101562 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -108900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108904.140625 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -108904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108910.109375 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -108910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108917.945312 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -108917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108922.734375 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -108922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108927.343750 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -108927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108927.343750 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -108927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Entering Unmasked Estep 
Score: -1369987.875000 Penalty: 2292.168213
	Iteration 0F: 2 clusters Score -1369988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1362107.500000 Penalty: 4584.336426
	Iteration 0F: 3 clusters Score -1362108 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1364417.250000 Penalty: 4584.336426
	Iteration 1F: 3 clusters Score -1364417 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1364899.125000 Penalty: 4584.336426
	Iteration 2F: 3 clusters Score -1364899 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1365376.000000 Penalty: 4584.336426
	Iteration 3F: 3 clusters Score -1365376 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1365921.875000 Penalty: 4584.336426
	Iteration 4F: 3 clusters Score -1365922 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1366458.000000 Penalty: 4584.336426
	Iteration 5F: 3 clusters Score -1366458 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1366850.500000 Penalty: 4584.336426
	Iteration 6F: 3 clusters Score -1366850 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1367117.750000 Penalty: 4584.336426
	Iteration 7Q: 3 clusters Score -1367118 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1367304.000000 Penalty: 4584.336426
	Iteration 8Q: 3 clusters Score -1367304 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1367426.500000 Penalty: 4584.336426
	Iteration 9Q: 3 clusters Score -1367426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1367497.625000 Penalty: 4584.336426
	Iteration 10Q: 3 clusters Score -1367498 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1367530.125000 Penalty: 4584.336426
	Iteration 11Q: 3 clusters Score -1367530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1367556.125000 Penalty: 4584.336426
	Iteration 12Q: 3 clusters Score -1367556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1367566.250000 Penalty: 4584.336426
	Iteration 13Q: 3 clusters Score -1367566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1367576.750000 Penalty: 4584.336426
	Iteration 14Q: 3 clusters Score -1367577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1367586.500000 Penalty: 4584.336426
	Iteration 15Q: 3 clusters Score -1367586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1367592.750000 Penalty: 4584.336426
	Iteration 16Q: 3 clusters Score -1367593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1367596.750000 Penalty: 4584.336426
	Iteration 17Q: 3 clusters Score -1367597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1367594.875000 Penalty: 4584.336426
	Iteration 18Q: 3 clusters Score -1367595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1367601.375000 Penalty: 4584.336426
	Iteration 19Q: 3 clusters Score -1367601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1367603.750000 Penalty: 4584.336426
	Iteration 20F: 3 clusters Score -1367604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1367603.250000 Penalty: 4584.336426
	Iteration 21Q: 3 clusters Score -1367603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1367606.250000 Penalty: 4584.336426
	Iteration 22Q: 3 clusters Score -1367606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1367606.875000 Penalty: 4584.336426
	Iteration 23Q: 3 clusters Score -1367607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1367607.000000 Penalty: 4584.336426
	Iteration 24Q: 3 clusters Score -1367607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1367609.375000 Penalty: 4584.336426
	Iteration 25Q: 3 clusters Score -1367609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1367608.625000 Penalty: 4584.336426
	Iteration 26Q: 3 clusters Score -1367609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1367609.250000 Penalty: 4584.336426
	Iteration 27Q: 3 clusters Score -1367609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1367610.250000 Penalty: 4584.336426
	Iteration 28Q: 3 clusters Score -1367610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1367608.250000 Penalty: 4584.336426
	Iteration 29Q: 3 clusters Score -1367608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1367608.250000 Penalty: 4584.336426
	Iteration 30F: 3 clusters Score -1367608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -1010267.500000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -1010268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1003624.437500 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -1003624 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1005667.562500 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -1005668 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1006187.562500 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -1006188 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1006715.437500 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -1006715 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1007127.312500 Penalty: 4485.672852
	Iteration 4F: 3 clusters Score -1007127 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1007447.750000 Penalty: 4485.672852
	Iteration 5F: 3 clusters Score -1007448 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1007699.125000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -1007699 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1007870.125000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -1007870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1008013.125000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -1008013 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1008114.687500 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -1008115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1008188.375000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -1008188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1008244.500000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -1008244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1008293.625000 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -1008294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1008344.250000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -1008344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1008396.937500 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -1008397 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1008453.750000 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -1008454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1008506.937500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -1008507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1008547.562500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -1008548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1008572.125000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -1008572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1008595.937500 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -1008596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1008613.437500 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -1008613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1008636.437500 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -1008636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1008656.000000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -1008656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1008672.187500 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -1008672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1008691.687500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -1008692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1008704.812500 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -1008705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1008717.500000 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -1008718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1008729.750000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -1008730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1008738.250000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -1008738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1008791 nChanged 32
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1008803 nChanged 37
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Mstep: Class 1 contains 3389 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3396 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3409 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3414 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3415 members 
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Mstep: Class 1 contains 3421 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3439 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3455 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3462 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3477 members 
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Mstep: Class 1 contains 3494 members 
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Mstep: Class 1 contains 3500 members 
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Mstep: Class 1 contains 3552 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3567 members 
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Mstep: Class 1 contains 3576 members 
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	Iteration 62Q: 3 clusters Score -1009055 nChanged 14
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Mstep: Class 1 contains 3651 members 
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Mstep: Class 1 contains 3669 members 
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Mstep: Class 1 contains 3681 members 
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Mstep: Class 1 contains 3689 members 
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Mstep: Class 1 contains 3909 members 
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Mstep: Class 1 contains 3965 members 
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Mstep: Class 1 contains 3980 members 
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Mstep: Class 1 contains 4020 members 
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Mstep: Class 1 contains 4033 members 
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Mstep: Class 1 contains 4076 members 
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Mstep: Class 1 contains 4366 members 
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Mstep: Class 1 contains 4489 members 
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	Iteration 114Q: 3 clusters Score -1009671 nChanged 8
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	Iteration 118Q: 3 clusters Score -1009679 nChanged 7
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	Iteration 119Q: 3 clusters Score -1009681 nChanged 4
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	Iteration 121Q: 3 clusters Score -1009686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1009688.062500 Penalty: 4485.672852
	Iteration 122Q: 3 clusters Score -1009688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1009688.937500 Penalty: 4485.672852
	Iteration 123Q: 3 clusters Score -1009689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1009687.687500 Penalty: 4485.672852
	Iteration 124Q: 3 clusters Score -1009688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1009690.125000 Penalty: 4485.672852
	Iteration 125Q: 3 clusters Score -1009690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1009691.375000 Penalty: 4485.672852
	Iteration 126Q: 3 clusters Score -1009691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1009690.437500 Penalty: 4485.672852
	Iteration 127Q: 3 clusters Score -1009690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1009690.562500 Penalty: 4485.672852
	Iteration 128Q: 3 clusters Score -1009691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1009692.937500 Penalty: 4485.672852
	Iteration 129Q: 3 clusters Score -1009693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1009693.375000 Penalty: 4485.672852
	Iteration 130Q: 3 clusters Score -1009693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1009694.750000 Penalty: 4485.672852
	Iteration 131Q: 3 clusters Score -1009695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1009694.750000 Penalty: 4485.672852
	Iteration 132F: 3 clusters Score -1009695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -663956.437500 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -663956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -659390.062500 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -659390.1 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -660512.937500 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -660512.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -660712.250000 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -660712.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -660842.437500 Penalty: 4221.941895
	Iteration 3Q: 3 clusters Score -660842.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660931.625000 Penalty: 4221.941895
	Iteration 4Q: 3 clusters Score -660931.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -660993.875000 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -660993.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -661037.812500 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -661037.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -661076.312500 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -661076.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -661115.812500 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -661115.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -661155.062500 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -661155.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -661187.500000 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -661187.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -661215.000000 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -661215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -661233.187500 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -661233.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -661248.812500 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -661248.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -661268.187500 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -661268.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -661285.562500 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -661285.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -661306.062500 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -661306.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -661323.250000 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -661323.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -661342.437500 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -661342.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -661368.062500 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -661368.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -661392.312500 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -661392.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -661422.250000 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -661422.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -661461.812500 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -661461.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -661502.250000 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -661502.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -661543.312500 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -661543.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -661595.125000 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -661595.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -661651.250000 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -661651.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -661709.000000 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -661709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -661768.250000 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -661768.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -661829.562500 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -661829.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -661895.375000 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -661895.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -661962.625000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -661962.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -662010.187500 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -662010.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -662047.187500 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -662047.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -662087.187500 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -662087.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -662114.125000 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -662114.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -662139.375000 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -662139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -662158.187500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -662158.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -662179.187500 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -662179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -662184.187500 Penalty: 4221.941895
	Iteration 39Q: 3 clusters Score -662184.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -662191.875000 Penalty: 4221.941895
	Iteration 40F: 3 clusters Score -662191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -662199.562500 Penalty: 4221.941895
	Iteration 41Q: 3 clusters Score -662199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -662203.500000 Penalty: 4221.941895
	Iteration 42Q: 3 clusters Score -662203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -662210.500000 Penalty: 4221.941895
	Iteration 43Q: 3 clusters Score -662210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -662215.125000 Penalty: 4221.941895
	Iteration 44Q: 3 clusters Score -662215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -662217.937500 Penalty: 4221.941895
	Iteration 45Q: 3 clusters Score -662217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -662221.750000 Penalty: 4221.941895
	Iteration 46Q: 3 clusters Score -662221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -662225.562500 Penalty: 4221.941895
	Iteration 47Q: 3 clusters Score -662225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -662225.312500 Penalty: 4221.941895
	Iteration 48Q: 3 clusters Score -662225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -662226.375000 Penalty: 4221.941895
	Iteration 49Q: 3 clusters Score -662226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -662228.437500 Penalty: 4221.941895
	Iteration 50Q: 3 clusters Score -662228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -662228.562500 Penalty: 4221.941895
	Iteration 51Q: 3 clusters Score -662228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -662231.437500 Penalty: 4221.941895
	Iteration 52Q: 3 clusters Score -662231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -662234.000000 Penalty: 4221.941895
	Iteration 53Q: 3 clusters Score -662234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -662240.250000 Penalty: 4221.941895
	Iteration 54Q: 3 clusters Score -662240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -662245.062500 Penalty: 4221.941895
	Iteration 55Q: 3 clusters Score -662245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -662249.312500 Penalty: 4221.941895
	Iteration 56Q: 3 clusters Score -662249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -662252.812500 Penalty: 4221.941895
	Iteration 57Q: 3 clusters Score -662252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -662257.312500 Penalty: 4221.941895
	Iteration 58Q: 3 clusters Score -662257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -662262.562500 Penalty: 4221.941895
	Iteration 59Q: 3 clusters Score -662262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -662267.812500 Penalty: 4221.941895
	Iteration 60F: 3 clusters Score -662267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -662267.750000 Penalty: 4221.941895
	Iteration 61Q: 3 clusters Score -662267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -662268.250000 Penalty: 4221.941895
	Iteration 62Q: 3 clusters Score -662268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -662269.937500 Penalty: 4221.941895
	Iteration 63Q: 3 clusters Score -662269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -662270.062500 Penalty: 4221.941895
	Iteration 64Q: 3 clusters Score -662270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -662269.187500 Penalty: 4221.941895
	Iteration 65Q: 3 clusters Score -662269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -662269.187500 Penalty: 4221.941895
	Iteration 66F: 3 clusters Score -662269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Entering Unmasked Estep 
Score: -1982467.750000 Penalty: 2388.477295
	Iteration 0F: 2 clusters Score -1982468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1971526.375000 Penalty: 4776.954590
	Iteration 0F: 3 clusters Score -1971526 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1975153.875000 Penalty: 4776.954590
	Iteration 1F: 3 clusters Score -1975154 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1975764.250000 Penalty: 4776.954590
	Iteration 2F: 3 clusters Score -1975764 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1976478.125000 Penalty: 4776.954590
	Iteration 3F: 3 clusters Score -1976478 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1977411.875000 Penalty: 4776.954590
	Iteration 4F: 3 clusters Score -1977412 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1978522.500000 Penalty: 4776.954590
	Iteration 5F: 3 clusters Score -1978522 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1979491.875000 Penalty: 4776.954590
	Iteration 6F: 3 clusters Score -1979492 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1980107.250000 Penalty: 4776.954590
	Iteration 7F: 3 clusters Score -1980107 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1980400.750000 Penalty: 4776.954590
	Iteration 8Q: 3 clusters Score -1980401 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1980535.375000 Penalty: 4776.954590
	Iteration 9Q: 3 clusters Score -1980535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1980613.250000 Penalty: 4776.954590
	Iteration 10Q: 3 clusters Score -1980613 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1980675.750000 Penalty: 4776.954590
	Iteration 11Q: 3 clusters Score -1980676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1980711.375000 Penalty: 4776.954590
	Iteration 12Q: 3 clusters Score -1980711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1980744.000000 Penalty: 4776.954590
	Iteration 13Q: 3 clusters Score -1980744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1980783.125000 Penalty: 4776.954590
	Iteration 14Q: 3 clusters Score -1980783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1980797.250000 Penalty: 4776.954590
	Iteration 15Q: 3 clusters Score -1980797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1980819.250000 Penalty: 4776.954590
	Iteration 16Q: 3 clusters Score -1980819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1980828.250000 Penalty: 4776.954590
	Iteration 17Q: 3 clusters Score -1980828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1980844.125000 Penalty: 4776.954590
	Iteration 18Q: 3 clusters Score -1980844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1980849.250000 Penalty: 4776.954590
	Iteration 19Q: 3 clusters Score -1980849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1980857.125000 Penalty: 4776.954590
	Iteration 20F: 3 clusters Score -1980857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1980871.500000 Penalty: 4776.954590
	Iteration 21Q: 3 clusters Score -1980872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1980882.125000 Penalty: 4776.954590
	Iteration 22Q: 3 clusters Score -1980882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1980896.375000 Penalty: 4776.954590
	Iteration 23Q: 3 clusters Score -1980896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1980905.875000 Penalty: 4776.954590
	Iteration 24Q: 3 clusters Score -1980906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1980917.125000 Penalty: 4776.954590
	Iteration 25Q: 3 clusters Score -1980917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1980928.625000 Penalty: 4776.954590
	Iteration 26Q: 3 clusters Score -1980929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1980935.250000 Penalty: 4776.954590
	Iteration 27Q: 3 clusters Score -1980935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1980952.125000 Penalty: 4776.954590
	Iteration 28Q: 3 clusters Score -1980952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1980975.250000 Penalty: 4776.954590
	Iteration 29Q: 3 clusters Score -1980975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1980978.500000 Penalty: 4776.954590
	Iteration 30Q: 3 clusters Score -1980978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1980987.875000 Penalty: 4776.954590
	Iteration 31Q: 3 clusters Score -1980988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1980992.250000 Penalty: 4776.954590
	Iteration 32Q: 3 clusters Score -1980992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1980998.125000 Penalty: 4776.954590
	Iteration 33Q: 3 clusters Score -1980998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1981005.125000 Penalty: 4776.954590
	Iteration 34Q: 3 clusters Score -1981005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1981009.125000 Penalty: 4776.954590
	Iteration 35Q: 3 clusters Score -1981009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1981022.500000 Penalty: 4776.954590
	Iteration 36Q: 3 clusters Score -1981022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1981031.750000 Penalty: 4776.954590
	Iteration 37Q: 3 clusters Score -1981032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1981039.375000 Penalty: 4776.954590
	Iteration 38Q: 3 clusters Score -1981039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1981044.500000 Penalty: 4776.954590
	Iteration 39Q: 3 clusters Score -1981044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1981059.875000 Penalty: 4776.954590
	Iteration 40F: 3 clusters Score -1981060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1981078.625000 Penalty: 4776.954590
	Iteration 41Q: 3 clusters Score -1981079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1981087.375000 Penalty: 4776.954590
	Iteration 42Q: 3 clusters Score -1981087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1981101.125000 Penalty: 4776.954590
	Iteration 43Q: 3 clusters Score -1981101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1981108.375000 Penalty: 4776.954590
	Iteration 44Q: 3 clusters Score -1981108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1981111.500000 Penalty: 4776.954590
	Iteration 45Q: 3 clusters Score -1981112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1981109.250000 Penalty: 4776.954590
	Iteration 46Q: 3 clusters Score -1981109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1981114.750000 Penalty: 4776.954590
	Iteration 47Q: 3 clusters Score -1981115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1981116.125000 Penalty: 4776.954590
	Iteration 48Q: 3 clusters Score -1981116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1981118.000000 Penalty: 4776.954590
	Iteration 49Q: 3 clusters Score -1981118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1981117.250000 Penalty: 4776.954590
	Iteration 50Q: 3 clusters Score -1981117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1981117.375000 Penalty: 4776.954590
	Iteration 51Q: 3 clusters Score -1981117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1981117.875000 Penalty: 4776.954590
	Iteration 52Q: 3 clusters Score -1981118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1981117.875000 Penalty: 4776.954590
	Iteration 53F: 3 clusters Score -1981118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Entering Unmasked Estep 
Score: -1533675.625000 Penalty: 2312.358398
	Iteration 0F: 2 clusters Score -1533676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1525207.000000 Penalty: 4624.716797
	Iteration 0F: 3 clusters Score -1525207 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1527776.750000 Penalty: 4624.716797
	Iteration 1F: 3 clusters Score -1527777 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1528096.375000 Penalty: 4624.716797
	Iteration 2F: 3 clusters Score -1528096 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1528339.250000 Penalty: 4624.716797
	Iteration 3F: 3 clusters Score -1528339 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1528520.375000 Penalty: 4624.716797
	Iteration 4Q: 3 clusters Score -1528520 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1528661.875000 Penalty: 4624.716797
	Iteration 5Q: 3 clusters Score -1528662 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1528783.875000 Penalty: 4624.716797
	Iteration 6Q: 3 clusters Score -1528784 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1528878.125000 Penalty: 4624.716797
	Iteration 7Q: 3 clusters Score -1528878 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1528988.125000 Penalty: 4624.716797
	Iteration 8Q: 3 clusters Score -1528988 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1529092.875000 Penalty: 4624.716797
	Iteration 9Q: 3 clusters Score -1529093 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1529194.500000 Penalty: 4624.716797
	Iteration 10Q: 3 clusters Score -1529194 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1529323.375000 Penalty: 4624.716797
	Iteration 11Q: 3 clusters Score -1529323 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1529438.625000 Penalty: 4624.716797
	Iteration 12Q: 3 clusters Score -1529439 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1529592.625000 Penalty: 4624.716797
	Iteration 13Q: 3 clusters Score -1529593 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1529745.750000 Penalty: 4624.716797
	Iteration 14Q: 3 clusters Score -1529746 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1529877.375000 Penalty: 4624.716797
	Iteration 15Q: 3 clusters Score -1529877 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1530009.125000 Penalty: 4624.716797
	Iteration 16Q: 3 clusters Score -1530009 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1530120.500000 Penalty: 4624.716797
	Iteration 17Q: 3 clusters Score -1530120 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1530220.500000 Penalty: 4624.716797
	Iteration 18Q: 3 clusters Score -1530220 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1530318.500000 Penalty: 4624.716797
	Iteration 19Q: 3 clusters Score -1530318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1530397.750000 Penalty: 4624.716797
	Iteration 20F: 3 clusters Score -1530398 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1530475.875000 Penalty: 4624.716797
	Iteration 21Q: 3 clusters Score -1530476 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1530552.625000 Penalty: 4624.716797
	Iteration 22Q: 3 clusters Score -1530553 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1530614.000000 Penalty: 4624.716797
	Iteration 23Q: 3 clusters Score -1530614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1530665.875000 Penalty: 4624.716797
	Iteration 24Q: 3 clusters Score -1530666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1530713.250000 Penalty: 4624.716797
	Iteration 25Q: 3 clusters Score -1530713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1530758.375000 Penalty: 4624.716797
	Iteration 26Q: 3 clusters Score -1530758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1530802.750000 Penalty: 4624.716797
	Iteration 27Q: 3 clusters Score -1530803 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1530835.875000 Penalty: 4624.716797
	Iteration 28Q: 3 clusters Score -1530836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1530873.625000 Penalty: 4624.716797
	Iteration 29Q: 3 clusters Score -1530874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1530895.625000 Penalty: 4624.716797
	Iteration 30Q: 3 clusters Score -1530896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1530917.625000 Penalty: 4624.716797
	Iteration 31Q: 3 clusters Score -1530918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1530936.125000 Penalty: 4624.716797
	Iteration 32Q: 3 clusters Score -1530936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1530958.625000 Penalty: 4624.716797
	Iteration 33Q: 3 clusters Score -1530959 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1530986.750000 Penalty: 4624.716797
	Iteration 34Q: 3 clusters Score -1530987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1531013.750000 Penalty: 4624.716797
	Iteration 35Q: 3 clusters Score -1531014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1531042.625000 Penalty: 4624.716797
	Iteration 36Q: 3 clusters Score -1531043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1531063.000000 Penalty: 4624.716797
	Iteration 37Q: 3 clusters Score -1531063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1531083.500000 Penalty: 4624.716797
	Iteration 38Q: 3 clusters Score -1531084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1531101.375000 Penalty: 4624.716797
	Iteration 39Q: 3 clusters Score -1531101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1531120.500000 Penalty: 4624.716797
	Iteration 40F: 3 clusters Score -1531120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1531130.875000 Penalty: 4624.716797
	Iteration 41Q: 3 clusters Score -1531131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1531146.000000 Penalty: 4624.716797
	Iteration 42Q: 3 clusters Score -1531146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1531161.625000 Penalty: 4624.716797
	Iteration 43Q: 3 clusters Score -1531162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1531173.750000 Penalty: 4624.716797
	Iteration 44Q: 3 clusters Score -1531174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1531189.625000 Penalty: 4624.716797
	Iteration 45Q: 3 clusters Score -1531190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1531205.000000 Penalty: 4624.716797
	Iteration 46Q: 3 clusters Score -1531205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1531221.000000 Penalty: 4624.716797
	Iteration 47Q: 3 clusters Score -1531221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1531237.500000 Penalty: 4624.716797
	Iteration 48Q: 3 clusters Score -1531238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1531258.125000 Penalty: 4624.716797
	Iteration 49Q: 3 clusters Score -1531258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1531275.000000 Penalty: 4624.716797
	Iteration 50Q: 3 clusters Score -1531275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1531294.750000 Penalty: 4624.716797
	Iteration 51Q: 3 clusters Score -1531295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1531302.250000 Penalty: 4624.716797
	Iteration 52Q: 3 clusters Score -1531302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1531319.875000 Penalty: 4624.716797
	Iteration 53Q: 3 clusters Score -1531320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1531331.625000 Penalty: 4624.716797
	Iteration 54Q: 3 clusters Score -1531332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1531340.000000 Penalty: 4624.716797
	Iteration 55Q: 3 clusters Score -1531340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1531356.125000 Penalty: 4624.716797
	Iteration 56Q: 3 clusters Score -1531356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1531366.250000 Penalty: 4624.716797
	Iteration 57Q: 3 clusters Score -1531366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1531386.125000 Penalty: 4624.716797
	Iteration 58Q: 3 clusters Score -1531386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1531407.875000 Penalty: 4624.716797
	Iteration 59Q: 3 clusters Score -1531408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1531426.125000 Penalty: 4624.716797
	Iteration 60F: 3 clusters Score -1531426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1531441.375000 Penalty: 4624.716797
	Iteration 61Q: 3 clusters Score -1531441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1531458.000000 Penalty: 4624.716797
	Iteration 62Q: 3 clusters Score -1531458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1531474.375000 Penalty: 4624.716797
	Iteration 63Q: 3 clusters Score -1531474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1531482.000000 Penalty: 4624.716797
	Iteration 64Q: 3 clusters Score -1531482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1531504.250000 Penalty: 4624.716797
	Iteration 65Q: 3 clusters Score -1531504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1531527.375000 Penalty: 4624.716797
	Iteration 66Q: 3 clusters Score -1531527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1531548.625000 Penalty: 4624.716797
	Iteration 67Q: 3 clusters Score -1531549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1531565.875000 Penalty: 4624.716797
	Iteration 68Q: 3 clusters Score -1531566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1531579.875000 Penalty: 4624.716797
	Iteration 69Q: 3 clusters Score -1531580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1531587.750000 Penalty: 4624.716797
	Iteration 70Q: 3 clusters Score -1531588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1531599.125000 Penalty: 4624.716797
	Iteration 71Q: 3 clusters Score -1531599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1531609.500000 Penalty: 4624.716797
	Iteration 72Q: 3 clusters Score -1531610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1531618.250000 Penalty: 4624.716797
	Iteration 73Q: 3 clusters Score -1531618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1531622.000000 Penalty: 4624.716797
	Iteration 74Q: 3 clusters Score -1531622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1531630.125000 Penalty: 4624.716797
	Iteration 75Q: 3 clusters Score -1531630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1531635.750000 Penalty: 4624.716797
	Iteration 76Q: 3 clusters Score -1531636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1531636.625000 Penalty: 4624.716797
	Iteration 77Q: 3 clusters Score -1531637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1531638.000000 Penalty: 4624.716797
	Iteration 78Q: 3 clusters Score -1531638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1531639.500000 Penalty: 4624.716797
	Iteration 79Q: 3 clusters Score -1531640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1531639.500000 Penalty: 4624.716797
	Iteration 80F: 3 clusters Score -1531640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -212838.296875 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -212838.3 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 885 members 
Entering Unmasked Estep 
Score: -210373.453125 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -210373.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -210984.890625 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -210984.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -211842.718750 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -211842.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -212362.312500 Penalty: 3721.084473
	Iteration 3F: 3 clusters Score -212362.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -212721.656250 Penalty: 3721.084473
	Iteration 4F: 3 clusters Score -212721.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -212999.437500 Penalty: 3721.084473
	Iteration 5F: 3 clusters Score -212999.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -213206.218750 Penalty: 3721.084473
	Iteration 6F: 3 clusters Score -213206.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -213341.125000 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -213341.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213429.500000 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -213429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -213473.859375 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -213473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -213500.687500 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -213500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -213510.812500 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -213510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -213516.500000 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -213516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -213517.703125 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -213517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -213517.703125 Penalty: 3721.084473
	Iteration 14F: 3 clusters Score -213517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 217674 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 112006 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131803 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85966 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21978 members 
Mstep: Class 28 contains 91341 members 
Mstep: Class 29 contains 25193 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228069 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Mstep: Class 38 contains 256 members 
Entering Unmasked Estep 
Score: -181101760.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181103552.000000 to -181101760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Entering Unmasked Estep 
Score: -2395525.500000 Penalty: 2425.192383
	Iteration 0F: 2 clusters Score -2395526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2383007.750000 Penalty: 4850.384766
	Iteration 0F: 3 clusters Score -2383008 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2386963.750000 Penalty: 4850.384766
	Iteration 1F: 3 clusters Score -2386964 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2387395.500000 Penalty: 4850.384766
	Iteration 2F: 3 clusters Score -2387396 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2387766.500000 Penalty: 4850.384766
	Iteration 3F: 3 clusters Score -2387766 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2388152.750000 Penalty: 4850.384766
	Iteration 4Q: 3 clusters Score -2388153 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2388582.000000 Penalty: 4850.384766
	Iteration 5Q: 3 clusters Score -2388582 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2389157.000000 Penalty: 4850.384766
	Iteration 6F: 3 clusters Score -2389157 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2389902.000000 Penalty: 4850.384766
	Iteration 7F: 3 clusters Score -2389902 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2390808.250000 Penalty: 4850.384766
	Iteration 8F: 3 clusters Score -2390808 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2391758.250000 Penalty: 4850.384766
	Iteration 9F: 3 clusters Score -2391758 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2392576.000000 Penalty: 4850.384766
	Iteration 10F: 3 clusters Score -2392576 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2393124.500000 Penalty: 4850.384766
	Iteration 11Q: 3 clusters Score -2393124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2393399.500000 Penalty: 4850.384766
	Iteration 12Q: 3 clusters Score -2393400 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2393525.500000 Penalty: 4850.384766
	Iteration 13Q: 3 clusters Score -2393526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2393601.000000 Penalty: 4850.384766
	Iteration 14Q: 3 clusters Score -2393601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2393642.500000 Penalty: 4850.384766
	Iteration 15Q: 3 clusters Score -2393642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2393675.750000 Penalty: 4850.384766
	Iteration 16Q: 3 clusters Score -2393676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2393705.750000 Penalty: 4850.384766
	Iteration 17Q: 3 clusters Score -2393706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2393724.250000 Penalty: 4850.384766
	Iteration 18Q: 3 clusters Score -2393724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2393729.500000 Penalty: 4850.384766
	Iteration 19Q: 3 clusters Score -2393730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2393741.750000 Penalty: 4850.384766
	Iteration 20F: 3 clusters Score -2393742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2393749.750000 Penalty: 4850.384766
	Iteration 21Q: 3 clusters Score -2393750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2393753.000000 Penalty: 4850.384766
	Iteration 22Q: 3 clusters Score -2393753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2393757.250000 Penalty: 4850.384766
	Iteration 23Q: 3 clusters Score -2393757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2393763.250000 Penalty: 4850.384766
	Iteration 24Q: 3 clusters Score -2393763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2393766.000000 Penalty: 4850.384766
	Iteration 25Q: 3 clusters Score -2393766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2393764.250000 Penalty: 4850.384766
	Iteration 26Q: 3 clusters Score -2393764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2393770.000000 Penalty: 4850.384766
	Iteration 27Q: 3 clusters Score -2393770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2393770.250000 Penalty: 4850.384766
	Iteration 28Q: 3 clusters Score -2393770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2393772.750000 Penalty: 4850.384766
	Iteration 29Q: 3 clusters Score -2393773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2393776.750000 Penalty: 4850.384766
	Iteration 30Q: 3 clusters Score -2393777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2393773.500000 Penalty: 4850.384766
	Iteration 31Q: 3 clusters Score -2393774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2393781.250000 Penalty: 4850.384766
	Iteration 32Q: 3 clusters Score -2393781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2393777.250000 Penalty: 4850.384766
	Iteration 33Q: 3 clusters Score -2393777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2393781.750000 Penalty: 4850.384766
	Iteration 34Q: 3 clusters Score -2393782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2393781.750000 Penalty: 4850.384766
	Iteration 35F: 3 clusters Score -2393782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Entering Unmasked Estep 
Score: -14946922.000000 Penalty: 2883.324219
	Iteration 0F: 2 clusters Score -1.494692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -14872379.000000 Penalty: 5766.648438
	Iteration 0F: 3 clusters Score -1.487238e+07 nChanged 53018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -14903224.000000 Penalty: 5766.648438
	Iteration 1F: 3 clusters Score -1.490322e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -14903988.000000 Penalty: 5766.648438
	Iteration 2Q: 3 clusters Score -1.490399e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -14904762.000000 Penalty: 5766.648438
	Iteration 3Q: 3 clusters Score -1.490476e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -14905704.000000 Penalty: 5766.648438
	Iteration 4Q: 3 clusters Score -1.49057e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -14906898.000000 Penalty: 5766.648438
	Iteration 5Q: 3 clusters Score -1.49069e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -14908530.000000 Penalty: 5766.648438
	Iteration 6Q: 3 clusters Score -1.490853e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -14911030.000000 Penalty: 5766.648438
	Iteration 7Q: 3 clusters Score -1.491103e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -14914830.000000 Penalty: 5766.648438
	Iteration 8F: 3 clusters Score -1.491483e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -14920429.000000 Penalty: 5766.648438
	Iteration 9F: 3 clusters Score -1.492043e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -14927046.000000 Penalty: 5766.648438
	Iteration 10F: 3 clusters Score -1.492705e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -14933409.000000 Penalty: 5766.648438
	Iteration 11F: 3 clusters Score -1.493341e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -14938359.000000 Penalty: 5766.648438
	Iteration 12F: 3 clusters Score -1.493836e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -14941591.000000 Penalty: 5766.648438
	Iteration 13Q: 3 clusters Score -1.494159e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -14943183.000000 Penalty: 5766.648438
	Iteration 14Q: 3 clusters Score -1.494318e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14943825.000000 Penalty: 5766.648438
	Iteration 15Q: 3 clusters Score -1.494382e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14944103.000000 Penalty: 5766.648438
	Iteration 16Q: 3 clusters Score -1.49441e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14944256.000000 Penalty: 5766.648438
	Iteration 17Q: 3 clusters Score -1.494426e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14944329.000000 Penalty: 5766.648438
	Iteration 18Q: 3 clusters Score -1.494433e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14944360.000000 Penalty: 5766.648438
	Iteration 19Q: 3 clusters Score -1.494436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111589 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14944396.000000 Penalty: 5766.648438
	Iteration 20F: 3 clusters Score -1.49444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -14944411.000000 Penalty: 5766.648438
	Iteration 21Q: 3 clusters Score -1.494441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -14944432.000000 Penalty: 5766.648438
	Iteration 22Q: 3 clusters Score -1.494443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14944441.000000 Penalty: 5766.648438
	Iteration 23Q: 3 clusters Score -1.494444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14944455.000000 Penalty: 5766.648438
	Iteration 24Q: 3 clusters Score -1.494446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111628 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14944460.000000 Penalty: 5766.648438
	Iteration 25Q: 3 clusters Score -1.494446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14944469.000000 Penalty: 5766.648438
	Iteration 26Q: 3 clusters Score -1.494447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14944471.000000 Penalty: 5766.648438
	Iteration 27Q: 3 clusters Score -1.494447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14944474.000000 Penalty: 5766.648438
	Iteration 28Q: 3 clusters Score -1.494447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14944468.000000 Penalty: 5766.648438
	Iteration 29Q: 3 clusters Score -1.494447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14944481.000000 Penalty: 5766.648438
	Iteration 30Q: 3 clusters Score -1.494448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14944479.000000 Penalty: 5766.648438
	Iteration 31Q: 3 clusters Score -1.494448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14944474.000000 Penalty: 5766.648438
	Iteration 32Q: 3 clusters Score -1.494447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14944474.000000 Penalty: 5766.648438
	Iteration 33F: 3 clusters Score -1.494447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Entering Unmasked Estep 
Score: -16706005.000000 Penalty: 2914.391846
	Iteration 0F: 2 clusters Score -1.6706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -16621415.000000 Penalty: 5828.783691
	Iteration 0F: 3 clusters Score -1.662142e+07 nChanged 60549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -16656424.000000 Penalty: 5828.783691
	Iteration 1F: 3 clusters Score -1.665642e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -16657516.000000 Penalty: 5828.783691
	Iteration 2Q: 3 clusters Score -1.665752e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -16659263.000000 Penalty: 5828.783691
	Iteration 3Q: 3 clusters Score -1.665926e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -16662213.000000 Penalty: 5828.783691
	Iteration 4F: 3 clusters Score -1.666221e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -16666225.000000 Penalty: 5828.783691
	Iteration 5F: 3 clusters Score -1.666622e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -16671713.000000 Penalty: 5828.783691
	Iteration 6F: 3 clusters Score -1.667171e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -16677435.000000 Penalty: 5828.783691
	Iteration 7F: 3 clusters Score -1.667744e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -16683368.000000 Penalty: 5828.783691
	Iteration 8F: 3 clusters Score -1.668337e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -16689432.000000 Penalty: 5828.783691
	Iteration 9F: 3 clusters Score -1.668943e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 117022 members 
Entering Unmasked Estep 
Score: -16695216.000000 Penalty: 5828.783691
	Iteration 10F: 3 clusters Score -1.669522e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -16699204.000000 Penalty: 5828.783691
	Iteration 11Q: 3 clusters Score -1.66992e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -16701454.000000 Penalty: 5828.783691
	Iteration 12Q: 3 clusters Score -1.670145e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -16702493.000000 Penalty: 5828.783691
	Iteration 13Q: 3 clusters Score -1.670249e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16702976.000000 Penalty: 5828.783691
	Iteration 14Q: 3 clusters Score -1.670298e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 126232 members 
Entering Unmasked Estep 
Score: -16703204.000000 Penalty: 5828.783691
	Iteration 15Q: 3 clusters Score -1.67032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -16703351.000000 Penalty: 5828.783691
	Iteration 16Q: 3 clusters Score -1.670335e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -16703410.000000 Penalty: 5828.783691
	Iteration 17Q: 3 clusters Score -1.670341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -16703435.000000 Penalty: 5828.783691
	Iteration 18Q: 3 clusters Score -1.670344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -16703457.000000 Penalty: 5828.783691
	Iteration 19Q: 3 clusters Score -1.670346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 126430 members 
Entering Unmasked Estep 
Score: -16703468.000000 Penalty: 5828.783691
	Iteration 20F: 3 clusters Score -1.670347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 126437 members 
Entering Unmasked Estep 
Score: -16703477.000000 Penalty: 5828.783691
	Iteration 21Q: 3 clusters Score -1.670348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -16703492.000000 Penalty: 5828.783691
	Iteration 22Q: 3 clusters Score -1.670349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -16703485.000000 Penalty: 5828.783691
	Iteration 23Q: 3 clusters Score -1.670348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 126450 members 
Entering Unmasked Estep 
Score: -16703501.000000 Penalty: 5828.783691
	Iteration 24Q: 3 clusters Score -1.67035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16703507.000000 Penalty: 5828.783691
	Iteration 25Q: 3 clusters Score -1.670351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -16703510.000000 Penalty: 5828.783691
	Iteration 26Q: 3 clusters Score -1.670351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16703507.000000 Penalty: 5828.783691
	Iteration 27Q: 3 clusters Score -1.670351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16703515.000000 Penalty: 5828.783691
	Iteration 28Q: 3 clusters Score -1.670352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -16703519.000000 Penalty: 5828.783691
	Iteration 29Q: 3 clusters Score -1.670352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -16703524.000000 Penalty: 5828.783691
	Iteration 30Q: 3 clusters Score -1.670352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 126469 members 
Entering Unmasked Estep 
Score: -16703535.000000 Penalty: 5828.783691
	Iteration 31Q: 3 clusters Score -1.670354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -16703548.000000 Penalty: 5828.783691
	Iteration 32Q: 3 clusters Score -1.670355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -16703554.000000 Penalty: 5828.783691
	Iteration 33Q: 3 clusters Score -1.670355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -16703563.000000 Penalty: 5828.783691
	Iteration 34Q: 3 clusters Score -1.670356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 126492 members 
Entering Unmasked Estep 
Score: -16703584.000000 Penalty: 5828.783691
	Iteration 35Q: 3 clusters Score -1.670358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -16703574.000000 Penalty: 5828.783691
	Iteration 36Q: 3 clusters Score -1.670357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -16703595.000000 Penalty: 5828.783691
	Iteration 37Q: 3 clusters Score -1.67036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -16703591.000000 Penalty: 5828.783691
	Iteration 38Q: 3 clusters Score -1.670359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -16703602.000000 Penalty: 5828.783691
	Iteration 39Q: 3 clusters Score -1.67036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
Score: -16703593.000000 Penalty: 5828.783691
	Iteration 40F: 3 clusters Score -1.670359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -16703590.000000 Penalty: 5828.783691
	Iteration 41Q: 3 clusters Score -1.670359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -16703595.000000 Penalty: 5828.783691
	Iteration 42Q: 3 clusters Score -1.67036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -16703595.000000 Penalty: 5828.783691
	Iteration 43Q: 3 clusters Score -1.67036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -16703592.000000 Penalty: 5828.783691
	Iteration 44Q: 3 clusters Score -1.670359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -16703595.000000 Penalty: 5828.783691
	Iteration 45Q: 3 clusters Score -1.67036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -16703589.000000 Penalty: 5828.783691
	Iteration 46Q: 3 clusters Score -1.670359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -16703597.000000 Penalty: 5828.783691
	Iteration 47Q: 3 clusters Score -1.67036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -16703596.000000 Penalty: 5828.783691
	Iteration 48Q: 3 clusters Score -1.67036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -16703596.000000 Penalty: 5828.783691
	Iteration 49F: 3 clusters Score -1.67036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (131803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Entering Unmasked Estep 
Score: -16415348.000000 Penalty: 2923.687744
	Iteration 0F: 2 clusters Score -1.641535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -16327048.000000 Penalty: 5847.375488
	Iteration 0F: 3 clusters Score -1.632705e+07 nChanged 62835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -16365287.000000 Penalty: 5847.375488
	Iteration 1F: 3 clusters Score -1.636529e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -16367582.000000 Penalty: 5847.375488
	Iteration 2Q: 3 clusters Score -1.636758e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -16370337.000000 Penalty: 5847.375488
	Iteration 3Q: 3 clusters Score -1.637034e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -16373174.000000 Penalty: 5847.375488
	Iteration 4Q: 3 clusters Score -1.637317e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -16376239.000000 Penalty: 5847.375488
	Iteration 5F: 3 clusters Score -1.637624e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -16379704.000000 Penalty: 5847.375488
	Iteration 6F: 3 clusters Score -1.63797e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -16383594.000000 Penalty: 5847.375488
	Iteration 7F: 3 clusters Score -1.638359e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -16387471.000000 Penalty: 5847.375488
	Iteration 8F: 3 clusters Score -1.638747e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -16391510.000000 Penalty: 5847.375488
	Iteration 9Q: 3 clusters Score -1.639151e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -16395184.000000 Penalty: 5847.375488
	Iteration 10Q: 3 clusters Score -1.639518e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -16398102.000000 Penalty: 5847.375488
	Iteration 11Q: 3 clusters Score -1.63981e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -16400475.000000 Penalty: 5847.375488
	Iteration 12Q: 3 clusters Score -1.640048e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -16402222.000000 Penalty: 5847.375488
	Iteration 13Q: 3 clusters Score -1.640222e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -16403549.000000 Penalty: 5847.375488
	Iteration 14Q: 3 clusters Score -1.640355e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -16404878.000000 Penalty: 5847.375488
	Iteration 15Q: 3 clusters Score -1.640488e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -16406230.000000 Penalty: 5847.375488
	Iteration 16Q: 3 clusters Score -1.640623e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -16407422.000000 Penalty: 5847.375488
	Iteration 17Q: 3 clusters Score -1.640742e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -16408539.000000 Penalty: 5847.375488
	Iteration 18Q: 3 clusters Score -1.640854e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -16409328.000000 Penalty: 5847.375488
	Iteration 19Q: 3 clusters Score -1.640933e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -16410128.000000 Penalty: 5847.375488
	Iteration 20F: 3 clusters Score -1.641013e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -16410750.000000 Penalty: 5847.375488
	Iteration 21Q: 3 clusters Score -1.641075e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 126123 members 
Entering Unmasked Estep 
Score: -16411225.000000 Penalty: 5847.375488
	Iteration 22Q: 3 clusters Score -1.641122e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -16411649.000000 Penalty: 5847.375488
	Iteration 23Q: 3 clusters Score -1.641165e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -16411926.000000 Penalty: 5847.375488
	Iteration 24Q: 3 clusters Score -1.641193e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -16412048.000000 Penalty: 5847.375488
	Iteration 25Q: 3 clusters Score -1.641205e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -16412163.000000 Penalty: 5847.375488
	Iteration 26Q: 3 clusters Score -1.641216e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 128861 members 
Entering Unmasked Estep 
Score: -16412320.000000 Penalty: 5847.375488
	Iteration 27Q: 3 clusters Score -1.641232e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -16412409.000000 Penalty: 5847.375488
	Iteration 28Q: 3 clusters Score -1.641241e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 129360 members 
Entering Unmasked Estep 
Score: -16412529.000000 Penalty: 5847.375488
	Iteration 29Q: 3 clusters Score -1.641253e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -16412659.000000 Penalty: 5847.375488
	Iteration 30Q: 3 clusters Score -1.641266e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 129758 members 
Entering Unmasked Estep 
Score: -16412751.000000 Penalty: 5847.375488
	Iteration 31Q: 3 clusters Score -1.641275e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -16412794.000000 Penalty: 5847.375488
	Iteration 32Q: 3 clusters Score -1.641279e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -16412805.000000 Penalty: 5847.375488
	Iteration 33Q: 3 clusters Score -1.64128e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 130085 members 
Entering Unmasked Estep 
Score: -16412842.000000 Penalty: 5847.375488
	Iteration 34Q: 3 clusters Score -1.641284e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -16412877.000000 Penalty: 5847.375488
	Iteration 35Q: 3 clusters Score -1.641288e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 130211 members 
Entering Unmasked Estep 
Score: -16412912.000000 Penalty: 5847.375488
	Iteration 36Q: 3 clusters Score -1.641291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 130264 members 
Entering Unmasked Estep 
Score: -16412949.000000 Penalty: 5847.375488
	Iteration 37Q: 3 clusters Score -1.641295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -16412962.000000 Penalty: 5847.375488
	Iteration 38Q: 3 clusters Score -1.641296e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 130337 members 
Entering Unmasked Estep 
Score: -16412979.000000 Penalty: 5847.375488
	Iteration 39Q: 3 clusters Score -1.641298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 130367 members 
Entering Unmasked Estep 
Score: -16413005.000000 Penalty: 5847.375488
	Iteration 40F: 3 clusters Score -1.6413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -16413009.000000 Penalty: 5847.375488
	Iteration 41Q: 3 clusters Score -1.641301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 130417 members 
Entering Unmasked Estep 
Score: -16413026.000000 Penalty: 5847.375488
	Iteration 42Q: 3 clusters Score -1.641303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 130441 members 
Entering Unmasked Estep 
Score: -16413012.000000 Penalty: 5847.375488
	Iteration 43Q: 3 clusters Score -1.641301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -16413027.000000 Penalty: 5847.375488
	Iteration 44Q: 3 clusters Score -1.641303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 130482 members 
Entering Unmasked Estep 
Score: -16413050.000000 Penalty: 5847.375488
	Iteration 45Q: 3 clusters Score -1.641305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -16413053.000000 Penalty: 5847.375488
	Iteration 46Q: 3 clusters Score -1.641305e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -16413063.000000 Penalty: 5847.375488
	Iteration 47Q: 3 clusters Score -1.641306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -16413075.000000 Penalty: 5847.375488
	Iteration 48Q: 3 clusters Score -1.641308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -16413063.000000 Penalty: 5847.375488
	Iteration 49Q: 3 clusters Score -1.641306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 130563 members 
Entering Unmasked Estep 
Score: -16413068.000000 Penalty: 5847.375488
	Iteration 50Q: 3 clusters Score -1.641307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -16413078.000000 Penalty: 5847.375488
	Iteration 51Q: 3 clusters Score -1.641308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -16413089.000000 Penalty: 5847.375488
	Iteration 52Q: 3 clusters Score -1.641309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -16413090.000000 Penalty: 5847.375488
	Iteration 53Q: 3 clusters Score -1.641309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 130582 members 
Entering Unmasked Estep 
Score: -16413100.000000 Penalty: 5847.375488
	Iteration 54Q: 3 clusters Score -1.64131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 130584 members 
Entering Unmasked Estep 
Score: -16413094.000000 Penalty: 5847.375488
	Iteration 55Q: 3 clusters Score -1.641309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -16413085.000000 Penalty: 5847.375488
	Iteration 56Q: 3 clusters Score -1.641308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 130590 members 
Entering Unmasked Estep 
Score: -16413088.000000 Penalty: 5847.375488
	Iteration 57Q: 3 clusters Score -1.641309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -16413093.000000 Penalty: 5847.375488
	Iteration 58Q: 3 clusters Score -1.641309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -16413093.000000 Penalty: 5847.375488
	Iteration 59F: 3 clusters Score -1.641309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66859.343750 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66859.34 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67068.796875 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67068.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67138.304688 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -67138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67169.851562 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67169.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67184.546875 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67184.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67189.140625 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67189.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67190.859375 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67190.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67192.890625 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67192.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67195.851562 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67195.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67195.851562 Penalty: 3132.417725
	Iteration 9F: 3 clusters Score -67195.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -545524.000000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -545524 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 2234 members 
Entering Unmasked Estep 
Score: -541367.937500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -541367.9 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -542422.812500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -542422.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -542716.875000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -542716.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -542969.000000 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -542969 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -543222.250000 Penalty: 4165.834473
	Iteration 4F: 3 clusters Score -543222.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -543450.812500 Penalty: 4165.834473
	Iteration 5F: 3 clusters Score -543450.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -543678.687500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -543678.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -543861.062500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -543861.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -544008.375000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -544008.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -544148.187500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -544148.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -544293.125000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -544293.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -544379.687500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -544379.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -544439.687500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -544439.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -544482.375000 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -544482.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -544508.000000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -544508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -544523.500000 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -544523.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -544532.500000 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -544532.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544537.937500 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -544537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -544543.437500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -544543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -544548.125000 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -544548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -544552.625000 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -544552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -544555.250000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -544555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -544557.687500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -544557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -544559.750000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -544559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -544562.062500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -544562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -544563.437500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -544563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -544567.437500 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -544567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -544570.062500 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -544570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -544571.750000 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -544571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -544571.187500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -544571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -544572.812500 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -544572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -544572.250000 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -544572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -544572.250000 Penalty: 4165.834473
	Iteration 32F: 3 clusters Score -544572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Entering Unmasked Estep 
Score: -2567664.750000 Penalty: 2443.631104
	Iteration 0F: 2 clusters Score -2567665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2554200.000000 Penalty: 4887.262207
	Iteration 0F: 3 clusters Score -2554200 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2558712.500000 Penalty: 4887.262207
	Iteration 1F: 3 clusters Score -2558712 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2559162.500000 Penalty: 4887.262207
	Iteration 2F: 3 clusters Score -2559162 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2559583.000000 Penalty: 4887.262207
	Iteration 3Q: 3 clusters Score -2559583 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2560005.750000 Penalty: 4887.262207
	Iteration 4Q: 3 clusters Score -2560006 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2560496.000000 Penalty: 4887.262207
	Iteration 5Q: 3 clusters Score -2560496 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2561036.250000 Penalty: 4887.262207
	Iteration 6Q: 3 clusters Score -2561036 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2561695.500000 Penalty: 4887.262207
	Iteration 7F: 3 clusters Score -2561696 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2562405.250000 Penalty: 4887.262207
	Iteration 8F: 3 clusters Score -2562405 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2563153.500000 Penalty: 4887.262207
	Iteration 9F: 3 clusters Score -2563154 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2563975.500000 Penalty: 4887.262207
	Iteration 10Q: 3 clusters Score -2563976 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2564779.750000 Penalty: 4887.262207
	Iteration 11Q: 3 clusters Score -2564780 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2565370.750000 Penalty: 4887.262207
	Iteration 12Q: 3 clusters Score -2565371 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2565761.250000 Penalty: 4887.262207
	Iteration 13Q: 3 clusters Score -2565761 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2565958.750000 Penalty: 4887.262207
	Iteration 14Q: 3 clusters Score -2565959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2566062.000000 Penalty: 4887.262207
	Iteration 15Q: 3 clusters Score -2566062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2566124.500000 Penalty: 4887.262207
	Iteration 16Q: 3 clusters Score -2566124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2566155.000000 Penalty: 4887.262207
	Iteration 17Q: 3 clusters Score -2566155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2566176.000000 Penalty: 4887.262207
	Iteration 18Q: 3 clusters Score -2566176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2566184.500000 Penalty: 4887.262207
	Iteration 19Q: 3 clusters Score -2566184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2566193.000000 Penalty: 4887.262207
	Iteration 20F: 3 clusters Score -2566193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2566192.750000 Penalty: 4887.262207
	Iteration 21Q: 3 clusters Score -2566193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2566196.250000 Penalty: 4887.262207
	Iteration 22Q: 3 clusters Score -2566196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2566206.250000 Penalty: 4887.262207
	Iteration 23Q: 3 clusters Score -2566206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2566209.000000 Penalty: 4887.262207
	Iteration 24Q: 3 clusters Score -2566209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2566217.250000 Penalty: 4887.262207
	Iteration 25Q: 3 clusters Score -2566217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2566216.250000 Penalty: 4887.262207
	Iteration 26Q: 3 clusters Score -2566216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2566225.750000 Penalty: 4887.262207
	Iteration 27Q: 3 clusters Score -2566226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2566226.000000 Penalty: 4887.262207
	Iteration 28Q: 3 clusters Score -2566226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2566229.750000 Penalty: 4887.262207
	Iteration 29Q: 3 clusters Score -2566230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2566227.500000 Penalty: 4887.262207
	Iteration 30Q: 3 clusters Score -2566228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2566230.500000 Penalty: 4887.262207
	Iteration 31Q: 3 clusters Score -2566230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2566231.250000 Penalty: 4887.262207
	Iteration 32Q: 3 clusters Score -2566231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2566233.750000 Penalty: 4887.262207
	Iteration 33Q: 3 clusters Score -2566234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2566236.750000 Penalty: 4887.262207
	Iteration 34Q: 3 clusters Score -2566237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2566236.250000 Penalty: 4887.262207
	Iteration 35Q: 3 clusters Score -2566236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2566236.250000 Penalty: 4887.262207
	Iteration 36F: 3 clusters Score -2566236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Entering Unmasked Estep 
Score: -11514854.000000 Penalty: 2817.703369
	Iteration 0F: 2 clusters Score -1.151485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -11457337.000000 Penalty: 5635.406738
	Iteration 0F: 3 clusters Score -1.145734e+07 nChanged 40483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -11480479.000000 Penalty: 5635.406738
	Iteration 1F: 3 clusters Score -1.148048e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -11481592.000000 Penalty: 5635.406738
	Iteration 2Q: 3 clusters Score -1.148159e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -11483155.000000 Penalty: 5635.406738
	Iteration 3Q: 3 clusters Score -1.148316e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -11485868.000000 Penalty: 5635.406738
	Iteration 4F: 3 clusters Score -1.148587e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -11490263.000000 Penalty: 5635.406738
	Iteration 5F: 3 clusters Score -1.149026e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -11496390.000000 Penalty: 5635.406738
	Iteration 6F: 3 clusters Score -1.149639e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -11503200.000000 Penalty: 5635.406738
	Iteration 7F: 3 clusters Score -1.15032e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -11508251.000000 Penalty: 5635.406738
	Iteration 8F: 3 clusters Score -1.150825e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -11510820.000000 Penalty: 5635.406738
	Iteration 9Q: 3 clusters Score -1.151082e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -11511710.000000 Penalty: 5635.406738
	Iteration 10Q: 3 clusters Score -1.151171e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -11512042.000000 Penalty: 5635.406738
	Iteration 11Q: 3 clusters Score -1.151204e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -11512104.000000 Penalty: 5635.406738
	Iteration 12Q: 3 clusters Score -1.15121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -11512173.000000 Penalty: 5635.406738
	Iteration 13Q: 3 clusters Score -1.151217e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -11512226.000000 Penalty: 5635.406738
	Iteration 14Q: 3 clusters Score -1.151223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -11512271.000000 Penalty: 5635.406738
	Iteration 15Q: 3 clusters Score -1.151227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -11512299.000000 Penalty: 5635.406738
	Iteration 16Q: 3 clusters Score -1.15123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -11512316.000000 Penalty: 5635.406738
	Iteration 17Q: 3 clusters Score -1.151232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11512325.000000 Penalty: 5635.406738
	Iteration 18Q: 3 clusters Score -1.151232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11512346.000000 Penalty: 5635.406738
	Iteration 19Q: 3 clusters Score -1.151235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -11512370.000000 Penalty: 5635.406738
	Iteration 20F: 3 clusters Score -1.151237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -11512368.000000 Penalty: 5635.406738
	Iteration 21Q: 3 clusters Score -1.151237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -11512382.000000 Penalty: 5635.406738
	Iteration 22Q: 3 clusters Score -1.151238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -11512380.000000 Penalty: 5635.406738
	Iteration 23Q: 3 clusters Score -1.151238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -11512387.000000 Penalty: 5635.406738
	Iteration 24Q: 3 clusters Score -1.151239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -11512385.000000 Penalty: 5635.406738
	Iteration 25Q: 3 clusters Score -1.151238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -11512392.000000 Penalty: 5635.406738
	Iteration 26Q: 3 clusters Score -1.151239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -11512396.000000 Penalty: 5635.406738
	Iteration 27Q: 3 clusters Score -1.15124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -11512397.000000 Penalty: 5635.406738
	Iteration 28Q: 3 clusters Score -1.15124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -11512396.000000 Penalty: 5635.406738
	Iteration 29Q: 3 clusters Score -1.15124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -11512398.000000 Penalty: 5635.406738
	Iteration 30Q: 3 clusters Score -1.15124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -11512398.000000 Penalty: 5635.406738
	Iteration 31F: 3 clusters Score -1.15124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -691755.375000 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -691755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -686882.375000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -686882.4 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -688202.187500 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -688202.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -688639.875000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -688639.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -689099.000000 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -689099 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -689597.875000 Penalty: 4278.608887
	Iteration 4F: 3 clusters Score -689597.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -690062.500000 Penalty: 4278.608887
	Iteration 5F: 3 clusters Score -690062.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -690381.875000 Penalty: 4278.608887
	Iteration 6F: 3 clusters Score -690381.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -690599.125000 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -690599.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -690764.312500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -690764.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -690891.187500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -690891.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -690990.187500 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -690990.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -691050.687500 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -691050.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -691093.250000 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -691093.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -691121.375000 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -691121.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -691135.250000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -691135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -691144.062500 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -691144.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -691148.750000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -691148.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -691153.125000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -691153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -691158.000000 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -691158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -691162.625000 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -691162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -691165.062500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -691165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -691167.187500 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -691167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -691168.625000 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -691168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -691168.562500 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -691168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -691170.187500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -691170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -691169.375000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -691169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -691171.000000 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -691171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -691171.812500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -691171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -691172.500000 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -691172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -691172.312500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -691172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -691173.375000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -691173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -691173.000000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -691173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -691174.000000 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -691174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -691174.000000 Penalty: 4278.608887
	Iteration 33F: 3 clusters Score -691174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -55376.152344 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55376.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53975.617188 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -53975.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54143.257812 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54143.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54179.167969 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -54179.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54189.429688 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54189.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54191.785156 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54191.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54196.496094 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54198.363281 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54198.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54198.363281 Penalty: 3031.287842
	Iteration 7F: 3 clusters Score -54198.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1801900.875000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1801901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1791781.875000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1791782 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1795140.375000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1795140 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1795742.750000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1795743 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1796405.375000 Penalty: 4731.092285
	Iteration 3F: 3 clusters Score -1796405 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1797152.000000 Penalty: 4731.092285
	Iteration 4F: 3 clusters Score -1797152 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1797986.625000 Penalty: 4731.092285
	Iteration 5F: 3 clusters Score -1797987 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1798923.875000 Penalty: 4731.092285
	Iteration 6F: 3 clusters Score -1798924 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1799826.875000 Penalty: 4731.092285
	Iteration 7F: 3 clusters Score -1799827 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1800500.750000 Penalty: 4731.092285
	Iteration 8F: 3 clusters Score -1800501 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1800873.625000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1800874 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1801061.125000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1801061 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1801161.375000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1801161 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1801214.000000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1801214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1801256.125000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1801256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1801308.500000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1801308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1801376.375000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1801376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1801486.500000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1801486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1801606.500000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1801606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1801701.875000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1801702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1801767.500000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1801768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1801799.500000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1801800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1801823.000000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1801823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1801835.125000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1801835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1801841.125000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1801841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1801842.625000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1801843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1801845.125000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1801845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1801843.375000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1801843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1801843.750000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1801844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1801844.125000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1801844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1801845.000000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1801845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1801845.000000 Penalty: 4731.092285
	Iteration 30F: 3 clusters Score -1801845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Entering Unmasked Estep 
Score: -2966344.750000 Penalty: 2479.453613
	Iteration 0F: 2 clusters Score -2966345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2950883.000000 Penalty: 4958.907227
	Iteration 0F: 3 clusters Score -2950883 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2956091.750000 Penalty: 4958.907227
	Iteration 1F: 3 clusters Score -2956092 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2956414.250000 Penalty: 4958.907227
	Iteration 2Q: 3 clusters Score -2956414 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2956611.000000 Penalty: 4958.907227
	Iteration 3Q: 3 clusters Score -2956611 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2956822.500000 Penalty: 4958.907227
	Iteration 4Q: 3 clusters Score -2956822 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2957014.250000 Penalty: 4958.907227
	Iteration 5Q: 3 clusters Score -2957014 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2957167.750000 Penalty: 4958.907227
	Iteration 6Q: 3 clusters Score -2957168 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2957315.000000 Penalty: 4958.907227
	Iteration 7Q: 3 clusters Score -2957315 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2957441.250000 Penalty: 4958.907227
	Iteration 8Q: 3 clusters Score -2957441 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2957541.000000 Penalty: 4958.907227
	Iteration 9Q: 3 clusters Score -2957541 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2957627.000000 Penalty: 4958.907227
	Iteration 10Q: 3 clusters Score -2957627 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2957730.500000 Penalty: 4958.907227
	Iteration 11Q: 3 clusters Score -2957730 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2957830.500000 Penalty: 4958.907227
	Iteration 12Q: 3 clusters Score -2957830 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2957964.750000 Penalty: 4958.907227
	Iteration 13Q: 3 clusters Score -2957965 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2958101.250000 Penalty: 4958.907227
	Iteration 14Q: 3 clusters Score -2958101 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2958300.750000 Penalty: 4958.907227
	Iteration 15Q: 3 clusters Score -2958301 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2958633.750000 Penalty: 4958.907227
	Iteration 16Q: 3 clusters Score -2958634 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2959101.750000 Penalty: 4958.907227
	Iteration 17Q: 3 clusters Score -2959102 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2959736.250000 Penalty: 4958.907227
	Iteration 18Q: 3 clusters Score -2959736 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2960505.250000 Penalty: 4958.907227
	Iteration 19F: 3 clusters Score -2960505 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2961371 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2962105.750000 Penalty: 4958.907227
	Iteration 21Q: 3 clusters Score -2962106 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2962565.750000 Penalty: 4958.907227
	Iteration 22Q: 3 clusters Score -2962566 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2962809.750000 Penalty: 4958.907227
	Iteration 23Q: 3 clusters Score -2962810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2962939.250000 Penalty: 4958.907227
	Iteration 24Q: 3 clusters Score -2962939 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2963041 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2963116.000000 Penalty: 4958.907227
	Iteration 26Q: 3 clusters Score -2963116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2963182.000000 Penalty: 4958.907227
	Iteration 27Q: 3 clusters Score -2963182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2963247.750000 Penalty: 4958.907227
	Iteration 28Q: 3 clusters Score -2963248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2963294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2963347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2963392.750000 Penalty: 4958.907227
	Iteration 31Q: 3 clusters Score -2963393 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2963421.500000 Penalty: 4958.907227
	Iteration 32Q: 3 clusters Score -2963422 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2963462.000000 Penalty: 4958.907227
	Iteration 33Q: 3 clusters Score -2963462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2963490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2963528.500000 Penalty: 4958.907227
	Iteration 35Q: 3 clusters Score -2963528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2963553.250000 Penalty: 4958.907227
	Iteration 36Q: 3 clusters Score -2963553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2963584.000000 Penalty: 4958.907227
	Iteration 37Q: 3 clusters Score -2963584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2963604.250000 Penalty: 4958.907227
	Iteration 38Q: 3 clusters Score -2963604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2963623.500000 Penalty: 4958.907227
	Iteration 39Q: 3 clusters Score -2963624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2963640.250000 Penalty: 4958.907227
	Iteration 40F: 3 clusters Score -2963640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2963667.250000 Penalty: 4958.907227
	Iteration 41Q: 3 clusters Score -2963667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2963687.750000 Penalty: 4958.907227
	Iteration 42Q: 3 clusters Score -2963688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2963688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2963695.000000 Penalty: 4958.907227
	Iteration 44Q: 3 clusters Score -2963695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2963716.750000 Penalty: 4958.907227
	Iteration 45Q: 3 clusters Score -2963717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2963724.500000 Penalty: 4958.907227
	Iteration 46Q: 3 clusters Score -2963724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2963741.500000 Penalty: 4958.907227
	Iteration 47Q: 3 clusters Score -2963742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2963743.750000 Penalty: 4958.907227
	Iteration 48Q: 3 clusters Score -2963744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2963754.750000 Penalty: 4958.907227
	Iteration 49Q: 3 clusters Score -2963755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2963766.000000 Penalty: 4958.907227
	Iteration 50Q: 3 clusters Score -2963766 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2963766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2963774.250000 Penalty: 4958.907227
	Iteration 52Q: 3 clusters Score -2963774 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2963782.750000 Penalty: 4958.907227
	Iteration 53Q: 3 clusters Score -2963783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2963784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2963791.250000 Penalty: 4958.907227
	Iteration 55Q: 3 clusters Score -2963791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2963785.250000 Penalty: 4958.907227
	Iteration 56Q: 3 clusters Score -2963785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2963785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2963789.750000 Penalty: 4958.907227
	Iteration 58Q: 3 clusters Score -2963790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2963790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2963798.750000 Penalty: 4958.907227
	Iteration 60F: 3 clusters Score -2963799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2963796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2963800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2963803.250000 Penalty: 4958.907227
	Iteration 63Q: 3 clusters Score -2963803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2963806.750000 Penalty: 4958.907227
	Iteration 64Q: 3 clusters Score -2963807 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2963801.750000 Penalty: 4958.907227
	Iteration 65Q: 3 clusters Score -2963802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2963810.500000 Penalty: 4958.907227
	Iteration 66Q: 3 clusters Score -2963810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2963818.000000 Penalty: 4958.907227
	Iteration 67Q: 3 clusters Score -2963818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2963821.250000 Penalty: 4958.907227
	Iteration 68Q: 3 clusters Score -2963821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2963822.750000 Penalty: 4958.907227
	Iteration 69Q: 3 clusters Score -2963823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2963830.750000 Penalty: 4958.907227
	Iteration 70Q: 3 clusters Score -2963831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2963831 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2963840.000000 Penalty: 4958.907227
	Iteration 72Q: 3 clusters Score -2963840 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2963838.750000 Penalty: 4958.907227
	Iteration 73Q: 3 clusters Score -2963839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2963841.250000 Penalty: 4958.907227
	Iteration 74Q: 3 clusters Score -2963841 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2963849.000000 Penalty: 4958.907227
	Iteration 75Q: 3 clusters Score -2963849 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2963850 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2963851 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2963860.500000 Penalty: 4958.907227
	Iteration 78Q: 3 clusters Score -2963860 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2963875.250000 Penalty: 4958.907227
	Iteration 79Q: 3 clusters Score -2963875 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2963880.250000 Penalty: 4958.907227
	Iteration 80F: 3 clusters Score -2963880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2963892.500000 Penalty: 4958.907227
	Iteration 81Q: 3 clusters Score -2963892 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2963906.500000 Penalty: 4958.907227
	Iteration 82Q: 3 clusters Score -2963906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2963914.250000 Penalty: 4958.907227
	Iteration 83Q: 3 clusters Score -2963914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2963920.250000 Penalty: 4958.907227
	Iteration 84Q: 3 clusters Score -2963920 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2963926.750000 Penalty: 4958.907227
	Iteration 85Q: 3 clusters Score -2963927 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2963938.250000 Penalty: 4958.907227
	Iteration 86Q: 3 clusters Score -2963938 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2963945.750000 Penalty: 4958.907227
	Iteration 87Q: 3 clusters Score -2963946 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2963957.000000 Penalty: 4958.907227
	Iteration 88Q: 3 clusters Score -2963957 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2963966 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2963971.500000 Penalty: 4958.907227
	Iteration 90Q: 3 clusters Score -2963972 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2963976.750000 Penalty: 4958.907227
	Iteration 91Q: 3 clusters Score -2963977 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2963986 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2964001.500000 Penalty: 4958.907227
	Iteration 93Q: 3 clusters Score -2964002 nChanged 45
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Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2964022.000000 Penalty: 4958.907227
	Iteration 94Q: 3 clusters Score -2964022 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2964024.000000 Penalty: 4958.907227
	Iteration 95Q: 3 clusters Score -2964024 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2964036.500000 Penalty: 4958.907227
	Iteration 96Q: 3 clusters Score -2964036 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2964039.750000 Penalty: 4958.907227
	Iteration 97Q: 3 clusters Score -2964040 nChanged 40
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Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2964051.750000 Penalty: 4958.907227
	Iteration 98Q: 3 clusters Score -2964052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2964064.750000 Penalty: 4958.907227
	Iteration 99Q: 3 clusters Score -2964065 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2964065 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2964086.500000 Penalty: 4958.907227
	Iteration 101Q: 3 clusters Score -2964086 nChanged 31
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2964095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2964104.500000 Penalty: 4958.907227
	Iteration 103Q: 3 clusters Score -2964104 nChanged 26
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Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2964115.250000 Penalty: 4958.907227
	Iteration 104Q: 3 clusters Score -2964115 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2964119.000000 Penalty: 4958.907227
	Iteration 105Q: 3 clusters Score -2964119 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2964131.000000 Penalty: 4958.907227
	Iteration 106Q: 3 clusters Score -2964131 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2964137.750000 Penalty: 4958.907227
	Iteration 107Q: 3 clusters Score -2964138 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2964145.750000 Penalty: 4958.907227
	Iteration 108Q: 3 clusters Score -2964146 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2964140.000000 Penalty: 4958.907227
	Iteration 109Q: 3 clusters Score -2964140 nChanged 19
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2964148.250000 Penalty: 4958.907227
	Iteration 110Q: 3 clusters Score -2964148 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2964154.250000 Penalty: 4958.907227
	Iteration 111Q: 3 clusters Score -2964154 nChanged 22
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Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2964158.750000 Penalty: 4958.907227
	Iteration 112Q: 3 clusters Score -2964159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2964158.500000 Penalty: 4958.907227
	Iteration 113Q: 3 clusters Score -2964158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2964164.750000 Penalty: 4958.907227
	Iteration 114Q: 3 clusters Score -2964165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2964163.250000 Penalty: 4958.907227
	Iteration 115Q: 3 clusters Score -2964163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2964167.750000 Penalty: 4958.907227
	Iteration 116Q: 3 clusters Score -2964168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2964177.500000 Penalty: 4958.907227
	Iteration 117Q: 3 clusters Score -2964178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2964185.500000 Penalty: 4958.907227
	Iteration 118Q: 3 clusters Score -2964186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2964188.250000 Penalty: 4958.907227
	Iteration 119Q: 3 clusters Score -2964188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2964186.000000 Penalty: 4958.907227
	Iteration 120F: 3 clusters Score -2964186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2964196.500000 Penalty: 4958.907227
	Iteration 121Q: 3 clusters Score -2964196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2964195.750000 Penalty: 4958.907227
	Iteration 122Q: 3 clusters Score -2964196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2964201.000000 Penalty: 4958.907227
	Iteration 123Q: 3 clusters Score -2964201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2964201.000000 Penalty: 4958.907227
	Iteration 124F: 3 clusters Score -2964201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Entering Unmasked Estep 
Score: -12179511.000000 Penalty: 2832.743896
	Iteration 0F: 2 clusters Score -1.217951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -12118499.000000 Penalty: 5665.487793
	Iteration 0F: 3 clusters Score -1.21185e+07 nChanged 43247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -12142923.000000 Penalty: 5665.487793
	Iteration 1F: 3 clusters Score -1.214292e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -12143582.000000 Penalty: 5665.487793
	Iteration 2Q: 3 clusters Score -1.214358e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -12144527.000000 Penalty: 5665.487793
	Iteration 3Q: 3 clusters Score -1.214453e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -12146000.000000 Penalty: 5665.487793
	Iteration 4Q: 3 clusters Score -1.2146e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -12148241.000000 Penalty: 5665.487793
	Iteration 5Q: 3 clusters Score -1.214824e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -12151567.000000 Penalty: 5665.487793
	Iteration 6F: 3 clusters Score -1.215157e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -12155882.000000 Penalty: 5665.487793
	Iteration 7F: 3 clusters Score -1.215588e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -12160507.000000 Penalty: 5665.487793
	Iteration 8F: 3 clusters Score -1.216051e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -12164882.000000 Penalty: 5665.487793
	Iteration 9F: 3 clusters Score -1.216488e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -12168741.000000 Penalty: 5665.487793
	Iteration 10F: 3 clusters Score -1.216874e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -12171742.000000 Penalty: 5665.487793
	Iteration 11Q: 3 clusters Score -1.217174e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -12173749.000000 Penalty: 5665.487793
	Iteration 12Q: 3 clusters Score -1.217375e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -12174990.000000 Penalty: 5665.487793
	Iteration 13Q: 3 clusters Score -1.217499e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -12175899.000000 Penalty: 5665.487793
	Iteration 14Q: 3 clusters Score -1.21759e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -12176477.000000 Penalty: 5665.487793
	Iteration 15Q: 3 clusters Score -1.217648e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -12176927.000000 Penalty: 5665.487793
	Iteration 16Q: 3 clusters Score -1.217693e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -12177185.000000 Penalty: 5665.487793
	Iteration 17Q: 3 clusters Score -1.217718e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12177300.000000 Penalty: 5665.487793
	Iteration 18Q: 3 clusters Score -1.21773e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -12177352.000000 Penalty: 5665.487793
	Iteration 19Q: 3 clusters Score -1.217735e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -12177371.000000 Penalty: 5665.487793
	Iteration 20F: 3 clusters Score -1.217737e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -12177419.000000 Penalty: 5665.487793
	Iteration 21Q: 3 clusters Score -1.217742e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -12177451.000000 Penalty: 5665.487793
	Iteration 22Q: 3 clusters Score -1.217745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -12177477.000000 Penalty: 5665.487793
	Iteration 23Q: 3 clusters Score -1.217748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -12177487.000000 Penalty: 5665.487793
	Iteration 24Q: 3 clusters Score -1.217749e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -12177492.000000 Penalty: 5665.487793
	Iteration 25Q: 3 clusters Score -1.217749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -12177495.000000 Penalty: 5665.487793
	Iteration 26Q: 3 clusters Score -1.21775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -12177492.000000 Penalty: 5665.487793
	Iteration 27Q: 3 clusters Score -1.217749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -12177499.000000 Penalty: 5665.487793
	Iteration 28Q: 3 clusters Score -1.21775e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -12177490.000000 Penalty: 5665.487793
	Iteration 29Q: 3 clusters Score -1.217749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -12177496.000000 Penalty: 5665.487793
	Iteration 30Q: 3 clusters Score -1.21775e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -12177509.000000 Penalty: 5665.487793
	Iteration 31Q: 3 clusters Score -1.217751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -12177524.000000 Penalty: 5665.487793
	Iteration 32Q: 3 clusters Score -1.217752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -12177532.000000 Penalty: 5665.487793
	Iteration 33Q: 3 clusters Score -1.217753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -12177543.000000 Penalty: 5665.487793
	Iteration 34Q: 3 clusters Score -1.217754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -12177535.000000 Penalty: 5665.487793
	Iteration 35Q: 3 clusters Score -1.217754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -12177546.000000 Penalty: 5665.487793
	Iteration 36Q: 3 clusters Score -1.217755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -12177551.000000 Penalty: 5665.487793
	Iteration 37Q: 3 clusters Score -1.217755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -12177572.000000 Penalty: 5665.487793
	Iteration 38Q: 3 clusters Score -1.217757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -12177573.000000 Penalty: 5665.487793
	Iteration 39Q: 3 clusters Score -1.217757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -12177568.000000 Penalty: 5665.487793
	Iteration 40F: 3 clusters Score -1.217757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -12177576.000000 Penalty: 5665.487793
	Iteration 41Q: 3 clusters Score -1.217758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -12177577.000000 Penalty: 5665.487793
	Iteration 42Q: 3 clusters Score -1.217758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -12177568.000000 Penalty: 5665.487793
	Iteration 43Q: 3 clusters Score -1.217757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -12177565.000000 Penalty: 5665.487793
	Iteration 44Q: 3 clusters Score -1.217756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -12177574.000000 Penalty: 5665.487793
	Iteration 45Q: 3 clusters Score -1.217757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -12177579.000000 Penalty: 5665.487793
	Iteration 46Q: 3 clusters Score -1.217758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -12177574.000000 Penalty: 5665.487793
	Iteration 47Q: 3 clusters Score -1.217757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -12177579.000000 Penalty: 5665.487793
	Iteration 48Q: 3 clusters Score -1.217758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -12177583.000000 Penalty: 5665.487793
	Iteration 49Q: 3 clusters Score -1.217758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -12177583.000000 Penalty: 5665.487793
	Iteration 50F: 3 clusters Score -1.217758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Entering Unmasked Estep 
Score: -3346367.250000 Penalty: 2513.311768
	Iteration 0F: 2 clusters Score -3346367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3328832.500000 Penalty: 5026.623535
	Iteration 0F: 3 clusters Score -3328832 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3334724.750000 Penalty: 5026.623535
	Iteration 1F: 3 clusters Score -3334725 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3335106.500000 Penalty: 5026.623535
	Iteration 2Q: 3 clusters Score -3335106 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3335392.750000 Penalty: 5026.623535
	Iteration 3Q: 3 clusters Score -3335393 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3335648.000000 Penalty: 5026.623535
	Iteration 4Q: 3 clusters Score -3335648 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3335862.000000 Penalty: 5026.623535
	Iteration 5Q: 3 clusters Score -3335862 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3336088.000000 Penalty: 5026.623535
	Iteration 6Q: 3 clusters Score -3336088 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3336365.500000 Penalty: 5026.623535
	Iteration 7Q: 3 clusters Score -3336366 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3336679.250000 Penalty: 5026.623535
	Iteration 8Q: 3 clusters Score -3336679 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3337164.000000 Penalty: 5026.623535
	Iteration 9Q: 3 clusters Score -3337164 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3337865.500000 Penalty: 5026.623535
	Iteration 10F: 3 clusters Score -3337866 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3338942.750000 Penalty: 5026.623535
	Iteration 11F: 3 clusters Score -3338943 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3340386.750000 Penalty: 5026.623535
	Iteration 12F: 3 clusters Score -3340387 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3341885.500000 Penalty: 5026.623535
	Iteration 13F: 3 clusters Score -3341886 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3342984.000000 Penalty: 5026.623535
	Iteration 14Q: 3 clusters Score -3342984 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3343571.250000 Penalty: 5026.623535
	Iteration 15Q: 3 clusters Score -3343571 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3343871.250000 Penalty: 5026.623535
	Iteration 16Q: 3 clusters Score -3343871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3343974.250000 Penalty: 5026.623535
	Iteration 17Q: 3 clusters Score -3343974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3344028.000000 Penalty: 5026.623535
	Iteration 18Q: 3 clusters Score -3344028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3344066.500000 Penalty: 5026.623535
	Iteration 19Q: 3 clusters Score -3344066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3344087.500000 Penalty: 5026.623535
	Iteration 20F: 3 clusters Score -3344088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3344098.000000 Penalty: 5026.623535
	Iteration 21Q: 3 clusters Score -3344098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3344122.750000 Penalty: 5026.623535
	Iteration 22Q: 3 clusters Score -3344123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3344134.750000 Penalty: 5026.623535
	Iteration 23Q: 3 clusters Score -3344135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3344143.750000 Penalty: 5026.623535
	Iteration 24Q: 3 clusters Score -3344144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3344150.750000 Penalty: 5026.623535
	Iteration 25Q: 3 clusters Score -3344151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3344154.500000 Penalty: 5026.623535
	Iteration 26Q: 3 clusters Score -3344154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3344155.000000 Penalty: 5026.623535
	Iteration 27Q: 3 clusters Score -3344155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3344155.000000 Penalty: 5026.623535
	Iteration 28Q: 3 clusters Score -3344155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3344154.500000 Penalty: 5026.623535
	Iteration 29Q: 3 clusters Score -3344154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3344154.500000 Penalty: 5026.623535
	Iteration 30F: 3 clusters Score -3344154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -568397.062500 Penalty: 2086.299805
	Iteration 0F: 2 clusters Score -568397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -564235.937500 Penalty: 4172.599609
	Iteration 0F: 3 clusters Score -564235.9 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -565266.937500 Penalty: 4172.599609
	Iteration 1F: 3 clusters Score -565266.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -565471.750000 Penalty: 4172.599609
	Iteration 2F: 3 clusters Score -565471.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -565624.562500 Penalty: 4172.599609
	Iteration 3F: 3 clusters Score -565624.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -565749.687500 Penalty: 4172.599609
	Iteration 4Q: 3 clusters Score -565749.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -565856.687500 Penalty: 4172.599609
	Iteration 5Q: 3 clusters Score -565856.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -565949.812500 Penalty: 4172.599609
	Iteration 6Q: 3 clusters Score -565949.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -566025.375000 Penalty: 4172.599609
	Iteration 7Q: 3 clusters Score -566025.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -566101.062500 Penalty: 4172.599609
	Iteration 8Q: 3 clusters Score -566101.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -566174.687500 Penalty: 4172.599609
	Iteration 9Q: 3 clusters Score -566174.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -566258.687500 Penalty: 4172.599609
	Iteration 10Q: 3 clusters Score -566258.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -566337.437500 Penalty: 4172.599609
	Iteration 11Q: 3 clusters Score -566337.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -566401.375000 Penalty: 4172.599609
	Iteration 12Q: 3 clusters Score -566401.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -566461.062500 Penalty: 4172.599609
	Iteration 13Q: 3 clusters Score -566461.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -566512.312500 Penalty: 4172.599609
	Iteration 14Q: 3 clusters Score -566512.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -566555.000000 Penalty: 4172.599609
	Iteration 15Q: 3 clusters Score -566555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -566605.375000 Penalty: 4172.599609
	Iteration 16Q: 3 clusters Score -566605.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -566643.187500 Penalty: 4172.599609
	Iteration 17Q: 3 clusters Score -566643.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -566668.625000 Penalty: 4172.599609
	Iteration 18Q: 3 clusters Score -566668.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -566687.937500 Penalty: 4172.599609
	Iteration 19Q: 3 clusters Score -566687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -566702.062500 Penalty: 4172.599609
	Iteration 20F: 3 clusters Score -566702.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -566712.875000 Penalty: 4172.599609
	Iteration 21Q: 3 clusters Score -566712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -566720.562500 Penalty: 4172.599609
	Iteration 22Q: 3 clusters Score -566720.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -566726.312500 Penalty: 4172.599609
	Iteration 23Q: 3 clusters Score -566726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -566729.625000 Penalty: 4172.599609
	Iteration 24Q: 3 clusters Score -566729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -566732.750000 Penalty: 4172.599609
	Iteration 25Q: 3 clusters Score -566732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -566734.250000 Penalty: 4172.599609
	Iteration 26Q: 3 clusters Score -566734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -566737.687500 Penalty: 4172.599609
	Iteration 27Q: 3 clusters Score -566737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -566739.562500 Penalty: 4172.599609
	Iteration 28Q: 3 clusters Score -566739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -566740.937500 Penalty: 4172.599609
	Iteration 29Q: 3 clusters Score -566740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -566740.562500 Penalty: 4172.599609
	Iteration 30Q: 3 clusters Score -566740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -566740.875000 Penalty: 4172.599609
	Iteration 31Q: 3 clusters Score -566740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -566741.437500 Penalty: 4172.599609
	Iteration 32Q: 3 clusters Score -566741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -566741.625000 Penalty: 4172.599609
	Iteration 33Q: 3 clusters Score -566741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -566742.937500 Penalty: 4172.599609
	Iteration 34Q: 3 clusters Score -566742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -566742.812500 Penalty: 4172.599609
	Iteration 35Q: 3 clusters Score -566742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -566743.312500 Penalty: 4172.599609
	Iteration 36Q: 3 clusters Score -566743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -566744.500000 Penalty: 4172.599609
	Iteration 37Q: 3 clusters Score -566744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -566745.812500 Penalty: 4172.599609
	Iteration 38Q: 3 clusters Score -566745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -566748.062500 Penalty: 4172.599609
	Iteration 39Q: 3 clusters Score -566748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -566748.250000 Penalty: 4172.599609
	Iteration 40F: 3 clusters Score -566748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -566750.562500 Penalty: 4172.599609
	Iteration 41Q: 3 clusters Score -566750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -566751.500000 Penalty: 4172.599609
	Iteration 42Q: 3 clusters Score -566751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -566753.687500 Penalty: 4172.599609
	Iteration 43Q: 3 clusters Score -566753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -566754.750000 Penalty: 4172.599609
	Iteration 44Q: 3 clusters Score -566754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -566754.750000 Penalty: 4172.599609
	Iteration 45Q: 3 clusters Score -566754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -566754.750000 Penalty: 4172.599609
	Iteration 46F: 3 clusters Score -566754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -257358.750000 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -257358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254755.656250 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -254755.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -255204.890625 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -255204.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -255332.515625 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -255332.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -255413.953125 Penalty: 3772.274658
	Iteration 3Q: 3 clusters Score -255414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -255460.390625 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -255460.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -255509.328125 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -255509.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -255566.250000 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -255566.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -255622.875000 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -255622.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -255672.171875 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -255672.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -255718.125000 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -255718.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255753.328125 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -255753.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -255781.921875 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -255781.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255797.187500 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -255797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -255809.234375 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -255809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -255819.812500 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -255819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -255828.203125 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -255828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -255837.125000 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -255837.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -255850.906250 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -255850.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -255876.218750 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -255876.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -255895.984375 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -255896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -255906.328125 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -255906.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -255916.078125 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -255916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -255921.015625 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -255921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -255924.828125 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -255924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -255932.578125 Penalty: 3772.274658
	Iteration 24Q: 3 clusters Score -255932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -255940.781250 Penalty: 3772.274658
	Iteration 25Q: 3 clusters Score -255940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -255945.171875 Penalty: 3772.274658
	Iteration 26Q: 3 clusters Score -255945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -255946.125000 Penalty: 3772.274658
	Iteration 27Q: 3 clusters Score -255946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -255946.125000 Penalty: 3772.274658
	Iteration 28F: 3 clusters Score -255946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -438640.343750 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -438640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -435090.812500 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -435090.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -435845.187500 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -435845.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -436023.531250 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -436023.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -436139.968750 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -436140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -436223.812500 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -436223.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -436272.750000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -436272.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -436309.750000 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -436309.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436344.843750 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -436344.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -436374.062500 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -436374.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -436397.125000 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -436397.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -436418.687500 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -436418.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -436438.875000 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -436438.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436461.062500 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -436461.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -436482.031250 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -436482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436502.218750 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -436502.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -436524.937500 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -436524.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -436547.406250 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -436547.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436569.968750 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -436570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -436589.843750 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -436589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -436600.656250 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -436600.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436613.937500 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -436613.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -436621.031250 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -436621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436632.625000 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -436632.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -436647.937500 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -436647.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -436661.656250 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -436661.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -436671.437500 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -436671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -436675.250000 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -436675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -436679.656250 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -436679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -436681.656250 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -436681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -436684.500000 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -436684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -436688.812500 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -436688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -436692.687500 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -436692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -436697.875000 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -436697.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -436705.156250 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -436705.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436710.687500 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -436710.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -436717.031250 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -436717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -436721.437500 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -436721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -436724.468750 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -436724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -436727.937500 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -436727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -436730.625000 Penalty: 4044.346680
	Iteration 39Q: 3 clusters Score -436730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -436730.906250 Penalty: 4044.346680
	Iteration 40F: 3 clusters Score -436730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -436731.875000 Penalty: 4044.346680
	Iteration 41Q: 3 clusters Score -436731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -436735.687500 Penalty: 4044.346680
	Iteration 42Q: 3 clusters Score -436735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -436736.812500 Penalty: 4044.346680
	Iteration 43Q: 3 clusters Score -436736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -436737.656250 Penalty: 4044.346680
	Iteration 44Q: 3 clusters Score -436737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -436738.531250 Penalty: 4044.346680
	Iteration 45Q: 3 clusters Score -436738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -436739.437500 Penalty: 4044.346680
	Iteration 46Q: 3 clusters Score -436739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -436741.656250 Penalty: 4044.346680
	Iteration 47Q: 3 clusters Score -436741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -436746.250000 Penalty: 4044.346680
	Iteration 48Q: 3 clusters Score -436746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -436754.937500 Penalty: 4044.346680
	Iteration 49Q: 3 clusters Score -436754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -436765.656250 Penalty: 4044.346680
	Iteration 50Q: 3 clusters Score -436765.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -436772.031250 Penalty: 4044.346680
	Iteration 51Q: 3 clusters Score -436772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -436776.750000 Penalty: 4044.346680
	Iteration 52Q: 3 clusters Score -436776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -436780.656250 Penalty: 4044.346680
	Iteration 53Q: 3 clusters Score -436780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -436785.281250 Penalty: 4044.346680
	Iteration 54Q: 3 clusters Score -436785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -436788.875000 Penalty: 4044.346680
	Iteration 55Q: 3 clusters Score -436788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -436791.531250 Penalty: 4044.346680
	Iteration 56Q: 3 clusters Score -436791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -436793.218750 Penalty: 4044.346680
	Iteration 57Q: 3 clusters Score -436793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -436795.968750 Penalty: 4044.346680
	Iteration 58Q: 3 clusters Score -436796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -436796.468750 Penalty: 4044.346680
	Iteration 59Q: 3 clusters Score -436796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -436796.812500 Penalty: 4044.346680
	Iteration 60F: 3 clusters Score -436796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -436799.718750 Penalty: 4044.346680
	Iteration 61Q: 3 clusters Score -436799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -436803.968750 Penalty: 4044.346680
	Iteration 62Q: 3 clusters Score -436804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -436806.218750 Penalty: 4044.346680
	Iteration 63Q: 3 clusters Score -436806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -436808.437500 Penalty: 4044.346680
	Iteration 64Q: 3 clusters Score -436808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -436809.843750 Penalty: 4044.346680
	Iteration 65Q: 3 clusters Score -436809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -436813.531250 Penalty: 4044.346680
	Iteration 66Q: 3 clusters Score -436813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -436815.156250 Penalty: 4044.346680
	Iteration 67Q: 3 clusters Score -436815.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -436820.187500 Penalty: 4044.346680
	Iteration 68Q: 3 clusters Score -436820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -436823.468750 Penalty: 4044.346680
	Iteration 69Q: 3 clusters Score -436823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -436824.000000 Penalty: 4044.346680
	Iteration 70Q: 3 clusters Score -436824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -436825.250000 Penalty: 4044.346680
	Iteration 71Q: 3 clusters Score -436825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -436824.500000 Penalty: 4044.346680
	Iteration 72Q: 3 clusters Score -436824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -436824.500000 Penalty: 4044.346680
	Iteration 73F: 3 clusters Score -436824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (228069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228069 members 
Entering Unmasked Estep 
Score: -30516492.000000 Penalty: 3059.676025
	Iteration 0F: 2 clusters Score -3.051649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -30377524.000000 Penalty: 6119.352051
	Iteration 0F: 3 clusters Score -3.037752e+07 nChanged 109728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113511 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -30442430.000000 Penalty: 6119.352051
	Iteration 1F: 3 clusters Score -3.044243e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -30443564.000000 Penalty: 6119.352051
	Iteration 2Q: 3 clusters Score -3.044356e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -30444728.000000 Penalty: 6119.352051
	Iteration 3Q: 3 clusters Score -3.044473e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113304 members 
Mstep: Class 2 contains 114765 members 
Entering Unmasked Estep 
Score: -30446324.000000 Penalty: 6119.352051
	Iteration 4Q: 3 clusters Score -3.044632e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -30448124.000000 Penalty: 6119.352051
	Iteration 5Q: 3 clusters Score -3.044812e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -30450708.000000 Penalty: 6119.352051
	Iteration 6Q: 3 clusters Score -3.045071e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 114678 members 
Entering Unmasked Estep 
Score: -30453622.000000 Penalty: 6119.352051
	Iteration 7Q: 3 clusters Score -3.045362e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -30457424.000000 Penalty: 6119.352051
	Iteration 8Q: 3 clusters Score -3.045742e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -30462282.000000 Penalty: 6119.352051
	Iteration 9Q: 3 clusters Score -3.046228e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -30468540.000000 Penalty: 6119.352051
	Iteration 10Q: 3 clusters Score -3.046854e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -30475988.000000 Penalty: 6119.352051
	Iteration 11F: 3 clusters Score -3.047599e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -30482722.000000 Penalty: 6119.352051
	Iteration 12F: 3 clusters Score -3.048272e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -30486304.000000 Penalty: 6119.352051
	Iteration 13Q: 3 clusters Score -3.04863e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -30487640.000000 Penalty: 6119.352051
	Iteration 14Q: 3 clusters Score -3.048764e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -30487820.000000 Penalty: 6119.352051
	Iteration 15Q: 3 clusters Score -3.048782e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -30487984.000000 Penalty: 6119.352051
	Iteration 16Q: 3 clusters Score -3.048798e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 118773 members 
Entering Unmasked Estep 
Score: -30488156.000000 Penalty: 6119.352051
	Iteration 17Q: 3 clusters Score -3.048816e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -30488300.000000 Penalty: 6119.352051
	Iteration 18Q: 3 clusters Score -3.04883e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -30488302.000000 Penalty: 6119.352051
	Iteration 19Q: 3 clusters Score -3.04883e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -30488330.000000 Penalty: 6119.352051
	Iteration 20F: 3 clusters Score -3.048833e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -30488382.000000 Penalty: 6119.352051
	Iteration 21Q: 3 clusters Score -3.048838e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 117687 members 
Entering Unmasked Estep 
Score: -30488440.000000 Penalty: 6119.352051
	Iteration 22Q: 3 clusters Score -3.048844e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -30488536.000000 Penalty: 6119.352051
	Iteration 23Q: 3 clusters Score -3.048854e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -30488608.000000 Penalty: 6119.352051
	Iteration 24Q: 3 clusters Score -3.048861e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 116713 members 
Entering Unmasked Estep 
Score: -30488610.000000 Penalty: 6119.352051
	Iteration 25Q: 3 clusters Score -3.048861e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -30488636.000000 Penalty: 6119.352051
	Iteration 26Q: 3 clusters Score -3.048864e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111981 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -30488606.000000 Penalty: 6119.352051
	Iteration 27Q: 3 clusters Score -3.048861e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -30488540.000000 Penalty: 6119.352051
	Iteration 28Q: 3 clusters Score -3.048854e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -30488706.000000 Penalty: 6119.352051
	Iteration 29Q: 3 clusters Score -3.048871e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -30488818.000000 Penalty: 6119.352051
	Iteration 30Q: 3 clusters Score -3.048882e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -30488824.000000 Penalty: 6119.352051
	Iteration 31Q: 3 clusters Score -3.048882e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -30488952.000000 Penalty: 6119.352051
	Iteration 32Q: 3 clusters Score -3.048895e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -30489020.000000 Penalty: 6119.352051
	Iteration 33Q: 3 clusters Score -3.048902e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -30489142.000000 Penalty: 6119.352051
	Iteration 34Q: 3 clusters Score -3.048914e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -30489268.000000 Penalty: 6119.352051
	Iteration 35Q: 3 clusters Score -3.048927e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -30489300.000000 Penalty: 6119.352051
	Iteration 36Q: 3 clusters Score -3.04893e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -30489454.000000 Penalty: 6119.352051
	Iteration 37Q: 3 clusters Score -3.048945e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -30489570.000000 Penalty: 6119.352051
	Iteration 38Q: 3 clusters Score -3.048957e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -30489684.000000 Penalty: 6119.352051
	Iteration 39Q: 3 clusters Score -3.048968e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117020 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -30489716.000000 Penalty: 6119.352051
	Iteration 40F: 3 clusters Score -3.048972e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117448 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -30489764.000000 Penalty: 6119.352051
	Iteration 41Q: 3 clusters Score -3.048976e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 110170 members 
Entering Unmasked Estep 
Score: -30489782.000000 Penalty: 6119.352051
	Iteration 42Q: 3 clusters Score -3.048978e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -30489806.000000 Penalty: 6119.352051
	Iteration 43Q: 3 clusters Score -3.048981e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -30489776.000000 Penalty: 6119.352051
	Iteration 44Q: 3 clusters Score -3.048978e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -30489856.000000 Penalty: 6119.352051
	Iteration 45Q: 3 clusters Score -3.048986e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119785 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -30489942.000000 Penalty: 6119.352051
	Iteration 46Q: 3 clusters Score -3.048994e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -30490018.000000 Penalty: 6119.352051
	Iteration 47Q: 3 clusters Score -3.049002e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -30490054.000000 Penalty: 6119.352051
	Iteration 48Q: 3 clusters Score -3.049005e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -30490042.000000 Penalty: 6119.352051
	Iteration 49Q: 3 clusters Score -3.049004e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122230 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -30490074.000000 Penalty: 6119.352051
	Iteration 50Q: 3 clusters Score -3.049007e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -30490126.000000 Penalty: 6119.352051
	Iteration 51Q: 3 clusters Score -3.049013e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123676 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -30490282.000000 Penalty: 6119.352051
	Iteration 52Q: 3 clusters Score -3.049028e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -30490392.000000 Penalty: 6119.352051
	Iteration 53Q: 3 clusters Score -3.049039e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -30490484.000000 Penalty: 6119.352051
	Iteration 54Q: 3 clusters Score -3.049048e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -30490682.000000 Penalty: 6119.352051
	Iteration 55Q: 3 clusters Score -3.049068e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -30490790.000000 Penalty: 6119.352051
	Iteration 56Q: 3 clusters Score -3.049079e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -30490790.000000 Penalty: 6119.352051
	Iteration 57Q: 3 clusters Score -3.049079e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -30490814.000000 Penalty: 6119.352051
	Iteration 58Q: 3 clusters Score -3.049081e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -30490908.000000 Penalty: 6119.352051
	Iteration 59Q: 3 clusters Score -3.049091e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -30490974.000000 Penalty: 6119.352051
	Iteration 60F: 3 clusters Score -3.049097e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -30491048.000000 Penalty: 6119.352051
	Iteration 61Q: 3 clusters Score -3.049105e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133878 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -30491228.000000 Penalty: 6119.352051
	Iteration 62Q: 3 clusters Score -3.049123e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135282 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -30491290.000000 Penalty: 6119.352051
	Iteration 63Q: 3 clusters Score -3.049129e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136793 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -30491470.000000 Penalty: 6119.352051
	Iteration 64Q: 3 clusters Score -3.049147e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -30491794.000000 Penalty: 6119.352051
	Iteration 65Q: 3 clusters Score -3.049179e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -30491904.000000 Penalty: 6119.352051
	Iteration 66Q: 3 clusters Score -3.04919e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -30492118.000000 Penalty: 6119.352051
	Iteration 67Q: 3 clusters Score -3.049212e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -30492386.000000 Penalty: 6119.352051
	Iteration 68Q: 3 clusters Score -3.049239e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -30492694.000000 Penalty: 6119.352051
	Iteration 69Q: 3 clusters Score -3.049269e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -30493044.000000 Penalty: 6119.352051
	Iteration 70Q: 3 clusters Score -3.049304e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -30493314.000000 Penalty: 6119.352051
	Iteration 71Q: 3 clusters Score -3.049331e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -30493620.000000 Penalty: 6119.352051
	Iteration 72Q: 3 clusters Score -3.049362e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -30494110.000000 Penalty: 6119.352051
	Iteration 73Q: 3 clusters Score -3.049411e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157251 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -30494668.000000 Penalty: 6119.352051
	Iteration 74Q: 3 clusters Score -3.049467e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -30495434.000000 Penalty: 6119.352051
	Iteration 75Q: 3 clusters Score -3.049543e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162984 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -30496034.000000 Penalty: 6119.352051
	Iteration 76Q: 3 clusters Score -3.049603e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -30496674.000000 Penalty: 6119.352051
	Iteration 77Q: 3 clusters Score -3.049667e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -30497534.000000 Penalty: 6119.352051
	Iteration 78Q: 3 clusters Score -3.049753e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172148 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -30498436.000000 Penalty: 6119.352051
	Iteration 79Q: 3 clusters Score -3.049844e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -30499476.000000 Penalty: 6119.352051
	Iteration 80F: 3 clusters Score -3.049948e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -30500370.000000 Penalty: 6119.352051
	Iteration 81Q: 3 clusters Score -3.050037e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -30501440.000000 Penalty: 6119.352051
	Iteration 82Q: 3 clusters Score -3.050144e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -30502200.000000 Penalty: 6119.352051
	Iteration 83Q: 3 clusters Score -3.05022e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188472 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -30502992.000000 Penalty: 6119.352051
	Iteration 84Q: 3 clusters Score -3.050299e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -30504024.000000 Penalty: 6119.352051
	Iteration 85Q: 3 clusters Score -3.050402e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194606 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -30504992.000000 Penalty: 6119.352051
	Iteration 86Q: 3 clusters Score -3.050499e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197486 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -30505756.000000 Penalty: 6119.352051
	Iteration 87Q: 3 clusters Score -3.050576e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200268 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -30506458.000000 Penalty: 6119.352051
	Iteration 88Q: 3 clusters Score -3.050646e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202834 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -30507122.000000 Penalty: 6119.352051
	Iteration 89Q: 3 clusters Score -3.050712e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205154 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -30507834.000000 Penalty: 6119.352051
	Iteration 90Q: 3 clusters Score -3.050783e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207289 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -30508272.000000 Penalty: 6119.352051
	Iteration 91Q: 3 clusters Score -3.050827e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -30509218.000000 Penalty: 6119.352051
	Iteration 92Q: 3 clusters Score -3.050922e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211169 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -30509944.000000 Penalty: 6119.352051
	Iteration 93Q: 3 clusters Score -3.050994e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212867 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -30510466.000000 Penalty: 6119.352051
	Iteration 94Q: 3 clusters Score -3.051047e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214455 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -30510890.000000 Penalty: 6119.352051
	Iteration 95Q: 3 clusters Score -3.051089e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215862 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -30511258.000000 Penalty: 6119.352051
	Iteration 96Q: 3 clusters Score -3.051126e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217161 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -30511520.000000 Penalty: 6119.352051
	Iteration 97Q: 3 clusters Score -3.051152e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218343 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -30511972.000000 Penalty: 6119.352051
	Iteration 98Q: 3 clusters Score -3.051197e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219403 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -30512326.000000 Penalty: 6119.352051
	Iteration 99Q: 3 clusters Score -3.051233e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220347 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -30512618.000000 Penalty: 6119.352051
	Iteration 100F: 3 clusters Score -3.051262e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221200 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -30513028.000000 Penalty: 6119.352051
	Iteration 101Q: 3 clusters Score -3.051303e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221968 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -30513208.000000 Penalty: 6119.352051
	Iteration 102Q: 3 clusters Score -3.051321e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222664 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -30513408.000000 Penalty: 6119.352051
	Iteration 103Q: 3 clusters Score -3.051341e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223246 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -30513636.000000 Penalty: 6119.352051
	Iteration 104Q: 3 clusters Score -3.051364e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223751 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -30513836.000000 Penalty: 6119.352051
	Iteration 105Q: 3 clusters Score -3.051384e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224140 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -30513966.000000 Penalty: 6119.352051
	Iteration 106Q: 3 clusters Score -3.051397e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224485 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -30514120.000000 Penalty: 6119.352051
	Iteration 107Q: 3 clusters Score -3.051412e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224775 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -30514104.000000 Penalty: 6119.352051
	Iteration 108Q: 3 clusters Score -3.05141e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225023 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -30514118.000000 Penalty: 6119.352051
	Iteration 109Q: 3 clusters Score -3.051412e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225229 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -30514126.000000 Penalty: 6119.352051
	Iteration 110Q: 3 clusters Score -3.051413e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225383 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -30514142.000000 Penalty: 6119.352051
	Iteration 111Q: 3 clusters Score -3.051414e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225499 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -30514148.000000 Penalty: 6119.352051
	Iteration 112Q: 3 clusters Score -3.051415e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225605 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -30514194.000000 Penalty: 6119.352051
	Iteration 113Q: 3 clusters Score -3.051419e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225685 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -30514206.000000 Penalty: 6119.352051
	Iteration 114Q: 3 clusters Score -3.051421e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225756 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -30514202.000000 Penalty: 6119.352051
	Iteration 115Q: 3 clusters Score -3.05142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225814 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -30514238.000000 Penalty: 6119.352051
	Iteration 116Q: 3 clusters Score -3.051424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -30514260.000000 Penalty: 6119.352051
	Iteration 117Q: 3 clusters Score -3.051426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225898 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -30514246.000000 Penalty: 6119.352051
	Iteration 118Q: 3 clusters Score -3.051425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225930 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -30514274.000000 Penalty: 6119.352051
	Iteration 119Q: 3 clusters Score -3.051427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225969 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -30514282.000000 Penalty: 6119.352051
	Iteration 120F: 3 clusters Score -3.051428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226005 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 121Q: 3 clusters Score -3.051429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 122Q: 3 clusters Score -3.05143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226059 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -30514320.000000 Penalty: 6119.352051
	Iteration 123Q: 3 clusters Score -3.051432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226087 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -30514304.000000 Penalty: 6119.352051
	Iteration 124Q: 3 clusters Score -3.05143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226119 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -30514284.000000 Penalty: 6119.352051
	Iteration 125Q: 3 clusters Score -3.051428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226153 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -30514278.000000 Penalty: 6119.352051
	Iteration 126Q: 3 clusters Score -3.051428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226183 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -30514268.000000 Penalty: 6119.352051
	Iteration 127Q: 3 clusters Score -3.051427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226208 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -30514256.000000 Penalty: 6119.352051
	Iteration 128Q: 3 clusters Score -3.051426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226238 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -30514280.000000 Penalty: 6119.352051
	Iteration 129Q: 3 clusters Score -3.051428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226269 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -30514284.000000 Penalty: 6119.352051
	Iteration 130Q: 3 clusters Score -3.051428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226303 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -30514268.000000 Penalty: 6119.352051
	Iteration 131Q: 3 clusters Score -3.051427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226333 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -30514260.000000 Penalty: 6119.352051
	Iteration 132Q: 3 clusters Score -3.051426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226361 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -30514252.000000 Penalty: 6119.352051
	Iteration 133Q: 3 clusters Score -3.051425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226381 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -30514254.000000 Penalty: 6119.352051
	Iteration 134Q: 3 clusters Score -3.051425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226400 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -30514264.000000 Penalty: 6119.352051
	Iteration 135Q: 3 clusters Score -3.051426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226415 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -30514302.000000 Penalty: 6119.352051
	Iteration 136Q: 3 clusters Score -3.05143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226436 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -30514286.000000 Penalty: 6119.352051
	Iteration 137Q: 3 clusters Score -3.051429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226456 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -30514276.000000 Penalty: 6119.352051
	Iteration 138Q: 3 clusters Score -3.051428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226475 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 139Q: 3 clusters Score -3.051429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226489 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -30514282.000000 Penalty: 6119.352051
	Iteration 140F: 3 clusters Score -3.051428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226503 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -30514304.000000 Penalty: 6119.352051
	Iteration 141Q: 3 clusters Score -3.05143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226516 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -30514296.000000 Penalty: 6119.352051
	Iteration 142Q: 3 clusters Score -3.05143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226531 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -30514284.000000 Penalty: 6119.352051
	Iteration 143Q: 3 clusters Score -3.051428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226547 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -30514312.000000 Penalty: 6119.352051
	Iteration 144Q: 3 clusters Score -3.051431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226559 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -30514318.000000 Penalty: 6119.352051
	Iteration 145Q: 3 clusters Score -3.051432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226569 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -30514312.000000 Penalty: 6119.352051
	Iteration 146Q: 3 clusters Score -3.051431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226581 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -30514318.000000 Penalty: 6119.352051
	Iteration 147Q: 3 clusters Score -3.051432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226591 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -30514306.000000 Penalty: 6119.352051
	Iteration 148Q: 3 clusters Score -3.051431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226600 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -30514302.000000 Penalty: 6119.352051
	Iteration 149Q: 3 clusters Score -3.05143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226612 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -30514302.000000 Penalty: 6119.352051
	Iteration 150Q: 3 clusters Score -3.05143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226617 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -30514312.000000 Penalty: 6119.352051
	Iteration 151Q: 3 clusters Score -3.051431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226622 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -30514312.000000 Penalty: 6119.352051
	Iteration 152Q: 3 clusters Score -3.051431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226630 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -30514310.000000 Penalty: 6119.352051
	Iteration 153Q: 3 clusters Score -3.051431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226639 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -30514314.000000 Penalty: 6119.352051
	Iteration 154Q: 3 clusters Score -3.051431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226644 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -30514308.000000 Penalty: 6119.352051
	Iteration 155Q: 3 clusters Score -3.051431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226653 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 156Q: 3 clusters Score -3.051429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226661 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 157Q: 3 clusters Score -3.051429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226668 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30514266.000000 Penalty: 6119.352051
	Iteration 158Q: 3 clusters Score -3.051427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226678 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 159Q: 3 clusters Score -3.051429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226683 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 160F: 3 clusters Score -3.05143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226686 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 161Q: 3 clusters Score -3.05143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226688 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -30514300.000000 Penalty: 6119.352051
	Iteration 162Q: 3 clusters Score -3.05143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226689 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -30514280.000000 Penalty: 6119.352051
	Iteration 163Q: 3 clusters Score -3.051428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226692 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -30514262.000000 Penalty: 6119.352051
	Iteration 164Q: 3 clusters Score -3.051426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226697 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 165Q: 3 clusters Score -3.051429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226701 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -30514288.000000 Penalty: 6119.352051
	Iteration 166Q: 3 clusters Score -3.051429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226713 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -30514290.000000 Penalty: 6119.352051
	Iteration 167Q: 3 clusters Score -3.051429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226724 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 168Q: 3 clusters Score -3.05143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226736 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -30514290.000000 Penalty: 6119.352051
	Iteration 169Q: 3 clusters Score -3.051429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -30514294.000000 Penalty: 6119.352051
	Iteration 170Q: 3 clusters Score -3.051429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -30514286.000000 Penalty: 6119.352051
	Iteration 171Q: 3 clusters Score -3.051429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226755 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -30514280.000000 Penalty: 6119.352051
	Iteration 172Q: 3 clusters Score -3.051428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226756 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -30514276.000000 Penalty: 6119.352051
	Iteration 173Q: 3 clusters Score -3.051428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226759 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -30514286.000000 Penalty: 6119.352051
	Iteration 174Q: 3 clusters Score -3.051429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226761 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -30514300.000000 Penalty: 6119.352051
	Iteration 175Q: 3 clusters Score -3.05143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226763 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 176Q: 3 clusters Score -3.05143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226764 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -30514294.000000 Penalty: 6119.352051
	Iteration 177Q: 3 clusters Score -3.051429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226769 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -30514304.000000 Penalty: 6119.352051
	Iteration 178Q: 3 clusters Score -3.05143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -30514296.000000 Penalty: 6119.352051
	Iteration 179Q: 3 clusters Score -3.05143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226773 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -30514298.000000 Penalty: 6119.352051
	Iteration 180F: 3 clusters Score -3.05143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -30514302.000000 Penalty: 6119.352051
	Iteration 181Q: 3 clusters Score -3.05143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -30514290.000000 Penalty: 6119.352051
	Iteration 182Q: 3 clusters Score -3.051429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226779 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -30514306.000000 Penalty: 6119.352051
	Iteration 183Q: 3 clusters Score -3.051431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226780 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -30514302.000000 Penalty: 6119.352051
	Iteration 184Q: 3 clusters Score -3.05143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -30514308.000000 Penalty: 6119.352051
	Iteration 185Q: 3 clusters Score -3.051431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -30514308.000000 Penalty: 6119.352051
	Iteration 186F: 3 clusters Score -3.051431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Entering Unmasked Estep 
Score: -9506399.000000 Penalty: 2772.295898
	Iteration 0F: 2 clusters Score -9506399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -9458630.000000 Penalty: 5544.591797
	Iteration 0F: 3 clusters Score -9458630 nChanged 33468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -9477921.000000 Penalty: 5544.591797
	Iteration 1F: 3 clusters Score -9477921 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9479012.000000 Penalty: 5544.591797
	Iteration 2Q: 3 clusters Score -9479012 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -9480483.000000 Penalty: 5544.591797
	Iteration 3Q: 3 clusters Score -9480483 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -9482428.000000 Penalty: 5544.591797
	Iteration 4F: 3 clusters Score -9482428 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9484970.000000 Penalty: 5544.591797
	Iteration 5F: 3 clusters Score -9484970 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -9487778.000000 Penalty: 5544.591797
	Iteration 6F: 3 clusters Score -9487778 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
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Mstep: Class 1 contains 35539 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36501 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41398 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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Mstep: Class 1 contains 42953 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43273 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9501780 nChanged 120
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Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61081 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61396 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61541 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61960 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 62705 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 8519 members 
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Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 8155 members 
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Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64044 members 
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Mstep: Class 1 contains 64252 members 
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Mstep: Class 1 contains 64661 members 
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Mstep: Class 1 contains 65340 members 
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Mstep: Class 1 contains 65581 members 
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Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 5756 members 
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Mstep: Class 1 contains 66060 members 
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Mstep: Class 1 contains 66301 members 
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Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 3988 members 
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	Iteration 160F: 3 clusters Score -9503381 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68191 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 2880 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68852 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69483 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69639 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9504281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9504292.000000 Penalty: 5544.591797
	Iteration 194Q: 3 clusters Score -9504292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9504304.000000 Penalty: 5544.591797
	Iteration 195Q: 3 clusters Score -9504304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9504303.000000 Penalty: 5544.591797
	Iteration 196Q: 3 clusters Score -9504303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9504323.000000 Penalty: 5544.591797
	Iteration 197Q: 3 clusters Score -9504323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9504343.000000 Penalty: 5544.591797
	Iteration 198Q: 3 clusters Score -9504343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9504343.000000 Penalty: 5544.591797
	Iteration 199Q: 3 clusters Score -9504343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9504356.000000 Penalty: 5544.591797
	Iteration 200F: 3 clusters Score -9504356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9504361.000000 Penalty: 5544.591797
	Iteration 201Q: 3 clusters Score -9504361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9504373.000000 Penalty: 5544.591797
	Iteration 202Q: 3 clusters Score -9504373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9504365.000000 Penalty: 5544.591797
	Iteration 203Q: 3 clusters Score -9504365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9504361.000000 Penalty: 5544.591797
	Iteration 204Q: 3 clusters Score -9504361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9504364.000000 Penalty: 5544.591797
	Iteration 205Q: 3 clusters Score -9504364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9504360.000000 Penalty: 5544.591797
	Iteration 206Q: 3 clusters Score -9504360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9504362.000000 Penalty: 5544.591797
	Iteration 207Q: 3 clusters Score -9504362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9504355.000000 Penalty: 5544.591797
	Iteration 208Q: 3 clusters Score -9504355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9504361.000000 Penalty: 5544.591797
	Iteration 209Q: 3 clusters Score -9504361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9504365.000000 Penalty: 5544.591797
	Iteration 210Q: 3 clusters Score -9504365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9504368.000000 Penalty: 5544.591797
	Iteration 211Q: 3 clusters Score -9504368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9504362.000000 Penalty: 5544.591797
	Iteration 212Q: 3 clusters Score -9504362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9504364.000000 Penalty: 5544.591797
	Iteration 213Q: 3 clusters Score -9504364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9504355.000000 Penalty: 5544.591797
	Iteration 214Q: 3 clusters Score -9504355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9504357.000000 Penalty: 5544.591797
	Iteration 215Q: 3 clusters Score -9504357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9504379.000000 Penalty: 5544.591797
	Iteration 216Q: 3 clusters Score -9504379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9504375.000000 Penalty: 5544.591797
	Iteration 217Q: 3 clusters Score -9504375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9504382.000000 Penalty: 5544.591797
	Iteration 218Q: 3 clusters Score -9504382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9504389.000000 Penalty: 5544.591797
	Iteration 219Q: 3 clusters Score -9504389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9504387.000000 Penalty: 5544.591797
	Iteration 220F: 3 clusters Score -9504387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9504386.000000 Penalty: 5544.591797
	Iteration 221Q: 3 clusters Score -9504386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9504385.000000 Penalty: 5544.591797
	Iteration 222Q: 3 clusters Score -9504385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9504388.000000 Penalty: 5544.591797
	Iteration 223Q: 3 clusters Score -9504388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9504385.000000 Penalty: 5544.591797
	Iteration 224Q: 3 clusters Score -9504385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9504379.000000 Penalty: 5544.591797
	Iteration 225Q: 3 clusters Score -9504379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9504388.000000 Penalty: 5544.591797
	Iteration 226Q: 3 clusters Score -9504388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9504387.000000 Penalty: 5544.591797
	Iteration 227Q: 3 clusters Score -9504387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9504387.000000 Penalty: 5544.591797
	Iteration 228Q: 3 clusters Score -9504387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9504389.000000 Penalty: 5544.591797
	Iteration 229Q: 3 clusters Score -9504389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9504390.000000 Penalty: 5544.591797
	Iteration 230Q: 3 clusters Score -9504390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9504388.000000 Penalty: 5544.591797
	Iteration 231Q: 3 clusters Score -9504388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9504392.000000 Penalty: 5544.591797
	Iteration 232Q: 3 clusters Score -9504392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9504400.000000 Penalty: 5544.591797
	Iteration 233Q: 3 clusters Score -9504400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9504398.000000 Penalty: 5544.591797
	Iteration 234Q: 3 clusters Score -9504398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9504397.000000 Penalty: 5544.591797
	Iteration 235Q: 3 clusters Score -9504397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9504397.000000 Penalty: 5544.591797
	Iteration 236F: 3 clusters Score -9504397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -253369.453125 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -253369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250743.468750 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -250743.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -251383.890625 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -251383.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251800.515625 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -251800.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252174.546875 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -252174.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -252508.250000 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -252508.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -252767.796875 Penalty: 3797.308594
	Iteration 5F: 3 clusters Score -252767.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -252895.296875 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -252895.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -252945.953125 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -252946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -252964.796875 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -252964.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -252977.937500 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -252977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -252985.890625 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -252985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252987.156250 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -252987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -252987.421875 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -252987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252988.671875 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -252988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -252989.500000 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -252989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252990.078125 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -252990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252990.078125 Penalty: 3797.308594
	Iteration 16F: 3 clusters Score -252990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -848464.000000 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -848464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -842891.437500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -842891.4 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -844392.750000 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -844392.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -844660.000000 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -844660 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -844855.000000 Penalty: 4367.912109
	Iteration 3F: 3 clusters Score -844855 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -845000.375000 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -845000.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -845123.250000 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -845123.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -845256.562500 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -845256.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -845416.500000 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -845416.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -845596.187500 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -845596.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -845836.312500 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -845836.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -846065.500000 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -846065.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -846296.000000 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -846296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -846508.687500 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -846508.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -846693.062500 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -846693.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -846818.562500 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -846818.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -846890.500000 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -846890.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -846927.625000 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -846927.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -846951.812500 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -846951.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -846967.187500 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -846967.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -846979.250000 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -846979.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -846990.500000 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -846990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -846994.625000 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -846994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -847000.187500 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -847000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -847000.812500 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -847000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -847003.562500 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -847003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -847004.062500 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -847004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -847004.312500 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -847004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -847006.375000 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -847006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -847010.187500 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -847010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -847013.062500 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -847013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -847011.875000 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -847011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -847014.437500 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -847014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -847017.937500 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -847017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -847018.500000 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -847018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -847022.250000 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -847022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -847020.500000 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -847020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -847020.812500 Penalty: 4367.912109
	Iteration 36Q: 3 clusters Score -847020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -847022.312500 Penalty: 4367.912109
	Iteration 37Q: 3 clusters Score -847022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -847023.312500 Penalty: 4367.912109
	Iteration 38Q: 3 clusters Score -847023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -847023.750000 Penalty: 4367.912109
	Iteration 39Q: 3 clusters Score -847023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -847025.812500 Penalty: 4367.912109
	Iteration 40F: 3 clusters Score -847025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -847026.500000 Penalty: 4367.912109
	Iteration 41Q: 3 clusters Score -847026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -847026.750000 Penalty: 4367.912109
	Iteration 42Q: 3 clusters Score -847026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -847026.750000 Penalty: 4367.912109
	Iteration 43F: 3 clusters Score -847026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -997847.937500 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -997847.9 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 3783 members 
Entering Unmasked Estep 
Score: -991735.437500 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -991735.4 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -993355.125000 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -993355.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -993637.125000 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -993637.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -993881.187500 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -993881.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -994130.687500 Penalty: 4429.590820
	Iteration 4Q: 3 clusters Score -994130.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -994418.937500 Penalty: 4429.590820
	Iteration 5F: 3 clusters Score -994418.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -994716.375000 Penalty: 4429.590820
	Iteration 6F: 3 clusters Score -994716.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -994997.875000 Penalty: 4429.590820
	Iteration 7F: 3 clusters Score -994997.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -995248.125000 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -995248.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -995456.937500 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -995456.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -995590.062500 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -995590.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -995671.625000 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -995671.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -995719.000000 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -995719 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -995754.750000 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -995754.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -995782.625000 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -995782.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -995805.375000 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -995805.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -995825.062500 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -995825.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -995834.187500 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -995834.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -995845.812500 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -995845.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -995853.562500 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -995853.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -995860.437500 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -995860.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -995864.312500 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -995864.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -995865.750000 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -995865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -995870.812500 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -995870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -995876.937500 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -995876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -995877.312500 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -995877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -995878.000000 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -995878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -995880.312500 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -995880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -995882.500000 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -995882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -995883.500000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -995883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -995882.187500 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -995882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -995886.125000 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -995886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -995885.062500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -995885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -995887.250000 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -995887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -995887.250000 Penalty: 4429.590820
	Iteration 34F: 3 clusters Score -995887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 217674 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 112006 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131803 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85966 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21978 members 
Mstep: Class 28 contains 91341 members 
Mstep: Class 29 contains 25193 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228069 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103520.000000 Penalty: 129890.000000
Iteration 439Q: 38 clusters Score -1.811035e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 217751 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 15231 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 112016 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131810 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 85972 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21979 members 
Mstep: Class 28 contains 91342 members 
Mstep: Class 29 contains 25077 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228079 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103424.000000 Penalty: 129890.000000
Iteration 440F: 38 clusters Score -1.811034e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 217854 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 11205 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 112022 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131811 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 85971 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21981 members 
Mstep: Class 28 contains 91343 members 
Mstep: Class 29 contains 24948 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228093 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103440.000000 Penalty: 129890.000000
Iteration 441Q: 38 clusters Score -1.811034e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 217912 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22019 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 112037 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131821 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 85979 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21983 members 
Mstep: Class 28 contains 91340 members 
Mstep: Class 29 contains 24839 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228112 members 
Mstep: Class 34 contains 71584 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103504.000000 Penalty: 129890.000000
Iteration 442Q: 38 clusters Score -1.811035e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 217971 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22020 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 112054 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131815 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 85985 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21984 members 
Mstep: Class 28 contains 91338 members 
Mstep: Class 29 contains 24746 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228127 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103504.000000 Penalty: 129890.000000
Iteration 443Q: 38 clusters Score -1.811035e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 218035 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22019 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 112065 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131807 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19033 members 
Mstep: Class 23 contains 85991 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21986 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 24656 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228141 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103536.000000 Penalty: 129890.000000
Iteration 444Q: 38 clusters Score -1.811035e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 218104 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 112083 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131785 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19036 members 
Mstep: Class 23 contains 85995 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21987 members 
Mstep: Class 28 contains 91334 members 
Mstep: Class 29 contains 24568 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228156 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103584.000000 Penalty: 129890.000000
Iteration 445Q: 38 clusters Score -1.811036e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 218173 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22021 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 112099 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131774 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19041 members 
Mstep: Class 23 contains 85996 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21990 members 
Mstep: Class 28 contains 91332 members 
Mstep: Class 29 contains 24475 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228170 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103616.000000 Penalty: 129890.000000
Iteration 446Q: 38 clusters Score -1.811036e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 218240 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22026 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 112113 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19045 members 
Mstep: Class 23 contains 85996 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21989 members 
Mstep: Class 28 contains 91331 members 
Mstep: Class 29 contains 24391 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228181 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103376.000000 Penalty: 129890.000000
Iteration 447Q: 38 clusters Score -1.811034e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 218320 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 112118 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131750 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19047 members 
Mstep: Class 23 contains 85995 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21991 members 
Mstep: Class 28 contains 91331 members 
Mstep: Class 29 contains 24300 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228191 members 
Mstep: Class 34 contains 71585 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103456.000000 Penalty: 129890.000000
Iteration 448Q: 38 clusters Score -1.811035e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 218385 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22029 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11208 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112130 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131735 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19049 members 
Mstep: Class 23 contains 85994 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21989 members 
Mstep: Class 28 contains 91330 members 
Mstep: Class 29 contains 24219 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228207 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103552.000000 Penalty: 129890.000000
Iteration 449Q: 38 clusters Score -1.811036e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 218437 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22032 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11209 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112145 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131720 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 85999 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21991 members 
Mstep: Class 28 contains 91329 members 
Mstep: Class 29 contains 24145 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228215 members 
Mstep: Class 34 contains 71586 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103392.000000 Penalty: 129890.000000
Iteration 450Q: 38 clusters Score -1.811034e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 218510 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22034 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11209 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112152 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131711 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19054 members 
Mstep: Class 23 contains 85998 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21992 members 
Mstep: Class 28 contains 91332 members 
Mstep: Class 29 contains 24061 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3478 members 
Mstep: Class 33 contains 228221 members 
Mstep: Class 34 contains 71588 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103440.000000 Penalty: 129890.000000
Iteration 451Q: 38 clusters Score -1.811034e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 218597 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22039 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11211 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112161 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131707 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19054 members 
Mstep: Class 23 contains 85998 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21993 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 23952 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228229 members 
Mstep: Class 34 contains 71589 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103312.000000 Penalty: 129890.000000
Iteration 452Q: 38 clusters Score -1.811033e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 218665 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 11213 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112171 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131701 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 85996 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21995 members 
Mstep: Class 28 contains 91334 members 
Mstep: Class 29 contains 23849 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 228257 members 
Mstep: Class 34 contains 71590 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103296.000000 Penalty: 129890.000000
Iteration 453Q: 38 clusters Score -1.811033e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 218742 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22043 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11214 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112184 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131694 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86001 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21993 members 
Mstep: Class 28 contains 91334 members 
Mstep: Class 29 contains 23736 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 228276 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103344.000000 Penalty: 129890.000000
Iteration 454Q: 38 clusters Score -1.811033e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 218815 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11216 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17667 members 
Mstep: Class 17 contains 112197 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131675 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86006 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21994 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 23648 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 228290 members 
Mstep: Class 34 contains 71594 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103360.000000 Penalty: 129890.000000
Iteration 455Q: 38 clusters Score -1.811034e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 218891 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17667 members 
Mstep: Class 17 contains 112210 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131663 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86010 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21996 members 
Mstep: Class 28 contains 91338 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228305 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103392.000000 Penalty: 129890.000000
Iteration 456Q: 38 clusters Score -1.811034e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 218966 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22039 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112224 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131660 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86013 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21998 members 
Mstep: Class 28 contains 91337 members 
Mstep: Class 29 contains 23437 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228327 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103248.000000 Penalty: 129890.000000
Iteration 457Q: 38 clusters Score -1.811032e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 219014 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 11219 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112247 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131652 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 86013 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 23347 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228344 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103264.000000 Penalty: 129890.000000
Iteration 458Q: 38 clusters Score -1.811033e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 219058 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22048 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8453 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11218 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112268 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131647 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86015 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91334 members 
Mstep: Class 29 contains 23264 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228363 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103152.000000 Penalty: 129890.000000
Iteration 459Q: 38 clusters Score -1.811032e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 219111 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22051 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 11219 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112286 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131642 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 86019 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22002 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 23171 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228382 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103136.000000 Penalty: 129890.000000
Iteration 460F: 38 clusters Score -1.811031e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 219162 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22051 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11220 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112307 members 
Mstep: Class 18 contains 126953 members 
Mstep: Class 19 contains 131637 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 86021 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22006 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 23081 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228391 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103104.000000 Penalty: 129890.000000
Iteration 461Q: 38 clusters Score -1.811031e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60853 members 
Mstep: Class 6 contains 219210 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 22047 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 112326 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131637 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 86026 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22006 members 
Mstep: Class 28 contains 91332 members 
Mstep: Class 29 contains 22993 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228402 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103232.000000 Penalty: 129890.000000
Iteration 462Q: 38 clusters Score -1.811032e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 219254 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 11226 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112350 members 
Mstep: Class 18 contains 126954 members 
Mstep: Class 19 contains 131647 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19054 members 
Mstep: Class 23 contains 86035 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22007 members 
Mstep: Class 28 contains 91332 members 
Mstep: Class 29 contains 22882 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228422 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103248.000000 Penalty: 129890.000000
Iteration 463Q: 38 clusters Score -1.811032e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 219308 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 11229 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112373 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131645 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19054 members 
Mstep: Class 23 contains 86039 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22006 members 
Mstep: Class 28 contains 91333 members 
Mstep: Class 29 contains 22789 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228430 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103248.000000 Penalty: 129890.000000
Iteration 464Q: 38 clusters Score -1.811032e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 219367 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22045 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11231 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112389 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131646 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19054 members 
Mstep: Class 23 contains 86040 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22006 members 
Mstep: Class 28 contains 91334 members 
Mstep: Class 29 contains 22700 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228437 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103232.000000 Penalty: 129890.000000
Iteration 465Q: 38 clusters Score -1.811032e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 219431 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 15237 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112401 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131644 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 86043 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22007 members 
Mstep: Class 28 contains 91337 members 
Mstep: Class 29 contains 22612 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228441 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103248.000000 Penalty: 129890.000000
Iteration 466Q: 38 clusters Score -1.811032e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 219493 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22050 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 112413 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131643 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 86043 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22004 members 
Mstep: Class 28 contains 91341 members 
Mstep: Class 29 contains 22523 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 228443 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103200.000000 Penalty: 129890.000000
Iteration 467Q: 38 clusters Score -1.811032e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 219549 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22052 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11236 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 112427 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131645 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 86044 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22004 members 
Mstep: Class 28 contains 91344 members 
Mstep: Class 29 contains 22439 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 228443 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103120.000000 Penalty: 129890.000000
Iteration 468Q: 38 clusters Score -1.811031e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 219598 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 112439 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131643 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 86045 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22004 members 
Mstep: Class 28 contains 91344 members 
Mstep: Class 29 contains 22364 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 228459 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102992.000000 Penalty: 129890.000000
Iteration 469Q: 38 clusters Score -1.81103e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60848 members 
Mstep: Class 6 contains 219645 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22058 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11238 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112450 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131652 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 86050 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22002 members 
Mstep: Class 28 contains 91344 members 
Mstep: Class 29 contains 22284 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 228464 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102960.000000 Penalty: 129890.000000
Iteration 470Q: 38 clusters Score -1.81103e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 219697 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 13 contains 15237 members 
Mstep: Class 14 contains 11238 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112462 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131658 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 23 contains 86051 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22002 members 
Mstep: Class 28 contains 91344 members 
Mstep: Class 29 contains 22199 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228471 members 
Mstep: Class 34 contains 71599 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103008.000000 Penalty: 129890.000000
Iteration 471Q: 38 clusters Score -1.81103e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 219733 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 13 contains 15237 members 
Mstep: Class 14 contains 11239 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112482 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131662 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 86052 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91345 members 
Mstep: Class 29 contains 22121 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228484 members 
Mstep: Class 34 contains 71599 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103184.000000 Penalty: 129890.000000
Iteration 472Q: 38 clusters Score -1.811032e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12577 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 219768 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22059 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112500 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131662 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 86058 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22000 members 
Mstep: Class 28 contains 91347 members 
Mstep: Class 29 contains 22045 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228499 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103120.000000 Penalty: 129890.000000
Iteration 473Q: 38 clusters Score -1.811031e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60849 members 
Mstep: Class 6 contains 219834 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 11241 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112516 members 
Mstep: Class 18 contains 126957 members 
Mstep: Class 19 contains 131649 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 86062 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21999 members 
Mstep: Class 28 contains 91348 members 
Mstep: Class 29 contains 21961 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228501 members 
Mstep: Class 34 contains 71597 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103120.000000 Penalty: 129890.000000
Iteration 474Q: 38 clusters Score -1.811031e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 219899 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22065 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112522 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131646 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 86066 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91348 members 
Mstep: Class 29 contains 21878 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228508 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102928.000000 Penalty: 129890.000000
Iteration 475Q: 38 clusters Score -1.811029e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60847 members 
Mstep: Class 6 contains 219969 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 15241 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112537 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131644 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 86067 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91350 members 
Mstep: Class 29 contains 21777 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228513 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102912.000000 Penalty: 129890.000000
Iteration 476Q: 38 clusters Score -1.811029e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 220055 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22069 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 112554 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131639 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 86074 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91353 members 
Mstep: Class 29 contains 21664 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228518 members 
Mstep: Class 34 contains 71595 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102896.000000 Penalty: 129890.000000
Iteration 477Q: 38 clusters Score -1.811029e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60846 members 
Mstep: Class 6 contains 220138 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 112565 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131637 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 86079 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22002 members 
Mstep: Class 28 contains 91354 members 
Mstep: Class 29 contains 21554 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228525 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102928.000000 Penalty: 129890.000000
Iteration 478Q: 38 clusters Score -1.811029e+08 nChanged 199
Entering ConstructFrom: 
Score: -181102928.000000 Penalty: 129890.000000
Entering ConstructFrom: 
Trying to split cluster 1 (31576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Entering Unmasked Estep 
Score: -4134459.250000 Penalty: 2569.317871
	Iteration 0F: 2 clusters Score -4134459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -4112884.000000 Penalty: 5138.635742
	Iteration 0F: 3 clusters Score -4112884 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4120593.000000 Penalty: 5138.635742
	Iteration 1F: 3 clusters Score -4120593 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4121156.500000 Penalty: 5138.635742
	Iteration 2Q: 3 clusters Score -4121156 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4121763.750000 Penalty: 5138.635742
	Iteration 3Q: 3 clusters Score -4121764 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4122569.750000 Penalty: 5138.635742
	Iteration 4Q: 3 clusters Score -4122570 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4123645.750000 Penalty: 5138.635742
	Iteration 5F: 3 clusters Score -4123646 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4124927.500000 Penalty: 5138.635742
	Iteration 6F: 3 clusters Score -4124928 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4126401.250000 Penalty: 5138.635742
	Iteration 7F: 3 clusters Score -4126401 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4127797.250000 Penalty: 5138.635742
	Iteration 8F: 3 clusters Score -4127797 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4128941.750000 Penalty: 5138.635742
	Iteration 9Q: 3 clusters Score -4128942 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4129859.250000 Penalty: 5138.635742
	Iteration 10Q: 3 clusters Score -4129859 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4130525.750000 Penalty: 5138.635742
	Iteration 11Q: 3 clusters Score -4130526 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4131051.250000 Penalty: 5138.635742
	Iteration 12Q: 3 clusters Score -4131051 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4131413.250000 Penalty: 5138.635742
	Iteration 13Q: 3 clusters Score -4131413 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4131674.750000 Penalty: 5138.635742
	Iteration 14Q: 3 clusters Score -4131675 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4131844.000000 Penalty: 5138.635742
	Iteration 15Q: 3 clusters Score -4131844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4131950.000000 Penalty: 5138.635742
	Iteration 16Q: 3 clusters Score -4131950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4132031.250000 Penalty: 5138.635742
	Iteration 17Q: 3 clusters Score -4132031 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4132086.000000 Penalty: 5138.635742
	Iteration 18Q: 3 clusters Score -4132086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4132122.250000 Penalty: 5138.635742
	Iteration 19Q: 3 clusters Score -4132122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4132149.750000 Penalty: 5138.635742
	Iteration 20F: 3 clusters Score -4132150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4132174.250000 Penalty: 5138.635742
	Iteration 21Q: 3 clusters Score -4132174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4132189.500000 Penalty: 5138.635742
	Iteration 22Q: 3 clusters Score -4132190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4132206.500000 Penalty: 5138.635742
	Iteration 23Q: 3 clusters Score -4132206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4132223.500000 Penalty: 5138.635742
	Iteration 24Q: 3 clusters Score -4132224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4132238.000000 Penalty: 5138.635742
	Iteration 25Q: 3 clusters Score -4132238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4132238.500000 Penalty: 5138.635742
	Iteration 26Q: 3 clusters Score -4132238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4132247.250000 Penalty: 5138.635742
	Iteration 27Q: 3 clusters Score -4132247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4132250.250000 Penalty: 5138.635742
	Iteration 28Q: 3 clusters Score -4132250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4132258.250000 Penalty: 5138.635742
	Iteration 29Q: 3 clusters Score -4132258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4132262.250000 Penalty: 5138.635742
	Iteration 30Q: 3 clusters Score -4132262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -4132266.000000 Penalty: 5138.635742
	Iteration 31Q: 3 clusters Score -4132266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4132264.250000 Penalty: 5138.635742
	Iteration 32Q: 3 clusters Score -4132264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4132270.500000 Penalty: 5138.635742
	Iteration 33Q: 3 clusters Score -4132270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4132276.500000 Penalty: 5138.635742
	Iteration 34Q: 3 clusters Score -4132276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4132276.250000 Penalty: 5138.635742
	Iteration 35Q: 3 clusters Score -4132276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4132278.500000 Penalty: 5138.635742
	Iteration 36Q: 3 clusters Score -4132278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4132278.750000 Penalty: 5138.635742
	Iteration 37Q: 3 clusters Score -4132279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4132278.000000 Penalty: 5138.635742
	Iteration 38Q: 3 clusters Score -4132278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4132278.000000 Penalty: 5138.635742
	Iteration 39F: 3 clusters Score -4132278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -373857.781250 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -373857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -370458.531250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -370458.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -371307.562500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -371307.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -371748.718750 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -371748.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -372146.437500 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -372146.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -372471.843750 Penalty: 4011.926758
	Iteration 4F: 3 clusters Score -372471.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -372706.281250 Penalty: 4011.926758
	Iteration 5F: 3 clusters Score -372706.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -372852.437500 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -372852.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -372935.375000 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -372935.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -372990.656250 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -372990.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -373049.750000 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -373049.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -373100.593750 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -373100.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -373140.562500 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -373140.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -373168.187500 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -373168.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -373193.000000 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -373193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -373206.187500 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -373206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -373215.312500 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -373215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -373221.281250 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -373221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -373226.156250 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -373226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -373231.062500 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -373231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -373234.125000 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -373234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -373244.093750 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -373244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -373249.156250 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -373249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -373254.093750 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -373254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -373256.781250 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -373256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373258.375000 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -373258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -373259.531250 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -373259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -373259.531250 Penalty: 4011.926758
	Iteration 26F: 3 clusters Score -373259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79167.281250 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79167.28 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 325 members 
Entering Unmasked Estep 
Score: -77509.859375 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -77509.86 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77700.492188 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -77700.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77748.257812 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -77748.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77777.882812 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -77777.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77790.390625 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -77790.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77803.109375 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -77803.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77811.125000 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -77811.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77811.125000 Penalty: 3186.735107
	Iteration 7F: 3 clusters Score -77811.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Entering Unmasked Estep 
Score: -1654093.500000 Penalty: 2341.007324
	Iteration 0F: 2 clusters Score -1654094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1644804.000000 Penalty: 4682.014648
	Iteration 0F: 3 clusters Score -1644804 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1647649.500000 Penalty: 4682.014648
	Iteration 1F: 3 clusters Score -1647650 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1648016.375000 Penalty: 4682.014648
	Iteration 2F: 3 clusters Score -1648016 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1648293.250000 Penalty: 4682.014648
	Iteration 3F: 3 clusters Score -1648293 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1648534.625000 Penalty: 4682.014648
	Iteration 4Q: 3 clusters Score -1648535 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1648747.250000 Penalty: 4682.014648
	Iteration 5Q: 3 clusters Score -1648747 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1648961.000000 Penalty: 4682.014648
	Iteration 6Q: 3 clusters Score -1648961 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1649224.750000 Penalty: 4682.014648
	Iteration 7Q: 3 clusters Score -1649225 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1649485.875000 Penalty: 4682.014648
	Iteration 8Q: 3 clusters Score -1649486 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1649776.250000 Penalty: 4682.014648
	Iteration 9Q: 3 clusters Score -1649776 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1650103.125000 Penalty: 4682.014648
	Iteration 10Q: 3 clusters Score -1650103 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1650464.625000 Penalty: 4682.014648
	Iteration 11Q: 3 clusters Score -1650465 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1650773.750000 Penalty: 4682.014648
	Iteration 12Q: 3 clusters Score -1650774 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1651101.000000 Penalty: 4682.014648
	Iteration 13Q: 3 clusters Score -1651101 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1651345.750000 Penalty: 4682.014648
	Iteration 14Q: 3 clusters Score -1651346 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1651547.875000 Penalty: 4682.014648
	Iteration 15Q: 3 clusters Score -1651548 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1651728.500000 Penalty: 4682.014648
	Iteration 16Q: 3 clusters Score -1651728 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1651861.875000 Penalty: 4682.014648
	Iteration 17Q: 3 clusters Score -1651862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1651951.125000 Penalty: 4682.014648
	Iteration 18Q: 3 clusters Score -1651951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1652013.000000 Penalty: 4682.014648
	Iteration 19Q: 3 clusters Score -1652013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1652037.625000 Penalty: 4682.014648
	Iteration 20F: 3 clusters Score -1652038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1652070.750000 Penalty: 4682.014648
	Iteration 21Q: 3 clusters Score -1652071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1652096.500000 Penalty: 4682.014648
	Iteration 22Q: 3 clusters Score -1652096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1652104.875000 Penalty: 4682.014648
	Iteration 23Q: 3 clusters Score -1652105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1652108.625000 Penalty: 4682.014648
	Iteration 24Q: 3 clusters Score -1652109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1652112.625000 Penalty: 4682.014648
	Iteration 25Q: 3 clusters Score -1652113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1652116.375000 Penalty: 4682.014648
	Iteration 26Q: 3 clusters Score -1652116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1652118.375000 Penalty: 4682.014648
	Iteration 27Q: 3 clusters Score -1652118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1652118.500000 Penalty: 4682.014648
	Iteration 28Q: 3 clusters Score -1652118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1652116.750000 Penalty: 4682.014648
	Iteration 29Q: 3 clusters Score -1652117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1652116.750000 Penalty: 4682.014648
	Iteration 30F: 3 clusters Score -1652117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Entering Unmasked Estep 
Score: -8042201.500000 Penalty: 2731.980957
	Iteration 0F: 2 clusters Score -8042202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -8001406.500000 Penalty: 5463.961914
	Iteration 0F: 3 clusters Score -8001406 nChanged 28436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8017177.500000 Penalty: 5463.961914
	Iteration 1F: 3 clusters Score -8017178 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -8017768.500000 Penalty: 5463.961914
	Iteration 2Q: 3 clusters Score -8017768 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -8018534.000000 Penalty: 5463.961914
	Iteration 3Q: 3 clusters Score -8018534 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -8019312.000000 Penalty: 5463.961914
	Iteration 4Q: 3 clusters Score -8019312 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8020061.500000 Penalty: 5463.961914
	Iteration 5Q: 3 clusters Score -8020062 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8020797.000000 Penalty: 5463.961914
	Iteration 6Q: 3 clusters Score -8020797 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -8021608.000000 Penalty: 5463.961914
	Iteration 7Q: 3 clusters Score -8021608 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -8022563.500000 Penalty: 5463.961914
	Iteration 8Q: 3 clusters Score -8022564 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -8023634.500000 Penalty: 5463.961914
	Iteration 9Q: 3 clusters Score -8023634 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8025071.000000 Penalty: 5463.961914
	Iteration 10Q: 3 clusters Score -8025071 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -8026943.000000 Penalty: 5463.961914
	Iteration 11F: 3 clusters Score -8026943 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -8029343.000000 Penalty: 5463.961914
	Iteration 12F: 3 clusters Score -8029343 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -8031778.000000 Penalty: 5463.961914
	Iteration 13F: 3 clusters Score -8031778 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -8033998.500000 Penalty: 5463.961914
	Iteration 14Q: 3 clusters Score -8033998 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8035818.000000 Penalty: 5463.961914
	Iteration 15Q: 3 clusters Score -8035818 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8037182.500000 Penalty: 5463.961914
	Iteration 16Q: 3 clusters Score -8037182 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -8038301.000000 Penalty: 5463.961914
	Iteration 17Q: 3 clusters Score -8038301 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8039047.000000 Penalty: 5463.961914
	Iteration 18Q: 3 clusters Score -8039047 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8039655.000000 Penalty: 5463.961914
	Iteration 19Q: 3 clusters Score -8039655 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8040093.500000 Penalty: 5463.961914
	Iteration 20F: 3 clusters Score -8040094 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8040368.000000 Penalty: 5463.961914
	Iteration 21Q: 3 clusters Score -8040368 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8040580.500000 Penalty: 5463.961914
	Iteration 22Q: 3 clusters Score -8040580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8040747.000000 Penalty: 5463.961914
	Iteration 23Q: 3 clusters Score -8040747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8040818.500000 Penalty: 5463.961914
	Iteration 24Q: 3 clusters Score -8040818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8040903.500000 Penalty: 5463.961914
	Iteration 25Q: 3 clusters Score -8040904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8040993.000000 Penalty: 5463.961914
	Iteration 26Q: 3 clusters Score -8040993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8041050.000000 Penalty: 5463.961914
	Iteration 27Q: 3 clusters Score -8041050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8041082.500000 Penalty: 5463.961914
	Iteration 28Q: 3 clusters Score -8041082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8041151.000000 Penalty: 5463.961914
	Iteration 29Q: 3 clusters Score -8041151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8041209.000000 Penalty: 5463.961914
	Iteration 30Q: 3 clusters Score -8041209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8041266.500000 Penalty: 5463.961914
	Iteration 31Q: 3 clusters Score -8041266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8041314.000000 Penalty: 5463.961914
	Iteration 32Q: 3 clusters Score -8041314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8041329.500000 Penalty: 5463.961914
	Iteration 33Q: 3 clusters Score -8041330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8041336.000000 Penalty: 5463.961914
	Iteration 34Q: 3 clusters Score -8041336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8041333.000000 Penalty: 5463.961914
	Iteration 35Q: 3 clusters Score -8041333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8041332.000000 Penalty: 5463.961914
	Iteration 36Q: 3 clusters Score -8041332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8041339.000000 Penalty: 5463.961914
	Iteration 37Q: 3 clusters Score -8041339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8041339.500000 Penalty: 5463.961914
	Iteration 38Q: 3 clusters Score -8041340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8041336.500000 Penalty: 5463.961914
	Iteration 39Q: 3 clusters Score -8041336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8041344.500000 Penalty: 5463.961914
	Iteration 40F: 3 clusters Score -8041344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8041343.000000 Penalty: 5463.961914
	Iteration 41Q: 3 clusters Score -8041343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8041343.000000 Penalty: 5463.961914
	Iteration 42F: 3 clusters Score -8041343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220207 members 
Entering Unmasked Estep 
Score: -29531350.000000 Penalty: 3050.976074
	Iteration 0F: 2 clusters Score -2.953135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 110105 members 
Entering Unmasked Estep 
Score: -29412704.000000 Penalty: 6101.952148
	Iteration 0F: 3 clusters Score -2.94127e+07 nChanged 106363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110543 members 
Mstep: Class 2 contains 109664 members 
Entering Unmasked Estep 
Score: -29475098.000000 Penalty: 6101.952148
	Iteration 1F: 3 clusters Score -2.94751e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -29476292.000000 Penalty: 6101.952148
	Iteration 2Q: 3 clusters Score -2.947629e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -29477590.000000 Penalty: 6101.952148
	Iteration 3Q: 3 clusters Score -2.947759e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -29479796.000000 Penalty: 6101.952148
	Iteration 4Q: 3 clusters Score -2.94798e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -29482874.000000 Penalty: 6101.952148
	Iteration 5Q: 3 clusters Score -2.948287e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -29487250.000000 Penalty: 6101.952148
	Iteration 6Q: 3 clusters Score -2.948725e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -29492352.000000 Penalty: 6101.952148
	Iteration 7F: 3 clusters Score -2.949235e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -29498084.000000 Penalty: 6101.952148
	Iteration 8F: 3 clusters Score -2.949808e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -29504632.000000 Penalty: 6101.952148
	Iteration 9F: 3 clusters Score -2.950463e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141002 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -29512470.000000 Penalty: 6101.952148
	Iteration 10F: 3 clusters Score -2.951247e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -29519970.000000 Penalty: 6101.952148
	Iteration 11F: 3 clusters Score -2.951997e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150013 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -29524024.000000 Penalty: 6101.952148
	Iteration 12Q: 3 clusters Score -2.952402e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -29525680.000000 Penalty: 6101.952148
	Iteration 13Q: 3 clusters Score -2.952568e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -29526278.000000 Penalty: 6101.952148
	Iteration 14Q: 3 clusters Score -2.952628e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -29526582.000000 Penalty: 6101.952148
	Iteration 15Q: 3 clusters Score -2.952658e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -29526666.000000 Penalty: 6101.952148
	Iteration 16Q: 3 clusters Score -2.952667e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -29526838.000000 Penalty: 6101.952148
	Iteration 17Q: 3 clusters Score -2.952684e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167121 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -29527090.000000 Penalty: 6101.952148
	Iteration 18Q: 3 clusters Score -2.952709e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -29527278.000000 Penalty: 6101.952148
	Iteration 19Q: 3 clusters Score -2.952728e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -29527418.000000 Penalty: 6101.952148
	Iteration 20F: 3 clusters Score -2.952742e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -29527444.000000 Penalty: 6101.952148
	Iteration 21Q: 3 clusters Score -2.952744e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -29527316.000000 Penalty: 6101.952148
	Iteration 22Q: 3 clusters Score -2.952732e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -29527206.000000 Penalty: 6101.952148
	Iteration 23Q: 3 clusters Score -2.952721e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178066 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -29527026.000000 Penalty: 6101.952148
	Iteration 24Q: 3 clusters Score -2.952703e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -29526972.000000 Penalty: 6101.952148
	Iteration 25Q: 3 clusters Score -2.952697e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -29526810.000000 Penalty: 6101.952148
	Iteration 26Q: 3 clusters Score -2.952681e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181741 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -29526542.000000 Penalty: 6101.952148
	Iteration 27Q: 3 clusters Score -2.952654e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182830 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -29526492.000000 Penalty: 6101.952148
	Iteration 28Q: 3 clusters Score -2.952649e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183813 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -29526434.000000 Penalty: 6101.952148
	Iteration 29Q: 3 clusters Score -2.952643e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184722 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -29526450.000000 Penalty: 6101.952148
	Iteration 30Q: 3 clusters Score -2.952645e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185569 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -29526346.000000 Penalty: 6101.952148
	Iteration 31Q: 3 clusters Score -2.952635e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -29526356.000000 Penalty: 6101.952148
	Iteration 32Q: 3 clusters Score -2.952636e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -29526300.000000 Penalty: 6101.952148
	Iteration 33Q: 3 clusters Score -2.95263e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187618 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -29526092.000000 Penalty: 6101.952148
	Iteration 34Q: 3 clusters Score -2.952609e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188216 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -29526116.000000 Penalty: 6101.952148
	Iteration 35Q: 3 clusters Score -2.952612e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188780 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -29526128.000000 Penalty: 6101.952148
	Iteration 36Q: 3 clusters Score -2.952613e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189299 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -29526064.000000 Penalty: 6101.952148
	Iteration 37Q: 3 clusters Score -2.952606e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -29526054.000000 Penalty: 6101.952148
	Iteration 38Q: 3 clusters Score -2.952605e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190290 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -29526108.000000 Penalty: 6101.952148
	Iteration 39Q: 3 clusters Score -2.952611e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190775 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -29525932.000000 Penalty: 6101.952148
	Iteration 40F: 3 clusters Score -2.952593e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -29525892.000000 Penalty: 6101.952148
	Iteration 41Q: 3 clusters Score -2.952589e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191692 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -29525920.000000 Penalty: 6101.952148
	Iteration 42Q: 3 clusters Score -2.952592e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -29525932.000000 Penalty: 6101.952148
	Iteration 43Q: 3 clusters Score -2.952593e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192434 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -29525906.000000 Penalty: 6101.952148
	Iteration 44Q: 3 clusters Score -2.952591e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -29525938.000000 Penalty: 6101.952148
	Iteration 45Q: 3 clusters Score -2.952594e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193001 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -29525990.000000 Penalty: 6101.952148
	Iteration 46Q: 3 clusters Score -2.952599e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -29526042.000000 Penalty: 6101.952148
	Iteration 47Q: 3 clusters Score -2.952604e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -29526038.000000 Penalty: 6101.952148
	Iteration 48Q: 3 clusters Score -2.952604e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -29526000.000000 Penalty: 6101.952148
	Iteration 49Q: 3 clusters Score -2.9526e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -29526050.000000 Penalty: 6101.952148
	Iteration 50Q: 3 clusters Score -2.952605e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194286 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -29526032.000000 Penalty: 6101.952148
	Iteration 51Q: 3 clusters Score -2.952603e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194501 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -29526050.000000 Penalty: 6101.952148
	Iteration 52Q: 3 clusters Score -2.952605e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194710 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -29526088.000000 Penalty: 6101.952148
	Iteration 53Q: 3 clusters Score -2.952609e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194926 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -29526036.000000 Penalty: 6101.952148
	Iteration 54Q: 3 clusters Score -2.952604e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195140 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -29525996.000000 Penalty: 6101.952148
	Iteration 55Q: 3 clusters Score -2.9526e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -29525908.000000 Penalty: 6101.952148
	Iteration 56Q: 3 clusters Score -2.952591e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195556 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -29525808.000000 Penalty: 6101.952148
	Iteration 57Q: 3 clusters Score -2.952581e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195772 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -29525826.000000 Penalty: 6101.952148
	Iteration 58Q: 3 clusters Score -2.952583e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195999 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -29525742.000000 Penalty: 6101.952148
	Iteration 59Q: 3 clusters Score -2.952574e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196217 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -29525800.000000 Penalty: 6101.952148
	Iteration 60F: 3 clusters Score -2.95258e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -29525780.000000 Penalty: 6101.952148
	Iteration 61Q: 3 clusters Score -2.952578e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -29525694.000000 Penalty: 6101.952148
	Iteration 62Q: 3 clusters Score -2.952569e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196929 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -29525774.000000 Penalty: 6101.952148
	Iteration 63Q: 3 clusters Score -2.952577e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -29525750.000000 Penalty: 6101.952148
	Iteration 64Q: 3 clusters Score -2.952575e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197544 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -29525704.000000 Penalty: 6101.952148
	Iteration 65Q: 3 clusters Score -2.95257e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197838 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -29525678.000000 Penalty: 6101.952148
	Iteration 66Q: 3 clusters Score -2.952568e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198109 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -29525600.000000 Penalty: 6101.952148
	Iteration 67Q: 3 clusters Score -2.95256e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -29525518.000000 Penalty: 6101.952148
	Iteration 68Q: 3 clusters Score -2.952552e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198650 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -29525448.000000 Penalty: 6101.952148
	Iteration 69Q: 3 clusters Score -2.952545e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198917 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -29525474.000000 Penalty: 6101.952148
	Iteration 70Q: 3 clusters Score -2.952547e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199187 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -29525418.000000 Penalty: 6101.952148
	Iteration 71Q: 3 clusters Score -2.952542e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199458 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -29525384.000000 Penalty: 6101.952148
	Iteration 72Q: 3 clusters Score -2.952538e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -29525396.000000 Penalty: 6101.952148
	Iteration 73Q: 3 clusters Score -2.95254e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199984 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -29525382.000000 Penalty: 6101.952148
	Iteration 74Q: 3 clusters Score -2.952538e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200265 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -29525376.000000 Penalty: 6101.952148
	Iteration 75Q: 3 clusters Score -2.952538e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -29525378.000000 Penalty: 6101.952148
	Iteration 76Q: 3 clusters Score -2.952538e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200937 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -29525380.000000 Penalty: 6101.952148
	Iteration 77Q: 3 clusters Score -2.952538e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201306 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -29525492.000000 Penalty: 6101.952148
	Iteration 78Q: 3 clusters Score -2.952549e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201671 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -29525486.000000 Penalty: 6101.952148
	Iteration 79Q: 3 clusters Score -2.952549e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202033 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -29525480.000000 Penalty: 6101.952148
	Iteration 80F: 3 clusters Score -2.952548e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202389 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -29525476.000000 Penalty: 6101.952148
	Iteration 81Q: 3 clusters Score -2.952548e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202779 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -29525496.000000 Penalty: 6101.952148
	Iteration 82Q: 3 clusters Score -2.95255e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203190 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -29525476.000000 Penalty: 6101.952148
	Iteration 83Q: 3 clusters Score -2.952548e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203616 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -29525454.000000 Penalty: 6101.952148
	Iteration 84Q: 3 clusters Score -2.952545e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204060 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -29525502.000000 Penalty: 6101.952148
	Iteration 85Q: 3 clusters Score -2.95255e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204528 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -29525472.000000 Penalty: 6101.952148
	Iteration 86Q: 3 clusters Score -2.952547e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -29525570.000000 Penalty: 6101.952148
	Iteration 87Q: 3 clusters Score -2.952557e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205503 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -29525630.000000 Penalty: 6101.952148
	Iteration 88Q: 3 clusters Score -2.952563e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205977 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -29525632.000000 Penalty: 6101.952148
	Iteration 89Q: 3 clusters Score -2.952563e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206458 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -29525756.000000 Penalty: 6101.952148
	Iteration 90Q: 3 clusters Score -2.952576e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206939 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -29525766.000000 Penalty: 6101.952148
	Iteration 91Q: 3 clusters Score -2.952577e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207407 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -29525804.000000 Penalty: 6101.952148
	Iteration 92Q: 3 clusters Score -2.95258e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207917 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -29525846.000000 Penalty: 6101.952148
	Iteration 93Q: 3 clusters Score -2.952585e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208459 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -29525990.000000 Penalty: 6101.952148
	Iteration 94Q: 3 clusters Score -2.952599e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209004 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -29526110.000000 Penalty: 6101.952148
	Iteration 95Q: 3 clusters Score -2.952611e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209552 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -29526176.000000 Penalty: 6101.952148
	Iteration 96Q: 3 clusters Score -2.952618e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210140 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -29526238.000000 Penalty: 6101.952148
	Iteration 97Q: 3 clusters Score -2.952624e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210708 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -29526328.000000 Penalty: 6101.952148
	Iteration 98Q: 3 clusters Score -2.952633e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211257 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -29526412.000000 Penalty: 6101.952148
	Iteration 99Q: 3 clusters Score -2.952641e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211819 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -29526488.000000 Penalty: 6101.952148
	Iteration 100F: 3 clusters Score -2.952649e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212396 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -29526600.000000 Penalty: 6101.952148
	Iteration 101Q: 3 clusters Score -2.95266e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212930 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -29526706.000000 Penalty: 6101.952148
	Iteration 102Q: 3 clusters Score -2.952671e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213451 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -29526812.000000 Penalty: 6101.952148
	Iteration 103Q: 3 clusters Score -2.952681e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213988 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -29526926.000000 Penalty: 6101.952148
	Iteration 104Q: 3 clusters Score -2.952693e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214510 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -29527042.000000 Penalty: 6101.952148
	Iteration 105Q: 3 clusters Score -2.952704e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214996 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -29527112.000000 Penalty: 6101.952148
	Iteration 106Q: 3 clusters Score -2.952711e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215464 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -29527244.000000 Penalty: 6101.952148
	Iteration 107Q: 3 clusters Score -2.952724e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -29527412.000000 Penalty: 6101.952148
	Iteration 108Q: 3 clusters Score -2.952741e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216282 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -29527688.000000 Penalty: 6101.952148
	Iteration 109Q: 3 clusters Score -2.952769e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216638 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -29527818.000000 Penalty: 6101.952148
	Iteration 110Q: 3 clusters Score -2.952782e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216943 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -29527898.000000 Penalty: 6101.952148
	Iteration 111Q: 3 clusters Score -2.95279e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -29527968.000000 Penalty: 6101.952148
	Iteration 112Q: 3 clusters Score -2.952797e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217480 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -29528026.000000 Penalty: 6101.952148
	Iteration 113Q: 3 clusters Score -2.952803e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217704 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -29528114.000000 Penalty: 6101.952148
	Iteration 114Q: 3 clusters Score -2.952811e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217892 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -29528232.000000 Penalty: 6101.952148
	Iteration 115Q: 3 clusters Score -2.952823e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218077 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -29528358.000000 Penalty: 6101.952148
	Iteration 116Q: 3 clusters Score -2.952836e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218248 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -29528450.000000 Penalty: 6101.952148
	Iteration 117Q: 3 clusters Score -2.952845e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218387 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -29528484.000000 Penalty: 6101.952148
	Iteration 118Q: 3 clusters Score -2.952848e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218496 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -29528490.000000 Penalty: 6101.952148
	Iteration 119Q: 3 clusters Score -2.952849e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218597 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -29528510.000000 Penalty: 6101.952148
	Iteration 120F: 3 clusters Score -2.952851e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218691 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -29528556.000000 Penalty: 6101.952148
	Iteration 121Q: 3 clusters Score -2.952856e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218772 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -29528600.000000 Penalty: 6101.952148
	Iteration 122Q: 3 clusters Score -2.95286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -29528672.000000 Penalty: 6101.952148
	Iteration 123Q: 3 clusters Score -2.952867e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -29528698.000000 Penalty: 6101.952148
	Iteration 124Q: 3 clusters Score -2.95287e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218988 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -29528730.000000 Penalty: 6101.952148
	Iteration 125Q: 3 clusters Score -2.952873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219041 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29528762.000000 Penalty: 6101.952148
	Iteration 126Q: 3 clusters Score -2.952876e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219082 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -29528774.000000 Penalty: 6101.952148
	Iteration 127Q: 3 clusters Score -2.952877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219115 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -29528790.000000 Penalty: 6101.952148
	Iteration 128Q: 3 clusters Score -2.952879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219145 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -29528790.000000 Penalty: 6101.952148
	Iteration 129Q: 3 clusters Score -2.952879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219167 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -29528786.000000 Penalty: 6101.952148
	Iteration 130Q: 3 clusters Score -2.952879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219182 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -29528770.000000 Penalty: 6101.952148
	Iteration 131Q: 3 clusters Score -2.952877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219198 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -29528810.000000 Penalty: 6101.952148
	Iteration 132Q: 3 clusters Score -2.952881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219215 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -29528810.000000 Penalty: 6101.952148
	Iteration 133Q: 3 clusters Score -2.952881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219229 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -29528822.000000 Penalty: 6101.952148
	Iteration 134Q: 3 clusters Score -2.952882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219236 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -29528834.000000 Penalty: 6101.952148
	Iteration 135Q: 3 clusters Score -2.952883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -29528824.000000 Penalty: 6101.952148
	Iteration 136Q: 3 clusters Score -2.952882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219245 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -29528830.000000 Penalty: 6101.952148
	Iteration 137Q: 3 clusters Score -2.952883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219247 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -29528834.000000 Penalty: 6101.952148
	Iteration 138Q: 3 clusters Score -2.952883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219254 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -29528828.000000 Penalty: 6101.952148
	Iteration 139Q: 3 clusters Score -2.952883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219256 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -29528820.000000 Penalty: 6101.952148
	Iteration 140F: 3 clusters Score -2.952882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219259 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -29528820.000000 Penalty: 6101.952148
	Iteration 141Q: 3 clusters Score -2.952882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219265 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29528810.000000 Penalty: 6101.952148
	Iteration 142Q: 3 clusters Score -2.952881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219272 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29528836.000000 Penalty: 6101.952148
	Iteration 143Q: 3 clusters Score -2.952884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219284 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -29528866.000000 Penalty: 6101.952148
	Iteration 144Q: 3 clusters Score -2.952887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219300 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -29528824.000000 Penalty: 6101.952148
	Iteration 145Q: 3 clusters Score -2.952882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219313 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -29528828.000000 Penalty: 6101.952148
	Iteration 146Q: 3 clusters Score -2.952883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219322 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -29528814.000000 Penalty: 6101.952148
	Iteration 147Q: 3 clusters Score -2.952881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219326 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -29528836.000000 Penalty: 6101.952148
	Iteration 148Q: 3 clusters Score -2.952884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219328 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -29528834.000000 Penalty: 6101.952148
	Iteration 149Q: 3 clusters Score -2.952883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219330 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -29528834.000000 Penalty: 6101.952148
	Iteration 150Q: 3 clusters Score -2.952883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219331 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -29528832.000000 Penalty: 6101.952148
	Iteration 151Q: 3 clusters Score -2.952883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219331 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -29528832.000000 Penalty: 6101.952148
	Iteration 152F: 3 clusters Score -2.952883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Entering Unmasked Estep 
Score: -2531454.750000 Penalty: 2462.804932
	Iteration 0F: 2 clusters Score -2531455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2517037.250000 Penalty: 4925.609863
	Iteration 0F: 3 clusters Score -2517037 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2521939.750000 Penalty: 4925.609863
	Iteration 1F: 3 clusters Score -2521940 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2522551.500000 Penalty: 4925.609863
	Iteration 2F: 3 clusters Score -2522552 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2523176.000000 Penalty: 4925.609863
	Iteration 3F: 3 clusters Score -2523176 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2523757.750000 Penalty: 4925.609863
	Iteration 4F: 3 clusters Score -2523758 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2524250.250000 Penalty: 4925.609863
	Iteration 5Q: 3 clusters Score -2524250 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2524680.750000 Penalty: 4925.609863
	Iteration 6Q: 3 clusters Score -2524681 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2525068.500000 Penalty: 4925.609863
	Iteration 7Q: 3 clusters Score -2525068 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2525412.000000 Penalty: 4925.609863
	Iteration 8Q: 3 clusters Score -2525412 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2525734.000000 Penalty: 4925.609863
	Iteration 9Q: 3 clusters Score -2525734 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2525997.750000 Penalty: 4925.609863
	Iteration 10Q: 3 clusters Score -2525998 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2526254.500000 Penalty: 4925.609863
	Iteration 11Q: 3 clusters Score -2526254 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2526523.500000 Penalty: 4925.609863
	Iteration 12Q: 3 clusters Score -2526524 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2526749.000000 Penalty: 4925.609863
	Iteration 13Q: 3 clusters Score -2526749 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2526964.000000 Penalty: 4925.609863
	Iteration 14Q: 3 clusters Score -2526964 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2527161.250000 Penalty: 4925.609863
	Iteration 15Q: 3 clusters Score -2527161 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2527309.250000 Penalty: 4925.609863
	Iteration 16Q: 3 clusters Score -2527309 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2527412.000000 Penalty: 4925.609863
	Iteration 17Q: 3 clusters Score -2527412 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2527513.250000 Penalty: 4925.609863
	Iteration 18Q: 3 clusters Score -2527513 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2527568.000000 Penalty: 4925.609863
	Iteration 19Q: 3 clusters Score -2527568 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2527625.750000 Penalty: 4925.609863
	Iteration 20F: 3 clusters Score -2527626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2527669.000000 Penalty: 4925.609863
	Iteration 21Q: 3 clusters Score -2527669 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2527708.250000 Penalty: 4925.609863
	Iteration 22Q: 3 clusters Score -2527708 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2527730.750000 Penalty: 4925.609863
	Iteration 23Q: 3 clusters Score -2527731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2527766.250000 Penalty: 4925.609863
	Iteration 24Q: 3 clusters Score -2527766 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2527781.250000 Penalty: 4925.609863
	Iteration 25Q: 3 clusters Score -2527781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2527818.250000 Penalty: 4925.609863
	Iteration 26Q: 3 clusters Score -2527818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2527846.250000 Penalty: 4925.609863
	Iteration 27Q: 3 clusters Score -2527846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2527863.000000 Penalty: 4925.609863
	Iteration 28Q: 3 clusters Score -2527863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2527909.250000 Penalty: 4925.609863
	Iteration 29Q: 3 clusters Score -2527909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2527945.500000 Penalty: 4925.609863
	Iteration 30Q: 3 clusters Score -2527946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2527974.000000 Penalty: 4925.609863
	Iteration 31Q: 3 clusters Score -2527974 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2528008.000000 Penalty: 4925.609863
	Iteration 32Q: 3 clusters Score -2528008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2528051.000000 Penalty: 4925.609863
	Iteration 33Q: 3 clusters Score -2528051 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2528076.000000 Penalty: 4925.609863
	Iteration 34Q: 3 clusters Score -2528076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2528115.000000 Penalty: 4925.609863
	Iteration 35Q: 3 clusters Score -2528115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2528148.000000 Penalty: 4925.609863
	Iteration 36Q: 3 clusters Score -2528148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2528182.750000 Penalty: 4925.609863
	Iteration 37Q: 3 clusters Score -2528183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2528206.500000 Penalty: 4925.609863
	Iteration 38Q: 3 clusters Score -2528206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2528224.000000 Penalty: 4925.609863
	Iteration 39Q: 3 clusters Score -2528224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2528236.750000 Penalty: 4925.609863
	Iteration 40F: 3 clusters Score -2528237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2528255.500000 Penalty: 4925.609863
	Iteration 41Q: 3 clusters Score -2528256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2528279.750000 Penalty: 4925.609863
	Iteration 42Q: 3 clusters Score -2528280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2528287.250000 Penalty: 4925.609863
	Iteration 43Q: 3 clusters Score -2528287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2528302.750000 Penalty: 4925.609863
	Iteration 44Q: 3 clusters Score -2528303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2528322.000000 Penalty: 4925.609863
	Iteration 45Q: 3 clusters Score -2528322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2528329.750000 Penalty: 4925.609863
	Iteration 46Q: 3 clusters Score -2528330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2528341.750000 Penalty: 4925.609863
	Iteration 47Q: 3 clusters Score -2528342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2528342.250000 Penalty: 4925.609863
	Iteration 48Q: 3 clusters Score -2528342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2528353.750000 Penalty: 4925.609863
	Iteration 49Q: 3 clusters Score -2528354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2528361.250000 Penalty: 4925.609863
	Iteration 50Q: 3 clusters Score -2528361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2528369.500000 Penalty: 4925.609863
	Iteration 51Q: 3 clusters Score -2528370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2528372.500000 Penalty: 4925.609863
	Iteration 52Q: 3 clusters Score -2528372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2528377.500000 Penalty: 4925.609863
	Iteration 53Q: 3 clusters Score -2528378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2528380.500000 Penalty: 4925.609863
	Iteration 54Q: 3 clusters Score -2528380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2528380.000000 Penalty: 4925.609863
	Iteration 55Q: 3 clusters Score -2528380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2528388.000000 Penalty: 4925.609863
	Iteration 56Q: 3 clusters Score -2528388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2528393.500000 Penalty: 4925.609863
	Iteration 57Q: 3 clusters Score -2528394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2528394.750000 Penalty: 4925.609863
	Iteration 58Q: 3 clusters Score -2528395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2528395.250000 Penalty: 4925.609863
	Iteration 59Q: 3 clusters Score -2528395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2528405.500000 Penalty: 4925.609863
	Iteration 60F: 3 clusters Score -2528406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2528412.250000 Penalty: 4925.609863
	Iteration 61Q: 3 clusters Score -2528412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2528411.250000 Penalty: 4925.609863
	Iteration 62Q: 3 clusters Score -2528411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2528416.000000 Penalty: 4925.609863
	Iteration 63Q: 3 clusters Score -2528416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2528409.250000 Penalty: 4925.609863
	Iteration 64Q: 3 clusters Score -2528409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2528414.000000 Penalty: 4925.609863
	Iteration 65Q: 3 clusters Score -2528414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2528416.000000 Penalty: 4925.609863
	Iteration 66Q: 3 clusters Score -2528416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2528414.750000 Penalty: 4925.609863
	Iteration 67Q: 3 clusters Score -2528415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2528409.250000 Penalty: 4925.609863
	Iteration 68Q: 3 clusters Score -2528409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2528420.250000 Penalty: 4925.609863
	Iteration 69Q: 3 clusters Score -2528420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2528426.000000 Penalty: 4925.609863
	Iteration 70Q: 3 clusters Score -2528426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2528420.000000 Penalty: 4925.609863
	Iteration 71Q: 3 clusters Score -2528420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2528426.000000 Penalty: 4925.609863
	Iteration 72Q: 3 clusters Score -2528426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2528427.000000 Penalty: 4925.609863
	Iteration 73Q: 3 clusters Score -2528427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2528431.750000 Penalty: 4925.609863
	Iteration 74Q: 3 clusters Score -2528432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2528436.250000 Penalty: 4925.609863
	Iteration 75Q: 3 clusters Score -2528436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2528437.000000 Penalty: 4925.609863
	Iteration 76Q: 3 clusters Score -2528437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2528434.750000 Penalty: 4925.609863
	Iteration 77Q: 3 clusters Score -2528435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2528434.500000 Penalty: 4925.609863
	Iteration 78Q: 3 clusters Score -2528434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2528438.500000 Penalty: 4925.609863
	Iteration 79Q: 3 clusters Score -2528438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2528440.500000 Penalty: 4925.609863
	Iteration 80F: 3 clusters Score -2528440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2528444.750000 Penalty: 4925.609863
	Iteration 81Q: 3 clusters Score -2528445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2528450.000000 Penalty: 4925.609863
	Iteration 82Q: 3 clusters Score -2528450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2528458.500000 Penalty: 4925.609863
	Iteration 83Q: 3 clusters Score -2528458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2528455.000000 Penalty: 4925.609863
	Iteration 84Q: 3 clusters Score -2528455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2528453.750000 Penalty: 4925.609863
	Iteration 85Q: 3 clusters Score -2528454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2528456.500000 Penalty: 4925.609863
	Iteration 86Q: 3 clusters Score -2528456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2528458.500000 Penalty: 4925.609863
	Iteration 87Q: 3 clusters Score -2528458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2528458.000000 Penalty: 4925.609863
	Iteration 88Q: 3 clusters Score -2528458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2528463.500000 Penalty: 4925.609863
	Iteration 89Q: 3 clusters Score -2528464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2528463.750000 Penalty: 4925.609863
	Iteration 90Q: 3 clusters Score -2528464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2528457.250000 Penalty: 4925.609863
	Iteration 91Q: 3 clusters Score -2528457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2528459.250000 Penalty: 4925.609863
	Iteration 92Q: 3 clusters Score -2528459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2528460.000000 Penalty: 4925.609863
	Iteration 93Q: 3 clusters Score -2528460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2528464.750000 Penalty: 4925.609863
	Iteration 94Q: 3 clusters Score -2528465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2528468.500000 Penalty: 4925.609863
	Iteration 95Q: 3 clusters Score -2528468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2528465.250000 Penalty: 4925.609863
	Iteration 96Q: 3 clusters Score -2528465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2528471.250000 Penalty: 4925.609863
	Iteration 97Q: 3 clusters Score -2528471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2528469.500000 Penalty: 4925.609863
	Iteration 98Q: 3 clusters Score -2528470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2528466.000000 Penalty: 4925.609863
	Iteration 99Q: 3 clusters Score -2528466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2528468.750000 Penalty: 4925.609863
	Iteration 100F: 3 clusters Score -2528469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2528472.000000 Penalty: 4925.609863
	Iteration 101Q: 3 clusters Score -2528472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2528472.000000 Penalty: 4925.609863
	Iteration 102Q: 3 clusters Score -2528472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2528474.250000 Penalty: 4925.609863
	Iteration 103Q: 3 clusters Score -2528474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2528474.000000 Penalty: 4925.609863
	Iteration 104Q: 3 clusters Score -2528474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2528480.250000 Penalty: 4925.609863
	Iteration 105Q: 3 clusters Score -2528480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2528480.750000 Penalty: 4925.609863
	Iteration 106Q: 3 clusters Score -2528481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2528487.250000 Penalty: 4925.609863
	Iteration 107Q: 3 clusters Score -2528487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2528487.500000 Penalty: 4925.609863
	Iteration 108Q: 3 clusters Score -2528488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2528488.750000 Penalty: 4925.609863
	Iteration 109Q: 3 clusters Score -2528489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2528494.750000 Penalty: 4925.609863
	Iteration 110Q: 3 clusters Score -2528495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2528494.500000 Penalty: 4925.609863
	Iteration 111Q: 3 clusters Score -2528494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2528498.000000 Penalty: 4925.609863
	Iteration 112Q: 3 clusters Score -2528498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2528498.250000 Penalty: 4925.609863
	Iteration 113Q: 3 clusters Score -2528498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2528500.000000 Penalty: 4925.609863
	Iteration 114Q: 3 clusters Score -2528500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2528505.250000 Penalty: 4925.609863
	Iteration 115Q: 3 clusters Score -2528505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2528505.250000 Penalty: 4925.609863
	Iteration 116Q: 3 clusters Score -2528505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2528513.000000 Penalty: 4925.609863
	Iteration 117Q: 3 clusters Score -2528513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2528508.250000 Penalty: 4925.609863
	Iteration 118Q: 3 clusters Score -2528508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2528505.500000 Penalty: 4925.609863
	Iteration 119Q: 3 clusters Score -2528506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2528513.250000 Penalty: 4925.609863
	Iteration 120F: 3 clusters Score -2528513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2528515.250000 Penalty: 4925.609863
	Iteration 121Q: 3 clusters Score -2528515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2528508.750000 Penalty: 4925.609863
	Iteration 122Q: 3 clusters Score -2528509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2528512.000000 Penalty: 4925.609863
	Iteration 123Q: 3 clusters Score -2528512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2528515.500000 Penalty: 4925.609863
	Iteration 124Q: 3 clusters Score -2528516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2528517.250000 Penalty: 4925.609863
	Iteration 125Q: 3 clusters Score -2528517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2528521.250000 Penalty: 4925.609863
	Iteration 126Q: 3 clusters Score -2528521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2528526.000000 Penalty: 4925.609863
	Iteration 127Q: 3 clusters Score -2528526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2528517.250000 Penalty: 4925.609863
	Iteration 128Q: 3 clusters Score -2528517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2528520.000000 Penalty: 4925.609863
	Iteration 129Q: 3 clusters Score -2528520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2528524.750000 Penalty: 4925.609863
	Iteration 130Q: 3 clusters Score -2528525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2528532.500000 Penalty: 4925.609863
	Iteration 131Q: 3 clusters Score -2528532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2528536.500000 Penalty: 4925.609863
	Iteration 132Q: 3 clusters Score -2528536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2528530.750000 Penalty: 4925.609863
	Iteration 133Q: 3 clusters Score -2528531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2528526.250000 Penalty: 4925.609863
	Iteration 134Q: 3 clusters Score -2528526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2528530.250000 Penalty: 4925.609863
	Iteration 135Q: 3 clusters Score -2528530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2528538.500000 Penalty: 4925.609863
	Iteration 136Q: 3 clusters Score -2528538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2528537.250000 Penalty: 4925.609863
	Iteration 137Q: 3 clusters Score -2528537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2528540.750000 Penalty: 4925.609863
	Iteration 138Q: 3 clusters Score -2528541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2528546.250000 Penalty: 4925.609863
	Iteration 139Q: 3 clusters Score -2528546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2528551.250000 Penalty: 4925.609863
	Iteration 140F: 3 clusters Score -2528551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2528562.500000 Penalty: 4925.609863
	Iteration 141Q: 3 clusters Score -2528562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2528568.250000 Penalty: 4925.609863
	Iteration 142Q: 3 clusters Score -2528568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2528576.000000 Penalty: 4925.609863
	Iteration 143Q: 3 clusters Score -2528576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2528573.500000 Penalty: 4925.609863
	Iteration 144Q: 3 clusters Score -2528574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2528581.500000 Penalty: 4925.609863
	Iteration 145Q: 3 clusters Score -2528582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2528586.250000 Penalty: 4925.609863
	Iteration 146Q: 3 clusters Score -2528586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2528592.000000 Penalty: 4925.609863
	Iteration 147Q: 3 clusters Score -2528592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2528601.000000 Penalty: 4925.609863
	Iteration 148Q: 3 clusters Score -2528601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2528606.750000 Penalty: 4925.609863
	Iteration 149Q: 3 clusters Score -2528607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2528616.250000 Penalty: 4925.609863
	Iteration 150Q: 3 clusters Score -2528616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2528625.750000 Penalty: 4925.609863
	Iteration 151Q: 3 clusters Score -2528626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2528625.750000 Penalty: 4925.609863
	Iteration 152Q: 3 clusters Score -2528626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2528645.750000 Penalty: 4925.609863
	Iteration 153Q: 3 clusters Score -2528646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2528649.750000 Penalty: 4925.609863
	Iteration 154Q: 3 clusters Score -2528650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2528673.000000 Penalty: 4925.609863
	Iteration 155Q: 3 clusters Score -2528673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2528689.500000 Penalty: 4925.609863
	Iteration 156Q: 3 clusters Score -2528690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2528711.250000 Penalty: 4925.609863
	Iteration 157Q: 3 clusters Score -2528711 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2528729.500000 Penalty: 4925.609863
	Iteration 158Q: 3 clusters Score -2528730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2528753.000000 Penalty: 4925.609863
	Iteration 159Q: 3 clusters Score -2528753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2528780.500000 Penalty: 4925.609863
	Iteration 160F: 3 clusters Score -2528780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2528813.000000 Penalty: 4925.609863
	Iteration 161Q: 3 clusters Score -2528813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2528845.750000 Penalty: 4925.609863
	Iteration 162Q: 3 clusters Score -2528846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2528876.500000 Penalty: 4925.609863
	Iteration 163Q: 3 clusters Score -2528876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2528914.750000 Penalty: 4925.609863
	Iteration 164Q: 3 clusters Score -2528915 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2528963.500000 Penalty: 4925.609863
	Iteration 165Q: 3 clusters Score -2528964 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2529005.250000 Penalty: 4925.609863
	Iteration 166Q: 3 clusters Score -2529005 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2529041.000000 Penalty: 4925.609863
	Iteration 167Q: 3 clusters Score -2529041 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2529071.500000 Penalty: 4925.609863
	Iteration 168Q: 3 clusters Score -2529072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2529103.500000 Penalty: 4925.609863
	Iteration 169Q: 3 clusters Score -2529104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2529144.250000 Penalty: 4925.609863
	Iteration 170Q: 3 clusters Score -2529144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2529170.750000 Penalty: 4925.609863
	Iteration 171Q: 3 clusters Score -2529171 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2529213.750000 Penalty: 4925.609863
	Iteration 172Q: 3 clusters Score -2529214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2529249.000000 Penalty: 4925.609863
	Iteration 173Q: 3 clusters Score -2529249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2529284.750000 Penalty: 4925.609863
	Iteration 174Q: 3 clusters Score -2529285 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2529329.000000 Penalty: 4925.609863
	Iteration 175Q: 3 clusters Score -2529329 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2529355.500000 Penalty: 4925.609863
	Iteration 176Q: 3 clusters Score -2529356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2529381.250000 Penalty: 4925.609863
	Iteration 177Q: 3 clusters Score -2529381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2529401.000000 Penalty: 4925.609863
	Iteration 178Q: 3 clusters Score -2529401 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2529431.500000 Penalty: 4925.609863
	Iteration 179Q: 3 clusters Score -2529432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2529451.000000 Penalty: 4925.609863
	Iteration 180F: 3 clusters Score -2529451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2529481.750000 Penalty: 4925.609863
	Iteration 181Q: 3 clusters Score -2529482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2529518.500000 Penalty: 4925.609863
	Iteration 182Q: 3 clusters Score -2529518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2529555.500000 Penalty: 4925.609863
	Iteration 183Q: 3 clusters Score -2529556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2529584.750000 Penalty: 4925.609863
	Iteration 184Q: 3 clusters Score -2529585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2529622.750000 Penalty: 4925.609863
	Iteration 185Q: 3 clusters Score -2529623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2529661.250000 Penalty: 4925.609863
	Iteration 186Q: 3 clusters Score -2529661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2529702.000000 Penalty: 4925.609863
	Iteration 187Q: 3 clusters Score -2529702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2529727.250000 Penalty: 4925.609863
	Iteration 188Q: 3 clusters Score -2529727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2529748.000000 Penalty: 4925.609863
	Iteration 189Q: 3 clusters Score -2529748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2529769.250000 Penalty: 4925.609863
	Iteration 190Q: 3 clusters Score -2529769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2529781.750000 Penalty: 4925.609863
	Iteration 191Q: 3 clusters Score -2529782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2529799.500000 Penalty: 4925.609863
	Iteration 192Q: 3 clusters Score -2529800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2529810.500000 Penalty: 4925.609863
	Iteration 193Q: 3 clusters Score -2529810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2529821.000000 Penalty: 4925.609863
	Iteration 194Q: 3 clusters Score -2529821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2529826.250000 Penalty: 4925.609863
	Iteration 195Q: 3 clusters Score -2529826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2529833.000000 Penalty: 4925.609863
	Iteration 196Q: 3 clusters Score -2529833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2529839.750000 Penalty: 4925.609863
	Iteration 197Q: 3 clusters Score -2529840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2529841.500000 Penalty: 4925.609863
	Iteration 198Q: 3 clusters Score -2529842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2529850.250000 Penalty: 4925.609863
	Iteration 199Q: 3 clusters Score -2529850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2529862.000000 Penalty: 4925.609863
	Iteration 200F: 3 clusters Score -2529862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2529882.750000 Penalty: 4925.609863
	Iteration 201Q: 3 clusters Score -2529883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2529907.000000 Penalty: 4925.609863
	Iteration 202Q: 3 clusters Score -2529907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2529932.750000 Penalty: 4925.609863
	Iteration 203Q: 3 clusters Score -2529933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2529958.250000 Penalty: 4925.609863
	Iteration 204Q: 3 clusters Score -2529958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2529993.750000 Penalty: 4925.609863
	Iteration 205Q: 3 clusters Score -2529994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2530022.750000 Penalty: 4925.609863
	Iteration 206Q: 3 clusters Score -2530023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2530042.500000 Penalty: 4925.609863
	Iteration 207Q: 3 clusters Score -2530042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2530067.250000 Penalty: 4925.609863
	Iteration 208Q: 3 clusters Score -2530067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2530090.500000 Penalty: 4925.609863
	Iteration 209Q: 3 clusters Score -2530090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2530109.750000 Penalty: 4925.609863
	Iteration 210Q: 3 clusters Score -2530110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2530124.000000 Penalty: 4925.609863
	Iteration 211Q: 3 clusters Score -2530124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2530141.250000 Penalty: 4925.609863
	Iteration 212Q: 3 clusters Score -2530141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2530150.250000 Penalty: 4925.609863
	Iteration 213Q: 3 clusters Score -2530150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2530166.000000 Penalty: 4925.609863
	Iteration 214Q: 3 clusters Score -2530166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2530166.750000 Penalty: 4925.609863
	Iteration 215Q: 3 clusters Score -2530167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2530173.750000 Penalty: 4925.609863
	Iteration 216Q: 3 clusters Score -2530174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2530178.500000 Penalty: 4925.609863
	Iteration 217Q: 3 clusters Score -2530178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2530181.000000 Penalty: 4925.609863
	Iteration 218Q: 3 clusters Score -2530181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2530188.000000 Penalty: 4925.609863
	Iteration 219Q: 3 clusters Score -2530188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2530189.750000 Penalty: 4925.609863
	Iteration 220F: 3 clusters Score -2530190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2530188.500000 Penalty: 4925.609863
	Iteration 221Q: 3 clusters Score -2530188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2530190.250000 Penalty: 4925.609863
	Iteration 222Q: 3 clusters Score -2530190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2530190.250000 Penalty: 4925.609863
	Iteration 223F: 3 clusters Score -2530190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Entering Unmasked Estep 
Score: -2877605.500000 Penalty: 2480.534424
	Iteration 0F: 2 clusters Score -2877606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2862153.000000 Penalty: 4961.068848
	Iteration 0F: 3 clusters Score -2862153 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2867560.500000 Penalty: 4961.068848
	Iteration 1F: 3 clusters Score -2867560 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2868202.750000 Penalty: 4961.068848
	Iteration 2F: 3 clusters Score -2868203 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2868827.750000 Penalty: 4961.068848
	Iteration 3F: 3 clusters Score -2868828 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2869418.250000 Penalty: 4961.068848
	Iteration 4F: 3 clusters Score -2869418 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2870023.000000 Penalty: 4961.068848
	Iteration 5Q: 3 clusters Score -2870023 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2870650.250000 Penalty: 4961.068848
	Iteration 6Q: 3 clusters Score -2870650 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2871372.000000 Penalty: 4961.068848
	Iteration 7F: 3 clusters Score -2871372 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2872159.500000 Penalty: 4961.068848
	Iteration 8F: 3 clusters Score -2872160 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2872882.000000 Penalty: 4961.068848
	Iteration 9F: 3 clusters Score -2872882 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2873436.250000 Penalty: 4961.068848
	Iteration 10Q: 3 clusters Score -2873436 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2873775.500000 Penalty: 4961.068848
	Iteration 11Q: 3 clusters Score -2873776 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2873990.250000 Penalty: 4961.068848
	Iteration 12Q: 3 clusters Score -2873990 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2874119.000000 Penalty: 4961.068848
	Iteration 13Q: 3 clusters Score -2874119 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2874207.000000 Penalty: 4961.068848
	Iteration 14Q: 3 clusters Score -2874207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2874257.750000 Penalty: 4961.068848
	Iteration 15Q: 3 clusters Score -2874258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2874300.250000 Penalty: 4961.068848
	Iteration 16Q: 3 clusters Score -2874300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2874336.000000 Penalty: 4961.068848
	Iteration 17Q: 3 clusters Score -2874336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2874381.750000 Penalty: 4961.068848
	Iteration 18Q: 3 clusters Score -2874382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2874404.250000 Penalty: 4961.068848
	Iteration 19Q: 3 clusters Score -2874404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2874438.000000 Penalty: 4961.068848
	Iteration 20F: 3 clusters Score -2874438 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2874485.500000 Penalty: 4961.068848
	Iteration 21Q: 3 clusters Score -2874486 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2874530.750000 Penalty: 4961.068848
	Iteration 22Q: 3 clusters Score -2874531 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2874585.750000 Penalty: 4961.068848
	Iteration 23Q: 3 clusters Score -2874586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2874644.250000 Penalty: 4961.068848
	Iteration 24Q: 3 clusters Score -2874644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2874699.250000 Penalty: 4961.068848
	Iteration 25Q: 3 clusters Score -2874699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2874741.250000 Penalty: 4961.068848
	Iteration 26Q: 3 clusters Score -2874741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2874797.250000 Penalty: 4961.068848
	Iteration 27Q: 3 clusters Score -2874797 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2874843.750000 Penalty: 4961.068848
	Iteration 28Q: 3 clusters Score -2874844 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2874882.750000 Penalty: 4961.068848
	Iteration 29Q: 3 clusters Score -2874883 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2874924.000000 Penalty: 4961.068848
	Iteration 30Q: 3 clusters Score -2874924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2874957.500000 Penalty: 4961.068848
	Iteration 31Q: 3 clusters Score -2874958 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2874993.250000 Penalty: 4961.068848
	Iteration 32Q: 3 clusters Score -2874993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2875019.750000 Penalty: 4961.068848
	Iteration 33Q: 3 clusters Score -2875020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2875050.000000 Penalty: 4961.068848
	Iteration 34Q: 3 clusters Score -2875050 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2875067.750000 Penalty: 4961.068848
	Iteration 35Q: 3 clusters Score -2875068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2875098.250000 Penalty: 4961.068848
	Iteration 36Q: 3 clusters Score -2875098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2875118.500000 Penalty: 4961.068848
	Iteration 37Q: 3 clusters Score -2875118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2875135.500000 Penalty: 4961.068848
	Iteration 38Q: 3 clusters Score -2875136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2875138.250000 Penalty: 4961.068848
	Iteration 39Q: 3 clusters Score -2875138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2875156.000000 Penalty: 4961.068848
	Iteration 40F: 3 clusters Score -2875156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2875181.500000 Penalty: 4961.068848
	Iteration 41Q: 3 clusters Score -2875182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2875194.500000 Penalty: 4961.068848
	Iteration 42Q: 3 clusters Score -2875194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2875218.750000 Penalty: 4961.068848
	Iteration 43Q: 3 clusters Score -2875219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2875223.000000 Penalty: 4961.068848
	Iteration 44Q: 3 clusters Score -2875223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2875241.500000 Penalty: 4961.068848
	Iteration 45Q: 3 clusters Score -2875242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2875248.000000 Penalty: 4961.068848
	Iteration 46Q: 3 clusters Score -2875248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2875265.500000 Penalty: 4961.068848
	Iteration 47Q: 3 clusters Score -2875266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2875269.750000 Penalty: 4961.068848
	Iteration 48Q: 3 clusters Score -2875270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2875281.500000 Penalty: 4961.068848
	Iteration 49Q: 3 clusters Score -2875282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2875289.750000 Penalty: 4961.068848
	Iteration 50Q: 3 clusters Score -2875290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2875305.750000 Penalty: 4961.068848
	Iteration 51Q: 3 clusters Score -2875306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2875311.750000 Penalty: 4961.068848
	Iteration 52Q: 3 clusters Score -2875312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2875316.750000 Penalty: 4961.068848
	Iteration 53Q: 3 clusters Score -2875317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2875317.000000 Penalty: 4961.068848
	Iteration 54Q: 3 clusters Score -2875317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2875331.000000 Penalty: 4961.068848
	Iteration 55Q: 3 clusters Score -2875331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2875332.250000 Penalty: 4961.068848
	Iteration 56Q: 3 clusters Score -2875332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2875351.250000 Penalty: 4961.068848
	Iteration 57Q: 3 clusters Score -2875351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2875353.000000 Penalty: 4961.068848
	Iteration 58Q: 3 clusters Score -2875353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2875369.000000 Penalty: 4961.068848
	Iteration 59Q: 3 clusters Score -2875369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2875375.000000 Penalty: 4961.068848
	Iteration 60F: 3 clusters Score -2875375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2875378.250000 Penalty: 4961.068848
	Iteration 61Q: 3 clusters Score -2875378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2875382.250000 Penalty: 4961.068848
	Iteration 62Q: 3 clusters Score -2875382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2875388.500000 Penalty: 4961.068848
	Iteration 63Q: 3 clusters Score -2875388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2875383.000000 Penalty: 4961.068848
	Iteration 64Q: 3 clusters Score -2875383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2875390.000000 Penalty: 4961.068848
	Iteration 65Q: 3 clusters Score -2875390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2875401.000000 Penalty: 4961.068848
	Iteration 66Q: 3 clusters Score -2875401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2875398.250000 Penalty: 4961.068848
	Iteration 67Q: 3 clusters Score -2875398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2875405.250000 Penalty: 4961.068848
	Iteration 68Q: 3 clusters Score -2875405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2875410.000000 Penalty: 4961.068848
	Iteration 69Q: 3 clusters Score -2875410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2875404.500000 Penalty: 4961.068848
	Iteration 70Q: 3 clusters Score -2875404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2875407.250000 Penalty: 4961.068848
	Iteration 71Q: 3 clusters Score -2875407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2875403.500000 Penalty: 4961.068848
	Iteration 72Q: 3 clusters Score -2875404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2875404.500000 Penalty: 4961.068848
	Iteration 73Q: 3 clusters Score -2875404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2875412.000000 Penalty: 4961.068848
	Iteration 74Q: 3 clusters Score -2875412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2875419.250000 Penalty: 4961.068848
	Iteration 75Q: 3 clusters Score -2875419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2875416.250000 Penalty: 4961.068848
	Iteration 76Q: 3 clusters Score -2875416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2875407.250000 Penalty: 4961.068848
	Iteration 77Q: 3 clusters Score -2875407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2875408.500000 Penalty: 4961.068848
	Iteration 78Q: 3 clusters Score -2875408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2875414.500000 Penalty: 4961.068848
	Iteration 79Q: 3 clusters Score -2875414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2875414.500000 Penalty: 4961.068848
	Iteration 80F: 3 clusters Score -2875414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2875421.000000 Penalty: 4961.068848
	Iteration 81Q: 3 clusters Score -2875421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2875427.250000 Penalty: 4961.068848
	Iteration 82Q: 3 clusters Score -2875427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2875432.000000 Penalty: 4961.068848
	Iteration 83Q: 3 clusters Score -2875432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2875435.500000 Penalty: 4961.068848
	Iteration 84Q: 3 clusters Score -2875436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2875440.000000 Penalty: 4961.068848
	Iteration 85Q: 3 clusters Score -2875440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2875442.500000 Penalty: 4961.068848
	Iteration 86Q: 3 clusters Score -2875442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2875452.250000 Penalty: 4961.068848
	Iteration 87Q: 3 clusters Score -2875452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2875445.750000 Penalty: 4961.068848
	Iteration 88Q: 3 clusters Score -2875446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2875442.500000 Penalty: 4961.068848
	Iteration 89Q: 3 clusters Score -2875442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2875440.750000 Penalty: 4961.068848
	Iteration 90Q: 3 clusters Score -2875441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2875449.750000 Penalty: 4961.068848
	Iteration 91Q: 3 clusters Score -2875450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2875446.500000 Penalty: 4961.068848
	Iteration 92Q: 3 clusters Score -2875446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2875448.250000 Penalty: 4961.068848
	Iteration 93Q: 3 clusters Score -2875448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2875444.750000 Penalty: 4961.068848
	Iteration 94Q: 3 clusters Score -2875445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2875446.250000 Penalty: 4961.068848
	Iteration 95Q: 3 clusters Score -2875446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2875446.750000 Penalty: 4961.068848
	Iteration 96Q: 3 clusters Score -2875447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2875448.250000 Penalty: 4961.068848
	Iteration 97Q: 3 clusters Score -2875448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2875443.500000 Penalty: 4961.068848
	Iteration 98Q: 3 clusters Score -2875444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2875446.000000 Penalty: 4961.068848
	Iteration 99Q: 3 clusters Score -2875446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2875441.750000 Penalty: 4961.068848
	Iteration 100F: 3 clusters Score -2875442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2875444.500000 Penalty: 4961.068848
	Iteration 101Q: 3 clusters Score -2875444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2875442.250000 Penalty: 4961.068848
	Iteration 102Q: 3 clusters Score -2875442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2875449.000000 Penalty: 4961.068848
	Iteration 103Q: 3 clusters Score -2875449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2875449.000000 Penalty: 4961.068848
	Iteration 104Q: 3 clusters Score -2875449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2875451.750000 Penalty: 4961.068848
	Iteration 105Q: 3 clusters Score -2875452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2875448.500000 Penalty: 4961.068848
	Iteration 106Q: 3 clusters Score -2875448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2875449.250000 Penalty: 4961.068848
	Iteration 107Q: 3 clusters Score -2875449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2875447.750000 Penalty: 4961.068848
	Iteration 108Q: 3 clusters Score -2875448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2875450.500000 Penalty: 4961.068848
	Iteration 109Q: 3 clusters Score -2875450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2875450.500000 Penalty: 4961.068848
	Iteration 110F: 3 clusters Score -2875450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -110247.484375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -110247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108409.250000 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -108409.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108653.093750 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -108653.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108722.101562 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108722.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108759.601562 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108759.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108786.304688 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108805.515625 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108814.445312 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108820.179688 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108823.546875 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -108823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108823.546875 Penalty: 3345.053223
	Iteration 9F: 3 clusters Score -108823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Entering Unmasked Estep 
Score: -1369987.875000 Penalty: 2292.168213
	Iteration 0F: 2 clusters Score -1369988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1362208.000000 Penalty: 4584.336426
	Iteration 0F: 3 clusters Score -1362208 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1364511.625000 Penalty: 4584.336426
	Iteration 1F: 3 clusters Score -1364512 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1364835.875000 Penalty: 4584.336426
	Iteration 2F: 3 clusters Score -1364836 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1365082.625000 Penalty: 4584.336426
	Iteration 3Q: 3 clusters Score -1365083 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1365331.500000 Penalty: 4584.336426
	Iteration 4Q: 3 clusters Score -1365332 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1365612.750000 Penalty: 4584.336426
	Iteration 5Q: 3 clusters Score -1365613 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1365916.875000 Penalty: 4584.336426
	Iteration 6F: 3 clusters Score -1365917 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1366226.875000 Penalty: 4584.336426
	Iteration 7Q: 3 clusters Score -1366227 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1366549.000000 Penalty: 4584.336426
	Iteration 8Q: 3 clusters Score -1366549 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1366850.250000 Penalty: 4584.336426
	Iteration 9Q: 3 clusters Score -1366850 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1367095.375000 Penalty: 4584.336426
	Iteration 10Q: 3 clusters Score -1367095 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1367260.625000 Penalty: 4584.336426
	Iteration 11Q: 3 clusters Score -1367261 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1367379.375000 Penalty: 4584.336426
	Iteration 12Q: 3 clusters Score -1367379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1367468.125000 Penalty: 4584.336426
	Iteration 13Q: 3 clusters Score -1367468 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1367522.375000 Penalty: 4584.336426
	Iteration 14Q: 3 clusters Score -1367522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1367573.750000 Penalty: 4584.336426
	Iteration 15Q: 3 clusters Score -1367574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1367597.500000 Penalty: 4584.336426
	Iteration 16Q: 3 clusters Score -1367598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1367613.625000 Penalty: 4584.336426
	Iteration 17Q: 3 clusters Score -1367614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1367622.750000 Penalty: 4584.336426
	Iteration 18Q: 3 clusters Score -1367623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1367633.250000 Penalty: 4584.336426
	Iteration 19Q: 3 clusters Score -1367633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1367642.625000 Penalty: 4584.336426
	Iteration 20F: 3 clusters Score -1367643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1367649.250000 Penalty: 4584.336426
	Iteration 21Q: 3 clusters Score -1367649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1367652.250000 Penalty: 4584.336426
	Iteration 22Q: 3 clusters Score -1367652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1367656.875000 Penalty: 4584.336426
	Iteration 23Q: 3 clusters Score -1367657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1367657.750000 Penalty: 4584.336426
	Iteration 24Q: 3 clusters Score -1367658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1367661.625000 Penalty: 4584.336426
	Iteration 25Q: 3 clusters Score -1367662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1367661.250000 Penalty: 4584.336426
	Iteration 26Q: 3 clusters Score -1367661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1367659.625000 Penalty: 4584.336426
	Iteration 27Q: 3 clusters Score -1367660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1367662.875000 Penalty: 4584.336426
	Iteration 28Q: 3 clusters Score -1367663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1367662.875000 Penalty: 4584.336426
	Iteration 29F: 3 clusters Score -1367663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1008556.625000 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1008557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1001864.937500 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1001865 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1003803.375000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1003803 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1004332.437500 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1004332 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1004847.687500 Penalty: 4484.851562
	Iteration 3F: 3 clusters Score -1004848 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1005265.250000 Penalty: 4484.851562
	Iteration 4F: 3 clusters Score -1005265 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1005622.625000 Penalty: 4484.851562
	Iteration 5F: 3 clusters Score -1005623 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1005934.062500 Penalty: 4484.851562
	Iteration 6F: 3 clusters Score -1005934 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1006211.500000 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1006212 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1006426.937500 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1006427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1006595.562500 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1006596 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1006719.250000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1006719 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1006828.312500 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1006828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1006917.687500 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1006918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1006972.000000 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1006972 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1007005.562500 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1007006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1007028.000000 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1007028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1007052.500000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1007052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1007080.687500 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1007081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1007099.500000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1007100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1007113.562500 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1007114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1007126.437500 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1007126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1007134.125000 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1007134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1007152.062500 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1007152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1007169.375000 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1007169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1007187.000000 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1007187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1007202.375000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1007202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1007214.187500 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1007214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1007226.937500 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1007227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1007233.375000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1007233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1007238.875000 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1007239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1007237.062500 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1007237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1007242.750000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1007243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1007241.687500 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1007242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1007244.375000 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1007244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1007246.375000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1007246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1007248.625000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1007249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1007252.562500 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1007253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1007254.937500 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1007255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1007258.062500 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1007258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1007261.500000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1007262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1007267.125000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1007267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1007267.000000 Penalty: 4484.851562
	Iteration 41Q: 3 clusters Score -1007267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1007270.000000 Penalty: 4484.851562
	Iteration 42Q: 3 clusters Score -1007270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1007272.375000 Penalty: 4484.851562
	Iteration 43Q: 3 clusters Score -1007272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1007274.875000 Penalty: 4484.851562
	Iteration 44Q: 3 clusters Score -1007275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1007274.375000 Penalty: 4484.851562
	Iteration 45Q: 3 clusters Score -1007274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1007277.937500 Penalty: 4484.851562
	Iteration 46Q: 3 clusters Score -1007278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1007277.125000 Penalty: 4484.851562
	Iteration 47Q: 3 clusters Score -1007277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1007277.812500 Penalty: 4484.851562
	Iteration 48Q: 3 clusters Score -1007278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1007277.812500 Penalty: 4484.851562
	Iteration 49F: 3 clusters Score -1007278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -665725.312500 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -665725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -661208.500000 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -661208.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -662257.500000 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -662257.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -662485.375000 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -662485.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -662631.625000 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -662631.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -662754.937500 Penalty: 4223.236816
	Iteration 4Q: 3 clusters Score -662754.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -662861.375000 Penalty: 4223.236816
	Iteration 5Q: 3 clusters Score -662861.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -662940.500000 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -662940.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -663009.875000 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -663009.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -663081.437500 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -663081.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -663151.750000 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -663151.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -663221.250000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -663221.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -663269.562500 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -663269.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -663316.875000 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -663316.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -663368.500000 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -663368.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -663424.250000 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -663424.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -663473.187500 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -663473.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -663521.000000 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -663521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -663573.375000 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -663573.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -663623.437500 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -663623.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -663674.625000 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -663674.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -663724.812500 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -663724.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -663774.500000 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -663774.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -663822.125000 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -663822.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -663857.687500 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -663857.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -663893.250000 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -663893.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -663928.062500 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -663928.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -663952.812500 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -663952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -663971.562500 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -663971.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -663993.000000 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -663993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -664012.500000 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -664012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -664022.312500 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -664022.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -664029.937500 Penalty: 4223.236816
	Iteration 31Q: 3 clusters Score -664029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -664038.437500 Penalty: 4223.236816
	Iteration 32Q: 3 clusters Score -664038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -664044.000000 Penalty: 4223.236816
	Iteration 33Q: 3 clusters Score -664044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -664048.125000 Penalty: 4223.236816
	Iteration 34Q: 3 clusters Score -664048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -664051.250000 Penalty: 4223.236816
	Iteration 35Q: 3 clusters Score -664051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -664053.500000 Penalty: 4223.236816
	Iteration 36Q: 3 clusters Score -664053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -664056.812500 Penalty: 4223.236816
	Iteration 37Q: 3 clusters Score -664056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -664059.875000 Penalty: 4223.236816
	Iteration 38Q: 3 clusters Score -664059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -664061.125000 Penalty: 4223.236816
	Iteration 39Q: 3 clusters Score -664061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -664062.062500 Penalty: 4223.236816
	Iteration 40F: 3 clusters Score -664062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -664063.687500 Penalty: 4223.236816
	Iteration 41Q: 3 clusters Score -664063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -664065.437500 Penalty: 4223.236816
	Iteration 42Q: 3 clusters Score -664065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -664064.500000 Penalty: 4223.236816
	Iteration 43Q: 3 clusters Score -664064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -664064.937500 Penalty: 4223.236816
	Iteration 44Q: 3 clusters Score -664064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -664067.375000 Penalty: 4223.236816
	Iteration 45Q: 3 clusters Score -664067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -664067.375000 Penalty: 4223.236816
	Iteration 46F: 3 clusters Score -664067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Entering Unmasked Estep 
Score: -1984271.625000 Penalty: 2388.705322
	Iteration 0F: 2 clusters Score -1984272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1973487.250000 Penalty: 4777.410645
	Iteration 0F: 3 clusters Score -1973487 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1977066.875000 Penalty: 4777.410645
	Iteration 1F: 3 clusters Score -1977067 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1977641.625000 Penalty: 4777.410645
	Iteration 2F: 3 clusters Score -1977642 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1978255.250000 Penalty: 4777.410645
	Iteration 3F: 3 clusters Score -1978255 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1978851.000000 Penalty: 4777.410645
	Iteration 4F: 3 clusters Score -1978851 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1979511.000000 Penalty: 4777.410645
	Iteration 5F: 3 clusters Score -1979511 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1980072.500000 Penalty: 4777.410645
	Iteration 6F: 3 clusters Score -1980072 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1980468.125000 Penalty: 4777.410645
	Iteration 7F: 3 clusters Score -1980468 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1980742.750000 Penalty: 4777.410645
	Iteration 8Q: 3 clusters Score -1980743 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1980920.250000 Penalty: 4777.410645
	Iteration 9Q: 3 clusters Score -1980920 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1981055.125000 Penalty: 4777.410645
	Iteration 10Q: 3 clusters Score -1981055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1981186.375000 Penalty: 4777.410645
	Iteration 11Q: 3 clusters Score -1981186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1981325.750000 Penalty: 4777.410645
	Iteration 12Q: 3 clusters Score -1981326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1981441.625000 Penalty: 4777.410645
	Iteration 13Q: 3 clusters Score -1981442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1981542.500000 Penalty: 4777.410645
	Iteration 14Q: 3 clusters Score -1981542 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1981622.125000 Penalty: 4777.410645
	Iteration 15Q: 3 clusters Score -1981622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1981694.000000 Penalty: 4777.410645
	Iteration 16Q: 3 clusters Score -1981694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1981761.875000 Penalty: 4777.410645
	Iteration 17Q: 3 clusters Score -1981762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1981860.250000 Penalty: 4777.410645
	Iteration 18Q: 3 clusters Score -1981860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1981958.750000 Penalty: 4777.410645
	Iteration 19Q: 3 clusters Score -1981959 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1982071.500000 Penalty: 4777.410645
	Iteration 20F: 3 clusters Score -1982072 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1982165.250000 Penalty: 4777.410645
	Iteration 21Q: 3 clusters Score -1982165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1982236.125000 Penalty: 4777.410645
	Iteration 22Q: 3 clusters Score -1982236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1982300.625000 Penalty: 4777.410645
	Iteration 23Q: 3 clusters Score -1982301 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1982334.750000 Penalty: 4777.410645
	Iteration 24Q: 3 clusters Score -1982335 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1982368.000000 Penalty: 4777.410645
	Iteration 25Q: 3 clusters Score -1982368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1982389.625000 Penalty: 4777.410645
	Iteration 26Q: 3 clusters Score -1982390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1982418.500000 Penalty: 4777.410645
	Iteration 27Q: 3 clusters Score -1982418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1982443.750000 Penalty: 4777.410645
	Iteration 28Q: 3 clusters Score -1982444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1982484.000000 Penalty: 4777.410645
	Iteration 29Q: 3 clusters Score -1982484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1982497.125000 Penalty: 4777.410645
	Iteration 30Q: 3 clusters Score -1982497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1982518.875000 Penalty: 4777.410645
	Iteration 31Q: 3 clusters Score -1982519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1982530.625000 Penalty: 4777.410645
	Iteration 32Q: 3 clusters Score -1982531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1982545.625000 Penalty: 4777.410645
	Iteration 33Q: 3 clusters Score -1982546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1982561.000000 Penalty: 4777.410645
	Iteration 34Q: 3 clusters Score -1982561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1982573.375000 Penalty: 4777.410645
	Iteration 35Q: 3 clusters Score -1982573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1982585.750000 Penalty: 4777.410645
	Iteration 36Q: 3 clusters Score -1982586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1982598.250000 Penalty: 4777.410645
	Iteration 37Q: 3 clusters Score -1982598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1982610.500000 Penalty: 4777.410645
	Iteration 38Q: 3 clusters Score -1982610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1982630.625000 Penalty: 4777.410645
	Iteration 39Q: 3 clusters Score -1982631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1982642.500000 Penalty: 4777.410645
	Iteration 40F: 3 clusters Score -1982642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1982656.750000 Penalty: 4777.410645
	Iteration 41Q: 3 clusters Score -1982657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1982668.375000 Penalty: 4777.410645
	Iteration 42Q: 3 clusters Score -1982668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1982679.000000 Penalty: 4777.410645
	Iteration 43Q: 3 clusters Score -1982679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1982695.125000 Penalty: 4777.410645
	Iteration 44Q: 3 clusters Score -1982695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1982705.000000 Penalty: 4777.410645
	Iteration 45Q: 3 clusters Score -1982705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1982718.875000 Penalty: 4777.410645
	Iteration 46Q: 3 clusters Score -1982719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1982728.000000 Penalty: 4777.410645
	Iteration 47Q: 3 clusters Score -1982728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1982735.250000 Penalty: 4777.410645
	Iteration 48Q: 3 clusters Score -1982735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1982744.750000 Penalty: 4777.410645
	Iteration 49Q: 3 clusters Score -1982745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1982761.125000 Penalty: 4777.410645
	Iteration 50Q: 3 clusters Score -1982761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1982768.875000 Penalty: 4777.410645
	Iteration 51Q: 3 clusters Score -1982769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1982781.250000 Penalty: 4777.410645
	Iteration 52Q: 3 clusters Score -1982781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1982796.250000 Penalty: 4777.410645
	Iteration 53Q: 3 clusters Score -1982796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1982808.000000 Penalty: 4777.410645
	Iteration 54Q: 3 clusters Score -1982808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1982822.375000 Penalty: 4777.410645
	Iteration 55Q: 3 clusters Score -1982822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1982829.250000 Penalty: 4777.410645
	Iteration 56Q: 3 clusters Score -1982829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1982842.625000 Penalty: 4777.410645
	Iteration 57Q: 3 clusters Score -1982843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1982853.625000 Penalty: 4777.410645
	Iteration 58Q: 3 clusters Score -1982854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1982861.500000 Penalty: 4777.410645
	Iteration 59Q: 3 clusters Score -1982862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1982865.875000 Penalty: 4777.410645
	Iteration 60F: 3 clusters Score -1982866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1982878.000000 Penalty: 4777.410645
	Iteration 61Q: 3 clusters Score -1982878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1982885.125000 Penalty: 4777.410645
	Iteration 62Q: 3 clusters Score -1982885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1982888.375000 Penalty: 4777.410645
	Iteration 63Q: 3 clusters Score -1982888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1982896.875000 Penalty: 4777.410645
	Iteration 64Q: 3 clusters Score -1982897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1982910.625000 Penalty: 4777.410645
	Iteration 65Q: 3 clusters Score -1982911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1982916.000000 Penalty: 4777.410645
	Iteration 66Q: 3 clusters Score -1982916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1982921.750000 Penalty: 4777.410645
	Iteration 67Q: 3 clusters Score -1982922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1982924.875000 Penalty: 4777.410645
	Iteration 68Q: 3 clusters Score -1982925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1982933.000000 Penalty: 4777.410645
	Iteration 69Q: 3 clusters Score -1982933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1982935.000000 Penalty: 4777.410645
	Iteration 70Q: 3 clusters Score -1982935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1982955.375000 Penalty: 4777.410645
	Iteration 71Q: 3 clusters Score -1982955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1982966.375000 Penalty: 4777.410645
	Iteration 72Q: 3 clusters Score -1982966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1982975.250000 Penalty: 4777.410645
	Iteration 73Q: 3 clusters Score -1982975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1982982.000000 Penalty: 4777.410645
	Iteration 74Q: 3 clusters Score -1982982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1982996.500000 Penalty: 4777.410645
	Iteration 75Q: 3 clusters Score -1982996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1983014.000000 Penalty: 4777.410645
	Iteration 76Q: 3 clusters Score -1983014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1983017.750000 Penalty: 4777.410645
	Iteration 77Q: 3 clusters Score -1983018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1983021.875000 Penalty: 4777.410645
	Iteration 78Q: 3 clusters Score -1983022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1983032.625000 Penalty: 4777.410645
	Iteration 79Q: 3 clusters Score -1983033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1983036.625000 Penalty: 4777.410645
	Iteration 80F: 3 clusters Score -1983037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1983045.375000 Penalty: 4777.410645
	Iteration 81Q: 3 clusters Score -1983045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1983047.000000 Penalty: 4777.410645
	Iteration 82Q: 3 clusters Score -1983047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1983052.125000 Penalty: 4777.410645
	Iteration 83Q: 3 clusters Score -1983052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1983053.750000 Penalty: 4777.410645
	Iteration 84Q: 3 clusters Score -1983054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1983058.750000 Penalty: 4777.410645
	Iteration 85Q: 3 clusters Score -1983059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1983057.875000 Penalty: 4777.410645
	Iteration 86Q: 3 clusters Score -1983058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1983067.750000 Penalty: 4777.410645
	Iteration 87Q: 3 clusters Score -1983068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1983073.500000 Penalty: 4777.410645
	Iteration 88Q: 3 clusters Score -1983074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1983068.500000 Penalty: 4777.410645
	Iteration 89Q: 3 clusters Score -1983068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1983071.000000 Penalty: 4777.410645
	Iteration 90Q: 3 clusters Score -1983071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1983070.000000 Penalty: 4777.410645
	Iteration 91Q: 3 clusters Score -1983070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1983073.250000 Penalty: 4777.410645
	Iteration 92Q: 3 clusters Score -1983073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1983074.750000 Penalty: 4777.410645
	Iteration 93Q: 3 clusters Score -1983075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1983076.375000 Penalty: 4777.410645
	Iteration 94Q: 3 clusters Score -1983076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1983074.500000 Penalty: 4777.410645
	Iteration 95Q: 3 clusters Score -1983074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1983076.375000 Penalty: 4777.410645
	Iteration 96Q: 3 clusters Score -1983076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1983076.375000 Penalty: 4777.410645
	Iteration 97F: 3 clusters Score -1983076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1539860.250000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1539860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1531398.375000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1531398 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1533938.750000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1533939 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1534250.750000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1534251 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1534477.875000 Penalty: 4626.749023
	Iteration 3Q: 3 clusters Score -1534478 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1534631.625000 Penalty: 4626.749023
	Iteration 4Q: 3 clusters Score -1534632 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1534778.000000 Penalty: 4626.749023
	Iteration 5Q: 3 clusters Score -1534778 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1534904.375000 Penalty: 4626.749023
	Iteration 6Q: 3 clusters Score -1534904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1535014.625000 Penalty: 4626.749023
	Iteration 7Q: 3 clusters Score -1535015 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1535108.500000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1535108 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1535181.250000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1535181 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1535269.875000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1535270 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1535368.125000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1535368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1535469.750000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1535470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1535591.375000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1535591 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1535719.875000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1535720 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1535856.375000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1535856 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1536028.375000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1536028 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1536227.375000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1536227 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1536430.250000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1536430 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1536595.000000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1536595 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1536732.625000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1536733 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1536828.125000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1536828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1536884.625000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1536885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1536916.750000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1536917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1536938.500000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1536938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1536944.375000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1536944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1536953.750000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1536954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1536954.375000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1536954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1536963.000000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1536963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1536965.000000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1536965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1536970.875000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1536971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1536973.250000 Penalty: 4626.749023
	Iteration 31Q: 3 clusters Score -1536973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1536981.125000 Penalty: 4626.749023
	Iteration 32Q: 3 clusters Score -1536981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1536986.625000 Penalty: 4626.749023
	Iteration 33Q: 3 clusters Score -1536987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1536986.625000 Penalty: 4626.749023
	Iteration 34Q: 3 clusters Score -1536987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1536989.875000 Penalty: 4626.749023
	Iteration 35Q: 3 clusters Score -1536990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1536988.875000 Penalty: 4626.749023
	Iteration 36Q: 3 clusters Score -1536989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1536990.250000 Penalty: 4626.749023
	Iteration 37Q: 3 clusters Score -1536990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1536995.625000 Penalty: 4626.749023
	Iteration 38Q: 3 clusters Score -1536996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1536999.625000 Penalty: 4626.749023
	Iteration 39Q: 3 clusters Score -1537000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1537004.875000 Penalty: 4626.749023
	Iteration 40F: 3 clusters Score -1537005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1537005.000000 Penalty: 4626.749023
	Iteration 41Q: 3 clusters Score -1537005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1537009.875000 Penalty: 4626.749023
	Iteration 42Q: 3 clusters Score -1537010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1537007.750000 Penalty: 4626.749023
	Iteration 43Q: 3 clusters Score -1537008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1537010.000000 Penalty: 4626.749023
	Iteration 44Q: 3 clusters Score -1537010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1537017.000000 Penalty: 4626.749023
	Iteration 45Q: 3 clusters Score -1537017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1537018.125000 Penalty: 4626.749023
	Iteration 46Q: 3 clusters Score -1537018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1537020.000000 Penalty: 4626.749023
	Iteration 47Q: 3 clusters Score -1537020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1537028.250000 Penalty: 4626.749023
	Iteration 48Q: 3 clusters Score -1537028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1537031.250000 Penalty: 4626.749023
	Iteration 49Q: 3 clusters Score -1537031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1537027.125000 Penalty: 4626.749023
	Iteration 50Q: 3 clusters Score -1537027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1537026.125000 Penalty: 4626.749023
	Iteration 51Q: 3 clusters Score -1537026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1537035.750000 Penalty: 4626.749023
	Iteration 52Q: 3 clusters Score -1537036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1537039.375000 Penalty: 4626.749023
	Iteration 53Q: 3 clusters Score -1537039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1537043.000000 Penalty: 4626.749023
	Iteration 54Q: 3 clusters Score -1537043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1537043.875000 Penalty: 4626.749023
	Iteration 55Q: 3 clusters Score -1537044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1537051.875000 Penalty: 4626.749023
	Iteration 56Q: 3 clusters Score -1537052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1537062.500000 Penalty: 4626.749023
	Iteration 57Q: 3 clusters Score -1537062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1537067.125000 Penalty: 4626.749023
	Iteration 58Q: 3 clusters Score -1537067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1537077.750000 Penalty: 4626.749023
	Iteration 59Q: 3 clusters Score -1537078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1537089.500000 Penalty: 4626.749023
	Iteration 60F: 3 clusters Score -1537090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1537097.500000 Penalty: 4626.749023
	Iteration 61Q: 3 clusters Score -1537098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1537103.250000 Penalty: 4626.749023
	Iteration 62Q: 3 clusters Score -1537103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1537120.750000 Penalty: 4626.749023
	Iteration 63Q: 3 clusters Score -1537121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1537133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1537145.125000 Penalty: 4626.749023
	Iteration 65Q: 3 clusters Score -1537145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1537158.750000 Penalty: 4626.749023
	Iteration 66Q: 3 clusters Score -1537159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1537167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1537180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1537191.625000 Penalty: 4626.749023
	Iteration 69Q: 3 clusters Score -1537192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1537200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1537204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1537212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1537206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1537209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1537210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1537210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1537211.125000 Penalty: 4626.749023
	Iteration 77Q: 3 clusters Score -1537211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1537212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1537217.125000 Penalty: 4626.749023
	Iteration 79Q: 3 clusters Score -1537217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1537217.250000 Penalty: 4626.749023
	Iteration 80F: 3 clusters Score -1537217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1537223.375000 Penalty: 4626.749023
	Iteration 81Q: 3 clusters Score -1537223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1537224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1537230.875000 Penalty: 4626.749023
	Iteration 83Q: 3 clusters Score -1537231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1537237.500000 Penalty: 4626.749023
	Iteration 84Q: 3 clusters Score -1537238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1537241.125000 Penalty: 4626.749023
	Iteration 85Q: 3 clusters Score -1537241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1537249.375000 Penalty: 4626.749023
	Iteration 86Q: 3 clusters Score -1537249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1537258.250000 Penalty: 4626.749023
	Iteration 87Q: 3 clusters Score -1537258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1537264.250000 Penalty: 4626.749023
	Iteration 88Q: 3 clusters Score -1537264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1537273.500000 Penalty: 4626.749023
	Iteration 89Q: 3 clusters Score -1537274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1537289.625000 Penalty: 4626.749023
	Iteration 90Q: 3 clusters Score -1537290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1537302.750000 Penalty: 4626.749023
	Iteration 91Q: 3 clusters Score -1537303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1537321.875000 Penalty: 4626.749023
	Iteration 92Q: 3 clusters Score -1537322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1537341.250000 Penalty: 4626.749023
	Iteration 93Q: 3 clusters Score -1537341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1537355.750000 Penalty: 4626.749023
	Iteration 94Q: 3 clusters Score -1537356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1537357.500000 Penalty: 4626.749023
	Iteration 95Q: 3 clusters Score -1537358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1537369.125000 Penalty: 4626.749023
	Iteration 96Q: 3 clusters Score -1537369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1537381.375000 Penalty: 4626.749023
	Iteration 97Q: 3 clusters Score -1537381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1537388.500000 Penalty: 4626.749023
	Iteration 98Q: 3 clusters Score -1537388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1537400.625000 Penalty: 4626.749023
	Iteration 99Q: 3 clusters Score -1537401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1537413.125000 Penalty: 4626.749023
	Iteration 100F: 3 clusters Score -1537413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1537430.625000 Penalty: 4626.749023
	Iteration 101Q: 3 clusters Score -1537431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1537448.500000 Penalty: 4626.749023
	Iteration 102Q: 3 clusters Score -1537448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1537465.000000 Penalty: 4626.749023
	Iteration 103Q: 3 clusters Score -1537465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1537466.500000 Penalty: 4626.749023
	Iteration 104Q: 3 clusters Score -1537466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1537474.875000 Penalty: 4626.749023
	Iteration 105Q: 3 clusters Score -1537475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1537482.875000 Penalty: 4626.749023
	Iteration 106Q: 3 clusters Score -1537483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1537496.125000 Penalty: 4626.749023
	Iteration 107Q: 3 clusters Score -1537496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1537513.750000 Penalty: 4626.749023
	Iteration 108Q: 3 clusters Score -1537514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1537517.000000 Penalty: 4626.749023
	Iteration 109Q: 3 clusters Score -1537517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1537520.125000 Penalty: 4626.749023
	Iteration 110Q: 3 clusters Score -1537520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1537523.875000 Penalty: 4626.749023
	Iteration 111Q: 3 clusters Score -1537524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1537536.375000 Penalty: 4626.749023
	Iteration 112Q: 3 clusters Score -1537536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1537545.500000 Penalty: 4626.749023
	Iteration 113Q: 3 clusters Score -1537546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1537554.750000 Penalty: 4626.749023
	Iteration 114Q: 3 clusters Score -1537555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1537569.250000 Penalty: 4626.749023
	Iteration 115Q: 3 clusters Score -1537569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1537572.375000 Penalty: 4626.749023
	Iteration 116Q: 3 clusters Score -1537572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1537585.375000 Penalty: 4626.749023
	Iteration 117Q: 3 clusters Score -1537585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1537592.000000 Penalty: 4626.749023
	Iteration 118Q: 3 clusters Score -1537592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1537596.125000 Penalty: 4626.749023
	Iteration 119Q: 3 clusters Score -1537596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1537602.500000 Penalty: 4626.749023
	Iteration 120F: 3 clusters Score -1537602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1537604.750000 Penalty: 4626.749023
	Iteration 121Q: 3 clusters Score -1537605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1537611.125000 Penalty: 4626.749023
	Iteration 122Q: 3 clusters Score -1537611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1537611.125000 Penalty: 4626.749023
	Iteration 123Q: 3 clusters Score -1537611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1537611.625000 Penalty: 4626.749023
	Iteration 124Q: 3 clusters Score -1537612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1537614.125000 Penalty: 4626.749023
	Iteration 125Q: 3 clusters Score -1537614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1537617.875000 Penalty: 4626.749023
	Iteration 126Q: 3 clusters Score -1537618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1537616.375000 Penalty: 4626.749023
	Iteration 127Q: 3 clusters Score -1537616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1537613.125000 Penalty: 4626.749023
	Iteration 128Q: 3 clusters Score -1537613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1537619.875000 Penalty: 4626.749023
	Iteration 129Q: 3 clusters Score -1537620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1537623.000000 Penalty: 4626.749023
	Iteration 130Q: 3 clusters Score -1537623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1537630.500000 Penalty: 4626.749023
	Iteration 131Q: 3 clusters Score -1537630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1537635.000000 Penalty: 4626.749023
	Iteration 132Q: 3 clusters Score -1537635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1537640.500000 Penalty: 4626.749023
	Iteration 133Q: 3 clusters Score -1537640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1537642.250000 Penalty: 4626.749023
	Iteration 134Q: 3 clusters Score -1537642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1537646.125000 Penalty: 4626.749023
	Iteration 135Q: 3 clusters Score -1537646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1537651.250000 Penalty: 4626.749023
	Iteration 136Q: 3 clusters Score -1537651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1537650.875000 Penalty: 4626.749023
	Iteration 137Q: 3 clusters Score -1537651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1537661.250000 Penalty: 4626.749023
	Iteration 138Q: 3 clusters Score -1537661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1537664.000000 Penalty: 4626.749023
	Iteration 139Q: 3 clusters Score -1537664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1537673.125000 Penalty: 4626.749023
	Iteration 140F: 3 clusters Score -1537673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1537678.500000 Penalty: 4626.749023
	Iteration 141Q: 3 clusters Score -1537678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1537684.875000 Penalty: 4626.749023
	Iteration 142Q: 3 clusters Score -1537685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1537697.375000 Penalty: 4626.749023
	Iteration 143Q: 3 clusters Score -1537697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1537702.125000 Penalty: 4626.749023
	Iteration 144Q: 3 clusters Score -1537702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1537708.000000 Penalty: 4626.749023
	Iteration 145Q: 3 clusters Score -1537708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1537718.000000 Penalty: 4626.749023
	Iteration 146Q: 3 clusters Score -1537718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1537725.750000 Penalty: 4626.749023
	Iteration 147Q: 3 clusters Score -1537726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1537733.625000 Penalty: 4626.749023
	Iteration 148Q: 3 clusters Score -1537734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1537742.375000 Penalty: 4626.749023
	Iteration 149Q: 3 clusters Score -1537742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1537745.250000 Penalty: 4626.749023
	Iteration 150Q: 3 clusters Score -1537745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1537747.250000 Penalty: 4626.749023
	Iteration 151Q: 3 clusters Score -1537747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1537747.000000 Penalty: 4626.749023
	Iteration 152Q: 3 clusters Score -1537747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1537747.000000 Penalty: 4626.749023
	Iteration 153F: 3 clusters Score -1537747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -212838.296875 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -212838.3 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 855 members 
Entering Unmasked Estep 
Score: -210431.140625 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -210431.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211300.765625 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -211300.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212277.906250 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -212277.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212677.734375 Penalty: 3721.084473
	Iteration 3F: 3 clusters Score -212677.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -212962.796875 Penalty: 3721.084473
	Iteration 4F: 3 clusters Score -212962.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -213151.765625 Penalty: 3721.084473
	Iteration 5F: 3 clusters Score -213151.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213283.609375 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -213283.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -213390.906250 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -213390.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -213460.203125 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -213460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -213488.875000 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -213488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -213508.406250 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -213508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213528.921875 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -213528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -213545.671875 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -213545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -213552.281250 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -213552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -213552.890625 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -213552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -213552.890625 Penalty: 3721.084473
	Iteration 15F: 3 clusters Score -213552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220207 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22074 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 335 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 112583 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131638 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 86083 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91359 members 
Mstep: Class 29 contains 21452 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228527 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Mstep: Class 38 contains 1477 members 
Entering Unmasked Estep 
Score: -181101136.000000 Penalty: 133400.531250
Splitting cluster 15 changes total score from -181102928.000000 to -181101136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Entering Unmasked Estep 
Score: -2396098.250000 Penalty: 2425.262207
	Iteration 0F: 2 clusters Score -2396098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2383643.000000 Penalty: 4850.524414
	Iteration 0F: 3 clusters Score -2383643 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2387660.250000 Penalty: 4850.524414
	Iteration 1F: 3 clusters Score -2387660 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2388111.250000 Penalty: 4850.524414
	Iteration 2F: 3 clusters Score -2388111 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2388617.500000 Penalty: 4850.524414
	Iteration 3F: 3 clusters Score -2388618 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2389220.500000 Penalty: 4850.524414
	Iteration 4F: 3 clusters Score -2389220 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2389987.500000 Penalty: 4850.524414
	Iteration 5F: 3 clusters Score -2389988 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2390994.750000 Penalty: 4850.524414
	Iteration 6F: 3 clusters Score -2390995 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2392063.250000 Penalty: 4850.524414
	Iteration 7F: 3 clusters Score -2392063 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2392903.500000 Penalty: 4850.524414
	Iteration 8F: 3 clusters Score -2392904 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2393452.500000 Penalty: 4850.524414
	Iteration 9Q: 3 clusters Score -2393452 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2393780.250000 Penalty: 4850.524414
	Iteration 10Q: 3 clusters Score -2393780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2393973.500000 Penalty: 4850.524414
	Iteration 11Q: 3 clusters Score -2393974 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2394091.250000 Penalty: 4850.524414
	Iteration 12Q: 3 clusters Score -2394091 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2394163.250000 Penalty: 4850.524414
	Iteration 13Q: 3 clusters Score -2394163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2394218.000000 Penalty: 4850.524414
	Iteration 14Q: 3 clusters Score -2394218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2394231.750000 Penalty: 4850.524414
	Iteration 15Q: 3 clusters Score -2394232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2394257.250000 Penalty: 4850.524414
	Iteration 16Q: 3 clusters Score -2394257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2394264.500000 Penalty: 4850.524414
	Iteration 17Q: 3 clusters Score -2394264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2394285.000000 Penalty: 4850.524414
	Iteration 18Q: 3 clusters Score -2394285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2394296.250000 Penalty: 4850.524414
	Iteration 19Q: 3 clusters Score -2394296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2394307.500000 Penalty: 4850.524414
	Iteration 20F: 3 clusters Score -2394308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2394311.250000 Penalty: 4850.524414
	Iteration 21Q: 3 clusters Score -2394311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2394318.500000 Penalty: 4850.524414
	Iteration 22Q: 3 clusters Score -2394318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2394322.250000 Penalty: 4850.524414
	Iteration 23Q: 3 clusters Score -2394322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2394327.250000 Penalty: 4850.524414
	Iteration 24Q: 3 clusters Score -2394327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2394331.000000 Penalty: 4850.524414
	Iteration 25Q: 3 clusters Score -2394331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2394329.250000 Penalty: 4850.524414
	Iteration 26Q: 3 clusters Score -2394329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2394333.250000 Penalty: 4850.524414
	Iteration 27Q: 3 clusters Score -2394333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2394331.750000 Penalty: 4850.524414
	Iteration 28Q: 3 clusters Score -2394332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2394331.750000 Penalty: 4850.524414
	Iteration 29F: 3 clusters Score -2394332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112583 members 
Entering Unmasked Estep 
Score: -15023192.000000 Penalty: 2884.598633
	Iteration 0F: 2 clusters Score -1.502319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -14948303.000000 Penalty: 5769.197266
	Iteration 0F: 3 clusters Score -1.49483e+07 nChanged 53192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -14979184.000000 Penalty: 5769.197266
	Iteration 1F: 3 clusters Score -1.497918e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -14980381.000000 Penalty: 5769.197266
	Iteration 2Q: 3 clusters Score -1.498038e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -14982396.000000 Penalty: 5769.197266
	Iteration 3Q: 3 clusters Score -1.49824e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -14985669.000000 Penalty: 5769.197266
	Iteration 4F: 3 clusters Score -1.498567e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -14991129.000000 Penalty: 5769.197266
	Iteration 5F: 3 clusters Score -1.499113e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -14999487.000000 Penalty: 5769.197266
	Iteration 6F: 3 clusters Score -1.499949e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -15008814.000000 Penalty: 5769.197266
	Iteration 7F: 3 clusters Score -1.500881e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -15015637.000000 Penalty: 5769.197266
	Iteration 8F: 3 clusters Score -1.501564e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -15018815.000000 Penalty: 5769.197266
	Iteration 9Q: 3 clusters Score -1.501882e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -15020013.000000 Penalty: 5769.197266
	Iteration 10Q: 3 clusters Score -1.502001e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -15020452.000000 Penalty: 5769.197266
	Iteration 11Q: 3 clusters Score -1.502045e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -15020608.000000 Penalty: 5769.197266
	Iteration 12Q: 3 clusters Score -1.502061e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -15020712.000000 Penalty: 5769.197266
	Iteration 13Q: 3 clusters Score -1.502071e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -15020763.000000 Penalty: 5769.197266
	Iteration 14Q: 3 clusters Score -1.502076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -15020775.000000 Penalty: 5769.197266
	Iteration 15Q: 3 clusters Score -1.502078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -15020802.000000 Penalty: 5769.197266
	Iteration 16Q: 3 clusters Score -1.50208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -15020805.000000 Penalty: 5769.197266
	Iteration 17Q: 3 clusters Score -1.50208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -15020821.000000 Penalty: 5769.197266
	Iteration 18Q: 3 clusters Score -1.502082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -15020842.000000 Penalty: 5769.197266
	Iteration 19Q: 3 clusters Score -1.502084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -15020850.000000 Penalty: 5769.197266
	Iteration 20F: 3 clusters Score -1.502085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -15020855.000000 Penalty: 5769.197266
	Iteration 21Q: 3 clusters Score -1.502086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 112070 members 
Entering Unmasked Estep 
Score: -15020874.000000 Penalty: 5769.197266
	Iteration 22Q: 3 clusters Score -1.502087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -15020888.000000 Penalty: 5769.197266
	Iteration 23Q: 3 clusters Score -1.502089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 112075 members 
Entering Unmasked Estep 
Score: -15020885.000000 Penalty: 5769.197266
	Iteration 24Q: 3 clusters Score -1.502088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -15020891.000000 Penalty: 5769.197266
	Iteration 25Q: 3 clusters Score -1.502089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 112084 members 
Entering Unmasked Estep 
Score: -15020890.000000 Penalty: 5769.197266
	Iteration 26Q: 3 clusters Score -1.502089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -15020894.000000 Penalty: 5769.197266
	Iteration 27Q: 3 clusters Score -1.502089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 112089 members 
Entering Unmasked Estep 
Score: -15020904.000000 Penalty: 5769.197266
	Iteration 28Q: 3 clusters Score -1.50209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -15020907.000000 Penalty: 5769.197266
	Iteration 29Q: 3 clusters Score -1.502091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -15020905.000000 Penalty: 5769.197266
	Iteration 30Q: 3 clusters Score -1.50209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -15020905.000000 Penalty: 5769.197266
	Iteration 31Q: 3 clusters Score -1.50209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -15020912.000000 Penalty: 5769.197266
	Iteration 32Q: 3 clusters Score -1.502091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -15020912.000000 Penalty: 5769.197266
	Iteration 33F: 3 clusters Score -1.502091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126960 members 
Entering Unmasked Estep 
Score: -16706781.000000 Penalty: 2914.403564
	Iteration 0F: 2 clusters Score -1.670678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -16622640.000000 Penalty: 5828.807129
	Iteration 0F: 3 clusters Score -1.662264e+07 nChanged 60545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -16657566.000000 Penalty: 5828.807129
	Iteration 1F: 3 clusters Score -1.665757e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -16658665.000000 Penalty: 5828.807129
	Iteration 2Q: 3 clusters Score -1.665866e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -16659892.000000 Penalty: 5828.807129
	Iteration 3Q: 3 clusters Score -1.665989e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -16661706.000000 Penalty: 5828.807129
	Iteration 4Q: 3 clusters Score -1.666171e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -16664569.000000 Penalty: 5828.807129
	Iteration 5Q: 3 clusters Score -1.666457e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -16669078.000000 Penalty: 5828.807129
	Iteration 6F: 3 clusters Score -1.666908e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -16676035.000000 Penalty: 5828.807129
	Iteration 7F: 3 clusters Score -1.667604e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -16684127.000000 Penalty: 5828.807129
	Iteration 8F: 3 clusters Score -1.668413e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -16691948.000000 Penalty: 5828.807129
	Iteration 9F: 3 clusters Score -1.669195e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -16697748.000000 Penalty: 5828.807129
	Iteration 10Q: 3 clusters Score -1.669775e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -16701339.000000 Penalty: 5828.807129
	Iteration 11Q: 3 clusters Score -1.670134e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -16702887.000000 Penalty: 5828.807129
	Iteration 12Q: 3 clusters Score -1.670289e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -16703513.000000 Penalty: 5828.807129
	Iteration 13Q: 3 clusters Score -1.670351e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 126323 members 
Entering Unmasked Estep 
Score: -16703811.000000 Penalty: 5828.807129
	Iteration 14Q: 3 clusters Score -1.670381e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 126464 members 
Entering Unmasked Estep 
Score: -16703983.000000 Penalty: 5828.807129
	Iteration 15Q: 3 clusters Score -1.670398e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -16704088.000000 Penalty: 5828.807129
	Iteration 16Q: 3 clusters Score -1.670409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -16704123.000000 Penalty: 5828.807129
	Iteration 17Q: 3 clusters Score -1.670412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -16704156.000000 Penalty: 5828.807129
	Iteration 18Q: 3 clusters Score -1.670416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -16704180.000000 Penalty: 5828.807129
	Iteration 19Q: 3 clusters Score -1.670418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -16704200.000000 Penalty: 5828.807129
	Iteration 20F: 3 clusters Score -1.67042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -16704198.000000 Penalty: 5828.807129
	Iteration 21Q: 3 clusters Score -1.67042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 126583 members 
Entering Unmasked Estep 
Score: -16704206.000000 Penalty: 5828.807129
	Iteration 22Q: 3 clusters Score -1.670421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -16704205.000000 Penalty: 5828.807129
	Iteration 23Q: 3 clusters Score -1.67042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -16704215.000000 Penalty: 5828.807129
	Iteration 24Q: 3 clusters Score -1.670422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -16704212.000000 Penalty: 5828.807129
	Iteration 25Q: 3 clusters Score -1.670421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -16704223.000000 Penalty: 5828.807129
	Iteration 26Q: 3 clusters Score -1.670422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -16704229.000000 Penalty: 5828.807129
	Iteration 27Q: 3 clusters Score -1.670423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -16704228.000000 Penalty: 5828.807129
	Iteration 28Q: 3 clusters Score -1.670423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -16704215.000000 Penalty: 5828.807129
	Iteration 29Q: 3 clusters Score -1.670422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126588 members 
Entering Unmasked Estep 
Score: -16704220.000000 Penalty: 5828.807129
	Iteration 30Q: 3 clusters Score -1.670422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -16704221.000000 Penalty: 5828.807129
	Iteration 31Q: 3 clusters Score -1.670422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 126591 members 
Entering Unmasked Estep 
Score: -16704240.000000 Penalty: 5828.807129
	Iteration 32Q: 3 clusters Score -1.670424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 126591 members 
Entering Unmasked Estep 
Score: -16704240.000000 Penalty: 5828.807129
	Iteration 33F: 3 clusters Score -1.670424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (131638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Entering Unmasked Estep 
Score: -16394082.000000 Penalty: 2923.377197
	Iteration 0F: 2 clusters Score -1.639408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -16306005.000000 Penalty: 5846.754395
	Iteration 0F: 3 clusters Score -1.6306e+07 nChanged 62775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -16341893.000000 Penalty: 5846.754395
	Iteration 1F: 3 clusters Score -1.634189e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -16343268.000000 Penalty: 5846.754395
	Iteration 2Q: 3 clusters Score -1.634327e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -16345367.000000 Penalty: 5846.754395
	Iteration 3Q: 3 clusters Score -1.634537e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -16347869.000000 Penalty: 5846.754395
	Iteration 4Q: 3 clusters Score -1.634787e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -16350597.000000 Penalty: 5846.754395
	Iteration 5Q: 3 clusters Score -1.63506e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -16353981.000000 Penalty: 5846.754395
	Iteration 6F: 3 clusters Score -1.635398e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -16357955.000000 Penalty: 5846.754395
	Iteration 7F: 3 clusters Score -1.635796e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -16362469.000000 Penalty: 5846.754395
	Iteration 8F: 3 clusters Score -1.636247e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -16367358.000000 Penalty: 5846.754395
	Iteration 9F: 3 clusters Score -1.636736e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -16371048.000000 Penalty: 5846.754395
	Iteration 10F: 3 clusters Score -1.637105e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -16373327.000000 Penalty: 5846.754395
	Iteration 11Q: 3 clusters Score -1.637333e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -16374389.000000 Penalty: 5846.754395
	Iteration 12Q: 3 clusters Score -1.637439e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -16374881.000000 Penalty: 5846.754395
	Iteration 13Q: 3 clusters Score -1.637488e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -16375238.000000 Penalty: 5846.754395
	Iteration 14Q: 3 clusters Score -1.637524e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -16375454.000000 Penalty: 5846.754395
	Iteration 15Q: 3 clusters Score -1.637545e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -16375726.000000 Penalty: 5846.754395
	Iteration 16Q: 3 clusters Score -1.637573e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -16375908.000000 Penalty: 5846.754395
	Iteration 17Q: 3 clusters Score -1.637591e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -16376102.000000 Penalty: 5846.754395
	Iteration 18Q: 3 clusters Score -1.63761e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -16376370.000000 Penalty: 5846.754395
	Iteration 19Q: 3 clusters Score -1.637637e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -16376564.000000 Penalty: 5846.754395
	Iteration 20F: 3 clusters Score -1.637656e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -16376756.000000 Penalty: 5846.754395
	Iteration 21Q: 3 clusters Score -1.637676e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -16376929.000000 Penalty: 5846.754395
	Iteration 22Q: 3 clusters Score -1.637693e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -16377090.000000 Penalty: 5846.754395
	Iteration 23Q: 3 clusters Score -1.637709e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -16377272.000000 Penalty: 5846.754395
	Iteration 24Q: 3 clusters Score -1.637727e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -16377364.000000 Penalty: 5846.754395
	Iteration 25Q: 3 clusters Score -1.637736e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -16377476.000000 Penalty: 5846.754395
	Iteration 26Q: 3 clusters Score -1.637748e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -16377615.000000 Penalty: 5846.754395
	Iteration 27Q: 3 clusters Score -1.637762e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -16377647.000000 Penalty: 5846.754395
	Iteration 28Q: 3 clusters Score -1.637765e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -16377772.000000 Penalty: 5846.754395
	Iteration 29Q: 3 clusters Score -1.637777e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -16377923.000000 Penalty: 5846.754395
	Iteration 30Q: 3 clusters Score -1.637792e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -16378055.000000 Penalty: 5846.754395
	Iteration 31Q: 3 clusters Score -1.637806e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -16378192.000000 Penalty: 5846.754395
	Iteration 32Q: 3 clusters Score -1.637819e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -16378277.000000 Penalty: 5846.754395
	Iteration 33Q: 3 clusters Score -1.637828e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -16378471.000000 Penalty: 5846.754395
	Iteration 34Q: 3 clusters Score -1.637847e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -16378660.000000 Penalty: 5846.754395
	Iteration 35Q: 3 clusters Score -1.637866e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -16378844.000000 Penalty: 5846.754395
	Iteration 36Q: 3 clusters Score -1.637884e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -16379023.000000 Penalty: 5846.754395
	Iteration 37Q: 3 clusters Score -1.637902e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -16379160.000000 Penalty: 5846.754395
	Iteration 38Q: 3 clusters Score -1.637916e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -16379387.000000 Penalty: 5846.754395
	Iteration 39Q: 3 clusters Score -1.637939e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -16379643.000000 Penalty: 5846.754395
	Iteration 40F: 3 clusters Score -1.637964e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -16379901.000000 Penalty: 5846.754395
	Iteration 41Q: 3 clusters Score -1.63799e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -16380230.000000 Penalty: 5846.754395
	Iteration 42Q: 3 clusters Score -1.638023e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -16380629.000000 Penalty: 5846.754395
	Iteration 43Q: 3 clusters Score -1.638063e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -16380921.000000 Penalty: 5846.754395
	Iteration 44Q: 3 clusters Score -1.638092e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -16381400.000000 Penalty: 5846.754395
	Iteration 45Q: 3 clusters Score -1.63814e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -16381862.000000 Penalty: 5846.754395
	Iteration 46Q: 3 clusters Score -1.638186e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -16382328.000000 Penalty: 5846.754395
	Iteration 47Q: 3 clusters Score -1.638233e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -16382853.000000 Penalty: 5846.754395
	Iteration 48Q: 3 clusters Score -1.638285e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -16383456.000000 Penalty: 5846.754395
	Iteration 49Q: 3 clusters Score -1.638346e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -16383953.000000 Penalty: 5846.754395
	Iteration 50Q: 3 clusters Score -1.638395e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -16384576.000000 Penalty: 5846.754395
	Iteration 51Q: 3 clusters Score -1.638458e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -16385237.000000 Penalty: 5846.754395
	Iteration 52Q: 3 clusters Score -1.638524e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -16385932.000000 Penalty: 5846.754395
	Iteration 53Q: 3 clusters Score -1.638593e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -16386637.000000 Penalty: 5846.754395
	Iteration 54Q: 3 clusters Score -1.638664e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -16387303.000000 Penalty: 5846.754395
	Iteration 55Q: 3 clusters Score -1.63873e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121353 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -16388120.000000 Penalty: 5846.754395
	Iteration 56Q: 3 clusters Score -1.638812e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -16388819.000000 Penalty: 5846.754395
	Iteration 57Q: 3 clusters Score -1.638882e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -16389405.000000 Penalty: 5846.754395
	Iteration 58Q: 3 clusters Score -1.63894e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -16390026.000000 Penalty: 5846.754395
	Iteration 59Q: 3 clusters Score -1.639003e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -16390479.000000 Penalty: 5846.754395
	Iteration 60F: 3 clusters Score -1.639048e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -16390982.000000 Penalty: 5846.754395
	Iteration 61Q: 3 clusters Score -1.639098e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -16391326.000000 Penalty: 5846.754395
	Iteration 62Q: 3 clusters Score -1.639133e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -16391650.000000 Penalty: 5846.754395
	Iteration 63Q: 3 clusters Score -1.639165e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -16391930.000000 Penalty: 5846.754395
	Iteration 64Q: 3 clusters Score -1.639193e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16392119.000000 Penalty: 5846.754395
	Iteration 65Q: 3 clusters Score -1.639212e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -16392260.000000 Penalty: 5846.754395
	Iteration 66Q: 3 clusters Score -1.639226e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16392345.000000 Penalty: 5846.754395
	Iteration 67Q: 3 clusters Score -1.639234e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -16392471.000000 Penalty: 5846.754395
	Iteration 68Q: 3 clusters Score -1.639247e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -16392544.000000 Penalty: 5846.754395
	Iteration 69Q: 3 clusters Score -1.639254e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -16392592.000000 Penalty: 5846.754395
	Iteration 70Q: 3 clusters Score -1.639259e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -16392647.000000 Penalty: 5846.754395
	Iteration 71Q: 3 clusters Score -1.639265e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -16392662.000000 Penalty: 5846.754395
	Iteration 72Q: 3 clusters Score -1.639266e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129691 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16392668.000000 Penalty: 5846.754395
	Iteration 73Q: 3 clusters Score -1.639267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129719 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16392685.000000 Penalty: 5846.754395
	Iteration 74Q: 3 clusters Score -1.639268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129750 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -16392670.000000 Penalty: 5846.754395
	Iteration 75Q: 3 clusters Score -1.639267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -16392684.000000 Penalty: 5846.754395
	Iteration 76Q: 3 clusters Score -1.639268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -16392716.000000 Penalty: 5846.754395
	Iteration 77Q: 3 clusters Score -1.639272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -16392718.000000 Penalty: 5846.754395
	Iteration 78Q: 3 clusters Score -1.639272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129804 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -16392720.000000 Penalty: 5846.754395
	Iteration 79Q: 3 clusters Score -1.639272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -16392737.000000 Penalty: 5846.754395
	Iteration 80F: 3 clusters Score -1.639274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16392743.000000 Penalty: 5846.754395
	Iteration 81Q: 3 clusters Score -1.639274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -16392737.000000 Penalty: 5846.754395
	Iteration 82Q: 3 clusters Score -1.639274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -16392751.000000 Penalty: 5846.754395
	Iteration 83Q: 3 clusters Score -1.639275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129840 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16392749.000000 Penalty: 5846.754395
	Iteration 84Q: 3 clusters Score -1.639275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129842 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -16392761.000000 Penalty: 5846.754395
	Iteration 85Q: 3 clusters Score -1.639276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129839 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16392767.000000 Penalty: 5846.754395
	Iteration 86Q: 3 clusters Score -1.639277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129847 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16392769.000000 Penalty: 5846.754395
	Iteration 87Q: 3 clusters Score -1.639277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129861 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16392814.000000 Penalty: 5846.754395
	Iteration 88Q: 3 clusters Score -1.639281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16392819.000000 Penalty: 5846.754395
	Iteration 89Q: 3 clusters Score -1.639282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16392834.000000 Penalty: 5846.754395
	Iteration 90Q: 3 clusters Score -1.639283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16392861.000000 Penalty: 5846.754395
	Iteration 91Q: 3 clusters Score -1.639286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16392873.000000 Penalty: 5846.754395
	Iteration 92Q: 3 clusters Score -1.639287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16392888.000000 Penalty: 5846.754395
	Iteration 93Q: 3 clusters Score -1.639289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16392906.000000 Penalty: 5846.754395
	Iteration 94Q: 3 clusters Score -1.639291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16392927.000000 Penalty: 5846.754395
	Iteration 95Q: 3 clusters Score -1.639293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129848 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -16392933.000000 Penalty: 5846.754395
	Iteration 96Q: 3 clusters Score -1.639293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16392949.000000 Penalty: 5846.754395
	Iteration 97Q: 3 clusters Score -1.639295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -16392931.000000 Penalty: 5846.754395
	Iteration 98Q: 3 clusters Score -1.639293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16392940.000000 Penalty: 5846.754395
	Iteration 99Q: 3 clusters Score -1.639294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129791 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -16392950.000000 Penalty: 5846.754395
	Iteration 100F: 3 clusters Score -1.639295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16392951.000000 Penalty: 5846.754395
	Iteration 101Q: 3 clusters Score -1.639295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16392953.000000 Penalty: 5846.754395
	Iteration 102Q: 3 clusters Score -1.639295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16392986.000000 Penalty: 5846.754395
	Iteration 103Q: 3 clusters Score -1.639299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16393003.000000 Penalty: 5846.754395
	Iteration 104Q: 3 clusters Score -1.6393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16392997.000000 Penalty: 5846.754395
	Iteration 105Q: 3 clusters Score -1.6393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16393006.000000 Penalty: 5846.754395
	Iteration 106Q: 3 clusters Score -1.639301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16392995.000000 Penalty: 5846.754395
	Iteration 107Q: 3 clusters Score -1.6393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -16393004.000000 Penalty: 5846.754395
	Iteration 108Q: 3 clusters Score -1.6393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16393000.000000 Penalty: 5846.754395
	Iteration 109Q: 3 clusters Score -1.6393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16393001.000000 Penalty: 5846.754395
	Iteration 110Q: 3 clusters Score -1.6393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16393001.000000 Penalty: 5846.754395
	Iteration 111Q: 3 clusters Score -1.6393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16393013.000000 Penalty: 5846.754395
	Iteration 112Q: 3 clusters Score -1.639301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -16393013.000000 Penalty: 5846.754395
	Iteration 113Q: 3 clusters Score -1.639301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16393018.000000 Penalty: 5846.754395
	Iteration 114Q: 3 clusters Score -1.639302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16393007.000000 Penalty: 5846.754395
	Iteration 115Q: 3 clusters Score -1.639301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16393007.000000 Penalty: 5846.754395
	Iteration 116F: 3 clusters Score -1.639301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -68452.906250 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -68452.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66885.000000 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -66885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67116.000000 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -67116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67193.765625 Penalty: 3132.417725
	Iteration 2Q: 3 clusters Score -67193.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67245.906250 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -67245.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67278.460938 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -67278.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67302.054688 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -67302.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67314.671875 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -67314.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67322.304688 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -67322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67325.281250 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -67325.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67328.453125 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -67328.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67330.328125 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -67330.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67332.125000 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -67332.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67333.179688 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -67333.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67335.859375 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -67335.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67337.671875 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -67337.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67338.312500 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -67338.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67338.312500 Penalty: 3132.417725
	Iteration 16F: 3 clusters Score -67338.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -545397.125000 Penalty: 2082.861572
	Iteration 0F: 2 clusters Score -545397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -541199.250000 Penalty: 4165.723145
	Iteration 0F: 3 clusters Score -541199.2 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -542300.500000 Penalty: 4165.723145
	Iteration 1F: 3 clusters Score -542300.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -542616.000000 Penalty: 4165.723145
	Iteration 2F: 3 clusters Score -542616 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -542868.750000 Penalty: 4165.723145
	Iteration 3F: 3 clusters Score -542868.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -543111.000000 Penalty: 4165.723145
	Iteration 4F: 3 clusters Score -543111 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -543298.750000 Penalty: 4165.723145
	Iteration 5Q: 3 clusters Score -543298.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -543446.687500 Penalty: 4165.723145
	Iteration 6Q: 3 clusters Score -543446.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -543562.437500 Penalty: 4165.723145
	Iteration 7Q: 3 clusters Score -543562.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -543650.062500 Penalty: 4165.723145
	Iteration 8Q: 3 clusters Score -543650.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -543724.750000 Penalty: 4165.723145
	Iteration 9Q: 3 clusters Score -543724.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -543775.125000 Penalty: 4165.723145
	Iteration 10Q: 3 clusters Score -543775.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -543800.125000 Penalty: 4165.723145
	Iteration 11Q: 3 clusters Score -543800.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -543820.875000 Penalty: 4165.723145
	Iteration 12Q: 3 clusters Score -543820.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -543838.937500 Penalty: 4165.723145
	Iteration 13Q: 3 clusters Score -543838.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -543863.625000 Penalty: 4165.723145
	Iteration 14Q: 3 clusters Score -543863.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -543877.375000 Penalty: 4165.723145
	Iteration 15Q: 3 clusters Score -543877.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -543895.437500 Penalty: 4165.723145
	Iteration 16Q: 3 clusters Score -543895.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -543911.500000 Penalty: 4165.723145
	Iteration 17Q: 3 clusters Score -543911.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -543920.750000 Penalty: 4165.723145
	Iteration 18Q: 3 clusters Score -543920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -543927.187500 Penalty: 4165.723145
	Iteration 19Q: 3 clusters Score -543927.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -543934.000000 Penalty: 4165.723145
	Iteration 20F: 3 clusters Score -543934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -543942.875000 Penalty: 4165.723145
	Iteration 21Q: 3 clusters Score -543942.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -543952.875000 Penalty: 4165.723145
	Iteration 22Q: 3 clusters Score -543952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -543968.062500 Penalty: 4165.723145
	Iteration 23Q: 3 clusters Score -543968.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -543983.000000 Penalty: 4165.723145
	Iteration 24Q: 3 clusters Score -543983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -543997.312500 Penalty: 4165.723145
	Iteration 25Q: 3 clusters Score -543997.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -544015.312500 Penalty: 4165.723145
	Iteration 26Q: 3 clusters Score -544015.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -544036.500000 Penalty: 4165.723145
	Iteration 27Q: 3 clusters Score -544036.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -544054.687500 Penalty: 4165.723145
	Iteration 28Q: 3 clusters Score -544054.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -544076.875000 Penalty: 4165.723145
	Iteration 29Q: 3 clusters Score -544076.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -544097.000000 Penalty: 4165.723145
	Iteration 30Q: 3 clusters Score -544097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -544119.437500 Penalty: 4165.723145
	Iteration 31Q: 3 clusters Score -544119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -544137.062500 Penalty: 4165.723145
	Iteration 32Q: 3 clusters Score -544137.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -544156.937500 Penalty: 4165.723145
	Iteration 33Q: 3 clusters Score -544156.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -544181.562500 Penalty: 4165.723145
	Iteration 34Q: 3 clusters Score -544181.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -544202.437500 Penalty: 4165.723145
	Iteration 35Q: 3 clusters Score -544202.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -544232.750000 Penalty: 4165.723145
	Iteration 36Q: 3 clusters Score -544232.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -544268.562500 Penalty: 4165.723145
	Iteration 37Q: 3 clusters Score -544268.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -544301.750000 Penalty: 4165.723145
	Iteration 38Q: 3 clusters Score -544301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -544335.625000 Penalty: 4165.723145
	Iteration 39Q: 3 clusters Score -544335.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -544370.937500 Penalty: 4165.723145
	Iteration 40F: 3 clusters Score -544370.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -544410.750000 Penalty: 4165.723145
	Iteration 41Q: 3 clusters Score -544410.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -544454.812500 Penalty: 4165.723145
	Iteration 42Q: 3 clusters Score -544454.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -544526.437500 Penalty: 4165.723145
	Iteration 43Q: 3 clusters Score -544526.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -544582.625000 Penalty: 4165.723145
	Iteration 44Q: 3 clusters Score -544582.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -544619.187500 Penalty: 4165.723145
	Iteration 45Q: 3 clusters Score -544619.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -544646.062500 Penalty: 4165.723145
	Iteration 46Q: 3 clusters Score -544646.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -544674.312500 Penalty: 4165.723145
	Iteration 47Q: 3 clusters Score -544674.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -544699.062500 Penalty: 4165.723145
	Iteration 48Q: 3 clusters Score -544699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -544734.375000 Penalty: 4165.723145
	Iteration 49Q: 3 clusters Score -544734.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -544778.000000 Penalty: 4165.723145
	Iteration 50Q: 3 clusters Score -544778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -544827.125000 Penalty: 4165.723145
	Iteration 51Q: 3 clusters Score -544827.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -544884.500000 Penalty: 4165.723145
	Iteration 52Q: 3 clusters Score -544884.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -544926.875000 Penalty: 4165.723145
	Iteration 53Q: 3 clusters Score -544926.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -544944.625000 Penalty: 4165.723145
	Iteration 54Q: 3 clusters Score -544944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -544957.375000 Penalty: 4165.723145
	Iteration 55Q: 3 clusters Score -544957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -544963.187500 Penalty: 4165.723145
	Iteration 56Q: 3 clusters Score -544963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -544970.812500 Penalty: 4165.723145
	Iteration 57Q: 3 clusters Score -544970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -544977.250000 Penalty: 4165.723145
	Iteration 58Q: 3 clusters Score -544977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -544984.250000 Penalty: 4165.723145
	Iteration 59Q: 3 clusters Score -544984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -544990.500000 Penalty: 4165.723145
	Iteration 60F: 3 clusters Score -544990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -544994.187500 Penalty: 4165.723145
	Iteration 61Q: 3 clusters Score -544994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -544998.062500 Penalty: 4165.723145
	Iteration 62Q: 3 clusters Score -544998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -545001.687500 Penalty: 4165.723145
	Iteration 63Q: 3 clusters Score -545001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -545002.750000 Penalty: 4165.723145
	Iteration 64Q: 3 clusters Score -545002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -545003.750000 Penalty: 4165.723145
	Iteration 65Q: 3 clusters Score -545003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -545007.062500 Penalty: 4165.723145
	Iteration 66Q: 3 clusters Score -545007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -545006.937500 Penalty: 4165.723145
	Iteration 67Q: 3 clusters Score -545006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -545007.375000 Penalty: 4165.723145
	Iteration 68Q: 3 clusters Score -545007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -545007.187500 Penalty: 4165.723145
	Iteration 69Q: 3 clusters Score -545007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -545008.812500 Penalty: 4165.723145
	Iteration 70Q: 3 clusters Score -545008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -545008.812500 Penalty: 4165.723145
	Iteration 71F: 3 clusters Score -545008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2573587.750000 Penalty: 2444.204346
	Iteration 0F: 2 clusters Score -2573588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2560124.000000 Penalty: 4888.408691
	Iteration 0F: 3 clusters Score -2560124 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2564705.000000 Penalty: 4888.408691
	Iteration 1F: 3 clusters Score -2564705 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2565184.500000 Penalty: 4888.408691
	Iteration 2F: 3 clusters Score -2565184 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2565557.750000 Penalty: 4888.408691
	Iteration 3Q: 3 clusters Score -2565558 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2565904.000000 Penalty: 4888.408691
	Iteration 4Q: 3 clusters Score -2565904 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2566313.250000 Penalty: 4888.408691
	Iteration 5Q: 3 clusters Score -2566313 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2566739.500000 Penalty: 4888.408691
	Iteration 6Q: 3 clusters Score -2566740 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2567203.750000 Penalty: 4888.408691
	Iteration 7Q: 3 clusters Score -2567204 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2567741.500000 Penalty: 4888.408691
	Iteration 8Q: 3 clusters Score -2567742 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2568239.750000 Penalty: 4888.408691
	Iteration 9Q: 3 clusters Score -2568240 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2568653.750000 Penalty: 4888.408691
	Iteration 10Q: 3 clusters Score -2568654 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2569086.250000 Penalty: 4888.408691
	Iteration 11Q: 3 clusters Score -2569086 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2569513.500000 Penalty: 4888.408691
	Iteration 12Q: 3 clusters Score -2569514 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2569940.000000 Penalty: 4888.408691
	Iteration 13Q: 3 clusters Score -2569940 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2570291.000000 Penalty: 4888.408691
	Iteration 14Q: 3 clusters Score -2570291 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2570616.500000 Penalty: 4888.408691
	Iteration 15Q: 3 clusters Score -2570616 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2570888.750000 Penalty: 4888.408691
	Iteration 16Q: 3 clusters Score -2570889 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2571169.000000 Penalty: 4888.408691
	Iteration 17Q: 3 clusters Score -2571169 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2571423.000000 Penalty: 4888.408691
	Iteration 18Q: 3 clusters Score -2571423 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2571652.500000 Penalty: 4888.408691
	Iteration 19Q: 3 clusters Score -2571652 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2571827.750000 Penalty: 4888.408691
	Iteration 20F: 3 clusters Score -2571828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2571940.000000 Penalty: 4888.408691
	Iteration 21Q: 3 clusters Score -2571940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2572008.000000 Penalty: 4888.408691
	Iteration 22Q: 3 clusters Score -2572008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2572064.500000 Penalty: 4888.408691
	Iteration 23Q: 3 clusters Score -2572064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2572090.500000 Penalty: 4888.408691
	Iteration 24Q: 3 clusters Score -2572090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2572111.250000 Penalty: 4888.408691
	Iteration 25Q: 3 clusters Score -2572111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2572120.500000 Penalty: 4888.408691
	Iteration 26Q: 3 clusters Score -2572120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2572136.250000 Penalty: 4888.408691
	Iteration 27Q: 3 clusters Score -2572136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2572139.000000 Penalty: 4888.408691
	Iteration 28Q: 3 clusters Score -2572139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2572146.250000 Penalty: 4888.408691
	Iteration 29Q: 3 clusters Score -2572146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2572145.000000 Penalty: 4888.408691
	Iteration 30Q: 3 clusters Score -2572145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2572153.500000 Penalty: 4888.408691
	Iteration 31Q: 3 clusters Score -2572154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2572151.750000 Penalty: 4888.408691
	Iteration 32Q: 3 clusters Score -2572152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2572155.500000 Penalty: 4888.408691
	Iteration 33Q: 3 clusters Score -2572156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2572159.500000 Penalty: 4888.408691
	Iteration 34Q: 3 clusters Score -2572160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2572159.000000 Penalty: 4888.408691
	Iteration 35Q: 3 clusters Score -2572159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2572161.000000 Penalty: 4888.408691
	Iteration 36Q: 3 clusters Score -2572161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2572162.750000 Penalty: 4888.408691
	Iteration 37Q: 3 clusters Score -2572163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2572163.250000 Penalty: 4888.408691
	Iteration 38Q: 3 clusters Score -2572163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2572162.000000 Penalty: 4888.408691
	Iteration 39Q: 3 clusters Score -2572162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2572160.500000 Penalty: 4888.408691
	Iteration 40F: 3 clusters Score -2572160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2572162.000000 Penalty: 4888.408691
	Iteration 41Q: 3 clusters Score -2572162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2572166.750000 Penalty: 4888.408691
	Iteration 42Q: 3 clusters Score -2572167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2572167.500000 Penalty: 4888.408691
	Iteration 43Q: 3 clusters Score -2572168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2572167.750000 Penalty: 4888.408691
	Iteration 44Q: 3 clusters Score -2572168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2572168.500000 Penalty: 4888.408691
	Iteration 45Q: 3 clusters Score -2572168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2572170.250000 Penalty: 4888.408691
	Iteration 46Q: 3 clusters Score -2572170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2572169.000000 Penalty: 4888.408691
	Iteration 47Q: 3 clusters Score -2572169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2572169.750000 Penalty: 4888.408691
	Iteration 48Q: 3 clusters Score -2572170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2572169.750000 Penalty: 4888.408691
	Iteration 49F: 3 clusters Score -2572170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Entering Unmasked Estep 
Score: -11530532.000000 Penalty: 2818.040771
	Iteration 0F: 2 clusters Score -1.153053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -11473006.000000 Penalty: 5636.081543
	Iteration 0F: 3 clusters Score -1.147301e+07 nChanged 40502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -11495731.000000 Penalty: 5636.081543
	Iteration 1F: 3 clusters Score -1.149573e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -11496434.000000 Penalty: 5636.081543
	Iteration 2Q: 3 clusters Score -1.149643e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -11497085.000000 Penalty: 5636.081543
	Iteration 3Q: 3 clusters Score -1.149708e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -11497745.000000 Penalty: 5636.081543
	Iteration 4Q: 3 clusters Score -1.149774e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -11498548.000000 Penalty: 5636.081543
	Iteration 5Q: 3 clusters Score -1.149855e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -11499453.000000 Penalty: 5636.081543
	Iteration 6Q: 3 clusters Score -1.149945e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -11500511.000000 Penalty: 5636.081543
	Iteration 7Q: 3 clusters Score -1.150051e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -11502134.000000 Penalty: 5636.081543
	Iteration 8Q: 3 clusters Score -1.150213e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -11504232.000000 Penalty: 5636.081543
	Iteration 9Q: 3 clusters Score -1.150423e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -11506859.000000 Penalty: 5636.081543
	Iteration 10F: 3 clusters Score -1.150686e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -11510076.000000 Penalty: 5636.081543
	Iteration 11F: 3 clusters Score -1.151008e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -11513000.000000 Penalty: 5636.081543
	Iteration 12F: 3 clusters Score -1.1513e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -11514800.000000 Penalty: 5636.081543
	Iteration 13Q: 3 clusters Score -1.15148e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -11515492.000000 Penalty: 5636.081543
	Iteration 14Q: 3 clusters Score -1.151549e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -11515870.000000 Penalty: 5636.081543
	Iteration 15Q: 3 clusters Score -1.151587e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -11516162.000000 Penalty: 5636.081543
	Iteration 16Q: 3 clusters Score -1.151616e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -11516433.000000 Penalty: 5636.081543
	Iteration 17Q: 3 clusters Score -1.151643e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -11516755.000000 Penalty: 5636.081543
	Iteration 18Q: 3 clusters Score -1.151676e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -11517124.000000 Penalty: 5636.081543
	Iteration 19Q: 3 clusters Score -1.151712e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -11517387.000000 Penalty: 5636.081543
	Iteration 20F: 3 clusters Score -1.151739e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -11517795.000000 Penalty: 5636.081543
	Iteration 21Q: 3 clusters Score -1.15178e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -11518334.000000 Penalty: 5636.081543
	Iteration 22Q: 3 clusters Score -1.151833e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -11518863.000000 Penalty: 5636.081543
	Iteration 23Q: 3 clusters Score -1.151886e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -11519263.000000 Penalty: 5636.081543
	Iteration 24Q: 3 clusters Score -1.151926e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -11519814.000000 Penalty: 5636.081543
	Iteration 25Q: 3 clusters Score -1.151981e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -11520412.000000 Penalty: 5636.081543
	Iteration 26Q: 3 clusters Score -1.152041e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -11521048.000000 Penalty: 5636.081543
	Iteration 27Q: 3 clusters Score -1.152105e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -11521736.000000 Penalty: 5636.081543
	Iteration 28Q: 3 clusters Score -1.152174e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -11522403.000000 Penalty: 5636.081543
	Iteration 29Q: 3 clusters Score -1.15224e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -11523058.000000 Penalty: 5636.081543
	Iteration 30Q: 3 clusters Score -1.152306e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -11523724.000000 Penalty: 5636.081543
	Iteration 31Q: 3 clusters Score -1.152372e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -11524340.000000 Penalty: 5636.081543
	Iteration 32Q: 3 clusters Score -1.152434e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -11525033.000000 Penalty: 5636.081543
	Iteration 33Q: 3 clusters Score -1.152503e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -11525535.000000 Penalty: 5636.081543
	Iteration 34Q: 3 clusters Score -1.152554e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -11526043.000000 Penalty: 5636.081543
	Iteration 35Q: 3 clusters Score -1.152604e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11526515.000000 Penalty: 5636.081543
	Iteration 36Q: 3 clusters Score -1.152652e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11526877.000000 Penalty: 5636.081543
	Iteration 37Q: 3 clusters Score -1.152688e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11527158.000000 Penalty: 5636.081543
	Iteration 38Q: 3 clusters Score -1.152716e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11527365.000000 Penalty: 5636.081543
	Iteration 39Q: 3 clusters Score -1.152736e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11527493.000000 Penalty: 5636.081543
	Iteration 40F: 3 clusters Score -1.152749e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11527625.000000 Penalty: 5636.081543
	Iteration 41Q: 3 clusters Score -1.152762e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11527732.000000 Penalty: 5636.081543
	Iteration 42Q: 3 clusters Score -1.152773e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11527812.000000 Penalty: 5636.081543
	Iteration 43Q: 3 clusters Score -1.152781e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11527863.000000 Penalty: 5636.081543
	Iteration 44Q: 3 clusters Score -1.152786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11527898.000000 Penalty: 5636.081543
	Iteration 45Q: 3 clusters Score -1.15279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11527926.000000 Penalty: 5636.081543
	Iteration 46Q: 3 clusters Score -1.152793e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11527947.000000 Penalty: 5636.081543
	Iteration 47Q: 3 clusters Score -1.152795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11527960.000000 Penalty: 5636.081543
	Iteration 48Q: 3 clusters Score -1.152796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11527976.000000 Penalty: 5636.081543
	Iteration 49Q: 3 clusters Score -1.152798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11528010.000000 Penalty: 5636.081543
	Iteration 50Q: 3 clusters Score -1.152801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11528029.000000 Penalty: 5636.081543
	Iteration 51Q: 3 clusters Score -1.152803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11528034.000000 Penalty: 5636.081543
	Iteration 52Q: 3 clusters Score -1.152803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11528041.000000 Penalty: 5636.081543
	Iteration 53Q: 3 clusters Score -1.152804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11528041.000000 Penalty: 5636.081543
	Iteration 54Q: 3 clusters Score -1.152804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11528048.000000 Penalty: 5636.081543
	Iteration 55Q: 3 clusters Score -1.152805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11528039.000000 Penalty: 5636.081543
	Iteration 56Q: 3 clusters Score -1.152804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11528049.000000 Penalty: 5636.081543
	Iteration 57Q: 3 clusters Score -1.152805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11528039.000000 Penalty: 5636.081543
	Iteration 58Q: 3 clusters Score -1.152804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11528050.000000 Penalty: 5636.081543
	Iteration 59Q: 3 clusters Score -1.152805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11528055.000000 Penalty: 5636.081543
	Iteration 60F: 3 clusters Score -1.152806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11528055.000000 Penalty: 5636.081543
	Iteration 61Q: 3 clusters Score -1.152806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11528060.000000 Penalty: 5636.081543
	Iteration 62Q: 3 clusters Score -1.152806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11528062.000000 Penalty: 5636.081543
	Iteration 63Q: 3 clusters Score -1.152806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11528069.000000 Penalty: 5636.081543
	Iteration 64Q: 3 clusters Score -1.152807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11528065.000000 Penalty: 5636.081543
	Iteration 65Q: 3 clusters Score -1.152806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11528065.000000 Penalty: 5636.081543
	Iteration 66F: 3 clusters Score -1.152806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -691624.500000 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -691624.5 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 2865 members 
Entering Unmasked Estep 
Score: -686743.750000 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -686743.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -688048.000000 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -688048 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -688428.812500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -688428.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -688828.437500 Penalty: 4278.519531
	Iteration 3F: 3 clusters Score -688828.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -689261.125000 Penalty: 4278.519531
	Iteration 4F: 3 clusters Score -689261.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -689673.625000 Penalty: 4278.519531
	Iteration 5F: 3 clusters Score -689673.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -689980.500000 Penalty: 4278.519531
	Iteration 6F: 3 clusters Score -689980.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -690174.500000 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -690174.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -690291.312500 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -690291.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -690355.375000 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -690355.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -690387.562500 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -690387.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -690415.750000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -690415.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -690436.062500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -690436.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -690449.625000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -690449.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -690460.562500 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -690460.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -690469.500000 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -690469.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -690477.437500 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -690477.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -690483.187500 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -690483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -690489.937500 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -690489.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -690493.125000 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -690493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -690496.812500 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -690496.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -690499.812500 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -690499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -690504.062500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -690504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -690504.625000 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -690504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -690504.625000 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -690504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -690505.250000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -690505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -690508.375000 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -690508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -690507.500000 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -690507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -690507.500000 Penalty: 4278.519531
	Iteration 28F: 3 clusters Score -690507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -55376.152344 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55376.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53944.011719 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -53944.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54169.691406 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54169.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54264.535156 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54264.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54315.957031 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54315.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54344.953125 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54344.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54354.484375 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54354.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54365.621094 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54365.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54378.253906 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -54378.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54388.261719 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -54388.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54392.390625 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -54392.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54392.390625 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -54392.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1801900.875000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1801901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1791799.000000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1791799 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1795106.500000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1795106 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1795792.875000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1795793 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1796499.625000 Penalty: 4731.092285
	Iteration 3F: 3 clusters Score -1796500 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1797222.125000 Penalty: 4731.092285
	Iteration 4F: 3 clusters Score -1797222 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1797888.000000 Penalty: 4731.092285
	Iteration 5F: 3 clusters Score -1797888 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1798435.000000 Penalty: 4731.092285
	Iteration 6F: 3 clusters Score -1798435 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1798861.250000 Penalty: 4731.092285
	Iteration 7Q: 3 clusters Score -1798861 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1799198.125000 Penalty: 4731.092285
	Iteration 8Q: 3 clusters Score -1799198 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1799459.125000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1799459 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1799633.000000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1799633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1799768.625000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1799769 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1799903.000000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1799903 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1800008.250000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1800008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1800105.125000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1800105 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1800189.500000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1800190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1800264.875000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1800265 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1800327.375000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1800327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1800417.125000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1800417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1800529.500000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1800530 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1800679.375000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1800679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1800875.875000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1800876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1800992.625000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1800993 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1801052.875000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1801053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1801080.625000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1801081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1801089.375000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1801089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1801103.250000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1801103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1801105.125000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1801105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1801110.625000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1801111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1801112.625000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1801113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1801115.250000 Penalty: 4731.092285
	Iteration 30Q: 3 clusters Score -1801115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1801116.875000 Penalty: 4731.092285
	Iteration 31Q: 3 clusters Score -1801117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1801116.375000 Penalty: 4731.092285
	Iteration 32Q: 3 clusters Score -1801116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1801116.250000 Penalty: 4731.092285
	Iteration 33Q: 3 clusters Score -1801116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1801114.125000 Penalty: 4731.092285
	Iteration 34Q: 3 clusters Score -1801114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1801119.000000 Penalty: 4731.092285
	Iteration 35Q: 3 clusters Score -1801119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1801119.125000 Penalty: 4731.092285
	Iteration 36Q: 3 clusters Score -1801119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1801119.750000 Penalty: 4731.092285
	Iteration 37Q: 3 clusters Score -1801120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1801121.250000 Penalty: 4731.092285
	Iteration 38Q: 3 clusters Score -1801121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1801118.125000 Penalty: 4731.092285
	Iteration 39Q: 3 clusters Score -1801118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1801119.250000 Penalty: 4731.092285
	Iteration 40F: 3 clusters Score -1801119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1801120.375000 Penalty: 4731.092285
	Iteration 41Q: 3 clusters Score -1801120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1801117.750000 Penalty: 4731.092285
	Iteration 42Q: 3 clusters Score -1801118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1801122.000000 Penalty: 4731.092285
	Iteration 43Q: 3 clusters Score -1801122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1801118.250000 Penalty: 4731.092285
	Iteration 44Q: 3 clusters Score -1801118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1801123.250000 Penalty: 4731.092285
	Iteration 45Q: 3 clusters Score -1801123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1801123.875000 Penalty: 4731.092285
	Iteration 46Q: 3 clusters Score -1801124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1801122.125000 Penalty: 4731.092285
	Iteration 47Q: 3 clusters Score -1801122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1801124.875000 Penalty: 4731.092285
	Iteration 48Q: 3 clusters Score -1801125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1801123.875000 Penalty: 4731.092285
	Iteration 49Q: 3 clusters Score -1801124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1801123.875000 Penalty: 4731.092285
	Iteration 50F: 3 clusters Score -1801124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Entering Unmasked Estep 
Score: -2969400.500000 Penalty: 2479.713135
	Iteration 0F: 2 clusters Score -2969400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2953936.000000 Penalty: 4959.426270
	Iteration 0F: 3 clusters Score -2953936 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2959180.500000 Penalty: 4959.426270
	Iteration 1F: 3 clusters Score -2959180 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2959631.000000 Penalty: 4959.426270
	Iteration 2F: 3 clusters Score -2959631 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2960051.250000 Penalty: 4959.426270
	Iteration 3Q: 3 clusters Score -2960051 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2960440.500000 Penalty: 4959.426270
	Iteration 4Q: 3 clusters Score -2960440 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2960805.750000 Penalty: 4959.426270
	Iteration 5Q: 3 clusters Score -2960806 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2961186.250000 Penalty: 4959.426270
	Iteration 6Q: 3 clusters Score -2961186 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2961590.750000 Penalty: 4959.426270
	Iteration 7Q: 3 clusters Score -2961591 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2962016.500000 Penalty: 4959.426270
	Iteration 8Q: 3 clusters Score -2962016 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2962412.750000 Penalty: 4959.426270
	Iteration 9Q: 3 clusters Score -2962413 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2962758.250000 Penalty: 4959.426270
	Iteration 10Q: 3 clusters Score -2962758 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2963015.250000 Penalty: 4959.426270
	Iteration 11Q: 3 clusters Score -2963015 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2963250.750000 Penalty: 4959.426270
	Iteration 12Q: 3 clusters Score -2963251 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2963468.750000 Penalty: 4959.426270
	Iteration 13Q: 3 clusters Score -2963469 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2963664.500000 Penalty: 4959.426270
	Iteration 14Q: 3 clusters Score -2963664 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2963800.000000 Penalty: 4959.426270
	Iteration 15Q: 3 clusters Score -2963800 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2963933.500000 Penalty: 4959.426270
	Iteration 16Q: 3 clusters Score -2963934 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2964057.750000 Penalty: 4959.426270
	Iteration 17Q: 3 clusters Score -2964058 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2964183.500000 Penalty: 4959.426270
	Iteration 18Q: 3 clusters Score -2964184 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2964281.000000 Penalty: 4959.426270
	Iteration 19Q: 3 clusters Score -2964281 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2964371.750000 Penalty: 4959.426270
	Iteration 20F: 3 clusters Score -2964372 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2964449.750000 Penalty: 4959.426270
	Iteration 21Q: 3 clusters Score -2964450 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2964526.000000 Penalty: 4959.426270
	Iteration 22Q: 3 clusters Score -2964526 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2964609.000000 Penalty: 4959.426270
	Iteration 23Q: 3 clusters Score -2964609 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2964679.750000 Penalty: 4959.426270
	Iteration 24Q: 3 clusters Score -2964680 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2964753.750000 Penalty: 4959.426270
	Iteration 25Q: 3 clusters Score -2964754 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2964807.000000 Penalty: 4959.426270
	Iteration 26Q: 3 clusters Score -2964807 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2964874.250000 Penalty: 4959.426270
	Iteration 27Q: 3 clusters Score -2964874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2964929.000000 Penalty: 4959.426270
	Iteration 28Q: 3 clusters Score -2964929 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2964997.500000 Penalty: 4959.426270
	Iteration 29Q: 3 clusters Score -2964998 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2965036.250000 Penalty: 4959.426270
	Iteration 30Q: 3 clusters Score -2965036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2965098.000000 Penalty: 4959.426270
	Iteration 31Q: 3 clusters Score -2965098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2965155.250000 Penalty: 4959.426270
	Iteration 32Q: 3 clusters Score -2965155 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2965205.500000 Penalty: 4959.426270
	Iteration 33Q: 3 clusters Score -2965206 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2965247.250000 Penalty: 4959.426270
	Iteration 34Q: 3 clusters Score -2965247 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2965270.500000 Penalty: 4959.426270
	Iteration 35Q: 3 clusters Score -2965270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2965300.750000 Penalty: 4959.426270
	Iteration 36Q: 3 clusters Score -2965301 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2965320.250000 Penalty: 4959.426270
	Iteration 37Q: 3 clusters Score -2965320 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2965353.750000 Penalty: 4959.426270
	Iteration 38Q: 3 clusters Score -2965354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2965383.750000 Penalty: 4959.426270
	Iteration 39Q: 3 clusters Score -2965384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2965411.250000 Penalty: 4959.426270
	Iteration 40F: 3 clusters Score -2965411 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2965443.000000 Penalty: 4959.426270
	Iteration 41Q: 3 clusters Score -2965443 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2965479.750000 Penalty: 4959.426270
	Iteration 42Q: 3 clusters Score -2965480 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2965499.000000 Penalty: 4959.426270
	Iteration 43Q: 3 clusters Score -2965499 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2965528.500000 Penalty: 4959.426270
	Iteration 44Q: 3 clusters Score -2965528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2965552.250000 Penalty: 4959.426270
	Iteration 45Q: 3 clusters Score -2965552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2965588.750000 Penalty: 4959.426270
	Iteration 46Q: 3 clusters Score -2965589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2965608.250000 Penalty: 4959.426270
	Iteration 47Q: 3 clusters Score -2965608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2965646.750000 Penalty: 4959.426270
	Iteration 48Q: 3 clusters Score -2965647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2965683.250000 Penalty: 4959.426270
	Iteration 49Q: 3 clusters Score -2965683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2965714.000000 Penalty: 4959.426270
	Iteration 50Q: 3 clusters Score -2965714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2965739.250000 Penalty: 4959.426270
	Iteration 51Q: 3 clusters Score -2965739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2965764.250000 Penalty: 4959.426270
	Iteration 52Q: 3 clusters Score -2965764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2965795.750000 Penalty: 4959.426270
	Iteration 53Q: 3 clusters Score -2965796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2965832.250000 Penalty: 4959.426270
	Iteration 54Q: 3 clusters Score -2965832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2965860.000000 Penalty: 4959.426270
	Iteration 55Q: 3 clusters Score -2965860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2965900.500000 Penalty: 4959.426270
	Iteration 56Q: 3 clusters Score -2965900 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2965960.000000 Penalty: 4959.426270
	Iteration 57Q: 3 clusters Score -2965960 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2966006.750000 Penalty: 4959.426270
	Iteration 58Q: 3 clusters Score -2966007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2966041.750000 Penalty: 4959.426270
	Iteration 59Q: 3 clusters Score -2966042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2966059.000000 Penalty: 4959.426270
	Iteration 60F: 3 clusters Score -2966059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2966091.250000 Penalty: 4959.426270
	Iteration 61Q: 3 clusters Score -2966091 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2966122.000000 Penalty: 4959.426270
	Iteration 62Q: 3 clusters Score -2966122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2966157.500000 Penalty: 4959.426270
	Iteration 63Q: 3 clusters Score -2966158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2966197.250000 Penalty: 4959.426270
	Iteration 64Q: 3 clusters Score -2966197 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2966224.500000 Penalty: 4959.426270
	Iteration 65Q: 3 clusters Score -2966224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2966257.250000 Penalty: 4959.426270
	Iteration 66Q: 3 clusters Score -2966257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2966275.000000 Penalty: 4959.426270
	Iteration 67Q: 3 clusters Score -2966275 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2966320.750000 Penalty: 4959.426270
	Iteration 68Q: 3 clusters Score -2966321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2966363.000000 Penalty: 4959.426270
	Iteration 69Q: 3 clusters Score -2966363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2966404.000000 Penalty: 4959.426270
	Iteration 70Q: 3 clusters Score -2966404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2966452.500000 Penalty: 4959.426270
	Iteration 71Q: 3 clusters Score -2966452 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2966504.250000 Penalty: 4959.426270
	Iteration 72Q: 3 clusters Score -2966504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2966554.500000 Penalty: 4959.426270
	Iteration 73Q: 3 clusters Score -2966554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2966601.250000 Penalty: 4959.426270
	Iteration 74Q: 3 clusters Score -2966601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2966642.250000 Penalty: 4959.426270
	Iteration 75Q: 3 clusters Score -2966642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2966686.000000 Penalty: 4959.426270
	Iteration 76Q: 3 clusters Score -2966686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2966742.750000 Penalty: 4959.426270
	Iteration 77Q: 3 clusters Score -2966743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2966786.750000 Penalty: 4959.426270
	Iteration 78Q: 3 clusters Score -2966787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2966831.500000 Penalty: 4959.426270
	Iteration 79Q: 3 clusters Score -2966832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2966871.500000 Penalty: 4959.426270
	Iteration 80F: 3 clusters Score -2966872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2966926.250000 Penalty: 4959.426270
	Iteration 81Q: 3 clusters Score -2966926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2966958.500000 Penalty: 4959.426270
	Iteration 82Q: 3 clusters Score -2966958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2966974.250000 Penalty: 4959.426270
	Iteration 83Q: 3 clusters Score -2966974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2967014.750000 Penalty: 4959.426270
	Iteration 84Q: 3 clusters Score -2967015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2967028.500000 Penalty: 4959.426270
	Iteration 85Q: 3 clusters Score -2967028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2967049.500000 Penalty: 4959.426270
	Iteration 86Q: 3 clusters Score -2967050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2967059.500000 Penalty: 4959.426270
	Iteration 87Q: 3 clusters Score -2967060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2967089.500000 Penalty: 4959.426270
	Iteration 88Q: 3 clusters Score -2967090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2967094.000000 Penalty: 4959.426270
	Iteration 89Q: 3 clusters Score -2967094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2967111.000000 Penalty: 4959.426270
	Iteration 90Q: 3 clusters Score -2967111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2967116.750000 Penalty: 4959.426270
	Iteration 91Q: 3 clusters Score -2967117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2967129.500000 Penalty: 4959.426270
	Iteration 92Q: 3 clusters Score -2967130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2967133.750000 Penalty: 4959.426270
	Iteration 93Q: 3 clusters Score -2967134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2967132.000000 Penalty: 4959.426270
	Iteration 94Q: 3 clusters Score -2967132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2967137.250000 Penalty: 4959.426270
	Iteration 95Q: 3 clusters Score -2967137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2967145.750000 Penalty: 4959.426270
	Iteration 96Q: 3 clusters Score -2967146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2967157.500000 Penalty: 4959.426270
	Iteration 97Q: 3 clusters Score -2967158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2967165.500000 Penalty: 4959.426270
	Iteration 98Q: 3 clusters Score -2967166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2967170.500000 Penalty: 4959.426270
	Iteration 99Q: 3 clusters Score -2967170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2967194.250000 Penalty: 4959.426270
	Iteration 100F: 3 clusters Score -2967194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2967203.500000 Penalty: 4959.426270
	Iteration 101Q: 3 clusters Score -2967204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2967213.000000 Penalty: 4959.426270
	Iteration 102Q: 3 clusters Score -2967213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2967224.000000 Penalty: 4959.426270
	Iteration 103Q: 3 clusters Score -2967224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2967230.250000 Penalty: 4959.426270
	Iteration 104Q: 3 clusters Score -2967230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2967244.000000 Penalty: 4959.426270
	Iteration 105Q: 3 clusters Score -2967244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2967246.750000 Penalty: 4959.426270
	Iteration 106Q: 3 clusters Score -2967247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2967255.750000 Penalty: 4959.426270
	Iteration 107Q: 3 clusters Score -2967256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2967256.500000 Penalty: 4959.426270
	Iteration 108Q: 3 clusters Score -2967256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2967260.000000 Penalty: 4959.426270
	Iteration 109Q: 3 clusters Score -2967260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2967262.250000 Penalty: 4959.426270
	Iteration 110Q: 3 clusters Score -2967262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2967268.000000 Penalty: 4959.426270
	Iteration 111Q: 3 clusters Score -2967268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2967267.500000 Penalty: 4959.426270
	Iteration 112Q: 3 clusters Score -2967268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2967268.250000 Penalty: 4959.426270
	Iteration 113Q: 3 clusters Score -2967268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2967271.250000 Penalty: 4959.426270
	Iteration 114Q: 3 clusters Score -2967271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2967270.750000 Penalty: 4959.426270
	Iteration 115Q: 3 clusters Score -2967271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2967276.500000 Penalty: 4959.426270
	Iteration 116Q: 3 clusters Score -2967276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2967279.500000 Penalty: 4959.426270
	Iteration 117Q: 3 clusters Score -2967280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2967285.750000 Penalty: 4959.426270
	Iteration 118Q: 3 clusters Score -2967286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2967286.000000 Penalty: 4959.426270
	Iteration 119Q: 3 clusters Score -2967286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2967290.500000 Penalty: 4959.426270
	Iteration 120F: 3 clusters Score -2967290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2967291.750000 Penalty: 4959.426270
	Iteration 121Q: 3 clusters Score -2967292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2967294.000000 Penalty: 4959.426270
	Iteration 122Q: 3 clusters Score -2967294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2967293.750000 Penalty: 4959.426270
	Iteration 123Q: 3 clusters Score -2967294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2967293.750000 Penalty: 4959.426270
	Iteration 124F: 3 clusters Score -2967294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Entering Unmasked Estep 
Score: -12181929.000000 Penalty: 2832.792969
	Iteration 0F: 2 clusters Score -1.218193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -12121092.000000 Penalty: 5665.585938
	Iteration 0F: 3 clusters Score -1.212109e+07 nChanged 42851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -12145806.000000 Penalty: 5665.585938
	Iteration 1F: 3 clusters Score -1.214581e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -12146670.000000 Penalty: 5665.585938
	Iteration 2Q: 3 clusters Score -1.214667e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -12147901.000000 Penalty: 5665.585938
	Iteration 3Q: 3 clusters Score -1.21479e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -12149708.000000 Penalty: 5665.585938
	Iteration 4Q: 3 clusters Score -1.214971e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -12152692.000000 Penalty: 5665.585938
	Iteration 5F: 3 clusters Score -1.215269e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -12157173.000000 Penalty: 5665.585938
	Iteration 6F: 3 clusters Score -1.215717e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -12162949.000000 Penalty: 5665.585938
	Iteration 7F: 3 clusters Score -1.216295e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -12169092.000000 Penalty: 5665.585938
	Iteration 8F: 3 clusters Score -1.216909e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -12173635.000000 Penalty: 5665.585938
	Iteration 9F: 3 clusters Score -1.217364e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -12176209.000000 Penalty: 5665.585938
	Iteration 10Q: 3 clusters Score -1.217621e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -12177646.000000 Penalty: 5665.585938
	Iteration 11Q: 3 clusters Score -1.217765e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12178338.000000 Penalty: 5665.585938
	Iteration 12Q: 3 clusters Score -1.217834e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12178772.000000 Penalty: 5665.585938
	Iteration 13Q: 3 clusters Score -1.217877e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12179037.000000 Penalty: 5665.585938
	Iteration 14Q: 3 clusters Score -1.217904e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12179173.000000 Penalty: 5665.585938
	Iteration 15Q: 3 clusters Score -1.217917e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12179235.000000 Penalty: 5665.585938
	Iteration 16Q: 3 clusters Score -1.217924e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12179329.000000 Penalty: 5665.585938
	Iteration 17Q: 3 clusters Score -1.217933e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12179368.000000 Penalty: 5665.585938
	Iteration 18Q: 3 clusters Score -1.217937e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12179412.000000 Penalty: 5665.585938
	Iteration 19Q: 3 clusters Score -1.217941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12179427.000000 Penalty: 5665.585938
	Iteration 20F: 3 clusters Score -1.217943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12179453.000000 Penalty: 5665.585938
	Iteration 21Q: 3 clusters Score -1.217945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12179488.000000 Penalty: 5665.585938
	Iteration 22Q: 3 clusters Score -1.217949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12179493.000000 Penalty: 5665.585938
	Iteration 23Q: 3 clusters Score -1.217949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12179520.000000 Penalty: 5665.585938
	Iteration 24Q: 3 clusters Score -1.217952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12179555.000000 Penalty: 5665.585938
	Iteration 25Q: 3 clusters Score -1.217956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12179568.000000 Penalty: 5665.585938
	Iteration 26Q: 3 clusters Score -1.217957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12179593.000000 Penalty: 5665.585938
	Iteration 27Q: 3 clusters Score -1.217959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12179609.000000 Penalty: 5665.585938
	Iteration 28Q: 3 clusters Score -1.217961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12179649.000000 Penalty: 5665.585938
	Iteration 29Q: 3 clusters Score -1.217965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12179655.000000 Penalty: 5665.585938
	Iteration 30Q: 3 clusters Score -1.217966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12179675.000000 Penalty: 5665.585938
	Iteration 31Q: 3 clusters Score -1.217968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12179700.000000 Penalty: 5665.585938
	Iteration 32Q: 3 clusters Score -1.21797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12179698.000000 Penalty: 5665.585938
	Iteration 33Q: 3 clusters Score -1.21797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12179735.000000 Penalty: 5665.585938
	Iteration 34Q: 3 clusters Score -1.217974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12179742.000000 Penalty: 5665.585938
	Iteration 35Q: 3 clusters Score -1.217974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12179737.000000 Penalty: 5665.585938
	Iteration 36Q: 3 clusters Score -1.217974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12179737.000000 Penalty: 5665.585938
	Iteration 37Q: 3 clusters Score -1.217974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12179752.000000 Penalty: 5665.585938
	Iteration 38Q: 3 clusters Score -1.217975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12179735.000000 Penalty: 5665.585938
	Iteration 39Q: 3 clusters Score -1.217974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12179734.000000 Penalty: 5665.585938
	Iteration 40F: 3 clusters Score -1.217973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12179744.000000 Penalty: 5665.585938
	Iteration 41Q: 3 clusters Score -1.217974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12179753.000000 Penalty: 5665.585938
	Iteration 42Q: 3 clusters Score -1.217975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12179751.000000 Penalty: 5665.585938
	Iteration 43Q: 3 clusters Score -1.217975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12179748.000000 Penalty: 5665.585938
	Iteration 44Q: 3 clusters Score -1.217975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12179755.000000 Penalty: 5665.585938
	Iteration 45Q: 3 clusters Score -1.217976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12179754.000000 Penalty: 5665.585938
	Iteration 46Q: 3 clusters Score -1.217975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12179752.000000 Penalty: 5665.585938
	Iteration 47Q: 3 clusters Score -1.217975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12179752.000000 Penalty: 5665.585938
	Iteration 48F: 3 clusters Score -1.217975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Entering Unmasked Estep 
Score: -2848250.000000 Penalty: 2473.446045
	Iteration 0F: 2 clusters Score -2848250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2833288.750000 Penalty: 4946.892090
	Iteration 0F: 3 clusters Score -2833289 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2838184.500000 Penalty: 4946.892090
	Iteration 1F: 3 clusters Score -2838184 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2838530.000000 Penalty: 4946.892090
	Iteration 2Q: 3 clusters Score -2838530 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2838782.000000 Penalty: 4946.892090
	Iteration 3Q: 3 clusters Score -2838782 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2838997.000000 Penalty: 4946.892090
	Iteration 4Q: 3 clusters Score -2838997 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2839171.750000 Penalty: 4946.892090
	Iteration 5Q: 3 clusters Score -2839172 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2839324.500000 Penalty: 4946.892090
	Iteration 6Q: 3 clusters Score -2839324 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2839488.500000 Penalty: 4946.892090
	Iteration 7Q: 3 clusters Score -2839488 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2839679.000000 Penalty: 4946.892090
	Iteration 8Q: 3 clusters Score -2839679 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2839918.000000 Penalty: 4946.892090
	Iteration 9Q: 3 clusters Score -2839918 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2840255.250000 Penalty: 4946.892090
	Iteration 10Q: 3 clusters Score -2840255 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2840727.500000 Penalty: 4946.892090
	Iteration 11Q: 3 clusters Score -2840728 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2841289.250000 Penalty: 4946.892090
	Iteration 12Q: 3 clusters Score -2841289 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2841938.500000 Penalty: 4946.892090
	Iteration 13Q: 3 clusters Score -2841938 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2842709.750000 Penalty: 4946.892090
	Iteration 14Q: 3 clusters Score -2842710 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2843492.500000 Penalty: 4946.892090
	Iteration 15Q: 3 clusters Score -2843492 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2844247.750000 Penalty: 4946.892090
	Iteration 16Q: 3 clusters Score -2844248 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2844852.500000 Penalty: 4946.892090
	Iteration 17Q: 3 clusters Score -2844852 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2845269.250000 Penalty: 4946.892090
	Iteration 18Q: 3 clusters Score -2845269 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2845537.750000 Penalty: 4946.892090
	Iteration 19Q: 3 clusters Score -2845538 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2845716.250000 Penalty: 4946.892090
	Iteration 20F: 3 clusters Score -2845716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2845820.250000 Penalty: 4946.892090
	Iteration 21Q: 3 clusters Score -2845820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2845900.750000 Penalty: 4946.892090
	Iteration 22Q: 3 clusters Score -2845901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2845967.000000 Penalty: 4946.892090
	Iteration 23Q: 3 clusters Score -2845967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2846013.750000 Penalty: 4946.892090
	Iteration 24Q: 3 clusters Score -2846014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2846044.500000 Penalty: 4946.892090
	Iteration 25Q: 3 clusters Score -2846044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2846059.250000 Penalty: 4946.892090
	Iteration 26Q: 3 clusters Score -2846059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2846073.500000 Penalty: 4946.892090
	Iteration 27Q: 3 clusters Score -2846074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2846089.750000 Penalty: 4946.892090
	Iteration 28Q: 3 clusters Score -2846090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2846101.250000 Penalty: 4946.892090
	Iteration 29Q: 3 clusters Score -2846101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2846113.250000 Penalty: 4946.892090
	Iteration 30Q: 3 clusters Score -2846113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2846125.000000 Penalty: 4946.892090
	Iteration 31Q: 3 clusters Score -2846125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2846130.250000 Penalty: 4946.892090
	Iteration 32Q: 3 clusters Score -2846130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2846138.500000 Penalty: 4946.892090
	Iteration 33Q: 3 clusters Score -2846138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2846146.250000 Penalty: 4946.892090
	Iteration 34Q: 3 clusters Score -2846146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2846150.750000 Penalty: 4946.892090
	Iteration 35Q: 3 clusters Score -2846151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2846157.000000 Penalty: 4946.892090
	Iteration 36Q: 3 clusters Score -2846157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2846162.250000 Penalty: 4946.892090
	Iteration 37Q: 3 clusters Score -2846162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2846167.000000 Penalty: 4946.892090
	Iteration 38Q: 3 clusters Score -2846167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2846167.500000 Penalty: 4946.892090
	Iteration 39Q: 3 clusters Score -2846168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2846167.500000 Penalty: 4946.892090
	Iteration 40F: 3 clusters Score -2846168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -569168.812500 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -569168.8 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 2217 members 
Entering Unmasked Estep 
Score: -564946.562500 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -564946.6 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -566012.250000 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -566012.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -566300.500000 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -566300.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -566482.562500 Penalty: 4173.260254
	Iteration 3F: 3 clusters Score -566482.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -566622.875000 Penalty: 4173.260254
	Iteration 4Q: 3 clusters Score -566622.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -566722.437500 Penalty: 4173.260254
	Iteration 5Q: 3 clusters Score -566722.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -566812.437500 Penalty: 4173.260254
	Iteration 6Q: 3 clusters Score -566812.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -566893.500000 Penalty: 4173.260254
	Iteration 7Q: 3 clusters Score -566893.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -566966.062500 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -566966.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -567030.875000 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -567030.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -567086.000000 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -567086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -567129.937500 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -567129.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -567165.312500 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -567165.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -567200.437500 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -567200.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -567234.312500 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -567234.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -567252.437500 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -567252.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -567263.812500 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -567263.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -567272.875000 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -567272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -567279.437500 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -567279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -567283.250000 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -567283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -567286.375000 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -567286.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -567290.750000 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -567290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -567292.562500 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -567292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -567297.625000 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -567297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -567303.312500 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -567303.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -567310.750000 Penalty: 4173.260254
	Iteration 25Q: 3 clusters Score -567310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -567320.187500 Penalty: 4173.260254
	Iteration 26Q: 3 clusters Score -567320.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -567323.687500 Penalty: 4173.260254
	Iteration 27Q: 3 clusters Score -567323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -567328.937500 Penalty: 4173.260254
	Iteration 28Q: 3 clusters Score -567328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -567331.875000 Penalty: 4173.260254
	Iteration 29Q: 3 clusters Score -567331.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -567334.937500 Penalty: 4173.260254
	Iteration 30Q: 3 clusters Score -567334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -567339.062500 Penalty: 4173.260254
	Iteration 31Q: 3 clusters Score -567339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -567341.375000 Penalty: 4173.260254
	Iteration 32Q: 3 clusters Score -567341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -567342.437500 Penalty: 4173.260254
	Iteration 33Q: 3 clusters Score -567342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -567344.750000 Penalty: 4173.260254
	Iteration 34Q: 3 clusters Score -567344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -567344.625000 Penalty: 4173.260254
	Iteration 35Q: 3 clusters Score -567344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -567344.625000 Penalty: 4173.260254
	Iteration 36F: 3 clusters Score -567344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -257358.750000 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -257358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -254748.250000 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -254748.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255198.671875 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -255198.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -255344.359375 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -255344.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -255432.609375 Penalty: 3772.274658
	Iteration 3Q: 3 clusters Score -255432.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255514.734375 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -255514.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255577.406250 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -255577.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -255631.859375 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -255631.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -255675.140625 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -255675.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -255711.500000 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -255711.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -255740.531250 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -255740.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -255768.609375 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -255768.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -255803.281250 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -255803.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255828.781250 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -255828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -255845.875000 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -255845.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -255852.765625 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -255852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -255858.421875 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -255858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -255867.187500 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -255867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -255875.375000 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -255875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -255877.781250 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -255877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -255881.921875 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -255881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -255885.765625 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -255885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -255887.703125 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -255887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -255891.609375 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -255891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -255893.843750 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -255893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -255898.359375 Penalty: 3772.274658
	Iteration 24Q: 3 clusters Score -255898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255899.078125 Penalty: 3772.274658
	Iteration 25Q: 3 clusters Score -255899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -255900.046875 Penalty: 3772.274658
	Iteration 26Q: 3 clusters Score -255900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -255900.796875 Penalty: 3772.274658
	Iteration 27Q: 3 clusters Score -255900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255901.953125 Penalty: 3772.274658
	Iteration 28Q: 3 clusters Score -255902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -255903.187500 Penalty: 3772.274658
	Iteration 29Q: 3 clusters Score -255903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255903.578125 Penalty: 3772.274658
	Iteration 30Q: 3 clusters Score -255903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255903.578125 Penalty: 3772.274658
	Iteration 31F: 3 clusters Score -255903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -437473.843750 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -437473.8 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 1701 members 
Entering Unmasked Estep 
Score: -433909.218750 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -433909.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -434700.093750 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -434700.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -434876.312500 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -434876.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -434976.375000 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -434976.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -435058.000000 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -435058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -435115.718750 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -435115.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -435157.000000 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -435157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -435204.968750 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -435205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -435259.562500 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -435259.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -435311.968750 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -435312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -435356.937500 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -435356.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -435395.156250 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -435395.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -435429.375000 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -435429.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -435462.187500 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -435462.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -435485.718750 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -435485.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -435510.875000 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -435510.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -435535.687500 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -435535.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -435561.562500 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -435561.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -435585.093750 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -435585.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -435609.218750 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -435609.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -435626.218750 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -435626.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -435647.875000 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -435647.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -435676.750000 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -435676.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -435702.718750 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -435702.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -435730.125000 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -435730.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -435758.687500 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -435758.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -435782.968750 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -435783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -435805.093750 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -435805.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -435824.406250 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -435824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -435837.000000 Penalty: 4043.061035
	Iteration 29Q: 3 clusters Score -435837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -435850.437500 Penalty: 4043.061035
	Iteration 30Q: 3 clusters Score -435850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -435861.125000 Penalty: 4043.061035
	Iteration 31Q: 3 clusters Score -435861.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -435873.843750 Penalty: 4043.061035
	Iteration 32Q: 3 clusters Score -435873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -435880.812500 Penalty: 4043.061035
	Iteration 33Q: 3 clusters Score -435880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -435886.687500 Penalty: 4043.061035
	Iteration 34Q: 3 clusters Score -435886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -435891.375000 Penalty: 4043.061035
	Iteration 35Q: 3 clusters Score -435891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -435895.625000 Penalty: 4043.061035
	Iteration 36Q: 3 clusters Score -435895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -435900.437500 Penalty: 4043.061035
	Iteration 37Q: 3 clusters Score -435900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -435906.937500 Penalty: 4043.061035
	Iteration 38Q: 3 clusters Score -435906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -435912.031250 Penalty: 4043.061035
	Iteration 39Q: 3 clusters Score -435912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -435921.281250 Penalty: 4043.061035
	Iteration 40F: 3 clusters Score -435921.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -435928.812500 Penalty: 4043.061035
	Iteration 41Q: 3 clusters Score -435928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -435932.687500 Penalty: 4043.061035
	Iteration 42Q: 3 clusters Score -435932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -435933.656250 Penalty: 4043.061035
	Iteration 43Q: 3 clusters Score -435933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -435934.187500 Penalty: 4043.061035
	Iteration 44Q: 3 clusters Score -435934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -435935.218750 Penalty: 4043.061035
	Iteration 45Q: 3 clusters Score -435935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -435937.125000 Penalty: 4043.061035
	Iteration 46Q: 3 clusters Score -435937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -435937.156250 Penalty: 4043.061035
	Iteration 47Q: 3 clusters Score -435937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -435937.343750 Penalty: 4043.061035
	Iteration 48Q: 3 clusters Score -435937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435937.687500 Penalty: 4043.061035
	Iteration 49Q: 3 clusters Score -435937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435938.406250 Penalty: 4043.061035
	Iteration 50Q: 3 clusters Score -435938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435940.187500 Penalty: 4043.061035
	Iteration 51Q: 3 clusters Score -435940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -435941.281250 Penalty: 4043.061035
	Iteration 52Q: 3 clusters Score -435941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -435944.218750 Penalty: 4043.061035
	Iteration 53Q: 3 clusters Score -435944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -435948.312500 Penalty: 4043.061035
	Iteration 54Q: 3 clusters Score -435948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -435952.093750 Penalty: 4043.061035
	Iteration 55Q: 3 clusters Score -435952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -435955.468750 Penalty: 4043.061035
	Iteration 56Q: 3 clusters Score -435955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -435959.187500 Penalty: 4043.061035
	Iteration 57Q: 3 clusters Score -435959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -435966.250000 Penalty: 4043.061035
	Iteration 58Q: 3 clusters Score -435966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -435973.593750 Penalty: 4043.061035
	Iteration 59Q: 3 clusters Score -435973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -435977.468750 Penalty: 4043.061035
	Iteration 60F: 3 clusters Score -435977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -435980.218750 Penalty: 4043.061035
	Iteration 61Q: 3 clusters Score -435980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -435983.406250 Penalty: 4043.061035
	Iteration 62Q: 3 clusters Score -435983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -435986.218750 Penalty: 4043.061035
	Iteration 63Q: 3 clusters Score -435986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -435990.250000 Penalty: 4043.061035
	Iteration 64Q: 3 clusters Score -435990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -435991.125000 Penalty: 4043.061035
	Iteration 65Q: 3 clusters Score -435991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -435991.625000 Penalty: 4043.061035
	Iteration 66Q: 3 clusters Score -435991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -435992.406250 Penalty: 4043.061035
	Iteration 67Q: 3 clusters Score -435992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -435994.187500 Penalty: 4043.061035
	Iteration 68Q: 3 clusters Score -435994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -435994.906250 Penalty: 4043.061035
	Iteration 69Q: 3 clusters Score -435994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -435995.531250 Penalty: 4043.061035
	Iteration 70Q: 3 clusters Score -435995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -435996.156250 Penalty: 4043.061035
	Iteration 71Q: 3 clusters Score -435996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -435996.875000 Penalty: 4043.061035
	Iteration 72Q: 3 clusters Score -435996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -435999.531250 Penalty: 4043.061035
	Iteration 73Q: 3 clusters Score -435999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436001.468750 Penalty: 4043.061035
	Iteration 74Q: 3 clusters Score -436001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436003.343750 Penalty: 4043.061035
	Iteration 75Q: 3 clusters Score -436003.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436008.031250 Penalty: 4043.061035
	Iteration 76Q: 3 clusters Score -436008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -436009.281250 Penalty: 4043.061035
	Iteration 77Q: 3 clusters Score -436009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -436009.562500 Penalty: 4043.061035
	Iteration 78Q: 3 clusters Score -436009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -436010.375000 Penalty: 4043.061035
	Iteration 79Q: 3 clusters Score -436010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -436011.031250 Penalty: 4043.061035
	Iteration 80F: 3 clusters Score -436011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -436012.281250 Penalty: 4043.061035
	Iteration 81Q: 3 clusters Score -436012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -436014.875000 Penalty: 4043.061035
	Iteration 82Q: 3 clusters Score -436014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -436014.781250 Penalty: 4043.061035
	Iteration 83Q: 3 clusters Score -436014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -436015.406250 Penalty: 4043.061035
	Iteration 84Q: 3 clusters Score -436015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -436017.093750 Penalty: 4043.061035
	Iteration 85Q: 3 clusters Score -436017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436016.593750 Penalty: 4043.061035
	Iteration 86Q: 3 clusters Score -436016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436016.593750 Penalty: 4043.061035
	Iteration 87F: 3 clusters Score -436016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (228527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228527 members 
Entering Unmasked Estep 
Score: -30577898.000000 Penalty: 3060.173584
	Iteration 0F: 2 clusters Score -3.05779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -30439084.000000 Penalty: 6120.347168
	Iteration 0F: 3 clusters Score -3.043908e+07 nChanged 110559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -30504564.000000 Penalty: 6120.347168
	Iteration 1F: 3 clusters Score -3.050456e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -30505676.000000 Penalty: 6120.347168
	Iteration 2Q: 3 clusters Score -3.050568e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -30506958.000000 Penalty: 6120.347168
	Iteration 3Q: 3 clusters Score -3.050696e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -30508878.000000 Penalty: 6120.347168
	Iteration 4Q: 3 clusters Score -3.050888e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -30511714.000000 Penalty: 6120.347168
	Iteration 5Q: 3 clusters Score -3.051171e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -30515724.000000 Penalty: 6120.347168
	Iteration 6Q: 3 clusters Score -3.051572e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -30521680.000000 Penalty: 6120.347168
	Iteration 7F: 3 clusters Score -3.052168e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -30529720.000000 Penalty: 6120.347168
	Iteration 8F: 3 clusters Score -3.052972e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174760 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -30540302.000000 Penalty: 6120.347168
	Iteration 9F: 3 clusters Score -3.05403e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -30550800.000000 Penalty: 6120.347168
	Iteration 10F: 3 clusters Score -3.05508e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203794 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -30560054.000000 Penalty: 6120.347168
	Iteration 11F: 3 clusters Score -3.056005e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215374 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -30567480.000000 Penalty: 6120.347168
	Iteration 12F: 3 clusters Score -3.056748e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222815 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -30571826.000000 Penalty: 6120.347168
	Iteration 13Q: 3 clusters Score -3.057183e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226460 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -30574060.000000 Penalty: 6120.347168
	Iteration 14Q: 3 clusters Score -3.057406e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227712 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -30574704.000000 Penalty: 6120.347168
	Iteration 15Q: 3 clusters Score -3.05747e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228087 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30575012.000000 Penalty: 6120.347168
	Iteration 16Q: 3 clusters Score -3.057501e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228196 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30575070.000000 Penalty: 6120.347168
	Iteration 17Q: 3 clusters Score -3.057507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228244 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30575092.000000 Penalty: 6120.347168
	Iteration 18Q: 3 clusters Score -3.057509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30575174.000000 Penalty: 6120.347168
	Iteration 19Q: 3 clusters Score -3.057517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228285 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30575232.000000 Penalty: 6120.347168
	Iteration 20F: 3 clusters Score -3.057523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228291 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30575248.000000 Penalty: 6120.347168
	Iteration 21Q: 3 clusters Score -3.057525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228297 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30575254.000000 Penalty: 6120.347168
	Iteration 22Q: 3 clusters Score -3.057525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228300 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30575260.000000 Penalty: 6120.347168
	Iteration 23Q: 3 clusters Score -3.057526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228300 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30575260.000000 Penalty: 6120.347168
	Iteration 24F: 3 clusters Score -3.057526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Entering Unmasked Estep 
Score: -9507785.000000 Penalty: 2772.330811
	Iteration 0F: 2 clusters Score -9507785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9459776.000000 Penalty: 5544.661621
	Iteration 0F: 3 clusters Score -9459776 nChanged 33477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -9478613.000000 Penalty: 5544.661621
	Iteration 1F: 3 clusters Score -9478613 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -9479147.000000 Penalty: 5544.661621
	Iteration 2Q: 3 clusters Score -9479147 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -9479684.000000 Penalty: 5544.661621
	Iteration 3Q: 3 clusters Score -9479684 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -9480278.000000 Penalty: 5544.661621
	Iteration 4Q: 3 clusters Score -9480278 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -9480763.000000 Penalty: 5544.661621
	Iteration 5Q: 3 clusters Score -9480763 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9481435.000000 Penalty: 5544.661621
	Iteration 6Q: 3 clusters Score -9481435 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -9482490.000000 Penalty: 5544.661621
	Iteration 7Q: 3 clusters Score -9482490 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -9483912.000000 Penalty: 5544.661621
	Iteration 8Q: 3 clusters Score -9483912 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -9485963.000000 Penalty: 5544.661621
	Iteration 9F: 3 clusters Score -9485963 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -9488555.000000 Penalty: 5544.661621
	Iteration 10F: 3 clusters Score -9488555 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -9491829.000000 Penalty: 5544.661621
	Iteration 11F: 3 clusters Score -9491829 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -9495677.000000 Penalty: 5544.661621
	Iteration 12F: 3 clusters Score -9495677 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -9499289.000000 Penalty: 5544.661621
	Iteration 13F: 3 clusters Score -9499289 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -9502019.000000 Penalty: 5544.661621
	Iteration 14Q: 3 clusters Score -9502019 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9503588.000000 Penalty: 5544.661621
	Iteration 15Q: 3 clusters Score -9503588 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -9504461.000000 Penalty: 5544.661621
	Iteration 16Q: 3 clusters Score -9504461 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9504861.000000 Penalty: 5544.661621
	Iteration 17Q: 3 clusters Score -9504861 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -9505044.000000 Penalty: 5544.661621
	Iteration 18Q: 3 clusters Score -9505044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -9505131.000000 Penalty: 5544.661621
	Iteration 19Q: 3 clusters Score -9505131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9505204.000000 Penalty: 5544.661621
	Iteration 20F: 3 clusters Score -9505204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -9505241.000000 Penalty: 5544.661621
	Iteration 21Q: 3 clusters Score -9505241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -9505279.000000 Penalty: 5544.661621
	Iteration 22Q: 3 clusters Score -9505279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -9505305.000000 Penalty: 5544.661621
	Iteration 23Q: 3 clusters Score -9505305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -9505335.000000 Penalty: 5544.661621
	Iteration 24Q: 3 clusters Score -9505335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -9505344.000000 Penalty: 5544.661621
	Iteration 25Q: 3 clusters Score -9505344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -9505362.000000 Penalty: 5544.661621
	Iteration 26Q: 3 clusters Score -9505362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -9505364.000000 Penalty: 5544.661621
	Iteration 27Q: 3 clusters Score -9505364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -9505384.000000 Penalty: 5544.661621
	Iteration 28Q: 3 clusters Score -9505384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9505390.000000 Penalty: 5544.661621
	Iteration 29Q: 3 clusters Score -9505390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -9505396.000000 Penalty: 5544.661621
	Iteration 30Q: 3 clusters Score -9505396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -9505406.000000 Penalty: 5544.661621
	Iteration 31Q: 3 clusters Score -9505406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -9505401.000000 Penalty: 5544.661621
	Iteration 32Q: 3 clusters Score -9505401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -9505399.000000 Penalty: 5544.661621
	Iteration 33Q: 3 clusters Score -9505399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9505400.000000 Penalty: 5544.661621
	Iteration 34Q: 3 clusters Score -9505400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9505405.000000 Penalty: 5544.661621
	Iteration 35Q: 3 clusters Score -9505405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9505407.000000 Penalty: 5544.661621
	Iteration 36Q: 3 clusters Score -9505407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9505408.000000 Penalty: 5544.661621
	Iteration 37Q: 3 clusters Score -9505408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -9505413.000000 Penalty: 5544.661621
	Iteration 38Q: 3 clusters Score -9505413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9505414.000000 Penalty: 5544.661621
	Iteration 39Q: 3 clusters Score -9505414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9505411.000000 Penalty: 5544.661621
	Iteration 40F: 3 clusters Score -9505411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -9505414.000000 Penalty: 5544.661621
	Iteration 41Q: 3 clusters Score -9505414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -9505416.000000 Penalty: 5544.661621
	Iteration 42Q: 3 clusters Score -9505416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9505418.000000 Penalty: 5544.661621
	Iteration 43Q: 3 clusters Score -9505418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -9505410.000000 Penalty: 5544.661621
	Iteration 44Q: 3 clusters Score -9505410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -9505410.000000 Penalty: 5544.661621
	Iteration 45F: 3 clusters Score -9505410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -253243.187500 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -253243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250624.375000 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -250624.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -251192.765625 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -251192.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -251374.546875 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -251374.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -251485.625000 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -251485.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -251596.953125 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -251597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251667.812500 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -251667.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -251716.796875 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -251716.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -251768.203125 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -251768.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251824.437500 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -251824.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251862.687500 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -251862.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -251896.546875 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -251896.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -251962.812500 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -251962.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252069.250000 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -252069.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -252141.187500 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -252141.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252198.859375 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -252198.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -252292.265625 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -252292.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252377.421875 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -252377.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -252452.703125 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -252452.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252514.203125 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -252514.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -252578.187500 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -252578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -252653.718750 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -252653.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -252701.453125 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -252701.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -252733.406250 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -252733.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252759.734375 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -252759.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252782.171875 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -252782.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252815.031250 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -252815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252831.296875 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -252831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -252839.828125 Penalty: 3797.073730
	Iteration 27Q: 3 clusters Score -252839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -252847.296875 Penalty: 3797.073730
	Iteration 28Q: 3 clusters Score -252847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252855.171875 Penalty: 3797.073730
	Iteration 29Q: 3 clusters Score -252855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -252857.406250 Penalty: 3797.073730
	Iteration 30Q: 3 clusters Score -252857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252860.265625 Penalty: 3797.073730
	Iteration 31Q: 3 clusters Score -252860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252862.046875 Penalty: 3797.073730
	Iteration 32Q: 3 clusters Score -252862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -252862.875000 Penalty: 3797.073730
	Iteration 33Q: 3 clusters Score -252862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -252862.875000 Penalty: 3797.073730
	Iteration 34F: 3 clusters Score -252862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -848674.750000 Penalty: 2184.030273
	Iteration 0F: 2 clusters Score -848674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -843052.250000 Penalty: 4368.060547
	Iteration 0F: 3 clusters Score -843052.2 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -844501.437500 Penalty: 4368.060547
	Iteration 1F: 3 clusters Score -844501.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -844840.500000 Penalty: 4368.060547
	Iteration 2F: 3 clusters Score -844840.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -845074.000000 Penalty: 4368.060547
	Iteration 3F: 3 clusters Score -845074 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -845247.500000 Penalty: 4368.060547
	Iteration 4Q: 3 clusters Score -845247.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -845409.687500 Penalty: 4368.060547
	Iteration 5Q: 3 clusters Score -845409.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -845576.312500 Penalty: 4368.060547
	Iteration 6Q: 3 clusters Score -845576.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -845738.250000 Penalty: 4368.060547
	Iteration 7Q: 3 clusters Score -845738.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -845895.000000 Penalty: 4368.060547
	Iteration 8Q: 3 clusters Score -845895 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -846063.750000 Penalty: 4368.060547
	Iteration 9Q: 3 clusters Score -846063.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -846218.562500 Penalty: 4368.060547
	Iteration 10Q: 3 clusters Score -846218.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -846350.375000 Penalty: 4368.060547
	Iteration 11Q: 3 clusters Score -846350.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -846475.500000 Penalty: 4368.060547
	Iteration 12Q: 3 clusters Score -846475.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -846600.625000 Penalty: 4368.060547
	Iteration 13Q: 3 clusters Score -846600.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -846714.125000 Penalty: 4368.060547
	Iteration 14Q: 3 clusters Score -846714.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -846812.187500 Penalty: 4368.060547
	Iteration 15Q: 3 clusters Score -846812.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -846883.437500 Penalty: 4368.060547
	Iteration 16Q: 3 clusters Score -846883.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -846956.937500 Penalty: 4368.060547
	Iteration 17Q: 3 clusters Score -846956.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -847015.125000 Penalty: 4368.060547
	Iteration 18Q: 3 clusters Score -847015.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -847060.750000 Penalty: 4368.060547
	Iteration 19Q: 3 clusters Score -847060.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -847088.625000 Penalty: 4368.060547
	Iteration 20F: 3 clusters Score -847088.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -847109.250000 Penalty: 4368.060547
	Iteration 21Q: 3 clusters Score -847109.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -847123.500000 Penalty: 4368.060547
	Iteration 22Q: 3 clusters Score -847123.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -847135.000000 Penalty: 4368.060547
	Iteration 23Q: 3 clusters Score -847135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -847138.250000 Penalty: 4368.060547
	Iteration 24Q: 3 clusters Score -847138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -847141.375000 Penalty: 4368.060547
	Iteration 25Q: 3 clusters Score -847141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -847144.875000 Penalty: 4368.060547
	Iteration 26Q: 3 clusters Score -847144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -847148.937500 Penalty: 4368.060547
	Iteration 27Q: 3 clusters Score -847148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -847149.937500 Penalty: 4368.060547
	Iteration 28Q: 3 clusters Score -847149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -847153.875000 Penalty: 4368.060547
	Iteration 29Q: 3 clusters Score -847153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -847153.875000 Penalty: 4368.060547
	Iteration 30Q: 3 clusters Score -847153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -847153.687500 Penalty: 4368.060547
	Iteration 31Q: 3 clusters Score -847153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -847152.875000 Penalty: 4368.060547
	Iteration 32Q: 3 clusters Score -847152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -847152.875000 Penalty: 4368.060547
	Iteration 33F: 3 clusters Score -847152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Entering Unmasked Estep 
Score: -998468.062500 Penalty: 2214.959473
	Iteration 0F: 2 clusters Score -998468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -992303.500000 Penalty: 4429.918945
	Iteration 0F: 3 clusters Score -992303.5 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -993949.562500 Penalty: 4429.918945
	Iteration 1F: 3 clusters Score -993949.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -994161.187500 Penalty: 4429.918945
	Iteration 2F: 3 clusters Score -994161.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -994309.750000 Penalty: 4429.918945
	Iteration 3Q: 3 clusters Score -994309.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -994450.937500 Penalty: 4429.918945
	Iteration 4Q: 3 clusters Score -994450.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -994609.687500 Penalty: 4429.918945
	Iteration 5Q: 3 clusters Score -994609.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -994772.062500 Penalty: 4429.918945
	Iteration 6Q: 3 clusters Score -994772.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -994978.000000 Penalty: 4429.918945
	Iteration 7Q: 3 clusters Score -994978 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -995250.812500 Penalty: 4429.918945
	Iteration 8Q: 3 clusters Score -995250.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -995533.375000 Penalty: 4429.918945
	Iteration 9F: 3 clusters Score -995533.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -995797.500000 Penalty: 4429.918945
	Iteration 10Q: 3 clusters Score -995797.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -996028.187500 Penalty: 4429.918945
	Iteration 11Q: 3 clusters Score -996028.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -996193.062500 Penalty: 4429.918945
	Iteration 12Q: 3 clusters Score -996193.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -996308.312500 Penalty: 4429.918945
	Iteration 13Q: 3 clusters Score -996308.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -996370.375000 Penalty: 4429.918945
	Iteration 14Q: 3 clusters Score -996370.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -996411.375000 Penalty: 4429.918945
	Iteration 15Q: 3 clusters Score -996411.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -996442.937500 Penalty: 4429.918945
	Iteration 16Q: 3 clusters Score -996442.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -996463.312500 Penalty: 4429.918945
	Iteration 17Q: 3 clusters Score -996463.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -996474.375000 Penalty: 4429.918945
	Iteration 18Q: 3 clusters Score -996474.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -996484.937500 Penalty: 4429.918945
	Iteration 19Q: 3 clusters Score -996484.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -996494.062500 Penalty: 4429.918945
	Iteration 20F: 3 clusters Score -996494.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -996498.812500 Penalty: 4429.918945
	Iteration 21Q: 3 clusters Score -996498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -996505.562500 Penalty: 4429.918945
	Iteration 22Q: 3 clusters Score -996505.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -996506.750000 Penalty: 4429.918945
	Iteration 23Q: 3 clusters Score -996506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -996510.937500 Penalty: 4429.918945
	Iteration 24Q: 3 clusters Score -996510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -996513.125000 Penalty: 4429.918945
	Iteration 25Q: 3 clusters Score -996513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -996517.062500 Penalty: 4429.918945
	Iteration 26Q: 3 clusters Score -996517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -996523.875000 Penalty: 4429.918945
	Iteration 27Q: 3 clusters Score -996523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -996522.375000 Penalty: 4429.918945
	Iteration 28Q: 3 clusters Score -996522.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -996525.312500 Penalty: 4429.918945
	Iteration 29Q: 3 clusters Score -996525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -996525.312500 Penalty: 4429.918945
	Iteration 30Q: 3 clusters Score -996525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -996523.875000 Penalty: 4429.918945
	Iteration 31Q: 3 clusters Score -996523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -996527.375000 Penalty: 4429.918945
	Iteration 32Q: 3 clusters Score -996527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -996527.187500 Penalty: 4429.918945
	Iteration 33Q: 3 clusters Score -996527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -996527.250000 Penalty: 4429.918945
	Iteration 34Q: 3 clusters Score -996527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -996526.812500 Penalty: 4429.918945
	Iteration 35Q: 3 clusters Score -996526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -996526.812500 Penalty: 4429.918945
	Iteration 36F: 3 clusters Score -996526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220207 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22074 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 112583 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131638 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 86083 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91359 members 
Mstep: Class 29 contains 21452 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228527 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102848.000000 Penalty: 129890.000000
Iteration 479Q: 38 clusters Score -1.811028e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220282 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 112601 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131637 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 86087 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22000 members 
Mstep: Class 28 contains 91360 members 
Mstep: Class 29 contains 21347 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228537 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102656.000000 Penalty: 129890.000000
Iteration 480F: 38 clusters Score -1.811027e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220367 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 4989 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 112609 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131636 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19067 members 
Mstep: Class 23 contains 86092 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21998 members 
Mstep: Class 28 contains 91360 members 
Mstep: Class 29 contains 21233 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228547 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102720.000000 Penalty: 129890.000000
Iteration 481Q: 38 clusters Score -1.811027e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220445 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8450 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 112618 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131621 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 86100 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21997 members 
Mstep: Class 28 contains 91361 members 
Mstep: Class 29 contains 21144 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228558 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102592.000000 Penalty: 129890.000000
Iteration 482Q: 38 clusters Score -1.811026e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 220500 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 112633 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131609 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 86108 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21997 members 
Mstep: Class 28 contains 91363 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 4512 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228557 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102512.000000 Penalty: 129890.000000
Iteration 483Q: 38 clusters Score -1.811025e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60842 members 
Mstep: Class 6 contains 220576 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112648 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131589 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 86110 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21996 members 
Mstep: Class 28 contains 91363 members 
Mstep: Class 29 contains 20990 members 
Mstep: Class 30 contains 4513 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228563 members 
Mstep: Class 34 contains 71593 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102544.000000 Penalty: 129890.000000
Iteration 484Q: 38 clusters Score -1.811025e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 220656 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8448 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112656 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131569 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 86113 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21995 members 
Mstep: Class 28 contains 91363 members 
Mstep: Class 29 contains 20910 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228569 members 
Mstep: Class 34 contains 71596 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102432.000000 Penalty: 129890.000000
Iteration 485Q: 38 clusters Score -1.811024e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60842 members 
Mstep: Class 6 contains 220722 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 112677 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131561 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 86122 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21996 members 
Mstep: Class 28 contains 91364 members 
Mstep: Class 29 contains 20814 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228574 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102576.000000 Penalty: 129890.000000
Iteration 486Q: 38 clusters Score -1.811026e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 220793 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 22071 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17667 members 
Mstep: Class 17 contains 112698 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131556 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 86126 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 21999 members 
Mstep: Class 28 contains 91364 members 
Mstep: Class 29 contains 20716 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3468 members 
Mstep: Class 33 contains 228578 members 
Mstep: Class 34 contains 71600 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102416.000000 Penalty: 129890.000000
Iteration 487Q: 38 clusters Score -1.811024e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 220860 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 22069 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112722 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 131545 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 86132 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22001 members 
Mstep: Class 28 contains 91365 members 
Mstep: Class 29 contains 20617 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 228584 members 
Mstep: Class 34 contains 71599 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102512.000000 Penalty: 129890.000000
Iteration 488Q: 38 clusters Score -1.811025e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60840 members 
Mstep: Class 6 contains 220915 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22069 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15245 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112743 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131549 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 86130 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22002 members 
Mstep: Class 28 contains 91365 members 
Mstep: Class 29 contains 20521 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228595 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102560.000000 Penalty: 129890.000000
Iteration 489Q: 38 clusters Score -1.811026e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 220976 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22069 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 15245 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112765 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131543 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 19073 members 
Mstep: Class 23 contains 86133 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91364 members 
Mstep: Class 29 contains 20431 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228603 members 
Mstep: Class 34 contains 71598 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102592.000000 Penalty: 129890.000000
Iteration 490Q: 38 clusters Score -1.811026e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 221028 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22071 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 15245 members 
Mstep: Class 14 contains 11256 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112785 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131534 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 86136 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91364 members 
Mstep: Class 29 contains 20343 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228615 members 
Mstep: Class 34 contains 71601 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102528.000000 Penalty: 129890.000000
Iteration 491Q: 38 clusters Score -1.811025e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60840 members 
Mstep: Class 6 contains 221089 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 15246 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112816 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131524 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 86133 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91367 members 
Mstep: Class 29 contains 20246 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228620 members 
Mstep: Class 34 contains 71605 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102608.000000 Penalty: 129890.000000
Iteration 492Q: 38 clusters Score -1.811026e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60840 members 
Mstep: Class 6 contains 221150 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22074 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 112843 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131524 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 86131 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22003 members 
Mstep: Class 28 contains 91370 members 
Mstep: Class 29 contains 20147 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228622 members 
Mstep: Class 34 contains 71607 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102528.000000 Penalty: 129890.000000
Iteration 493Q: 38 clusters Score -1.811025e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60836 members 
Mstep: Class 6 contains 221210 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112869 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131528 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19084 members 
Mstep: Class 23 contains 86131 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22004 members 
Mstep: Class 28 contains 91372 members 
Mstep: Class 29 contains 20046 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228617 members 
Mstep: Class 34 contains 71610 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102640.000000 Penalty: 129890.000000
Iteration 494Q: 38 clusters Score -1.811026e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60837 members 
Mstep: Class 6 contains 221282 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 11264 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112890 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131517 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19085 members 
Mstep: Class 23 contains 86133 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22005 members 
Mstep: Class 28 contains 91371 members 
Mstep: Class 29 contains 19958 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228612 members 
Mstep: Class 34 contains 71613 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102448.000000 Penalty: 129890.000000
Iteration 495Q: 38 clusters Score -1.811024e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60838 members 
Mstep: Class 6 contains 221348 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22077 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 112911 members 
Mstep: Class 18 contains 126960 members 
Mstep: Class 19 contains 131513 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19088 members 
Mstep: Class 23 contains 86134 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22008 members 
Mstep: Class 28 contains 91370 members 
Mstep: Class 29 contains 19860 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228608 members 
Mstep: Class 34 contains 71617 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102528.000000 Penalty: 129890.000000
Iteration 496Q: 38 clusters Score -1.811025e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 221414 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22077 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 112940 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131514 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 86129 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22008 members 
Mstep: Class 28 contains 91373 members 
Mstep: Class 29 contains 19766 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228603 members 
Mstep: Class 34 contains 71620 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102528.000000 Penalty: 129890.000000
Iteration 497Q: 38 clusters Score -1.811025e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 221490 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22076 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 11266 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 112958 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131513 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 19088 members 
Mstep: Class 23 contains 86122 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22010 members 
Mstep: Class 28 contains 91375 members 
Mstep: Class 29 contains 19667 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228603 members 
Mstep: Class 34 contains 71621 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102416.000000 Penalty: 129890.000000
Iteration 498Q: 38 clusters Score -1.811024e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 221575 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 22076 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8442 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17673 members 
Mstep: Class 17 contains 112976 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131519 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 19088 members 
Mstep: Class 23 contains 86117 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22008 members 
Mstep: Class 28 contains 91377 members 
Mstep: Class 29 contains 19555 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228603 members 
Mstep: Class 34 contains 71620 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102432.000000 Penalty: 129890.000000
Iteration 499Q: 38 clusters Score -1.811024e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 60842 members 
Mstep: Class 6 contains 221639 members 
Mstep: Class 7 contains 20549 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 8442 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 15248 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 112995 members 
Mstep: Class 18 contains 126959 members 
Mstep: Class 19 contains 131536 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 19089 members 
Mstep: Class 23 contains 86114 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 22009 members 
Mstep: Class 28 contains 91376 members 
Mstep: Class 29 contains 19451 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 228606 members 
Mstep: Class 34 contains 71618 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102400.000000 Penalty: 129890.000000
Iteration 500F: 38 clusters Score -1.811024e+08 nChanged 195
Maximum iterations exceeded
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -540155072.000000 Penalty: 139970.875000
20->38 Clusters: Score -540155072.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 70084 members 
Mstep: Class 3 contains 69958 members 
Mstep: Class 4 contains 69541 members 
Mstep: Class 5 contains 70253 members 
Mstep: Class 6 contains 70346 members 
Mstep: Class 7 contains 69614 members 
Mstep: Class 8 contains 70535 members 
Mstep: Class 9 contains 70267 members 
Mstep: Class 10 contains 70512 members 
Mstep: Class 11 contains 70453 members 
Mstep: Class 12 contains 69965 members 
Mstep: Class 13 contains 69994 members 
Mstep: Class 14 contains 70864 members 
Mstep: Class 15 contains 70384 members 
Mstep: Class 16 contains 69704 members 
Mstep: Class 17 contains 70168 members 
Mstep: Class 18 contains 70555 members 
Mstep: Class 19 contains 70505 members 
Mstep: Class 20 contains 70785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 915.390320 but Gain 3510.546875
Score: -174746112.000000 Penalty: 66700.265625
Iteration 0F: 20 clusters Score -1.747461e+08 nChanged 1328722
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 48363 members 
Mstep: Class 3 contains 172085 members 
Mstep: Class 4 contains 54267 members 
Mstep: Class 5 contains 65916 members 
Mstep: Class 6 contains 40468 members 
Mstep: Class 7 contains 76481 members 
Mstep: Class 8 contains 66321 members 
Mstep: Class 9 contains 51667 members 
Mstep: Class 10 contains 77717 members 
Mstep: Class 11 contains 43296 members 
Mstep: Class 12 contains 49768 members 
Mstep: Class 13 contains 33656 members 
Mstep: Class 14 contains 58598 members 
Mstep: Class 15 contains 62514 members 
Mstep: Class 16 contains 175266 members 
Mstep: Class 18 contains 53255 members 
Mstep: Class 19 contains 89148 members 
Mstep: Class 20 contains 125072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178060704.000000 Penalty: 66700.265625
Iteration 1F: 20 clusters Score -1.780607e+08 nChanged 553893
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 49901 members 
Mstep: Class 3 contains 195125 members 
Mstep: Class 4 contains 59260 members 
Mstep: Class 5 contains 43196 members 
Mstep: Class 6 contains 31647 members 
Mstep: Class 7 contains 119060 members 
Mstep: Class 8 contains 57818 members 
Mstep: Class 9 contains 59770 members 
Mstep: Class 10 contains 97523 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 46516 members 
Mstep: Class 13 contains 20615 members 
Mstep: Class 14 contains 47163 members 
Mstep: Class 15 contains 75585 members 
Mstep: Class 16 contains 191936 members 
Mstep: Class 18 contains 35536 members 
Mstep: Class 19 contains 108172 members 
Mstep: Class 20 contains 96984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179246544.000000 Penalty: 66700.265625
Iteration 2F: 20 clusters Score -1.792465e+08 nChanged 420116
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 218074 members 
Mstep: Class 4 contains 59073 members 
Mstep: Class 5 contains 19091 members 
Mstep: Class 6 contains 23008 members 
Mstep: Class 7 contains 157334 members 
Mstep: Class 8 contains 41793 members 
Mstep: Class 9 contains 73549 members 
Mstep: Class 10 contains 120656 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 50835 members 
Mstep: Class 13 contains 12575 members 
Mstep: Class 14 contains 37338 members 
Mstep: Class 15 contains 85055 members 
Mstep: Class 16 contains 190872 members 
Mstep: Class 18 contains 29595 members 
Mstep: Class 19 contains 100684 members 
Mstep: Class 20 contains 69602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179885072.000000 Penalty: 66700.265625
Iteration 3F: 20 clusters Score -1.798851e+08 nChanged 306739
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 63112 members 
Mstep: Class 3 contains 231693 members 
Mstep: Class 4 contains 62846 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 194466 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 131989 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 64558 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 31017 members 
Mstep: Class 15 contains 91566 members 
Mstep: Class 16 contains 174770 members 
Mstep: Class 18 contains 32797 members 
Mstep: Class 19 contains 79921 members 
Mstep: Class 20 contains 49369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180218192.000000 Penalty: 66700.265625
Iteration 4F: 20 clusters Score -1.802182e+08 nChanged 226061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 59254 members 
Mstep: Class 3 contains 242379 members 
Mstep: Class 4 contains 69147 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 6 contains 16946 members 
Mstep: Class 7 contains 216641 members 
Mstep: Class 8 contains 19645 members 
Mstep: Class 9 contains 74008 members 
Mstep: Class 10 contains 139142 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 79039 members 
Mstep: Class 13 contains 10100 members 
Mstep: Class 14 contains 25113 members 
Mstep: Class 15 contains 99605 members 
Mstep: Class 16 contains 157401 members 
Mstep: Class 18 contains 36731 members 
Mstep: Class 19 contains 61780 members 
Mstep: Class 20 contains 36613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399968.000000 Penalty: 66700.265625
Iteration 5F: 20 clusters Score -1.804e+08 nChanged 173085
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 54109 members 
Mstep: Class 3 contains 248500 members 
Mstep: Class 4 contains 74828 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 16153 members 
Mstep: Class 7 contains 221386 members 
Mstep: Class 8 contains 13270 members 
Mstep: Class 9 contains 64487 members 
Mstep: Class 10 contains 148325 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 91069 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 20840 members 
Mstep: Class 15 contains 109960 members 
Mstep: Class 16 contains 146006 members 
Mstep: Class 18 contains 40953 members 
Mstep: Class 19 contains 50608 members 
Mstep: Class 20 contains 29217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180519776.000000 Penalty: 66700.265625
Iteration 6F: 20 clusters Score -1.805198e+08 nChanged 142000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 249849 members 
Mstep: Class 4 contains 80305 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 16809 members 
Mstep: Class 7 contains 214449 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 52099 members 
Mstep: Class 10 contains 160195 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 100588 members 
Mstep: Class 13 contains 12709 members 
Mstep: Class 14 contains 18037 members 
Mstep: Class 15 contains 122460 members 
Mstep: Class 16 contains 140421 members 
Mstep: Class 18 contains 45076 members 
Mstep: Class 19 contains 44637 members 
Mstep: Class 20 contains 24772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180614144.000000 Penalty: 66700.265625
Iteration 7F: 20 clusters Score -1.806141e+08 nChanged 124260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 44744 members 
Mstep: Class 3 contains 248174 members 
Mstep: Class 4 contains 85969 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 17771 members 
Mstep: Class 7 contains 200881 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 39442 members 
Mstep: Class 10 contains 173713 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 108211 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 137498 members 
Mstep: Class 16 contains 137739 members 
Mstep: Class 18 contains 48601 members 
Mstep: Class 19 contains 41173 members 
Mstep: Class 20 contains 22081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180696608.000000 Penalty: 66700.265625
Iteration 8F: 20 clusters Score -1.806966e+08 nChanged 109832
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 245155 members 
Mstep: Class 4 contains 91476 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 18529 members 
Mstep: Class 7 contains 183625 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 29032 members 
Mstep: Class 10 contains 187625 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 114878 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 13887 members 
Mstep: Class 15 contains 154786 members 
Mstep: Class 16 contains 135988 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180764480.000000 Penalty: 66700.265625
Iteration 9F: 20 clusters Score -1.807645e+08 nChanged 95866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 37189 members 
Mstep: Class 3 contains 240267 members 
Mstep: Class 4 contains 96196 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 19192 members 
Mstep: Class 7 contains 166491 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 199486 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 121099 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 172484 members 
Mstep: Class 16 contains 134380 members 
Mstep: Class 18 contains 53313 members 
Mstep: Class 19 contains 35016 members 
Mstep: Class 20 contains 18766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180811456.000000 Penalty: 66700.265625
Iteration 10F: 20 clusters Score -1.808115e+08 nChanged 81415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 234953 members 
Mstep: Class 4 contains 100088 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 19667 members 
Mstep: Class 7 contains 152284 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 19756 members 
Mstep: Class 10 contains 206390 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 127152 members 
Mstep: Class 13 contains 13860 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 188338 members 
Mstep: Class 16 contains 132478 members 
Mstep: Class 18 contains 55484 members 
Mstep: Class 19 contains 32353 members 
Mstep: Class 20 contains 17700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180838656.000000 Penalty: 66700.265625
Iteration 11F: 20 clusters Score -1.808387e+08 nChanged 67243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 31186 members 
Mstep: Class 3 contains 230142 members 
Mstep: Class 4 contains 103533 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 20013 members 
Mstep: Class 7 contains 142187 members 
Mstep: Class 8 contains 3781 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 10 contains 209708 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 132796 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 199592 members 
Mstep: Class 16 contains 130699 members 
Mstep: Class 18 contains 57717 members 
Mstep: Class 19 contains 30478 members 
Mstep: Class 20 contains 16964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180854272.000000 Penalty: 66700.265625
Iteration 12Q: 20 clusters Score -1.808543e+08 nChanged 55172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 28937 members 
Mstep: Class 3 contains 226401 members 
Mstep: Class 4 contains 106548 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 137017 members 
Mstep: Class 8 contains 3845 members 
Mstep: Class 9 contains 18012 members 
Mstep: Class 10 contains 210299 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 137658 members 
Mstep: Class 13 contains 13764 members 
Mstep: Class 14 contains 9997 members 
Mstep: Class 15 contains 205530 members 
Mstep: Class 16 contains 129342 members 
Mstep: Class 18 contains 60120 members 
Mstep: Class 19 contains 29088 members 
Mstep: Class 20 contains 16502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180867296.000000 Penalty: 66700.265625
Iteration 13Q: 20 clusters Score -1.808673e+08 nChanged 45069
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 27330 members 
Mstep: Class 3 contains 223400 members 
Mstep: Class 4 contains 109023 members 
Mstep: Class 5 contains 1305 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 136330 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 10 contains 209230 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 141295 members 
Mstep: Class 13 contains 13896 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 207139 members 
Mstep: Class 16 contains 128457 members 
Mstep: Class 18 contains 62638 members 
Mstep: Class 19 contains 28065 members 
Mstep: Class 20 contains 16260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180878480.000000 Penalty: 66700.265625
Iteration 14Q: 20 clusters Score -1.808785e+08 nChanged 37555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 26176 members 
Mstep: Class 3 contains 220565 members 
Mstep: Class 4 contains 111081 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 139106 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 206968 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 143801 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 206300 members 
Mstep: Class 16 contains 128018 members 
Mstep: Class 18 contains 65325 members 
Mstep: Class 19 contains 27205 members 
Mstep: Class 20 contains 16161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180888464.000000 Penalty: 66700.265625
Iteration 15Q: 20 clusters Score -1.808885e+08 nChanged 32192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 25336 members 
Mstep: Class 3 contains 217889 members 
Mstep: Class 4 contains 112680 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 19657 members 
Mstep: Class 7 contains 144529 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 17220 members 
Mstep: Class 10 contains 203978 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 145407 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 8468 members 
Mstep: Class 15 contains 203759 members 
Mstep: Class 16 contains 127940 members 
Mstep: Class 18 contains 67964 members 
Mstep: Class 19 contains 26425 members 
Mstep: Class 20 contains 16177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180898128.000000 Penalty: 66700.265625
Iteration 16Q: 20 clusters Score -1.808981e+08 nChanged 28982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 215400 members 
Mstep: Class 4 contains 113929 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 19442 members 
Mstep: Class 7 contains 151794 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 200540 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 146209 members 
Mstep: Class 13 contains 14564 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 200005 members 
Mstep: Class 16 contains 128123 members 
Mstep: Class 18 contains 70696 members 
Mstep: Class 19 contains 25721 members 
Mstep: Class 20 contains 16211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180908736.000000 Penalty: 66700.265625
Iteration 17Q: 20 clusters Score -1.809087e+08 nChanged 27120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 24400 members 
Mstep: Class 3 contains 212995 members 
Mstep: Class 4 contains 114781 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 19223 members 
Mstep: Class 7 contains 160217 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 16844 members 
Mstep: Class 10 contains 196957 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 146602 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 195543 members 
Mstep: Class 16 contains 128517 members 
Mstep: Class 18 contains 73335 members 
Mstep: Class 19 contains 25076 members 
Mstep: Class 20 contains 16358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180919056.000000 Penalty: 66700.265625
Iteration 18Q: 20 clusters Score -1.809191e+08 nChanged 26182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 210536 members 
Mstep: Class 4 contains 115315 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 19049 members 
Mstep: Class 7 contains 169016 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 16693 members 
Mstep: Class 10 contains 193543 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 146657 members 
Mstep: Class 13 contains 14851 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 190992 members 
Mstep: Class 16 contains 129043 members 
Mstep: Class 18 contains 75859 members 
Mstep: Class 19 contains 24409 members 
Mstep: Class 20 contains 16613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180929680.000000 Penalty: 66700.265625
Iteration 19Q: 20 clusters Score -1.809297e+08 nChanged 25389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 208119 members 
Mstep: Class 4 contains 115610 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 18912 members 
Mstep: Class 7 contains 177692 members 
Mstep: Class 8 contains 5213 members 
Mstep: Class 9 contains 16567 members 
Mstep: Class 10 contains 190354 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 146490 members 
Mstep: Class 13 contains 15036 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 186559 members 
Mstep: Class 16 contains 129627 members 
Mstep: Class 18 contains 78129 members 
Mstep: Class 19 contains 23786 members 
Mstep: Class 20 contains 16872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180938704.000000 Penalty: 66700.265625
Iteration 20F: 20 clusters Score -1.809387e+08 nChanged 24427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 23693 members 
Mstep: Class 3 contains 205727 members 
Mstep: Class 4 contains 115627 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 18810 members 
Mstep: Class 7 contains 185675 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 187599 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 12 contains 146229 members 
Mstep: Class 13 contains 15164 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 182544 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 18 contains 80263 members 
Mstep: Class 19 contains 23163 members 
Mstep: Class 20 contains 17130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180944224.000000 Penalty: 66700.265625
Iteration 21Q: 20 clusters Score -1.809442e+08 nChanged 23172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 23514 members 
Mstep: Class 3 contains 203412 members 
Mstep: Class 4 contains 115428 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 18749 members 
Mstep: Class 7 contains 192538 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 16312 members 
Mstep: Class 10 contains 185306 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 145936 members 
Mstep: Class 13 contains 15347 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 179380 members 
Mstep: Class 16 contains 130845 members 
Mstep: Class 18 contains 82282 members 
Mstep: Class 19 contains 22509 members 
Mstep: Class 20 contains 17276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949472.000000 Penalty: 66700.265625
Iteration 22Q: 20 clusters Score -1.809495e+08 nChanged 21732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 201271 members 
Mstep: Class 4 contains 115053 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 18710 members 
Mstep: Class 7 contains 198409 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 16209 members 
Mstep: Class 10 contains 183466 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 145643 members 
Mstep: Class 13 contains 15518 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 176904 members 
Mstep: Class 16 contains 131475 members 
Mstep: Class 18 contains 84072 members 
Mstep: Class 19 contains 21895 members 
Mstep: Class 20 contains 17389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180954912.000000 Penalty: 66700.265625
Iteration 23Q: 20 clusters Score -1.809549e+08 nChanged 19756
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 23252 members 
Mstep: Class 3 contains 199213 members 
Mstep: Class 4 contains 114601 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 18680 members 
Mstep: Class 7 contains 203149 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 16100 members 
Mstep: Class 10 contains 181878 members 
Mstep: Class 11 contains 2720 members 
Mstep: Class 12 contains 145359 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 175279 members 
Mstep: Class 16 contains 132059 members 
Mstep: Class 18 contains 85744 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 17465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180957920.000000 Penalty: 66700.265625
Iteration 24Q: 20 clusters Score -1.809579e+08 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 23160 members 
Mstep: Class 3 contains 197300 members 
Mstep: Class 4 contains 114183 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 18633 members 
Mstep: Class 7 contains 206763 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 16004 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 145086 members 
Mstep: Class 13 contains 15955 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 174352 members 
Mstep: Class 16 contains 132691 members 
Mstep: Class 18 contains 87367 members 
Mstep: Class 19 contains 20800 members 
Mstep: Class 20 contains 17542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180961344.000000 Penalty: 66700.265625
Iteration 25Q: 20 clusters Score -1.809613e+08 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 23104 members 
Mstep: Class 3 contains 195520 members 
Mstep: Class 4 contains 113795 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 18552 members 
Mstep: Class 7 contains 209675 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 15915 members 
Mstep: Class 10 contains 179291 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 144825 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 4483 members 
Mstep: Class 15 contains 173810 members 
Mstep: Class 16 contains 133246 members 
Mstep: Class 18 contains 88966 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 17611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180962864.000000 Penalty: 66700.265625
Iteration 26Q: 20 clusters Score -1.809629e+08 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 193805 members 
Mstep: Class 4 contains 113362 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 18465 members 
Mstep: Class 7 contains 212047 members 
Mstep: Class 8 contains 5755 members 
Mstep: Class 9 contains 15840 members 
Mstep: Class 10 contains 178164 members 
Mstep: Class 11 contains 3042 members 
Mstep: Class 12 contains 144606 members 
Mstep: Class 13 contains 16229 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 173629 members 
Mstep: Class 16 contains 133764 members 
Mstep: Class 18 contains 90502 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 17649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180964288.000000 Penalty: 66700.265625
Iteration 27Q: 20 clusters Score -1.809643e+08 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 23027 members 
Mstep: Class 3 contains 192249 members 
Mstep: Class 4 contains 112992 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 18395 members 
Mstep: Class 7 contains 214030 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 176969 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 144400 members 
Mstep: Class 13 contains 16350 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 173629 members 
Mstep: Class 16 contains 134242 members 
Mstep: Class 18 contains 92081 members 
Mstep: Class 19 contains 19419 members 
Mstep: Class 20 contains 17693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180964432.000000 Penalty: 66700.265625
Iteration 28Q: 20 clusters Score -1.809644e+08 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 23006 members 
Mstep: Class 3 contains 190864 members 
Mstep: Class 4 contains 112709 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 18301 members 
Mstep: Class 7 contains 215466 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 15748 members 
Mstep: Class 10 contains 175865 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 144171 members 
Mstep: Class 13 contains 16466 members 
Mstep: Class 14 contains 3733 members 
Mstep: Class 15 contains 173926 members 
Mstep: Class 16 contains 134707 members 
Mstep: Class 18 contains 93604 members 
Mstep: Class 19 contains 18986 members 
Mstep: Class 20 contains 17748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180965248.000000 Penalty: 66700.265625
Iteration 29Q: 20 clusters Score -1.809652e+08 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 22986 members 
Mstep: Class 3 contains 189608 members 
Mstep: Class 4 contains 112474 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 18221 members 
Mstep: Class 7 contains 216552 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 15715 members 
Mstep: Class 10 contains 174829 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 143969 members 
Mstep: Class 13 contains 16558 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 174374 members 
Mstep: Class 16 contains 135178 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 18532 members 
Mstep: Class 20 contains 17803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180965408.000000 Penalty: 66700.265625
Iteration 30Q: 20 clusters Score -1.809654e+08 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 22970 members 
Mstep: Class 3 contains 188474 members 
Mstep: Class 4 contains 112343 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 217444 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 15678 members 
Mstep: Class 10 contains 173669 members 
Mstep: Class 11 contains 3246 members 
Mstep: Class 12 contains 143808 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 174849 members 
Mstep: Class 16 contains 135644 members 
Mstep: Class 18 contains 96598 members 
Mstep: Class 19 contains 18071 members 
Mstep: Class 20 contains 17883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180964736.000000 Penalty: 66700.265625
Iteration 31Q: 20 clusters Score -1.809647e+08 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 22953 members 
Mstep: Class 3 contains 187462 members 
Mstep: Class 4 contains 112221 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 218188 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 15655 members 
Mstep: Class 10 contains 172546 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 143694 members 
Mstep: Class 13 contains 16773 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 175209 members 
Mstep: Class 16 contains 136120 members 
Mstep: Class 18 contains 98123 members 
Mstep: Class 19 contains 17590 members 
Mstep: Class 20 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180963952.000000 Penalty: 66700.265625
Iteration 32Q: 20 clusters Score -1.80964e+08 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 22941 members 
Mstep: Class 3 contains 186604 members 
Mstep: Class 4 contains 112113 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17951 members 
Mstep: Class 7 contains 218863 members 
Mstep: Class 8 contains 5873 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 171317 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 143585 members 
Mstep: Class 13 contains 16881 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 175497 members 
Mstep: Class 16 contains 136597 members 
Mstep: Class 18 contains 99745 members 
Mstep: Class 19 contains 17133 members 
Mstep: Class 20 contains 18020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3430.397705 but Gain 3510.539062
Score: -180963600.000000 Penalty: 63189.726562
Iteration 33Q: 19 clusters Score -1.809636e+08 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 185908 members 
Mstep: Class 4 contains 112048 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 219461 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 10 contains 170619 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 143485 members 
Mstep: Class 13 contains 16967 members 
Mstep: Class 15 contains 175883 members 
Mstep: Class 16 contains 137089 members 
Mstep: Class 18 contains 103094 members 
Mstep: Class 19 contains 16694 members 
Mstep: Class 20 contains 18087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180966944.000000 Penalty: 63189.726562
Iteration 34Q: 19 clusters Score -1.809669e+08 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 22914 members 
Mstep: Class 3 contains 185264 members 
Mstep: Class 4 contains 111977 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17853 members 
Mstep: Class 7 contains 220071 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 168495 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 143319 members 
Mstep: Class 13 contains 17053 members 
Mstep: Class 15 contains 175936 members 
Mstep: Class 16 contains 137526 members 
Mstep: Class 18 contains 105696 members 
Mstep: Class 19 contains 16306 members 
Mstep: Class 20 contains 18149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180967312.000000 Penalty: 63189.726562
Iteration 35Q: 19 clusters Score -1.809673e+08 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 22909 members 
Mstep: Class 3 contains 184713 members 
Mstep: Class 4 contains 111910 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 220605 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 166173 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 143179 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 15 contains 176039 members 
Mstep: Class 16 contains 137932 members 
Mstep: Class 18 contains 108250 members 
Mstep: Class 19 contains 15950 members 
Mstep: Class 20 contains 18220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180969200.000000 Penalty: 63189.726562
Iteration 36Q: 19 clusters Score -1.809692e+08 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 22903 members 
Mstep: Class 3 contains 184202 members 
Mstep: Class 4 contains 111828 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17772 members 
Mstep: Class 7 contains 221095 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 163713 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 142998 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 15 contains 176163 members 
Mstep: Class 16 contains 138359 members 
Mstep: Class 18 contains 110838 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 18310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180969040.000000 Penalty: 63189.726562
Iteration 37Q: 19 clusters Score -1.80969e+08 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 22890 members 
Mstep: Class 3 contains 183693 members 
Mstep: Class 4 contains 111785 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 221562 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 161152 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 142752 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 15 contains 176323 members 
Mstep: Class 16 contains 138830 members 
Mstep: Class 18 contains 113470 members 
Mstep: Class 19 contains 15293 members 
Mstep: Class 20 contains 18407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180969280.000000 Penalty: 63189.726562
Iteration 38Q: 19 clusters Score -1.809693e+08 nChanged 7439
Entering ConstructFrom: 
Score: -180969280.000000 Penalty: 63189.726562
Entering ConstructFrom: 
Trying to split cluster 1 (37417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Entering Unmasked Estep 
Score: -4864372.500000 Penalty: 2611.410400
	Iteration 0F: 2 clusters Score -4864372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4838945.000000 Penalty: 5222.820801
	Iteration 0F: 3 clusters Score -4838945 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4848650.000000 Penalty: 5222.820801
	Iteration 1F: 3 clusters Score -4848650 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4850304.000000 Penalty: 5222.820801
	Iteration 2F: 3 clusters Score -4850304 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4852384.500000 Penalty: 5222.820801
	Iteration 3F: 3 clusters Score -4852384 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4854764.500000 Penalty: 5222.820801
	Iteration 4F: 3 clusters Score -4854764 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4856965.000000 Penalty: 5222.820801
	Iteration 5F: 3 clusters Score -4856965 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4858618.500000 Penalty: 5222.820801
	Iteration 6F: 3 clusters Score -4858618 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4859758.500000 Penalty: 5222.820801
	Iteration 7F: 3 clusters Score -4859758 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -4860491.500000 Penalty: 5222.820801
	Iteration 8Q: 3 clusters Score -4860492 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4860969.500000 Penalty: 5222.820801
	Iteration 9Q: 3 clusters Score -4860970 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4861372.500000 Penalty: 5222.820801
	Iteration 10Q: 3 clusters Score -4861372 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4861734.000000 Penalty: 5222.820801
	Iteration 11Q: 3 clusters Score -4861734 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4862050.000000 Penalty: 5222.820801
	Iteration 12Q: 3 clusters Score -4862050 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4862397.000000 Penalty: 5222.820801
	Iteration 13Q: 3 clusters Score -4862397 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4862695.000000 Penalty: 5222.820801
	Iteration 14Q: 3 clusters Score -4862695 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4862990.000000 Penalty: 5222.820801
	Iteration 15Q: 3 clusters Score -4862990 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4863239.500000 Penalty: 5222.820801
	Iteration 16Q: 3 clusters Score -4863240 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4863491.000000 Penalty: 5222.820801
	Iteration 17Q: 3 clusters Score -4863491 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4863689.000000 Penalty: 5222.820801
	Iteration 18Q: 3 clusters Score -4863689 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4863845.500000 Penalty: 5222.820801
	Iteration 19Q: 3 clusters Score -4863846 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4864068.500000 Penalty: 5222.820801
	Iteration 20F: 3 clusters Score -4864068 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4864295.000000 Penalty: 5222.820801
	Iteration 21Q: 3 clusters Score -4864295 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4864470.000000 Penalty: 5222.820801
	Iteration 22Q: 3 clusters Score -4864470 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4864688.500000 Penalty: 5222.820801
	Iteration 23Q: 3 clusters Score -4864688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4864814.500000 Penalty: 5222.820801
	Iteration 24Q: 3 clusters Score -4864814 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4864930.500000 Penalty: 5222.820801
	Iteration 25Q: 3 clusters Score -4864930 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4864999.000000 Penalty: 5222.820801
	Iteration 26Q: 3 clusters Score -4864999 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4865044.500000 Penalty: 5222.820801
	Iteration 27Q: 3 clusters Score -4865044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4865070.500000 Penalty: 5222.820801
	Iteration 28Q: 3 clusters Score -4865070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4865097.500000 Penalty: 5222.820801
	Iteration 29Q: 3 clusters Score -4865098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4865091.000000 Penalty: 5222.820801
	Iteration 30Q: 3 clusters Score -4865091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4865104.500000 Penalty: 5222.820801
	Iteration 31Q: 3 clusters Score -4865104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4865113.500000 Penalty: 5222.820801
	Iteration 32Q: 3 clusters Score -4865114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4865121.000000 Penalty: 5222.820801
	Iteration 33Q: 3 clusters Score -4865121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4865130.000000 Penalty: 5222.820801
	Iteration 34Q: 3 clusters Score -4865130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4865146.500000 Penalty: 5222.820801
	Iteration 35Q: 3 clusters Score -4865146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4865144.500000 Penalty: 5222.820801
	Iteration 36Q: 3 clusters Score -4865144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4865144.000000 Penalty: 5222.820801
	Iteration 37Q: 3 clusters Score -4865144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4865148.500000 Penalty: 5222.820801
	Iteration 38Q: 3 clusters Score -4865148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4865159.500000 Penalty: 5222.820801
	Iteration 39Q: 3 clusters Score -4865160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4865174.500000 Penalty: 5222.820801
	Iteration 40F: 3 clusters Score -4865174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4865193.500000 Penalty: 5222.820801
	Iteration 41Q: 3 clusters Score -4865194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4865196.000000 Penalty: 5222.820801
	Iteration 42Q: 3 clusters Score -4865196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4865197.500000 Penalty: 5222.820801
	Iteration 43Q: 3 clusters Score -4865198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4865210.000000 Penalty: 5222.820801
	Iteration 44Q: 3 clusters Score -4865210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4865203.500000 Penalty: 5222.820801
	Iteration 45Q: 3 clusters Score -4865204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4865205.500000 Penalty: 5222.820801
	Iteration 46Q: 3 clusters Score -4865206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4865209.000000 Penalty: 5222.820801
	Iteration 47Q: 3 clusters Score -4865209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4865202.500000 Penalty: 5222.820801
	Iteration 48Q: 3 clusters Score -4865202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4865204.500000 Penalty: 5222.820801
	Iteration 49Q: 3 clusters Score -4865204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4865209.000000 Penalty: 5222.820801
	Iteration 50Q: 3 clusters Score -4865209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4865210.500000 Penalty: 5222.820801
	Iteration 51Q: 3 clusters Score -4865210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4865214.000000 Penalty: 5222.820801
	Iteration 52Q: 3 clusters Score -4865214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4865218.500000 Penalty: 5222.820801
	Iteration 53Q: 3 clusters Score -4865218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4865215.000000 Penalty: 5222.820801
	Iteration 54Q: 3 clusters Score -4865215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4865217.500000 Penalty: 5222.820801
	Iteration 55Q: 3 clusters Score -4865218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4865217.500000 Penalty: 5222.820801
	Iteration 56F: 3 clusters Score -4865218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 111699 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 158475 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 142450 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Entering Unmasked Estep 
Score: -180968832.000000 Penalty: 66700.265625
Splitting cluster 1 changes total score from -180969280.000000 to -180968832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Entering Unmasked Estep 
Score: -2940062.750000 Penalty: 2489.342041
	Iteration 0F: 2 clusters Score -2940063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2924189.750000 Penalty: 4978.684082
	Iteration 0F: 3 clusters Score -2924190 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2930159.000000 Penalty: 4978.684082
	Iteration 1F: 3 clusters Score -2930159 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2931253.500000 Penalty: 4978.684082
	Iteration 2F: 3 clusters Score -2931254 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2932735.250000 Penalty: 4978.684082
	Iteration 3F: 3 clusters Score -2932735 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2934473.000000 Penalty: 4978.684082
	Iteration 4F: 3 clusters Score -2934473 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2935941.500000 Penalty: 4978.684082
	Iteration 5F: 3 clusters Score -2935942 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2936962.250000 Penalty: 4978.684082
	Iteration 6F: 3 clusters Score -2936962 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2937564.250000 Penalty: 4978.684082
	Iteration 7Q: 3 clusters Score -2937564 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2937906.250000 Penalty: 4978.684082
	Iteration 8Q: 3 clusters Score -2937906 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2938095.500000 Penalty: 4978.684082
	Iteration 9Q: 3 clusters Score -2938096 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2938191.750000 Penalty: 4978.684082
	Iteration 10Q: 3 clusters Score -2938192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2938238.000000 Penalty: 4978.684082
	Iteration 11Q: 3 clusters Score -2938238 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2938262.500000 Penalty: 4978.684082
	Iteration 12Q: 3 clusters Score -2938262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2938281.000000 Penalty: 4978.684082
	Iteration 13Q: 3 clusters Score -2938281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2938285.000000 Penalty: 4978.684082
	Iteration 14Q: 3 clusters Score -2938285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2938296.250000 Penalty: 4978.684082
	Iteration 15Q: 3 clusters Score -2938296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2938293.250000 Penalty: 4978.684082
	Iteration 16Q: 3 clusters Score -2938293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2938297.500000 Penalty: 4978.684082
	Iteration 17Q: 3 clusters Score -2938298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2938304.000000 Penalty: 4978.684082
	Iteration 18Q: 3 clusters Score -2938304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2938303.000000 Penalty: 4978.684082
	Iteration 19Q: 3 clusters Score -2938303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2938307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2938298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2938307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2938309.750000 Penalty: 4978.684082
	Iteration 23Q: 3 clusters Score -2938310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2938311.000000 Penalty: 4978.684082
	Iteration 24Q: 3 clusters Score -2938311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2938316.250000 Penalty: 4978.684082
	Iteration 25Q: 3 clusters Score -2938316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2938320.250000 Penalty: 4978.684082
	Iteration 26Q: 3 clusters Score -2938320 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2938325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2938322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2938323.500000 Penalty: 4978.684082
	Iteration 29Q: 3 clusters Score -2938324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2938329.750000 Penalty: 4978.684082
	Iteration 30Q: 3 clusters Score -2938330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2938339.000000 Penalty: 4978.684082
	Iteration 31Q: 3 clusters Score -2938339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2938336.750000 Penalty: 4978.684082
	Iteration 32Q: 3 clusters Score -2938337 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2938347.250000 Penalty: 4978.684082
	Iteration 33Q: 3 clusters Score -2938347 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2938343.750000 Penalty: 4978.684082
	Iteration 34Q: 3 clusters Score -2938344 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2938342.250000 Penalty: 4978.684082
	Iteration 35Q: 3 clusters Score -2938342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2938340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2938339.500000 Penalty: 4978.684082
	Iteration 37Q: 3 clusters Score -2938340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2938342.750000 Penalty: 4978.684082
	Iteration 38Q: 3 clusters Score -2938343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2938344.250000 Penalty: 4978.684082
	Iteration 39Q: 3 clusters Score -2938344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2938343.250000 Penalty: 4978.684082
	Iteration 40F: 3 clusters Score -2938343 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2938344 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2938341 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2938336 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2938336 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2938343 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2938341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2938340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2938342 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2938344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2938348 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2938349 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2938351 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2938357 nChanged 7
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Mstep: Class 1 contains 6979 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2938359 nChanged 7
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Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2938358 nChanged 7
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2938357 nChanged 6
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Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2938359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2938361 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2938362 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2938360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2938360 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2938362 nChanged 12
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Mstep: Class 1 contains 6941 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2938363 nChanged 19
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Mstep: Class 1 contains 6924 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2938368 nChanged 24
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Mstep: Class 1 contains 6908 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2938367 nChanged 25
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Mstep: Class 1 contains 6895 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2938369 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6887 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2938371 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6875 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2938374 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6864 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2938379 nChanged 17
Entering Unmasked Mstep 
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	Iteration 70Q: 3 clusters Score -2938385 nChanged 16
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Mstep: Class 1 contains 6843 members 
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	Iteration 71Q: 3 clusters Score -2938381 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6836 members 
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	Iteration 72Q: 3 clusters Score -2938389 nChanged 9
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Mstep: Class 1 contains 6829 members 
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	Iteration 73Q: 3 clusters Score -2938386 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6828 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2938384 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6822 members 
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Entering Unmasked Estep 
Score: -2938395.750000 Penalty: 4978.684082
	Iteration 75Q: 3 clusters Score -2938396 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6811 members 
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Score: -2938391.000000 Penalty: 4978.684082
	Iteration 76Q: 3 clusters Score -2938391 nChanged 17
Entering Unmasked Mstep 
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	Iteration 77Q: 3 clusters Score -2938382 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6787 members 
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	Iteration 78Q: 3 clusters Score -2938382 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6775 members 
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	Iteration 79Q: 3 clusters Score -2938378 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2938385 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2938386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2938388 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6712 members 
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	Iteration 83Q: 3 clusters Score -2938387 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 16177 members 
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	Iteration 84Q: 3 clusters Score -2938395 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2938395 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 16221 members 
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	Iteration 86Q: 3 clusters Score -2938398 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6626 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2938410 nChanged 28
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Mstep: Class 1 contains 6602 members 
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	Iteration 88Q: 3 clusters Score -2938411 nChanged 30
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Mstep: Class 1 contains 6580 members 
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	Iteration 89Q: 3 clusters Score -2938416 nChanged 22
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Mstep: Class 1 contains 6560 members 
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	Iteration 90Q: 3 clusters Score -2938418 nChanged 24
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Mstep: Class 1 contains 6540 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2938420 nChanged 18
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2938426 nChanged 12
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Mstep: Class 1 contains 6516 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2938430 nChanged 11
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2938427 nChanged 10
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	Iteration 95Q: 3 clusters Score -2938433 nChanged 11
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	Iteration 96Q: 3 clusters Score -2938436 nChanged 11
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	Iteration 97Q: 3 clusters Score -2938433 nChanged 10
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Mstep: Class 2 contains 16393 members 
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	Iteration 98Q: 3 clusters Score -2938433 nChanged 9
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Mstep: Class 1 contains 6470 members 
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	Iteration 99Q: 3 clusters Score -2938443 nChanged 11
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Mstep: Class 1 contains 6461 members 
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Entering Unmasked Estep 
Score: -2938447.750000 Penalty: 4978.684082
	Iteration 100F: 3 clusters Score -2938448 nChanged 14
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Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 16425 members 
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	Iteration 101Q: 3 clusters Score -2938436 nChanged 12
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Mstep: Class 1 contains 6439 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2938440 nChanged 10
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Mstep: Class 1 contains 6435 members 
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	Iteration 103Q: 3 clusters Score -2938441 nChanged 5
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	Iteration 104Q: 3 clusters Score -2938440 nChanged 6
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Mstep: Class 1 contains 6434 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2938444 nChanged 4
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	Iteration 106Q: 3 clusters Score -2938440 nChanged 3
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	Iteration 107Q: 3 clusters Score -2938446 nChanged 5
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	Iteration 108Q: 3 clusters Score -2938449 nChanged 3
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Mstep: Class 1 contains 6421 members 
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	Iteration 109Q: 3 clusters Score -2938447 nChanged 5
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Mstep: Class 1 contains 6416 members 
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	Iteration 110Q: 3 clusters Score -2938445 nChanged 3
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	Iteration 111Q: 3 clusters Score -2938445 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2938444.500000 Penalty: 4978.684082
	Iteration 112Q: 3 clusters Score -2938444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2938444.500000 Penalty: 4978.684082
	Iteration 113F: 3 clusters Score -2938444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (183252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Entering Unmasked Estep 
Score: -22995326.000000 Penalty: 3005.417236
	Iteration 0F: 2 clusters Score -2.299533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -22874088.000000 Penalty: 6010.834473
	Iteration 0F: 3 clusters Score -2.287409e+07 nChanged 87771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -22926716.000000 Penalty: 6010.834473
	Iteration 1F: 3 clusters Score -2.292672e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -22929478.000000 Penalty: 6010.834473
	Iteration 2Q: 3 clusters Score -2.292948e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -22934188.000000 Penalty: 6010.834473
	Iteration 3Q: 3 clusters Score -2.293419e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -22940188.000000 Penalty: 6010.834473
	Iteration 4F: 3 clusters Score -2.294019e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -22946918.000000 Penalty: 6010.834473
	Iteration 5F: 3 clusters Score -2.294692e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -22954110.000000 Penalty: 6010.834473
	Iteration 6F: 3 clusters Score -2.295411e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -22961406.000000 Penalty: 6010.834473
	Iteration 7F: 3 clusters Score -2.296141e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -22967564.000000 Penalty: 6010.834473
	Iteration 8F: 3 clusters Score -2.296756e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -22972190.000000 Penalty: 6010.834473
	Iteration 9Q: 3 clusters Score -2.297219e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131904 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -22975486.000000 Penalty: 6010.834473
	Iteration 10Q: 3 clusters Score -2.297549e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -22977714.000000 Penalty: 6010.834473
	Iteration 11Q: 3 clusters Score -2.297771e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -22978966.000000 Penalty: 6010.834473
	Iteration 12Q: 3 clusters Score -2.297897e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -22979972.000000 Penalty: 6010.834473
	Iteration 13Q: 3 clusters Score -2.297997e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -22980766.000000 Penalty: 6010.834473
	Iteration 14Q: 3 clusters Score -2.298077e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -22981640.000000 Penalty: 6010.834473
	Iteration 15Q: 3 clusters Score -2.298164e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -22982318.000000 Penalty: 6010.834473
	Iteration 16Q: 3 clusters Score -2.298232e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -22983042.000000 Penalty: 6010.834473
	Iteration 17Q: 3 clusters Score -2.298304e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -22983758.000000 Penalty: 6010.834473
	Iteration 18Q: 3 clusters Score -2.298376e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -22984540.000000 Penalty: 6010.834473
	Iteration 19Q: 3 clusters Score -2.298454e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -22985270.000000 Penalty: 6010.834473
	Iteration 20F: 3 clusters Score -2.298527e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -22985852.000000 Penalty: 6010.834473
	Iteration 21Q: 3 clusters Score -2.298585e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -22986644.000000 Penalty: 6010.834473
	Iteration 22Q: 3 clusters Score -2.298664e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -22987438.000000 Penalty: 6010.834473
	Iteration 23Q: 3 clusters Score -2.298744e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -22988316.000000 Penalty: 6010.834473
	Iteration 24Q: 3 clusters Score -2.298832e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -22989036.000000 Penalty: 6010.834473
	Iteration 25Q: 3 clusters Score -2.298904e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -22989746.000000 Penalty: 6010.834473
	Iteration 26Q: 3 clusters Score -2.298975e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -22990498.000000 Penalty: 6010.834473
	Iteration 27Q: 3 clusters Score -2.29905e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -22991078.000000 Penalty: 6010.834473
	Iteration 28Q: 3 clusters Score -2.299108e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -22991540.000000 Penalty: 6010.834473
	Iteration 29Q: 3 clusters Score -2.299154e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176324 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -22991938.000000 Penalty: 6010.834473
	Iteration 30Q: 3 clusters Score -2.299194e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177162 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -22992300.000000 Penalty: 6010.834473
	Iteration 31Q: 3 clusters Score -2.29923e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177858 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -22992524.000000 Penalty: 6010.834473
	Iteration 32Q: 3 clusters Score -2.299252e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -22992816.000000 Penalty: 6010.834473
	Iteration 33Q: 3 clusters Score -2.299282e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178861 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -22993022.000000 Penalty: 6010.834473
	Iteration 34Q: 3 clusters Score -2.299302e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22993240.000000 Penalty: 6010.834473
	Iteration 35Q: 3 clusters Score -2.299324e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -22993500.000000 Penalty: 6010.834473
	Iteration 36Q: 3 clusters Score -2.29935e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179787 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -22993666.000000 Penalty: 6010.834473
	Iteration 37Q: 3 clusters Score -2.299367e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179981 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -22993852.000000 Penalty: 6010.834473
	Iteration 38Q: 3 clusters Score -2.299385e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -22993942.000000 Penalty: 6010.834473
	Iteration 39Q: 3 clusters Score -2.299394e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -22994004.000000 Penalty: 6010.834473
	Iteration 40F: 3 clusters Score -2.2994e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -22994098.000000 Penalty: 6010.834473
	Iteration 41Q: 3 clusters Score -2.29941e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -22994142.000000 Penalty: 6010.834473
	Iteration 42Q: 3 clusters Score -2.299414e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22994160.000000 Penalty: 6010.834473
	Iteration 43Q: 3 clusters Score -2.299416e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180451 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22994178.000000 Penalty: 6010.834473
	Iteration 44Q: 3 clusters Score -2.299418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -22994208.000000 Penalty: 6010.834473
	Iteration 45Q: 3 clusters Score -2.299421e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180485 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22994196.000000 Penalty: 6010.834473
	Iteration 46Q: 3 clusters Score -2.29942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -22994204.000000 Penalty: 6010.834473
	Iteration 47Q: 3 clusters Score -2.29942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22994208.000000 Penalty: 6010.834473
	Iteration 48Q: 3 clusters Score -2.299421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22994214.000000 Penalty: 6010.834473
	Iteration 49Q: 3 clusters Score -2.299421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180471 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22994238.000000 Penalty: 6010.834473
	Iteration 50Q: 3 clusters Score -2.299424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -22994220.000000 Penalty: 6010.834473
	Iteration 51Q: 3 clusters Score -2.299422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22994246.000000 Penalty: 6010.834473
	Iteration 52Q: 3 clusters Score -2.299425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22994220.000000 Penalty: 6010.834473
	Iteration 53Q: 3 clusters Score -2.299422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180485 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22994216.000000 Penalty: 6010.834473
	Iteration 54Q: 3 clusters Score -2.299422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22994200.000000 Penalty: 6010.834473
	Iteration 55Q: 3 clusters Score -2.29942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180502 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22994230.000000 Penalty: 6010.834473
	Iteration 56Q: 3 clusters Score -2.299423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22994246.000000 Penalty: 6010.834473
	Iteration 57Q: 3 clusters Score -2.299425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22994244.000000 Penalty: 6010.834473
	Iteration 58Q: 3 clusters Score -2.299424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180485 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22994264.000000 Penalty: 6010.834473
	Iteration 59Q: 3 clusters Score -2.299426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22994272.000000 Penalty: 6010.834473
	Iteration 60F: 3 clusters Score -2.299427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22994304.000000 Penalty: 6010.834473
	Iteration 61Q: 3 clusters Score -2.29943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22994320.000000 Penalty: 6010.834473
	Iteration 62Q: 3 clusters Score -2.299432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180511 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22994304.000000 Penalty: 6010.834473
	Iteration 63Q: 3 clusters Score -2.29943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180512 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22994304.000000 Penalty: 6010.834473
	Iteration 64Q: 3 clusters Score -2.29943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22994310.000000 Penalty: 6010.834473
	Iteration 65Q: 3 clusters Score -2.299431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -22994316.000000 Penalty: 6010.834473
	Iteration 66Q: 3 clusters Score -2.299432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22994322.000000 Penalty: 6010.834473
	Iteration 67Q: 3 clusters Score -2.299432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -22994314.000000 Penalty: 6010.834473
	Iteration 68Q: 3 clusters Score -2.299431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180513 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22994304.000000 Penalty: 6010.834473
	Iteration 69Q: 3 clusters Score -2.29943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180510 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22994298.000000 Penalty: 6010.834473
	Iteration 70Q: 3 clusters Score -2.29943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180508 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22994326.000000 Penalty: 6010.834473
	Iteration 71Q: 3 clusters Score -2.299433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -22994334.000000 Penalty: 6010.834473
	Iteration 72Q: 3 clusters Score -2.299433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22994330.000000 Penalty: 6010.834473
	Iteration 73Q: 3 clusters Score -2.299433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180460 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -22994334.000000 Penalty: 6010.834473
	Iteration 74Q: 3 clusters Score -2.299433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180450 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22994360.000000 Penalty: 6010.834473
	Iteration 75Q: 3 clusters Score -2.299436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22994346.000000 Penalty: 6010.834473
	Iteration 76Q: 3 clusters Score -2.299435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180440 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22994378.000000 Penalty: 6010.834473
	Iteration 77Q: 3 clusters Score -2.299438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180440 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22994378.000000 Penalty: 6010.834473
	Iteration 78Q: 3 clusters Score -2.299438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180438 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22994374.000000 Penalty: 6010.834473
	Iteration 79Q: 3 clusters Score -2.299437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22994390.000000 Penalty: 6010.834473
	Iteration 80F: 3 clusters Score -2.299439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -22994378.000000 Penalty: 6010.834473
	Iteration 81Q: 3 clusters Score -2.299438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -22994370.000000 Penalty: 6010.834473
	Iteration 82Q: 3 clusters Score -2.299437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22994356.000000 Penalty: 6010.834473
	Iteration 83Q: 3 clusters Score -2.299436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -22994366.000000 Penalty: 6010.834473
	Iteration 84Q: 3 clusters Score -2.299437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22994362.000000 Penalty: 6010.834473
	Iteration 85Q: 3 clusters Score -2.299436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -22994360.000000 Penalty: 6010.834473
	Iteration 86Q: 3 clusters Score -2.299436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22994368.000000 Penalty: 6010.834473
	Iteration 87Q: 3 clusters Score -2.299437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22994376.000000 Penalty: 6010.834473
	Iteration 88Q: 3 clusters Score -2.299438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -22994378.000000 Penalty: 6010.834473
	Iteration 89Q: 3 clusters Score -2.299438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180428 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -22994368.000000 Penalty: 6010.834473
	Iteration 90Q: 3 clusters Score -2.299437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180428 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -22994380.000000 Penalty: 6010.834473
	Iteration 91Q: 3 clusters Score -2.299438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180429 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22994376.000000 Penalty: 6010.834473
	Iteration 92Q: 3 clusters Score -2.299438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22994356.000000 Penalty: 6010.834473
	Iteration 93Q: 3 clusters Score -2.299436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180429 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22994360.000000 Penalty: 6010.834473
	Iteration 94Q: 3 clusters Score -2.299436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22994354.000000 Penalty: 6010.834473
	Iteration 95Q: 3 clusters Score -2.299435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22994350.000000 Penalty: 6010.834473
	Iteration 96Q: 3 clusters Score -2.299435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22994350.000000 Penalty: 6010.834473
	Iteration 97F: 3 clusters Score -2.299435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Entering Unmasked Estep 
Score: -14874931.000000 Penalty: 2882.643555
	Iteration 0F: 2 clusters Score -1.487493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -14800910.000000 Penalty: 5765.287109
	Iteration 0F: 3 clusters Score -1.480091e+07 nChanged 52931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -14831522.000000 Penalty: 5765.287109
	Iteration 1F: 3 clusters Score -1.483152e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -14833074.000000 Penalty: 5765.287109
	Iteration 2Q: 3 clusters Score -1.483307e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -14835039.000000 Penalty: 5765.287109
	Iteration 3Q: 3 clusters Score -1.483504e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -14837144.000000 Penalty: 5765.287109
	Iteration 4Q: 3 clusters Score -1.483714e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -14839215.000000 Penalty: 5765.287109
	Iteration 5Q: 3 clusters Score -1.483922e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -14841561.000000 Penalty: 5765.287109
	Iteration 6Q: 3 clusters Score -1.484156e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -14843958.000000 Penalty: 5765.287109
	Iteration 7Q: 3 clusters Score -1.484396e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -14846539.000000 Penalty: 5765.287109
	Iteration 8Q: 3 clusters Score -1.484654e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -14849483.000000 Penalty: 5765.287109
	Iteration 9Q: 3 clusters Score -1.484948e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -14852364.000000 Penalty: 5765.287109
	Iteration 10Q: 3 clusters Score -1.485236e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -14854971.000000 Penalty: 5765.287109
	Iteration 11Q: 3 clusters Score -1.485497e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -14856538.000000 Penalty: 5765.287109
	Iteration 12Q: 3 clusters Score -1.485654e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -14857286.000000 Penalty: 5765.287109
	Iteration 13Q: 3 clusters Score -1.485729e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -14857795.000000 Penalty: 5765.287109
	Iteration 14Q: 3 clusters Score -1.48578e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -14858359.000000 Penalty: 5765.287109
	Iteration 15Q: 3 clusters Score -1.485836e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -14858740.000000 Penalty: 5765.287109
	Iteration 16Q: 3 clusters Score -1.485874e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -14859304.000000 Penalty: 5765.287109
	Iteration 17Q: 3 clusters Score -1.48593e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -14859943.000000 Penalty: 5765.287109
	Iteration 18Q: 3 clusters Score -1.485994e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -14860663.000000 Penalty: 5765.287109
	Iteration 19Q: 3 clusters Score -1.486066e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -14861415.000000 Penalty: 5765.287109
	Iteration 20F: 3 clusters Score -1.486142e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -14862365.000000 Penalty: 5765.287109
	Iteration 21Q: 3 clusters Score -1.486236e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -14863765.000000 Penalty: 5765.287109
	Iteration 22Q: 3 clusters Score -1.486376e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -14865425.000000 Penalty: 5765.287109
	Iteration 23Q: 3 clusters Score -1.486542e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -14867641.000000 Penalty: 5765.287109
	Iteration 24Q: 3 clusters Score -1.486764e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -14870413.000000 Penalty: 5765.287109
	Iteration 25Q: 3 clusters Score -1.487041e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -14872982.000000 Penalty: 5765.287109
	Iteration 26Q: 3 clusters Score -1.487298e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -14874569.000000 Penalty: 5765.287109
	Iteration 27Q: 3 clusters Score -1.487457e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -14875486.000000 Penalty: 5765.287109
	Iteration 28Q: 3 clusters Score -1.487549e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -14875876.000000 Penalty: 5765.287109
	Iteration 29Q: 3 clusters Score -1.487588e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -14876084.000000 Penalty: 5765.287109
	Iteration 30Q: 3 clusters Score -1.487608e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -14876144.000000 Penalty: 5765.287109
	Iteration 31Q: 3 clusters Score -1.487614e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -14876168.000000 Penalty: 5765.287109
	Iteration 32Q: 3 clusters Score -1.487617e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -14876183.000000 Penalty: 5765.287109
	Iteration 33Q: 3 clusters Score -1.487618e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -14876190.000000 Penalty: 5765.287109
	Iteration 34Q: 3 clusters Score -1.487619e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -14876182.000000 Penalty: 5765.287109
	Iteration 35Q: 3 clusters Score -1.487618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -14876177.000000 Penalty: 5765.287109
	Iteration 36Q: 3 clusters Score -1.487618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -14876190.000000 Penalty: 5765.287109
	Iteration 37Q: 3 clusters Score -1.487619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -14876202.000000 Penalty: 5765.287109
	Iteration 38Q: 3 clusters Score -1.48762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -14876193.000000 Penalty: 5765.287109
	Iteration 39Q: 3 clusters Score -1.487619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -14876305.000000 Penalty: 5765.287109
	Iteration 40F: 3 clusters Score -1.48763e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -14876283.000000 Penalty: 5765.287109
	Iteration 41Q: 3 clusters Score -1.487628e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -14876329.000000 Penalty: 5765.287109
	Iteration 42Q: 3 clusters Score -1.487633e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -14876334.000000 Penalty: 5765.287109
	Iteration 43Q: 3 clusters Score -1.487633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -14876335.000000 Penalty: 5765.287109
	Iteration 44Q: 3 clusters Score -1.487634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -14876340.000000 Penalty: 5765.287109
	Iteration 45Q: 3 clusters Score -1.487634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -14876322.000000 Penalty: 5765.287109
	Iteration 46Q: 3 clusters Score -1.487632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -14876303.000000 Penalty: 5765.287109
	Iteration 47Q: 3 clusters Score -1.48763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -14876307.000000 Penalty: 5765.287109
	Iteration 48Q: 3 clusters Score -1.487631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -14876309.000000 Penalty: 5765.287109
	Iteration 49Q: 3 clusters Score -1.487631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70348 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -14876328.000000 Penalty: 5765.287109
	Iteration 50Q: 3 clusters Score -1.487633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -14876318.000000 Penalty: 5765.287109
	Iteration 51Q: 3 clusters Score -1.487632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -14876295.000000 Penalty: 5765.287109
	Iteration 52Q: 3 clusters Score -1.48763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -14876314.000000 Penalty: 5765.287109
	Iteration 53Q: 3 clusters Score -1.487631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -14876314.000000 Penalty: 5765.287109
	Iteration 54Q: 3 clusters Score -1.487631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -14876317.000000 Penalty: 5765.287109
	Iteration 55Q: 3 clusters Score -1.487632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -14876317.000000 Penalty: 5765.287109
	Iteration 56Q: 3 clusters Score -1.487632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -14876320.000000 Penalty: 5765.287109
	Iteration 57Q: 3 clusters Score -1.487632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -14876321.000000 Penalty: 5765.287109
	Iteration 58Q: 3 clusters Score -1.487632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -14876322.000000 Penalty: 5765.287109
	Iteration 59Q: 3 clusters Score -1.487632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -14876316.000000 Penalty: 5765.287109
	Iteration 60F: 3 clusters Score -1.487632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -14876316.000000 Penalty: 5765.287109
	Iteration 61Q: 3 clusters Score -1.487632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -14876318.000000 Penalty: 5765.287109
	Iteration 62Q: 3 clusters Score -1.487632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -14876317.000000 Penalty: 5765.287109
	Iteration 63Q: 3 clusters Score -1.487632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -14876319.000000 Penalty: 5765.287109
	Iteration 64Q: 3 clusters Score -1.487632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -14876310.000000 Penalty: 5765.287109
	Iteration 65Q: 3 clusters Score -1.487631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -14876309.000000 Penalty: 5765.287109
	Iteration 66Q: 3 clusters Score -1.487631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -14876309.000000 Penalty: 5765.287109
	Iteration 67Q: 3 clusters Score -1.487631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -14876311.000000 Penalty: 5765.287109
	Iteration 68Q: 3 clusters Score -1.487631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -14876315.000000 Penalty: 5765.287109
	Iteration 69Q: 3 clusters Score -1.487632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -14876315.000000 Penalty: 5765.287109
	Iteration 70Q: 3 clusters Score -1.487632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -14876315.000000 Penalty: 5765.287109
	Iteration 71F: 3 clusters Score -1.487632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 158475 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 142450 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Entering Unmasked Estep 
Score: -180969728.000000 Penalty: 66700.265625
Splitting cluster 4 changes total score from -180969280.000000 to -180969728.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -159340.796875 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -159340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157286.796875 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -157286.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157966.984375 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -157967 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158684.546875 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -158684.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159224.328125 Penalty: 3553.317627
	Iteration 3F: 3 clusters Score -159224.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159567.859375 Penalty: 3553.317627
	Iteration 4F: 3 clusters Score -159567.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159684.921875 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -159684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159713.671875 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -159713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159720.343750 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -159720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159722.890625 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -159722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159723.484375 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -159723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159724.375000 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -159724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159726.062500 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -159726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159728.250000 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -159728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159728.250000 Penalty: 3553.317627
	Iteration 13F: 3 clusters Score -159728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 158475 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 142450 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Entering Unmasked Estep 
Score: -180968416.000000 Penalty: 70210.812500
Splitting cluster 5 changes total score from -180969280.000000 to -180968416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Entering Unmasked Estep 
Score: -2308893.750000 Penalty: 2425.683350
	Iteration 0F: 2 clusters Score -2308894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2296369.000000 Penalty: 4851.366699
	Iteration 0F: 3 clusters Score -2296369 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2300405.750000 Penalty: 4851.366699
	Iteration 1F: 3 clusters Score -2300406 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2300955.000000 Penalty: 4851.366699
	Iteration 2F: 3 clusters Score -2300955 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2301523.000000 Penalty: 4851.366699
	Iteration 3F: 3 clusters Score -2301523 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2302048.750000 Penalty: 4851.366699
	Iteration 4F: 3 clusters Score -2302049 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2302477.000000 Penalty: 4851.366699
	Iteration 5F: 3 clusters Score -2302477 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2302881.000000 Penalty: 4851.366699
	Iteration 6Q: 3 clusters Score -2302881 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2303246.250000 Penalty: 4851.366699
	Iteration 7Q: 3 clusters Score -2303246 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2303585.250000 Penalty: 4851.366699
	Iteration 8Q: 3 clusters Score -2303585 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2303921.750000 Penalty: 4851.366699
	Iteration 9Q: 3 clusters Score -2303922 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2304266.750000 Penalty: 4851.366699
	Iteration 10Q: 3 clusters Score -2304267 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2304597.000000 Penalty: 4851.366699
	Iteration 11Q: 3 clusters Score -2304597 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2304914.750000 Penalty: 4851.366699
	Iteration 12Q: 3 clusters Score -2304915 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2305236.500000 Penalty: 4851.366699
	Iteration 13Q: 3 clusters Score -2305236 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2305507.750000 Penalty: 4851.366699
	Iteration 14Q: 3 clusters Score -2305508 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2305685.250000 Penalty: 4851.366699
	Iteration 15Q: 3 clusters Score -2305685 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2305811.000000 Penalty: 4851.366699
	Iteration 16Q: 3 clusters Score -2305811 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2305889.000000 Penalty: 4851.366699
	Iteration 17Q: 3 clusters Score -2305889 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2305939.750000 Penalty: 4851.366699
	Iteration 18Q: 3 clusters Score -2305940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2305980.750000 Penalty: 4851.366699
	Iteration 19Q: 3 clusters Score -2305981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2306019.750000 Penalty: 4851.366699
	Iteration 20F: 3 clusters Score -2306020 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2306045.500000 Penalty: 4851.366699
	Iteration 21Q: 3 clusters Score -2306046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2306057.000000 Penalty: 4851.366699
	Iteration 22Q: 3 clusters Score -2306057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2306089.250000 Penalty: 4851.366699
	Iteration 23Q: 3 clusters Score -2306089 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2306110.000000 Penalty: 4851.366699
	Iteration 24Q: 3 clusters Score -2306110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2306129.750000 Penalty: 4851.366699
	Iteration 25Q: 3 clusters Score -2306130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2306138.750000 Penalty: 4851.366699
	Iteration 26Q: 3 clusters Score -2306139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2306148.250000 Penalty: 4851.366699
	Iteration 27Q: 3 clusters Score -2306148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2306164.000000 Penalty: 4851.366699
	Iteration 28Q: 3 clusters Score -2306164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2306167.000000 Penalty: 4851.366699
	Iteration 29Q: 3 clusters Score -2306167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2306175.750000 Penalty: 4851.366699
	Iteration 30Q: 3 clusters Score -2306176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2306181.500000 Penalty: 4851.366699
	Iteration 31Q: 3 clusters Score -2306182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2306190.000000 Penalty: 4851.366699
	Iteration 32Q: 3 clusters Score -2306190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2306196.000000 Penalty: 4851.366699
	Iteration 33Q: 3 clusters Score -2306196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2306204.000000 Penalty: 4851.366699
	Iteration 34Q: 3 clusters Score -2306204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2306201.000000 Penalty: 4851.366699
	Iteration 35Q: 3 clusters Score -2306201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2306197.500000 Penalty: 4851.366699
	Iteration 36Q: 3 clusters Score -2306198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2306203.750000 Penalty: 4851.366699
	Iteration 37Q: 3 clusters Score -2306204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2306203.750000 Penalty: 4851.366699
	Iteration 38Q: 3 clusters Score -2306204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2306210.000000 Penalty: 4851.366699
	Iteration 39Q: 3 clusters Score -2306210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2306204.250000 Penalty: 4851.366699
	Iteration 40F: 3 clusters Score -2306204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2306205.500000 Penalty: 4851.366699
	Iteration 41Q: 3 clusters Score -2306206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2306208.500000 Penalty: 4851.366699
	Iteration 42Q: 3 clusters Score -2306208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2306206.500000 Penalty: 4851.366699
	Iteration 43Q: 3 clusters Score -2306206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2306208.750000 Penalty: 4851.366699
	Iteration 44Q: 3 clusters Score -2306209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2306208.000000 Penalty: 4851.366699
	Iteration 45Q: 3 clusters Score -2306208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2306208.750000 Penalty: 4851.366699
	Iteration 46Q: 3 clusters Score -2306209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2306210.000000 Penalty: 4851.366699
	Iteration 47Q: 3 clusters Score -2306210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2306209.000000 Penalty: 4851.366699
	Iteration 48Q: 3 clusters Score -2306209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2306213.250000 Penalty: 4851.366699
	Iteration 49Q: 3 clusters Score -2306213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2306214.000000 Penalty: 4851.366699
	Iteration 50Q: 3 clusters Score -2306214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2306212.500000 Penalty: 4851.366699
	Iteration 51Q: 3 clusters Score -2306212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2306214.000000 Penalty: 4851.366699
	Iteration 52Q: 3 clusters Score -2306214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2306210.750000 Penalty: 4851.366699
	Iteration 53Q: 3 clusters Score -2306211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2306210.750000 Penalty: 4851.366699
	Iteration 54Q: 3 clusters Score -2306211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2306208.500000 Penalty: 4851.366699
	Iteration 55Q: 3 clusters Score -2306208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2306211.250000 Penalty: 4851.366699
	Iteration 56Q: 3 clusters Score -2306211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2306212.500000 Penalty: 4851.366699
	Iteration 57Q: 3 clusters Score -2306212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2306212.500000 Penalty: 4851.366699
	Iteration 58Q: 3 clusters Score -2306212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2306214.250000 Penalty: 4851.366699
	Iteration 59Q: 3 clusters Score -2306214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2306211.750000 Penalty: 4851.366699
	Iteration 60F: 3 clusters Score -2306212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2306214.500000 Penalty: 4851.366699
	Iteration 61Q: 3 clusters Score -2306214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2306214.500000 Penalty: 4851.366699
	Iteration 62F: 3 clusters Score -2306214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (221974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221974 members 
Entering Unmasked Estep 
Score: -29769218.000000 Penalty: 3052.958252
	Iteration 0F: 2 clusters Score -2.976922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -29649722.000000 Penalty: 6105.916504
	Iteration 0F: 3 clusters Score -2.964972e+07 nChanged 106809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -29712184.000000 Penalty: 6105.916504
	Iteration 1F: 3 clusters Score -2.971218e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113607 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -29713126.000000 Penalty: 6105.916504
	Iteration 2Q: 3 clusters Score -2.971313e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -29714122.000000 Penalty: 6105.916504
	Iteration 3Q: 3 clusters Score -2.971412e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117708 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -29715130.000000 Penalty: 6105.916504
	Iteration 4Q: 3 clusters Score -2.971513e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -29716690.000000 Penalty: 6105.916504
	Iteration 5Q: 3 clusters Score -2.971669e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125876 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -29718626.000000 Penalty: 6105.916504
	Iteration 6Q: 3 clusters Score -2.971863e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132508 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -29721756.000000 Penalty: 6105.916504
	Iteration 7Q: 3 clusters Score -2.972176e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -29725924.000000 Penalty: 6105.916504
	Iteration 8Q: 3 clusters Score -2.972592e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -29732094.000000 Penalty: 6105.916504
	Iteration 9F: 3 clusters Score -2.973209e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -29738846.000000 Penalty: 6105.916504
	Iteration 10F: 3 clusters Score -2.973885e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -29745238.000000 Penalty: 6105.916504
	Iteration 11F: 3 clusters Score -2.974524e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -29750538.000000 Penalty: 6105.916504
	Iteration 12Q: 3 clusters Score -2.975054e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -29753456.000000 Penalty: 6105.916504
	Iteration 13Q: 3 clusters Score -2.975346e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176779 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -29754772.000000 Penalty: 6105.916504
	Iteration 14Q: 3 clusters Score -2.975477e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176423 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -29755200.000000 Penalty: 6105.916504
	Iteration 15Q: 3 clusters Score -2.97552e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -29755338.000000 Penalty: 6105.916504
	Iteration 16Q: 3 clusters Score -2.975534e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -29755288.000000 Penalty: 6105.916504
	Iteration 17Q: 3 clusters Score -2.975529e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -29755182.000000 Penalty: 6105.916504
	Iteration 18Q: 3 clusters Score -2.975518e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172755 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -29755128.000000 Penalty: 6105.916504
	Iteration 19Q: 3 clusters Score -2.975513e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -29755072.000000 Penalty: 6105.916504
	Iteration 20F: 3 clusters Score -2.975507e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -29755028.000000 Penalty: 6105.916504
	Iteration 21Q: 3 clusters Score -2.975503e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -29755054.000000 Penalty: 6105.916504
	Iteration 22Q: 3 clusters Score -2.975505e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -29755052.000000 Penalty: 6105.916504
	Iteration 23Q: 3 clusters Score -2.975505e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -29755006.000000 Penalty: 6105.916504
	Iteration 24Q: 3 clusters Score -2.975501e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -29755086.000000 Penalty: 6105.916504
	Iteration 25Q: 3 clusters Score -2.975509e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -29755132.000000 Penalty: 6105.916504
	Iteration 26Q: 3 clusters Score -2.975513e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159333 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -29755324.000000 Penalty: 6105.916504
	Iteration 27Q: 3 clusters Score -2.975532e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -29755366.000000 Penalty: 6105.916504
	Iteration 28Q: 3 clusters Score -2.975537e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -29755528.000000 Penalty: 6105.916504
	Iteration 29Q: 3 clusters Score -2.975553e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -29755776.000000 Penalty: 6105.916504
	Iteration 30Q: 3 clusters Score -2.975578e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150605 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -29755908.000000 Penalty: 6105.916504
	Iteration 31Q: 3 clusters Score -2.975591e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -29755980.000000 Penalty: 6105.916504
	Iteration 32Q: 3 clusters Score -2.975598e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -29756144.000000 Penalty: 6105.916504
	Iteration 33Q: 3 clusters Score -2.975614e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -29756210.000000 Penalty: 6105.916504
	Iteration 34Q: 3 clusters Score -2.975621e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -29756320.000000 Penalty: 6105.916504
	Iteration 35Q: 3 clusters Score -2.975632e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -29756386.000000 Penalty: 6105.916504
	Iteration 36Q: 3 clusters Score -2.975639e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -29756486.000000 Penalty: 6105.916504
	Iteration 37Q: 3 clusters Score -2.975649e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -29756658.000000 Penalty: 6105.916504
	Iteration 38Q: 3 clusters Score -2.975666e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -29756938.000000 Penalty: 6105.916504
	Iteration 39Q: 3 clusters Score -2.975694e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130971 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -29757188.000000 Penalty: 6105.916504
	Iteration 40F: 3 clusters Score -2.975719e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128591 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -29757434.000000 Penalty: 6105.916504
	Iteration 41Q: 3 clusters Score -2.975743e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126241 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -29757632.000000 Penalty: 6105.916504
	Iteration 42Q: 3 clusters Score -2.975763e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123751 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -29758090.000000 Penalty: 6105.916504
	Iteration 43Q: 3 clusters Score -2.975809e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -29758214.000000 Penalty: 6105.916504
	Iteration 44Q: 3 clusters Score -2.975821e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -29758610.000000 Penalty: 6105.916504
	Iteration 45Q: 3 clusters Score -2.975861e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -29758656.000000 Penalty: 6105.916504
	Iteration 46Q: 3 clusters Score -2.975866e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114139 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -29758902.000000 Penalty: 6105.916504
	Iteration 47Q: 3 clusters Score -2.97589e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111836 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -29759170.000000 Penalty: 6105.916504
	Iteration 48Q: 3 clusters Score -2.975917e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -29759416.000000 Penalty: 6105.916504
	Iteration 49Q: 3 clusters Score -2.975942e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 114999 members 
Entering Unmasked Estep 
Score: -29759780.000000 Penalty: 6105.916504
	Iteration 50Q: 3 clusters Score -2.975978e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -29760494.000000 Penalty: 6105.916504
	Iteration 51Q: 3 clusters Score -2.976049e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -29761034.000000 Penalty: 6105.916504
	Iteration 52Q: 3 clusters Score -2.976103e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -29761846.000000 Penalty: 6105.916504
	Iteration 53Q: 3 clusters Score -2.976185e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -29762646.000000 Penalty: 6105.916504
	Iteration 54Q: 3 clusters Score -2.976265e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -29763870.000000 Penalty: 6105.916504
	Iteration 55Q: 3 clusters Score -2.976387e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -29764982.000000 Penalty: 6105.916504
	Iteration 56Q: 3 clusters Score -2.976498e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 149140 members 
Entering Unmasked Estep 
Score: -29766188.000000 Penalty: 6105.916504
	Iteration 57Q: 3 clusters Score -2.976619e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 155574 members 
Entering Unmasked Estep 
Score: -29766624.000000 Penalty: 6105.916504
	Iteration 58Q: 3 clusters Score -2.976662e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -29766480.000000 Penalty: 6105.916504
	Iteration 59Q: 3 clusters Score -2.976648e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 166257 members 
Entering Unmasked Estep 
Score: -29768798.000000 Penalty: 6105.916504
	Iteration 60F: 3 clusters Score -2.97688e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -29770470.000000 Penalty: 6105.916504
	Iteration 61Q: 3 clusters Score -2.977047e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 179042 members 
Entering Unmasked Estep 
Score: -29770596.000000 Penalty: 6105.916504
	Iteration 62Q: 3 clusters Score -2.97706e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -29770582.000000 Penalty: 6105.916504
	Iteration 63Q: 3 clusters Score -2.977058e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 187984 members 
Entering Unmasked Estep 
Score: -29769984.000000 Penalty: 6105.916504
	Iteration 64Q: 3 clusters Score -2.976998e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 191278 members 
Entering Unmasked Estep 
Score: -29769582.000000 Penalty: 6105.916504
	Iteration 65Q: 3 clusters Score -2.976958e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 194082 members 
Entering Unmasked Estep 
Score: -29769190.000000 Penalty: 6105.916504
	Iteration 66Q: 3 clusters Score -2.976919e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 196371 members 
Entering Unmasked Estep 
Score: -29768780.000000 Penalty: 6105.916504
	Iteration 67Q: 3 clusters Score -2.976878e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 198344 members 
Entering Unmasked Estep 
Score: -29768292.000000 Penalty: 6105.916504
	Iteration 68Q: 3 clusters Score -2.976829e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 199982 members 
Entering Unmasked Estep 
Score: -29767790.000000 Penalty: 6105.916504
	Iteration 69Q: 3 clusters Score -2.976779e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 201450 members 
Entering Unmasked Estep 
Score: -29767402.000000 Penalty: 6105.916504
	Iteration 70Q: 3 clusters Score -2.97674e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 202739 members 
Entering Unmasked Estep 
Score: -29767108.000000 Penalty: 6105.916504
	Iteration 71Q: 3 clusters Score -2.976711e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 203903 members 
Entering Unmasked Estep 
Score: -29767040.000000 Penalty: 6105.916504
	Iteration 72Q: 3 clusters Score -2.976704e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 204968 members 
Entering Unmasked Estep 
Score: -29766982.000000 Penalty: 6105.916504
	Iteration 73Q: 3 clusters Score -2.976698e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 205959 members 
Entering Unmasked Estep 
Score: -29766886.000000 Penalty: 6105.916504
	Iteration 74Q: 3 clusters Score -2.976689e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 206867 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 75Q: 3 clusters Score -2.976695e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -29766876.000000 Penalty: 6105.916504
	Iteration 76Q: 3 clusters Score -2.976688e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 208498 members 
Entering Unmasked Estep 
Score: -29766688.000000 Penalty: 6105.916504
	Iteration 77Q: 3 clusters Score -2.976669e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 209235 members 
Entering Unmasked Estep 
Score: -29766632.000000 Penalty: 6105.916504
	Iteration 78Q: 3 clusters Score -2.976663e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 209951 members 
Entering Unmasked Estep 
Score: -29766702.000000 Penalty: 6105.916504
	Iteration 79Q: 3 clusters Score -2.97667e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 210620 members 
Entering Unmasked Estep 
Score: -29766722.000000 Penalty: 6105.916504
	Iteration 80F: 3 clusters Score -2.976672e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 211327 members 
Entering Unmasked Estep 
Score: -29766692.000000 Penalty: 6105.916504
	Iteration 81Q: 3 clusters Score -2.976669e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 211973 members 
Entering Unmasked Estep 
Score: -29766590.000000 Penalty: 6105.916504
	Iteration 82Q: 3 clusters Score -2.976659e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 212590 members 
Entering Unmasked Estep 
Score: -29766636.000000 Penalty: 6105.916504
	Iteration 83Q: 3 clusters Score -2.976664e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 213195 members 
Entering Unmasked Estep 
Score: -29766654.000000 Penalty: 6105.916504
	Iteration 84Q: 3 clusters Score -2.976665e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 213750 members 
Entering Unmasked Estep 
Score: -29766720.000000 Penalty: 6105.916504
	Iteration 85Q: 3 clusters Score -2.976672e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 214274 members 
Entering Unmasked Estep 
Score: -29766836.000000 Penalty: 6105.916504
	Iteration 86Q: 3 clusters Score -2.976684e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 214790 members 
Entering Unmasked Estep 
Score: -29766812.000000 Penalty: 6105.916504
	Iteration 87Q: 3 clusters Score -2.976681e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 215280 members 
Entering Unmasked Estep 
Score: -29766848.000000 Penalty: 6105.916504
	Iteration 88Q: 3 clusters Score -2.976685e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 215723 members 
Entering Unmasked Estep 
Score: -29766858.000000 Penalty: 6105.916504
	Iteration 89Q: 3 clusters Score -2.976686e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 216104 members 
Entering Unmasked Estep 
Score: -29766838.000000 Penalty: 6105.916504
	Iteration 90Q: 3 clusters Score -2.976684e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 216458 members 
Entering Unmasked Estep 
Score: -29766838.000000 Penalty: 6105.916504
	Iteration 91Q: 3 clusters Score -2.976684e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -29766854.000000 Penalty: 6105.916504
	Iteration 92Q: 3 clusters Score -2.976685e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 217078 members 
Entering Unmasked Estep 
Score: -29766910.000000 Penalty: 6105.916504
	Iteration 93Q: 3 clusters Score -2.976691e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 217331 members 
Entering Unmasked Estep 
Score: -29766978.000000 Penalty: 6105.916504
	Iteration 94Q: 3 clusters Score -2.976698e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 217568 members 
Entering Unmasked Estep 
Score: -29766980.000000 Penalty: 6105.916504
	Iteration 95Q: 3 clusters Score -2.976698e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 217794 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 96Q: 3 clusters Score -2.976695e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 217993 members 
Entering Unmasked Estep 
Score: -29767000.000000 Penalty: 6105.916504
	Iteration 97Q: 3 clusters Score -2.9767e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 218178 members 
Entering Unmasked Estep 
Score: -29767034.000000 Penalty: 6105.916504
	Iteration 98Q: 3 clusters Score -2.976703e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 218348 members 
Entering Unmasked Estep 
Score: -29767030.000000 Penalty: 6105.916504
	Iteration 99Q: 3 clusters Score -2.976703e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 218517 members 
Entering Unmasked Estep 
Score: -29767016.000000 Penalty: 6105.916504
	Iteration 100F: 3 clusters Score -2.976702e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 218636 members 
Entering Unmasked Estep 
Score: -29767070.000000 Penalty: 6105.916504
	Iteration 101Q: 3 clusters Score -2.976707e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 218754 members 
Entering Unmasked Estep 
Score: -29767002.000000 Penalty: 6105.916504
	Iteration 102Q: 3 clusters Score -2.9767e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -29766952.000000 Penalty: 6105.916504
	Iteration 103Q: 3 clusters Score -2.976695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 218956 members 
Entering Unmasked Estep 
Score: -29766964.000000 Penalty: 6105.916504
	Iteration 104Q: 3 clusters Score -2.976696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 219029 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 105Q: 3 clusters Score -2.976695e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 219091 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 106Q: 3 clusters Score -2.976695e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 219148 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 107Q: 3 clusters Score -2.976694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 219202 members 
Entering Unmasked Estep 
Score: -29766960.000000 Penalty: 6105.916504
	Iteration 108Q: 3 clusters Score -2.976696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 219253 members 
Entering Unmasked Estep 
Score: -29766964.000000 Penalty: 6105.916504
	Iteration 109Q: 3 clusters Score -2.976696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 219304 members 
Entering Unmasked Estep 
Score: -29766976.000000 Penalty: 6105.916504
	Iteration 110Q: 3 clusters Score -2.976698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 219354 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 111Q: 3 clusters Score -2.976695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 219396 members 
Entering Unmasked Estep 
Score: -29766924.000000 Penalty: 6105.916504
	Iteration 112Q: 3 clusters Score -2.976692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 219426 members 
Entering Unmasked Estep 
Score: -29766930.000000 Penalty: 6105.916504
	Iteration 113Q: 3 clusters Score -2.976693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 219456 members 
Entering Unmasked Estep 
Score: -29766912.000000 Penalty: 6105.916504
	Iteration 114Q: 3 clusters Score -2.976691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 219480 members 
Entering Unmasked Estep 
Score: -29766910.000000 Penalty: 6105.916504
	Iteration 115Q: 3 clusters Score -2.976691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 219500 members 
Entering Unmasked Estep 
Score: -29766924.000000 Penalty: 6105.916504
	Iteration 116Q: 3 clusters Score -2.976692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 219530 members 
Entering Unmasked Estep 
Score: -29766936.000000 Penalty: 6105.916504
	Iteration 117Q: 3 clusters Score -2.976694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 219556 members 
Entering Unmasked Estep 
Score: -29766922.000000 Penalty: 6105.916504
	Iteration 118Q: 3 clusters Score -2.976692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 219571 members 
Entering Unmasked Estep 
Score: -29766950.000000 Penalty: 6105.916504
	Iteration 119Q: 3 clusters Score -2.976695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 219580 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 120F: 3 clusters Score -2.976694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 219590 members 
Entering Unmasked Estep 
Score: -29766912.000000 Penalty: 6105.916504
	Iteration 121Q: 3 clusters Score -2.976691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 219601 members 
Entering Unmasked Estep 
Score: -29766912.000000 Penalty: 6105.916504
	Iteration 122Q: 3 clusters Score -2.976691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 219607 members 
Entering Unmasked Estep 
Score: -29766900.000000 Penalty: 6105.916504
	Iteration 123Q: 3 clusters Score -2.97669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 219613 members 
Entering Unmasked Estep 
Score: -29766890.000000 Penalty: 6105.916504
	Iteration 124Q: 3 clusters Score -2.976689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 219619 members 
Entering Unmasked Estep 
Score: -29766898.000000 Penalty: 6105.916504
	Iteration 125Q: 3 clusters Score -2.97669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 219629 members 
Entering Unmasked Estep 
Score: -29766884.000000 Penalty: 6105.916504
	Iteration 126Q: 3 clusters Score -2.976688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 219640 members 
Entering Unmasked Estep 
Score: -29766902.000000 Penalty: 6105.916504
	Iteration 127Q: 3 clusters Score -2.97669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 219647 members 
Entering Unmasked Estep 
Score: -29766920.000000 Penalty: 6105.916504
	Iteration 128Q: 3 clusters Score -2.976692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 219656 members 
Entering Unmasked Estep 
Score: -29766922.000000 Penalty: 6105.916504
	Iteration 129Q: 3 clusters Score -2.976692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 219665 members 
Entering Unmasked Estep 
Score: -29766918.000000 Penalty: 6105.916504
	Iteration 130Q: 3 clusters Score -2.976692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 219676 members 
Entering Unmasked Estep 
Score: -29766940.000000 Penalty: 6105.916504
	Iteration 131Q: 3 clusters Score -2.976694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 219691 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 132Q: 3 clusters Score -2.976694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 219705 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 133Q: 3 clusters Score -2.976694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 219714 members 
Entering Unmasked Estep 
Score: -29766938.000000 Penalty: 6105.916504
	Iteration 134Q: 3 clusters Score -2.976694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 219727 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 135Q: 3 clusters Score -2.976694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 219743 members 
Entering Unmasked Estep 
Score: -29766966.000000 Penalty: 6105.916504
	Iteration 136Q: 3 clusters Score -2.976697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 219757 members 
Entering Unmasked Estep 
Score: -29766926.000000 Penalty: 6105.916504
	Iteration 137Q: 3 clusters Score -2.976693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 219769 members 
Entering Unmasked Estep 
Score: -29766938.000000 Penalty: 6105.916504
	Iteration 138Q: 3 clusters Score -2.976694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 219787 members 
Entering Unmasked Estep 
Score: -29766928.000000 Penalty: 6105.916504
	Iteration 139Q: 3 clusters Score -2.976693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 219812 members 
Entering Unmasked Estep 
Score: -29766944.000000 Penalty: 6105.916504
	Iteration 140F: 3 clusters Score -2.976694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 219835 members 
Entering Unmasked Estep 
Score: -29766942.000000 Penalty: 6105.916504
	Iteration 141Q: 3 clusters Score -2.976694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 219857 members 
Entering Unmasked Estep 
Score: -29766932.000000 Penalty: 6105.916504
	Iteration 142Q: 3 clusters Score -2.976693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 219872 members 
Entering Unmasked Estep 
Score: -29766952.000000 Penalty: 6105.916504
	Iteration 143Q: 3 clusters Score -2.976695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 219884 members 
Entering Unmasked Estep 
Score: -29766942.000000 Penalty: 6105.916504
	Iteration 144Q: 3 clusters Score -2.976694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -29766948.000000 Penalty: 6105.916504
	Iteration 145Q: 3 clusters Score -2.976695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 219912 members 
Entering Unmasked Estep 
Score: -29766964.000000 Penalty: 6105.916504
	Iteration 146Q: 3 clusters Score -2.976696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 219924 members 
Entering Unmasked Estep 
Score: -29766970.000000 Penalty: 6105.916504
	Iteration 147Q: 3 clusters Score -2.976697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 219939 members 
Entering Unmasked Estep 
Score: -29766964.000000 Penalty: 6105.916504
	Iteration 148Q: 3 clusters Score -2.976696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 219945 members 
Entering Unmasked Estep 
Score: -29766972.000000 Penalty: 6105.916504
	Iteration 149Q: 3 clusters Score -2.976697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 219954 members 
Entering Unmasked Estep 
Score: -29766974.000000 Penalty: 6105.916504
	Iteration 150Q: 3 clusters Score -2.976697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 219967 members 
Entering Unmasked Estep 
Score: -29766952.000000 Penalty: 6105.916504
	Iteration 151Q: 3 clusters Score -2.976695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 219976 members 
Entering Unmasked Estep 
Score: -29766968.000000 Penalty: 6105.916504
	Iteration 152Q: 3 clusters Score -2.976697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 219984 members 
Entering Unmasked Estep 
Score: -29766962.000000 Penalty: 6105.916504
	Iteration 153Q: 3 clusters Score -2.976696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 219992 members 
Entering Unmasked Estep 
Score: -29766966.000000 Penalty: 6105.916504
	Iteration 154Q: 3 clusters Score -2.976697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 220007 members 
Entering Unmasked Estep 
Score: -29766974.000000 Penalty: 6105.916504
	Iteration 155Q: 3 clusters Score -2.976697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 156Q: 3 clusters Score -2.976695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 220021 members 
Entering Unmasked Estep 
Score: -29766958.000000 Penalty: 6105.916504
	Iteration 157Q: 3 clusters Score -2.976696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 220030 members 
Entering Unmasked Estep 
Score: -29766948.000000 Penalty: 6105.916504
	Iteration 158Q: 3 clusters Score -2.976695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 220036 members 
Entering Unmasked Estep 
Score: -29766938.000000 Penalty: 6105.916504
	Iteration 159Q: 3 clusters Score -2.976694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 220040 members 
Entering Unmasked Estep 
Score: -29766946.000000 Penalty: 6105.916504
	Iteration 160F: 3 clusters Score -2.976695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 220049 members 
Entering Unmasked Estep 
Score: -29766958.000000 Penalty: 6105.916504
	Iteration 161Q: 3 clusters Score -2.976696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 220061 members 
Entering Unmasked Estep 
Score: -29766976.000000 Penalty: 6105.916504
	Iteration 162Q: 3 clusters Score -2.976698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 220073 members 
Entering Unmasked Estep 
Score: -29766978.000000 Penalty: 6105.916504
	Iteration 163Q: 3 clusters Score -2.976698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 220084 members 
Entering Unmasked Estep 
Score: -29766980.000000 Penalty: 6105.916504
	Iteration 164Q: 3 clusters Score -2.976698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 220087 members 
Entering Unmasked Estep 
Score: -29766990.000000 Penalty: 6105.916504
	Iteration 165Q: 3 clusters Score -2.976699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 220091 members 
Entering Unmasked Estep 
Score: -29766976.000000 Penalty: 6105.916504
	Iteration 166Q: 3 clusters Score -2.976698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 220102 members 
Entering Unmasked Estep 
Score: -29767002.000000 Penalty: 6105.916504
	Iteration 167Q: 3 clusters Score -2.9767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 220116 members 
Entering Unmasked Estep 
Score: -29767002.000000 Penalty: 6105.916504
	Iteration 168Q: 3 clusters Score -2.9767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 220126 members 
Entering Unmasked Estep 
Score: -29766998.000000 Penalty: 6105.916504
	Iteration 169Q: 3 clusters Score -2.9767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 220141 members 
Entering Unmasked Estep 
Score: -29766988.000000 Penalty: 6105.916504
	Iteration 170Q: 3 clusters Score -2.976699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 220151 members 
Entering Unmasked Estep 
Score: -29766962.000000 Penalty: 6105.916504
	Iteration 171Q: 3 clusters Score -2.976696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 220153 members 
Entering Unmasked Estep 
Score: -29766956.000000 Penalty: 6105.916504
	Iteration 172Q: 3 clusters Score -2.976696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 220156 members 
Entering Unmasked Estep 
Score: -29766972.000000 Penalty: 6105.916504
	Iteration 173Q: 3 clusters Score -2.976697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 220162 members 
Entering Unmasked Estep 
Score: -29766962.000000 Penalty: 6105.916504
	Iteration 174Q: 3 clusters Score -2.976696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 220164 members 
Entering Unmasked Estep 
Score: -29766976.000000 Penalty: 6105.916504
	Iteration 175Q: 3 clusters Score -2.976698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 220169 members 
Entering Unmasked Estep 
Score: -29766982.000000 Penalty: 6105.916504
	Iteration 176Q: 3 clusters Score -2.976698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 220170 members 
Entering Unmasked Estep 
Score: -29766976.000000 Penalty: 6105.916504
	Iteration 177Q: 3 clusters Score -2.976698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 220173 members 
Entering Unmasked Estep 
Score: -29766986.000000 Penalty: 6105.916504
	Iteration 178Q: 3 clusters Score -2.976699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 220175 members 
Entering Unmasked Estep 
Score: -29766990.000000 Penalty: 6105.916504
	Iteration 179Q: 3 clusters Score -2.976699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 220175 members 
Entering Unmasked Estep 
Score: -29766990.000000 Penalty: 6105.916504
	Iteration 180F: 3 clusters Score -2.976699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -777737.937500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -777737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -772758.312500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -772758.3 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -774077.437500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -774077.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -774468.250000 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -774468.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -774762.437500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -774762.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -775024.125000 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -775024.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -775287.812500 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -775287.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -775602.625000 Penalty: 4304.263672
	Iteration 6F: 3 clusters Score -775602.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -775857.812500 Penalty: 4304.263672
	Iteration 7F: 3 clusters Score -775857.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -776036.062500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -776036.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -776178.187500 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -776178.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -776296.375000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -776296.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -776383.562500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -776383.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -776453.937500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -776453.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -776504.750000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -776504.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -776551.375000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -776551.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -776584.625000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -776584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -776614.375000 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -776614.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -776640.937500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -776640.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -776656.625000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -776656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -776671.937500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -776671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -776684.375000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -776684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -776700.875000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -776700.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -776713.000000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -776713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -776721.812500 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -776721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -776727.062500 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -776727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -776728.687500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -776728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -776729.125000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -776729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -776731.687500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -776731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -776733.437500 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -776733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -776735.750000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -776735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -776735.750000 Penalty: 4304.263672
	Iteration 30F: 3 clusters Score -776735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Entering Unmasked Estep 
Score: -2025105.750000 Penalty: 2394.016846
	Iteration 0F: 2 clusters Score -2025106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2013764.875000 Penalty: 4788.033691
	Iteration 0F: 3 clusters Score -2013765 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2017528.125000 Penalty: 4788.033691
	Iteration 1F: 3 clusters Score -2017528 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2018042.625000 Penalty: 4788.033691
	Iteration 2F: 3 clusters Score -2018043 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2018560.625000 Penalty: 4788.033691
	Iteration 3F: 3 clusters Score -2018561 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2019234.750000 Penalty: 4788.033691
	Iteration 4F: 3 clusters Score -2019235 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2020196.500000 Penalty: 4788.033691
	Iteration 5F: 3 clusters Score -2020196 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2021362.875000 Penalty: 4788.033691
	Iteration 6F: 3 clusters Score -2021363 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2022400.125000 Penalty: 4788.033691
	Iteration 7F: 3 clusters Score -2022400 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2023036.125000 Penalty: 4788.033691
	Iteration 8F: 3 clusters Score -2023036 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2023447.875000 Penalty: 4788.033691
	Iteration 9Q: 3 clusters Score -2023448 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2023685.500000 Penalty: 4788.033691
	Iteration 10Q: 3 clusters Score -2023686 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2023849.250000 Penalty: 4788.033691
	Iteration 11Q: 3 clusters Score -2023849 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2023953.500000 Penalty: 4788.033691
	Iteration 12Q: 3 clusters Score -2023954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2024051.625000 Penalty: 4788.033691
	Iteration 13Q: 3 clusters Score -2024052 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2024109.125000 Penalty: 4788.033691
	Iteration 14Q: 3 clusters Score -2024109 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2024167.375000 Penalty: 4788.033691
	Iteration 15Q: 3 clusters Score -2024167 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2024221.875000 Penalty: 4788.033691
	Iteration 16Q: 3 clusters Score -2024222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2024284.625000 Penalty: 4788.033691
	Iteration 17Q: 3 clusters Score -2024285 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2024356.625000 Penalty: 4788.033691
	Iteration 18Q: 3 clusters Score -2024357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2024438.375000 Penalty: 4788.033691
	Iteration 19Q: 3 clusters Score -2024438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2024481.250000 Penalty: 4788.033691
	Iteration 20F: 3 clusters Score -2024481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2024521.125000 Penalty: 4788.033691
	Iteration 21Q: 3 clusters Score -2024521 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2024557.500000 Penalty: 4788.033691
	Iteration 22Q: 3 clusters Score -2024558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2024581.000000 Penalty: 4788.033691
	Iteration 23Q: 3 clusters Score -2024581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2024598.125000 Penalty: 4788.033691
	Iteration 24Q: 3 clusters Score -2024598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2024613.000000 Penalty: 4788.033691
	Iteration 25Q: 3 clusters Score -2024613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2024633.000000 Penalty: 4788.033691
	Iteration 26Q: 3 clusters Score -2024633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2024647.625000 Penalty: 4788.033691
	Iteration 27Q: 3 clusters Score -2024648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2024657.000000 Penalty: 4788.033691
	Iteration 28Q: 3 clusters Score -2024657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2024658.000000 Penalty: 4788.033691
	Iteration 29Q: 3 clusters Score -2024658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2024666.125000 Penalty: 4788.033691
	Iteration 30Q: 3 clusters Score -2024666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2024671.875000 Penalty: 4788.033691
	Iteration 31Q: 3 clusters Score -2024672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2024675.000000 Penalty: 4788.033691
	Iteration 32Q: 3 clusters Score -2024675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2024676.000000 Penalty: 4788.033691
	Iteration 33Q: 3 clusters Score -2024676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2024671.625000 Penalty: 4788.033691
	Iteration 34Q: 3 clusters Score -2024672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2024675.625000 Penalty: 4788.033691
	Iteration 35Q: 3 clusters Score -2024676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2024680.125000 Penalty: 4788.033691
	Iteration 36Q: 3 clusters Score -2024680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2024675.875000 Penalty: 4788.033691
	Iteration 37Q: 3 clusters Score -2024676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2024682.375000 Penalty: 4788.033691
	Iteration 38Q: 3 clusters Score -2024682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2024688.125000 Penalty: 4788.033691
	Iteration 39Q: 3 clusters Score -2024688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2024694.000000 Penalty: 4788.033691
	Iteration 40F: 3 clusters Score -2024694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2024691.750000 Penalty: 4788.033691
	Iteration 41Q: 3 clusters Score -2024692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2024691.750000 Penalty: 4788.033691
	Iteration 42Q: 3 clusters Score -2024692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2024694.000000 Penalty: 4788.033691
	Iteration 43Q: 3 clusters Score -2024694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2024693.000000 Penalty: 4788.033691
	Iteration 44Q: 3 clusters Score -2024693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2024693.000000 Penalty: 4788.033691
	Iteration 45F: 3 clusters Score -2024693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Entering Unmasked Estep 
Score: -21257224.000000 Penalty: 2969.391357
	Iteration 0F: 2 clusters Score -2.125722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -21153678.000000 Penalty: 5938.782715
	Iteration 0F: 3 clusters Score -2.115368e+07 nChanged 75701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -21198228.000000 Penalty: 5938.782715
	Iteration 1F: 3 clusters Score -2.119823e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -21199408.000000 Penalty: 5938.782715
	Iteration 2Q: 3 clusters Score -2.119941e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -21200980.000000 Penalty: 5938.782715
	Iteration 3Q: 3 clusters Score -2.120098e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -21203304.000000 Penalty: 5938.782715
	Iteration 4Q: 3 clusters Score -2.12033e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -21206866.000000 Penalty: 5938.782715
	Iteration 5Q: 3 clusters Score -2.120687e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -21212490.000000 Penalty: 5938.782715
	Iteration 6F: 3 clusters Score -2.121249e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -21220898.000000 Penalty: 5938.782715
	Iteration 7F: 3 clusters Score -2.12209e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -21231244.000000 Penalty: 5938.782715
	Iteration 8F: 3 clusters Score -2.123124e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -21240790.000000 Penalty: 5938.782715
	Iteration 9F: 3 clusters Score -2.124079e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -21247574.000000 Penalty: 5938.782715
	Iteration 10F: 3 clusters Score -2.124757e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -21251920.000000 Penalty: 5938.782715
	Iteration 11Q: 3 clusters Score -2.125192e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -21254446.000000 Penalty: 5938.782715
	Iteration 12Q: 3 clusters Score -2.125445e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 152933 members 
Entering Unmasked Estep 
Score: -21255900.000000 Penalty: 5938.782715
	Iteration 13Q: 3 clusters Score -2.12559e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21256914.000000 Penalty: 5938.782715
	Iteration 14Q: 3 clusters Score -2.125691e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -21257338.000000 Penalty: 5938.782715
	Iteration 15Q: 3 clusters Score -2.125734e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -21257538.000000 Penalty: 5938.782715
	Iteration 16Q: 3 clusters Score -2.125754e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -21257566.000000 Penalty: 5938.782715
	Iteration 17Q: 3 clusters Score -2.125757e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -21257554.000000 Penalty: 5938.782715
	Iteration 18Q: 3 clusters Score -2.125755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -21257558.000000 Penalty: 5938.782715
	Iteration 19Q: 3 clusters Score -2.125756e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 155532 members 
Entering Unmasked Estep 
Score: -21257596.000000 Penalty: 5938.782715
	Iteration 20F: 3 clusters Score -2.12576e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 155586 members 
Entering Unmasked Estep 
Score: -21257610.000000 Penalty: 5938.782715
	Iteration 21Q: 3 clusters Score -2.125761e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 155622 members 
Entering Unmasked Estep 
Score: -21257612.000000 Penalty: 5938.782715
	Iteration 22Q: 3 clusters Score -2.125761e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -21257638.000000 Penalty: 5938.782715
	Iteration 23Q: 3 clusters Score -2.125764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -21257658.000000 Penalty: 5938.782715
	Iteration 24Q: 3 clusters Score -2.125766e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 155727 members 
Entering Unmasked Estep 
Score: -21257706.000000 Penalty: 5938.782715
	Iteration 25Q: 3 clusters Score -2.125771e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -21257760.000000 Penalty: 5938.782715
	Iteration 26Q: 3 clusters Score -2.125776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -21257746.000000 Penalty: 5938.782715
	Iteration 27Q: 3 clusters Score -2.125775e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -21257756.000000 Penalty: 5938.782715
	Iteration 28Q: 3 clusters Score -2.125776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -21257750.000000 Penalty: 5938.782715
	Iteration 29Q: 3 clusters Score -2.125775e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -21257786.000000 Penalty: 5938.782715
	Iteration 30Q: 3 clusters Score -2.125779e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21257790.000000 Penalty: 5938.782715
	Iteration 31Q: 3 clusters Score -2.125779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -21257822.000000 Penalty: 5938.782715
	Iteration 32Q: 3 clusters Score -2.125782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -21257806.000000 Penalty: 5938.782715
	Iteration 33Q: 3 clusters Score -2.125781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -21257794.000000 Penalty: 5938.782715
	Iteration 34Q: 3 clusters Score -2.125779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -21257802.000000 Penalty: 5938.782715
	Iteration 35Q: 3 clusters Score -2.12578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 156023 members 
Entering Unmasked Estep 
Score: -21257808.000000 Penalty: 5938.782715
	Iteration 36Q: 3 clusters Score -2.125781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -21257794.000000 Penalty: 5938.782715
	Iteration 37Q: 3 clusters Score -2.125779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -21257810.000000 Penalty: 5938.782715
	Iteration 38Q: 3 clusters Score -2.125781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -21257814.000000 Penalty: 5938.782715
	Iteration 39Q: 3 clusters Score -2.125781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -21257788.000000 Penalty: 5938.782715
	Iteration 40F: 3 clusters Score -2.125779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -21257798.000000 Penalty: 5938.782715
	Iteration 41Q: 3 clusters Score -2.12578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -21257818.000000 Penalty: 5938.782715
	Iteration 42Q: 3 clusters Score -2.125782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 156031 members 
Entering Unmasked Estep 
Score: -21257812.000000 Penalty: 5938.782715
	Iteration 43Q: 3 clusters Score -2.125781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -21257816.000000 Penalty: 5938.782715
	Iteration 44Q: 3 clusters Score -2.125782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -21257820.000000 Penalty: 5938.782715
	Iteration 45Q: 3 clusters Score -2.125782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -21257808.000000 Penalty: 5938.782715
	Iteration 46Q: 3 clusters Score -2.125781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -21257810.000000 Penalty: 5938.782715
	Iteration 47Q: 3 clusters Score -2.125781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -21257810.000000 Penalty: 5938.782715
	Iteration 48F: 3 clusters Score -2.125781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 142450 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Entering Unmasked Estep 
Score: -180969328.000000 Penalty: 70210.812500
Splitting cluster 10 changes total score from -180969280.000000 to -180969328.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -411249.156250 Penalty: 2007.935181
	Iteration 0F: 2 clusters Score -411249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408149.718750 Penalty: 4015.870361
	Iteration 0F: 3 clusters Score -408149.7 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -410339.718750 Penalty: 4015.870361
	Iteration 1F: 3 clusters Score -410339.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -411545.281250 Penalty: 4015.870361
	Iteration 2F: 3 clusters Score -411545.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -412433.406250 Penalty: 4015.870361
	Iteration 3F: 3 clusters Score -412433.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -413004.781250 Penalty: 4015.870361
	Iteration 4Q: 3 clusters Score -413004.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -413430.125000 Penalty: 4015.870361
	Iteration 5Q: 3 clusters Score -413430.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -413957.187500 Penalty: 4015.870361
	Iteration 6Q: 3 clusters Score -413957.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -414720.062500 Penalty: 4015.870361
	Iteration 7F: 3 clusters Score -414720.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -415829.281250 Penalty: 4015.870361
	Iteration 8F: 3 clusters Score -415829.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -416006.437500 Penalty: 4015.870361
	Iteration 9Q: 3 clusters Score -416006.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -416088.843750 Penalty: 4015.870361
	Iteration 10Q: 3 clusters Score -416088.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -416285.093750 Penalty: 4015.870361
	Iteration 11Q: 3 clusters Score -416285.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -416404.031250 Penalty: 4015.870361
	Iteration 12Q: 3 clusters Score -416404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -416417.187500 Penalty: 4015.870361
	Iteration 13Q: 3 clusters Score -416417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416420.031250 Penalty: 4015.870361
	Iteration 14Q: 3 clusters Score -416420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416423.468750 Penalty: 4015.870361
	Iteration 15F: 3 clusters Score -416423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -416424.906250 Penalty: 4015.870361
	Iteration 16Q: 3 clusters Score -416424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -416424.906250 Penalty: 4015.870361
	Iteration 17F: 3 clusters Score -416424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 142450 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 1994 members 
Entering Unmasked Estep 
Score: -180972736.000000 Penalty: 73721.351562
Splitting cluster 11 changes total score from -180969280.000000 to -180972736.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (142450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Entering Unmasked Estep 
Score: -18678318.000000 Penalty: 2942.952881
	Iteration 0F: 2 clusters Score -1.867832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -18586084.000000 Penalty: 5885.905762
	Iteration 0F: 3 clusters Score -1.858608e+07 nChanged 67910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -18628122.000000 Penalty: 5885.905762
	Iteration 1F: 3 clusters Score -1.862812e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -18633124.000000 Penalty: 5885.905762
	Iteration 2F: 3 clusters Score -1.863312e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -18640118.000000 Penalty: 5885.905762
	Iteration 3F: 3 clusters Score -1.864012e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -18647504.000000 Penalty: 5885.905762
	Iteration 4F: 3 clusters Score -1.86475e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -18654302.000000 Penalty: 5885.905762
	Iteration 5F: 3 clusters Score -1.86543e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -18660240.000000 Penalty: 5885.905762
	Iteration 6F: 3 clusters Score -1.866024e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 96441 members 
Entering Unmasked Estep 
Score: -18665102.000000 Penalty: 5885.905762
	Iteration 7F: 3 clusters Score -1.86651e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -18669478.000000 Penalty: 5885.905762
	Iteration 8Q: 3 clusters Score -1.866948e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -18673330.000000 Penalty: 5885.905762
	Iteration 9Q: 3 clusters Score -1.867333e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -18676598.000000 Penalty: 5885.905762
	Iteration 10Q: 3 clusters Score -1.86766e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -18678512.000000 Penalty: 5885.905762
	Iteration 11Q: 3 clusters Score -1.867851e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 107808 members 
Entering Unmasked Estep 
Score: -18679506.000000 Penalty: 5885.905762
	Iteration 12Q: 3 clusters Score -1.867951e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -18680128.000000 Penalty: 5885.905762
	Iteration 13Q: 3 clusters Score -1.868013e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -18680388.000000 Penalty: 5885.905762
	Iteration 14Q: 3 clusters Score -1.868039e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -18680672.000000 Penalty: 5885.905762
	Iteration 15Q: 3 clusters Score -1.868067e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -18680736.000000 Penalty: 5885.905762
	Iteration 16Q: 3 clusters Score -1.868074e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 112197 members 
Entering Unmasked Estep 
Score: -18680850.000000 Penalty: 5885.905762
	Iteration 17Q: 3 clusters Score -1.868085e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -18680992.000000 Penalty: 5885.905762
	Iteration 18Q: 3 clusters Score -1.868099e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 113320 members 
Entering Unmasked Estep 
Score: -18681080.000000 Penalty: 5885.905762
	Iteration 19Q: 3 clusters Score -1.868108e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -18681142.000000 Penalty: 5885.905762
	Iteration 20F: 3 clusters Score -1.868114e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -18681218.000000 Penalty: 5885.905762
	Iteration 21Q: 3 clusters Score -1.868122e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -18681250.000000 Penalty: 5885.905762
	Iteration 22Q: 3 clusters Score -1.868125e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -18681282.000000 Penalty: 5885.905762
	Iteration 23Q: 3 clusters Score -1.868128e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -18681344.000000 Penalty: 5885.905762
	Iteration 24Q: 3 clusters Score -1.868134e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 115904 members 
Entering Unmasked Estep 
Score: -18681318.000000 Penalty: 5885.905762
	Iteration 25Q: 3 clusters Score -1.868132e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 116245 members 
Entering Unmasked Estep 
Score: -18681370.000000 Penalty: 5885.905762
	Iteration 26Q: 3 clusters Score -1.868137e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -18681390.000000 Penalty: 5885.905762
	Iteration 27Q: 3 clusters Score -1.868139e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -18681388.000000 Penalty: 5885.905762
	Iteration 28Q: 3 clusters Score -1.868139e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -18681390.000000 Penalty: 5885.905762
	Iteration 29Q: 3 clusters Score -1.868139e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 117530 members 
Entering Unmasked Estep 
Score: -18681372.000000 Penalty: 5885.905762
	Iteration 30Q: 3 clusters Score -1.868137e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 117829 members 
Entering Unmasked Estep 
Score: -18681464.000000 Penalty: 5885.905762
	Iteration 31Q: 3 clusters Score -1.868146e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -18681468.000000 Penalty: 5885.905762
	Iteration 32Q: 3 clusters Score -1.868147e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -18681524.000000 Penalty: 5885.905762
	Iteration 33Q: 3 clusters Score -1.868152e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -18681470.000000 Penalty: 5885.905762
	Iteration 34Q: 3 clusters Score -1.868147e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 119041 members 
Entering Unmasked Estep 
Score: -18681528.000000 Penalty: 5885.905762
	Iteration 35Q: 3 clusters Score -1.868153e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -18681544.000000 Penalty: 5885.905762
	Iteration 36Q: 3 clusters Score -1.868154e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -18681622.000000 Penalty: 5885.905762
	Iteration 37Q: 3 clusters Score -1.868162e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -18681578.000000 Penalty: 5885.905762
	Iteration 38Q: 3 clusters Score -1.868158e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -18681586.000000 Penalty: 5885.905762
	Iteration 39Q: 3 clusters Score -1.868159e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -18681616.000000 Penalty: 5885.905762
	Iteration 40F: 3 clusters Score -1.868162e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 120746 members 
Entering Unmasked Estep 
Score: -18681706.000000 Penalty: 5885.905762
	Iteration 41Q: 3 clusters Score -1.868171e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -18681704.000000 Penalty: 5885.905762
	Iteration 42Q: 3 clusters Score -1.86817e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -18681766.000000 Penalty: 5885.905762
	Iteration 43Q: 3 clusters Score -1.868177e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
Score: -18681760.000000 Penalty: 5885.905762
	Iteration 44Q: 3 clusters Score -1.868176e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -18681854.000000 Penalty: 5885.905762
	Iteration 45Q: 3 clusters Score -1.868185e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -18681932.000000 Penalty: 5885.905762
	Iteration 46Q: 3 clusters Score -1.868193e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -18681962.000000 Penalty: 5885.905762
	Iteration 47Q: 3 clusters Score -1.868196e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -18682046.000000 Penalty: 5885.905762
	Iteration 48Q: 3 clusters Score -1.868205e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 123561 members 
Entering Unmasked Estep 
Score: -18682142.000000 Penalty: 5885.905762
	Iteration 49Q: 3 clusters Score -1.868214e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -18682216.000000 Penalty: 5885.905762
	Iteration 50Q: 3 clusters Score -1.868222e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -18682306.000000 Penalty: 5885.905762
	Iteration 51Q: 3 clusters Score -1.868231e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -18682382.000000 Penalty: 5885.905762
	Iteration 52Q: 3 clusters Score -1.868238e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -18682506.000000 Penalty: 5885.905762
	Iteration 53Q: 3 clusters Score -1.868251e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 126149 members 
Entering Unmasked Estep 
Score: -18682614.000000 Penalty: 5885.905762
	Iteration 54Q: 3 clusters Score -1.868261e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -18682668.000000 Penalty: 5885.905762
	Iteration 55Q: 3 clusters Score -1.868267e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -18682772.000000 Penalty: 5885.905762
	Iteration 56Q: 3 clusters Score -1.868277e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 127781 members 
Entering Unmasked Estep 
Score: -18682918.000000 Penalty: 5885.905762
	Iteration 57Q: 3 clusters Score -1.868292e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -18683132.000000 Penalty: 5885.905762
	Iteration 58Q: 3 clusters Score -1.868313e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -18683292.000000 Penalty: 5885.905762
	Iteration 59Q: 3 clusters Score -1.868329e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -18683374.000000 Penalty: 5885.905762
	Iteration 60F: 3 clusters Score -1.868337e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -18683482.000000 Penalty: 5885.905762
	Iteration 61Q: 3 clusters Score -1.868348e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -18683546.000000 Penalty: 5885.905762
	Iteration 62Q: 3 clusters Score -1.868355e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -18683634.000000 Penalty: 5885.905762
	Iteration 63Q: 3 clusters Score -1.868363e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -18683700.000000 Penalty: 5885.905762
	Iteration 64Q: 3 clusters Score -1.86837e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -18683754.000000 Penalty: 5885.905762
	Iteration 65Q: 3 clusters Score -1.868375e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -18683826.000000 Penalty: 5885.905762
	Iteration 66Q: 3 clusters Score -1.868383e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -18683852.000000 Penalty: 5885.905762
	Iteration 67Q: 3 clusters Score -1.868385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -18683880.000000 Penalty: 5885.905762
	Iteration 68Q: 3 clusters Score -1.868388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -18683876.000000 Penalty: 5885.905762
	Iteration 69Q: 3 clusters Score -1.868388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 131207 members 
Entering Unmasked Estep 
Score: -18683856.000000 Penalty: 5885.905762
	Iteration 70Q: 3 clusters Score -1.868386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -18683842.000000 Penalty: 5885.905762
	Iteration 71Q: 3 clusters Score -1.868384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -18683822.000000 Penalty: 5885.905762
	Iteration 72Q: 3 clusters Score -1.868382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -18683814.000000 Penalty: 5885.905762
	Iteration 73Q: 3 clusters Score -1.868381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 131301 members 
Entering Unmasked Estep 
Score: -18683828.000000 Penalty: 5885.905762
	Iteration 74Q: 3 clusters Score -1.868383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -18683836.000000 Penalty: 5885.905762
	Iteration 75Q: 3 clusters Score -1.868384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -18683816.000000 Penalty: 5885.905762
	Iteration 76Q: 3 clusters Score -1.868382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -18683818.000000 Penalty: 5885.905762
	Iteration 77Q: 3 clusters Score -1.868382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 131326 members 
Entering Unmasked Estep 
Score: -18683824.000000 Penalty: 5885.905762
	Iteration 78Q: 3 clusters Score -1.868382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 131328 members 
Entering Unmasked Estep 
Score: -18683822.000000 Penalty: 5885.905762
	Iteration 79Q: 3 clusters Score -1.868382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 131328 members 
Entering Unmasked Estep 
Score: -18683828.000000 Penalty: 5885.905762
	Iteration 80F: 3 clusters Score -1.868383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 131328 members 
Entering Unmasked Estep 
Score: -180977360.000000 Penalty: 77231.890625
Splitting cluster 12 changes total score from -180969280.000000 to -180977360.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (17419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Entering Unmasked Estep 
Score: -2081038.500000 Penalty: 2421.798584
	Iteration 0F: 2 clusters Score -2081038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2068719.750000 Penalty: 4843.597168
	Iteration 0F: 3 clusters Score -2068720 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2073879.000000 Penalty: 4843.597168
	Iteration 1F: 3 clusters Score -2073879 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2075987.250000 Penalty: 4843.597168
	Iteration 2F: 3 clusters Score -2075987 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2078715.375000 Penalty: 4843.597168
	Iteration 3F: 3 clusters Score -2078715 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2080893.625000 Penalty: 4843.597168
	Iteration 4F: 3 clusters Score -2080894 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2081996.375000 Penalty: 4843.597168
	Iteration 5F: 3 clusters Score -2081996 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2082558.875000 Penalty: 4843.597168
	Iteration 6Q: 3 clusters Score -2082559 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2082875.500000 Penalty: 4843.597168
	Iteration 7Q: 3 clusters Score -2082876 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2083068.625000 Penalty: 4843.597168
	Iteration 8Q: 3 clusters Score -2083069 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2083192.000000 Penalty: 4843.597168
	Iteration 9Q: 3 clusters Score -2083192 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2083268.000000 Penalty: 4843.597168
	Iteration 10Q: 3 clusters Score -2083268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2083328.500000 Penalty: 4843.597168
	Iteration 11Q: 3 clusters Score -2083328 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2083390.000000 Penalty: 4843.597168
	Iteration 12Q: 3 clusters Score -2083390 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2083448.875000 Penalty: 4843.597168
	Iteration 13Q: 3 clusters Score -2083449 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2083506.125000 Penalty: 4843.597168
	Iteration 14Q: 3 clusters Score -2083506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2083555.625000 Penalty: 4843.597168
	Iteration 15Q: 3 clusters Score -2083556 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2083603.750000 Penalty: 4843.597168
	Iteration 16Q: 3 clusters Score -2083604 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2083681.375000 Penalty: 4843.597168
	Iteration 17Q: 3 clusters Score -2083681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2083750.875000 Penalty: 4843.597168
	Iteration 18Q: 3 clusters Score -2083751 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2083859.375000 Penalty: 4843.597168
	Iteration 19Q: 3 clusters Score -2083859 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2083963.875000 Penalty: 4843.597168
	Iteration 20F: 3 clusters Score -2083964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2084082.250000 Penalty: 4843.597168
	Iteration 21Q: 3 clusters Score -2084082 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2084195.500000 Penalty: 4843.597168
	Iteration 22Q: 3 clusters Score -2084196 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2084298.875000 Penalty: 4843.597168
	Iteration 23Q: 3 clusters Score -2084299 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2084391.625000 Penalty: 4843.597168
	Iteration 24Q: 3 clusters Score -2084392 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2084469.750000 Penalty: 4843.597168
	Iteration 25Q: 3 clusters Score -2084470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2084544.875000 Penalty: 4843.597168
	Iteration 26Q: 3 clusters Score -2084545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2084621.000000 Penalty: 4843.597168
	Iteration 27Q: 3 clusters Score -2084621 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2084690.750000 Penalty: 4843.597168
	Iteration 28Q: 3 clusters Score -2084691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2084737.625000 Penalty: 4843.597168
	Iteration 29Q: 3 clusters Score -2084738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2084795.250000 Penalty: 4843.597168
	Iteration 30Q: 3 clusters Score -2084795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2084853.250000 Penalty: 4843.597168
	Iteration 31Q: 3 clusters Score -2084853 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2084918.750000 Penalty: 4843.597168
	Iteration 32Q: 3 clusters Score -2084919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2084983.125000 Penalty: 4843.597168
	Iteration 33Q: 3 clusters Score -2084983 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2085033.625000 Penalty: 4843.597168
	Iteration 34Q: 3 clusters Score -2085034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2085070.375000 Penalty: 4843.597168
	Iteration 35Q: 3 clusters Score -2085070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2085104.125000 Penalty: 4843.597168
	Iteration 36Q: 3 clusters Score -2085104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2085137.375000 Penalty: 4843.597168
	Iteration 37Q: 3 clusters Score -2085137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2085166.750000 Penalty: 4843.597168
	Iteration 38Q: 3 clusters Score -2085167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2085187.750000 Penalty: 4843.597168
	Iteration 39Q: 3 clusters Score -2085188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2085210.625000 Penalty: 4843.597168
	Iteration 40F: 3 clusters Score -2085211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2085221.625000 Penalty: 4843.597168
	Iteration 41Q: 3 clusters Score -2085222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2085233.750000 Penalty: 4843.597168
	Iteration 42Q: 3 clusters Score -2085234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2085245.125000 Penalty: 4843.597168
	Iteration 43Q: 3 clusters Score -2085245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2085245.000000 Penalty: 4843.597168
	Iteration 44Q: 3 clusters Score -2085245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2085251.875000 Penalty: 4843.597168
	Iteration 45Q: 3 clusters Score -2085252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2085260.000000 Penalty: 4843.597168
	Iteration 46Q: 3 clusters Score -2085260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2085259.625000 Penalty: 4843.597168
	Iteration 47Q: 3 clusters Score -2085260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2085257.750000 Penalty: 4843.597168
	Iteration 48Q: 3 clusters Score -2085258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2085261.375000 Penalty: 4843.597168
	Iteration 49Q: 3 clusters Score -2085261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2085259.250000 Penalty: 4843.597168
	Iteration 50Q: 3 clusters Score -2085259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2085262.000000 Penalty: 4843.597168
	Iteration 51Q: 3 clusters Score -2085262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2085259.500000 Penalty: 4843.597168
	Iteration 52Q: 3 clusters Score -2085260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2085258.125000 Penalty: 4843.597168
	Iteration 53Q: 3 clusters Score -2085258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2085261.000000 Penalty: 4843.597168
	Iteration 54Q: 3 clusters Score -2085261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2085260.875000 Penalty: 4843.597168
	Iteration 55Q: 3 clusters Score -2085261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2085263.125000 Penalty: 4843.597168
	Iteration 56Q: 3 clusters Score -2085263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2085264.125000 Penalty: 4843.597168
	Iteration 57Q: 3 clusters Score -2085264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2085262.875000 Penalty: 4843.597168
	Iteration 58Q: 3 clusters Score -2085263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2085263.625000 Penalty: 4843.597168
	Iteration 59Q: 3 clusters Score -2085264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2085265.375000 Penalty: 4843.597168
	Iteration 60F: 3 clusters Score -2085265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 131328 members 
Mstep: Class 23 contains 12275 members 
Entering Unmasked Estep 
Score: -180981776.000000 Penalty: 80742.429688
Splitting cluster 13 changes total score from -180969280.000000 to -180981776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (176524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176524 members 
Entering Unmasked Estep 
Score: -23520562.000000 Penalty: 2996.140625
	Iteration 0F: 2 clusters Score -2.352056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -23411674.000000 Penalty: 5992.281250
	Iteration 0F: 3 clusters Score -2.341167e+07 nChanged 84701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -23460794.000000 Penalty: 5992.281250
	Iteration 1F: 3 clusters Score -2.346079e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -23461836.000000 Penalty: 5992.281250
	Iteration 2Q: 3 clusters Score -2.346184e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -23462872.000000 Penalty: 5992.281250
	Iteration 3Q: 3 clusters Score -2.346287e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -23464138.000000 Penalty: 5992.281250
	Iteration 4Q: 3 clusters Score -2.346414e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -23466148.000000 Penalty: 5992.281250
	Iteration 5Q: 3 clusters Score -2.346615e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -23469334.000000 Penalty: 5992.281250
	Iteration 6Q: 3 clusters Score -2.346933e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
Score: -23473954.000000 Penalty: 5992.281250
	Iteration 7F: 3 clusters Score -2.347395e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 116069 members 
Entering Unmasked Estep 
Score: -23481140.000000 Penalty: 5992.281250
	Iteration 8F: 3 clusters Score -2.348114e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -23490876.000000 Penalty: 5992.281250
	Iteration 9F: 3 clusters Score -2.349088e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 131738 members 
Entering Unmasked Estep 
Score: -23500026.000000 Penalty: 5992.281250
	Iteration 10F: 3 clusters Score -2.350003e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
Score: -23505490.000000 Penalty: 5992.281250
	Iteration 11Q: 3 clusters Score -2.350549e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 140371 members 
Entering Unmasked Estep 
Score: -23507832.000000 Penalty: 5992.281250
	Iteration 12Q: 3 clusters Score -2.350783e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -23509038.000000 Penalty: 5992.281250
	Iteration 13Q: 3 clusters Score -2.350904e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -23510090.000000 Penalty: 5992.281250
	Iteration 14Q: 3 clusters Score -2.351009e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -23511148.000000 Penalty: 5992.281250
	Iteration 15Q: 3 clusters Score -2.351115e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -23512024.000000 Penalty: 5992.281250
	Iteration 16Q: 3 clusters Score -2.351202e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -23512614.000000 Penalty: 5992.281250
	Iteration 17Q: 3 clusters Score -2.351261e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -23513406.000000 Penalty: 5992.281250
	Iteration 18Q: 3 clusters Score -2.351341e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -23513912.000000 Penalty: 5992.281250
	Iteration 19Q: 3 clusters Score -2.351391e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -23514498.000000 Penalty: 5992.281250
	Iteration 20F: 3 clusters Score -2.35145e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -23514906.000000 Penalty: 5992.281250
	Iteration 21Q: 3 clusters Score -2.351491e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -23515294.000000 Penalty: 5992.281250
	Iteration 22Q: 3 clusters Score -2.351529e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -23515760.000000 Penalty: 5992.281250
	Iteration 23Q: 3 clusters Score -2.351576e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 167832 members 
Entering Unmasked Estep 
Score: -23516260.000000 Penalty: 5992.281250
	Iteration 24Q: 3 clusters Score -2.351626e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -23516552.000000 Penalty: 5992.281250
	Iteration 25Q: 3 clusters Score -2.351655e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -23516856.000000 Penalty: 5992.281250
	Iteration 26Q: 3 clusters Score -2.351686e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 170472 members 
Entering Unmasked Estep 
Score: -23517102.000000 Penalty: 5992.281250
	Iteration 27Q: 3 clusters Score -2.35171e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -23517230.000000 Penalty: 5992.281250
	Iteration 28Q: 3 clusters Score -2.351723e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -23517418.000000 Penalty: 5992.281250
	Iteration 29Q: 3 clusters Score -2.351742e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -23517546.000000 Penalty: 5992.281250
	Iteration 30Q: 3 clusters Score -2.351755e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -23517720.000000 Penalty: 5992.281250
	Iteration 31Q: 3 clusters Score -2.351772e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 172991 members 
Entering Unmasked Estep 
Score: -23517808.000000 Penalty: 5992.281250
	Iteration 32Q: 3 clusters Score -2.351781e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 173328 members 
Entering Unmasked Estep 
Score: -23517856.000000 Penalty: 5992.281250
	Iteration 33Q: 3 clusters Score -2.351786e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -23517918.000000 Penalty: 5992.281250
	Iteration 34Q: 3 clusters Score -2.351792e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 173857 members 
Entering Unmasked Estep 
Score: -23518006.000000 Penalty: 5992.281250
	Iteration 35Q: 3 clusters Score -2.351801e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -23518028.000000 Penalty: 5992.281250
	Iteration 36Q: 3 clusters Score -2.351803e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 174234 members 
Entering Unmasked Estep 
Score: -23518050.000000 Penalty: 5992.281250
	Iteration 37Q: 3 clusters Score -2.351805e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -23518044.000000 Penalty: 5992.281250
	Iteration 38Q: 3 clusters Score -2.351804e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -23518080.000000 Penalty: 5992.281250
	Iteration 39Q: 3 clusters Score -2.351808e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -23518100.000000 Penalty: 5992.281250
	Iteration 40F: 3 clusters Score -2.35181e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -23518152.000000 Penalty: 5992.281250
	Iteration 41Q: 3 clusters Score -2.351815e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -23518188.000000 Penalty: 5992.281250
	Iteration 42Q: 3 clusters Score -2.351819e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -23518176.000000 Penalty: 5992.281250
	Iteration 43Q: 3 clusters Score -2.351818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -23518176.000000 Penalty: 5992.281250
	Iteration 44Q: 3 clusters Score -2.351818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -23518174.000000 Penalty: 5992.281250
	Iteration 45Q: 3 clusters Score -2.351817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -23518186.000000 Penalty: 5992.281250
	Iteration 46Q: 3 clusters Score -2.351819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 175014 members 
Entering Unmasked Estep 
Score: -23518206.000000 Penalty: 5992.281250
	Iteration 47Q: 3 clusters Score -2.351821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -23518198.000000 Penalty: 5992.281250
	Iteration 48Q: 3 clusters Score -2.35182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -23518234.000000 Penalty: 5992.281250
	Iteration 49Q: 3 clusters Score -2.351823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -23518200.000000 Penalty: 5992.281250
	Iteration 50Q: 3 clusters Score -2.35182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -23518220.000000 Penalty: 5992.281250
	Iteration 51Q: 3 clusters Score -2.351822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 175161 members 
Entering Unmasked Estep 
Score: -23518206.000000 Penalty: 5992.281250
	Iteration 52Q: 3 clusters Score -2.351821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -23518234.000000 Penalty: 5992.281250
	Iteration 53Q: 3 clusters Score -2.351823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 175206 members 
Entering Unmasked Estep 
Score: -23518264.000000 Penalty: 5992.281250
	Iteration 54Q: 3 clusters Score -2.351826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -23518258.000000 Penalty: 5992.281250
	Iteration 55Q: 3 clusters Score -2.351826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -23518256.000000 Penalty: 5992.281250
	Iteration 56Q: 3 clusters Score -2.351826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 175251 members 
Entering Unmasked Estep 
Score: -23518272.000000 Penalty: 5992.281250
	Iteration 57Q: 3 clusters Score -2.351827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -23518278.000000 Penalty: 5992.281250
	Iteration 58Q: 3 clusters Score -2.351828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -23518270.000000 Penalty: 5992.281250
	Iteration 59Q: 3 clusters Score -2.351827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 175283 members 
Entering Unmasked Estep 
Score: -23518290.000000 Penalty: 5992.281250
	Iteration 60F: 3 clusters Score -2.351829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -23518308.000000 Penalty: 5992.281250
	Iteration 61Q: 3 clusters Score -2.351831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -23518300.000000 Penalty: 5992.281250
	Iteration 62Q: 3 clusters Score -2.35183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 175290 members 
Entering Unmasked Estep 
Score: -23518302.000000 Penalty: 5992.281250
	Iteration 63Q: 3 clusters Score -2.35183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -23518312.000000 Penalty: 5992.281250
	Iteration 64Q: 3 clusters Score -2.351831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -23518304.000000 Penalty: 5992.281250
	Iteration 65Q: 3 clusters Score -2.35183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -23518322.000000 Penalty: 5992.281250
	Iteration 66Q: 3 clusters Score -2.351832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -23518312.000000 Penalty: 5992.281250
	Iteration 67Q: 3 clusters Score -2.351831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 175317 members 
Entering Unmasked Estep 
Score: -23518308.000000 Penalty: 5992.281250
	Iteration 68Q: 3 clusters Score -2.351831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 69Q: 3 clusters Score -2.351831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 175324 members 
Entering Unmasked Estep 
Score: -23518300.000000 Penalty: 5992.281250
	Iteration 70Q: 3 clusters Score -2.35183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -23518318.000000 Penalty: 5992.281250
	Iteration 71Q: 3 clusters Score -2.351832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 175327 members 
Entering Unmasked Estep 
Score: -23518312.000000 Penalty: 5992.281250
	Iteration 72Q: 3 clusters Score -2.351831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -23518316.000000 Penalty: 5992.281250
	Iteration 73Q: 3 clusters Score -2.351832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 175329 members 
Entering Unmasked Estep 
Score: -23518304.000000 Penalty: 5992.281250
	Iteration 74Q: 3 clusters Score -2.35183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -23518304.000000 Penalty: 5992.281250
	Iteration 75Q: 3 clusters Score -2.35183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -23518316.000000 Penalty: 5992.281250
	Iteration 76Q: 3 clusters Score -2.351832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 175335 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 77Q: 3 clusters Score -2.351831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -23518302.000000 Penalty: 5992.281250
	Iteration 78Q: 3 clusters Score -2.35183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 79Q: 3 clusters Score -2.351831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -23518310.000000 Penalty: 5992.281250
	Iteration 80F: 3 clusters Score -2.351831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 81Q: 3 clusters Score -2.351831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -23518290.000000 Penalty: 5992.281250
	Iteration 82Q: 3 clusters Score -2.351829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 83Q: 3 clusters Score -2.351831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -23518306.000000 Penalty: 5992.281250
	Iteration 84F: 3 clusters Score -2.351831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Entering Unmasked Estep 
Score: -18151980.000000 Penalty: 2937.514404
	Iteration 0F: 2 clusters Score -1.815198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -18059408.000000 Penalty: 5875.028809
	Iteration 0F: 3 clusters Score -1.805941e+07 nChanged 66347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -18098600.000000 Penalty: 5875.028809
	Iteration 1F: 3 clusters Score -1.80986e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -18099972.000000 Penalty: 5875.028809
	Iteration 2Q: 3 clusters Score -1.809997e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -18102018.000000 Penalty: 5875.028809
	Iteration 3Q: 3 clusters Score -1.810202e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -18105306.000000 Penalty: 5875.028809
	Iteration 4Q: 3 clusters Score -1.810531e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -18110426.000000 Penalty: 5875.028809
	Iteration 5F: 3 clusters Score -1.811043e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -18117008.000000 Penalty: 5875.028809
	Iteration 6F: 3 clusters Score -1.811701e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -18124410.000000 Penalty: 5875.028809
	Iteration 7F: 3 clusters Score -1.812441e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -18130428.000000 Penalty: 5875.028809
	Iteration 8F: 3 clusters Score -1.813043e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -18133882.000000 Penalty: 5875.028809
	Iteration 9F: 3 clusters Score -1.813388e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -18136066.000000 Penalty: 5875.028809
	Iteration 10Q: 3 clusters Score -1.813607e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -18137338.000000 Penalty: 5875.028809
	Iteration 11Q: 3 clusters Score -1.813734e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -18137952.000000 Penalty: 5875.028809
	Iteration 12Q: 3 clusters Score -1.813795e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -18138668.000000 Penalty: 5875.028809
	Iteration 13Q: 3 clusters Score -1.813867e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -18138990.000000 Penalty: 5875.028809
	Iteration 14Q: 3 clusters Score -1.813899e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -18139296.000000 Penalty: 5875.028809
	Iteration 15Q: 3 clusters Score -1.81393e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -18139656.000000 Penalty: 5875.028809
	Iteration 16Q: 3 clusters Score -1.813966e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -18139988.000000 Penalty: 5875.028809
	Iteration 17Q: 3 clusters Score -1.813999e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -18140408.000000 Penalty: 5875.028809
	Iteration 18Q: 3 clusters Score -1.814041e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -18140930.000000 Penalty: 5875.028809
	Iteration 19Q: 3 clusters Score -1.814093e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113482 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -18141540.000000 Penalty: 5875.028809
	Iteration 20F: 3 clusters Score -1.814154e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115726 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -18141974.000000 Penalty: 5875.028809
	Iteration 21Q: 3 clusters Score -1.814197e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -18142622.000000 Penalty: 5875.028809
	Iteration 22Q: 3 clusters Score -1.814262e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -18143294.000000 Penalty: 5875.028809
	Iteration 23Q: 3 clusters Score -1.814329e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -18143976.000000 Penalty: 5875.028809
	Iteration 24Q: 3 clusters Score -1.814398e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -18144812.000000 Penalty: 5875.028809
	Iteration 25Q: 3 clusters Score -1.814481e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -18145532.000000 Penalty: 5875.028809
	Iteration 26Q: 3 clusters Score -1.814553e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -18146230.000000 Penalty: 5875.028809
	Iteration 27Q: 3 clusters Score -1.814623e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -18146812.000000 Penalty: 5875.028809
	Iteration 28Q: 3 clusters Score -1.814681e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -18147334.000000 Penalty: 5875.028809
	Iteration 29Q: 3 clusters Score -1.814733e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -18147830.000000 Penalty: 5875.028809
	Iteration 30Q: 3 clusters Score -1.814783e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133898 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18148360.000000 Penalty: 5875.028809
	Iteration 31Q: 3 clusters Score -1.814836e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134811 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -18148684.000000 Penalty: 5875.028809
	Iteration 32Q: 3 clusters Score -1.814868e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -18148890.000000 Penalty: 5875.028809
	Iteration 33Q: 3 clusters Score -1.814889e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -18149158.000000 Penalty: 5875.028809
	Iteration 34Q: 3 clusters Score -1.814916e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -18149210.000000 Penalty: 5875.028809
	Iteration 35Q: 3 clusters Score -1.814921e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18149358.000000 Penalty: 5875.028809
	Iteration 36Q: 3 clusters Score -1.814936e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137165 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18149464.000000 Penalty: 5875.028809
	Iteration 37Q: 3 clusters Score -1.814946e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -18149504.000000 Penalty: 5875.028809
	Iteration 38Q: 3 clusters Score -1.81495e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137489 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18149590.000000 Penalty: 5875.028809
	Iteration 39Q: 3 clusters Score -1.814959e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137597 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -18149640.000000 Penalty: 5875.028809
	Iteration 40F: 3 clusters Score -1.814964e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -18149690.000000 Penalty: 5875.028809
	Iteration 41Q: 3 clusters Score -1.814969e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18149700.000000 Penalty: 5875.028809
	Iteration 42Q: 3 clusters Score -1.81497e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137842 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -18149732.000000 Penalty: 5875.028809
	Iteration 43Q: 3 clusters Score -1.814973e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -18149762.000000 Penalty: 5875.028809
	Iteration 44Q: 3 clusters Score -1.814976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18149776.000000 Penalty: 5875.028809
	Iteration 45Q: 3 clusters Score -1.814978e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -18149798.000000 Penalty: 5875.028809
	Iteration 46Q: 3 clusters Score -1.81498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -18149782.000000 Penalty: 5875.028809
	Iteration 47Q: 3 clusters Score -1.814978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18149796.000000 Penalty: 5875.028809
	Iteration 48Q: 3 clusters Score -1.81498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138012 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18149770.000000 Penalty: 5875.028809
	Iteration 49Q: 3 clusters Score -1.814977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138032 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18149810.000000 Penalty: 5875.028809
	Iteration 50Q: 3 clusters Score -1.814981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18149814.000000 Penalty: 5875.028809
	Iteration 51Q: 3 clusters Score -1.814981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18149808.000000 Penalty: 5875.028809
	Iteration 52Q: 3 clusters Score -1.814981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18149808.000000 Penalty: 5875.028809
	Iteration 53Q: 3 clusters Score -1.814981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18149810.000000 Penalty: 5875.028809
	Iteration 54Q: 3 clusters Score -1.814981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138088 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -18149804.000000 Penalty: 5875.028809
	Iteration 55Q: 3 clusters Score -1.81498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138090 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -18149832.000000 Penalty: 5875.028809
	Iteration 56Q: 3 clusters Score -1.814983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138104 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -18149820.000000 Penalty: 5875.028809
	Iteration 57Q: 3 clusters Score -1.814982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18149824.000000 Penalty: 5875.028809
	Iteration 58Q: 3 clusters Score -1.814982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18149832.000000 Penalty: 5875.028809
	Iteration 59Q: 3 clusters Score -1.814983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18149850.000000 Penalty: 5875.028809
	Iteration 60F: 3 clusters Score -1.814985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18149854.000000 Penalty: 5875.028809
	Iteration 61Q: 3 clusters Score -1.814985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -18149866.000000 Penalty: 5875.028809
	Iteration 62Q: 3 clusters Score -1.814987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138165 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18149872.000000 Penalty: 5875.028809
	Iteration 63Q: 3 clusters Score -1.814987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138173 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18149872.000000 Penalty: 5875.028809
	Iteration 64Q: 3 clusters Score -1.814987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18149860.000000 Penalty: 5875.028809
	Iteration 65Q: 3 clusters Score -1.814986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -18149870.000000 Penalty: 5875.028809
	Iteration 66Q: 3 clusters Score -1.814987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -18149862.000000 Penalty: 5875.028809
	Iteration 67Q: 3 clusters Score -1.814986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18149872.000000 Penalty: 5875.028809
	Iteration 68Q: 3 clusters Score -1.814987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18149878.000000 Penalty: 5875.028809
	Iteration 69Q: 3 clusters Score -1.814988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -18149886.000000 Penalty: 5875.028809
	Iteration 70Q: 3 clusters Score -1.814989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -18149876.000000 Penalty: 5875.028809
	Iteration 71Q: 3 clusters Score -1.814988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -18149882.000000 Penalty: 5875.028809
	Iteration 72Q: 3 clusters Score -1.814988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18149886.000000 Penalty: 5875.028809
	Iteration 73Q: 3 clusters Score -1.814989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -18149888.000000 Penalty: 5875.028809
	Iteration 74Q: 3 clusters Score -1.814989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18149902.000000 Penalty: 5875.028809
	Iteration 75Q: 3 clusters Score -1.81499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18149886.000000 Penalty: 5875.028809
	Iteration 76Q: 3 clusters Score -1.814989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18149876.000000 Penalty: 5875.028809
	Iteration 77Q: 3 clusters Score -1.814988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18149892.000000 Penalty: 5875.028809
	Iteration 78Q: 3 clusters Score -1.814989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18149896.000000 Penalty: 5875.028809
	Iteration 79Q: 3 clusters Score -1.81499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18149900.000000 Penalty: 5875.028809
	Iteration 80F: 3 clusters Score -1.81499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18149902.000000 Penalty: 5875.028809
	Iteration 81Q: 3 clusters Score -1.81499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18149908.000000 Penalty: 5875.028809
	Iteration 82Q: 3 clusters Score -1.814991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18149924.000000 Penalty: 5875.028809
	Iteration 83Q: 3 clusters Score -1.814992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18149926.000000 Penalty: 5875.028809
	Iteration 84Q: 3 clusters Score -1.814993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18149920.000000 Penalty: 5875.028809
	Iteration 85Q: 3 clusters Score -1.814992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18149920.000000 Penalty: 5875.028809
	Iteration 86F: 3 clusters Score -1.814992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (116172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Entering Unmasked Estep 
Score: -15635459.000000 Penalty: 2892.381104
	Iteration 0F: 2 clusters Score -1.563546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -15557574.000000 Penalty: 5784.762207
	Iteration 0F: 3 clusters Score -1.555757e+07 nChanged 55205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -15589400.000000 Penalty: 5784.762207
	Iteration 1F: 3 clusters Score -1.55894e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -15590272.000000 Penalty: 5784.762207
	Iteration 2Q: 3 clusters Score -1.559027e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -15591489.000000 Penalty: 5784.762207
	Iteration 3Q: 3 clusters Score -1.559149e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -15593120.000000 Penalty: 5784.762207
	Iteration 4Q: 3 clusters Score -1.559312e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -15595621.000000 Penalty: 5784.762207
	Iteration 5Q: 3 clusters Score -1.559562e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -15599473.000000 Penalty: 5784.762207
	Iteration 6F: 3 clusters Score -1.559947e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -15605166.000000 Penalty: 5784.762207
	Iteration 7F: 3 clusters Score -1.560517e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -15612231.000000 Penalty: 5784.762207
	Iteration 8F: 3 clusters Score -1.561223e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -15619649.000000 Penalty: 5784.762207
	Iteration 9F: 3 clusters Score -1.561965e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -15625854.000000 Penalty: 5784.762207
	Iteration 10F: 3 clusters Score -1.562585e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -15629666.000000 Penalty: 5784.762207
	Iteration 11Q: 3 clusters Score -1.562967e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15631533.000000 Penalty: 5784.762207
	Iteration 12Q: 3 clusters Score -1.563153e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -15632240.000000 Penalty: 5784.762207
	Iteration 13Q: 3 clusters Score -1.563224e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115547 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15632546.000000 Penalty: 5784.762207
	Iteration 14Q: 3 clusters Score -1.563255e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115680 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -15632695.000000 Penalty: 5784.762207
	Iteration 15Q: 3 clusters Score -1.56327e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -15632789.000000 Penalty: 5784.762207
	Iteration 16Q: 3 clusters Score -1.563279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115780 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15632846.000000 Penalty: 5784.762207
	Iteration 17Q: 3 clusters Score -1.563285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15632895.000000 Penalty: 5784.762207
	Iteration 18Q: 3 clusters Score -1.56329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15632903.000000 Penalty: 5784.762207
	Iteration 19Q: 3 clusters Score -1.56329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15632898.000000 Penalty: 5784.762207
	Iteration 20F: 3 clusters Score -1.56329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15632918.000000 Penalty: 5784.762207
	Iteration 21Q: 3 clusters Score -1.563292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15632911.000000 Penalty: 5784.762207
	Iteration 22Q: 3 clusters Score -1.563291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15632917.000000 Penalty: 5784.762207
	Iteration 23Q: 3 clusters Score -1.563292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15632907.000000 Penalty: 5784.762207
	Iteration 24Q: 3 clusters Score -1.563291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15632914.000000 Penalty: 5784.762207
	Iteration 25Q: 3 clusters Score -1.563291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15632920.000000 Penalty: 5784.762207
	Iteration 26Q: 3 clusters Score -1.563292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15632928.000000 Penalty: 5784.762207
	Iteration 27Q: 3 clusters Score -1.563293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -15632927.000000 Penalty: 5784.762207
	Iteration 28Q: 3 clusters Score -1.563293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15632945.000000 Penalty: 5784.762207
	Iteration 29Q: 3 clusters Score -1.563294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15632954.000000 Penalty: 5784.762207
	Iteration 30Q: 3 clusters Score -1.563295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15632955.000000 Penalty: 5784.762207
	Iteration 31Q: 3 clusters Score -1.563296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15632958.000000 Penalty: 5784.762207
	Iteration 32Q: 3 clusters Score -1.563296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15632958.000000 Penalty: 5784.762207
	Iteration 33F: 3 clusters Score -1.563296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -2044449.375000 Penalty: 2383.526611
	Iteration 0F: 2 clusters Score -2044449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2033551.375000 Penalty: 4767.053223
	Iteration 0F: 3 clusters Score -2033551 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2037016.750000 Penalty: 4767.053223
	Iteration 1F: 3 clusters Score -2037017 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2037339.500000 Penalty: 4767.053223
	Iteration 2F: 3 clusters Score -2037340 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2037598.750000 Penalty: 4767.053223
	Iteration 3Q: 3 clusters Score -2037599 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2037812.250000 Penalty: 4767.053223
	Iteration 4Q: 3 clusters Score -2037812 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2038014.875000 Penalty: 4767.053223
	Iteration 5Q: 3 clusters Score -2038015 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2038205.625000 Penalty: 4767.053223
	Iteration 6Q: 3 clusters Score -2038206 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2038428.500000 Penalty: 4767.053223
	Iteration 7Q: 3 clusters Score -2038428 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2038686.625000 Penalty: 4767.053223
	Iteration 8Q: 3 clusters Score -2038687 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2038953.875000 Penalty: 4767.053223
	Iteration 9Q: 3 clusters Score -2038954 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2039317.125000 Penalty: 4767.053223
	Iteration 10Q: 3 clusters Score -2039317 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2039828.750000 Penalty: 4767.053223
	Iteration 11Q: 3 clusters Score -2039829 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2040448.625000 Penalty: 4767.053223
	Iteration 12F: 3 clusters Score -2040449 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2041295.625000 Penalty: 4767.053223
	Iteration 13F: 3 clusters Score -2041296 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2042437.125000 Penalty: 4767.053223
	Iteration 14F: 3 clusters Score -2042437 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2043576.125000 Penalty: 4767.053223
	Iteration 15F: 3 clusters Score -2043576 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2044564.875000 Penalty: 4767.053223
	Iteration 16Q: 3 clusters Score -2044565 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2045354.875000 Penalty: 4767.053223
	Iteration 17Q: 3 clusters Score -2045355 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2045547.625000 Penalty: 4767.053223
	Iteration 18Q: 3 clusters Score -2045548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2045581.500000 Penalty: 4767.053223
	Iteration 19Q: 3 clusters Score -2045582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2045593.125000 Penalty: 4767.053223
	Iteration 20F: 3 clusters Score -2045593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2045591.000000 Penalty: 4767.053223
	Iteration 21Q: 3 clusters Score -2045591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2045591.625000 Penalty: 4767.053223
	Iteration 22Q: 3 clusters Score -2045592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2045597.250000 Penalty: 4767.053223
	Iteration 23Q: 3 clusters Score -2045597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2045596.500000 Penalty: 4767.053223
	Iteration 24Q: 3 clusters Score -2045596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2045596.125000 Penalty: 4767.053223
	Iteration 25Q: 3 clusters Score -2045596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2045598.750000 Penalty: 4767.053223
	Iteration 26Q: 3 clusters Score -2045599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2045598.375000 Penalty: 4767.053223
	Iteration 27Q: 3 clusters Score -2045598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2045598.375000 Penalty: 4767.053223
	Iteration 28F: 3 clusters Score -2045598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 131328 members 
Mstep: Class 23 contains 12275 members 
Mstep: Class 24 contains 4741 members 
Entering Unmasked Estep 
Score: -180981648.000000 Penalty: 84252.968750
Splitting cluster 19 changes total score from -180969280.000000 to -180981648.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (18535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Entering Unmasked Estep 
Score: -2190209.750000 Penalty: 2437.199219
	Iteration 0F: 2 clusters Score -2190210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2177143.000000 Penalty: 4874.398438
	Iteration 0F: 3 clusters Score -2177143 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2183124.500000 Penalty: 4874.398438
	Iteration 1F: 3 clusters Score -2183124 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2185640.750000 Penalty: 4874.398438
	Iteration 2F: 3 clusters Score -2185641 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2188115.250000 Penalty: 4874.398438
	Iteration 3F: 3 clusters Score -2188115 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2189856.500000 Penalty: 4874.398438
	Iteration 4F: 3 clusters Score -2189856 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2190683.500000 Penalty: 4874.398438
	Iteration 5F: 3 clusters Score -2190684 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2191061.250000 Penalty: 4874.398438
	Iteration 6Q: 3 clusters Score -2191061 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2191303.750000 Penalty: 4874.398438
	Iteration 7Q: 3 clusters Score -2191304 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2191496.500000 Penalty: 4874.398438
	Iteration 8Q: 3 clusters Score -2191496 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2191687.500000 Penalty: 4874.398438
	Iteration 9Q: 3 clusters Score -2191688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2191851.500000 Penalty: 4874.398438
	Iteration 10Q: 3 clusters Score -2191852 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2192028.500000 Penalty: 4874.398438
	Iteration 11Q: 3 clusters Score -2192028 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2192180.500000 Penalty: 4874.398438
	Iteration 12Q: 3 clusters Score -2192180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2192318.750000 Penalty: 4874.398438
	Iteration 13Q: 3 clusters Score -2192319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2192438.250000 Penalty: 4874.398438
	Iteration 14Q: 3 clusters Score -2192438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2192549.250000 Penalty: 4874.398438
	Iteration 15Q: 3 clusters Score -2192549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2192640.000000 Penalty: 4874.398438
	Iteration 16Q: 3 clusters Score -2192640 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2192726.000000 Penalty: 4874.398438
	Iteration 17Q: 3 clusters Score -2192726 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2192777.250000 Penalty: 4874.398438
	Iteration 18Q: 3 clusters Score -2192777 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2192829.250000 Penalty: 4874.398438
	Iteration 19Q: 3 clusters Score -2192829 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2192869.000000 Penalty: 4874.398438
	Iteration 20F: 3 clusters Score -2192869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2192909.500000 Penalty: 4874.398438
	Iteration 21Q: 3 clusters Score -2192910 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2192952.500000 Penalty: 4874.398438
	Iteration 22Q: 3 clusters Score -2192952 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2192993.000000 Penalty: 4874.398438
	Iteration 23Q: 3 clusters Score -2192993 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2193044.000000 Penalty: 4874.398438
	Iteration 24Q: 3 clusters Score -2193044 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2193085.250000 Penalty: 4874.398438
	Iteration 25Q: 3 clusters Score -2193085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2193123.500000 Penalty: 4874.398438
	Iteration 26Q: 3 clusters Score -2193124 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2193155.250000 Penalty: 4874.398438
	Iteration 27Q: 3 clusters Score -2193155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2193168.000000 Penalty: 4874.398438
	Iteration 28Q: 3 clusters Score -2193168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2193194.750000 Penalty: 4874.398438
	Iteration 29Q: 3 clusters Score -2193195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2193225.250000 Penalty: 4874.398438
	Iteration 30Q: 3 clusters Score -2193225 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2193241.750000 Penalty: 4874.398438
	Iteration 31Q: 3 clusters Score -2193242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2193250.000000 Penalty: 4874.398438
	Iteration 32Q: 3 clusters Score -2193250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2193263.750000 Penalty: 4874.398438
	Iteration 33Q: 3 clusters Score -2193264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2193279.750000 Penalty: 4874.398438
	Iteration 34Q: 3 clusters Score -2193280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2193292.500000 Penalty: 4874.398438
	Iteration 35Q: 3 clusters Score -2193292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2193307.500000 Penalty: 4874.398438
	Iteration 36Q: 3 clusters Score -2193308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2193316.500000 Penalty: 4874.398438
	Iteration 37Q: 3 clusters Score -2193316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2193324.750000 Penalty: 4874.398438
	Iteration 38Q: 3 clusters Score -2193325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2193330.750000 Penalty: 4874.398438
	Iteration 39Q: 3 clusters Score -2193331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2193336.500000 Penalty: 4874.398438
	Iteration 40F: 3 clusters Score -2193336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2193343.750000 Penalty: 4874.398438
	Iteration 41Q: 3 clusters Score -2193344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2193347.500000 Penalty: 4874.398438
	Iteration 42Q: 3 clusters Score -2193348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2193352.750000 Penalty: 4874.398438
	Iteration 43Q: 3 clusters Score -2193353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2193364.750000 Penalty: 4874.398438
	Iteration 44Q: 3 clusters Score -2193365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2193366.250000 Penalty: 4874.398438
	Iteration 45Q: 3 clusters Score -2193366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2193369.750000 Penalty: 4874.398438
	Iteration 46Q: 3 clusters Score -2193370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2193371.750000 Penalty: 4874.398438
	Iteration 47Q: 3 clusters Score -2193372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2193372.750000 Penalty: 4874.398438
	Iteration 48Q: 3 clusters Score -2193373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2193374.000000 Penalty: 4874.398438
	Iteration 49Q: 3 clusters Score -2193374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2193377.250000 Penalty: 4874.398438
	Iteration 50Q: 3 clusters Score -2193377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2193381.250000 Penalty: 4874.398438
	Iteration 51Q: 3 clusters Score -2193381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2193383.000000 Penalty: 4874.398438
	Iteration 52Q: 3 clusters Score -2193383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2193378.250000 Penalty: 4874.398438
	Iteration 53Q: 3 clusters Score -2193378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2193382.000000 Penalty: 4874.398438
	Iteration 54Q: 3 clusters Score -2193382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2193380.000000 Penalty: 4874.398438
	Iteration 55Q: 3 clusters Score -2193380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2193379.250000 Penalty: 4874.398438
	Iteration 56Q: 3 clusters Score -2193379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2193376.500000 Penalty: 4874.398438
	Iteration 57Q: 3 clusters Score -2193376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2193381.500000 Penalty: 4874.398438
	Iteration 58Q: 3 clusters Score -2193382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2193383.750000 Penalty: 4874.398438
	Iteration 59Q: 3 clusters Score -2193384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2193386.250000 Penalty: 4874.398438
	Iteration 60F: 3 clusters Score -2193386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2193385.250000 Penalty: 4874.398438
	Iteration 61Q: 3 clusters Score -2193385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2193382.750000 Penalty: 4874.398438
	Iteration 62Q: 3 clusters Score -2193383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2193386.500000 Penalty: 4874.398438
	Iteration 63Q: 3 clusters Score -2193386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2193385.500000 Penalty: 4874.398438
	Iteration 64Q: 3 clusters Score -2193386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2193384.250000 Penalty: 4874.398438
	Iteration 65Q: 3 clusters Score -2193384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2193384.000000 Penalty: 4874.398438
	Iteration 66Q: 3 clusters Score -2193384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2193385.500000 Penalty: 4874.398438
	Iteration 67Q: 3 clusters Score -2193386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2193386.750000 Penalty: 4874.398438
	Iteration 68Q: 3 clusters Score -2193387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2193386.000000 Penalty: 4874.398438
	Iteration 69Q: 3 clusters Score -2193386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2193386.000000 Penalty: 4874.398438
	Iteration 70F: 3 clusters Score -2193386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 156035 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 131328 members 
Mstep: Class 23 contains 12275 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 4194 members 
Entering Unmasked Estep 
Score: -180983552.000000 Penalty: 87763.507812
Splitting cluster 20 changes total score from -180969280.000000 to -180983552.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 70422 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 221974 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 15 contains 176524 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 18 contains 116172 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180996928.000000 Penalty: 87763.507812
Iteration 39Q: 26 clusters Score -1.809969e+08 nChanged 29430
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 22678 members 
Mstep: Class 3 contains 181340 members 
Mstep: Class 4 contains 72627 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 17647 members 
Mstep: Class 7 contains 222482 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 15447 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 40681 members 
Mstep: Class 15 contains 176262 members 
Mstep: Class 16 contains 139968 members 
Mstep: Class 17 contains 152687 members 
Mstep: Class 18 contains 119021 members 
Mstep: Class 19 contains 11915 members 
Mstep: Class 20 contains 14969 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 128883 members 
Mstep: Class 23 contains 11552 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181009200.000000 Penalty: 87763.507812
Iteration 40F: 26 clusters Score -1.810092e+08 nChanged 21975
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 22354 members 
Mstep: Class 3 contains 178537 members 
Mstep: Class 4 contains 73589 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 223017 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 40733 members 
Mstep: Class 15 contains 176029 members 
Mstep: Class 16 contains 139057 members 
Mstep: Class 17 contains 149650 members 
Mstep: Class 18 contains 121034 members 
Mstep: Class 19 contains 13908 members 
Mstep: Class 20 contains 15055 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 128377 members 
Mstep: Class 23 contains 12206 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181013120.000000 Penalty: 87763.507812
Iteration 41Q: 26 clusters Score -1.810131e+08 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 22168 members 
Mstep: Class 3 contains 175965 members 
Mstep: Class 4 contains 74708 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17371 members 
Mstep: Class 7 contains 223645 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 15126 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 40835 members 
Mstep: Class 15 contains 175786 members 
Mstep: Class 16 contains 138440 members 
Mstep: Class 17 contains 146648 members 
Mstep: Class 18 contains 123229 members 
Mstep: Class 19 contains 15995 members 
Mstep: Class 20 contains 15212 members 
Mstep: Class 21 contains 3786 members 
Mstep: Class 22 contains 127297 members 
Mstep: Class 23 contains 12608 members 
Mstep: Class 24 contains 4696 members 
Mstep: Class 25 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181015536.000000 Penalty: 87763.507812
Iteration 42Q: 26 clusters Score -1.810155e+08 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 22048 members 
Mstep: Class 3 contains 173764 members 
Mstep: Class 4 contains 75776 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 224159 members 
Mstep: Class 8 contains 5846 members 
Mstep: Class 9 contains 15060 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 6734 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 175617 members 
Mstep: Class 16 contains 137922 members 
Mstep: Class 17 contains 143820 members 
Mstep: Class 18 contains 125545 members 
Mstep: Class 19 contains 17906 members 
Mstep: Class 20 contains 15346 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 126051 members 
Mstep: Class 23 contains 12893 members 
Mstep: Class 24 contains 4829 members 
Mstep: Class 25 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181018064.000000 Penalty: 87763.507812
Iteration 43Q: 26 clusters Score -1.810181e+08 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 21953 members 
Mstep: Class 3 contains 171775 members 
Mstep: Class 4 contains 76806 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17222 members 
Mstep: Class 7 contains 224659 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 15006 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 41000 members 
Mstep: Class 15 contains 175552 members 
Mstep: Class 16 contains 137471 members 
Mstep: Class 17 contains 141058 members 
Mstep: Class 18 contains 127864 members 
Mstep: Class 19 contains 19707 members 
Mstep: Class 20 contains 15491 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 124778 members 
Mstep: Class 23 contains 13102 members 
Mstep: Class 24 contains 4942 members 
Mstep: Class 25 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181019264.000000 Penalty: 87763.507812
Iteration 44Q: 26 clusters Score -1.810193e+08 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 169997 members 
Mstep: Class 4 contains 77774 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17146 members 
Mstep: Class 7 contains 225106 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 6884 members 
Mstep: Class 14 contains 41051 members 
Mstep: Class 15 contains 175460 members 
Mstep: Class 16 contains 137119 members 
Mstep: Class 17 contains 138597 members 
Mstep: Class 18 contains 130059 members 
Mstep: Class 19 contains 21366 members 
Mstep: Class 20 contains 15604 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 123574 members 
Mstep: Class 23 contains 13288 members 
Mstep: Class 24 contains 5048 members 
Mstep: Class 25 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181019520.000000 Penalty: 87763.507812
Iteration 45Q: 26 clusters Score -1.810195e+08 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 3 contains 168370 members 
Mstep: Class 4 contains 78675 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17076 members 
Mstep: Class 7 contains 225486 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 14949 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 41092 members 
Mstep: Class 15 contains 175374 members 
Mstep: Class 16 contains 136864 members 
Mstep: Class 17 contains 136378 members 
Mstep: Class 18 contains 132203 members 
Mstep: Class 19 contains 22772 members 
Mstep: Class 20 contains 15661 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 122578 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 5121 members 
Mstep: Class 25 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181019904.000000 Penalty: 87763.507812
Iteration 46Q: 26 clusters Score -1.810199e+08 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 21747 members 
Mstep: Class 3 contains 166798 members 
Mstep: Class 4 contains 79617 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 17031 members 
Mstep: Class 7 contains 225782 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 14903 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 175411 members 
Mstep: Class 16 contains 136688 members 
Mstep: Class 17 contains 134275 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 15722 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 121646 members 
Mstep: Class 23 contains 13577 members 
Mstep: Class 24 contains 5181 members 
Mstep: Class 25 contains 6775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020416.000000 Penalty: 87763.507812
Iteration 47Q: 26 clusters Score -1.810204e+08 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 165339 members 
Mstep: Class 4 contains 80532 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16985 members 
Mstep: Class 7 contains 226055 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 14888 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12648 members 
Mstep: Class 13 contains 7019 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 175361 members 
Mstep: Class 16 contains 136572 members 
Mstep: Class 17 contains 132255 members 
Mstep: Class 18 contains 136357 members 
Mstep: Class 19 contains 25010 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 120721 members 
Mstep: Class 23 contains 13681 members 
Mstep: Class 24 contains 5221 members 
Mstep: Class 25 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020816.000000 Penalty: 87763.507812
Iteration 48Q: 26 clusters Score -1.810208e+08 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 21694 members 
Mstep: Class 3 contains 163955 members 
Mstep: Class 4 contains 81406 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16938 members 
Mstep: Class 7 contains 226268 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 13 contains 7053 members 
Mstep: Class 14 contains 41158 members 
Mstep: Class 15 contains 175295 members 
Mstep: Class 16 contains 136455 members 
Mstep: Class 17 contains 130316 members 
Mstep: Class 18 contains 138465 members 
Mstep: Class 19 contains 25870 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 119890 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181021904.000000 Penalty: 87763.507812
Iteration 49Q: 26 clusters Score -1.810219e+08 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 21672 members 
Mstep: Class 3 contains 162680 members 
Mstep: Class 4 contains 82316 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16896 members 
Mstep: Class 7 contains 226450 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12709 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 41173 members 
Mstep: Class 15 contains 175236 members 
Mstep: Class 16 contains 136376 members 
Mstep: Class 17 contains 128416 members 
Mstep: Class 18 contains 140584 members 
Mstep: Class 19 contains 26644 members 
Mstep: Class 20 contains 15976 members 
Mstep: Class 21 contains 4889 members 
Mstep: Class 22 contains 119084 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 7192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181022752.000000 Penalty: 87763.507812
Iteration 50Q: 26 clusters Score -1.810228e+08 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 161527 members 
Mstep: Class 4 contains 83225 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16858 members 
Mstep: Class 7 contains 226601 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12686 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 41190 members 
Mstep: Class 15 contains 175210 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 126621 members 
Mstep: Class 18 contains 142667 members 
Mstep: Class 19 contains 27270 members 
Mstep: Class 20 contains 16081 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 22 contains 118315 members 
Mstep: Class 23 contains 13942 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181023280.000000 Penalty: 87763.507812
Iteration 51Q: 26 clusters Score -1.810233e+08 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 21635 members 
Mstep: Class 3 contains 160504 members 
Mstep: Class 4 contains 84058 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 226785 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 14817 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 41197 members 
Mstep: Class 15 contains 175217 members 
Mstep: Class 16 contains 136223 members 
Mstep: Class 17 contains 124729 members 
Mstep: Class 18 contains 144836 members 
Mstep: Class 19 contains 27801 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 117587 members 
Mstep: Class 23 contains 14019 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181023904.000000 Penalty: 87763.507812
Iteration 52Q: 26 clusters Score -1.810239e+08 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 159491 members 
Mstep: Class 4 contains 84897 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16805 members 
Mstep: Class 7 contains 226964 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 14808 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 7189 members 
Mstep: Class 14 contains 41170 members 
Mstep: Class 15 contains 175292 members 
Mstep: Class 16 contains 136162 members 
Mstep: Class 17 contains 122803 members 
Mstep: Class 18 contains 147023 members 
Mstep: Class 19 contains 28252 members 
Mstep: Class 20 contains 16251 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 116905 members 
Mstep: Class 23 contains 14090 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181024976.000000 Penalty: 87763.507812
Iteration 53Q: 26 clusters Score -1.81025e+08 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 21619 members 
Mstep: Class 3 contains 158462 members 
Mstep: Class 4 contains 85745 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16793 members 
Mstep: Class 7 contains 227159 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 14796 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 41153 members 
Mstep: Class 15 contains 175298 members 
Mstep: Class 16 contains 136101 members 
Mstep: Class 17 contains 120998 members 
Mstep: Class 18 contains 149166 members 
Mstep: Class 19 contains 28662 members 
Mstep: Class 20 contains 16346 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 116234 members 
Mstep: Class 23 contains 14171 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181025888.000000 Penalty: 87763.507812
Iteration 54Q: 26 clusters Score -1.810259e+08 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 21598 members 
Mstep: Class 3 contains 157497 members 
Mstep: Class 4 contains 86591 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16774 members 
Mstep: Class 7 contains 227305 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 14776 members 
Mstep: Class 10 contains 3907 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 7243 members 
Mstep: Class 14 contains 41173 members 
Mstep: Class 15 contains 175260 members 
Mstep: Class 16 contains 136037 members 
Mstep: Class 17 contains 119198 members 
Mstep: Class 18 contains 151294 members 
Mstep: Class 19 contains 28998 members 
Mstep: Class 20 contains 16458 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 115677 members 
Mstep: Class 23 contains 14260 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181026384.000000 Penalty: 87763.507812
Iteration 55Q: 26 clusters Score -1.810264e+08 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 21578 members 
Mstep: Class 3 contains 156629 members 
Mstep: Class 4 contains 87439 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16755 members 
Mstep: Class 7 contains 227500 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 175253 members 
Mstep: Class 16 contains 136005 members 
Mstep: Class 17 contains 117208 members 
Mstep: Class 18 contains 153464 members 
Mstep: Class 19 contains 29265 members 
Mstep: Class 20 contains 16551 members 
Mstep: Class 21 contains 5063 members 
Mstep: Class 22 contains 115179 members 
Mstep: Class 23 contains 14340 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181027040.000000 Penalty: 87763.507812
Iteration 56Q: 26 clusters Score -1.81027e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 21562 members 
Mstep: Class 3 contains 155867 members 
Mstep: Class 4 contains 88345 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16737 members 
Mstep: Class 7 contains 227613 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 14732 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12401 members 
Mstep: Class 13 contains 7287 members 
Mstep: Class 14 contains 41203 members 
Mstep: Class 15 contains 175186 members 
Mstep: Class 16 contains 135957 members 
Mstep: Class 17 contains 115208 members 
Mstep: Class 18 contains 155620 members 
Mstep: Class 19 contains 29499 members 
Mstep: Class 20 contains 16632 members 
Mstep: Class 21 contains 5084 members 
Mstep: Class 22 contains 114750 members 
Mstep: Class 23 contains 14432 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181028304.000000 Penalty: 87763.507812
Iteration 57Q: 26 clusters Score -1.810283e+08 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 21551 members 
Mstep: Class 3 contains 155179 members 
Mstep: Class 4 contains 89205 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 227729 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 14716 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 41228 members 
Mstep: Class 15 contains 175157 members 
Mstep: Class 16 contains 135907 members 
Mstep: Class 17 contains 113131 members 
Mstep: Class 18 contains 157726 members 
Mstep: Class 19 contains 29708 members 
Mstep: Class 20 contains 16704 members 
Mstep: Class 21 contains 5107 members 
Mstep: Class 22 contains 114386 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 5486 members 
Mstep: Class 25 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181028512.000000 Penalty: 87763.507812
Iteration 58Q: 26 clusters Score -1.810285e+08 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 21544 members 
Mstep: Class 3 contains 154503 members 
Mstep: Class 4 contains 90060 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16687 members 
Mstep: Class 7 contains 227842 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 14703 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 41250 members 
Mstep: Class 15 contains 175163 members 
Mstep: Class 16 contains 135866 members 
Mstep: Class 17 contains 110992 members 
Mstep: Class 18 contains 159825 members 
Mstep: Class 19 contains 29895 members 
Mstep: Class 20 contains 16761 members 
Mstep: Class 21 contains 5140 members 
Mstep: Class 22 contains 114061 members 
Mstep: Class 23 contains 14652 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181028992.000000 Penalty: 87763.507812
Iteration 59Q: 26 clusters Score -1.81029e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 21532 members 
Mstep: Class 3 contains 153867 members 
Mstep: Class 4 contains 90919 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16655 members 
Mstep: Class 7 contains 227910 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 14687 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 41253 members 
Mstep: Class 15 contains 175119 members 
Mstep: Class 16 contains 135826 members 
Mstep: Class 17 contains 108809 members 
Mstep: Class 18 contains 161950 members 
Mstep: Class 19 contains 30067 members 
Mstep: Class 20 contains 16812 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 113855 members 
Mstep: Class 23 contains 14771 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029568.000000 Penalty: 87763.507812
Iteration 60F: 26 clusters Score -1.810296e+08 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 21528 members 
Mstep: Class 3 contains 153158 members 
Mstep: Class 4 contains 91750 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 227951 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12170 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 41243 members 
Mstep: Class 15 contains 175088 members 
Mstep: Class 16 contains 135798 members 
Mstep: Class 17 contains 106610 members 
Mstep: Class 18 contains 164226 members 
Mstep: Class 19 contains 30310 members 
Mstep: Class 20 contains 16850 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 113624 members 
Mstep: Class 23 contains 14907 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029552.000000 Penalty: 87763.507812
Iteration 61Q: 26 clusters Score -1.810296e+08 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 21521 members 
Mstep: Class 3 contains 152483 members 
Mstep: Class 4 contains 92630 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 227949 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 12075 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 174931 members 
Mstep: Class 16 contains 135766 members 
Mstep: Class 17 contains 104429 members 
Mstep: Class 18 contains 166546 members 
Mstep: Class 19 contains 30529 members 
Mstep: Class 20 contains 16876 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 113427 members 
Mstep: Class 23 contains 15043 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 7707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029472.000000 Penalty: 87763.507812
Iteration 62Q: 26 clusters Score -1.810295e+08 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 21525 members 
Mstep: Class 3 contains 151865 members 
Mstep: Class 4 contains 93519 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16610 members 
Mstep: Class 7 contains 227921 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 14 contains 41273 members 
Mstep: Class 15 contains 174744 members 
Mstep: Class 16 contains 135733 members 
Mstep: Class 17 contains 102235 members 
Mstep: Class 18 contains 168821 members 
Mstep: Class 19 contains 30730 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 113287 members 
Mstep: Class 23 contains 15193 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029760.000000 Penalty: 87763.507812
Iteration 63Q: 26 clusters Score -1.810298e+08 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 21523 members 
Mstep: Class 3 contains 151355 members 
Mstep: Class 4 contains 94359 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16588 members 
Mstep: Class 7 contains 227908 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 11851 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 41275 members 
Mstep: Class 15 contains 174539 members 
Mstep: Class 16 contains 135692 members 
Mstep: Class 17 contains 100019 members 
Mstep: Class 18 contains 171089 members 
Mstep: Class 19 contains 30903 members 
Mstep: Class 20 contains 16960 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 113206 members 
Mstep: Class 23 contains 15368 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029952.000000 Penalty: 87763.507812
Iteration 64Q: 26 clusters Score -1.8103e+08 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 21523 members 
Mstep: Class 3 contains 150814 members 
Mstep: Class 4 contains 95190 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 227888 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 14588 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 41263 members 
Mstep: Class 15 contains 174365 members 
Mstep: Class 16 contains 135643 members 
Mstep: Class 17 contains 97843 members 
Mstep: Class 18 contains 173333 members 
Mstep: Class 19 contains 31048 members 
Mstep: Class 20 contains 16981 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 113140 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030224.000000 Penalty: 87763.507812
Iteration 65Q: 26 clusters Score -1.810302e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 21523 members 
Mstep: Class 3 contains 150315 members 
Mstep: Class 4 contains 96071 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16537 members 
Mstep: Class 7 contains 227810 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 14555 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 41230 members 
Mstep: Class 15 contains 174207 members 
Mstep: Class 16 contains 135606 members 
Mstep: Class 17 contains 95625 members 
Mstep: Class 18 contains 175553 members 
Mstep: Class 19 contains 31215 members 
Mstep: Class 20 contains 16996 members 
Mstep: Class 21 contains 5263 members 
Mstep: Class 22 contains 113084 members 
Mstep: Class 23 contains 15765 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030384.000000 Penalty: 87763.507812
Iteration 66Q: 26 clusters Score -1.810304e+08 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 149834 members 
Mstep: Class 4 contains 96953 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16509 members 
Mstep: Class 7 contains 227693 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 11400 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 41197 members 
Mstep: Class 15 contains 174010 members 
Mstep: Class 16 contains 135568 members 
Mstep: Class 17 contains 93455 members 
Mstep: Class 18 contains 177748 members 
Mstep: Class 19 contains 31388 members 
Mstep: Class 20 contains 17012 members 
Mstep: Class 21 contains 5268 members 
Mstep: Class 22 contains 113078 members 
Mstep: Class 23 contains 15995 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 7766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030592.000000 Penalty: 87763.507812
Iteration 67Q: 26 clusters Score -1.810306e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 149322 members 
Mstep: Class 4 contains 97850 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16492 members 
Mstep: Class 7 contains 227516 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 14507 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 7475 members 
Mstep: Class 14 contains 41172 members 
Mstep: Class 15 contains 173815 members 
Mstep: Class 16 contains 135541 members 
Mstep: Class 17 contains 91181 members 
Mstep: Class 18 contains 180076 members 
Mstep: Class 19 contains 31556 members 
Mstep: Class 20 contains 17025 members 
Mstep: Class 21 contains 5274 members 
Mstep: Class 22 contains 113088 members 
Mstep: Class 23 contains 16222 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181031344.000000 Penalty: 87763.507812
Iteration 68Q: 26 clusters Score -1.810313e+08 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 21540 members 
Mstep: Class 3 contains 148861 members 
Mstep: Class 4 contains 98693 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 16478 members 
Mstep: Class 7 contains 227300 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 3913 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 10942 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 41122 members 
Mstep: Class 15 contains 173600 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 88838 members 
Mstep: Class 18 contains 182518 members 
Mstep: Class 19 contains 31741 members 
Mstep: Class 20 contains 17027 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 113123 members 
Mstep: Class 23 contains 16484 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181031440.000000 Penalty: 87763.507812
Iteration 69Q: 26 clusters Score -1.810314e+08 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 148391 members 
Mstep: Class 4 contains 99556 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 227090 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 41094 members 
Mstep: Class 15 contains 173319 members 
Mstep: Class 16 contains 135485 members 
Mstep: Class 17 contains 86581 members 
Mstep: Class 18 contains 184897 members 
Mstep: Class 19 contains 31936 members 
Mstep: Class 20 contains 17024 members 
Mstep: Class 21 contains 5275 members 
Mstep: Class 22 contains 113146 members 
Mstep: Class 23 contains 16766 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181032320.000000 Penalty: 87763.507812
Iteration 70Q: 26 clusters Score -1.810323e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 21556 members 
Mstep: Class 3 contains 147994 members 
Mstep: Class 4 contains 100460 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 16423 members 
Mstep: Class 7 contains 226877 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 10354 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 41031 members 
Mstep: Class 15 contains 172972 members 
Mstep: Class 16 contains 135439 members 
Mstep: Class 17 contains 84355 members 
Mstep: Class 18 contains 187208 members 
Mstep: Class 19 contains 32128 members 
Mstep: Class 20 contains 17050 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 113237 members 
Mstep: Class 23 contains 17032 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033312.000000 Penalty: 87763.507812
Iteration 71Q: 26 clusters Score -1.810333e+08 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 21559 members 
Mstep: Class 3 contains 147608 members 
Mstep: Class 4 contains 101358 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 226660 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 40958 members 
Mstep: Class 15 contains 172618 members 
Mstep: Class 16 contains 135389 members 
Mstep: Class 17 contains 82158 members 
Mstep: Class 18 contains 189430 members 
Mstep: Class 19 contains 32292 members 
Mstep: Class 20 contains 17088 members 
Mstep: Class 21 contains 5294 members 
Mstep: Class 22 contains 113387 members 
Mstep: Class 23 contains 17272 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033744.000000 Penalty: 87763.507812
Iteration 72Q: 26 clusters Score -1.810337e+08 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 21559 members 
Mstep: Class 3 contains 147222 members 
Mstep: Class 4 contains 102276 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 226403 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9799 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 40901 members 
Mstep: Class 15 contains 172288 members 
Mstep: Class 16 contains 135353 members 
Mstep: Class 17 contains 80021 members 
Mstep: Class 18 contains 191571 members 
Mstep: Class 19 contains 32363 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 113575 members 
Mstep: Class 23 contains 17468 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033760.000000 Penalty: 87763.507812
Iteration 73Q: 26 clusters Score -1.810338e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 21559 members 
Mstep: Class 3 contains 146832 members 
Mstep: Class 4 contains 103194 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 226204 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 14339 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 14 contains 40860 members 
Mstep: Class 15 contains 171939 members 
Mstep: Class 16 contains 135302 members 
Mstep: Class 17 contains 77838 members 
Mstep: Class 18 contains 193640 members 
Mstep: Class 19 contains 32427 members 
Mstep: Class 20 contains 17212 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 113744 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033728.000000 Penalty: 87763.507812
Iteration 74Q: 26 clusters Score -1.810337e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 21557 members 
Mstep: Class 3 contains 146472 members 
Mstep: Class 4 contains 104033 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 226028 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 7405 members 
Mstep: Class 14 contains 40817 members 
Mstep: Class 15 contains 171629 members 
Mstep: Class 16 contains 135270 members 
Mstep: Class 17 contains 75743 members 
Mstep: Class 18 contains 195650 members 
Mstep: Class 19 contains 32470 members 
Mstep: Class 20 contains 17247 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 113852 members 
Mstep: Class 23 contains 17866 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 7779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034432.000000 Penalty: 87763.507812
Iteration 75Q: 26 clusters Score -1.810344e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 146052 members 
Mstep: Class 4 contains 104883 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 225915 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 14285 members 
Mstep: Class 10 contains 3923 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 40764 members 
Mstep: Class 15 contains 171374 members 
Mstep: Class 16 contains 135251 members 
Mstep: Class 17 contains 73723 members 
Mstep: Class 18 contains 197444 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 17286 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 114000 members 
Mstep: Class 23 contains 18057 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034416.000000 Penalty: 87763.507812
Iteration 76Q: 26 clusters Score -1.810344e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 145670 members 
Mstep: Class 4 contains 105688 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 225818 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 15 contains 171154 members 
Mstep: Class 16 contains 135231 members 
Mstep: Class 17 contains 71850 members 
Mstep: Class 18 contains 199026 members 
Mstep: Class 19 contains 32542 members 
Mstep: Class 20 contains 17301 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 114147 members 
Mstep: Class 23 contains 18220 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 7781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034496.000000 Penalty: 87763.507812
Iteration 77Q: 26 clusters Score -1.810345e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 145292 members 
Mstep: Class 4 contains 106418 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 225685 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 3910 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 40685 members 
Mstep: Class 15 contains 170953 members 
Mstep: Class 16 contains 135208 members 
Mstep: Class 17 contains 70103 members 
Mstep: Class 18 contains 200523 members 
Mstep: Class 19 contains 32595 members 
Mstep: Class 20 contains 17306 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 114245 members 
Mstep: Class 23 contains 18399 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 7794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034768.000000 Penalty: 87763.507812
Iteration 78Q: 26 clusters Score -1.810348e+08 nChanged 4544
Entering ConstructFrom: 
Score: -181034768.000000 Penalty: 87763.507812
Entering ConstructFrom: 
Trying to split cluster 1 (27643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Entering Unmasked Estep 
Score: -3620386.500000 Penalty: 2536.327637
	Iteration 0F: 2 clusters Score -3620386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3601581.500000 Penalty: 5072.655273
	Iteration 0F: 3 clusters Score -3601582 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3610623.000000 Penalty: 5072.655273
	Iteration 1F: 3 clusters Score -3610623 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3613505.750000 Penalty: 5072.655273
	Iteration 2F: 3 clusters Score -3613506 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3616129.750000 Penalty: 5072.655273
	Iteration 3F: 3 clusters Score -3616130 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3617844.500000 Penalty: 5072.655273
	Iteration 4F: 3 clusters Score -3617844 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3618818.500000 Penalty: 5072.655273
	Iteration 5F: 3 clusters Score -3618818 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3619404.500000 Penalty: 5072.655273
	Iteration 6Q: 3 clusters Score -3619404 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3619733.500000 Penalty: 5072.655273
	Iteration 7Q: 3 clusters Score -3619734 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3619983.000000 Penalty: 5072.655273
	Iteration 8Q: 3 clusters Score -3619983 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3620165.500000 Penalty: 5072.655273
	Iteration 9Q: 3 clusters Score -3620166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3620345.000000 Penalty: 5072.655273
	Iteration 10Q: 3 clusters Score -3620345 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3620542.500000 Penalty: 5072.655273
	Iteration 11Q: 3 clusters Score -3620542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3620691.250000 Penalty: 5072.655273
	Iteration 12Q: 3 clusters Score -3620691 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3620848.250000 Penalty: 5072.655273
	Iteration 13Q: 3 clusters Score -3620848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3620961.500000 Penalty: 5072.655273
	Iteration 14Q: 3 clusters Score -3620962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3620996.250000 Penalty: 5072.655273
	Iteration 15Q: 3 clusters Score -3620996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3621020.500000 Penalty: 5072.655273
	Iteration 16Q: 3 clusters Score -3621020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3621040.750000 Penalty: 5072.655273
	Iteration 17Q: 3 clusters Score -3621041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3621056.500000 Penalty: 5072.655273
	Iteration 18Q: 3 clusters Score -3621056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3621064.250000 Penalty: 5072.655273
	Iteration 19Q: 3 clusters Score -3621064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3621075.500000 Penalty: 5072.655273
	Iteration 20F: 3 clusters Score -3621076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3621083.000000 Penalty: 5072.655273
	Iteration 21Q: 3 clusters Score -3621083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3621080.750000 Penalty: 5072.655273
	Iteration 22Q: 3 clusters Score -3621081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3621088.500000 Penalty: 5072.655273
	Iteration 23Q: 3 clusters Score -3621088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3621087.000000 Penalty: 5072.655273
	Iteration 24Q: 3 clusters Score -3621087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3621091.000000 Penalty: 5072.655273
	Iteration 25Q: 3 clusters Score -3621091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3621098.250000 Penalty: 5072.655273
	Iteration 26Q: 3 clusters Score -3621098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3621102.500000 Penalty: 5072.655273
	Iteration 27Q: 3 clusters Score -3621102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3621104.500000 Penalty: 5072.655273
	Iteration 28Q: 3 clusters Score -3621104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3621107.000000 Penalty: 5072.655273
	Iteration 29Q: 3 clusters Score -3621107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3621120.250000 Penalty: 5072.655273
	Iteration 30Q: 3 clusters Score -3621120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3621125.500000 Penalty: 5072.655273
	Iteration 31Q: 3 clusters Score -3621126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3621123.750000 Penalty: 5072.655273
	Iteration 32Q: 3 clusters Score -3621124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3621121.750000 Penalty: 5072.655273
	Iteration 33Q: 3 clusters Score -3621122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3621118.500000 Penalty: 5072.655273
	Iteration 34Q: 3 clusters Score -3621118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3621117.750000 Penalty: 5072.655273
	Iteration 35Q: 3 clusters Score -3621118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3621114.500000 Penalty: 5072.655273
	Iteration 36Q: 3 clusters Score -3621114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3621117.500000 Penalty: 5072.655273
	Iteration 37Q: 3 clusters Score -3621118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3621116.750000 Penalty: 5072.655273
	Iteration 38Q: 3 clusters Score -3621117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3621117.750000 Penalty: 5072.655273
	Iteration 39Q: 3 clusters Score -3621118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3621118.750000 Penalty: 5072.655273
	Iteration 40F: 3 clusters Score -3621119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 144972 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 225592 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 40657 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 135176 members 
Mstep: Class 17 contains 68403 members 
Mstep: Class 18 contains 201880 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 114346 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 1947 members 
Entering Unmasked Estep 
Score: -181033888.000000 Penalty: 91274.054688
Splitting cluster 1 changes total score from -181034768.000000 to -181033888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Entering Unmasked Estep 
Score: -2777644.750000 Penalty: 2474.634033
	Iteration 0F: 2 clusters Score -2777645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2762534.500000 Penalty: 4949.268066
	Iteration 0F: 3 clusters Score -2762534 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2767812.750000 Penalty: 4949.268066
	Iteration 1F: 3 clusters Score -2767813 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2768499.000000 Penalty: 4949.268066
	Iteration 2F: 3 clusters Score -2768499 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2769388.750000 Penalty: 4949.268066
	Iteration 3F: 3 clusters Score -2769389 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2770692.000000 Penalty: 4949.268066
	Iteration 4F: 3 clusters Score -2770692 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2772094.750000 Penalty: 4949.268066
	Iteration 5F: 3 clusters Score -2772095 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2773187.500000 Penalty: 4949.268066
	Iteration 6F: 3 clusters Score -2773188 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2773948.500000 Penalty: 4949.268066
	Iteration 7F: 3 clusters Score -2773948 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2774397.500000 Penalty: 4949.268066
	Iteration 8Q: 3 clusters Score -2774398 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2774668.500000 Penalty: 4949.268066
	Iteration 9Q: 3 clusters Score -2774668 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2774878.000000 Penalty: 4949.268066
	Iteration 10Q: 3 clusters Score -2774878 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2775038.750000 Penalty: 4949.268066
	Iteration 11Q: 3 clusters Score -2775039 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2775158.000000 Penalty: 4949.268066
	Iteration 12Q: 3 clusters Score -2775158 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2775285.000000 Penalty: 4949.268066
	Iteration 13Q: 3 clusters Score -2775285 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2775368.250000 Penalty: 4949.268066
	Iteration 14Q: 3 clusters Score -2775368 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2775471.750000 Penalty: 4949.268066
	Iteration 15Q: 3 clusters Score -2775472 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2775535.750000 Penalty: 4949.268066
	Iteration 16Q: 3 clusters Score -2775536 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2775597.250000 Penalty: 4949.268066
	Iteration 17Q: 3 clusters Score -2775597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2775665.000000 Penalty: 4949.268066
	Iteration 18Q: 3 clusters Score -2775665 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2775736.500000 Penalty: 4949.268066
	Iteration 19Q: 3 clusters Score -2775736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2775832.000000 Penalty: 4949.268066
	Iteration 20F: 3 clusters Score -2775832 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2775903.250000 Penalty: 4949.268066
	Iteration 21Q: 3 clusters Score -2775903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2775972.250000 Penalty: 4949.268066
	Iteration 22Q: 3 clusters Score -2775972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2776019.750000 Penalty: 4949.268066
	Iteration 23Q: 3 clusters Score -2776020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2776054.750000 Penalty: 4949.268066
	Iteration 24Q: 3 clusters Score -2776055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2776086.000000 Penalty: 4949.268066
	Iteration 25Q: 3 clusters Score -2776086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2776135.250000 Penalty: 4949.268066
	Iteration 26Q: 3 clusters Score -2776135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2776162.000000 Penalty: 4949.268066
	Iteration 27Q: 3 clusters Score -2776162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2776185.250000 Penalty: 4949.268066
	Iteration 28Q: 3 clusters Score -2776185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2776205.750000 Penalty: 4949.268066
	Iteration 29Q: 3 clusters Score -2776206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2776229.250000 Penalty: 4949.268066
	Iteration 30Q: 3 clusters Score -2776229 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2776254.000000 Penalty: 4949.268066
	Iteration 31Q: 3 clusters Score -2776254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2776280.250000 Penalty: 4949.268066
	Iteration 32Q: 3 clusters Score -2776280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2776300.750000 Penalty: 4949.268066
	Iteration 33Q: 3 clusters Score -2776301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2776315.250000 Penalty: 4949.268066
	Iteration 34Q: 3 clusters Score -2776315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2776331.000000 Penalty: 4949.268066
	Iteration 35Q: 3 clusters Score -2776331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2776339.750000 Penalty: 4949.268066
	Iteration 36Q: 3 clusters Score -2776340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2776345.500000 Penalty: 4949.268066
	Iteration 37Q: 3 clusters Score -2776346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2776342.250000 Penalty: 4949.268066
	Iteration 38Q: 3 clusters Score -2776342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2776359.000000 Penalty: 4949.268066
	Iteration 39Q: 3 clusters Score -2776359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2776355.500000 Penalty: 4949.268066
	Iteration 40F: 3 clusters Score -2776356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2776366.250000 Penalty: 4949.268066
	Iteration 41Q: 3 clusters Score -2776366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2776380.000000 Penalty: 4949.268066
	Iteration 42Q: 3 clusters Score -2776380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2776383.500000 Penalty: 4949.268066
	Iteration 43Q: 3 clusters Score -2776384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2776386.000000 Penalty: 4949.268066
	Iteration 44Q: 3 clusters Score -2776386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2776392.500000 Penalty: 4949.268066
	Iteration 45Q: 3 clusters Score -2776392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2776391.250000 Penalty: 4949.268066
	Iteration 46Q: 3 clusters Score -2776391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2776392.500000 Penalty: 4949.268066
	Iteration 47Q: 3 clusters Score -2776392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2776393.250000 Penalty: 4949.268066
	Iteration 48Q: 3 clusters Score -2776393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2776388.750000 Penalty: 4949.268066
	Iteration 49Q: 3 clusters Score -2776389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2776393.250000 Penalty: 4949.268066
	Iteration 50Q: 3 clusters Score -2776393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2776396.250000 Penalty: 4949.268066
	Iteration 51Q: 3 clusters Score -2776396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2776399.000000 Penalty: 4949.268066
	Iteration 52Q: 3 clusters Score -2776399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2776399.750000 Penalty: 4949.268066
	Iteration 53Q: 3 clusters Score -2776400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2776400.750000 Penalty: 4949.268066
	Iteration 54Q: 3 clusters Score -2776401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2776405.250000 Penalty: 4949.268066
	Iteration 55Q: 3 clusters Score -2776405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2776403.500000 Penalty: 4949.268066
	Iteration 56Q: 3 clusters Score -2776404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2776407.750000 Penalty: 4949.268066
	Iteration 57Q: 3 clusters Score -2776408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2776410.250000 Penalty: 4949.268066
	Iteration 58Q: 3 clusters Score -2776410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2776417.000000 Penalty: 4949.268066
	Iteration 59Q: 3 clusters Score -2776417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2776418.750000 Penalty: 4949.268066
	Iteration 60F: 3 clusters Score -2776419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2776430.500000 Penalty: 4949.268066
	Iteration 61Q: 3 clusters Score -2776430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2776430.000000 Penalty: 4949.268066
	Iteration 62Q: 3 clusters Score -2776430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2776433.000000 Penalty: 4949.268066
	Iteration 63Q: 3 clusters Score -2776433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2776432.000000 Penalty: 4949.268066
	Iteration 64Q: 3 clusters Score -2776432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2776439.750000 Penalty: 4949.268066
	Iteration 65Q: 3 clusters Score -2776440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2776438.000000 Penalty: 4949.268066
	Iteration 66Q: 3 clusters Score -2776438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2776439.250000 Penalty: 4949.268066
	Iteration 67Q: 3 clusters Score -2776439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2776441.250000 Penalty: 4949.268066
	Iteration 68Q: 3 clusters Score -2776441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2776440.750000 Penalty: 4949.268066
	Iteration 69Q: 3 clusters Score -2776441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2776439.000000 Penalty: 4949.268066
	Iteration 70Q: 3 clusters Score -2776439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2776443.500000 Penalty: 4949.268066
	Iteration 71Q: 3 clusters Score -2776444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2776439.000000 Penalty: 4949.268066
	Iteration 72Q: 3 clusters Score -2776439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2776445.500000 Penalty: 4949.268066
	Iteration 73Q: 3 clusters Score -2776446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2776447.500000 Penalty: 4949.268066
	Iteration 74Q: 3 clusters Score -2776448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2776444.750000 Penalty: 4949.268066
	Iteration 75Q: 3 clusters Score -2776445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2776445.750000 Penalty: 4949.268066
	Iteration 76Q: 3 clusters Score -2776446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2776447.500000 Penalty: 4949.268066
	Iteration 77Q: 3 clusters Score -2776448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2776447.500000 Penalty: 4949.268066
	Iteration 78F: 3 clusters Score -2776448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (144972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Entering Unmasked Estep 
Score: -18256150.000000 Penalty: 2947.305176
	Iteration 0F: 2 clusters Score -1.825615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -18159540.000000 Penalty: 5894.610352
	Iteration 0F: 3 clusters Score -1.815954e+07 nChanged 69353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -18200830.000000 Penalty: 5894.610352
	Iteration 1F: 3 clusters Score -1.820083e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -18204728.000000 Penalty: 5894.610352
	Iteration 2Q: 3 clusters Score -1.820473e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -18211734.000000 Penalty: 5894.610352
	Iteration 3F: 3 clusters Score -1.821173e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -18219786.000000 Penalty: 5894.610352
	Iteration 4F: 3 clusters Score -1.821979e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -18226956.000000 Penalty: 5894.610352
	Iteration 5F: 3 clusters Score -1.822696e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -18233426.000000 Penalty: 5894.610352
	Iteration 6F: 3 clusters Score -1.823343e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -18238980.000000 Penalty: 5894.610352
	Iteration 7F: 3 clusters Score -1.823898e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 128211 members 
Entering Unmasked Estep 
Score: -18243738.000000 Penalty: 5894.610352
	Iteration 8Q: 3 clusters Score -1.824374e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 133248 members 
Entering Unmasked Estep 
Score: -18247674.000000 Penalty: 5894.610352
	Iteration 9Q: 3 clusters Score -1.824767e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -18250376.000000 Penalty: 5894.610352
	Iteration 10Q: 3 clusters Score -1.825038e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 139338 members 
Entering Unmasked Estep 
Score: -18252076.000000 Penalty: 5894.610352
	Iteration 11Q: 3 clusters Score -1.825208e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -18253054.000000 Penalty: 5894.610352
	Iteration 12Q: 3 clusters Score -1.825305e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -18253612.000000 Penalty: 5894.610352
	Iteration 13Q: 3 clusters Score -1.825361e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -18253994.000000 Penalty: 5894.610352
	Iteration 14Q: 3 clusters Score -1.825399e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -18254246.000000 Penalty: 5894.610352
	Iteration 15Q: 3 clusters Score -1.825425e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -18254350.000000 Penalty: 5894.610352
	Iteration 16Q: 3 clusters Score -1.825435e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 142787 members 
Entering Unmasked Estep 
Score: -18254460.000000 Penalty: 5894.610352
	Iteration 17Q: 3 clusters Score -1.825446e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -18254492.000000 Penalty: 5894.610352
	Iteration 18Q: 3 clusters Score -1.825449e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -18254530.000000 Penalty: 5894.610352
	Iteration 19Q: 3 clusters Score -1.825453e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 143008 members 
Entering Unmasked Estep 
Score: -18254564.000000 Penalty: 5894.610352
	Iteration 20F: 3 clusters Score -1.825456e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -18254578.000000 Penalty: 5894.610352
	Iteration 21Q: 3 clusters Score -1.825458e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -18254622.000000 Penalty: 5894.610352
	Iteration 22Q: 3 clusters Score -1.825462e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -18254672.000000 Penalty: 5894.610352
	Iteration 23Q: 3 clusters Score -1.825467e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 143131 members 
Entering Unmasked Estep 
Score: -18254700.000000 Penalty: 5894.610352
	Iteration 24Q: 3 clusters Score -1.82547e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -18254778.000000 Penalty: 5894.610352
	Iteration 25Q: 3 clusters Score -1.825478e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -18254814.000000 Penalty: 5894.610352
	Iteration 26Q: 3 clusters Score -1.825481e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -18254856.000000 Penalty: 5894.610352
	Iteration 27Q: 3 clusters Score -1.825486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -18254906.000000 Penalty: 5894.610352
	Iteration 28Q: 3 clusters Score -1.825491e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -18254950.000000 Penalty: 5894.610352
	Iteration 29Q: 3 clusters Score -1.825495e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -18254974.000000 Penalty: 5894.610352
	Iteration 30Q: 3 clusters Score -1.825497e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -18254966.000000 Penalty: 5894.610352
	Iteration 31Q: 3 clusters Score -1.825497e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -18254990.000000 Penalty: 5894.610352
	Iteration 32Q: 3 clusters Score -1.825499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -18255018.000000 Penalty: 5894.610352
	Iteration 33Q: 3 clusters Score -1.825502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -18255020.000000 Penalty: 5894.610352
	Iteration 34Q: 3 clusters Score -1.825502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -18255014.000000 Penalty: 5894.610352
	Iteration 35Q: 3 clusters Score -1.825501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 143254 members 
Entering Unmasked Estep 
Score: -18255012.000000 Penalty: 5894.610352
	Iteration 36Q: 3 clusters Score -1.825501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 143249 members 
Entering Unmasked Estep 
Score: -18255022.000000 Penalty: 5894.610352
	Iteration 37Q: 3 clusters Score -1.825502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -18255026.000000 Penalty: 5894.610352
	Iteration 38Q: 3 clusters Score -1.825503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -18255022.000000 Penalty: 5894.610352
	Iteration 39Q: 3 clusters Score -1.825502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -18255022.000000 Penalty: 5894.610352
	Iteration 40F: 3 clusters Score -1.825502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 143249 members 
Entering Unmasked Estep 
Score: -18255036.000000 Penalty: 5894.610352
	Iteration 41Q: 3 clusters Score -1.825504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -18255042.000000 Penalty: 5894.610352
	Iteration 42Q: 3 clusters Score -1.825504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -18255038.000000 Penalty: 5894.610352
	Iteration 43Q: 3 clusters Score -1.825504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -18255052.000000 Penalty: 5894.610352
	Iteration 44Q: 3 clusters Score -1.825505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -18255056.000000 Penalty: 5894.610352
	Iteration 45Q: 3 clusters Score -1.825506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 143244 members 
Entering Unmasked Estep 
Score: -18255056.000000 Penalty: 5894.610352
	Iteration 46Q: 3 clusters Score -1.825506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 143244 members 
Entering Unmasked Estep 
Score: -18255056.000000 Penalty: 5894.610352
	Iteration 47F: 3 clusters Score -1.825506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Entering Unmasked Estep 
Score: -14065208.000000 Penalty: 2872.355225
	Iteration 0F: 2 clusters Score -1.406521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -13993547.000000 Penalty: 5744.710449
	Iteration 0F: 3 clusters Score -1.399355e+07 nChanged 50903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -14023594.000000 Penalty: 5744.710449
	Iteration 1F: 3 clusters Score -1.402359e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -14025148.000000 Penalty: 5744.710449
	Iteration 2Q: 3 clusters Score -1.402515e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -14027859.000000 Penalty: 5744.710449
	Iteration 3F: 3 clusters Score -1.402786e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -14032103.000000 Penalty: 5744.710449
	Iteration 4F: 3 clusters Score -1.40321e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -14037490.000000 Penalty: 5744.710449
	Iteration 5F: 3 clusters Score -1.403749e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -14042526.000000 Penalty: 5744.710449
	Iteration 6F: 3 clusters Score -1.404253e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -14046312.000000 Penalty: 5744.710449
	Iteration 7F: 3 clusters Score -1.404631e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -14049117.000000 Penalty: 5744.710449
	Iteration 8F: 3 clusters Score -1.404912e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -14051072.000000 Penalty: 5744.710449
	Iteration 9Q: 3 clusters Score -1.405107e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -14052880.000000 Penalty: 5744.710449
	Iteration 10Q: 3 clusters Score -1.405288e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -14054574.000000 Penalty: 5744.710449
	Iteration 11Q: 3 clusters Score -1.405457e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -14056352.000000 Penalty: 5744.710449
	Iteration 12Q: 3 clusters Score -1.405635e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -14058016.000000 Penalty: 5744.710449
	Iteration 13Q: 3 clusters Score -1.405802e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -14059504.000000 Penalty: 5744.710449
	Iteration 14Q: 3 clusters Score -1.40595e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -14060620.000000 Penalty: 5744.710449
	Iteration 15Q: 3 clusters Score -1.406062e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -14061255.000000 Penalty: 5744.710449
	Iteration 16Q: 3 clusters Score -1.406126e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -14061765.000000 Penalty: 5744.710449
	Iteration 17Q: 3 clusters Score -1.406176e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 100995 members 
Entering Unmasked Estep 
Score: -14062129.000000 Penalty: 5744.710449
	Iteration 18Q: 3 clusters Score -1.406213e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -14062355.000000 Penalty: 5744.710449
	Iteration 19Q: 3 clusters Score -1.406236e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -14062545.000000 Penalty: 5744.710449
	Iteration 20F: 3 clusters Score -1.406254e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -14062726.000000 Penalty: 5744.710449
	Iteration 21Q: 3 clusters Score -1.406273e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -14062800.000000 Penalty: 5744.710449
	Iteration 22Q: 3 clusters Score -1.40628e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -14062951.000000 Penalty: 5744.710449
	Iteration 23Q: 3 clusters Score -1.406295e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -14063069.000000 Penalty: 5744.710449
	Iteration 24Q: 3 clusters Score -1.406307e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -14063160.000000 Penalty: 5744.710449
	Iteration 25Q: 3 clusters Score -1.406316e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14063203.000000 Penalty: 5744.710449
	Iteration 26Q: 3 clusters Score -1.40632e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -14063260.000000 Penalty: 5744.710449
	Iteration 27Q: 3 clusters Score -1.406326e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -14063288.000000 Penalty: 5744.710449
	Iteration 28Q: 3 clusters Score -1.406329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -14063321.000000 Penalty: 5744.710449
	Iteration 29Q: 3 clusters Score -1.406332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -14063316.000000 Penalty: 5744.710449
	Iteration 30Q: 3 clusters Score -1.406332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 104360 members 
Entering Unmasked Estep 
Score: -14063364.000000 Penalty: 5744.710449
	Iteration 31Q: 3 clusters Score -1.406336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -14063376.000000 Penalty: 5744.710449
	Iteration 32Q: 3 clusters Score -1.406338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -14063361.000000 Penalty: 5744.710449
	Iteration 33Q: 3 clusters Score -1.406336e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -14063390.000000 Penalty: 5744.710449
	Iteration 34Q: 3 clusters Score -1.406339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -14063354.000000 Penalty: 5744.710449
	Iteration 35Q: 3 clusters Score -1.406335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -14063358.000000 Penalty: 5744.710449
	Iteration 36Q: 3 clusters Score -1.406336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -14063380.000000 Penalty: 5744.710449
	Iteration 37Q: 3 clusters Score -1.406338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -14063387.000000 Penalty: 5744.710449
	Iteration 38Q: 3 clusters Score -1.406339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -14063391.000000 Penalty: 5744.710449
	Iteration 39Q: 3 clusters Score -1.406339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -14063390.000000 Penalty: 5744.710449
	Iteration 40F: 3 clusters Score -1.406339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -14063381.000000 Penalty: 5744.710449
	Iteration 41Q: 3 clusters Score -1.406338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -14063378.000000 Penalty: 5744.710449
	Iteration 42Q: 3 clusters Score -1.406338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -14063380.000000 Penalty: 5744.710449
	Iteration 43Q: 3 clusters Score -1.406338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -14063383.000000 Penalty: 5744.710449
	Iteration 44Q: 3 clusters Score -1.406338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -14063361.000000 Penalty: 5744.710449
	Iteration 45Q: 3 clusters Score -1.406336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 104764 members 
Entering Unmasked Estep 
Score: -14063361.000000 Penalty: 5744.710449
	Iteration 46Q: 3 clusters Score -1.406336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -14063371.000000 Penalty: 5744.710449
	Iteration 47Q: 3 clusters Score -1.406337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -14063371.000000 Penalty: 5744.710449
	Iteration 48Q: 3 clusters Score -1.406337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -14063370.000000 Penalty: 5744.710449
	Iteration 49Q: 3 clusters Score -1.406337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -14063370.000000 Penalty: 5744.710449
	Iteration 50F: 3 clusters Score -1.406337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -160589.656250 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -160589.7 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 661 members 
Entering Unmasked Estep 
Score: -158490.640625 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -158490.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158979.687500 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -158979.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159338.343750 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -159338.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159637.343750 Penalty: 3557.141602
	Iteration 3F: 3 clusters Score -159637.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159798.093750 Penalty: 3557.141602
	Iteration 4Q: 3 clusters Score -159798.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159908.906250 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -159908.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -160015.421875 Penalty: 3557.141602
	Iteration 6Q: 3 clusters Score -160015.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160121.500000 Penalty: 3557.141602
	Iteration 7Q: 3 clusters Score -160121.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160208.328125 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -160208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160310.187500 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -160310.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160499.843750 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -160499.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160856.375000 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -160856.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -160945.625000 Penalty: 3557.141602
	Iteration 12Q: 3 clusters Score -160945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160947.328125 Penalty: 3557.141602
	Iteration 13Q: 3 clusters Score -160947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160948.640625 Penalty: 3557.141602
	Iteration 14Q: 3 clusters Score -160948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -160949.500000 Penalty: 3557.141602
	Iteration 15Q: 3 clusters Score -160949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -160950.093750 Penalty: 3557.141602
	Iteration 16F: 3 clusters Score -160950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -160973.968750 Penalty: 3557.141602
	Iteration 17Q: 3 clusters Score -160974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161135.375000 Penalty: 3557.141602
	Iteration 18Q: 3 clusters Score -161135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -161286.281250 Penalty: 3557.141602
	Iteration 19Q: 3 clusters Score -161286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161317.843750 Penalty: 3557.141602
	Iteration 20F: 3 clusters Score -161317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161340.875000 Penalty: 3557.141602
	Iteration 21Q: 3 clusters Score -161340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161348.078125 Penalty: 3557.141602
	Iteration 22Q: 3 clusters Score -161348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161351.468750 Penalty: 3557.141602
	Iteration 23Q: 3 clusters Score -161351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161352.859375 Penalty: 3557.141602
	Iteration 24Q: 3 clusters Score -161352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161357.140625 Penalty: 3557.141602
	Iteration 25Q: 3 clusters Score -161357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161359.640625 Penalty: 3557.141602
	Iteration 26Q: 3 clusters Score -161359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161362.140625 Penalty: 3557.141602
	Iteration 27Q: 3 clusters Score -161362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161362.140625 Penalty: 3557.141602
	Iteration 28F: 3 clusters Score -161362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 144972 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 225592 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 40657 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 135176 members 
Mstep: Class 17 contains 68403 members 
Mstep: Class 18 contains 201880 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 114346 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 601 members 
Entering Unmasked Estep 
Score: -181033264.000000 Penalty: 91274.054688
Splitting cluster 5 changes total score from -181034768.000000 to -181033264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Entering Unmasked Estep 
Score: -2137109.000000 Penalty: 2406.106934
	Iteration 0F: 2 clusters Score -2137109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2125423.750000 Penalty: 4812.213867
	Iteration 0F: 3 clusters Score -2125424 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2129182.000000 Penalty: 4812.213867
	Iteration 1F: 3 clusters Score -2129182 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2129654.750000 Penalty: 4812.213867
	Iteration 2F: 3 clusters Score -2129655 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2130188.250000 Penalty: 4812.213867
	Iteration 3F: 3 clusters Score -2130188 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2130869.500000 Penalty: 4812.213867
	Iteration 4F: 3 clusters Score -2130870 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2131837.250000 Penalty: 4812.213867
	Iteration 5F: 3 clusters Score -2131837 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2132923.750000 Penalty: 4812.213867
	Iteration 6F: 3 clusters Score -2132924 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2133754.000000 Penalty: 4812.213867
	Iteration 7F: 3 clusters Score -2133754 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2134243.750000 Penalty: 4812.213867
	Iteration 8F: 3 clusters Score -2134244 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2134540.000000 Penalty: 4812.213867
	Iteration 9Q: 3 clusters Score -2134540 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2134723.250000 Penalty: 4812.213867
	Iteration 10Q: 3 clusters Score -2134723 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2134868.750000 Penalty: 4812.213867
	Iteration 11Q: 3 clusters Score -2134869 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2134984.750000 Penalty: 4812.213867
	Iteration 12Q: 3 clusters Score -2134985 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2135085.250000 Penalty: 4812.213867
	Iteration 13Q: 3 clusters Score -2135085 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2135184.500000 Penalty: 4812.213867
	Iteration 14Q: 3 clusters Score -2135184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2135268.750000 Penalty: 4812.213867
	Iteration 15Q: 3 clusters Score -2135269 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2135327.500000 Penalty: 4812.213867
	Iteration 16Q: 3 clusters Score -2135328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2135376.500000 Penalty: 4812.213867
	Iteration 17Q: 3 clusters Score -2135376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2135433.500000 Penalty: 4812.213867
	Iteration 18Q: 3 clusters Score -2135434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2135507.750000 Penalty: 4812.213867
	Iteration 19Q: 3 clusters Score -2135508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2135558.500000 Penalty: 4812.213867
	Iteration 20F: 3 clusters Score -2135558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2135606.250000 Penalty: 4812.213867
	Iteration 21Q: 3 clusters Score -2135606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2135662.000000 Penalty: 4812.213867
	Iteration 22Q: 3 clusters Score -2135662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2135713.750000 Penalty: 4812.213867
	Iteration 23Q: 3 clusters Score -2135714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2135753.000000 Penalty: 4812.213867
	Iteration 24Q: 3 clusters Score -2135753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2135780.500000 Penalty: 4812.213867
	Iteration 25Q: 3 clusters Score -2135780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2135803.000000 Penalty: 4812.213867
	Iteration 26Q: 3 clusters Score -2135803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2135818.500000 Penalty: 4812.213867
	Iteration 27Q: 3 clusters Score -2135818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2135837.750000 Penalty: 4812.213867
	Iteration 28Q: 3 clusters Score -2135838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2135854.000000 Penalty: 4812.213867
	Iteration 29Q: 3 clusters Score -2135854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2135870.500000 Penalty: 4812.213867
	Iteration 30Q: 3 clusters Score -2135870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2135881.500000 Penalty: 4812.213867
	Iteration 31Q: 3 clusters Score -2135882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2135888.500000 Penalty: 4812.213867
	Iteration 32Q: 3 clusters Score -2135888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2135899.500000 Penalty: 4812.213867
	Iteration 33Q: 3 clusters Score -2135900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2135907.500000 Penalty: 4812.213867
	Iteration 34Q: 3 clusters Score -2135908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2135917.000000 Penalty: 4812.213867
	Iteration 35Q: 3 clusters Score -2135917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2135921.250000 Penalty: 4812.213867
	Iteration 36Q: 3 clusters Score -2135921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2135930.250000 Penalty: 4812.213867
	Iteration 37Q: 3 clusters Score -2135930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2135935.500000 Penalty: 4812.213867
	Iteration 38Q: 3 clusters Score -2135936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2135943.500000 Penalty: 4812.213867
	Iteration 39Q: 3 clusters Score -2135944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2135942.000000 Penalty: 4812.213867
	Iteration 40F: 3 clusters Score -2135942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2135947.250000 Penalty: 4812.213867
	Iteration 41Q: 3 clusters Score -2135947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2135948.750000 Penalty: 4812.213867
	Iteration 42Q: 3 clusters Score -2135949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2135947.500000 Penalty: 4812.213867
	Iteration 43Q: 3 clusters Score -2135948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2135948.750000 Penalty: 4812.213867
	Iteration 44Q: 3 clusters Score -2135949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2135953.250000 Penalty: 4812.213867
	Iteration 45Q: 3 clusters Score -2135953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2135954.500000 Penalty: 4812.213867
	Iteration 46Q: 3 clusters Score -2135954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2135953.000000 Penalty: 4812.213867
	Iteration 47Q: 3 clusters Score -2135953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2135953.750000 Penalty: 4812.213867
	Iteration 48Q: 3 clusters Score -2135954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2135952.000000 Penalty: 4812.213867
	Iteration 49Q: 3 clusters Score -2135952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2135953.000000 Penalty: 4812.213867
	Iteration 50Q: 3 clusters Score -2135953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2135952.750000 Penalty: 4812.213867
	Iteration 51Q: 3 clusters Score -2135953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2135952.750000 Penalty: 4812.213867
	Iteration 52F: 3 clusters Score -2135953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (225592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225592 members 
Entering Unmasked Estep 
Score: -30253162.000000 Penalty: 3056.968018
	Iteration 0F: 2 clusters Score -3.025316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -30133764.000000 Penalty: 6113.936035
	Iteration 0F: 3 clusters Score -3.013376e+07 nChanged 108725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -30196316.000000 Penalty: 6113.936035
	Iteration 1F: 3 clusters Score -3.019632e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -30197268.000000 Penalty: 6113.936035
	Iteration 2Q: 3 clusters Score -3.019727e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -30198392.000000 Penalty: 6113.936035
	Iteration 3Q: 3 clusters Score -3.019839e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -30199350.000000 Penalty: 6113.936035
	Iteration 4Q: 3 clusters Score -3.019935e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -30200682.000000 Penalty: 6113.936035
	Iteration 5Q: 3 clusters Score -3.020068e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -30202664.000000 Penalty: 6113.936035
	Iteration 6Q: 3 clusters Score -3.020266e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 109586 members 
Entering Unmasked Estep 
Score: -30205640.000000 Penalty: 6113.936035
	Iteration 7Q: 3 clusters Score -3.020564e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -30209522.000000 Penalty: 6113.936035
	Iteration 8Q: 3 clusters Score -3.020952e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -30215600.000000 Penalty: 6113.936035
	Iteration 9Q: 3 clusters Score -3.02156e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -30224864.000000 Penalty: 6113.936035
	Iteration 10F: 3 clusters Score -3.022486e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -30236206.000000 Penalty: 6113.936035
	Iteration 11F: 3 clusters Score -3.023621e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -30243588.000000 Penalty: 6113.936035
	Iteration 12F: 3 clusters Score -3.024359e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126457 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -30246516.000000 Penalty: 6113.936035
	Iteration 13Q: 3 clusters Score -3.024652e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -30247280.000000 Penalty: 6113.936035
	Iteration 14Q: 3 clusters Score -3.024728e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -30247582.000000 Penalty: 6113.936035
	Iteration 15Q: 3 clusters Score -3.024758e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -30247884.000000 Penalty: 6113.936035
	Iteration 16Q: 3 clusters Score -3.024788e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -30248124.000000 Penalty: 6113.936035
	Iteration 17Q: 3 clusters Score -3.024812e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -30248292.000000 Penalty: 6113.936035
	Iteration 18Q: 3 clusters Score -3.024829e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -30248622.000000 Penalty: 6113.936035
	Iteration 19Q: 3 clusters Score -3.024862e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131518 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -30248878.000000 Penalty: 6113.936035
	Iteration 20F: 3 clusters Score -3.024888e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132179 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -30249152.000000 Penalty: 6113.936035
	Iteration 21Q: 3 clusters Score -3.024915e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132840 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -30249672.000000 Penalty: 6113.936035
	Iteration 22Q: 3 clusters Score -3.024967e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133493 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -30250126.000000 Penalty: 6113.936035
	Iteration 23Q: 3 clusters Score -3.025013e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -30250446.000000 Penalty: 6113.936035
	Iteration 24Q: 3 clusters Score -3.025045e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -30250600.000000 Penalty: 6113.936035
	Iteration 25Q: 3 clusters Score -3.02506e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135421 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -30250826.000000 Penalty: 6113.936035
	Iteration 26Q: 3 clusters Score -3.025083e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136068 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -30251128.000000 Penalty: 6113.936035
	Iteration 27Q: 3 clusters Score -3.025113e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -30251478.000000 Penalty: 6113.936035
	Iteration 28Q: 3 clusters Score -3.025148e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -30251680.000000 Penalty: 6113.936035
	Iteration 29Q: 3 clusters Score -3.025168e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137950 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -30251864.000000 Penalty: 6113.936035
	Iteration 30Q: 3 clusters Score -3.025186e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -30252112.000000 Penalty: 6113.936035
	Iteration 31Q: 3 clusters Score -3.025211e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138925 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -30252338.000000 Penalty: 6113.936035
	Iteration 32Q: 3 clusters Score -3.025234e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -30252502.000000 Penalty: 6113.936035
	Iteration 33Q: 3 clusters Score -3.02525e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -30252644.000000 Penalty: 6113.936035
	Iteration 34Q: 3 clusters Score -3.025264e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -30252704.000000 Penalty: 6113.936035
	Iteration 35Q: 3 clusters Score -3.02527e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -30252816.000000 Penalty: 6113.936035
	Iteration 36Q: 3 clusters Score -3.025282e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -30252826.000000 Penalty: 6113.936035
	Iteration 37Q: 3 clusters Score -3.025283e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -30252876.000000 Penalty: 6113.936035
	Iteration 38Q: 3 clusters Score -3.025288e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -30252798.000000 Penalty: 6113.936035
	Iteration 39Q: 3 clusters Score -3.02528e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141024 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -30252742.000000 Penalty: 6113.936035
	Iteration 40F: 3 clusters Score -3.025274e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -30252736.000000 Penalty: 6113.936035
	Iteration 41Q: 3 clusters Score -3.025274e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -30252742.000000 Penalty: 6113.936035
	Iteration 42Q: 3 clusters Score -3.025274e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -30252856.000000 Penalty: 6113.936035
	Iteration 43Q: 3 clusters Score -3.025286e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -30252810.000000 Penalty: 6113.936035
	Iteration 44Q: 3 clusters Score -3.025281e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -30252872.000000 Penalty: 6113.936035
	Iteration 45Q: 3 clusters Score -3.025287e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -30252810.000000 Penalty: 6113.936035
	Iteration 46Q: 3 clusters Score -3.025281e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141797 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -30252794.000000 Penalty: 6113.936035
	Iteration 47Q: 3 clusters Score -3.025279e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -30252848.000000 Penalty: 6113.936035
	Iteration 48Q: 3 clusters Score -3.025285e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -30252852.000000 Penalty: 6113.936035
	Iteration 49Q: 3 clusters Score -3.025285e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -30252864.000000 Penalty: 6113.936035
	Iteration 50Q: 3 clusters Score -3.025286e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -30252920.000000 Penalty: 6113.936035
	Iteration 51Q: 3 clusters Score -3.025292e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -30252928.000000 Penalty: 6113.936035
	Iteration 52Q: 3 clusters Score -3.025293e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141930 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -30252998.000000 Penalty: 6113.936035
	Iteration 53Q: 3 clusters Score -3.0253e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -30253056.000000 Penalty: 6113.936035
	Iteration 54Q: 3 clusters Score -3.025306e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -30253084.000000 Penalty: 6113.936035
	Iteration 55Q: 3 clusters Score -3.025308e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -30253052.000000 Penalty: 6113.936035
	Iteration 56Q: 3 clusters Score -3.025305e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141894 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -30253050.000000 Penalty: 6113.936035
	Iteration 57Q: 3 clusters Score -3.025305e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -30253064.000000 Penalty: 6113.936035
	Iteration 58Q: 3 clusters Score -3.025306e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -30253090.000000 Penalty: 6113.936035
	Iteration 59Q: 3 clusters Score -3.025309e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -30253110.000000 Penalty: 6113.936035
	Iteration 60F: 3 clusters Score -3.025311e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141768 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -30253116.000000 Penalty: 6113.936035
	Iteration 61Q: 3 clusters Score -3.025312e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -30253112.000000 Penalty: 6113.936035
	Iteration 62Q: 3 clusters Score -3.025311e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141735 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -30253094.000000 Penalty: 6113.936035
	Iteration 63Q: 3 clusters Score -3.025309e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -30253070.000000 Penalty: 6113.936035
	Iteration 64Q: 3 clusters Score -3.025307e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -30253070.000000 Penalty: 6113.936035
	Iteration 65Q: 3 clusters Score -3.025307e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -30253086.000000 Penalty: 6113.936035
	Iteration 66Q: 3 clusters Score -3.025309e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -30253086.000000 Penalty: 6113.936035
	Iteration 67Q: 3 clusters Score -3.025309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -30253132.000000 Penalty: 6113.936035
	Iteration 68Q: 3 clusters Score -3.025313e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -30253144.000000 Penalty: 6113.936035
	Iteration 69Q: 3 clusters Score -3.025314e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -30253146.000000 Penalty: 6113.936035
	Iteration 70Q: 3 clusters Score -3.025315e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -30253170.000000 Penalty: 6113.936035
	Iteration 71Q: 3 clusters Score -3.025317e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141486 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -30253168.000000 Penalty: 6113.936035
	Iteration 72Q: 3 clusters Score -3.025317e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141439 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -30253164.000000 Penalty: 6113.936035
	Iteration 73Q: 3 clusters Score -3.025316e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -30253178.000000 Penalty: 6113.936035
	Iteration 74Q: 3 clusters Score -3.025318e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -30253178.000000 Penalty: 6113.936035
	Iteration 75Q: 3 clusters Score -3.025318e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141344 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -30253192.000000 Penalty: 6113.936035
	Iteration 76Q: 3 clusters Score -3.025319e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141311 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -30253172.000000 Penalty: 6113.936035
	Iteration 77Q: 3 clusters Score -3.025317e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -30253160.000000 Penalty: 6113.936035
	Iteration 78Q: 3 clusters Score -3.025316e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -30253170.000000 Penalty: 6113.936035
	Iteration 79Q: 3 clusters Score -3.025317e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -30253158.000000 Penalty: 6113.936035
	Iteration 80F: 3 clusters Score -3.025316e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -30253132.000000 Penalty: 6113.936035
	Iteration 81Q: 3 clusters Score -3.025313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -30253130.000000 Penalty: 6113.936035
	Iteration 82Q: 3 clusters Score -3.025313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -30253124.000000 Penalty: 6113.936035
	Iteration 83Q: 3 clusters Score -3.025312e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -30253076.000000 Penalty: 6113.936035
	Iteration 84Q: 3 clusters Score -3.025308e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140780 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -30253094.000000 Penalty: 6113.936035
	Iteration 85Q: 3 clusters Score -3.025309e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140727 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -30253134.000000 Penalty: 6113.936035
	Iteration 86Q: 3 clusters Score -3.025313e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -30253120.000000 Penalty: 6113.936035
	Iteration 87Q: 3 clusters Score -3.025312e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140600 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -30253130.000000 Penalty: 6113.936035
	Iteration 88Q: 3 clusters Score -3.025313e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -30253128.000000 Penalty: 6113.936035
	Iteration 89Q: 3 clusters Score -3.025313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -30253090.000000 Penalty: 6113.936035
	Iteration 90Q: 3 clusters Score -3.025309e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140426 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -30253072.000000 Penalty: 6113.936035
	Iteration 91Q: 3 clusters Score -3.025307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -30253086.000000 Penalty: 6113.936035
	Iteration 92Q: 3 clusters Score -3.025309e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140329 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -30253102.000000 Penalty: 6113.936035
	Iteration 93Q: 3 clusters Score -3.02531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -30253098.000000 Penalty: 6113.936035
	Iteration 94Q: 3 clusters Score -3.02531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -30253098.000000 Penalty: 6113.936035
	Iteration 95Q: 3 clusters Score -3.02531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -30253106.000000 Penalty: 6113.936035
	Iteration 96Q: 3 clusters Score -3.025311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -30253108.000000 Penalty: 6113.936035
	Iteration 97Q: 3 clusters Score -3.025311e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140025 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -30253122.000000 Penalty: 6113.936035
	Iteration 98Q: 3 clusters Score -3.025312e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -30253110.000000 Penalty: 6113.936035
	Iteration 99Q: 3 clusters Score -3.025311e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139854 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -30253120.000000 Penalty: 6113.936035
	Iteration 100F: 3 clusters Score -3.025312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -30253088.000000 Penalty: 6113.936035
	Iteration 101Q: 3 clusters Score -3.025309e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139702 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -30253088.000000 Penalty: 6113.936035
	Iteration 102Q: 3 clusters Score -3.025309e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -30253100.000000 Penalty: 6113.936035
	Iteration 103Q: 3 clusters Score -3.02531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -30253088.000000 Penalty: 6113.936035
	Iteration 104Q: 3 clusters Score -3.025309e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -30253102.000000 Penalty: 6113.936035
	Iteration 105Q: 3 clusters Score -3.02531e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -30253078.000000 Penalty: 6113.936035
	Iteration 106Q: 3 clusters Score -3.025308e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -30253070.000000 Penalty: 6113.936035
	Iteration 107Q: 3 clusters Score -3.025307e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139281 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -30253036.000000 Penalty: 6113.936035
	Iteration 108Q: 3 clusters Score -3.025304e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -30253026.000000 Penalty: 6113.936035
	Iteration 109Q: 3 clusters Score -3.025303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139136 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -30253028.000000 Penalty: 6113.936035
	Iteration 110Q: 3 clusters Score -3.025303e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -30253004.000000 Penalty: 6113.936035
	Iteration 111Q: 3 clusters Score -3.0253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -30252998.000000 Penalty: 6113.936035
	Iteration 112Q: 3 clusters Score -3.0253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -30252994.000000 Penalty: 6113.936035
	Iteration 113Q: 3 clusters Score -3.025299e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138915 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -30252998.000000 Penalty: 6113.936035
	Iteration 114Q: 3 clusters Score -3.0253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138870 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -30253010.000000 Penalty: 6113.936035
	Iteration 115Q: 3 clusters Score -3.025301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138825 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -30253066.000000 Penalty: 6113.936035
	Iteration 116Q: 3 clusters Score -3.025307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138769 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -30253080.000000 Penalty: 6113.936035
	Iteration 117Q: 3 clusters Score -3.025308e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -30253030.000000 Penalty: 6113.936035
	Iteration 118Q: 3 clusters Score -3.025303e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -30253038.000000 Penalty: 6113.936035
	Iteration 119Q: 3 clusters Score -3.025304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -30253032.000000 Penalty: 6113.936035
	Iteration 120F: 3 clusters Score -3.025303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138561 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -30253018.000000 Penalty: 6113.936035
	Iteration 121Q: 3 clusters Score -3.025302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138521 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -30253016.000000 Penalty: 6113.936035
	Iteration 122Q: 3 clusters Score -3.025302e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -30253016.000000 Penalty: 6113.936035
	Iteration 123Q: 3 clusters Score -3.025302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -30253028.000000 Penalty: 6113.936035
	Iteration 124Q: 3 clusters Score -3.025303e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138409 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -30253040.000000 Penalty: 6113.936035
	Iteration 125Q: 3 clusters Score -3.025304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -30253048.000000 Penalty: 6113.936035
	Iteration 126Q: 3 clusters Score -3.025305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -30253032.000000 Penalty: 6113.936035
	Iteration 127Q: 3 clusters Score -3.025303e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -30253044.000000 Penalty: 6113.936035
	Iteration 128Q: 3 clusters Score -3.025304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -30253048.000000 Penalty: 6113.936035
	Iteration 129Q: 3 clusters Score -3.025305e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -30253076.000000 Penalty: 6113.936035
	Iteration 130Q: 3 clusters Score -3.025308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138125 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -30253104.000000 Penalty: 6113.936035
	Iteration 131Q: 3 clusters Score -3.02531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -30253164.000000 Penalty: 6113.936035
	Iteration 132Q: 3 clusters Score -3.025316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -30253170.000000 Penalty: 6113.936035
	Iteration 133Q: 3 clusters Score -3.025317e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137945 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -30253174.000000 Penalty: 6113.936035
	Iteration 134Q: 3 clusters Score -3.025317e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -30253162.000000 Penalty: 6113.936035
	Iteration 135Q: 3 clusters Score -3.025316e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -30253190.000000 Penalty: 6113.936035
	Iteration 136Q: 3 clusters Score -3.025319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -30253198.000000 Penalty: 6113.936035
	Iteration 137Q: 3 clusters Score -3.02532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137749 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -30253220.000000 Penalty: 6113.936035
	Iteration 138Q: 3 clusters Score -3.025322e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137709 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -30253202.000000 Penalty: 6113.936035
	Iteration 139Q: 3 clusters Score -3.02532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137672 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -30253200.000000 Penalty: 6113.936035
	Iteration 140F: 3 clusters Score -3.02532e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -30253214.000000 Penalty: 6113.936035
	Iteration 141Q: 3 clusters Score -3.025321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137604 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -30253204.000000 Penalty: 6113.936035
	Iteration 142Q: 3 clusters Score -3.02532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137575 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -30253250.000000 Penalty: 6113.936035
	Iteration 143Q: 3 clusters Score -3.025325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -30253254.000000 Penalty: 6113.936035
	Iteration 144Q: 3 clusters Score -3.025325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137532 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -30253250.000000 Penalty: 6113.936035
	Iteration 145Q: 3 clusters Score -3.025325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -30253282.000000 Penalty: 6113.936035
	Iteration 146Q: 3 clusters Score -3.025328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -30253258.000000 Penalty: 6113.936035
	Iteration 147Q: 3 clusters Score -3.025326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -30253268.000000 Penalty: 6113.936035
	Iteration 148Q: 3 clusters Score -3.025327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -30253252.000000 Penalty: 6113.936035
	Iteration 149Q: 3 clusters Score -3.025325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -30253262.000000 Penalty: 6113.936035
	Iteration 150Q: 3 clusters Score -3.025326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -30253256.000000 Penalty: 6113.936035
	Iteration 151Q: 3 clusters Score -3.025326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -30253280.000000 Penalty: 6113.936035
	Iteration 152Q: 3 clusters Score -3.025328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137422 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -30253266.000000 Penalty: 6113.936035
	Iteration 153Q: 3 clusters Score -3.025327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -30253266.000000 Penalty: 6113.936035
	Iteration 154Q: 3 clusters Score -3.025327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -30253276.000000 Penalty: 6113.936035
	Iteration 155Q: 3 clusters Score -3.025328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -30253276.000000 Penalty: 6113.936035
	Iteration 156Q: 3 clusters Score -3.025328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -30253274.000000 Penalty: 6113.936035
	Iteration 157Q: 3 clusters Score -3.025327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -30253264.000000 Penalty: 6113.936035
	Iteration 158Q: 3 clusters Score -3.025326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -30253260.000000 Penalty: 6113.936035
	Iteration 159Q: 3 clusters Score -3.025326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -30253258.000000 Penalty: 6113.936035
	Iteration 160F: 3 clusters Score -3.025326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -30253260.000000 Penalty: 6113.936035
	Iteration 161Q: 3 clusters Score -3.025326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -30253270.000000 Penalty: 6113.936035
	Iteration 162Q: 3 clusters Score -3.025327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -30253266.000000 Penalty: 6113.936035
	Iteration 163Q: 3 clusters Score -3.025327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -30253278.000000 Penalty: 6113.936035
	Iteration 164Q: 3 clusters Score -3.025328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -30253292.000000 Penalty: 6113.936035
	Iteration 165Q: 3 clusters Score -3.025329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -30253284.000000 Penalty: 6113.936035
	Iteration 166Q: 3 clusters Score -3.025328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -30253262.000000 Penalty: 6113.936035
	Iteration 167Q: 3 clusters Score -3.025326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -30253258.000000 Penalty: 6113.936035
	Iteration 168Q: 3 clusters Score -3.025326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -30253274.000000 Penalty: 6113.936035
	Iteration 169Q: 3 clusters Score -3.025327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -30253284.000000 Penalty: 6113.936035
	Iteration 170Q: 3 clusters Score -3.025328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137305 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -30253276.000000 Penalty: 6113.936035
	Iteration 171Q: 3 clusters Score -3.025328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -30253286.000000 Penalty: 6113.936035
	Iteration 172Q: 3 clusters Score -3.025329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -30253294.000000 Penalty: 6113.936035
	Iteration 173Q: 3 clusters Score -3.025329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -30253292.000000 Penalty: 6113.936035
	Iteration 174Q: 3 clusters Score -3.025329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137283 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -30253312.000000 Penalty: 6113.936035
	Iteration 175Q: 3 clusters Score -3.025331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -30253314.000000 Penalty: 6113.936035
	Iteration 176Q: 3 clusters Score -3.025331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -30253298.000000 Penalty: 6113.936035
	Iteration 177Q: 3 clusters Score -3.02533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -30253290.000000 Penalty: 6113.936035
	Iteration 178Q: 3 clusters Score -3.025329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -30253298.000000 Penalty: 6113.936035
	Iteration 179Q: 3 clusters Score -3.02533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -30253290.000000 Penalty: 6113.936035
	Iteration 180F: 3 clusters Score -3.025329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -30253308.000000 Penalty: 6113.936035
	Iteration 181Q: 3 clusters Score -3.025331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137270 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -30253316.000000 Penalty: 6113.936035
	Iteration 182Q: 3 clusters Score -3.025332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -30253314.000000 Penalty: 6113.936035
	Iteration 183Q: 3 clusters Score -3.025331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137270 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -30253308.000000 Penalty: 6113.936035
	Iteration 184Q: 3 clusters Score -3.025331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -30253318.000000 Penalty: 6113.936035
	Iteration 185Q: 3 clusters Score -3.025332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -30253300.000000 Penalty: 6113.936035
	Iteration 186Q: 3 clusters Score -3.02533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -30253304.000000 Penalty: 6113.936035
	Iteration 187Q: 3 clusters Score -3.02533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -30253304.000000 Penalty: 6113.936035
	Iteration 188Q: 3 clusters Score -3.02533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -30253292.000000 Penalty: 6113.936035
	Iteration 189Q: 3 clusters Score -3.025329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -30253320.000000 Penalty: 6113.936035
	Iteration 190Q: 3 clusters Score -3.025332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -30253340.000000 Penalty: 6113.936035
	Iteration 191Q: 3 clusters Score -3.025334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137276 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -30253334.000000 Penalty: 6113.936035
	Iteration 192Q: 3 clusters Score -3.025333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -30253332.000000 Penalty: 6113.936035
	Iteration 193Q: 3 clusters Score -3.025333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -30253338.000000 Penalty: 6113.936035
	Iteration 194Q: 3 clusters Score -3.025334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -30253354.000000 Penalty: 6113.936035
	Iteration 195Q: 3 clusters Score -3.025335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -30253356.000000 Penalty: 6113.936035
	Iteration 196Q: 3 clusters Score -3.025336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -30253360.000000 Penalty: 6113.936035
	Iteration 197Q: 3 clusters Score -3.025336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -30253376.000000 Penalty: 6113.936035
	Iteration 198Q: 3 clusters Score -3.025338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -30253362.000000 Penalty: 6113.936035
	Iteration 199Q: 3 clusters Score -3.025336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -30253378.000000 Penalty: 6113.936035
	Iteration 200F: 3 clusters Score -3.025338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -30253362.000000 Penalty: 6113.936035
	Iteration 201Q: 3 clusters Score -3.025336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -30253364.000000 Penalty: 6113.936035
	Iteration 202Q: 3 clusters Score -3.025336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -30253374.000000 Penalty: 6113.936035
	Iteration 203Q: 3 clusters Score -3.025337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -30253362.000000 Penalty: 6113.936035
	Iteration 204Q: 3 clusters Score -3.025336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -30253362.000000 Penalty: 6113.936035
	Iteration 205F: 3 clusters Score -3.025336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 144972 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 137262 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 40657 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 135176 members 
Mstep: Class 17 contains 68403 members 
Mstep: Class 18 contains 201880 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 114346 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 88330 members 
Entering Unmasked Estep 
Score: -181037968.000000 Penalty: 91274.054688
Splitting cluster 7 changes total score from -181034768.000000 to -181037968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -758922.062500 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -758922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -753952.625000 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -753952.6 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -755277.937500 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -755277.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -755579.250000 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -755579.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -755797.750000 Penalty: 4291.948242
	Iteration 3F: 3 clusters Score -755797.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -755942.687500 Penalty: 4291.948242
	Iteration 4Q: 3 clusters Score -755942.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -756044.375000 Penalty: 4291.948242
	Iteration 5Q: 3 clusters Score -756044.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -756125.937500 Penalty: 4291.948242
	Iteration 6Q: 3 clusters Score -756125.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -756202.437500 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -756202.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -756283.375000 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -756283.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -756354.812500 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -756354.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -756415.937500 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -756415.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -756491.187500 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -756491.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -756554.937500 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -756554.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -756609.187500 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -756609.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -756662.437500 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -756662.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -756716.875000 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -756716.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -756778.625000 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -756778.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -756840.312500 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -756840.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -756887.187500 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -756887.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -756930.500000 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -756930.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -756976.625000 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -756976.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -757020.187500 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -757020.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -757070.375000 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -757070.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -757124.687500 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -757124.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -757192.875000 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -757192.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -757264.687500 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -757264.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -757330.875000 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -757330.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -757400.750000 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -757400.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -757462.687500 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -757462.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -757513.562500 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -757513.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -757557.312500 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -757557.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -757591.062500 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -757591.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -757622.250000 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -757622.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -757661.812500 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -757661.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -757702.562500 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -757702.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -757745.687500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -757745.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -757776.812500 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -757776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -757800.875000 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -757800.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -757820.687500 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -757820.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -757840.125000 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -757840.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -757855.937500 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -757855.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -757873.875000 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -757873.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -757887.125000 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -757887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -757898.687500 Penalty: 4291.948242
	Iteration 43Q: 3 clusters Score -757898.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -757907.375000 Penalty: 4291.948242
	Iteration 44Q: 3 clusters Score -757907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -757912.375000 Penalty: 4291.948242
	Iteration 45Q: 3 clusters Score -757912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -757916.750000 Penalty: 4291.948242
	Iteration 46Q: 3 clusters Score -757916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -757926.625000 Penalty: 4291.948242
	Iteration 47Q: 3 clusters Score -757926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -757931.437500 Penalty: 4291.948242
	Iteration 48Q: 3 clusters Score -757931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -757934.187500 Penalty: 4291.948242
	Iteration 49Q: 3 clusters Score -757934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -757935.625000 Penalty: 4291.948242
	Iteration 50Q: 3 clusters Score -757935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -757937.875000 Penalty: 4291.948242
	Iteration 51Q: 3 clusters Score -757937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -757940.125000 Penalty: 4291.948242
	Iteration 52Q: 3 clusters Score -757940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -757946.750000 Penalty: 4291.948242
	Iteration 53Q: 3 clusters Score -757946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -757949.375000 Penalty: 4291.948242
	Iteration 54Q: 3 clusters Score -757949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -757952.437500 Penalty: 4291.948242
	Iteration 55Q: 3 clusters Score -757952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -757956.875000 Penalty: 4291.948242
	Iteration 56Q: 3 clusters Score -757956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -757962.812500 Penalty: 4291.948242
	Iteration 57Q: 3 clusters Score -757962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -757967.062500 Penalty: 4291.948242
	Iteration 58Q: 3 clusters Score -757967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -757972.500000 Penalty: 4291.948242
	Iteration 59Q: 3 clusters Score -757972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -757979.250000 Penalty: 4291.948242
	Iteration 60F: 3 clusters Score -757979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -757979.625000 Penalty: 4291.948242
	Iteration 61Q: 3 clusters Score -757979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -757982.937500 Penalty: 4291.948242
	Iteration 62Q: 3 clusters Score -757982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -757981.750000 Penalty: 4291.948242
	Iteration 63Q: 3 clusters Score -757981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -757981.750000 Penalty: 4291.948242
	Iteration 64F: 3 clusters Score -757981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Entering Unmasked Estep 
Score: -1850031.250000 Penalty: 2371.214600
	Iteration 0F: 2 clusters Score -1850031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1839679.875000 Penalty: 4742.429199
	Iteration 0F: 3 clusters Score -1839680 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1843128.500000 Penalty: 4742.429199
	Iteration 1F: 3 clusters Score -1843128 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1843778.500000 Penalty: 4742.429199
	Iteration 2F: 3 clusters Score -1843778 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1844305.375000 Penalty: 4742.429199
	Iteration 3F: 3 clusters Score -1844305 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1844718.375000 Penalty: 4742.429199
	Iteration 4F: 3 clusters Score -1844718 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1845096.625000 Penalty: 4742.429199
	Iteration 5F: 3 clusters Score -1845097 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1845495.625000 Penalty: 4742.429199
	Iteration 6F: 3 clusters Score -1845496 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1845997.250000 Penalty: 4742.429199
	Iteration 7F: 3 clusters Score -1845997 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1846526.250000 Penalty: 4742.429199
	Iteration 8F: 3 clusters Score -1846526 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1847050.750000 Penalty: 4742.429199
	Iteration 9F: 3 clusters Score -1847051 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1847586.750000 Penalty: 4742.429199
	Iteration 10F: 3 clusters Score -1847587 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1848025.000000 Penalty: 4742.429199
	Iteration 11Q: 3 clusters Score -1848025 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1848321.500000 Penalty: 4742.429199
	Iteration 12Q: 3 clusters Score -1848322 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1848558.375000 Penalty: 4742.429199
	Iteration 13Q: 3 clusters Score -1848558 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1848747.500000 Penalty: 4742.429199
	Iteration 14Q: 3 clusters Score -1848748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1848879.625000 Penalty: 4742.429199
	Iteration 15Q: 3 clusters Score -1848880 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1848991.625000 Penalty: 4742.429199
	Iteration 16Q: 3 clusters Score -1848992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1849072.875000 Penalty: 4742.429199
	Iteration 17Q: 3 clusters Score -1849073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1849123.625000 Penalty: 4742.429199
	Iteration 18Q: 3 clusters Score -1849124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1849156.500000 Penalty: 4742.429199
	Iteration 19Q: 3 clusters Score -1849156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1849171.250000 Penalty: 4742.429199
	Iteration 20F: 3 clusters Score -1849171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1849194.500000 Penalty: 4742.429199
	Iteration 21Q: 3 clusters Score -1849194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1849213.625000 Penalty: 4742.429199
	Iteration 22Q: 3 clusters Score -1849214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1849224.500000 Penalty: 4742.429199
	Iteration 23Q: 3 clusters Score -1849224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1849231.000000 Penalty: 4742.429199
	Iteration 24Q: 3 clusters Score -1849231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1849237.000000 Penalty: 4742.429199
	Iteration 25Q: 3 clusters Score -1849237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1849238.125000 Penalty: 4742.429199
	Iteration 26Q: 3 clusters Score -1849238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1849245.250000 Penalty: 4742.429199
	Iteration 27Q: 3 clusters Score -1849245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1849242.250000 Penalty: 4742.429199
	Iteration 28Q: 3 clusters Score -1849242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1849241.500000 Penalty: 4742.429199
	Iteration 29Q: 3 clusters Score -1849242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1849245.500000 Penalty: 4742.429199
	Iteration 30Q: 3 clusters Score -1849246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1849247.250000 Penalty: 4742.429199
	Iteration 31Q: 3 clusters Score -1849247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1849249.625000 Penalty: 4742.429199
	Iteration 32Q: 3 clusters Score -1849250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1849253.625000 Penalty: 4742.429199
	Iteration 33Q: 3 clusters Score -1849254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1849253.000000 Penalty: 4742.429199
	Iteration 34Q: 3 clusters Score -1849253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1849251.875000 Penalty: 4742.429199
	Iteration 35Q: 3 clusters Score -1849252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1849252.500000 Penalty: 4742.429199
	Iteration 36Q: 3 clusters Score -1849252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1849253.000000 Penalty: 4742.429199
	Iteration 37Q: 3 clusters Score -1849253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1849253.000000 Penalty: 4742.429199
	Iteration 38F: 3 clusters Score -1849253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -531653.750000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -531653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -527853.625000 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -527853.6 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -528668.250000 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -528668.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -528849.125000 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -528849.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -528946.312500 Penalty: 4103.321777
	Iteration 3Q: 3 clusters Score -528946.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529017.250000 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -529017.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -529069.500000 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -529069.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -529108.937500 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -529108.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -529141.687500 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -529141.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -529179.500000 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -529179.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -529214.687500 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -529214.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -529237.062500 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -529237.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529262.000000 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -529262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -529282.562500 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -529282.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -529301.937500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -529301.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -529319.250000 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -529319.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -529328.062500 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -529328.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -529336.312500 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -529336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529345.062500 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -529345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529354.125000 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -529354.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529362.750000 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -529362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -529369.812500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -529369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -529375.437500 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -529375.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -529382.375000 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -529382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -529389.375000 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -529389.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -529395.562500 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -529395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -529401.062500 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -529401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529406.812500 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -529406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -529411.625000 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -529411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -529416.125000 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -529416.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -529422.812500 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -529422.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -529432.312500 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -529432.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -529440.375000 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -529440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -529444.750000 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -529444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -529452.500000 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -529452.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -529461.250000 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -529461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529468.625000 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -529468.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529474.062500 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -529474.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529483.062500 Penalty: 4103.321777
	Iteration 37Q: 3 clusters Score -529483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -529487.562500 Penalty: 4103.321777
	Iteration 38Q: 3 clusters Score -529487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -529492.437500 Penalty: 4103.321777
	Iteration 39Q: 3 clusters Score -529492.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -529495.625000 Penalty: 4103.321777
	Iteration 40F: 3 clusters Score -529495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -529496.625000 Penalty: 4103.321777
	Iteration 41Q: 3 clusters Score -529496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -529498.875000 Penalty: 4103.321777
	Iteration 42Q: 3 clusters Score -529498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -529500.125000 Penalty: 4103.321777
	Iteration 43Q: 3 clusters Score -529500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -529500.500000 Penalty: 4103.321777
	Iteration 44Q: 3 clusters Score -529500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -529502.937500 Penalty: 4103.321777
	Iteration 45Q: 3 clusters Score -529502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -529504.375000 Penalty: 4103.321777
	Iteration 46Q: 3 clusters Score -529504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -529505.187500 Penalty: 4103.321777
	Iteration 47Q: 3 clusters Score -529505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -529506.437500 Penalty: 4103.321777
	Iteration 48Q: 3 clusters Score -529506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -529507.062500 Penalty: 4103.321777
	Iteration 49Q: 3 clusters Score -529507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -529507.750000 Penalty: 4103.321777
	Iteration 50Q: 3 clusters Score -529507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -529508.437500 Penalty: 4103.321777
	Iteration 51Q: 3 clusters Score -529508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -529509.687500 Penalty: 4103.321777
	Iteration 52Q: 3 clusters Score -529509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -529509.937500 Penalty: 4103.321777
	Iteration 53Q: 3 clusters Score -529509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -529509.937500 Penalty: 4103.321777
	Iteration 54F: 3 clusters Score -529509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -162635.984375 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -162636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160586.265625 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -160586.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161090.890625 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -161090.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161481.203125 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -161481.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161931.656250 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -161931.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162284.781250 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -162284.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -162397.984375 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -162398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162488.250000 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -162488.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -162553.375000 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -162553.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -162603.718750 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -162603.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -162646.750000 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -162646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -162671.562500 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -162671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -162685.875000 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -162685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162704.812500 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -162704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162722.046875 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -162722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162741.140625 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -162741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -162756.265625 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -162756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -162768.296875 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -162768.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -162778.531250 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -162778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162788.656250 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -162788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162792.578125 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -162792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -162798.875000 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -162798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -162803.843750 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -162803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -162814.515625 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -162814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162824.062500 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -162824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -162827.031250 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -162827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162828.921875 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -162828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162829.687500 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -162829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162829.687500 Penalty: 3552.549072
	Iteration 27F: 3 clusters Score -162829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 144972 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 137262 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 40657 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 135176 members 
Mstep: Class 17 contains 68403 members 
Mstep: Class 18 contains 201880 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 114346 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 88330 members 
Mstep: Class 27 contains 912 members 
Entering Unmasked Estep 
Score: -181036480.000000 Penalty: 94784.593750
Splitting cluster 11 changes total score from -181034768.000000 to -181036480.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1226099.125000 Penalty: 2265.552979
	Iteration 0F: 2 clusters Score -1226099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1218939.250000 Penalty: 4531.105957
	Iteration 0F: 3 clusters Score -1218939 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1221015.875000 Penalty: 4531.105957
	Iteration 1F: 3 clusters Score -1221016 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1221365.250000 Penalty: 4531.105957
	Iteration 2F: 3 clusters Score -1221365 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1221661.125000 Penalty: 4531.105957
	Iteration 3F: 3 clusters Score -1221661 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1221967.000000 Penalty: 4531.105957
	Iteration 4F: 3 clusters Score -1221967 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1222321.250000 Penalty: 4531.105957
	Iteration 5F: 3 clusters Score -1222321 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1222802.250000 Penalty: 4531.105957
	Iteration 6F: 3 clusters Score -1222802 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1223351.000000 Penalty: 4531.105957
	Iteration 7F: 3 clusters Score -1223351 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1223816.875000 Penalty: 4531.105957
	Iteration 8F: 3 clusters Score -1223817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1224117.500000 Penalty: 4531.105957
	Iteration 9Q: 3 clusters Score -1224118 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1224297.000000 Penalty: 4531.105957
	Iteration 10Q: 3 clusters Score -1224297 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1224400.750000 Penalty: 4531.105957
	Iteration 11Q: 3 clusters Score -1224401 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1224447.250000 Penalty: 4531.105957
	Iteration 12Q: 3 clusters Score -1224447 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1224474.625000 Penalty: 4531.105957
	Iteration 13Q: 3 clusters Score -1224475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1224493.750000 Penalty: 4531.105957
	Iteration 14Q: 3 clusters Score -1224494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1224499.625000 Penalty: 4531.105957
	Iteration 15Q: 3 clusters Score -1224500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1224507.875000 Penalty: 4531.105957
	Iteration 16Q: 3 clusters Score -1224508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1224516.250000 Penalty: 4531.105957
	Iteration 17Q: 3 clusters Score -1224516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1224522.500000 Penalty: 4531.105957
	Iteration 18Q: 3 clusters Score -1224522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1224527.375000 Penalty: 4531.105957
	Iteration 19Q: 3 clusters Score -1224527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1224526.750000 Penalty: 4531.105957
	Iteration 20F: 3 clusters Score -1224527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1224531.250000 Penalty: 4531.105957
	Iteration 21Q: 3 clusters Score -1224531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1224530.500000 Penalty: 4531.105957
	Iteration 22Q: 3 clusters Score -1224530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1224531.250000 Penalty: 4531.105957
	Iteration 23Q: 3 clusters Score -1224531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1224535.625000 Penalty: 4531.105957
	Iteration 24Q: 3 clusters Score -1224536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1224534.875000 Penalty: 4531.105957
	Iteration 25Q: 3 clusters Score -1224535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1224534.875000 Penalty: 4531.105957
	Iteration 26F: 3 clusters Score -1224535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -924547.375000 Penalty: 2209.758301
	Iteration 0F: 2 clusters Score -924547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -918465.750000 Penalty: 4419.516602
	Iteration 0F: 3 clusters Score -918465.8 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -920170.750000 Penalty: 4419.516602
	Iteration 1F: 3 clusters Score -920170.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -920519.000000 Penalty: 4419.516602
	Iteration 2F: 3 clusters Score -920519 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -920780.062500 Penalty: 4419.516602
	Iteration 3F: 3 clusters Score -920780.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -921020.687500 Penalty: 4419.516602
	Iteration 4Q: 3 clusters Score -921020.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -921252.437500 Penalty: 4419.516602
	Iteration 5Q: 3 clusters Score -921252.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -921482.937500 Penalty: 4419.516602
	Iteration 6Q: 3 clusters Score -921482.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -921717.750000 Penalty: 4419.516602
	Iteration 7Q: 3 clusters Score -921717.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -921964.375000 Penalty: 4419.516602
	Iteration 8Q: 3 clusters Score -921964.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -922179.687500 Penalty: 4419.516602
	Iteration 9Q: 3 clusters Score -922179.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -922347.250000 Penalty: 4419.516602
	Iteration 10Q: 3 clusters Score -922347.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -922481.562500 Penalty: 4419.516602
	Iteration 11Q: 3 clusters Score -922481.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -922588.750000 Penalty: 4419.516602
	Iteration 12Q: 3 clusters Score -922588.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -922673.625000 Penalty: 4419.516602
	Iteration 13Q: 3 clusters Score -922673.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -922746.687500 Penalty: 4419.516602
	Iteration 14Q: 3 clusters Score -922746.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -922807.312500 Penalty: 4419.516602
	Iteration 15Q: 3 clusters Score -922807.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -922841.250000 Penalty: 4419.516602
	Iteration 16Q: 3 clusters Score -922841.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -922874.375000 Penalty: 4419.516602
	Iteration 17Q: 3 clusters Score -922874.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -922900.375000 Penalty: 4419.516602
	Iteration 18Q: 3 clusters Score -922900.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -922923.312500 Penalty: 4419.516602
	Iteration 19Q: 3 clusters Score -922923.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -922934.687500 Penalty: 4419.516602
	Iteration 20F: 3 clusters Score -922934.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -922951.375000 Penalty: 4419.516602
	Iteration 21Q: 3 clusters Score -922951.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -922961.562500 Penalty: 4419.516602
	Iteration 22Q: 3 clusters Score -922961.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -922971.312500 Penalty: 4419.516602
	Iteration 23Q: 3 clusters Score -922971.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -922981.875000 Penalty: 4419.516602
	Iteration 24Q: 3 clusters Score -922981.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -922995.000000 Penalty: 4419.516602
	Iteration 25Q: 3 clusters Score -922995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -923008.750000 Penalty: 4419.516602
	Iteration 26Q: 3 clusters Score -923008.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -923023.312500 Penalty: 4419.516602
	Iteration 27Q: 3 clusters Score -923023.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -923033.625000 Penalty: 4419.516602
	Iteration 28Q: 3 clusters Score -923033.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -923042.125000 Penalty: 4419.516602
	Iteration 29Q: 3 clusters Score -923042.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -923058.312500 Penalty: 4419.516602
	Iteration 30Q: 3 clusters Score -923058.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -923074.187500 Penalty: 4419.516602
	Iteration 31Q: 3 clusters Score -923074.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -923093.750000 Penalty: 4419.516602
	Iteration 32Q: 3 clusters Score -923093.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -923111.562500 Penalty: 4419.516602
	Iteration 33Q: 3 clusters Score -923111.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -923126.625000 Penalty: 4419.516602
	Iteration 34Q: 3 clusters Score -923126.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -923145.687500 Penalty: 4419.516602
	Iteration 35Q: 3 clusters Score -923145.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -923163.312500 Penalty: 4419.516602
	Iteration 36Q: 3 clusters Score -923163.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -923180.937500 Penalty: 4419.516602
	Iteration 37Q: 3 clusters Score -923180.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -923202.812500 Penalty: 4419.516602
	Iteration 38Q: 3 clusters Score -923202.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -923222.312500 Penalty: 4419.516602
	Iteration 39Q: 3 clusters Score -923222.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -923247.500000 Penalty: 4419.516602
	Iteration 40F: 3 clusters Score -923247.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -923261.625000 Penalty: 4419.516602
	Iteration 41Q: 3 clusters Score -923261.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -923272.812500 Penalty: 4419.516602
	Iteration 42Q: 3 clusters Score -923272.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -923287.625000 Penalty: 4419.516602
	Iteration 43Q: 3 clusters Score -923287.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -923302.062500 Penalty: 4419.516602
	Iteration 44Q: 3 clusters Score -923302.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -923316.750000 Penalty: 4419.516602
	Iteration 45Q: 3 clusters Score -923316.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -923329.937500 Penalty: 4419.516602
	Iteration 46Q: 3 clusters Score -923329.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -923343.687500 Penalty: 4419.516602
	Iteration 47Q: 3 clusters Score -923343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -923356.437500 Penalty: 4419.516602
	Iteration 48Q: 3 clusters Score -923356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -923369.625000 Penalty: 4419.516602
	Iteration 49Q: 3 clusters Score -923369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -923380.125000 Penalty: 4419.516602
	Iteration 50Q: 3 clusters Score -923380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -923392.875000 Penalty: 4419.516602
	Iteration 51Q: 3 clusters Score -923392.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -923402.750000 Penalty: 4419.516602
	Iteration 52Q: 3 clusters Score -923402.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -923405.125000 Penalty: 4419.516602
	Iteration 53Q: 3 clusters Score -923405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -923405.625000 Penalty: 4419.516602
	Iteration 54Q: 3 clusters Score -923405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -923406.625000 Penalty: 4419.516602
	Iteration 55Q: 3 clusters Score -923406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -923407.937500 Penalty: 4419.516602
	Iteration 56Q: 3 clusters Score -923407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -923408.687500 Penalty: 4419.516602
	Iteration 57Q: 3 clusters Score -923408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -923409.812500 Penalty: 4419.516602
	Iteration 58Q: 3 clusters Score -923409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -923410.750000 Penalty: 4419.516602
	Iteration 59Q: 3 clusters Score -923410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -923412.812500 Penalty: 4419.516602
	Iteration 60F: 3 clusters Score -923412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -923411.750000 Penalty: 4419.516602
	Iteration 61Q: 3 clusters Score -923411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -923414.062500 Penalty: 4419.516602
	Iteration 62Q: 3 clusters Score -923414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -923415.687500 Penalty: 4419.516602
	Iteration 63Q: 3 clusters Score -923415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -923415.687500 Penalty: 4419.516602
	Iteration 64F: 3 clusters Score -923415.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Entering Unmasked Estep 
Score: -5511888.500000 Penalty: 2632.005859
	Iteration 0F: 2 clusters Score -5511888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -5484324.000000 Penalty: 5264.011719
	Iteration 0F: 3 clusters Score -5484324 nChanged 18768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5494949.000000 Penalty: 5264.011719
	Iteration 1F: 3 clusters Score -5494949 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5495369.500000 Penalty: 5264.011719
	Iteration 2Q: 3 clusters Score -5495370 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -5495747.000000 Penalty: 5264.011719
	Iteration 3Q: 3 clusters Score -5495747 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5496052.500000 Penalty: 5264.011719
	Iteration 4Q: 3 clusters Score -5496052 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5496465.500000 Penalty: 5264.011719
	Iteration 5Q: 3 clusters Score -5496466 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5496868.000000 Penalty: 5264.011719
	Iteration 6Q: 3 clusters Score -5496868 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -5497322.000000 Penalty: 5264.011719
	Iteration 7Q: 3 clusters Score -5497322 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5497963.000000 Penalty: 5264.011719
	Iteration 8Q: 3 clusters Score -5497963 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -5498685.500000 Penalty: 5264.011719
	Iteration 9Q: 3 clusters Score -5498686 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5499576.500000 Penalty: 5264.011719
	Iteration 10Q: 3 clusters Score -5499576 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5500677.000000 Penalty: 5264.011719
	Iteration 11Q: 3 clusters Score -5500677 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5501971.500000 Penalty: 5264.011719
	Iteration 12Q: 3 clusters Score -5501972 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5503113.000000 Penalty: 5264.011719
	Iteration 13Q: 3 clusters Score -5503113 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -5503937.000000 Penalty: 5264.011719
	Iteration 14Q: 3 clusters Score -5503937 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5504431.000000 Penalty: 5264.011719
	Iteration 15Q: 3 clusters Score -5504431 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5504704.500000 Penalty: 5264.011719
	Iteration 16Q: 3 clusters Score -5504704 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5504896.500000 Penalty: 5264.011719
	Iteration 17Q: 3 clusters Score -5504896 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5505088.500000 Penalty: 5264.011719
	Iteration 18Q: 3 clusters Score -5505088 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5505330.000000 Penalty: 5264.011719
	Iteration 19Q: 3 clusters Score -5505330 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5505510.500000 Penalty: 5264.011719
	Iteration 20F: 3 clusters Score -5505510 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5505705.500000 Penalty: 5264.011719
	Iteration 21Q: 3 clusters Score -5505706 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5505933.000000 Penalty: 5264.011719
	Iteration 22Q: 3 clusters Score -5505933 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5506141.500000 Penalty: 5264.011719
	Iteration 23Q: 3 clusters Score -5506142 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -5506285.000000 Penalty: 5264.011719
	Iteration 24Q: 3 clusters Score -5506285 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5506445.500000 Penalty: 5264.011719
	Iteration 25Q: 3 clusters Score -5506446 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5506569.000000 Penalty: 5264.011719
	Iteration 26Q: 3 clusters Score -5506569 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5506662.500000 Penalty: 5264.011719
	Iteration 27Q: 3 clusters Score -5506662 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5506712.000000 Penalty: 5264.011719
	Iteration 28Q: 3 clusters Score -5506712 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -5506740.500000 Penalty: 5264.011719
	Iteration 29Q: 3 clusters Score -5506740 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5506796.000000 Penalty: 5264.011719
	Iteration 30Q: 3 clusters Score -5506796 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -5506845.500000 Penalty: 5264.011719
	Iteration 31Q: 3 clusters Score -5506846 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -5506875.500000 Penalty: 5264.011719
	Iteration 32Q: 3 clusters Score -5506876 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -5506918.000000 Penalty: 5264.011719
	Iteration 33Q: 3 clusters Score -5506918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -5506964.500000 Penalty: 5264.011719
	Iteration 34Q: 3 clusters Score -5506964 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -5506992.500000 Penalty: 5264.011719
	Iteration 35Q: 3 clusters Score -5506992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5506997.500000 Penalty: 5264.011719
	Iteration 36Q: 3 clusters Score -5506998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -5507026.000000 Penalty: 5264.011719
	Iteration 37Q: 3 clusters Score -5507026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5507091.500000 Penalty: 5264.011719
	Iteration 38Q: 3 clusters Score -5507092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5507111.000000 Penalty: 5264.011719
	Iteration 39Q: 3 clusters Score -5507111 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -5507147.500000 Penalty: 5264.011719
	Iteration 40F: 3 clusters Score -5507148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5507193.000000 Penalty: 5264.011719
	Iteration 41Q: 3 clusters Score -5507193 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -5507228.500000 Penalty: 5264.011719
	Iteration 42Q: 3 clusters Score -5507228 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5507282.000000 Penalty: 5264.011719
	Iteration 43Q: 3 clusters Score -5507282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5507307.000000 Penalty: 5264.011719
	Iteration 44Q: 3 clusters Score -5507307 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -5507349.500000 Penalty: 5264.011719
	Iteration 45Q: 3 clusters Score -5507350 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5507369.500000 Penalty: 5264.011719
	Iteration 46Q: 3 clusters Score -5507370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5507396.500000 Penalty: 5264.011719
	Iteration 47Q: 3 clusters Score -5507396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5507428.000000 Penalty: 5264.011719
	Iteration 48Q: 3 clusters Score -5507428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5507490.000000 Penalty: 5264.011719
	Iteration 49Q: 3 clusters Score -5507490 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5507520.500000 Penalty: 5264.011719
	Iteration 50Q: 3 clusters Score -5507520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5507560.000000 Penalty: 5264.011719
	Iteration 51Q: 3 clusters Score -5507560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5507632.500000 Penalty: 5264.011719
	Iteration 52Q: 3 clusters Score -5507632 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5507708.000000 Penalty: 5264.011719
	Iteration 53Q: 3 clusters Score -5507708 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5507763.500000 Penalty: 5264.011719
	Iteration 54Q: 3 clusters Score -5507764 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -5507846.000000 Penalty: 5264.011719
	Iteration 55Q: 3 clusters Score -5507846 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5507909.000000 Penalty: 5264.011719
	Iteration 56Q: 3 clusters Score -5507909 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5508008.000000 Penalty: 5264.011719
	Iteration 57Q: 3 clusters Score -5508008 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5508072.500000 Penalty: 5264.011719
	Iteration 58Q: 3 clusters Score -5508072 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5508146.000000 Penalty: 5264.011719
	Iteration 59Q: 3 clusters Score -5508146 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5508198.000000 Penalty: 5264.011719
	Iteration 60F: 3 clusters Score -5508198 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5508280.000000 Penalty: 5264.011719
	Iteration 61Q: 3 clusters Score -5508280 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5508346.000000 Penalty: 5264.011719
	Iteration 62Q: 3 clusters Score -5508346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5508395.500000 Penalty: 5264.011719
	Iteration 63Q: 3 clusters Score -5508396 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5508473.500000 Penalty: 5264.011719
	Iteration 64Q: 3 clusters Score -5508474 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5508569.500000 Penalty: 5264.011719
	Iteration 65Q: 3 clusters Score -5508570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5508624.000000 Penalty: 5264.011719
	Iteration 66Q: 3 clusters Score -5508624 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5508699.000000 Penalty: 5264.011719
	Iteration 67Q: 3 clusters Score -5508699 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5508762.000000 Penalty: 5264.011719
	Iteration 68Q: 3 clusters Score -5508762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5508855.500000 Penalty: 5264.011719
	Iteration 69Q: 3 clusters Score -5508856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5508902.000000 Penalty: 5264.011719
	Iteration 70Q: 3 clusters Score -5508902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5508967.000000 Penalty: 5264.011719
	Iteration 71Q: 3 clusters Score -5508967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5509029.500000 Penalty: 5264.011719
	Iteration 72Q: 3 clusters Score -5509030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5509080.000000 Penalty: 5264.011719
	Iteration 73Q: 3 clusters Score -5509080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5509144.500000 Penalty: 5264.011719
	Iteration 74Q: 3 clusters Score -5509144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5509181.500000 Penalty: 5264.011719
	Iteration 75Q: 3 clusters Score -5509182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5509213.000000 Penalty: 5264.011719
	Iteration 76Q: 3 clusters Score -5509213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5509246.500000 Penalty: 5264.011719
	Iteration 77Q: 3 clusters Score -5509246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5509259.500000 Penalty: 5264.011719
	Iteration 78Q: 3 clusters Score -5509260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5509285.000000 Penalty: 5264.011719
	Iteration 79Q: 3 clusters Score -5509285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5509307.500000 Penalty: 5264.011719
	Iteration 80F: 3 clusters Score -5509308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5509323.000000 Penalty: 5264.011719
	Iteration 81Q: 3 clusters Score -5509323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5509344.000000 Penalty: 5264.011719
	Iteration 82Q: 3 clusters Score -5509344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5509363.500000 Penalty: 5264.011719
	Iteration 83Q: 3 clusters Score -5509364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5509386.500000 Penalty: 5264.011719
	Iteration 84Q: 3 clusters Score -5509386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5509402.500000 Penalty: 5264.011719
	Iteration 85Q: 3 clusters Score -5509402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5509409.500000 Penalty: 5264.011719
	Iteration 86Q: 3 clusters Score -5509410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5509419.500000 Penalty: 5264.011719
	Iteration 87Q: 3 clusters Score -5509420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5509433.500000 Penalty: 5264.011719
	Iteration 88Q: 3 clusters Score -5509434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5509453.500000 Penalty: 5264.011719
	Iteration 89Q: 3 clusters Score -5509454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5509467.000000 Penalty: 5264.011719
	Iteration 90Q: 3 clusters Score -5509467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5509479.500000 Penalty: 5264.011719
	Iteration 91Q: 3 clusters Score -5509480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5509482.000000 Penalty: 5264.011719
	Iteration 92Q: 3 clusters Score -5509482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5509498.000000 Penalty: 5264.011719
	Iteration 93Q: 3 clusters Score -5509498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5509499.000000 Penalty: 5264.011719
	Iteration 94Q: 3 clusters Score -5509499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5509500.500000 Penalty: 5264.011719
	Iteration 95Q: 3 clusters Score -5509500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5509508.500000 Penalty: 5264.011719
	Iteration 96Q: 3 clusters Score -5509508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5509526.000000 Penalty: 5264.011719
	Iteration 97Q: 3 clusters Score -5509526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5509522.000000 Penalty: 5264.011719
	Iteration 98Q: 3 clusters Score -5509522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5509528.500000 Penalty: 5264.011719
	Iteration 99Q: 3 clusters Score -5509528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5509542.000000 Penalty: 5264.011719
	Iteration 100F: 3 clusters Score -5509542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5509547.000000 Penalty: 5264.011719
	Iteration 101Q: 3 clusters Score -5509547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5509548.000000 Penalty: 5264.011719
	Iteration 102Q: 3 clusters Score -5509548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5509552.000000 Penalty: 5264.011719
	Iteration 103Q: 3 clusters Score -5509552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5509556.500000 Penalty: 5264.011719
	Iteration 104Q: 3 clusters Score -5509556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5509568.500000 Penalty: 5264.011719
	Iteration 105Q: 3 clusters Score -5509568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5509576.000000 Penalty: 5264.011719
	Iteration 106Q: 3 clusters Score -5509576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5509577.500000 Penalty: 5264.011719
	Iteration 107Q: 3 clusters Score -5509578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5509571.000000 Penalty: 5264.011719
	Iteration 108Q: 3 clusters Score -5509571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5509573.000000 Penalty: 5264.011719
	Iteration 109Q: 3 clusters Score -5509573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5509578.500000 Penalty: 5264.011719
	Iteration 110Q: 3 clusters Score -5509578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5509583.000000 Penalty: 5264.011719
	Iteration 111Q: 3 clusters Score -5509583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5509579.500000 Penalty: 5264.011719
	Iteration 112Q: 3 clusters Score -5509580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5509579.500000 Penalty: 5264.011719
	Iteration 113F: 3 clusters Score -5509580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170753 members 
Entering Unmasked Estep 
Score: -22760470.000000 Penalty: 2987.897461
	Iteration 0F: 2 clusters Score -2.276047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -22654094.000000 Penalty: 5975.794922
	Iteration 0F: 3 clusters Score -2.265409e+07 nChanged 81845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -22701844.000000 Penalty: 5975.794922
	Iteration 1F: 3 clusters Score -2.270184e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -22702592.000000 Penalty: 5975.794922
	Iteration 2Q: 3 clusters Score -2.270259e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -22703438.000000 Penalty: 5975.794922
	Iteration 3Q: 3 clusters Score -2.270344e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -22704448.000000 Penalty: 5975.794922
	Iteration 4Q: 3 clusters Score -2.270445e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -22705794.000000 Penalty: 5975.794922
	Iteration 5Q: 3 clusters Score -2.270579e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -22707954.000000 Penalty: 5975.794922
	Iteration 6Q: 3 clusters Score -2.270795e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -22711572.000000 Penalty: 5975.794922
	Iteration 7Q: 3 clusters Score -2.271157e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -22718266.000000 Penalty: 5975.794922
	Iteration 8F: 3 clusters Score -2.271827e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -22728486.000000 Penalty: 5975.794922
	Iteration 9F: 3 clusters Score -2.272849e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 138688 members 
Entering Unmasked Estep 
Score: -22740172.000000 Penalty: 5975.794922
	Iteration 10F: 3 clusters Score -2.274017e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -22749466.000000 Penalty: 5975.794922
	Iteration 11F: 3 clusters Score -2.274947e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -22754708.000000 Penalty: 5975.794922
	Iteration 12Q: 3 clusters Score -2.275471e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -22756924.000000 Penalty: 5975.794922
	Iteration 13Q: 3 clusters Score -2.275692e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -22757930.000000 Penalty: 5975.794922
	Iteration 14Q: 3 clusters Score -2.275793e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 153768 members 
Entering Unmasked Estep 
Score: -22758270.000000 Penalty: 5975.794922
	Iteration 15Q: 3 clusters Score -2.275827e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 153910 members 
Entering Unmasked Estep 
Score: -22758520.000000 Penalty: 5975.794922
	Iteration 16Q: 3 clusters Score -2.275852e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -22758606.000000 Penalty: 5975.794922
	Iteration 17Q: 3 clusters Score -2.275861e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -22758738.000000 Penalty: 5975.794922
	Iteration 18Q: 3 clusters Score -2.275874e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -22758716.000000 Penalty: 5975.794922
	Iteration 19Q: 3 clusters Score -2.275872e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -22758688.000000 Penalty: 5975.794922
	Iteration 20F: 3 clusters Score -2.275869e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -22758670.000000 Penalty: 5975.794922
	Iteration 21Q: 3 clusters Score -2.275867e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 154625 members 
Entering Unmasked Estep 
Score: -22758662.000000 Penalty: 5975.794922
	Iteration 22Q: 3 clusters Score -2.275866e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -22758638.000000 Penalty: 5975.794922
	Iteration 23Q: 3 clusters Score -2.275864e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -22758656.000000 Penalty: 5975.794922
	Iteration 24Q: 3 clusters Score -2.275866e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -22758692.000000 Penalty: 5975.794922
	Iteration 25Q: 3 clusters Score -2.275869e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -22758646.000000 Penalty: 5975.794922
	Iteration 26Q: 3 clusters Score -2.275865e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 27Q: 3 clusters Score -2.275863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -22758634.000000 Penalty: 5975.794922
	Iteration 28Q: 3 clusters Score -2.275863e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -22758640.000000 Penalty: 5975.794922
	Iteration 29Q: 3 clusters Score -2.275864e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -22758650.000000 Penalty: 5975.794922
	Iteration 30Q: 3 clusters Score -2.275865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -22758610.000000 Penalty: 5975.794922
	Iteration 31Q: 3 clusters Score -2.275861e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 32Q: 3 clusters Score -2.275861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 33Q: 3 clusters Score -2.275863e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -22758600.000000 Penalty: 5975.794922
	Iteration 34Q: 3 clusters Score -2.27586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -22758598.000000 Penalty: 5975.794922
	Iteration 35Q: 3 clusters Score -2.27586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -22758598.000000 Penalty: 5975.794922
	Iteration 36Q: 3 clusters Score -2.27586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -22758582.000000 Penalty: 5975.794922
	Iteration 37Q: 3 clusters Score -2.275858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -22758576.000000 Penalty: 5975.794922
	Iteration 38Q: 3 clusters Score -2.275858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -22758556.000000 Penalty: 5975.794922
	Iteration 39Q: 3 clusters Score -2.275856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -22758562.000000 Penalty: 5975.794922
	Iteration 40F: 3 clusters Score -2.275856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -22758590.000000 Penalty: 5975.794922
	Iteration 41Q: 3 clusters Score -2.275859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -22758576.000000 Penalty: 5975.794922
	Iteration 42Q: 3 clusters Score -2.275858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -22758584.000000 Penalty: 5975.794922
	Iteration 43Q: 3 clusters Score -2.275858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -22758594.000000 Penalty: 5975.794922
	Iteration 44Q: 3 clusters Score -2.275859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -22758618.000000 Penalty: 5975.794922
	Iteration 45Q: 3 clusters Score -2.275862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 46Q: 3 clusters Score -2.275863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -22758610.000000 Penalty: 5975.794922
	Iteration 47Q: 3 clusters Score -2.275861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -22758594.000000 Penalty: 5975.794922
	Iteration 48Q: 3 clusters Score -2.275859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -22758592.000000 Penalty: 5975.794922
	Iteration 49Q: 3 clusters Score -2.275859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -22758604.000000 Penalty: 5975.794922
	Iteration 50Q: 3 clusters Score -2.27586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -22758604.000000 Penalty: 5975.794922
	Iteration 51Q: 3 clusters Score -2.27586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 155957 members 
Entering Unmasked Estep 
Score: -22758554.000000 Penalty: 5975.794922
	Iteration 52Q: 3 clusters Score -2.275855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -22758572.000000 Penalty: 5975.794922
	Iteration 53Q: 3 clusters Score -2.275857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 156029 members 
Entering Unmasked Estep 
Score: -22758566.000000 Penalty: 5975.794922
	Iteration 54Q: 3 clusters Score -2.275857e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 156059 members 
Entering Unmasked Estep 
Score: -22758574.000000 Penalty: 5975.794922
	Iteration 55Q: 3 clusters Score -2.275857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -22758568.000000 Penalty: 5975.794922
	Iteration 56Q: 3 clusters Score -2.275857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -22758584.000000 Penalty: 5975.794922
	Iteration 57Q: 3 clusters Score -2.275858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 156161 members 
Entering Unmasked Estep 
Score: -22758570.000000 Penalty: 5975.794922
	Iteration 58Q: 3 clusters Score -2.275857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -22758586.000000 Penalty: 5975.794922
	Iteration 59Q: 3 clusters Score -2.275859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 156218 members 
Entering Unmasked Estep 
Score: -22758596.000000 Penalty: 5975.794922
	Iteration 60F: 3 clusters Score -2.27586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 156245 members 
Entering Unmasked Estep 
Score: -22758576.000000 Penalty: 5975.794922
	Iteration 61Q: 3 clusters Score -2.275858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -22758576.000000 Penalty: 5975.794922
	Iteration 62Q: 3 clusters Score -2.275858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -22758576.000000 Penalty: 5975.794922
	Iteration 63Q: 3 clusters Score -2.275858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -22758548.000000 Penalty: 5975.794922
	Iteration 64Q: 3 clusters Score -2.275855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -22758578.000000 Penalty: 5975.794922
	Iteration 65Q: 3 clusters Score -2.275858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -22758514.000000 Penalty: 5975.794922
	Iteration 66Q: 3 clusters Score -2.275851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -22758546.000000 Penalty: 5975.794922
	Iteration 67Q: 3 clusters Score -2.275855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 156472 members 
Entering Unmasked Estep 
Score: -22758528.000000 Penalty: 5975.794922
	Iteration 68Q: 3 clusters Score -2.275853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -22758534.000000 Penalty: 5975.794922
	Iteration 69Q: 3 clusters Score -2.275853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -22758532.000000 Penalty: 5975.794922
	Iteration 70Q: 3 clusters Score -2.275853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -22758508.000000 Penalty: 5975.794922
	Iteration 71Q: 3 clusters Score -2.275851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -22758504.000000 Penalty: 5975.794922
	Iteration 72Q: 3 clusters Score -2.27585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -22758490.000000 Penalty: 5975.794922
	Iteration 73Q: 3 clusters Score -2.275849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -22758520.000000 Penalty: 5975.794922
	Iteration 74Q: 3 clusters Score -2.275852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -22758528.000000 Penalty: 5975.794922
	Iteration 75Q: 3 clusters Score -2.275853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -22758516.000000 Penalty: 5975.794922
	Iteration 76Q: 3 clusters Score -2.275852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -22758530.000000 Penalty: 5975.794922
	Iteration 77Q: 3 clusters Score -2.275853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -22758548.000000 Penalty: 5975.794922
	Iteration 78Q: 3 clusters Score -2.275855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -22758524.000000 Penalty: 5975.794922
	Iteration 79Q: 3 clusters Score -2.275852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -22758508.000000 Penalty: 5975.794922
	Iteration 80F: 3 clusters Score -2.275851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 156828 members 
Entering Unmasked Estep 
Score: -22758524.000000 Penalty: 5975.794922
	Iteration 81Q: 3 clusters Score -2.275852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -22758534.000000 Penalty: 5975.794922
	Iteration 82Q: 3 clusters Score -2.275853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 156867 members 
Entering Unmasked Estep 
Score: -22758544.000000 Penalty: 5975.794922
	Iteration 83Q: 3 clusters Score -2.275854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22758536.000000 Penalty: 5975.794922
	Iteration 84Q: 3 clusters Score -2.275854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -22758530.000000 Penalty: 5975.794922
	Iteration 85Q: 3 clusters Score -2.275853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 156921 members 
Entering Unmasked Estep 
Score: -22758518.000000 Penalty: 5975.794922
	Iteration 86Q: 3 clusters Score -2.275852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -22758518.000000 Penalty: 5975.794922
	Iteration 87Q: 3 clusters Score -2.275852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -22758526.000000 Penalty: 5975.794922
	Iteration 88Q: 3 clusters Score -2.275853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -22758524.000000 Penalty: 5975.794922
	Iteration 89Q: 3 clusters Score -2.275852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -22758516.000000 Penalty: 5975.794922
	Iteration 90Q: 3 clusters Score -2.275852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -22758528.000000 Penalty: 5975.794922
	Iteration 91Q: 3 clusters Score -2.275853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -22758528.000000 Penalty: 5975.794922
	Iteration 92Q: 3 clusters Score -2.275853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -22758542.000000 Penalty: 5975.794922
	Iteration 93Q: 3 clusters Score -2.275854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -22758564.000000 Penalty: 5975.794922
	Iteration 94Q: 3 clusters Score -2.275856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -22758552.000000 Penalty: 5975.794922
	Iteration 95Q: 3 clusters Score -2.275855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -22758544.000000 Penalty: 5975.794922
	Iteration 96Q: 3 clusters Score -2.275854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -22758546.000000 Penalty: 5975.794922
	Iteration 97Q: 3 clusters Score -2.275855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -22758554.000000 Penalty: 5975.794922
	Iteration 98Q: 3 clusters Score -2.275855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -22758548.000000 Penalty: 5975.794922
	Iteration 99Q: 3 clusters Score -2.275855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -22758556.000000 Penalty: 5975.794922
	Iteration 100F: 3 clusters Score -2.275856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -22758556.000000 Penalty: 5975.794922
	Iteration 101Q: 3 clusters Score -2.275856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -22758546.000000 Penalty: 5975.794922
	Iteration 102Q: 3 clusters Score -2.275855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -22758574.000000 Penalty: 5975.794922
	Iteration 103Q: 3 clusters Score -2.275857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -22758580.000000 Penalty: 5975.794922
	Iteration 104Q: 3 clusters Score -2.275858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -22758580.000000 Penalty: 5975.794922
	Iteration 105Q: 3 clusters Score -2.275858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -22758560.000000 Penalty: 5975.794922
	Iteration 106Q: 3 clusters Score -2.275856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -22758552.000000 Penalty: 5975.794922
	Iteration 107Q: 3 clusters Score -2.275855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -22758542.000000 Penalty: 5975.794922
	Iteration 108Q: 3 clusters Score -2.275854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -22758548.000000 Penalty: 5975.794922
	Iteration 109Q: 3 clusters Score -2.275855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 157098 members 
Entering Unmasked Estep 
Score: -22758564.000000 Penalty: 5975.794922
	Iteration 110Q: 3 clusters Score -2.275856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -22758584.000000 Penalty: 5975.794922
	Iteration 111Q: 3 clusters Score -2.275858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -22758578.000000 Penalty: 5975.794922
	Iteration 112Q: 3 clusters Score -2.275858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -22758582.000000 Penalty: 5975.794922
	Iteration 113Q: 3 clusters Score -2.275858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 157136 members 
Entering Unmasked Estep 
Score: -22758586.000000 Penalty: 5975.794922
	Iteration 114Q: 3 clusters Score -2.275859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -22758586.000000 Penalty: 5975.794922
	Iteration 115Q: 3 clusters Score -2.275859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -22758570.000000 Penalty: 5975.794922
	Iteration 116Q: 3 clusters Score -2.275857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -22758596.000000 Penalty: 5975.794922
	Iteration 117Q: 3 clusters Score -2.27586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -22758596.000000 Penalty: 5975.794922
	Iteration 118Q: 3 clusters Score -2.27586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -22758598.000000 Penalty: 5975.794922
	Iteration 119Q: 3 clusters Score -2.27586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -22758600.000000 Penalty: 5975.794922
	Iteration 120F: 3 clusters Score -2.27586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -22758592.000000 Penalty: 5975.794922
	Iteration 121Q: 3 clusters Score -2.275859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 157253 members 
Entering Unmasked Estep 
Score: -22758586.000000 Penalty: 5975.794922
	Iteration 122Q: 3 clusters Score -2.275859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -22758606.000000 Penalty: 5975.794922
	Iteration 123Q: 3 clusters Score -2.275861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 124Q: 3 clusters Score -2.275863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -22758636.000000 Penalty: 5975.794922
	Iteration 125Q: 3 clusters Score -2.275864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -22758616.000000 Penalty: 5975.794922
	Iteration 126Q: 3 clusters Score -2.275862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 127Q: 3 clusters Score -2.275862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 128Q: 3 clusters Score -2.275863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -22758646.000000 Penalty: 5975.794922
	Iteration 129Q: 3 clusters Score -2.275865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -22758636.000000 Penalty: 5975.794922
	Iteration 130Q: 3 clusters Score -2.275864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -22758648.000000 Penalty: 5975.794922
	Iteration 131Q: 3 clusters Score -2.275865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -22758646.000000 Penalty: 5975.794922
	Iteration 132Q: 3 clusters Score -2.275865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 157408 members 
Entering Unmasked Estep 
Score: -22758654.000000 Penalty: 5975.794922
	Iteration 133Q: 3 clusters Score -2.275865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -22758632.000000 Penalty: 5975.794922
	Iteration 134Q: 3 clusters Score -2.275863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -22758642.000000 Penalty: 5975.794922
	Iteration 135Q: 3 clusters Score -2.275864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -22758648.000000 Penalty: 5975.794922
	Iteration 136Q: 3 clusters Score -2.275865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 137Q: 3 clusters Score -2.275863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 138Q: 3 clusters Score -2.275862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -22758632.000000 Penalty: 5975.794922
	Iteration 139Q: 3 clusters Score -2.275863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -22758634.000000 Penalty: 5975.794922
	Iteration 140F: 3 clusters Score -2.275863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -22758614.000000 Penalty: 5975.794922
	Iteration 141Q: 3 clusters Score -2.275861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5975.794922
	Iteration 142Q: 3 clusters Score -2.275863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -22758618.000000 Penalty: 5975.794922
	Iteration 143Q: 3 clusters Score -2.275862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 144Q: 3 clusters Score -2.275863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -22758632.000000 Penalty: 5975.794922
	Iteration 145Q: 3 clusters Score -2.275863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 146Q: 3 clusters Score -2.275863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -22758632.000000 Penalty: 5975.794922
	Iteration 147Q: 3 clusters Score -2.275863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -22758624.000000 Penalty: 5975.794922
	Iteration 148Q: 3 clusters Score -2.275862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 149Q: 3 clusters Score -2.275863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -22758624.000000 Penalty: 5975.794922
	Iteration 150Q: 3 clusters Score -2.275862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -22758634.000000 Penalty: 5975.794922
	Iteration 151Q: 3 clusters Score -2.275863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -22758624.000000 Penalty: 5975.794922
	Iteration 152Q: 3 clusters Score -2.275862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -22758618.000000 Penalty: 5975.794922
	Iteration 153Q: 3 clusters Score -2.275862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 154Q: 3 clusters Score -2.275861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -22758620.000000 Penalty: 5975.794922
	Iteration 155Q: 3 clusters Score -2.275862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 157573 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 156Q: 3 clusters Score -2.275863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -22758624.000000 Penalty: 5975.794922
	Iteration 157Q: 3 clusters Score -2.275862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 158Q: 3 clusters Score -2.275862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 159Q: 3 clusters Score -2.275861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -22758590.000000 Penalty: 5975.794922
	Iteration 160F: 3 clusters Score -2.275859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -22758602.000000 Penalty: 5975.794922
	Iteration 161Q: 3 clusters Score -2.27586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 157616 members 
Entering Unmasked Estep 
Score: -22758606.000000 Penalty: 5975.794922
	Iteration 162Q: 3 clusters Score -2.275861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -22758620.000000 Penalty: 5975.794922
	Iteration 163Q: 3 clusters Score -2.275862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 157634 members 
Entering Unmasked Estep 
Score: -22758604.000000 Penalty: 5975.794922
	Iteration 164Q: 3 clusters Score -2.27586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -22758604.000000 Penalty: 5975.794922
	Iteration 165Q: 3 clusters Score -2.27586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -22758616.000000 Penalty: 5975.794922
	Iteration 166Q: 3 clusters Score -2.275862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 167Q: 3 clusters Score -2.275861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -22758608.000000 Penalty: 5975.794922
	Iteration 168Q: 3 clusters Score -2.275861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -22758604.000000 Penalty: 5975.794922
	Iteration 169Q: 3 clusters Score -2.27586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -22758614.000000 Penalty: 5975.794922
	Iteration 170Q: 3 clusters Score -2.275861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -22758596.000000 Penalty: 5975.794922
	Iteration 171Q: 3 clusters Score -2.27586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 157694 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 172Q: 3 clusters Score -2.275862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -22758618.000000 Penalty: 5975.794922
	Iteration 173Q: 3 clusters Score -2.275862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -22758618.000000 Penalty: 5975.794922
	Iteration 174Q: 3 clusters Score -2.275862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -22758608.000000 Penalty: 5975.794922
	Iteration 175Q: 3 clusters Score -2.275861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -22758600.000000 Penalty: 5975.794922
	Iteration 176Q: 3 clusters Score -2.27586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -22758614.000000 Penalty: 5975.794922
	Iteration 177Q: 3 clusters Score -2.275861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 178Q: 3 clusters Score -2.275863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5975.794922
	Iteration 179Q: 3 clusters Score -2.275863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 180F: 3 clusters Score -2.275862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 181Q: 3 clusters Score -2.275862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -22758632.000000 Penalty: 5975.794922
	Iteration 182Q: 3 clusters Score -2.275863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -22758626.000000 Penalty: 5975.794922
	Iteration 183Q: 3 clusters Score -2.275863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -22758642.000000 Penalty: 5975.794922
	Iteration 184Q: 3 clusters Score -2.275864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -22758640.000000 Penalty: 5975.794922
	Iteration 185Q: 3 clusters Score -2.275864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5975.794922
	Iteration 186Q: 3 clusters Score -2.275863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 187Q: 3 clusters Score -2.275863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5975.794922
	Iteration 188Q: 3 clusters Score -2.275863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 157771 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5975.794922
	Iteration 189Q: 3 clusters Score -2.275863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -22758628.000000 Penalty: 5975.794922
	Iteration 190Q: 3 clusters Score -2.275863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 157771 members 
Entering Unmasked Estep 
Score: -22758620.000000 Penalty: 5975.794922
	Iteration 191Q: 3 clusters Score -2.275862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -22758622.000000 Penalty: 5975.794922
	Iteration 192Q: 3 clusters Score -2.275862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -22758620.000000 Penalty: 5975.794922
	Iteration 193Q: 3 clusters Score -2.275862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 194Q: 3 clusters Score -2.275861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -22758612.000000 Penalty: 5975.794922
	Iteration 195F: 3 clusters Score -2.275861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135176 members 
Entering Unmasked Estep 
Score: -17626490.000000 Penalty: 2929.954590
	Iteration 0F: 2 clusters Score -1.762649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -17536584.000000 Penalty: 5859.909180
	Iteration 0F: 3 clusters Score -1.753658e+07 nChanged 64587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -17573374.000000 Penalty: 5859.909180
	Iteration 1F: 3 clusters Score -1.757337e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -17574514.000000 Penalty: 5859.909180
	Iteration 2Q: 3 clusters Score -1.757451e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -17575620.000000 Penalty: 5859.909180
	Iteration 3Q: 3 clusters Score -1.757562e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -17577276.000000 Penalty: 5859.909180
	Iteration 4Q: 3 clusters Score -1.757728e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -17579668.000000 Penalty: 5859.909180
	Iteration 5Q: 3 clusters Score -1.757967e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -17583990.000000 Penalty: 5859.909180
	Iteration 6F: 3 clusters Score -1.758399e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -17591284.000000 Penalty: 5859.909180
	Iteration 7F: 3 clusters Score -1.759128e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -17600784.000000 Penalty: 5859.909180
	Iteration 8F: 3 clusters Score -1.760078e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -17609084.000000 Penalty: 5859.909180
	Iteration 9F: 3 clusters Score -1.760908e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -17615000.000000 Penalty: 5859.909180
	Iteration 10F: 3 clusters Score -1.7615e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -17618596.000000 Penalty: 5859.909180
	Iteration 11Q: 3 clusters Score -1.76186e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -17620968.000000 Penalty: 5859.909180
	Iteration 12Q: 3 clusters Score -1.762097e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 131398 members 
Entering Unmasked Estep 
Score: -17622262.000000 Penalty: 5859.909180
	Iteration 13Q: 3 clusters Score -1.762226e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -17623004.000000 Penalty: 5859.909180
	Iteration 14Q: 3 clusters Score -1.7623e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -17623426.000000 Penalty: 5859.909180
	Iteration 15Q: 3 clusters Score -1.762343e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 133558 members 
Entering Unmasked Estep 
Score: -17623762.000000 Penalty: 5859.909180
	Iteration 16Q: 3 clusters Score -1.762376e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -17623944.000000 Penalty: 5859.909180
	Iteration 17Q: 3 clusters Score -1.762394e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 133948 members 
Entering Unmasked Estep 
Score: -17624056.000000 Penalty: 5859.909180
	Iteration 18Q: 3 clusters Score -1.762406e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -17624128.000000 Penalty: 5859.909180
	Iteration 19Q: 3 clusters Score -1.762413e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -17624214.000000 Penalty: 5859.909180
	Iteration 20F: 3 clusters Score -1.762421e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -17624258.000000 Penalty: 5859.909180
	Iteration 21Q: 3 clusters Score -1.762426e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -17624290.000000 Penalty: 5859.909180
	Iteration 22Q: 3 clusters Score -1.762429e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -17624372.000000 Penalty: 5859.909180
	Iteration 23Q: 3 clusters Score -1.762437e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -17624406.000000 Penalty: 5859.909180
	Iteration 24Q: 3 clusters Score -1.762441e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -17624456.000000 Penalty: 5859.909180
	Iteration 25Q: 3 clusters Score -1.762446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 134293 members 
Entering Unmasked Estep 
Score: -17624490.000000 Penalty: 5859.909180
	Iteration 26Q: 3 clusters Score -1.762449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -17624512.000000 Penalty: 5859.909180
	Iteration 27Q: 3 clusters Score -1.762451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -17624514.000000 Penalty: 5859.909180
	Iteration 28Q: 3 clusters Score -1.762451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -17624538.000000 Penalty: 5859.909180
	Iteration 29Q: 3 clusters Score -1.762454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 134302 members 
Entering Unmasked Estep 
Score: -17624540.000000 Penalty: 5859.909180
	Iteration 30Q: 3 clusters Score -1.762454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -17624546.000000 Penalty: 5859.909180
	Iteration 31Q: 3 clusters Score -1.762455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 134307 members 
Entering Unmasked Estep 
Score: -17624546.000000 Penalty: 5859.909180
	Iteration 32Q: 3 clusters Score -1.762455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 134307 members 
Entering Unmasked Estep 
Score: -17624552.000000 Penalty: 5859.909180
	Iteration 33Q: 3 clusters Score -1.762455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 134308 members 
Entering Unmasked Estep 
Score: -17624550.000000 Penalty: 5859.909180
	Iteration 34Q: 3 clusters Score -1.762455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -17624568.000000 Penalty: 5859.909180
	Iteration 35Q: 3 clusters Score -1.762457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 134316 members 
Entering Unmasked Estep 
Score: -17624574.000000 Penalty: 5859.909180
	Iteration 36Q: 3 clusters Score -1.762457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -17624566.000000 Penalty: 5859.909180
	Iteration 37Q: 3 clusters Score -1.762457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -17624570.000000 Penalty: 5859.909180
	Iteration 38Q: 3 clusters Score -1.762457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -17624570.000000 Penalty: 5859.909180
	Iteration 39Q: 3 clusters Score -1.762457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -17624570.000000 Penalty: 5859.909180
	Iteration 40F: 3 clusters Score -1.762457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (68403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Entering Unmasked Estep 
Score: -9232301.000000 Penalty: 2761.026611
	Iteration 0F: 2 clusters Score -9232301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9186405.000000 Penalty: 5522.053223
	Iteration 0F: 3 clusters Score -9186405 nChanged 31885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9204459.000000 Penalty: 5522.053223
	Iteration 1F: 3 clusters Score -9204459 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -9205382.000000 Penalty: 5522.053223
	Iteration 2Q: 3 clusters Score -9205382 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -9206281.000000 Penalty: 5522.053223
	Iteration 3Q: 3 clusters Score -9206281 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -9207583.000000 Penalty: 5522.053223
	Iteration 4Q: 3 clusters Score -9207583 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -9209372.000000 Penalty: 5522.053223
	Iteration 5F: 3 clusters Score -9209372 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -9212144.000000 Penalty: 5522.053223
	Iteration 6F: 3 clusters Score -9212144 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -9215602.000000 Penalty: 5522.053223
	Iteration 7F: 3 clusters Score -9215602 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -9219549.000000 Penalty: 5522.053223
	Iteration 8F: 3 clusters Score -9219549 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -9222925.000000 Penalty: 5522.053223
	Iteration 9F: 3 clusters Score -9222925 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -9225048.000000 Penalty: 5522.053223
	Iteration 10Q: 3 clusters Score -9225048 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -9226240.000000 Penalty: 5522.053223
	Iteration 11Q: 3 clusters Score -9226240 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -9227029.000000 Penalty: 5522.053223
	Iteration 12Q: 3 clusters Score -9227029 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -9227509.000000 Penalty: 5522.053223
	Iteration 13Q: 3 clusters Score -9227509 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -9227973.000000 Penalty: 5522.053223
	Iteration 14Q: 3 clusters Score -9227973 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -9228332.000000 Penalty: 5522.053223
	Iteration 15Q: 3 clusters Score -9228332 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -9228649.000000 Penalty: 5522.053223
	Iteration 16Q: 3 clusters Score -9228649 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -9228908.000000 Penalty: 5522.053223
	Iteration 17Q: 3 clusters Score -9228908 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -9229109.000000 Penalty: 5522.053223
	Iteration 18Q: 3 clusters Score -9229109 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5522.053223
	Iteration 19Q: 3 clusters Score -9229271 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -9229404.000000 Penalty: 5522.053223
	Iteration 20F: 3 clusters Score -9229404 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -9229510.000000 Penalty: 5522.053223
	Iteration 21Q: 3 clusters Score -9229510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -9229567.000000 Penalty: 5522.053223
	Iteration 22Q: 3 clusters Score -9229567 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -9229634.000000 Penalty: 5522.053223
	Iteration 23Q: 3 clusters Score -9229634 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -9229706.000000 Penalty: 5522.053223
	Iteration 24Q: 3 clusters Score -9229706 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -9229733.000000 Penalty: 5522.053223
	Iteration 25Q: 3 clusters Score -9229733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9229770.000000 Penalty: 5522.053223
	Iteration 26Q: 3 clusters Score -9229770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9229807.000000 Penalty: 5522.053223
	Iteration 27Q: 3 clusters Score -9229807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -9229826.000000 Penalty: 5522.053223
	Iteration 28Q: 3 clusters Score -9229826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -9229842.000000 Penalty: 5522.053223
	Iteration 29Q: 3 clusters Score -9229842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -9229854.000000 Penalty: 5522.053223
	Iteration 30Q: 3 clusters Score -9229854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -9229864.000000 Penalty: 5522.053223
	Iteration 31Q: 3 clusters Score -9229864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -9229865.000000 Penalty: 5522.053223
	Iteration 32Q: 3 clusters Score -9229865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -9229879.000000 Penalty: 5522.053223
	Iteration 33Q: 3 clusters Score -9229879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -9229875.000000 Penalty: 5522.053223
	Iteration 34Q: 3 clusters Score -9229875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9229894.000000 Penalty: 5522.053223
	Iteration 35Q: 3 clusters Score -9229894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -9229921.000000 Penalty: 5522.053223
	Iteration 36Q: 3 clusters Score -9229921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -9229924.000000 Penalty: 5522.053223
	Iteration 37Q: 3 clusters Score -9229924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -9229947.000000 Penalty: 5522.053223
	Iteration 38Q: 3 clusters Score -9229947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -9229962.000000 Penalty: 5522.053223
	Iteration 39Q: 3 clusters Score -9229962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -9230002.000000 Penalty: 5522.053223
	Iteration 40F: 3 clusters Score -9230002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -9230004.000000 Penalty: 5522.053223
	Iteration 41Q: 3 clusters Score -9230004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -9230027.000000 Penalty: 5522.053223
	Iteration 42Q: 3 clusters Score -9230027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -9230046.000000 Penalty: 5522.053223
	Iteration 43Q: 3 clusters Score -9230046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -9230075.000000 Penalty: 5522.053223
	Iteration 44Q: 3 clusters Score -9230075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -9230065.000000 Penalty: 5522.053223
	Iteration 45Q: 3 clusters Score -9230065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -9230083.000000 Penalty: 5522.053223
	Iteration 46Q: 3 clusters Score -9230083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -9230085.000000 Penalty: 5522.053223
	Iteration 47Q: 3 clusters Score -9230085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -9230091.000000 Penalty: 5522.053223
	Iteration 48Q: 3 clusters Score -9230091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -9230100.000000 Penalty: 5522.053223
	Iteration 49Q: 3 clusters Score -9230100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -9230099.000000 Penalty: 5522.053223
	Iteration 50Q: 3 clusters Score -9230099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -9230094.000000 Penalty: 5522.053223
	Iteration 51Q: 3 clusters Score -9230094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -9230100.000000 Penalty: 5522.053223
	Iteration 52Q: 3 clusters Score -9230100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -9230097.000000 Penalty: 5522.053223
	Iteration 53Q: 3 clusters Score -9230097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -9230098.000000 Penalty: 5522.053223
	Iteration 54Q: 3 clusters Score -9230098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -9230104.000000 Penalty: 5522.053223
	Iteration 55Q: 3 clusters Score -9230104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -9230104.000000 Penalty: 5522.053223
	Iteration 56F: 3 clusters Score -9230104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201880 members 
Entering Unmasked Estep 
Score: -27022762.000000 Penalty: 3029.426270
	Iteration 0F: 2 clusters Score -2.702276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -26891954.000000 Penalty: 6058.852539
	Iteration 0F: 3 clusters Score -2.689195e+07 nChanged 97131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -26948828.000000 Penalty: 6058.852539
	Iteration 1F: 3 clusters Score -2.694883e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -26950134.000000 Penalty: 6058.852539
	Iteration 2Q: 3 clusters Score -2.695013e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -26951680.000000 Penalty: 6058.852539
	Iteration 3Q: 3 clusters Score -2.695168e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -26954258.000000 Penalty: 6058.852539
	Iteration 4Q: 3 clusters Score -2.695426e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -26958954.000000 Penalty: 6058.852539
	Iteration 5F: 3 clusters Score -2.695895e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 139423 members 
Entering Unmasked Estep 
Score: -26967094.000000 Penalty: 6058.852539
	Iteration 6F: 3 clusters Score -2.696709e+07 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -26980016.000000 Penalty: 6058.852539
	Iteration 7F: 3 clusters Score -2.698002e+07 nChanged 17850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -26996114.000000 Penalty: 6058.852539
	Iteration 8F: 3 clusters Score -2.699611e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -27009108.000000 Penalty: 6058.852539
	Iteration 9F: 3 clusters Score -2.700911e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -27016282.000000 Penalty: 6058.852539
	Iteration 10Q: 3 clusters Score -2.701628e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -27018798.000000 Penalty: 6058.852539
	Iteration 11Q: 3 clusters Score -2.70188e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -27019606.000000 Penalty: 6058.852539
	Iteration 12Q: 3 clusters Score -2.701961e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 201468 members 
Entering Unmasked Estep 
Score: -27019804.000000 Penalty: 6058.852539
	Iteration 13Q: 3 clusters Score -2.70198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201556 members 
Entering Unmasked Estep 
Score: -27019912.000000 Penalty: 6058.852539
	Iteration 14Q: 3 clusters Score -2.701991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -27019942.000000 Penalty: 6058.852539
	Iteration 15Q: 3 clusters Score -2.701994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -27019988.000000 Penalty: 6058.852539
	Iteration 16Q: 3 clusters Score -2.701999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201626 members 
Entering Unmasked Estep 
Score: -27020022.000000 Penalty: 6058.852539
	Iteration 17Q: 3 clusters Score -2.702002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -27020030.000000 Penalty: 6058.852539
	Iteration 18Q: 3 clusters Score -2.702003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 201639 members 
Entering Unmasked Estep 
Score: -27020076.000000 Penalty: 6058.852539
	Iteration 19Q: 3 clusters Score -2.702008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 201641 members 
Entering Unmasked Estep 
Score: -27020058.000000 Penalty: 6058.852539
	Iteration 20F: 3 clusters Score -2.702006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 201642 members 
Entering Unmasked Estep 
Score: -27020080.000000 Penalty: 6058.852539
	Iteration 21Q: 3 clusters Score -2.702008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -27020066.000000 Penalty: 6058.852539
	Iteration 22Q: 3 clusters Score -2.702007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -27020070.000000 Penalty: 6058.852539
	Iteration 23Q: 3 clusters Score -2.702007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -27020070.000000 Penalty: 6058.852539
	Iteration 24F: 3 clusters Score -2.702007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Entering Unmasked Estep 
Score: -4347319.500000 Penalty: 2577.582520
	Iteration 0F: 2 clusters Score -4347320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4324978.500000 Penalty: 5155.165039
	Iteration 0F: 3 clusters Score -4324978 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4332959.000000 Penalty: 5155.165039
	Iteration 1F: 3 clusters Score -4332959 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4333518.000000 Penalty: 5155.165039
	Iteration 2Q: 3 clusters Score -4333518 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4334097.500000 Penalty: 5155.165039
	Iteration 3Q: 3 clusters Score -4334098 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4334738.000000 Penalty: 5155.165039
	Iteration 4Q: 3 clusters Score -4334738 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4335523.500000 Penalty: 5155.165039
	Iteration 5Q: 3 clusters Score -4335524 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4336455.500000 Penalty: 5155.165039
	Iteration 6F: 3 clusters Score -4336456 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4337448.000000 Penalty: 5155.165039
	Iteration 7F: 3 clusters Score -4337448 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4338409.500000 Penalty: 5155.165039
	Iteration 8F: 3 clusters Score -4338410 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4339304.000000 Penalty: 5155.165039
	Iteration 9F: 3 clusters Score -4339304 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4340131.000000 Penalty: 5155.165039
	Iteration 10Q: 3 clusters Score -4340131 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4340980.500000 Penalty: 5155.165039
	Iteration 11Q: 3 clusters Score -4340980 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4341754.500000 Penalty: 5155.165039
	Iteration 12Q: 3 clusters Score -4341754 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4342449.000000 Penalty: 5155.165039
	Iteration 13Q: 3 clusters Score -4342449 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4343111.000000 Penalty: 5155.165039
	Iteration 14Q: 3 clusters Score -4343111 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4343743.500000 Penalty: 5155.165039
	Iteration 15Q: 3 clusters Score -4343744 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4344244.000000 Penalty: 5155.165039
	Iteration 16Q: 3 clusters Score -4344244 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4344719.000000 Penalty: 5155.165039
	Iteration 17Q: 3 clusters Score -4344719 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -4345095.000000 Penalty: 5155.165039
	Iteration 18Q: 3 clusters Score -4345095 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4345439.000000 Penalty: 5155.165039
	Iteration 19Q: 3 clusters Score -4345439 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4345688.500000 Penalty: 5155.165039
	Iteration 20F: 3 clusters Score -4345688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4345848.000000 Penalty: 5155.165039
	Iteration 21Q: 3 clusters Score -4345848 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -4346008.000000 Penalty: 5155.165039
	Iteration 22Q: 3 clusters Score -4346008 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4346100.000000 Penalty: 5155.165039
	Iteration 23Q: 3 clusters Score -4346100 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4346181.000000 Penalty: 5155.165039
	Iteration 24Q: 3 clusters Score -4346181 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4346249.000000 Penalty: 5155.165039
	Iteration 25Q: 3 clusters Score -4346249 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4346311.000000 Penalty: 5155.165039
	Iteration 26Q: 3 clusters Score -4346311 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4346391.500000 Penalty: 5155.165039
	Iteration 27Q: 3 clusters Score -4346392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -4346460.500000 Penalty: 5155.165039
	Iteration 28Q: 3 clusters Score -4346460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4346503.500000 Penalty: 5155.165039
	Iteration 29Q: 3 clusters Score -4346504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -4346515.500000 Penalty: 5155.165039
	Iteration 30Q: 3 clusters Score -4346516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4346527.000000 Penalty: 5155.165039
	Iteration 31Q: 3 clusters Score -4346527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4346555.000000 Penalty: 5155.165039
	Iteration 32Q: 3 clusters Score -4346555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4346572.000000 Penalty: 5155.165039
	Iteration 33Q: 3 clusters Score -4346572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4346583.500000 Penalty: 5155.165039
	Iteration 34Q: 3 clusters Score -4346584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4346598.500000 Penalty: 5155.165039
	Iteration 35Q: 3 clusters Score -4346598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4346611.000000 Penalty: 5155.165039
	Iteration 36Q: 3 clusters Score -4346611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4346617.000000 Penalty: 5155.165039
	Iteration 37Q: 3 clusters Score -4346617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4346615.000000 Penalty: 5155.165039
	Iteration 38Q: 3 clusters Score -4346615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4346620.000000 Penalty: 5155.165039
	Iteration 39Q: 3 clusters Score -4346620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4346637.500000 Penalty: 5155.165039
	Iteration 40F: 3 clusters Score -4346638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4346628.000000 Penalty: 5155.165039
	Iteration 41Q: 3 clusters Score -4346628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4346632.000000 Penalty: 5155.165039
	Iteration 42Q: 3 clusters Score -4346632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4346637.000000 Penalty: 5155.165039
	Iteration 43Q: 3 clusters Score -4346637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4346637.000000 Penalty: 5155.165039
	Iteration 44Q: 3 clusters Score -4346637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4346646.500000 Penalty: 5155.165039
	Iteration 45Q: 3 clusters Score -4346646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4346647.000000 Penalty: 5155.165039
	Iteration 46Q: 3 clusters Score -4346647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4346658.000000 Penalty: 5155.165039
	Iteration 47Q: 3 clusters Score -4346658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4346658.000000 Penalty: 5155.165039
	Iteration 48Q: 3 clusters Score -4346658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4346662.500000 Penalty: 5155.165039
	Iteration 49Q: 3 clusters Score -4346662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4346653.500000 Penalty: 5155.165039
	Iteration 50Q: 3 clusters Score -4346654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4346656.000000 Penalty: 5155.165039
	Iteration 51Q: 3 clusters Score -4346656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4346656.500000 Penalty: 5155.165039
	Iteration 52Q: 3 clusters Score -4346656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4346661.000000 Penalty: 5155.165039
	Iteration 53Q: 3 clusters Score -4346661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4346660.000000 Penalty: 5155.165039
	Iteration 54Q: 3 clusters Score -4346660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4346659.000000 Penalty: 5155.165039
	Iteration 55Q: 3 clusters Score -4346659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4346657.000000 Penalty: 5155.165039
	Iteration 56Q: 3 clusters Score -4346657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4346658.000000 Penalty: 5155.165039
	Iteration 57Q: 3 clusters Score -4346658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4346657.000000 Penalty: 5155.165039
	Iteration 58Q: 3 clusters Score -4346657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4346656.000000 Penalty: 5155.165039
	Iteration 59Q: 3 clusters Score -4346656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4346655.500000 Penalty: 5155.165039
	Iteration 60F: 3 clusters Score -4346656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4346657.500000 Penalty: 5155.165039
	Iteration 61Q: 3 clusters Score -4346658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4346655.500000 Penalty: 5155.165039
	Iteration 62Q: 3 clusters Score -4346656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4346655.500000 Penalty: 5155.165039
	Iteration 63Q: 3 clusters Score -4346656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4346654.000000 Penalty: 5155.165039
	Iteration 64Q: 3 clusters Score -4346654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4346655.500000 Penalty: 5155.165039
	Iteration 65Q: 3 clusters Score -4346656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -4346659.500000 Penalty: 5155.165039
	Iteration 66Q: 3 clusters Score -4346660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4346662.000000 Penalty: 5155.165039
	Iteration 67Q: 3 clusters Score -4346662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4346661.000000 Penalty: 5155.165039
	Iteration 68Q: 3 clusters Score -4346661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4346660.500000 Penalty: 5155.165039
	Iteration 69Q: 3 clusters Score -4346660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4346660.500000 Penalty: 5155.165039
	Iteration 70F: 3 clusters Score -4346660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Entering Unmasked Estep 
Score: -2062320.500000 Penalty: 2420.256104
	Iteration 0F: 2 clusters Score -2062320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2049881.125000 Penalty: 4840.512207
	Iteration 0F: 3 clusters Score -2049881 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2054387.125000 Penalty: 4840.512207
	Iteration 1F: 3 clusters Score -2054387 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2055298.750000 Penalty: 4840.512207
	Iteration 2F: 3 clusters Score -2055299 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2056189.500000 Penalty: 4840.512207
	Iteration 3F: 3 clusters Score -2056190 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2057093.125000 Penalty: 4840.512207
	Iteration 4F: 3 clusters Score -2057093 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2057867.250000 Penalty: 4840.512207
	Iteration 5F: 3 clusters Score -2057867 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2058441.125000 Penalty: 4840.512207
	Iteration 6F: 3 clusters Score -2058441 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2058837.500000 Penalty: 4840.512207
	Iteration 7Q: 3 clusters Score -2058838 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2059098.000000 Penalty: 4840.512207
	Iteration 8Q: 3 clusters Score -2059098 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2059284.250000 Penalty: 4840.512207
	Iteration 9Q: 3 clusters Score -2059284 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2059468.625000 Penalty: 4840.512207
	Iteration 10Q: 3 clusters Score -2059469 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2059640.000000 Penalty: 4840.512207
	Iteration 11Q: 3 clusters Score -2059640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2059787.625000 Penalty: 4840.512207
	Iteration 12Q: 3 clusters Score -2059788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2059921.375000 Penalty: 4840.512207
	Iteration 13Q: 3 clusters Score -2059921 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2060077.250000 Penalty: 4840.512207
	Iteration 14Q: 3 clusters Score -2060077 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2060233.250000 Penalty: 4840.512207
	Iteration 15Q: 3 clusters Score -2060233 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2060368.000000 Penalty: 4840.512207
	Iteration 16Q: 3 clusters Score -2060368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2060537.125000 Penalty: 4840.512207
	Iteration 17Q: 3 clusters Score -2060537 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2060697.250000 Penalty: 4840.512207
	Iteration 18Q: 3 clusters Score -2060697 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2060875.000000 Penalty: 4840.512207
	Iteration 19Q: 3 clusters Score -2060875 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2061023.500000 Penalty: 4840.512207
	Iteration 20F: 3 clusters Score -2061024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2061127.750000 Penalty: 4840.512207
	Iteration 21Q: 3 clusters Score -2061128 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2061218.375000 Penalty: 4840.512207
	Iteration 22Q: 3 clusters Score -2061218 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2061288.125000 Penalty: 4840.512207
	Iteration 23Q: 3 clusters Score -2061288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2061319.500000 Penalty: 4840.512207
	Iteration 24Q: 3 clusters Score -2061320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2061346.000000 Penalty: 4840.512207
	Iteration 25Q: 3 clusters Score -2061346 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2061361.000000 Penalty: 4840.512207
	Iteration 26Q: 3 clusters Score -2061361 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2061374.875000 Penalty: 4840.512207
	Iteration 27Q: 3 clusters Score -2061375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2061389.250000 Penalty: 4840.512207
	Iteration 28Q: 3 clusters Score -2061389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2061416.875000 Penalty: 4840.512207
	Iteration 29Q: 3 clusters Score -2061417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2061438.500000 Penalty: 4840.512207
	Iteration 30Q: 3 clusters Score -2061438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2061447.375000 Penalty: 4840.512207
	Iteration 31Q: 3 clusters Score -2061447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2061458.250000 Penalty: 4840.512207
	Iteration 32Q: 3 clusters Score -2061458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2061472.250000 Penalty: 4840.512207
	Iteration 33Q: 3 clusters Score -2061472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2061489.500000 Penalty: 4840.512207
	Iteration 34Q: 3 clusters Score -2061490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2061493.000000 Penalty: 4840.512207
	Iteration 35Q: 3 clusters Score -2061493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2061515.500000 Penalty: 4840.512207
	Iteration 36Q: 3 clusters Score -2061516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2061524.750000 Penalty: 4840.512207
	Iteration 37Q: 3 clusters Score -2061525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2061534.375000 Penalty: 4840.512207
	Iteration 38Q: 3 clusters Score -2061534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2061541.750000 Penalty: 4840.512207
	Iteration 39Q: 3 clusters Score -2061542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2061545.625000 Penalty: 4840.512207
	Iteration 40F: 3 clusters Score -2061546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2061544.125000 Penalty: 4840.512207
	Iteration 41Q: 3 clusters Score -2061544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2061550.750000 Penalty: 4840.512207
	Iteration 42Q: 3 clusters Score -2061551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2061557.875000 Penalty: 4840.512207
	Iteration 43Q: 3 clusters Score -2061558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2061565.250000 Penalty: 4840.512207
	Iteration 44Q: 3 clusters Score -2061565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2061567.250000 Penalty: 4840.512207
	Iteration 45Q: 3 clusters Score -2061567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2061570.500000 Penalty: 4840.512207
	Iteration 46Q: 3 clusters Score -2061570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2061573.500000 Penalty: 4840.512207
	Iteration 47Q: 3 clusters Score -2061574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2061577.625000 Penalty: 4840.512207
	Iteration 48Q: 3 clusters Score -2061578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2061579.875000 Penalty: 4840.512207
	Iteration 49Q: 3 clusters Score -2061580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2061592.500000 Penalty: 4840.512207
	Iteration 50Q: 3 clusters Score -2061592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2061600.375000 Penalty: 4840.512207
	Iteration 51Q: 3 clusters Score -2061600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2061628.625000 Penalty: 4840.512207
	Iteration 52Q: 3 clusters Score -2061629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2061662.125000 Penalty: 4840.512207
	Iteration 53Q: 3 clusters Score -2061662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2061700.250000 Penalty: 4840.512207
	Iteration 54Q: 3 clusters Score -2061700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2061726.250000 Penalty: 4840.512207
	Iteration 55Q: 3 clusters Score -2061726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2061752.125000 Penalty: 4840.512207
	Iteration 56Q: 3 clusters Score -2061752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2061772.250000 Penalty: 4840.512207
	Iteration 57Q: 3 clusters Score -2061772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2061796.625000 Penalty: 4840.512207
	Iteration 58Q: 3 clusters Score -2061797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2061819.625000 Penalty: 4840.512207
	Iteration 59Q: 3 clusters Score -2061820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2061838.500000 Penalty: 4840.512207
	Iteration 60F: 3 clusters Score -2061838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2061867.750000 Penalty: 4840.512207
	Iteration 61Q: 3 clusters Score -2061868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2061902.000000 Penalty: 4840.512207
	Iteration 62Q: 3 clusters Score -2061902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2061964.625000 Penalty: 4840.512207
	Iteration 63Q: 3 clusters Score -2061965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2062027.500000 Penalty: 4840.512207
	Iteration 64Q: 3 clusters Score -2062028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2062073.875000 Penalty: 4840.512207
	Iteration 65Q: 3 clusters Score -2062074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2062113.625000 Penalty: 4840.512207
	Iteration 66Q: 3 clusters Score -2062114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2062139.250000 Penalty: 4840.512207
	Iteration 67Q: 3 clusters Score -2062139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2062144.625000 Penalty: 4840.512207
	Iteration 68Q: 3 clusters Score -2062145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2062161.500000 Penalty: 4840.512207
	Iteration 69Q: 3 clusters Score -2062162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2062173.500000 Penalty: 4840.512207
	Iteration 70Q: 3 clusters Score -2062174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2062175.375000 Penalty: 4840.512207
	Iteration 71Q: 3 clusters Score -2062175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2062179.875000 Penalty: 4840.512207
	Iteration 72Q: 3 clusters Score -2062180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2062185.125000 Penalty: 4840.512207
	Iteration 73Q: 3 clusters Score -2062185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2062185.500000 Penalty: 4840.512207
	Iteration 74Q: 3 clusters Score -2062186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2062187.375000 Penalty: 4840.512207
	Iteration 75Q: 3 clusters Score -2062187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2062188.500000 Penalty: 4840.512207
	Iteration 76Q: 3 clusters Score -2062188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2062190.750000 Penalty: 4840.512207
	Iteration 77Q: 3 clusters Score -2062191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2062191.875000 Penalty: 4840.512207
	Iteration 78Q: 3 clusters Score -2062192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2062191.875000 Penalty: 4840.512207
	Iteration 79F: 3 clusters Score -2062192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Entering Unmasked Estep 
Score: -693579.125000 Penalty: 2128.672119
	Iteration 0F: 2 clusters Score -693579.1 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 2640 members 
Entering Unmasked Estep 
Score: -688833.312500 Penalty: 4257.344238
	Iteration 0F: 3 clusters Score -688833.3 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -689967.875000 Penalty: 4257.344238
	Iteration 1F: 3 clusters Score -689967.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -690199.562500 Penalty: 4257.344238
	Iteration 2F: 3 clusters Score -690199.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -690359.812500 Penalty: 4257.344238
	Iteration 3F: 3 clusters Score -690359.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -690522.437500 Penalty: 4257.344238
	Iteration 4Q: 3 clusters Score -690522.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -690739.250000 Penalty: 4257.344238
	Iteration 5Q: 3 clusters Score -690739.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -690956.500000 Penalty: 4257.344238
	Iteration 6F: 3 clusters Score -690956.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -691164.750000 Penalty: 4257.344238
	Iteration 7Q: 3 clusters Score -691164.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -691347.250000 Penalty: 4257.344238
	Iteration 8Q: 3 clusters Score -691347.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -691473.375000 Penalty: 4257.344238
	Iteration 9Q: 3 clusters Score -691473.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -691584.750000 Penalty: 4257.344238
	Iteration 10Q: 3 clusters Score -691584.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -691669.437500 Penalty: 4257.344238
	Iteration 11Q: 3 clusters Score -691669.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -691721.937500 Penalty: 4257.344238
	Iteration 12Q: 3 clusters Score -691721.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -691761.875000 Penalty: 4257.344238
	Iteration 13Q: 3 clusters Score -691761.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -691788.062500 Penalty: 4257.344238
	Iteration 14Q: 3 clusters Score -691788.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -691809.375000 Penalty: 4257.344238
	Iteration 15Q: 3 clusters Score -691809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -691824.375000 Penalty: 4257.344238
	Iteration 16Q: 3 clusters Score -691824.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -691832.625000 Penalty: 4257.344238
	Iteration 17Q: 3 clusters Score -691832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -691837.000000 Penalty: 4257.344238
	Iteration 18Q: 3 clusters Score -691837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -691845.187500 Penalty: 4257.344238
	Iteration 19Q: 3 clusters Score -691845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -691864.437500 Penalty: 4257.344238
	Iteration 20F: 3 clusters Score -691864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -691880.250000 Penalty: 4257.344238
	Iteration 21Q: 3 clusters Score -691880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -691890.812500 Penalty: 4257.344238
	Iteration 22Q: 3 clusters Score -691890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -691898.375000 Penalty: 4257.344238
	Iteration 23Q: 3 clusters Score -691898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -691899.750000 Penalty: 4257.344238
	Iteration 24Q: 3 clusters Score -691899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -691903.000000 Penalty: 4257.344238
	Iteration 25Q: 3 clusters Score -691903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -691906.437500 Penalty: 4257.344238
	Iteration 26Q: 3 clusters Score -691906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -691905.937500 Penalty: 4257.344238
	Iteration 27Q: 3 clusters Score -691905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -691908.375000 Penalty: 4257.344238
	Iteration 28Q: 3 clusters Score -691908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -691909.250000 Penalty: 4257.344238
	Iteration 29Q: 3 clusters Score -691909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -691911.062500 Penalty: 4257.344238
	Iteration 30Q: 3 clusters Score -691911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -691913.312500 Penalty: 4257.344238
	Iteration 31Q: 3 clusters Score -691913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -691914.562500 Penalty: 4257.344238
	Iteration 32Q: 3 clusters Score -691914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -691915.437500 Penalty: 4257.344238
	Iteration 33Q: 3 clusters Score -691915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -691917.000000 Penalty: 4257.344238
	Iteration 34Q: 3 clusters Score -691917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -691918.500000 Penalty: 4257.344238
	Iteration 35Q: 3 clusters Score -691918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -691921.187500 Penalty: 4257.344238
	Iteration 36Q: 3 clusters Score -691921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -691922.250000 Penalty: 4257.344238
	Iteration 37Q: 3 clusters Score -691922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -691923.375000 Penalty: 4257.344238
	Iteration 38Q: 3 clusters Score -691923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -691925.500000 Penalty: 4257.344238
	Iteration 39Q: 3 clusters Score -691925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -691926.687500 Penalty: 4257.344238
	Iteration 40F: 3 clusters Score -691926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -691928.187500 Penalty: 4257.344238
	Iteration 41Q: 3 clusters Score -691928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -691928.625000 Penalty: 4257.344238
	Iteration 42Q: 3 clusters Score -691928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -691928.625000 Penalty: 4257.344238
	Iteration 43F: 3 clusters Score -691928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Entering Unmasked Estep 
Score: -15071138.000000 Penalty: 2888.452148
	Iteration 0F: 2 clusters Score -1.507114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -14995251.000000 Penalty: 5776.904297
	Iteration 0F: 3 clusters Score -1.499525e+07 nChanged 54189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -15027287.000000 Penalty: 5776.904297
	Iteration 1F: 3 clusters Score -1.502729e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -15028612.000000 Penalty: 5776.904297
	Iteration 2Q: 3 clusters Score -1.502861e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -15030349.000000 Penalty: 5776.904297
	Iteration 3Q: 3 clusters Score -1.503035e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -15032751.000000 Penalty: 5776.904297
	Iteration 4Q: 3 clusters Score -1.503275e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -15036517.000000 Penalty: 5776.904297
	Iteration 5F: 3 clusters Score -1.503652e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -15041897.000000 Penalty: 5776.904297
	Iteration 6F: 3 clusters Score -1.50419e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -15048727.000000 Penalty: 5776.904297
	Iteration 7F: 3 clusters Score -1.504873e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -15055485.000000 Penalty: 5776.904297
	Iteration 8F: 3 clusters Score -1.505548e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -15060893.000000 Penalty: 5776.904297
	Iteration 9F: 3 clusters Score -1.506089e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -15064580.000000 Penalty: 5776.904297
	Iteration 10Q: 3 clusters Score -1.506458e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -15066500.000000 Penalty: 5776.904297
	Iteration 11Q: 3 clusters Score -1.50665e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -15067687.000000 Penalty: 5776.904297
	Iteration 12Q: 3 clusters Score -1.506769e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 112715 members 
Entering Unmasked Estep 
Score: -15068199.000000 Penalty: 5776.904297
	Iteration 13Q: 3 clusters Score -1.50682e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -15068507.000000 Penalty: 5776.904297
	Iteration 14Q: 3 clusters Score -1.506851e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -15068697.000000 Penalty: 5776.904297
	Iteration 15Q: 3 clusters Score -1.50687e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -15068871.000000 Penalty: 5776.904297
	Iteration 16Q: 3 clusters Score -1.506887e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -15068945.000000 Penalty: 5776.904297
	Iteration 17Q: 3 clusters Score -1.506894e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -15069000.000000 Penalty: 5776.904297
	Iteration 18Q: 3 clusters Score -1.5069e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 113454 members 
Entering Unmasked Estep 
Score: -15069053.000000 Penalty: 5776.904297
	Iteration 19Q: 3 clusters Score -1.506905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 113477 members 
Entering Unmasked Estep 
Score: -15069092.000000 Penalty: 5776.904297
	Iteration 20F: 3 clusters Score -1.506909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -15069109.000000 Penalty: 5776.904297
	Iteration 21Q: 3 clusters Score -1.506911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -15069128.000000 Penalty: 5776.904297
	Iteration 22Q: 3 clusters Score -1.506913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -15069128.000000 Penalty: 5776.904297
	Iteration 23Q: 3 clusters Score -1.506913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 113477 members 
Entering Unmasked Estep 
Score: -15069136.000000 Penalty: 5776.904297
	Iteration 24Q: 3 clusters Score -1.506914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -15069148.000000 Penalty: 5776.904297
	Iteration 25Q: 3 clusters Score -1.506915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -15069151.000000 Penalty: 5776.904297
	Iteration 26Q: 3 clusters Score -1.506915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -15069140.000000 Penalty: 5776.904297
	Iteration 27Q: 3 clusters Score -1.506914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -15069151.000000 Penalty: 5776.904297
	Iteration 28Q: 3 clusters Score -1.506915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -15069151.000000 Penalty: 5776.904297
	Iteration 29Q: 3 clusters Score -1.506915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -15069159.000000 Penalty: 5776.904297
	Iteration 30Q: 3 clusters Score -1.506916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -15069152.000000 Penalty: 5776.904297
	Iteration 31Q: 3 clusters Score -1.506915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 113480 members 
Entering Unmasked Estep 
Score: -15069151.000000 Penalty: 5776.904297
	Iteration 32Q: 3 clusters Score -1.506915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 113480 members 
Entering Unmasked Estep 
Score: -15069151.000000 Penalty: 5776.904297
	Iteration 33F: 3 clusters Score -1.506915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Entering Unmasked Estep 
Score: -2214627.500000 Penalty: 2437.319580
	Iteration 0F: 2 clusters Score -2214628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2201517.000000 Penalty: 4874.639160
	Iteration 0F: 3 clusters Score -2201517 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2206798.500000 Penalty: 4874.639160
	Iteration 1F: 3 clusters Score -2206798 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2208008.250000 Penalty: 4874.639160
	Iteration 2F: 3 clusters Score -2208008 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2209137.500000 Penalty: 4874.639160
	Iteration 3F: 3 clusters Score -2209138 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2210124.500000 Penalty: 4874.639160
	Iteration 4F: 3 clusters Score -2210124 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2210972.500000 Penalty: 4874.639160
	Iteration 5F: 3 clusters Score -2210972 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2211780.750000 Penalty: 4874.639160
	Iteration 6F: 3 clusters Score -2211781 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2212445.250000 Penalty: 4874.639160
	Iteration 7Q: 3 clusters Score -2212445 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2212921.250000 Penalty: 4874.639160
	Iteration 8Q: 3 clusters Score -2212921 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2213213.250000 Penalty: 4874.639160
	Iteration 9Q: 3 clusters Score -2213213 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2213403.250000 Penalty: 4874.639160
	Iteration 10Q: 3 clusters Score -2213403 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2213564.750000 Penalty: 4874.639160
	Iteration 11Q: 3 clusters Score -2213565 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2213685.750000 Penalty: 4874.639160
	Iteration 12Q: 3 clusters Score -2213686 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2213800.250000 Penalty: 4874.639160
	Iteration 13Q: 3 clusters Score -2213800 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2213925.500000 Penalty: 4874.639160
	Iteration 14Q: 3 clusters Score -2213926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2214074.000000 Penalty: 4874.639160
	Iteration 15Q: 3 clusters Score -2214074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2214212.000000 Penalty: 4874.639160
	Iteration 16Q: 3 clusters Score -2214212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2214318.000000 Penalty: 4874.639160
	Iteration 17Q: 3 clusters Score -2214318 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2214374.250000 Penalty: 4874.639160
	Iteration 18Q: 3 clusters Score -2214374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2214433.500000 Penalty: 4874.639160
	Iteration 19Q: 3 clusters Score -2214434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2214483.750000 Penalty: 4874.639160
	Iteration 20F: 3 clusters Score -2214484 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2214518.750000 Penalty: 4874.639160
	Iteration 21Q: 3 clusters Score -2214519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2214539.000000 Penalty: 4874.639160
	Iteration 22Q: 3 clusters Score -2214539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2214554.250000 Penalty: 4874.639160
	Iteration 23Q: 3 clusters Score -2214554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2214566.750000 Penalty: 4874.639160
	Iteration 24Q: 3 clusters Score -2214567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2214570.750000 Penalty: 4874.639160
	Iteration 25Q: 3 clusters Score -2214571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2214581.000000 Penalty: 4874.639160
	Iteration 26Q: 3 clusters Score -2214581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2214588.500000 Penalty: 4874.639160
	Iteration 27Q: 3 clusters Score -2214588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2214595.500000 Penalty: 4874.639160
	Iteration 28Q: 3 clusters Score -2214596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2214597.000000 Penalty: 4874.639160
	Iteration 29Q: 3 clusters Score -2214597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2214597.750000 Penalty: 4874.639160
	Iteration 30Q: 3 clusters Score -2214598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2214598.750000 Penalty: 4874.639160
	Iteration 31Q: 3 clusters Score -2214599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2214600.000000 Penalty: 4874.639160
	Iteration 32Q: 3 clusters Score -2214600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2214598.000000 Penalty: 4874.639160
	Iteration 33Q: 3 clusters Score -2214598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2214594.250000 Penalty: 4874.639160
	Iteration 34Q: 3 clusters Score -2214594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2214597.750000 Penalty: 4874.639160
	Iteration 35Q: 3 clusters Score -2214598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2214601.750000 Penalty: 4874.639160
	Iteration 36Q: 3 clusters Score -2214602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2214599.000000 Penalty: 4874.639160
	Iteration 37Q: 3 clusters Score -2214599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2214598.250000 Penalty: 4874.639160
	Iteration 38Q: 3 clusters Score -2214598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2214598.250000 Penalty: 4874.639160
	Iteration 39F: 3 clusters Score -2214598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -780657.000000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -780657 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 2716 members 
Entering Unmasked Estep 
Score: -775763.625000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -775763.6 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -776981.125000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -776981.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -777181.625000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -777181.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -777293.875000 Penalty: 4275.216797
	Iteration 3Q: 3 clusters Score -777293.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -777367.625000 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -777367.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -777421.750000 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -777421.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -777474.687500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -777474.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -777532.687500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -777532.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -777580.687500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -777580.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -777626.187500 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -777626.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -777676.312500 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -777676.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -777720.375000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -777720.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -777763.750000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -777763.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -777822.562500 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -777822.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -777879.312500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -777879.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -777931.062500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -777931.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -777983.500000 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -777983.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -778036.312500 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -778036.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -778088.625000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -778088.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -778131.500000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -778131.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -778173.062500 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -778173.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -778215.187500 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -778215.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -778256.500000 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -778256.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -778298.125000 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -778298.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -778334.937500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -778334.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -778374.437500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -778374.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -778408.000000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -778408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -778439.812500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -778439.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -778479.750000 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -778479.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -778526.125000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -778526.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -778566.562500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -778566.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -778607.812500 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -778607.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -778633.500000 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -778633.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -778658.187500 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -778658.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -778673.375000 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -778673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -778683.125000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -778683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -778697.750000 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -778697.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -778715.250000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -778715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -778723.500000 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -778723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -778727.312500 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -778727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -778735.937500 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -778735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -778740.000000 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -778740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -778744.375000 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -778744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -778744.000000 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -778744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -778746.125000 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -778746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -778746.125000 Penalty: 4275.216797
	Iteration 45F: 3 clusters Score -778746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -951070.687500 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -951070.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -944818.812500 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -944818.8 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -946588.187500 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -946588.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -946946.687500 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -946946.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -947231.875000 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -947231.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -947524.125000 Penalty: 4444.901367
	Iteration 4F: 3 clusters Score -947524.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -947786.062500 Penalty: 4444.901367
	Iteration 5Q: 3 clusters Score -947786.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -948018.750000 Penalty: 4444.901367
	Iteration 6Q: 3 clusters Score -948018.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -948230.187500 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -948230.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -948406.625000 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -948406.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -948538.187500 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -948538.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -948643.812500 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -948643.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -948726.812500 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -948726.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -948800.187500 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -948800.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -948881.812500 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -948881.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -948971.000000 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -948971 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -949044.875000 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -949044.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -949106.437500 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -949106.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -949165.062500 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -949165.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -949211.812500 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -949211.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -949258.250000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -949258.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -949302.000000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -949302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -949347.125000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -949347.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -949402.812500 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -949402.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -949455.187500 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -949455.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -949516.625000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -949516.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -949592.125000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -949592.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -949681.375000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -949681.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -949765.625000 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -949765.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -949862.625000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -949862.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -949954.875000 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -949954.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -950040.500000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -950040.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -950136.437500 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -950136.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -950201.812500 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -950201.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -950257.250000 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -950257.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -950309.250000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -950309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -950337.437500 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -950337.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -950356.312500 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -950356.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -950373.687500 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -950373.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -950395.312500 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -950395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -950425.812500 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -950425.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -950493.625000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -950493.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -950578.312500 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -950578.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -950607.187500 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -950607.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -950617.187500 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -950617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -950621.937500 Penalty: 4444.901367
	Iteration 44Q: 3 clusters Score -950621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -950625.937500 Penalty: 4444.901367
	Iteration 45Q: 3 clusters Score -950625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -950627.062500 Penalty: 4444.901367
	Iteration 46Q: 3 clusters Score -950627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -950630.812500 Penalty: 4444.901367
	Iteration 47Q: 3 clusters Score -950630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -950633.750000 Penalty: 4444.901367
	Iteration 48Q: 3 clusters Score -950633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -950634.562500 Penalty: 4444.901367
	Iteration 49Q: 3 clusters Score -950634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -950633.125000 Penalty: 4444.901367
	Iteration 50Q: 3 clusters Score -950633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -950633.062500 Penalty: 4444.901367
	Iteration 51Q: 3 clusters Score -950633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -950633.062500 Penalty: 4444.901367
	Iteration 52F: 3 clusters Score -950633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 144972 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 137262 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 40657 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 135176 members 
Mstep: Class 17 contains 68403 members 
Mstep: Class 18 contains 201880 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 114346 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 7797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181042768.000000 Penalty: 94784.593750
Iteration 79Q: 28 clusters Score -1.810428e+08 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 21556 members 
Mstep: Class 3 contains 146565 members 
Mstep: Class 4 contains 107802 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 140618 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 14183 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 40594 members 
Mstep: Class 15 contains 170384 members 
Mstep: Class 16 contains 135151 members 
Mstep: Class 17 contains 66000 members 
Mstep: Class 18 contains 201698 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 17329 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 114426 members 
Mstep: Class 23 contains 18668 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 85489 members 
Mstep: Class 27 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181046640.000000 Penalty: 94784.593750
Iteration 80F: 28 clusters Score -1.810466e+08 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 21551 members 
Mstep: Class 3 contains 145745 members 
Mstep: Class 4 contains 108406 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 142084 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 14170 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9271 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 14 contains 40554 members 
Mstep: Class 15 contains 169805 members 
Mstep: Class 16 contains 135124 members 
Mstep: Class 17 contains 63765 members 
Mstep: Class 18 contains 201472 members 
Mstep: Class 19 contains 32718 members 
Mstep: Class 20 contains 17324 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 114464 members 
Mstep: Class 23 contains 18800 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 87393 members 
Mstep: Class 27 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047936.000000 Penalty: 94784.593750
Iteration 81Q: 28 clusters Score -1.810479e+08 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 144961 members 
Mstep: Class 4 contains 108988 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16291 members 
Mstep: Class 7 contains 143725 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 40545 members 
Mstep: Class 15 contains 168917 members 
Mstep: Class 16 contains 135111 members 
Mstep: Class 17 contains 61742 members 
Mstep: Class 18 contains 201543 members 
Mstep: Class 19 contains 32754 members 
Mstep: Class 20 contains 17308 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 114514 members 
Mstep: Class 23 contains 18907 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 88835 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048304.000000 Penalty: 94784.593750
Iteration 82Q: 28 clusters Score -1.810483e+08 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 144254 members 
Mstep: Class 4 contains 109532 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 145075 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 14137 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 167865 members 
Mstep: Class 16 contains 135090 members 
Mstep: Class 17 contains 59859 members 
Mstep: Class 18 contains 201760 members 
Mstep: Class 19 contains 32809 members 
Mstep: Class 20 contains 17309 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 114605 members 
Mstep: Class 23 contains 19000 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 7791 members 
Mstep: Class 26 contains 90353 members 
Mstep: Class 27 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048080.000000 Penalty: 94784.593750
Iteration 83Q: 28 clusters Score -1.810481e+08 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 143580 members 
Mstep: Class 4 contains 110093 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16270 members 
Mstep: Class 7 contains 145991 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 40545 members 
Mstep: Class 15 contains 166783 members 
Mstep: Class 16 contains 135060 members 
Mstep: Class 17 contains 58123 members 
Mstep: Class 18 contains 202013 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 17307 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 114710 members 
Mstep: Class 23 contains 19069 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 92064 members 
Mstep: Class 27 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047744.000000 Penalty: 94784.593750
Iteration 84Q: 28 clusters Score -1.810477e+08 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 142867 members 
Mstep: Class 4 contains 110632 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 7 contains 146518 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 40531 members 
Mstep: Class 15 contains 165599 members 
Mstep: Class 16 contains 135053 members 
Mstep: Class 17 contains 56546 members 
Mstep: Class 18 contains 202414 members 
Mstep: Class 19 contains 32949 members 
Mstep: Class 20 contains 17313 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 114815 members 
Mstep: Class 23 contains 19126 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 93988 members 
Mstep: Class 27 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047600.000000 Penalty: 94784.593750
Iteration 85Q: 28 clusters Score -1.810476e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 142188 members 
Mstep: Class 4 contains 111175 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 146714 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 164402 members 
Mstep: Class 16 contains 135044 members 
Mstep: Class 17 contains 55078 members 
Mstep: Class 18 contains 202816 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 17310 members 
Mstep: Class 21 contains 5373 members 
Mstep: Class 22 contains 114924 members 
Mstep: Class 23 contains 19181 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 7790 members 
Mstep: Class 26 contains 96118 members 
Mstep: Class 27 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048096.000000 Penalty: 94784.593750
Iteration 86Q: 28 clusters Score -1.810481e+08 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 141561 members 
Mstep: Class 4 contains 111673 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 146672 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 14042 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 14 contains 40496 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 135039 members 
Mstep: Class 17 contains 53771 members 
Mstep: Class 18 contains 203160 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114985 members 
Mstep: Class 23 contains 19231 members 
Mstep: Class 24 contains 5532 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 98382 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048064.000000 Penalty: 94784.593750
Iteration 87Q: 28 clusters Score -1.810481e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 21551 members 
Mstep: Class 3 contains 140910 members 
Mstep: Class 4 contains 112147 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 146441 members 
Mstep: Class 8 contains 5298 members 
Mstep: Class 9 contains 14028 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 14 contains 40484 members 
Mstep: Class 15 contains 162061 members 
Mstep: Class 16 contains 135034 members 
Mstep: Class 17 contains 52506 members 
Mstep: Class 18 contains 203618 members 
Mstep: Class 19 contains 33142 members 
Mstep: Class 20 contains 17338 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 115041 members 
Mstep: Class 23 contains 19276 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 7804 members 
Mstep: Class 26 contains 100668 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047952.000000 Penalty: 94784.593750
Iteration 88Q: 28 clusters Score -1.81048e+08 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 140291 members 
Mstep: Class 4 contains 112608 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 145943 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 40479 members 
Mstep: Class 15 contains 160937 members 
Mstep: Class 16 contains 135021 members 
Mstep: Class 17 contains 51176 members 
Mstep: Class 18 contains 204112 members 
Mstep: Class 19 contains 33205 members 
Mstep: Class 20 contains 17359 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 115108 members 
Mstep: Class 23 contains 19328 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 7809 members 
Mstep: Class 26 contains 103168 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048784.000000 Penalty: 94784.593750
Iteration 89Q: 28 clusters Score -1.810488e+08 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 139665 members 
Mstep: Class 4 contains 113034 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16253 members 
Mstep: Class 7 contains 145092 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 13986 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 7422 members 
Mstep: Class 14 contains 40479 members 
Mstep: Class 15 contains 159894 members 
Mstep: Class 16 contains 135014 members 
Mstep: Class 17 contains 49944 members 
Mstep: Class 18 contains 204545 members 
Mstep: Class 19 contains 33266 members 
Mstep: Class 20 contains 17363 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 115156 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 7818 members 
Mstep: Class 26 contains 105937 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048448.000000 Penalty: 94784.593750
Iteration 90Q: 28 clusters Score -1.810484e+08 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 139145 members 
Mstep: Class 4 contains 113412 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 144040 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 13974 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 40503 members 
Mstep: Class 15 contains 158815 members 
Mstep: Class 16 contains 135003 members 
Mstep: Class 17 contains 48779 members 
Mstep: Class 18 contains 204961 members 
Mstep: Class 19 contains 33330 members 
Mstep: Class 20 contains 17373 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 115196 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 108797 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047680.000000 Penalty: 94784.593750
Iteration 91Q: 28 clusters Score -1.810477e+08 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 21543 members 
Mstep: Class 3 contains 138624 members 
Mstep: Class 4 contains 113777 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16254 members 
Mstep: Class 7 contains 142687 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 13958 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 14 contains 40524 members 
Mstep: Class 15 contains 157724 members 
Mstep: Class 16 contains 135004 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 205492 members 
Mstep: Class 19 contains 33396 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 115234 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 7831 members 
Mstep: Class 26 contains 111880 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048176.000000 Penalty: 94784.593750
Iteration 92Q: 28 clusters Score -1.810482e+08 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 21543 members 
Mstep: Class 3 contains 138146 members 
Mstep: Class 4 contains 114183 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16254 members 
Mstep: Class 7 contains 141155 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 7434 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 156705 members 
Mstep: Class 16 contains 134998 members 
Mstep: Class 17 contains 46516 members 
Mstep: Class 18 contains 206027 members 
Mstep: Class 19 contains 33445 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 115276 members 
Mstep: Class 23 contains 19459 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 7838 members 
Mstep: Class 26 contains 115000 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048592.000000 Penalty: 94784.593750
Iteration 93Q: 28 clusters Score -1.810486e+08 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 21545 members 
Mstep: Class 3 contains 137646 members 
Mstep: Class 4 contains 114560 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16252 members 
Mstep: Class 7 contains 139222 members 
Mstep: Class 8 contains 5296 members 
Mstep: Class 9 contains 13937 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 14 contains 40524 members 
Mstep: Class 15 contains 155745 members 
Mstep: Class 16 contains 135001 members 
Mstep: Class 17 contains 45444 members 
Mstep: Class 18 contains 206488 members 
Mstep: Class 19 contains 33493 members 
Mstep: Class 20 contains 17395 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 115333 members 
Mstep: Class 23 contains 19478 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 118492 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049616.000000 Penalty: 94784.593750
Iteration 94Q: 28 clusters Score -1.810496e+08 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 21545 members 
Mstep: Class 3 contains 137175 members 
Mstep: Class 4 contains 114880 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16248 members 
Mstep: Class 7 contains 137063 members 
Mstep: Class 8 contains 5298 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 14 contains 40524 members 
Mstep: Class 15 contains 154888 members 
Mstep: Class 16 contains 134999 members 
Mstep: Class 17 contains 44445 members 
Mstep: Class 18 contains 206846 members 
Mstep: Class 19 contains 33549 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 115380 members 
Mstep: Class 23 contains 19486 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 122174 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049824.000000 Penalty: 94784.593750
Iteration 95Q: 28 clusters Score -1.810498e+08 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 21545 members 
Mstep: Class 3 contains 136673 members 
Mstep: Class 4 contains 115151 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16240 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 40524 members 
Mstep: Class 15 contains 154196 members 
Mstep: Class 16 contains 134992 members 
Mstep: Class 17 contains 43549 members 
Mstep: Class 18 contains 207127 members 
Mstep: Class 19 contains 33610 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 115432 members 
Mstep: Class 23 contains 19497 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 126047 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051760.000000 Penalty: 94784.593750
Iteration 96Q: 28 clusters Score -1.810518e+08 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 21544 members 
Mstep: Class 3 contains 136227 members 
Mstep: Class 4 contains 115442 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 131809 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 3923 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 7441 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 153587 members 
Mstep: Class 16 contains 134980 members 
Mstep: Class 17 contains 42695 members 
Mstep: Class 18 contains 207402 members 
Mstep: Class 19 contains 33686 members 
Mstep: Class 20 contains 17450 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 115452 members 
Mstep: Class 23 contains 19511 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 130085 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052704.000000 Penalty: 94784.593750
Iteration 97Q: 28 clusters Score -1.810527e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 21541 members 
Mstep: Class 3 contains 135762 members 
Mstep: Class 4 contains 115666 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16206 members 
Mstep: Class 7 contains 129039 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 40544 members 
Mstep: Class 15 contains 153019 members 
Mstep: Class 16 contains 134973 members 
Mstep: Class 17 contains 41867 members 
Mstep: Class 18 contains 207672 members 
Mstep: Class 19 contains 33768 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 115463 members 
Mstep: Class 23 contains 19521 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 134125 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053536.000000 Penalty: 94784.593750
Iteration 98Q: 28 clusters Score -1.810535e+08 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 21536 members 
Mstep: Class 3 contains 135356 members 
Mstep: Class 4 contains 115846 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 126082 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 152546 members 
Mstep: Class 16 contains 134970 members 
Mstep: Class 17 contains 41046 members 
Mstep: Class 18 contains 207901 members 
Mstep: Class 19 contains 33848 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 115491 members 
Mstep: Class 23 contains 19533 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 138242 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054032.000000 Penalty: 94784.593750
Iteration 99Q: 28 clusters Score -1.81054e+08 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 21535 members 
Mstep: Class 3 contains 134989 members 
Mstep: Class 4 contains 116003 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 122915 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 40544 members 
Mstep: Class 15 contains 152272 members 
Mstep: Class 16 contains 134964 members 
Mstep: Class 17 contains 40240 members 
Mstep: Class 18 contains 208116 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 17474 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 115547 members 
Mstep: Class 23 contains 19545 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 142340 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054528.000000 Penalty: 94784.593750
Iteration 100F: 28 clusters Score -1.810545e+08 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 21535 members 
Mstep: Class 3 contains 134653 members 
Mstep: Class 4 contains 116143 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16174 members 
Mstep: Class 7 contains 119638 members 
Mstep: Class 8 contains 5358 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 7451 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 152172 members 
Mstep: Class 16 contains 134953 members 
Mstep: Class 17 contains 39464 members 
Mstep: Class 18 contains 208277 members 
Mstep: Class 19 contains 34006 members 
Mstep: Class 20 contains 17493 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 115578 members 
Mstep: Class 23 contains 19551 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 146391 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055584.000000 Penalty: 94784.593750
Iteration 101Q: 28 clusters Score -1.810556e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 134358 members 
Mstep: Class 4 contains 116284 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 116402 members 
Mstep: Class 8 contains 5358 members 
Mstep: Class 9 contains 13824 members 
Mstep: Class 10 contains 3982 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 40546 members 
Mstep: Class 15 contains 152265 members 
Mstep: Class 16 contains 134947 members 
Mstep: Class 17 contains 38742 members 
Mstep: Class 18 contains 208461 members 
Mstep: Class 19 contains 34063 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 115608 members 
Mstep: Class 23 contains 19556 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 150142 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055280.000000 Penalty: 94784.593750
Iteration 102Q: 28 clusters Score -1.810553e+08 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 134038 members 
Mstep: Class 4 contains 116418 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16160 members 
Mstep: Class 7 contains 113154 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 40564 members 
Mstep: Class 15 contains 152517 members 
Mstep: Class 16 contains 134951 members 
Mstep: Class 17 contains 38052 members 
Mstep: Class 18 contains 208732 members 
Mstep: Class 19 contains 34115 members 
Mstep: Class 20 contains 17523 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 115643 members 
Mstep: Class 23 contains 19570 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 153637 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055232.000000 Penalty: 94784.593750
Iteration 103Q: 28 clusters Score -1.810552e+08 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 133763 members 
Mstep: Class 4 contains 116530 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 109998 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 13787 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 7465 members 
Mstep: Class 14 contains 40560 members 
Mstep: Class 15 contains 152885 members 
Mstep: Class 16 contains 134946 members 
Mstep: Class 17 contains 37419 members 
Mstep: Class 18 contains 209005 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 17536 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 115676 members 
Mstep: Class 23 contains 19588 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 7926 members 
Mstep: Class 26 contains 156808 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055280.000000 Penalty: 94784.593750
Iteration 104Q: 28 clusters Score -1.810553e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 21532 members 
Mstep: Class 3 contains 133585 members 
Mstep: Class 4 contains 116688 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 106981 members 
Mstep: Class 8 contains 5348 members 
Mstep: Class 9 contains 13771 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 153245 members 
Mstep: Class 16 contains 134945 members 
Mstep: Class 17 contains 36847 members 
Mstep: Class 18 contains 209301 members 
Mstep: Class 19 contains 34277 members 
Mstep: Class 20 contains 17538 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 115712 members 
Mstep: Class 23 contains 19594 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 7931 members 
Mstep: Class 26 contains 159675 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054320.000000 Penalty: 94784.593750
Iteration 105Q: 28 clusters Score -1.810543e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 21532 members 
Mstep: Class 3 contains 133394 members 
Mstep: Class 4 contains 116817 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 104054 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 40547 members 
Mstep: Class 15 contains 153563 members 
Mstep: Class 16 contains 134943 members 
Mstep: Class 17 contains 36291 members 
Mstep: Class 18 contains 209665 members 
Mstep: Class 19 contains 34355 members 
Mstep: Class 20 contains 17555 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 115737 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 162404 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053360.000000 Penalty: 94784.593750
Iteration 106Q: 28 clusters Score -1.810534e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 21530 members 
Mstep: Class 3 contains 133257 members 
Mstep: Class 4 contains 116924 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 101336 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 13753 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 40543 members 
Mstep: Class 15 contains 153810 members 
Mstep: Class 16 contains 134941 members 
Mstep: Class 17 contains 35791 members 
Mstep: Class 18 contains 210000 members 
Mstep: Class 19 contains 34453 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 115765 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 164922 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053696.000000 Penalty: 94784.593750
Iteration 107Q: 28 clusters Score -1.810537e+08 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 133140 members 
Mstep: Class 4 contains 117039 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16158 members 
Mstep: Class 7 contains 98700 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 13741 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 40556 members 
Mstep: Class 15 contains 154036 members 
Mstep: Class 16 contains 134934 members 
Mstep: Class 17 contains 35301 members 
Mstep: Class 18 contains 210343 members 
Mstep: Class 19 contains 34545 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 115795 members 
Mstep: Class 23 contains 19621 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 7961 members 
Mstep: Class 26 contains 167321 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053392.000000 Penalty: 94784.593750
Iteration 108Q: 28 clusters Score -1.810534e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 21526 members 
Mstep: Class 3 contains 133036 members 
Mstep: Class 4 contains 117147 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16159 members 
Mstep: Class 7 contains 96268 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 13732 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 7485 members 
Mstep: Class 14 contains 40558 members 
Mstep: Class 15 contains 154341 members 
Mstep: Class 16 contains 134927 members 
Mstep: Class 17 contains 34864 members 
Mstep: Class 18 contains 210655 members 
Mstep: Class 19 contains 34629 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 115805 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 7969 members 
Mstep: Class 26 contains 169457 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053136.000000 Penalty: 94784.593750
Iteration 109Q: 28 clusters Score -1.810531e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 21528 members 
Mstep: Class 3 contains 132955 members 
Mstep: Class 4 contains 117205 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16170 members 
Mstep: Class 7 contains 94048 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 40560 members 
Mstep: Class 15 contains 154626 members 
Mstep: Class 16 contains 134922 members 
Mstep: Class 17 contains 34483 members 
Mstep: Class 18 contains 210944 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 17601 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 115800 members 
Mstep: Class 23 contains 19640 members 
Mstep: Class 24 contains 5510 members 
Mstep: Class 25 contains 7974 members 
Mstep: Class 26 contains 171383 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053072.000000 Penalty: 94784.593750
Iteration 110Q: 28 clusters Score -1.810531e+08 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 21528 members 
Mstep: Class 3 contains 132915 members 
Mstep: Class 4 contains 117232 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16179 members 
Mstep: Class 7 contains 91956 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 13709 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 7491 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 154926 members 
Mstep: Class 16 contains 134927 members 
Mstep: Class 17 contains 34119 members 
Mstep: Class 18 contains 211212 members 
Mstep: Class 19 contains 34824 members 
Mstep: Class 20 contains 17613 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 115803 members 
Mstep: Class 23 contains 19644 members 
Mstep: Class 24 contains 5507 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 173170 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052512.000000 Penalty: 94784.593750
Iteration 111Q: 28 clusters Score -1.810525e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 132815 members 
Mstep: Class 4 contains 117265 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16183 members 
Mstep: Class 7 contains 90103 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 13692 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40574 members 
Mstep: Class 15 contains 155165 members 
Mstep: Class 16 contains 134931 members 
Mstep: Class 17 contains 33771 members 
Mstep: Class 18 contains 211493 members 
Mstep: Class 19 contains 34894 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 115821 members 
Mstep: Class 23 contains 19651 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7973 members 
Mstep: Class 26 contains 174808 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052464.000000 Penalty: 94784.593750
Iteration 112Q: 28 clusters Score -1.810525e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 21528 members 
Mstep: Class 3 contains 132754 members 
Mstep: Class 4 contains 117298 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16188 members 
Mstep: Class 7 contains 88430 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 13685 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 40577 members 
Mstep: Class 15 contains 155341 members 
Mstep: Class 16 contains 134931 members 
Mstep: Class 17 contains 33467 members 
Mstep: Class 18 contains 211763 members 
Mstep: Class 19 contains 34975 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 115832 members 
Mstep: Class 23 contains 19654 members 
Mstep: Class 24 contains 5503 members 
Mstep: Class 25 contains 7973 members 
Mstep: Class 26 contains 176252 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051376.000000 Penalty: 94784.593750
Iteration 113Q: 28 clusters Score -1.810514e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 132664 members 
Mstep: Class 4 contains 117304 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 86821 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 13680 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 40570 members 
Mstep: Class 15 contains 155519 members 
Mstep: Class 16 contains 134928 members 
Mstep: Class 17 contains 33173 members 
Mstep: Class 18 contains 212053 members 
Mstep: Class 19 contains 35045 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 115863 members 
Mstep: Class 23 contains 19661 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7971 members 
Mstep: Class 26 contains 177664 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050336.000000 Penalty: 94784.593750
Iteration 114Q: 28 clusters Score -1.810503e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 132591 members 
Mstep: Class 4 contains 117286 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16199 members 
Mstep: Class 7 contains 85392 members 
Mstep: Class 8 contains 5396 members 
Mstep: Class 9 contains 13671 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9228 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 155735 members 
Mstep: Class 16 contains 134928 members 
Mstep: Class 17 contains 32901 members 
Mstep: Class 18 contains 212341 members 
Mstep: Class 19 contains 35127 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 115872 members 
Mstep: Class 23 contains 19662 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7974 members 
Mstep: Class 26 contains 178853 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050272.000000 Penalty: 94784.593750
Iteration 115Q: 28 clusters Score -1.810503e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 132546 members 
Mstep: Class 4 contains 117275 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 84081 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 13663 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 40555 members 
Mstep: Class 15 contains 155974 members 
Mstep: Class 16 contains 134927 members 
Mstep: Class 17 contains 32666 members 
Mstep: Class 18 contains 212628 members 
Mstep: Class 19 contains 35231 members 
Mstep: Class 20 contains 17645 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 115875 members 
Mstep: Class 23 contains 19660 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7980 members 
Mstep: Class 26 contains 179823 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049648.000000 Penalty: 94784.593750
Iteration 116Q: 28 clusters Score -1.810496e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 21526 members 
Mstep: Class 3 contains 132478 members 
Mstep: Class 4 contains 117245 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 82870 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 40557 members 
Mstep: Class 15 contains 156265 members 
Mstep: Class 16 contains 134932 members 
Mstep: Class 17 contains 32412 members 
Mstep: Class 18 contains 212978 members 
Mstep: Class 19 contains 35326 members 
Mstep: Class 20 contains 17652 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 115880 members 
Mstep: Class 23 contains 19667 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7978 members 
Mstep: Class 26 contains 180628 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049024.000000 Penalty: 94784.593750
Iteration 117Q: 28 clusters Score -1.81049e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 132431 members 
Mstep: Class 4 contains 117227 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16196 members 
Mstep: Class 7 contains 81780 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 13656 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 40562 members 
Mstep: Class 15 contains 156536 members 
Mstep: Class 16 contains 134935 members 
Mstep: Class 17 contains 32171 members 
Mstep: Class 18 contains 213259 members 
Mstep: Class 19 contains 35449 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 115862 members 
Mstep: Class 23 contains 19675 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7980 members 
Mstep: Class 26 contains 181358 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048672.000000 Penalty: 94784.593750
Iteration 118Q: 28 clusters Score -1.810487e+08 nChanged 3020
Entering ConstructFrom: 
Score: -181048672.000000 Penalty: 94784.593750
Entering ConstructFrom: 
Trying to split cluster 1 (26841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Entering Unmasked Estep 
Score: -3514946.750000 Penalty: 2529.026123
	Iteration 0F: 2 clusters Score -3514947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3496453.500000 Penalty: 5058.052246
	Iteration 0F: 3 clusters Score -3496454 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3503528.500000 Penalty: 5058.052246
	Iteration 1F: 3 clusters Score -3503528 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3504978.750000 Penalty: 5058.052246
	Iteration 2F: 3 clusters Score -3504979 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3506882.000000 Penalty: 5058.052246
	Iteration 3F: 3 clusters Score -3506882 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3508821.750000 Penalty: 5058.052246
	Iteration 4F: 3 clusters Score -3508822 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3510407.250000 Penalty: 5058.052246
	Iteration 5F: 3 clusters Score -3510407 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3511467.250000 Penalty: 5058.052246
	Iteration 6F: 3 clusters Score -3511467 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3512192.500000 Penalty: 5058.052246
	Iteration 7Q: 3 clusters Score -3512192 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3512764.000000 Penalty: 5058.052246
	Iteration 8Q: 3 clusters Score -3512764 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3513257.250000 Penalty: 5058.052246
	Iteration 9Q: 3 clusters Score -3513257 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3513653.500000 Penalty: 5058.052246
	Iteration 10Q: 3 clusters Score -3513654 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3513993.250000 Penalty: 5058.052246
	Iteration 11Q: 3 clusters Score -3513993 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3514314.250000 Penalty: 5058.052246
	Iteration 12Q: 3 clusters Score -3514314 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3514638.000000 Penalty: 5058.052246
	Iteration 13Q: 3 clusters Score -3514638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3514930.500000 Penalty: 5058.052246
	Iteration 14Q: 3 clusters Score -3514930 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3515159.000000 Penalty: 5058.052246
	Iteration 15Q: 3 clusters Score -3515159 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3515252.250000 Penalty: 5058.052246
	Iteration 16Q: 3 clusters Score -3515252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3515292.250000 Penalty: 5058.052246
	Iteration 17Q: 3 clusters Score -3515292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3515319.500000 Penalty: 5058.052246
	Iteration 18Q: 3 clusters Score -3515320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3515331.750000 Penalty: 5058.052246
	Iteration 19Q: 3 clusters Score -3515332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3515340.250000 Penalty: 5058.052246
	Iteration 20F: 3 clusters Score -3515340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3515350.250000 Penalty: 5058.052246
	Iteration 21Q: 3 clusters Score -3515350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3515356.000000 Penalty: 5058.052246
	Iteration 22Q: 3 clusters Score -3515356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3515366.500000 Penalty: 5058.052246
	Iteration 23Q: 3 clusters Score -3515366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3515380.000000 Penalty: 5058.052246
	Iteration 24Q: 3 clusters Score -3515380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3515394.000000 Penalty: 5058.052246
	Iteration 25Q: 3 clusters Score -3515394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3515392.750000 Penalty: 5058.052246
	Iteration 26Q: 3 clusters Score -3515393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3515399.000000 Penalty: 5058.052246
	Iteration 27Q: 3 clusters Score -3515399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3515404.500000 Penalty: 5058.052246
	Iteration 28Q: 3 clusters Score -3515404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3515414.250000 Penalty: 5058.052246
	Iteration 29Q: 3 clusters Score -3515414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3515412.750000 Penalty: 5058.052246
	Iteration 30Q: 3 clusters Score -3515413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3515421.000000 Penalty: 5058.052246
	Iteration 31Q: 3 clusters Score -3515421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3515422.500000 Penalty: 5058.052246
	Iteration 32Q: 3 clusters Score -3515422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3515430.250000 Penalty: 5058.052246
	Iteration 33Q: 3 clusters Score -3515430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3515428.500000 Penalty: 5058.052246
	Iteration 34Q: 3 clusters Score -3515428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3515431.000000 Penalty: 5058.052246
	Iteration 35Q: 3 clusters Score -3515431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3515433.750000 Penalty: 5058.052246
	Iteration 36Q: 3 clusters Score -3515434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3515435.500000 Penalty: 5058.052246
	Iteration 37Q: 3 clusters Score -3515436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3515435.250000 Penalty: 5058.052246
	Iteration 38Q: 3 clusters Score -3515435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3515436.250000 Penalty: 5058.052246
	Iteration 39Q: 3 clusters Score -3515436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3515444.000000 Penalty: 5058.052246
	Iteration 40F: 3 clusters Score -3515444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3515444.750000 Penalty: 5058.052246
	Iteration 41Q: 3 clusters Score -3515445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3515443.750000 Penalty: 5058.052246
	Iteration 42Q: 3 clusters Score -3515444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3515443.750000 Penalty: 5058.052246
	Iteration 43F: 3 clusters Score -3515444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 132439 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 25063 members 
Entering Unmasked Estep 
Score: -181047344.000000 Penalty: 98295.132812
Splitting cluster 1 changes total score from -181048672.000000 to -181047344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Entering Unmasked Estep 
Score: -2774774.000000 Penalty: 2474.334717
	Iteration 0F: 2 clusters Score -2774774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2759787.000000 Penalty: 4948.669434
	Iteration 0F: 3 clusters Score -2759787 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2765273.500000 Penalty: 4948.669434
	Iteration 1F: 3 clusters Score -2765274 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2765909.250000 Penalty: 4948.669434
	Iteration 2F: 3 clusters Score -2765909 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2766672.250000 Penalty: 4948.669434
	Iteration 3F: 3 clusters Score -2766672 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2767755.000000 Penalty: 4948.669434
	Iteration 4F: 3 clusters Score -2767755 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2769622.250000 Penalty: 4948.669434
	Iteration 5F: 3 clusters Score -2769622 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2772666.750000 Penalty: 4948.669434
	Iteration 6F: 3 clusters Score -2772667 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2775181.250000 Penalty: 4948.669434
	Iteration 7F: 3 clusters Score -2775181 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2776250.750000 Penalty: 4948.669434
	Iteration 8F: 3 clusters Score -2776251 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2776791.000000 Penalty: 4948.669434
	Iteration 9Q: 3 clusters Score -2776791 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2777277.500000 Penalty: 4948.669434
	Iteration 10Q: 3 clusters Score -2777278 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2777985.250000 Penalty: 4948.669434
	Iteration 11Q: 3 clusters Score -2777985 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2779043.500000 Penalty: 4948.669434
	Iteration 12Q: 3 clusters Score -2779044 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2780491.750000 Penalty: 4948.669434
	Iteration 13Q: 3 clusters Score -2780492 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2782321.250000 Penalty: 4948.669434
	Iteration 14Q: 3 clusters Score -2782321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2783810.500000 Penalty: 4948.669434
	Iteration 15Q: 3 clusters Score -2783810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2784159.250000 Penalty: 4948.669434
	Iteration 16Q: 3 clusters Score -2784159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2784251.250000 Penalty: 4948.669434
	Iteration 17Q: 3 clusters Score -2784251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2784282.250000 Penalty: 4948.669434
	Iteration 18Q: 3 clusters Score -2784282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2784297.000000 Penalty: 4948.669434
	Iteration 19Q: 3 clusters Score -2784297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2784296.750000 Penalty: 4948.669434
	Iteration 20F: 3 clusters Score -2784297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2784294.500000 Penalty: 4948.669434
	Iteration 21Q: 3 clusters Score -2784294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2784294.500000 Penalty: 4948.669434
	Iteration 22F: 3 clusters Score -2784294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 132439 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7069 members 
Entering Unmasked Estep 
Score: -181054352.000000 Penalty: 98295.132812
Splitting cluster 2 changes total score from -181048672.000000 to -181054352.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (132439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Entering Unmasked Estep 
Score: -16678177.000000 Penalty: 2924.881592
	Iteration 0F: 2 clusters Score -1.667818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -16589984.000000 Penalty: 5849.763184
	Iteration 0F: 3 clusters Score -1.658998e+07 nChanged 63194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -16627526.000000 Penalty: 5849.763184
	Iteration 1F: 3 clusters Score -1.662753e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -16629747.000000 Penalty: 5849.763184
	Iteration 2Q: 3 clusters Score -1.662975e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -16633015.000000 Penalty: 5849.763184
	Iteration 3Q: 3 clusters Score -1.663302e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -16638385.000000 Penalty: 5849.763184
	Iteration 4F: 3 clusters Score -1.663838e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -16645441.000000 Penalty: 5849.763184
	Iteration 5F: 3 clusters Score -1.664544e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -16653716.000000 Penalty: 5849.763184
	Iteration 6F: 3 clusters Score -1.665372e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -16662130.000000 Penalty: 5849.763184
	Iteration 7F: 3 clusters Score -1.666213e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -16669228.000000 Penalty: 5849.763184
	Iteration 8F: 3 clusters Score -1.666923e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -16674632.000000 Penalty: 5849.763184
	Iteration 9Q: 3 clusters Score -1.667463e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -16678267.000000 Penalty: 5849.763184
	Iteration 10Q: 3 clusters Score -1.667827e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 112821 members 
Entering Unmasked Estep 
Score: -16680642.000000 Penalty: 5849.763184
	Iteration 11Q: 3 clusters Score -1.668064e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 114385 members 
Entering Unmasked Estep 
Score: -16682045.000000 Penalty: 5849.763184
	Iteration 12Q: 3 clusters Score -1.668204e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -16682891.000000 Penalty: 5849.763184
	Iteration 13Q: 3 clusters Score -1.668289e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -16683214.000000 Penalty: 5849.763184
	Iteration 14Q: 3 clusters Score -1.668321e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -16683442.000000 Penalty: 5849.763184
	Iteration 15Q: 3 clusters Score -1.668344e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -16683592.000000 Penalty: 5849.763184
	Iteration 16Q: 3 clusters Score -1.668359e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
Score: -16683621.000000 Penalty: 5849.763184
	Iteration 17Q: 3 clusters Score -1.668362e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -16683625.000000 Penalty: 5849.763184
	Iteration 18Q: 3 clusters Score -1.668362e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -16683689.000000 Penalty: 5849.763184
	Iteration 19Q: 3 clusters Score -1.668369e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -16683736.000000 Penalty: 5849.763184
	Iteration 20F: 3 clusters Score -1.668374e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -16683774.000000 Penalty: 5849.763184
	Iteration 21Q: 3 clusters Score -1.668377e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -16683796.000000 Penalty: 5849.763184
	Iteration 22Q: 3 clusters Score -1.66838e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 118857 members 
Entering Unmasked Estep 
Score: -16683794.000000 Penalty: 5849.763184
	Iteration 23Q: 3 clusters Score -1.668379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -16683779.000000 Penalty: 5849.763184
	Iteration 24Q: 3 clusters Score -1.668378e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -16683771.000000 Penalty: 5849.763184
	Iteration 25Q: 3 clusters Score -1.668377e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -16683754.000000 Penalty: 5849.763184
	Iteration 26Q: 3 clusters Score -1.668375e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -16683750.000000 Penalty: 5849.763184
	Iteration 27Q: 3 clusters Score -1.668375e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -16683758.000000 Penalty: 5849.763184
	Iteration 28Q: 3 clusters Score -1.668376e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 119381 members 
Entering Unmasked Estep 
Score: -16683775.000000 Penalty: 5849.763184
	Iteration 29Q: 3 clusters Score -1.668378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 119432 members 
Entering Unmasked Estep 
Score: -16683774.000000 Penalty: 5849.763184
	Iteration 30Q: 3 clusters Score -1.668377e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -16683765.000000 Penalty: 5849.763184
	Iteration 31Q: 3 clusters Score -1.668376e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -16683766.000000 Penalty: 5849.763184
	Iteration 32Q: 3 clusters Score -1.668377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -16683779.000000 Penalty: 5849.763184
	Iteration 33Q: 3 clusters Score -1.668378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 119587 members 
Entering Unmasked Estep 
Score: -16683775.000000 Penalty: 5849.763184
	Iteration 34Q: 3 clusters Score -1.668378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -16683777.000000 Penalty: 5849.763184
	Iteration 35Q: 3 clusters Score -1.668378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -16683782.000000 Penalty: 5849.763184
	Iteration 36Q: 3 clusters Score -1.668378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -16683785.000000 Penalty: 5849.763184
	Iteration 37Q: 3 clusters Score -1.668378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -16683813.000000 Penalty: 5849.763184
	Iteration 38Q: 3 clusters Score -1.668381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -16683819.000000 Penalty: 5849.763184
	Iteration 39Q: 3 clusters Score -1.668382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 119698 members 
Entering Unmasked Estep 
Score: -16683828.000000 Penalty: 5849.763184
	Iteration 40F: 3 clusters Score -1.668383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -16683837.000000 Penalty: 5849.763184
	Iteration 41Q: 3 clusters Score -1.668384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -16683816.000000 Penalty: 5849.763184
	Iteration 42Q: 3 clusters Score -1.668382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -16683816.000000 Penalty: 5849.763184
	Iteration 43Q: 3 clusters Score -1.668382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -16683821.000000 Penalty: 5849.763184
	Iteration 44Q: 3 clusters Score -1.668382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -16683827.000000 Penalty: 5849.763184
	Iteration 45Q: 3 clusters Score -1.668383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -16683833.000000 Penalty: 5849.763184
	Iteration 46Q: 3 clusters Score -1.668383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -16683830.000000 Penalty: 5849.763184
	Iteration 47Q: 3 clusters Score -1.668383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -16683834.000000 Penalty: 5849.763184
	Iteration 48Q: 3 clusters Score -1.668383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -16683833.000000 Penalty: 5849.763184
	Iteration 49Q: 3 clusters Score -1.668383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -16683847.000000 Penalty: 5849.763184
	Iteration 50Q: 3 clusters Score -1.668385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -16683839.000000 Penalty: 5849.763184
	Iteration 51Q: 3 clusters Score -1.668384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -16683839.000000 Penalty: 5849.763184
	Iteration 52Q: 3 clusters Score -1.668384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -16683834.000000 Penalty: 5849.763184
	Iteration 53Q: 3 clusters Score -1.668383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -16683850.000000 Penalty: 5849.763184
	Iteration 54Q: 3 clusters Score -1.668385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 119834 members 
Entering Unmasked Estep 
Score: -16683858.000000 Penalty: 5849.763184
	Iteration 55Q: 3 clusters Score -1.668386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -16683852.000000 Penalty: 5849.763184
	Iteration 56Q: 3 clusters Score -1.668385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -16683854.000000 Penalty: 5849.763184
	Iteration 57Q: 3 clusters Score -1.668385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -16683854.000000 Penalty: 5849.763184
	Iteration 58F: 3 clusters Score -1.668385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7069 members 
Mstep: Class 29 contains 119836 members 
Entering Unmasked Estep 
Score: -181060160.000000 Penalty: 101805.671875
Splitting cluster 3 changes total score from -181048672.000000 to -181060160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (117202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Entering Unmasked Estep 
Score: -15347149.000000 Penalty: 2894.570068
	Iteration 0F: 2 clusters Score -1.534715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -15268884.000000 Penalty: 5789.140137
	Iteration 0F: 3 clusters Score -1.526888e+07 nChanged 55726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -15300475.000000 Penalty: 5789.140137
	Iteration 1F: 3 clusters Score -1.530048e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -15301642.000000 Penalty: 5789.140137
	Iteration 2Q: 3 clusters Score -1.530164e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -15303470.000000 Penalty: 5789.140137
	Iteration 3Q: 3 clusters Score -1.530347e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 75724 members 
Entering Unmasked Estep 
Score: -15307070.000000 Penalty: 5789.140137
	Iteration 4F: 3 clusters Score -1.530707e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -15313754.000000 Penalty: 5789.140137
	Iteration 5F: 3 clusters Score -1.531375e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -15323795.000000 Penalty: 5789.140137
	Iteration 6F: 3 clusters Score -1.53238e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -15334245.000000 Penalty: 5789.140137
	Iteration 7F: 3 clusters Score -1.533424e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -15340700.000000 Penalty: 5789.140137
	Iteration 8F: 3 clusters Score -1.53407e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -15343155.000000 Penalty: 5789.140137
	Iteration 9Q: 3 clusters Score -1.534316e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -15343949.000000 Penalty: 5789.140137
	Iteration 10Q: 3 clusters Score -1.534395e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 116295 members 
Entering Unmasked Estep 
Score: -15344385.000000 Penalty: 5789.140137
	Iteration 11Q: 3 clusters Score -1.534438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 116455 members 
Entering Unmasked Estep 
Score: -15344569.000000 Penalty: 5789.140137
	Iteration 12Q: 3 clusters Score -1.534457e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 116522 members 
Entering Unmasked Estep 
Score: -15344679.000000 Penalty: 5789.140137
	Iteration 13Q: 3 clusters Score -1.534468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 116554 members 
Entering Unmasked Estep 
Score: -15344763.000000 Penalty: 5789.140137
	Iteration 14Q: 3 clusters Score -1.534476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 116564 members 
Entering Unmasked Estep 
Score: -15344814.000000 Penalty: 5789.140137
	Iteration 15Q: 3 clusters Score -1.534481e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 116575 members 
Entering Unmasked Estep 
Score: -15344844.000000 Penalty: 5789.140137
	Iteration 16Q: 3 clusters Score -1.534484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -15344873.000000 Penalty: 5789.140137
	Iteration 17Q: 3 clusters Score -1.534487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 116581 members 
Entering Unmasked Estep 
Score: -15344909.000000 Penalty: 5789.140137
	Iteration 18Q: 3 clusters Score -1.534491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -15344937.000000 Penalty: 5789.140137
	Iteration 19Q: 3 clusters Score -1.534494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -15344953.000000 Penalty: 5789.140137
	Iteration 20F: 3 clusters Score -1.534495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -15344963.000000 Penalty: 5789.140137
	Iteration 21Q: 3 clusters Score -1.534496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -15344986.000000 Penalty: 5789.140137
	Iteration 22Q: 3 clusters Score -1.534499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -15344989.000000 Penalty: 5789.140137
	Iteration 23Q: 3 clusters Score -1.534499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -15345008.000000 Penalty: 5789.140137
	Iteration 24Q: 3 clusters Score -1.534501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -15345031.000000 Penalty: 5789.140137
	Iteration 25Q: 3 clusters Score -1.534503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -15345043.000000 Penalty: 5789.140137
	Iteration 26Q: 3 clusters Score -1.534504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -15345044.000000 Penalty: 5789.140137
	Iteration 27Q: 3 clusters Score -1.534504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -15345039.000000 Penalty: 5789.140137
	Iteration 28Q: 3 clusters Score -1.534504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -15345051.000000 Penalty: 5789.140137
	Iteration 29Q: 3 clusters Score -1.534505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -15345080.000000 Penalty: 5789.140137
	Iteration 30Q: 3 clusters Score -1.534508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 116592 members 
Entering Unmasked Estep 
Score: -15345083.000000 Penalty: 5789.140137
	Iteration 31Q: 3 clusters Score -1.534508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -15345088.000000 Penalty: 5789.140137
	Iteration 32Q: 3 clusters Score -1.534509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -15345099.000000 Penalty: 5789.140137
	Iteration 33Q: 3 clusters Score -1.53451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -15345104.000000 Penalty: 5789.140137
	Iteration 34Q: 3 clusters Score -1.53451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -15345115.000000 Penalty: 5789.140137
	Iteration 35Q: 3 clusters Score -1.534512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 116575 members 
Entering Unmasked Estep 
Score: -15345125.000000 Penalty: 5789.140137
	Iteration 36Q: 3 clusters Score -1.534512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 116569 members 
Entering Unmasked Estep 
Score: -15345138.000000 Penalty: 5789.140137
	Iteration 37Q: 3 clusters Score -1.534514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -15345154.000000 Penalty: 5789.140137
	Iteration 38Q: 3 clusters Score -1.534515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -15345147.000000 Penalty: 5789.140137
	Iteration 39Q: 3 clusters Score -1.534515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -15345154.000000 Penalty: 5789.140137
	Iteration 40F: 3 clusters Score -1.534515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -15345164.000000 Penalty: 5789.140137
	Iteration 41Q: 3 clusters Score -1.534516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -15345168.000000 Penalty: 5789.140137
	Iteration 42Q: 3 clusters Score -1.534517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -15345178.000000 Penalty: 5789.140137
	Iteration 43Q: 3 clusters Score -1.534518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -15345204.000000 Penalty: 5789.140137
	Iteration 44Q: 3 clusters Score -1.53452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 116564 members 
Entering Unmasked Estep 
Score: -15345180.000000 Penalty: 5789.140137
	Iteration 45Q: 3 clusters Score -1.534518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 116562 members 
Entering Unmasked Estep 
Score: -15345191.000000 Penalty: 5789.140137
	Iteration 46Q: 3 clusters Score -1.534519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -15345197.000000 Penalty: 5789.140137
	Iteration 47Q: 3 clusters Score -1.53452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -15345202.000000 Penalty: 5789.140137
	Iteration 48Q: 3 clusters Score -1.53452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -15345202.000000 Penalty: 5789.140137
	Iteration 49F: 3 clusters Score -1.53452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -160589.656250 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -160589.7 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 629 members 
Entering Unmasked Estep 
Score: -158471.359375 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -158471.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158869.515625 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -158869.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159146.765625 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -159146.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159389.640625 Penalty: 3557.141602
	Iteration 3F: 3 clusters Score -159389.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159552.515625 Penalty: 3557.141602
	Iteration 4F: 3 clusters Score -159552.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -159701.359375 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -159701.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159933.312500 Penalty: 3557.141602
	Iteration 6F: 3 clusters Score -159933.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160145.515625 Penalty: 3557.141602
	Iteration 7F: 3 clusters Score -160145.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160298.875000 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -160298.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160505.812500 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -160505.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -160887.265625 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -160887.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160957.531250 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -160957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160966.531250 Penalty: 3557.141602
	Iteration 12Q: 3 clusters Score -160966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160969.343750 Penalty: 3557.141602
	Iteration 13Q: 3 clusters Score -160969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160969.671875 Penalty: 3557.141602
	Iteration 14Q: 3 clusters Score -160969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160969.671875 Penalty: 3557.141602
	Iteration 15F: 3 clusters Score -160969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7069 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 520 members 
Entering Unmasked Estep 
Score: -181058928.000000 Penalty: 105316.210938
Splitting cluster 5 changes total score from -181048672.000000 to -181058928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (16186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Entering Unmasked Estep 
Score: -2114743.500000 Penalty: 2403.591797
	Iteration 0F: 2 clusters Score -2114744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2103207.500000 Penalty: 4807.183594
	Iteration 0F: 3 clusters Score -2103208 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2107226.000000 Penalty: 4807.183594
	Iteration 1F: 3 clusters Score -2107226 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2108016.750000 Penalty: 4807.183594
	Iteration 2F: 3 clusters Score -2108017 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2108832.750000 Penalty: 4807.183594
	Iteration 3F: 3 clusters Score -2108833 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2109683.000000 Penalty: 4807.183594
	Iteration 4F: 3 clusters Score -2109683 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2110453.750000 Penalty: 4807.183594
	Iteration 5F: 3 clusters Score -2110454 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2111089.000000 Penalty: 4807.183594
	Iteration 6F: 3 clusters Score -2111089 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2111567.250000 Penalty: 4807.183594
	Iteration 7F: 3 clusters Score -2111567 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2111860.000000 Penalty: 4807.183594
	Iteration 8Q: 3 clusters Score -2111860 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2112076.000000 Penalty: 4807.183594
	Iteration 9Q: 3 clusters Score -2112076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2112227.500000 Penalty: 4807.183594
	Iteration 10Q: 3 clusters Score -2112228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2112382.750000 Penalty: 4807.183594
	Iteration 11Q: 3 clusters Score -2112383 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2112496.500000 Penalty: 4807.183594
	Iteration 12Q: 3 clusters Score -2112496 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2112615.250000 Penalty: 4807.183594
	Iteration 13Q: 3 clusters Score -2112615 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2112745.000000 Penalty: 4807.183594
	Iteration 14Q: 3 clusters Score -2112745 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2112878.250000 Penalty: 4807.183594
	Iteration 15Q: 3 clusters Score -2112878 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2112980.500000 Penalty: 4807.183594
	Iteration 16Q: 3 clusters Score -2112980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2113083.000000 Penalty: 4807.183594
	Iteration 17Q: 3 clusters Score -2113083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2113173.250000 Penalty: 4807.183594
	Iteration 18Q: 3 clusters Score -2113173 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2113248.000000 Penalty: 4807.183594
	Iteration 19Q: 3 clusters Score -2113248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2113316.000000 Penalty: 4807.183594
	Iteration 20F: 3 clusters Score -2113316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2113353.500000 Penalty: 4807.183594
	Iteration 21Q: 3 clusters Score -2113354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2113400.000000 Penalty: 4807.183594
	Iteration 22Q: 3 clusters Score -2113400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2113459.500000 Penalty: 4807.183594
	Iteration 23Q: 3 clusters Score -2113460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2113512.000000 Penalty: 4807.183594
	Iteration 24Q: 3 clusters Score -2113512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2113541.750000 Penalty: 4807.183594
	Iteration 25Q: 3 clusters Score -2113542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2113568.500000 Penalty: 4807.183594
	Iteration 26Q: 3 clusters Score -2113568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2113586.500000 Penalty: 4807.183594
	Iteration 27Q: 3 clusters Score -2113586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2113599.500000 Penalty: 4807.183594
	Iteration 28Q: 3 clusters Score -2113600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2113602.500000 Penalty: 4807.183594
	Iteration 29Q: 3 clusters Score -2113602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2113608.250000 Penalty: 4807.183594
	Iteration 30Q: 3 clusters Score -2113608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2113612.750000 Penalty: 4807.183594
	Iteration 31Q: 3 clusters Score -2113613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2113611.750000 Penalty: 4807.183594
	Iteration 32Q: 3 clusters Score -2113612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2113618.750000 Penalty: 4807.183594
	Iteration 33Q: 3 clusters Score -2113619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2113620.500000 Penalty: 4807.183594
	Iteration 34Q: 3 clusters Score -2113620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2113630.000000 Penalty: 4807.183594
	Iteration 35Q: 3 clusters Score -2113630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2113633.250000 Penalty: 4807.183594
	Iteration 36Q: 3 clusters Score -2113633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2113631.750000 Penalty: 4807.183594
	Iteration 37Q: 3 clusters Score -2113632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2113635.500000 Penalty: 4807.183594
	Iteration 38Q: 3 clusters Score -2113636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2113639.250000 Penalty: 4807.183594
	Iteration 39Q: 3 clusters Score -2113639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2113646.250000 Penalty: 4807.183594
	Iteration 40F: 3 clusters Score -2113646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2113646.000000 Penalty: 4807.183594
	Iteration 41Q: 3 clusters Score -2113646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2113649.000000 Penalty: 4807.183594
	Iteration 42Q: 3 clusters Score -2113649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2113648.250000 Penalty: 4807.183594
	Iteration 43Q: 3 clusters Score -2113648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2113647.250000 Penalty: 4807.183594
	Iteration 44Q: 3 clusters Score -2113647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2113646.000000 Penalty: 4807.183594
	Iteration 45Q: 3 clusters Score -2113646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2113644.000000 Penalty: 4807.183594
	Iteration 46Q: 3 clusters Score -2113644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2113645.250000 Penalty: 4807.183594
	Iteration 47Q: 3 clusters Score -2113645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2113642.000000 Penalty: 4807.183594
	Iteration 48Q: 3 clusters Score -2113642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2113642.000000 Penalty: 4807.183594
	Iteration 49F: 3 clusters Score -2113642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Entering Unmasked Estep 
Score: -10905537.000000 Penalty: 2802.201660
	Iteration 0F: 2 clusters Score -1.090554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -10851387.000000 Penalty: 5604.403320
	Iteration 0F: 3 clusters Score -1.085139e+07 nChanged 37985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -10872856.000000 Penalty: 5604.403320
	Iteration 1F: 3 clusters Score -1.087286e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -10873496.000000 Penalty: 5604.403320
	Iteration 2Q: 3 clusters Score -1.08735e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -10874098.000000 Penalty: 5604.403320
	Iteration 3Q: 3 clusters Score -1.08741e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -10874965.000000 Penalty: 5604.403320
	Iteration 4Q: 3 clusters Score -1.087496e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -10876085.000000 Penalty: 5604.403320
	Iteration 5Q: 3 clusters Score -1.087608e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -10878035.000000 Penalty: 5604.403320
	Iteration 6Q: 3 clusters Score -1.087804e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -10881435.000000 Penalty: 5604.403320
	Iteration 7F: 3 clusters Score -1.088144e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -10886672.000000 Penalty: 5604.403320
	Iteration 8F: 3 clusters Score -1.088667e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -10893084.000000 Penalty: 5604.403320
	Iteration 9F: 3 clusters Score -1.089308e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -10898530.000000 Penalty: 5604.403320
	Iteration 10F: 3 clusters Score -1.089853e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10901337.000000 Penalty: 5604.403320
	Iteration 11Q: 3 clusters Score -1.090134e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10902452.000000 Penalty: 5604.403320
	Iteration 12Q: 3 clusters Score -1.090245e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10902837.000000 Penalty: 5604.403320
	Iteration 13Q: 3 clusters Score -1.090284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10902946.000000 Penalty: 5604.403320
	Iteration 14Q: 3 clusters Score -1.090295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10903022.000000 Penalty: 5604.403320
	Iteration 15Q: 3 clusters Score -1.090302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10903053.000000 Penalty: 5604.403320
	Iteration 16Q: 3 clusters Score -1.090305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10903062.000000 Penalty: 5604.403320
	Iteration 17Q: 3 clusters Score -1.090306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10903084.000000 Penalty: 5604.403320
	Iteration 18Q: 3 clusters Score -1.090308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10903093.000000 Penalty: 5604.403320
	Iteration 19Q: 3 clusters Score -1.090309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10903101.000000 Penalty: 5604.403320
	Iteration 20F: 3 clusters Score -1.09031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10903105.000000 Penalty: 5604.403320
	Iteration 21Q: 3 clusters Score -1.09031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10903121.000000 Penalty: 5604.403320
	Iteration 22Q: 3 clusters Score -1.090312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10903122.000000 Penalty: 5604.403320
	Iteration 23Q: 3 clusters Score -1.090312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10903125.000000 Penalty: 5604.403320
	Iteration 24Q: 3 clusters Score -1.090312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10903128.000000 Penalty: 5604.403320
	Iteration 25Q: 3 clusters Score -1.090313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10903131.000000 Penalty: 5604.403320
	Iteration 26Q: 3 clusters Score -1.090313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10903131.000000 Penalty: 5604.403320
	Iteration 27F: 3 clusters Score -1.090313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -714188.375000 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -714188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -709418.062500 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -709418.1 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -710713.687500 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -710713.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -711090.312500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -711090.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -711491.312500 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -711491.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -711977.937500 Penalty: 4262.700684
	Iteration 4F: 3 clusters Score -711977.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -712422.562500 Penalty: 4262.700684
	Iteration 5F: 3 clusters Score -712422.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -712714.750000 Penalty: 4262.700684
	Iteration 6F: 3 clusters Score -712714.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -712900.000000 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -712900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -713033.437500 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -713033.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -713133.687500 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -713133.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -713194.250000 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -713194.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -713240.250000 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -713240.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -713277.125000 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -713277.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -713300.250000 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -713300.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -713313.937500 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -713313.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -713325.375000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -713325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -713332.437500 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -713332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -713343.437500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -713343.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -713351.000000 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -713351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -713355.187500 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -713355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -713354.437500 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -713354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Entering Unmasked Estep 
Score: -1778361.500000 Penalty: 2361.421631
	Iteration 0F: 2 clusters Score -1778362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1768350.250000 Penalty: 4722.843262
	Iteration 0F: 3 clusters Score -1768350 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1771621.625000 Penalty: 4722.843262
	Iteration 1F: 3 clusters Score -1771622 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1772228.750000 Penalty: 4722.843262
	Iteration 2F: 3 clusters Score -1772229 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1772919.375000 Penalty: 4722.843262
	Iteration 3F: 3 clusters Score -1772919 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1773628.875000 Penalty: 4722.843262
	Iteration 4F: 3 clusters Score -1773629 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1774276.875000 Penalty: 4722.843262
	Iteration 5F: 3 clusters Score -1774277 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1774777.000000 Penalty: 4722.843262
	Iteration 6F: 3 clusters Score -1774777 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1775176.750000 Penalty: 4722.843262
	Iteration 7F: 3 clusters Score -1775177 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1775453.625000 Penalty: 4722.843262
	Iteration 8Q: 3 clusters Score -1775454 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1775666.750000 Penalty: 4722.843262
	Iteration 9Q: 3 clusters Score -1775667 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1775872.750000 Penalty: 4722.843262
	Iteration 10Q: 3 clusters Score -1775873 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1776084.625000 Penalty: 4722.843262
	Iteration 11Q: 3 clusters Score -1776085 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1776298.375000 Penalty: 4722.843262
	Iteration 12Q: 3 clusters Score -1776298 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1776494.375000 Penalty: 4722.843262
	Iteration 13Q: 3 clusters Score -1776494 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1776678.750000 Penalty: 4722.843262
	Iteration 14Q: 3 clusters Score -1776679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1776856.250000 Penalty: 4722.843262
	Iteration 15Q: 3 clusters Score -1776856 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1777011.875000 Penalty: 4722.843262
	Iteration 16Q: 3 clusters Score -1777012 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1777135.500000 Penalty: 4722.843262
	Iteration 17Q: 3 clusters Score -1777136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1777242.500000 Penalty: 4722.843262
	Iteration 18Q: 3 clusters Score -1777242 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1777324.125000 Penalty: 4722.843262
	Iteration 19Q: 3 clusters Score -1777324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1777378.375000 Penalty: 4722.843262
	Iteration 20F: 3 clusters Score -1777378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1777414.750000 Penalty: 4722.843262
	Iteration 21Q: 3 clusters Score -1777415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1777458.500000 Penalty: 4722.843262
	Iteration 22Q: 3 clusters Score -1777458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1777485.000000 Penalty: 4722.843262
	Iteration 23Q: 3 clusters Score -1777485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1777515.125000 Penalty: 4722.843262
	Iteration 24Q: 3 clusters Score -1777515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1777536.000000 Penalty: 4722.843262
	Iteration 25Q: 3 clusters Score -1777536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1777555.125000 Penalty: 4722.843262
	Iteration 26Q: 3 clusters Score -1777555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1777563.250000 Penalty: 4722.843262
	Iteration 27Q: 3 clusters Score -1777563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1777571.250000 Penalty: 4722.843262
	Iteration 28Q: 3 clusters Score -1777571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1777575.250000 Penalty: 4722.843262
	Iteration 29Q: 3 clusters Score -1777575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1777582.250000 Penalty: 4722.843262
	Iteration 30Q: 3 clusters Score -1777582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1777580.125000 Penalty: 4722.843262
	Iteration 31Q: 3 clusters Score -1777580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1777589.750000 Penalty: 4722.843262
	Iteration 32Q: 3 clusters Score -1777590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1777596.500000 Penalty: 4722.843262
	Iteration 33Q: 3 clusters Score -1777596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1777605.000000 Penalty: 4722.843262
	Iteration 34Q: 3 clusters Score -1777605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1777613.250000 Penalty: 4722.843262
	Iteration 35Q: 3 clusters Score -1777613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1777618.625000 Penalty: 4722.843262
	Iteration 36Q: 3 clusters Score -1777619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1777620.875000 Penalty: 4722.843262
	Iteration 37Q: 3 clusters Score -1777621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1777625.375000 Penalty: 4722.843262
	Iteration 38Q: 3 clusters Score -1777625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1777626.625000 Penalty: 4722.843262
	Iteration 39Q: 3 clusters Score -1777627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1777628.375000 Penalty: 4722.843262
	Iteration 40F: 3 clusters Score -1777628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1777629.500000 Penalty: 4722.843262
	Iteration 41Q: 3 clusters Score -1777630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1777629.125000 Penalty: 4722.843262
	Iteration 42Q: 3 clusters Score -1777629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1777634.875000 Penalty: 4722.843262
	Iteration 43Q: 3 clusters Score -1777635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1777639.250000 Penalty: 4722.843262
	Iteration 44Q: 3 clusters Score -1777639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1777645.000000 Penalty: 4722.843262
	Iteration 45Q: 3 clusters Score -1777645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1777649.125000 Penalty: 4722.843262
	Iteration 46Q: 3 clusters Score -1777649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1777647.375000 Penalty: 4722.843262
	Iteration 47Q: 3 clusters Score -1777647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1777648.500000 Penalty: 4722.843262
	Iteration 48Q: 3 clusters Score -1777648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1777648.500000 Penalty: 4722.843262
	Iteration 49Q: 3 clusters Score -1777648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1777650.625000 Penalty: 4722.843262
	Iteration 50Q: 3 clusters Score -1777651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1777651.875000 Penalty: 4722.843262
	Iteration 51Q: 3 clusters Score -1777652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1777649.500000 Penalty: 4722.843262
	Iteration 52Q: 3 clusters Score -1777650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1777648.250000 Penalty: 4722.843262
	Iteration 53Q: 3 clusters Score -1777648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1777648.250000 Penalty: 4722.843262
	Iteration 54F: 3 clusters Score -1777648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -544208.687500 Penalty: 2057.048340
	Iteration 0F: 2 clusters Score -544208.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -540308.187500 Penalty: 4114.096680
	Iteration 0F: 3 clusters Score -540308.2 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -541151.000000 Penalty: 4114.096680
	Iteration 1F: 3 clusters Score -541151 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -541345.687500 Penalty: 4114.096680
	Iteration 2F: 3 clusters Score -541345.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -541446.000000 Penalty: 4114.096680
	Iteration 3Q: 3 clusters Score -541446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -541503.937500 Penalty: 4114.096680
	Iteration 4Q: 3 clusters Score -541503.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -541549.437500 Penalty: 4114.096680
	Iteration 5Q: 3 clusters Score -541549.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -541583.562500 Penalty: 4114.096680
	Iteration 6Q: 3 clusters Score -541583.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -541602.437500 Penalty: 4114.096680
	Iteration 7Q: 3 clusters Score -541602.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541623.437500 Penalty: 4114.096680
	Iteration 8Q: 3 clusters Score -541623.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -541639.000000 Penalty: 4114.096680
	Iteration 9Q: 3 clusters Score -541639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -541650.375000 Penalty: 4114.096680
	Iteration 10Q: 3 clusters Score -541650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -541657.750000 Penalty: 4114.096680
	Iteration 11Q: 3 clusters Score -541657.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541664.125000 Penalty: 4114.096680
	Iteration 12Q: 3 clusters Score -541664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -541670.062500 Penalty: 4114.096680
	Iteration 13Q: 3 clusters Score -541670.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -541675.500000 Penalty: 4114.096680
	Iteration 14Q: 3 clusters Score -541675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -541677.125000 Penalty: 4114.096680
	Iteration 15Q: 3 clusters Score -541677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -541677.812500 Penalty: 4114.096680
	Iteration 16Q: 3 clusters Score -541677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -541678.062500 Penalty: 4114.096680
	Iteration 17Q: 3 clusters Score -541678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -541678.562500 Penalty: 4114.096680
	Iteration 18Q: 3 clusters Score -541678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -541679.875000 Penalty: 4114.096680
	Iteration 19Q: 3 clusters Score -541679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541682.500000 Penalty: 4114.096680
	Iteration 20F: 3 clusters Score -541682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541683.750000 Penalty: 4114.096680
	Iteration 21Q: 3 clusters Score -541683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -541685.875000 Penalty: 4114.096680
	Iteration 22Q: 3 clusters Score -541685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -541688.687500 Penalty: 4114.096680
	Iteration 23Q: 3 clusters Score -541688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541690.812500 Penalty: 4114.096680
	Iteration 24Q: 3 clusters Score -541690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -541691.125000 Penalty: 4114.096680
	Iteration 25Q: 3 clusters Score -541691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -541691.312500 Penalty: 4114.096680
	Iteration 26Q: 3 clusters Score -541691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -541690.812500 Penalty: 4114.096680
	Iteration 27Q: 3 clusters Score -541690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -541690.812500 Penalty: 4114.096680
	Iteration 28F: 3 clusters Score -541690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -50805.886719 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -50805.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49426.507812 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -49426.51 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49599.042969 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -49599.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49647.617188 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -49647.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49663.867188 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -49663.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49672.054688 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -49672.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49675.464844 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -49675.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49676.750000 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -49676.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49677.792969 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -49677.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49681.179688 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -49681.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49689.960938 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -49689.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49689.960938 Penalty: 2979.151367
	Iteration 10F: 3 clusters Score -49689.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -1220432.750000 Penalty: 2264.346924
	Iteration 0F: 2 clusters Score -1220433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1213330.000000 Penalty: 4528.693848
	Iteration 0F: 3 clusters Score -1213330 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1215379.625000 Penalty: 4528.693848
	Iteration 1F: 3 clusters Score -1215380 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1215697.500000 Penalty: 4528.693848
	Iteration 2F: 3 clusters Score -1215698 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1216011.250000 Penalty: 4528.693848
	Iteration 3F: 3 clusters Score -1216011 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1216431.625000 Penalty: 4528.693848
	Iteration 4F: 3 clusters Score -1216432 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1217050.375000 Penalty: 4528.693848
	Iteration 5F: 3 clusters Score -1217050 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1217753.875000 Penalty: 4528.693848
	Iteration 6F: 3 clusters Score -1217754 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1218245.500000 Penalty: 4528.693848
	Iteration 7F: 3 clusters Score -1218246 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1218559.125000 Penalty: 4528.693848
	Iteration 8F: 3 clusters Score -1218559 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1218709.500000 Penalty: 4528.693848
	Iteration 9Q: 3 clusters Score -1218710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1218779.750000 Penalty: 4528.693848
	Iteration 10Q: 3 clusters Score -1218780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1218808.375000 Penalty: 4528.693848
	Iteration 11Q: 3 clusters Score -1218808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1218824.375000 Penalty: 4528.693848
	Iteration 12Q: 3 clusters Score -1218824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1218838.750000 Penalty: 4528.693848
	Iteration 13Q: 3 clusters Score -1218839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1218844.750000 Penalty: 4528.693848
	Iteration 14Q: 3 clusters Score -1218845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1218847.375000 Penalty: 4528.693848
	Iteration 15Q: 3 clusters Score -1218847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1218849.625000 Penalty: 4528.693848
	Iteration 16Q: 3 clusters Score -1218850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1218853.750000 Penalty: 4528.693848
	Iteration 17Q: 3 clusters Score -1218854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1218856.875000 Penalty: 4528.693848
	Iteration 18Q: 3 clusters Score -1218857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1218857.250000 Penalty: 4528.693848
	Iteration 19Q: 3 clusters Score -1218857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1218857.000000 Penalty: 4528.693848
	Iteration 20F: 3 clusters Score -1218857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1218859.500000 Penalty: 4528.693848
	Iteration 21Q: 3 clusters Score -1218860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1218858.250000 Penalty: 4528.693848
	Iteration 22Q: 3 clusters Score -1218858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1218859.250000 Penalty: 4528.693848
	Iteration 23Q: 3 clusters Score -1218859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1218859.250000 Penalty: 4528.693848
	Iteration 24F: 3 clusters Score -1218859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -935633.875000 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -935633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -929543.500000 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -929543.5 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -931236.000000 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -931236 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -931497.625000 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -931497.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -931691.812500 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -931691.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -931861.312500 Penalty: 4425.374023
	Iteration 4Q: 3 clusters Score -931861.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -932064.187500 Penalty: 4425.374023
	Iteration 5Q: 3 clusters Score -932064.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -932370.937500 Penalty: 4425.374023
	Iteration 6Q: 3 clusters Score -932370.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -932759.687500 Penalty: 4425.374023
	Iteration 7F: 3 clusters Score -932759.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -933150.000000 Penalty: 4425.374023
	Iteration 8F: 3 clusters Score -933150 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -933494.250000 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -933494.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -933787.875000 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -933787.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -933989.812500 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -933989.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -934124.187500 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -934124.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -934220.312500 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -934220.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -934281.250000 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -934281.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -934331.875000 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -934331.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -934373.437500 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -934373.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -934405.312500 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -934405.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -934429.687500 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -934429.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -934456.812500 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -934456.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -934475.125000 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -934475.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -934490.375000 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -934490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -934500.312500 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -934500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -934508.500000 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -934508.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -934512.937500 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -934512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -934516.687500 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -934516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -934517.625000 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -934517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -934523.500000 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -934523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -934526.625000 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -934526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -934533.625000 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -934533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -934536.000000 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -934536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -934538.062500 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -934538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -934538.500000 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -934538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -934539.125000 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -934539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -934539.125000 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -934539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -934541.250000 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -934541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -934541.250000 Penalty: 4425.374023
	Iteration 36F: 3 clusters Score -934541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Entering Unmasked Estep 
Score: -5505197.000000 Penalty: 2631.462158
	Iteration 0F: 2 clusters Score -5505197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5477776.000000 Penalty: 5262.924316
	Iteration 0F: 3 clusters Score -5477776 nChanged 18629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -5488102.000000 Penalty: 5262.924316
	Iteration 1F: 3 clusters Score -5488102 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5488626.000000 Penalty: 5262.924316
	Iteration 2Q: 3 clusters Score -5488626 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5489136.500000 Penalty: 5262.924316
	Iteration 3Q: 3 clusters Score -5489136 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -5489612.000000 Penalty: 5262.924316
	Iteration 4Q: 3 clusters Score -5489612 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5490182.000000 Penalty: 5262.924316
	Iteration 5Q: 3 clusters Score -5490182 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -5491021.000000 Penalty: 5262.924316
	Iteration 6Q: 3 clusters Score -5491021 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5492217.500000 Penalty: 5262.924316
	Iteration 7F: 3 clusters Score -5492218 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -5493805.500000 Penalty: 5262.924316
	Iteration 8F: 3 clusters Score -5493806 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -5495928.000000 Penalty: 5262.924316
	Iteration 9F: 3 clusters Score -5495928 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5498320.500000 Penalty: 5262.924316
	Iteration 10F: 3 clusters Score -5498320 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5500306.500000 Penalty: 5262.924316
	Iteration 11F: 3 clusters Score -5500306 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5501641.000000 Penalty: 5262.924316
	Iteration 12Q: 3 clusters Score -5501641 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5502297.500000 Penalty: 5262.924316
	Iteration 13Q: 3 clusters Score -5502298 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5502601.000000 Penalty: 5262.924316
	Iteration 14Q: 3 clusters Score -5502601 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5502713.000000 Penalty: 5262.924316
	Iteration 15Q: 3 clusters Score -5502713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5502787.000000 Penalty: 5262.924316
	Iteration 16Q: 3 clusters Score -5502787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5502841.000000 Penalty: 5262.924316
	Iteration 17Q: 3 clusters Score -5502841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5502866.000000 Penalty: 5262.924316
	Iteration 18Q: 3 clusters Score -5502866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5502900.000000 Penalty: 5262.924316
	Iteration 19Q: 3 clusters Score -5502900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5502932.500000 Penalty: 5262.924316
	Iteration 20F: 3 clusters Score -5502932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5502948.500000 Penalty: 5262.924316
	Iteration 21Q: 3 clusters Score -5502948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5502947.000000 Penalty: 5262.924316
	Iteration 22Q: 3 clusters Score -5502947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5502948.500000 Penalty: 5262.924316
	Iteration 23Q: 3 clusters Score -5502948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5502955.000000 Penalty: 5262.924316
	Iteration 24Q: 3 clusters Score -5502955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5502963.000000 Penalty: 5262.924316
	Iteration 25Q: 3 clusters Score -5502963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5502973.500000 Penalty: 5262.924316
	Iteration 26Q: 3 clusters Score -5502974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5502979.000000 Penalty: 5262.924316
	Iteration 27Q: 3 clusters Score -5502979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5502981.000000 Penalty: 5262.924316
	Iteration 28Q: 3 clusters Score -5502981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5502984.500000 Penalty: 5262.924316
	Iteration 29Q: 3 clusters Score -5502984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5502990.500000 Penalty: 5262.924316
	Iteration 30Q: 3 clusters Score -5502990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5502992.500000 Penalty: 5262.924316
	Iteration 31Q: 3 clusters Score -5502992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5502987.500000 Penalty: 5262.924316
	Iteration 32Q: 3 clusters Score -5502988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5502999.000000 Penalty: 5262.924316
	Iteration 33Q: 3 clusters Score -5502999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5502999.000000 Penalty: 5262.924316
	Iteration 34F: 3 clusters Score -5502999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Entering Unmasked Estep 
Score: -20910648.000000 Penalty: 2966.765625
	Iteration 0F: 2 clusters Score -2.091065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -20810368.000000 Penalty: 5933.531250
	Iteration 0F: 3 clusters Score -2.081037e+07 nChanged 74884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -20853734.000000 Penalty: 5933.531250
	Iteration 1F: 3 clusters Score -2.085373e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -20855388.000000 Penalty: 5933.531250
	Iteration 2Q: 3 clusters Score -2.085539e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -20858198.000000 Penalty: 5933.531250
	Iteration 3Q: 3 clusters Score -2.08582e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -20863086.000000 Penalty: 5933.531250
	Iteration 4F: 3 clusters Score -2.086309e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -20871162.000000 Penalty: 5933.531250
	Iteration 5F: 3 clusters Score -2.087116e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126940 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -20882560.000000 Penalty: 5933.531250
	Iteration 6F: 3 clusters Score -2.088256e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -20893758.000000 Penalty: 5933.531250
	Iteration 7F: 3 clusters Score -2.089376e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -20901624.000000 Penalty: 5933.531250
	Iteration 8F: 3 clusters Score -2.090162e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -20905480.000000 Penalty: 5933.531250
	Iteration 9Q: 3 clusters Score -2.090548e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20906970.000000 Penalty: 5933.531250
	Iteration 10Q: 3 clusters Score -2.090697e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20907618.000000 Penalty: 5933.531250
	Iteration 11Q: 3 clusters Score -2.090762e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -20907896.000000 Penalty: 5933.531250
	Iteration 12Q: 3 clusters Score -2.09079e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156188 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20908078.000000 Penalty: 5933.531250
	Iteration 13Q: 3 clusters Score -2.090808e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20908174.000000 Penalty: 5933.531250
	Iteration 14Q: 3 clusters Score -2.090817e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20908246.000000 Penalty: 5933.531250
	Iteration 15Q: 3 clusters Score -2.090825e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20908274.000000 Penalty: 5933.531250
	Iteration 16Q: 3 clusters Score -2.090827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20908302.000000 Penalty: 5933.531250
	Iteration 17Q: 3 clusters Score -2.09083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20908302.000000 Penalty: 5933.531250
	Iteration 18Q: 3 clusters Score -2.09083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20908340.000000 Penalty: 5933.531250
	Iteration 19Q: 3 clusters Score -2.090834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20908360.000000 Penalty: 5933.531250
	Iteration 20F: 3 clusters Score -2.090836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20908388.000000 Penalty: 5933.531250
	Iteration 21Q: 3 clusters Score -2.090839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20908388.000000 Penalty: 5933.531250
	Iteration 22Q: 3 clusters Score -2.090839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -20908400.000000 Penalty: 5933.531250
	Iteration 23Q: 3 clusters Score -2.09084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20908396.000000 Penalty: 5933.531250
	Iteration 24Q: 3 clusters Score -2.09084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20908410.000000 Penalty: 5933.531250
	Iteration 25Q: 3 clusters Score -2.090841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20908446.000000 Penalty: 5933.531250
	Iteration 26Q: 3 clusters Score -2.090845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20908452.000000 Penalty: 5933.531250
	Iteration 27Q: 3 clusters Score -2.090845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20908448.000000 Penalty: 5933.531250
	Iteration 28Q: 3 clusters Score -2.090845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20908474.000000 Penalty: 5933.531250
	Iteration 29Q: 3 clusters Score -2.090847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20908486.000000 Penalty: 5933.531250
	Iteration 30Q: 3 clusters Score -2.090849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20908478.000000 Penalty: 5933.531250
	Iteration 31Q: 3 clusters Score -2.090848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20908496.000000 Penalty: 5933.531250
	Iteration 32Q: 3 clusters Score -2.09085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20908506.000000 Penalty: 5933.531250
	Iteration 33Q: 3 clusters Score -2.090851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20908492.000000 Penalty: 5933.531250
	Iteration 34Q: 3 clusters Score -2.090849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20908492.000000 Penalty: 5933.531250
	Iteration 35Q: 3 clusters Score -2.090849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20908502.000000 Penalty: 5933.531250
	Iteration 36Q: 3 clusters Score -2.09085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20908516.000000 Penalty: 5933.531250
	Iteration 37Q: 3 clusters Score -2.090852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20908538.000000 Penalty: 5933.531250
	Iteration 38Q: 3 clusters Score -2.090854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20908546.000000 Penalty: 5933.531250
	Iteration 39Q: 3 clusters Score -2.090855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20908540.000000 Penalty: 5933.531250
	Iteration 40F: 3 clusters Score -2.090854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20908550.000000 Penalty: 5933.531250
	Iteration 41Q: 3 clusters Score -2.090855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20908580.000000 Penalty: 5933.531250
	Iteration 42Q: 3 clusters Score -2.090858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20908604.000000 Penalty: 5933.531250
	Iteration 43Q: 3 clusters Score -2.09086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20908640.000000 Penalty: 5933.531250
	Iteration 44Q: 3 clusters Score -2.090864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20908668.000000 Penalty: 5933.531250
	Iteration 45Q: 3 clusters Score -2.090867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20908688.000000 Penalty: 5933.531250
	Iteration 46Q: 3 clusters Score -2.090869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20908700.000000 Penalty: 5933.531250
	Iteration 47Q: 3 clusters Score -2.09087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20908716.000000 Penalty: 5933.531250
	Iteration 48Q: 3 clusters Score -2.090872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20908734.000000 Penalty: 5933.531250
	Iteration 49Q: 3 clusters Score -2.090873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20908754.000000 Penalty: 5933.531250
	Iteration 50Q: 3 clusters Score -2.090875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20908766.000000 Penalty: 5933.531250
	Iteration 51Q: 3 clusters Score -2.090877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20908808.000000 Penalty: 5933.531250
	Iteration 52Q: 3 clusters Score -2.090881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20908804.000000 Penalty: 5933.531250
	Iteration 53Q: 3 clusters Score -2.09088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20908816.000000 Penalty: 5933.531250
	Iteration 54Q: 3 clusters Score -2.090882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20908824.000000 Penalty: 5933.531250
	Iteration 55Q: 3 clusters Score -2.090882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20908826.000000 Penalty: 5933.531250
	Iteration 56Q: 3 clusters Score -2.090883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20908830.000000 Penalty: 5933.531250
	Iteration 57Q: 3 clusters Score -2.090883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20908820.000000 Penalty: 5933.531250
	Iteration 58Q: 3 clusters Score -2.090882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20908824.000000 Penalty: 5933.531250
	Iteration 59Q: 3 clusters Score -2.090882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20908824.000000 Penalty: 5933.531250
	Iteration 60F: 3 clusters Score -2.090882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20908820.000000 Penalty: 5933.531250
	Iteration 61Q: 3 clusters Score -2.090882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20908834.000000 Penalty: 5933.531250
	Iteration 62Q: 3 clusters Score -2.090883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20908840.000000 Penalty: 5933.531250
	Iteration 63Q: 3 clusters Score -2.090884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20908842.000000 Penalty: 5933.531250
	Iteration 64Q: 3 clusters Score -2.090884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20908846.000000 Penalty: 5933.531250
	Iteration 65Q: 3 clusters Score -2.090885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -20908848.000000 Penalty: 5933.531250
	Iteration 66Q: 3 clusters Score -2.090885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20908846.000000 Penalty: 5933.531250
	Iteration 67Q: 3 clusters Score -2.090885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156288 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20908846.000000 Penalty: 5933.531250
	Iteration 68Q: 3 clusters Score -2.090885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20908862.000000 Penalty: 5933.531250
	Iteration 69Q: 3 clusters Score -2.090886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20908866.000000 Penalty: 5933.531250
	Iteration 70Q: 3 clusters Score -2.090887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20908866.000000 Penalty: 5933.531250
	Iteration 71F: 3 clusters Score -2.090887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (134936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134936 members 
Entering Unmasked Estep 
Score: -17597916.000000 Penalty: 2929.513916
	Iteration 0F: 2 clusters Score -1.759792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -17508468.000000 Penalty: 5859.027832
	Iteration 0F: 3 clusters Score -1.750847e+07 nChanged 64156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -17545410.000000 Penalty: 5859.027832
	Iteration 1F: 3 clusters Score -1.754541e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -17546846.000000 Penalty: 5859.027832
	Iteration 2Q: 3 clusters Score -1.754685e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -17549464.000000 Penalty: 5859.027832
	Iteration 3Q: 3 clusters Score -1.754946e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -17554210.000000 Penalty: 5859.027832
	Iteration 4F: 3 clusters Score -1.755421e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -17561368.000000 Penalty: 5859.027832
	Iteration 5F: 3 clusters Score -1.756137e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -17569238.000000 Penalty: 5859.027832
	Iteration 6F: 3 clusters Score -1.756924e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -17574840.000000 Penalty: 5859.027832
	Iteration 7F: 3 clusters Score -1.757484e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -17578070.000000 Penalty: 5859.027832
	Iteration 8F: 3 clusters Score -1.757807e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -17579532.000000 Penalty: 5859.027832
	Iteration 9Q: 3 clusters Score -1.757953e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -17580348.000000 Penalty: 5859.027832
	Iteration 10Q: 3 clusters Score -1.758035e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -17581018.000000 Penalty: 5859.027832
	Iteration 11Q: 3 clusters Score -1.758102e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101341 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -17581466.000000 Penalty: 5859.027832
	Iteration 12Q: 3 clusters Score -1.758147e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -17582018.000000 Penalty: 5859.027832
	Iteration 13Q: 3 clusters Score -1.758202e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -17582696.000000 Penalty: 5859.027832
	Iteration 14Q: 3 clusters Score -1.75827e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -17583536.000000 Penalty: 5859.027832
	Iteration 15Q: 3 clusters Score -1.758354e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -17584356.000000 Penalty: 5859.027832
	Iteration 16Q: 3 clusters Score -1.758436e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -17585470.000000 Penalty: 5859.027832
	Iteration 17Q: 3 clusters Score -1.758547e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117677 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -17586554.000000 Penalty: 5859.027832
	Iteration 18Q: 3 clusters Score -1.758655e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -17587776.000000 Penalty: 5859.027832
	Iteration 19Q: 3 clusters Score -1.758778e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -17589242.000000 Penalty: 5859.027832
	Iteration 20F: 3 clusters Score -1.758924e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125892 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -17590552.000000 Penalty: 5859.027832
	Iteration 21Q: 3 clusters Score -1.759055e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128129 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -17591848.000000 Penalty: 5859.027832
	Iteration 22Q: 3 clusters Score -1.759185e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130000 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -17592990.000000 Penalty: 5859.027832
	Iteration 23Q: 3 clusters Score -1.759299e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -17593960.000000 Penalty: 5859.027832
	Iteration 24Q: 3 clusters Score -1.759396e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -17594558.000000 Penalty: 5859.027832
	Iteration 25Q: 3 clusters Score -1.759456e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17594896.000000 Penalty: 5859.027832
	Iteration 26Q: 3 clusters Score -1.75949e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133474 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -17595178.000000 Penalty: 5859.027832
	Iteration 27Q: 3 clusters Score -1.759518e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17595412.000000 Penalty: 5859.027832
	Iteration 28Q: 3 clusters Score -1.759541e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133843 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17595518.000000 Penalty: 5859.027832
	Iteration 29Q: 3 clusters Score -1.759552e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17595616.000000 Penalty: 5859.027832
	Iteration 30Q: 3 clusters Score -1.759562e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17595678.000000 Penalty: 5859.027832
	Iteration 31Q: 3 clusters Score -1.759568e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17595718.000000 Penalty: 5859.027832
	Iteration 32Q: 3 clusters Score -1.759572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17595724.000000 Penalty: 5859.027832
	Iteration 33Q: 3 clusters Score -1.759572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134013 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -17595750.000000 Penalty: 5859.027832
	Iteration 34Q: 3 clusters Score -1.759575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134029 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17595756.000000 Penalty: 5859.027832
	Iteration 35Q: 3 clusters Score -1.759576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17595762.000000 Penalty: 5859.027832
	Iteration 36Q: 3 clusters Score -1.759576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -17595774.000000 Penalty: 5859.027832
	Iteration 37Q: 3 clusters Score -1.759577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134058 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -17595786.000000 Penalty: 5859.027832
	Iteration 38Q: 3 clusters Score -1.759579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17595772.000000 Penalty: 5859.027832
	Iteration 39Q: 3 clusters Score -1.759577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17595766.000000 Penalty: 5859.027832
	Iteration 40F: 3 clusters Score -1.759577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17595774.000000 Penalty: 5859.027832
	Iteration 41Q: 3 clusters Score -1.759577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17595792.000000 Penalty: 5859.027832
	Iteration 42Q: 3 clusters Score -1.759579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17595796.000000 Penalty: 5859.027832
	Iteration 43Q: 3 clusters Score -1.75958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -17595792.000000 Penalty: 5859.027832
	Iteration 44Q: 3 clusters Score -1.759579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134077 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -17595796.000000 Penalty: 5859.027832
	Iteration 45Q: 3 clusters Score -1.75958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134087 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17595792.000000 Penalty: 5859.027832
	Iteration 46Q: 3 clusters Score -1.759579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17595794.000000 Penalty: 5859.027832
	Iteration 47Q: 3 clusters Score -1.759579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17595812.000000 Penalty: 5859.027832
	Iteration 48Q: 3 clusters Score -1.759581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17595814.000000 Penalty: 5859.027832
	Iteration 49Q: 3 clusters Score -1.759581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17595810.000000 Penalty: 5859.027832
	Iteration 50Q: 3 clusters Score -1.759581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -17595816.000000 Penalty: 5859.027832
	Iteration 51Q: 3 clusters Score -1.759582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17595824.000000 Penalty: 5859.027832
	Iteration 52Q: 3 clusters Score -1.759582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17595818.000000 Penalty: 5859.027832
	Iteration 53Q: 3 clusters Score -1.759582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17595816.000000 Penalty: 5859.027832
	Iteration 54Q: 3 clusters Score -1.759582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -17595816.000000 Penalty: 5859.027832
	Iteration 55Q: 3 clusters Score -1.759582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -17595816.000000 Penalty: 5859.027832
	Iteration 56F: 3 clusters Score -1.759582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -4333015.000000 Penalty: 2572.113770
	Iteration 0F: 2 clusters Score -4333015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4311344.000000 Penalty: 5144.227539
	Iteration 0F: 3 clusters Score -4311344 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4318913.000000 Penalty: 5144.227539
	Iteration 1F: 3 clusters Score -4318913 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4319416.000000 Penalty: 5144.227539
	Iteration 2Q: 3 clusters Score -4319416 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4319950.500000 Penalty: 5144.227539
	Iteration 3Q: 3 clusters Score -4319950 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4320541.000000 Penalty: 5144.227539
	Iteration 4Q: 3 clusters Score -4320541 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4321283.000000 Penalty: 5144.227539
	Iteration 5Q: 3 clusters Score -4321283 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4322188.500000 Penalty: 5144.227539
	Iteration 6F: 3 clusters Score -4322188 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4323264.500000 Penalty: 5144.227539
	Iteration 7F: 3 clusters Score -4323264 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4324495.000000 Penalty: 5144.227539
	Iteration 8F: 3 clusters Score -4324495 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4325891.500000 Penalty: 5144.227539
	Iteration 9F: 3 clusters Score -4325892 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4327245.000000 Penalty: 5144.227539
	Iteration 10F: 3 clusters Score -4327245 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4328392.000000 Penalty: 5144.227539
	Iteration 11Q: 3 clusters Score -4328392 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -4329285.000000 Penalty: 5144.227539
	Iteration 12Q: 3 clusters Score -4329285 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4329861.500000 Penalty: 5144.227539
	Iteration 13Q: 3 clusters Score -4329862 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4330280.500000 Penalty: 5144.227539
	Iteration 14Q: 3 clusters Score -4330280 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4330522.000000 Penalty: 5144.227539
	Iteration 15Q: 3 clusters Score -4330522 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4330706.000000 Penalty: 5144.227539
	Iteration 16Q: 3 clusters Score -4330706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4330821.000000 Penalty: 5144.227539
	Iteration 17Q: 3 clusters Score -4330821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4330922.500000 Penalty: 5144.227539
	Iteration 18Q: 3 clusters Score -4330922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4331014.000000 Penalty: 5144.227539
	Iteration 19Q: 3 clusters Score -4331014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4331089.000000 Penalty: 5144.227539
	Iteration 20F: 3 clusters Score -4331089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4331163.000000 Penalty: 5144.227539
	Iteration 21Q: 3 clusters Score -4331163 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4331209.000000 Penalty: 5144.227539
	Iteration 22Q: 3 clusters Score -4331209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4331239.500000 Penalty: 5144.227539
	Iteration 23Q: 3 clusters Score -4331240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4331256.500000 Penalty: 5144.227539
	Iteration 24Q: 3 clusters Score -4331256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4331270.500000 Penalty: 5144.227539
	Iteration 25Q: 3 clusters Score -4331270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4331287.000000 Penalty: 5144.227539
	Iteration 26Q: 3 clusters Score -4331287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4331293.500000 Penalty: 5144.227539
	Iteration 27Q: 3 clusters Score -4331294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4331307.500000 Penalty: 5144.227539
	Iteration 28Q: 3 clusters Score -4331308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4331315.000000 Penalty: 5144.227539
	Iteration 29Q: 3 clusters Score -4331315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4331319.500000 Penalty: 5144.227539
	Iteration 30Q: 3 clusters Score -4331320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4331318.000000 Penalty: 5144.227539
	Iteration 31Q: 3 clusters Score -4331318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4331318.000000 Penalty: 5144.227539
	Iteration 32Q: 3 clusters Score -4331318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4331321.000000 Penalty: 5144.227539
	Iteration 33Q: 3 clusters Score -4331321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4331322.000000 Penalty: 5144.227539
	Iteration 34Q: 3 clusters Score -4331322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4331323.000000 Penalty: 5144.227539
	Iteration 35Q: 3 clusters Score -4331323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4331327.000000 Penalty: 5144.227539
	Iteration 36Q: 3 clusters Score -4331327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4331326.000000 Penalty: 5144.227539
	Iteration 37Q: 3 clusters Score -4331326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4331326.000000 Penalty: 5144.227539
	Iteration 38F: 3 clusters Score -4331326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (213493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213493 members 
Entering Unmasked Estep 
Score: -28562190.000000 Penalty: 3043.297119
	Iteration 0F: 2 clusters Score -2.856219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -28425900.000000 Penalty: 6086.594238
	Iteration 0F: 3 clusters Score -2.84259e+07 nChanged 102870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -28486946.000000 Penalty: 6086.594238
	Iteration 1F: 3 clusters Score -2.848695e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -28488032.000000 Penalty: 6086.594238
	Iteration 2Q: 3 clusters Score -2.848803e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -28489526.000000 Penalty: 6086.594238
	Iteration 3Q: 3 clusters Score -2.848953e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -28490900.000000 Penalty: 6086.594238
	Iteration 4Q: 3 clusters Score -2.84909e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -28493940.000000 Penalty: 6086.594238
	Iteration 5Q: 3 clusters Score -2.849394e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -28497758.000000 Penalty: 6086.594238
	Iteration 6Q: 3 clusters Score -2.849776e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 139935 members 
Entering Unmasked Estep 
Score: -28504256.000000 Penalty: 6086.594238
	Iteration 7F: 3 clusters Score -2.850426e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -28514054.000000 Penalty: 6086.594238
	Iteration 8F: 3 clusters Score -2.851405e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
Score: -28526054.000000 Penalty: 6086.594238
	Iteration 9F: 3 clusters Score -2.852605e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 181937 members 
Entering Unmasked Estep 
Score: -28537104.000000 Penalty: 6086.594238
	Iteration 10F: 3 clusters Score -2.85371e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -28545436.000000 Penalty: 6086.594238
	Iteration 11F: 3 clusters Score -2.854544e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 200547 members 
Entering Unmasked Estep 
Score: -28550882.000000 Penalty: 6086.594238
	Iteration 12Q: 3 clusters Score -2.855088e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 205492 members 
Entering Unmasked Estep 
Score: -28554184.000000 Penalty: 6086.594238
	Iteration 13Q: 3 clusters Score -2.855418e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 208680 members 
Entering Unmasked Estep 
Score: -28556418.000000 Penalty: 6086.594238
	Iteration 14Q: 3 clusters Score -2.855642e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 210633 members 
Entering Unmasked Estep 
Score: -28557676.000000 Penalty: 6086.594238
	Iteration 15Q: 3 clusters Score -2.855768e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 211783 members 
Entering Unmasked Estep 
Score: -28558420.000000 Penalty: 6086.594238
	Iteration 16Q: 3 clusters Score -2.855842e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 212396 members 
Entering Unmasked Estep 
Score: -28558912.000000 Penalty: 6086.594238
	Iteration 17Q: 3 clusters Score -2.855891e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 212701 members 
Entering Unmasked Estep 
Score: -28559132.000000 Penalty: 6086.594238
	Iteration 18Q: 3 clusters Score -2.855913e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 212864 members 
Entering Unmasked Estep 
Score: -28559312.000000 Penalty: 6086.594238
	Iteration 19Q: 3 clusters Score -2.855931e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 212965 members 
Entering Unmasked Estep 
Score: -28559368.000000 Penalty: 6086.594238
	Iteration 20F: 3 clusters Score -2.855937e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 213012 members 
Entering Unmasked Estep 
Score: -28559442.000000 Penalty: 6086.594238
	Iteration 21Q: 3 clusters Score -2.855944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 213035 members 
Entering Unmasked Estep 
Score: -28559430.000000 Penalty: 6086.594238
	Iteration 22Q: 3 clusters Score -2.855943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 213049 members 
Entering Unmasked Estep 
Score: -28559444.000000 Penalty: 6086.594238
	Iteration 23Q: 3 clusters Score -2.855944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 213061 members 
Entering Unmasked Estep 
Score: -28559460.000000 Penalty: 6086.594238
	Iteration 24Q: 3 clusters Score -2.855946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 213070 members 
Entering Unmasked Estep 
Score: -28559474.000000 Penalty: 6086.594238
	Iteration 25Q: 3 clusters Score -2.855947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 213082 members 
Entering Unmasked Estep 
Score: -28559488.000000 Penalty: 6086.594238
	Iteration 26Q: 3 clusters Score -2.855949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 213094 members 
Entering Unmasked Estep 
Score: -28559470.000000 Penalty: 6086.594238
	Iteration 27Q: 3 clusters Score -2.855947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 213099 members 
Entering Unmasked Estep 
Score: -28559476.000000 Penalty: 6086.594238
	Iteration 28Q: 3 clusters Score -2.855948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213101 members 
Entering Unmasked Estep 
Score: -28559486.000000 Penalty: 6086.594238
	Iteration 29Q: 3 clusters Score -2.855949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 213102 members 
Entering Unmasked Estep 
Score: -28559482.000000 Penalty: 6086.594238
	Iteration 30Q: 3 clusters Score -2.855948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213104 members 
Entering Unmasked Estep 
Score: -28559488.000000 Penalty: 6086.594238
	Iteration 31Q: 3 clusters Score -2.855949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 213106 members 
Entering Unmasked Estep 
Score: -28559478.000000 Penalty: 6086.594238
	Iteration 32Q: 3 clusters Score -2.855948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 213105 members 
Entering Unmasked Estep 
Score: -28559492.000000 Penalty: 6086.594238
	Iteration 33Q: 3 clusters Score -2.855949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 213109 members 
Entering Unmasked Estep 
Score: -28559510.000000 Penalty: 6086.594238
	Iteration 34Q: 3 clusters Score -2.855951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 213114 members 
Entering Unmasked Estep 
Score: -28559532.000000 Penalty: 6086.594238
	Iteration 35Q: 3 clusters Score -2.855953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213117 members 
Entering Unmasked Estep 
Score: -28559562.000000 Penalty: 6086.594238
	Iteration 36Q: 3 clusters Score -2.855956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213121 members 
Entering Unmasked Estep 
Score: -28559558.000000 Penalty: 6086.594238
	Iteration 37Q: 3 clusters Score -2.855956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 213125 members 
Entering Unmasked Estep 
Score: -28559572.000000 Penalty: 6086.594238
	Iteration 38Q: 3 clusters Score -2.855957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213127 members 
Entering Unmasked Estep 
Score: -28559574.000000 Penalty: 6086.594238
	Iteration 39Q: 3 clusters Score -2.855957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 213128 members 
Entering Unmasked Estep 
Score: -28559574.000000 Penalty: 6086.594238
	Iteration 40F: 3 clusters Score -2.855957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213127 members 
Entering Unmasked Estep 
Score: -28559594.000000 Penalty: 6086.594238
	Iteration 41Q: 3 clusters Score -2.855959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 213128 members 
Entering Unmasked Estep 
Score: -28559590.000000 Penalty: 6086.594238
	Iteration 42Q: 3 clusters Score -2.855959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 213130 members 
Entering Unmasked Estep 
Score: -28559574.000000 Penalty: 6086.594238
	Iteration 43Q: 3 clusters Score -2.855957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 213133 members 
Entering Unmasked Estep 
Score: -28559584.000000 Penalty: 6086.594238
	Iteration 44Q: 3 clusters Score -2.855958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 213134 members 
Entering Unmasked Estep 
Score: -28559570.000000 Penalty: 6086.594238
	Iteration 45Q: 3 clusters Score -2.855957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 213135 members 
Entering Unmasked Estep 
Score: -28559586.000000 Penalty: 6086.594238
	Iteration 46Q: 3 clusters Score -2.855959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 213135 members 
Entering Unmasked Estep 
Score: -28559586.000000 Penalty: 6086.594238
	Iteration 47F: 3 clusters Score -2.855959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Entering Unmasked Estep 
Score: -4738340.000000 Penalty: 2598.821045
	Iteration 0F: 2 clusters Score -4738340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4714104.000000 Penalty: 5197.642090
	Iteration 0F: 3 clusters Score -4714104 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4723261.500000 Penalty: 5197.642090
	Iteration 1F: 3 clusters Score -4723262 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4723983.500000 Penalty: 5197.642090
	Iteration 2F: 3 clusters Score -4723984 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4724685.000000 Penalty: 5197.642090
	Iteration 3Q: 3 clusters Score -4724685 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4725544.000000 Penalty: 5197.642090
	Iteration 4Q: 3 clusters Score -4725544 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4726581.500000 Penalty: 5197.642090
	Iteration 5F: 3 clusters Score -4726582 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4727868.000000 Penalty: 5197.642090
	Iteration 6F: 3 clusters Score -4727868 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4729254.000000 Penalty: 5197.642090
	Iteration 7F: 3 clusters Score -4729254 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4730675.000000 Penalty: 5197.642090
	Iteration 8F: 3 clusters Score -4730675 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4731978.000000 Penalty: 5197.642090
	Iteration 9F: 3 clusters Score -4731978 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4733025.000000 Penalty: 5197.642090
	Iteration 10Q: 3 clusters Score -4733025 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4733776.500000 Penalty: 5197.642090
	Iteration 11Q: 3 clusters Score -4733776 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4734340.500000 Penalty: 5197.642090
	Iteration 12Q: 3 clusters Score -4734340 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4734743.000000 Penalty: 5197.642090
	Iteration 13Q: 3 clusters Score -4734743 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4735045.000000 Penalty: 5197.642090
	Iteration 14Q: 3 clusters Score -4735045 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4735266.000000 Penalty: 5197.642090
	Iteration 15Q: 3 clusters Score -4735266 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4735476.500000 Penalty: 5197.642090
	Iteration 16Q: 3 clusters Score -4735476 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4735671.000000 Penalty: 5197.642090
	Iteration 17Q: 3 clusters Score -4735671 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4735847.000000 Penalty: 5197.642090
	Iteration 18Q: 3 clusters Score -4735847 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4736061.500000 Penalty: 5197.642090
	Iteration 19Q: 3 clusters Score -4736062 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4736298.500000 Penalty: 5197.642090
	Iteration 20F: 3 clusters Score -4736298 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4736531.000000 Penalty: 5197.642090
	Iteration 21Q: 3 clusters Score -4736531 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4736788.000000 Penalty: 5197.642090
	Iteration 22Q: 3 clusters Score -4736788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4737028.000000 Penalty: 5197.642090
	Iteration 23Q: 3 clusters Score -4737028 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4737189.500000 Penalty: 5197.642090
	Iteration 24Q: 3 clusters Score -4737190 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4737342.000000 Penalty: 5197.642090
	Iteration 25Q: 3 clusters Score -4737342 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4737458.500000 Penalty: 5197.642090
	Iteration 26Q: 3 clusters Score -4737458 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4737537.000000 Penalty: 5197.642090
	Iteration 27Q: 3 clusters Score -4737537 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4737578.000000 Penalty: 5197.642090
	Iteration 28Q: 3 clusters Score -4737578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4737612.500000 Penalty: 5197.642090
	Iteration 29Q: 3 clusters Score -4737612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4737639.500000 Penalty: 5197.642090
	Iteration 30Q: 3 clusters Score -4737640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4737676.500000 Penalty: 5197.642090
	Iteration 31Q: 3 clusters Score -4737676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4737682.000000 Penalty: 5197.642090
	Iteration 32Q: 3 clusters Score -4737682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4737691.500000 Penalty: 5197.642090
	Iteration 33Q: 3 clusters Score -4737692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4737695.500000 Penalty: 5197.642090
	Iteration 34Q: 3 clusters Score -4737696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4737710.500000 Penalty: 5197.642090
	Iteration 35Q: 3 clusters Score -4737710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4737718.500000 Penalty: 5197.642090
	Iteration 36Q: 3 clusters Score -4737718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4737712.000000 Penalty: 5197.642090
	Iteration 37Q: 3 clusters Score -4737712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4737736.500000 Penalty: 5197.642090
	Iteration 38Q: 3 clusters Score -4737736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4737727.000000 Penalty: 5197.642090
	Iteration 39Q: 3 clusters Score -4737727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4737734.500000 Penalty: 5197.642090
	Iteration 40F: 3 clusters Score -4737734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4737736.500000 Penalty: 5197.642090
	Iteration 41Q: 3 clusters Score -4737736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4737732.000000 Penalty: 5197.642090
	Iteration 42Q: 3 clusters Score -4737732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4737736.500000 Penalty: 5197.642090
	Iteration 43Q: 3 clusters Score -4737736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4737741.000000 Penalty: 5197.642090
	Iteration 44Q: 3 clusters Score -4737741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4737744.500000 Penalty: 5197.642090
	Iteration 45Q: 3 clusters Score -4737744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4737746.000000 Penalty: 5197.642090
	Iteration 46Q: 3 clusters Score -4737746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4737745.500000 Penalty: 5197.642090
	Iteration 47Q: 3 clusters Score -4737746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4737744.500000 Penalty: 5197.642090
	Iteration 48Q: 3 clusters Score -4737744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4737744.500000 Penalty: 5197.642090
	Iteration 49F: 3 clusters Score -4737744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -2106638.000000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -2106638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2094104.750000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -2094105 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2099377.750000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -2099378 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2101839.250000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -2101839 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2104189.750000 Penalty: 4850.721191
	Iteration 3F: 3 clusters Score -2104190 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2105449.500000 Penalty: 4850.721191
	Iteration 4F: 3 clusters Score -2105450 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2106013.000000 Penalty: 4850.721191
	Iteration 5F: 3 clusters Score -2106013 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2106375.250000 Penalty: 4850.721191
	Iteration 6Q: 3 clusters Score -2106375 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2106591.000000 Penalty: 4850.721191
	Iteration 7Q: 3 clusters Score -2106591 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2106793.250000 Penalty: 4850.721191
	Iteration 8Q: 3 clusters Score -2106793 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2106999.000000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -2106999 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2107188.000000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -2107188 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2107400.000000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -2107400 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2107530.500000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -2107530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2107607.500000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -2107608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2107667.500000 Penalty: 4850.721191
	Iteration 14Q: 3 clusters Score -2107668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2107701.250000 Penalty: 4850.721191
	Iteration 15Q: 3 clusters Score -2107701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2107740.750000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -2107741 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2107775.500000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -2107776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2107820.000000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -2107820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2107847.250000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -2107847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2107869.500000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -2107870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2107884.250000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -2107884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2107890.250000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -2107890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2107894.750000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -2107895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2107903.750000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -2107904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2107906.250000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -2107906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2107911.500000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -2107912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2107922.250000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -2107922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2107924.000000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -2107924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2107932.500000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -2107932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2107934.500000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -2107934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2107937.000000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -2107937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2107940.500000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -2107940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2107943.750000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -2107944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2107942.750000 Penalty: 4850.721191
	Iteration 34Q: 3 clusters Score -2107943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2107944.500000 Penalty: 4850.721191
	Iteration 35Q: 3 clusters Score -2107944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2107945.750000 Penalty: 4850.721191
	Iteration 36Q: 3 clusters Score -2107946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2107951.500000 Penalty: 4850.721191
	Iteration 37Q: 3 clusters Score -2107952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2107951.250000 Penalty: 4850.721191
	Iteration 38Q: 3 clusters Score -2107951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2107954.500000 Penalty: 4850.721191
	Iteration 39Q: 3 clusters Score -2107954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2107953.000000 Penalty: 4850.721191
	Iteration 40F: 3 clusters Score -2107953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2107959.000000 Penalty: 4850.721191
	Iteration 41Q: 3 clusters Score -2107959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2107959.000000 Penalty: 4850.721191
	Iteration 42Q: 3 clusters Score -2107959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2107961.000000 Penalty: 4850.721191
	Iteration 43Q: 3 clusters Score -2107961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2107959.750000 Penalty: 4850.721191
	Iteration 44Q: 3 clusters Score -2107960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2107965.500000 Penalty: 4850.721191
	Iteration 45Q: 3 clusters Score -2107966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2107966.500000 Penalty: 4850.721191
	Iteration 46Q: 3 clusters Score -2107966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2107964.250000 Penalty: 4850.721191
	Iteration 47Q: 3 clusters Score -2107964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2107961.750000 Penalty: 4850.721191
	Iteration 48Q: 3 clusters Score -2107962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2107961.750000 Penalty: 4850.721191
	Iteration 49F: 3 clusters Score -2107962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7069 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 12041 members 
Entering Unmasked Estep 
Score: -181059024.000000 Penalty: 108826.757812
Splitting cluster 20 changes total score from -181048672.000000 to -181059024.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -703460.062500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -703460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -698714.812500 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -698714.8 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -699954.812500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -699954.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -700249.000000 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -700249 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -700475.500000 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -700475.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -700678.312500 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -700678.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -700893.375000 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -700893.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -701068.875000 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -701068.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -701202.000000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -701202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -701311.187500 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -701311.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -701412.312500 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -701412.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -701495.000000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -701495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -701548.625000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -701548.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -701592.062500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -701592.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -701632.562500 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -701632.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -701658.062500 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -701658.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -701674.500000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -701674.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -701694.437500 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -701694.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -701711.375000 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -701711.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -701722.875000 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -701722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -701740.625000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -701740.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -701756.062500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -701756.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -701765.250000 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -701765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -701771.187500 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -701771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -701776.562500 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -701776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -701783.437500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -701783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -701791.125000 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -701791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -701796.250000 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -701796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -701800.562500 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -701800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -701803.312500 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -701803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -701807.000000 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -701807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -701810.187500 Penalty: 4265.448242
	Iteration 30Q: 3 clusters Score -701810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -701812.187500 Penalty: 4265.448242
	Iteration 31Q: 3 clusters Score -701812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -701815.687500 Penalty: 4265.448242
	Iteration 32Q: 3 clusters Score -701815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -701816.062500 Penalty: 4265.448242
	Iteration 33Q: 3 clusters Score -701816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -701818.250000 Penalty: 4265.448242
	Iteration 34Q: 3 clusters Score -701818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -701820.375000 Penalty: 4265.448242
	Iteration 35Q: 3 clusters Score -701820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -701822.062500 Penalty: 4265.448242
	Iteration 36Q: 3 clusters Score -701822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -701821.250000 Penalty: 4265.448242
	Iteration 37Q: 3 clusters Score -701821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -701821.250000 Penalty: 4265.448242
	Iteration 38F: 3 clusters Score -701821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Entering Unmasked Estep 
Score: -15265647.000000 Penalty: 2891.682129
	Iteration 0F: 2 clusters Score -1.526565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -15188957.000000 Penalty: 5783.364258
	Iteration 0F: 3 clusters Score -1.518896e+07 nChanged 55100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -15220357.000000 Penalty: 5783.364258
	Iteration 1F: 3 clusters Score -1.522036e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -15221526.000000 Penalty: 5783.364258
	Iteration 2Q: 3 clusters Score -1.522153e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -15222982.000000 Penalty: 5783.364258
	Iteration 3Q: 3 clusters Score -1.522298e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -15224883.000000 Penalty: 5783.364258
	Iteration 4Q: 3 clusters Score -1.522488e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -15227737.000000 Penalty: 5783.364258
	Iteration 5Q: 3 clusters Score -1.522774e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -15231742.000000 Penalty: 5783.364258
	Iteration 6F: 3 clusters Score -1.523174e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -15237784.000000 Penalty: 5783.364258
	Iteration 7F: 3 clusters Score -1.523778e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -15245037.000000 Penalty: 5783.364258
	Iteration 8F: 3 clusters Score -1.524504e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -15251887.000000 Penalty: 5783.364258
	Iteration 9F: 3 clusters Score -1.525189e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -15257069.000000 Penalty: 5783.364258
	Iteration 10Q: 3 clusters Score -1.525707e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -15260210.000000 Penalty: 5783.364258
	Iteration 11Q: 3 clusters Score -1.526021e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -15261939.000000 Penalty: 5783.364258
	Iteration 12Q: 3 clusters Score -1.526194e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -15262778.000000 Penalty: 5783.364258
	Iteration 13Q: 3 clusters Score -1.526278e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -15263295.000000 Penalty: 5783.364258
	Iteration 14Q: 3 clusters Score -1.52633e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -15263585.000000 Penalty: 5783.364258
	Iteration 15Q: 3 clusters Score -1.526358e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -15263721.000000 Penalty: 5783.364258
	Iteration 16Q: 3 clusters Score -1.526372e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -15263904.000000 Penalty: 5783.364258
	Iteration 17Q: 3 clusters Score -1.52639e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -15263975.000000 Penalty: 5783.364258
	Iteration 18Q: 3 clusters Score -1.526398e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15264054.000000 Penalty: 5783.364258
	Iteration 19Q: 3 clusters Score -1.526405e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -15264122.000000 Penalty: 5783.364258
	Iteration 20F: 3 clusters Score -1.526412e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -15264184.000000 Penalty: 5783.364258
	Iteration 21Q: 3 clusters Score -1.526418e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -15264220.000000 Penalty: 5783.364258
	Iteration 22Q: 3 clusters Score -1.526422e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -15264226.000000 Penalty: 5783.364258
	Iteration 23Q: 3 clusters Score -1.526423e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112490 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -15264268.000000 Penalty: 5783.364258
	Iteration 24Q: 3 clusters Score -1.526427e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15264255.000000 Penalty: 5783.364258
	Iteration 25Q: 3 clusters Score -1.526426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -15264268.000000 Penalty: 5783.364258
	Iteration 26Q: 3 clusters Score -1.526427e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -15264261.000000 Penalty: 5783.364258
	Iteration 27Q: 3 clusters Score -1.526426e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112575 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -15264287.000000 Penalty: 5783.364258
	Iteration 28Q: 3 clusters Score -1.526429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -15264298.000000 Penalty: 5783.364258
	Iteration 29Q: 3 clusters Score -1.52643e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -15264303.000000 Penalty: 5783.364258
	Iteration 30Q: 3 clusters Score -1.52643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -15264302.000000 Penalty: 5783.364258
	Iteration 31Q: 3 clusters Score -1.52643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -15264310.000000 Penalty: 5783.364258
	Iteration 32Q: 3 clusters Score -1.526431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112631 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -15264334.000000 Penalty: 5783.364258
	Iteration 33Q: 3 clusters Score -1.526433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -15264344.000000 Penalty: 5783.364258
	Iteration 34Q: 3 clusters Score -1.526434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -15264331.000000 Penalty: 5783.364258
	Iteration 35Q: 3 clusters Score -1.526433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112650 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -15264327.000000 Penalty: 5783.364258
	Iteration 36Q: 3 clusters Score -1.526433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -15264345.000000 Penalty: 5783.364258
	Iteration 37Q: 3 clusters Score -1.526434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -15264321.000000 Penalty: 5783.364258
	Iteration 38Q: 3 clusters Score -1.526432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -15264319.000000 Penalty: 5783.364258
	Iteration 39Q: 3 clusters Score -1.526432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -15264326.000000 Penalty: 5783.364258
	Iteration 40F: 3 clusters Score -1.526433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -15264318.000000 Penalty: 5783.364258
	Iteration 41Q: 3 clusters Score -1.526432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -15264308.000000 Penalty: 5783.364258
	Iteration 42Q: 3 clusters Score -1.526431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15264309.000000 Penalty: 5783.364258
	Iteration 43Q: 3 clusters Score -1.526431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -15264314.000000 Penalty: 5783.364258
	Iteration 44Q: 3 clusters Score -1.526431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -15264319.000000 Penalty: 5783.364258
	Iteration 45Q: 3 clusters Score -1.526432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -15264311.000000 Penalty: 5783.364258
	Iteration 46Q: 3 clusters Score -1.526431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -15264312.000000 Penalty: 5783.364258
	Iteration 47Q: 3 clusters Score -1.526431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15264313.000000 Penalty: 5783.364258
	Iteration 48Q: 3 clusters Score -1.526431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15264331.000000 Penalty: 5783.364258
	Iteration 49Q: 3 clusters Score -1.526433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -15264328.000000 Penalty: 5783.364258
	Iteration 50Q: 3 clusters Score -1.526433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -15264337.000000 Penalty: 5783.364258
	Iteration 51Q: 3 clusters Score -1.526434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -15264338.000000 Penalty: 5783.364258
	Iteration 52Q: 3 clusters Score -1.526434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -15264345.000000 Penalty: 5783.364258
	Iteration 53Q: 3 clusters Score -1.526434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -15264341.000000 Penalty: 5783.364258
	Iteration 54Q: 3 clusters Score -1.526434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112735 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -15264338.000000 Penalty: 5783.364258
	Iteration 55Q: 3 clusters Score -1.526434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -15264339.000000 Penalty: 5783.364258
	Iteration 56Q: 3 clusters Score -1.526434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15264343.000000 Penalty: 5783.364258
	Iteration 57Q: 3 clusters Score -1.526434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15264342.000000 Penalty: 5783.364258
	Iteration 58Q: 3 clusters Score -1.526434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15264342.000000 Penalty: 5783.364258
	Iteration 59F: 3 clusters Score -1.526434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Entering Unmasked Estep 
Score: -2353200.500000 Penalty: 2452.140381
	Iteration 0F: 2 clusters Score -2353200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2339320.250000 Penalty: 4904.280762
	Iteration 0F: 3 clusters Score -2339320 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2344604.500000 Penalty: 4904.280762
	Iteration 1F: 3 clusters Score -2344604 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2345640.750000 Penalty: 4904.280762
	Iteration 2F: 3 clusters Score -2345641 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2346606.750000 Penalty: 4904.280762
	Iteration 3F: 3 clusters Score -2346607 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2347437.500000 Penalty: 4904.280762
	Iteration 4F: 3 clusters Score -2347438 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2348145.750000 Penalty: 4904.280762
	Iteration 5F: 3 clusters Score -2348146 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2348723.750000 Penalty: 4904.280762
	Iteration 6F: 3 clusters Score -2348724 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2349154.000000 Penalty: 4904.280762
	Iteration 7Q: 3 clusters Score -2349154 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2349492.500000 Penalty: 4904.280762
	Iteration 8Q: 3 clusters Score -2349492 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2349764.500000 Penalty: 4904.280762
	Iteration 9Q: 3 clusters Score -2349764 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2350015.750000 Penalty: 4904.280762
	Iteration 10Q: 3 clusters Score -2350016 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2350233.500000 Penalty: 4904.280762
	Iteration 11Q: 3 clusters Score -2350234 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2350427.500000 Penalty: 4904.280762
	Iteration 12Q: 3 clusters Score -2350428 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2350587.500000 Penalty: 4904.280762
	Iteration 13Q: 3 clusters Score -2350588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2350763.500000 Penalty: 4904.280762
	Iteration 14Q: 3 clusters Score -2350764 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2350907.750000 Penalty: 4904.280762
	Iteration 15Q: 3 clusters Score -2350908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2351030.750000 Penalty: 4904.280762
	Iteration 16Q: 3 clusters Score -2351031 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2351142.750000 Penalty: 4904.280762
	Iteration 17Q: 3 clusters Score -2351143 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2351248.750000 Penalty: 4904.280762
	Iteration 18Q: 3 clusters Score -2351249 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2351338.250000 Penalty: 4904.280762
	Iteration 19Q: 3 clusters Score -2351338 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2351409.250000 Penalty: 4904.280762
	Iteration 20F: 3 clusters Score -2351409 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2351488.750000 Penalty: 4904.280762
	Iteration 21Q: 3 clusters Score -2351489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2351549.750000 Penalty: 4904.280762
	Iteration 22Q: 3 clusters Score -2351550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2351612.250000 Penalty: 4904.280762
	Iteration 23Q: 3 clusters Score -2351612 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2351676.250000 Penalty: 4904.280762
	Iteration 24Q: 3 clusters Score -2351676 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2351738.250000 Penalty: 4904.280762
	Iteration 25Q: 3 clusters Score -2351738 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2351828.500000 Penalty: 4904.280762
	Iteration 26Q: 3 clusters Score -2351828 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2351948.000000 Penalty: 4904.280762
	Iteration 27Q: 3 clusters Score -2351948 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2352058.250000 Penalty: 4904.280762
	Iteration 28Q: 3 clusters Score -2352058 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2352167.500000 Penalty: 4904.280762
	Iteration 29Q: 3 clusters Score -2352168 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2352263.250000 Penalty: 4904.280762
	Iteration 30Q: 3 clusters Score -2352263 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2352363.000000 Penalty: 4904.280762
	Iteration 31Q: 3 clusters Score -2352363 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2352455.750000 Penalty: 4904.280762
	Iteration 32Q: 3 clusters Score -2352456 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2352542.750000 Penalty: 4904.280762
	Iteration 33Q: 3 clusters Score -2352543 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2352630.250000 Penalty: 4904.280762
	Iteration 34Q: 3 clusters Score -2352630 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2352698.000000 Penalty: 4904.280762
	Iteration 35Q: 3 clusters Score -2352698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2352758.750000 Penalty: 4904.280762
	Iteration 36Q: 3 clusters Score -2352759 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2352820.750000 Penalty: 4904.280762
	Iteration 37Q: 3 clusters Score -2352821 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2352874.750000 Penalty: 4904.280762
	Iteration 38Q: 3 clusters Score -2352875 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2352938.000000 Penalty: 4904.280762
	Iteration 39Q: 3 clusters Score -2352938 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2353012.250000 Penalty: 4904.280762
	Iteration 40F: 3 clusters Score -2353012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2353068.500000 Penalty: 4904.280762
	Iteration 41Q: 3 clusters Score -2353068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2353118.750000 Penalty: 4904.280762
	Iteration 42Q: 3 clusters Score -2353119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2353174.500000 Penalty: 4904.280762
	Iteration 43Q: 3 clusters Score -2353174 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2353247.750000 Penalty: 4904.280762
	Iteration 44Q: 3 clusters Score -2353248 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2353321.000000 Penalty: 4904.280762
	Iteration 45Q: 3 clusters Score -2353321 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2353390.000000 Penalty: 4904.280762
	Iteration 46Q: 3 clusters Score -2353390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2353449.750000 Penalty: 4904.280762
	Iteration 47Q: 3 clusters Score -2353450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2353507.500000 Penalty: 4904.280762
	Iteration 48Q: 3 clusters Score -2353508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2353546.750000 Penalty: 4904.280762
	Iteration 49Q: 3 clusters Score -2353547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2353573.500000 Penalty: 4904.280762
	Iteration 50Q: 3 clusters Score -2353574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2353599.250000 Penalty: 4904.280762
	Iteration 51Q: 3 clusters Score -2353599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2353621.000000 Penalty: 4904.280762
	Iteration 52Q: 3 clusters Score -2353621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2353634.250000 Penalty: 4904.280762
	Iteration 53Q: 3 clusters Score -2353634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2353651.750000 Penalty: 4904.280762
	Iteration 54Q: 3 clusters Score -2353652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2353658.250000 Penalty: 4904.280762
	Iteration 55Q: 3 clusters Score -2353658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2353666.500000 Penalty: 4904.280762
	Iteration 56Q: 3 clusters Score -2353666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2353670.000000 Penalty: 4904.280762
	Iteration 57Q: 3 clusters Score -2353670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2353677.500000 Penalty: 4904.280762
	Iteration 58Q: 3 clusters Score -2353678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2353680.750000 Penalty: 4904.280762
	Iteration 59Q: 3 clusters Score -2353681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2353680.250000 Penalty: 4904.280762
	Iteration 60F: 3 clusters Score -2353680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2353684.500000 Penalty: 4904.280762
	Iteration 61Q: 3 clusters Score -2353684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2353688.500000 Penalty: 4904.280762
	Iteration 62Q: 3 clusters Score -2353688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2353696.000000 Penalty: 4904.280762
	Iteration 63Q: 3 clusters Score -2353696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2353696.750000 Penalty: 4904.280762
	Iteration 64Q: 3 clusters Score -2353697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2353696.500000 Penalty: 4904.280762
	Iteration 65Q: 3 clusters Score -2353696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2353697.000000 Penalty: 4904.280762
	Iteration 66Q: 3 clusters Score -2353697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2353699.000000 Penalty: 4904.280762
	Iteration 67Q: 3 clusters Score -2353699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2353703.000000 Penalty: 4904.280762
	Iteration 68Q: 3 clusters Score -2353703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2353702.750000 Penalty: 4904.280762
	Iteration 69Q: 3 clusters Score -2353703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2353701.750000 Penalty: 4904.280762
	Iteration 70Q: 3 clusters Score -2353702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2353701.000000 Penalty: 4904.280762
	Iteration 71Q: 3 clusters Score -2353701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2353700.250000 Penalty: 4904.280762
	Iteration 72Q: 3 clusters Score -2353700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2353700.250000 Penalty: 4904.280762
	Iteration 73F: 3 clusters Score -2353700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 17012 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7069 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 12041 members 
Mstep: Class 32 contains 2674 members 
Entering Unmasked Estep 
Score: -181058304.000000 Penalty: 112337.296875
Splitting cluster 23 changes total score from -181048672.000000 to -181058304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -776055.812500 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -776055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -771210.125000 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -771210.1 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -772350.937500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -772350.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -772555.437500 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -772555.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -772656.437500 Penalty: 4272.252441
	Iteration 3Q: 3 clusters Score -772656.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -772719.500000 Penalty: 4272.252441
	Iteration 4Q: 3 clusters Score -772719.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -772769.375000 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -772769.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -772803.000000 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -772803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -772823.187500 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -772823.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -772836.000000 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -772836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -772847.500000 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -772847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -772857.875000 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -772857.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -772868.250000 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -772868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -772873.937500 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -772873.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -772879.375000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -772879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -772882.125000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -772882.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -772887.750000 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -772887.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -772892.625000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -772892.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -772900.812500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -772900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -772905.062500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -772905.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -772911.375000 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -772911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -772917.125000 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -772917.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -772926.937500 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -772926.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -772937.062500 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -772937.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -772952.250000 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -772952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -772965.562500 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -772965.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -772978.437500 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -772978.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -772993.000000 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -772993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -773012.812500 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -773012.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -773031.375000 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -773031.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -773054.812500 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -773054.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -773075.000000 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -773075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -773091.687500 Penalty: 4272.252441
	Iteration 31Q: 3 clusters Score -773091.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -773110.937500 Penalty: 4272.252441
	Iteration 32Q: 3 clusters Score -773110.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -773128.562500 Penalty: 4272.252441
	Iteration 33Q: 3 clusters Score -773128.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -773156.312500 Penalty: 4272.252441
	Iteration 34Q: 3 clusters Score -773156.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -773195.687500 Penalty: 4272.252441
	Iteration 35Q: 3 clusters Score -773195.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -773236.500000 Penalty: 4272.252441
	Iteration 36Q: 3 clusters Score -773236.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -773278.937500 Penalty: 4272.252441
	Iteration 37Q: 3 clusters Score -773278.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -773324.687500 Penalty: 4272.252441
	Iteration 38Q: 3 clusters Score -773324.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -773375.437500 Penalty: 4272.252441
	Iteration 39Q: 3 clusters Score -773375.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -773440.125000 Penalty: 4272.252441
	Iteration 40F: 3 clusters Score -773440.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -773498.000000 Penalty: 4272.252441
	Iteration 41Q: 3 clusters Score -773498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -773564.500000 Penalty: 4272.252441
	Iteration 42Q: 3 clusters Score -773564.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -773637.625000 Penalty: 4272.252441
	Iteration 43Q: 3 clusters Score -773637.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -773712.500000 Penalty: 4272.252441
	Iteration 44Q: 3 clusters Score -773712.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -773771.375000 Penalty: 4272.252441
	Iteration 45Q: 3 clusters Score -773771.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -773816.062500 Penalty: 4272.252441
	Iteration 46Q: 3 clusters Score -773816.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -773862.000000 Penalty: 4272.252441
	Iteration 47Q: 3 clusters Score -773862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -773899.750000 Penalty: 4272.252441
	Iteration 48Q: 3 clusters Score -773899.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -773951.812500 Penalty: 4272.252441
	Iteration 49Q: 3 clusters Score -773951.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -773994.562500 Penalty: 4272.252441
	Iteration 50Q: 3 clusters Score -773994.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -774027.312500 Penalty: 4272.252441
	Iteration 51Q: 3 clusters Score -774027.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -774061.375000 Penalty: 4272.252441
	Iteration 52Q: 3 clusters Score -774061.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -774082.312500 Penalty: 4272.252441
	Iteration 53Q: 3 clusters Score -774082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -774090.937500 Penalty: 4272.252441
	Iteration 54Q: 3 clusters Score -774090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -774100.750000 Penalty: 4272.252441
	Iteration 55Q: 3 clusters Score -774100.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -774115.750000 Penalty: 4272.252441
	Iteration 56Q: 3 clusters Score -774115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -774121.937500 Penalty: 4272.252441
	Iteration 57Q: 3 clusters Score -774121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -774124.625000 Penalty: 4272.252441
	Iteration 58Q: 3 clusters Score -774124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -774126.812500 Penalty: 4272.252441
	Iteration 59Q: 3 clusters Score -774126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -774129.312500 Penalty: 4272.252441
	Iteration 60F: 3 clusters Score -774129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -774134.812500 Penalty: 4272.252441
	Iteration 61Q: 3 clusters Score -774134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -774137.750000 Penalty: 4272.252441
	Iteration 62Q: 3 clusters Score -774137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -774140.687500 Penalty: 4272.252441
	Iteration 63Q: 3 clusters Score -774140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -774140.687500 Penalty: 4272.252441
	Iteration 64F: 3 clusters Score -774140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -974541.687500 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -974541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -968183.500000 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -968183.5 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -969990.812500 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -969990.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -970315.937500 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -970315.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -970543.062500 Penalty: 4456.656738
	Iteration 3F: 3 clusters Score -970543.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -970721.375000 Penalty: 4456.656738
	Iteration 4Q: 3 clusters Score -970721.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -970917.687500 Penalty: 4456.656738
	Iteration 5Q: 3 clusters Score -970917.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -971122.187500 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -971122.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -971372.500000 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -971372.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -971700.937500 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -971700.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -972103.500000 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -972103.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -972497.875000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -972497.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -972796.500000 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -972796.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -972979.062500 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -972979.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -973101.937500 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -973101.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -973177.062500 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -973177.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -973215.125000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -973215.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -973253.437500 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -973253.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -973292.750000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -973292.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -973342.812500 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -973342.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -973418.812500 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -973418.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -973505.437500 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -973505.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -973562.687500 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -973562.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -973591.625000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -973591.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -973615.062500 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -973615.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -973635.812500 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -973635.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -973665.000000 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -973665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -973692.125000 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -973692.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -973725.125000 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -973725.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -973766.250000 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -973766.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -973798.687500 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -973798.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -973834.187500 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -973834.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -973873.625000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -973873.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -973905.937500 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -973905.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -973932.312500 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -973932.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -973948.875000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -973948.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -973958.500000 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -973958.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -973975.812500 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -973975.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -973992.187500 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -973992.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -974005.312500 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -974005.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -974020.500000 Penalty: 4456.656738
	Iteration 39Q: 3 clusters Score -974020.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -974031.437500 Penalty: 4456.656738
	Iteration 40F: 3 clusters Score -974031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -974042.375000 Penalty: 4456.656738
	Iteration 41Q: 3 clusters Score -974042.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -974048.250000 Penalty: 4456.656738
	Iteration 42Q: 3 clusters Score -974048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -974051.875000 Penalty: 4456.656738
	Iteration 43Q: 3 clusters Score -974051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -974058.375000 Penalty: 4456.656738
	Iteration 44Q: 3 clusters Score -974058.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -974066.750000 Penalty: 4456.656738
	Iteration 45Q: 3 clusters Score -974066.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -974068.500000 Penalty: 4456.656738
	Iteration 46Q: 3 clusters Score -974068.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -974072.000000 Penalty: 4456.656738
	Iteration 47Q: 3 clusters Score -974072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -974077.062500 Penalty: 4456.656738
	Iteration 48Q: 3 clusters Score -974077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -974078.750000 Penalty: 4456.656738
	Iteration 49Q: 3 clusters Score -974078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -974079.750000 Penalty: 4456.656738
	Iteration 50Q: 3 clusters Score -974079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -974082.375000 Penalty: 4456.656738
	Iteration 51Q: 3 clusters Score -974082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -974086.187500 Penalty: 4456.656738
	Iteration 52Q: 3 clusters Score -974086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -974087.312500 Penalty: 4456.656738
	Iteration 53Q: 3 clusters Score -974087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -974089.875000 Penalty: 4456.656738
	Iteration 54Q: 3 clusters Score -974089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -974092.687500 Penalty: 4456.656738
	Iteration 55Q: 3 clusters Score -974092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -974092.687500 Penalty: 4456.656738
	Iteration 56Q: 3 clusters Score -974092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -974093.187500 Penalty: 4456.656738
	Iteration 57Q: 3 clusters Score -974093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -974092.875000 Penalty: 4456.656738
	Iteration 58Q: 3 clusters Score -974092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -974096.000000 Penalty: 4456.656738
	Iteration 59Q: 3 clusters Score -974096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -974100.500000 Penalty: 4456.656738
	Iteration 60F: 3 clusters Score -974100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -974101.000000 Penalty: 4456.656738
	Iteration 61Q: 3 clusters Score -974101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -974106.125000 Penalty: 4456.656738
	Iteration 62Q: 3 clusters Score -974106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -974106.875000 Penalty: 4456.656738
	Iteration 63Q: 3 clusters Score -974106.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -974112.250000 Penalty: 4456.656738
	Iteration 64Q: 3 clusters Score -974112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -974116.500000 Penalty: 4456.656738
	Iteration 65Q: 3 clusters Score -974116.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -974119.750000 Penalty: 4456.656738
	Iteration 66Q: 3 clusters Score -974119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -974123.312500 Penalty: 4456.656738
	Iteration 67Q: 3 clusters Score -974123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -974123.250000 Penalty: 4456.656738
	Iteration 68Q: 3 clusters Score -974123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -974125.437500 Penalty: 4456.656738
	Iteration 69Q: 3 clusters Score -974125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -974128.312500 Penalty: 4456.656738
	Iteration 70Q: 3 clusters Score -974128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -974129.000000 Penalty: 4456.656738
	Iteration 71Q: 3 clusters Score -974129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -974133.062500 Penalty: 4456.656738
	Iteration 72Q: 3 clusters Score -974133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -974133.625000 Penalty: 4456.656738
	Iteration 73Q: 3 clusters Score -974133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -974134.625000 Penalty: 4456.656738
	Iteration 74Q: 3 clusters Score -974134.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -974142.500000 Penalty: 4456.656738
	Iteration 75Q: 3 clusters Score -974142.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -974145.437500 Penalty: 4456.656738
	Iteration 76Q: 3 clusters Score -974145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -974145.500000 Penalty: 4456.656738
	Iteration 77Q: 3 clusters Score -974145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -974145.250000 Penalty: 4456.656738
	Iteration 78Q: 3 clusters Score -974145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -974144.875000 Penalty: 4456.656738
	Iteration 79Q: 3 clusters Score -974144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -974146.625000 Penalty: 4456.656738
	Iteration 80F: 3 clusters Score -974146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -974149.062500 Penalty: 4456.656738
	Iteration 81Q: 3 clusters Score -974149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -974149.687500 Penalty: 4456.656738
	Iteration 82Q: 3 clusters Score -974149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -974149.812500 Penalty: 4456.656738
	Iteration 83Q: 3 clusters Score -974149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -974151.437500 Penalty: 4456.656738
	Iteration 84Q: 3 clusters Score -974151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -974149.500000 Penalty: 4456.656738
	Iteration 85Q: 3 clusters Score -974149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -974153.000000 Penalty: 4456.656738
	Iteration 86Q: 3 clusters Score -974153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -974152.625000 Penalty: 4456.656738
	Iteration 87Q: 3 clusters Score -974152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -974155.437500 Penalty: 4456.656738
	Iteration 88Q: 3 clusters Score -974155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -974156.750000 Penalty: 4456.656738
	Iteration 89Q: 3 clusters Score -974156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -974157.250000 Penalty: 4456.656738
	Iteration 90Q: 3 clusters Score -974157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -974157.562500 Penalty: 4456.656738
	Iteration 91Q: 3 clusters Score -974157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -974159.187500 Penalty: 4456.656738
	Iteration 92Q: 3 clusters Score -974159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -974159.125000 Penalty: 4456.656738
	Iteration 93Q: 3 clusters Score -974159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -974160.562500 Penalty: 4456.656738
	Iteration 94Q: 3 clusters Score -974160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -974160.562500 Penalty: 4456.656738
	Iteration 95F: 3 clusters Score -974160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (181996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181996 members 
Entering Unmasked Estep 
Score: -24437390.000000 Penalty: 3003.711426
	Iteration 0F: 2 clusters Score -2.443739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -24327022.000000 Penalty: 6007.422852
	Iteration 0F: 3 clusters Score -2.432702e+07 nChanged 86955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -24377652.000000 Penalty: 6007.422852
	Iteration 1F: 3 clusters Score -2.437765e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -24379260.000000 Penalty: 6007.422852
	Iteration 2Q: 3 clusters Score -2.437926e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -24381764.000000 Penalty: 6007.422852
	Iteration 3Q: 3 clusters Score -2.438176e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -24386256.000000 Penalty: 6007.422852
	Iteration 4F: 3 clusters Score -2.438626e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -24393602.000000 Penalty: 6007.422852
	Iteration 5F: 3 clusters Score -2.43936e+07 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -24404262.000000 Penalty: 6007.422852
	Iteration 6F: 3 clusters Score -2.440426e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -24416134.000000 Penalty: 6007.422852
	Iteration 7F: 3 clusters Score -2.441613e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 166312 members 
Entering Unmasked Estep 
Score: -24425408.000000 Penalty: 6007.422852
	Iteration 8F: 3 clusters Score -2.442541e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 173237 members 
Entering Unmasked Estep 
Score: -24431346.000000 Penalty: 6007.422852
	Iteration 9Q: 3 clusters Score -2.443135e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -24433828.000000 Penalty: 6007.422852
	Iteration 10Q: 3 clusters Score -2.443383e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -24435106.000000 Penalty: 6007.422852
	Iteration 11Q: 3 clusters Score -2.443511e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 178489 members 
Entering Unmasked Estep 
Score: -24435662.000000 Penalty: 6007.422852
	Iteration 12Q: 3 clusters Score -2.443566e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 178830 members 
Entering Unmasked Estep 
Score: -24435908.000000 Penalty: 6007.422852
	Iteration 13Q: 3 clusters Score -2.443591e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -24435980.000000 Penalty: 6007.422852
	Iteration 14Q: 3 clusters Score -2.443598e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -24436022.000000 Penalty: 6007.422852
	Iteration 15Q: 3 clusters Score -2.443602e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -24436040.000000 Penalty: 6007.422852
	Iteration 16Q: 3 clusters Score -2.443604e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 179388 members 
Entering Unmasked Estep 
Score: -24436012.000000 Penalty: 6007.422852
	Iteration 17Q: 3 clusters Score -2.443601e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 179461 members 
Entering Unmasked Estep 
Score: -24435986.000000 Penalty: 6007.422852
	Iteration 18Q: 3 clusters Score -2.443599e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -24435996.000000 Penalty: 6007.422852
	Iteration 19Q: 3 clusters Score -2.4436e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 179580 members 
Entering Unmasked Estep 
Score: -24436020.000000 Penalty: 6007.422852
	Iteration 20F: 3 clusters Score -2.443602e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -24435978.000000 Penalty: 6007.422852
	Iteration 21Q: 3 clusters Score -2.443598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -24435990.000000 Penalty: 6007.422852
	Iteration 22Q: 3 clusters Score -2.443599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 179688 members 
Entering Unmasked Estep 
Score: -24435992.000000 Penalty: 6007.422852
	Iteration 23Q: 3 clusters Score -2.443599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 179711 members 
Entering Unmasked Estep 
Score: -24435990.000000 Penalty: 6007.422852
	Iteration 24Q: 3 clusters Score -2.443599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 179730 members 
Entering Unmasked Estep 
Score: -24435982.000000 Penalty: 6007.422852
	Iteration 25Q: 3 clusters Score -2.443598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 179752 members 
Entering Unmasked Estep 
Score: -24435958.000000 Penalty: 6007.422852
	Iteration 26Q: 3 clusters Score -2.443596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -24435944.000000 Penalty: 6007.422852
	Iteration 27Q: 3 clusters Score -2.443594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 179784 members 
Entering Unmasked Estep 
Score: -24435924.000000 Penalty: 6007.422852
	Iteration 28Q: 3 clusters Score -2.443592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -24435934.000000 Penalty: 6007.422852
	Iteration 29Q: 3 clusters Score -2.443593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 179816 members 
Entering Unmasked Estep 
Score: -24435904.000000 Penalty: 6007.422852
	Iteration 30Q: 3 clusters Score -2.44359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -24435924.000000 Penalty: 6007.422852
	Iteration 31Q: 3 clusters Score -2.443592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -24435962.000000 Penalty: 6007.422852
	Iteration 32Q: 3 clusters Score -2.443596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -24435968.000000 Penalty: 6007.422852
	Iteration 33Q: 3 clusters Score -2.443597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -24435954.000000 Penalty: 6007.422852
	Iteration 34Q: 3 clusters Score -2.443595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -24435922.000000 Penalty: 6007.422852
	Iteration 35Q: 3 clusters Score -2.443592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -24435922.000000 Penalty: 6007.422852
	Iteration 36Q: 3 clusters Score -2.443592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 179891 members 
Entering Unmasked Estep 
Score: -24435940.000000 Penalty: 6007.422852
	Iteration 37Q: 3 clusters Score -2.443594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 179900 members 
Entering Unmasked Estep 
Score: -24435962.000000 Penalty: 6007.422852
	Iteration 38Q: 3 clusters Score -2.443596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -24435968.000000 Penalty: 6007.422852
	Iteration 39Q: 3 clusters Score -2.443597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 179927 members 
Entering Unmasked Estep 
Score: -24435972.000000 Penalty: 6007.422852
	Iteration 40F: 3 clusters Score -2.443597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -24435968.000000 Penalty: 6007.422852
	Iteration 41Q: 3 clusters Score -2.443597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 179949 members 
Entering Unmasked Estep 
Score: -24435962.000000 Penalty: 6007.422852
	Iteration 42Q: 3 clusters Score -2.443596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -24435928.000000 Penalty: 6007.422852
	Iteration 43Q: 3 clusters Score -2.443593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -24435936.000000 Penalty: 6007.422852
	Iteration 44Q: 3 clusters Score -2.443594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 179974 members 
Entering Unmasked Estep 
Score: -24435920.000000 Penalty: 6007.422852
	Iteration 45Q: 3 clusters Score -2.443592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -24435934.000000 Penalty: 6007.422852
	Iteration 46Q: 3 clusters Score -2.443593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 179996 members 
Entering Unmasked Estep 
Score: -24435928.000000 Penalty: 6007.422852
	Iteration 47Q: 3 clusters Score -2.443593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -24435928.000000 Penalty: 6007.422852
	Iteration 48Q: 3 clusters Score -2.443593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 180007 members 
Entering Unmasked Estep 
Score: -24435900.000000 Penalty: 6007.422852
	Iteration 49Q: 3 clusters Score -2.44359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -24435902.000000 Penalty: 6007.422852
	Iteration 50Q: 3 clusters Score -2.44359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -24435902.000000 Penalty: 6007.422852
	Iteration 51F: 3 clusters Score -2.44359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116748.296875 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116748.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117017.101562 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117017.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117094.796875 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117094.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117142.523438 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -117142.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117177.054688 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117192.945312 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117200.781250 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117208.015625 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117221.875000 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -117221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117234.406250 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -117234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117250.468750 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -117250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117275.039062 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -117275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117312.859375 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -117312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117355.210938 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -117355.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117455.882812 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -117455.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117626.406250 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -117626.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117844.476562 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -117844.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118014.992188 Penalty: 3388.113770
	Iteration 17F: 3 clusters Score -118015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -118206.585938 Penalty: 3388.113770
	Iteration 18F: 3 clusters Score -118206.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118290.000000 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -118290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -118328.929688 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -118328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118352.617188 Penalty: 3388.113770
	Iteration 21Q: 3 clusters Score -118352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118364.203125 Penalty: 3388.113770
	Iteration 22Q: 3 clusters Score -118364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -118369.859375 Penalty: 3388.113770
	Iteration 23Q: 3 clusters Score -118369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118373.562500 Penalty: 3388.113770
	Iteration 24Q: 3 clusters Score -118373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118379.617188 Penalty: 3388.113770
	Iteration 25Q: 3 clusters Score -118379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -118391.242188 Penalty: 3388.113770
	Iteration 26Q: 3 clusters Score -118391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -118408.343750 Penalty: 3388.113770
	Iteration 27Q: 3 clusters Score -118408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -118413.335938 Penalty: 3388.113770
	Iteration 28Q: 3 clusters Score -118413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118421.117188 Penalty: 3388.113770
	Iteration 29Q: 3 clusters Score -118421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -118425.218750 Penalty: 3388.113770
	Iteration 30Q: 3 clusters Score -118425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118429.171875 Penalty: 3388.113770
	Iteration 31Q: 3 clusters Score -118429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118429.171875 Penalty: 3388.113770
	Iteration 32F: 3 clusters Score -118429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 117202 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 80757 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 156806 members 
Mstep: Class 16 contains 134936 members 
Mstep: Class 17 contains 31934 members 
Mstep: Class 18 contains 213493 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 115845 members 
Mstep: Class 23 contains 17012 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 181996 members 
Mstep: Class 27 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181062144.000000 Penalty: 112337.296875
Iteration 119Q: 33 clusters Score -1.810621e+08 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 12793 members 
Mstep: Class 4 contains 117221 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 80412 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 40575 members 
Mstep: Class 15 contains 157633 members 
Mstep: Class 16 contains 134629 members 
Mstep: Class 17 contains 31728 members 
Mstep: Class 18 contains 214116 members 
Mstep: Class 19 contains 35782 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 116436 members 
Mstep: Class 23 contains 17796 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 8035 members 
Mstep: Class 26 contains 183296 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 116896 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064448.000000 Penalty: 112337.296875
Iteration 120F: 33 clusters Score -1.810644e+08 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 116651 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 16204 members 
Mstep: Class 7 contains 79796 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 7522 members 
Mstep: Class 14 contains 40572 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 134055 members 
Mstep: Class 17 contains 31522 members 
Mstep: Class 18 contains 214299 members 
Mstep: Class 19 contains 35876 members 
Mstep: Class 20 contains 6098 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 115850 members 
Mstep: Class 23 contains 17955 members 
Mstep: Class 24 contains 5502 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 183776 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7012 members 
Mstep: Class 29 contains 117887 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11415 members 
Mstep: Class 32 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181066320.000000 Penalty: 112337.296875
Iteration 121Q: 33 clusters Score -1.810663e+08 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 13253 members 
Mstep: Class 4 contains 116147 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 16136 members 
Mstep: Class 7 contains 79285 members 
Mstep: Class 8 contains 5390 members 
Mstep: Class 9 contains 13674 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 7450 members 
Mstep: Class 14 contains 40564 members 
Mstep: Class 15 contains 157765 members 
Mstep: Class 16 contains 133655 members 
Mstep: Class 17 contains 31305 members 
Mstep: Class 18 contains 214409 members 
Mstep: Class 19 contains 35981 members 
Mstep: Class 20 contains 6298 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 115571 members 
Mstep: Class 23 contains 18115 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 184197 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7109 members 
Mstep: Class 29 contains 118355 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067216.000000 Penalty: 112337.296875
Iteration 122Q: 33 clusters Score -1.810672e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 4 contains 115707 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 16087 members 
Mstep: Class 7 contains 78830 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 13669 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 40551 members 
Mstep: Class 15 contains 157854 members 
Mstep: Class 16 contains 133422 members 
Mstep: Class 17 contains 31074 members 
Mstep: Class 18 contains 214614 members 
Mstep: Class 19 contains 36079 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 115394 members 
Mstep: Class 23 contains 18236 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 7767 members 
Mstep: Class 26 contains 184547 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 118589 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11729 members 
Mstep: Class 32 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068416.000000 Penalty: 112337.296875
Iteration 123Q: 33 clusters Score -1.810684e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 115285 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 16051 members 
Mstep: Class 7 contains 78512 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 13662 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 40538 members 
Mstep: Class 15 contains 157972 members 
Mstep: Class 16 contains 133263 members 
Mstep: Class 17 contains 30831 members 
Mstep: Class 18 contains 214777 members 
Mstep: Class 19 contains 36203 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 115245 members 
Mstep: Class 23 contains 18336 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 184844 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 118703 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11774 members 
Mstep: Class 32 contains 3155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068192.000000 Penalty: 112337.296875
Iteration 124Q: 33 clusters Score -1.810682e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 14055 members 
Mstep: Class 3 contains 14172 members 
Mstep: Class 4 contains 114918 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 78252 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9080 members 
Mstep: Class 13 contains 7334 members 
Mstep: Class 14 contains 40529 members 
Mstep: Class 15 contains 158071 members 
Mstep: Class 16 contains 133131 members 
Mstep: Class 17 contains 30626 members 
Mstep: Class 18 contains 214942 members 
Mstep: Class 19 contains 36327 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 115189 members 
Mstep: Class 23 contains 18404 members 
Mstep: Class 24 contains 5417 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 184977 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 118798 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11776 members 
Mstep: Class 32 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068544.000000 Penalty: 112337.296875
Iteration 125Q: 33 clusters Score -1.810685e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 114606 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 15996 members 
Mstep: Class 7 contains 78028 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 13643 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 13 contains 7321 members 
Mstep: Class 14 contains 40503 members 
Mstep: Class 15 contains 158149 members 
Mstep: Class 16 contains 133039 members 
Mstep: Class 17 contains 30446 members 
Mstep: Class 18 contains 215106 members 
Mstep: Class 19 contains 36435 members 
Mstep: Class 20 contains 6802 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 115125 members 
Mstep: Class 23 contains 18439 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 7682 members 
Mstep: Class 26 contains 185109 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 118869 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 33 clusters Score -1.810688e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 14668 members 
Mstep: Class 4 contains 114282 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 77911 members 
Mstep: Class 8 contains 5371 members 
Mstep: Class 9 contains 13648 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 40491 members 
Mstep: Class 15 contains 158288 members 
Mstep: Class 16 contains 132957 members 
Mstep: Class 17 contains 30299 members 
Mstep: Class 18 contains 215259 members 
Mstep: Class 19 contains 36526 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 115080 members 
Mstep: Class 23 contains 18444 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 185139 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 118934 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11727 members 
Mstep: Class 32 contains 3389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 33 clusters Score -1.810689e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 14912 members 
Mstep: Class 4 contains 113972 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 77811 members 
Mstep: Class 8 contains 5369 members 
Mstep: Class 9 contains 13656 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 40485 members 
Mstep: Class 15 contains 158441 members 
Mstep: Class 16 contains 132905 members 
Mstep: Class 17 contains 30151 members 
Mstep: Class 18 contains 215439 members 
Mstep: Class 19 contains 36593 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 115030 members 
Mstep: Class 23 contains 18444 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 7652 members 
Mstep: Class 26 contains 185142 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 118948 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11709 members 
Mstep: Class 32 contains 3438 members 
Entering Unmasked Estep 
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Score: -181069504.000000 Penalty: 112337.296875
Iteration 128Q: 33 clusters Score -1.810695e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 13989 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 113678 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 77713 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 13652 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 40462 members 
Mstep: Class 15 contains 158619 members 
Mstep: Class 16 contains 132857 members 
Mstep: Class 17 contains 30020 members 
Mstep: Class 18 contains 215574 members 
Mstep: Class 19 contains 36659 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 114993 members 
Mstep: Class 23 contains 18451 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 7639 members 
Mstep: Class 26 contains 185118 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 118995 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11667 members 
Mstep: Class 32 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069472.000000 Penalty: 112337.296875
Iteration 129Q: 33 clusters Score -1.810695e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 13978 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 4 contains 113353 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15954 members 
Mstep: Class 7 contains 77616 members 
Mstep: Class 8 contains 5374 members 
Mstep: Class 9 contains 13650 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 40443 members 
Mstep: Class 15 contains 158849 members 
Mstep: Class 16 contains 132801 members 
Mstep: Class 17 contains 29918 members 
Mstep: Class 18 contains 215720 members 
Mstep: Class 19 contains 36700 members 
Mstep: Class 20 contains 7015 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114983 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 185039 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7158 members 
Mstep: Class 29 contains 119049 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069456.000000 Penalty: 112337.296875
Iteration 130Q: 33 clusters Score -1.810695e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 13969 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 113045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 77588 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 13653 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 9069 members 
Mstep: Class 13 contains 7247 members 
Mstep: Class 14 contains 40438 members 
Mstep: Class 15 contains 159075 members 
Mstep: Class 16 contains 132765 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 215870 members 
Mstep: Class 19 contains 36743 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114950 members 
Mstep: Class 23 contains 18455 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 7614 members 
Mstep: Class 26 contains 184913 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 119087 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11594 members 
Mstep: Class 32 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069472.000000 Penalty: 112337.296875
Iteration 131Q: 33 clusters Score -1.810695e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 112749 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 77592 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 13657 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 7231 members 
Mstep: Class 14 contains 40424 members 
Mstep: Class 15 contains 159315 members 
Mstep: Class 16 contains 132696 members 
Mstep: Class 17 contains 29716 members 
Mstep: Class 18 contains 215974 members 
Mstep: Class 19 contains 36783 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114939 members 
Mstep: Class 23 contains 18445 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 7607 members 
Mstep: Class 26 contains 184738 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119140 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11561 members 
Mstep: Class 32 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069872.000000 Penalty: 112337.296875
Iteration 132Q: 33 clusters Score -1.810699e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 13958 members 
Mstep: Class 3 contains 15844 members 
Mstep: Class 4 contains 112444 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 77572 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 13663 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 40414 members 
Mstep: Class 15 contains 159594 members 
Mstep: Class 16 contains 132615 members 
Mstep: Class 17 contains 29670 members 
Mstep: Class 18 contains 216045 members 
Mstep: Class 19 contains 36831 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114920 members 
Mstep: Class 23 contains 18418 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 184567 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119185 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11508 members 
Mstep: Class 32 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069760.000000 Penalty: 112337.296875
Iteration 133Q: 33 clusters Score -1.810698e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 112159 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 77553 members 
Mstep: Class 8 contains 5392 members 
Mstep: Class 9 contains 13679 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 40409 members 
Mstep: Class 15 contains 159816 members 
Mstep: Class 16 contains 132492 members 
Mstep: Class 17 contains 29624 members 
Mstep: Class 18 contains 216142 members 
Mstep: Class 19 contains 36857 members 
Mstep: Class 20 contains 7140 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114916 members 
Mstep: Class 23 contains 18444 members 
Mstep: Class 24 contains 5252 members 
Mstep: Class 25 contains 7584 members 
Mstep: Class 26 contains 184422 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 119224 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11460 members 
Mstep: Class 32 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 33 clusters Score -1.810698e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 13943 members 
Mstep: Class 3 contains 16098 members 
Mstep: Class 4 contains 111836 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 77584 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 13699 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 7200 members 
Mstep: Class 14 contains 40394 members 
Mstep: Class 15 contains 160096 members 
Mstep: Class 16 contains 132387 members 
Mstep: Class 17 contains 29581 members 
Mstep: Class 18 contains 216195 members 
Mstep: Class 19 contains 36893 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114923 members 
Mstep: Class 23 contains 18513 members 
Mstep: Class 24 contains 5233 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 184234 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 119249 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11402 members 
Mstep: Class 32 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069760.000000 Penalty: 112337.296875
Iteration 135Q: 33 clusters Score -1.810698e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 13934 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 111486 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15942 members 
Mstep: Class 7 contains 77677 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 13732 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 7189 members 
Mstep: Class 14 contains 40385 members 
Mstep: Class 15 contains 160331 members 
Mstep: Class 16 contains 132276 members 
Mstep: Class 17 contains 29553 members 
Mstep: Class 18 contains 216260 members 
Mstep: Class 19 contains 36937 members 
Mstep: Class 20 contains 7162 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 114936 members 
Mstep: Class 23 contains 18620 members 
Mstep: Class 24 contains 5218 members 
Mstep: Class 25 contains 7561 members 
Mstep: Class 26 contains 183993 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 119282 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11365 members 
Mstep: Class 32 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070336.000000 Penalty: 112337.296875
Iteration 136Q: 33 clusters Score -1.810703e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 111179 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15955 members 
Mstep: Class 7 contains 77746 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 7182 members 
Mstep: Class 14 contains 40376 members 
Mstep: Class 15 contains 160591 members 
Mstep: Class 16 contains 132174 members 
Mstep: Class 17 contains 29549 members 
Mstep: Class 18 contains 216315 members 
Mstep: Class 19 contains 36958 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 114940 members 
Mstep: Class 23 contains 18718 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 7554 members 
Mstep: Class 26 contains 183752 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 119303 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11334 members 
Mstep: Class 32 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 33 clusters Score -1.810702e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 13927 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 110872 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15955 members 
Mstep: Class 7 contains 77835 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40382 members 
Mstep: Class 15 contains 160865 members 
Mstep: Class 16 contains 132084 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 216375 members 
Mstep: Class 19 contains 36983 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 114941 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 5176 members 
Mstep: Class 25 contains 7537 members 
Mstep: Class 26 contains 183531 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119272 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11305 members 
Mstep: Class 32 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070384.000000 Penalty: 112337.296875
Iteration 138Q: 33 clusters Score -1.810704e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 13923 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 110572 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 77971 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 13785 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 40376 members 
Mstep: Class 15 contains 161144 members 
Mstep: Class 16 contains 132011 members 
Mstep: Class 17 contains 29529 members 
Mstep: Class 18 contains 216431 members 
Mstep: Class 19 contains 37001 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 114948 members 
Mstep: Class 23 contains 18899 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 7530 members 
Mstep: Class 26 contains 183255 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 119263 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11291 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 33 clusters Score -1.810702e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 16614 members 
Mstep: Class 4 contains 110289 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15967 members 
Mstep: Class 7 contains 78115 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 13793 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40363 members 
Mstep: Class 15 contains 161371 members 
Mstep: Class 16 contains 131958 members 
Mstep: Class 17 contains 29511 members 
Mstep: Class 18 contains 216478 members 
Mstep: Class 19 contains 37021 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114960 members 
Mstep: Class 23 contains 18982 members 
Mstep: Class 24 contains 5140 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 183013 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119282 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11254 members 
Mstep: Class 32 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 33 clusters Score -1.8107e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 13916 members 
Mstep: Class 3 contains 16703 members 
Mstep: Class 4 contains 110021 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 78250 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40354 members 
Mstep: Class 15 contains 161615 members 
Mstep: Class 16 contains 131913 members 
Mstep: Class 17 contains 29515 members 
Mstep: Class 18 contains 216540 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114962 members 
Mstep: Class 23 contains 19014 members 
Mstep: Class 24 contains 5122 members 
Mstep: Class 25 contains 7516 members 
Mstep: Class 26 contains 182753 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7146 members 
Mstep: Class 29 contains 119271 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11227 members 
Mstep: Class 32 contains 4339 members 
Entering Unmasked Estep 
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Iteration 141Q: 33 clusters Score -1.810701e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 16772 members 
Mstep: Class 4 contains 109781 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15972 members 
Mstep: Class 7 contains 78403 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 13838 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40337 members 
Mstep: Class 15 contains 161839 members 
Mstep: Class 16 contains 131868 members 
Mstep: Class 17 contains 29518 members 
Mstep: Class 18 contains 216619 members 
Mstep: Class 19 contains 37070 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114962 members 
Mstep: Class 23 contains 19052 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 7508 members 
Mstep: Class 26 contains 182476 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119256 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11201 members 
Mstep: Class 32 contains 4388 members 
Entering Unmasked Estep 
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Iteration 142Q: 33 clusters Score -1.810704e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 16840 members 
Mstep: Class 4 contains 109543 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 78565 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 13854 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40331 members 
Mstep: Class 15 contains 162071 members 
Mstep: Class 16 contains 131851 members 
Mstep: Class 17 contains 29519 members 
Mstep: Class 18 contains 216671 members 
Mstep: Class 19 contains 37080 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114949 members 
Mstep: Class 23 contains 19093 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 7504 members 
Mstep: Class 26 contains 182215 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119252 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11170 members 
Mstep: Class 32 contains 4415 members 
Entering Unmasked Estep 
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Iteration 143Q: 33 clusters Score -1.810702e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 16917 members 
Mstep: Class 4 contains 109323 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 78781 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 13863 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40335 members 
Mstep: Class 15 contains 162282 members 
Mstep: Class 16 contains 131832 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 216700 members 
Mstep: Class 19 contains 37086 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 114940 members 
Mstep: Class 23 contains 19134 members 
Mstep: Class 24 contains 5040 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 181934 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119214 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11150 members 
Mstep: Class 32 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070096.000000 Penalty: 112337.296875
Iteration 144Q: 33 clusters Score -1.810701e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 16999 members 
Mstep: Class 4 contains 109128 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 78996 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40336 members 
Mstep: Class 15 contains 162439 members 
Mstep: Class 16 contains 131813 members 
Mstep: Class 17 contains 29524 members 
Mstep: Class 18 contains 216732 members 
Mstep: Class 19 contains 37085 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 114941 members 
Mstep: Class 23 contains 19170 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 7505 members 
Mstep: Class 26 contains 181662 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119182 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11136 members 
Mstep: Class 32 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070224.000000 Penalty: 112337.296875
Iteration 145Q: 33 clusters Score -1.810702e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 17052 members 
Mstep: Class 4 contains 108929 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 79227 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40332 members 
Mstep: Class 15 contains 162604 members 
Mstep: Class 16 contains 131805 members 
Mstep: Class 17 contains 29510 members 
Mstep: Class 18 contains 216776 members 
Mstep: Class 19 contains 37081 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 114935 members 
Mstep: Class 23 contains 19175 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 7509 members 
Mstep: Class 26 contains 181377 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119199 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11133 members 
Mstep: Class 32 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069984.000000 Penalty: 112337.296875
Iteration 146Q: 33 clusters Score -1.8107e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 17098 members 
Mstep: Class 4 contains 108712 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 79477 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9061 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40334 members 
Mstep: Class 15 contains 162773 members 
Mstep: Class 16 contains 131797 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 216821 members 
Mstep: Class 19 contains 37094 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 114928 members 
Mstep: Class 23 contains 19195 members 
Mstep: Class 24 contains 4969 members 
Mstep: Class 25 contains 7508 members 
Mstep: Class 26 contains 181067 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119209 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11132 members 
Mstep: Class 32 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070208.000000 Penalty: 112337.296875
Iteration 147Q: 33 clusters Score -1.810702e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 108510 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 79724 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40329 members 
Mstep: Class 15 contains 162958 members 
Mstep: Class 16 contains 131778 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 216854 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114936 members 
Mstep: Class 23 contains 19230 members 
Mstep: Class 24 contains 4946 members 
Mstep: Class 25 contains 7507 members 
Mstep: Class 26 contains 180780 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119185 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11129 members 
Mstep: Class 32 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070000.000000 Penalty: 112337.296875
Iteration 148Q: 33 clusters Score -1.8107e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 108331 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15973 members 
Mstep: Class 7 contains 79988 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9061 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40327 members 
Mstep: Class 15 contains 163108 members 
Mstep: Class 16 contains 131764 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 216907 members 
Mstep: Class 19 contains 37113 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114926 members 
Mstep: Class 23 contains 19254 members 
Mstep: Class 24 contains 4925 members 
Mstep: Class 25 contains 7500 members 
Mstep: Class 26 contains 180465 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119199 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11127 members 
Mstep: Class 32 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070032.000000 Penalty: 112337.296875
Iteration 149Q: 33 clusters Score -1.8107e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 17197 members 
Mstep: Class 4 contains 108144 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 80254 members 
Mstep: Class 8 contains 5294 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40329 members 
Mstep: Class 15 contains 163276 members 
Mstep: Class 16 contains 131758 members 
Mstep: Class 17 contains 29494 members 
Mstep: Class 18 contains 216936 members 
Mstep: Class 19 contains 37117 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114936 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 4900 members 
Mstep: Class 25 contains 7496 members 
Mstep: Class 26 contains 180159 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119184 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11118 members 
Mstep: Class 32 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069952.000000 Penalty: 112337.296875
Iteration 150Q: 33 clusters Score -1.8107e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 4 contains 107950 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 80570 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40325 members 
Mstep: Class 15 contains 163451 members 
Mstep: Class 16 contains 131755 members 
Mstep: Class 17 contains 29495 members 
Mstep: Class 18 contains 216967 members 
Mstep: Class 19 contains 37117 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114940 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 4876 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 179800 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119190 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11110 members 
Mstep: Class 32 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069952.000000 Penalty: 112337.296875
Iteration 151Q: 33 clusters Score -1.8107e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17248 members 
Mstep: Class 4 contains 107771 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 80904 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 40322 members 
Mstep: Class 15 contains 163592 members 
Mstep: Class 16 contains 131760 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 217007 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114941 members 
Mstep: Class 23 contains 19339 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 7491 members 
Mstep: Class 26 contains 179404 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119209 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11109 members 
Mstep: Class 32 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069968.000000 Penalty: 112337.296875
Iteration 152Q: 33 clusters Score -1.8107e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17274 members 
Mstep: Class 4 contains 107608 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 81243 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 13931 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 40323 members 
Mstep: Class 15 contains 163761 members 
Mstep: Class 16 contains 131781 members 
Mstep: Class 17 contains 29493 members 
Mstep: Class 18 contains 217032 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 114942 members 
Mstep: Class 23 contains 19352 members 
Mstep: Class 24 contains 4819 members 
Mstep: Class 25 contains 7484 members 
Mstep: Class 26 contains 179016 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119199 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11104 members 
Mstep: Class 32 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069872.000000 Penalty: 112337.296875
Iteration 153Q: 33 clusters Score -1.810699e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17296 members 
Mstep: Class 4 contains 107465 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 81595 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 13939 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 163952 members 
Mstep: Class 16 contains 131801 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 217050 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114946 members 
Mstep: Class 23 contains 19368 members 
Mstep: Class 24 contains 4785 members 
Mstep: Class 25 contains 7479 members 
Mstep: Class 26 contains 178586 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119181 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11099 members 
Mstep: Class 32 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069696.000000 Penalty: 112337.296875
Iteration 154Q: 33 clusters Score -1.810697e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17325 members 
Mstep: Class 4 contains 107341 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 82002 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 13945 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 40319 members 
Mstep: Class 15 contains 164104 members 
Mstep: Class 16 contains 131818 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 217100 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114946 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 7476 members 
Mstep: Class 26 contains 178094 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119175 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11087 members 
Mstep: Class 32 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069552.000000 Penalty: 112337.296875
Iteration 155Q: 33 clusters Score -1.810696e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17353 members 
Mstep: Class 4 contains 107200 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 82412 members 
Mstep: Class 8 contains 5261 members 
Mstep: Class 9 contains 13950 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 40317 members 
Mstep: Class 15 contains 164269 members 
Mstep: Class 16 contains 131834 members 
Mstep: Class 17 contains 29505 members 
Mstep: Class 18 contains 217147 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114946 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 4734 members 
Mstep: Class 25 contains 7476 members 
Mstep: Class 26 contains 177614 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119157 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11076 members 
Mstep: Class 32 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069584.000000 Penalty: 112337.296875
Iteration 156Q: 33 clusters Score -1.810696e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17374 members 
Mstep: Class 4 contains 107049 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 82831 members 
Mstep: Class 8 contains 5258 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 40312 members 
Mstep: Class 15 contains 164422 members 
Mstep: Class 16 contains 131844 members 
Mstep: Class 17 contains 29518 members 
Mstep: Class 18 contains 217152 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 114955 members 
Mstep: Class 23 contains 19387 members 
Mstep: Class 24 contains 4712 members 
Mstep: Class 25 contains 7475 members 
Mstep: Class 26 contains 177119 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 119186 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11070 members 
Mstep: Class 32 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069648.000000 Penalty: 112337.296875
Iteration 157Q: 33 clusters Score -1.810696e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17385 members 
Mstep: Class 4 contains 106901 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15981 members 
Mstep: Class 7 contains 83244 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 13962 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 164564 members 
Mstep: Class 16 contains 131851 members 
Mstep: Class 17 contains 29525 members 
Mstep: Class 18 contains 217154 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114956 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 7474 members 
Mstep: Class 26 contains 176643 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119221 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11069 members 
Mstep: Class 32 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069392.000000 Penalty: 112337.296875
Iteration 158Q: 33 clusters Score -1.810694e+08 nChanged 1374
Entering ConstructFrom: 
Score: -181069392.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3526098.250000 Penalty: 2529.727295
	Iteration 0F: 2 clusters Score -3526098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3507485.750000 Penalty: 5059.454590
	Iteration 0F: 3 clusters Score -3507486 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3514209.500000 Penalty: 5059.454590
	Iteration 1F: 3 clusters Score -3514210 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3515244.500000 Penalty: 5059.454590
	Iteration 2F: 3 clusters Score -3515244 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3516950.500000 Penalty: 5059.454590
	Iteration 3F: 3 clusters Score -3516950 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3519035.750000 Penalty: 5059.454590
	Iteration 4F: 3 clusters Score -3519036 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3521063.500000 Penalty: 5059.454590
	Iteration 5F: 3 clusters Score -3521064 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3522760.500000 Penalty: 5059.454590
	Iteration 6F: 3 clusters Score -3522760 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3523947.500000 Penalty: 5059.454590
	Iteration 7F: 3 clusters Score -3523948 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3524742.250000 Penalty: 5059.454590
	Iteration 8Q: 3 clusters Score -3524742 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3525274.500000 Penalty: 5059.454590
	Iteration 9Q: 3 clusters Score -3525274 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3525707.500000 Penalty: 5059.454590
	Iteration 10Q: 3 clusters Score -3525708 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3526078.250000 Penalty: 5059.454590
	Iteration 11Q: 3 clusters Score -3526078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3526292.500000 Penalty: 5059.454590
	Iteration 12Q: 3 clusters Score -3526292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3526368.500000 Penalty: 5059.454590
	Iteration 13Q: 3 clusters Score -3526368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3526417.250000 Penalty: 5059.454590
	Iteration 14Q: 3 clusters Score -3526417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3526448.500000 Penalty: 5059.454590
	Iteration 15Q: 3 clusters Score -3526448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3526462.250000 Penalty: 5059.454590
	Iteration 16Q: 3 clusters Score -3526462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3526469.000000 Penalty: 5059.454590
	Iteration 17Q: 3 clusters Score -3526469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3526474.500000 Penalty: 5059.454590
	Iteration 18Q: 3 clusters Score -3526474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3526499.750000 Penalty: 5059.454590
	Iteration 19Q: 3 clusters Score -3526500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3526498.750000 Penalty: 5059.454590
	Iteration 20F: 3 clusters Score -3526499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3526512.500000 Penalty: 5059.454590
	Iteration 21Q: 3 clusters Score -3526512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3526524.000000 Penalty: 5059.454590
	Iteration 22Q: 3 clusters Score -3526524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3526528.750000 Penalty: 5059.454590
	Iteration 23Q: 3 clusters Score -3526529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3526531.000000 Penalty: 5059.454590
	Iteration 24Q: 3 clusters Score -3526531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3526531.500000 Penalty: 5059.454590
	Iteration 25Q: 3 clusters Score -3526532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3526540.250000 Penalty: 5059.454590
	Iteration 26Q: 3 clusters Score -3526540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3526542.000000 Penalty: 5059.454590
	Iteration 27Q: 3 clusters Score -3526542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3526546.250000 Penalty: 5059.454590
	Iteration 28Q: 3 clusters Score -3526546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3526545.000000 Penalty: 5059.454590
	Iteration 29Q: 3 clusters Score -3526545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3526559.750000 Penalty: 5059.454590
	Iteration 30Q: 3 clusters Score -3526560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3526561.000000 Penalty: 5059.454590
	Iteration 31Q: 3 clusters Score -3526561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3526560.750000 Penalty: 5059.454590
	Iteration 32Q: 3 clusters Score -3526561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3526565.250000 Penalty: 5059.454590
	Iteration 33Q: 3 clusters Score -3526565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3526568.000000 Penalty: 5059.454590
	Iteration 34Q: 3 clusters Score -3526568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3526563.000000 Penalty: 5059.454590
	Iteration 35Q: 3 clusters Score -3526563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3526567.750000 Penalty: 5059.454590
	Iteration 36Q: 3 clusters Score -3526568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3526567.250000 Penalty: 5059.454590
	Iteration 37Q: 3 clusters Score -3526567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3526565.750000 Penalty: 5059.454590
	Iteration 38Q: 3 clusters Score -3526566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3526570.250000 Penalty: 5059.454590
	Iteration 39Q: 3 clusters Score -3526570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3526571.000000 Penalty: 5059.454590
	Iteration 40F: 3 clusters Score -3526571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3526571.000000 Penalty: 5059.454590
	Iteration 41Q: 3 clusters Score -3526571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3526574.250000 Penalty: 5059.454590
	Iteration 42Q: 3 clusters Score -3526574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3526573.750000 Penalty: 5059.454590
	Iteration 43Q: 3 clusters Score -3526574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3526573.500000 Penalty: 5059.454590
	Iteration 44Q: 3 clusters Score -3526574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3526572.000000 Penalty: 5059.454590
	Iteration 45Q: 3 clusters Score -3526572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3526573.500000 Penalty: 5059.454590
	Iteration 46Q: 3 clusters Score -3526574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3526569.000000 Penalty: 5059.454590
	Iteration 47Q: 3 clusters Score -3526569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3526566.750000 Penalty: 5059.454590
	Iteration 48Q: 3 clusters Score -3526567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3526564.250000 Penalty: 5059.454590
	Iteration 49Q: 3 clusters Score -3526564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3526568.250000 Penalty: 5059.454590
	Iteration 50Q: 3 clusters Score -3526568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3526572.250000 Penalty: 5059.454590
	Iteration 51Q: 3 clusters Score -3526572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3526574.000000 Penalty: 5059.454590
	Iteration 52Q: 3 clusters Score -3526574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3526578.000000 Penalty: 5059.454590
	Iteration 53Q: 3 clusters Score -3526578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3526582.000000 Penalty: 5059.454590
	Iteration 54Q: 3 clusters Score -3526582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3526579.750000 Penalty: 5059.454590
	Iteration 55Q: 3 clusters Score -3526580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3526579.000000 Penalty: 5059.454590
	Iteration 56Q: 3 clusters Score -3526579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3526578.250000 Penalty: 5059.454590
	Iteration 57Q: 3 clusters Score -3526578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3526578.250000 Penalty: 5059.454590
	Iteration 58F: 3 clusters Score -3526578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17403 members 
Mstep: Class 4 contains 106762 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 83677 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 164703 members 
Mstep: Class 16 contains 131861 members 
Mstep: Class 17 contains 29541 members 
Mstep: Class 18 contains 217164 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114959 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 7474 members 
Mstep: Class 26 contains 176133 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119258 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11063 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 1707 members 
Entering Unmasked Estep 
Score: -181069248.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181069392.000000 to -181069248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -1803287.750000 Penalty: 2365.903320
	Iteration 0F: 2 clusters Score -1803288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1793137.125000 Penalty: 4731.806641
	Iteration 0F: 3 clusters Score -1793137 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1796446.375000 Penalty: 4731.806641
	Iteration 1F: 3 clusters Score -1796446 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1796892.375000 Penalty: 4731.806641
	Iteration 2F: 3 clusters Score -1796892 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1797287.625000 Penalty: 4731.806641
	Iteration 3F: 3 clusters Score -1797288 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1797721.625000 Penalty: 4731.806641
	Iteration 4Q: 3 clusters Score -1797722 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1798155.750000 Penalty: 4731.806641
	Iteration 5F: 3 clusters Score -1798156 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1798650.875000 Penalty: 4731.806641
	Iteration 6F: 3 clusters Score -1798651 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1799142.250000 Penalty: 4731.806641
	Iteration 7F: 3 clusters Score -1799142 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1799503.500000 Penalty: 4731.806641
	Iteration 8Q: 3 clusters Score -1799504 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1799757.375000 Penalty: 4731.806641
	Iteration 9Q: 3 clusters Score -1799757 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1799959.250000 Penalty: 4731.806641
	Iteration 10Q: 3 clusters Score -1799959 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1800145.500000 Penalty: 4731.806641
	Iteration 11Q: 3 clusters Score -1800146 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1800291.625000 Penalty: 4731.806641
	Iteration 12Q: 3 clusters Score -1800292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1800423.375000 Penalty: 4731.806641
	Iteration 13Q: 3 clusters Score -1800423 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1800551.750000 Penalty: 4731.806641
	Iteration 14Q: 3 clusters Score -1800552 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1800639.875000 Penalty: 4731.806641
	Iteration 15Q: 3 clusters Score -1800640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1800706.750000 Penalty: 4731.806641
	Iteration 16Q: 3 clusters Score -1800707 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1800797.125000 Penalty: 4731.806641
	Iteration 17Q: 3 clusters Score -1800797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1800887.625000 Penalty: 4731.806641
	Iteration 18Q: 3 clusters Score -1800888 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1800980.375000 Penalty: 4731.806641
	Iteration 19Q: 3 clusters Score -1800980 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1801058.500000 Penalty: 4731.806641
	Iteration 20F: 3 clusters Score -1801058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1801133.375000 Penalty: 4731.806641
	Iteration 21Q: 3 clusters Score -1801133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1801200.875000 Penalty: 4731.806641
	Iteration 22Q: 3 clusters Score -1801201 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1801257.000000 Penalty: 4731.806641
	Iteration 23Q: 3 clusters Score -1801257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1801315.875000 Penalty: 4731.806641
	Iteration 24Q: 3 clusters Score -1801316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1801375.500000 Penalty: 4731.806641
	Iteration 25Q: 3 clusters Score -1801376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1801422.875000 Penalty: 4731.806641
	Iteration 26Q: 3 clusters Score -1801423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1801459.375000 Penalty: 4731.806641
	Iteration 27Q: 3 clusters Score -1801459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1801494.375000 Penalty: 4731.806641
	Iteration 28Q: 3 clusters Score -1801494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1801526.000000 Penalty: 4731.806641
	Iteration 29Q: 3 clusters Score -1801526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1801564.250000 Penalty: 4731.806641
	Iteration 30Q: 3 clusters Score -1801564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1801607.500000 Penalty: 4731.806641
	Iteration 31Q: 3 clusters Score -1801608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1801635.125000 Penalty: 4731.806641
	Iteration 32Q: 3 clusters Score -1801635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1801653.125000 Penalty: 4731.806641
	Iteration 33Q: 3 clusters Score -1801653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1801670.625000 Penalty: 4731.806641
	Iteration 34Q: 3 clusters Score -1801671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1801687.250000 Penalty: 4731.806641
	Iteration 35Q: 3 clusters Score -1801687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1801692.625000 Penalty: 4731.806641
	Iteration 36Q: 3 clusters Score -1801693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1801705.500000 Penalty: 4731.806641
	Iteration 37Q: 3 clusters Score -1801706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1801708.750000 Penalty: 4731.806641
	Iteration 38Q: 3 clusters Score -1801709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1801712.875000 Penalty: 4731.806641
	Iteration 39Q: 3 clusters Score -1801713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1801711.625000 Penalty: 4731.806641
	Iteration 40F: 3 clusters Score -1801712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1801716.125000 Penalty: 4731.806641
	Iteration 41Q: 3 clusters Score -1801716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1801717.000000 Penalty: 4731.806641
	Iteration 42Q: 3 clusters Score -1801717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1801716.500000 Penalty: 4731.806641
	Iteration 43Q: 3 clusters Score -1801716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1801717.500000 Penalty: 4731.806641
	Iteration 44Q: 3 clusters Score -1801718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1801717.625000 Penalty: 4731.806641
	Iteration 45Q: 3 clusters Score -1801718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1801716.000000 Penalty: 4731.806641
	Iteration 46Q: 3 clusters Score -1801716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1801718.250000 Penalty: 4731.806641
	Iteration 47Q: 3 clusters Score -1801718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1801722.875000 Penalty: 4731.806641
	Iteration 48Q: 3 clusters Score -1801723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1801719.375000 Penalty: 4731.806641
	Iteration 49Q: 3 clusters Score -1801719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1801719.375000 Penalty: 4731.806641
	Iteration 50F: 3 clusters Score -1801719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Entering Unmasked Estep 
Score: -2274655.250000 Penalty: 2421.570557
	Iteration 0F: 2 clusters Score -2274655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2262166.250000 Penalty: 4843.141113
	Iteration 0F: 3 clusters Score -2262166 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2266291.750000 Penalty: 4843.141113
	Iteration 1F: 3 clusters Score -2266292 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2266818.750000 Penalty: 4843.141113
	Iteration 2F: 3 clusters Score -2266819 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2267402.500000 Penalty: 4843.141113
	Iteration 3F: 3 clusters Score -2267402 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2268243.750000 Penalty: 4843.141113
	Iteration 4F: 3 clusters Score -2268244 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2269433.250000 Penalty: 4843.141113
	Iteration 5F: 3 clusters Score -2269433 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2270869.000000 Penalty: 4843.141113
	Iteration 6F: 3 clusters Score -2270869 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2272241.500000 Penalty: 4843.141113
	Iteration 7F: 3 clusters Score -2272242 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2273134.250000 Penalty: 4843.141113
	Iteration 8F: 3 clusters Score -2273134 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2273570.750000 Penalty: 4843.141113
	Iteration 9Q: 3 clusters Score -2273571 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2273749.500000 Penalty: 4843.141113
	Iteration 10Q: 3 clusters Score -2273750 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2273830.000000 Penalty: 4843.141113
	Iteration 11Q: 3 clusters Score -2273830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2273866.500000 Penalty: 4843.141113
	Iteration 12Q: 3 clusters Score -2273866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2273886.250000 Penalty: 4843.141113
	Iteration 13Q: 3 clusters Score -2273886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2273909.250000 Penalty: 4843.141113
	Iteration 14Q: 3 clusters Score -2273909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2273927.500000 Penalty: 4843.141113
	Iteration 15Q: 3 clusters Score -2273928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2273942.500000 Penalty: 4843.141113
	Iteration 16Q: 3 clusters Score -2273942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2273943.500000 Penalty: 4843.141113
	Iteration 17Q: 3 clusters Score -2273944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2273950.000000 Penalty: 4843.141113
	Iteration 18Q: 3 clusters Score -2273950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2273958.250000 Penalty: 4843.141113
	Iteration 19Q: 3 clusters Score -2273958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2273966.500000 Penalty: 4843.141113
	Iteration 20F: 3 clusters Score -2273966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2273967.000000 Penalty: 4843.141113
	Iteration 21Q: 3 clusters Score -2273967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2273971.000000 Penalty: 4843.141113
	Iteration 22Q: 3 clusters Score -2273971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2273972.750000 Penalty: 4843.141113
	Iteration 23Q: 3 clusters Score -2273973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2273973.750000 Penalty: 4843.141113
	Iteration 24Q: 3 clusters Score -2273974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2273974.500000 Penalty: 4843.141113
	Iteration 25Q: 3 clusters Score -2273974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2273985.000000 Penalty: 4843.141113
	Iteration 26Q: 3 clusters Score -2273985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2273989.000000 Penalty: 4843.141113
	Iteration 27Q: 3 clusters Score -2273989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2273996.750000 Penalty: 4843.141113
	Iteration 28Q: 3 clusters Score -2273997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2273991.250000 Penalty: 4843.141113
	Iteration 29Q: 3 clusters Score -2273991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2273990.000000 Penalty: 4843.141113
	Iteration 30Q: 3 clusters Score -2273990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2273990.500000 Penalty: 4843.141113
	Iteration 31Q: 3 clusters Score -2273990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2273993.750000 Penalty: 4843.141113
	Iteration 32Q: 3 clusters Score -2273994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2273991.500000 Penalty: 4843.141113
	Iteration 33Q: 3 clusters Score -2273992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2273992.500000 Penalty: 4843.141113
	Iteration 34Q: 3 clusters Score -2273992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2273993.750000 Penalty: 4843.141113
	Iteration 35Q: 3 clusters Score -2273994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2273990.750000 Penalty: 4843.141113
	Iteration 36Q: 3 clusters Score -2273991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2273997.000000 Penalty: 4843.141113
	Iteration 37Q: 3 clusters Score -2273997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2273997.000000 Penalty: 4843.141113
	Iteration 38Q: 3 clusters Score -2273997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2273996.750000 Penalty: 4843.141113
	Iteration 39Q: 3 clusters Score -2273997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2273993.750000 Penalty: 4843.141113
	Iteration 40F: 3 clusters Score -2273994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2273993.250000 Penalty: 4843.141113
	Iteration 41Q: 3 clusters Score -2273993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2273990.250000 Penalty: 4843.141113
	Iteration 42Q: 3 clusters Score -2273990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2273994.000000 Penalty: 4843.141113
	Iteration 43Q: 3 clusters Score -2273994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2273994.000000 Penalty: 4843.141113
	Iteration 44F: 3 clusters Score -2273994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Entering Unmasked Estep 
Score: -14032223.000000 Penalty: 2871.432617
	Iteration 0F: 2 clusters Score -1.403222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -13960772.000000 Penalty: 5742.865234
	Iteration 0F: 3 clusters Score -1.396077e+07 nChanged 50577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -13989776.000000 Penalty: 5742.865234
	Iteration 1F: 3 clusters Score -1.398978e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -13990459.000000 Penalty: 5742.865234
	Iteration 2Q: 3 clusters Score -1.399046e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -13991110.000000 Penalty: 5742.865234
	Iteration 3Q: 3 clusters Score -1.399111e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -13991901.000000 Penalty: 5742.865234
	Iteration 4Q: 3 clusters Score -1.39919e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -13992822.000000 Penalty: 5742.865234
	Iteration 5Q: 3 clusters Score -1.399282e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -13993842.000000 Penalty: 5742.865234
	Iteration 6Q: 3 clusters Score -1.399384e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -13995270.000000 Penalty: 5742.865234
	Iteration 7Q: 3 clusters Score -1.399527e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -13997291.000000 Penalty: 5742.865234
	Iteration 8Q: 3 clusters Score -1.399729e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -14000199.000000 Penalty: 5742.865234
	Iteration 9F: 3 clusters Score -1.40002e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -14003929.000000 Penalty: 5742.865234
	Iteration 10F: 3 clusters Score -1.400393e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -14008219.000000 Penalty: 5742.865234
	Iteration 11F: 3 clusters Score -1.400822e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -14012386.000000 Penalty: 5742.865234
	Iteration 12F: 3 clusters Score -1.401239e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -14015587.000000 Penalty: 5742.865234
	Iteration 13Q: 3 clusters Score -1.401559e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -14017820.000000 Penalty: 5742.865234
	Iteration 14Q: 3 clusters Score -1.401782e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -14019369.000000 Penalty: 5742.865234
	Iteration 15Q: 3 clusters Score -1.401937e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -14020536.000000 Penalty: 5742.865234
	Iteration 16Q: 3 clusters Score -1.402054e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -14021674.000000 Penalty: 5742.865234
	Iteration 17Q: 3 clusters Score -1.402167e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -14022731.000000 Penalty: 5742.865234
	Iteration 18Q: 3 clusters Score -1.402273e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -14023742.000000 Penalty: 5742.865234
	Iteration 19Q: 3 clusters Score -1.402374e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -14024719.000000 Penalty: 5742.865234
	Iteration 20F: 3 clusters Score -1.402472e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -14025667.000000 Penalty: 5742.865234
	Iteration 21Q: 3 clusters Score -1.402567e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -14026468.000000 Penalty: 5742.865234
	Iteration 22Q: 3 clusters Score -1.402647e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -14027189.000000 Penalty: 5742.865234
	Iteration 23Q: 3 clusters Score -1.402719e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -14027690.000000 Penalty: 5742.865234
	Iteration 24Q: 3 clusters Score -1.402769e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -14028070.000000 Penalty: 5742.865234
	Iteration 25Q: 3 clusters Score -1.402807e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -14028399.000000 Penalty: 5742.865234
	Iteration 26Q: 3 clusters Score -1.40284e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -14028634.000000 Penalty: 5742.865234
	Iteration 27Q: 3 clusters Score -1.402863e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -14028864.000000 Penalty: 5742.865234
	Iteration 28Q: 3 clusters Score -1.402886e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -14029007.000000 Penalty: 5742.865234
	Iteration 29Q: 3 clusters Score -1.402901e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -14029126.000000 Penalty: 5742.865234
	Iteration 30Q: 3 clusters Score -1.402913e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -14029218.000000 Penalty: 5742.865234
	Iteration 31Q: 3 clusters Score -1.402922e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -14029326.000000 Penalty: 5742.865234
	Iteration 32Q: 3 clusters Score -1.402933e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -14029383.000000 Penalty: 5742.865234
	Iteration 33Q: 3 clusters Score -1.402938e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -14029453.000000 Penalty: 5742.865234
	Iteration 34Q: 3 clusters Score -1.402945e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -14029565.000000 Penalty: 5742.865234
	Iteration 35Q: 3 clusters Score -1.402956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -14029609.000000 Penalty: 5742.865234
	Iteration 36Q: 3 clusters Score -1.402961e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14029646.000000 Penalty: 5742.865234
	Iteration 37Q: 3 clusters Score -1.402965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -14029676.000000 Penalty: 5742.865234
	Iteration 38Q: 3 clusters Score -1.402968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -14029708.000000 Penalty: 5742.865234
	Iteration 39Q: 3 clusters Score -1.402971e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -14029730.000000 Penalty: 5742.865234
	Iteration 40F: 3 clusters Score -1.402973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -14029752.000000 Penalty: 5742.865234
	Iteration 41Q: 3 clusters Score -1.402975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -14029767.000000 Penalty: 5742.865234
	Iteration 42Q: 3 clusters Score -1.402977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -14029771.000000 Penalty: 5742.865234
	Iteration 43Q: 3 clusters Score -1.402977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -14029785.000000 Penalty: 5742.865234
	Iteration 44Q: 3 clusters Score -1.402978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -14029777.000000 Penalty: 5742.865234
	Iteration 45Q: 3 clusters Score -1.402978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -14029797.000000 Penalty: 5742.865234
	Iteration 46Q: 3 clusters Score -1.40298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -14029789.000000 Penalty: 5742.865234
	Iteration 47Q: 3 clusters Score -1.402979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -14029788.000000 Penalty: 5742.865234
	Iteration 48Q: 3 clusters Score -1.402979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -14029796.000000 Penalty: 5742.865234
	Iteration 49Q: 3 clusters Score -1.40298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -14029799.000000 Penalty: 5742.865234
	Iteration 50Q: 3 clusters Score -1.40298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -14029788.000000 Penalty: 5742.865234
	Iteration 51Q: 3 clusters Score -1.402979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -14029792.000000 Penalty: 5742.865234
	Iteration 52Q: 3 clusters Score -1.402979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -14029792.000000 Penalty: 5742.865234
	Iteration 53F: 3 clusters Score -1.402979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100702.210938 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100702.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100951.812500 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -100951.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101025.742188 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101025.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101065.375000 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101065.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101086.203125 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101102.023438 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101110.804688 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101123.687500 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101127.773438 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101136.710938 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101147.382812 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101149.304688 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101157.539062 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101165.226562 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101168.648438 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101169.500000 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101169.500000 Penalty: 3320.502686
	Iteration 16F: 3 clusters Score -101169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Entering Unmasked Estep 
Score: -2091806.000000 Penalty: 2400.399658
	Iteration 0F: 2 clusters Score -2091806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2080334.125000 Penalty: 4800.799316
	Iteration 0F: 3 clusters Score -2080334 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2084022.250000 Penalty: 4800.799316
	Iteration 1F: 3 clusters Score -2084022 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2084591.500000 Penalty: 4800.799316
	Iteration 2F: 3 clusters Score -2084592 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2085140.000000 Penalty: 4800.799316
	Iteration 3F: 3 clusters Score -2085140 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2085611.750000 Penalty: 4800.799316
	Iteration 4F: 3 clusters Score -2085612 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2086048.000000 Penalty: 4800.799316
	Iteration 5Q: 3 clusters Score -2086048 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2086498.375000 Penalty: 4800.799316
	Iteration 6Q: 3 clusters Score -2086498 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2086896.625000 Penalty: 4800.799316
	Iteration 7Q: 3 clusters Score -2086897 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2087249.500000 Penalty: 4800.799316
	Iteration 8Q: 3 clusters Score -2087250 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2087526.375000 Penalty: 4800.799316
	Iteration 9Q: 3 clusters Score -2087526 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2087755.000000 Penalty: 4800.799316
	Iteration 10Q: 3 clusters Score -2087755 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2087935.750000 Penalty: 4800.799316
	Iteration 11Q: 3 clusters Score -2087936 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2088097.875000 Penalty: 4800.799316
	Iteration 12Q: 3 clusters Score -2088098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2088235.500000 Penalty: 4800.799316
	Iteration 13Q: 3 clusters Score -2088236 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2088348.500000 Penalty: 4800.799316
	Iteration 14Q: 3 clusters Score -2088348 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2088461.875000 Penalty: 4800.799316
	Iteration 15Q: 3 clusters Score -2088462 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2088536.625000 Penalty: 4800.799316
	Iteration 16Q: 3 clusters Score -2088537 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2088611.000000 Penalty: 4800.799316
	Iteration 17Q: 3 clusters Score -2088611 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2088675.500000 Penalty: 4800.799316
	Iteration 18Q: 3 clusters Score -2088676 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2088743.875000 Penalty: 4800.799316
	Iteration 19Q: 3 clusters Score -2088744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2088821.500000 Penalty: 4800.799316
	Iteration 20F: 3 clusters Score -2088822 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2088873.750000 Penalty: 4800.799316
	Iteration 21Q: 3 clusters Score -2088874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2088937.250000 Penalty: 4800.799316
	Iteration 22Q: 3 clusters Score -2088937 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2088992.750000 Penalty: 4800.799316
	Iteration 23Q: 3 clusters Score -2088993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2089043.875000 Penalty: 4800.799316
	Iteration 24Q: 3 clusters Score -2089044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2089093.125000 Penalty: 4800.799316
	Iteration 25Q: 3 clusters Score -2089093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2089140.750000 Penalty: 4800.799316
	Iteration 26Q: 3 clusters Score -2089141 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2089188.250000 Penalty: 4800.799316
	Iteration 27Q: 3 clusters Score -2089188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2089242.625000 Penalty: 4800.799316
	Iteration 28Q: 3 clusters Score -2089243 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2089306.750000 Penalty: 4800.799316
	Iteration 29Q: 3 clusters Score -2089307 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2089366.625000 Penalty: 4800.799316
	Iteration 30Q: 3 clusters Score -2089367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2089414.500000 Penalty: 4800.799316
	Iteration 31Q: 3 clusters Score -2089414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2089460.750000 Penalty: 4800.799316
	Iteration 32Q: 3 clusters Score -2089461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2089500.000000 Penalty: 4800.799316
	Iteration 33Q: 3 clusters Score -2089500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2089550.000000 Penalty: 4800.799316
	Iteration 34Q: 3 clusters Score -2089550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2089573.500000 Penalty: 4800.799316
	Iteration 35Q: 3 clusters Score -2089574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2089596.375000 Penalty: 4800.799316
	Iteration 36Q: 3 clusters Score -2089596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2089610.250000 Penalty: 4800.799316
	Iteration 37Q: 3 clusters Score -2089610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2089625.875000 Penalty: 4800.799316
	Iteration 38Q: 3 clusters Score -2089626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2089638.625000 Penalty: 4800.799316
	Iteration 39Q: 3 clusters Score -2089639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2089653.250000 Penalty: 4800.799316
	Iteration 40F: 3 clusters Score -2089653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2089658.000000 Penalty: 4800.799316
	Iteration 41Q: 3 clusters Score -2089658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2089665.625000 Penalty: 4800.799316
	Iteration 42Q: 3 clusters Score -2089666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2089678.250000 Penalty: 4800.799316
	Iteration 43Q: 3 clusters Score -2089678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2089683.750000 Penalty: 4800.799316
	Iteration 44Q: 3 clusters Score -2089684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2089697.250000 Penalty: 4800.799316
	Iteration 45Q: 3 clusters Score -2089697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2089703.625000 Penalty: 4800.799316
	Iteration 46Q: 3 clusters Score -2089704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2089709.875000 Penalty: 4800.799316
	Iteration 47Q: 3 clusters Score -2089710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2089721.250000 Penalty: 4800.799316
	Iteration 48Q: 3 clusters Score -2089721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2089733.125000 Penalty: 4800.799316
	Iteration 49Q: 3 clusters Score -2089733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2089745.125000 Penalty: 4800.799316
	Iteration 50Q: 3 clusters Score -2089745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2089759.625000 Penalty: 4800.799316
	Iteration 51Q: 3 clusters Score -2089760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2089779.250000 Penalty: 4800.799316
	Iteration 52Q: 3 clusters Score -2089779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2089784.250000 Penalty: 4800.799316
	Iteration 53Q: 3 clusters Score -2089784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2089791.125000 Penalty: 4800.799316
	Iteration 54Q: 3 clusters Score -2089791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2089801.375000 Penalty: 4800.799316
	Iteration 55Q: 3 clusters Score -2089801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2089806.875000 Penalty: 4800.799316
	Iteration 56Q: 3 clusters Score -2089807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2089814.500000 Penalty: 4800.799316
	Iteration 57Q: 3 clusters Score -2089814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2089819.750000 Penalty: 4800.799316
	Iteration 58Q: 3 clusters Score -2089820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2089824.375000 Penalty: 4800.799316
	Iteration 59Q: 3 clusters Score -2089824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2089827.000000 Penalty: 4800.799316
	Iteration 60F: 3 clusters Score -2089827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2089833.875000 Penalty: 4800.799316
	Iteration 61Q: 3 clusters Score -2089834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2089841.250000 Penalty: 4800.799316
	Iteration 62Q: 3 clusters Score -2089841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2089847.375000 Penalty: 4800.799316
	Iteration 63Q: 3 clusters Score -2089847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2089852.000000 Penalty: 4800.799316
	Iteration 64Q: 3 clusters Score -2089852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2089857.375000 Penalty: 4800.799316
	Iteration 65Q: 3 clusters Score -2089857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2089860.625000 Penalty: 4800.799316
	Iteration 66Q: 3 clusters Score -2089861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2089864.625000 Penalty: 4800.799316
	Iteration 67Q: 3 clusters Score -2089865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2089867.625000 Penalty: 4800.799316
	Iteration 68Q: 3 clusters Score -2089868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2089870.500000 Penalty: 4800.799316
	Iteration 69Q: 3 clusters Score -2089870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2089870.875000 Penalty: 4800.799316
	Iteration 70Q: 3 clusters Score -2089871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2089875.125000 Penalty: 4800.799316
	Iteration 71Q: 3 clusters Score -2089875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2089876.125000 Penalty: 4800.799316
	Iteration 72Q: 3 clusters Score -2089876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2089881.625000 Penalty: 4800.799316
	Iteration 73Q: 3 clusters Score -2089882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2089883.375000 Penalty: 4800.799316
	Iteration 74Q: 3 clusters Score -2089883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2089885.875000 Penalty: 4800.799316
	Iteration 75Q: 3 clusters Score -2089886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2089886.875000 Penalty: 4800.799316
	Iteration 76Q: 3 clusters Score -2089887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2089887.625000 Penalty: 4800.799316
	Iteration 77Q: 3 clusters Score -2089888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2089890.375000 Penalty: 4800.799316
	Iteration 78Q: 3 clusters Score -2089890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2089893.125000 Penalty: 4800.799316
	Iteration 79Q: 3 clusters Score -2089893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2089895.500000 Penalty: 4800.799316
	Iteration 80F: 3 clusters Score -2089896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2089899.250000 Penalty: 4800.799316
	Iteration 81Q: 3 clusters Score -2089899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2089900.250000 Penalty: 4800.799316
	Iteration 82Q: 3 clusters Score -2089900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2089900.875000 Penalty: 4800.799316
	Iteration 83Q: 3 clusters Score -2089901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2089900.000000 Penalty: 4800.799316
	Iteration 84Q: 3 clusters Score -2089900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2089901.125000 Penalty: 4800.799316
	Iteration 85Q: 3 clusters Score -2089901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2089901.125000 Penalty: 4800.799316
	Iteration 86F: 3 clusters Score -2089901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Entering Unmasked Estep 
Score: -11308871.000000 Penalty: 2811.010498
	Iteration 0F: 2 clusters Score -1.130887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -11253073.000000 Penalty: 5622.020996
	Iteration 0F: 3 clusters Score -1.125307e+07 nChanged 39313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -11275141.000000 Penalty: 5622.020996
	Iteration 1F: 3 clusters Score -1.127514e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -11275797.000000 Penalty: 5622.020996
	Iteration 2Q: 3 clusters Score -1.12758e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 5622.020996
	Iteration 3Q: 3 clusters Score -1.127644e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -11277250.000000 Penalty: 5622.020996
	Iteration 4Q: 3 clusters Score -1.127725e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -11278297.000000 Penalty: 5622.020996
	Iteration 5Q: 3 clusters Score -1.12783e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -11279883.000000 Penalty: 5622.020996
	Iteration 6Q: 3 clusters Score -1.127988e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -11282538.000000 Penalty: 5622.020996
	Iteration 7F: 3 clusters Score -1.128254e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -11286197.000000 Penalty: 5622.020996
	Iteration 8F: 3 clusters Score -1.12862e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -11290886.000000 Penalty: 5622.020996
	Iteration 9F: 3 clusters Score -1.129089e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 5622.020996
	Iteration 10F: 3 clusters Score -1.12955e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -11299304.000000 Penalty: 5622.020996
	Iteration 11Q: 3 clusters Score -1.12993e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -11301616.000000 Penalty: 5622.020996
	Iteration 12Q: 3 clusters Score -1.130162e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -11303047.000000 Penalty: 5622.020996
	Iteration 13Q: 3 clusters Score -1.130305e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -11303986.000000 Penalty: 5622.020996
	Iteration 14Q: 3 clusters Score -1.130399e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -11304571.000000 Penalty: 5622.020996
	Iteration 15Q: 3 clusters Score -1.130457e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -11304993.000000 Penalty: 5622.020996
	Iteration 16Q: 3 clusters Score -1.130499e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11305219.000000 Penalty: 5622.020996
	Iteration 17Q: 3 clusters Score -1.130522e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -11305463.000000 Penalty: 5622.020996
	Iteration 18Q: 3 clusters Score -1.130546e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11305613.000000 Penalty: 5622.020996
	Iteration 19Q: 3 clusters Score -1.130561e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11305727.000000 Penalty: 5622.020996
	Iteration 20F: 3 clusters Score -1.130573e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11305817.000000 Penalty: 5622.020996
	Iteration 21Q: 3 clusters Score -1.130582e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11305929.000000 Penalty: 5622.020996
	Iteration 22Q: 3 clusters Score -1.130593e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -11306029.000000 Penalty: 5622.020996
	Iteration 23Q: 3 clusters Score -1.130603e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11306102.000000 Penalty: 5622.020996
	Iteration 24Q: 3 clusters Score -1.13061e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11306169.000000 Penalty: 5622.020996
	Iteration 25Q: 3 clusters Score -1.130617e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11306199.000000 Penalty: 5622.020996
	Iteration 26Q: 3 clusters Score -1.13062e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11306247.000000 Penalty: 5622.020996
	Iteration 27Q: 3 clusters Score -1.130625e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11306283.000000 Penalty: 5622.020996
	Iteration 28Q: 3 clusters Score -1.130628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11306306.000000 Penalty: 5622.020996
	Iteration 29Q: 3 clusters Score -1.130631e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11306322.000000 Penalty: 5622.020996
	Iteration 30Q: 3 clusters Score -1.130632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11306347.000000 Penalty: 5622.020996
	Iteration 31Q: 3 clusters Score -1.130635e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11306367.000000 Penalty: 5622.020996
	Iteration 32Q: 3 clusters Score -1.130637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11306392.000000 Penalty: 5622.020996
	Iteration 33Q: 3 clusters Score -1.130639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11306395.000000 Penalty: 5622.020996
	Iteration 34Q: 3 clusters Score -1.13064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11306412.000000 Penalty: 5622.020996
	Iteration 35Q: 3 clusters Score -1.130641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11306429.000000 Penalty: 5622.020996
	Iteration 36Q: 3 clusters Score -1.130643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11306438.000000 Penalty: 5622.020996
	Iteration 37Q: 3 clusters Score -1.130644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11306443.000000 Penalty: 5622.020996
	Iteration 38Q: 3 clusters Score -1.130644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11306443.000000 Penalty: 5622.020996
	Iteration 39Q: 3 clusters Score -1.130644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11306454.000000 Penalty: 5622.020996
	Iteration 40F: 3 clusters Score -1.130645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11306454.000000 Penalty: 5622.020996
	Iteration 41Q: 3 clusters Score -1.130645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11306471.000000 Penalty: 5622.020996
	Iteration 42Q: 3 clusters Score -1.130647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11306466.000000 Penalty: 5622.020996
	Iteration 43Q: 3 clusters Score -1.130647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11306471.000000 Penalty: 5622.020996
	Iteration 44Q: 3 clusters Score -1.130647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11306484.000000 Penalty: 5622.020996
	Iteration 45Q: 3 clusters Score -1.130648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11306484.000000 Penalty: 5622.020996
	Iteration 46Q: 3 clusters Score -1.130648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11306489.000000 Penalty: 5622.020996
	Iteration 47Q: 3 clusters Score -1.130649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11306490.000000 Penalty: 5622.020996
	Iteration 48Q: 3 clusters Score -1.130649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11306492.000000 Penalty: 5622.020996
	Iteration 49Q: 3 clusters Score -1.130649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11306494.000000 Penalty: 5622.020996
	Iteration 50Q: 3 clusters Score -1.130649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11306501.000000 Penalty: 5622.020996
	Iteration 51Q: 3 clusters Score -1.13065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11306499.000000 Penalty: 5622.020996
	Iteration 52Q: 3 clusters Score -1.13065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11306501.000000 Penalty: 5622.020996
	Iteration 53Q: 3 clusters Score -1.13065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11306504.000000 Penalty: 5622.020996
	Iteration 54Q: 3 clusters Score -1.13065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11306503.000000 Penalty: 5622.020996
	Iteration 55Q: 3 clusters Score -1.13065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11306506.000000 Penalty: 5622.020996
	Iteration 56Q: 3 clusters Score -1.130651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11306507.000000 Penalty: 5622.020996
	Iteration 57Q: 3 clusters Score -1.130651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11306505.000000 Penalty: 5622.020996
	Iteration 58Q: 3 clusters Score -1.13065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11306501.000000 Penalty: 5622.020996
	Iteration 59Q: 3 clusters Score -1.13065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11306507.000000 Penalty: 5622.020996
	Iteration 60F: 3 clusters Score -1.130651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -693246.562500 Penalty: 2124.174805
	Iteration 0F: 2 clusters Score -693246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -688516.312500 Penalty: 4248.349609
	Iteration 0F: 3 clusters Score -688516.3 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -689650.625000 Penalty: 4248.349609
	Iteration 1F: 3 clusters Score -689650.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -689890.375000 Penalty: 4248.349609
	Iteration 2F: 3 clusters Score -689890.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -690075.687500 Penalty: 4248.349609
	Iteration 3F: 3 clusters Score -690075.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -690263.375000 Penalty: 4248.349609
	Iteration 4Q: 3 clusters Score -690263.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -690430.562500 Penalty: 4248.349609
	Iteration 5Q: 3 clusters Score -690430.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -690552.562500 Penalty: 4248.349609
	Iteration 6Q: 3 clusters Score -690552.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -690639.437500 Penalty: 4248.349609
	Iteration 7Q: 3 clusters Score -690639.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -690711.375000 Penalty: 4248.349609
	Iteration 8Q: 3 clusters Score -690711.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -690771.625000 Penalty: 4248.349609
	Iteration 9Q: 3 clusters Score -690771.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -690817.500000 Penalty: 4248.349609
	Iteration 10Q: 3 clusters Score -690817.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -690855.437500 Penalty: 4248.349609
	Iteration 11Q: 3 clusters Score -690855.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -690889.562500 Penalty: 4248.349609
	Iteration 12Q: 3 clusters Score -690889.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -690913.562500 Penalty: 4248.349609
	Iteration 13Q: 3 clusters Score -690913.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -690937.625000 Penalty: 4248.349609
	Iteration 14Q: 3 clusters Score -690937.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -690954.812500 Penalty: 4248.349609
	Iteration 15Q: 3 clusters Score -690954.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -690976.750000 Penalty: 4248.349609
	Iteration 16Q: 3 clusters Score -690976.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -690988.562500 Penalty: 4248.349609
	Iteration 17Q: 3 clusters Score -690988.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -690998.875000 Penalty: 4248.349609
	Iteration 18Q: 3 clusters Score -690998.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -691014.000000 Penalty: 4248.349609
	Iteration 19Q: 3 clusters Score -691014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -691026.312500 Penalty: 4248.349609
	Iteration 20F: 3 clusters Score -691026.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -691042.687500 Penalty: 4248.349609
	Iteration 21Q: 3 clusters Score -691042.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -691060.437500 Penalty: 4248.349609
	Iteration 22Q: 3 clusters Score -691060.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -691076.125000 Penalty: 4248.349609
	Iteration 23Q: 3 clusters Score -691076.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -691090.375000 Penalty: 4248.349609
	Iteration 24Q: 3 clusters Score -691090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -691104.187500 Penalty: 4248.349609
	Iteration 25Q: 3 clusters Score -691104.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -691120.000000 Penalty: 4248.349609
	Iteration 26Q: 3 clusters Score -691120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -691130.875000 Penalty: 4248.349609
	Iteration 27Q: 3 clusters Score -691130.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -691141.937500 Penalty: 4248.349609
	Iteration 28Q: 3 clusters Score -691141.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -691151.687500 Penalty: 4248.349609
	Iteration 29Q: 3 clusters Score -691151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -691158.312500 Penalty: 4248.349609
	Iteration 30Q: 3 clusters Score -691158.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -691165.750000 Penalty: 4248.349609
	Iteration 31Q: 3 clusters Score -691165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -691173.250000 Penalty: 4248.349609
	Iteration 32Q: 3 clusters Score -691173.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -691185.437500 Penalty: 4248.349609
	Iteration 33Q: 3 clusters Score -691185.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -691195.312500 Penalty: 4248.349609
	Iteration 34Q: 3 clusters Score -691195.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -691202.437500 Penalty: 4248.349609
	Iteration 35Q: 3 clusters Score -691202.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -691209.062500 Penalty: 4248.349609
	Iteration 36Q: 3 clusters Score -691209.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -691217.000000 Penalty: 4248.349609
	Iteration 37Q: 3 clusters Score -691217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -691226.562500 Penalty: 4248.349609
	Iteration 38Q: 3 clusters Score -691226.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -691238.125000 Penalty: 4248.349609
	Iteration 39Q: 3 clusters Score -691238.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -691253.000000 Penalty: 4248.349609
	Iteration 40F: 3 clusters Score -691253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -691281.375000 Penalty: 4248.349609
	Iteration 41Q: 3 clusters Score -691281.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -691313.000000 Penalty: 4248.349609
	Iteration 42Q: 3 clusters Score -691313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -691345.687500 Penalty: 4248.349609
	Iteration 43Q: 3 clusters Score -691345.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -691375.312500 Penalty: 4248.349609
	Iteration 44Q: 3 clusters Score -691375.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -691400.000000 Penalty: 4248.349609
	Iteration 45Q: 3 clusters Score -691400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -691423.062500 Penalty: 4248.349609
	Iteration 46Q: 3 clusters Score -691423.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -691449.062500 Penalty: 4248.349609
	Iteration 47Q: 3 clusters Score -691449.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -691470.125000 Penalty: 4248.349609
	Iteration 48Q: 3 clusters Score -691470.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -691486.125000 Penalty: 4248.349609
	Iteration 49Q: 3 clusters Score -691486.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -691504.875000 Penalty: 4248.349609
	Iteration 50Q: 3 clusters Score -691504.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -691520.750000 Penalty: 4248.349609
	Iteration 51Q: 3 clusters Score -691520.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -691540.812500 Penalty: 4248.349609
	Iteration 52Q: 3 clusters Score -691540.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -691555.812500 Penalty: 4248.349609
	Iteration 53Q: 3 clusters Score -691555.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -691577.000000 Penalty: 4248.349609
	Iteration 54Q: 3 clusters Score -691577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -691599.687500 Penalty: 4248.349609
	Iteration 55Q: 3 clusters Score -691599.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -691617.562500 Penalty: 4248.349609
	Iteration 56Q: 3 clusters Score -691617.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -691643.500000 Penalty: 4248.349609
	Iteration 57Q: 3 clusters Score -691643.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -691668.062500 Penalty: 4248.349609
	Iteration 58Q: 3 clusters Score -691668.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -691699.687500 Penalty: 4248.349609
	Iteration 59Q: 3 clusters Score -691699.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -691726.125000 Penalty: 4248.349609
	Iteration 60F: 3 clusters Score -691726.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -691750.500000 Penalty: 4248.349609
	Iteration 61Q: 3 clusters Score -691750.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -691779.062500 Penalty: 4248.349609
	Iteration 62Q: 3 clusters Score -691779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -691802.562500 Penalty: 4248.349609
	Iteration 63Q: 3 clusters Score -691802.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -691818.937500 Penalty: 4248.349609
	Iteration 64Q: 3 clusters Score -691818.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -691846.250000 Penalty: 4248.349609
	Iteration 65Q: 3 clusters Score -691846.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -691882.125000 Penalty: 4248.349609
	Iteration 66Q: 3 clusters Score -691882.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -691918.937500 Penalty: 4248.349609
	Iteration 67Q: 3 clusters Score -691918.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -691959.062500 Penalty: 4248.349609
	Iteration 68Q: 3 clusters Score -691959.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -691990.687500 Penalty: 4248.349609
	Iteration 69Q: 3 clusters Score -691990.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -692009.187500 Penalty: 4248.349609
	Iteration 70Q: 3 clusters Score -692009.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -692029.812500 Penalty: 4248.349609
	Iteration 71Q: 3 clusters Score -692029.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -692041.687500 Penalty: 4248.349609
	Iteration 72Q: 3 clusters Score -692041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -692045.062500 Penalty: 4248.349609
	Iteration 73Q: 3 clusters Score -692045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -692051.500000 Penalty: 4248.349609
	Iteration 74Q: 3 clusters Score -692051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -692054.000000 Penalty: 4248.349609
	Iteration 75Q: 3 clusters Score -692054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -692057.375000 Penalty: 4248.349609
	Iteration 76Q: 3 clusters Score -692057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -692062.687500 Penalty: 4248.349609
	Iteration 77Q: 3 clusters Score -692062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -692063.250000 Penalty: 4248.349609
	Iteration 78Q: 3 clusters Score -692063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -692064.250000 Penalty: 4248.349609
	Iteration 79Q: 3 clusters Score -692064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -692066.687500 Penalty: 4248.349609
	Iteration 80F: 3 clusters Score -692066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -692073.250000 Penalty: 4248.349609
	Iteration 81Q: 3 clusters Score -692073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -692074.625000 Penalty: 4248.349609
	Iteration 82Q: 3 clusters Score -692074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -692075.500000 Penalty: 4248.349609
	Iteration 83Q: 3 clusters Score -692075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -692077.000000 Penalty: 4248.349609
	Iteration 84Q: 3 clusters Score -692077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -692077.875000 Penalty: 4248.349609
	Iteration 85Q: 3 clusters Score -692077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -692077.875000 Penalty: 4248.349609
	Iteration 86F: 3 clusters Score -692077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Entering Unmasked Estep 
Score: -1820469.375000 Penalty: 2366.970947
	Iteration 0F: 2 clusters Score -1820469 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 6923 members 
Entering Unmasked Estep 
Score: -1810229.125000 Penalty: 4733.941895
	Iteration 0F: 3 clusters Score -1810229 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1813731.875000 Penalty: 4733.941895
	Iteration 1F: 3 clusters Score -1813732 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1814434.125000 Penalty: 4733.941895
	Iteration 2F: 3 clusters Score -1814434 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1814954.250000 Penalty: 4733.941895
	Iteration 3F: 3 clusters Score -1814954 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1815360.375000 Penalty: 4733.941895
	Iteration 4F: 3 clusters Score -1815360 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1815728.625000 Penalty: 4733.941895
	Iteration 5Q: 3 clusters Score -1815729 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1816122.375000 Penalty: 4733.941895
	Iteration 6Q: 3 clusters Score -1816122 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1816582.750000 Penalty: 4733.941895
	Iteration 7Q: 3 clusters Score -1816583 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1817143.875000 Penalty: 4733.941895
	Iteration 8F: 3 clusters Score -1817144 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1817647.000000 Penalty: 4733.941895
	Iteration 9F: 3 clusters Score -1817647 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1818111.500000 Penalty: 4733.941895
	Iteration 10Q: 3 clusters Score -1818112 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1818548.875000 Penalty: 4733.941895
	Iteration 11Q: 3 clusters Score -1818549 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1818883.000000 Penalty: 4733.941895
	Iteration 12Q: 3 clusters Score -1818883 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1819111.500000 Penalty: 4733.941895
	Iteration 13Q: 3 clusters Score -1819112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1819275.000000 Penalty: 4733.941895
	Iteration 14Q: 3 clusters Score -1819275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1819349.875000 Penalty: 4733.941895
	Iteration 15Q: 3 clusters Score -1819350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1819397.375000 Penalty: 4733.941895
	Iteration 16Q: 3 clusters Score -1819397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1819445.375000 Penalty: 4733.941895
	Iteration 17Q: 3 clusters Score -1819445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1819488.625000 Penalty: 4733.941895
	Iteration 18Q: 3 clusters Score -1819489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1819511.375000 Penalty: 4733.941895
	Iteration 19Q: 3 clusters Score -1819511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1819526.250000 Penalty: 4733.941895
	Iteration 20F: 3 clusters Score -1819526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1819535.125000 Penalty: 4733.941895
	Iteration 21Q: 3 clusters Score -1819535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1819539.625000 Penalty: 4733.941895
	Iteration 22Q: 3 clusters Score -1819540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1819538.750000 Penalty: 4733.941895
	Iteration 23Q: 3 clusters Score -1819539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1819543.500000 Penalty: 4733.941895
	Iteration 24Q: 3 clusters Score -1819544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1819550.250000 Penalty: 4733.941895
	Iteration 25Q: 3 clusters Score -1819550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1819556.750000 Penalty: 4733.941895
	Iteration 26Q: 3 clusters Score -1819557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1819562.375000 Penalty: 4733.941895
	Iteration 27Q: 3 clusters Score -1819562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1819569.625000 Penalty: 4733.941895
	Iteration 28Q: 3 clusters Score -1819570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1819569.375000 Penalty: 4733.941895
	Iteration 29Q: 3 clusters Score -1819569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1819572.500000 Penalty: 4733.941895
	Iteration 30Q: 3 clusters Score -1819572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1819575.750000 Penalty: 4733.941895
	Iteration 31Q: 3 clusters Score -1819576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1819576.000000 Penalty: 4733.941895
	Iteration 32Q: 3 clusters Score -1819576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1819574.125000 Penalty: 4733.941895
	Iteration 33Q: 3 clusters Score -1819574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1819574.125000 Penalty: 4733.941895
	Iteration 34F: 3 clusters Score -1819574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -544978.312500 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -544978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -541081.187500 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -541081.2 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -541902.625000 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -541902.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -542096.812500 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -542096.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -542204.187500 Penalty: 4114.839355
	Iteration 3Q: 3 clusters Score -542204.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -542264.812500 Penalty: 4114.839355
	Iteration 4Q: 3 clusters Score -542264.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -542297.562500 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -542297.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -542319.000000 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -542319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -542339.687500 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -542339.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -542355.562500 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -542355.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -542373.187500 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -542373.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -542389.750000 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -542389.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -542401.812500 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -542401.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -542415.625000 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -542415.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -542427.562500 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -542427.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -542434.062500 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -542434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -542442.812500 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -542442.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -542450.750000 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -542450.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -542457.812500 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -542457.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -542461.125000 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -542461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -542465.687500 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -542465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -542469.812500 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -542469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -542471.562500 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -542471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -542473.375000 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -542473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -542476.062500 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -542476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -542478.687500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -542478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -542479.062500 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -542479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -542479.937500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -542479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -542480.937500 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -542480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -542481.187500 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -542481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -542481.187500 Penalty: 4114.839355
	Iteration 29F: 3 clusters Score -542481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49829.414062 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49829.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49975.878906 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49975.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50018.839844 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -50018.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50045.113281 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50045.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50059.910156 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50059.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50060.753906 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50060.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50073.007812 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -50073.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50079.210938 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -50079.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50082.722656 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -50082.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50082.722656 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -50082.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -1199772.875000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -1199773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1192753.500000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -1192754 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1194809.875000 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -1194810 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1195150.000000 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -1195150 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1195497.500000 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -1195498 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1195920.375000 Penalty: 4519.037109
	Iteration 4F: 3 clusters Score -1195920 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1196331.625000 Penalty: 4519.037109
	Iteration 5F: 3 clusters Score -1196332 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1196752.250000 Penalty: 4519.037109
	Iteration 6F: 3 clusters Score -1196752 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1197114.500000 Penalty: 4519.037109
	Iteration 7F: 3 clusters Score -1197114 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1197372.250000 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -1197372 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1197525.250000 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -1197525 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1197610.250000 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -1197610 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1197660.625000 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -1197661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1197685.750000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -1197686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1197705.500000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -1197706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1197716.500000 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -1197716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1197724.875000 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -1197725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1197725.375000 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -1197725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1197730.000000 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -1197730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1197732.625000 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -1197733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1197731.625000 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -1197732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197733.875000 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -1197734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197733.000000 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -1197733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197734.125000 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -1197734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197733.500000 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -1197734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1197735.500000 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -1197736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1197735.375000 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -1197735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197736.000000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -1197736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1197736.000000 Penalty: 4519.037109
	Iteration 27F: 3 clusters Score -1197736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -888333.625000 Penalty: 2200.133301
	Iteration 0F: 2 clusters Score -888333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -882523.687500 Penalty: 4400.266602
	Iteration 0F: 3 clusters Score -882523.7 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -884246.375000 Penalty: 4400.266602
	Iteration 1F: 3 clusters Score -884246.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -884610.437500 Penalty: 4400.266602
	Iteration 2F: 3 clusters Score -884610.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -884901.437500 Penalty: 4400.266602
	Iteration 3F: 3 clusters Score -884901.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -885187.125000 Penalty: 4400.266602
	Iteration 4F: 3 clusters Score -885187.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -885417.812500 Penalty: 4400.266602
	Iteration 5Q: 3 clusters Score -885417.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -885587.125000 Penalty: 4400.266602
	Iteration 6Q: 3 clusters Score -885587.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -885724.312500 Penalty: 4400.266602
	Iteration 7Q: 3 clusters Score -885724.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -885834.437500 Penalty: 4400.266602
	Iteration 8Q: 3 clusters Score -885834.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -885950.562500 Penalty: 4400.266602
	Iteration 9Q: 3 clusters Score -885950.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -886057.000000 Penalty: 4400.266602
	Iteration 10Q: 3 clusters Score -886057 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -886128.625000 Penalty: 4400.266602
	Iteration 11Q: 3 clusters Score -886128.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -886186.125000 Penalty: 4400.266602
	Iteration 12Q: 3 clusters Score -886186.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -886240.562500 Penalty: 4400.266602
	Iteration 13Q: 3 clusters Score -886240.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -886293.937500 Penalty: 4400.266602
	Iteration 14Q: 3 clusters Score -886293.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -886341.312500 Penalty: 4400.266602
	Iteration 15Q: 3 clusters Score -886341.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -886380.187500 Penalty: 4400.266602
	Iteration 16Q: 3 clusters Score -886380.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -886409.875000 Penalty: 4400.266602
	Iteration 17Q: 3 clusters Score -886409.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -886431.000000 Penalty: 4400.266602
	Iteration 18Q: 3 clusters Score -886431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -886454.937500 Penalty: 4400.266602
	Iteration 19Q: 3 clusters Score -886454.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -886482.375000 Penalty: 4400.266602
	Iteration 20F: 3 clusters Score -886482.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -886506.937500 Penalty: 4400.266602
	Iteration 21Q: 3 clusters Score -886506.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -886524.750000 Penalty: 4400.266602
	Iteration 22Q: 3 clusters Score -886524.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -886555.125000 Penalty: 4400.266602
	Iteration 23Q: 3 clusters Score -886555.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -886587.250000 Penalty: 4400.266602
	Iteration 24Q: 3 clusters Score -886587.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -886611.187500 Penalty: 4400.266602
	Iteration 25Q: 3 clusters Score -886611.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -886633.187500 Penalty: 4400.266602
	Iteration 26Q: 3 clusters Score -886633.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -886655.312500 Penalty: 4400.266602
	Iteration 27Q: 3 clusters Score -886655.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -886676.750000 Penalty: 4400.266602
	Iteration 28Q: 3 clusters Score -886676.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -886702.125000 Penalty: 4400.266602
	Iteration 29Q: 3 clusters Score -886702.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -886723.812500 Penalty: 4400.266602
	Iteration 30Q: 3 clusters Score -886723.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -886739.812500 Penalty: 4400.266602
	Iteration 31Q: 3 clusters Score -886739.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -886749.000000 Penalty: 4400.266602
	Iteration 32Q: 3 clusters Score -886749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -886763.125000 Penalty: 4400.266602
	Iteration 33Q: 3 clusters Score -886763.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -886774.312500 Penalty: 4400.266602
	Iteration 34Q: 3 clusters Score -886774.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -886786.937500 Penalty: 4400.266602
	Iteration 35Q: 3 clusters Score -886786.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -886798.625000 Penalty: 4400.266602
	Iteration 36Q: 3 clusters Score -886798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -886806.750000 Penalty: 4400.266602
	Iteration 37Q: 3 clusters Score -886806.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -886812.625000 Penalty: 4400.266602
	Iteration 38Q: 3 clusters Score -886812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -886820.062500 Penalty: 4400.266602
	Iteration 39Q: 3 clusters Score -886820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -886821.937500 Penalty: 4400.266602
	Iteration 40F: 3 clusters Score -886821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -886822.250000 Penalty: 4400.266602
	Iteration 41Q: 3 clusters Score -886822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -886824.687500 Penalty: 4400.266602
	Iteration 42Q: 3 clusters Score -886824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -886823.625000 Penalty: 4400.266602
	Iteration 43Q: 3 clusters Score -886823.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -886826.500000 Penalty: 4400.266602
	Iteration 44Q: 3 clusters Score -886826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -886828.375000 Penalty: 4400.266602
	Iteration 45Q: 3 clusters Score -886828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -886828.375000 Penalty: 4400.266602
	Iteration 46Q: 3 clusters Score -886828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -886830.312500 Penalty: 4400.266602
	Iteration 47Q: 3 clusters Score -886830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -886831.500000 Penalty: 4400.266602
	Iteration 48Q: 3 clusters Score -886831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -886833.250000 Penalty: 4400.266602
	Iteration 49Q: 3 clusters Score -886833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -886833.375000 Penalty: 4400.266602
	Iteration 50Q: 3 clusters Score -886833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -886833.000000 Penalty: 4400.266602
	Iteration 51Q: 3 clusters Score -886833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -886834.500000 Penalty: 4400.266602
	Iteration 52Q: 3 clusters Score -886834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -886834.437500 Penalty: 4400.266602
	Iteration 53Q: 3 clusters Score -886834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -886835.375000 Penalty: 4400.266602
	Iteration 54Q: 3 clusters Score -886835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -886834.562500 Penalty: 4400.266602
	Iteration 55Q: 3 clusters Score -886834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -886834.562500 Penalty: 4400.266602
	Iteration 56F: 3 clusters Score -886834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Entering Unmasked Estep 
Score: -5469671.000000 Penalty: 2629.898438
	Iteration 0F: 2 clusters Score -5469671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5442386.000000 Penalty: 5259.796875
	Iteration 0F: 3 clusters Score -5442386 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5452440.500000 Penalty: 5259.796875
	Iteration 1F: 3 clusters Score -5452440 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5452913.000000 Penalty: 5259.796875
	Iteration 2Q: 3 clusters Score -5452913 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -5453279.500000 Penalty: 5259.796875
	Iteration 3Q: 3 clusters Score -5453280 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -5453534.000000 Penalty: 5259.796875
	Iteration 4Q: 3 clusters Score -5453534 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5453859.500000 Penalty: 5259.796875
	Iteration 5Q: 3 clusters Score -5453860 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5454227.500000 Penalty: 5259.796875
	Iteration 6Q: 3 clusters Score -5454228 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5454703.000000 Penalty: 5259.796875
	Iteration 7Q: 3 clusters Score -5454703 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -5455339.000000 Penalty: 5259.796875
	Iteration 8Q: 3 clusters Score -5455339 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5456243.000000 Penalty: 5259.796875
	Iteration 9Q: 3 clusters Score -5456243 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5457650.500000 Penalty: 5259.796875
	Iteration 10F: 3 clusters Score -5457650 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -5459449.500000 Penalty: 5259.796875
	Iteration 11F: 3 clusters Score -5459450 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -5461672.500000 Penalty: 5259.796875
	Iteration 12F: 3 clusters Score -5461672 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5463871.000000 Penalty: 5259.796875
	Iteration 13F: 3 clusters Score -5463871 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5465491.500000 Penalty: 5259.796875
	Iteration 14Q: 3 clusters Score -5465492 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5466415.000000 Penalty: 5259.796875
	Iteration 15Q: 3 clusters Score -5466415 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5466904.000000 Penalty: 5259.796875
	Iteration 16Q: 3 clusters Score -5466904 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5467142.000000 Penalty: 5259.796875
	Iteration 17Q: 3 clusters Score -5467142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5467264.000000 Penalty: 5259.796875
	Iteration 18Q: 3 clusters Score -5467264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5467301.000000 Penalty: 5259.796875
	Iteration 19Q: 3 clusters Score -5467301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5467327.000000 Penalty: 5259.796875
	Iteration 20F: 3 clusters Score -5467327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5467342.000000 Penalty: 5259.796875
	Iteration 21Q: 3 clusters Score -5467342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -5467350.000000 Penalty: 5259.796875
	Iteration 22Q: 3 clusters Score -5467350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5467353.500000 Penalty: 5259.796875
	Iteration 23Q: 3 clusters Score -5467354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5467365.000000 Penalty: 5259.796875
	Iteration 24Q: 3 clusters Score -5467365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5467364.000000 Penalty: 5259.796875
	Iteration 25Q: 3 clusters Score -5467364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5467367.000000 Penalty: 5259.796875
	Iteration 26Q: 3 clusters Score -5467367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5467369.000000 Penalty: 5259.796875
	Iteration 27Q: 3 clusters Score -5467369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5467370.000000 Penalty: 5259.796875
	Iteration 28Q: 3 clusters Score -5467370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5467376.000000 Penalty: 5259.796875
	Iteration 29Q: 3 clusters Score -5467376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5467373.000000 Penalty: 5259.796875
	Iteration 30Q: 3 clusters Score -5467373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5467373.000000 Penalty: 5259.796875
	Iteration 31F: 3 clusters Score -5467373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Entering Unmasked Estep 
Score: -21960938.000000 Penalty: 2978.950928
	Iteration 0F: 2 clusters Score -2.196094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -21856268.000000 Penalty: 5957.901855
	Iteration 0F: 3 clusters Score -2.185627e+07 nChanged 78900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -21902284.000000 Penalty: 5957.901855
	Iteration 1F: 3 clusters Score -2.190228e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -21903240.000000 Penalty: 5957.901855
	Iteration 2Q: 3 clusters Score -2.190324e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -21903960.000000 Penalty: 5957.901855
	Iteration 3Q: 3 clusters Score -2.190396e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -21905114.000000 Penalty: 5957.901855
	Iteration 4Q: 3 clusters Score -2.190511e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -21906394.000000 Penalty: 5957.901855
	Iteration 5Q: 3 clusters Score -2.190639e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -21908256.000000 Penalty: 5957.901855
	Iteration 6Q: 3 clusters Score -2.190826e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -21911026.000000 Penalty: 5957.901855
	Iteration 7Q: 3 clusters Score -2.191103e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -21915302.000000 Penalty: 5957.901855
	Iteration 8F: 3 clusters Score -2.19153e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -21922074.000000 Penalty: 5957.901855
	Iteration 9F: 3 clusters Score -2.192207e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -21930378.000000 Penalty: 5957.901855
	Iteration 10F: 3 clusters Score -2.193038e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -21938740.000000 Penalty: 5957.901855
	Iteration 11F: 3 clusters Score -2.193874e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -21944284.000000 Penalty: 5957.901855
	Iteration 12Q: 3 clusters Score -2.194428e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -21947198.000000 Penalty: 5957.901855
	Iteration 13Q: 3 clusters Score -2.19472e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 138403 members 
Entering Unmasked Estep 
Score: -21948960.000000 Penalty: 5957.901855
	Iteration 14Q: 3 clusters Score -2.194896e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -21950140.000000 Penalty: 5957.901855
	Iteration 15Q: 3 clusters Score -2.195014e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -21951296.000000 Penalty: 5957.901855
	Iteration 16Q: 3 clusters Score -2.19513e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -21952590.000000 Penalty: 5957.901855
	Iteration 17Q: 3 clusters Score -2.195259e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -21953466.000000 Penalty: 5957.901855
	Iteration 18Q: 3 clusters Score -2.195347e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 151801 members 
Entering Unmasked Estep 
Score: -21954354.000000 Penalty: 5957.901855
	Iteration 19Q: 3 clusters Score -2.195435e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -21955278.000000 Penalty: 5957.901855
	Iteration 20F: 3 clusters Score -2.195528e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -21955948.000000 Penalty: 5957.901855
	Iteration 21Q: 3 clusters Score -2.195595e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 156616 members 
Entering Unmasked Estep 
Score: -21956458.000000 Penalty: 5957.901855
	Iteration 22Q: 3 clusters Score -2.195646e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -21956848.000000 Penalty: 5957.901855
	Iteration 23Q: 3 clusters Score -2.195685e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -21957316.000000 Penalty: 5957.901855
	Iteration 24Q: 3 clusters Score -2.195732e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -21957566.000000 Penalty: 5957.901855
	Iteration 25Q: 3 clusters Score -2.195757e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -21957824.000000 Penalty: 5957.901855
	Iteration 26Q: 3 clusters Score -2.195782e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -21957930.000000 Penalty: 5957.901855
	Iteration 27Q: 3 clusters Score -2.195793e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -21958042.000000 Penalty: 5957.901855
	Iteration 28Q: 3 clusters Score -2.195804e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -21958162.000000 Penalty: 5957.901855
	Iteration 29Q: 3 clusters Score -2.195816e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -21958270.000000 Penalty: 5957.901855
	Iteration 30Q: 3 clusters Score -2.195827e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -21958342.000000 Penalty: 5957.901855
	Iteration 31Q: 3 clusters Score -2.195834e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -21958402.000000 Penalty: 5957.901855
	Iteration 32Q: 3 clusters Score -2.19584e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -21958462.000000 Penalty: 5957.901855
	Iteration 33Q: 3 clusters Score -2.195846e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -21958488.000000 Penalty: 5957.901855
	Iteration 34Q: 3 clusters Score -2.195849e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 162540 members 
Entering Unmasked Estep 
Score: -21958500.000000 Penalty: 5957.901855
	Iteration 35Q: 3 clusters Score -2.19585e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 162635 members 
Entering Unmasked Estep 
Score: -21958544.000000 Penalty: 5957.901855
	Iteration 36Q: 3 clusters Score -2.195854e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 162709 members 
Entering Unmasked Estep 
Score: -21958548.000000 Penalty: 5957.901855
	Iteration 37Q: 3 clusters Score -2.195855e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -21958568.000000 Penalty: 5957.901855
	Iteration 38Q: 3 clusters Score -2.195857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -21958572.000000 Penalty: 5957.901855
	Iteration 39Q: 3 clusters Score -2.195857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -21958578.000000 Penalty: 5957.901855
	Iteration 40F: 3 clusters Score -2.195858e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -21958600.000000 Penalty: 5957.901855
	Iteration 41Q: 3 clusters Score -2.19586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -21958600.000000 Penalty: 5957.901855
	Iteration 42Q: 3 clusters Score -2.19586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 162961 members 
Entering Unmasked Estep 
Score: -21958602.000000 Penalty: 5957.901855
	Iteration 43Q: 3 clusters Score -2.19586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -21958598.000000 Penalty: 5957.901855
	Iteration 44Q: 3 clusters Score -2.19586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -21958610.000000 Penalty: 5957.901855
	Iteration 45Q: 3 clusters Score -2.195861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -21958640.000000 Penalty: 5957.901855
	Iteration 46Q: 3 clusters Score -2.195864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 163093 members 
Entering Unmasked Estep 
Score: -21958626.000000 Penalty: 5957.901855
	Iteration 47Q: 3 clusters Score -2.195863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -21958622.000000 Penalty: 5957.901855
	Iteration 48Q: 3 clusters Score -2.195862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -21958620.000000 Penalty: 5957.901855
	Iteration 49Q: 3 clusters Score -2.195862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -21958620.000000 Penalty: 5957.901855
	Iteration 50Q: 3 clusters Score -2.195862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -21958620.000000 Penalty: 5957.901855
	Iteration 51Q: 3 clusters Score -2.195862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -21958636.000000 Penalty: 5957.901855
	Iteration 52Q: 3 clusters Score -2.195864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -21958630.000000 Penalty: 5957.901855
	Iteration 53Q: 3 clusters Score -2.195863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -21958642.000000 Penalty: 5957.901855
	Iteration 54Q: 3 clusters Score -2.195864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -21958650.000000 Penalty: 5957.901855
	Iteration 55Q: 3 clusters Score -2.195865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -21958628.000000 Penalty: 5957.901855
	Iteration 56Q: 3 clusters Score -2.195863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 163228 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 5957.901855
	Iteration 57Q: 3 clusters Score -2.195866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 163241 members 
Entering Unmasked Estep 
Score: -21958634.000000 Penalty: 5957.901855
	Iteration 58Q: 3 clusters Score -2.195863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -21958626.000000 Penalty: 5957.901855
	Iteration 59Q: 3 clusters Score -2.195863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -21958600.000000 Penalty: 5957.901855
	Iteration 60F: 3 clusters Score -2.19586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -21958610.000000 Penalty: 5957.901855
	Iteration 61Q: 3 clusters Score -2.195861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -21958608.000000 Penalty: 5957.901855
	Iteration 62Q: 3 clusters Score -2.195861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -21958638.000000 Penalty: 5957.901855
	Iteration 63Q: 3 clusters Score -2.195864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -21958634.000000 Penalty: 5957.901855
	Iteration 64Q: 3 clusters Score -2.195863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -21958646.000000 Penalty: 5957.901855
	Iteration 65Q: 3 clusters Score -2.195865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -21958644.000000 Penalty: 5957.901855
	Iteration 66Q: 3 clusters Score -2.195864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -21958652.000000 Penalty: 5957.901855
	Iteration 67Q: 3 clusters Score -2.195865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -21958668.000000 Penalty: 5957.901855
	Iteration 68Q: 3 clusters Score -2.195867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -21958656.000000 Penalty: 5957.901855
	Iteration 69Q: 3 clusters Score -2.195866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -21958652.000000 Penalty: 5957.901855
	Iteration 70Q: 3 clusters Score -2.195865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 5957.901855
	Iteration 71Q: 3 clusters Score -2.195866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -21958664.000000 Penalty: 5957.901855
	Iteration 72Q: 3 clusters Score -2.195866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21958654.000000 Penalty: 5957.901855
	Iteration 73Q: 3 clusters Score -2.195865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -21958654.000000 Penalty: 5957.901855
	Iteration 74Q: 3 clusters Score -2.195865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 5957.901855
	Iteration 75Q: 3 clusters Score -2.195866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 5957.901855
	Iteration 76F: 3 clusters Score -2.195866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131861 members 
Entering Unmasked Estep 
Score: -17237224.000000 Penalty: 2923.797119
	Iteration 0F: 2 clusters Score -1.723722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -17149330.000000 Penalty: 5847.594238
	Iteration 0F: 3 clusters Score -1.714933e+07 nChanged 62681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -17185866.000000 Penalty: 5847.594238
	Iteration 1F: 3 clusters Score -1.718587e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -17187080.000000 Penalty: 5847.594238
	Iteration 2Q: 3 clusters Score -1.718708e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -17188458.000000 Penalty: 5847.594238
	Iteration 3Q: 3 clusters Score -1.718846e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -17190264.000000 Penalty: 5847.594238
	Iteration 4Q: 3 clusters Score -1.719026e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -17192762.000000 Penalty: 5847.594238
	Iteration 5Q: 3 clusters Score -1.719276e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -17195946.000000 Penalty: 5847.594238
	Iteration 6F: 3 clusters Score -1.719595e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -17199978.000000 Penalty: 5847.594238
	Iteration 7F: 3 clusters Score -1.719998e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -17204190.000000 Penalty: 5847.594238
	Iteration 8F: 3 clusters Score -1.720419e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -17207864.000000 Penalty: 5847.594238
	Iteration 9F: 3 clusters Score -1.720786e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -17210606.000000 Penalty: 5847.594238
	Iteration 10F: 3 clusters Score -1.721061e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -17212404.000000 Penalty: 5847.594238
	Iteration 11Q: 3 clusters Score -1.72124e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -17213922.000000 Penalty: 5847.594238
	Iteration 12Q: 3 clusters Score -1.721392e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -17215088.000000 Penalty: 5847.594238
	Iteration 13Q: 3 clusters Score -1.721509e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -17216176.000000 Penalty: 5847.594238
	Iteration 14Q: 3 clusters Score -1.721618e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -17217496.000000 Penalty: 5847.594238
	Iteration 15Q: 3 clusters Score -1.72175e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -17218954.000000 Penalty: 5847.594238
	Iteration 16Q: 3 clusters Score -1.721895e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 111624 members 
Entering Unmasked Estep 
Score: -17220896.000000 Penalty: 5847.594238
	Iteration 17Q: 3 clusters Score -1.72209e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -17223132.000000 Penalty: 5847.594238
	Iteration 18Q: 3 clusters Score -1.722313e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -17225696.000000 Penalty: 5847.594238
	Iteration 19Q: 3 clusters Score -1.72257e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 123692 members 
Entering Unmasked Estep 
Score: -17228588.000000 Penalty: 5847.594238
	Iteration 20F: 3 clusters Score -1.722859e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -17231062.000000 Penalty: 5847.594238
	Iteration 21Q: 3 clusters Score -1.723106e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -17232780.000000 Penalty: 5847.594238
	Iteration 22Q: 3 clusters Score -1.723278e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -17233642.000000 Penalty: 5847.594238
	Iteration 23Q: 3 clusters Score -1.723364e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -17234152.000000 Penalty: 5847.594238
	Iteration 24Q: 3 clusters Score -1.723415e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -17234372.000000 Penalty: 5847.594238
	Iteration 25Q: 3 clusters Score -1.723437e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 131173 members 
Entering Unmasked Estep 
Score: -17234500.000000 Penalty: 5847.594238
	Iteration 26Q: 3 clusters Score -1.72345e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -17234588.000000 Penalty: 5847.594238
	Iteration 27Q: 3 clusters Score -1.723459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -17234616.000000 Penalty: 5847.594238
	Iteration 28Q: 3 clusters Score -1.723462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -17234656.000000 Penalty: 5847.594238
	Iteration 29Q: 3 clusters Score -1.723466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -17234680.000000 Penalty: 5847.594238
	Iteration 30Q: 3 clusters Score -1.723468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -17234698.000000 Penalty: 5847.594238
	Iteration 31Q: 3 clusters Score -1.72347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -17234712.000000 Penalty: 5847.594238
	Iteration 32Q: 3 clusters Score -1.723471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -17234738.000000 Penalty: 5847.594238
	Iteration 33Q: 3 clusters Score -1.723474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -17234736.000000 Penalty: 5847.594238
	Iteration 34Q: 3 clusters Score -1.723474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -17234736.000000 Penalty: 5847.594238
	Iteration 35Q: 3 clusters Score -1.723474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 131417 members 
Entering Unmasked Estep 
Score: -17234748.000000 Penalty: 5847.594238
	Iteration 36Q: 3 clusters Score -1.723475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -17234770.000000 Penalty: 5847.594238
	Iteration 37Q: 3 clusters Score -1.723477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 131425 members 
Entering Unmasked Estep 
Score: -17234776.000000 Penalty: 5847.594238
	Iteration 38Q: 3 clusters Score -1.723478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131426 members 
Entering Unmasked Estep 
Score: -17234788.000000 Penalty: 5847.594238
	Iteration 39Q: 3 clusters Score -1.723479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131428 members 
Entering Unmasked Estep 
Score: -17234792.000000 Penalty: 5847.594238
	Iteration 40F: 3 clusters Score -1.723479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131428 members 
Entering Unmasked Estep 
Score: -17234792.000000 Penalty: 5847.594238
	Iteration 41Q: 3 clusters Score -1.723479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 131433 members 
Entering Unmasked Estep 
Score: -17234808.000000 Penalty: 5847.594238
	Iteration 42Q: 3 clusters Score -1.723481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -17234810.000000 Penalty: 5847.594238
	Iteration 43Q: 3 clusters Score -1.723481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -17234830.000000 Penalty: 5847.594238
	Iteration 44Q: 3 clusters Score -1.723483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -17234834.000000 Penalty: 5847.594238
	Iteration 45Q: 3 clusters Score -1.723483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -17234828.000000 Penalty: 5847.594238
	Iteration 46Q: 3 clusters Score -1.723483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -17234828.000000 Penalty: 5847.594238
	Iteration 47F: 3 clusters Score -1.723483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Entering Unmasked Estep 
Score: -4011758.500000 Penalty: 2552.796387
	Iteration 0F: 2 clusters Score -4011758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3991517.750000 Penalty: 5105.592773
	Iteration 0F: 3 clusters Score -3991518 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3998811.750000 Penalty: 5105.592773
	Iteration 1F: 3 clusters Score -3998812 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3999387.000000 Penalty: 5105.592773
	Iteration 2F: 3 clusters Score -3999387 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4000021.000000 Penalty: 5105.592773
	Iteration 3Q: 3 clusters Score -4000021 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4000738.750000 Penalty: 5105.592773
	Iteration 4Q: 3 clusters Score -4000739 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4001653.750000 Penalty: 5105.592773
	Iteration 5F: 3 clusters Score -4001654 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4002834.500000 Penalty: 5105.592773
	Iteration 6F: 3 clusters Score -4002834 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4004297.500000 Penalty: 5105.592773
	Iteration 7F: 3 clusters Score -4004298 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4005853.500000 Penalty: 5105.592773
	Iteration 8F: 3 clusters Score -4005854 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4007267.750000 Penalty: 5105.592773
	Iteration 9F: 3 clusters Score -4007268 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4008292.250000 Penalty: 5105.592773
	Iteration 10Q: 3 clusters Score -4008292 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4008966.750000 Penalty: 5105.592773
	Iteration 11Q: 3 clusters Score -4008967 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4009295.500000 Penalty: 5105.592773
	Iteration 12Q: 3 clusters Score -4009296 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4009451.500000 Penalty: 5105.592773
	Iteration 13Q: 3 clusters Score -4009452 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4009580.750000 Penalty: 5105.592773
	Iteration 14Q: 3 clusters Score -4009581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4009645.500000 Penalty: 5105.592773
	Iteration 15Q: 3 clusters Score -4009646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4009680.500000 Penalty: 5105.592773
	Iteration 16Q: 3 clusters Score -4009680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4009699.000000 Penalty: 5105.592773
	Iteration 17Q: 3 clusters Score -4009699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4009715.000000 Penalty: 5105.592773
	Iteration 18Q: 3 clusters Score -4009715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4009723.000000 Penalty: 5105.592773
	Iteration 19Q: 3 clusters Score -4009723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4009729.750000 Penalty: 5105.592773
	Iteration 20F: 3 clusters Score -4009730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4009733.750000 Penalty: 5105.592773
	Iteration 21Q: 3 clusters Score -4009734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4009744.250000 Penalty: 5105.592773
	Iteration 22Q: 3 clusters Score -4009744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4009744.250000 Penalty: 5105.592773
	Iteration 23Q: 3 clusters Score -4009744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4009751.750000 Penalty: 5105.592773
	Iteration 24Q: 3 clusters Score -4009752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4009756.250000 Penalty: 5105.592773
	Iteration 25Q: 3 clusters Score -4009756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4009765.750000 Penalty: 5105.592773
	Iteration 26Q: 3 clusters Score -4009766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4009770.500000 Penalty: 5105.592773
	Iteration 27Q: 3 clusters Score -4009770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4009773.000000 Penalty: 5105.592773
	Iteration 28Q: 3 clusters Score -4009773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4009778.750000 Penalty: 5105.592773
	Iteration 29Q: 3 clusters Score -4009779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4009785.250000 Penalty: 5105.592773
	Iteration 30Q: 3 clusters Score -4009785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4009782.250000 Penalty: 5105.592773
	Iteration 31Q: 3 clusters Score -4009782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4009778.500000 Penalty: 5105.592773
	Iteration 32Q: 3 clusters Score -4009778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4009778.000000 Penalty: 5105.592773
	Iteration 33Q: 3 clusters Score -4009778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4009778.000000 Penalty: 5105.592773
	Iteration 34F: 3 clusters Score -4009778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (217164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217164 members 
Entering Unmasked Estep 
Score: -29048342.000000 Penalty: 3047.525146
	Iteration 0F: 2 clusters Score -2.904834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -28910880.000000 Penalty: 6095.050293
	Iteration 0F: 3 clusters Score -2.891088e+07 nChanged 104601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -28972668.000000 Penalty: 6095.050293
	Iteration 1F: 3 clusters Score -2.897267e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -28973766.000000 Penalty: 6095.050293
	Iteration 2Q: 3 clusters Score -2.897377e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 112190 members 
Entering Unmasked Estep 
Score: -28975038.000000 Penalty: 6095.050293
	Iteration 3Q: 3 clusters Score -2.897504e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -28976936.000000 Penalty: 6095.050293
	Iteration 4Q: 3 clusters Score -2.897694e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -28978968.000000 Penalty: 6095.050293
	Iteration 5Q: 3 clusters Score -2.897897e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -28981624.000000 Penalty: 6095.050293
	Iteration 6Q: 3 clusters Score -2.898162e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -28985590.000000 Penalty: 6095.050293
	Iteration 7Q: 3 clusters Score -2.898559e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -28991376.000000 Penalty: 6095.050293
	Iteration 8Q: 3 clusters Score -2.899138e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -28999224.000000 Penalty: 6095.050293
	Iteration 9F: 3 clusters Score -2.899922e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 141326 members 
Entering Unmasked Estep 
Score: -29008042.000000 Penalty: 6095.050293
	Iteration 10F: 3 clusters Score -2.900804e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -29015194.000000 Penalty: 6095.050293
	Iteration 11F: 3 clusters Score -2.901519e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -29018814.000000 Penalty: 6095.050293
	Iteration 12Q: 3 clusters Score -2.901881e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 152625 members 
Entering Unmasked Estep 
Score: -29020226.000000 Penalty: 6095.050293
	Iteration 13Q: 3 clusters Score -2.902023e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -29021384.000000 Penalty: 6095.050293
	Iteration 14Q: 3 clusters Score -2.902138e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -29022214.000000 Penalty: 6095.050293
	Iteration 15Q: 3 clusters Score -2.902221e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -29023230.000000 Penalty: 6095.050293
	Iteration 16Q: 3 clusters Score -2.902323e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -29024348.000000 Penalty: 6095.050293
	Iteration 17Q: 3 clusters Score -2.902435e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -29025352.000000 Penalty: 6095.050293
	Iteration 18Q: 3 clusters Score -2.902535e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 172600 members 
Entering Unmasked Estep 
Score: -29026406.000000 Penalty: 6095.050293
	Iteration 19Q: 3 clusters Score -2.902641e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -29027580.000000 Penalty: 6095.050293
	Iteration 20F: 3 clusters Score -2.902758e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -29028736.000000 Penalty: 6095.050293
	Iteration 21Q: 3 clusters Score -2.902874e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 183349 members 
Entering Unmasked Estep 
Score: -29029862.000000 Penalty: 6095.050293
	Iteration 22Q: 3 clusters Score -2.902986e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -29030842.000000 Penalty: 6095.050293
	Iteration 23Q: 3 clusters Score -2.903084e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 190401 members 
Entering Unmasked Estep 
Score: -29032234.000000 Penalty: 6095.050293
	Iteration 24Q: 3 clusters Score -2.903223e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 193801 members 
Entering Unmasked Estep 
Score: -29033666.000000 Penalty: 6095.050293
	Iteration 25Q: 3 clusters Score -2.903367e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -29035076.000000 Penalty: 6095.050293
	Iteration 26Q: 3 clusters Score -2.903508e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 200080 members 
Entering Unmasked Estep 
Score: -29036344.000000 Penalty: 6095.050293
	Iteration 27Q: 3 clusters Score -2.903634e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -29037572.000000 Penalty: 6095.050293
	Iteration 28Q: 3 clusters Score -2.903757e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 205398 members 
Entering Unmasked Estep 
Score: -29038798.000000 Penalty: 6095.050293
	Iteration 29Q: 3 clusters Score -2.90388e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -29039886.000000 Penalty: 6095.050293
	Iteration 30Q: 3 clusters Score -2.903989e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 209607 members 
Entering Unmasked Estep 
Score: -29040944.000000 Penalty: 6095.050293
	Iteration 31Q: 3 clusters Score -2.904094e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 211330 members 
Entering Unmasked Estep 
Score: -29042108.000000 Penalty: 6095.050293
	Iteration 32Q: 3 clusters Score -2.904211e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 212769 members 
Entering Unmasked Estep 
Score: -29042978.000000 Penalty: 6095.050293
	Iteration 33Q: 3 clusters Score -2.904298e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 213871 members 
Entering Unmasked Estep 
Score: -29043740.000000 Penalty: 6095.050293
	Iteration 34Q: 3 clusters Score -2.904374e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 214695 members 
Entering Unmasked Estep 
Score: -29044234.000000 Penalty: 6095.050293
	Iteration 35Q: 3 clusters Score -2.904423e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 215305 members 
Entering Unmasked Estep 
Score: -29044656.000000 Penalty: 6095.050293
	Iteration 36Q: 3 clusters Score -2.904466e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -29045002.000000 Penalty: 6095.050293
	Iteration 37Q: 3 clusters Score -2.9045e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 215989 members 
Entering Unmasked Estep 
Score: -29045142.000000 Penalty: 6095.050293
	Iteration 38Q: 3 clusters Score -2.904514e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 216163 members 
Entering Unmasked Estep 
Score: -29045206.000000 Penalty: 6095.050293
	Iteration 39Q: 3 clusters Score -2.904521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 216271 members 
Entering Unmasked Estep 
Score: -29045272.000000 Penalty: 6095.050293
	Iteration 40F: 3 clusters Score -2.904527e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 216345 members 
Entering Unmasked Estep 
Score: -29045366.000000 Penalty: 6095.050293
	Iteration 41Q: 3 clusters Score -2.904537e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 216408 members 
Entering Unmasked Estep 
Score: -29045440.000000 Penalty: 6095.050293
	Iteration 42Q: 3 clusters Score -2.904544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 216452 members 
Entering Unmasked Estep 
Score: -29045472.000000 Penalty: 6095.050293
	Iteration 43Q: 3 clusters Score -2.904547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -29045486.000000 Penalty: 6095.050293
	Iteration 44Q: 3 clusters Score -2.904549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 216522 members 
Entering Unmasked Estep 
Score: -29045534.000000 Penalty: 6095.050293
	Iteration 45Q: 3 clusters Score -2.904553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 216545 members 
Entering Unmasked Estep 
Score: -29045574.000000 Penalty: 6095.050293
	Iteration 46Q: 3 clusters Score -2.904557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 216564 members 
Entering Unmasked Estep 
Score: -29045588.000000 Penalty: 6095.050293
	Iteration 47Q: 3 clusters Score -2.904559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 216576 members 
Entering Unmasked Estep 
Score: -29045600.000000 Penalty: 6095.050293
	Iteration 48Q: 3 clusters Score -2.90456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 216584 members 
Entering Unmasked Estep 
Score: -29045590.000000 Penalty: 6095.050293
	Iteration 49Q: 3 clusters Score -2.904559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 216595 members 
Entering Unmasked Estep 
Score: -29045588.000000 Penalty: 6095.050293
	Iteration 50Q: 3 clusters Score -2.904559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -29045620.000000 Penalty: 6095.050293
	Iteration 51Q: 3 clusters Score -2.904562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 216619 members 
Entering Unmasked Estep 
Score: -29045632.000000 Penalty: 6095.050293
	Iteration 52Q: 3 clusters Score -2.904563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 216626 members 
Entering Unmasked Estep 
Score: -29045652.000000 Penalty: 6095.050293
	Iteration 53Q: 3 clusters Score -2.904565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 216633 members 
Entering Unmasked Estep 
Score: -29045660.000000 Penalty: 6095.050293
	Iteration 54Q: 3 clusters Score -2.904566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 216639 members 
Entering Unmasked Estep 
Score: -29045652.000000 Penalty: 6095.050293
	Iteration 55Q: 3 clusters Score -2.904565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 216646 members 
Entering Unmasked Estep 
Score: -29045656.000000 Penalty: 6095.050293
	Iteration 56Q: 3 clusters Score -2.904566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -29045664.000000 Penalty: 6095.050293
	Iteration 57Q: 3 clusters Score -2.904566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -29045658.000000 Penalty: 6095.050293
	Iteration 58Q: 3 clusters Score -2.904566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -29045654.000000 Penalty: 6095.050293
	Iteration 59Q: 3 clusters Score -2.904565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 216654 members 
Entering Unmasked Estep 
Score: -29045676.000000 Penalty: 6095.050293
	Iteration 60F: 3 clusters Score -2.904568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -29045666.000000 Penalty: 6095.050293
	Iteration 61Q: 3 clusters Score -2.904567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 216657 members 
Entering Unmasked Estep 
Score: -29045688.000000 Penalty: 6095.050293
	Iteration 62Q: 3 clusters Score -2.904569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 216658 members 
Entering Unmasked Estep 
Score: -29045660.000000 Penalty: 6095.050293
	Iteration 63Q: 3 clusters Score -2.904566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 216659 members 
Entering Unmasked Estep 
Score: -29045676.000000 Penalty: 6095.050293
	Iteration 64Q: 3 clusters Score -2.904568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 216659 members 
Entering Unmasked Estep 
Score: -29045676.000000 Penalty: 6095.050293
	Iteration 65F: 3 clusters Score -2.904568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Entering Unmasked Estep 
Score: -4947720.500000 Penalty: 2609.534180
	Iteration 0F: 2 clusters Score -4947720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4922555.500000 Penalty: 5219.068359
	Iteration 0F: 3 clusters Score -4922556 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4931746.000000 Penalty: 5219.068359
	Iteration 1F: 3 clusters Score -4931746 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4932320.500000 Penalty: 5219.068359
	Iteration 2Q: 3 clusters Score -4932320 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4932818.500000 Penalty: 5219.068359
	Iteration 3Q: 3 clusters Score -4932818 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4933372.500000 Penalty: 5219.068359
	Iteration 4Q: 3 clusters Score -4933372 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4934075.500000 Penalty: 5219.068359
	Iteration 5Q: 3 clusters Score -4934076 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4934970.000000 Penalty: 5219.068359
	Iteration 6F: 3 clusters Score -4934970 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4936283.500000 Penalty: 5219.068359
	Iteration 7F: 3 clusters Score -4936284 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4938037.500000 Penalty: 5219.068359
	Iteration 8F: 3 clusters Score -4938038 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -4940278.500000 Penalty: 5219.068359
	Iteration 9F: 3 clusters Score -4940278 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4942502.500000 Penalty: 5219.068359
	Iteration 10F: 3 clusters Score -4942502 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4944231.500000 Penalty: 5219.068359
	Iteration 11Q: 3 clusters Score -4944232 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4945200.000000 Penalty: 5219.068359
	Iteration 12Q: 3 clusters Score -4945200 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4945620.000000 Penalty: 5219.068359
	Iteration 13Q: 3 clusters Score -4945620 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4945820.000000 Penalty: 5219.068359
	Iteration 14Q: 3 clusters Score -4945820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4945916.500000 Penalty: 5219.068359
	Iteration 15Q: 3 clusters Score -4945916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4945968.500000 Penalty: 5219.068359
	Iteration 16Q: 3 clusters Score -4945968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4945998.500000 Penalty: 5219.068359
	Iteration 17Q: 3 clusters Score -4945998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4946012.000000 Penalty: 5219.068359
	Iteration 18Q: 3 clusters Score -4946012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4946018.500000 Penalty: 5219.068359
	Iteration 19Q: 3 clusters Score -4946018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4946027.000000 Penalty: 5219.068359
	Iteration 20F: 3 clusters Score -4946027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4946047.000000 Penalty: 5219.068359
	Iteration 21Q: 3 clusters Score -4946047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4946055.500000 Penalty: 5219.068359
	Iteration 22Q: 3 clusters Score -4946056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4946051.000000 Penalty: 5219.068359
	Iteration 23Q: 3 clusters Score -4946051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4946051.000000 Penalty: 5219.068359
	Iteration 24Q: 3 clusters Score -4946051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4946048.500000 Penalty: 5219.068359
	Iteration 25Q: 3 clusters Score -4946048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4946051.500000 Penalty: 5219.068359
	Iteration 26Q: 3 clusters Score -4946052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4946063.500000 Penalty: 5219.068359
	Iteration 27Q: 3 clusters Score -4946064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4946063.500000 Penalty: 5219.068359
	Iteration 28Q: 3 clusters Score -4946064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4946068.500000 Penalty: 5219.068359
	Iteration 29Q: 3 clusters Score -4946068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4946069.500000 Penalty: 5219.068359
	Iteration 30Q: 3 clusters Score -4946070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4946069.500000 Penalty: 5219.068359
	Iteration 31F: 3 clusters Score -4946070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Entering Unmasked Estep 
Score: -864017.062500 Penalty: 2204.000977
	Iteration 0F: 2 clusters Score -864017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -858074.500000 Penalty: 4408.001953
	Iteration 0F: 3 clusters Score -858074.5 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -859871.250000 Penalty: 4408.001953
	Iteration 1F: 3 clusters Score -859871.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -860305.625000 Penalty: 4408.001953
	Iteration 2F: 3 clusters Score -860305.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -860698.812500 Penalty: 4408.001953
	Iteration 3F: 3 clusters Score -860698.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -860979.937500 Penalty: 4408.001953
	Iteration 4F: 3 clusters Score -860979.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -861202.125000 Penalty: 4408.001953
	Iteration 5Q: 3 clusters Score -861202.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -861374.062500 Penalty: 4408.001953
	Iteration 6Q: 3 clusters Score -861374.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -861491.625000 Penalty: 4408.001953
	Iteration 7Q: 3 clusters Score -861491.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -861579.125000 Penalty: 4408.001953
	Iteration 8Q: 3 clusters Score -861579.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -861659.312500 Penalty: 4408.001953
	Iteration 9Q: 3 clusters Score -861659.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -861734.750000 Penalty: 4408.001953
	Iteration 10Q: 3 clusters Score -861734.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -861811.500000 Penalty: 4408.001953
	Iteration 11Q: 3 clusters Score -861811.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -861859.562500 Penalty: 4408.001953
	Iteration 12Q: 3 clusters Score -861859.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -861905.750000 Penalty: 4408.001953
	Iteration 13Q: 3 clusters Score -861905.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -861944.125000 Penalty: 4408.001953
	Iteration 14Q: 3 clusters Score -861944.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -861970.062500 Penalty: 4408.001953
	Iteration 15Q: 3 clusters Score -861970.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -861993.062500 Penalty: 4408.001953
	Iteration 16Q: 3 clusters Score -861993.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -862013.687500 Penalty: 4408.001953
	Iteration 17Q: 3 clusters Score -862013.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -862032.312500 Penalty: 4408.001953
	Iteration 18Q: 3 clusters Score -862032.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -862047.562500 Penalty: 4408.001953
	Iteration 19Q: 3 clusters Score -862047.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -862072.312500 Penalty: 4408.001953
	Iteration 20F: 3 clusters Score -862072.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -862097.687500 Penalty: 4408.001953
	Iteration 21Q: 3 clusters Score -862097.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -862117.312500 Penalty: 4408.001953
	Iteration 22Q: 3 clusters Score -862117.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -862146.937500 Penalty: 4408.001953
	Iteration 23Q: 3 clusters Score -862146.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -862176.687500 Penalty: 4408.001953
	Iteration 24Q: 3 clusters Score -862176.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -862209.437500 Penalty: 4408.001953
	Iteration 25Q: 3 clusters Score -862209.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -862233.812500 Penalty: 4408.001953
	Iteration 26Q: 3 clusters Score -862233.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -862249.812500 Penalty: 4408.001953
	Iteration 27Q: 3 clusters Score -862249.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -862269.687500 Penalty: 4408.001953
	Iteration 28Q: 3 clusters Score -862269.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -862286.937500 Penalty: 4408.001953
	Iteration 29Q: 3 clusters Score -862286.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -862304.812500 Penalty: 4408.001953
	Iteration 30Q: 3 clusters Score -862304.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -862327.187500 Penalty: 4408.001953
	Iteration 31Q: 3 clusters Score -862327.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -862347.187500 Penalty: 4408.001953
	Iteration 32Q: 3 clusters Score -862347.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -862377.187500 Penalty: 4408.001953
	Iteration 33Q: 3 clusters Score -862377.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -862402.937500 Penalty: 4408.001953
	Iteration 34Q: 3 clusters Score -862402.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -862430.187500 Penalty: 4408.001953
	Iteration 35Q: 3 clusters Score -862430.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -862478.937500 Penalty: 4408.001953
	Iteration 36Q: 3 clusters Score -862478.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -862515.500000 Penalty: 4408.001953
	Iteration 37Q: 3 clusters Score -862515.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -862549.312500 Penalty: 4408.001953
	Iteration 38Q: 3 clusters Score -862549.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -862585.125000 Penalty: 4408.001953
	Iteration 39Q: 3 clusters Score -862585.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -862611.875000 Penalty: 4408.001953
	Iteration 40F: 3 clusters Score -862611.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -862636.750000 Penalty: 4408.001953
	Iteration 41Q: 3 clusters Score -862636.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -862659.375000 Penalty: 4408.001953
	Iteration 42Q: 3 clusters Score -862659.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -862680.437500 Penalty: 4408.001953
	Iteration 43Q: 3 clusters Score -862680.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -862705.062500 Penalty: 4408.001953
	Iteration 44Q: 3 clusters Score -862705.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -862734.375000 Penalty: 4408.001953
	Iteration 45Q: 3 clusters Score -862734.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -862768.125000 Penalty: 4408.001953
	Iteration 46Q: 3 clusters Score -862768.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -862806.437500 Penalty: 4408.001953
	Iteration 47Q: 3 clusters Score -862806.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -862834.875000 Penalty: 4408.001953
	Iteration 48Q: 3 clusters Score -862834.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -862859.500000 Penalty: 4408.001953
	Iteration 49Q: 3 clusters Score -862859.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -862889.625000 Penalty: 4408.001953
	Iteration 50Q: 3 clusters Score -862889.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -862926.500000 Penalty: 4408.001953
	Iteration 51Q: 3 clusters Score -862926.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -862957.937500 Penalty: 4408.001953
	Iteration 52Q: 3 clusters Score -862957.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -862979.312500 Penalty: 4408.001953
	Iteration 53Q: 3 clusters Score -862979.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -862995.250000 Penalty: 4408.001953
	Iteration 54Q: 3 clusters Score -862995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -863007.312500 Penalty: 4408.001953
	Iteration 55Q: 3 clusters Score -863007.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -863011.687500 Penalty: 4408.001953
	Iteration 56Q: 3 clusters Score -863011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -863019.187500 Penalty: 4408.001953
	Iteration 57Q: 3 clusters Score -863019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -863021.812500 Penalty: 4408.001953
	Iteration 58Q: 3 clusters Score -863021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -863023.062500 Penalty: 4408.001953
	Iteration 59Q: 3 clusters Score -863023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -863030.687500 Penalty: 4408.001953
	Iteration 60F: 3 clusters Score -863030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -863036.250000 Penalty: 4408.001953
	Iteration 61Q: 3 clusters Score -863036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -863043.750000 Penalty: 4408.001953
	Iteration 62Q: 3 clusters Score -863043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -863049.250000 Penalty: 4408.001953
	Iteration 63Q: 3 clusters Score -863049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -863052.312500 Penalty: 4408.001953
	Iteration 64Q: 3 clusters Score -863052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -863055.312500 Penalty: 4408.001953
	Iteration 65Q: 3 clusters Score -863055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -863055.937500 Penalty: 4408.001953
	Iteration 66Q: 3 clusters Score -863055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -863057.187500 Penalty: 4408.001953
	Iteration 67Q: 3 clusters Score -863057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -863057.187500 Penalty: 4408.001953
	Iteration 68F: 3 clusters Score -863057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -702769.062500 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -702769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -697935.500000 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -697935.5 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -699123.312500 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -699123.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -699408.812500 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -699408.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -699555.062500 Penalty: 4264.899902
	Iteration 3F: 3 clusters Score -699555.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -699645.562500 Penalty: 4264.899902
	Iteration 4Q: 3 clusters Score -699645.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -699716.687500 Penalty: 4264.899902
	Iteration 5Q: 3 clusters Score -699716.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -699777.937500 Penalty: 4264.899902
	Iteration 6Q: 3 clusters Score -699777.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -699832.187500 Penalty: 4264.899902
	Iteration 7Q: 3 clusters Score -699832.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -699882.562500 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -699882.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -699937.312500 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -699937.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -699993.125000 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -699993.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -700039.812500 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -700039.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -700097.000000 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -700097 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -700165.500000 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -700165.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -700212.625000 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -700212.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -700254.750000 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -700254.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -700299.937500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -700299.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -700353.875000 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -700353.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -700405.937500 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -700405.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -700448.812500 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -700448.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -700486.312500 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -700486.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -700526.000000 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -700526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -700558.750000 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -700558.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -700587.437500 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -700587.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -700617.687500 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -700617.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -700641.062500 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -700641.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -700663.312500 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -700663.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -700689.625000 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -700689.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -700718.187500 Penalty: 4264.899902
	Iteration 28Q: 3 clusters Score -700718.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -700736.875000 Penalty: 4264.899902
	Iteration 29Q: 3 clusters Score -700736.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -700755.375000 Penalty: 4264.899902
	Iteration 30Q: 3 clusters Score -700755.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -700769.937500 Penalty: 4264.899902
	Iteration 31Q: 3 clusters Score -700769.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -700784.875000 Penalty: 4264.899902
	Iteration 32Q: 3 clusters Score -700784.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -700795.875000 Penalty: 4264.899902
	Iteration 33Q: 3 clusters Score -700795.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -700801.562500 Penalty: 4264.899902
	Iteration 34Q: 3 clusters Score -700801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -700809.125000 Penalty: 4264.899902
	Iteration 35Q: 3 clusters Score -700809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -700811.625000 Penalty: 4264.899902
	Iteration 36Q: 3 clusters Score -700811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -700819.875000 Penalty: 4264.899902
	Iteration 37Q: 3 clusters Score -700819.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -700828.250000 Penalty: 4264.899902
	Iteration 38Q: 3 clusters Score -700828.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -700834.937500 Penalty: 4264.899902
	Iteration 39Q: 3 clusters Score -700834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -700839.125000 Penalty: 4264.899902
	Iteration 40F: 3 clusters Score -700839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -700840.625000 Penalty: 4264.899902
	Iteration 41Q: 3 clusters Score -700840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -700843.500000 Penalty: 4264.899902
	Iteration 42Q: 3 clusters Score -700843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -700845.000000 Penalty: 4264.899902
	Iteration 43Q: 3 clusters Score -700845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -700848.937500 Penalty: 4264.899902
	Iteration 44Q: 3 clusters Score -700848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -700853.062500 Penalty: 4264.899902
	Iteration 45Q: 3 clusters Score -700853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -700854.250000 Penalty: 4264.899902
	Iteration 46Q: 3 clusters Score -700854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -700853.375000 Penalty: 4264.899902
	Iteration 47Q: 3 clusters Score -700853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -700854.875000 Penalty: 4264.899902
	Iteration 48Q: 3 clusters Score -700854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -700854.312500 Penalty: 4264.899902
	Iteration 49Q: 3 clusters Score -700854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -700856.062500 Penalty: 4264.899902
	Iteration 50Q: 3 clusters Score -700856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -700858.000000 Penalty: 4264.899902
	Iteration 51Q: 3 clusters Score -700858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -700858.000000 Penalty: 4264.899902
	Iteration 52Q: 3 clusters Score -700858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -700859.250000 Penalty: 4264.899902
	Iteration 53Q: 3 clusters Score -700859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -700859.562500 Penalty: 4264.899902
	Iteration 54Q: 3 clusters Score -700859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -700860.125000 Penalty: 4264.899902
	Iteration 55Q: 3 clusters Score -700860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -700863.312500 Penalty: 4264.899902
	Iteration 56Q: 3 clusters Score -700863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -700864.062500 Penalty: 4264.899902
	Iteration 57Q: 3 clusters Score -700864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -700864.812500 Penalty: 4264.899902
	Iteration 58Q: 3 clusters Score -700864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -700867.000000 Penalty: 4264.899902
	Iteration 59Q: 3 clusters Score -700867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -700866.875000 Penalty: 4264.899902
	Iteration 60F: 3 clusters Score -700866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -700869.125000 Penalty: 4264.899902
	Iteration 61Q: 3 clusters Score -700869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -700870.000000 Penalty: 4264.899902
	Iteration 62Q: 3 clusters Score -700870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -700871.937500 Penalty: 4264.899902
	Iteration 63Q: 3 clusters Score -700871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -700870.937500 Penalty: 4264.899902
	Iteration 64Q: 3 clusters Score -700870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -700871.875000 Penalty: 4264.899902
	Iteration 65Q: 3 clusters Score -700871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -700873.125000 Penalty: 4264.899902
	Iteration 66Q: 3 clusters Score -700873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -700874.062500 Penalty: 4264.899902
	Iteration 67Q: 3 clusters Score -700874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -700873.937500 Penalty: 4264.899902
	Iteration 68Q: 3 clusters Score -700873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -700874.687500 Penalty: 4264.899902
	Iteration 69Q: 3 clusters Score -700874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -700874.687500 Penalty: 4264.899902
	Iteration 70F: 3 clusters Score -700874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114959 members 
Entering Unmasked Estep 
Score: -15153822.000000 Penalty: 2889.777832
	Iteration 0F: 2 clusters Score -1.515382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -15077475.000000 Penalty: 5779.555664
	Iteration 0F: 3 clusters Score -1.507748e+07 nChanged 54511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -15108996.000000 Penalty: 5779.555664
	Iteration 1F: 3 clusters Score -1.5109e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -15110129.000000 Penalty: 5779.555664
	Iteration 2Q: 3 clusters Score -1.511013e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -15111522.000000 Penalty: 5779.555664
	Iteration 3Q: 3 clusters Score -1.511152e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -15113582.000000 Penalty: 5779.555664
	Iteration 4Q: 3 clusters Score -1.511358e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -15116370.000000 Penalty: 5779.555664
	Iteration 5Q: 3 clusters Score -1.511637e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -15119617.000000 Penalty: 5779.555664
	Iteration 6F: 3 clusters Score -1.511962e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -15123360.000000 Penalty: 5779.555664
	Iteration 7F: 3 clusters Score -1.512336e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -15127405.000000 Penalty: 5779.555664
	Iteration 8F: 3 clusters Score -1.51274e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -15131064.000000 Penalty: 5779.555664
	Iteration 9F: 3 clusters Score -1.513106e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -15134797.000000 Penalty: 5779.555664
	Iteration 10Q: 3 clusters Score -1.51348e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -15138993.000000 Penalty: 5779.555664
	Iteration 11Q: 3 clusters Score -1.513899e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -15142623.000000 Penalty: 5779.555664
	Iteration 12Q: 3 clusters Score -1.514262e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -15145399.000000 Penalty: 5779.555664
	Iteration 13Q: 3 clusters Score -1.51454e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -15147268.000000 Penalty: 5779.555664
	Iteration 14Q: 3 clusters Score -1.514727e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -15148418.000000 Penalty: 5779.555664
	Iteration 15Q: 3 clusters Score -1.514842e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -15149228.000000 Penalty: 5779.555664
	Iteration 16Q: 3 clusters Score -1.514923e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -15149749.000000 Penalty: 5779.555664
	Iteration 17Q: 3 clusters Score -1.514975e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -15150154.000000 Penalty: 5779.555664
	Iteration 18Q: 3 clusters Score -1.515015e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -15150373.000000 Penalty: 5779.555664
	Iteration 19Q: 3 clusters Score -1.515037e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -15150508.000000 Penalty: 5779.555664
	Iteration 20F: 3 clusters Score -1.515051e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -15150629.000000 Penalty: 5779.555664
	Iteration 21Q: 3 clusters Score -1.515063e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -15150713.000000 Penalty: 5779.555664
	Iteration 22Q: 3 clusters Score -1.515071e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -15150767.000000 Penalty: 5779.555664
	Iteration 23Q: 3 clusters Score -1.515077e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -15150886.000000 Penalty: 5779.555664
	Iteration 24Q: 3 clusters Score -1.515089e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -15150960.000000 Penalty: 5779.555664
	Iteration 25Q: 3 clusters Score -1.515096e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -15151074.000000 Penalty: 5779.555664
	Iteration 26Q: 3 clusters Score -1.515107e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -15151135.000000 Penalty: 5779.555664
	Iteration 27Q: 3 clusters Score -1.515114e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -15151225.000000 Penalty: 5779.555664
	Iteration 28Q: 3 clusters Score -1.515122e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -15151245.000000 Penalty: 5779.555664
	Iteration 29Q: 3 clusters Score -1.515124e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -15151294.000000 Penalty: 5779.555664
	Iteration 30Q: 3 clusters Score -1.515129e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -15151320.000000 Penalty: 5779.555664
	Iteration 31Q: 3 clusters Score -1.515132e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -15151362.000000 Penalty: 5779.555664
	Iteration 32Q: 3 clusters Score -1.515136e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -15151400.000000 Penalty: 5779.555664
	Iteration 33Q: 3 clusters Score -1.51514e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -15151465.000000 Penalty: 5779.555664
	Iteration 34Q: 3 clusters Score -1.515146e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -15151471.000000 Penalty: 5779.555664
	Iteration 35Q: 3 clusters Score -1.515147e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -15151515.000000 Penalty: 5779.555664
	Iteration 36Q: 3 clusters Score -1.515152e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -15151622.000000 Penalty: 5779.555664
	Iteration 37Q: 3 clusters Score -1.515162e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -15151669.000000 Penalty: 5779.555664
	Iteration 38Q: 3 clusters Score -1.515167e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -15151693.000000 Penalty: 5779.555664
	Iteration 39Q: 3 clusters Score -1.515169e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -15151707.000000 Penalty: 5779.555664
	Iteration 40F: 3 clusters Score -1.515171e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -15151705.000000 Penalty: 5779.555664
	Iteration 41Q: 3 clusters Score -1.51517e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -15151703.000000 Penalty: 5779.555664
	Iteration 42Q: 3 clusters Score -1.51517e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -15151662.000000 Penalty: 5779.555664
	Iteration 43Q: 3 clusters Score -1.515166e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -15151665.000000 Penalty: 5779.555664
	Iteration 44Q: 3 clusters Score -1.515166e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -15151662.000000 Penalty: 5779.555664
	Iteration 45Q: 3 clusters Score -1.515166e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -15151696.000000 Penalty: 5779.555664
	Iteration 46Q: 3 clusters Score -1.51517e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -15151677.000000 Penalty: 5779.555664
	Iteration 47Q: 3 clusters Score -1.515168e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -15151674.000000 Penalty: 5779.555664
	Iteration 48Q: 3 clusters Score -1.515167e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -15151655.000000 Penalty: 5779.555664
	Iteration 49Q: 3 clusters Score -1.515166e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -15151659.000000 Penalty: 5779.555664
	Iteration 50Q: 3 clusters Score -1.515166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -15151652.000000 Penalty: 5779.555664
	Iteration 51Q: 3 clusters Score -1.515165e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -15151670.000000 Penalty: 5779.555664
	Iteration 52Q: 3 clusters Score -1.515167e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -15151649.000000 Penalty: 5779.555664
	Iteration 53Q: 3 clusters Score -1.515165e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -15151654.000000 Penalty: 5779.555664
	Iteration 54Q: 3 clusters Score -1.515165e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -15151637.000000 Penalty: 5779.555664
	Iteration 55Q: 3 clusters Score -1.515164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -15151667.000000 Penalty: 5779.555664
	Iteration 56Q: 3 clusters Score -1.515167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -15151682.000000 Penalty: 5779.555664
	Iteration 57Q: 3 clusters Score -1.515168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -15151691.000000 Penalty: 5779.555664
	Iteration 58Q: 3 clusters Score -1.515169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -15151682.000000 Penalty: 5779.555664
	Iteration 59Q: 3 clusters Score -1.515168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -15151673.000000 Penalty: 5779.555664
	Iteration 60F: 3 clusters Score -1.515167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -15151663.000000 Penalty: 5779.555664
	Iteration 61Q: 3 clusters Score -1.515166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -15151655.000000 Penalty: 5779.555664
	Iteration 62Q: 3 clusters Score -1.515166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -15151676.000000 Penalty: 5779.555664
	Iteration 63Q: 3 clusters Score -1.515168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -15151691.000000 Penalty: 5779.555664
	Iteration 64Q: 3 clusters Score -1.515169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -15151685.000000 Penalty: 5779.555664
	Iteration 65Q: 3 clusters Score -1.515168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -15151691.000000 Penalty: 5779.555664
	Iteration 66Q: 3 clusters Score -1.515169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -15151690.000000 Penalty: 5779.555664
	Iteration 67Q: 3 clusters Score -1.515169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -15151688.000000 Penalty: 5779.555664
	Iteration 68Q: 3 clusters Score -1.515169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -15151701.000000 Penalty: 5779.555664
	Iteration 69Q: 3 clusters Score -1.51517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -15151704.000000 Penalty: 5779.555664
	Iteration 70Q: 3 clusters Score -1.51517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -15151711.000000 Penalty: 5779.555664
	Iteration 71Q: 3 clusters Score -1.515171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -15151704.000000 Penalty: 5779.555664
	Iteration 72Q: 3 clusters Score -1.51517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -15151716.000000 Penalty: 5779.555664
	Iteration 73Q: 3 clusters Score -1.515172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -15151716.000000 Penalty: 5779.555664
	Iteration 74Q: 3 clusters Score -1.515172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -15151723.000000 Penalty: 5779.555664
	Iteration 75Q: 3 clusters Score -1.515172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -15151735.000000 Penalty: 5779.555664
	Iteration 76Q: 3 clusters Score -1.515174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -15151739.000000 Penalty: 5779.555664
	Iteration 77Q: 3 clusters Score -1.515174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -15151770.000000 Penalty: 5779.555664
	Iteration 78Q: 3 clusters Score -1.515177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -15151764.000000 Penalty: 5779.555664
	Iteration 79Q: 3 clusters Score -1.515176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -15151765.000000 Penalty: 5779.555664
	Iteration 80F: 3 clusters Score -1.515176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -15151765.000000 Penalty: 5779.555664
	Iteration 81Q: 3 clusters Score -1.515176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -15151772.000000 Penalty: 5779.555664
	Iteration 82Q: 3 clusters Score -1.515177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -15151765.000000 Penalty: 5779.555664
	Iteration 83Q: 3 clusters Score -1.515176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -15151750.000000 Penalty: 5779.555664
	Iteration 84Q: 3 clusters Score -1.515175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -15151755.000000 Penalty: 5779.555664
	Iteration 85Q: 3 clusters Score -1.515176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -15151747.000000 Penalty: 5779.555664
	Iteration 86Q: 3 clusters Score -1.515175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -15151749.000000 Penalty: 5779.555664
	Iteration 87Q: 3 clusters Score -1.515175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -15151752.000000 Penalty: 5779.555664
	Iteration 88Q: 3 clusters Score -1.515175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -15151750.000000 Penalty: 5779.555664
	Iteration 89Q: 3 clusters Score -1.515175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -15151765.000000 Penalty: 5779.555664
	Iteration 90Q: 3 clusters Score -1.515176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -15151767.000000 Penalty: 5779.555664
	Iteration 91Q: 3 clusters Score -1.515177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -15151777.000000 Penalty: 5779.555664
	Iteration 92Q: 3 clusters Score -1.515178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -15151779.000000 Penalty: 5779.555664
	Iteration 93Q: 3 clusters Score -1.515178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -15151769.000000 Penalty: 5779.555664
	Iteration 94Q: 3 clusters Score -1.515177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -15151766.000000 Penalty: 5779.555664
	Iteration 95Q: 3 clusters Score -1.515177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -15151777.000000 Penalty: 5779.555664
	Iteration 96Q: 3 clusters Score -1.515178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -15151774.000000 Penalty: 5779.555664
	Iteration 97Q: 3 clusters Score -1.515177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -15151775.000000 Penalty: 5779.555664
	Iteration 98Q: 3 clusters Score -1.515178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -15151778.000000 Penalty: 5779.555664
	Iteration 99Q: 3 clusters Score -1.515178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -15151782.000000 Penalty: 5779.555664
	Iteration 100F: 3 clusters Score -1.515178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -15151779.000000 Penalty: 5779.555664
	Iteration 101Q: 3 clusters Score -1.515178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -15151783.000000 Penalty: 5779.555664
	Iteration 102Q: 3 clusters Score -1.515178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -15151780.000000 Penalty: 5779.555664
	Iteration 103Q: 3 clusters Score -1.515178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -15151774.000000 Penalty: 5779.555664
	Iteration 104Q: 3 clusters Score -1.515177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -15151783.000000 Penalty: 5779.555664
	Iteration 105Q: 3 clusters Score -1.515178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -15151783.000000 Penalty: 5779.555664
	Iteration 106F: 3 clusters Score -1.515178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Entering Unmasked Estep 
Score: -2357663.500000 Penalty: 2448.702637
	Iteration 0F: 2 clusters Score -2357664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2343982.500000 Penalty: 4897.405273
	Iteration 0F: 3 clusters Score -2343982 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2348867.250000 Penalty: 4897.405273
	Iteration 1F: 3 clusters Score -2348867 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2349550.000000 Penalty: 4897.405273
	Iteration 2F: 3 clusters Score -2349550 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2350224.000000 Penalty: 4897.405273
	Iteration 3F: 3 clusters Score -2350224 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2350918.000000 Penalty: 4897.405273
	Iteration 4F: 3 clusters Score -2350918 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2351636.000000 Penalty: 4897.405273
	Iteration 5F: 3 clusters Score -2351636 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2352389.750000 Penalty: 4897.405273
	Iteration 6F: 3 clusters Score -2352390 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2353130.250000 Penalty: 4897.405273
	Iteration 7F: 3 clusters Score -2353130 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2353848.500000 Penalty: 4897.405273
	Iteration 8Q: 3 clusters Score -2353848 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2354472.500000 Penalty: 4897.405273
	Iteration 9Q: 3 clusters Score -2354472 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2355041.250000 Penalty: 4897.405273
	Iteration 10Q: 3 clusters Score -2355041 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2355442.250000 Penalty: 4897.405273
	Iteration 11Q: 3 clusters Score -2355442 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2355691.500000 Penalty: 4897.405273
	Iteration 12Q: 3 clusters Score -2355692 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2355857.250000 Penalty: 4897.405273
	Iteration 13Q: 3 clusters Score -2355857 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2355966.750000 Penalty: 4897.405273
	Iteration 14Q: 3 clusters Score -2355967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2356023.250000 Penalty: 4897.405273
	Iteration 15Q: 3 clusters Score -2356023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2356052.250000 Penalty: 4897.405273
	Iteration 16Q: 3 clusters Score -2356052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2356086.250000 Penalty: 4897.405273
	Iteration 17Q: 3 clusters Score -2356086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2356119.500000 Penalty: 4897.405273
	Iteration 18Q: 3 clusters Score -2356120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2356146.000000 Penalty: 4897.405273
	Iteration 19Q: 3 clusters Score -2356146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2356166.750000 Penalty: 4897.405273
	Iteration 20F: 3 clusters Score -2356167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2356188.250000 Penalty: 4897.405273
	Iteration 21Q: 3 clusters Score -2356188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2356203.500000 Penalty: 4897.405273
	Iteration 22Q: 3 clusters Score -2356204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2356217.250000 Penalty: 4897.405273
	Iteration 23Q: 3 clusters Score -2356217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2356227.000000 Penalty: 4897.405273
	Iteration 24Q: 3 clusters Score -2356227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2356235.000000 Penalty: 4897.405273
	Iteration 25Q: 3 clusters Score -2356235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2356250.750000 Penalty: 4897.405273
	Iteration 26Q: 3 clusters Score -2356251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2356247.000000 Penalty: 4897.405273
	Iteration 27Q: 3 clusters Score -2356247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2356257.750000 Penalty: 4897.405273
	Iteration 28Q: 3 clusters Score -2356258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2356259.000000 Penalty: 4897.405273
	Iteration 29Q: 3 clusters Score -2356259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2356264.750000 Penalty: 4897.405273
	Iteration 30Q: 3 clusters Score -2356265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2356264.250000 Penalty: 4897.405273
	Iteration 31Q: 3 clusters Score -2356264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2356264.750000 Penalty: 4897.405273
	Iteration 32Q: 3 clusters Score -2356265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2356268.750000 Penalty: 4897.405273
	Iteration 33Q: 3 clusters Score -2356269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2356273.000000 Penalty: 4897.405273
	Iteration 34Q: 3 clusters Score -2356273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2356276.000000 Penalty: 4897.405273
	Iteration 35Q: 3 clusters Score -2356276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2356277.000000 Penalty: 4897.405273
	Iteration 36Q: 3 clusters Score -2356277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2356282.250000 Penalty: 4897.405273
	Iteration 37Q: 3 clusters Score -2356282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2356281.000000 Penalty: 4897.405273
	Iteration 38Q: 3 clusters Score -2356281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2356281.250000 Penalty: 4897.405273
	Iteration 39Q: 3 clusters Score -2356281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2356281.500000 Penalty: 4897.405273
	Iteration 40F: 3 clusters Score -2356282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2356278.000000 Penalty: 4897.405273
	Iteration 41Q: 3 clusters Score -2356278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2356278.500000 Penalty: 4897.405273
	Iteration 42Q: 3 clusters Score -2356278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2356281.000000 Penalty: 4897.405273
	Iteration 43Q: 3 clusters Score -2356281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2356285.250000 Penalty: 4897.405273
	Iteration 44Q: 3 clusters Score -2356285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2356284.250000 Penalty: 4897.405273
	Iteration 45Q: 3 clusters Score -2356284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2356284.750000 Penalty: 4897.405273
	Iteration 46Q: 3 clusters Score -2356285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2356286.750000 Penalty: 4897.405273
	Iteration 47Q: 3 clusters Score -2356287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2356286.500000 Penalty: 4897.405273
	Iteration 48Q: 3 clusters Score -2356286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2356285.000000 Penalty: 4897.405273
	Iteration 49Q: 3 clusters Score -2356285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2356281.250000 Penalty: 4897.405273
	Iteration 50Q: 3 clusters Score -2356281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2356282.000000 Penalty: 4897.405273
	Iteration 51Q: 3 clusters Score -2356282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2356285.250000 Penalty: 4897.405273
	Iteration 52Q: 3 clusters Score -2356285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2356284.000000 Penalty: 4897.405273
	Iteration 53Q: 3 clusters Score -2356284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2356284.500000 Penalty: 4897.405273
	Iteration 54Q: 3 clusters Score -2356284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2356285.250000 Penalty: 4897.405273
	Iteration 55Q: 3 clusters Score -2356285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2356283.750000 Penalty: 4897.405273
	Iteration 56Q: 3 clusters Score -2356284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2356287.250000 Penalty: 4897.405273
	Iteration 57Q: 3 clusters Score -2356287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2356287.000000 Penalty: 4897.405273
	Iteration 58Q: 3 clusters Score -2356287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2356288.250000 Penalty: 4897.405273
	Iteration 59Q: 3 clusters Score -2356288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2356291.000000 Penalty: 4897.405273
	Iteration 60F: 3 clusters Score -2356291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2356292.000000 Penalty: 4897.405273
	Iteration 61Q: 3 clusters Score -2356292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2356292.000000 Penalty: 4897.405273
	Iteration 62Q: 3 clusters Score -2356292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2356291.250000 Penalty: 4897.405273
	Iteration 63Q: 3 clusters Score -2356291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2356291.250000 Penalty: 4897.405273
	Iteration 64F: 3 clusters Score -2356291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -658473.000000 Penalty: 2095.011963
	Iteration 0F: 2 clusters Score -658473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -654135.625000 Penalty: 4190.023926
	Iteration 0F: 3 clusters Score -654135.6 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -655123.562500 Penalty: 4190.023926
	Iteration 1F: 3 clusters Score -655123.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -655318.625000 Penalty: 4190.023926
	Iteration 2F: 3 clusters Score -655318.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -655435.437500 Penalty: 4190.023926
	Iteration 3Q: 3 clusters Score -655435.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -655517.625000 Penalty: 4190.023926
	Iteration 4Q: 3 clusters Score -655517.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -655586.000000 Penalty: 4190.023926
	Iteration 5Q: 3 clusters Score -655586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -655642.875000 Penalty: 4190.023926
	Iteration 6Q: 3 clusters Score -655642.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -655691.312500 Penalty: 4190.023926
	Iteration 7Q: 3 clusters Score -655691.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -655733.937500 Penalty: 4190.023926
	Iteration 8Q: 3 clusters Score -655733.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -655776.375000 Penalty: 4190.023926
	Iteration 9Q: 3 clusters Score -655776.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -655816.125000 Penalty: 4190.023926
	Iteration 10Q: 3 clusters Score -655816.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -655862.750000 Penalty: 4190.023926
	Iteration 11Q: 3 clusters Score -655862.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -655901.375000 Penalty: 4190.023926
	Iteration 12Q: 3 clusters Score -655901.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -655942.187500 Penalty: 4190.023926
	Iteration 13Q: 3 clusters Score -655942.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -655974.625000 Penalty: 4190.023926
	Iteration 14Q: 3 clusters Score -655974.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -656003.562500 Penalty: 4190.023926
	Iteration 15Q: 3 clusters Score -656003.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -656046.312500 Penalty: 4190.023926
	Iteration 16Q: 3 clusters Score -656046.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -656095.437500 Penalty: 4190.023926
	Iteration 17Q: 3 clusters Score -656095.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -656139.875000 Penalty: 4190.023926
	Iteration 18Q: 3 clusters Score -656139.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -656179.000000 Penalty: 4190.023926
	Iteration 19Q: 3 clusters Score -656179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -656212.375000 Penalty: 4190.023926
	Iteration 20F: 3 clusters Score -656212.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -656247.187500 Penalty: 4190.023926
	Iteration 21Q: 3 clusters Score -656247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -656280.562500 Penalty: 4190.023926
	Iteration 22Q: 3 clusters Score -656280.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -656309.250000 Penalty: 4190.023926
	Iteration 23Q: 3 clusters Score -656309.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -656337.062500 Penalty: 4190.023926
	Iteration 24Q: 3 clusters Score -656337.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -656368.812500 Penalty: 4190.023926
	Iteration 25Q: 3 clusters Score -656368.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -656401.625000 Penalty: 4190.023926
	Iteration 26Q: 3 clusters Score -656401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -656437.250000 Penalty: 4190.023926
	Iteration 27Q: 3 clusters Score -656437.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -656472.000000 Penalty: 4190.023926
	Iteration 28Q: 3 clusters Score -656472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -656502.500000 Penalty: 4190.023926
	Iteration 29Q: 3 clusters Score -656502.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -656522.937500 Penalty: 4190.023926
	Iteration 30Q: 3 clusters Score -656522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -656539.250000 Penalty: 4190.023926
	Iteration 31Q: 3 clusters Score -656539.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -656559.500000 Penalty: 4190.023926
	Iteration 32Q: 3 clusters Score -656559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -656570.437500 Penalty: 4190.023926
	Iteration 33Q: 3 clusters Score -656570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -656576.437500 Penalty: 4190.023926
	Iteration 34Q: 3 clusters Score -656576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -656579.750000 Penalty: 4190.023926
	Iteration 35Q: 3 clusters Score -656579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -656579.250000 Penalty: 4190.023926
	Iteration 36Q: 3 clusters Score -656579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -656581.562500 Penalty: 4190.023926
	Iteration 37Q: 3 clusters Score -656581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -656583.000000 Penalty: 4190.023926
	Iteration 38Q: 3 clusters Score -656583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -656584.437500 Penalty: 4190.023926
	Iteration 39Q: 3 clusters Score -656584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -656585.312500 Penalty: 4190.023926
	Iteration 40F: 3 clusters Score -656585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -656586.375000 Penalty: 4190.023926
	Iteration 41Q: 3 clusters Score -656586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -656586.375000 Penalty: 4190.023926
	Iteration 42F: 3 clusters Score -656586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -912196.187500 Penalty: 2211.958008
	Iteration 0F: 2 clusters Score -912196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -906074.250000 Penalty: 4423.916016
	Iteration 0F: 3 clusters Score -906074.2 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -907821.562500 Penalty: 4423.916016
	Iteration 1F: 3 clusters Score -907821.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -908231.625000 Penalty: 4423.916016
	Iteration 2F: 3 clusters Score -908231.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -908609.500000 Penalty: 4423.916016
	Iteration 3F: 3 clusters Score -908609.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -908900.750000 Penalty: 4423.916016
	Iteration 4F: 3 clusters Score -908900.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -909137.937500 Penalty: 4423.916016
	Iteration 5Q: 3 clusters Score -909137.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -909383.812500 Penalty: 4423.916016
	Iteration 6Q: 3 clusters Score -909383.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -909627.750000 Penalty: 4423.916016
	Iteration 7Q: 3 clusters Score -909627.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -909837.875000 Penalty: 4423.916016
	Iteration 8Q: 3 clusters Score -909837.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -910037.937500 Penalty: 4423.916016
	Iteration 9Q: 3 clusters Score -910037.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -910222.937500 Penalty: 4423.916016
	Iteration 10Q: 3 clusters Score -910222.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -910353.125000 Penalty: 4423.916016
	Iteration 11Q: 3 clusters Score -910353.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -910435.187500 Penalty: 4423.916016
	Iteration 12Q: 3 clusters Score -910435.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -910484.187500 Penalty: 4423.916016
	Iteration 13Q: 3 clusters Score -910484.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -910527.625000 Penalty: 4423.916016
	Iteration 14Q: 3 clusters Score -910527.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -910564.062500 Penalty: 4423.916016
	Iteration 15Q: 3 clusters Score -910564.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -910592.312500 Penalty: 4423.916016
	Iteration 16Q: 3 clusters Score -910592.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -910620.687500 Penalty: 4423.916016
	Iteration 17Q: 3 clusters Score -910620.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -910640.500000 Penalty: 4423.916016
	Iteration 18Q: 3 clusters Score -910640.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -910664.062500 Penalty: 4423.916016
	Iteration 19Q: 3 clusters Score -910664.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -910684.062500 Penalty: 4423.916016
	Iteration 20F: 3 clusters Score -910684.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -910700.625000 Penalty: 4423.916016
	Iteration 21Q: 3 clusters Score -910700.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -910719.625000 Penalty: 4423.916016
	Iteration 22Q: 3 clusters Score -910719.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -910731.000000 Penalty: 4423.916016
	Iteration 23Q: 3 clusters Score -910731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -910741.437500 Penalty: 4423.916016
	Iteration 24Q: 3 clusters Score -910741.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -910751.062500 Penalty: 4423.916016
	Iteration 25Q: 3 clusters Score -910751.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -910759.750000 Penalty: 4423.916016
	Iteration 26Q: 3 clusters Score -910759.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -910771.062500 Penalty: 4423.916016
	Iteration 27Q: 3 clusters Score -910771.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -910782.125000 Penalty: 4423.916016
	Iteration 28Q: 3 clusters Score -910782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -910793.875000 Penalty: 4423.916016
	Iteration 29Q: 3 clusters Score -910793.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -910801.625000 Penalty: 4423.916016
	Iteration 30Q: 3 clusters Score -910801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -910810.937500 Penalty: 4423.916016
	Iteration 31Q: 3 clusters Score -910810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -910817.187500 Penalty: 4423.916016
	Iteration 32Q: 3 clusters Score -910817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -910824.250000 Penalty: 4423.916016
	Iteration 33Q: 3 clusters Score -910824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -910830.500000 Penalty: 4423.916016
	Iteration 34Q: 3 clusters Score -910830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -910835.625000 Penalty: 4423.916016
	Iteration 35Q: 3 clusters Score -910835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -910836.625000 Penalty: 4423.916016
	Iteration 36Q: 3 clusters Score -910836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -910842.625000 Penalty: 4423.916016
	Iteration 37Q: 3 clusters Score -910842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -910846.375000 Penalty: 4423.916016
	Iteration 38Q: 3 clusters Score -910846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -910850.375000 Penalty: 4423.916016
	Iteration 39Q: 3 clusters Score -910850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -910851.375000 Penalty: 4423.916016
	Iteration 40F: 3 clusters Score -910851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -910852.250000 Penalty: 4423.916016
	Iteration 41Q: 3 clusters Score -910852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -910857.125000 Penalty: 4423.916016
	Iteration 42Q: 3 clusters Score -910857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -910859.250000 Penalty: 4423.916016
	Iteration 43Q: 3 clusters Score -910859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -910860.250000 Penalty: 4423.916016
	Iteration 44Q: 3 clusters Score -910860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -910862.187500 Penalty: 4423.916016
	Iteration 45Q: 3 clusters Score -910862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -910863.250000 Penalty: 4423.916016
	Iteration 46Q: 3 clusters Score -910863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -910865.500000 Penalty: 4423.916016
	Iteration 47Q: 3 clusters Score -910865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -910865.500000 Penalty: 4423.916016
	Iteration 48F: 3 clusters Score -910865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Entering Unmasked Estep 
Score: -23625574.000000 Penalty: 2995.590820
	Iteration 0F: 2 clusters Score -2.362557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -23517390.000000 Penalty: 5991.181641
	Iteration 0F: 3 clusters Score -2.351739e+07 nChanged 84519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -23566896.000000 Penalty: 5991.181641
	Iteration 1F: 3 clusters Score -2.35669e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -23567732.000000 Penalty: 5991.181641
	Iteration 2Q: 3 clusters Score -2.356773e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -23569362.000000 Penalty: 5991.181641
	Iteration 3Q: 3 clusters Score -2.356936e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -23571946.000000 Penalty: 5991.181641
	Iteration 4Q: 3 clusters Score -2.357195e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -23576034.000000 Penalty: 5991.181641
	Iteration 5Q: 3 clusters Score -2.357603e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -23582460.000000 Penalty: 5991.181641
	Iteration 6F: 3 clusters Score -2.358246e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -23590660.000000 Penalty: 5991.181641
	Iteration 7F: 3 clusters Score -2.359066e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -23599120.000000 Penalty: 5991.181641
	Iteration 8F: 3 clusters Score -2.359912e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -23605568.000000 Penalty: 5991.181641
	Iteration 9F: 3 clusters Score -2.360557e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -23609946.000000 Penalty: 5991.181641
	Iteration 10F: 3 clusters Score -2.360995e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -23612164.000000 Penalty: 5991.181641
	Iteration 11Q: 3 clusters Score -2.361216e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -23613392.000000 Penalty: 5991.181641
	Iteration 12Q: 3 clusters Score -2.361339e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -23614146.000000 Penalty: 5991.181641
	Iteration 13Q: 3 clusters Score -2.361415e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -23614586.000000 Penalty: 5991.181641
	Iteration 14Q: 3 clusters Score -2.361459e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -23614936.000000 Penalty: 5991.181641
	Iteration 15Q: 3 clusters Score -2.361494e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -23615280.000000 Penalty: 5991.181641
	Iteration 16Q: 3 clusters Score -2.361528e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -23615696.000000 Penalty: 5991.181641
	Iteration 17Q: 3 clusters Score -2.36157e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -23616104.000000 Penalty: 5991.181641
	Iteration 18Q: 3 clusters Score -2.36161e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -23616566.000000 Penalty: 5991.181641
	Iteration 19Q: 3 clusters Score -2.361657e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -23617112.000000 Penalty: 5991.181641
	Iteration 20F: 3 clusters Score -2.361711e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -23617676.000000 Penalty: 5991.181641
	Iteration 21Q: 3 clusters Score -2.361768e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -23618210.000000 Penalty: 5991.181641
	Iteration 22Q: 3 clusters Score -2.361821e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -23618814.000000 Penalty: 5991.181641
	Iteration 23Q: 3 clusters Score -2.361881e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -23619336.000000 Penalty: 5991.181641
	Iteration 24Q: 3 clusters Score -2.361934e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -23619828.000000 Penalty: 5991.181641
	Iteration 25Q: 3 clusters Score -2.361983e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -23620258.000000 Penalty: 5991.181641
	Iteration 26Q: 3 clusters Score -2.362026e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -23620660.000000 Penalty: 5991.181641
	Iteration 27Q: 3 clusters Score -2.362066e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -23620896.000000 Penalty: 5991.181641
	Iteration 28Q: 3 clusters Score -2.36209e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -23621080.000000 Penalty: 5991.181641
	Iteration 29Q: 3 clusters Score -2.362108e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -23621206.000000 Penalty: 5991.181641
	Iteration 30Q: 3 clusters Score -2.362121e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -23621264.000000 Penalty: 5991.181641
	Iteration 31Q: 3 clusters Score -2.362126e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -23621318.000000 Penalty: 5991.181641
	Iteration 32Q: 3 clusters Score -2.362132e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -23621368.000000 Penalty: 5991.181641
	Iteration 33Q: 3 clusters Score -2.362137e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -23621430.000000 Penalty: 5991.181641
	Iteration 34Q: 3 clusters Score -2.362143e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -23621450.000000 Penalty: 5991.181641
	Iteration 35Q: 3 clusters Score -2.362145e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -23621436.000000 Penalty: 5991.181641
	Iteration 36Q: 3 clusters Score -2.362144e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -23621476.000000 Penalty: 5991.181641
	Iteration 37Q: 3 clusters Score -2.362148e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -23621482.000000 Penalty: 5991.181641
	Iteration 38Q: 3 clusters Score -2.362148e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -23621496.000000 Penalty: 5991.181641
	Iteration 39Q: 3 clusters Score -2.36215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -23621494.000000 Penalty: 5991.181641
	Iteration 40F: 3 clusters Score -2.362149e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -23621558.000000 Penalty: 5991.181641
	Iteration 41Q: 3 clusters Score -2.362156e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -23621574.000000 Penalty: 5991.181641
	Iteration 42Q: 3 clusters Score -2.362157e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -23621536.000000 Penalty: 5991.181641
	Iteration 43Q: 3 clusters Score -2.362154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -23621524.000000 Penalty: 5991.181641
	Iteration 44Q: 3 clusters Score -2.362152e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -23621528.000000 Penalty: 5991.181641
	Iteration 45Q: 3 clusters Score -2.362153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -23621552.000000 Penalty: 5991.181641
	Iteration 46Q: 3 clusters Score -2.362155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -23621578.000000 Penalty: 5991.181641
	Iteration 47Q: 3 clusters Score -2.362158e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -23621586.000000 Penalty: 5991.181641
	Iteration 48Q: 3 clusters Score -2.362159e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -23621590.000000 Penalty: 5991.181641
	Iteration 49Q: 3 clusters Score -2.362159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -23621620.000000 Penalty: 5991.181641
	Iteration 50Q: 3 clusters Score -2.362162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -23621634.000000 Penalty: 5991.181641
	Iteration 51Q: 3 clusters Score -2.362163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -23621620.000000 Penalty: 5991.181641
	Iteration 52Q: 3 clusters Score -2.362162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -23621604.000000 Penalty: 5991.181641
	Iteration 53Q: 3 clusters Score -2.36216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -23621626.000000 Penalty: 5991.181641
	Iteration 54Q: 3 clusters Score -2.362163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -23621630.000000 Penalty: 5991.181641
	Iteration 55Q: 3 clusters Score -2.362163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -23621660.000000 Penalty: 5991.181641
	Iteration 56Q: 3 clusters Score -2.362166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -23621644.000000 Penalty: 5991.181641
	Iteration 57Q: 3 clusters Score -2.362164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -23621662.000000 Penalty: 5991.181641
	Iteration 58Q: 3 clusters Score -2.362166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -23621648.000000 Penalty: 5991.181641
	Iteration 59Q: 3 clusters Score -2.362165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -23621632.000000 Penalty: 5991.181641
	Iteration 60F: 3 clusters Score -2.362163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -23621652.000000 Penalty: 5991.181641
	Iteration 61Q: 3 clusters Score -2.362165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -23621670.000000 Penalty: 5991.181641
	Iteration 62Q: 3 clusters Score -2.362167e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -23621692.000000 Penalty: 5991.181641
	Iteration 63Q: 3 clusters Score -2.362169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -23621678.000000 Penalty: 5991.181641
	Iteration 64Q: 3 clusters Score -2.362168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -23621690.000000 Penalty: 5991.181641
	Iteration 65Q: 3 clusters Score -2.362169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -23621640.000000 Penalty: 5991.181641
	Iteration 66Q: 3 clusters Score -2.362164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -23621656.000000 Penalty: 5991.181641
	Iteration 67Q: 3 clusters Score -2.362166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -23621650.000000 Penalty: 5991.181641
	Iteration 68Q: 3 clusters Score -2.362165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -23621654.000000 Penalty: 5991.181641
	Iteration 69Q: 3 clusters Score -2.362165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -23621646.000000 Penalty: 5991.181641
	Iteration 70Q: 3 clusters Score -2.362165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -23621660.000000 Penalty: 5991.181641
	Iteration 71Q: 3 clusters Score -2.362166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -23621680.000000 Penalty: 5991.181641
	Iteration 72Q: 3 clusters Score -2.362168e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -23621676.000000 Penalty: 5991.181641
	Iteration 73Q: 3 clusters Score -2.362168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -23621670.000000 Penalty: 5991.181641
	Iteration 74Q: 3 clusters Score -2.362167e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -23621686.000000 Penalty: 5991.181641
	Iteration 75Q: 3 clusters Score -2.362169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -23621688.000000 Penalty: 5991.181641
	Iteration 76Q: 3 clusters Score -2.362169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -23621702.000000 Penalty: 5991.181641
	Iteration 77Q: 3 clusters Score -2.36217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -23621688.000000 Penalty: 5991.181641
	Iteration 78Q: 3 clusters Score -2.362169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -23621694.000000 Penalty: 5991.181641
	Iteration 79Q: 3 clusters Score -2.362169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -23621686.000000 Penalty: 5991.181641
	Iteration 80F: 3 clusters Score -2.362169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -23621688.000000 Penalty: 5991.181641
	Iteration 81Q: 3 clusters Score -2.362169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -23621662.000000 Penalty: 5991.181641
	Iteration 82Q: 3 clusters Score -2.362166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -23621662.000000 Penalty: 5991.181641
	Iteration 83Q: 3 clusters Score -2.362166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -23621668.000000 Penalty: 5991.181641
	Iteration 84Q: 3 clusters Score -2.362167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -23621676.000000 Penalty: 5991.181641
	Iteration 85Q: 3 clusters Score -2.362168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -23621696.000000 Penalty: 5991.181641
	Iteration 86Q: 3 clusters Score -2.36217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -23621682.000000 Penalty: 5991.181641
	Iteration 87Q: 3 clusters Score -2.362168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -23621710.000000 Penalty: 5991.181641
	Iteration 88Q: 3 clusters Score -2.362171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -23621712.000000 Penalty: 5991.181641
	Iteration 89Q: 3 clusters Score -2.362171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -23621702.000000 Penalty: 5991.181641
	Iteration 90Q: 3 clusters Score -2.36217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -23621696.000000 Penalty: 5991.181641
	Iteration 91Q: 3 clusters Score -2.36217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -23621714.000000 Penalty: 5991.181641
	Iteration 92Q: 3 clusters Score -2.362171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -23621714.000000 Penalty: 5991.181641
	Iteration 93Q: 3 clusters Score -2.362171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -23621724.000000 Penalty: 5991.181641
	Iteration 94Q: 3 clusters Score -2.362172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -23621710.000000 Penalty: 5991.181641
	Iteration 95Q: 3 clusters Score -2.362171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -23621714.000000 Penalty: 5991.181641
	Iteration 96Q: 3 clusters Score -2.362171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -23621736.000000 Penalty: 5991.181641
	Iteration 97Q: 3 clusters Score -2.362174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -23621736.000000 Penalty: 5991.181641
	Iteration 98Q: 3 clusters Score -2.362174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -23621742.000000 Penalty: 5991.181641
	Iteration 99Q: 3 clusters Score -2.362174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -23621738.000000 Penalty: 5991.181641
	Iteration 100F: 3 clusters Score -2.362174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -23621730.000000 Penalty: 5991.181641
	Iteration 101Q: 3 clusters Score -2.362173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -23621728.000000 Penalty: 5991.181641
	Iteration 102Q: 3 clusters Score -2.362173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -23621744.000000 Penalty: 5991.181641
	Iteration 103Q: 3 clusters Score -2.362174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -23621734.000000 Penalty: 5991.181641
	Iteration 104Q: 3 clusters Score -2.362173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -23621736.000000 Penalty: 5991.181641
	Iteration 105Q: 3 clusters Score -2.362174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -23621736.000000 Penalty: 5991.181641
	Iteration 106Q: 3 clusters Score -2.362174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -23621758.000000 Penalty: 5991.181641
	Iteration 107Q: 3 clusters Score -2.362176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -23621742.000000 Penalty: 5991.181641
	Iteration 108Q: 3 clusters Score -2.362174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -23621736.000000 Penalty: 5991.181641
	Iteration 109Q: 3 clusters Score -2.362174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -23621740.000000 Penalty: 5991.181641
	Iteration 110Q: 3 clusters Score -2.362174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -23621746.000000 Penalty: 5991.181641
	Iteration 111Q: 3 clusters Score -2.362175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -23621744.000000 Penalty: 5991.181641
	Iteration 112Q: 3 clusters Score -2.362174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -23621742.000000 Penalty: 5991.181641
	Iteration 113Q: 3 clusters Score -2.362174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -23621734.000000 Penalty: 5991.181641
	Iteration 114Q: 3 clusters Score -2.362173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -23621728.000000 Penalty: 5991.181641
	Iteration 115Q: 3 clusters Score -2.362173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -23621720.000000 Penalty: 5991.181641
	Iteration 116Q: 3 clusters Score -2.362172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 94590 members 
Entering Unmasked Estep 
Score: -23621738.000000 Penalty: 5991.181641
	Iteration 117Q: 3 clusters Score -2.362174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -23621732.000000 Penalty: 5991.181641
	Iteration 118Q: 3 clusters Score -2.362173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -23621734.000000 Penalty: 5991.181641
	Iteration 119Q: 3 clusters Score -2.362173e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -23621738.000000 Penalty: 5991.181641
	Iteration 120F: 3 clusters Score -2.362174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -23621752.000000 Penalty: 5991.181641
	Iteration 121Q: 3 clusters Score -2.362175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -23621774.000000 Penalty: 5991.181641
	Iteration 122Q: 3 clusters Score -2.362177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -23621782.000000 Penalty: 5991.181641
	Iteration 123Q: 3 clusters Score -2.362178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -23621770.000000 Penalty: 5991.181641
	Iteration 124Q: 3 clusters Score -2.362177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -23621780.000000 Penalty: 5991.181641
	Iteration 125Q: 3 clusters Score -2.362178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -23621774.000000 Penalty: 5991.181641
	Iteration 126Q: 3 clusters Score -2.362177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -23621762.000000 Penalty: 5991.181641
	Iteration 127Q: 3 clusters Score -2.362176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -23621788.000000 Penalty: 5991.181641
	Iteration 128Q: 3 clusters Score -2.362179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -23621780.000000 Penalty: 5991.181641
	Iteration 129Q: 3 clusters Score -2.362178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -23621790.000000 Penalty: 5991.181641
	Iteration 130Q: 3 clusters Score -2.362179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -23621806.000000 Penalty: 5991.181641
	Iteration 131Q: 3 clusters Score -2.362181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -23621794.000000 Penalty: 5991.181641
	Iteration 132Q: 3 clusters Score -2.362179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -23621794.000000 Penalty: 5991.181641
	Iteration 133Q: 3 clusters Score -2.362179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -23621802.000000 Penalty: 5991.181641
	Iteration 134Q: 3 clusters Score -2.36218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -23621792.000000 Penalty: 5991.181641
	Iteration 135Q: 3 clusters Score -2.362179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -23621770.000000 Penalty: 5991.181641
	Iteration 136Q: 3 clusters Score -2.362177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -23621784.000000 Penalty: 5991.181641
	Iteration 137Q: 3 clusters Score -2.362178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 5991.181641
	Iteration 138Q: 3 clusters Score -2.36218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 5991.181641
	Iteration 139Q: 3 clusters Score -2.36218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -23621790.000000 Penalty: 5991.181641
	Iteration 140F: 3 clusters Score -2.362179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -23621780.000000 Penalty: 5991.181641
	Iteration 141Q: 3 clusters Score -2.362178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -23621774.000000 Penalty: 5991.181641
	Iteration 142Q: 3 clusters Score -2.362177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -23621786.000000 Penalty: 5991.181641
	Iteration 143Q: 3 clusters Score -2.362179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -23621786.000000 Penalty: 5991.181641
	Iteration 144Q: 3 clusters Score -2.362179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -23621782.000000 Penalty: 5991.181641
	Iteration 145Q: 3 clusters Score -2.362178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -23621796.000000 Penalty: 5991.181641
	Iteration 146Q: 3 clusters Score -2.36218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -23621796.000000 Penalty: 5991.181641
	Iteration 147Q: 3 clusters Score -2.36218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -23621802.000000 Penalty: 5991.181641
	Iteration 148Q: 3 clusters Score -2.36218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -23621802.000000 Penalty: 5991.181641
	Iteration 149Q: 3 clusters Score -2.36218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -23621796.000000 Penalty: 5991.181641
	Iteration 150Q: 3 clusters Score -2.36218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -23621810.000000 Penalty: 5991.181641
	Iteration 151Q: 3 clusters Score -2.362181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -23621790.000000 Penalty: 5991.181641
	Iteration 152Q: 3 clusters Score -2.362179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -23621806.000000 Penalty: 5991.181641
	Iteration 153Q: 3 clusters Score -2.362181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -23621814.000000 Penalty: 5991.181641
	Iteration 154Q: 3 clusters Score -2.362181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 5991.181641
	Iteration 155Q: 3 clusters Score -2.36218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -23621800.000000 Penalty: 5991.181641
	Iteration 156Q: 3 clusters Score -2.36218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23621816.000000 Penalty: 5991.181641
	Iteration 157Q: 3 clusters Score -2.362182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 5991.181641
	Iteration 158Q: 3 clusters Score -2.36218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -23621776.000000 Penalty: 5991.181641
	Iteration 159Q: 3 clusters Score -2.362178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -23621780.000000 Penalty: 5991.181641
	Iteration 160F: 3 clusters Score -2.362178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -23621780.000000 Penalty: 5991.181641
	Iteration 161Q: 3 clusters Score -2.362178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 5991.181641
	Iteration 162Q: 3 clusters Score -2.36218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -23621818.000000 Penalty: 5991.181641
	Iteration 163Q: 3 clusters Score -2.362182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -23621808.000000 Penalty: 5991.181641
	Iteration 164Q: 3 clusters Score -2.362181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -23621808.000000 Penalty: 5991.181641
	Iteration 165Q: 3 clusters Score -2.362181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -23621830.000000 Penalty: 5991.181641
	Iteration 166Q: 3 clusters Score -2.362183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -23621824.000000 Penalty: 5991.181641
	Iteration 167Q: 3 clusters Score -2.362182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -23621832.000000 Penalty: 5991.181641
	Iteration 168Q: 3 clusters Score -2.362183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -23621850.000000 Penalty: 5991.181641
	Iteration 169Q: 3 clusters Score -2.362185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -23621850.000000 Penalty: 5991.181641
	Iteration 170Q: 3 clusters Score -2.362185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -23621854.000000 Penalty: 5991.181641
	Iteration 171Q: 3 clusters Score -2.362185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -23621836.000000 Penalty: 5991.181641
	Iteration 172Q: 3 clusters Score -2.362184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -23621838.000000 Penalty: 5991.181641
	Iteration 173Q: 3 clusters Score -2.362184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -23621836.000000 Penalty: 5991.181641
	Iteration 174Q: 3 clusters Score -2.362184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -23621822.000000 Penalty: 5991.181641
	Iteration 175Q: 3 clusters Score -2.362182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -23621816.000000 Penalty: 5991.181641
	Iteration 176Q: 3 clusters Score -2.362182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -23621810.000000 Penalty: 5991.181641
	Iteration 177Q: 3 clusters Score -2.362181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -23621814.000000 Penalty: 5991.181641
	Iteration 178Q: 3 clusters Score -2.362181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -23621822.000000 Penalty: 5991.181641
	Iteration 179Q: 3 clusters Score -2.362182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -23621820.000000 Penalty: 5991.181641
	Iteration 180F: 3 clusters Score -2.362182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -23621826.000000 Penalty: 5991.181641
	Iteration 181Q: 3 clusters Score -2.362183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -23621816.000000 Penalty: 5991.181641
	Iteration 182Q: 3 clusters Score -2.362182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -23621834.000000 Penalty: 5991.181641
	Iteration 183Q: 3 clusters Score -2.362183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -23621818.000000 Penalty: 5991.181641
	Iteration 184Q: 3 clusters Score -2.362182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -23621832.000000 Penalty: 5991.181641
	Iteration 185Q: 3 clusters Score -2.362183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -23621832.000000 Penalty: 5991.181641
	Iteration 186Q: 3 clusters Score -2.362183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -23621832.000000 Penalty: 5991.181641
	Iteration 187Q: 3 clusters Score -2.362183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -23621818.000000 Penalty: 5991.181641
	Iteration 188Q: 3 clusters Score -2.362182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -23621822.000000 Penalty: 5991.181641
	Iteration 189Q: 3 clusters Score -2.362182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -23621826.000000 Penalty: 5991.181641
	Iteration 190Q: 3 clusters Score -2.362183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -23621806.000000 Penalty: 5991.181641
	Iteration 191Q: 3 clusters Score -2.362181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -23621822.000000 Penalty: 5991.181641
	Iteration 192Q: 3 clusters Score -2.362182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -23621822.000000 Penalty: 5991.181641
	Iteration 193Q: 3 clusters Score -2.362182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -23621838.000000 Penalty: 5991.181641
	Iteration 194Q: 3 clusters Score -2.362184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -23621870.000000 Penalty: 5991.181641
	Iteration 195Q: 3 clusters Score -2.362187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -23621876.000000 Penalty: 5991.181641
	Iteration 196Q: 3 clusters Score -2.362188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -23621868.000000 Penalty: 5991.181641
	Iteration 197Q: 3 clusters Score -2.362187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -23621866.000000 Penalty: 5991.181641
	Iteration 198Q: 3 clusters Score -2.362187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -23621862.000000 Penalty: 5991.181641
	Iteration 199Q: 3 clusters Score -2.362186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -23621868.000000 Penalty: 5991.181641
	Iteration 200F: 3 clusters Score -2.362187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -23621860.000000 Penalty: 5991.181641
	Iteration 201Q: 3 clusters Score -2.362186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -23621850.000000 Penalty: 5991.181641
	Iteration 202Q: 3 clusters Score -2.362185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -23621844.000000 Penalty: 5991.181641
	Iteration 203Q: 3 clusters Score -2.362184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -23621844.000000 Penalty: 5991.181641
	Iteration 204F: 3 clusters Score -2.362184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116736.976562 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117042.609375 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117042.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117127.703125 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117160.148438 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -117160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117169.382812 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117181.570312 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117199.187500 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117209.750000 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117216.203125 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -117216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117222.632812 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -117222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117225.117188 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -117225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117226.007812 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -117226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117227.125000 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -117227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117229.015625 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -117229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117229.421875 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -117229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117229.742188 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -117229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117229.742188 Penalty: 3388.113770
	Iteration 16F: 3 clusters Score -117229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -943737.875000 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -943737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -937848.312500 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -937848.3 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -939482.750000 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -939482.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -939905.250000 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -939905.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -940301.187500 Penalty: 4401.795898
	Iteration 3F: 3 clusters Score -940301.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -940677.687500 Penalty: 4401.795898
	Iteration 4F: 3 clusters Score -940677.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -941053.375000 Penalty: 4401.795898
	Iteration 5F: 3 clusters Score -941053.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -941348.437500 Penalty: 4401.795898
	Iteration 6F: 3 clusters Score -941348.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -941555.937500 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -941555.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -941662.500000 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -941662.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -941716.875000 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -941716.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -941741.000000 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -941741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -941758.812500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -941758.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -941783.812500 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -941783.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -941799.437500 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -941799.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -941810.750000 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -941810.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -941818.125000 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -941818.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -941824.187500 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -941824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -941829.250000 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -941829.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -941835.062500 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -941835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -941836.812500 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -941836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -941838.250000 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -941838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -941838.375000 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -941838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -941840.937500 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -941840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -941841.062500 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -941841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -941841.062500 Penalty: 4401.795898
	Iteration 24F: 3 clusters Score -941841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Entering Unmasked Estep 
Score: -14934813.000000 Penalty: 2898.883057
	Iteration 0F: 2 clusters Score -1.493481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -14855174.000000 Penalty: 5797.766113
	Iteration 0F: 3 clusters Score -1.485517e+07 nChanged 56565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -14887871.000000 Penalty: 5797.766113
	Iteration 1F: 3 clusters Score -1.488787e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -14889030.000000 Penalty: 5797.766113
	Iteration 2Q: 3 clusters Score -1.488903e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -14890577.000000 Penalty: 5797.766113
	Iteration 3Q: 3 clusters Score -1.489058e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -14892449.000000 Penalty: 5797.766113
	Iteration 4Q: 3 clusters Score -1.489245e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -14894612.000000 Penalty: 5797.766113
	Iteration 5Q: 3 clusters Score -1.489461e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -14896962.000000 Penalty: 5797.766113
	Iteration 6Q: 3 clusters Score -1.489696e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -14899525.000000 Penalty: 5797.766113
	Iteration 7Q: 3 clusters Score -1.489952e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -14902180.000000 Penalty: 5797.766113
	Iteration 8Q: 3 clusters Score -1.490218e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -14905148.000000 Penalty: 5797.766113
	Iteration 9F: 3 clusters Score -1.490515e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -14908517.000000 Penalty: 5797.766113
	Iteration 10F: 3 clusters Score -1.490852e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -14911827.000000 Penalty: 5797.766113
	Iteration 11Q: 3 clusters Score -1.491183e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -14914211.000000 Penalty: 5797.766113
	Iteration 12Q: 3 clusters Score -1.491421e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -14915647.000000 Penalty: 5797.766113
	Iteration 13Q: 3 clusters Score -1.491565e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -14916263.000000 Penalty: 5797.766113
	Iteration 14Q: 3 clusters Score -1.491626e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -14916578.000000 Penalty: 5797.766113
	Iteration 15Q: 3 clusters Score -1.491658e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -14916777.000000 Penalty: 5797.766113
	Iteration 16Q: 3 clusters Score -1.491678e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -14916964.000000 Penalty: 5797.766113
	Iteration 17Q: 3 clusters Score -1.491696e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -14917083.000000 Penalty: 5797.766113
	Iteration 18Q: 3 clusters Score -1.491708e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -14917191.000000 Penalty: 5797.766113
	Iteration 19Q: 3 clusters Score -1.491719e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -14917359.000000 Penalty: 5797.766113
	Iteration 20F: 3 clusters Score -1.491736e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -14917463.000000 Penalty: 5797.766113
	Iteration 21Q: 3 clusters Score -1.491746e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -14917646.000000 Penalty: 5797.766113
	Iteration 22Q: 3 clusters Score -1.491765e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -14917731.000000 Penalty: 5797.766113
	Iteration 23Q: 3 clusters Score -1.491773e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -14917845.000000 Penalty: 5797.766113
	Iteration 24Q: 3 clusters Score -1.491784e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -14917978.000000 Penalty: 5797.766113
	Iteration 25Q: 3 clusters Score -1.491798e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -14918141.000000 Penalty: 5797.766113
	Iteration 26Q: 3 clusters Score -1.491814e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -14918282.000000 Penalty: 5797.766113
	Iteration 27Q: 3 clusters Score -1.491828e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -14918464.000000 Penalty: 5797.766113
	Iteration 28Q: 3 clusters Score -1.491846e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -14918661.000000 Penalty: 5797.766113
	Iteration 29Q: 3 clusters Score -1.491866e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -14918780.000000 Penalty: 5797.766113
	Iteration 30Q: 3 clusters Score -1.491878e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -14918961.000000 Penalty: 5797.766113
	Iteration 31Q: 3 clusters Score -1.491896e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -14919147.000000 Penalty: 5797.766113
	Iteration 32Q: 3 clusters Score -1.491915e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -14919398.000000 Penalty: 5797.766113
	Iteration 33Q: 3 clusters Score -1.49194e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -14919711.000000 Penalty: 5797.766113
	Iteration 34Q: 3 clusters Score -1.491971e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -14920055.000000 Penalty: 5797.766113
	Iteration 35Q: 3 clusters Score -1.492006e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -14920329.000000 Penalty: 5797.766113
	Iteration 36Q: 3 clusters Score -1.492033e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -14920778.000000 Penalty: 5797.766113
	Iteration 37Q: 3 clusters Score -1.492078e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -14921275.000000 Penalty: 5797.766113
	Iteration 38Q: 3 clusters Score -1.492128e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -14921779.000000 Penalty: 5797.766113
	Iteration 39Q: 3 clusters Score -1.492178e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -14922174.000000 Penalty: 5797.766113
	Iteration 40F: 3 clusters Score -1.492217e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -14922609.000000 Penalty: 5797.766113
	Iteration 41Q: 3 clusters Score -1.492261e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -14923175.000000 Penalty: 5797.766113
	Iteration 42Q: 3 clusters Score -1.492318e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -14923706.000000 Penalty: 5797.766113
	Iteration 43Q: 3 clusters Score -1.492371e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -14924240.000000 Penalty: 5797.766113
	Iteration 44Q: 3 clusters Score -1.492424e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -14924945.000000 Penalty: 5797.766113
	Iteration 45Q: 3 clusters Score -1.492494e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -14925587.000000 Penalty: 5797.766113
	Iteration 46Q: 3 clusters Score -1.492559e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -14926219.000000 Penalty: 5797.766113
	Iteration 47Q: 3 clusters Score -1.492622e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -14926862.000000 Penalty: 5797.766113
	Iteration 48Q: 3 clusters Score -1.492686e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -14927523.000000 Penalty: 5797.766113
	Iteration 49Q: 3 clusters Score -1.492752e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -14928123.000000 Penalty: 5797.766113
	Iteration 50Q: 3 clusters Score -1.492812e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -14928782.000000 Penalty: 5797.766113
	Iteration 51Q: 3 clusters Score -1.492878e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -14929424.000000 Penalty: 5797.766113
	Iteration 52Q: 3 clusters Score -1.492942e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -14930002.000000 Penalty: 5797.766113
	Iteration 53Q: 3 clusters Score -1.493e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -14930627.000000 Penalty: 5797.766113
	Iteration 54Q: 3 clusters Score -1.493063e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113284 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -14931118.000000 Penalty: 5797.766113
	Iteration 55Q: 3 clusters Score -1.493112e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -14931462.000000 Penalty: 5797.766113
	Iteration 56Q: 3 clusters Score -1.493146e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -14931811.000000 Penalty: 5797.766113
	Iteration 57Q: 3 clusters Score -1.493181e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -14932101.000000 Penalty: 5797.766113
	Iteration 58Q: 3 clusters Score -1.49321e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -14932255.000000 Penalty: 5797.766113
	Iteration 59Q: 3 clusters Score -1.493226e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -14932419.000000 Penalty: 5797.766113
	Iteration 60F: 3 clusters Score -1.493242e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14932551.000000 Penalty: 5797.766113
	Iteration 61Q: 3 clusters Score -1.493255e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -14932616.000000 Penalty: 5797.766113
	Iteration 62Q: 3 clusters Score -1.493262e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -14932744.000000 Penalty: 5797.766113
	Iteration 63Q: 3 clusters Score -1.493274e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -14932836.000000 Penalty: 5797.766113
	Iteration 64Q: 3 clusters Score -1.493284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -14932904.000000 Penalty: 5797.766113
	Iteration 65Q: 3 clusters Score -1.49329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -14932912.000000 Penalty: 5797.766113
	Iteration 66Q: 3 clusters Score -1.493291e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -14932941.000000 Penalty: 5797.766113
	Iteration 67Q: 3 clusters Score -1.493294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -14932923.000000 Penalty: 5797.766113
	Iteration 68Q: 3 clusters Score -1.493292e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14932924.000000 Penalty: 5797.766113
	Iteration 69Q: 3 clusters Score -1.493292e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14932935.000000 Penalty: 5797.766113
	Iteration 70Q: 3 clusters Score -1.493294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117570 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14932938.000000 Penalty: 5797.766113
	Iteration 71Q: 3 clusters Score -1.493294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -14932950.000000 Penalty: 5797.766113
	Iteration 72Q: 3 clusters Score -1.493295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117608 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -14932951.000000 Penalty: 5797.766113
	Iteration 73Q: 3 clusters Score -1.493295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14932965.000000 Penalty: 5797.766113
	Iteration 74Q: 3 clusters Score -1.493296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117640 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14932957.000000 Penalty: 5797.766113
	Iteration 75Q: 3 clusters Score -1.493296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14932969.000000 Penalty: 5797.766113
	Iteration 76Q: 3 clusters Score -1.493297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14932967.000000 Penalty: 5797.766113
	Iteration 77Q: 3 clusters Score -1.493297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14932962.000000 Penalty: 5797.766113
	Iteration 78Q: 3 clusters Score -1.493296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -14932973.000000 Penalty: 5797.766113
	Iteration 79Q: 3 clusters Score -1.493297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117703 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14932972.000000 Penalty: 5797.766113
	Iteration 80F: 3 clusters Score -1.493297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14932981.000000 Penalty: 5797.766113
	Iteration 81Q: 3 clusters Score -1.493298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14932983.000000 Penalty: 5797.766113
	Iteration 82Q: 3 clusters Score -1.493298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14932990.000000 Penalty: 5797.766113
	Iteration 83Q: 3 clusters Score -1.493299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14932994.000000 Penalty: 5797.766113
	Iteration 84Q: 3 clusters Score -1.493299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -14933002.000000 Penalty: 5797.766113
	Iteration 85Q: 3 clusters Score -1.4933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14933003.000000 Penalty: 5797.766113
	Iteration 86Q: 3 clusters Score -1.4933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117722 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14933006.000000 Penalty: 5797.766113
	Iteration 87Q: 3 clusters Score -1.493301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14933003.000000 Penalty: 5797.766113
	Iteration 88Q: 3 clusters Score -1.4933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14933001.000000 Penalty: 5797.766113
	Iteration 89Q: 3 clusters Score -1.4933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14933002.000000 Penalty: 5797.766113
	Iteration 90Q: 3 clusters Score -1.4933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14933002.000000 Penalty: 5797.766113
	Iteration 91Q: 3 clusters Score -1.4933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14932991.000000 Penalty: 5797.766113
	Iteration 92Q: 3 clusters Score -1.493299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14932988.000000 Penalty: 5797.766113
	Iteration 93Q: 3 clusters Score -1.493299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14932985.000000 Penalty: 5797.766113
	Iteration 94Q: 3 clusters Score -1.493298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14932987.000000 Penalty: 5797.766113
	Iteration 95Q: 3 clusters Score -1.493299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14932987.000000 Penalty: 5797.766113
	Iteration 96F: 3 clusters Score -1.493299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61525.000000 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61782.140625 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61782.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61866.738281 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61866.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61919.628906 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61919.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61962.578125 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61962.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61976.429688 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61976.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61986.347656 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61986.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61995.468750 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61995.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61998.148438 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61998.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61998.148438 Penalty: 3101.899170
	Iteration 9F: 3 clusters Score -61998.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1349324.000000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1349324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1341079.625000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1341080 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1344155.625000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1344156 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1345086.875000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1345087 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1345887.000000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1345887 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1346461.000000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1346461 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1346848.250000 Penalty: 4618.435059
	Iteration 5F: 3 clusters Score -1346848 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1347095.250000 Penalty: 4618.435059
	Iteration 6Q: 3 clusters Score -1347095 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1347276.375000 Penalty: 4618.435059
	Iteration 7Q: 3 clusters Score -1347276 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1347413.500000 Penalty: 4618.435059
	Iteration 8Q: 3 clusters Score -1347414 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1347525.750000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1347526 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1347605.625000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1347606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1347658.375000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1347658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1347717.750000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1347718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1347759.250000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1347759 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1347807 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1347832.500000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1347832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1347870.875000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1347871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1347899.000000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1347899 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1347932.375000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1347932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1347962.000000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1347962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1347995.000000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1347995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1348025.500000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1348026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1348041.625000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1348042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1348061.125000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1348061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1348086.375000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1348086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1348110.625000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1348111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1348135.000000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1348135 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1348161.250000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1348161 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1348188.375000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1348188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1348216.250000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1348216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1348258.625000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1348259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1348313.750000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1348314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1348373.125000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1348373 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1348427.625000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1348428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1348489.875000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1348490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1348536.875000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1348537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1348582.500000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1348582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1348633.750000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1348634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1348679.250000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1348679 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1348720.000000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1348720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1348766.625000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1348767 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1348824.250000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1348824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1348871.500000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1348872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1348910.500000 Penalty: 4618.435059
	Iteration 43Q: 3 clusters Score -1348910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1348940.000000 Penalty: 4618.435059
	Iteration 44Q: 3 clusters Score -1348940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1348983.500000 Penalty: 4618.435059
	Iteration 45Q: 3 clusters Score -1348984 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1349040.000000 Penalty: 4618.435059
	Iteration 46Q: 3 clusters Score -1349040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1349101.625000 Penalty: 4618.435059
	Iteration 47Q: 3 clusters Score -1349102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1349173.375000 Penalty: 4618.435059
	Iteration 48Q: 3 clusters Score -1349173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1349223.500000 Penalty: 4618.435059
	Iteration 49Q: 3 clusters Score -1349224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1349262.625000 Penalty: 4618.435059
	Iteration 50Q: 3 clusters Score -1349263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1349296.750000 Penalty: 4618.435059
	Iteration 51Q: 3 clusters Score -1349297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1349316.500000 Penalty: 4618.435059
	Iteration 52Q: 3 clusters Score -1349316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1349335.250000 Penalty: 4618.435059
	Iteration 53Q: 3 clusters Score -1349335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1349344.125000 Penalty: 4618.435059
	Iteration 54Q: 3 clusters Score -1349344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1349351.875000 Penalty: 4618.435059
	Iteration 55Q: 3 clusters Score -1349352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1349357.375000 Penalty: 4618.435059
	Iteration 56Q: 3 clusters Score -1349357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1349361.875000 Penalty: 4618.435059
	Iteration 57Q: 3 clusters Score -1349362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1349368.500000 Penalty: 4618.435059
	Iteration 58Q: 3 clusters Score -1349368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1349368.375000 Penalty: 4618.435059
	Iteration 59Q: 3 clusters Score -1349368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1349371.875000 Penalty: 4618.435059
	Iteration 60F: 3 clusters Score -1349372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1349372.125000 Penalty: 4618.435059
	Iteration 61Q: 3 clusters Score -1349372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1349373.250000 Penalty: 4618.435059
	Iteration 62Q: 3 clusters Score -1349373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1349375.250000 Penalty: 4618.435059
	Iteration 63Q: 3 clusters Score -1349375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1349382.875000 Penalty: 4618.435059
	Iteration 64Q: 3 clusters Score -1349383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1349384.000000 Penalty: 4618.435059
	Iteration 65Q: 3 clusters Score -1349384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1349385.375000 Penalty: 4618.435059
	Iteration 66Q: 3 clusters Score -1349385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1349389.875000 Penalty: 4618.435059
	Iteration 67Q: 3 clusters Score -1349390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1349391.625000 Penalty: 4618.435059
	Iteration 68Q: 3 clusters Score -1349392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1349390.625000 Penalty: 4618.435059
	Iteration 69Q: 3 clusters Score -1349391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1349393.375000 Penalty: 4618.435059
	Iteration 70Q: 3 clusters Score -1349393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1349396.375000 Penalty: 4618.435059
	Iteration 71Q: 3 clusters Score -1349396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1349398.125000 Penalty: 4618.435059
	Iteration 72Q: 3 clusters Score -1349398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1349396.125000 Penalty: 4618.435059
	Iteration 73Q: 3 clusters Score -1349396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1349396.250000 Penalty: 4618.435059
	Iteration 74Q: 3 clusters Score -1349396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1349395.875000 Penalty: 4618.435059
	Iteration 75Q: 3 clusters Score -1349396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1349395.875000 Penalty: 4618.435059
	Iteration 76F: 3 clusters Score -1349396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17403 members 
Mstep: Class 4 contains 106762 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 83677 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 164703 members 
Mstep: Class 16 contains 131861 members 
Mstep: Class 17 contains 29541 members 
Mstep: Class 18 contains 217164 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114959 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 7474 members 
Mstep: Class 26 contains 176133 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119258 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 1889 members 
Entering Unmasked Estep 
Score: -181068576.000000 Penalty: 115847.835938
Splitting cluster 31 changes total score from -181069392.000000 to -181068576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -542028.875000 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -542028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -537874.500000 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -537874.5 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -539410.687500 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -539410.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -539955.000000 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -539955 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -540307.250000 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -540307.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -540529.500000 Penalty: 4182.738770
	Iteration 4F: 3 clusters Score -540529.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -540647.875000 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -540647.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -540712.437500 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -540712.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -540757.562500 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -540757.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -540784.562500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -540784.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -540812.687500 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -540812.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -540829.687500 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -540829.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -540841.750000 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -540841.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -540854.812500 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -540854.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -540865.750000 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -540865.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -540879.812500 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -540879.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -540890.500000 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -540890.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -540899.000000 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -540899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -540911.125000 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -540911.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -540926.937500 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -540926.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -540938.687500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -540938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -540951.312500 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -540951.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -540964.437500 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -540964.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -540973.750000 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -540973.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -540984.375000 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -540984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -540989.875000 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -540989.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -540999.687500 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -540999.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -541010.437500 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -541010.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -541021.500000 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -541021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -541031.437500 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -541031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -541040.312500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -541040.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -541048.875000 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -541048.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -541056.375000 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -541056.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -541061.500000 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -541061.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -541070.812500 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -541070.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -541083.937500 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -541083.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -541099.562500 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -541099.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -541117.312500 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -541117.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -541132.250000 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -541132.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -541144.125000 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -541144.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -541150.375000 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -541150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -541154.625000 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -541154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -541158.437500 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -541158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -541161.812500 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -541161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -541161.312500 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -541161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -541162.000000 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -541162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -541162.000000 Penalty: 4182.738770
	Iteration 45F: 3 clusters Score -541162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17403 members 
Mstep: Class 4 contains 106762 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 83677 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 164703 members 
Mstep: Class 16 contains 131861 members 
Mstep: Class 17 contains 29541 members 
Mstep: Class 18 contains 217164 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114959 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 7474 members 
Mstep: Class 26 contains 176133 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119258 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11063 members 
Mstep: Class 32 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069728.000000 Penalty: 112337.296875
Iteration 159Q: 33 clusters Score -1.810697e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 106617 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15981 members 
Mstep: Class 7 contains 84157 members 
Mstep: Class 8 contains 5241 members 
Mstep: Class 9 contains 13971 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 40314 members 
Mstep: Class 15 contains 164860 members 
Mstep: Class 16 contains 131863 members 
Mstep: Class 17 contains 29547 members 
Mstep: Class 18 contains 217170 members 
Mstep: Class 19 contains 37137 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114951 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 4647 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 175587 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119300 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11058 members 
Mstep: Class 32 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069856.000000 Penalty: 112337.296875
Iteration 160F: 33 clusters Score -1.810699e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 106495 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 84654 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 13974 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9053 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 40315 members 
Mstep: Class 15 contains 164995 members 
Mstep: Class 16 contains 131872 members 
Mstep: Class 17 contains 29544 members 
Mstep: Class 18 contains 217196 members 
Mstep: Class 19 contains 37137 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114943 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 7471 members 
Mstep: Class 26 contains 175021 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119338 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11057 members 
Mstep: Class 32 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069696.000000 Penalty: 112337.296875
Iteration 161Q: 33 clusters Score -1.810697e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 106376 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 85202 members 
Mstep: Class 8 contains 5232 members 
Mstep: Class 9 contains 13981 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9052 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 40312 members 
Mstep: Class 15 contains 165100 members 
Mstep: Class 16 contains 131872 members 
Mstep: Class 17 contains 29540 members 
Mstep: Class 18 contains 217204 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114944 members 
Mstep: Class 23 contains 19425 members 
Mstep: Class 24 contains 4616 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 174417 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 119418 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11058 members 
Mstep: Class 32 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070032.000000 Penalty: 112337.296875
Iteration 162Q: 33 clusters Score -1.8107e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17439 members 
Mstep: Class 4 contains 106248 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 85736 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 13988 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 40314 members 
Mstep: Class 15 contains 165207 members 
Mstep: Class 16 contains 131878 members 
Mstep: Class 17 contains 29549 members 
Mstep: Class 18 contains 217200 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114943 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 7472 members 
Mstep: Class 26 contains 173812 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 119502 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11056 members 
Mstep: Class 32 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069856.000000 Penalty: 112337.296875
Iteration 163Q: 33 clusters Score -1.810699e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 106115 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15973 members 
Mstep: Class 7 contains 86277 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 13992 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 40310 members 
Mstep: Class 15 contains 165310 members 
Mstep: Class 16 contains 131882 members 
Mstep: Class 17 contains 29555 members 
Mstep: Class 18 contains 217214 members 
Mstep: Class 19 contains 37136 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114945 members 
Mstep: Class 23 contains 19431 members 
Mstep: Class 24 contains 4592 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 173189 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 119586 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11052 members 
Mstep: Class 32 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069984.000000 Penalty: 112337.296875
Iteration 164Q: 33 clusters Score -1.8107e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 105974 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 86855 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 13998 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 40308 members 
Mstep: Class 15 contains 165420 members 
Mstep: Class 16 contains 131884 members 
Mstep: Class 17 contains 29561 members 
Mstep: Class 18 contains 217212 members 
Mstep: Class 19 contains 37150 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 114943 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 7469 members 
Mstep: Class 26 contains 172549 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 119657 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069936.000000 Penalty: 112337.296875
Iteration 165Q: 33 clusters Score -1.810699e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17478 members 
Mstep: Class 4 contains 105839 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 87483 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14002 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 40307 members 
Mstep: Class 15 contains 165514 members 
Mstep: Class 16 contains 131882 members 
Mstep: Class 17 contains 29567 members 
Mstep: Class 18 contains 217211 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 114938 members 
Mstep: Class 23 contains 19434 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 171876 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 119737 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070320.000000 Penalty: 112337.296875
Iteration 166Q: 33 clusters Score -1.810703e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 105701 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 88159 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 14002 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 165596 members 
Mstep: Class 16 contains 131879 members 
Mstep: Class 17 contains 29575 members 
Mstep: Class 18 contains 217201 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114932 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 4573 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 171164 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 119815 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070480.000000 Penalty: 112337.296875
Iteration 167Q: 33 clusters Score -1.810705e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 105561 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15958 members 
Mstep: Class 7 contains 88873 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 40318 members 
Mstep: Class 15 contains 165693 members 
Mstep: Class 16 contains 131875 members 
Mstep: Class 17 contains 29580 members 
Mstep: Class 18 contains 217166 members 
Mstep: Class 19 contains 37169 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 114925 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 170466 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 119878 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070880.000000 Penalty: 112337.296875
Iteration 168Q: 33 clusters Score -1.810709e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 105444 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15951 members 
Mstep: Class 7 contains 89596 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 14006 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7118 members 
Mstep: Class 14 contains 40318 members 
Mstep: Class 15 contains 165766 members 
Mstep: Class 16 contains 131877 members 
Mstep: Class 17 contains 29576 members 
Mstep: Class 18 contains 217174 members 
Mstep: Class 19 contains 37178 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114920 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 4559 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 169752 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119904 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071120.000000 Penalty: 112337.296875
Iteration 169Q: 33 clusters Score -1.810711e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17504 members 
Mstep: Class 4 contains 105319 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15947 members 
Mstep: Class 7 contains 90329 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 14012 members 
Mstep: Class 10 contains 4004 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 40320 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 131877 members 
Mstep: Class 17 contains 29572 members 
Mstep: Class 18 contains 217162 members 
Mstep: Class 19 contains 37188 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 114927 members 
Mstep: Class 23 contains 19454 members 
Mstep: Class 24 contains 4553 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 169021 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119937 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070848.000000 Penalty: 112337.296875
Iteration 170Q: 33 clusters Score -1.810708e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17507 members 
Mstep: Class 4 contains 105209 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15946 members 
Mstep: Class 7 contains 91024 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 14018 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 40317 members 
Mstep: Class 15 contains 165944 members 
Mstep: Class 16 contains 131880 members 
Mstep: Class 17 contains 29574 members 
Mstep: Class 18 contains 217166 members 
Mstep: Class 19 contains 37192 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 114924 members 
Mstep: Class 23 contains 19461 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 168304 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119973 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070848.000000 Penalty: 112337.296875
Iteration 171Q: 33 clusters Score -1.810708e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 105094 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 91726 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14022 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 166050 members 
Mstep: Class 16 contains 131883 members 
Mstep: Class 17 contains 29572 members 
Mstep: Class 18 contains 217169 members 
Mstep: Class 19 contains 37194 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114922 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 7460 members 
Mstep: Class 26 contains 167600 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119983 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071056.000000 Penalty: 112337.296875
Iteration 172Q: 33 clusters Score -1.810711e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 4 contains 104983 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15949 members 
Mstep: Class 7 contains 92482 members 
Mstep: Class 8 contains 5213 members 
Mstep: Class 9 contains 14023 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 166160 members 
Mstep: Class 16 contains 131881 members 
Mstep: Class 17 contains 29571 members 
Mstep: Class 18 contains 217161 members 
Mstep: Class 19 contains 37198 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 114920 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 4523 members 
Mstep: Class 25 contains 7459 members 
Mstep: Class 26 contains 166855 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119982 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071392.000000 Penalty: 112337.296875
Iteration 173Q: 33 clusters Score -1.810714e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 104871 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15949 members 
Mstep: Class 7 contains 93254 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 40317 members 
Mstep: Class 15 contains 166288 members 
Mstep: Class 16 contains 131876 members 
Mstep: Class 17 contains 29569 members 
Mstep: Class 18 contains 217126 members 
Mstep: Class 19 contains 37201 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114922 members 
Mstep: Class 23 contains 19474 members 
Mstep: Class 24 contains 4515 members 
Mstep: Class 25 contains 7458 members 
Mstep: Class 26 contains 166089 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 119991 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071840.000000 Penalty: 112337.296875
Iteration 174Q: 33 clusters Score -1.810718e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 104774 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15952 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 14025 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 40320 members 
Mstep: Class 15 contains 166390 members 
Mstep: Class 16 contains 131876 members 
Mstep: Class 17 contains 29564 members 
Mstep: Class 18 contains 217089 members 
Mstep: Class 19 contains 37203 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 114917 members 
Mstep: Class 23 contains 19474 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 7455 members 
Mstep: Class 26 contains 165382 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 120015 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071984.000000 Penalty: 112337.296875
Iteration 175Q: 33 clusters Score -1.81072e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17557 members 
Mstep: Class 4 contains 104667 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15946 members 
Mstep: Class 7 contains 94758 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 14025 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 40319 members 
Mstep: Class 15 contains 166503 members 
Mstep: Class 16 contains 131876 members 
Mstep: Class 17 contains 29561 members 
Mstep: Class 18 contains 217054 members 
Mstep: Class 19 contains 37200 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 114917 members 
Mstep: Class 23 contains 19478 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 7451 members 
Mstep: Class 26 contains 164601 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 120030 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071952.000000 Penalty: 112337.296875
Iteration 176Q: 33 clusters Score -1.81072e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17575 members 
Mstep: Class 4 contains 104565 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15944 members 
Mstep: Class 7 contains 95610 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 14025 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 166592 members 
Mstep: Class 16 contains 131881 members 
Mstep: Class 17 contains 29561 members 
Mstep: Class 18 contains 217027 members 
Mstep: Class 19 contains 37200 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 114916 members 
Mstep: Class 23 contains 19478 members 
Mstep: Class 24 contains 4497 members 
Mstep: Class 25 contains 7450 members 
Mstep: Class 26 contains 163742 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 120062 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071936.000000 Penalty: 112337.296875
Iteration 177Q: 33 clusters Score -1.810719e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17592 members 
Mstep: Class 4 contains 104456 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 7 contains 96473 members 
Mstep: Class 8 contains 5214 members 
Mstep: Class 9 contains 14026 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9051 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 40323 members 
Mstep: Class 15 contains 166688 members 
Mstep: Class 16 contains 131883 members 
Mstep: Class 17 contains 29557 members 
Mstep: Class 18 contains 217016 members 
Mstep: Class 19 contains 37196 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 114921 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 4492 members 
Mstep: Class 25 contains 7446 members 
Mstep: Class 26 contains 162879 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120082 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071776.000000 Penalty: 112337.296875
Iteration 178Q: 33 clusters Score -1.810718e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 104347 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 97362 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9051 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 166768 members 
Mstep: Class 16 contains 131886 members 
Mstep: Class 17 contains 29555 members 
Mstep: Class 18 contains 216979 members 
Mstep: Class 19 contains 37195 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 114915 members 
Mstep: Class 23 contains 19477 members 
Mstep: Class 24 contains 4487 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 162061 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120080 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11019 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072000.000000 Penalty: 112337.296875
Iteration 179Q: 33 clusters Score -1.81072e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 17615 members 
Mstep: Class 4 contains 104246 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 7 contains 98262 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14028 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9051 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 166849 members 
Mstep: Class 16 contains 131887 members 
Mstep: Class 17 contains 29543 members 
Mstep: Class 18 contains 216955 members 
Mstep: Class 19 contains 37193 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 114915 members 
Mstep: Class 23 contains 19483 members 
Mstep: Class 24 contains 4482 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 161187 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120095 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11018 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072384.000000 Penalty: 112337.296875
Iteration 180F: 33 clusters Score -1.810724e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 104159 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 7 contains 99214 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 40320 members 
Mstep: Class 15 contains 166918 members 
Mstep: Class 16 contains 131886 members 
Mstep: Class 17 contains 29540 members 
Mstep: Class 18 contains 216882 members 
Mstep: Class 19 contains 37192 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 114917 members 
Mstep: Class 23 contains 19487 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 160304 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120107 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11019 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072464.000000 Penalty: 112337.296875
Iteration 181Q: 33 clusters Score -1.810725e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 104071 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 100170 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 14033 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 40320 members 
Mstep: Class 15 contains 166982 members 
Mstep: Class 16 contains 131889 members 
Mstep: Class 17 contains 29544 members 
Mstep: Class 18 contains 216822 members 
Mstep: Class 19 contains 37186 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 114913 members 
Mstep: Class 23 contains 19491 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 159422 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120110 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11016 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072416.000000 Penalty: 112337.296875
Iteration 182Q: 33 clusters Score -1.810724e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 103984 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 101126 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 14035 members 
Mstep: Class 10 contains 3990 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 167034 members 
Mstep: Class 16 contains 131887 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 216805 members 
Mstep: Class 19 contains 37181 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 114898 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 7442 members 
Mstep: Class 26 contains 158520 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120120 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11016 members 
Mstep: Class 32 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072480.000000 Penalty: 112337.296875
Iteration 183Q: 33 clusters Score -1.810725e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17670 members 
Mstep: Class 4 contains 103904 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 102162 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14036 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 167064 members 
Mstep: Class 16 contains 131880 members 
Mstep: Class 17 contains 29533 members 
Mstep: Class 18 contains 216764 members 
Mstep: Class 19 contains 37187 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 114896 members 
Mstep: Class 23 contains 19503 members 
Mstep: Class 24 contains 4471 members 
Mstep: Class 25 contains 7439 members 
Mstep: Class 26 contains 157615 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120072 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11019 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072336.000000 Penalty: 112337.296875
Iteration 184Q: 33 clusters Score -1.810723e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17680 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 103168 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14041 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 167080 members 
Mstep: Class 16 contains 131877 members 
Mstep: Class 17 contains 29527 members 
Mstep: Class 18 contains 216709 members 
Mstep: Class 19 contains 37196 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 114898 members 
Mstep: Class 23 contains 19504 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 156749 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 120021 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072848.000000 Penalty: 112337.296875
Iteration 185Q: 33 clusters Score -1.810728e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 103774 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 104170 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 14043 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 40308 members 
Mstep: Class 15 contains 167086 members 
Mstep: Class 16 contains 131872 members 
Mstep: Class 17 contains 29526 members 
Mstep: Class 18 contains 216663 members 
Mstep: Class 19 contains 37201 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114901 members 
Mstep: Class 23 contains 19500 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 7435 members 
Mstep: Class 26 contains 155887 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 119968 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072832.000000 Penalty: 112337.296875
Iteration 186Q: 33 clusters Score -1.810728e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 17701 members 
Mstep: Class 4 contains 103703 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 105148 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40301 members 
Mstep: Class 15 contains 167117 members 
Mstep: Class 16 contains 131872 members 
Mstep: Class 17 contains 29529 members 
Mstep: Class 18 contains 216629 members 
Mstep: Class 19 contains 37211 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 114897 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 7435 members 
Mstep: Class 26 contains 155021 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119931 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11021 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073328.000000 Penalty: 112337.296875
Iteration 187Q: 33 clusters Score -1.810733e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 17704 members 
Mstep: Class 4 contains 103646 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15937 members 
Mstep: Class 7 contains 106095 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 14048 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 40293 members 
Mstep: Class 15 contains 167171 members 
Mstep: Class 16 contains 131869 members 
Mstep: Class 17 contains 29522 members 
Mstep: Class 18 contains 216603 members 
Mstep: Class 19 contains 37215 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 114883 members 
Mstep: Class 23 contains 19497 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 7435 members 
Mstep: Class 26 contains 154137 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119921 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11020 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073376.000000 Penalty: 112337.296875
Iteration 188Q: 33 clusters Score -1.810734e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 17713 members 
Mstep: Class 4 contains 103588 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 106970 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14050 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40284 members 
Mstep: Class 15 contains 167215 members 
Mstep: Class 16 contains 131869 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 216581 members 
Mstep: Class 19 contains 37214 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114887 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 153323 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119914 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11016 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073392.000000 Penalty: 112337.296875
Iteration 189Q: 33 clusters Score -1.810734e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 17719 members 
Mstep: Class 4 contains 103534 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 107803 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 14048 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40279 members 
Mstep: Class 15 contains 167246 members 
Mstep: Class 16 contains 131868 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 216564 members 
Mstep: Class 19 contains 37210 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114878 members 
Mstep: Class 23 contains 19494 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 152566 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119899 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11014 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073552.000000 Penalty: 112337.296875
Iteration 190Q: 33 clusters Score -1.810736e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 17731 members 
Mstep: Class 4 contains 103470 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 108662 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 14049 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 167287 members 
Mstep: Class 16 contains 131867 members 
Mstep: Class 17 contains 29511 members 
Mstep: Class 18 contains 216525 members 
Mstep: Class 19 contains 37202 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 114873 members 
Mstep: Class 23 contains 19493 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 7429 members 
Mstep: Class 26 contains 151786 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119887 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073936.000000 Penalty: 112337.296875
Iteration 191Q: 33 clusters Score -1.810739e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 17746 members 
Mstep: Class 4 contains 103408 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 109536 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 14051 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40283 members 
Mstep: Class 15 contains 167324 members 
Mstep: Class 16 contains 131864 members 
Mstep: Class 17 contains 29505 members 
Mstep: Class 18 contains 216449 members 
Mstep: Class 19 contains 37193 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 114879 members 
Mstep: Class 23 contains 19494 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 7426 members 
Mstep: Class 26 contains 151042 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119852 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11012 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073920.000000 Penalty: 112337.296875
Iteration 192Q: 33 clusters Score -1.810739e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 17759 members 
Mstep: Class 4 contains 103339 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 110403 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 14052 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40278 members 
Mstep: Class 15 contains 167360 members 
Mstep: Class 16 contains 131864 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 216398 members 
Mstep: Class 19 contains 37191 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 114879 members 
Mstep: Class 23 contains 19482 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 7420 members 
Mstep: Class 26 contains 150296 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11015 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074064.000000 Penalty: 112337.296875
Iteration 193Q: 33 clusters Score -1.810741e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 103268 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 111266 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 14053 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40272 members 
Mstep: Class 15 contains 167395 members 
Mstep: Class 16 contains 131861 members 
Mstep: Class 17 contains 29492 members 
Mstep: Class 18 contains 216341 members 
Mstep: Class 19 contains 37202 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 114872 members 
Mstep: Class 23 contains 19477 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 7414 members 
Mstep: Class 26 contains 149570 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 119799 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11015 members 
Mstep: Class 32 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074256.000000 Penalty: 112337.296875
Iteration 194Q: 33 clusters Score -1.810743e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 103206 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 112090 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40274 members 
Mstep: Class 15 contains 167444 members 
Mstep: Class 16 contains 131850 members 
Mstep: Class 17 contains 29484 members 
Mstep: Class 18 contains 216293 members 
Mstep: Class 19 contains 37202 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114870 members 
Mstep: Class 23 contains 19482 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 7415 members 
Mstep: Class 26 contains 148876 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 119734 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11011 members 
Mstep: Class 32 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074368.000000 Penalty: 112337.296875
Iteration 195Q: 33 clusters Score -1.810744e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17794 members 
Mstep: Class 4 contains 103151 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 112912 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40270 members 
Mstep: Class 15 contains 167465 members 
Mstep: Class 16 contains 131850 members 
Mstep: Class 17 contains 29484 members 
Mstep: Class 18 contains 216269 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114868 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 7415 members 
Mstep: Class 26 contains 148172 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119678 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11018 members 
Mstep: Class 32 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074032.000000 Penalty: 112337.296875
Iteration 196Q: 33 clusters Score -1.81074e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 103083 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 113753 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 14058 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 40264 members 
Mstep: Class 15 contains 167491 members 
Mstep: Class 16 contains 131842 members 
Mstep: Class 17 contains 29479 members 
Mstep: Class 18 contains 216262 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114863 members 
Mstep: Class 23 contains 19464 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 7412 members 
Mstep: Class 26 contains 147443 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119653 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11016 members 
Mstep: Class 32 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074336.000000 Penalty: 112337.296875
Iteration 197Q: 33 clusters Score -1.810743e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17818 members 
Mstep: Class 4 contains 103014 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 114699 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14062 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 40272 members 
Mstep: Class 15 contains 167517 members 
Mstep: Class 16 contains 131831 members 
Mstep: Class 17 contains 29485 members 
Mstep: Class 18 contains 216225 members 
Mstep: Class 19 contains 37198 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114866 members 
Mstep: Class 23 contains 19453 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 7409 members 
Mstep: Class 26 contains 146629 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119594 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11008 members 
Mstep: Class 32 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074336.000000 Penalty: 112337.296875
Iteration 198Q: 33 clusters Score -1.810743e+08 nChanged 1949
Entering ConstructFrom: 
Score: -181074336.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3525870.250000 Penalty: 2529.727295
	Iteration 0F: 2 clusters Score -3525870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3507435.500000 Penalty: 5059.454590
	Iteration 0F: 3 clusters Score -3507436 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3514577.500000 Penalty: 5059.454590
	Iteration 1F: 3 clusters Score -3514578 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3516386.750000 Penalty: 5059.454590
	Iteration 2F: 3 clusters Score -3516387 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3518566.500000 Penalty: 5059.454590
	Iteration 3F: 3 clusters Score -3518566 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3520723.250000 Penalty: 5059.454590
	Iteration 4F: 3 clusters Score -3520723 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3522431.250000 Penalty: 5059.454590
	Iteration 5F: 3 clusters Score -3522431 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3523616.750000 Penalty: 5059.454590
	Iteration 6F: 3 clusters Score -3523617 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3524405.250000 Penalty: 5059.454590
	Iteration 7Q: 3 clusters Score -3524405 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3524895.750000 Penalty: 5059.454590
	Iteration 8Q: 3 clusters Score -3524896 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3525297.500000 Penalty: 5059.454590
	Iteration 9Q: 3 clusters Score -3525298 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3525682.750000 Penalty: 5059.454590
	Iteration 10Q: 3 clusters Score -3525683 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3525985.500000 Penalty: 5059.454590
	Iteration 11Q: 3 clusters Score -3525986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3526112.500000 Penalty: 5059.454590
	Iteration 12Q: 3 clusters Score -3526112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3526177.500000 Penalty: 5059.454590
	Iteration 13Q: 3 clusters Score -3526178 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3526202.500000 Penalty: 5059.454590
	Iteration 14Q: 3 clusters Score -3526202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3526216.500000 Penalty: 5059.454590
	Iteration 15Q: 3 clusters Score -3526216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3526231.250000 Penalty: 5059.454590
	Iteration 16Q: 3 clusters Score -3526231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3526253.250000 Penalty: 5059.454590
	Iteration 17Q: 3 clusters Score -3526253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3526261.500000 Penalty: 5059.454590
	Iteration 18Q: 3 clusters Score -3526262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3526269.000000 Penalty: 5059.454590
	Iteration 19Q: 3 clusters Score -3526269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3526276.750000 Penalty: 5059.454590
	Iteration 20F: 3 clusters Score -3526277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3526293.500000 Penalty: 5059.454590
	Iteration 21Q: 3 clusters Score -3526294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3526300.500000 Penalty: 5059.454590
	Iteration 22Q: 3 clusters Score -3526300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3526305.000000 Penalty: 5059.454590
	Iteration 23Q: 3 clusters Score -3526305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3526300.000000 Penalty: 5059.454590
	Iteration 24Q: 3 clusters Score -3526300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3526303.500000 Penalty: 5059.454590
	Iteration 25Q: 3 clusters Score -3526304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3526305.750000 Penalty: 5059.454590
	Iteration 26Q: 3 clusters Score -3526306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3526311.750000 Penalty: 5059.454590
	Iteration 27Q: 3 clusters Score -3526312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3526314.500000 Penalty: 5059.454590
	Iteration 28Q: 3 clusters Score -3526314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3526310.750000 Penalty: 5059.454590
	Iteration 29Q: 3 clusters Score -3526311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3526312.250000 Penalty: 5059.454590
	Iteration 30Q: 3 clusters Score -3526312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3526315.250000 Penalty: 5059.454590
	Iteration 31Q: 3 clusters Score -3526315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3526314.250000 Penalty: 5059.454590
	Iteration 32Q: 3 clusters Score -3526314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3526317.250000 Penalty: 5059.454590
	Iteration 33Q: 3 clusters Score -3526317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3526314.750000 Penalty: 5059.454590
	Iteration 34Q: 3 clusters Score -3526315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3526321.500000 Penalty: 5059.454590
	Iteration 35Q: 3 clusters Score -3526322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3526321.000000 Penalty: 5059.454590
	Iteration 36Q: 3 clusters Score -3526321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3526325.500000 Penalty: 5059.454590
	Iteration 37Q: 3 clusters Score -3526326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3526331.500000 Penalty: 5059.454590
	Iteration 38Q: 3 clusters Score -3526332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3526332.500000 Penalty: 5059.454590
	Iteration 39Q: 3 clusters Score -3526332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3526333.750000 Penalty: 5059.454590
	Iteration 40F: 3 clusters Score -3526334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3526331.000000 Penalty: 5059.454590
	Iteration 41Q: 3 clusters Score -3526331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3526331.500000 Penalty: 5059.454590
	Iteration 42Q: 3 clusters Score -3526332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3526328.250000 Penalty: 5059.454590
	Iteration 43Q: 3 clusters Score -3526328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3526332.250000 Penalty: 5059.454590
	Iteration 44Q: 3 clusters Score -3526332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3526334.500000 Penalty: 5059.454590
	Iteration 45Q: 3 clusters Score -3526334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3526335.750000 Penalty: 5059.454590
	Iteration 46Q: 3 clusters Score -3526336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3526334.750000 Penalty: 5059.454590
	Iteration 47Q: 3 clusters Score -3526335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3526334.750000 Penalty: 5059.454590
	Iteration 48F: 3 clusters Score -3526335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 102965 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 167545 members 
Mstep: Class 16 contains 131825 members 
Mstep: Class 17 contains 29493 members 
Mstep: Class 18 contains 216152 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114868 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 145654 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119564 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11002 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 1704 members 
Entering Unmasked Estep 
Score: -181074240.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181074336.000000 to -181074240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Entering Unmasked Estep 
Score: -1802177.875000 Penalty: 2365.742676
	Iteration 0F: 2 clusters Score -1802178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1792136.375000 Penalty: 4731.485352
	Iteration 0F: 3 clusters Score -1792136 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1795688.375000 Penalty: 4731.485352
	Iteration 1F: 3 clusters Score -1795688 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1796407.125000 Penalty: 4731.485352
	Iteration 2F: 3 clusters Score -1796407 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1797085.125000 Penalty: 4731.485352
	Iteration 3F: 3 clusters Score -1797085 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1797676.750000 Penalty: 4731.485352
	Iteration 4F: 3 clusters Score -1797677 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1798154.375000 Penalty: 4731.485352
	Iteration 5F: 3 clusters Score -1798154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1798508.250000 Penalty: 4731.485352
	Iteration 6Q: 3 clusters Score -1798508 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1798781.500000 Penalty: 4731.485352
	Iteration 7Q: 3 clusters Score -1798782 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1799001.125000 Penalty: 4731.485352
	Iteration 8Q: 3 clusters Score -1799001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1799194.000000 Penalty: 4731.485352
	Iteration 9Q: 3 clusters Score -1799194 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1799411.875000 Penalty: 4731.485352
	Iteration 10Q: 3 clusters Score -1799412 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1799670.125000 Penalty: 4731.485352
	Iteration 11Q: 3 clusters Score -1799670 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1800006.000000 Penalty: 4731.485352
	Iteration 12Q: 3 clusters Score -1800006 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1800465.750000 Penalty: 4731.485352
	Iteration 13Q: 3 clusters Score -1800466 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1800920.125000 Penalty: 4731.485352
	Iteration 14Q: 3 clusters Score -1800920 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1801339.375000 Penalty: 4731.485352
	Iteration 15Q: 3 clusters Score -1801339 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1801614.625000 Penalty: 4731.485352
	Iteration 16Q: 3 clusters Score -1801615 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1801763.250000 Penalty: 4731.485352
	Iteration 17Q: 3 clusters Score -1801763 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1801846.625000 Penalty: 4731.485352
	Iteration 18Q: 3 clusters Score -1801847 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1801898.125000 Penalty: 4731.485352
	Iteration 19Q: 3 clusters Score -1801898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1801923.375000 Penalty: 4731.485352
	Iteration 20F: 3 clusters Score -1801923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1801948.875000 Penalty: 4731.485352
	Iteration 21Q: 3 clusters Score -1801949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1801957.125000 Penalty: 4731.485352
	Iteration 22Q: 3 clusters Score -1801957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1801967.000000 Penalty: 4731.485352
	Iteration 23Q: 3 clusters Score -1801967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1801976.625000 Penalty: 4731.485352
	Iteration 24Q: 3 clusters Score -1801977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1801978.875000 Penalty: 4731.485352
	Iteration 25Q: 3 clusters Score -1801979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1801986.000000 Penalty: 4731.485352
	Iteration 26Q: 3 clusters Score -1801986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1801986.625000 Penalty: 4731.485352
	Iteration 27Q: 3 clusters Score -1801987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1801994.875000 Penalty: 4731.485352
	Iteration 28Q: 3 clusters Score -1801995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1801991.750000 Penalty: 4731.485352
	Iteration 29Q: 3 clusters Score -1801992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1801993.625000 Penalty: 4731.485352
	Iteration 30Q: 3 clusters Score -1801994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1801992.375000 Penalty: 4731.485352
	Iteration 31Q: 3 clusters Score -1801992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1801993.125000 Penalty: 4731.485352
	Iteration 32Q: 3 clusters Score -1801993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1801995.250000 Penalty: 4731.485352
	Iteration 33Q: 3 clusters Score -1801995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1801992.500000 Penalty: 4731.485352
	Iteration 34Q: 3 clusters Score -1801992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1801994.375000 Penalty: 4731.485352
	Iteration 35Q: 3 clusters Score -1801994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1801994.125000 Penalty: 4731.485352
	Iteration 36Q: 3 clusters Score -1801994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1801992.750000 Penalty: 4731.485352
	Iteration 37Q: 3 clusters Score -1801993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1801992.250000 Penalty: 4731.485352
	Iteration 38Q: 3 clusters Score -1801992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1801992.250000 Penalty: 4731.485352
	Iteration 39F: 3 clusters Score -1801992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Entering Unmasked Estep 
Score: -2328376.000000 Penalty: 2427.512451
	Iteration 0F: 2 clusters Score -2328376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2315728.250000 Penalty: 4855.024902
	Iteration 0F: 3 clusters Score -2315728 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2320349.250000 Penalty: 4855.024902
	Iteration 1F: 3 clusters Score -2320349 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2321369.000000 Penalty: 4855.024902
	Iteration 2F: 3 clusters Score -2321369 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2322685.000000 Penalty: 4855.024902
	Iteration 3F: 3 clusters Score -2322685 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2324208.250000 Penalty: 4855.024902
	Iteration 4F: 3 clusters Score -2324208 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2325543.500000 Penalty: 4855.024902
	Iteration 5F: 3 clusters Score -2325544 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2326530.000000 Penalty: 4855.024902
	Iteration 6F: 3 clusters Score -2326530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2327057.000000 Penalty: 4855.024902
	Iteration 7Q: 3 clusters Score -2327057 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2327352.750000 Penalty: 4855.024902
	Iteration 8Q: 3 clusters Score -2327353 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2327495.250000 Penalty: 4855.024902
	Iteration 9Q: 3 clusters Score -2327495 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2327571.250000 Penalty: 4855.024902
	Iteration 10Q: 3 clusters Score -2327571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2327603.250000 Penalty: 4855.024902
	Iteration 11Q: 3 clusters Score -2327603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2327627.250000 Penalty: 4855.024902
	Iteration 12Q: 3 clusters Score -2327627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2327643.250000 Penalty: 4855.024902
	Iteration 13Q: 3 clusters Score -2327643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2327660.250000 Penalty: 4855.024902
	Iteration 14Q: 3 clusters Score -2327660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2327673.000000 Penalty: 4855.024902
	Iteration 15Q: 3 clusters Score -2327673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2327680.000000 Penalty: 4855.024902
	Iteration 16Q: 3 clusters Score -2327680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2327685.500000 Penalty: 4855.024902
	Iteration 17Q: 3 clusters Score -2327686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2327702.000000 Penalty: 4855.024902
	Iteration 18Q: 3 clusters Score -2327702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2327707.500000 Penalty: 4855.024902
	Iteration 19Q: 3 clusters Score -2327708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2327714.000000 Penalty: 4855.024902
	Iteration 20F: 3 clusters Score -2327714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2327722.000000 Penalty: 4855.024902
	Iteration 21Q: 3 clusters Score -2327722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2327721.250000 Penalty: 4855.024902
	Iteration 22Q: 3 clusters Score -2327721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2327725.750000 Penalty: 4855.024902
	Iteration 23Q: 3 clusters Score -2327726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2327722.500000 Penalty: 4855.024902
	Iteration 24Q: 3 clusters Score -2327722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2327730.750000 Penalty: 4855.024902
	Iteration 25Q: 3 clusters Score -2327731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2327732.250000 Penalty: 4855.024902
	Iteration 26Q: 3 clusters Score -2327732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2327729.000000 Penalty: 4855.024902
	Iteration 27Q: 3 clusters Score -2327729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2327730.250000 Penalty: 4855.024902
	Iteration 28Q: 3 clusters Score -2327730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2327732.750000 Penalty: 4855.024902
	Iteration 29Q: 3 clusters Score -2327733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2327734.500000 Penalty: 4855.024902
	Iteration 30Q: 3 clusters Score -2327734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2327735.500000 Penalty: 4855.024902
	Iteration 31Q: 3 clusters Score -2327736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2327735.500000 Penalty: 4855.024902
	Iteration 32F: 3 clusters Score -2327736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Entering Unmasked Estep 
Score: -13542445.000000 Penalty: 2862.451904
	Iteration 0F: 2 clusters Score -1.354244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -13473420.000000 Penalty: 5724.903809
	Iteration 0F: 3 clusters Score -1.347342e+07 nChanged 48760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -13501670.000000 Penalty: 5724.903809
	Iteration 1F: 3 clusters Score -1.350167e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -13502512.000000 Penalty: 5724.903809
	Iteration 2Q: 3 clusters Score -1.350251e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -13503455.000000 Penalty: 5724.903809
	Iteration 3Q: 3 clusters Score -1.350346e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -13504524.000000 Penalty: 5724.903809
	Iteration 4Q: 3 clusters Score -1.350452e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -13506150.000000 Penalty: 5724.903809
	Iteration 5Q: 3 clusters Score -1.350615e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -13508704.000000 Penalty: 5724.903809
	Iteration 6F: 3 clusters Score -1.35087e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -13512590.000000 Penalty: 5724.903809
	Iteration 7F: 3 clusters Score -1.351259e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -13517374.000000 Penalty: 5724.903809
	Iteration 8F: 3 clusters Score -1.351737e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -13522253.000000 Penalty: 5724.903809
	Iteration 9F: 3 clusters Score -1.352225e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -13526446.000000 Penalty: 5724.903809
	Iteration 10F: 3 clusters Score -1.352645e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -13530057.000000 Penalty: 5724.903809
	Iteration 11Q: 3 clusters Score -1.353006e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -13532699.000000 Penalty: 5724.903809
	Iteration 12Q: 3 clusters Score -1.35327e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -13534294.000000 Penalty: 5724.903809
	Iteration 13Q: 3 clusters Score -1.353429e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -13535346.000000 Penalty: 5724.903809
	Iteration 14Q: 3 clusters Score -1.353535e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -13536088.000000 Penalty: 5724.903809
	Iteration 15Q: 3 clusters Score -1.353609e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -13536567.000000 Penalty: 5724.903809
	Iteration 16Q: 3 clusters Score -1.353657e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -13536993.000000 Penalty: 5724.903809
	Iteration 17Q: 3 clusters Score -1.353699e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -13537277.000000 Penalty: 5724.903809
	Iteration 18Q: 3 clusters Score -1.353728e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -13537536.000000 Penalty: 5724.903809
	Iteration 19Q: 3 clusters Score -1.353754e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -13537788.000000 Penalty: 5724.903809
	Iteration 20F: 3 clusters Score -1.353779e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -13537970.000000 Penalty: 5724.903809
	Iteration 21Q: 3 clusters Score -1.353797e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -13538157.000000 Penalty: 5724.903809
	Iteration 22Q: 3 clusters Score -1.353816e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -13538334.000000 Penalty: 5724.903809
	Iteration 23Q: 3 clusters Score -1.353833e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -13538501.000000 Penalty: 5724.903809
	Iteration 24Q: 3 clusters Score -1.35385e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13538661.000000 Penalty: 5724.903809
	Iteration 25Q: 3 clusters Score -1.353866e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -13538827.000000 Penalty: 5724.903809
	Iteration 26Q: 3 clusters Score -1.353883e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -13538924.000000 Penalty: 5724.903809
	Iteration 27Q: 3 clusters Score -1.353892e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -13539071.000000 Penalty: 5724.903809
	Iteration 28Q: 3 clusters Score -1.353907e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13539172.000000 Penalty: 5724.903809
	Iteration 29Q: 3 clusters Score -1.353917e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -13539247.000000 Penalty: 5724.903809
	Iteration 30Q: 3 clusters Score -1.353925e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -13539318.000000 Penalty: 5724.903809
	Iteration 31Q: 3 clusters Score -1.353932e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -13539339.000000 Penalty: 5724.903809
	Iteration 32Q: 3 clusters Score -1.353934e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -13539436.000000 Penalty: 5724.903809
	Iteration 33Q: 3 clusters Score -1.353944e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13539500.000000 Penalty: 5724.903809
	Iteration 34Q: 3 clusters Score -1.35395e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -13539545.000000 Penalty: 5724.903809
	Iteration 35Q: 3 clusters Score -1.353954e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -13539633.000000 Penalty: 5724.903809
	Iteration 36Q: 3 clusters Score -1.353963e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13539641.000000 Penalty: 5724.903809
	Iteration 37Q: 3 clusters Score -1.353964e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -13539674.000000 Penalty: 5724.903809
	Iteration 38Q: 3 clusters Score -1.353967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -13539707.000000 Penalty: 5724.903809
	Iteration 39Q: 3 clusters Score -1.353971e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13539711.000000 Penalty: 5724.903809
	Iteration 40F: 3 clusters Score -1.353971e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13539729.000000 Penalty: 5724.903809
	Iteration 41Q: 3 clusters Score -1.353973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13539746.000000 Penalty: 5724.903809
	Iteration 42Q: 3 clusters Score -1.353975e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13539782.000000 Penalty: 5724.903809
	Iteration 43Q: 3 clusters Score -1.353978e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13539817.000000 Penalty: 5724.903809
	Iteration 44Q: 3 clusters Score -1.353982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13539821.000000 Penalty: 5724.903809
	Iteration 45Q: 3 clusters Score -1.353982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13539847.000000 Penalty: 5724.903809
	Iteration 46Q: 3 clusters Score -1.353985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13539867.000000 Penalty: 5724.903809
	Iteration 47Q: 3 clusters Score -1.353987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13539884.000000 Penalty: 5724.903809
	Iteration 48Q: 3 clusters Score -1.353988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13539869.000000 Penalty: 5724.903809
	Iteration 49Q: 3 clusters Score -1.353987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -13539892.000000 Penalty: 5724.903809
	Iteration 50Q: 3 clusters Score -1.353989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13539893.000000 Penalty: 5724.903809
	Iteration 51Q: 3 clusters Score -1.353989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -13539893.000000 Penalty: 5724.903809
	Iteration 52Q: 3 clusters Score -1.353989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13539905.000000 Penalty: 5724.903809
	Iteration 53Q: 3 clusters Score -1.35399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13539894.000000 Penalty: 5724.903809
	Iteration 54Q: 3 clusters Score -1.353989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13539910.000000 Penalty: 5724.903809
	Iteration 55Q: 3 clusters Score -1.353991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13539907.000000 Penalty: 5724.903809
	Iteration 56Q: 3 clusters Score -1.353991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13539898.000000 Penalty: 5724.903809
	Iteration 57Q: 3 clusters Score -1.35399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13539892.000000 Penalty: 5724.903809
	Iteration 58Q: 3 clusters Score -1.353989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13539897.000000 Penalty: 5724.903809
	Iteration 59Q: 3 clusters Score -1.35399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13539908.000000 Penalty: 5724.903809
	Iteration 60F: 3 clusters Score -1.353991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13539913.000000 Penalty: 5724.903809
	Iteration 61Q: 3 clusters Score -1.353991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -13539905.000000 Penalty: 5724.903809
	Iteration 62Q: 3 clusters Score -1.35399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13539907.000000 Penalty: 5724.903809
	Iteration 63Q: 3 clusters Score -1.353991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13539907.000000 Penalty: 5724.903809
	Iteration 64F: 3 clusters Score -1.353991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100710.414062 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100710.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101033.109375 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -101033.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101119.703125 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101119.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101165.414062 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101184.914062 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101194.531250 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101205.789062 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101213.101562 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101217.757812 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101221.687500 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101225.015625 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101226.460938 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101227.750000 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101227.750000 Penalty: 3320.502686
	Iteration 13F: 3 clusters Score -101227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2085861.500000 Penalty: 2399.715820
	Iteration 0F: 2 clusters Score -2085862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2074546.500000 Penalty: 4799.431641
	Iteration 0F: 3 clusters Score -2074546 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2078302.375000 Penalty: 4799.431641
	Iteration 1F: 3 clusters Score -2078302 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2079045.000000 Penalty: 4799.431641
	Iteration 2F: 3 clusters Score -2079045 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2079841.875000 Penalty: 4799.431641
	Iteration 3F: 3 clusters Score -2079842 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2080679.125000 Penalty: 4799.431641
	Iteration 4F: 3 clusters Score -2080679 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2081418.875000 Penalty: 4799.431641
	Iteration 5F: 3 clusters Score -2081419 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2082000.750000 Penalty: 4799.431641
	Iteration 6F: 3 clusters Score -2082001 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2082408.875000 Penalty: 4799.431641
	Iteration 7Q: 3 clusters Score -2082409 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2082666.875000 Penalty: 4799.431641
	Iteration 8Q: 3 clusters Score -2082667 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2082837.000000 Penalty: 4799.431641
	Iteration 9Q: 3 clusters Score -2082837 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2082965.625000 Penalty: 4799.431641
	Iteration 10Q: 3 clusters Score -2082966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2083082.500000 Penalty: 4799.431641
	Iteration 11Q: 3 clusters Score -2083082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2083184.250000 Penalty: 4799.431641
	Iteration 12Q: 3 clusters Score -2083184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2083284.625000 Penalty: 4799.431641
	Iteration 13Q: 3 clusters Score -2083285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2083389.625000 Penalty: 4799.431641
	Iteration 14Q: 3 clusters Score -2083390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2083491.250000 Penalty: 4799.431641
	Iteration 15Q: 3 clusters Score -2083491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2083584.875000 Penalty: 4799.431641
	Iteration 16Q: 3 clusters Score -2083585 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2083672.500000 Penalty: 4799.431641
	Iteration 17Q: 3 clusters Score -2083672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2083785.250000 Penalty: 4799.431641
	Iteration 18Q: 3 clusters Score -2083785 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2083890.125000 Penalty: 4799.431641
	Iteration 19Q: 3 clusters Score -2083890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2083963.625000 Penalty: 4799.431641
	Iteration 20F: 3 clusters Score -2083964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2084014.750000 Penalty: 4799.431641
	Iteration 21Q: 3 clusters Score -2084015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2084058.500000 Penalty: 4799.431641
	Iteration 22Q: 3 clusters Score -2084058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2084087.875000 Penalty: 4799.431641
	Iteration 23Q: 3 clusters Score -2084088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2084111.750000 Penalty: 4799.431641
	Iteration 24Q: 3 clusters Score -2084112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2084130.750000 Penalty: 4799.431641
	Iteration 25Q: 3 clusters Score -2084131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2084149.750000 Penalty: 4799.431641
	Iteration 26Q: 3 clusters Score -2084150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2084166.250000 Penalty: 4799.431641
	Iteration 27Q: 3 clusters Score -2084166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2084186.375000 Penalty: 4799.431641
	Iteration 28Q: 3 clusters Score -2084186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2084193.625000 Penalty: 4799.431641
	Iteration 29Q: 3 clusters Score -2084194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2084202.500000 Penalty: 4799.431641
	Iteration 30Q: 3 clusters Score -2084202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2084226.000000 Penalty: 4799.431641
	Iteration 31Q: 3 clusters Score -2084226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2084238.500000 Penalty: 4799.431641
	Iteration 32Q: 3 clusters Score -2084238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2084252.750000 Penalty: 4799.431641
	Iteration 33Q: 3 clusters Score -2084253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2084270.750000 Penalty: 4799.431641
	Iteration 34Q: 3 clusters Score -2084271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2084286.500000 Penalty: 4799.431641
	Iteration 35Q: 3 clusters Score -2084286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2084311.000000 Penalty: 4799.431641
	Iteration 36Q: 3 clusters Score -2084311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2084322.500000 Penalty: 4799.431641
	Iteration 37Q: 3 clusters Score -2084322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2084341.375000 Penalty: 4799.431641
	Iteration 38Q: 3 clusters Score -2084341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2084359.875000 Penalty: 4799.431641
	Iteration 39Q: 3 clusters Score -2084360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2084370.125000 Penalty: 4799.431641
	Iteration 40F: 3 clusters Score -2084370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2084375.250000 Penalty: 4799.431641
	Iteration 41Q: 3 clusters Score -2084375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2084379.000000 Penalty: 4799.431641
	Iteration 42Q: 3 clusters Score -2084379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2084387.750000 Penalty: 4799.431641
	Iteration 43Q: 3 clusters Score -2084388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2084387.875000 Penalty: 4799.431641
	Iteration 44Q: 3 clusters Score -2084388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2084391.375000 Penalty: 4799.431641
	Iteration 45Q: 3 clusters Score -2084391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2084395.375000 Penalty: 4799.431641
	Iteration 46Q: 3 clusters Score -2084395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2084394.875000 Penalty: 4799.431641
	Iteration 47Q: 3 clusters Score -2084395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2084397.125000 Penalty: 4799.431641
	Iteration 48Q: 3 clusters Score -2084397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2084396.750000 Penalty: 4799.431641
	Iteration 49Q: 3 clusters Score -2084397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2084396.000000 Penalty: 4799.431641
	Iteration 50Q: 3 clusters Score -2084396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2084399.250000 Penalty: 4799.431641
	Iteration 51Q: 3 clusters Score -2084399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2084399.500000 Penalty: 4799.431641
	Iteration 52Q: 3 clusters Score -2084400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2084402.500000 Penalty: 4799.431641
	Iteration 53Q: 3 clusters Score -2084402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2084411.750000 Penalty: 4799.431641
	Iteration 54Q: 3 clusters Score -2084412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2084419.125000 Penalty: 4799.431641
	Iteration 55Q: 3 clusters Score -2084419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2084419.625000 Penalty: 4799.431641
	Iteration 56Q: 3 clusters Score -2084420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2084431.000000 Penalty: 4799.431641
	Iteration 57Q: 3 clusters Score -2084431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2084431.375000 Penalty: 4799.431641
	Iteration 58Q: 3 clusters Score -2084431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2084438.625000 Penalty: 4799.431641
	Iteration 59Q: 3 clusters Score -2084439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2084443.625000 Penalty: 4799.431641
	Iteration 60F: 3 clusters Score -2084444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2084446.750000 Penalty: 4799.431641
	Iteration 61Q: 3 clusters Score -2084447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2084447.000000 Penalty: 4799.431641
	Iteration 62Q: 3 clusters Score -2084447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2084448.500000 Penalty: 4799.431641
	Iteration 63Q: 3 clusters Score -2084448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2084452.625000 Penalty: 4799.431641
	Iteration 64Q: 3 clusters Score -2084453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2084452.250000 Penalty: 4799.431641
	Iteration 65Q: 3 clusters Score -2084452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2084455.750000 Penalty: 4799.431641
	Iteration 66Q: 3 clusters Score -2084456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2084458.875000 Penalty: 4799.431641
	Iteration 67Q: 3 clusters Score -2084459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2084461.875000 Penalty: 4799.431641
	Iteration 68Q: 3 clusters Score -2084462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2084463.125000 Penalty: 4799.431641
	Iteration 69Q: 3 clusters Score -2084463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2084463.125000 Penalty: 4799.431641
	Iteration 70F: 3 clusters Score -2084463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (115809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Entering Unmasked Estep 
Score: -15626410.000000 Penalty: 2891.604980
	Iteration 0F: 2 clusters Score -1.562641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -15549851.000000 Penalty: 5783.209961
	Iteration 0F: 3 clusters Score -1.554985e+07 nChanged 54859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -15581040.000000 Penalty: 5783.209961
	Iteration 1F: 3 clusters Score -1.558104e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -15581729.000000 Penalty: 5783.209961
	Iteration 2Q: 3 clusters Score -1.558173e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -15582510.000000 Penalty: 5783.209961
	Iteration 3Q: 3 clusters Score -1.558251e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -15583217.000000 Penalty: 5783.209961
	Iteration 4Q: 3 clusters Score -1.558322e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -15584182.000000 Penalty: 5783.209961
	Iteration 5Q: 3 clusters Score -1.558418e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -15585681.000000 Penalty: 5783.209961
	Iteration 6Q: 3 clusters Score -1.558568e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -15588021.000000 Penalty: 5783.209961
	Iteration 7Q: 3 clusters Score -1.558802e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -15591550.000000 Penalty: 5783.209961
	Iteration 8F: 3 clusters Score -1.559155e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -15597067.000000 Penalty: 5783.209961
	Iteration 9F: 3 clusters Score -1.559707e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -15604113.000000 Penalty: 5783.209961
	Iteration 10F: 3 clusters Score -1.560411e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -15611271.000000 Penalty: 5783.209961
	Iteration 11F: 3 clusters Score -1.561127e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -15616712.000000 Penalty: 5783.209961
	Iteration 12F: 3 clusters Score -1.561671e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -15620213.000000 Penalty: 5783.209961
	Iteration 13Q: 3 clusters Score -1.562021e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -15622039.000000 Penalty: 5783.209961
	Iteration 14Q: 3 clusters Score -1.562204e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15622909.000000 Penalty: 5783.209961
	Iteration 15Q: 3 clusters Score -1.562291e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15623315.000000 Penalty: 5783.209961
	Iteration 16Q: 3 clusters Score -1.562332e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15623507.000000 Penalty: 5783.209961
	Iteration 17Q: 3 clusters Score -1.562351e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15623637.000000 Penalty: 5783.209961
	Iteration 18Q: 3 clusters Score -1.562364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15623691.000000 Penalty: 5783.209961
	Iteration 19Q: 3 clusters Score -1.562369e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15623713.000000 Penalty: 5783.209961
	Iteration 20F: 3 clusters Score -1.562371e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -15623742.000000 Penalty: 5783.209961
	Iteration 21Q: 3 clusters Score -1.562374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15623743.000000 Penalty: 5783.209961
	Iteration 22Q: 3 clusters Score -1.562374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15623747.000000 Penalty: 5783.209961
	Iteration 23Q: 3 clusters Score -1.562375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15623762.000000 Penalty: 5783.209961
	Iteration 24Q: 3 clusters Score -1.562376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15623767.000000 Penalty: 5783.209961
	Iteration 25Q: 3 clusters Score -1.562377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15623767.000000 Penalty: 5783.209961
	Iteration 26Q: 3 clusters Score -1.562377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15623786.000000 Penalty: 5783.209961
	Iteration 27Q: 3 clusters Score -1.562379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15623786.000000 Penalty: 5783.209961
	Iteration 28Q: 3 clusters Score -1.562379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15623791.000000 Penalty: 5783.209961
	Iteration 29Q: 3 clusters Score -1.562379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115461 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15623788.000000 Penalty: 5783.209961
	Iteration 30Q: 3 clusters Score -1.562379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15623788.000000 Penalty: 5783.209961
	Iteration 31Q: 3 clusters Score -1.562379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15623789.000000 Penalty: 5783.209961
	Iteration 32Q: 3 clusters Score -1.562379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15623791.000000 Penalty: 5783.209961
	Iteration 33Q: 3 clusters Score -1.562379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15623795.000000 Penalty: 5783.209961
	Iteration 34Q: 3 clusters Score -1.56238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15623793.000000 Penalty: 5783.209961
	Iteration 35Q: 3 clusters Score -1.562379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15623793.000000 Penalty: 5783.209961
	Iteration 36F: 3 clusters Score -1.562379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Entering Unmasked Estep 
Score: -689866.125000 Penalty: 2123.037598
	Iteration 0F: 2 clusters Score -689866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -685188.500000 Penalty: 4246.075195
	Iteration 0F: 3 clusters Score -685188.5 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -686325.625000 Penalty: 4246.075195
	Iteration 1F: 3 clusters Score -686325.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -686582.000000 Penalty: 4246.075195
	Iteration 2F: 3 clusters Score -686582 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -686873.062500 Penalty: 4246.075195
	Iteration 3F: 3 clusters Score -686873.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -687232.625000 Penalty: 4246.075195
	Iteration 4F: 3 clusters Score -687232.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -687629.625000 Penalty: 4246.075195
	Iteration 5F: 3 clusters Score -687629.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -687988.812500 Penalty: 4246.075195
	Iteration 6F: 3 clusters Score -687988.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -688330.875000 Penalty: 4246.075195
	Iteration 7F: 3 clusters Score -688330.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -688603.750000 Penalty: 4246.075195
	Iteration 8F: 3 clusters Score -688603.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -688782.437500 Penalty: 4246.075195
	Iteration 9Q: 3 clusters Score -688782.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -688916.562500 Penalty: 4246.075195
	Iteration 10Q: 3 clusters Score -688916.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -689006.875000 Penalty: 4246.075195
	Iteration 11Q: 3 clusters Score -689006.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -689055.375000 Penalty: 4246.075195
	Iteration 12Q: 3 clusters Score -689055.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -689087.000000 Penalty: 4246.075195
	Iteration 13Q: 3 clusters Score -689087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -689104.437500 Penalty: 4246.075195
	Iteration 14Q: 3 clusters Score -689104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -689112.250000 Penalty: 4246.075195
	Iteration 15Q: 3 clusters Score -689112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -689117.125000 Penalty: 4246.075195
	Iteration 16Q: 3 clusters Score -689117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -689121.812500 Penalty: 4246.075195
	Iteration 17Q: 3 clusters Score -689121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -689123.750000 Penalty: 4246.075195
	Iteration 18Q: 3 clusters Score -689123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -689124.500000 Penalty: 4246.075195
	Iteration 19Q: 3 clusters Score -689124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -689127.125000 Penalty: 4246.075195
	Iteration 20F: 3 clusters Score -689127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -689126.562500 Penalty: 4246.075195
	Iteration 21Q: 3 clusters Score -689126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -689127.500000 Penalty: 4246.075195
	Iteration 22Q: 3 clusters Score -689127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -689127.062500 Penalty: 4246.075195
	Iteration 23Q: 3 clusters Score -689127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -689127.062500 Penalty: 4246.075195
	Iteration 24F: 3 clusters Score -689127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Entering Unmasked Estep 
Score: -1832903.625000 Penalty: 2368.652344
	Iteration 0F: 2 clusters Score -1832904 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 7066 members 
Entering Unmasked Estep 
Score: -1822709.625000 Penalty: 4737.304688
	Iteration 0F: 3 clusters Score -1822710 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1825950.875000 Penalty: 4737.304688
	Iteration 1F: 3 clusters Score -1825951 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1826549.875000 Penalty: 4737.304688
	Iteration 2F: 3 clusters Score -1826550 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1827273.625000 Penalty: 4737.304688
	Iteration 3F: 3 clusters Score -1827274 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1828070.375000 Penalty: 4737.304688
	Iteration 4F: 3 clusters Score -1828070 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1828871.375000 Penalty: 4737.304688
	Iteration 5F: 3 clusters Score -1828871 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1829566.500000 Penalty: 4737.304688
	Iteration 6F: 3 clusters Score -1829566 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1830139.250000 Penalty: 4737.304688
	Iteration 7F: 3 clusters Score -1830139 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1830540.250000 Penalty: 4737.304688
	Iteration 8Q: 3 clusters Score -1830540 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1830849.250000 Penalty: 4737.304688
	Iteration 9Q: 3 clusters Score -1830849 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1831099.750000 Penalty: 4737.304688
	Iteration 10Q: 3 clusters Score -1831100 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1831304.250000 Penalty: 4737.304688
	Iteration 11Q: 3 clusters Score -1831304 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1831492.625000 Penalty: 4737.304688
	Iteration 12Q: 3 clusters Score -1831493 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1831639.125000 Penalty: 4737.304688
	Iteration 13Q: 3 clusters Score -1831639 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1831747.625000 Penalty: 4737.304688
	Iteration 14Q: 3 clusters Score -1831748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1831825.750000 Penalty: 4737.304688
	Iteration 15Q: 3 clusters Score -1831826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1831885.625000 Penalty: 4737.304688
	Iteration 16Q: 3 clusters Score -1831886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1831935.375000 Penalty: 4737.304688
	Iteration 17Q: 3 clusters Score -1831935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1831975.625000 Penalty: 4737.304688
	Iteration 18Q: 3 clusters Score -1831976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1831998.875000 Penalty: 4737.304688
	Iteration 19Q: 3 clusters Score -1831999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1832018.500000 Penalty: 4737.304688
	Iteration 20F: 3 clusters Score -1832018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1832037.500000 Penalty: 4737.304688
	Iteration 21Q: 3 clusters Score -1832038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1832041.250000 Penalty: 4737.304688
	Iteration 22Q: 3 clusters Score -1832041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1832046.125000 Penalty: 4737.304688
	Iteration 23Q: 3 clusters Score -1832046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1832053.375000 Penalty: 4737.304688
	Iteration 24Q: 3 clusters Score -1832053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1832054.375000 Penalty: 4737.304688
	Iteration 25Q: 3 clusters Score -1832054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1832060.375000 Penalty: 4737.304688
	Iteration 26Q: 3 clusters Score -1832060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1832061.750000 Penalty: 4737.304688
	Iteration 27Q: 3 clusters Score -1832062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1832061.750000 Penalty: 4737.304688
	Iteration 28F: 3 clusters Score -1832062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -543194.625000 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -543194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -539309.187500 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -539309.2 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -540146.750000 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -540146.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -540328.000000 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -540328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -540409.875000 Penalty: 4113.104004
	Iteration 3Q: 3 clusters Score -540409.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -540459.500000 Penalty: 4113.104004
	Iteration 4Q: 3 clusters Score -540459.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -540505.937500 Penalty: 4113.104004
	Iteration 5Q: 3 clusters Score -540505.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -540543.875000 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -540543.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -540573.437500 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -540573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -540593.437500 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -540593.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -540607.625000 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -540607.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -540625.062500 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -540625.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540638.875000 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -540638.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -540651.375000 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -540651.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -540661.437500 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -540661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -540668.000000 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -540668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -540675.625000 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -540675.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -540683.812500 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -540683.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -540692.937500 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -540692.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -540706.437500 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -540706.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -540722.125000 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -540722.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -540734.000000 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -540734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -540749.562500 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -540749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -540762.750000 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -540762.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -540779.000000 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -540779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -540795.937500 Penalty: 4113.104004
	Iteration 24Q: 3 clusters Score -540795.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -540806.437500 Penalty: 4113.104004
	Iteration 25Q: 3 clusters Score -540806.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -540819.125000 Penalty: 4113.104004
	Iteration 26Q: 3 clusters Score -540819.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -540832.625000 Penalty: 4113.104004
	Iteration 27Q: 3 clusters Score -540832.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -540840.812500 Penalty: 4113.104004
	Iteration 28Q: 3 clusters Score -540840.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -540848.750000 Penalty: 4113.104004
	Iteration 29Q: 3 clusters Score -540848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -540854.750000 Penalty: 4113.104004
	Iteration 30Q: 3 clusters Score -540854.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -540864.562500 Penalty: 4113.104004
	Iteration 31Q: 3 clusters Score -540864.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -540874.875000 Penalty: 4113.104004
	Iteration 32Q: 3 clusters Score -540874.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -540886.937500 Penalty: 4113.104004
	Iteration 33Q: 3 clusters Score -540886.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -540904.000000 Penalty: 4113.104004
	Iteration 34Q: 3 clusters Score -540904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -540923.312500 Penalty: 4113.104004
	Iteration 35Q: 3 clusters Score -540923.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -540943.562500 Penalty: 4113.104004
	Iteration 36Q: 3 clusters Score -540943.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -540964.625000 Penalty: 4113.104004
	Iteration 37Q: 3 clusters Score -540964.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -540993.625000 Penalty: 4113.104004
	Iteration 38Q: 3 clusters Score -540993.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -541028.000000 Penalty: 4113.104004
	Iteration 39Q: 3 clusters Score -541028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -541064.500000 Penalty: 4113.104004
	Iteration 40F: 3 clusters Score -541064.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -541086.937500 Penalty: 4113.104004
	Iteration 41Q: 3 clusters Score -541086.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -541108.625000 Penalty: 4113.104004
	Iteration 42Q: 3 clusters Score -541108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -541125.375000 Penalty: 4113.104004
	Iteration 43Q: 3 clusters Score -541125.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -541144.812500 Penalty: 4113.104004
	Iteration 44Q: 3 clusters Score -541144.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -541166.562500 Penalty: 4113.104004
	Iteration 45Q: 3 clusters Score -541166.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -541184.500000 Penalty: 4113.104004
	Iteration 46Q: 3 clusters Score -541184.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -541199.625000 Penalty: 4113.104004
	Iteration 47Q: 3 clusters Score -541199.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -541213.312500 Penalty: 4113.104004
	Iteration 48Q: 3 clusters Score -541213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -541224.500000 Penalty: 4113.104004
	Iteration 49Q: 3 clusters Score -541224.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -541238.937500 Penalty: 4113.104004
	Iteration 50Q: 3 clusters Score -541238.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -541260.125000 Penalty: 4113.104004
	Iteration 51Q: 3 clusters Score -541260.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -541278.250000 Penalty: 4113.104004
	Iteration 52Q: 3 clusters Score -541278.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -541296.875000 Penalty: 4113.104004
	Iteration 53Q: 3 clusters Score -541296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -541306.437500 Penalty: 4113.104004
	Iteration 54Q: 3 clusters Score -541306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -541314.250000 Penalty: 4113.104004
	Iteration 55Q: 3 clusters Score -541314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -541321.312500 Penalty: 4113.104004
	Iteration 56Q: 3 clusters Score -541321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -541332.250000 Penalty: 4113.104004
	Iteration 57Q: 3 clusters Score -541332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -541340.125000 Penalty: 4113.104004
	Iteration 58Q: 3 clusters Score -541340.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -541344.437500 Penalty: 4113.104004
	Iteration 59Q: 3 clusters Score -541344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -541348.562500 Penalty: 4113.104004
	Iteration 60F: 3 clusters Score -541348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -541352.375000 Penalty: 4113.104004
	Iteration 61Q: 3 clusters Score -541352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -541354.437500 Penalty: 4113.104004
	Iteration 62Q: 3 clusters Score -541354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -541355.875000 Penalty: 4113.104004
	Iteration 63Q: 3 clusters Score -541355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -541356.062500 Penalty: 4113.104004
	Iteration 64Q: 3 clusters Score -541356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -541358.625000 Penalty: 4113.104004
	Iteration 65Q: 3 clusters Score -541358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -541360.812500 Penalty: 4113.104004
	Iteration 66Q: 3 clusters Score -541360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -541361.937500 Penalty: 4113.104004
	Iteration 67Q: 3 clusters Score -541361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -541362.687500 Penalty: 4113.104004
	Iteration 68Q: 3 clusters Score -541362.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -541364.375000 Penalty: 4113.104004
	Iteration 69Q: 3 clusters Score -541364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -541365.250000 Penalty: 4113.104004
	Iteration 70Q: 3 clusters Score -541365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -541367.437500 Penalty: 4113.104004
	Iteration 71Q: 3 clusters Score -541367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -541367.375000 Penalty: 4113.104004
	Iteration 72Q: 3 clusters Score -541367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -541367.375000 Penalty: 4113.104004
	Iteration 73Q: 3 clusters Score -541367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -541367.187500 Penalty: 4113.104004
	Iteration 74Q: 3 clusters Score -541367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -541367.187500 Penalty: 4113.104004
	Iteration 75F: 3 clusters Score -541367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49857.898438 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49857.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50021.066406 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -50021.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50076.414062 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -50076.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50100.121094 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50100.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50110.546875 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50110.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50117.960938 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50117.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50121.808594 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -50121.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50123.367188 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -50123.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50127.949219 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -50127.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50127.949219 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -50127.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Entering Unmasked Estep 
Score: -1198886.250000 Penalty: 2259.326660
	Iteration 0F: 2 clusters Score -1198886 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 4510 members 
Entering Unmasked Estep 
Score: -1191814.750000 Penalty: 4518.653320
	Iteration 0F: 3 clusters Score -1191815 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1193975.125000 Penalty: 4518.653320
	Iteration 1F: 3 clusters Score -1193975 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1194338.625000 Penalty: 4518.653320
	Iteration 2F: 3 clusters Score -1194339 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1194604.375000 Penalty: 4518.653320
	Iteration 3F: 3 clusters Score -1194604 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1194851.875000 Penalty: 4518.653320
	Iteration 4Q: 3 clusters Score -1194852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1195096.875000 Penalty: 4518.653320
	Iteration 5Q: 3 clusters Score -1195097 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1195341.500000 Penalty: 4518.653320
	Iteration 6Q: 3 clusters Score -1195342 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1195562.875000 Penalty: 4518.653320
	Iteration 7Q: 3 clusters Score -1195563 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1195763.375000 Penalty: 4518.653320
	Iteration 8Q: 3 clusters Score -1195763 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1195914.750000 Penalty: 4518.653320
	Iteration 9Q: 3 clusters Score -1195915 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1196012.750000 Penalty: 4518.653320
	Iteration 10Q: 3 clusters Score -1196013 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1196084.750000 Penalty: 4518.653320
	Iteration 11Q: 3 clusters Score -1196085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1196149.000000 Penalty: 4518.653320
	Iteration 12Q: 3 clusters Score -1196149 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1196204.000000 Penalty: 4518.653320
	Iteration 13Q: 3 clusters Score -1196204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1196260.125000 Penalty: 4518.653320
	Iteration 14Q: 3 clusters Score -1196260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1196318.250000 Penalty: 4518.653320
	Iteration 15Q: 3 clusters Score -1196318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1196369.125000 Penalty: 4518.653320
	Iteration 16Q: 3 clusters Score -1196369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1196423.000000 Penalty: 4518.653320
	Iteration 17Q: 3 clusters Score -1196423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1196460.500000 Penalty: 4518.653320
	Iteration 18Q: 3 clusters Score -1196460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1196491.125000 Penalty: 4518.653320
	Iteration 19Q: 3 clusters Score -1196491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1196524.500000 Penalty: 4518.653320
	Iteration 20F: 3 clusters Score -1196524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1196556.125000 Penalty: 4518.653320
	Iteration 21Q: 3 clusters Score -1196556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1196577.000000 Penalty: 4518.653320
	Iteration 22Q: 3 clusters Score -1196577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1196600.875000 Penalty: 4518.653320
	Iteration 23Q: 3 clusters Score -1196601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1196616.625000 Penalty: 4518.653320
	Iteration 24Q: 3 clusters Score -1196617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1196635.625000 Penalty: 4518.653320
	Iteration 25Q: 3 clusters Score -1196636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1196650.375000 Penalty: 4518.653320
	Iteration 26Q: 3 clusters Score -1196650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1196664.750000 Penalty: 4518.653320
	Iteration 27Q: 3 clusters Score -1196665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1196677.375000 Penalty: 4518.653320
	Iteration 28Q: 3 clusters Score -1196677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1196690.000000 Penalty: 4518.653320
	Iteration 29Q: 3 clusters Score -1196690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1196704.125000 Penalty: 4518.653320
	Iteration 30Q: 3 clusters Score -1196704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1196718.375000 Penalty: 4518.653320
	Iteration 31Q: 3 clusters Score -1196718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1196735.625000 Penalty: 4518.653320
	Iteration 32Q: 3 clusters Score -1196736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1196749.375000 Penalty: 4518.653320
	Iteration 33Q: 3 clusters Score -1196749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1196758.375000 Penalty: 4518.653320
	Iteration 34Q: 3 clusters Score -1196758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1196771.000000 Penalty: 4518.653320
	Iteration 35Q: 3 clusters Score -1196771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1196784.000000 Penalty: 4518.653320
	Iteration 36Q: 3 clusters Score -1196784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1196802.250000 Penalty: 4518.653320
	Iteration 37Q: 3 clusters Score -1196802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1196808.625000 Penalty: 4518.653320
	Iteration 38Q: 3 clusters Score -1196809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1196821.750000 Penalty: 4518.653320
	Iteration 39Q: 3 clusters Score -1196822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1196828.250000 Penalty: 4518.653320
	Iteration 40F: 3 clusters Score -1196828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1196833.500000 Penalty: 4518.653320
	Iteration 41Q: 3 clusters Score -1196834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1196846.000000 Penalty: 4518.653320
	Iteration 42Q: 3 clusters Score -1196846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1196848.875000 Penalty: 4518.653320
	Iteration 43Q: 3 clusters Score -1196849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1196855.375000 Penalty: 4518.653320
	Iteration 44Q: 3 clusters Score -1196855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1196857.750000 Penalty: 4518.653320
	Iteration 45Q: 3 clusters Score -1196858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1196859.750000 Penalty: 4518.653320
	Iteration 46Q: 3 clusters Score -1196860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1196861.500000 Penalty: 4518.653320
	Iteration 47Q: 3 clusters Score -1196862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1196864.000000 Penalty: 4518.653320
	Iteration 48Q: 3 clusters Score -1196864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1196864.875000 Penalty: 4518.653320
	Iteration 49Q: 3 clusters Score -1196865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1196869.500000 Penalty: 4518.653320
	Iteration 50Q: 3 clusters Score -1196870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1196884.000000 Penalty: 4518.653320
	Iteration 51Q: 3 clusters Score -1196884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1196892.375000 Penalty: 4518.653320
	Iteration 52Q: 3 clusters Score -1196892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1196902.875000 Penalty: 4518.653320
	Iteration 53Q: 3 clusters Score -1196903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1196909.000000 Penalty: 4518.653320
	Iteration 54Q: 3 clusters Score -1196909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1196912.625000 Penalty: 4518.653320
	Iteration 55Q: 3 clusters Score -1196913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1196914.500000 Penalty: 4518.653320
	Iteration 56Q: 3 clusters Score -1196914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1196918.625000 Penalty: 4518.653320
	Iteration 57Q: 3 clusters Score -1196919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1196919.125000 Penalty: 4518.653320
	Iteration 58Q: 3 clusters Score -1196919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1196923.750000 Penalty: 4518.653320
	Iteration 59Q: 3 clusters Score -1196924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1196926.750000 Penalty: 4518.653320
	Iteration 60F: 3 clusters Score -1196927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1196929.125000 Penalty: 4518.653320
	Iteration 61Q: 3 clusters Score -1196929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1196930.000000 Penalty: 4518.653320
	Iteration 62Q: 3 clusters Score -1196930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1196929.875000 Penalty: 4518.653320
	Iteration 63Q: 3 clusters Score -1196930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1196929.875000 Penalty: 4518.653320
	Iteration 64F: 3 clusters Score -1196930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -891761.687500 Penalty: 2201.071289
	Iteration 0F: 2 clusters Score -891761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -885872.312500 Penalty: 4402.142578
	Iteration 0F: 3 clusters Score -885872.3 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -887632.812500 Penalty: 4402.142578
	Iteration 1F: 3 clusters Score -887632.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -887964.375000 Penalty: 4402.142578
	Iteration 2F: 3 clusters Score -887964.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -888243.125000 Penalty: 4402.142578
	Iteration 3F: 3 clusters Score -888243.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -888532.500000 Penalty: 4402.142578
	Iteration 4F: 3 clusters Score -888532.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -888891.875000 Penalty: 4402.142578
	Iteration 5F: 3 clusters Score -888891.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -889288.937500 Penalty: 4402.142578
	Iteration 6F: 3 clusters Score -889288.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -889701.062500 Penalty: 4402.142578
	Iteration 7F: 3 clusters Score -889701.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -889997.875000 Penalty: 4402.142578
	Iteration 8F: 3 clusters Score -889997.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -890239.625000 Penalty: 4402.142578
	Iteration 9Q: 3 clusters Score -890239.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -890389.562500 Penalty: 4402.142578
	Iteration 10Q: 3 clusters Score -890389.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -890480.000000 Penalty: 4402.142578
	Iteration 11Q: 3 clusters Score -890480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -890540.312500 Penalty: 4402.142578
	Iteration 12Q: 3 clusters Score -890540.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -890581.750000 Penalty: 4402.142578
	Iteration 13Q: 3 clusters Score -890581.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -890615.562500 Penalty: 4402.142578
	Iteration 14Q: 3 clusters Score -890615.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -890647.187500 Penalty: 4402.142578
	Iteration 15Q: 3 clusters Score -890647.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -890676.125000 Penalty: 4402.142578
	Iteration 16Q: 3 clusters Score -890676.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -890691.625000 Penalty: 4402.142578
	Iteration 17Q: 3 clusters Score -890691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -890701.437500 Penalty: 4402.142578
	Iteration 18Q: 3 clusters Score -890701.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -890710.937500 Penalty: 4402.142578
	Iteration 19Q: 3 clusters Score -890710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -890717.187500 Penalty: 4402.142578
	Iteration 20F: 3 clusters Score -890717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -890724.375000 Penalty: 4402.142578
	Iteration 21Q: 3 clusters Score -890724.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -890730.125000 Penalty: 4402.142578
	Iteration 22Q: 3 clusters Score -890730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -890734.437500 Penalty: 4402.142578
	Iteration 23Q: 3 clusters Score -890734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -890735.187500 Penalty: 4402.142578
	Iteration 24Q: 3 clusters Score -890735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -890736.500000 Penalty: 4402.142578
	Iteration 25Q: 3 clusters Score -890736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -890736.500000 Penalty: 4402.142578
	Iteration 26F: 3 clusters Score -890736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Entering Unmasked Estep 
Score: -5463151.500000 Penalty: 2629.627686
	Iteration 0F: 2 clusters Score -5463152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5435910.000000 Penalty: 5259.255371
	Iteration 0F: 3 clusters Score -5435910 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5446334.000000 Penalty: 5259.255371
	Iteration 1F: 3 clusters Score -5446334 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5446872.500000 Penalty: 5259.255371
	Iteration 2Q: 3 clusters Score -5446872 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5447405.000000 Penalty: 5259.255371
	Iteration 3Q: 3 clusters Score -5447405 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5447890.500000 Penalty: 5259.255371
	Iteration 4Q: 3 clusters Score -5447890 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5448405.000000 Penalty: 5259.255371
	Iteration 5Q: 3 clusters Score -5448405 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5448929.000000 Penalty: 5259.255371
	Iteration 6Q: 3 clusters Score -5448929 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5449527.500000 Penalty: 5259.255371
	Iteration 7Q: 3 clusters Score -5449528 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5450138.500000 Penalty: 5259.255371
	Iteration 8Q: 3 clusters Score -5450138 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -5450852.000000 Penalty: 5259.255371
	Iteration 9Q: 3 clusters Score -5450852 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5451755.000000 Penalty: 5259.255371
	Iteration 10Q: 3 clusters Score -5451755 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5452812.500000 Penalty: 5259.255371
	Iteration 11Q: 3 clusters Score -5452812 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5453827.500000 Penalty: 5259.255371
	Iteration 12Q: 3 clusters Score -5453828 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5454753.500000 Penalty: 5259.255371
	Iteration 13Q: 3 clusters Score -5454754 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5455481.500000 Penalty: 5259.255371
	Iteration 14Q: 3 clusters Score -5455482 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5456022.000000 Penalty: 5259.255371
	Iteration 15Q: 3 clusters Score -5456022 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5456463.000000 Penalty: 5259.255371
	Iteration 16Q: 3 clusters Score -5456463 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -5456811.500000 Penalty: 5259.255371
	Iteration 17Q: 3 clusters Score -5456812 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5457069.000000 Penalty: 5259.255371
	Iteration 18Q: 3 clusters Score -5457069 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -5457241.500000 Penalty: 5259.255371
	Iteration 19Q: 3 clusters Score -5457242 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -5457380.000000 Penalty: 5259.255371
	Iteration 20F: 3 clusters Score -5457380 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -5457505.000000 Penalty: 5259.255371
	Iteration 21Q: 3 clusters Score -5457505 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -5457574.000000 Penalty: 5259.255371
	Iteration 22Q: 3 clusters Score -5457574 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -5457650.500000 Penalty: 5259.255371
	Iteration 23Q: 3 clusters Score -5457650 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5457716.500000 Penalty: 5259.255371
	Iteration 24Q: 3 clusters Score -5457716 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5457821.500000 Penalty: 5259.255371
	Iteration 25Q: 3 clusters Score -5457822 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -5457867.500000 Penalty: 5259.255371
	Iteration 26Q: 3 clusters Score -5457868 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5457967.000000 Penalty: 5259.255371
	Iteration 27Q: 3 clusters Score -5457967 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -5458046.000000 Penalty: 5259.255371
	Iteration 28Q: 3 clusters Score -5458046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5458099.000000 Penalty: 5259.255371
	Iteration 29Q: 3 clusters Score -5458099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5458145.000000 Penalty: 5259.255371
	Iteration 30Q: 3 clusters Score -5458145 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5458166.500000 Penalty: 5259.255371
	Iteration 31Q: 3 clusters Score -5458166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -5458230.000000 Penalty: 5259.255371
	Iteration 32Q: 3 clusters Score -5458230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -5458255.500000 Penalty: 5259.255371
	Iteration 33Q: 3 clusters Score -5458256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -5458267.500000 Penalty: 5259.255371
	Iteration 34Q: 3 clusters Score -5458268 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -5458317.500000 Penalty: 5259.255371
	Iteration 35Q: 3 clusters Score -5458318 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5458339.000000 Penalty: 5259.255371
	Iteration 36Q: 3 clusters Score -5458339 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5458385.000000 Penalty: 5259.255371
	Iteration 37Q: 3 clusters Score -5458385 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -5458410.500000 Penalty: 5259.255371
	Iteration 38Q: 3 clusters Score -5458410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -5458422.500000 Penalty: 5259.255371
	Iteration 39Q: 3 clusters Score -5458422 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -5458455.000000 Penalty: 5259.255371
	Iteration 40F: 3 clusters Score -5458455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5458471.500000 Penalty: 5259.255371
	Iteration 41Q: 3 clusters Score -5458472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5458509.000000 Penalty: 5259.255371
	Iteration 42Q: 3 clusters Score -5458509 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5458556.000000 Penalty: 5259.255371
	Iteration 43Q: 3 clusters Score -5458556 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -5458592.000000 Penalty: 5259.255371
	Iteration 44Q: 3 clusters Score -5458592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -5458631.000000 Penalty: 5259.255371
	Iteration 45Q: 3 clusters Score -5458631 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5458688.000000 Penalty: 5259.255371
	Iteration 46Q: 3 clusters Score -5458688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5458738.500000 Penalty: 5259.255371
	Iteration 47Q: 3 clusters Score -5458738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -5458796.500000 Penalty: 5259.255371
	Iteration 48Q: 3 clusters Score -5458796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5458855.000000 Penalty: 5259.255371
	Iteration 49Q: 3 clusters Score -5458855 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5458915.500000 Penalty: 5259.255371
	Iteration 50Q: 3 clusters Score -5458916 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5458966.500000 Penalty: 5259.255371
	Iteration 51Q: 3 clusters Score -5458966 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -5459021.000000 Penalty: 5259.255371
	Iteration 52Q: 3 clusters Score -5459021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5459043.000000 Penalty: 5259.255371
	Iteration 53Q: 3 clusters Score -5459043 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -5459080.500000 Penalty: 5259.255371
	Iteration 54Q: 3 clusters Score -5459080 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5459123.500000 Penalty: 5259.255371
	Iteration 55Q: 3 clusters Score -5459124 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5459200.500000 Penalty: 5259.255371
	Iteration 56Q: 3 clusters Score -5459200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5459261.500000 Penalty: 5259.255371
	Iteration 57Q: 3 clusters Score -5459262 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5459328.000000 Penalty: 5259.255371
	Iteration 58Q: 3 clusters Score -5459328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5459386.500000 Penalty: 5259.255371
	Iteration 59Q: 3 clusters Score -5459386 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5459467.000000 Penalty: 5259.255371
	Iteration 60F: 3 clusters Score -5459467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5459553.000000 Penalty: 5259.255371
	Iteration 61Q: 3 clusters Score -5459553 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5459639.500000 Penalty: 5259.255371
	Iteration 62Q: 3 clusters Score -5459640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5459713.000000 Penalty: 5259.255371
	Iteration 63Q: 3 clusters Score -5459713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5459760.500000 Penalty: 5259.255371
	Iteration 64Q: 3 clusters Score -5459760 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5459837.000000 Penalty: 5259.255371
	Iteration 65Q: 3 clusters Score -5459837 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5459917.500000 Penalty: 5259.255371
	Iteration 66Q: 3 clusters Score -5459918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5459985.000000 Penalty: 5259.255371
	Iteration 67Q: 3 clusters Score -5459985 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5460063.500000 Penalty: 5259.255371
	Iteration 68Q: 3 clusters Score -5460064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5460148.500000 Penalty: 5259.255371
	Iteration 69Q: 3 clusters Score -5460148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5460231.000000 Penalty: 5259.255371
	Iteration 70Q: 3 clusters Score -5460231 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5460296.000000 Penalty: 5259.255371
	Iteration 71Q: 3 clusters Score -5460296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5460358.500000 Penalty: 5259.255371
	Iteration 72Q: 3 clusters Score -5460358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5460417.000000 Penalty: 5259.255371
	Iteration 73Q: 3 clusters Score -5460417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5460456.000000 Penalty: 5259.255371
	Iteration 74Q: 3 clusters Score -5460456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5460494.000000 Penalty: 5259.255371
	Iteration 75Q: 3 clusters Score -5460494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5460551.500000 Penalty: 5259.255371
	Iteration 76Q: 3 clusters Score -5460552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5460600.500000 Penalty: 5259.255371
	Iteration 77Q: 3 clusters Score -5460600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5460661.000000 Penalty: 5259.255371
	Iteration 78Q: 3 clusters Score -5460661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5460697.500000 Penalty: 5259.255371
	Iteration 79Q: 3 clusters Score -5460698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5460739.500000 Penalty: 5259.255371
	Iteration 80F: 3 clusters Score -5460740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5460765.500000 Penalty: 5259.255371
	Iteration 81Q: 3 clusters Score -5460766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5460781.000000 Penalty: 5259.255371
	Iteration 82Q: 3 clusters Score -5460781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5460816.000000 Penalty: 5259.255371
	Iteration 83Q: 3 clusters Score -5460816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5460828.000000 Penalty: 5259.255371
	Iteration 84Q: 3 clusters Score -5460828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5460842.500000 Penalty: 5259.255371
	Iteration 85Q: 3 clusters Score -5460842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5460853.500000 Penalty: 5259.255371
	Iteration 86Q: 3 clusters Score -5460854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5460863.000000 Penalty: 5259.255371
	Iteration 87Q: 3 clusters Score -5460863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5460868.000000 Penalty: 5259.255371
	Iteration 88Q: 3 clusters Score -5460868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5460891.500000 Penalty: 5259.255371
	Iteration 89Q: 3 clusters Score -5460892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5460903.500000 Penalty: 5259.255371
	Iteration 90Q: 3 clusters Score -5460904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5460907.000000 Penalty: 5259.255371
	Iteration 91Q: 3 clusters Score -5460907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5460917.500000 Penalty: 5259.255371
	Iteration 92Q: 3 clusters Score -5460918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5460921.500000 Penalty: 5259.255371
	Iteration 93Q: 3 clusters Score -5460922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5460925.500000 Penalty: 5259.255371
	Iteration 94Q: 3 clusters Score -5460926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5460929.000000 Penalty: 5259.255371
	Iteration 95Q: 3 clusters Score -5460929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5460929.000000 Penalty: 5259.255371
	Iteration 96Q: 3 clusters Score -5460929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5460929.500000 Penalty: 5259.255371
	Iteration 97Q: 3 clusters Score -5460930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5460930.000000 Penalty: 5259.255371
	Iteration 98Q: 3 clusters Score -5460930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5460922.000000 Penalty: 5259.255371
	Iteration 99Q: 3 clusters Score -5460922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5460922.000000 Penalty: 5259.255371
	Iteration 100F: 3 clusters Score -5460922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Entering Unmasked Estep 
Score: -22331272.000000 Penalty: 2983.193848
	Iteration 0F: 2 clusters Score -2.233127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -22224642.000000 Penalty: 5966.387695
	Iteration 0F: 3 clusters Score -2.222464e+07 nChanged 80407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -22271268.000000 Penalty: 5966.387695
	Iteration 1F: 3 clusters Score -2.227127e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -22272232.000000 Penalty: 5966.387695
	Iteration 2Q: 3 clusters Score -2.227223e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -22273648.000000 Penalty: 5966.387695
	Iteration 3Q: 3 clusters Score -2.227365e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -22275650.000000 Penalty: 5966.387695
	Iteration 4Q: 3 clusters Score -2.227565e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -22278700.000000 Penalty: 5966.387695
	Iteration 5Q: 3 clusters Score -2.22787e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -22283946.000000 Penalty: 5966.387695
	Iteration 6F: 3 clusters Score -2.228395e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -22292314.000000 Penalty: 5966.387695
	Iteration 7F: 3 clusters Score -2.229231e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 134969 members 
Entering Unmasked Estep 
Score: -22303452.000000 Penalty: 5966.387695
	Iteration 8F: 3 clusters Score -2.230345e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
Score: -22313812.000000 Penalty: 5966.387695
	Iteration 9F: 3 clusters Score -2.231381e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -22321104.000000 Penalty: 5966.387695
	Iteration 10F: 3 clusters Score -2.23211e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -22325288.000000 Penalty: 5966.387695
	Iteration 11Q: 3 clusters Score -2.232529e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -22327110.000000 Penalty: 5966.387695
	Iteration 12Q: 3 clusters Score -2.232711e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 166073 members 
Entering Unmasked Estep 
Score: -22327932.000000 Penalty: 5966.387695
	Iteration 13Q: 3 clusters Score -2.232793e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -22328250.000000 Penalty: 5966.387695
	Iteration 14Q: 3 clusters Score -2.232825e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -22328470.000000 Penalty: 5966.387695
	Iteration 15Q: 3 clusters Score -2.232847e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -22328540.000000 Penalty: 5966.387695
	Iteration 16Q: 3 clusters Score -2.232854e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22328638.000000 Penalty: 5966.387695
	Iteration 17Q: 3 clusters Score -2.232864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -22328678.000000 Penalty: 5966.387695
	Iteration 18Q: 3 clusters Score -2.232868e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -22328706.000000 Penalty: 5966.387695
	Iteration 19Q: 3 clusters Score -2.232871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 166951 members 
Entering Unmasked Estep 
Score: -22328752.000000 Penalty: 5966.387695
	Iteration 20F: 3 clusters Score -2.232875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22328774.000000 Penalty: 5966.387695
	Iteration 21Q: 3 clusters Score -2.232877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -22328770.000000 Penalty: 5966.387695
	Iteration 22Q: 3 clusters Score -2.232877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 166975 members 
Entering Unmasked Estep 
Score: -22328776.000000 Penalty: 5966.387695
	Iteration 23Q: 3 clusters Score -2.232878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -22328780.000000 Penalty: 5966.387695
	Iteration 24Q: 3 clusters Score -2.232878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -22328788.000000 Penalty: 5966.387695
	Iteration 25Q: 3 clusters Score -2.232879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -22328798.000000 Penalty: 5966.387695
	Iteration 26Q: 3 clusters Score -2.23288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -22328810.000000 Penalty: 5966.387695
	Iteration 27Q: 3 clusters Score -2.232881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -22328802.000000 Penalty: 5966.387695
	Iteration 28Q: 3 clusters Score -2.23288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -22328796.000000 Penalty: 5966.387695
	Iteration 29Q: 3 clusters Score -2.23288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 166998 members 
Entering Unmasked Estep 
Score: -22328808.000000 Penalty: 5966.387695
	Iteration 30Q: 3 clusters Score -2.232881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -22328814.000000 Penalty: 5966.387695
	Iteration 31Q: 3 clusters Score -2.232881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -22328800.000000 Penalty: 5966.387695
	Iteration 32Q: 3 clusters Score -2.23288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -22328798.000000 Penalty: 5966.387695
	Iteration 33Q: 3 clusters Score -2.23288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -22328814.000000 Penalty: 5966.387695
	Iteration 34Q: 3 clusters Score -2.232881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -22328804.000000 Penalty: 5966.387695
	Iteration 35Q: 3 clusters Score -2.23288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -22328804.000000 Penalty: 5966.387695
	Iteration 36Q: 3 clusters Score -2.23288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -22328804.000000 Penalty: 5966.387695
	Iteration 37F: 3 clusters Score -2.23288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Entering Unmasked Estep 
Score: -17236104.000000 Penalty: 2923.729004
	Iteration 0F: 2 clusters Score -1.72361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -17148238.000000 Penalty: 5847.458008
	Iteration 0F: 3 clusters Score -1.714824e+07 nChanged 63077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -17185152.000000 Penalty: 5847.458008
	Iteration 1F: 3 clusters Score -1.718515e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -17186746.000000 Penalty: 5847.458008
	Iteration 2Q: 3 clusters Score -1.718675e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -17188820.000000 Penalty: 5847.458008
	Iteration 3Q: 3 clusters Score -1.718882e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -17191654.000000 Penalty: 5847.458008
	Iteration 4Q: 3 clusters Score -1.719165e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -17195038.000000 Penalty: 5847.458008
	Iteration 5F: 3 clusters Score -1.719504e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -17198912.000000 Penalty: 5847.458008
	Iteration 6F: 3 clusters Score -1.719891e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -17202818.000000 Penalty: 5847.458008
	Iteration 7F: 3 clusters Score -1.720282e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -17205860.000000 Penalty: 5847.458008
	Iteration 8F: 3 clusters Score -1.720586e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -17208082.000000 Penalty: 5847.458008
	Iteration 9Q: 3 clusters Score -1.720808e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -17209670.000000 Penalty: 5847.458008
	Iteration 10Q: 3 clusters Score -1.720967e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -17210596.000000 Penalty: 5847.458008
	Iteration 11Q: 3 clusters Score -1.72106e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -17211242.000000 Penalty: 5847.458008
	Iteration 12Q: 3 clusters Score -1.721124e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -17211556.000000 Penalty: 5847.458008
	Iteration 13Q: 3 clusters Score -1.721156e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -17211848.000000 Penalty: 5847.458008
	Iteration 14Q: 3 clusters Score -1.721185e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -17211998.000000 Penalty: 5847.458008
	Iteration 15Q: 3 clusters Score -1.7212e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -17212124.000000 Penalty: 5847.458008
	Iteration 16Q: 3 clusters Score -1.721212e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -17212252.000000 Penalty: 5847.458008
	Iteration 17Q: 3 clusters Score -1.721225e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -17212426.000000 Penalty: 5847.458008
	Iteration 18Q: 3 clusters Score -1.721243e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -17212636.000000 Penalty: 5847.458008
	Iteration 19Q: 3 clusters Score -1.721264e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -17212830.000000 Penalty: 5847.458008
	Iteration 20F: 3 clusters Score -1.721283e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -17213148.000000 Penalty: 5847.458008
	Iteration 21Q: 3 clusters Score -1.721315e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -17213482.000000 Penalty: 5847.458008
	Iteration 22Q: 3 clusters Score -1.721348e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -17213790.000000 Penalty: 5847.458008
	Iteration 23Q: 3 clusters Score -1.721379e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -17214082.000000 Penalty: 5847.458008
	Iteration 24Q: 3 clusters Score -1.721408e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -17214586.000000 Penalty: 5847.458008
	Iteration 25Q: 3 clusters Score -1.721459e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -17215066.000000 Penalty: 5847.458008
	Iteration 26Q: 3 clusters Score -1.721507e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -17215722.000000 Penalty: 5847.458008
	Iteration 27Q: 3 clusters Score -1.721572e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -17216614.000000 Penalty: 5847.458008
	Iteration 28Q: 3 clusters Score -1.721661e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -17217726.000000 Penalty: 5847.458008
	Iteration 29Q: 3 clusters Score -1.721773e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -17219294.000000 Penalty: 5847.458008
	Iteration 30Q: 3 clusters Score -1.721929e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -17221302.000000 Penalty: 5847.458008
	Iteration 31Q: 3 clusters Score -1.72213e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -17223722.000000 Penalty: 5847.458008
	Iteration 32Q: 3 clusters Score -1.722372e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 122254 members 
Entering Unmasked Estep 
Score: -17226428.000000 Penalty: 5847.458008
	Iteration 33Q: 3 clusters Score -1.722643e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -17229036.000000 Penalty: 5847.458008
	Iteration 34Q: 3 clusters Score -1.722904e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -17231070.000000 Penalty: 5847.458008
	Iteration 35Q: 3 clusters Score -1.723107e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -17232254.000000 Penalty: 5847.458008
	Iteration 36Q: 3 clusters Score -1.723225e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 130447 members 
Entering Unmasked Estep 
Score: -17232826.000000 Penalty: 5847.458008
	Iteration 37Q: 3 clusters Score -1.723283e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 130849 members 
Entering Unmasked Estep 
Score: -17233158.000000 Penalty: 5847.458008
	Iteration 38Q: 3 clusters Score -1.723316e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -17233328.000000 Penalty: 5847.458008
	Iteration 39Q: 3 clusters Score -1.723333e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 131181 members 
Entering Unmasked Estep 
Score: -17233454.000000 Penalty: 5847.458008
	Iteration 40F: 3 clusters Score -1.723345e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -17233502.000000 Penalty: 5847.458008
	Iteration 41Q: 3 clusters Score -1.72335e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -17233512.000000 Penalty: 5847.458008
	Iteration 42Q: 3 clusters Score -1.723351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 131311 members 
Entering Unmasked Estep 
Score: -17233560.000000 Penalty: 5847.458008
	Iteration 43Q: 3 clusters Score -1.723356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 131336 members 
Entering Unmasked Estep 
Score: -17233606.000000 Penalty: 5847.458008
	Iteration 44Q: 3 clusters Score -1.723361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -17233618.000000 Penalty: 5847.458008
	Iteration 45Q: 3 clusters Score -1.723362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -17233630.000000 Penalty: 5847.458008
	Iteration 46Q: 3 clusters Score -1.723363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -17233648.000000 Penalty: 5847.458008
	Iteration 47Q: 3 clusters Score -1.723365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -17233662.000000 Penalty: 5847.458008
	Iteration 48Q: 3 clusters Score -1.723366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 131374 members 
Entering Unmasked Estep 
Score: -17233668.000000 Penalty: 5847.458008
	Iteration 49Q: 3 clusters Score -1.723367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -17233670.000000 Penalty: 5847.458008
	Iteration 50Q: 3 clusters Score -1.723367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 131376 members 
Entering Unmasked Estep 
Score: -17233684.000000 Penalty: 5847.458008
	Iteration 51Q: 3 clusters Score -1.723368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -17233694.000000 Penalty: 5847.458008
	Iteration 52Q: 3 clusters Score -1.723369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 131381 members 
Entering Unmasked Estep 
Score: -17233682.000000 Penalty: 5847.458008
	Iteration 53Q: 3 clusters Score -1.723368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -17233686.000000 Penalty: 5847.458008
	Iteration 54Q: 3 clusters Score -1.723369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -17233682.000000 Penalty: 5847.458008
	Iteration 55Q: 3 clusters Score -1.723368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 131385 members 
Entering Unmasked Estep 
Score: -17233682.000000 Penalty: 5847.458008
	Iteration 56Q: 3 clusters Score -1.723368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 131385 members 
Entering Unmasked Estep 
Score: -17233682.000000 Penalty: 5847.458008
	Iteration 57F: 3 clusters Score -1.723368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Entering Unmasked Estep 
Score: -4004290.750000 Penalty: 2552.393311
	Iteration 0F: 2 clusters Score -4004291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3984095.500000 Penalty: 5104.786621
	Iteration 0F: 3 clusters Score -3984096 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3991275.500000 Penalty: 5104.786621
	Iteration 1F: 3 clusters Score -3991276 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3991799.000000 Penalty: 5104.786621
	Iteration 2Q: 3 clusters Score -3991799 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3992213.000000 Penalty: 5104.786621
	Iteration 3Q: 3 clusters Score -3992213 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3992658.500000 Penalty: 5104.786621
	Iteration 4Q: 3 clusters Score -3992658 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3993172.250000 Penalty: 5104.786621
	Iteration 5Q: 3 clusters Score -3993172 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3993727.250000 Penalty: 5104.786621
	Iteration 6Q: 3 clusters Score -3993727 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3994438.750000 Penalty: 5104.786621
	Iteration 7Q: 3 clusters Score -3994439 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3995341.250000 Penalty: 5104.786621
	Iteration 8F: 3 clusters Score -3995341 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3996461.500000 Penalty: 5104.786621
	Iteration 9F: 3 clusters Score -3996462 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3997694.500000 Penalty: 5104.786621
	Iteration 10F: 3 clusters Score -3997694 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3998960.500000 Penalty: 5104.786621
	Iteration 11Q: 3 clusters Score -3998960 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4000074.250000 Penalty: 5104.786621
	Iteration 12Q: 3 clusters Score -4000074 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4000842.750000 Penalty: 5104.786621
	Iteration 13Q: 3 clusters Score -4000843 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4001210.750000 Penalty: 5104.786621
	Iteration 14Q: 3 clusters Score -4001211 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4001365.750000 Penalty: 5104.786621
	Iteration 15Q: 3 clusters Score -4001366 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4001472.750000 Penalty: 5104.786621
	Iteration 16Q: 3 clusters Score -4001473 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4001512.500000 Penalty: 5104.786621
	Iteration 17Q: 3 clusters Score -4001512 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4001546.500000 Penalty: 5104.786621
	Iteration 18Q: 3 clusters Score -4001546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4001580.750000 Penalty: 5104.786621
	Iteration 19Q: 3 clusters Score -4001581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4001605.250000 Penalty: 5104.786621
	Iteration 20F: 3 clusters Score -4001605 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4001636.750000 Penalty: 5104.786621
	Iteration 21Q: 3 clusters Score -4001637 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4001682.750000 Penalty: 5104.786621
	Iteration 22Q: 3 clusters Score -4001683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4001706.000000 Penalty: 5104.786621
	Iteration 23Q: 3 clusters Score -4001706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4001748.500000 Penalty: 5104.786621
	Iteration 24Q: 3 clusters Score -4001748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4001790.250000 Penalty: 5104.786621
	Iteration 25Q: 3 clusters Score -4001790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4001826.250000 Penalty: 5104.786621
	Iteration 26Q: 3 clusters Score -4001826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4001877.750000 Penalty: 5104.786621
	Iteration 27Q: 3 clusters Score -4001878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4001923.000000 Penalty: 5104.786621
	Iteration 28Q: 3 clusters Score -4001923 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4001991.000000 Penalty: 5104.786621
	Iteration 29Q: 3 clusters Score -4001991 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4002040.250000 Penalty: 5104.786621
	Iteration 30Q: 3 clusters Score -4002040 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4002084.250000 Penalty: 5104.786621
	Iteration 31Q: 3 clusters Score -4002084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4002136.500000 Penalty: 5104.786621
	Iteration 32Q: 3 clusters Score -4002136 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4002207.750000 Penalty: 5104.786621
	Iteration 33Q: 3 clusters Score -4002208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4002292.250000 Penalty: 5104.786621
	Iteration 34Q: 3 clusters Score -4002292 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -4002381.500000 Penalty: 5104.786621
	Iteration 35Q: 3 clusters Score -4002382 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4002448.500000 Penalty: 5104.786621
	Iteration 36Q: 3 clusters Score -4002448 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4002503.750000 Penalty: 5104.786621
	Iteration 37Q: 3 clusters Score -4002504 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4002564.250000 Penalty: 5104.786621
	Iteration 38Q: 3 clusters Score -4002564 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4002621.000000 Penalty: 5104.786621
	Iteration 39Q: 3 clusters Score -4002621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4002651.750000 Penalty: 5104.786621
	Iteration 40F: 3 clusters Score -4002652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4002682.250000 Penalty: 5104.786621
	Iteration 41Q: 3 clusters Score -4002682 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4002727.000000 Penalty: 5104.786621
	Iteration 42Q: 3 clusters Score -4002727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4002745.000000 Penalty: 5104.786621
	Iteration 43Q: 3 clusters Score -4002745 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4002787.000000 Penalty: 5104.786621
	Iteration 44Q: 3 clusters Score -4002787 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4002810.750000 Penalty: 5104.786621
	Iteration 45Q: 3 clusters Score -4002811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4002816.000000 Penalty: 5104.786621
	Iteration 46Q: 3 clusters Score -4002816 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4002827.250000 Penalty: 5104.786621
	Iteration 47Q: 3 clusters Score -4002827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4002843.250000 Penalty: 5104.786621
	Iteration 48Q: 3 clusters Score -4002843 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4002862.500000 Penalty: 5104.786621
	Iteration 49Q: 3 clusters Score -4002862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4002869.250000 Penalty: 5104.786621
	Iteration 50Q: 3 clusters Score -4002869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4002863.000000 Penalty: 5104.786621
	Iteration 51Q: 3 clusters Score -4002863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4002873.000000 Penalty: 5104.786621
	Iteration 52Q: 3 clusters Score -4002873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4002875.750000 Penalty: 5104.786621
	Iteration 53Q: 3 clusters Score -4002876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4002880.250000 Penalty: 5104.786621
	Iteration 54Q: 3 clusters Score -4002880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4002883.000000 Penalty: 5104.786621
	Iteration 55Q: 3 clusters Score -4002883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4002883.000000 Penalty: 5104.786621
	Iteration 56Q: 3 clusters Score -4002883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4002886.750000 Penalty: 5104.786621
	Iteration 57Q: 3 clusters Score -4002887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4002892.500000 Penalty: 5104.786621
	Iteration 58Q: 3 clusters Score -4002892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4002892.500000 Penalty: 5104.786621
	Iteration 59Q: 3 clusters Score -4002892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4002894.000000 Penalty: 5104.786621
	Iteration 60F: 3 clusters Score -4002894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4002889.500000 Penalty: 5104.786621
	Iteration 61Q: 3 clusters Score -4002890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4002899.000000 Penalty: 5104.786621
	Iteration 62Q: 3 clusters Score -4002899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4002898.000000 Penalty: 5104.786621
	Iteration 63Q: 3 clusters Score -4002898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4002903.750000 Penalty: 5104.786621
	Iteration 64Q: 3 clusters Score -4002904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4002901.000000 Penalty: 5104.786621
	Iteration 65Q: 3 clusters Score -4002901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4002898.750000 Penalty: 5104.786621
	Iteration 66Q: 3 clusters Score -4002899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4002906.000000 Penalty: 5104.786621
	Iteration 67Q: 3 clusters Score -4002906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4002908.500000 Penalty: 5104.786621
	Iteration 68Q: 3 clusters Score -4002908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4002905.750000 Penalty: 5104.786621
	Iteration 69Q: 3 clusters Score -4002906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4002908.000000 Penalty: 5104.786621
	Iteration 70Q: 3 clusters Score -4002908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4002907.500000 Penalty: 5104.786621
	Iteration 71Q: 3 clusters Score -4002908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4002907.750000 Penalty: 5104.786621
	Iteration 72Q: 3 clusters Score -4002908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4002904.250000 Penalty: 5104.786621
	Iteration 73Q: 3 clusters Score -4002904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4002904.500000 Penalty: 5104.786621
	Iteration 74Q: 3 clusters Score -4002904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4002902.000000 Penalty: 5104.786621
	Iteration 75Q: 3 clusters Score -4002902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4002897.000000 Penalty: 5104.786621
	Iteration 76Q: 3 clusters Score -4002897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4002902.500000 Penalty: 5104.786621
	Iteration 77Q: 3 clusters Score -4002902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4002903.500000 Penalty: 5104.786621
	Iteration 78Q: 3 clusters Score -4002904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4002905.250000 Penalty: 5104.786621
	Iteration 79Q: 3 clusters Score -4002905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4002905.250000 Penalty: 5104.786621
	Iteration 80F: 3 clusters Score -4002905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (216152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Entering Unmasked Estep 
Score: -28913614.000000 Penalty: 3046.366699
	Iteration 0F: 2 clusters Score -2.891361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107664 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -28776658.000000 Penalty: 6092.733398
	Iteration 0F: 3 clusters Score -2.877666e+07 nChanged 104046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -28837944.000000 Penalty: 6092.733398
	Iteration 1F: 3 clusters Score -2.883794e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -28839388.000000 Penalty: 6092.733398
	Iteration 2Q: 3 clusters Score -2.883939e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -28841452.000000 Penalty: 6092.733398
	Iteration 3Q: 3 clusters Score -2.884145e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -28845312.000000 Penalty: 6092.733398
	Iteration 4Q: 3 clusters Score -2.884531e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -28852562.000000 Penalty: 6092.733398
	Iteration 5F: 3 clusters Score -2.885256e+07 nChanged 17509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -28865658.000000 Penalty: 6092.733398
	Iteration 6F: 3 clusters Score -2.886566e+07 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 182349 members 
Entering Unmasked Estep 
Score: -28883758.000000 Penalty: 6092.733398
	Iteration 7F: 3 clusters Score -2.888376e+07 nChanged 18060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -28899110.000000 Penalty: 6092.733398
	Iteration 8F: 3 clusters Score -2.889911e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 210655 members 
Entering Unmasked Estep 
Score: -28906926.000000 Penalty: 6092.733398
	Iteration 9Q: 3 clusters Score -2.890693e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 214460 members 
Entering Unmasked Estep 
Score: -28909650.000000 Penalty: 6092.733398
	Iteration 10Q: 3 clusters Score -2.890965e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 215487 members 
Entering Unmasked Estep 
Score: -28910524.000000 Penalty: 6092.733398
	Iteration 11Q: 3 clusters Score -2.891052e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215725 members 
Entering Unmasked Estep 
Score: -28910814.000000 Penalty: 6092.733398
	Iteration 12Q: 3 clusters Score -2.891081e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 215786 members 
Entering Unmasked Estep 
Score: -28910880.000000 Penalty: 6092.733398
	Iteration 13Q: 3 clusters Score -2.891088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -28910968.000000 Penalty: 6092.733398
	Iteration 14Q: 3 clusters Score -2.891097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -28911006.000000 Penalty: 6092.733398
	Iteration 15Q: 3 clusters Score -2.891101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 215841 members 
Entering Unmasked Estep 
Score: -28911050.000000 Penalty: 6092.733398
	Iteration 16Q: 3 clusters Score -2.891105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 215837 members 
Entering Unmasked Estep 
Score: -28911058.000000 Penalty: 6092.733398
	Iteration 17Q: 3 clusters Score -2.891106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 215839 members 
Entering Unmasked Estep 
Score: -28911046.000000 Penalty: 6092.733398
	Iteration 18Q: 3 clusters Score -2.891105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 215839 members 
Entering Unmasked Estep 
Score: -28911052.000000 Penalty: 6092.733398
	Iteration 19Q: 3 clusters Score -2.891105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 215840 members 
Entering Unmasked Estep 
Score: -28911028.000000 Penalty: 6092.733398
	Iteration 20F: 3 clusters Score -2.891103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 215842 members 
Entering Unmasked Estep 
Score: -28911052.000000 Penalty: 6092.733398
	Iteration 21Q: 3 clusters Score -2.891105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215844 members 
Entering Unmasked Estep 
Score: -28911062.000000 Penalty: 6092.733398
	Iteration 22Q: 3 clusters Score -2.891106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215844 members 
Entering Unmasked Estep 
Score: -28911052.000000 Penalty: 6092.733398
	Iteration 23Q: 3 clusters Score -2.891105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215843 members 
Entering Unmasked Estep 
Score: -28911064.000000 Penalty: 6092.733398
	Iteration 24Q: 3 clusters Score -2.891106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 215842 members 
Entering Unmasked Estep 
Score: -28911064.000000 Penalty: 6092.733398
	Iteration 25Q: 3 clusters Score -2.891106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 215840 members 
Entering Unmasked Estep 
Score: -28911050.000000 Penalty: 6092.733398
	Iteration 26Q: 3 clusters Score -2.891105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 215839 members 
Entering Unmasked Estep 
Score: -28911052.000000 Penalty: 6092.733398
	Iteration 27Q: 3 clusters Score -2.891105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 215839 members 
Entering Unmasked Estep 
Score: -28911052.000000 Penalty: 6092.733398
	Iteration 28F: 3 clusters Score -2.891105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Entering Unmasked Estep 
Score: -4956704.000000 Penalty: 2609.994629
	Iteration 0F: 2 clusters Score -4956704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4931381.000000 Penalty: 5219.989258
	Iteration 0F: 3 clusters Score -4931381 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4940691.500000 Penalty: 5219.989258
	Iteration 1F: 3 clusters Score -4940692 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -4941206.500000 Penalty: 5219.989258
	Iteration 2Q: 3 clusters Score -4941206 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4941680.000000 Penalty: 5219.989258
	Iteration 3Q: 3 clusters Score -4941680 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4942226.500000 Penalty: 5219.989258
	Iteration 4Q: 3 clusters Score -4942226 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4942877.500000 Penalty: 5219.989258
	Iteration 5Q: 3 clusters Score -4942878 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4943618.000000 Penalty: 5219.989258
	Iteration 6Q: 3 clusters Score -4943618 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4944522.500000 Penalty: 5219.989258
	Iteration 7Q: 3 clusters Score -4944522 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4945498.500000 Penalty: 5219.989258
	Iteration 8Q: 3 clusters Score -4945498 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4946632.000000 Penalty: 5219.989258
	Iteration 9Q: 3 clusters Score -4946632 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4947690.500000 Penalty: 5219.989258
	Iteration 10Q: 3 clusters Score -4947690 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4948607.000000 Penalty: 5219.989258
	Iteration 11Q: 3 clusters Score -4948607 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4949378.500000 Penalty: 5219.989258
	Iteration 12Q: 3 clusters Score -4949378 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4949929.000000 Penalty: 5219.989258
	Iteration 13Q: 3 clusters Score -4949929 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -4950315.500000 Penalty: 5219.989258
	Iteration 14Q: 3 clusters Score -4950316 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4950669.500000 Penalty: 5219.989258
	Iteration 15Q: 3 clusters Score -4950670 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4951079.000000 Penalty: 5219.989258
	Iteration 16Q: 3 clusters Score -4951079 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4951566.500000 Penalty: 5219.989258
	Iteration 17Q: 3 clusters Score -4951566 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4952108.000000 Penalty: 5219.989258
	Iteration 18Q: 3 clusters Score -4952108 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4952735.000000 Penalty: 5219.989258
	Iteration 19Q: 3 clusters Score -4952735 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4953368.500000 Penalty: 5219.989258
	Iteration 20F: 3 clusters Score -4953368 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4954014.000000 Penalty: 5219.989258
	Iteration 21Q: 3 clusters Score -4954014 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4954550.000000 Penalty: 5219.989258
	Iteration 22Q: 3 clusters Score -4954550 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4954980.000000 Penalty: 5219.989258
	Iteration 23Q: 3 clusters Score -4954980 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4955281.000000 Penalty: 5219.989258
	Iteration 24Q: 3 clusters Score -4955281 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4955486.500000 Penalty: 5219.989258
	Iteration 25Q: 3 clusters Score -4955486 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4955605.000000 Penalty: 5219.989258
	Iteration 26Q: 3 clusters Score -4955605 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4955695.000000 Penalty: 5219.989258
	Iteration 27Q: 3 clusters Score -4955695 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4955760.500000 Penalty: 5219.989258
	Iteration 28Q: 3 clusters Score -4955760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4955780.500000 Penalty: 5219.989258
	Iteration 29Q: 3 clusters Score -4955780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4955819.500000 Penalty: 5219.989258
	Iteration 30Q: 3 clusters Score -4955820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4955850.500000 Penalty: 5219.989258
	Iteration 31Q: 3 clusters Score -4955850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4955868.000000 Penalty: 5219.989258
	Iteration 32Q: 3 clusters Score -4955868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4955883.000000 Penalty: 5219.989258
	Iteration 33Q: 3 clusters Score -4955883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4955889.000000 Penalty: 5219.989258
	Iteration 34Q: 3 clusters Score -4955889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4955890.500000 Penalty: 5219.989258
	Iteration 35Q: 3 clusters Score -4955890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4955899.000000 Penalty: 5219.989258
	Iteration 36Q: 3 clusters Score -4955899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4955900.000000 Penalty: 5219.989258
	Iteration 37Q: 3 clusters Score -4955900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4955912.000000 Penalty: 5219.989258
	Iteration 38Q: 3 clusters Score -4955912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4955903.500000 Penalty: 5219.989258
	Iteration 39Q: 3 clusters Score -4955904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4955899.500000 Penalty: 5219.989258
	Iteration 40F: 3 clusters Score -4955900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4955911.000000 Penalty: 5219.989258
	Iteration 41Q: 3 clusters Score -4955911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4955917.000000 Penalty: 5219.989258
	Iteration 42Q: 3 clusters Score -4955917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4955916.500000 Penalty: 5219.989258
	Iteration 43Q: 3 clusters Score -4955916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4955916.500000 Penalty: 5219.989258
	Iteration 44Q: 3 clusters Score -4955916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4955916.000000 Penalty: 5219.989258
	Iteration 45Q: 3 clusters Score -4955916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4955916.000000 Penalty: 5219.989258
	Iteration 46F: 3 clusters Score -4955916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -865411.812500 Penalty: 2204.446045
	Iteration 0F: 2 clusters Score -865411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -859562.062500 Penalty: 4408.892090
	Iteration 0F: 3 clusters Score -859562.1 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -861427.125000 Penalty: 4408.892090
	Iteration 1F: 3 clusters Score -861427.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -861996.812500 Penalty: 4408.892090
	Iteration 2F: 3 clusters Score -861996.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -862477.062500 Penalty: 4408.892090
	Iteration 3F: 3 clusters Score -862477.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -862789.812500 Penalty: 4408.892090
	Iteration 4F: 3 clusters Score -862789.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -862991.375000 Penalty: 4408.892090
	Iteration 5Q: 3 clusters Score -862991.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -863137.437500 Penalty: 4408.892090
	Iteration 6Q: 3 clusters Score -863137.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -863259.750000 Penalty: 4408.892090
	Iteration 7Q: 3 clusters Score -863259.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -863335.437500 Penalty: 4408.892090
	Iteration 8Q: 3 clusters Score -863335.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -863389.625000 Penalty: 4408.892090
	Iteration 9Q: 3 clusters Score -863389.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -863427.687500 Penalty: 4408.892090
	Iteration 10Q: 3 clusters Score -863427.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -863452.500000 Penalty: 4408.892090
	Iteration 11Q: 3 clusters Score -863452.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -863472.625000 Penalty: 4408.892090
	Iteration 12Q: 3 clusters Score -863472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -863485.000000 Penalty: 4408.892090
	Iteration 13Q: 3 clusters Score -863485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -863497.437500 Penalty: 4408.892090
	Iteration 14Q: 3 clusters Score -863497.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -863506.062500 Penalty: 4408.892090
	Iteration 15Q: 3 clusters Score -863506.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -863511.812500 Penalty: 4408.892090
	Iteration 16Q: 3 clusters Score -863511.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -863518.875000 Penalty: 4408.892090
	Iteration 17Q: 3 clusters Score -863518.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -863524.125000 Penalty: 4408.892090
	Iteration 18Q: 3 clusters Score -863524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -863529.500000 Penalty: 4408.892090
	Iteration 19Q: 3 clusters Score -863529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -863533.625000 Penalty: 4408.892090
	Iteration 20F: 3 clusters Score -863533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -863537.125000 Penalty: 4408.892090
	Iteration 21Q: 3 clusters Score -863537.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -863544.750000 Penalty: 4408.892090
	Iteration 22Q: 3 clusters Score -863544.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -863550.375000 Penalty: 4408.892090
	Iteration 23Q: 3 clusters Score -863550.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -863553.687500 Penalty: 4408.892090
	Iteration 24Q: 3 clusters Score -863553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -863554.375000 Penalty: 4408.892090
	Iteration 25Q: 3 clusters Score -863554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -863557.625000 Penalty: 4408.892090
	Iteration 26Q: 3 clusters Score -863557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863558.000000 Penalty: 4408.892090
	Iteration 27Q: 3 clusters Score -863558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863558.375000 Penalty: 4408.892090
	Iteration 28Q: 3 clusters Score -863558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863559.375000 Penalty: 4408.892090
	Iteration 29Q: 3 clusters Score -863559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863559.375000 Penalty: 4408.892090
	Iteration 30F: 3 clusters Score -863559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -700684.937500 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -700684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -695882.187500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -695882.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -697065.937500 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -697065.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -697325.250000 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -697325.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -697521.625000 Penalty: 4263.434570
	Iteration 3F: 3 clusters Score -697521.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -697697.125000 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -697697.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -697867.625000 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -697867.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -698019.250000 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -698019.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -698182.500000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -698182.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -698314.812500 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -698314.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -698414.437500 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -698414.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -698503.250000 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -698503.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -698561.562500 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -698561.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -698602.937500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -698602.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -698636.437500 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -698636.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -698672.250000 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -698672.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -698706.500000 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -698706.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -698726.937500 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -698726.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -698745.812500 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -698745.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -698760.875000 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -698760.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -698773.625000 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -698773.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -698829.125000 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -698829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -698852.750000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -698852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -698861.812500 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -698861.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -698870.500000 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -698870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -698876.000000 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -698876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -698878.375000 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -698878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -698883.250000 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -698883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -698885.937500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -698885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -698891.062500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -698891.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -698897.000000 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -698897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -698898.750000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -698898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -698904.750000 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -698904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -698909.750000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -698909.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -698917.125000 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -698917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -698923.812500 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -698923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -698927.375000 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -698927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -698931.375000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -698931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -698935.500000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -698935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -698938.000000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -698938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -698939.187500 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -698939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -698942.062500 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -698942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -698945.312500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -698945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -698946.500000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -698946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -698948.750000 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -698948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698951.812500 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -698951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -698953.750000 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -698953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -698957.250000 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -698957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -698958.937500 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -698958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -698959.625000 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -698959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -698964.500000 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -698964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -698964.375000 Penalty: 4263.434570
	Iteration 50Q: 3 clusters Score -698964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -698966.062500 Penalty: 4263.434570
	Iteration 51Q: 3 clusters Score -698966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -698966.312500 Penalty: 4263.434570
	Iteration 52Q: 3 clusters Score -698966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -698968.562500 Penalty: 4263.434570
	Iteration 53Q: 3 clusters Score -698968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -698971.312500 Penalty: 4263.434570
	Iteration 54Q: 3 clusters Score -698971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -698975.437500 Penalty: 4263.434570
	Iteration 55Q: 3 clusters Score -698975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -698976.500000 Penalty: 4263.434570
	Iteration 56Q: 3 clusters Score -698976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -698977.625000 Penalty: 4263.434570
	Iteration 57Q: 3 clusters Score -698977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -698977.625000 Penalty: 4263.434570
	Iteration 58F: 3 clusters Score -698977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Entering Unmasked Estep 
Score: -15142306.000000 Penalty: 2889.581543
	Iteration 0F: 2 clusters Score -1.514231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -15065976.000000 Penalty: 5779.163086
	Iteration 0F: 3 clusters Score -1.506598e+07 nChanged 54541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -15097862.000000 Penalty: 5779.163086
	Iteration 1F: 3 clusters Score -1.509786e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -15099458.000000 Penalty: 5779.163086
	Iteration 2Q: 3 clusters Score -1.509946e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -15101479.000000 Penalty: 5779.163086
	Iteration 3Q: 3 clusters Score -1.510148e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -15104393.000000 Penalty: 5779.163086
	Iteration 4F: 3 clusters Score -1.510439e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -15108034.000000 Penalty: 5779.163086
	Iteration 5F: 3 clusters Score -1.510803e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -15112023.000000 Penalty: 5779.163086
	Iteration 6F: 3 clusters Score -1.511202e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -15115737.000000 Penalty: 5779.163086
	Iteration 7F: 3 clusters Score -1.511574e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -15119012.000000 Penalty: 5779.163086
	Iteration 8F: 3 clusters Score -1.511901e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -15122111.000000 Penalty: 5779.163086
	Iteration 9Q: 3 clusters Score -1.512211e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -15124855.000000 Penalty: 5779.163086
	Iteration 10Q: 3 clusters Score -1.512486e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -15127039.000000 Penalty: 5779.163086
	Iteration 11Q: 3 clusters Score -1.512704e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -15128716.000000 Penalty: 5779.163086
	Iteration 12Q: 3 clusters Score -1.512872e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -15130029.000000 Penalty: 5779.163086
	Iteration 13Q: 3 clusters Score -1.513003e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -15130824.000000 Penalty: 5779.163086
	Iteration 14Q: 3 clusters Score -1.513082e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -15131738.000000 Penalty: 5779.163086
	Iteration 15Q: 3 clusters Score -1.513174e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -15132502.000000 Penalty: 5779.163086
	Iteration 16Q: 3 clusters Score -1.51325e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -15133376.000000 Penalty: 5779.163086
	Iteration 17Q: 3 clusters Score -1.513338e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -15134125.000000 Penalty: 5779.163086
	Iteration 18Q: 3 clusters Score -1.513412e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -15135034.000000 Penalty: 5779.163086
	Iteration 19Q: 3 clusters Score -1.513503e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -15135886.000000 Penalty: 5779.163086
	Iteration 20F: 3 clusters Score -1.513589e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -15136714.000000 Penalty: 5779.163086
	Iteration 21Q: 3 clusters Score -1.513671e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -15137466.000000 Penalty: 5779.163086
	Iteration 22Q: 3 clusters Score -1.513747e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -15137868.000000 Penalty: 5779.163086
	Iteration 23Q: 3 clusters Score -1.513787e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -15138299.000000 Penalty: 5779.163086
	Iteration 24Q: 3 clusters Score -1.51383e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -15138610.000000 Penalty: 5779.163086
	Iteration 25Q: 3 clusters Score -1.513861e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -15138921.000000 Penalty: 5779.163086
	Iteration 26Q: 3 clusters Score -1.513892e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -15139154.000000 Penalty: 5779.163086
	Iteration 27Q: 3 clusters Score -1.513915e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -15139281.000000 Penalty: 5779.163086
	Iteration 28Q: 3 clusters Score -1.513928e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -15139442.000000 Penalty: 5779.163086
	Iteration 29Q: 3 clusters Score -1.513944e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -15139532.000000 Penalty: 5779.163086
	Iteration 30Q: 3 clusters Score -1.513953e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -15139570.000000 Penalty: 5779.163086
	Iteration 31Q: 3 clusters Score -1.513957e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -15139672.000000 Penalty: 5779.163086
	Iteration 32Q: 3 clusters Score -1.513967e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -15139644.000000 Penalty: 5779.163086
	Iteration 33Q: 3 clusters Score -1.513964e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -15139700.000000 Penalty: 5779.163086
	Iteration 34Q: 3 clusters Score -1.51397e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -15139760.000000 Penalty: 5779.163086
	Iteration 35Q: 3 clusters Score -1.513976e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -15139824.000000 Penalty: 5779.163086
	Iteration 36Q: 3 clusters Score -1.513982e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -15139878.000000 Penalty: 5779.163086
	Iteration 37Q: 3 clusters Score -1.513988e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -15139899.000000 Penalty: 5779.163086
	Iteration 38Q: 3 clusters Score -1.51399e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -15139930.000000 Penalty: 5779.163086
	Iteration 39Q: 3 clusters Score -1.513993e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -15139931.000000 Penalty: 5779.163086
	Iteration 40F: 3 clusters Score -1.513993e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -15139951.000000 Penalty: 5779.163086
	Iteration 41Q: 3 clusters Score -1.513995e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -15139926.000000 Penalty: 5779.163086
	Iteration 42Q: 3 clusters Score -1.513993e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -15139909.000000 Penalty: 5779.163086
	Iteration 43Q: 3 clusters Score -1.513991e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -15139928.000000 Penalty: 5779.163086
	Iteration 44Q: 3 clusters Score -1.513993e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -15139927.000000 Penalty: 5779.163086
	Iteration 45Q: 3 clusters Score -1.513993e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -15139919.000000 Penalty: 5779.163086
	Iteration 46Q: 3 clusters Score -1.513992e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -15139911.000000 Penalty: 5779.163086
	Iteration 47Q: 3 clusters Score -1.513991e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -15139922.000000 Penalty: 5779.163086
	Iteration 48Q: 3 clusters Score -1.513992e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -15139929.000000 Penalty: 5779.163086
	Iteration 49Q: 3 clusters Score -1.513993e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -15139967.000000 Penalty: 5779.163086
	Iteration 50Q: 3 clusters Score -1.513997e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -15139969.000000 Penalty: 5779.163086
	Iteration 51Q: 3 clusters Score -1.513997e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -15139960.000000 Penalty: 5779.163086
	Iteration 52Q: 3 clusters Score -1.513996e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -15139969.000000 Penalty: 5779.163086
	Iteration 53Q: 3 clusters Score -1.513997e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -15139991.000000 Penalty: 5779.163086
	Iteration 54Q: 3 clusters Score -1.513999e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -15140000.000000 Penalty: 5779.163086
	Iteration 55Q: 3 clusters Score -1.514e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -15140041.000000 Penalty: 5779.163086
	Iteration 56Q: 3 clusters Score -1.514004e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -15140065.000000 Penalty: 5779.163086
	Iteration 57Q: 3 clusters Score -1.514006e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -15140049.000000 Penalty: 5779.163086
	Iteration 58Q: 3 clusters Score -1.514005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -15140068.000000 Penalty: 5779.163086
	Iteration 59Q: 3 clusters Score -1.514007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -15140054.000000 Penalty: 5779.163086
	Iteration 60F: 3 clusters Score -1.514005e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -15140052.000000 Penalty: 5779.163086
	Iteration 61Q: 3 clusters Score -1.514005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -15140090.000000 Penalty: 5779.163086
	Iteration 62Q: 3 clusters Score -1.514009e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -15140077.000000 Penalty: 5779.163086
	Iteration 63Q: 3 clusters Score -1.514008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -15140056.000000 Penalty: 5779.163086
	Iteration 64Q: 3 clusters Score -1.514006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -15140091.000000 Penalty: 5779.163086
	Iteration 65Q: 3 clusters Score -1.514009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -15140100.000000 Penalty: 5779.163086
	Iteration 66Q: 3 clusters Score -1.51401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -15140101.000000 Penalty: 5779.163086
	Iteration 67Q: 3 clusters Score -1.51401e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -15140084.000000 Penalty: 5779.163086
	Iteration 68Q: 3 clusters Score -1.514008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -15140092.000000 Penalty: 5779.163086
	Iteration 69Q: 3 clusters Score -1.514009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -15140075.000000 Penalty: 5779.163086
	Iteration 70Q: 3 clusters Score -1.514008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -15140097.000000 Penalty: 5779.163086
	Iteration 71Q: 3 clusters Score -1.51401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -15140116.000000 Penalty: 5779.163086
	Iteration 72Q: 3 clusters Score -1.514012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -15140099.000000 Penalty: 5779.163086
	Iteration 73Q: 3 clusters Score -1.51401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -15140111.000000 Penalty: 5779.163086
	Iteration 74Q: 3 clusters Score -1.514011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -15140113.000000 Penalty: 5779.163086
	Iteration 75Q: 3 clusters Score -1.514011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -15140116.000000 Penalty: 5779.163086
	Iteration 76Q: 3 clusters Score -1.514012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -15140120.000000 Penalty: 5779.163086
	Iteration 77Q: 3 clusters Score -1.514012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -15140122.000000 Penalty: 5779.163086
	Iteration 78Q: 3 clusters Score -1.514012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -15140141.000000 Penalty: 5779.163086
	Iteration 79Q: 3 clusters Score -1.514014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -15140138.000000 Penalty: 5779.163086
	Iteration 80F: 3 clusters Score -1.514014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -15140149.000000 Penalty: 5779.163086
	Iteration 81Q: 3 clusters Score -1.514015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -15140140.000000 Penalty: 5779.163086
	Iteration 82Q: 3 clusters Score -1.514014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -15140140.000000 Penalty: 5779.163086
	Iteration 83Q: 3 clusters Score -1.514014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -15140140.000000 Penalty: 5779.163086
	Iteration 84Q: 3 clusters Score -1.514014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -15140134.000000 Penalty: 5779.163086
	Iteration 85Q: 3 clusters Score -1.514013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -15140131.000000 Penalty: 5779.163086
	Iteration 86Q: 3 clusters Score -1.514013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -15140137.000000 Penalty: 5779.163086
	Iteration 87Q: 3 clusters Score -1.514014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -15140137.000000 Penalty: 5779.163086
	Iteration 88Q: 3 clusters Score -1.514014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -15140147.000000 Penalty: 5779.163086
	Iteration 89Q: 3 clusters Score -1.514015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -15140134.000000 Penalty: 5779.163086
	Iteration 90Q: 3 clusters Score -1.514013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -15140136.000000 Penalty: 5779.163086
	Iteration 91Q: 3 clusters Score -1.514014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -15140138.000000 Penalty: 5779.163086
	Iteration 92Q: 3 clusters Score -1.514014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -15140148.000000 Penalty: 5779.163086
	Iteration 93Q: 3 clusters Score -1.514015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -15140141.000000 Penalty: 5779.163086
	Iteration 94Q: 3 clusters Score -1.514014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -15140149.000000 Penalty: 5779.163086
	Iteration 95Q: 3 clusters Score -1.514015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -15140149.000000 Penalty: 5779.163086
	Iteration 96F: 3 clusters Score -1.514015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Entering Unmasked Estep 
Score: -2362187.000000 Penalty: 2449.060059
	Iteration 0F: 2 clusters Score -2362187 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 9729 members 
Entering Unmasked Estep 
Score: -2348502.000000 Penalty: 4898.120117
	Iteration 0F: 3 clusters Score -2348502 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2353142.250000 Penalty: 4898.120117
	Iteration 1F: 3 clusters Score -2353142 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2353553.750000 Penalty: 4898.120117
	Iteration 2F: 3 clusters Score -2353554 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2353928.250000 Penalty: 4898.120117
	Iteration 3Q: 3 clusters Score -2353928 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2354290.500000 Penalty: 4898.120117
	Iteration 4Q: 3 clusters Score -2354290 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2354671.250000 Penalty: 4898.120117
	Iteration 5Q: 3 clusters Score -2354671 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2355018.000000 Penalty: 4898.120117
	Iteration 6Q: 3 clusters Score -2355018 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2355352.500000 Penalty: 4898.120117
	Iteration 7Q: 3 clusters Score -2355352 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2355719.500000 Penalty: 4898.120117
	Iteration 8Q: 3 clusters Score -2355720 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2356101.500000 Penalty: 4898.120117
	Iteration 9Q: 3 clusters Score -2356102 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2356457.000000 Penalty: 4898.120117
	Iteration 10Q: 3 clusters Score -2356457 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2356791.750000 Penalty: 4898.120117
	Iteration 11Q: 3 clusters Score -2356792 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2357138.250000 Penalty: 4898.120117
	Iteration 12Q: 3 clusters Score -2357138 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2357490.250000 Penalty: 4898.120117
	Iteration 13Q: 3 clusters Score -2357490 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2357881.500000 Penalty: 4898.120117
	Iteration 14Q: 3 clusters Score -2357882 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2358249.000000 Penalty: 4898.120117
	Iteration 15Q: 3 clusters Score -2358249 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2358639.250000 Penalty: 4898.120117
	Iteration 16Q: 3 clusters Score -2358639 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2359021.500000 Penalty: 4898.120117
	Iteration 17Q: 3 clusters Score -2359022 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2359384.000000 Penalty: 4898.120117
	Iteration 18Q: 3 clusters Score -2359384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2359769.500000 Penalty: 4898.120117
	Iteration 19Q: 3 clusters Score -2359770 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2360068.750000 Penalty: 4898.120117
	Iteration 20F: 3 clusters Score -2360069 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2360286.000000 Penalty: 4898.120117
	Iteration 21Q: 3 clusters Score -2360286 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2360428.000000 Penalty: 4898.120117
	Iteration 22Q: 3 clusters Score -2360428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2360520.500000 Penalty: 4898.120117
	Iteration 23Q: 3 clusters Score -2360520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2360583.250000 Penalty: 4898.120117
	Iteration 24Q: 3 clusters Score -2360583 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2360638.250000 Penalty: 4898.120117
	Iteration 25Q: 3 clusters Score -2360638 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2360683.750000 Penalty: 4898.120117
	Iteration 26Q: 3 clusters Score -2360684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2360705.000000 Penalty: 4898.120117
	Iteration 27Q: 3 clusters Score -2360705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2360730.000000 Penalty: 4898.120117
	Iteration 28Q: 3 clusters Score -2360730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2360751.250000 Penalty: 4898.120117
	Iteration 29Q: 3 clusters Score -2360751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2360768.750000 Penalty: 4898.120117
	Iteration 30Q: 3 clusters Score -2360769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2360777.250000 Penalty: 4898.120117
	Iteration 31Q: 3 clusters Score -2360777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2360787.250000 Penalty: 4898.120117
	Iteration 32Q: 3 clusters Score -2360787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2360796.500000 Penalty: 4898.120117
	Iteration 33Q: 3 clusters Score -2360796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2360806.000000 Penalty: 4898.120117
	Iteration 34Q: 3 clusters Score -2360806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2360813.000000 Penalty: 4898.120117
	Iteration 35Q: 3 clusters Score -2360813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2360818.250000 Penalty: 4898.120117
	Iteration 36Q: 3 clusters Score -2360818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2360821.250000 Penalty: 4898.120117
	Iteration 37Q: 3 clusters Score -2360821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2360830.000000 Penalty: 4898.120117
	Iteration 38Q: 3 clusters Score -2360830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2360832.000000 Penalty: 4898.120117
	Iteration 39Q: 3 clusters Score -2360832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2360831.000000 Penalty: 4898.120117
	Iteration 40F: 3 clusters Score -2360831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2360835.250000 Penalty: 4898.120117
	Iteration 41Q: 3 clusters Score -2360835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2360838.000000 Penalty: 4898.120117
	Iteration 42Q: 3 clusters Score -2360838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2360833.750000 Penalty: 4898.120117
	Iteration 43Q: 3 clusters Score -2360834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2360836.500000 Penalty: 4898.120117
	Iteration 44Q: 3 clusters Score -2360836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2360844.750000 Penalty: 4898.120117
	Iteration 45Q: 3 clusters Score -2360845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2360841.750000 Penalty: 4898.120117
	Iteration 46Q: 3 clusters Score -2360842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2360844.500000 Penalty: 4898.120117
	Iteration 47Q: 3 clusters Score -2360844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2360847.250000 Penalty: 4898.120117
	Iteration 48Q: 3 clusters Score -2360847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2360849.500000 Penalty: 4898.120117
	Iteration 49Q: 3 clusters Score -2360850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2360853.250000 Penalty: 4898.120117
	Iteration 50Q: 3 clusters Score -2360853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2360853.250000 Penalty: 4898.120117
	Iteration 51Q: 3 clusters Score -2360853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2360853.250000 Penalty: 4898.120117
	Iteration 52F: 3 clusters Score -2360853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -628433.625000 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -628433.6 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 2175 members 
Entering Unmasked Estep 
Score: -624192.125000 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -624192.1 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -625161.500000 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -625161.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -625362.000000 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -625362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -625459.187500 Penalty: 4166.615723
	Iteration 3Q: 3 clusters Score -625459.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -625521.125000 Penalty: 4166.615723
	Iteration 4Q: 3 clusters Score -625521.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -625568.250000 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -625568.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -625604.500000 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -625604.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -625642.187500 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -625642.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -625666.312500 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -625666.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -625700.500000 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -625700.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -625726.625000 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -625726.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -625750.500000 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -625750.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -625769.812500 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -625769.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -625787.312500 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -625787.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -625800.625000 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -625800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -625817.562500 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -625817.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -625832.000000 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -625832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -625849.562500 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -625849.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -625869.562500 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -625869.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -625889.500000 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -625889.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -625906.187500 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -625906.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -625921.000000 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -625921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -625933.687500 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -625933.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -625949.125000 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -625949.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -625965.375000 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -625965.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -625986.187500 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -625986.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -626003.375000 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -626003.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -626022.375000 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -626022.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -626041.125000 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -626041.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -626055.750000 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -626055.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -626067.687500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -626067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -626076.500000 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -626076.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -626088.812500 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -626088.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -626104.000000 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -626104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -626121.375000 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -626121.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -626137.812500 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -626137.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -626153.562500 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -626153.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -626175.062500 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -626175.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -626196.062500 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -626196.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -626220.187500 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -626220.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -626243.375000 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -626243.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -626261.687500 Penalty: 4166.615723
	Iteration 41Q: 3 clusters Score -626261.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -626284.250000 Penalty: 4166.615723
	Iteration 42Q: 3 clusters Score -626284.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -626311.687500 Penalty: 4166.615723
	Iteration 43Q: 3 clusters Score -626311.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -626345.625000 Penalty: 4166.615723
	Iteration 44Q: 3 clusters Score -626345.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -626373.125000 Penalty: 4166.615723
	Iteration 45Q: 3 clusters Score -626373.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -626392.562500 Penalty: 4166.615723
	Iteration 46Q: 3 clusters Score -626392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -626414.062500 Penalty: 4166.615723
	Iteration 47Q: 3 clusters Score -626414.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -626440.562500 Penalty: 4166.615723
	Iteration 48Q: 3 clusters Score -626440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -626454.687500 Penalty: 4166.615723
	Iteration 49Q: 3 clusters Score -626454.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -626470.562500 Penalty: 4166.615723
	Iteration 50Q: 3 clusters Score -626470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -626488.062500 Penalty: 4166.615723
	Iteration 51Q: 3 clusters Score -626488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -626501.437500 Penalty: 4166.615723
	Iteration 52Q: 3 clusters Score -626501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -626512.000000 Penalty: 4166.615723
	Iteration 53Q: 3 clusters Score -626512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -626521.937500 Penalty: 4166.615723
	Iteration 54Q: 3 clusters Score -626521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -626528.875000 Penalty: 4166.615723
	Iteration 55Q: 3 clusters Score -626528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -626535.687500 Penalty: 4166.615723
	Iteration 56Q: 3 clusters Score -626535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -626536.500000 Penalty: 4166.615723
	Iteration 57Q: 3 clusters Score -626536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -626538.375000 Penalty: 4166.615723
	Iteration 58Q: 3 clusters Score -626538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -626542.500000 Penalty: 4166.615723
	Iteration 59Q: 3 clusters Score -626542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -626545.687500 Penalty: 4166.615723
	Iteration 60F: 3 clusters Score -626545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -626549.625000 Penalty: 4166.615723
	Iteration 61Q: 3 clusters Score -626549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -626552.562500 Penalty: 4166.615723
	Iteration 62Q: 3 clusters Score -626552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -626555.000000 Penalty: 4166.615723
	Iteration 63Q: 3 clusters Score -626555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -626556.812500 Penalty: 4166.615723
	Iteration 64Q: 3 clusters Score -626556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -626556.812500 Penalty: 4166.615723
	Iteration 65F: 3 clusters Score -626556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -904045.750000 Penalty: 2209.724854
	Iteration 0F: 2 clusters Score -904045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -897982.875000 Penalty: 4419.449707
	Iteration 0F: 3 clusters Score -897982.9 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -899746.750000 Penalty: 4419.449707
	Iteration 1F: 3 clusters Score -899746.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -900140.375000 Penalty: 4419.449707
	Iteration 2F: 3 clusters Score -900140.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -900518.437500 Penalty: 4419.449707
	Iteration 3F: 3 clusters Score -900518.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -901006.687500 Penalty: 4419.449707
	Iteration 4F: 3 clusters Score -901006.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -901552.125000 Penalty: 4419.449707
	Iteration 5F: 3 clusters Score -901552.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -902049.562500 Penalty: 4419.449707
	Iteration 6F: 3 clusters Score -902049.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -902439.125000 Penalty: 4419.449707
	Iteration 7F: 3 clusters Score -902439.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -902646.562500 Penalty: 4419.449707
	Iteration 8Q: 3 clusters Score -902646.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -902786.500000 Penalty: 4419.449707
	Iteration 9Q: 3 clusters Score -902786.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -902852.875000 Penalty: 4419.449707
	Iteration 10Q: 3 clusters Score -902852.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -902897.625000 Penalty: 4419.449707
	Iteration 11Q: 3 clusters Score -902897.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -902938.000000 Penalty: 4419.449707
	Iteration 12Q: 3 clusters Score -902938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -902970.500000 Penalty: 4419.449707
	Iteration 13Q: 3 clusters Score -902970.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -903000.750000 Penalty: 4419.449707
	Iteration 14Q: 3 clusters Score -903000.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -903031.875000 Penalty: 4419.449707
	Iteration 15Q: 3 clusters Score -903031.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -903058.437500 Penalty: 4419.449707
	Iteration 16Q: 3 clusters Score -903058.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -903095.875000 Penalty: 4419.449707
	Iteration 17Q: 3 clusters Score -903095.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -903120.312500 Penalty: 4419.449707
	Iteration 18Q: 3 clusters Score -903120.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -903145.187500 Penalty: 4419.449707
	Iteration 19Q: 3 clusters Score -903145.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -903161.000000 Penalty: 4419.449707
	Iteration 20F: 3 clusters Score -903161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -903175.687500 Penalty: 4419.449707
	Iteration 21Q: 3 clusters Score -903175.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -903186.125000 Penalty: 4419.449707
	Iteration 22Q: 3 clusters Score -903186.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -903195.812500 Penalty: 4419.449707
	Iteration 23Q: 3 clusters Score -903195.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -903212.500000 Penalty: 4419.449707
	Iteration 24Q: 3 clusters Score -903212.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -903232.437500 Penalty: 4419.449707
	Iteration 25Q: 3 clusters Score -903232.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -903251.937500 Penalty: 4419.449707
	Iteration 26Q: 3 clusters Score -903251.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -903267.062500 Penalty: 4419.449707
	Iteration 27Q: 3 clusters Score -903267.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -903277.250000 Penalty: 4419.449707
	Iteration 28Q: 3 clusters Score -903277.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -903289.812500 Penalty: 4419.449707
	Iteration 29Q: 3 clusters Score -903289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -903294.937500 Penalty: 4419.449707
	Iteration 30Q: 3 clusters Score -903294.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -903299.312500 Penalty: 4419.449707
	Iteration 31Q: 3 clusters Score -903299.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -903301.750000 Penalty: 4419.449707
	Iteration 32Q: 3 clusters Score -903301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -903305.375000 Penalty: 4419.449707
	Iteration 33Q: 3 clusters Score -903305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -903313.500000 Penalty: 4419.449707
	Iteration 34Q: 3 clusters Score -903313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -903318.562500 Penalty: 4419.449707
	Iteration 35Q: 3 clusters Score -903318.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -903324.625000 Penalty: 4419.449707
	Iteration 36Q: 3 clusters Score -903324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -903324.750000 Penalty: 4419.449707
	Iteration 37Q: 3 clusters Score -903324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -903329.750000 Penalty: 4419.449707
	Iteration 38Q: 3 clusters Score -903329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -903332.062500 Penalty: 4419.449707
	Iteration 39Q: 3 clusters Score -903332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -903336.062500 Penalty: 4419.449707
	Iteration 40F: 3 clusters Score -903336.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -903344.687500 Penalty: 4419.449707
	Iteration 41Q: 3 clusters Score -903344.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -903352.750000 Penalty: 4419.449707
	Iteration 42Q: 3 clusters Score -903352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -903355.875000 Penalty: 4419.449707
	Iteration 43Q: 3 clusters Score -903355.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -903359.750000 Penalty: 4419.449707
	Iteration 44Q: 3 clusters Score -903359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -903364.562500 Penalty: 4419.449707
	Iteration 45Q: 3 clusters Score -903364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -903367.750000 Penalty: 4419.449707
	Iteration 46Q: 3 clusters Score -903367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -903369.875000 Penalty: 4419.449707
	Iteration 47Q: 3 clusters Score -903369.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -903375.437500 Penalty: 4419.449707
	Iteration 48Q: 3 clusters Score -903375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -903379.500000 Penalty: 4419.449707
	Iteration 49Q: 3 clusters Score -903379.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -903384.125000 Penalty: 4419.449707
	Iteration 50Q: 3 clusters Score -903384.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -903390.000000 Penalty: 4419.449707
	Iteration 51Q: 3 clusters Score -903390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -903392.750000 Penalty: 4419.449707
	Iteration 52Q: 3 clusters Score -903392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -903392.562500 Penalty: 4419.449707
	Iteration 53Q: 3 clusters Score -903392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -903396.062500 Penalty: 4419.449707
	Iteration 54Q: 3 clusters Score -903396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -903398.625000 Penalty: 4419.449707
	Iteration 55Q: 3 clusters Score -903398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -903401.375000 Penalty: 4419.449707
	Iteration 56Q: 3 clusters Score -903401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -903404.250000 Penalty: 4419.449707
	Iteration 57Q: 3 clusters Score -903404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -903405.625000 Penalty: 4419.449707
	Iteration 58Q: 3 clusters Score -903405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -903408.062500 Penalty: 4419.449707
	Iteration 59Q: 3 clusters Score -903408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -903412.687500 Penalty: 4419.449707
	Iteration 60F: 3 clusters Score -903412.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -903417.875000 Penalty: 4419.449707
	Iteration 61Q: 3 clusters Score -903417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -903419.312500 Penalty: 4419.449707
	Iteration 62Q: 3 clusters Score -903419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -903420.937500 Penalty: 4419.449707
	Iteration 63Q: 3 clusters Score -903420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -903423.875000 Penalty: 4419.449707
	Iteration 64Q: 3 clusters Score -903423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -903425.000000 Penalty: 4419.449707
	Iteration 65Q: 3 clusters Score -903425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -903426.312500 Penalty: 4419.449707
	Iteration 66Q: 3 clusters Score -903426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -903429.500000 Penalty: 4419.449707
	Iteration 67Q: 3 clusters Score -903429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -903432.750000 Penalty: 4419.449707
	Iteration 68Q: 3 clusters Score -903432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -903434.437500 Penalty: 4419.449707
	Iteration 69Q: 3 clusters Score -903434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -903437.750000 Penalty: 4419.449707
	Iteration 70Q: 3 clusters Score -903437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -903442.062500 Penalty: 4419.449707
	Iteration 71Q: 3 clusters Score -903442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -903454.062500 Penalty: 4419.449707
	Iteration 72Q: 3 clusters Score -903454.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -903492.125000 Penalty: 4419.449707
	Iteration 73Q: 3 clusters Score -903492.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -903545.062500 Penalty: 4419.449707
	Iteration 74Q: 3 clusters Score -903545.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -903577.375000 Penalty: 4419.449707
	Iteration 75Q: 3 clusters Score -903577.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -903593.250000 Penalty: 4419.449707
	Iteration 76Q: 3 clusters Score -903593.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -903599.500000 Penalty: 4419.449707
	Iteration 77Q: 3 clusters Score -903599.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -903602.500000 Penalty: 4419.449707
	Iteration 78Q: 3 clusters Score -903602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -903609.062500 Penalty: 4419.449707
	Iteration 79Q: 3 clusters Score -903609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -903612.125000 Penalty: 4419.449707
	Iteration 80F: 3 clusters Score -903612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -903612.562500 Penalty: 4419.449707
	Iteration 81Q: 3 clusters Score -903612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -903615.937500 Penalty: 4419.449707
	Iteration 82Q: 3 clusters Score -903615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -903618.562500 Penalty: 4419.449707
	Iteration 83Q: 3 clusters Score -903618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -903618.750000 Penalty: 4419.449707
	Iteration 84Q: 3 clusters Score -903618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -903619.875000 Penalty: 4419.449707
	Iteration 85Q: 3 clusters Score -903619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -903622.687500 Penalty: 4419.449707
	Iteration 86Q: 3 clusters Score -903622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -903620.312500 Penalty: 4419.449707
	Iteration 87Q: 3 clusters Score -903620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -903620.250000 Penalty: 4419.449707
	Iteration 88Q: 3 clusters Score -903620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -903621.625000 Penalty: 4419.449707
	Iteration 89Q: 3 clusters Score -903621.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -903621.625000 Penalty: 4419.449707
	Iteration 90F: 3 clusters Score -903621.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (145654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Entering Unmasked Estep 
Score: -19546958.000000 Penalty: 2948.469482
	Iteration 0F: 2 clusters Score -1.954696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -19453216.000000 Penalty: 5896.938965
	Iteration 0F: 3 clusters Score -1.945322e+07 nChanged 69518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -19494240.000000 Penalty: 5896.938965
	Iteration 1F: 3 clusters Score -1.949424e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -19495730.000000 Penalty: 5896.938965
	Iteration 2Q: 3 clusters Score -1.949573e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -19498520.000000 Penalty: 5896.938965
	Iteration 3Q: 3 clusters Score -1.949852e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -19503428.000000 Penalty: 5896.938965
	Iteration 4F: 3 clusters Score -1.950343e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -19510662.000000 Penalty: 5896.938965
	Iteration 5F: 3 clusters Score -1.951066e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -19520460.000000 Penalty: 5896.938965
	Iteration 6F: 3 clusters Score -1.952046e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -19531578.000000 Penalty: 5896.938965
	Iteration 7F: 3 clusters Score -1.953158e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -19540448.000000 Penalty: 5896.938965
	Iteration 8F: 3 clusters Score -1.954045e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -19543400.000000 Penalty: 5896.938965
	Iteration 9Q: 3 clusters Score -1.95434e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -19544018.000000 Penalty: 5896.938965
	Iteration 10Q: 3 clusters Score -1.954402e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -19544202.000000 Penalty: 5896.938965
	Iteration 11Q: 3 clusters Score -1.95442e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -19544382.000000 Penalty: 5896.938965
	Iteration 12Q: 3 clusters Score -1.954438e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -19544470.000000 Penalty: 5896.938965
	Iteration 13Q: 3 clusters Score -1.954447e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -19544624.000000 Penalty: 5896.938965
	Iteration 14Q: 3 clusters Score -1.954462e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -19544672.000000 Penalty: 5896.938965
	Iteration 15Q: 3 clusters Score -1.954467e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -19544840.000000 Penalty: 5896.938965
	Iteration 16Q: 3 clusters Score -1.954484e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -19544956.000000 Penalty: 5896.938965
	Iteration 17Q: 3 clusters Score -1.954496e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -19545134.000000 Penalty: 5896.938965
	Iteration 18Q: 3 clusters Score -1.954513e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -19545326.000000 Penalty: 5896.938965
	Iteration 19Q: 3 clusters Score -1.954533e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -19545390.000000 Penalty: 5896.938965
	Iteration 20F: 3 clusters Score -1.954539e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -19545564.000000 Penalty: 5896.938965
	Iteration 21Q: 3 clusters Score -1.954556e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -19545622.000000 Penalty: 5896.938965
	Iteration 22Q: 3 clusters Score -1.954562e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -19545710.000000 Penalty: 5896.938965
	Iteration 23Q: 3 clusters Score -1.954571e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -19545842.000000 Penalty: 5896.938965
	Iteration 24Q: 3 clusters Score -1.954584e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -19545858.000000 Penalty: 5896.938965
	Iteration 25Q: 3 clusters Score -1.954586e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -19545854.000000 Penalty: 5896.938965
	Iteration 26Q: 3 clusters Score -1.954585e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -19546072.000000 Penalty: 5896.938965
	Iteration 27Q: 3 clusters Score -1.954607e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126530 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -19546198.000000 Penalty: 5896.938965
	Iteration 28Q: 3 clusters Score -1.95462e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -19546274.000000 Penalty: 5896.938965
	Iteration 29Q: 3 clusters Score -1.954627e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -19546388.000000 Penalty: 5896.938965
	Iteration 30Q: 3 clusters Score -1.954639e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -19546472.000000 Penalty: 5896.938965
	Iteration 31Q: 3 clusters Score -1.954647e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130696 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -19546420.000000 Penalty: 5896.938965
	Iteration 32Q: 3 clusters Score -1.954642e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131626 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -19546428.000000 Penalty: 5896.938965
	Iteration 33Q: 3 clusters Score -1.954643e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -19546470.000000 Penalty: 5896.938965
	Iteration 34Q: 3 clusters Score -1.954647e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -19546456.000000 Penalty: 5896.938965
	Iteration 35Q: 3 clusters Score -1.954646e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -19546458.000000 Penalty: 5896.938965
	Iteration 36Q: 3 clusters Score -1.954646e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134847 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -19546408.000000 Penalty: 5896.938965
	Iteration 37Q: 3 clusters Score -1.954641e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -19546444.000000 Penalty: 5896.938965
	Iteration 38Q: 3 clusters Score -1.954644e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -19546450.000000 Penalty: 5896.938965
	Iteration 39Q: 3 clusters Score -1.954645e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -19546466.000000 Penalty: 5896.938965
	Iteration 40F: 3 clusters Score -1.954647e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -19546484.000000 Penalty: 5896.938965
	Iteration 41Q: 3 clusters Score -1.954648e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137909 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -19546442.000000 Penalty: 5896.938965
	Iteration 42Q: 3 clusters Score -1.954644e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138404 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -19546426.000000 Penalty: 5896.938965
	Iteration 43Q: 3 clusters Score -1.954643e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -19546414.000000 Penalty: 5896.938965
	Iteration 44Q: 3 clusters Score -1.954641e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -19546350.000000 Penalty: 5896.938965
	Iteration 45Q: 3 clusters Score -1.954635e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19546282.000000 Penalty: 5896.938965
	Iteration 46Q: 3 clusters Score -1.954628e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -19546278.000000 Penalty: 5896.938965
	Iteration 47Q: 3 clusters Score -1.954628e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -19546292.000000 Penalty: 5896.938965
	Iteration 48Q: 3 clusters Score -1.954629e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -19546212.000000 Penalty: 5896.938965
	Iteration 49Q: 3 clusters Score -1.954621e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140790 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -19546148.000000 Penalty: 5896.938965
	Iteration 50Q: 3 clusters Score -1.954615e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -19546118.000000 Penalty: 5896.938965
	Iteration 51Q: 3 clusters Score -1.954612e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -19546088.000000 Penalty: 5896.938965
	Iteration 52Q: 3 clusters Score -1.954609e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141340 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -19546150.000000 Penalty: 5896.938965
	Iteration 53Q: 3 clusters Score -1.954615e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -19546136.000000 Penalty: 5896.938965
	Iteration 54Q: 3 clusters Score -1.954614e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -19546128.000000 Penalty: 5896.938965
	Iteration 55Q: 3 clusters Score -1.954613e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19546124.000000 Penalty: 5896.938965
	Iteration 56Q: 3 clusters Score -1.954612e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -19546098.000000 Penalty: 5896.938965
	Iteration 57Q: 3 clusters Score -1.95461e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141966 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -19546056.000000 Penalty: 5896.938965
	Iteration 58Q: 3 clusters Score -1.954606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -19546050.000000 Penalty: 5896.938965
	Iteration 59Q: 3 clusters Score -1.954605e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19546042.000000 Penalty: 5896.938965
	Iteration 60F: 3 clusters Score -1.954604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142172 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -19546026.000000 Penalty: 5896.938965
	Iteration 61Q: 3 clusters Score -1.954603e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142236 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -19546028.000000 Penalty: 5896.938965
	Iteration 62Q: 3 clusters Score -1.954603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19546006.000000 Penalty: 5896.938965
	Iteration 63Q: 3 clusters Score -1.954601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -19546004.000000 Penalty: 5896.938965
	Iteration 64Q: 3 clusters Score -1.9546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -19545968.000000 Penalty: 5896.938965
	Iteration 65Q: 3 clusters Score -1.954597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -19545940.000000 Penalty: 5896.938965
	Iteration 66Q: 3 clusters Score -1.954594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19545934.000000 Penalty: 5896.938965
	Iteration 67Q: 3 clusters Score -1.954593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -19545952.000000 Penalty: 5896.938965
	Iteration 68Q: 3 clusters Score -1.954595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19545946.000000 Penalty: 5896.938965
	Iteration 69Q: 3 clusters Score -1.954595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -19545946.000000 Penalty: 5896.938965
	Iteration 70Q: 3 clusters Score -1.954595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -19545926.000000 Penalty: 5896.938965
	Iteration 71Q: 3 clusters Score -1.954593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142613 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -19545934.000000 Penalty: 5896.938965
	Iteration 72Q: 3 clusters Score -1.954593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -19545918.000000 Penalty: 5896.938965
	Iteration 73Q: 3 clusters Score -1.954592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -19545928.000000 Penalty: 5896.938965
	Iteration 74Q: 3 clusters Score -1.954593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19545916.000000 Penalty: 5896.938965
	Iteration 75Q: 3 clusters Score -1.954592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142654 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19545890.000000 Penalty: 5896.938965
	Iteration 76Q: 3 clusters Score -1.954589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -19545886.000000 Penalty: 5896.938965
	Iteration 77Q: 3 clusters Score -1.954589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -19545906.000000 Penalty: 5896.938965
	Iteration 78Q: 3 clusters Score -1.954591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -19545894.000000 Penalty: 5896.938965
	Iteration 79Q: 3 clusters Score -1.954589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -19545876.000000 Penalty: 5896.938965
	Iteration 80F: 3 clusters Score -1.954588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19545880.000000 Penalty: 5896.938965
	Iteration 81Q: 3 clusters Score -1.954588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -19545880.000000 Penalty: 5896.938965
	Iteration 82Q: 3 clusters Score -1.954588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -19545866.000000 Penalty: 5896.938965
	Iteration 83Q: 3 clusters Score -1.954587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -19545874.000000 Penalty: 5896.938965
	Iteration 84Q: 3 clusters Score -1.954587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -19545860.000000 Penalty: 5896.938965
	Iteration 85Q: 3 clusters Score -1.954586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19545842.000000 Penalty: 5896.938965
	Iteration 86Q: 3 clusters Score -1.954584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -19545838.000000 Penalty: 5896.938965
	Iteration 87Q: 3 clusters Score -1.954584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -19545832.000000 Penalty: 5896.938965
	Iteration 88Q: 3 clusters Score -1.954583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19545830.000000 Penalty: 5896.938965
	Iteration 89Q: 3 clusters Score -1.954583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142871 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19545838.000000 Penalty: 5896.938965
	Iteration 90Q: 3 clusters Score -1.954584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -19545824.000000 Penalty: 5896.938965
	Iteration 91Q: 3 clusters Score -1.954582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142897 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19545808.000000 Penalty: 5896.938965
	Iteration 92Q: 3 clusters Score -1.954581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -19545804.000000 Penalty: 5896.938965
	Iteration 93Q: 3 clusters Score -1.95458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19545812.000000 Penalty: 5896.938965
	Iteration 94Q: 3 clusters Score -1.954581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19545792.000000 Penalty: 5896.938965
	Iteration 95Q: 3 clusters Score -1.954579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19545792.000000 Penalty: 5896.938965
	Iteration 96Q: 3 clusters Score -1.954579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -19545792.000000 Penalty: 5896.938965
	Iteration 97Q: 3 clusters Score -1.954579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142976 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19545784.000000 Penalty: 5896.938965
	Iteration 98Q: 3 clusters Score -1.954578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19545782.000000 Penalty: 5896.938965
	Iteration 99Q: 3 clusters Score -1.954578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19545786.000000 Penalty: 5896.938965
	Iteration 100F: 3 clusters Score -1.954579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19545796.000000 Penalty: 5896.938965
	Iteration 101Q: 3 clusters Score -1.95458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143009 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19545794.000000 Penalty: 5896.938965
	Iteration 102Q: 3 clusters Score -1.954579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19545790.000000 Penalty: 5896.938965
	Iteration 103Q: 3 clusters Score -1.954579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143017 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19545782.000000 Penalty: 5896.938965
	Iteration 104Q: 3 clusters Score -1.954578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19545782.000000 Penalty: 5896.938965
	Iteration 105Q: 3 clusters Score -1.954578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -19545782.000000 Penalty: 5896.938965
	Iteration 106Q: 3 clusters Score -1.954578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -19545782.000000 Penalty: 5896.938965
	Iteration 107F: 3 clusters Score -1.954578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 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 460 members 
Entering Unmasked Estep 
Score: -116847.882812 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116847.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117352.718750 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117352.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -117820.250000 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117820.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -118241.632812 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -118241.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118368.296875 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -118368.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -118416.875000 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -118416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -118430.929688 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -118430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -118434.242188 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -118434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -118436.062500 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -118436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -118437.031250 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -118437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -118437.031250 Penalty: 3388.113770
	Iteration 10F: 3 clusters Score -118437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -944776.437500 Penalty: 2201.175293
	Iteration 0F: 2 clusters Score -944776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -938954.625000 Penalty: 4402.350586
	Iteration 0F: 3 clusters Score -938954.6 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -940513.062500 Penalty: 4402.350586
	Iteration 1F: 3 clusters Score -940513.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -940892.687500 Penalty: 4402.350586
	Iteration 2F: 3 clusters Score -940892.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -941324.875000 Penalty: 4402.350586
	Iteration 3F: 3 clusters Score -941324.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -941762.437500 Penalty: 4402.350586
	Iteration 4F: 3 clusters Score -941762.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -942097.187500 Penalty: 4402.350586
	Iteration 5F: 3 clusters Score -942097.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -942341.875000 Penalty: 4402.350586
	Iteration 6F: 3 clusters Score -942341.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -942502.625000 Penalty: 4402.350586
	Iteration 7Q: 3 clusters Score -942502.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -942619.187500 Penalty: 4402.350586
	Iteration 8Q: 3 clusters Score -942619.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -942692.312500 Penalty: 4402.350586
	Iteration 9Q: 3 clusters Score -942692.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -942742.750000 Penalty: 4402.350586
	Iteration 10Q: 3 clusters Score -942742.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -942769.437500 Penalty: 4402.350586
	Iteration 11Q: 3 clusters Score -942769.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -942784.937500 Penalty: 4402.350586
	Iteration 12Q: 3 clusters Score -942784.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -942799.062500 Penalty: 4402.350586
	Iteration 13Q: 3 clusters Score -942799.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -942806.562500 Penalty: 4402.350586
	Iteration 14Q: 3 clusters Score -942806.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -942815.312500 Penalty: 4402.350586
	Iteration 15Q: 3 clusters Score -942815.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -942818.812500 Penalty: 4402.350586
	Iteration 16Q: 3 clusters Score -942818.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -942825.812500 Penalty: 4402.350586
	Iteration 17Q: 3 clusters Score -942825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -942827.250000 Penalty: 4402.350586
	Iteration 18Q: 3 clusters Score -942827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -942830.000000 Penalty: 4402.350586
	Iteration 19Q: 3 clusters Score -942830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -942834.000000 Penalty: 4402.350586
	Iteration 20F: 3 clusters Score -942834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -942832.750000 Penalty: 4402.350586
	Iteration 21Q: 3 clusters Score -942832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -942835.750000 Penalty: 4402.350586
	Iteration 22Q: 3 clusters Score -942835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -942838.937500 Penalty: 4402.350586
	Iteration 23Q: 3 clusters Score -942838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -942840.000000 Penalty: 4402.350586
	Iteration 24Q: 3 clusters Score -942840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -942841.750000 Penalty: 4402.350586
	Iteration 25Q: 3 clusters Score -942841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -942842.437500 Penalty: 4402.350586
	Iteration 26Q: 3 clusters Score -942842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -942840.500000 Penalty: 4402.350586
	Iteration 27Q: 3 clusters Score -942840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -942841.875000 Penalty: 4402.350586
	Iteration 28Q: 3 clusters Score -942841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -942840.187500 Penalty: 4402.350586
	Iteration 29Q: 3 clusters Score -942840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -942840.187500 Penalty: 4402.350586
	Iteration 30F: 3 clusters Score -942840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Entering Unmasked Estep 
Score: -14965493.000000 Penalty: 2899.518555
	Iteration 0F: 2 clusters Score -1.496549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -14885750.000000 Penalty: 5799.037109
	Iteration 0F: 3 clusters Score -1.488575e+07 nChanged 56952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -14918881.000000 Penalty: 5799.037109
	Iteration 1F: 3 clusters Score -1.491888e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -14920341.000000 Penalty: 5799.037109
	Iteration 2Q: 3 clusters Score -1.492034e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -14922071.000000 Penalty: 5799.037109
	Iteration 3Q: 3 clusters Score -1.492207e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -14924091.000000 Penalty: 5799.037109
	Iteration 4Q: 3 clusters Score -1.492409e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -14926334.000000 Penalty: 5799.037109
	Iteration 5Q: 3 clusters Score -1.492633e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -14929132.000000 Penalty: 5799.037109
	Iteration 6F: 3 clusters Score -1.492913e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -14932335.000000 Penalty: 5799.037109
	Iteration 7F: 3 clusters Score -1.493234e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -14936287.000000 Penalty: 5799.037109
	Iteration 8F: 3 clusters Score -1.493629e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -14940622.000000 Penalty: 5799.037109
	Iteration 9F: 3 clusters Score -1.494062e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -14944759.000000 Penalty: 5799.037109
	Iteration 10F: 3 clusters Score -1.494476e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -14948320.000000 Penalty: 5799.037109
	Iteration 11Q: 3 clusters Score -1.494832e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -14950845.000000 Penalty: 5799.037109
	Iteration 12Q: 3 clusters Score -1.495084e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -14952654.000000 Penalty: 5799.037109
	Iteration 13Q: 3 clusters Score -1.495265e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -14954130.000000 Penalty: 5799.037109
	Iteration 14Q: 3 clusters Score -1.495413e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -14955393.000000 Penalty: 5799.037109
	Iteration 15Q: 3 clusters Score -1.495539e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -14956654.000000 Penalty: 5799.037109
	Iteration 16Q: 3 clusters Score -1.495665e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -14957754.000000 Penalty: 5799.037109
	Iteration 17Q: 3 clusters Score -1.495775e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -14958750.000000 Penalty: 5799.037109
	Iteration 18Q: 3 clusters Score -1.495875e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -14959588.000000 Penalty: 5799.037109
	Iteration 19Q: 3 clusters Score -1.495959e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -14960304.000000 Penalty: 5799.037109
	Iteration 20F: 3 clusters Score -1.49603e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -14960936.000000 Penalty: 5799.037109
	Iteration 21Q: 3 clusters Score -1.496094e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -14961509.000000 Penalty: 5799.037109
	Iteration 22Q: 3 clusters Score -1.496151e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 114641 members 
Entering Unmasked Estep 
Score: -14961867.000000 Penalty: 5799.037109
	Iteration 23Q: 3 clusters Score -1.496187e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -14962215.000000 Penalty: 5799.037109
	Iteration 24Q: 3 clusters Score -1.496222e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -14962587.000000 Penalty: 5799.037109
	Iteration 25Q: 3 clusters Score -1.496259e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -14962820.000000 Penalty: 5799.037109
	Iteration 26Q: 3 clusters Score -1.496282e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -14962951.000000 Penalty: 5799.037109
	Iteration 27Q: 3 clusters Score -1.496295e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -14963090.000000 Penalty: 5799.037109
	Iteration 28Q: 3 clusters Score -1.496309e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -14963228.000000 Penalty: 5799.037109
	Iteration 29Q: 3 clusters Score -1.496323e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -14963289.000000 Penalty: 5799.037109
	Iteration 30Q: 3 clusters Score -1.496329e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -14963335.000000 Penalty: 5799.037109
	Iteration 31Q: 3 clusters Score -1.496334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -14963397.000000 Penalty: 5799.037109
	Iteration 32Q: 3 clusters Score -1.49634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -14963399.000000 Penalty: 5799.037109
	Iteration 33Q: 3 clusters Score -1.49634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -14963427.000000 Penalty: 5799.037109
	Iteration 34Q: 3 clusters Score -1.496343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -14963438.000000 Penalty: 5799.037109
	Iteration 35Q: 3 clusters Score -1.496344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 118046 members 
Entering Unmasked Estep 
Score: -14963437.000000 Penalty: 5799.037109
	Iteration 36Q: 3 clusters Score -1.496344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -14963420.000000 Penalty: 5799.037109
	Iteration 37Q: 3 clusters Score -1.496342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -14963417.000000 Penalty: 5799.037109
	Iteration 38Q: 3 clusters Score -1.496342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -14963417.000000 Penalty: 5799.037109
	Iteration 39Q: 3 clusters Score -1.496342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -14963423.000000 Penalty: 5799.037109
	Iteration 40F: 3 clusters Score -1.496342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -14963432.000000 Penalty: 5799.037109
	Iteration 41Q: 3 clusters Score -1.496343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -14963440.000000 Penalty: 5799.037109
	Iteration 42Q: 3 clusters Score -1.496344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -14963442.000000 Penalty: 5799.037109
	Iteration 43Q: 3 clusters Score -1.496344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -14963446.000000 Penalty: 5799.037109
	Iteration 44Q: 3 clusters Score -1.496345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -14963445.000000 Penalty: 5799.037109
	Iteration 45Q: 3 clusters Score -1.496344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 118176 members 
Entering Unmasked Estep 
Score: -14963449.000000 Penalty: 5799.037109
	Iteration 46Q: 3 clusters Score -1.496345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -14963457.000000 Penalty: 5799.037109
	Iteration 47Q: 3 clusters Score -1.496346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -14963457.000000 Penalty: 5799.037109
	Iteration 48Q: 3 clusters Score -1.496346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 118182 members 
Entering Unmasked Estep 
Score: -14963459.000000 Penalty: 5799.037109
	Iteration 49Q: 3 clusters Score -1.496346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 118182 members 
Entering Unmasked Estep 
Score: -14963459.000000 Penalty: 5799.037109
	Iteration 50F: 3 clusters Score -1.496346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61466.875000 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61466.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61678.886719 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61678.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61797.015625 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61797.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61864.121094 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61864.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61902.906250 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61902.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61929.945312 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61929.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61942.875000 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61942.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61947.949219 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61947.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61947.949219 Penalty: 3101.899170
	Iteration 8F: 3 clusters Score -61947.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Entering Unmasked Estep 
Score: -1342765.625000 Penalty: 2307.846191
	Iteration 0F: 2 clusters Score -1342766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1334530.250000 Penalty: 4615.692383
	Iteration 0F: 3 clusters Score -1334530 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1337337.625000 Penalty: 4615.692383
	Iteration 1F: 3 clusters Score -1337338 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1338215.125000 Penalty: 4615.692383
	Iteration 2F: 3 clusters Score -1338215 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1339082.625000 Penalty: 4615.692383
	Iteration 3F: 3 clusters Score -1339083 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1339816.375000 Penalty: 4615.692383
	Iteration 4F: 3 clusters Score -1339816 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1340401.625000 Penalty: 4615.692383
	Iteration 5F: 3 clusters Score -1340402 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1340791.000000 Penalty: 4615.692383
	Iteration 6F: 3 clusters Score -1340791 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1341059.750000 Penalty: 4615.692383
	Iteration 7Q: 3 clusters Score -1341060 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1341274.500000 Penalty: 4615.692383
	Iteration 8Q: 3 clusters Score -1341274 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1341443.375000 Penalty: 4615.692383
	Iteration 9Q: 3 clusters Score -1341443 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1341592.000000 Penalty: 4615.692383
	Iteration 10Q: 3 clusters Score -1341592 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1341711.750000 Penalty: 4615.692383
	Iteration 11Q: 3 clusters Score -1341712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1341818.500000 Penalty: 4615.692383
	Iteration 12Q: 3 clusters Score -1341818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1341907.000000 Penalty: 4615.692383
	Iteration 13Q: 3 clusters Score -1341907 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1341978.875000 Penalty: 4615.692383
	Iteration 14Q: 3 clusters Score -1341979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1342026.750000 Penalty: 4615.692383
	Iteration 15Q: 3 clusters Score -1342027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1342068.250000 Penalty: 4615.692383
	Iteration 16Q: 3 clusters Score -1342068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1342096.125000 Penalty: 4615.692383
	Iteration 17Q: 3 clusters Score -1342096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1342118.750000 Penalty: 4615.692383
	Iteration 18Q: 3 clusters Score -1342119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1342130.500000 Penalty: 4615.692383
	Iteration 19Q: 3 clusters Score -1342130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1342144.250000 Penalty: 4615.692383
	Iteration 20F: 3 clusters Score -1342144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1342156.625000 Penalty: 4615.692383
	Iteration 21Q: 3 clusters Score -1342157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1342163.875000 Penalty: 4615.692383
	Iteration 22Q: 3 clusters Score -1342164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1342172.250000 Penalty: 4615.692383
	Iteration 23Q: 3 clusters Score -1342172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1342175.500000 Penalty: 4615.692383
	Iteration 24Q: 3 clusters Score -1342176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1342179.125000 Penalty: 4615.692383
	Iteration 25Q: 3 clusters Score -1342179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1342185.375000 Penalty: 4615.692383
	Iteration 26Q: 3 clusters Score -1342185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1342186.500000 Penalty: 4615.692383
	Iteration 27Q: 3 clusters Score -1342186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1342191.875000 Penalty: 4615.692383
	Iteration 28Q: 3 clusters Score -1342192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1342196.000000 Penalty: 4615.692383
	Iteration 29Q: 3 clusters Score -1342196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1342196.125000 Penalty: 4615.692383
	Iteration 30Q: 3 clusters Score -1342196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1342200.500000 Penalty: 4615.692383
	Iteration 31Q: 3 clusters Score -1342200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1342207.250000 Penalty: 4615.692383
	Iteration 32Q: 3 clusters Score -1342207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1342210.375000 Penalty: 4615.692383
	Iteration 33Q: 3 clusters Score -1342210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1342213.125000 Penalty: 4615.692383
	Iteration 34Q: 3 clusters Score -1342213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1342222.375000 Penalty: 4615.692383
	Iteration 35Q: 3 clusters Score -1342222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1342219.625000 Penalty: 4615.692383
	Iteration 36Q: 3 clusters Score -1342220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1342227.750000 Penalty: 4615.692383
	Iteration 37Q: 3 clusters Score -1342228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1342233.375000 Penalty: 4615.692383
	Iteration 38Q: 3 clusters Score -1342233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1342236.000000 Penalty: 4615.692383
	Iteration 39Q: 3 clusters Score -1342236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1342242.000000 Penalty: 4615.692383
	Iteration 40F: 3 clusters Score -1342242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1342248.875000 Penalty: 4615.692383
	Iteration 41Q: 3 clusters Score -1342249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1342252.500000 Penalty: 4615.692383
	Iteration 42Q: 3 clusters Score -1342252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1342253.750000 Penalty: 4615.692383
	Iteration 43Q: 3 clusters Score -1342254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1342260.625000 Penalty: 4615.692383
	Iteration 44Q: 3 clusters Score -1342261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1342277.375000 Penalty: 4615.692383
	Iteration 45Q: 3 clusters Score -1342277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1342285.625000 Penalty: 4615.692383
	Iteration 46Q: 3 clusters Score -1342286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1342291.000000 Penalty: 4615.692383
	Iteration 47Q: 3 clusters Score -1342291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1342301.750000 Penalty: 4615.692383
	Iteration 48Q: 3 clusters Score -1342302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1342310.625000 Penalty: 4615.692383
	Iteration 49Q: 3 clusters Score -1342311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1342322.500000 Penalty: 4615.692383
	Iteration 50Q: 3 clusters Score -1342322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1342327.500000 Penalty: 4615.692383
	Iteration 51Q: 3 clusters Score -1342328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1342341.250000 Penalty: 4615.692383
	Iteration 52Q: 3 clusters Score -1342341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1342345.625000 Penalty: 4615.692383
	Iteration 53Q: 3 clusters Score -1342346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1342356.375000 Penalty: 4615.692383
	Iteration 54Q: 3 clusters Score -1342356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1342373.125000 Penalty: 4615.692383
	Iteration 55Q: 3 clusters Score -1342373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1342388.125000 Penalty: 4615.692383
	Iteration 56Q: 3 clusters Score -1342388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1342397.000000 Penalty: 4615.692383
	Iteration 57Q: 3 clusters Score -1342397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1342409.125000 Penalty: 4615.692383
	Iteration 58Q: 3 clusters Score -1342409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1342416.750000 Penalty: 4615.692383
	Iteration 59Q: 3 clusters Score -1342417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1342423.875000 Penalty: 4615.692383
	Iteration 60F: 3 clusters Score -1342424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1342429.250000 Penalty: 4615.692383
	Iteration 61Q: 3 clusters Score -1342429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1342430.875000 Penalty: 4615.692383
	Iteration 62Q: 3 clusters Score -1342431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1342437.875000 Penalty: 4615.692383
	Iteration 63Q: 3 clusters Score -1342438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1342440.375000 Penalty: 4615.692383
	Iteration 64Q: 3 clusters Score -1342440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1342444.750000 Penalty: 4615.692383
	Iteration 65Q: 3 clusters Score -1342445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1342449.000000 Penalty: 4615.692383
	Iteration 66Q: 3 clusters Score -1342449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1342452.125000 Penalty: 4615.692383
	Iteration 67Q: 3 clusters Score -1342452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1342461.625000 Penalty: 4615.692383
	Iteration 68Q: 3 clusters Score -1342462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1342462.750000 Penalty: 4615.692383
	Iteration 69Q: 3 clusters Score -1342463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1342465.875000 Penalty: 4615.692383
	Iteration 70Q: 3 clusters Score -1342466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1342468.250000 Penalty: 4615.692383
	Iteration 71Q: 3 clusters Score -1342468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1342470.375000 Penalty: 4615.692383
	Iteration 72Q: 3 clusters Score -1342470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1342469.500000 Penalty: 4615.692383
	Iteration 73Q: 3 clusters Score -1342470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1342473.250000 Penalty: 4615.692383
	Iteration 74Q: 3 clusters Score -1342473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1342478.500000 Penalty: 4615.692383
	Iteration 75Q: 3 clusters Score -1342478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1342488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1342490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1342498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1342504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1342505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1342510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1342522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1342535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1342545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1342555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1342559 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1342559 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1342563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1342570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1342575.875000 Penalty: 4615.692383
	Iteration 90Q: 3 clusters Score -1342576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1342576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1342575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1342578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1342576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1342577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1342579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1342580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1342584 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1342584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1342587.500000 Penalty: 4615.692383
	Iteration 100F: 3 clusters Score -1342588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1342585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1342587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1342590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1342592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1342594 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1342599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1342605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1342611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1342612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1342622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1342626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1342631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1342632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1342637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1342638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1342642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1342643 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1342647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1342650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1342655.000000 Penalty: 4615.692383
	Iteration 120F: 3 clusters Score -1342655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1342661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1342668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1342674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1342684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1342691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1342693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1342702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1342710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1342713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1342714.000000 Penalty: 4615.692383
	Iteration 130Q: 3 clusters Score -1342714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1342716.625000 Penalty: 4615.692383
	Iteration 131Q: 3 clusters Score -1342717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1342719.250000 Penalty: 4615.692383
	Iteration 132Q: 3 clusters Score -1342719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1342717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1342722.500000 Penalty: 4615.692383
	Iteration 134Q: 3 clusters Score -1342722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1342728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1342731.000000 Penalty: 4615.692383
	Iteration 136Q: 3 clusters Score -1342731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1342738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1342741.000000 Penalty: 4615.692383
	Iteration 138Q: 3 clusters Score -1342741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1342743.500000 Penalty: 4615.692383
	Iteration 139Q: 3 clusters Score -1342744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1342751.125000 Penalty: 4615.692383
	Iteration 140F: 3 clusters Score -1342751 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1342752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1342754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1342756.875000 Penalty: 4615.692383
	Iteration 143Q: 3 clusters Score -1342757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1342758.875000 Penalty: 4615.692383
	Iteration 144Q: 3 clusters Score -1342759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1342766.875000 Penalty: 4615.692383
	Iteration 145Q: 3 clusters Score -1342767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1342773.500000 Penalty: 4615.692383
	Iteration 146Q: 3 clusters Score -1342774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1342778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1342779.000000 Penalty: 4615.692383
	Iteration 148Q: 3 clusters Score -1342779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1342779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1342781.750000 Penalty: 4615.692383
	Iteration 150Q: 3 clusters Score -1342782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1342781 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1342784 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1342788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1342788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1342789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1342793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1342794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1342797.000000 Penalty: 4615.692383
	Iteration 158Q: 3 clusters Score -1342797 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1342801 nChanged 3
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1342800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1342802.500000 Penalty: 4615.692383
	Iteration 161Q: 3 clusters Score -1342802 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1342802 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1342803 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1342804 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1342805 nChanged 3
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Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1342801 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2183 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1342802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1342802.750000 Penalty: 4615.692383
	Iteration 168Q: 3 clusters Score -1342803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1342803.375000 Penalty: 4615.692383
	Iteration 169Q: 3 clusters Score -1342803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1342803.500000 Penalty: 4615.692383
	Iteration 170Q: 3 clusters Score -1342804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1342804.250000 Penalty: 4615.692383
	Iteration 171Q: 3 clusters Score -1342804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1342804.250000 Penalty: 4615.692383
	Iteration 172F: 3 clusters Score -1342804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 102965 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 167545 members 
Mstep: Class 16 contains 131825 members 
Mstep: Class 17 contains 29493 members 
Mstep: Class 18 contains 216152 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114868 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 145654 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119564 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 2179 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 8823 members 
Entering Unmasked Estep 
Score: -181073840.000000 Penalty: 115847.835938
Splitting cluster 31 changes total score from -181074336.000000 to -181073840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -544457.750000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -544457.8 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 2322 members 
Entering Unmasked Estep 
Score: -540213.312500 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -540213.3 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -541351.125000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -541351.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -541762.187500 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -541762.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -542069.937500 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -542069.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -542305.250000 Penalty: 4185.107910
	Iteration 4F: 3 clusters Score -542305.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -542504.062500 Penalty: 4185.107910
	Iteration 5F: 3 clusters Score -542504.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -542633.437500 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -542633.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -542718.687500 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -542718.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -542779.000000 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -542779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -542830.250000 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -542830.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -542883.375000 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -542883.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -542929.750000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -542929.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -542961.250000 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -542961.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -543005.437500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -543005.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -543054.000000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -543054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -543090.312500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -543090.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -543122.375000 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -543122.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -543147.625000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -543147.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -543169.812500 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -543169.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -543187.687500 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -543187.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -543208.062500 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -543208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -543213.250000 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -543213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -543215.687500 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -543215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -543223.812500 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -543223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -543229.375000 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -543229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -543232.875000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -543232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -543235.625000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -543235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -543236.125000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -543236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -543237.000000 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -543237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -543237.000000 Penalty: 4185.107910
	Iteration 29F: 3 clusters Score -543237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 102965 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 167545 members 
Mstep: Class 16 contains 131825 members 
Mstep: Class 17 contains 29493 members 
Mstep: Class 18 contains 216152 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114868 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 145654 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119564 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11002 members 
Mstep: Class 32 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074736.000000 Penalty: 112337.296875
Iteration 199Q: 33 clusters Score -1.810747e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17839 members 
Mstep: Class 4 contains 102906 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 117049 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 167571 members 
Mstep: Class 16 contains 131822 members 
Mstep: Class 17 contains 29496 members 
Mstep: Class 18 contains 216026 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114851 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 144653 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119497 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10993 members 
Mstep: Class 32 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075104.000000 Penalty: 112337.296875
Iteration 200F: 33 clusters Score -1.810751e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 17848 members 
Mstep: Class 4 contains 102849 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 118333 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 167626 members 
Mstep: Class 16 contains 131818 members 
Mstep: Class 17 contains 29503 members 
Mstep: Class 18 contains 215928 members 
Mstep: Class 19 contains 37206 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 114851 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 4446 members 
Mstep: Class 25 contains 7402 members 
Mstep: Class 26 contains 143526 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119439 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10990 members 
Mstep: Class 32 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075072.000000 Penalty: 112337.296875
Iteration 201Q: 33 clusters Score -1.810751e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17848 members 
Mstep: Class 4 contains 102791 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 119754 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 40268 members 
Mstep: Class 15 contains 167715 members 
Mstep: Class 16 contains 131815 members 
Mstep: Class 17 contains 29501 members 
Mstep: Class 18 contains 215799 members 
Mstep: Class 19 contains 37209 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 114852 members 
Mstep: Class 23 contains 19433 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7401 members 
Mstep: Class 26 contains 142257 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119396 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10985 members 
Mstep: Class 32 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075456.000000 Penalty: 112337.296875
Iteration 202Q: 33 clusters Score -1.810755e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17856 members 
Mstep: Class 4 contains 102738 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15941 members 
Mstep: Class 7 contains 121271 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 40257 members 
Mstep: Class 15 contains 167811 members 
Mstep: Class 16 contains 131811 members 
Mstep: Class 17 contains 29481 members 
Mstep: Class 18 contains 215653 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 114851 members 
Mstep: Class 23 contains 19428 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 140935 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119342 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10985 members 
Mstep: Class 32 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075984.000000 Penalty: 112337.296875
Iteration 203Q: 33 clusters Score -1.81076e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17859 members 
Mstep: Class 4 contains 102683 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15950 members 
Mstep: Class 7 contains 122873 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40249 members 
Mstep: Class 15 contains 167947 members 
Mstep: Class 16 contains 131808 members 
Mstep: Class 17 contains 29473 members 
Mstep: Class 18 contains 215493 members 
Mstep: Class 19 contains 37193 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 114860 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 139523 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119258 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10983 members 
Mstep: Class 32 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076272.000000 Penalty: 112337.296875
Iteration 204Q: 33 clusters Score -1.810763e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17870 members 
Mstep: Class 4 contains 102626 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15954 members 
Mstep: Class 7 contains 124489 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 14062 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 40245 members 
Mstep: Class 15 contains 168157 members 
Mstep: Class 16 contains 131803 members 
Mstep: Class 17 contains 29451 members 
Mstep: Class 18 contains 215349 members 
Mstep: Class 19 contains 37186 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 114864 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 138040 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119155 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10983 members 
Mstep: Class 32 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077296.000000 Penalty: 112337.296875
Iteration 205Q: 33 clusters Score -1.810773e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17874 members 
Mstep: Class 4 contains 102572 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15960 members 
Mstep: Class 7 contains 126124 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40240 members 
Mstep: Class 15 contains 168387 members 
Mstep: Class 16 contains 131799 members 
Mstep: Class 17 contains 29445 members 
Mstep: Class 18 contains 215211 members 
Mstep: Class 19 contains 37182 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 114855 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7402 members 
Mstep: Class 26 contains 136503 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 119054 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10985 members 
Mstep: Class 32 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078288.000000 Penalty: 112337.296875
Iteration 206Q: 33 clusters Score -1.810783e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 102490 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 127603 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 14063 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40235 members 
Mstep: Class 15 contains 168711 members 
Mstep: Class 16 contains 131794 members 
Mstep: Class 17 contains 29421 members 
Mstep: Class 18 contains 215111 members 
Mstep: Class 19 contains 37180 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 114850 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7398 members 
Mstep: Class 26 contains 135064 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 118931 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10985 members 
Mstep: Class 32 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078160.000000 Penalty: 112337.296875
Iteration 207Q: 33 clusters Score -1.810782e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 102410 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 128940 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40230 members 
Mstep: Class 15 contains 169077 members 
Mstep: Class 16 contains 131791 members 
Mstep: Class 17 contains 29398 members 
Mstep: Class 18 contains 215007 members 
Mstep: Class 19 contains 37176 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 114856 members 
Mstep: Class 23 contains 19391 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 133679 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 118848 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10982 members 
Mstep: Class 32 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078576.000000 Penalty: 112337.296875
Iteration 208Q: 33 clusters Score -1.810786e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 17893 members 
Mstep: Class 4 contains 102336 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15980 members 
Mstep: Class 7 contains 130177 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40223 members 
Mstep: Class 15 contains 169494 members 
Mstep: Class 16 contains 131787 members 
Mstep: Class 17 contains 29381 members 
Mstep: Class 18 contains 214891 members 
Mstep: Class 19 contains 37174 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 114860 members 
Mstep: Class 23 contains 19380 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 132363 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 118735 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10983 members 
Mstep: Class 32 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078896.000000 Penalty: 112337.296875
Iteration 209Q: 33 clusters Score -1.810789e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17910 members 
Mstep: Class 4 contains 102260 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 131291 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 3990 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40217 members 
Mstep: Class 15 contains 169909 members 
Mstep: Class 16 contains 131784 members 
Mstep: Class 17 contains 29361 members 
Mstep: Class 18 contains 214782 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 114863 members 
Mstep: Class 23 contains 19368 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 131179 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7158 members 
Mstep: Class 29 contains 118607 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10981 members 
Mstep: Class 32 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079680.000000 Penalty: 112337.296875
Iteration 210Q: 33 clusters Score -1.810797e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 102189 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15994 members 
Mstep: Class 7 contains 132280 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 14060 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40223 members 
Mstep: Class 15 contains 170318 members 
Mstep: Class 16 contains 131781 members 
Mstep: Class 17 contains 29331 members 
Mstep: Class 18 contains 214722 members 
Mstep: Class 19 contains 37171 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 114856 members 
Mstep: Class 23 contains 19355 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 130069 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 118496 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10983 members 
Mstep: Class 32 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079840.000000 Penalty: 112337.296875
Iteration 211Q: 33 clusters Score -1.810798e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17937 members 
Mstep: Class 4 contains 102129 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16002 members 
Mstep: Class 7 contains 133028 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40224 members 
Mstep: Class 15 contains 170753 members 
Mstep: Class 16 contains 131776 members 
Mstep: Class 17 contains 29292 members 
Mstep: Class 18 contains 214634 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114855 members 
Mstep: Class 23 contains 19344 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 129179 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 118399 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10988 members 
Mstep: Class 32 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080240.000000 Penalty: 112337.296875
Iteration 212Q: 33 clusters Score -1.810802e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17943 members 
Mstep: Class 4 contains 102067 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16007 members 
Mstep: Class 7 contains 133536 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 14064 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40221 members 
Mstep: Class 15 contains 171264 members 
Mstep: Class 16 contains 131769 members 
Mstep: Class 17 contains 29249 members 
Mstep: Class 18 contains 214517 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 114858 members 
Mstep: Class 23 contains 19343 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 128520 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 118270 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080880.000000 Penalty: 112337.296875
Iteration 213Q: 33 clusters Score -1.810809e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17948 members 
Mstep: Class 4 contains 102011 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 133868 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 14066 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40220 members 
Mstep: Class 15 contains 171715 members 
Mstep: Class 16 contains 131764 members 
Mstep: Class 17 contains 29212 members 
Mstep: Class 18 contains 214484 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 114858 members 
Mstep: Class 23 contains 19344 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 127984 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 118144 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10998 members 
Mstep: Class 32 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080800.000000 Penalty: 112337.296875
Iteration 214Q: 33 clusters Score -1.810808e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17954 members 
Mstep: Class 4 contains 101975 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 134120 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 14067 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40221 members 
Mstep: Class 15 contains 172131 members 
Mstep: Class 16 contains 131763 members 
Mstep: Class 17 contains 29181 members 
Mstep: Class 18 contains 214447 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 114850 members 
Mstep: Class 23 contains 19339 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7390 members 
Mstep: Class 26 contains 127571 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10993 members 
Mstep: Class 32 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080512.000000 Penalty: 112337.296875
Iteration 215Q: 33 clusters Score -1.810805e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17963 members 
Mstep: Class 4 contains 101948 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16030 members 
Mstep: Class 7 contains 134300 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40215 members 
Mstep: Class 15 contains 172463 members 
Mstep: Class 16 contains 131759 members 
Mstep: Class 17 contains 29145 members 
Mstep: Class 18 contains 214399 members 
Mstep: Class 19 contains 37144 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 114847 members 
Mstep: Class 23 contains 19334 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 127309 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 117892 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10992 members 
Mstep: Class 32 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080592.000000 Penalty: 112337.296875
Iteration 216Q: 33 clusters Score -1.810806e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17977 members 
Mstep: Class 4 contains 101921 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16034 members 
Mstep: Class 7 contains 134332 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40210 members 
Mstep: Class 15 contains 172760 members 
Mstep: Class 16 contains 131754 members 
Mstep: Class 17 contains 29124 members 
Mstep: Class 18 contains 214374 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 114839 members 
Mstep: Class 23 contains 19326 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 127217 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 117735 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10994 members 
Mstep: Class 32 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080624.000000 Penalty: 112337.296875
Iteration 217Q: 33 clusters Score -1.810806e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17983 members 
Mstep: Class 4 contains 101909 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16032 members 
Mstep: Class 7 contains 134365 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40212 members 
Mstep: Class 15 contains 173002 members 
Mstep: Class 16 contains 131749 members 
Mstep: Class 17 contains 29122 members 
Mstep: Class 18 contains 214340 members 
Mstep: Class 19 contains 37142 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 114827 members 
Mstep: Class 23 contains 19312 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 127163 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 117577 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11000 members 
Mstep: Class 32 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080400.000000 Penalty: 112337.296875
Iteration 218Q: 33 clusters Score -1.810804e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 17996 members 
Mstep: Class 4 contains 101902 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16034 members 
Mstep: Class 7 contains 134318 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40207 members 
Mstep: Class 15 contains 173197 members 
Mstep: Class 16 contains 131748 members 
Mstep: Class 17 contains 29093 members 
Mstep: Class 18 contains 214325 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 114814 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 127264 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 117415 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11004 members 
Mstep: Class 32 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079792.000000 Penalty: 112337.296875
Iteration 219Q: 33 clusters Score -1.810798e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18017 members 
Mstep: Class 4 contains 101887 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 134194 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40198 members 
Mstep: Class 15 contains 173346 members 
Mstep: Class 16 contains 131745 members 
Mstep: Class 17 contains 29050 members 
Mstep: Class 18 contains 214331 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19296 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 127490 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7163 members 
Mstep: Class 29 contains 117231 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 10999 members 
Mstep: Class 32 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079888.000000 Penalty: 112337.296875
Iteration 220F: 33 clusters Score -1.810799e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18044 members 
Mstep: Class 4 contains 101868 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 133949 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 173476 members 
Mstep: Class 16 contains 131744 members 
Mstep: Class 17 contains 29026 members 
Mstep: Class 18 contains 214348 members 
Mstep: Class 19 contains 37110 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 114806 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 127834 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 117038 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11003 members 
Mstep: Class 32 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079984.000000 Penalty: 112337.296875
Iteration 221Q: 33 clusters Score -1.8108e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18058 members 
Mstep: Class 4 contains 101860 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16031 members 
Mstep: Class 7 contains 133628 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40181 members 
Mstep: Class 15 contains 173551 members 
Mstep: Class 16 contains 131744 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 214376 members 
Mstep: Class 19 contains 37108 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 128233 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116887 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11010 members 
Mstep: Class 32 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079808.000000 Penalty: 112337.296875
Iteration 222Q: 33 clusters Score -1.810798e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 101847 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 133198 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 173591 members 
Mstep: Class 16 contains 131745 members 
Mstep: Class 17 contains 28975 members 
Mstep: Class 18 contains 214376 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 114815 members 
Mstep: Class 23 contains 19279 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 128771 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116750 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11016 members 
Mstep: Class 32 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079936.000000 Penalty: 112337.296875
Iteration 223Q: 33 clusters Score -1.810799e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18092 members 
Mstep: Class 4 contains 101834 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16035 members 
Mstep: Class 7 contains 132726 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40177 members 
Mstep: Class 15 contains 173583 members 
Mstep: Class 16 contains 131747 members 
Mstep: Class 17 contains 28955 members 
Mstep: Class 18 contains 214409 members 
Mstep: Class 19 contains 37107 members 
Mstep: Class 20 contains 7246 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 114824 members 
Mstep: Class 23 contains 19271 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 129343 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116624 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079856.000000 Penalty: 112337.296875
Iteration 224Q: 33 clusters Score -1.810799e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 101837 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 132162 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 173555 members 
Mstep: Class 16 contains 131748 members 
Mstep: Class 17 contains 28932 members 
Mstep: Class 18 contains 214446 members 
Mstep: Class 19 contains 37096 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 114838 members 
Mstep: Class 23 contains 19261 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 130014 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116518 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079584.000000 Penalty: 112337.296875
Iteration 225Q: 33 clusters Score -1.810796e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18109 members 
Mstep: Class 4 contains 101836 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16031 members 
Mstep: Class 7 contains 131600 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40167 members 
Mstep: Class 15 contains 173509 members 
Mstep: Class 16 contains 131747 members 
Mstep: Class 17 contains 28907 members 
Mstep: Class 18 contains 214469 members 
Mstep: Class 19 contains 37098 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 114845 members 
Mstep: Class 23 contains 19253 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 130683 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 116451 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080288.000000 Penalty: 112337.296875
Iteration 226Q: 33 clusters Score -1.810803e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 101841 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 131032 members 
Mstep: Class 8 contains 5184 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 173448 members 
Mstep: Class 16 contains 131745 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 214490 members 
Mstep: Class 19 contains 37092 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 114856 members 
Mstep: Class 23 contains 19249 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 131370 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 116382 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080288.000000 Penalty: 112337.296875
Iteration 227Q: 33 clusters Score -1.810803e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 101843 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16019 members 
Mstep: Class 7 contains 130363 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 173393 members 
Mstep: Class 16 contains 131744 members 
Mstep: Class 17 contains 28880 members 
Mstep: Class 18 contains 214532 members 
Mstep: Class 19 contains 37090 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 114848 members 
Mstep: Class 23 contains 19244 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 132119 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116325 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080208.000000 Penalty: 112337.296875
Iteration 228Q: 33 clusters Score -1.810802e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18121 members 
Mstep: Class 4 contains 101836 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 129722 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 14074 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40171 members 
Mstep: Class 15 contains 173317 members 
Mstep: Class 16 contains 131745 members 
Mstep: Class 17 contains 28861 members 
Mstep: Class 18 contains 214568 members 
Mstep: Class 19 contains 37090 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114838 members 
Mstep: Class 23 contains 19235 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 132898 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116263 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079984.000000 Penalty: 112337.296875
Iteration 229Q: 33 clusters Score -1.8108e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 101832 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 129034 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 14074 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40169 members 
Mstep: Class 15 contains 173205 members 
Mstep: Class 16 contains 131741 members 
Mstep: Class 17 contains 28854 members 
Mstep: Class 18 contains 214626 members 
Mstep: Class 19 contains 37089 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 114831 members 
Mstep: Class 23 contains 19230 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 133721 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116207 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079968.000000 Penalty: 112337.296875
Iteration 230Q: 33 clusters Score -1.8108e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18127 members 
Mstep: Class 4 contains 101828 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 128291 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 14074 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 173108 members 
Mstep: Class 16 contains 131741 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 214697 members 
Mstep: Class 19 contains 37086 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114830 members 
Mstep: Class 23 contains 19225 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 134572 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 116140 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080016.000000 Penalty: 112337.296875
Iteration 231Q: 33 clusters Score -1.8108e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18129 members 
Mstep: Class 4 contains 101820 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16013 members 
Mstep: Class 7 contains 127502 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40168 members 
Mstep: Class 15 contains 173029 members 
Mstep: Class 16 contains 131739 members 
Mstep: Class 17 contains 28818 members 
Mstep: Class 18 contains 214753 members 
Mstep: Class 19 contains 37090 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114813 members 
Mstep: Class 23 contains 19225 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 135494 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7166 members 
Mstep: Class 29 contains 116074 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11039 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080016.000000 Penalty: 112337.296875
Iteration 232Q: 33 clusters Score -1.8108e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 101809 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16012 members 
Mstep: Class 7 contains 126798 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40168 members 
Mstep: Class 15 contains 172896 members 
Mstep: Class 16 contains 131739 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 214778 members 
Mstep: Class 19 contains 37098 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19222 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 136407 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 116014 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11039 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079568.000000 Penalty: 112337.296875
Iteration 233Q: 33 clusters Score -1.810796e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18115 members 
Mstep: Class 4 contains 101806 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16014 members 
Mstep: Class 7 contains 126050 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40168 members 
Mstep: Class 15 contains 172784 members 
Mstep: Class 16 contains 131737 members 
Mstep: Class 17 contains 28778 members 
Mstep: Class 18 contains 214809 members 
Mstep: Class 19 contains 37099 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114794 members 
Mstep: Class 23 contains 19221 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 137316 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115968 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079568.000000 Penalty: 112337.296875
Iteration 234Q: 33 clusters Score -1.810796e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 101799 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16011 members 
Mstep: Class 7 contains 125319 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 172692 members 
Mstep: Class 16 contains 131735 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 214842 members 
Mstep: Class 19 contains 37099 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 114779 members 
Mstep: Class 23 contains 19221 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 138213 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115898 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079168.000000 Penalty: 112337.296875
Iteration 235Q: 33 clusters Score -1.810792e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 101805 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16006 members 
Mstep: Class 7 contains 124636 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40176 members 
Mstep: Class 15 contains 172583 members 
Mstep: Class 16 contains 131731 members 
Mstep: Class 17 contains 28730 members 
Mstep: Class 18 contains 214846 members 
Mstep: Class 19 contains 37100 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 19222 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 139081 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115842 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079216.000000 Penalty: 112337.296875
Iteration 236Q: 33 clusters Score -1.810792e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18126 members 
Mstep: Class 4 contains 101817 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16001 members 
Mstep: Class 7 contains 123921 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40171 members 
Mstep: Class 15 contains 172491 members 
Mstep: Class 16 contains 131729 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 214850 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 19217 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 139972 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115772 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079216.000000 Penalty: 112337.296875
Iteration 237Q: 33 clusters Score -1.810792e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18124 members 
Mstep: Class 4 contains 101821 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15997 members 
Mstep: Class 7 contains 123247 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40171 members 
Mstep: Class 15 contains 172389 members 
Mstep: Class 16 contains 131725 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 214857 members 
Mstep: Class 19 contains 37107 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114776 members 
Mstep: Class 23 contains 19216 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 140821 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115726 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079088.000000 Penalty: 112337.296875
Iteration 238Q: 33 clusters Score -1.810791e+08 nChanged 1527
Entering ConstructFrom: 
Score: -181079088.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Entering Unmasked Estep 
Score: -3510423.000000 Penalty: 2528.646973
	Iteration 0F: 2 clusters Score -3510423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3491988.500000 Penalty: 5057.293945
	Iteration 0F: 3 clusters Score -3491988 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3498501.000000 Penalty: 5057.293945
	Iteration 1F: 3 clusters Score -3498501 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3499009.750000 Penalty: 5057.293945
	Iteration 2Q: 3 clusters Score -3499010 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3499701.750000 Penalty: 5057.293945
	Iteration 3Q: 3 clusters Score -3499702 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3500852.500000 Penalty: 5057.293945
	Iteration 4F: 3 clusters Score -3500852 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3502435.250000 Penalty: 5057.293945
	Iteration 5F: 3 clusters Score -3502435 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3504232.250000 Penalty: 5057.293945
	Iteration 6F: 3 clusters Score -3504232 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3506084.500000 Penalty: 5057.293945
	Iteration 7F: 3 clusters Score -3506084 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3507689.750000 Penalty: 5057.293945
	Iteration 8F: 3 clusters Score -3507690 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3508837.500000 Penalty: 5057.293945
	Iteration 9F: 3 clusters Score -3508838 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3509581.250000 Penalty: 5057.293945
	Iteration 10Q: 3 clusters Score -3509581 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3510110.000000 Penalty: 5057.293945
	Iteration 11Q: 3 clusters Score -3510110 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3510485.500000 Penalty: 5057.293945
	Iteration 12Q: 3 clusters Score -3510486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3510638.750000 Penalty: 5057.293945
	Iteration 13Q: 3 clusters Score -3510639 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3510699.250000 Penalty: 5057.293945
	Iteration 14Q: 3 clusters Score -3510699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3510735.000000 Penalty: 5057.293945
	Iteration 15Q: 3 clusters Score -3510735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3510761.750000 Penalty: 5057.293945
	Iteration 16Q: 3 clusters Score -3510762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3510776.250000 Penalty: 5057.293945
	Iteration 17Q: 3 clusters Score -3510776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3510784.250000 Penalty: 5057.293945
	Iteration 18Q: 3 clusters Score -3510784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3510796.750000 Penalty: 5057.293945
	Iteration 19Q: 3 clusters Score -3510797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3510814.500000 Penalty: 5057.293945
	Iteration 20F: 3 clusters Score -3510814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3510824.000000 Penalty: 5057.293945
	Iteration 21Q: 3 clusters Score -3510824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3510826.250000 Penalty: 5057.293945
	Iteration 22Q: 3 clusters Score -3510826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3510829.500000 Penalty: 5057.293945
	Iteration 23Q: 3 clusters Score -3510830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3510838.250000 Penalty: 5057.293945
	Iteration 24Q: 3 clusters Score -3510838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3510847.500000 Penalty: 5057.293945
	Iteration 25Q: 3 clusters Score -3510848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3510851.750000 Penalty: 5057.293945
	Iteration 26Q: 3 clusters Score -3510852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3510853.250000 Penalty: 5057.293945
	Iteration 27Q: 3 clusters Score -3510853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3510859.250000 Penalty: 5057.293945
	Iteration 28Q: 3 clusters Score -3510859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3510865.750000 Penalty: 5057.293945
	Iteration 29Q: 3 clusters Score -3510866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3510874.000000 Penalty: 5057.293945
	Iteration 30Q: 3 clusters Score -3510874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3510878.750000 Penalty: 5057.293945
	Iteration 31Q: 3 clusters Score -3510879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3510880.000000 Penalty: 5057.293945
	Iteration 32Q: 3 clusters Score -3510880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3510878.500000 Penalty: 5057.293945
	Iteration 33Q: 3 clusters Score -3510878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3510877.750000 Penalty: 5057.293945
	Iteration 34Q: 3 clusters Score -3510878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3510878.250000 Penalty: 5057.293945
	Iteration 35Q: 3 clusters Score -3510878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3510889.500000 Penalty: 5057.293945
	Iteration 36Q: 3 clusters Score -3510890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3510883.000000 Penalty: 5057.293945
	Iteration 37Q: 3 clusters Score -3510883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3510886.250000 Penalty: 5057.293945
	Iteration 38Q: 3 clusters Score -3510886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3510893.750000 Penalty: 5057.293945
	Iteration 39Q: 3 clusters Score -3510894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3510889.750000 Penalty: 5057.293945
	Iteration 40F: 3 clusters Score -3510890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3510891.750000 Penalty: 5057.293945
	Iteration 41Q: 3 clusters Score -3510892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3510896.250000 Penalty: 5057.293945
	Iteration 42Q: 3 clusters Score -3510896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3510895.250000 Penalty: 5057.293945
	Iteration 43Q: 3 clusters Score -3510895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3510892.750000 Penalty: 5057.293945
	Iteration 44Q: 3 clusters Score -3510893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3510890.500000 Penalty: 5057.293945
	Iteration 45Q: 3 clusters Score -3510890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3510892.000000 Penalty: 5057.293945
	Iteration 46Q: 3 clusters Score -3510892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3510897.500000 Penalty: 5057.293945
	Iteration 47Q: 3 clusters Score -3510898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3510896.000000 Penalty: 5057.293945
	Iteration 48Q: 3 clusters Score -3510896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3510895.250000 Penalty: 5057.293945
	Iteration 49Q: 3 clusters Score -3510895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3510900.500000 Penalty: 5057.293945
	Iteration 50Q: 3 clusters Score -3510900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3510902.500000 Penalty: 5057.293945
	Iteration 51Q: 3 clusters Score -3510902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3510901.250000 Penalty: 5057.293945
	Iteration 52Q: 3 clusters Score -3510901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3510898.000000 Penalty: 5057.293945
	Iteration 53Q: 3 clusters Score -3510898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3510899.000000 Penalty: 5057.293945
	Iteration 54Q: 3 clusters Score -3510899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3510900.750000 Penalty: 5057.293945
	Iteration 55Q: 3 clusters Score -3510901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3510901.750000 Penalty: 5057.293945
	Iteration 56Q: 3 clusters Score -3510902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3510901.750000 Penalty: 5057.293945
	Iteration 57F: 3 clusters Score -3510902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 101833 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 122555 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 172267 members 
Mstep: Class 16 contains 131722 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 214882 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 19213 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 141684 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115651 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4657 members 
Mstep: Class 33 contains 25121 members 
Entering Unmasked Estep 
Score: -181078720.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181079088.000000 to -181078720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Entering Unmasked Estep 
Score: -1802161.250000 Penalty: 2365.742676
	Iteration 0F: 2 clusters Score -1802161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1792019.625000 Penalty: 4731.485352
	Iteration 0F: 3 clusters Score -1792020 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1795205.875000 Penalty: 4731.485352
	Iteration 1F: 3 clusters Score -1795206 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1795573.375000 Penalty: 4731.485352
	Iteration 2F: 3 clusters Score -1795573 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1795933.000000 Penalty: 4731.485352
	Iteration 3Q: 3 clusters Score -1795933 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1796364.750000 Penalty: 4731.485352
	Iteration 4Q: 3 clusters Score -1796365 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1796873.750000 Penalty: 4731.485352
	Iteration 5F: 3 clusters Score -1796874 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1797396.375000 Penalty: 4731.485352
	Iteration 6F: 3 clusters Score -1797396 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1797819.500000 Penalty: 4731.485352
	Iteration 7Q: 3 clusters Score -1797820 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1798187.000000 Penalty: 4731.485352
	Iteration 8Q: 3 clusters Score -1798187 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1798565.625000 Penalty: 4731.485352
	Iteration 9Q: 3 clusters Score -1798566 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1798968.500000 Penalty: 4731.485352
	Iteration 10Q: 3 clusters Score -1798968 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1799357.000000 Penalty: 4731.485352
	Iteration 11Q: 3 clusters Score -1799357 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1799788.500000 Penalty: 4731.485352
	Iteration 12Q: 3 clusters Score -1799788 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1800248.625000 Penalty: 4731.485352
	Iteration 13Q: 3 clusters Score -1800249 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1800672.125000 Penalty: 4731.485352
	Iteration 14Q: 3 clusters Score -1800672 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1801025.750000 Penalty: 4731.485352
	Iteration 15Q: 3 clusters Score -1801026 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1801255.000000 Penalty: 4731.485352
	Iteration 16Q: 3 clusters Score -1801255 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1801399.500000 Penalty: 4731.485352
	Iteration 17Q: 3 clusters Score -1801400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1801509.250000 Penalty: 4731.485352
	Iteration 18Q: 3 clusters Score -1801509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1801583.500000 Penalty: 4731.485352
	Iteration 19Q: 3 clusters Score -1801584 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1801654.750000 Penalty: 4731.485352
	Iteration 20F: 3 clusters Score -1801655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1801735.875000 Penalty: 4731.485352
	Iteration 21Q: 3 clusters Score -1801736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1801815.750000 Penalty: 4731.485352
	Iteration 22Q: 3 clusters Score -1801816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1801902.125000 Penalty: 4731.485352
	Iteration 23Q: 3 clusters Score -1801902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1802001.500000 Penalty: 4731.485352
	Iteration 24Q: 3 clusters Score -1802002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1802167.375000 Penalty: 4731.485352
	Iteration 25Q: 3 clusters Score -1802167 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1802266.750000 Penalty: 4731.485352
	Iteration 26Q: 3 clusters Score -1802267 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1802319.500000 Penalty: 4731.485352
	Iteration 27Q: 3 clusters Score -1802320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1802334.875000 Penalty: 4731.485352
	Iteration 28Q: 3 clusters Score -1802335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1802341.625000 Penalty: 4731.485352
	Iteration 29Q: 3 clusters Score -1802342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1802344.625000 Penalty: 4731.485352
	Iteration 30Q: 3 clusters Score -1802345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1802347.375000 Penalty: 4731.485352
	Iteration 31Q: 3 clusters Score -1802347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1802348.375000 Penalty: 4731.485352
	Iteration 32Q: 3 clusters Score -1802348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1802348.125000 Penalty: 4731.485352
	Iteration 33Q: 3 clusters Score -1802348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1802347.875000 Penalty: 4731.485352
	Iteration 34Q: 3 clusters Score -1802348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1802346.625000 Penalty: 4731.485352
	Iteration 35Q: 3 clusters Score -1802347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1802351.000000 Penalty: 4731.485352
	Iteration 36Q: 3 clusters Score -1802351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1802352.875000 Penalty: 4731.485352
	Iteration 37Q: 3 clusters Score -1802353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1802351.750000 Penalty: 4731.485352
	Iteration 38Q: 3 clusters Score -1802352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1802353.125000 Penalty: 4731.485352
	Iteration 39Q: 3 clusters Score -1802353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1802351.875000 Penalty: 4731.485352
	Iteration 40F: 3 clusters Score -1802352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1802352.250000 Penalty: 4731.485352
	Iteration 41Q: 3 clusters Score -1802352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1802352.250000 Penalty: 4731.485352
	Iteration 42F: 3 clusters Score -1802352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 101833 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 122555 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 172267 members 
Mstep: Class 16 contains 131722 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 214882 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 19213 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 141684 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115651 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4657 members 
Mstep: Class 33 contains 9470 members 
Entering Unmasked Estep 
Score: -181077568.000000 Penalty: 115847.835938
Splitting cluster 2 changes total score from -181079088.000000 to -181077568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (18131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Entering Unmasked Estep 
Score: -2366769.250000 Penalty: 2431.733887
	Iteration 0F: 2 clusters Score -2366769 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 9124 members 
Entering Unmasked Estep 
Score: -2353772.250000 Penalty: 4863.467773
	Iteration 0F: 3 clusters Score -2353772 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2358170.000000 Penalty: 4863.467773
	Iteration 1F: 3 clusters Score -2358170 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2358890.750000 Penalty: 4863.467773
	Iteration 2F: 3 clusters Score -2358891 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2359922.250000 Penalty: 4863.467773
	Iteration 3F: 3 clusters Score -2359922 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2361408.250000 Penalty: 4863.467773
	Iteration 4F: 3 clusters Score -2361408 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2363129.000000 Penalty: 4863.467773
	Iteration 5F: 3 clusters Score -2363129 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2364605.000000 Penalty: 4863.467773
	Iteration 6F: 3 clusters Score -2364605 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2365462.750000 Penalty: 4863.467773
	Iteration 7F: 3 clusters Score -2365463 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2365795.250000 Penalty: 4863.467773
	Iteration 8Q: 3 clusters Score -2365795 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2365909.750000 Penalty: 4863.467773
	Iteration 9Q: 3 clusters Score -2365910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2365969.500000 Penalty: 4863.467773
	Iteration 10Q: 3 clusters Score -2365970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2365992.500000 Penalty: 4863.467773
	Iteration 11Q: 3 clusters Score -2365992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2366017.750000 Penalty: 4863.467773
	Iteration 12Q: 3 clusters Score -2366018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2366018.500000 Penalty: 4863.467773
	Iteration 13Q: 3 clusters Score -2366018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2366023.500000 Penalty: 4863.467773
	Iteration 14Q: 3 clusters Score -2366024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2366024.250000 Penalty: 4863.467773
	Iteration 15Q: 3 clusters Score -2366024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2366029.500000 Penalty: 4863.467773
	Iteration 16Q: 3 clusters Score -2366030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2366035.500000 Penalty: 4863.467773
	Iteration 17Q: 3 clusters Score -2366036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2366033.500000 Penalty: 4863.467773
	Iteration 18Q: 3 clusters Score -2366034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2366036.750000 Penalty: 4863.467773
	Iteration 19Q: 3 clusters Score -2366037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2366039.500000 Penalty: 4863.467773
	Iteration 20F: 3 clusters Score -2366040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2366039.750000 Penalty: 4863.467773
	Iteration 21Q: 3 clusters Score -2366040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2366036.250000 Penalty: 4863.467773
	Iteration 22Q: 3 clusters Score -2366036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2366037.250000 Penalty: 4863.467773
	Iteration 23Q: 3 clusters Score -2366037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2366041.750000 Penalty: 4863.467773
	Iteration 24Q: 3 clusters Score -2366042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2366042.250000 Penalty: 4863.467773
	Iteration 25Q: 3 clusters Score -2366042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2366044.500000 Penalty: 4863.467773
	Iteration 26Q: 3 clusters Score -2366044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2366040.250000 Penalty: 4863.467773
	Iteration 27Q: 3 clusters Score -2366040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2366046.000000 Penalty: 4863.467773
	Iteration 28Q: 3 clusters Score -2366046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2366046.500000 Penalty: 4863.467773
	Iteration 29Q: 3 clusters Score -2366046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2366050.000000 Penalty: 4863.467773
	Iteration 30Q: 3 clusters Score -2366050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2366050.250000 Penalty: 4863.467773
	Iteration 31Q: 3 clusters Score -2366050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2366049.250000 Penalty: 4863.467773
	Iteration 32Q: 3 clusters Score -2366049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2366049.750000 Penalty: 4863.467773
	Iteration 33Q: 3 clusters Score -2366050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2366049.500000 Penalty: 4863.467773
	Iteration 34Q: 3 clusters Score -2366050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 4863.467773
	Iteration 35Q: 3 clusters Score -2366048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 4863.467773
	Iteration 36Q: 3 clusters Score -2366048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2366045.500000 Penalty: 4863.467773
	Iteration 37Q: 3 clusters Score -2366046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2366050.500000 Penalty: 4863.467773
	Iteration 38Q: 3 clusters Score -2366050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2366048.000000 Penalty: 4863.467773
	Iteration 39Q: 3 clusters Score -2366048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2366046.500000 Penalty: 4863.467773
	Iteration 40F: 3 clusters Score -2366046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2366049.000000 Penalty: 4863.467773
	Iteration 41Q: 3 clusters Score -2366049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2366046.500000 Penalty: 4863.467773
	Iteration 42Q: 3 clusters Score -2366046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 4863.467773
	Iteration 43Q: 3 clusters Score -2366048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 4863.467773
	Iteration 44F: 3 clusters Score -2366048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Entering Unmasked Estep 
Score: -13397539.000000 Penalty: 2859.710205
	Iteration 0F: 2 clusters Score -1.339754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -13329667.000000 Penalty: 5719.420410
	Iteration 0F: 3 clusters Score -1.332967e+07 nChanged 48042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -13357688.000000 Penalty: 5719.420410
	Iteration 1F: 3 clusters Score -1.335769e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -13359975.000000 Penalty: 5719.420410
	Iteration 2F: 3 clusters Score -1.335998e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -13363732.000000 Penalty: 5719.420410
	Iteration 3F: 3 clusters Score -1.336373e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -13368911.000000 Penalty: 5719.420410
	Iteration 4F: 3 clusters Score -1.336891e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -13374463.000000 Penalty: 5719.420410
	Iteration 5F: 3 clusters Score -1.337446e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -13379280.000000 Penalty: 5719.420410
	Iteration 6F: 3 clusters Score -1.337928e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -13383262.000000 Penalty: 5719.420410
	Iteration 7F: 3 clusters Score -1.338326e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -13386467.000000 Penalty: 5719.420410
	Iteration 8Q: 3 clusters Score -1.338647e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -13389135.000000 Penalty: 5719.420410
	Iteration 9Q: 3 clusters Score -1.338914e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -13391092.000000 Penalty: 5719.420410
	Iteration 10Q: 3 clusters Score -1.339109e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -13392415.000000 Penalty: 5719.420410
	Iteration 11Q: 3 clusters Score -1.339242e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -13393240.000000 Penalty: 5719.420410
	Iteration 12Q: 3 clusters Score -1.339324e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -13393740.000000 Penalty: 5719.420410
	Iteration 13Q: 3 clusters Score -1.339374e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -13394037.000000 Penalty: 5719.420410
	Iteration 14Q: 3 clusters Score -1.339404e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13394249.000000 Penalty: 5719.420410
	Iteration 15Q: 3 clusters Score -1.339425e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -13394407.000000 Penalty: 5719.420410
	Iteration 16Q: 3 clusters Score -1.339441e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13394515.000000 Penalty: 5719.420410
	Iteration 17Q: 3 clusters Score -1.339452e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -13394614.000000 Penalty: 5719.420410
	Iteration 18Q: 3 clusters Score -1.339461e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -13394760.000000 Penalty: 5719.420410
	Iteration 19Q: 3 clusters Score -1.339476e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13394842.000000 Penalty: 5719.420410
	Iteration 20F: 3 clusters Score -1.339484e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13394892.000000 Penalty: 5719.420410
	Iteration 21Q: 3 clusters Score -1.339489e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13394936.000000 Penalty: 5719.420410
	Iteration 22Q: 3 clusters Score -1.339494e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13394951.000000 Penalty: 5719.420410
	Iteration 23Q: 3 clusters Score -1.339495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13394964.000000 Penalty: 5719.420410
	Iteration 24Q: 3 clusters Score -1.339496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13394978.000000 Penalty: 5719.420410
	Iteration 25Q: 3 clusters Score -1.339498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13395003.000000 Penalty: 5719.420410
	Iteration 26Q: 3 clusters Score -1.3395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100516 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13395044.000000 Penalty: 5719.420410
	Iteration 27Q: 3 clusters Score -1.339504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13395041.000000 Penalty: 5719.420410
	Iteration 28Q: 3 clusters Score -1.339504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13395024.000000 Penalty: 5719.420410
	Iteration 29Q: 3 clusters Score -1.339502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13395041.000000 Penalty: 5719.420410
	Iteration 30Q: 3 clusters Score -1.339504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13395047.000000 Penalty: 5719.420410
	Iteration 31Q: 3 clusters Score -1.339505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13395056.000000 Penalty: 5719.420410
	Iteration 32Q: 3 clusters Score -1.339506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13395057.000000 Penalty: 5719.420410
	Iteration 33Q: 3 clusters Score -1.339506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13395069.000000 Penalty: 5719.420410
	Iteration 34Q: 3 clusters Score -1.339507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13395083.000000 Penalty: 5719.420410
	Iteration 35Q: 3 clusters Score -1.339508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13395092.000000 Penalty: 5719.420410
	Iteration 36Q: 3 clusters Score -1.339509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13395092.000000 Penalty: 5719.420410
	Iteration 37Q: 3 clusters Score -1.339509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13395094.000000 Penalty: 5719.420410
	Iteration 38Q: 3 clusters Score -1.339509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13395102.000000 Penalty: 5719.420410
	Iteration 39Q: 3 clusters Score -1.33951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13395102.000000 Penalty: 5719.420410
	Iteration 40F: 3 clusters Score -1.33951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13395115.000000 Penalty: 5719.420410
	Iteration 41Q: 3 clusters Score -1.339512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13395112.000000 Penalty: 5719.420410
	Iteration 42Q: 3 clusters Score -1.339511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13395116.000000 Penalty: 5719.420410
	Iteration 43Q: 3 clusters Score -1.339512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13395115.000000 Penalty: 5719.420410
	Iteration 44Q: 3 clusters Score -1.339512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13395113.000000 Penalty: 5719.420410
	Iteration 45Q: 3 clusters Score -1.339511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13395118.000000 Penalty: 5719.420410
	Iteration 46Q: 3 clusters Score -1.339512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13395127.000000 Penalty: 5719.420410
	Iteration 47Q: 3 clusters Score -1.339513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13395122.000000 Penalty: 5719.420410
	Iteration 48Q: 3 clusters Score -1.339512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13395124.000000 Penalty: 5719.420410
	Iteration 49Q: 3 clusters Score -1.339512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13395130.000000 Penalty: 5719.420410
	Iteration 50Q: 3 clusters Score -1.339513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13395153.000000 Penalty: 5719.420410
	Iteration 51Q: 3 clusters Score -1.339515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13395149.000000 Penalty: 5719.420410
	Iteration 52Q: 3 clusters Score -1.339515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13395151.000000 Penalty: 5719.420410
	Iteration 53Q: 3 clusters Score -1.339515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13395148.000000 Penalty: 5719.420410
	Iteration 54Q: 3 clusters Score -1.339515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13395150.000000 Penalty: 5719.420410
	Iteration 55Q: 3 clusters Score -1.339515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13395148.000000 Penalty: 5719.420410
	Iteration 56Q: 3 clusters Score -1.339515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13395153.000000 Penalty: 5719.420410
	Iteration 57Q: 3 clusters Score -1.339515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13395153.000000 Penalty: 5719.420410
	Iteration 58F: 3 clusters Score -1.339515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100801.585938 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100801.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101043.632812 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -101043.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101133.320312 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101133.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101176.132812 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101223.492188 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101223.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101278.648438 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101312.484375 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101346.796875 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101346.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101412.625000 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101503.859375 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101503.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101638.406250 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101638.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101805.820312 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101885.945312 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101917.328125 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101932.320312 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101951.429688 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101975.359375 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -101975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101978.804688 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -101978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101980.179688 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -101980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101980.179688 Penalty: 3320.502686
	Iteration 19F: 3 clusters Score -101980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2093412.625000 Penalty: 2400.616943
	Iteration 0F: 2 clusters Score -2093413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2082040.750000 Penalty: 4801.233887
	Iteration 0F: 3 clusters Score -2082041 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2085786.250000 Penalty: 4801.233887
	Iteration 1F: 3 clusters Score -2085786 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2086415.625000 Penalty: 4801.233887
	Iteration 2F: 3 clusters Score -2086416 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2087126.125000 Penalty: 4801.233887
	Iteration 3F: 3 clusters Score -2087126 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2087804.375000 Penalty: 4801.233887
	Iteration 4F: 3 clusters Score -2087804 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2088457.000000 Penalty: 4801.233887
	Iteration 5F: 3 clusters Score -2088457 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2089097.500000 Penalty: 4801.233887
	Iteration 6F: 3 clusters Score -2089098 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2089652.875000 Penalty: 4801.233887
	Iteration 7F: 3 clusters Score -2089653 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2090054.375000 Penalty: 4801.233887
	Iteration 8Q: 3 clusters Score -2090054 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2090327.750000 Penalty: 4801.233887
	Iteration 9Q: 3 clusters Score -2090328 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2090501.625000 Penalty: 4801.233887
	Iteration 10Q: 3 clusters Score -2090502 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2090606.250000 Penalty: 4801.233887
	Iteration 11Q: 3 clusters Score -2090606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2090660.125000 Penalty: 4801.233887
	Iteration 12Q: 3 clusters Score -2090660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2090700.125000 Penalty: 4801.233887
	Iteration 13Q: 3 clusters Score -2090700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2090723.625000 Penalty: 4801.233887
	Iteration 14Q: 3 clusters Score -2090724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2090750.250000 Penalty: 4801.233887
	Iteration 15Q: 3 clusters Score -2090750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2090764.500000 Penalty: 4801.233887
	Iteration 16Q: 3 clusters Score -2090764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2090773.375000 Penalty: 4801.233887
	Iteration 17Q: 3 clusters Score -2090773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2090776.500000 Penalty: 4801.233887
	Iteration 18Q: 3 clusters Score -2090776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2090784.000000 Penalty: 4801.233887
	Iteration 19Q: 3 clusters Score -2090784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2090789.000000 Penalty: 4801.233887
	Iteration 20F: 3 clusters Score -2090789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2090796.625000 Penalty: 4801.233887
	Iteration 21Q: 3 clusters Score -2090797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2090798.750000 Penalty: 4801.233887
	Iteration 22Q: 3 clusters Score -2090799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2090800.000000 Penalty: 4801.233887
	Iteration 23Q: 3 clusters Score -2090800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2090807.750000 Penalty: 4801.233887
	Iteration 24Q: 3 clusters Score -2090808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2090807.750000 Penalty: 4801.233887
	Iteration 25Q: 3 clusters Score -2090808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2090814.000000 Penalty: 4801.233887
	Iteration 26Q: 3 clusters Score -2090814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2090816.625000 Penalty: 4801.233887
	Iteration 27Q: 3 clusters Score -2090817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2090821.375000 Penalty: 4801.233887
	Iteration 28Q: 3 clusters Score -2090821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2090826.125000 Penalty: 4801.233887
	Iteration 29Q: 3 clusters Score -2090826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2090833.000000 Penalty: 4801.233887
	Iteration 30Q: 3 clusters Score -2090833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2090836.625000 Penalty: 4801.233887
	Iteration 31Q: 3 clusters Score -2090837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2090845.500000 Penalty: 4801.233887
	Iteration 32Q: 3 clusters Score -2090846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2090852.125000 Penalty: 4801.233887
	Iteration 33Q: 3 clusters Score -2090852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2090853.500000 Penalty: 4801.233887
	Iteration 34Q: 3 clusters Score -2090854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2090853.875000 Penalty: 4801.233887
	Iteration 35Q: 3 clusters Score -2090854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2090855.250000 Penalty: 4801.233887
	Iteration 36Q: 3 clusters Score -2090855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2090858.875000 Penalty: 4801.233887
	Iteration 37Q: 3 clusters Score -2090859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2090860.625000 Penalty: 4801.233887
	Iteration 38Q: 3 clusters Score -2090861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2090859.375000 Penalty: 4801.233887
	Iteration 39Q: 3 clusters Score -2090859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2090863.125000 Penalty: 4801.233887
	Iteration 40F: 3 clusters Score -2090863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2090869.125000 Penalty: 4801.233887
	Iteration 41Q: 3 clusters Score -2090869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2090870.625000 Penalty: 4801.233887
	Iteration 42Q: 3 clusters Score -2090871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2090876.125000 Penalty: 4801.233887
	Iteration 43Q: 3 clusters Score -2090876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2090880.000000 Penalty: 4801.233887
	Iteration 44Q: 3 clusters Score -2090880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2090878.500000 Penalty: 4801.233887
	Iteration 45Q: 3 clusters Score -2090878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2090874.875000 Penalty: 4801.233887
	Iteration 46Q: 3 clusters Score -2090875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2090879.000000 Penalty: 4801.233887
	Iteration 47Q: 3 clusters Score -2090879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2090883.625000 Penalty: 4801.233887
	Iteration 48Q: 3 clusters Score -2090884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2090882.000000 Penalty: 4801.233887
	Iteration 49Q: 3 clusters Score -2090882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2090884.000000 Penalty: 4801.233887
	Iteration 50Q: 3 clusters Score -2090884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2090885.000000 Penalty: 4801.233887
	Iteration 51Q: 3 clusters Score -2090885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2090883.375000 Penalty: 4801.233887
	Iteration 52Q: 3 clusters Score -2090883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2090883.375000 Penalty: 4801.233887
	Iteration 53F: 3 clusters Score -2090883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (122555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Entering Unmasked Estep 
Score: -16505230.000000 Penalty: 2905.646240
	Iteration 0F: 2 clusters Score -1.650523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -16424205.000000 Penalty: 5811.292480
	Iteration 0F: 3 clusters Score -1.64242e+07 nChanged 58267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -16457086.000000 Penalty: 5811.292480
	Iteration 1F: 3 clusters Score -1.645709e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -16457740.000000 Penalty: 5811.292480
	Iteration 2Q: 3 clusters Score -1.645774e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -16458330.000000 Penalty: 5811.292480
	Iteration 3Q: 3 clusters Score -1.645833e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -16458920.000000 Penalty: 5811.292480
	Iteration 4Q: 3 clusters Score -1.645892e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -16459533.000000 Penalty: 5811.292480
	Iteration 5Q: 3 clusters Score -1.645953e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -16460238.000000 Penalty: 5811.292480
	Iteration 6Q: 3 clusters Score -1.646024e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -16461120.000000 Penalty: 5811.292480
	Iteration 7Q: 3 clusters Score -1.646112e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -16461963.000000 Penalty: 5811.292480
	Iteration 8Q: 3 clusters Score -1.646196e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -16463072.000000 Penalty: 5811.292480
	Iteration 9Q: 3 clusters Score -1.646307e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -16464395.000000 Penalty: 5811.292480
	Iteration 10Q: 3 clusters Score -1.64644e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -16465942.000000 Penalty: 5811.292480
	Iteration 11Q: 3 clusters Score -1.646594e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -16467975.000000 Penalty: 5811.292480
	Iteration 12Q: 3 clusters Score -1.646798e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -16470183.000000 Penalty: 5811.292480
	Iteration 13Q: 3 clusters Score -1.647018e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -16472750.000000 Penalty: 5811.292480
	Iteration 14Q: 3 clusters Score -1.647275e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -16475574.000000 Penalty: 5811.292480
	Iteration 15Q: 3 clusters Score -1.647557e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -16478366.000000 Penalty: 5811.292480
	Iteration 16Q: 3 clusters Score -1.647837e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -16481109.000000 Penalty: 5811.292480
	Iteration 17Q: 3 clusters Score -1.648111e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -16483280.000000 Penalty: 5811.292480
	Iteration 18Q: 3 clusters Score -1.648328e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -16484765.000000 Penalty: 5811.292480
	Iteration 19Q: 3 clusters Score -1.648476e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -16486111.000000 Penalty: 5811.292480
	Iteration 20F: 3 clusters Score -1.648611e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -16487089.000000 Penalty: 5811.292480
	Iteration 21Q: 3 clusters Score -1.648709e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -16488074.000000 Penalty: 5811.292480
	Iteration 22Q: 3 clusters Score -1.648807e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -16488913.000000 Penalty: 5811.292480
	Iteration 23Q: 3 clusters Score -1.648891e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -16489968.000000 Penalty: 5811.292480
	Iteration 24Q: 3 clusters Score -1.648997e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -16491088.000000 Penalty: 5811.292480
	Iteration 25Q: 3 clusters Score -1.649109e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -16492431.000000 Penalty: 5811.292480
	Iteration 26Q: 3 clusters Score -1.649243e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -16493839.000000 Penalty: 5811.292480
	Iteration 27Q: 3 clusters Score -1.649384e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -16495247.000000 Penalty: 5811.292480
	Iteration 28Q: 3 clusters Score -1.649525e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 114330 members 
Entering Unmasked Estep 
Score: -16496790.000000 Penalty: 5811.292480
	Iteration 29Q: 3 clusters Score -1.649679e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -16498344.000000 Penalty: 5811.292480
	Iteration 30Q: 3 clusters Score -1.649834e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -16499719.000000 Penalty: 5811.292480
	Iteration 31Q: 3 clusters Score -1.649972e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -16500737.000000 Penalty: 5811.292480
	Iteration 32Q: 3 clusters Score -1.650074e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -16501513.000000 Penalty: 5811.292480
	Iteration 33Q: 3 clusters Score -1.650151e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -16501986.000000 Penalty: 5811.292480
	Iteration 34Q: 3 clusters Score -1.650199e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 121649 members 
Entering Unmasked Estep 
Score: -16502294.000000 Penalty: 5811.292480
	Iteration 35Q: 3 clusters Score -1.650229e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -16502421.000000 Penalty: 5811.292480
	Iteration 36Q: 3 clusters Score -1.650242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -16502499.000000 Penalty: 5811.292480
	Iteration 37Q: 3 clusters Score -1.65025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -16502571.000000 Penalty: 5811.292480
	Iteration 38Q: 3 clusters Score -1.650257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 121999 members 
Entering Unmasked Estep 
Score: -16502596.000000 Penalty: 5811.292480
	Iteration 39Q: 3 clusters Score -1.65026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -16502613.000000 Penalty: 5811.292480
	Iteration 40F: 3 clusters Score -1.650261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -16502615.000000 Penalty: 5811.292480
	Iteration 41Q: 3 clusters Score -1.650262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -16502626.000000 Penalty: 5811.292480
	Iteration 42Q: 3 clusters Score -1.650263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 122044 members 
Entering Unmasked Estep 
Score: -16502633.000000 Penalty: 5811.292480
	Iteration 43Q: 3 clusters Score -1.650263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -16502654.000000 Penalty: 5811.292480
	Iteration 44Q: 3 clusters Score -1.650265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -16502658.000000 Penalty: 5811.292480
	Iteration 45Q: 3 clusters Score -1.650266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -16502668.000000 Penalty: 5811.292480
	Iteration 46Q: 3 clusters Score -1.650267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -16502659.000000 Penalty: 5811.292480
	Iteration 47Q: 3 clusters Score -1.650266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 122078 members 
Entering Unmasked Estep 
Score: -16502672.000000 Penalty: 5811.292480
	Iteration 48Q: 3 clusters Score -1.650267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -16502666.000000 Penalty: 5811.292480
	Iteration 49Q: 3 clusters Score -1.650267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -16502670.000000 Penalty: 5811.292480
	Iteration 50Q: 3 clusters Score -1.650267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -16502674.000000 Penalty: 5811.292480
	Iteration 51Q: 3 clusters Score -1.650267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -16502686.000000 Penalty: 5811.292480
	Iteration 52Q: 3 clusters Score -1.650269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -16502676.000000 Penalty: 5811.292480
	Iteration 53Q: 3 clusters Score -1.650268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -16502676.000000 Penalty: 5811.292480
	Iteration 54F: 3 clusters Score -1.650268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Entering Unmasked Estep 
Score: -689032.062500 Penalty: 2122.705078
	Iteration 0F: 2 clusters Score -689032.1 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 2530 members 
Entering Unmasked Estep 
Score: -684367.937500 Penalty: 4245.410156
	Iteration 0F: 3 clusters Score -684367.9 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -685555.000000 Penalty: 4245.410156
	Iteration 1F: 3 clusters Score -685555 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -685919.500000 Penalty: 4245.410156
	Iteration 2F: 3 clusters Score -685919.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -686181.062500 Penalty: 4245.410156
	Iteration 3F: 3 clusters Score -686181.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -686418.500000 Penalty: 4245.410156
	Iteration 4F: 3 clusters Score -686418.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -686642.937500 Penalty: 4245.410156
	Iteration 5F: 3 clusters Score -686642.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -686851.000000 Penalty: 4245.410156
	Iteration 6Q: 3 clusters Score -686851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -687045.562500 Penalty: 4245.410156
	Iteration 7Q: 3 clusters Score -687045.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -687251.250000 Penalty: 4245.410156
	Iteration 8Q: 3 clusters Score -687251.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -687473.812500 Penalty: 4245.410156
	Iteration 9Q: 3 clusters Score -687473.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -687732.750000 Penalty: 4245.410156
	Iteration 10Q: 3 clusters Score -687732.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -687969.625000 Penalty: 4245.410156
	Iteration 11Q: 3 clusters Score -687969.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -688130.375000 Penalty: 4245.410156
	Iteration 12Q: 3 clusters Score -688130.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -688202.250000 Penalty: 4245.410156
	Iteration 13Q: 3 clusters Score -688202.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -688239.375000 Penalty: 4245.410156
	Iteration 14Q: 3 clusters Score -688239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -688279.375000 Penalty: 4245.410156
	Iteration 15Q: 3 clusters Score -688279.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -688307.250000 Penalty: 4245.410156
	Iteration 16Q: 3 clusters Score -688307.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -688319.687500 Penalty: 4245.410156
	Iteration 17Q: 3 clusters Score -688319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -688324.187500 Penalty: 4245.410156
	Iteration 18Q: 3 clusters Score -688324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -688326.437500 Penalty: 4245.410156
	Iteration 19Q: 3 clusters Score -688326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -688327.062500 Penalty: 4245.410156
	Iteration 20F: 3 clusters Score -688327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -688329.562500 Penalty: 4245.410156
	Iteration 21Q: 3 clusters Score -688329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -688330.062500 Penalty: 4245.410156
	Iteration 22Q: 3 clusters Score -688330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -688330.062500 Penalty: 4245.410156
	Iteration 23F: 3 clusters Score -688330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Entering Unmasked Estep 
Score: -1834531.625000 Penalty: 2368.846436
	Iteration 0F: 2 clusters Score -1834532 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 7116 members 
Entering Unmasked Estep 
Score: -1824215.250000 Penalty: 4737.692871
	Iteration 0F: 3 clusters Score -1824215 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1827671.750000 Penalty: 4737.692871
	Iteration 1F: 3 clusters Score -1827672 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1828339.625000 Penalty: 4737.692871
	Iteration 2F: 3 clusters Score -1828340 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1829099.500000 Penalty: 4737.692871
	Iteration 3F: 3 clusters Score -1829100 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1829971.375000 Penalty: 4737.692871
	Iteration 4F: 3 clusters Score -1829971 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1830682.250000 Penalty: 4737.692871
	Iteration 5F: 3 clusters Score -1830682 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1831221.375000 Penalty: 4737.692871
	Iteration 6F: 3 clusters Score -1831221 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1831657.250000 Penalty: 4737.692871
	Iteration 7Q: 3 clusters Score -1831657 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1831941.000000 Penalty: 4737.692871
	Iteration 8Q: 3 clusters Score -1831941 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1832143.750000 Penalty: 4737.692871
	Iteration 9Q: 3 clusters Score -1832144 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1832316.000000 Penalty: 4737.692871
	Iteration 10Q: 3 clusters Score -1832316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1832481.625000 Penalty: 4737.692871
	Iteration 11Q: 3 clusters Score -1832482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1832662.875000 Penalty: 4737.692871
	Iteration 12Q: 3 clusters Score -1832663 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1832806.250000 Penalty: 4737.692871
	Iteration 13Q: 3 clusters Score -1832806 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1832924.250000 Penalty: 4737.692871
	Iteration 14Q: 3 clusters Score -1832924 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1833022.500000 Penalty: 4737.692871
	Iteration 15Q: 3 clusters Score -1833022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1833099.250000 Penalty: 4737.692871
	Iteration 16Q: 3 clusters Score -1833099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1833179.875000 Penalty: 4737.692871
	Iteration 17Q: 3 clusters Score -1833180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1833246.750000 Penalty: 4737.692871
	Iteration 18Q: 3 clusters Score -1833247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1833302.250000 Penalty: 4737.692871
	Iteration 19Q: 3 clusters Score -1833302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1833339.000000 Penalty: 4737.692871
	Iteration 20F: 3 clusters Score -1833339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1833372.000000 Penalty: 4737.692871
	Iteration 21Q: 3 clusters Score -1833372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1833400.750000 Penalty: 4737.692871
	Iteration 22Q: 3 clusters Score -1833401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1833429.125000 Penalty: 4737.692871
	Iteration 23Q: 3 clusters Score -1833429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1833452.000000 Penalty: 4737.692871
	Iteration 24Q: 3 clusters Score -1833452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1833469.500000 Penalty: 4737.692871
	Iteration 25Q: 3 clusters Score -1833470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1833480.500000 Penalty: 4737.692871
	Iteration 26Q: 3 clusters Score -1833480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1833492.000000 Penalty: 4737.692871
	Iteration 27Q: 3 clusters Score -1833492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1833503.500000 Penalty: 4737.692871
	Iteration 28Q: 3 clusters Score -1833504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1833512.250000 Penalty: 4737.692871
	Iteration 29Q: 3 clusters Score -1833512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1833519.125000 Penalty: 4737.692871
	Iteration 30Q: 3 clusters Score -1833519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1833526.000000 Penalty: 4737.692871
	Iteration 31Q: 3 clusters Score -1833526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1833533.875000 Penalty: 4737.692871
	Iteration 32Q: 3 clusters Score -1833534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1833532.000000 Penalty: 4737.692871
	Iteration 33Q: 3 clusters Score -1833532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1833540.625000 Penalty: 4737.692871
	Iteration 34Q: 3 clusters Score -1833541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1833544.875000 Penalty: 4737.692871
	Iteration 35Q: 3 clusters Score -1833545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1833544.250000 Penalty: 4737.692871
	Iteration 36Q: 3 clusters Score -1833544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1833545.625000 Penalty: 4737.692871
	Iteration 37Q: 3 clusters Score -1833546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1833546.625000 Penalty: 4737.692871
	Iteration 38Q: 3 clusters Score -1833547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1833546.750000 Penalty: 4737.692871
	Iteration 39Q: 3 clusters Score -1833547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1833548.125000 Penalty: 4737.692871
	Iteration 40F: 3 clusters Score -1833548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1833548.250000 Penalty: 4737.692871
	Iteration 41Q: 3 clusters Score -1833548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1833548.250000 Penalty: 4737.692871
	Iteration 42F: 3 clusters Score -1833548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -540718.375000 Penalty: 2055.431885
	Iteration 0F: 2 clusters Score -540718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -536844.750000 Penalty: 4110.863770
	Iteration 0F: 3 clusters Score -536844.8 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -537662.250000 Penalty: 4110.863770
	Iteration 1F: 3 clusters Score -537662.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -537835.812500 Penalty: 4110.863770
	Iteration 2F: 3 clusters Score -537835.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -537934.625000 Penalty: 4110.863770
	Iteration 3Q: 3 clusters Score -537934.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -537993.437500 Penalty: 4110.863770
	Iteration 4Q: 3 clusters Score -537993.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -538037.187500 Penalty: 4110.863770
	Iteration 5Q: 3 clusters Score -538037.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -538065.437500 Penalty: 4110.863770
	Iteration 6Q: 3 clusters Score -538065.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -538084.062500 Penalty: 4110.863770
	Iteration 7Q: 3 clusters Score -538084.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -538101.937500 Penalty: 4110.863770
	Iteration 8Q: 3 clusters Score -538101.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -538115.437500 Penalty: 4110.863770
	Iteration 9Q: 3 clusters Score -538115.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -538130.312500 Penalty: 4110.863770
	Iteration 10Q: 3 clusters Score -538130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -538142.250000 Penalty: 4110.863770
	Iteration 11Q: 3 clusters Score -538142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -538150.312500 Penalty: 4110.863770
	Iteration 12Q: 3 clusters Score -538150.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -538161.375000 Penalty: 4110.863770
	Iteration 13Q: 3 clusters Score -538161.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -538169.500000 Penalty: 4110.863770
	Iteration 14Q: 3 clusters Score -538169.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -538180.187500 Penalty: 4110.863770
	Iteration 15Q: 3 clusters Score -538180.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -538191.250000 Penalty: 4110.863770
	Iteration 16Q: 3 clusters Score -538191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -538199.312500 Penalty: 4110.863770
	Iteration 17Q: 3 clusters Score -538199.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -538206.375000 Penalty: 4110.863770
	Iteration 18Q: 3 clusters Score -538206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -538210.875000 Penalty: 4110.863770
	Iteration 19Q: 3 clusters Score -538210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -538216.812500 Penalty: 4110.863770
	Iteration 20F: 3 clusters Score -538216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -538222.250000 Penalty: 4110.863770
	Iteration 21Q: 3 clusters Score -538222.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -538230.625000 Penalty: 4110.863770
	Iteration 22Q: 3 clusters Score -538230.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -538239.062500 Penalty: 4110.863770
	Iteration 23Q: 3 clusters Score -538239.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -538246.187500 Penalty: 4110.863770
	Iteration 24Q: 3 clusters Score -538246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -538252.250000 Penalty: 4110.863770
	Iteration 25Q: 3 clusters Score -538252.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -538259.312500 Penalty: 4110.863770
	Iteration 26Q: 3 clusters Score -538259.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -538263.750000 Penalty: 4110.863770
	Iteration 27Q: 3 clusters Score -538263.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -538269.687500 Penalty: 4110.863770
	Iteration 28Q: 3 clusters Score -538269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -538272.062500 Penalty: 4110.863770
	Iteration 29Q: 3 clusters Score -538272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -538275.250000 Penalty: 4110.863770
	Iteration 30Q: 3 clusters Score -538275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -538277.187500 Penalty: 4110.863770
	Iteration 31Q: 3 clusters Score -538277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -538279.062500 Penalty: 4110.863770
	Iteration 32Q: 3 clusters Score -538279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -538280.312500 Penalty: 4110.863770
	Iteration 33Q: 3 clusters Score -538280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -538282.250000 Penalty: 4110.863770
	Iteration 34Q: 3 clusters Score -538282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -538284.000000 Penalty: 4110.863770
	Iteration 35Q: 3 clusters Score -538284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -538288.125000 Penalty: 4110.863770
	Iteration 36Q: 3 clusters Score -538288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -538292.375000 Penalty: 4110.863770
	Iteration 37Q: 3 clusters Score -538292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -538295.375000 Penalty: 4110.863770
	Iteration 38Q: 3 clusters Score -538295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -538299.812500 Penalty: 4110.863770
	Iteration 39Q: 3 clusters Score -538299.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -538306.375000 Penalty: 4110.863770
	Iteration 40F: 3 clusters Score -538306.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -538312.687500 Penalty: 4110.863770
	Iteration 41Q: 3 clusters Score -538312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -538319.750000 Penalty: 4110.863770
	Iteration 42Q: 3 clusters Score -538319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -538325.375000 Penalty: 4110.863770
	Iteration 43Q: 3 clusters Score -538325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -538329.187500 Penalty: 4110.863770
	Iteration 44Q: 3 clusters Score -538329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -538335.750000 Penalty: 4110.863770
	Iteration 45Q: 3 clusters Score -538335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -538339.687500 Penalty: 4110.863770
	Iteration 46Q: 3 clusters Score -538339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -538343.562500 Penalty: 4110.863770
	Iteration 47Q: 3 clusters Score -538343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -538348.437500 Penalty: 4110.863770
	Iteration 48Q: 3 clusters Score -538348.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -538354.500000 Penalty: 4110.863770
	Iteration 49Q: 3 clusters Score -538354.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -538361.000000 Penalty: 4110.863770
	Iteration 50Q: 3 clusters Score -538361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -538366.375000 Penalty: 4110.863770
	Iteration 51Q: 3 clusters Score -538366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -538369.375000 Penalty: 4110.863770
	Iteration 52Q: 3 clusters Score -538369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -538374.062500 Penalty: 4110.863770
	Iteration 53Q: 3 clusters Score -538374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -538375.812500 Penalty: 4110.863770
	Iteration 54Q: 3 clusters Score -538375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -538378.875000 Penalty: 4110.863770
	Iteration 55Q: 3 clusters Score -538378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -538381.187500 Penalty: 4110.863770
	Iteration 56Q: 3 clusters Score -538381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -538384.687500 Penalty: 4110.863770
	Iteration 57Q: 3 clusters Score -538384.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -538386.437500 Penalty: 4110.863770
	Iteration 58Q: 3 clusters Score -538386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -538389.437500 Penalty: 4110.863770
	Iteration 59Q: 3 clusters Score -538389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -538392.875000 Penalty: 4110.863770
	Iteration 60F: 3 clusters Score -538392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -538396.000000 Penalty: 4110.863770
	Iteration 61Q: 3 clusters Score -538396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -538398.625000 Penalty: 4110.863770
	Iteration 62Q: 3 clusters Score -538398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -538401.750000 Penalty: 4110.863770
	Iteration 63Q: 3 clusters Score -538401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -538408.125000 Penalty: 4110.863770
	Iteration 64Q: 3 clusters Score -538408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -538414.500000 Penalty: 4110.863770
	Iteration 65Q: 3 clusters Score -538414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -538417.812500 Penalty: 4110.863770
	Iteration 66Q: 3 clusters Score -538417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -538420.125000 Penalty: 4110.863770
	Iteration 67Q: 3 clusters Score -538420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -538421.562500 Penalty: 4110.863770
	Iteration 68Q: 3 clusters Score -538421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -538425.187500 Penalty: 4110.863770
	Iteration 69Q: 3 clusters Score -538425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -538430.062500 Penalty: 4110.863770
	Iteration 70Q: 3 clusters Score -538430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -538435.687500 Penalty: 4110.863770
	Iteration 71Q: 3 clusters Score -538435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -538441.437500 Penalty: 4110.863770
	Iteration 72Q: 3 clusters Score -538441.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -538449.750000 Penalty: 4110.863770
	Iteration 73Q: 3 clusters Score -538449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -538458.375000 Penalty: 4110.863770
	Iteration 74Q: 3 clusters Score -538458.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -538463.437500 Penalty: 4110.863770
	Iteration 75Q: 3 clusters Score -538463.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -538472.187500 Penalty: 4110.863770
	Iteration 76Q: 3 clusters Score -538472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -538479.062500 Penalty: 4110.863770
	Iteration 77Q: 3 clusters Score -538479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -538485.500000 Penalty: 4110.863770
	Iteration 78Q: 3 clusters Score -538485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -538496.875000 Penalty: 4110.863770
	Iteration 79Q: 3 clusters Score -538496.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -538510.187500 Penalty: 4110.863770
	Iteration 80F: 3 clusters Score -538510.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -538516.187500 Penalty: 4110.863770
	Iteration 81Q: 3 clusters Score -538516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -538523.062500 Penalty: 4110.863770
	Iteration 82Q: 3 clusters Score -538523.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -538531.000000 Penalty: 4110.863770
	Iteration 83Q: 3 clusters Score -538531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -538536.437500 Penalty: 4110.863770
	Iteration 84Q: 3 clusters Score -538536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -538544.375000 Penalty: 4110.863770
	Iteration 85Q: 3 clusters Score -538544.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -538553.187500 Penalty: 4110.863770
	Iteration 86Q: 3 clusters Score -538553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -538560.875000 Penalty: 4110.863770
	Iteration 87Q: 3 clusters Score -538560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -538570.750000 Penalty: 4110.863770
	Iteration 88Q: 3 clusters Score -538570.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -538579.562500 Penalty: 4110.863770
	Iteration 89Q: 3 clusters Score -538579.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -538590.625000 Penalty: 4110.863770
	Iteration 90Q: 3 clusters Score -538590.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -538602.500000 Penalty: 4110.863770
	Iteration 91Q: 3 clusters Score -538602.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -538613.000000 Penalty: 4110.863770
	Iteration 92Q: 3 clusters Score -538613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -538625.187500 Penalty: 4110.863770
	Iteration 93Q: 3 clusters Score -538625.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -538641.187500 Penalty: 4110.863770
	Iteration 94Q: 3 clusters Score -538641.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -538653.687500 Penalty: 4110.863770
	Iteration 95Q: 3 clusters Score -538653.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -538668.625000 Penalty: 4110.863770
	Iteration 96Q: 3 clusters Score -538668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -538671.687500 Penalty: 4110.863770
	Iteration 97Q: 3 clusters Score -538671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -538677.375000 Penalty: 4110.863770
	Iteration 98Q: 3 clusters Score -538677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -538686.062500 Penalty: 4110.863770
	Iteration 99Q: 3 clusters Score -538686.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -538693.750000 Penalty: 4110.863770
	Iteration 100F: 3 clusters Score -538693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -538699.187500 Penalty: 4110.863770
	Iteration 101Q: 3 clusters Score -538699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -538706.437500 Penalty: 4110.863770
	Iteration 102Q: 3 clusters Score -538706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -538711.500000 Penalty: 4110.863770
	Iteration 103Q: 3 clusters Score -538711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -538718.375000 Penalty: 4110.863770
	Iteration 104Q: 3 clusters Score -538718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -538723.562500 Penalty: 4110.863770
	Iteration 105Q: 3 clusters Score -538723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -538731.062500 Penalty: 4110.863770
	Iteration 106Q: 3 clusters Score -538731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -538737.437500 Penalty: 4110.863770
	Iteration 107Q: 3 clusters Score -538737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -538744.375000 Penalty: 4110.863770
	Iteration 108Q: 3 clusters Score -538744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -538752.562500 Penalty: 4110.863770
	Iteration 109Q: 3 clusters Score -538752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -538756.125000 Penalty: 4110.863770
	Iteration 110Q: 3 clusters Score -538756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -538762.375000 Penalty: 4110.863770
	Iteration 111Q: 3 clusters Score -538762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -538771.000000 Penalty: 4110.863770
	Iteration 112Q: 3 clusters Score -538771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -538782.187500 Penalty: 4110.863770
	Iteration 113Q: 3 clusters Score -538782.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -538793.062500 Penalty: 4110.863770
	Iteration 114Q: 3 clusters Score -538793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -538802.062500 Penalty: 4110.863770
	Iteration 115Q: 3 clusters Score -538802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -538810.562500 Penalty: 4110.863770
	Iteration 116Q: 3 clusters Score -538810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -538819.187500 Penalty: 4110.863770
	Iteration 117Q: 3 clusters Score -538819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -538831.000000 Penalty: 4110.863770
	Iteration 118Q: 3 clusters Score -538831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -538835.625000 Penalty: 4110.863770
	Iteration 119Q: 3 clusters Score -538835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -538838.437500 Penalty: 4110.863770
	Iteration 120F: 3 clusters Score -538838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -538841.312500 Penalty: 4110.863770
	Iteration 121Q: 3 clusters Score -538841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -538845.062500 Penalty: 4110.863770
	Iteration 122Q: 3 clusters Score -538845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -538847.062500 Penalty: 4110.863770
	Iteration 123Q: 3 clusters Score -538847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -538850.062500 Penalty: 4110.863770
	Iteration 124Q: 3 clusters Score -538850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -538851.750000 Penalty: 4110.863770
	Iteration 125Q: 3 clusters Score -538851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -538854.437500 Penalty: 4110.863770
	Iteration 126Q: 3 clusters Score -538854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -538864.375000 Penalty: 4110.863770
	Iteration 127Q: 3 clusters Score -538864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -538873.187500 Penalty: 4110.863770
	Iteration 128Q: 3 clusters Score -538873.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -538879.375000 Penalty: 4110.863770
	Iteration 129Q: 3 clusters Score -538879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -538884.312500 Penalty: 4110.863770
	Iteration 130Q: 3 clusters Score -538884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -538887.500000 Penalty: 4110.863770
	Iteration 131Q: 3 clusters Score -538887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -538890.250000 Penalty: 4110.863770
	Iteration 132Q: 3 clusters Score -538890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -538890.250000 Penalty: 4110.863770
	Iteration 133F: 3 clusters Score -538890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49846.582031 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49846.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49955.242188 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49955.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49982.617188 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49982.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49992.410156 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49992.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49999.691406 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49999.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50002.226562 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50002.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50002.226562 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -50002.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -1198738.125000 Penalty: 2259.299316
	Iteration 0F: 2 clusters Score -1198738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1191753.000000 Penalty: 4518.598633
	Iteration 0F: 3 clusters Score -1191753 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1193855.125000 Penalty: 4518.598633
	Iteration 1F: 3 clusters Score -1193855 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1194254.875000 Penalty: 4518.598633
	Iteration 2F: 3 clusters Score -1194255 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1194710.750000 Penalty: 4518.598633
	Iteration 3F: 3 clusters Score -1194711 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1195163.875000 Penalty: 4518.598633
	Iteration 4F: 3 clusters Score -1195164 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1195539.625000 Penalty: 4518.598633
	Iteration 5F: 3 clusters Score -1195540 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1195855.875000 Penalty: 4518.598633
	Iteration 6F: 3 clusters Score -1195856 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1196051.875000 Penalty: 4518.598633
	Iteration 7Q: 3 clusters Score -1196052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1196212.375000 Penalty: 4518.598633
	Iteration 8Q: 3 clusters Score -1196212 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1196329.250000 Penalty: 4518.598633
	Iteration 9Q: 3 clusters Score -1196329 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1196416.250000 Penalty: 4518.598633
	Iteration 10Q: 3 clusters Score -1196416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1196479.500000 Penalty: 4518.598633
	Iteration 11Q: 3 clusters Score -1196480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1196534.000000 Penalty: 4518.598633
	Iteration 12Q: 3 clusters Score -1196534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1196576.750000 Penalty: 4518.598633
	Iteration 13Q: 3 clusters Score -1196577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1196614.250000 Penalty: 4518.598633
	Iteration 14Q: 3 clusters Score -1196614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1196648.875000 Penalty: 4518.598633
	Iteration 15Q: 3 clusters Score -1196649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1196671.500000 Penalty: 4518.598633
	Iteration 16Q: 3 clusters Score -1196672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1196683.000000 Penalty: 4518.598633
	Iteration 17Q: 3 clusters Score -1196683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1196697.875000 Penalty: 4518.598633
	Iteration 18Q: 3 clusters Score -1196698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1196705.375000 Penalty: 4518.598633
	Iteration 19Q: 3 clusters Score -1196705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1196712.000000 Penalty: 4518.598633
	Iteration 20F: 3 clusters Score -1196712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1196713.000000 Penalty: 4518.598633
	Iteration 21Q: 3 clusters Score -1196713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1196715.000000 Penalty: 4518.598633
	Iteration 22Q: 3 clusters Score -1196715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1196717.500000 Penalty: 4518.598633
	Iteration 23Q: 3 clusters Score -1196718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1196722.750000 Penalty: 4518.598633
	Iteration 24Q: 3 clusters Score -1196723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1196723.000000 Penalty: 4518.598633
	Iteration 25Q: 3 clusters Score -1196723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1196722.500000 Penalty: 4518.598633
	Iteration 26Q: 3 clusters Score -1196722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1196725.250000 Penalty: 4518.598633
	Iteration 27Q: 3 clusters Score -1196725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1196726.875000 Penalty: 4518.598633
	Iteration 28Q: 3 clusters Score -1196727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1196727.125000 Penalty: 4518.598633
	Iteration 29Q: 3 clusters Score -1196727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1196727.250000 Penalty: 4518.598633
	Iteration 30Q: 3 clusters Score -1196727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1196728.000000 Penalty: 4518.598633
	Iteration 31Q: 3 clusters Score -1196728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1196730.000000 Penalty: 4518.598633
	Iteration 32Q: 3 clusters Score -1196730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1196728.000000 Penalty: 4518.598633
	Iteration 33Q: 3 clusters Score -1196728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1196728.500000 Penalty: 4518.598633
	Iteration 34Q: 3 clusters Score -1196728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1196728.000000 Penalty: 4518.598633
	Iteration 35Q: 3 clusters Score -1196728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1196727.125000 Penalty: 4518.598633
	Iteration 36Q: 3 clusters Score -1196727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1196727.750000 Penalty: 4518.598633
	Iteration 37Q: 3 clusters Score -1196728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1196729.500000 Penalty: 4518.598633
	Iteration 38Q: 3 clusters Score -1196730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1196732.125000 Penalty: 4518.598633
	Iteration 39Q: 3 clusters Score -1196732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1196733.250000 Penalty: 4518.598633
	Iteration 40F: 3 clusters Score -1196733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1196732.625000 Penalty: 4518.598633
	Iteration 41Q: 3 clusters Score -1196733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1196731.750000 Penalty: 4518.598633
	Iteration 42Q: 3 clusters Score -1196732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1196734.000000 Penalty: 4518.598633
	Iteration 43Q: 3 clusters Score -1196734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1196733.750000 Penalty: 4518.598633
	Iteration 44Q: 3 clusters Score -1196734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1196733.500000 Penalty: 4518.598633
	Iteration 45Q: 3 clusters Score -1196734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1196735.500000 Penalty: 4518.598633
	Iteration 46Q: 3 clusters Score -1196736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1196737.375000 Penalty: 4518.598633
	Iteration 47Q: 3 clusters Score -1196737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1196735.250000 Penalty: 4518.598633
	Iteration 48Q: 3 clusters Score -1196735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1196735.875000 Penalty: 4518.598633
	Iteration 49Q: 3 clusters Score -1196736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1196735.875000 Penalty: 4518.598633
	Iteration 50F: 3 clusters Score -1196736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -890748.375000 Penalty: 2200.759033
	Iteration 0F: 2 clusters Score -890748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -884903.812500 Penalty: 4401.518066
	Iteration 0F: 3 clusters Score -884903.8 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -886542.875000 Penalty: 4401.518066
	Iteration 1F: 3 clusters Score -886542.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -886944.125000 Penalty: 4401.518066
	Iteration 2F: 3 clusters Score -886944.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -887275.812500 Penalty: 4401.518066
	Iteration 3F: 3 clusters Score -887275.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -887530.375000 Penalty: 4401.518066
	Iteration 4F: 3 clusters Score -887530.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -887751.375000 Penalty: 4401.518066
	Iteration 5Q: 3 clusters Score -887751.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -887922.562500 Penalty: 4401.518066
	Iteration 6Q: 3 clusters Score -887922.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -888064.500000 Penalty: 4401.518066
	Iteration 7Q: 3 clusters Score -888064.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -888209.187500 Penalty: 4401.518066
	Iteration 8Q: 3 clusters Score -888209.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -888389.750000 Penalty: 4401.518066
	Iteration 9Q: 3 clusters Score -888389.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -888581.375000 Penalty: 4401.518066
	Iteration 10Q: 3 clusters Score -888581.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -888764.562500 Penalty: 4401.518066
	Iteration 11Q: 3 clusters Score -888764.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -888946.875000 Penalty: 4401.518066
	Iteration 12Q: 3 clusters Score -888946.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -889125.375000 Penalty: 4401.518066
	Iteration 13Q: 3 clusters Score -889125.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -889275.687500 Penalty: 4401.518066
	Iteration 14Q: 3 clusters Score -889275.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -889366.062500 Penalty: 4401.518066
	Iteration 15Q: 3 clusters Score -889366.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -889448.312500 Penalty: 4401.518066
	Iteration 16Q: 3 clusters Score -889448.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -889514.375000 Penalty: 4401.518066
	Iteration 17Q: 3 clusters Score -889514.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -889569.000000 Penalty: 4401.518066
	Iteration 18Q: 3 clusters Score -889569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -889625.062500 Penalty: 4401.518066
	Iteration 19Q: 3 clusters Score -889625.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -889669.562500 Penalty: 4401.518066
	Iteration 20F: 3 clusters Score -889669.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -889713.375000 Penalty: 4401.518066
	Iteration 21Q: 3 clusters Score -889713.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -889748.625000 Penalty: 4401.518066
	Iteration 22Q: 3 clusters Score -889748.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -889769.000000 Penalty: 4401.518066
	Iteration 23Q: 3 clusters Score -889769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -889790.062500 Penalty: 4401.518066
	Iteration 24Q: 3 clusters Score -889790.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -889800.500000 Penalty: 4401.518066
	Iteration 25Q: 3 clusters Score -889800.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -889810.437500 Penalty: 4401.518066
	Iteration 26Q: 3 clusters Score -889810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -889816.250000 Penalty: 4401.518066
	Iteration 27Q: 3 clusters Score -889816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -889825.500000 Penalty: 4401.518066
	Iteration 28Q: 3 clusters Score -889825.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -889837.000000 Penalty: 4401.518066
	Iteration 29Q: 3 clusters Score -889837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -889843.250000 Penalty: 4401.518066
	Iteration 30Q: 3 clusters Score -889843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -889848.812500 Penalty: 4401.518066
	Iteration 31Q: 3 clusters Score -889848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -889853.625000 Penalty: 4401.518066
	Iteration 32Q: 3 clusters Score -889853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -889856.500000 Penalty: 4401.518066
	Iteration 33Q: 3 clusters Score -889856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -889858.937500 Penalty: 4401.518066
	Iteration 34Q: 3 clusters Score -889858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -889859.375000 Penalty: 4401.518066
	Iteration 35Q: 3 clusters Score -889859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -889859.125000 Penalty: 4401.518066
	Iteration 36Q: 3 clusters Score -889859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -889859.125000 Penalty: 4401.518066
	Iteration 37F: 3 clusters Score -889859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Entering Unmasked Estep 
Score: -5450048.000000 Penalty: 2629.035645
	Iteration 0F: 2 clusters Score -5450048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5422851.500000 Penalty: 5258.071289
	Iteration 0F: 3 clusters Score -5422852 nChanged 18382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5432893.000000 Penalty: 5258.071289
	Iteration 1F: 3 clusters Score -5432893 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5433515.000000 Penalty: 5258.071289
	Iteration 2Q: 3 clusters Score -5433515 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -5434029.500000 Penalty: 5258.071289
	Iteration 3Q: 3 clusters Score -5434030 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5434573.000000 Penalty: 5258.071289
	Iteration 4Q: 3 clusters Score -5434573 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -5435252.000000 Penalty: 5258.071289
	Iteration 5Q: 3 clusters Score -5435252 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5435918.000000 Penalty: 5258.071289
	Iteration 6Q: 3 clusters Score -5435918 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5436717.500000 Penalty: 5258.071289
	Iteration 7Q: 3 clusters Score -5436718 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5437700.000000 Penalty: 5258.071289
	Iteration 8Q: 3 clusters Score -5437700 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -5438885.500000 Penalty: 5258.071289
	Iteration 9F: 3 clusters Score -5438886 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5440435.000000 Penalty: 5258.071289
	Iteration 10F: 3 clusters Score -5440435 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -5442034.000000 Penalty: 5258.071289
	Iteration 11F: 3 clusters Score -5442034 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5443345.000000 Penalty: 5258.071289
	Iteration 12Q: 3 clusters Score -5443345 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5444134.000000 Penalty: 5258.071289
	Iteration 13Q: 3 clusters Score -5444134 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5444625.000000 Penalty: 5258.071289
	Iteration 14Q: 3 clusters Score -5444625 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5444935.500000 Penalty: 5258.071289
	Iteration 15Q: 3 clusters Score -5444936 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5445155.000000 Penalty: 5258.071289
	Iteration 16Q: 3 clusters Score -5445155 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -5445311.500000 Penalty: 5258.071289
	Iteration 17Q: 3 clusters Score -5445312 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -5445443.000000 Penalty: 5258.071289
	Iteration 18Q: 3 clusters Score -5445443 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5445553.500000 Penalty: 5258.071289
	Iteration 19Q: 3 clusters Score -5445554 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -5445677.000000 Penalty: 5258.071289
	Iteration 20F: 3 clusters Score -5445677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -5445767.000000 Penalty: 5258.071289
	Iteration 21Q: 3 clusters Score -5445767 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5445868.500000 Penalty: 5258.071289
	Iteration 22Q: 3 clusters Score -5445868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5445945.500000 Penalty: 5258.071289
	Iteration 23Q: 3 clusters Score -5445946 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -5446004.500000 Penalty: 5258.071289
	Iteration 24Q: 3 clusters Score -5446004 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5446073.500000 Penalty: 5258.071289
	Iteration 25Q: 3 clusters Score -5446074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5446183.500000 Penalty: 5258.071289
	Iteration 26Q: 3 clusters Score -5446184 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -5446242.000000 Penalty: 5258.071289
	Iteration 27Q: 3 clusters Score -5446242 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5446315.000000 Penalty: 5258.071289
	Iteration 28Q: 3 clusters Score -5446315 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5446362.500000 Penalty: 5258.071289
	Iteration 29Q: 3 clusters Score -5446362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -5446425.500000 Penalty: 5258.071289
	Iteration 30Q: 3 clusters Score -5446426 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5446478.000000 Penalty: 5258.071289
	Iteration 31Q: 3 clusters Score -5446478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5446568.000000 Penalty: 5258.071289
	Iteration 32Q: 3 clusters Score -5446568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5446617.500000 Penalty: 5258.071289
	Iteration 33Q: 3 clusters Score -5446618 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5446665.500000 Penalty: 5258.071289
	Iteration 34Q: 3 clusters Score -5446666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5446726.000000 Penalty: 5258.071289
	Iteration 35Q: 3 clusters Score -5446726 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5446767.000000 Penalty: 5258.071289
	Iteration 36Q: 3 clusters Score -5446767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5446839.500000 Penalty: 5258.071289
	Iteration 37Q: 3 clusters Score -5446840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -5446905.500000 Penalty: 5258.071289
	Iteration 38Q: 3 clusters Score -5446906 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5447008.000000 Penalty: 5258.071289
	Iteration 39Q: 3 clusters Score -5447008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -5447053.500000 Penalty: 5258.071289
	Iteration 40F: 3 clusters Score -5447054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5447112.000000 Penalty: 5258.071289
	Iteration 41Q: 3 clusters Score -5447112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5447173.500000 Penalty: 5258.071289
	Iteration 42Q: 3 clusters Score -5447174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5447222.000000 Penalty: 5258.071289
	Iteration 43Q: 3 clusters Score -5447222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5447269.500000 Penalty: 5258.071289
	Iteration 44Q: 3 clusters Score -5447270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5447313.000000 Penalty: 5258.071289
	Iteration 45Q: 3 clusters Score -5447313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5447351.000000 Penalty: 5258.071289
	Iteration 46Q: 3 clusters Score -5447351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5447377.000000 Penalty: 5258.071289
	Iteration 47Q: 3 clusters Score -5447377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5447426.500000 Penalty: 5258.071289
	Iteration 48Q: 3 clusters Score -5447426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5447458.000000 Penalty: 5258.071289
	Iteration 49Q: 3 clusters Score -5447458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5447502.000000 Penalty: 5258.071289
	Iteration 50Q: 3 clusters Score -5447502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5447515.500000 Penalty: 5258.071289
	Iteration 51Q: 3 clusters Score -5447516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5447535.000000 Penalty: 5258.071289
	Iteration 52Q: 3 clusters Score -5447535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5447550.000000 Penalty: 5258.071289
	Iteration 53Q: 3 clusters Score -5447550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5447571.500000 Penalty: 5258.071289
	Iteration 54Q: 3 clusters Score -5447572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5447576.000000 Penalty: 5258.071289
	Iteration 55Q: 3 clusters Score -5447576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5447576.500000 Penalty: 5258.071289
	Iteration 56Q: 3 clusters Score -5447576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5447589.500000 Penalty: 5258.071289
	Iteration 57Q: 3 clusters Score -5447590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -5447589.000000 Penalty: 5258.071289
	Iteration 58Q: 3 clusters Score -5447589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5447597.000000 Penalty: 5258.071289
	Iteration 59Q: 3 clusters Score -5447597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -5447609.000000 Penalty: 5258.071289
	Iteration 60F: 3 clusters Score -5447609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5447625.000000 Penalty: 5258.071289
	Iteration 61Q: 3 clusters Score -5447625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5447630.500000 Penalty: 5258.071289
	Iteration 62Q: 3 clusters Score -5447630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -5447625.500000 Penalty: 5258.071289
	Iteration 63Q: 3 clusters Score -5447626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5447648.000000 Penalty: 5258.071289
	Iteration 64Q: 3 clusters Score -5447648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5447655.000000 Penalty: 5258.071289
	Iteration 65Q: 3 clusters Score -5447655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5447665.000000 Penalty: 5258.071289
	Iteration 66Q: 3 clusters Score -5447665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5447667.000000 Penalty: 5258.071289
	Iteration 67Q: 3 clusters Score -5447667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5447673.500000 Penalty: 5258.071289
	Iteration 68Q: 3 clusters Score -5447674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -5447672.500000 Penalty: 5258.071289
	Iteration 69Q: 3 clusters Score -5447672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5447682.500000 Penalty: 5258.071289
	Iteration 70Q: 3 clusters Score -5447682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5447692.000000 Penalty: 5258.071289
	Iteration 71Q: 3 clusters Score -5447692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5447694.000000 Penalty: 5258.071289
	Iteration 72Q: 3 clusters Score -5447694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5447705.500000 Penalty: 5258.071289
	Iteration 73Q: 3 clusters Score -5447706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5447718.500000 Penalty: 5258.071289
	Iteration 74Q: 3 clusters Score -5447718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -5447714.500000 Penalty: 5258.071289
	Iteration 75Q: 3 clusters Score -5447714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -5447719.000000 Penalty: 5258.071289
	Iteration 76Q: 3 clusters Score -5447719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5447722.500000 Penalty: 5258.071289
	Iteration 77Q: 3 clusters Score -5447722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5447727.500000 Penalty: 5258.071289
	Iteration 78Q: 3 clusters Score -5447728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5447731.500000 Penalty: 5258.071289
	Iteration 79Q: 3 clusters Score -5447732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5447734.000000 Penalty: 5258.071289
	Iteration 80F: 3 clusters Score -5447734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5447729.000000 Penalty: 5258.071289
	Iteration 81Q: 3 clusters Score -5447729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5447736.500000 Penalty: 5258.071289
	Iteration 82Q: 3 clusters Score -5447736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5447732.000000 Penalty: 5258.071289
	Iteration 83Q: 3 clusters Score -5447732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -5447742.000000 Penalty: 5258.071289
	Iteration 84Q: 3 clusters Score -5447742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5447740.500000 Penalty: 5258.071289
	Iteration 85Q: 3 clusters Score -5447740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5447736.000000 Penalty: 5258.071289
	Iteration 86Q: 3 clusters Score -5447736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5447733.500000 Penalty: 5258.071289
	Iteration 87Q: 3 clusters Score -5447734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -5447732.500000 Penalty: 5258.071289
	Iteration 88Q: 3 clusters Score -5447732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5447740.500000 Penalty: 5258.071289
	Iteration 89Q: 3 clusters Score -5447740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5447739.000000 Penalty: 5258.071289
	Iteration 90Q: 3 clusters Score -5447739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5447737.000000 Penalty: 5258.071289
	Iteration 91Q: 3 clusters Score -5447737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5447737.500000 Penalty: 5258.071289
	Iteration 92Q: 3 clusters Score -5447738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5447738.500000 Penalty: 5258.071289
	Iteration 93Q: 3 clusters Score -5447738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5447739.000000 Penalty: 5258.071289
	Iteration 94Q: 3 clusters Score -5447739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5447739.000000 Penalty: 5258.071289
	Iteration 95F: 3 clusters Score -5447739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (172267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172267 members 
Entering Unmasked Estep 
Score: -22948836.000000 Penalty: 2990.086670
	Iteration 0F: 2 clusters Score -2.294884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -22840772.000000 Penalty: 5980.173340
	Iteration 0F: 3 clusters Score -2.284077e+07 nChanged 82584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -22889382.000000 Penalty: 5980.173340
	Iteration 1F: 3 clusters Score -2.288938e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -22890672.000000 Penalty: 5980.173340
	Iteration 2Q: 3 clusters Score -2.289067e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -22892320.000000 Penalty: 5980.173340
	Iteration 3Q: 3 clusters Score -2.289232e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -22894808.000000 Penalty: 5980.173340
	Iteration 4Q: 3 clusters Score -2.289481e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -22898116.000000 Penalty: 5980.173340
	Iteration 5Q: 3 clusters Score -2.289812e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -22902628.000000 Penalty: 5980.173340
	Iteration 6F: 3 clusters Score -2.290263e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -22909752.000000 Penalty: 5980.173340
	Iteration 7F: 3 clusters Score -2.290975e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -22918786.000000 Penalty: 5980.173340
	Iteration 8F: 3 clusters Score -2.291879e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123442 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -22927500.000000 Penalty: 5980.173340
	Iteration 9F: 3 clusters Score -2.29275e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -22932592.000000 Penalty: 5980.173340
	Iteration 10Q: 3 clusters Score -2.293259e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -22935090.000000 Penalty: 5980.173340
	Iteration 11Q: 3 clusters Score -2.293509e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -22936472.000000 Penalty: 5980.173340
	Iteration 12Q: 3 clusters Score -2.293647e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -22937744.000000 Penalty: 5980.173340
	Iteration 13Q: 3 clusters Score -2.293774e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138862 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -22938492.000000 Penalty: 5980.173340
	Iteration 14Q: 3 clusters Score -2.293849e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141388 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -22939292.000000 Penalty: 5980.173340
	Iteration 15Q: 3 clusters Score -2.293929e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -22940034.000000 Penalty: 5980.173340
	Iteration 16Q: 3 clusters Score -2.294003e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -22940588.000000 Penalty: 5980.173340
	Iteration 17Q: 3 clusters Score -2.294059e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -22941256.000000 Penalty: 5980.173340
	Iteration 18Q: 3 clusters Score -2.294126e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -22941718.000000 Penalty: 5980.173340
	Iteration 19Q: 3 clusters Score -2.294172e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -22942000.000000 Penalty: 5980.173340
	Iteration 20F: 3 clusters Score -2.2942e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -22942114.000000 Penalty: 5980.173340
	Iteration 21Q: 3 clusters Score -2.294211e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -22942456.000000 Penalty: 5980.173340
	Iteration 22Q: 3 clusters Score -2.294246e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -22942668.000000 Penalty: 5980.173340
	Iteration 23Q: 3 clusters Score -2.294267e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -22942948.000000 Penalty: 5980.173340
	Iteration 24Q: 3 clusters Score -2.294295e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -22943278.000000 Penalty: 5980.173340
	Iteration 25Q: 3 clusters Score -2.294328e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160099 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -22943488.000000 Penalty: 5980.173340
	Iteration 26Q: 3 clusters Score -2.294349e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -22943640.000000 Penalty: 5980.173340
	Iteration 27Q: 3 clusters Score -2.294364e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -22943840.000000 Penalty: 5980.173340
	Iteration 28Q: 3 clusters Score -2.294384e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -22943990.000000 Penalty: 5980.173340
	Iteration 29Q: 3 clusters Score -2.294399e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -22944158.000000 Penalty: 5980.173340
	Iteration 30Q: 3 clusters Score -2.294416e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -22944366.000000 Penalty: 5980.173340
	Iteration 31Q: 3 clusters Score -2.294437e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -22944640.000000 Penalty: 5980.173340
	Iteration 32Q: 3 clusters Score -2.294464e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -22944866.000000 Penalty: 5980.173340
	Iteration 33Q: 3 clusters Score -2.294487e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -22944934.000000 Penalty: 5980.173340
	Iteration 34Q: 3 clusters Score -2.294493e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -22945056.000000 Penalty: 5980.173340
	Iteration 35Q: 3 clusters Score -2.294506e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -22945288.000000 Penalty: 5980.173340
	Iteration 36Q: 3 clusters Score -2.294529e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -22945362.000000 Penalty: 5980.173340
	Iteration 37Q: 3 clusters Score -2.294536e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -22945504.000000 Penalty: 5980.173340
	Iteration 38Q: 3 clusters Score -2.29455e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -22945614.000000 Penalty: 5980.173340
	Iteration 39Q: 3 clusters Score -2.294561e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -22945686.000000 Penalty: 5980.173340
	Iteration 40F: 3 clusters Score -2.294569e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -22945760.000000 Penalty: 5980.173340
	Iteration 41Q: 3 clusters Score -2.294576e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22945880.000000 Penalty: 5980.173340
	Iteration 42Q: 3 clusters Score -2.294588e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22945966.000000 Penalty: 5980.173340
	Iteration 43Q: 3 clusters Score -2.294597e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -22946028.000000 Penalty: 5980.173340
	Iteration 44Q: 3 clusters Score -2.294603e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22946128.000000 Penalty: 5980.173340
	Iteration 45Q: 3 clusters Score -2.294613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22946160.000000 Penalty: 5980.173340
	Iteration 46Q: 3 clusters Score -2.294616e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -22946176.000000 Penalty: 5980.173340
	Iteration 47Q: 3 clusters Score -2.294618e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22946220.000000 Penalty: 5980.173340
	Iteration 48Q: 3 clusters Score -2.294622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22946268.000000 Penalty: 5980.173340
	Iteration 49Q: 3 clusters Score -2.294627e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22946280.000000 Penalty: 5980.173340
	Iteration 50Q: 3 clusters Score -2.294628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -22946304.000000 Penalty: 5980.173340
	Iteration 51Q: 3 clusters Score -2.29463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22946266.000000 Penalty: 5980.173340
	Iteration 52Q: 3 clusters Score -2.294627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170030 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22946298.000000 Penalty: 5980.173340
	Iteration 53Q: 3 clusters Score -2.29463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170061 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22946312.000000 Penalty: 5980.173340
	Iteration 54Q: 3 clusters Score -2.294631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -22946336.000000 Penalty: 5980.173340
	Iteration 55Q: 3 clusters Score -2.294634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22946378.000000 Penalty: 5980.173340
	Iteration 56Q: 3 clusters Score -2.294638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22946370.000000 Penalty: 5980.173340
	Iteration 57Q: 3 clusters Score -2.294637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170169 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22946404.000000 Penalty: 5980.173340
	Iteration 58Q: 3 clusters Score -2.29464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -22946382.000000 Penalty: 5980.173340
	Iteration 59Q: 3 clusters Score -2.294638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22946410.000000 Penalty: 5980.173340
	Iteration 60F: 3 clusters Score -2.294641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22946396.000000 Penalty: 5980.173340
	Iteration 61Q: 3 clusters Score -2.29464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22946394.000000 Penalty: 5980.173340
	Iteration 62Q: 3 clusters Score -2.294639e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -22946430.000000 Penalty: 5980.173340
	Iteration 63Q: 3 clusters Score -2.294643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170274 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22946418.000000 Penalty: 5980.173340
	Iteration 64Q: 3 clusters Score -2.294642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -22946410.000000 Penalty: 5980.173340
	Iteration 65Q: 3 clusters Score -2.294641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170294 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22946426.000000 Penalty: 5980.173340
	Iteration 66Q: 3 clusters Score -2.294643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -22946442.000000 Penalty: 5980.173340
	Iteration 67Q: 3 clusters Score -2.294644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22946426.000000 Penalty: 5980.173340
	Iteration 68Q: 3 clusters Score -2.294643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -22946426.000000 Penalty: 5980.173340
	Iteration 69Q: 3 clusters Score -2.294643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22946424.000000 Penalty: 5980.173340
	Iteration 70Q: 3 clusters Score -2.294642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22946440.000000 Penalty: 5980.173340
	Iteration 71Q: 3 clusters Score -2.294644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22946440.000000 Penalty: 5980.173340
	Iteration 72Q: 3 clusters Score -2.294644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -22946430.000000 Penalty: 5980.173340
	Iteration 73Q: 3 clusters Score -2.294643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -22946444.000000 Penalty: 5980.173340
	Iteration 74Q: 3 clusters Score -2.294644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22946422.000000 Penalty: 5980.173340
	Iteration 75Q: 3 clusters Score -2.294642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22946442.000000 Penalty: 5980.173340
	Iteration 76Q: 3 clusters Score -2.294644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22946440.000000 Penalty: 5980.173340
	Iteration 77Q: 3 clusters Score -2.294644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22946454.000000 Penalty: 5980.173340
	Iteration 78Q: 3 clusters Score -2.294645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -22946446.000000 Penalty: 5980.173340
	Iteration 79Q: 3 clusters Score -2.294645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22946440.000000 Penalty: 5980.173340
	Iteration 80F: 3 clusters Score -2.294644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22946446.000000 Penalty: 5980.173340
	Iteration 81Q: 3 clusters Score -2.294645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22946446.000000 Penalty: 5980.173340
	Iteration 82Q: 3 clusters Score -2.294645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -22946466.000000 Penalty: 5980.173340
	Iteration 83Q: 3 clusters Score -2.294647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -22946460.000000 Penalty: 5980.173340
	Iteration 84Q: 3 clusters Score -2.294646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22946464.000000 Penalty: 5980.173340
	Iteration 85Q: 3 clusters Score -2.294646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22946462.000000 Penalty: 5980.173340
	Iteration 86Q: 3 clusters Score -2.294646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170363 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22946458.000000 Penalty: 5980.173340
	Iteration 87Q: 3 clusters Score -2.294646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22946460.000000 Penalty: 5980.173340
	Iteration 88Q: 3 clusters Score -2.294646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22946456.000000 Penalty: 5980.173340
	Iteration 89Q: 3 clusters Score -2.294646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22946456.000000 Penalty: 5980.173340
	Iteration 90F: 3 clusters Score -2.294646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Entering Unmasked Estep 
Score: -17223798.000000 Penalty: 2923.535400
	Iteration 0F: 2 clusters Score -1.72238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -17136050.000000 Penalty: 5847.070801
	Iteration 0F: 3 clusters Score -1.713605e+07 nChanged 62703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -17172340.000000 Penalty: 5847.070801
	Iteration 1F: 3 clusters Score -1.717234e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -17173476.000000 Penalty: 5847.070801
	Iteration 2Q: 3 clusters Score -1.717348e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -17175320.000000 Penalty: 5847.070801
	Iteration 3Q: 3 clusters Score -1.717532e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -17177706.000000 Penalty: 5847.070801
	Iteration 4Q: 3 clusters Score -1.717771e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -17181344.000000 Penalty: 5847.070801
	Iteration 5F: 3 clusters Score -1.718134e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -17185828.000000 Penalty: 5847.070801
	Iteration 6F: 3 clusters Score -1.718583e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -17190426.000000 Penalty: 5847.070801
	Iteration 7F: 3 clusters Score -1.719043e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -17194520.000000 Penalty: 5847.070801
	Iteration 8F: 3 clusters Score -1.719452e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -17197328.000000 Penalty: 5847.070801
	Iteration 9F: 3 clusters Score -1.719733e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -17198908.000000 Penalty: 5847.070801
	Iteration 10Q: 3 clusters Score -1.719891e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -17199922.000000 Penalty: 5847.070801
	Iteration 11Q: 3 clusters Score -1.719992e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -17200572.000000 Penalty: 5847.070801
	Iteration 12Q: 3 clusters Score -1.720057e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -17201056.000000 Penalty: 5847.070801
	Iteration 13Q: 3 clusters Score -1.720106e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -17201660.000000 Penalty: 5847.070801
	Iteration 14Q: 3 clusters Score -1.720166e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -17202272.000000 Penalty: 5847.070801
	Iteration 15Q: 3 clusters Score -1.720227e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -17202864.000000 Penalty: 5847.070801
	Iteration 16Q: 3 clusters Score -1.720286e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -17203594.000000 Penalty: 5847.070801
	Iteration 17Q: 3 clusters Score -1.720359e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -17204468.000000 Penalty: 5847.070801
	Iteration 18Q: 3 clusters Score -1.720447e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -17205846.000000 Penalty: 5847.070801
	Iteration 19Q: 3 clusters Score -1.720585e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -17207546.000000 Penalty: 5847.070801
	Iteration 20F: 3 clusters Score -1.720755e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -17209722.000000 Penalty: 5847.070801
	Iteration 21Q: 3 clusters Score -1.720972e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -17212404.000000 Penalty: 5847.070801
	Iteration 22Q: 3 clusters Score -1.72124e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 123737 members 
Entering Unmasked Estep 
Score: -17215218.000000 Penalty: 5847.070801
	Iteration 23Q: 3 clusters Score -1.721522e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -17217780.000000 Penalty: 5847.070801
	Iteration 24Q: 3 clusters Score -1.721778e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 128960 members 
Entering Unmasked Estep 
Score: -17219514.000000 Penalty: 5847.070801
	Iteration 25Q: 3 clusters Score -1.721951e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -17220298.000000 Penalty: 5847.070801
	Iteration 26Q: 3 clusters Score -1.72203e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -17220726.000000 Penalty: 5847.070801
	Iteration 27Q: 3 clusters Score -1.722073e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 130919 members 
Entering Unmasked Estep 
Score: -17220960.000000 Penalty: 5847.070801
	Iteration 28Q: 3 clusters Score -1.722096e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -17221116.000000 Penalty: 5847.070801
	Iteration 29Q: 3 clusters Score -1.722112e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -17221200.000000 Penalty: 5847.070801
	Iteration 30Q: 3 clusters Score -1.72212e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 131197 members 
Entering Unmasked Estep 
Score: -17221254.000000 Penalty: 5847.070801
	Iteration 31Q: 3 clusters Score -1.722125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -17221278.000000 Penalty: 5847.070801
	Iteration 32Q: 3 clusters Score -1.722128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 131240 members 
Entering Unmasked Estep 
Score: -17221282.000000 Penalty: 5847.070801
	Iteration 33Q: 3 clusters Score -1.722128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -17221300.000000 Penalty: 5847.070801
	Iteration 34Q: 3 clusters Score -1.72213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -17221312.000000 Penalty: 5847.070801
	Iteration 35Q: 3 clusters Score -1.722131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -17221330.000000 Penalty: 5847.070801
	Iteration 36Q: 3 clusters Score -1.722133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 131282 members 
Entering Unmasked Estep 
Score: -17221318.000000 Penalty: 5847.070801
	Iteration 37Q: 3 clusters Score -1.722132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 131284 members 
Entering Unmasked Estep 
Score: -17221330.000000 Penalty: 5847.070801
	Iteration 38Q: 3 clusters Score -1.722133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -17221338.000000 Penalty: 5847.070801
	Iteration 39Q: 3 clusters Score -1.722134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -17221344.000000 Penalty: 5847.070801
	Iteration 40F: 3 clusters Score -1.722134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -17221342.000000 Penalty: 5847.070801
	Iteration 41Q: 3 clusters Score -1.722134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -17221352.000000 Penalty: 5847.070801
	Iteration 42Q: 3 clusters Score -1.722135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -17221352.000000 Penalty: 5847.070801
	Iteration 43F: 3 clusters Score -1.722135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Entering Unmasked Estep 
Score: -3892494.250000 Penalty: 2545.313721
	Iteration 0F: 2 clusters Score -3892494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3872754.250000 Penalty: 5090.627441
	Iteration 0F: 3 clusters Score -3872754 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3879843.000000 Penalty: 5090.627441
	Iteration 1F: 3 clusters Score -3879843 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3880235.000000 Penalty: 5090.627441
	Iteration 2Q: 3 clusters Score -3880235 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3880606.750000 Penalty: 5090.627441
	Iteration 3Q: 3 clusters Score -3880607 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3880999.500000 Penalty: 5090.627441
	Iteration 4Q: 3 clusters Score -3881000 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3881449.000000 Penalty: 5090.627441
	Iteration 5Q: 3 clusters Score -3881449 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3882000.000000 Penalty: 5090.627441
	Iteration 6Q: 3 clusters Score -3882000 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3882748.250000 Penalty: 5090.627441
	Iteration 7Q: 3 clusters Score -3882748 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3883705.000000 Penalty: 5090.627441
	Iteration 8F: 3 clusters Score -3883705 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3884908.750000 Penalty: 5090.627441
	Iteration 9F: 3 clusters Score -3884909 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3886217.750000 Penalty: 5090.627441
	Iteration 10F: 3 clusters Score -3886218 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3887479.000000 Penalty: 5090.627441
	Iteration 11F: 3 clusters Score -3887479 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3888494.500000 Penalty: 5090.627441
	Iteration 12Q: 3 clusters Score -3888494 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3889195.000000 Penalty: 5090.627441
	Iteration 13Q: 3 clusters Score -3889195 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3889686.750000 Penalty: 5090.627441
	Iteration 14Q: 3 clusters Score -3889687 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3889955.250000 Penalty: 5090.627441
	Iteration 15Q: 3 clusters Score -3889955 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3890108.000000 Penalty: 5090.627441
	Iteration 16Q: 3 clusters Score -3890108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3890202.500000 Penalty: 5090.627441
	Iteration 17Q: 3 clusters Score -3890202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3890273.500000 Penalty: 5090.627441
	Iteration 18Q: 3 clusters Score -3890274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3890315.750000 Penalty: 5090.627441
	Iteration 19Q: 3 clusters Score -3890316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3890365.000000 Penalty: 5090.627441
	Iteration 20F: 3 clusters Score -3890365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3890409.500000 Penalty: 5090.627441
	Iteration 21Q: 3 clusters Score -3890410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3890440.750000 Penalty: 5090.627441
	Iteration 22Q: 3 clusters Score -3890441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3890450.750000 Penalty: 5090.627441
	Iteration 23Q: 3 clusters Score -3890451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3890459.000000 Penalty: 5090.627441
	Iteration 24Q: 3 clusters Score -3890459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3890471.000000 Penalty: 5090.627441
	Iteration 25Q: 3 clusters Score -3890471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3890483.000000 Penalty: 5090.627441
	Iteration 26Q: 3 clusters Score -3890483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3890491.250000 Penalty: 5090.627441
	Iteration 27Q: 3 clusters Score -3890491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3890497.750000 Penalty: 5090.627441
	Iteration 28Q: 3 clusters Score -3890498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3890501.000000 Penalty: 5090.627441
	Iteration 29Q: 3 clusters Score -3890501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3890500.750000 Penalty: 5090.627441
	Iteration 30Q: 3 clusters Score -3890501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3890501.750000 Penalty: 5090.627441
	Iteration 31Q: 3 clusters Score -3890502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3890512.500000 Penalty: 5090.627441
	Iteration 32Q: 3 clusters Score -3890512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3890520.000000 Penalty: 5090.627441
	Iteration 33Q: 3 clusters Score -3890520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3890530.750000 Penalty: 5090.627441
	Iteration 34Q: 3 clusters Score -3890531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3890533.000000 Penalty: 5090.627441
	Iteration 35Q: 3 clusters Score -3890533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3890543.000000 Penalty: 5090.627441
	Iteration 36Q: 3 clusters Score -3890543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3890553.000000 Penalty: 5090.627441
	Iteration 37Q: 3 clusters Score -3890553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3890555.750000 Penalty: 5090.627441
	Iteration 38Q: 3 clusters Score -3890556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3890558.750000 Penalty: 5090.627441
	Iteration 39Q: 3 clusters Score -3890559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3890560.750000 Penalty: 5090.627441
	Iteration 40F: 3 clusters Score -3890561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3890558.750000 Penalty: 5090.627441
	Iteration 41Q: 3 clusters Score -3890559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3890558.750000 Penalty: 5090.627441
	Iteration 42F: 3 clusters Score -3890559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (214882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214882 members 
Entering Unmasked Estep 
Score: -28745072.000000 Penalty: 3044.905518
	Iteration 0F: 2 clusters Score -2.874507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -28608520.000000 Penalty: 6089.811035
	Iteration 0F: 3 clusters Score -2.860852e+07 nChanged 103550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -28668750.000000 Penalty: 6089.811035
	Iteration 1F: 3 clusters Score -2.866875e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -28669946.000000 Penalty: 6089.811035
	Iteration 2Q: 3 clusters Score -2.866995e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 118529 members 
Entering Unmasked Estep 
Score: -28671278.000000 Penalty: 6089.811035
	Iteration 3Q: 3 clusters Score -2.867128e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 124942 members 
Entering Unmasked Estep 
Score: -28673806.000000 Penalty: 6089.811035
	Iteration 4Q: 3 clusters Score -2.867381e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 134745 members 
Entering Unmasked Estep 
Score: -28678092.000000 Penalty: 6089.811035
	Iteration 5Q: 3 clusters Score -2.867809e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 148877 members 
Entering Unmasked Estep 
Score: -28686580.000000 Penalty: 6089.811035
	Iteration 6F: 3 clusters Score -2.868658e+07 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -28701252.000000 Penalty: 6089.811035
	Iteration 7F: 3 clusters Score -2.870125e+07 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -28719332.000000 Penalty: 6089.811035
	Iteration 8F: 3 clusters Score -2.871933e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -28732882.000000 Penalty: 6089.811035
	Iteration 9F: 3 clusters Score -2.873288e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 211258 members 
Entering Unmasked Estep 
Score: -28738994.000000 Penalty: 6089.811035
	Iteration 10Q: 3 clusters Score -2.873899e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 213766 members 
Entering Unmasked Estep 
Score: -28741162.000000 Penalty: 6089.811035
	Iteration 11Q: 3 clusters Score -2.874116e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 214428 members 
Entering Unmasked Estep 
Score: -28741896.000000 Penalty: 6089.811035
	Iteration 12Q: 3 clusters Score -2.87419e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 214574 members 
Entering Unmasked Estep 
Score: -28742142.000000 Penalty: 6089.811035
	Iteration 13Q: 3 clusters Score -2.874214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214608 members 
Entering Unmasked Estep 
Score: -28742230.000000 Penalty: 6089.811035
	Iteration 14Q: 3 clusters Score -2.874223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 214625 members 
Entering Unmasked Estep 
Score: -28742280.000000 Penalty: 6089.811035
	Iteration 15Q: 3 clusters Score -2.874228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 214639 members 
Entering Unmasked Estep 
Score: -28742278.000000 Penalty: 6089.811035
	Iteration 16Q: 3 clusters Score -2.874228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214646 members 
Entering Unmasked Estep 
Score: -28742280.000000 Penalty: 6089.811035
	Iteration 17Q: 3 clusters Score -2.874228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214647 members 
Entering Unmasked Estep 
Score: -28742282.000000 Penalty: 6089.811035
	Iteration 18Q: 3 clusters Score -2.874228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214649 members 
Entering Unmasked Estep 
Score: -28742286.000000 Penalty: 6089.811035
	Iteration 19Q: 3 clusters Score -2.874229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214652 members 
Entering Unmasked Estep 
Score: -28742304.000000 Penalty: 6089.811035
	Iteration 20F: 3 clusters Score -2.87423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214653 members 
Entering Unmasked Estep 
Score: -28742318.000000 Penalty: 6089.811035
	Iteration 21Q: 3 clusters Score -2.874232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214653 members 
Entering Unmasked Estep 
Score: -28742322.000000 Penalty: 6089.811035
	Iteration 22Q: 3 clusters Score -2.874232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214654 members 
Entering Unmasked Estep 
Score: -28742314.000000 Penalty: 6089.811035
	Iteration 23Q: 3 clusters Score -2.874231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214654 members 
Entering Unmasked Estep 
Score: -28742314.000000 Penalty: 6089.811035
	Iteration 24F: 3 clusters Score -2.874231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Entering Unmasked Estep 
Score: -4943384.000000 Penalty: 2609.326904
	Iteration 0F: 2 clusters Score -4943384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4918066.500000 Penalty: 5218.653809
	Iteration 0F: 3 clusters Score -4918066 nChanged 16986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4927315.500000 Penalty: 5218.653809
	Iteration 1F: 3 clusters Score -4927316 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4927917.500000 Penalty: 5218.653809
	Iteration 2Q: 3 clusters Score -4927918 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4928719.000000 Penalty: 5218.653809
	Iteration 3Q: 3 clusters Score -4928719 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4929762.000000 Penalty: 5218.653809
	Iteration 4F: 3 clusters Score -4929762 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4931215.000000 Penalty: 5218.653809
	Iteration 5F: 3 clusters Score -4931215 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4933147.500000 Penalty: 5218.653809
	Iteration 6F: 3 clusters Score -4933148 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4935338.500000 Penalty: 5218.653809
	Iteration 7F: 3 clusters Score -4935338 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4937315.000000 Penalty: 5218.653809
	Iteration 8F: 3 clusters Score -4937315 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4938826.500000 Penalty: 5218.653809
	Iteration 9F: 3 clusters Score -4938826 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4939935.500000 Penalty: 5218.653809
	Iteration 10Q: 3 clusters Score -4939936 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4940684.500000 Penalty: 5218.653809
	Iteration 11Q: 3 clusters Score -4940684 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4941267.500000 Penalty: 5218.653809
	Iteration 12Q: 3 clusters Score -4941268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4941726.000000 Penalty: 5218.653809
	Iteration 13Q: 3 clusters Score -4941726 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4942100.500000 Penalty: 5218.653809
	Iteration 14Q: 3 clusters Score -4942100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4942416.000000 Penalty: 5218.653809
	Iteration 15Q: 3 clusters Score -4942416 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4942573.500000 Penalty: 5218.653809
	Iteration 16Q: 3 clusters Score -4942574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4942684.000000 Penalty: 5218.653809
	Iteration 17Q: 3 clusters Score -4942684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4942754.500000 Penalty: 5218.653809
	Iteration 18Q: 3 clusters Score -4942754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4942807.500000 Penalty: 5218.653809
	Iteration 19Q: 3 clusters Score -4942808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4942832.000000 Penalty: 5218.653809
	Iteration 20F: 3 clusters Score -4942832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4942849.000000 Penalty: 5218.653809
	Iteration 21Q: 3 clusters Score -4942849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4942846.500000 Penalty: 5218.653809
	Iteration 22Q: 3 clusters Score -4942846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4942859.500000 Penalty: 5218.653809
	Iteration 23Q: 3 clusters Score -4942860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4942874.000000 Penalty: 5218.653809
	Iteration 24Q: 3 clusters Score -4942874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4942876.000000 Penalty: 5218.653809
	Iteration 25Q: 3 clusters Score -4942876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4942876.500000 Penalty: 5218.653809
	Iteration 26Q: 3 clusters Score -4942876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4942877.000000 Penalty: 5218.653809
	Iteration 27Q: 3 clusters Score -4942877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4942876.000000 Penalty: 5218.653809
	Iteration 28Q: 3 clusters Score -4942876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4942873.000000 Penalty: 5218.653809
	Iteration 29Q: 3 clusters Score -4942873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4942872.000000 Penalty: 5218.653809
	Iteration 30Q: 3 clusters Score -4942872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4942873.500000 Penalty: 5218.653809
	Iteration 31Q: 3 clusters Score -4942874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4942873.500000 Penalty: 5218.653809
	Iteration 32F: 3 clusters Score -4942874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -865439.687500 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -865439.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -859576.250000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -859576.2 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -861398.375000 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -861398.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -861970.250000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -861970.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -862405.875000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -862405.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -862740.937500 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -862740.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -863016.875000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -863016.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -863255.125000 Penalty: 4408.959961
	Iteration 6Q: 3 clusters Score -863255.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -863431.187500 Penalty: 4408.959961
	Iteration 7Q: 3 clusters Score -863431.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -863550.187500 Penalty: 4408.959961
	Iteration 8Q: 3 clusters Score -863550.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -863635.312500 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -863635.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -863713.062500 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -863713.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -863772.437500 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -863772.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -863823.062500 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -863823.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -863854.375000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -863854.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -863881.875000 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -863881.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -863903.125000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -863903.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -863922.375000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -863922.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -863934.250000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -863934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -863945.000000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -863945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -863952.125000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -863952.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -863961.250000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -863961.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -863972.562500 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -863972.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -863986.250000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -863986.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -863998.250000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -863998.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -864006.812500 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -864006.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -864012.125000 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -864012.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -864019.250000 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -864019.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -864025.812500 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -864025.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -864028.562500 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -864028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -864032.000000 Penalty: 4408.959961
	Iteration 29Q: 3 clusters Score -864032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -864034.125000 Penalty: 4408.959961
	Iteration 30Q: 3 clusters Score -864034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -864041.250000 Penalty: 4408.959961
	Iteration 31Q: 3 clusters Score -864041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -864043.687500 Penalty: 4408.959961
	Iteration 32Q: 3 clusters Score -864043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -864048.625000 Penalty: 4408.959961
	Iteration 33Q: 3 clusters Score -864048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -864055.125000 Penalty: 4408.959961
	Iteration 34Q: 3 clusters Score -864055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -864059.937500 Penalty: 4408.959961
	Iteration 35Q: 3 clusters Score -864059.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -864064.250000 Penalty: 4408.959961
	Iteration 36Q: 3 clusters Score -864064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -864070.062500 Penalty: 4408.959961
	Iteration 37Q: 3 clusters Score -864070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -864071.500000 Penalty: 4408.959961
	Iteration 38Q: 3 clusters Score -864071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -864074.375000 Penalty: 4408.959961
	Iteration 39Q: 3 clusters Score -864074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -864073.312500 Penalty: 4408.959961
	Iteration 40F: 3 clusters Score -864073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -864074.625000 Penalty: 4408.959961
	Iteration 41Q: 3 clusters Score -864074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -864077.062500 Penalty: 4408.959961
	Iteration 42Q: 3 clusters Score -864077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -864077.125000 Penalty: 4408.959961
	Iteration 43Q: 3 clusters Score -864077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -864080.125000 Penalty: 4408.959961
	Iteration 44Q: 3 clusters Score -864080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -864080.437500 Penalty: 4408.959961
	Iteration 45Q: 3 clusters Score -864080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -864078.500000 Penalty: 4408.959961
	Iteration 46Q: 3 clusters Score -864078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -864079.812500 Penalty: 4408.959961
	Iteration 47Q: 3 clusters Score -864079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -864080.750000 Penalty: 4408.959961
	Iteration 48Q: 3 clusters Score -864080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -864081.750000 Penalty: 4408.959961
	Iteration 49Q: 3 clusters Score -864081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -864081.312500 Penalty: 4408.959961
	Iteration 50Q: 3 clusters Score -864081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -864082.437500 Penalty: 4408.959961
	Iteration 51Q: 3 clusters Score -864082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -864085.562500 Penalty: 4408.959961
	Iteration 52Q: 3 clusters Score -864085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -864087.187500 Penalty: 4408.959961
	Iteration 53Q: 3 clusters Score -864087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -864085.250000 Penalty: 4408.959961
	Iteration 54Q: 3 clusters Score -864085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -864084.687500 Penalty: 4408.959961
	Iteration 55Q: 3 clusters Score -864084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -864086.812500 Penalty: 4408.959961
	Iteration 56Q: 3 clusters Score -864086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -864085.687500 Penalty: 4408.959961
	Iteration 57Q: 3 clusters Score -864085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -864087.125000 Penalty: 4408.959961
	Iteration 58Q: 3 clusters Score -864087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -864085.875000 Penalty: 4408.959961
	Iteration 59Q: 3 clusters Score -864085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -864085.875000 Penalty: 4408.959961
	Iteration 60F: 3 clusters Score -864085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -697534.125000 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -697534.1 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 2626 members 
Entering Unmasked Estep 
Score: -692764.125000 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -692764.1 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -693950.625000 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -693950.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -694203.312500 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -694203.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -694416.437500 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -694416.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -694596.125000 Penalty: 4261.228516
	Iteration 4F: 3 clusters Score -694596.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -694741.812500 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -694741.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -694899.937500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -694899.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -695037.875000 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -695037.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -695177.250000 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -695177.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -695316.000000 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -695316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -695433.437500 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -695433.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -695541.000000 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -695541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -695614.812500 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -695614.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -695673.187500 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -695673.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -695717.000000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -695717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -695749.750000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -695749.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -695780.937500 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -695780.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -695806.437500 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -695806.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -695830.125000 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -695830.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -695843.375000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -695843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -695847.375000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -695847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -695852.312500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -695852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -695856.000000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -695856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -695859.375000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -695859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -695859.750000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -695859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -695860.375000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -695860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -695860.750000 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -695860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -695860.750000 Penalty: 4261.228516
	Iteration 27F: 3 clusters Score -695860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Entering Unmasked Estep 
Score: -15132239.000000 Penalty: 2889.415283
	Iteration 0F: 2 clusters Score -1.513224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -15056197.000000 Penalty: 5778.830566
	Iteration 0F: 3 clusters Score -1.50562e+07 nChanged 54314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -15088100.000000 Penalty: 5778.830566
	Iteration 1F: 3 clusters Score -1.50881e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -15090311.000000 Penalty: 5778.830566
	Iteration 2Q: 3 clusters Score -1.509031e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -15093385.000000 Penalty: 5778.830566
	Iteration 3F: 3 clusters Score -1.509338e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -15097562.000000 Penalty: 5778.830566
	Iteration 4F: 3 clusters Score -1.509756e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -15101839.000000 Penalty: 5778.830566
	Iteration 5F: 3 clusters Score -1.510184e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -15105172.000000 Penalty: 5778.830566
	Iteration 6F: 3 clusters Score -1.510517e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -15107589.000000 Penalty: 5778.830566
	Iteration 7F: 3 clusters Score -1.510759e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -15109075.000000 Penalty: 5778.830566
	Iteration 8Q: 3 clusters Score -1.510908e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -15110409.000000 Penalty: 5778.830566
	Iteration 9Q: 3 clusters Score -1.511041e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -15111995.000000 Penalty: 5778.830566
	Iteration 10Q: 3 clusters Score -1.5112e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -15113809.000000 Penalty: 5778.830566
	Iteration 11Q: 3 clusters Score -1.511381e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -15116127.000000 Penalty: 5778.830566
	Iteration 12Q: 3 clusters Score -1.511613e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -15118626.000000 Penalty: 5778.830566
	Iteration 13Q: 3 clusters Score -1.511863e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -15121080.000000 Penalty: 5778.830566
	Iteration 14Q: 3 clusters Score -1.512108e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -15123196.000000 Penalty: 5778.830566
	Iteration 15Q: 3 clusters Score -1.51232e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -15124662.000000 Penalty: 5778.830566
	Iteration 16Q: 3 clusters Score -1.512466e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -15125919.000000 Penalty: 5778.830566
	Iteration 17Q: 3 clusters Score -1.512592e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -15126854.000000 Penalty: 5778.830566
	Iteration 18Q: 3 clusters Score -1.512685e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -15127706.000000 Penalty: 5778.830566
	Iteration 19Q: 3 clusters Score -1.512771e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -15128380.000000 Penalty: 5778.830566
	Iteration 20F: 3 clusters Score -1.512838e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -15128852.000000 Penalty: 5778.830566
	Iteration 21Q: 3 clusters Score -1.512885e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -15129209.000000 Penalty: 5778.830566
	Iteration 22Q: 3 clusters Score -1.512921e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -15129394.000000 Penalty: 5778.830566
	Iteration 23Q: 3 clusters Score -1.512939e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -15129506.000000 Penalty: 5778.830566
	Iteration 24Q: 3 clusters Score -1.512951e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -15129606.000000 Penalty: 5778.830566
	Iteration 25Q: 3 clusters Score -1.512961e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -15129699.000000 Penalty: 5778.830566
	Iteration 26Q: 3 clusters Score -1.51297e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -15129740.000000 Penalty: 5778.830566
	Iteration 27Q: 3 clusters Score -1.512974e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -15129786.000000 Penalty: 5778.830566
	Iteration 28Q: 3 clusters Score -1.512979e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -15129779.000000 Penalty: 5778.830566
	Iteration 29Q: 3 clusters Score -1.512978e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -15129803.000000 Penalty: 5778.830566
	Iteration 30Q: 3 clusters Score -1.51298e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -15129864.000000 Penalty: 5778.830566
	Iteration 31Q: 3 clusters Score -1.512986e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -15129873.000000 Penalty: 5778.830566
	Iteration 32Q: 3 clusters Score -1.512987e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -15129852.000000 Penalty: 5778.830566
	Iteration 33Q: 3 clusters Score -1.512985e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -15129851.000000 Penalty: 5778.830566
	Iteration 34Q: 3 clusters Score -1.512985e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -15129855.000000 Penalty: 5778.830566
	Iteration 35Q: 3 clusters Score -1.512986e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -15129861.000000 Penalty: 5778.830566
	Iteration 36Q: 3 clusters Score -1.512986e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -15129828.000000 Penalty: 5778.830566
	Iteration 37Q: 3 clusters Score -1.512983e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -15129833.000000 Penalty: 5778.830566
	Iteration 38Q: 3 clusters Score -1.512983e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -15129854.000000 Penalty: 5778.830566
	Iteration 39Q: 3 clusters Score -1.512985e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -15129854.000000 Penalty: 5778.830566
	Iteration 40F: 3 clusters Score -1.512985e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -15129853.000000 Penalty: 5778.830566
	Iteration 41Q: 3 clusters Score -1.512985e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -15129843.000000 Penalty: 5778.830566
	Iteration 42Q: 3 clusters Score -1.512984e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -15129861.000000 Penalty: 5778.830566
	Iteration 43Q: 3 clusters Score -1.512986e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -15129881.000000 Penalty: 5778.830566
	Iteration 44Q: 3 clusters Score -1.512988e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -15129891.000000 Penalty: 5778.830566
	Iteration 45Q: 3 clusters Score -1.512989e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -15129927.000000 Penalty: 5778.830566
	Iteration 46Q: 3 clusters Score -1.512993e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -15129887.000000 Penalty: 5778.830566
	Iteration 47Q: 3 clusters Score -1.512989e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -15129889.000000 Penalty: 5778.830566
	Iteration 48Q: 3 clusters Score -1.512989e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -15129924.000000 Penalty: 5778.830566
	Iteration 49Q: 3 clusters Score -1.512992e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -15129928.000000 Penalty: 5778.830566
	Iteration 50Q: 3 clusters Score -1.512993e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -15129930.000000 Penalty: 5778.830566
	Iteration 51Q: 3 clusters Score -1.512993e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -15129939.000000 Penalty: 5778.830566
	Iteration 52Q: 3 clusters Score -1.512994e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -15129950.000000 Penalty: 5778.830566
	Iteration 53Q: 3 clusters Score -1.512995e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -15129945.000000 Penalty: 5778.830566
	Iteration 54Q: 3 clusters Score -1.512994e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -15129950.000000 Penalty: 5778.830566
	Iteration 55Q: 3 clusters Score -1.512995e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -15129956.000000 Penalty: 5778.830566
	Iteration 56Q: 3 clusters Score -1.512996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -15129943.000000 Penalty: 5778.830566
	Iteration 57Q: 3 clusters Score -1.512994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -15129972.000000 Penalty: 5778.830566
	Iteration 58Q: 3 clusters Score -1.512997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -15129982.000000 Penalty: 5778.830566
	Iteration 59Q: 3 clusters Score -1.512998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -15129973.000000 Penalty: 5778.830566
	Iteration 60F: 3 clusters Score -1.512997e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -15129982.000000 Penalty: 5778.830566
	Iteration 61Q: 3 clusters Score -1.512998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -15129988.000000 Penalty: 5778.830566
	Iteration 62Q: 3 clusters Score -1.512999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -15129980.000000 Penalty: 5778.830566
	Iteration 63Q: 3 clusters Score -1.512998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -15129982.000000 Penalty: 5778.830566
	Iteration 64Q: 3 clusters Score -1.512998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -15129989.000000 Penalty: 5778.830566
	Iteration 65Q: 3 clusters Score -1.512999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -15129968.000000 Penalty: 5778.830566
	Iteration 66Q: 3 clusters Score -1.512997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -15129999.000000 Penalty: 5778.830566
	Iteration 67Q: 3 clusters Score -1.513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -15129985.000000 Penalty: 5778.830566
	Iteration 68Q: 3 clusters Score -1.512998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -15129993.000000 Penalty: 5778.830566
	Iteration 69Q: 3 clusters Score -1.512999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -15129999.000000 Penalty: 5778.830566
	Iteration 70Q: 3 clusters Score -1.513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -15129977.000000 Penalty: 5778.830566
	Iteration 71Q: 3 clusters Score -1.512998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -15129988.000000 Penalty: 5778.830566
	Iteration 72Q: 3 clusters Score -1.512999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -15129993.000000 Penalty: 5778.830566
	Iteration 73Q: 3 clusters Score -1.512999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -15130007.000000 Penalty: 5778.830566
	Iteration 74Q: 3 clusters Score -1.513001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -15130005.000000 Penalty: 5778.830566
	Iteration 75Q: 3 clusters Score -1.513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -15130001.000000 Penalty: 5778.830566
	Iteration 76Q: 3 clusters Score -1.513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -15130008.000000 Penalty: 5778.830566
	Iteration 77Q: 3 clusters Score -1.513001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -15130009.000000 Penalty: 5778.830566
	Iteration 78Q: 3 clusters Score -1.513001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -15130000.000000 Penalty: 5778.830566
	Iteration 79Q: 3 clusters Score -1.513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -15130004.000000 Penalty: 5778.830566
	Iteration 80F: 3 clusters Score -1.513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -15130002.000000 Penalty: 5778.830566
	Iteration 81Q: 3 clusters Score -1.513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -15130006.000000 Penalty: 5778.830566
	Iteration 82Q: 3 clusters Score -1.513001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -15130008.000000 Penalty: 5778.830566
	Iteration 83Q: 3 clusters Score -1.513001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -15130023.000000 Penalty: 5778.830566
	Iteration 84Q: 3 clusters Score -1.513002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -15130014.000000 Penalty: 5778.830566
	Iteration 85Q: 3 clusters Score -1.513001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -15130026.000000 Penalty: 5778.830566
	Iteration 86Q: 3 clusters Score -1.513003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -15130026.000000 Penalty: 5778.830566
	Iteration 87Q: 3 clusters Score -1.513003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -15130025.000000 Penalty: 5778.830566
	Iteration 88Q: 3 clusters Score -1.513002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -15130030.000000 Penalty: 5778.830566
	Iteration 89Q: 3 clusters Score -1.513003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -15130020.000000 Penalty: 5778.830566
	Iteration 90Q: 3 clusters Score -1.513002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -15130020.000000 Penalty: 5778.830566
	Iteration 91F: 3 clusters Score -1.513002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Entering Unmasked Estep 
Score: -2334625.250000 Penalty: 2446.108887
	Iteration 0F: 2 clusters Score -2334625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2321082.750000 Penalty: 4892.217773
	Iteration 0F: 3 clusters Score -2321083 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2325756.250000 Penalty: 4892.217773
	Iteration 1F: 3 clusters Score -2325756 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2326467.000000 Penalty: 4892.217773
	Iteration 2F: 3 clusters Score -2326467 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2327180.000000 Penalty: 4892.217773
	Iteration 3F: 3 clusters Score -2327180 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2327873.250000 Penalty: 4892.217773
	Iteration 4F: 3 clusters Score -2327873 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2328474.500000 Penalty: 4892.217773
	Iteration 5F: 3 clusters Score -2328474 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2328992.000000 Penalty: 4892.217773
	Iteration 6F: 3 clusters Score -2328992 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2329463.250000 Penalty: 4892.217773
	Iteration 7Q: 3 clusters Score -2329463 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2329875.750000 Penalty: 4892.217773
	Iteration 8Q: 3 clusters Score -2329876 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2330185.000000 Penalty: 4892.217773
	Iteration 9Q: 3 clusters Score -2330185 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2330450.000000 Penalty: 4892.217773
	Iteration 10Q: 3 clusters Score -2330450 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2330656.250000 Penalty: 4892.217773
	Iteration 11Q: 3 clusters Score -2330656 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2330853.000000 Penalty: 4892.217773
	Iteration 12Q: 3 clusters Score -2330853 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2331036.500000 Penalty: 4892.217773
	Iteration 13Q: 3 clusters Score -2331036 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2331207.750000 Penalty: 4892.217773
	Iteration 14Q: 3 clusters Score -2331208 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2331363.750000 Penalty: 4892.217773
	Iteration 15Q: 3 clusters Score -2331364 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2331518.500000 Penalty: 4892.217773
	Iteration 16Q: 3 clusters Score -2331518 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2331679.750000 Penalty: 4892.217773
	Iteration 17Q: 3 clusters Score -2331680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2331841.500000 Penalty: 4892.217773
	Iteration 18Q: 3 clusters Score -2331842 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2332046.250000 Penalty: 4892.217773
	Iteration 19Q: 3 clusters Score -2332046 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2332264.500000 Penalty: 4892.217773
	Iteration 20F: 3 clusters Score -2332264 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2332459.250000 Penalty: 4892.217773
	Iteration 21Q: 3 clusters Score -2332459 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2332629.250000 Penalty: 4892.217773
	Iteration 22Q: 3 clusters Score -2332629 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2332756.750000 Penalty: 4892.217773
	Iteration 23Q: 3 clusters Score -2332757 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2332827.000000 Penalty: 4892.217773
	Iteration 24Q: 3 clusters Score -2332827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2332882.500000 Penalty: 4892.217773
	Iteration 25Q: 3 clusters Score -2332882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2332937.750000 Penalty: 4892.217773
	Iteration 26Q: 3 clusters Score -2332938 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2332971.250000 Penalty: 4892.217773
	Iteration 27Q: 3 clusters Score -2332971 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2332999.750000 Penalty: 4892.217773
	Iteration 28Q: 3 clusters Score -2333000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2333027.750000 Penalty: 4892.217773
	Iteration 29Q: 3 clusters Score -2333028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2333037.250000 Penalty: 4892.217773
	Iteration 30Q: 3 clusters Score -2333037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2333057.000000 Penalty: 4892.217773
	Iteration 31Q: 3 clusters Score -2333057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2333070.750000 Penalty: 4892.217773
	Iteration 32Q: 3 clusters Score -2333071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2333091.000000 Penalty: 4892.217773
	Iteration 33Q: 3 clusters Score -2333091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2333102.000000 Penalty: 4892.217773
	Iteration 34Q: 3 clusters Score -2333102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2333117.750000 Penalty: 4892.217773
	Iteration 35Q: 3 clusters Score -2333118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2333130.000000 Penalty: 4892.217773
	Iteration 36Q: 3 clusters Score -2333130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2333139.000000 Penalty: 4892.217773
	Iteration 37Q: 3 clusters Score -2333139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2333147.750000 Penalty: 4892.217773
	Iteration 38Q: 3 clusters Score -2333148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2333157.000000 Penalty: 4892.217773
	Iteration 39Q: 3 clusters Score -2333157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2333155.000000 Penalty: 4892.217773
	Iteration 40F: 3 clusters Score -2333155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2333155.750000 Penalty: 4892.217773
	Iteration 41Q: 3 clusters Score -2333156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2333158.000000 Penalty: 4892.217773
	Iteration 42Q: 3 clusters Score -2333158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2333166.750000 Penalty: 4892.217773
	Iteration 43Q: 3 clusters Score -2333167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2333176.250000 Penalty: 4892.217773
	Iteration 44Q: 3 clusters Score -2333176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2333184.250000 Penalty: 4892.217773
	Iteration 45Q: 3 clusters Score -2333184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2333188.250000 Penalty: 4892.217773
	Iteration 46Q: 3 clusters Score -2333188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2333188.750000 Penalty: 4892.217773
	Iteration 47Q: 3 clusters Score -2333189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2333193.000000 Penalty: 4892.217773
	Iteration 48Q: 3 clusters Score -2333193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2333195.000000 Penalty: 4892.217773
	Iteration 49Q: 3 clusters Score -2333195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2333197.750000 Penalty: 4892.217773
	Iteration 50Q: 3 clusters Score -2333198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2333196.250000 Penalty: 4892.217773
	Iteration 51Q: 3 clusters Score -2333196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2333201.000000 Penalty: 4892.217773
	Iteration 52Q: 3 clusters Score -2333201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2333204.500000 Penalty: 4892.217773
	Iteration 53Q: 3 clusters Score -2333204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2333208.000000 Penalty: 4892.217773
	Iteration 54Q: 3 clusters Score -2333208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2333208.250000 Penalty: 4892.217773
	Iteration 55Q: 3 clusters Score -2333208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2333210.250000 Penalty: 4892.217773
	Iteration 56Q: 3 clusters Score -2333210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2333218.000000 Penalty: 4892.217773
	Iteration 57Q: 3 clusters Score -2333218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2333212.750000 Penalty: 4892.217773
	Iteration 58Q: 3 clusters Score -2333213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2333220.750000 Penalty: 4892.217773
	Iteration 59Q: 3 clusters Score -2333221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2333227.750000 Penalty: 4892.217773
	Iteration 60F: 3 clusters Score -2333228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2333231.250000 Penalty: 4892.217773
	Iteration 61Q: 3 clusters Score -2333231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2333240.000000 Penalty: 4892.217773
	Iteration 62Q: 3 clusters Score -2333240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2333241.750000 Penalty: 4892.217773
	Iteration 63Q: 3 clusters Score -2333242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2333250.750000 Penalty: 4892.217773
	Iteration 64Q: 3 clusters Score -2333251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2333255.250000 Penalty: 4892.217773
	Iteration 65Q: 3 clusters Score -2333255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2333260.000000 Penalty: 4892.217773
	Iteration 66Q: 3 clusters Score -2333260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2333258.250000 Penalty: 4892.217773
	Iteration 67Q: 3 clusters Score -2333258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2333265.500000 Penalty: 4892.217773
	Iteration 68Q: 3 clusters Score -2333266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2333265.250000 Penalty: 4892.217773
	Iteration 69Q: 3 clusters Score -2333265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2333265.500000 Penalty: 4892.217773
	Iteration 70Q: 3 clusters Score -2333266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2333270.000000 Penalty: 4892.217773
	Iteration 71Q: 3 clusters Score -2333270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2333267.250000 Penalty: 4892.217773
	Iteration 72Q: 3 clusters Score -2333267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2333272.500000 Penalty: 4892.217773
	Iteration 73Q: 3 clusters Score -2333272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2333279.750000 Penalty: 4892.217773
	Iteration 74Q: 3 clusters Score -2333280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2333286.750000 Penalty: 4892.217773
	Iteration 75Q: 3 clusters Score -2333287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2333284.750000 Penalty: 4892.217773
	Iteration 76Q: 3 clusters Score -2333285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2333284.000000 Penalty: 4892.217773
	Iteration 77Q: 3 clusters Score -2333284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2333285.500000 Penalty: 4892.217773
	Iteration 78Q: 3 clusters Score -2333286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2333287.250000 Penalty: 4892.217773
	Iteration 79Q: 3 clusters Score -2333287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2333287.250000 Penalty: 4892.217773
	Iteration 80F: 3 clusters Score -2333287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2333292.250000 Penalty: 4892.217773
	Iteration 81Q: 3 clusters Score -2333292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2333294.250000 Penalty: 4892.217773
	Iteration 82Q: 3 clusters Score -2333294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2333295.500000 Penalty: 4892.217773
	Iteration 83Q: 3 clusters Score -2333296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2333300.500000 Penalty: 4892.217773
	Iteration 84Q: 3 clusters Score -2333300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2333300.000000 Penalty: 4892.217773
	Iteration 85Q: 3 clusters Score -2333300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2333301.000000 Penalty: 4892.217773
	Iteration 86Q: 3 clusters Score -2333301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2333301.000000 Penalty: 4892.217773
	Iteration 87Q: 3 clusters Score -2333301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2333307.250000 Penalty: 4892.217773
	Iteration 88Q: 3 clusters Score -2333307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2333310.500000 Penalty: 4892.217773
	Iteration 89Q: 3 clusters Score -2333310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2333307.750000 Penalty: 4892.217773
	Iteration 90Q: 3 clusters Score -2333308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2333312.250000 Penalty: 4892.217773
	Iteration 91Q: 3 clusters Score -2333312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2333313.750000 Penalty: 4892.217773
	Iteration 92Q: 3 clusters Score -2333314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2333311.250000 Penalty: 4892.217773
	Iteration 93Q: 3 clusters Score -2333311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2333305.000000 Penalty: 4892.217773
	Iteration 94Q: 3 clusters Score -2333305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2333305.250000 Penalty: 4892.217773
	Iteration 95Q: 3 clusters Score -2333305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2333312.250000 Penalty: 4892.217773
	Iteration 96Q: 3 clusters Score -2333312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2333321.500000 Penalty: 4892.217773
	Iteration 97Q: 3 clusters Score -2333322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2333315.000000 Penalty: 4892.217773
	Iteration 98Q: 3 clusters Score -2333315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2333319.000000 Penalty: 4892.217773
	Iteration 99Q: 3 clusters Score -2333319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2333319.000000 Penalty: 4892.217773
	Iteration 100F: 3 clusters Score -2333319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2333314.500000 Penalty: 4892.217773
	Iteration 101Q: 3 clusters Score -2333314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2333315.250000 Penalty: 4892.217773
	Iteration 102Q: 3 clusters Score -2333315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2333315.500000 Penalty: 4892.217773
	Iteration 103Q: 3 clusters Score -2333316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2333316.750000 Penalty: 4892.217773
	Iteration 104Q: 3 clusters Score -2333317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2333316.750000 Penalty: 4892.217773
	Iteration 105Q: 3 clusters Score -2333317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2333314.500000 Penalty: 4892.217773
	Iteration 106Q: 3 clusters Score -2333314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2333314.500000 Penalty: 4892.217773
	Iteration 107F: 3 clusters Score -2333314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -627172.875000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -627172.9 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 2234 members 
Entering Unmasked Estep 
Score: -622985.937500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -622985.9 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -623908.062500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -623908.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -624073.812500 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -624073.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -624163.125000 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -624163.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -624226.312500 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -624226.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -624279.500000 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -624279.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -624324.937500 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -624324.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -624356.750000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -624356.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -624384.437500 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -624384.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -624411.750000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -624411.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -624433.000000 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -624433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -624449.312500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -624449.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -624462.125000 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -624462.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624475.000000 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -624475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -624486.875000 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -624486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -624495.000000 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -624495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -624501.062500 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -624501.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -624511.437500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -624511.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -624519.812500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -624519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -624526.625000 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -624526.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -624534.250000 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -624534.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -624541.187500 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -624541.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -624552.937500 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -624552.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -624565.000000 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -624565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -624573.250000 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -624573.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -624584.750000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -624584.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -624597.125000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -624597.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -624609.500000 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -624609.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -624620.500000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -624620.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -624632.062500 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -624632.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -624642.250000 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -624642.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -624660.250000 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -624660.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -624677.312500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -624677.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -624695.500000 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -624695.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -624719.187500 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -624719.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -624739.312500 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -624739.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -624758.812500 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -624758.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -624781.312500 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -624781.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -624801.187500 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -624801.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -624817.937500 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -624817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -624834.062500 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -624834.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -624858.125000 Penalty: 4165.611328
	Iteration 41Q: 3 clusters Score -624858.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -624882.937500 Penalty: 4165.611328
	Iteration 42Q: 3 clusters Score -624882.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -624906.562500 Penalty: 4165.611328
	Iteration 43Q: 3 clusters Score -624906.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -624931.187500 Penalty: 4165.611328
	Iteration 44Q: 3 clusters Score -624931.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -624956.125000 Penalty: 4165.611328
	Iteration 45Q: 3 clusters Score -624956.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -624979.500000 Penalty: 4165.611328
	Iteration 46Q: 3 clusters Score -624979.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -625001.187500 Penalty: 4165.611328
	Iteration 47Q: 3 clusters Score -625001.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -625023.750000 Penalty: 4165.611328
	Iteration 48Q: 3 clusters Score -625023.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -625055.562500 Penalty: 4165.611328
	Iteration 49Q: 3 clusters Score -625055.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -625090.437500 Penalty: 4165.611328
	Iteration 50Q: 3 clusters Score -625090.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -625118.000000 Penalty: 4165.611328
	Iteration 51Q: 3 clusters Score -625118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -625140.625000 Penalty: 4165.611328
	Iteration 52Q: 3 clusters Score -625140.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -625160.062500 Penalty: 4165.611328
	Iteration 53Q: 3 clusters Score -625160.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -625190.375000 Penalty: 4165.611328
	Iteration 54Q: 3 clusters Score -625190.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -625213.312500 Penalty: 4165.611328
	Iteration 55Q: 3 clusters Score -625213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -625233.687500 Penalty: 4165.611328
	Iteration 56Q: 3 clusters Score -625233.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -625243.562500 Penalty: 4165.611328
	Iteration 57Q: 3 clusters Score -625243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -625257.500000 Penalty: 4165.611328
	Iteration 58Q: 3 clusters Score -625257.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -625269.125000 Penalty: 4165.611328
	Iteration 59Q: 3 clusters Score -625269.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -625283.937500 Penalty: 4165.611328
	Iteration 60F: 3 clusters Score -625283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -625292.375000 Penalty: 4165.611328
	Iteration 61Q: 3 clusters Score -625292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -625297.375000 Penalty: 4165.611328
	Iteration 62Q: 3 clusters Score -625297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -625306.312500 Penalty: 4165.611328
	Iteration 63Q: 3 clusters Score -625306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -625312.125000 Penalty: 4165.611328
	Iteration 64Q: 3 clusters Score -625312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -625315.187500 Penalty: 4165.611328
	Iteration 65Q: 3 clusters Score -625315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -625315.500000 Penalty: 4165.611328
	Iteration 66Q: 3 clusters Score -625315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -625316.375000 Penalty: 4165.611328
	Iteration 67Q: 3 clusters Score -625316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -625317.000000 Penalty: 4165.611328
	Iteration 68Q: 3 clusters Score -625317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -625317.000000 Penalty: 4165.611328
	Iteration 69F: 3 clusters Score -625317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -901333.125000 Penalty: 2208.987305
	Iteration 0F: 2 clusters Score -901333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -895358.875000 Penalty: 4417.974609
	Iteration 0F: 3 clusters Score -895358.9 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -897030.625000 Penalty: 4417.974609
	Iteration 1F: 3 clusters Score -897030.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -897400.187500 Penalty: 4417.974609
	Iteration 2F: 3 clusters Score -897400.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -897726.062500 Penalty: 4417.974609
	Iteration 3F: 3 clusters Score -897726.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -898094.125000 Penalty: 4417.974609
	Iteration 4F: 3 clusters Score -898094.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -898421.375000 Penalty: 4417.974609
	Iteration 5F: 3 clusters Score -898421.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -898733.500000 Penalty: 4417.974609
	Iteration 6F: 3 clusters Score -898733.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -899013.750000 Penalty: 4417.974609
	Iteration 7Q: 3 clusters Score -899013.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -899264.187500 Penalty: 4417.974609
	Iteration 8Q: 3 clusters Score -899264.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -899413.312500 Penalty: 4417.974609
	Iteration 9Q: 3 clusters Score -899413.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -899535.312500 Penalty: 4417.974609
	Iteration 10Q: 3 clusters Score -899535.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -899597.312500 Penalty: 4417.974609
	Iteration 11Q: 3 clusters Score -899597.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -899634.937500 Penalty: 4417.974609
	Iteration 12Q: 3 clusters Score -899634.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -899656.812500 Penalty: 4417.974609
	Iteration 13Q: 3 clusters Score -899656.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -899681.562500 Penalty: 4417.974609
	Iteration 14Q: 3 clusters Score -899681.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -899701.062500 Penalty: 4417.974609
	Iteration 15Q: 3 clusters Score -899701.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -899719.187500 Penalty: 4417.974609
	Iteration 16Q: 3 clusters Score -899719.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -899734.437500 Penalty: 4417.974609
	Iteration 17Q: 3 clusters Score -899734.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -899746.250000 Penalty: 4417.974609
	Iteration 18Q: 3 clusters Score -899746.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -899755.062500 Penalty: 4417.974609
	Iteration 19Q: 3 clusters Score -899755.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -899764.812500 Penalty: 4417.974609
	Iteration 20F: 3 clusters Score -899764.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -899773.312500 Penalty: 4417.974609
	Iteration 21Q: 3 clusters Score -899773.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -899784.312500 Penalty: 4417.974609
	Iteration 22Q: 3 clusters Score -899784.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -899792.375000 Penalty: 4417.974609
	Iteration 23Q: 3 clusters Score -899792.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -899805.375000 Penalty: 4417.974609
	Iteration 24Q: 3 clusters Score -899805.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -899830.500000 Penalty: 4417.974609
	Iteration 25Q: 3 clusters Score -899830.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -899859.187500 Penalty: 4417.974609
	Iteration 26Q: 3 clusters Score -899859.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -899898.437500 Penalty: 4417.974609
	Iteration 27Q: 3 clusters Score -899898.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -899954.250000 Penalty: 4417.974609
	Iteration 28Q: 3 clusters Score -899954.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -900047.437500 Penalty: 4417.974609
	Iteration 29Q: 3 clusters Score -900047.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -900160.562500 Penalty: 4417.974609
	Iteration 30Q: 3 clusters Score -900160.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -900264.625000 Penalty: 4417.974609
	Iteration 31Q: 3 clusters Score -900264.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -900312.500000 Penalty: 4417.974609
	Iteration 32Q: 3 clusters Score -900312.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -900337.875000 Penalty: 4417.974609
	Iteration 33Q: 3 clusters Score -900337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -900351.437500 Penalty: 4417.974609
	Iteration 34Q: 3 clusters Score -900351.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -900363.375000 Penalty: 4417.974609
	Iteration 35Q: 3 clusters Score -900363.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -900369.687500 Penalty: 4417.974609
	Iteration 36Q: 3 clusters Score -900369.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -900375.562500 Penalty: 4417.974609
	Iteration 37Q: 3 clusters Score -900375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -900378.875000 Penalty: 4417.974609
	Iteration 38Q: 3 clusters Score -900378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -900383.375000 Penalty: 4417.974609
	Iteration 39Q: 3 clusters Score -900383.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -900388.812500 Penalty: 4417.974609
	Iteration 40F: 3 clusters Score -900388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -900398.062500 Penalty: 4417.974609
	Iteration 41Q: 3 clusters Score -900398.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -900403.250000 Penalty: 4417.974609
	Iteration 42Q: 3 clusters Score -900403.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -900412.062500 Penalty: 4417.974609
	Iteration 43Q: 3 clusters Score -900412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -900418.562500 Penalty: 4417.974609
	Iteration 44Q: 3 clusters Score -900418.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -900426.875000 Penalty: 4417.974609
	Iteration 45Q: 3 clusters Score -900426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -900430.500000 Penalty: 4417.974609
	Iteration 46Q: 3 clusters Score -900430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -900432.750000 Penalty: 4417.974609
	Iteration 47Q: 3 clusters Score -900432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -900433.000000 Penalty: 4417.974609
	Iteration 48Q: 3 clusters Score -900433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -900436.750000 Penalty: 4417.974609
	Iteration 49Q: 3 clusters Score -900436.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -900438.687500 Penalty: 4417.974609
	Iteration 50Q: 3 clusters Score -900438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -900443.500000 Penalty: 4417.974609
	Iteration 51Q: 3 clusters Score -900443.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -900448.250000 Penalty: 4417.974609
	Iteration 52Q: 3 clusters Score -900448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -900450.125000 Penalty: 4417.974609
	Iteration 53Q: 3 clusters Score -900450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -900451.187500 Penalty: 4417.974609
	Iteration 54Q: 3 clusters Score -900451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -900450.812500 Penalty: 4417.974609
	Iteration 55Q: 3 clusters Score -900450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -900453.562500 Penalty: 4417.974609
	Iteration 56Q: 3 clusters Score -900453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -900454.250000 Penalty: 4417.974609
	Iteration 57Q: 3 clusters Score -900454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -900456.125000 Penalty: 4417.974609
	Iteration 58Q: 3 clusters Score -900456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -900455.875000 Penalty: 4417.974609
	Iteration 59Q: 3 clusters Score -900455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -900456.437500 Penalty: 4417.974609
	Iteration 60F: 3 clusters Score -900456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -900458.500000 Penalty: 4417.974609
	Iteration 61Q: 3 clusters Score -900458.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -900458.375000 Penalty: 4417.974609
	Iteration 62Q: 3 clusters Score -900458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -900459.125000 Penalty: 4417.974609
	Iteration 63Q: 3 clusters Score -900459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -900460.437500 Penalty: 4417.974609
	Iteration 64Q: 3 clusters Score -900460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -900461.875000 Penalty: 4417.974609
	Iteration 65Q: 3 clusters Score -900461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -900462.187500 Penalty: 4417.974609
	Iteration 66Q: 3 clusters Score -900462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -900461.937500 Penalty: 4417.974609
	Iteration 67Q: 3 clusters Score -900461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -900465.187500 Penalty: 4417.974609
	Iteration 68Q: 3 clusters Score -900465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -900467.187500 Penalty: 4417.974609
	Iteration 69Q: 3 clusters Score -900467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -900468.062500 Penalty: 4417.974609
	Iteration 70Q: 3 clusters Score -900468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -900465.687500 Penalty: 4417.974609
	Iteration 71Q: 3 clusters Score -900465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -900465.687500 Penalty: 4417.974609
	Iteration 72F: 3 clusters Score -900465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (141684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Entering Unmasked Estep 
Score: -19028434.000000 Penalty: 2941.615967
	Iteration 0F: 2 clusters Score -1.902843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -18936360.000000 Penalty: 5883.231934
	Iteration 0F: 3 clusters Score -1.893636e+07 nChanged 67528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -18975382.000000 Penalty: 5883.231934
	Iteration 1F: 3 clusters Score -1.897538e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -18976266.000000 Penalty: 5883.231934
	Iteration 2Q: 3 clusters Score -1.897627e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -18977484.000000 Penalty: 5883.231934
	Iteration 3Q: 3 clusters Score -1.897748e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -18979822.000000 Penalty: 5883.231934
	Iteration 4Q: 3 clusters Score -1.897982e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -18984278.000000 Penalty: 5883.231934
	Iteration 5F: 3 clusters Score -1.898428e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -18992456.000000 Penalty: 5883.231934
	Iteration 6F: 3 clusters Score -1.899246e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -19004220.000000 Penalty: 5883.231934
	Iteration 7F: 3 clusters Score -1.900422e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -19015608.000000 Penalty: 5883.231934
	Iteration 8F: 3 clusters Score -1.901561e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -19022226.000000 Penalty: 5883.231934
	Iteration 9Q: 3 clusters Score -1.902223e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140436 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19024710.000000 Penalty: 5883.231934
	Iteration 10Q: 3 clusters Score -1.902471e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19025370.000000 Penalty: 5883.231934
	Iteration 11Q: 3 clusters Score -1.902537e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19025662.000000 Penalty: 5883.231934
	Iteration 12Q: 3 clusters Score -1.902566e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19025770.000000 Penalty: 5883.231934
	Iteration 13Q: 3 clusters Score -1.902577e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19025844.000000 Penalty: 5883.231934
	Iteration 14Q: 3 clusters Score -1.902584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19025878.000000 Penalty: 5883.231934
	Iteration 15Q: 3 clusters Score -1.902588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141378 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19025908.000000 Penalty: 5883.231934
	Iteration 16Q: 3 clusters Score -1.902591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19025940.000000 Penalty: 5883.231934
	Iteration 17Q: 3 clusters Score -1.902594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19025942.000000 Penalty: 5883.231934
	Iteration 18Q: 3 clusters Score -1.902594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19025974.000000 Penalty: 5883.231934
	Iteration 19Q: 3 clusters Score -1.902597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19025968.000000 Penalty: 5883.231934
	Iteration 20F: 3 clusters Score -1.902597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19025996.000000 Penalty: 5883.231934
	Iteration 21Q: 3 clusters Score -1.9026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19026004.000000 Penalty: 5883.231934
	Iteration 22Q: 3 clusters Score -1.9026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19026008.000000 Penalty: 5883.231934
	Iteration 23Q: 3 clusters Score -1.902601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19026014.000000 Penalty: 5883.231934
	Iteration 24Q: 3 clusters Score -1.902601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19026032.000000 Penalty: 5883.231934
	Iteration 25Q: 3 clusters Score -1.902603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19026026.000000 Penalty: 5883.231934
	Iteration 26Q: 3 clusters Score -1.902603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19026028.000000 Penalty: 5883.231934
	Iteration 27Q: 3 clusters Score -1.902603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19026026.000000 Penalty: 5883.231934
	Iteration 28Q: 3 clusters Score -1.902603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19026024.000000 Penalty: 5883.231934
	Iteration 29Q: 3 clusters Score -1.902602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19026028.000000 Penalty: 5883.231934
	Iteration 30Q: 3 clusters Score -1.902603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19026028.000000 Penalty: 5883.231934
	Iteration 31F: 3 clusters Score -1.902603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116775.570312 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116775.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117072.960938 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117193.679688 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117193.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117253.765625 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -117253.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117316.289062 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117356.992188 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117384.703125 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117412.351562 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117412.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117486.156250 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -117486.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117599.156250 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -117599.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117674.828125 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -117674.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117726.570312 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -117726.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -117769.000000 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -117769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -117829.179688 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -117829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -117895.781250 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -117895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -117919.656250 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -117919.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -117937.328125 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -117937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -117943.476562 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -117943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -117945.570312 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -117945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -117949.843750 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -117949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118023.898438 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -118023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118306.367188 Penalty: 3388.113770
	Iteration 21Q: 3 clusters Score -118306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -118333.148438 Penalty: 3388.113770
	Iteration 22Q: 3 clusters Score -118333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -118345.187500 Penalty: 3388.113770
	Iteration 23Q: 3 clusters Score -118345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -118351.523438 Penalty: 3388.113770
	Iteration 24Q: 3 clusters Score -118351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -118351.523438 Penalty: 3388.113770
	Iteration 25F: 3 clusters Score -118351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -946207.000000 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -946207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -940319.750000 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -940319.8 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -941910.437500 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -941910.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -942227.687500 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -942227.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -942518.687500 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -942518.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -942821.937500 Penalty: 4403.112305
	Iteration 4F: 3 clusters Score -942821.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -943142.562500 Penalty: 4403.112305
	Iteration 5F: 3 clusters Score -943142.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -943482.125000 Penalty: 4403.112305
	Iteration 6F: 3 clusters Score -943482.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -943785.375000 Penalty: 4403.112305
	Iteration 7F: 3 clusters Score -943785.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -943969.687500 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -943969.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -944078.937500 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -944078.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -944153.125000 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -944153.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -944204.875000 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -944204.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -944238.750000 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -944238.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -944256.312500 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -944256.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -944269.937500 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -944269.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -944280.062500 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -944280.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -944287.562500 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -944287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -944294.562500 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -944294.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -944300.312500 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -944300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -944301.000000 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -944301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -944304.687500 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -944304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -944307.187500 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -944307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -944308.875000 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -944308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -944311.187500 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -944311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -944312.500000 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -944312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -944312.812500 Penalty: 4403.112305
	Iteration 25Q: 3 clusters Score -944312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -944315.062500 Penalty: 4403.112305
	Iteration 26Q: 3 clusters Score -944315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -944314.812500 Penalty: 4403.112305
	Iteration 27Q: 3 clusters Score -944314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -944315.875000 Penalty: 4403.112305
	Iteration 28Q: 3 clusters Score -944315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -944315.875000 Penalty: 4403.112305
	Iteration 29F: 3 clusters Score -944315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Entering Unmasked Estep 
Score: -14461568.000000 Penalty: 2891.266357
	Iteration 0F: 2 clusters Score -1.446157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -14384291.000000 Penalty: 5782.532715
	Iteration 0F: 3 clusters Score -1.438429e+07 nChanged 55025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -14415656.000000 Penalty: 5782.532715
	Iteration 1F: 3 clusters Score -1.441566e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -14416935.000000 Penalty: 5782.532715
	Iteration 2Q: 3 clusters Score -1.441694e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -14418259.000000 Penalty: 5782.532715
	Iteration 3Q: 3 clusters Score -1.441826e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -14420118.000000 Penalty: 5782.532715
	Iteration 4Q: 3 clusters Score -1.442012e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14422461.000000 Penalty: 5782.532715
	Iteration 5Q: 3 clusters Score -1.442246e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -14425240.000000 Penalty: 5782.532715
	Iteration 6Q: 3 clusters Score -1.442524e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -14428398.000000 Penalty: 5782.532715
	Iteration 7F: 3 clusters Score -1.44284e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -14431575.000000 Penalty: 5782.532715
	Iteration 8F: 3 clusters Score -1.443158e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -14434885.000000 Penalty: 5782.532715
	Iteration 9F: 3 clusters Score -1.443488e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -14438236.000000 Penalty: 5782.532715
	Iteration 10Q: 3 clusters Score -1.443824e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -14441392.000000 Penalty: 5782.532715
	Iteration 11Q: 3 clusters Score -1.444139e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -14444151.000000 Penalty: 5782.532715
	Iteration 12Q: 3 clusters Score -1.444415e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -14446525.000000 Penalty: 5782.532715
	Iteration 13Q: 3 clusters Score -1.444652e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -14448546.000000 Penalty: 5782.532715
	Iteration 14Q: 3 clusters Score -1.444855e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -14450284.000000 Penalty: 5782.532715
	Iteration 15Q: 3 clusters Score -1.445028e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -14451698.000000 Penalty: 5782.532715
	Iteration 16Q: 3 clusters Score -1.44517e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -14453042.000000 Penalty: 5782.532715
	Iteration 17Q: 3 clusters Score -1.445304e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -14454071.000000 Penalty: 5782.532715
	Iteration 18Q: 3 clusters Score -1.445407e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -14455105.000000 Penalty: 5782.532715
	Iteration 19Q: 3 clusters Score -1.44551e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -14456025.000000 Penalty: 5782.532715
	Iteration 20F: 3 clusters Score -1.445602e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -14456829.000000 Penalty: 5782.532715
	Iteration 21Q: 3 clusters Score -1.445683e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -14457475.000000 Penalty: 5782.532715
	Iteration 22Q: 3 clusters Score -1.445748e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -14457971.000000 Penalty: 5782.532715
	Iteration 23Q: 3 clusters Score -1.445797e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -14458428.000000 Penalty: 5782.532715
	Iteration 24Q: 3 clusters Score -1.445843e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -14458758.000000 Penalty: 5782.532715
	Iteration 25Q: 3 clusters Score -1.445876e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -14458995.000000 Penalty: 5782.532715
	Iteration 26Q: 3 clusters Score -1.4459e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -14459154.000000 Penalty: 5782.532715
	Iteration 27Q: 3 clusters Score -1.445915e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -14459250.000000 Penalty: 5782.532715
	Iteration 28Q: 3 clusters Score -1.445925e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -14459313.000000 Penalty: 5782.532715
	Iteration 29Q: 3 clusters Score -1.445931e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -14459403.000000 Penalty: 5782.532715
	Iteration 30Q: 3 clusters Score -1.44594e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -14459427.000000 Penalty: 5782.532715
	Iteration 31Q: 3 clusters Score -1.445943e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -14459459.000000 Penalty: 5782.532715
	Iteration 32Q: 3 clusters Score -1.445946e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -14459508.000000 Penalty: 5782.532715
	Iteration 33Q: 3 clusters Score -1.445951e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -14459550.000000 Penalty: 5782.532715
	Iteration 34Q: 3 clusters Score -1.445955e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -14459567.000000 Penalty: 5782.532715
	Iteration 35Q: 3 clusters Score -1.445957e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -14459571.000000 Penalty: 5782.532715
	Iteration 36Q: 3 clusters Score -1.445957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
Score: -14459628.000000 Penalty: 5782.532715
	Iteration 37Q: 3 clusters Score -1.445963e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -14459648.000000 Penalty: 5782.532715
	Iteration 38Q: 3 clusters Score -1.445965e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -14459657.000000 Penalty: 5782.532715
	Iteration 39Q: 3 clusters Score -1.445966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -14459673.000000 Penalty: 5782.532715
	Iteration 40F: 3 clusters Score -1.445967e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -14459723.000000 Penalty: 5782.532715
	Iteration 41Q: 3 clusters Score -1.445972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -14459732.000000 Penalty: 5782.532715
	Iteration 42Q: 3 clusters Score -1.445973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -14459733.000000 Penalty: 5782.532715
	Iteration 43Q: 3 clusters Score -1.445973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -14459767.000000 Penalty: 5782.532715
	Iteration 44Q: 3 clusters Score -1.445977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -14459790.000000 Penalty: 5782.532715
	Iteration 45Q: 3 clusters Score -1.445979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -14459798.000000 Penalty: 5782.532715
	Iteration 46Q: 3 clusters Score -1.44598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -14459804.000000 Penalty: 5782.532715
	Iteration 47Q: 3 clusters Score -1.44598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -14459823.000000 Penalty: 5782.532715
	Iteration 48Q: 3 clusters Score -1.445982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -14459828.000000 Penalty: 5782.532715
	Iteration 49Q: 3 clusters Score -1.445983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -14459836.000000 Penalty: 5782.532715
	Iteration 50Q: 3 clusters Score -1.445984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -14459830.000000 Penalty: 5782.532715
	Iteration 51Q: 3 clusters Score -1.445983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -14459841.000000 Penalty: 5782.532715
	Iteration 52Q: 3 clusters Score -1.445984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -14459836.000000 Penalty: 5782.532715
	Iteration 53Q: 3 clusters Score -1.445984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -14459835.000000 Penalty: 5782.532715
	Iteration 54Q: 3 clusters Score -1.445984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -14459826.000000 Penalty: 5782.532715
	Iteration 55Q: 3 clusters Score -1.445983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -14459831.000000 Penalty: 5782.532715
	Iteration 56Q: 3 clusters Score -1.445983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -14459831.000000 Penalty: 5782.532715
	Iteration 57Q: 3 clusters Score -1.445983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -14459837.000000 Penalty: 5782.532715
	Iteration 58Q: 3 clusters Score -1.445984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -14459838.000000 Penalty: 5782.532715
	Iteration 59Q: 3 clusters Score -1.445984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -14459830.000000 Penalty: 5782.532715
	Iteration 60F: 3 clusters Score -1.445983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -14459840.000000 Penalty: 5782.532715
	Iteration 61Q: 3 clusters Score -1.445984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -14459842.000000 Penalty: 5782.532715
	Iteration 62Q: 3 clusters Score -1.445984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -14459836.000000 Penalty: 5782.532715
	Iteration 63Q: 3 clusters Score -1.445984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -14459834.000000 Penalty: 5782.532715
	Iteration 64Q: 3 clusters Score -1.445983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -14459830.000000 Penalty: 5782.532715
	Iteration 65Q: 3 clusters Score -1.445983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -14459833.000000 Penalty: 5782.532715
	Iteration 66Q: 3 clusters Score -1.445983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -14459837.000000 Penalty: 5782.532715
	Iteration 67Q: 3 clusters Score -1.445984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -14459837.000000 Penalty: 5782.532715
	Iteration 68F: 3 clusters Score -1.445984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61515.148438 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61515.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61730.078125 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61730.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61784.269531 Penalty: 3101.899170
	Iteration 2Q: 3 clusters Score -61784.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61827.015625 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61827.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61842.812500 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61842.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61854.039062 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61854.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61855.695312 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61855.695312 Penalty: 3101.899170
	Iteration 7F: 3 clusters Score -61855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -1347540.375000 Penalty: 2308.611572
	Iteration 0F: 2 clusters Score -1347540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1339337.750000 Penalty: 4617.223145
	Iteration 0F: 3 clusters Score -1339338 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1342410.000000 Penalty: 4617.223145
	Iteration 1F: 3 clusters Score -1342410 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1343458.500000 Penalty: 4617.223145
	Iteration 2F: 3 clusters Score -1343458 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1344422.250000 Penalty: 4617.223145
	Iteration 3F: 3 clusters Score -1344422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1345245.750000 Penalty: 4617.223145
	Iteration 4F: 3 clusters Score -1345246 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1345925.000000 Penalty: 4617.223145
	Iteration 5F: 3 clusters Score -1345925 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1346439.000000 Penalty: 4617.223145
	Iteration 6Q: 3 clusters Score -1346439 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1346750.375000 Penalty: 4617.223145
	Iteration 7Q: 3 clusters Score -1346750 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1346862.000000 Penalty: 4617.223145
	Iteration 8Q: 3 clusters Score -1346862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1346934.125000 Penalty: 4617.223145
	Iteration 9Q: 3 clusters Score -1346934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1346989.625000 Penalty: 4617.223145
	Iteration 10Q: 3 clusters Score -1346990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1347031.250000 Penalty: 4617.223145
	Iteration 11Q: 3 clusters Score -1347031 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1347080.125000 Penalty: 4617.223145
	Iteration 12Q: 3 clusters Score -1347080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1347106.875000 Penalty: 4617.223145
	Iteration 13Q: 3 clusters Score -1347107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1347138.500000 Penalty: 4617.223145
	Iteration 14Q: 3 clusters Score -1347138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1347168.750000 Penalty: 4617.223145
	Iteration 15Q: 3 clusters Score -1347169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1347187.125000 Penalty: 4617.223145
	Iteration 16Q: 3 clusters Score -1347187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1347200.750000 Penalty: 4617.223145
	Iteration 17Q: 3 clusters Score -1347201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1347211.000000 Penalty: 4617.223145
	Iteration 18Q: 3 clusters Score -1347211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1347219.625000 Penalty: 4617.223145
	Iteration 19Q: 3 clusters Score -1347220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1347228.750000 Penalty: 4617.223145
	Iteration 20F: 3 clusters Score -1347229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1347235.500000 Penalty: 4617.223145
	Iteration 21Q: 3 clusters Score -1347236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1347237.875000 Penalty: 4617.223145
	Iteration 22Q: 3 clusters Score -1347238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1347245.000000 Penalty: 4617.223145
	Iteration 23Q: 3 clusters Score -1347245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1347246.250000 Penalty: 4617.223145
	Iteration 24Q: 3 clusters Score -1347246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1347248.375000 Penalty: 4617.223145
	Iteration 25Q: 3 clusters Score -1347248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1347244.625000 Penalty: 4617.223145
	Iteration 26Q: 3 clusters Score -1347245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1347250.625000 Penalty: 4617.223145
	Iteration 27Q: 3 clusters Score -1347251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1347252.625000 Penalty: 4617.223145
	Iteration 28Q: 3 clusters Score -1347253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1347254.750000 Penalty: 4617.223145
	Iteration 29Q: 3 clusters Score -1347255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1347253.500000 Penalty: 4617.223145
	Iteration 30Q: 3 clusters Score -1347254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1347252.000000 Penalty: 4617.223145
	Iteration 31Q: 3 clusters Score -1347252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1347253.500000 Penalty: 4617.223145
	Iteration 32Q: 3 clusters Score -1347254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1347252.875000 Penalty: 4617.223145
	Iteration 33Q: 3 clusters Score -1347253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1347257.625000 Penalty: 4617.223145
	Iteration 34Q: 3 clusters Score -1347258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1347259.875000 Penalty: 4617.223145
	Iteration 35Q: 3 clusters Score -1347260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1347261.375000 Penalty: 4617.223145
	Iteration 36Q: 3 clusters Score -1347261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1347260.625000 Penalty: 4617.223145
	Iteration 37Q: 3 clusters Score -1347261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1347260.500000 Penalty: 4617.223145
	Iteration 38Q: 3 clusters Score -1347260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1347260.500000 Penalty: 4617.223145
	Iteration 39F: 3 clusters Score -1347260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -549049.250000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -549049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -544787.062500 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -544787.1 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545921.750000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -545921.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -546306.437500 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -546306.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -546589.312500 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -546589.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -546833.187500 Penalty: 4189.278809
	Iteration 4F: 3 clusters Score -546833.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -547005.562500 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -547005.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -547135.000000 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -547135 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -547263.000000 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -547263 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -547369.625000 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -547369.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -547473.812500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -547473.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -547546.937500 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -547546.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -547596.625000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -547596.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -547640.187500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -547640.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -547673.875000 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -547673.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -547699.562500 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -547699.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -547726.500000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -547726.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -547760.312500 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -547760.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -547778.250000 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -547778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -547796.000000 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -547796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -547812.750000 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -547812.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547823.125000 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -547823.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -547828.625000 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -547828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -547834.687500 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -547834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -547842.625000 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -547842.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -547846.500000 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -547846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -547851.125000 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -547851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -547854.937500 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -547854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -547858.125000 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -547858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -547861.125000 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -547861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -547862.375000 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -547862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -547863.562500 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -547863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -547864.875000 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -547864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -547864.062500 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -547864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -547864.062500 Penalty: 4189.278809
	Iteration 33F: 3 clusters Score -547864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 101833 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 122555 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 172267 members 
Mstep: Class 16 contains 131722 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 214882 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 19213 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 141684 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115651 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079056.000000 Penalty: 112337.296875
Iteration 239Q: 33 clusters Score -1.810791e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 101831 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15990 members 
Mstep: Class 7 contains 121802 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 172176 members 
Mstep: Class 16 contains 131719 members 
Mstep: Class 17 contains 28652 members 
Mstep: Class 18 contains 214882 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 19212 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 142573 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115601 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078688.000000 Penalty: 112337.296875
Iteration 240F: 33 clusters Score -1.810787e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18137 members 
Mstep: Class 4 contains 101828 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 121055 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40172 members 
Mstep: Class 15 contains 172053 members 
Mstep: Class 16 contains 131717 members 
Mstep: Class 17 contains 28633 members 
Mstep: Class 18 contains 214888 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114806 members 
Mstep: Class 23 contains 19205 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 143467 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 115581 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078688.000000 Penalty: 112337.296875
Iteration 241Q: 33 clusters Score -1.810787e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 101826 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15991 members 
Mstep: Class 7 contains 120297 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40172 members 
Mstep: Class 15 contains 171956 members 
Mstep: Class 16 contains 131715 members 
Mstep: Class 17 contains 28612 members 
Mstep: Class 18 contains 214905 members 
Mstep: Class 19 contains 37107 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 19200 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 144353 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115571 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078672.000000 Penalty: 112337.296875
Iteration 242Q: 33 clusters Score -1.810787e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18142 members 
Mstep: Class 4 contains 101830 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15990 members 
Mstep: Class 7 contains 119568 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 171849 members 
Mstep: Class 16 contains 131713 members 
Mstep: Class 17 contains 28595 members 
Mstep: Class 18 contains 214927 members 
Mstep: Class 19 contains 37115 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19190 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 145211 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115531 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078576.000000 Penalty: 112337.296875
Iteration 243Q: 33 clusters Score -1.810786e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18146 members 
Mstep: Class 4 contains 101829 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 118821 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 171760 members 
Mstep: Class 16 contains 131713 members 
Mstep: Class 17 contains 28591 members 
Mstep: Class 18 contains 214976 members 
Mstep: Class 19 contains 37117 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114814 members 
Mstep: Class 23 contains 19184 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 146044 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115493 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078640.000000 Penalty: 112337.296875
Iteration 244Q: 33 clusters Score -1.810786e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 101824 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 118094 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 171670 members 
Mstep: Class 16 contains 131713 members 
Mstep: Class 17 contains 28608 members 
Mstep: Class 18 contains 215020 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19180 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 146815 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115485 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078480.000000 Penalty: 112337.296875
Iteration 245Q: 33 clusters Score -1.810785e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18155 members 
Mstep: Class 4 contains 101821 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 117392 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 171592 members 
Mstep: Class 16 contains 131710 members 
Mstep: Class 17 contains 28613 members 
Mstep: Class 18 contains 215046 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114816 members 
Mstep: Class 23 contains 19180 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 147579 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115472 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078384.000000 Penalty: 112337.296875
Iteration 246Q: 33 clusters Score -1.810784e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18162 members 
Mstep: Class 4 contains 101812 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 116679 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40155 members 
Mstep: Class 15 contains 171510 members 
Mstep: Class 16 contains 131707 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 215059 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114813 members 
Mstep: Class 23 contains 19178 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 148386 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115454 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078176.000000 Penalty: 112337.296875
Iteration 247Q: 33 clusters Score -1.810782e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 101802 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 115929 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40151 members 
Mstep: Class 15 contains 171439 members 
Mstep: Class 16 contains 131708 members 
Mstep: Class 17 contains 28609 members 
Mstep: Class 18 contains 215123 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114819 members 
Mstep: Class 23 contains 19172 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 149198 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115399 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077968.000000 Penalty: 112337.296875
Iteration 248Q: 33 clusters Score -1.81078e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18179 members 
Mstep: Class 4 contains 101805 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 115147 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40151 members 
Mstep: Class 15 contains 171367 members 
Mstep: Class 16 contains 131707 members 
Mstep: Class 17 contains 28610 members 
Mstep: Class 18 contains 215194 members 
Mstep: Class 19 contains 37115 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114818 members 
Mstep: Class 23 contains 19171 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 150025 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115348 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077440.000000 Penalty: 112337.296875
Iteration 249Q: 33 clusters Score -1.810774e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 101802 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 114393 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40153 members 
Mstep: Class 15 contains 171284 members 
Mstep: Class 16 contains 131708 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 215269 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114822 members 
Mstep: Class 23 contains 19168 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 150820 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115297 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077456.000000 Penalty: 112337.296875
Iteration 250Q: 33 clusters Score -1.810775e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18202 members 
Mstep: Class 4 contains 101790 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15990 members 
Mstep: Class 7 contains 113639 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40158 members 
Mstep: Class 15 contains 171205 members 
Mstep: Class 16 contains 131707 members 
Mstep: Class 17 contains 28613 members 
Mstep: Class 18 contains 215343 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114825 members 
Mstep: Class 23 contains 19169 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 151615 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115255 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077280.000000 Penalty: 112337.296875
Iteration 251Q: 33 clusters Score -1.810773e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18205 members 
Mstep: Class 4 contains 101778 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 112899 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40161 members 
Mstep: Class 15 contains 171163 members 
Mstep: Class 16 contains 131706 members 
Mstep: Class 17 contains 28623 members 
Mstep: Class 18 contains 215421 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114817 members 
Mstep: Class 23 contains 19168 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 152369 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115215 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077248.000000 Penalty: 112337.296875
Iteration 252Q: 33 clusters Score -1.810772e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18200 members 
Mstep: Class 4 contains 101778 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 112139 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 171114 members 
Mstep: Class 16 contains 131704 members 
Mstep: Class 17 contains 28628 members 
Mstep: Class 18 contains 215485 members 
Mstep: Class 19 contains 37126 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114822 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 153179 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115144 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11039 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077040.000000 Penalty: 112337.296875
Iteration 253Q: 33 clusters Score -1.81077e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 101776 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 111467 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40160 members 
Mstep: Class 15 contains 171055 members 
Mstep: Class 16 contains 131703 members 
Mstep: Class 17 contains 28638 members 
Mstep: Class 18 contains 215524 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114820 members 
Mstep: Class 23 contains 19155 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 153917 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115101 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076464.000000 Penalty: 112337.296875
Iteration 254Q: 33 clusters Score -1.810765e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18195 members 
Mstep: Class 4 contains 101774 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 110868 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170994 members 
Mstep: Class 16 contains 131703 members 
Mstep: Class 17 contains 28639 members 
Mstep: Class 18 contains 215558 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114821 members 
Mstep: Class 23 contains 19150 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 154600 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115060 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076176.000000 Penalty: 112337.296875
Iteration 255Q: 33 clusters Score -1.810762e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 101770 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 110299 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40160 members 
Mstep: Class 15 contains 170911 members 
Mstep: Class 16 contains 131700 members 
Mstep: Class 17 contains 28646 members 
Mstep: Class 18 contains 215588 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114816 members 
Mstep: Class 23 contains 19142 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 155240 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115047 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076208.000000 Penalty: 112337.296875
Iteration 256Q: 33 clusters Score -1.810762e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18211 members 
Mstep: Class 4 contains 101762 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 109743 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170850 members 
Mstep: Class 16 contains 131698 members 
Mstep: Class 17 contains 28644 members 
Mstep: Class 18 contains 215625 members 
Mstep: Class 19 contains 37149 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114819 members 
Mstep: Class 23 contains 19138 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 155828 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115029 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076032.000000 Penalty: 112337.296875
Iteration 257Q: 33 clusters Score -1.81076e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18219 members 
Mstep: Class 4 contains 101745 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 5217 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 170800 members 
Mstep: Class 16 contains 131697 members 
Mstep: Class 17 contains 28654 members 
Mstep: Class 18 contains 215663 members 
Mstep: Class 19 contains 37152 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114826 members 
Mstep: Class 23 contains 19135 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 156369 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115004 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 258Q: 33 clusters Score -1.810761e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18222 members 
Mstep: Class 4 contains 101727 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 108849 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 170746 members 
Mstep: Class 16 contains 131696 members 
Mstep: Class 17 contains 28667 members 
Mstep: Class 18 contains 215694 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114821 members 
Mstep: Class 23 contains 19134 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 156787 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115004 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075760.000000 Penalty: 112337.296875
Iteration 259Q: 33 clusters Score -1.810758e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18223 members 
Mstep: Class 4 contains 101723 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 108559 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 170677 members 
Mstep: Class 16 contains 131697 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 215716 members 
Mstep: Class 19 contains 37149 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114815 members 
Mstep: Class 23 contains 19128 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 157167 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114988 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075520.000000 Penalty: 112337.296875
Iteration 260F: 33 clusters Score -1.810755e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 4 contains 101712 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 108309 members 
Mstep: Class 8 contains 5201 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 170597 members 
Mstep: Class 16 contains 131697 members 
Mstep: Class 17 contains 28668 members 
Mstep: Class 18 contains 215746 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114818 members 
Mstep: Class 23 contains 19125 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 157495 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114968 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075552.000000 Penalty: 112337.296875
Iteration 261Q: 33 clusters Score -1.810756e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 4 contains 101700 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 108045 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 170530 members 
Mstep: Class 16 contains 131696 members 
Mstep: Class 17 contains 28669 members 
Mstep: Class 18 contains 215758 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114821 members 
Mstep: Class 23 contains 19122 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 157806 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114989 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075600.000000 Penalty: 112337.296875
Iteration 262Q: 33 clusters Score -1.810756e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18227 members 
Mstep: Class 4 contains 101684 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 107792 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 170479 members 
Mstep: Class 16 contains 131696 members 
Mstep: Class 17 contains 28677 members 
Mstep: Class 18 contains 215748 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114822 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 158108 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114999 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075616.000000 Penalty: 112337.296875
Iteration 263Q: 33 clusters Score -1.810756e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 4 contains 101664 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 107595 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3972 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40167 members 
Mstep: Class 15 contains 170470 members 
Mstep: Class 16 contains 131694 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 215732 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114818 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 158344 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115004 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075376.000000 Penalty: 112337.296875
Iteration 264Q: 33 clusters Score -1.810754e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18225 members 
Mstep: Class 4 contains 101640 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 107436 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40167 members 
Mstep: Class 15 contains 170465 members 
Mstep: Class 16 contains 131694 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 215725 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 19120 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 158531 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115022 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075232.000000 Penalty: 112337.296875
Iteration 265Q: 33 clusters Score -1.810752e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 18225 members 
Mstep: Class 4 contains 101623 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 107257 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 170475 members 
Mstep: Class 16 contains 131691 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 215732 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114815 members 
Mstep: Class 23 contains 19121 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 158701 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115037 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075136.000000 Penalty: 112337.296875
Iteration 266Q: 33 clusters Score -1.810751e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18232 members 
Mstep: Class 4 contains 101602 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 107069 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 170489 members 
Mstep: Class 16 contains 131690 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 215742 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 19120 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 158863 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115064 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074768.000000 Penalty: 112337.296875
Iteration 267Q: 33 clusters Score -1.810748e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 101577 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 106899 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 170484 members 
Mstep: Class 16 contains 131690 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 215753 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 159035 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115076 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074736.000000 Penalty: 112337.296875
Iteration 268Q: 33 clusters Score -1.810747e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18234 members 
Mstep: Class 4 contains 101548 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 106824 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40167 members 
Mstep: Class 15 contains 170481 members 
Mstep: Class 16 contains 131688 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 215753 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19118 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 159125 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115085 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074672.000000 Penalty: 112337.296875
Iteration 269Q: 33 clusters Score -1.810747e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18236 members 
Mstep: Class 4 contains 101531 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 106778 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 170439 members 
Mstep: Class 16 contains 131689 members 
Mstep: Class 17 contains 28687 members 
Mstep: Class 18 contains 215764 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159206 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115103 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074880.000000 Penalty: 112337.296875
Iteration 270Q: 33 clusters Score -1.810749e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18239 members 
Mstep: Class 4 contains 101516 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 106727 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 170403 members 
Mstep: Class 16 contains 131688 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215783 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19117 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159278 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115119 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074672.000000 Penalty: 112337.296875
Iteration 271Q: 33 clusters Score -1.810747e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18238 members 
Mstep: Class 4 contains 101499 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 106681 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 170374 members 
Mstep: Class 16 contains 131689 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 215798 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 19116 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159353 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115132 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074720.000000 Penalty: 112337.296875
Iteration 272Q: 33 clusters Score -1.810747e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 101481 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 106598 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 170360 members 
Mstep: Class 16 contains 131692 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215815 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19117 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159421 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115146 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074960.000000 Penalty: 112337.296875
Iteration 273Q: 33 clusters Score -1.81075e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18246 members 
Mstep: Class 4 contains 101457 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 106555 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 170343 members 
Mstep: Class 16 contains 131690 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215822 members 
Mstep: Class 19 contains 37165 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159471 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115172 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074944.000000 Penalty: 112337.296875
Iteration 274Q: 33 clusters Score -1.810749e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18256 members 
Mstep: Class 4 contains 101432 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 106513 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 170334 members 
Mstep: Class 16 contains 131688 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215820 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19121 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159511 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115192 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11048 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074624.000000 Penalty: 112337.296875
Iteration 275Q: 33 clusters Score -1.810746e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18256 members 
Mstep: Class 4 contains 101412 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 106500 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 170338 members 
Mstep: Class 16 contains 131686 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215808 members 
Mstep: Class 19 contains 37171 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159549 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115196 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 276Q: 33 clusters Score -1.810745e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18257 members 
Mstep: Class 4 contains 101379 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 106463 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 170339 members 
Mstep: Class 16 contains 131686 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215809 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114800 members 
Mstep: Class 23 contains 19117 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159602 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115203 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074256.000000 Penalty: 112337.296875
Iteration 277Q: 33 clusters Score -1.810743e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18261 members 
Mstep: Class 4 contains 101355 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 106439 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40176 members 
Mstep: Class 15 contains 170333 members 
Mstep: Class 16 contains 131685 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 215818 members 
Mstep: Class 19 contains 37176 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114804 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159638 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115211 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074272.000000 Penalty: 112337.296875
Iteration 278Q: 33 clusters Score -1.810743e+08 nChanged 571
Entering ConstructFrom: 
Score: -181074272.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Entering Unmasked Estep 
Score: -3515109.500000 Penalty: 2528.979736
	Iteration 0F: 2 clusters Score -3515110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3496673.000000 Penalty: 5057.959473
	Iteration 0F: 3 clusters Score -3496673 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3503291.500000 Penalty: 5057.959473
	Iteration 1F: 3 clusters Score -3503292 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3504612.750000 Penalty: 5057.959473
	Iteration 2F: 3 clusters Score -3504613 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3506595.000000 Penalty: 5057.959473
	Iteration 3F: 3 clusters Score -3506595 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3508715.250000 Penalty: 5057.959473
	Iteration 4F: 3 clusters Score -3508715 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3510428.750000 Penalty: 5057.959473
	Iteration 5F: 3 clusters Score -3510429 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3511669.000000 Penalty: 5057.959473
	Iteration 6F: 3 clusters Score -3511669 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3512552.250000 Penalty: 5057.959473
	Iteration 7F: 3 clusters Score -3512552 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3513198.750000 Penalty: 5057.959473
	Iteration 8Q: 3 clusters Score -3513199 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3513766.500000 Penalty: 5057.959473
	Iteration 9Q: 3 clusters Score -3513766 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3514265.250000 Penalty: 5057.959473
	Iteration 10Q: 3 clusters Score -3514265 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3514666.750000 Penalty: 5057.959473
	Iteration 11Q: 3 clusters Score -3514667 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3515005.000000 Penalty: 5057.959473
	Iteration 12Q: 3 clusters Score -3515005 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3515253.750000 Penalty: 5057.959473
	Iteration 13Q: 3 clusters Score -3515254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3515359.250000 Penalty: 5057.959473
	Iteration 14Q: 3 clusters Score -3515359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3515412.000000 Penalty: 5057.959473
	Iteration 15Q: 3 clusters Score -3515412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3515442.750000 Penalty: 5057.959473
	Iteration 16Q: 3 clusters Score -3515443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3515462.000000 Penalty: 5057.959473
	Iteration 17Q: 3 clusters Score -3515462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3515465.250000 Penalty: 5057.959473
	Iteration 18Q: 3 clusters Score -3515465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3515489.000000 Penalty: 5057.959473
	Iteration 19Q: 3 clusters Score -3515489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3515494.750000 Penalty: 5057.959473
	Iteration 20F: 3 clusters Score -3515495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3515510.000000 Penalty: 5057.959473
	Iteration 21Q: 3 clusters Score -3515510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3515513.750000 Penalty: 5057.959473
	Iteration 22Q: 3 clusters Score -3515514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3515514.250000 Penalty: 5057.959473
	Iteration 23Q: 3 clusters Score -3515514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3515519.500000 Penalty: 5057.959473
	Iteration 24Q: 3 clusters Score -3515520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3515523.750000 Penalty: 5057.959473
	Iteration 25Q: 3 clusters Score -3515524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3515523.250000 Penalty: 5057.959473
	Iteration 26Q: 3 clusters Score -3515523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3515528.500000 Penalty: 5057.959473
	Iteration 27Q: 3 clusters Score -3515528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3515534.500000 Penalty: 5057.959473
	Iteration 28Q: 3 clusters Score -3515534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3515542.000000 Penalty: 5057.959473
	Iteration 29Q: 3 clusters Score -3515542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3515542.250000 Penalty: 5057.959473
	Iteration 30Q: 3 clusters Score -3515542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3515547.250000 Penalty: 5057.959473
	Iteration 31Q: 3 clusters Score -3515547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3515556.250000 Penalty: 5057.959473
	Iteration 32Q: 3 clusters Score -3515556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3515562.250000 Penalty: 5057.959473
	Iteration 33Q: 3 clusters Score -3515562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3515560.750000 Penalty: 5057.959473
	Iteration 34Q: 3 clusters Score -3515561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3515561.750000 Penalty: 5057.959473
	Iteration 35Q: 3 clusters Score -3515562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3515565.500000 Penalty: 5057.959473
	Iteration 36Q: 3 clusters Score -3515566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3515565.250000 Penalty: 5057.959473
	Iteration 37Q: 3 clusters Score -3515565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3515564.000000 Penalty: 5057.959473
	Iteration 38Q: 3 clusters Score -3515564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3515563.750000 Penalty: 5057.959473
	Iteration 39Q: 3 clusters Score -3515564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3515575.750000 Penalty: 5057.959473
	Iteration 40F: 3 clusters Score -3515576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3515575.750000 Penalty: 5057.959473
	Iteration 41Q: 3 clusters Score -3515576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3515576.750000 Penalty: 5057.959473
	Iteration 42Q: 3 clusters Score -3515577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3515573.500000 Penalty: 5057.959473
	Iteration 43Q: 3 clusters Score -3515574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3515573.500000 Penalty: 5057.959473
	Iteration 44F: 3 clusters Score -3515574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18259 members 
Mstep: Class 4 contains 101331 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 106439 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 170321 members 
Mstep: Class 16 contains 131683 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215819 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 19117 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159659 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115216 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4649 members 
Mstep: Class 33 contains 25110 members 
Entering Unmasked Estep 
Score: -181073920.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181074272.000000 to -181073920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -1801784.125000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -1801784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1791519.250000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -1791519 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1794812.875000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -1794813 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1795471.625000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -1795472 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1796265.750000 Penalty: 4731.377930
	Iteration 3F: 3 clusters Score -1796266 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1797074.125000 Penalty: 4731.377930
	Iteration 4F: 3 clusters Score -1797074 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1797780.625000 Penalty: 4731.377930
	Iteration 5F: 3 clusters Score -1797781 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1798260.625000 Penalty: 4731.377930
	Iteration 6F: 3 clusters Score -1798261 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1798581.250000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -1798581 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1798834.250000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -1798834 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1798997.750000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -1798998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1799138.875000 Penalty: 4731.377930
	Iteration 10Q: 3 clusters Score -1799139 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1799244.500000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -1799244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1799320.375000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -1799320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1799381.500000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -1799382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1799461.625000 Penalty: 4731.377930
	Iteration 14Q: 3 clusters Score -1799462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1799530.000000 Penalty: 4731.377930
	Iteration 15Q: 3 clusters Score -1799530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1799589.875000 Penalty: 4731.377930
	Iteration 16Q: 3 clusters Score -1799590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1799646.250000 Penalty: 4731.377930
	Iteration 17Q: 3 clusters Score -1799646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1799697.250000 Penalty: 4731.377930
	Iteration 18Q: 3 clusters Score -1799697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1799740.250000 Penalty: 4731.377930
	Iteration 19Q: 3 clusters Score -1799740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1799781.875000 Penalty: 4731.377930
	Iteration 20F: 3 clusters Score -1799782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1799814.000000 Penalty: 4731.377930
	Iteration 21Q: 3 clusters Score -1799814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1799838.875000 Penalty: 4731.377930
	Iteration 22Q: 3 clusters Score -1799839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1799857.375000 Penalty: 4731.377930
	Iteration 23Q: 3 clusters Score -1799857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1799870.000000 Penalty: 4731.377930
	Iteration 24Q: 3 clusters Score -1799870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1799877.625000 Penalty: 4731.377930
	Iteration 25Q: 3 clusters Score -1799878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1799892.125000 Penalty: 4731.377930
	Iteration 26Q: 3 clusters Score -1799892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1799901.375000 Penalty: 4731.377930
	Iteration 27Q: 3 clusters Score -1799901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1799914.750000 Penalty: 4731.377930
	Iteration 28Q: 3 clusters Score -1799915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1799922.500000 Penalty: 4731.377930
	Iteration 29Q: 3 clusters Score -1799922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1799923.375000 Penalty: 4731.377930
	Iteration 30Q: 3 clusters Score -1799923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1799925.000000 Penalty: 4731.377930
	Iteration 31Q: 3 clusters Score -1799925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1799925.875000 Penalty: 4731.377930
	Iteration 32Q: 3 clusters Score -1799926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1799932.500000 Penalty: 4731.377930
	Iteration 33Q: 3 clusters Score -1799932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1799932.125000 Penalty: 4731.377930
	Iteration 34Q: 3 clusters Score -1799932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1799933.750000 Penalty: 4731.377930
	Iteration 35Q: 3 clusters Score -1799934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1799933.875000 Penalty: 4731.377930
	Iteration 36Q: 3 clusters Score -1799934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1799933.625000 Penalty: 4731.377930
	Iteration 37Q: 3 clusters Score -1799934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1799936.125000 Penalty: 4731.377930
	Iteration 38Q: 3 clusters Score -1799936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1799936.875000 Penalty: 4731.377930
	Iteration 39Q: 3 clusters Score -1799937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1799938.000000 Penalty: 4731.377930
	Iteration 40F: 3 clusters Score -1799938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1799936.625000 Penalty: 4731.377930
	Iteration 41Q: 3 clusters Score -1799937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1799940.000000 Penalty: 4731.377930
	Iteration 42Q: 3 clusters Score -1799940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1799942.375000 Penalty: 4731.377930
	Iteration 43Q: 3 clusters Score -1799942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1799942.625000 Penalty: 4731.377930
	Iteration 44Q: 3 clusters Score -1799943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1799943.250000 Penalty: 4731.377930
	Iteration 45Q: 3 clusters Score -1799943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1799946.000000 Penalty: 4731.377930
	Iteration 46Q: 3 clusters Score -1799946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1799948.750000 Penalty: 4731.377930
	Iteration 47Q: 3 clusters Score -1799949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1799955.750000 Penalty: 4731.377930
	Iteration 48Q: 3 clusters Score -1799956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1799960.375000 Penalty: 4731.377930
	Iteration 49Q: 3 clusters Score -1799960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1799961.875000 Penalty: 4731.377930
	Iteration 50Q: 3 clusters Score -1799962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1799963.625000 Penalty: 4731.377930
	Iteration 51Q: 3 clusters Score -1799964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1799966.500000 Penalty: 4731.377930
	Iteration 52Q: 3 clusters Score -1799966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1799965.750000 Penalty: 4731.377930
	Iteration 53Q: 3 clusters Score -1799966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1799964.875000 Penalty: 4731.377930
	Iteration 54Q: 3 clusters Score -1799965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1799967.500000 Penalty: 4731.377930
	Iteration 55Q: 3 clusters Score -1799968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1799969.750000 Penalty: 4731.377930
	Iteration 56Q: 3 clusters Score -1799970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1799968.875000 Penalty: 4731.377930
	Iteration 57Q: 3 clusters Score -1799969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1799969.125000 Penalty: 4731.377930
	Iteration 58Q: 3 clusters Score -1799969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1799972.625000 Penalty: 4731.377930
	Iteration 59Q: 3 clusters Score -1799973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1799971.125000 Penalty: 4731.377930
	Iteration 60F: 3 clusters Score -1799971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1799972.000000 Penalty: 4731.377930
	Iteration 61Q: 3 clusters Score -1799972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1799976.750000 Penalty: 4731.377930
	Iteration 62Q: 3 clusters Score -1799977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1799977.375000 Penalty: 4731.377930
	Iteration 63Q: 3 clusters Score -1799977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1799980.625000 Penalty: 4731.377930
	Iteration 64Q: 3 clusters Score -1799981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1799980.375000 Penalty: 4731.377930
	Iteration 65Q: 3 clusters Score -1799980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1799980.375000 Penalty: 4731.377930
	Iteration 66F: 3 clusters Score -1799980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -2382810.750000 Penalty: 2433.478516
	Iteration 0F: 2 clusters Score -2382811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2369866.750000 Penalty: 4866.957031
	Iteration 0F: 3 clusters Score -2369867 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2374324.000000 Penalty: 4866.957031
	Iteration 1F: 3 clusters Score -2374324 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2375198.500000 Penalty: 4866.957031
	Iteration 2F: 3 clusters Score -2375198 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2376542.500000 Penalty: 4866.957031
	Iteration 3F: 3 clusters Score -2376542 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2378352.500000 Penalty: 4866.957031
	Iteration 4F: 3 clusters Score -2378352 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2379987.000000 Penalty: 4866.957031
	Iteration 5F: 3 clusters Score -2379987 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2380967.500000 Penalty: 4866.957031
	Iteration 6F: 3 clusters Score -2380968 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2381462.500000 Penalty: 4866.957031
	Iteration 7Q: 3 clusters Score -2381462 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2381705.000000 Penalty: 4866.957031
	Iteration 8Q: 3 clusters Score -2381705 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2381809.000000 Penalty: 4866.957031
	Iteration 9Q: 3 clusters Score -2381809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2381876.000000 Penalty: 4866.957031
	Iteration 10Q: 3 clusters Score -2381876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2381911.250000 Penalty: 4866.957031
	Iteration 11Q: 3 clusters Score -2381911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2381930.250000 Penalty: 4866.957031
	Iteration 12Q: 3 clusters Score -2381930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2381952.000000 Penalty: 4866.957031
	Iteration 13Q: 3 clusters Score -2381952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2381976.500000 Penalty: 4866.957031
	Iteration 14Q: 3 clusters Score -2381976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2381985.750000 Penalty: 4866.957031
	Iteration 15Q: 3 clusters Score -2381986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2382003.000000 Penalty: 4866.957031
	Iteration 16Q: 3 clusters Score -2382003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2382007.000000 Penalty: 4866.957031
	Iteration 17Q: 3 clusters Score -2382007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2382017.750000 Penalty: 4866.957031
	Iteration 18Q: 3 clusters Score -2382018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2382025.500000 Penalty: 4866.957031
	Iteration 19Q: 3 clusters Score -2382026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2382021.000000 Penalty: 4866.957031
	Iteration 20F: 3 clusters Score -2382021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2382022.750000 Penalty: 4866.957031
	Iteration 21Q: 3 clusters Score -2382023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2382033.000000 Penalty: 4866.957031
	Iteration 22Q: 3 clusters Score -2382033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2382040.000000 Penalty: 4866.957031
	Iteration 23Q: 3 clusters Score -2382040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2382041.500000 Penalty: 4866.957031
	Iteration 24Q: 3 clusters Score -2382042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2382050.000000 Penalty: 4866.957031
	Iteration 25Q: 3 clusters Score -2382050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2382054.750000 Penalty: 4866.957031
	Iteration 26Q: 3 clusters Score -2382055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2382053.500000 Penalty: 4866.957031
	Iteration 27Q: 3 clusters Score -2382054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2382053.250000 Penalty: 4866.957031
	Iteration 28Q: 3 clusters Score -2382053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2382057.250000 Penalty: 4866.957031
	Iteration 29Q: 3 clusters Score -2382057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2382062.500000 Penalty: 4866.957031
	Iteration 30Q: 3 clusters Score -2382062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2382063.250000 Penalty: 4866.957031
	Iteration 31Q: 3 clusters Score -2382063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2382064.250000 Penalty: 4866.957031
	Iteration 32Q: 3 clusters Score -2382064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2382064.500000 Penalty: 4866.957031
	Iteration 33Q: 3 clusters Score -2382064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2382065.500000 Penalty: 4866.957031
	Iteration 34Q: 3 clusters Score -2382066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2382069.000000 Penalty: 4866.957031
	Iteration 35Q: 3 clusters Score -2382069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2382069.750000 Penalty: 4866.957031
	Iteration 36Q: 3 clusters Score -2382070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2382072.750000 Penalty: 4866.957031
	Iteration 37Q: 3 clusters Score -2382073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2382072.250000 Penalty: 4866.957031
	Iteration 38Q: 3 clusters Score -2382072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2382068.750000 Penalty: 4866.957031
	Iteration 39Q: 3 clusters Score -2382069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2382071.000000 Penalty: 4866.957031
	Iteration 40F: 3 clusters Score -2382071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2382071.500000 Penalty: 4866.957031
	Iteration 41Q: 3 clusters Score -2382072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2382071.750000 Penalty: 4866.957031
	Iteration 42Q: 3 clusters Score -2382072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2382072.500000 Penalty: 4866.957031
	Iteration 43Q: 3 clusters Score -2382072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2382075.250000 Penalty: 4866.957031
	Iteration 44Q: 3 clusters Score -2382075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2382082.250000 Penalty: 4866.957031
	Iteration 45Q: 3 clusters Score -2382082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2382080.750000 Penalty: 4866.957031
	Iteration 46Q: 3 clusters Score -2382081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2382080.500000 Penalty: 4866.957031
	Iteration 47Q: 3 clusters Score -2382080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2382085.000000 Penalty: 4866.957031
	Iteration 48Q: 3 clusters Score -2382085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2382081.250000 Penalty: 4866.957031
	Iteration 49Q: 3 clusters Score -2382081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2382082.250000 Penalty: 4866.957031
	Iteration 50Q: 3 clusters Score -2382082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2382085.000000 Penalty: 4866.957031
	Iteration 51Q: 3 clusters Score -2382085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2382083.500000 Penalty: 4866.957031
	Iteration 52Q: 3 clusters Score -2382084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2382082.500000 Penalty: 4866.957031
	Iteration 53Q: 3 clusters Score -2382082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2382079.000000 Penalty: 4866.957031
	Iteration 54Q: 3 clusters Score -2382079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2382080.750000 Penalty: 4866.957031
	Iteration 55Q: 3 clusters Score -2382081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2382082.250000 Penalty: 4866.957031
	Iteration 56Q: 3 clusters Score -2382082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2382084.750000 Penalty: 4866.957031
	Iteration 57Q: 3 clusters Score -2382085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2382085.000000 Penalty: 4866.957031
	Iteration 58Q: 3 clusters Score -2382085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2382084.750000 Penalty: 4866.957031
	Iteration 59Q: 3 clusters Score -2382085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2382085.250000 Penalty: 4866.957031
	Iteration 60F: 3 clusters Score -2382085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2382089.000000 Penalty: 4866.957031
	Iteration 61Q: 3 clusters Score -2382089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2382089.750000 Penalty: 4866.957031
	Iteration 62Q: 3 clusters Score -2382090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2382089.250000 Penalty: 4866.957031
	Iteration 63Q: 3 clusters Score -2382089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2382090.500000 Penalty: 4866.957031
	Iteration 64Q: 3 clusters Score -2382090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2382092.250000 Penalty: 4866.957031
	Iteration 65Q: 3 clusters Score -2382092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2382091.000000 Penalty: 4866.957031
	Iteration 66Q: 3 clusters Score -2382091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2382087.000000 Penalty: 4866.957031
	Iteration 67Q: 3 clusters Score -2382087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2382085.250000 Penalty: 4866.957031
	Iteration 68Q: 3 clusters Score -2382085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2382085.250000 Penalty: 4866.957031
	Iteration 69F: 3 clusters Score -2382085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Entering Unmasked Estep 
Score: -13332878.000000 Penalty: 2858.484619
	Iteration 0F: 2 clusters Score -1.333288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -13265327.000000 Penalty: 5716.969238
	Iteration 0F: 3 clusters Score -1.326533e+07 nChanged 47814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -13292859.000000 Penalty: 5716.969238
	Iteration 1F: 3 clusters Score -1.329286e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -13294161.000000 Penalty: 5716.969238
	Iteration 2Q: 3 clusters Score -1.329416e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -13295911.000000 Penalty: 5716.969238
	Iteration 3Q: 3 clusters Score -1.329591e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -13298326.000000 Penalty: 5716.969238
	Iteration 4F: 3 clusters Score -1.329833e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -13301569.000000 Penalty: 5716.969238
	Iteration 5F: 3 clusters Score -1.330157e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -13305240.000000 Penalty: 5716.969238
	Iteration 6F: 3 clusters Score -1.330524e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -13308804.000000 Penalty: 5716.969238
	Iteration 7F: 3 clusters Score -1.33088e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -13311720.000000 Penalty: 5716.969238
	Iteration 8F: 3 clusters Score -1.331172e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -13314204.000000 Penalty: 5716.969238
	Iteration 9Q: 3 clusters Score -1.33142e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -13316230.000000 Penalty: 5716.969238
	Iteration 10Q: 3 clusters Score -1.331623e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -13318192.000000 Penalty: 5716.969238
	Iteration 11Q: 3 clusters Score -1.331819e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -13320019.000000 Penalty: 5716.969238
	Iteration 12Q: 3 clusters Score -1.332002e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -13321827.000000 Penalty: 5716.969238
	Iteration 13Q: 3 clusters Score -1.332183e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -13323213.000000 Penalty: 5716.969238
	Iteration 14Q: 3 clusters Score -1.332321e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -13324245.000000 Penalty: 5716.969238
	Iteration 15Q: 3 clusters Score -1.332424e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -13325143.000000 Penalty: 5716.969238
	Iteration 16Q: 3 clusters Score -1.332514e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -13325877.000000 Penalty: 5716.969238
	Iteration 17Q: 3 clusters Score -1.332588e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -13326391.000000 Penalty: 5716.969238
	Iteration 18Q: 3 clusters Score -1.332639e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -13326937.000000 Penalty: 5716.969238
	Iteration 19Q: 3 clusters Score -1.332694e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -13327395.000000 Penalty: 5716.969238
	Iteration 20F: 3 clusters Score -1.33274e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -13327849.000000 Penalty: 5716.969238
	Iteration 21Q: 3 clusters Score -1.332785e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -13328197.000000 Penalty: 5716.969238
	Iteration 22Q: 3 clusters Score -1.33282e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -13328533.000000 Penalty: 5716.969238
	Iteration 23Q: 3 clusters Score -1.332853e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -13328753.000000 Penalty: 5716.969238
	Iteration 24Q: 3 clusters Score -1.332875e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -13329018.000000 Penalty: 5716.969238
	Iteration 25Q: 3 clusters Score -1.332902e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -13329274.000000 Penalty: 5716.969238
	Iteration 26Q: 3 clusters Score -1.332927e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -13329465.000000 Penalty: 5716.969238
	Iteration 27Q: 3 clusters Score -1.332946e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -13329609.000000 Penalty: 5716.969238
	Iteration 28Q: 3 clusters Score -1.332961e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -13329723.000000 Penalty: 5716.969238
	Iteration 29Q: 3 clusters Score -1.332972e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -13329834.000000 Penalty: 5716.969238
	Iteration 30Q: 3 clusters Score -1.332983e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -13329941.000000 Penalty: 5716.969238
	Iteration 31Q: 3 clusters Score -1.332994e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -13330040.000000 Penalty: 5716.969238
	Iteration 32Q: 3 clusters Score -1.333004e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -13330115.000000 Penalty: 5716.969238
	Iteration 33Q: 3 clusters Score -1.333012e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -13330135.000000 Penalty: 5716.969238
	Iteration 34Q: 3 clusters Score -1.333014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -13330201.000000 Penalty: 5716.969238
	Iteration 35Q: 3 clusters Score -1.33302e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -13330216.000000 Penalty: 5716.969238
	Iteration 36Q: 3 clusters Score -1.333022e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -13330242.000000 Penalty: 5716.969238
	Iteration 37Q: 3 clusters Score -1.333024e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -13330285.000000 Penalty: 5716.969238
	Iteration 38Q: 3 clusters Score -1.333028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -13330298.000000 Penalty: 5716.969238
	Iteration 39Q: 3 clusters Score -1.33303e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -13330313.000000 Penalty: 5716.969238
	Iteration 40F: 3 clusters Score -1.333031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -13330323.000000 Penalty: 5716.969238
	Iteration 41Q: 3 clusters Score -1.333032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -13330352.000000 Penalty: 5716.969238
	Iteration 42Q: 3 clusters Score -1.333035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -13330387.000000 Penalty: 5716.969238
	Iteration 43Q: 3 clusters Score -1.333039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -13330388.000000 Penalty: 5716.969238
	Iteration 44Q: 3 clusters Score -1.333039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -13330406.000000 Penalty: 5716.969238
	Iteration 45Q: 3 clusters Score -1.333041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -13330406.000000 Penalty: 5716.969238
	Iteration 46Q: 3 clusters Score -1.333041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -13330411.000000 Penalty: 5716.969238
	Iteration 47Q: 3 clusters Score -1.333041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -13330413.000000 Penalty: 5716.969238
	Iteration 48Q: 3 clusters Score -1.333041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -13330411.000000 Penalty: 5716.969238
	Iteration 49Q: 3 clusters Score -1.333041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -13330419.000000 Penalty: 5716.969238
	Iteration 50Q: 3 clusters Score -1.333042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -13330412.000000 Penalty: 5716.969238
	Iteration 51Q: 3 clusters Score -1.333041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -13330409.000000 Penalty: 5716.969238
	Iteration 52Q: 3 clusters Score -1.333041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -13330420.000000 Penalty: 5716.969238
	Iteration 53Q: 3 clusters Score -1.333042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -13330420.000000 Penalty: 5716.969238
	Iteration 54Q: 3 clusters Score -1.333042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -13330448.000000 Penalty: 5716.969238
	Iteration 55Q: 3 clusters Score -1.333045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -13330467.000000 Penalty: 5716.969238
	Iteration 56Q: 3 clusters Score -1.333047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -13330463.000000 Penalty: 5716.969238
	Iteration 57Q: 3 clusters Score -1.333046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -13330458.000000 Penalty: 5716.969238
	Iteration 58Q: 3 clusters Score -1.333046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -13330461.000000 Penalty: 5716.969238
	Iteration 59Q: 3 clusters Score -1.333046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -13330483.000000 Penalty: 5716.969238
	Iteration 60F: 3 clusters Score -1.333048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -13330458.000000 Penalty: 5716.969238
	Iteration 61Q: 3 clusters Score -1.333046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -13330474.000000 Penalty: 5716.969238
	Iteration 62Q: 3 clusters Score -1.333047e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -13330481.000000 Penalty: 5716.969238
	Iteration 63Q: 3 clusters Score -1.333048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -13330486.000000 Penalty: 5716.969238
	Iteration 64Q: 3 clusters Score -1.333049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -13330504.000000 Penalty: 5716.969238
	Iteration 65Q: 3 clusters Score -1.33305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -13330522.000000 Penalty: 5716.969238
	Iteration 66Q: 3 clusters Score -1.333052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -13330541.000000 Penalty: 5716.969238
	Iteration 67Q: 3 clusters Score -1.333054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -13330545.000000 Penalty: 5716.969238
	Iteration 68Q: 3 clusters Score -1.333054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -13330547.000000 Penalty: 5716.969238
	Iteration 69Q: 3 clusters Score -1.333055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -13330541.000000 Penalty: 5716.969238
	Iteration 70Q: 3 clusters Score -1.333054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -13330534.000000 Penalty: 5716.969238
	Iteration 71Q: 3 clusters Score -1.333053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -13330550.000000 Penalty: 5716.969238
	Iteration 72Q: 3 clusters Score -1.333055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -13330551.000000 Penalty: 5716.969238
	Iteration 73Q: 3 clusters Score -1.333055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -13330570.000000 Penalty: 5716.969238
	Iteration 74Q: 3 clusters Score -1.333057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -13330575.000000 Penalty: 5716.969238
	Iteration 75Q: 3 clusters Score -1.333058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -13330568.000000 Penalty: 5716.969238
	Iteration 76Q: 3 clusters Score -1.333057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -13330568.000000 Penalty: 5716.969238
	Iteration 77Q: 3 clusters Score -1.333057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -13330567.000000 Penalty: 5716.969238
	Iteration 78Q: 3 clusters Score -1.333057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -13330563.000000 Penalty: 5716.969238
	Iteration 79Q: 3 clusters Score -1.333056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -13330570.000000 Penalty: 5716.969238
	Iteration 80F: 3 clusters Score -1.333057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -13330574.000000 Penalty: 5716.969238
	Iteration 81Q: 3 clusters Score -1.333057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -13330581.000000 Penalty: 5716.969238
	Iteration 82Q: 3 clusters Score -1.333058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 99974 members 
Entering Unmasked Estep 
Score: -13330575.000000 Penalty: 5716.969238
	Iteration 83Q: 3 clusters Score -1.333058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -13330580.000000 Penalty: 5716.969238
	Iteration 84Q: 3 clusters Score -1.333058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -13330583.000000 Penalty: 5716.969238
	Iteration 85Q: 3 clusters Score -1.333058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -13330583.000000 Penalty: 5716.969238
	Iteration 86F: 3 clusters Score -1.333058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100679.242188 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100679.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101068.476562 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -101068.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101176.781250 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101176.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101217.242188 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101217.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101242.085938 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101267.156250 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101294.906250 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101294.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101317.820312 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101337.726562 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101346.492188 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101347.648438 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101352.593750 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101360.382812 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -101370.101562 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101379.937500 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101382.484375 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101382.484375 Penalty: 3320.502686
	Iteration 16F: 3 clusters Score -101382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Entering Unmasked Estep 
Score: -2089413.250000 Penalty: 2400.166504
	Iteration 0F: 2 clusters Score -2089413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2077930.250000 Penalty: 4800.333008
	Iteration 0F: 3 clusters Score -2077930 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2081664.625000 Penalty: 4800.333008
	Iteration 1F: 3 clusters Score -2081665 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2082123.625000 Penalty: 4800.333008
	Iteration 2F: 3 clusters Score -2082124 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2082519.500000 Penalty: 4800.333008
	Iteration 3F: 3 clusters Score -2082520 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2082893.625000 Penalty: 4800.333008
	Iteration 4Q: 3 clusters Score -2082894 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2083322.750000 Penalty: 4800.333008
	Iteration 5F: 3 clusters Score -2083323 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2083852.375000 Penalty: 4800.333008
	Iteration 6F: 3 clusters Score -2083852 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2084437.500000 Penalty: 4800.333008
	Iteration 7F: 3 clusters Score -2084438 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2085025.000000 Penalty: 4800.333008
	Iteration 8F: 3 clusters Score -2085025 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2085593.625000 Penalty: 4800.333008
	Iteration 9Q: 3 clusters Score -2085594 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2086076.875000 Penalty: 4800.333008
	Iteration 10Q: 3 clusters Score -2086077 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2086452.875000 Penalty: 4800.333008
	Iteration 11Q: 3 clusters Score -2086453 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2086718.375000 Penalty: 4800.333008
	Iteration 12Q: 3 clusters Score -2086718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2086926.250000 Penalty: 4800.333008
	Iteration 13Q: 3 clusters Score -2086926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2087084.500000 Penalty: 4800.333008
	Iteration 14Q: 3 clusters Score -2087084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2087171.500000 Penalty: 4800.333008
	Iteration 15Q: 3 clusters Score -2087172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2087234.875000 Penalty: 4800.333008
	Iteration 16Q: 3 clusters Score -2087235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2087271.125000 Penalty: 4800.333008
	Iteration 17Q: 3 clusters Score -2087271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2087301.375000 Penalty: 4800.333008
	Iteration 18Q: 3 clusters Score -2087301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2087329.125000 Penalty: 4800.333008
	Iteration 19Q: 3 clusters Score -2087329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2087345.750000 Penalty: 4800.333008
	Iteration 20F: 3 clusters Score -2087346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2087362.250000 Penalty: 4800.333008
	Iteration 21Q: 3 clusters Score -2087362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2087388.250000 Penalty: 4800.333008
	Iteration 22Q: 3 clusters Score -2087388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2087410.375000 Penalty: 4800.333008
	Iteration 23Q: 3 clusters Score -2087410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2087444.000000 Penalty: 4800.333008
	Iteration 24Q: 3 clusters Score -2087444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2087479.125000 Penalty: 4800.333008
	Iteration 25Q: 3 clusters Score -2087479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2087518.750000 Penalty: 4800.333008
	Iteration 26Q: 3 clusters Score -2087519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2087553.250000 Penalty: 4800.333008
	Iteration 27Q: 3 clusters Score -2087553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2087582.125000 Penalty: 4800.333008
	Iteration 28Q: 3 clusters Score -2087582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2087603.250000 Penalty: 4800.333008
	Iteration 29Q: 3 clusters Score -2087603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2087625.750000 Penalty: 4800.333008
	Iteration 30Q: 3 clusters Score -2087626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2087643.750000 Penalty: 4800.333008
	Iteration 31Q: 3 clusters Score -2087644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2087661.250000 Penalty: 4800.333008
	Iteration 32Q: 3 clusters Score -2087661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2087670.375000 Penalty: 4800.333008
	Iteration 33Q: 3 clusters Score -2087670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2087678.500000 Penalty: 4800.333008
	Iteration 34Q: 3 clusters Score -2087678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2087690.125000 Penalty: 4800.333008
	Iteration 35Q: 3 clusters Score -2087690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2087706.375000 Penalty: 4800.333008
	Iteration 36Q: 3 clusters Score -2087706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2087716.625000 Penalty: 4800.333008
	Iteration 37Q: 3 clusters Score -2087717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2087721.500000 Penalty: 4800.333008
	Iteration 38Q: 3 clusters Score -2087722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2087729.875000 Penalty: 4800.333008
	Iteration 39Q: 3 clusters Score -2087730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2087746.000000 Penalty: 4800.333008
	Iteration 40F: 3 clusters Score -2087746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2087755.500000 Penalty: 4800.333008
	Iteration 41Q: 3 clusters Score -2087756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2087765.625000 Penalty: 4800.333008
	Iteration 42Q: 3 clusters Score -2087766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2087771.875000 Penalty: 4800.333008
	Iteration 43Q: 3 clusters Score -2087772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2087780.625000 Penalty: 4800.333008
	Iteration 44Q: 3 clusters Score -2087781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2087789.625000 Penalty: 4800.333008
	Iteration 45Q: 3 clusters Score -2087790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2087798.500000 Penalty: 4800.333008
	Iteration 46Q: 3 clusters Score -2087798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2087813.000000 Penalty: 4800.333008
	Iteration 47Q: 3 clusters Score -2087813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2087825.000000 Penalty: 4800.333008
	Iteration 48Q: 3 clusters Score -2087825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2087838.000000 Penalty: 4800.333008
	Iteration 49Q: 3 clusters Score -2087838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2087848.750000 Penalty: 4800.333008
	Iteration 50Q: 3 clusters Score -2087849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2087863.750000 Penalty: 4800.333008
	Iteration 51Q: 3 clusters Score -2087864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2087868.750000 Penalty: 4800.333008
	Iteration 52Q: 3 clusters Score -2087869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2087874.375000 Penalty: 4800.333008
	Iteration 53Q: 3 clusters Score -2087874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2087883.500000 Penalty: 4800.333008
	Iteration 54Q: 3 clusters Score -2087884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2087895.625000 Penalty: 4800.333008
	Iteration 55Q: 3 clusters Score -2087896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2087909.250000 Penalty: 4800.333008
	Iteration 56Q: 3 clusters Score -2087909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2087920.375000 Penalty: 4800.333008
	Iteration 57Q: 3 clusters Score -2087920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2087929.875000 Penalty: 4800.333008
	Iteration 58Q: 3 clusters Score -2087930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2087933.000000 Penalty: 4800.333008
	Iteration 59Q: 3 clusters Score -2087933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2087944.375000 Penalty: 4800.333008
	Iteration 60F: 3 clusters Score -2087944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2087948.625000 Penalty: 4800.333008
	Iteration 61Q: 3 clusters Score -2087949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2087952.875000 Penalty: 4800.333008
	Iteration 62Q: 3 clusters Score -2087953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2087957.375000 Penalty: 4800.333008
	Iteration 63Q: 3 clusters Score -2087957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2087964.625000 Penalty: 4800.333008
	Iteration 64Q: 3 clusters Score -2087965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2087972.375000 Penalty: 4800.333008
	Iteration 65Q: 3 clusters Score -2087972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2087974.875000 Penalty: 4800.333008
	Iteration 66Q: 3 clusters Score -2087975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2087978.250000 Penalty: 4800.333008
	Iteration 67Q: 3 clusters Score -2087978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2087981.250000 Penalty: 4800.333008
	Iteration 68Q: 3 clusters Score -2087981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2087983.750000 Penalty: 4800.333008
	Iteration 69Q: 3 clusters Score -2087984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2087987.125000 Penalty: 4800.333008
	Iteration 70Q: 3 clusters Score -2087987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2087983.000000 Penalty: 4800.333008
	Iteration 71Q: 3 clusters Score -2087983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2087983.000000 Penalty: 4800.333008
	Iteration 72F: 3 clusters Score -2087983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106439 members 
Entering Unmasked Estep 
Score: -14348499.000000 Penalty: 2870.681152
	Iteration 0F: 2 clusters Score -1.43485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -14277685.000000 Penalty: 5741.362305
	Iteration 0F: 3 clusters Score -1.427768e+07 nChanged 50359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -14306186.000000 Penalty: 5741.362305
	Iteration 1F: 3 clusters Score -1.430619e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -14306729.000000 Penalty: 5741.362305
	Iteration 2Q: 3 clusters Score -1.430673e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -14307397.000000 Penalty: 5741.362305
	Iteration 3Q: 3 clusters Score -1.43074e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -14308165.000000 Penalty: 5741.362305
	Iteration 4Q: 3 clusters Score -1.430816e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -14309075.000000 Penalty: 5741.362305
	Iteration 5Q: 3 clusters Score -1.430908e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -14310370.000000 Penalty: 5741.362305
	Iteration 6Q: 3 clusters Score -1.431037e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -14312383.000000 Penalty: 5741.362305
	Iteration 7Q: 3 clusters Score -1.431238e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -14315797.000000 Penalty: 5741.362305
	Iteration 8F: 3 clusters Score -1.43158e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -14320784.000000 Penalty: 5741.362305
	Iteration 9F: 3 clusters Score -1.432078e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -14327066.000000 Penalty: 5741.362305
	Iteration 10F: 3 clusters Score -1.432707e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -14333070.000000 Penalty: 5741.362305
	Iteration 11F: 3 clusters Score -1.433307e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -14337167.000000 Penalty: 5741.362305
	Iteration 12Q: 3 clusters Score -1.433717e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -14339971.000000 Penalty: 5741.362305
	Iteration 13Q: 3 clusters Score -1.433997e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -14341897.000000 Penalty: 5741.362305
	Iteration 14Q: 3 clusters Score -1.43419e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -14343096.000000 Penalty: 5741.362305
	Iteration 15Q: 3 clusters Score -1.43431e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -14343922.000000 Penalty: 5741.362305
	Iteration 16Q: 3 clusters Score -1.434392e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -14344533.000000 Penalty: 5741.362305
	Iteration 17Q: 3 clusters Score -1.434453e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -14344914.000000 Penalty: 5741.362305
	Iteration 18Q: 3 clusters Score -1.434491e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -14345187.000000 Penalty: 5741.362305
	Iteration 19Q: 3 clusters Score -1.434519e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -14345382.000000 Penalty: 5741.362305
	Iteration 20F: 3 clusters Score -1.434538e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -14345522.000000 Penalty: 5741.362305
	Iteration 21Q: 3 clusters Score -1.434552e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -14345594.000000 Penalty: 5741.362305
	Iteration 22Q: 3 clusters Score -1.434559e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -14345696.000000 Penalty: 5741.362305
	Iteration 23Q: 3 clusters Score -1.43457e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -14345763.000000 Penalty: 5741.362305
	Iteration 24Q: 3 clusters Score -1.434576e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -14345804.000000 Penalty: 5741.362305
	Iteration 25Q: 3 clusters Score -1.43458e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -14345827.000000 Penalty: 5741.362305
	Iteration 26Q: 3 clusters Score -1.434583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -14345857.000000 Penalty: 5741.362305
	Iteration 27Q: 3 clusters Score -1.434586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -14345882.000000 Penalty: 5741.362305
	Iteration 28Q: 3 clusters Score -1.434588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -14345897.000000 Penalty: 5741.362305
	Iteration 29Q: 3 clusters Score -1.43459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -14345903.000000 Penalty: 5741.362305
	Iteration 30Q: 3 clusters Score -1.43459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -14345914.000000 Penalty: 5741.362305
	Iteration 31Q: 3 clusters Score -1.434591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -14345929.000000 Penalty: 5741.362305
	Iteration 32Q: 3 clusters Score -1.434593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -14345945.000000 Penalty: 5741.362305
	Iteration 33Q: 3 clusters Score -1.434594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -14345961.000000 Penalty: 5741.362305
	Iteration 34Q: 3 clusters Score -1.434596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -14345968.000000 Penalty: 5741.362305
	Iteration 35Q: 3 clusters Score -1.434597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -14345988.000000 Penalty: 5741.362305
	Iteration 36Q: 3 clusters Score -1.434599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -14346005.000000 Penalty: 5741.362305
	Iteration 37Q: 3 clusters Score -1.4346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -14346012.000000 Penalty: 5741.362305
	Iteration 38Q: 3 clusters Score -1.434601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -14346022.000000 Penalty: 5741.362305
	Iteration 39Q: 3 clusters Score -1.434602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -14346028.000000 Penalty: 5741.362305
	Iteration 40F: 3 clusters Score -1.434603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -14346039.000000 Penalty: 5741.362305
	Iteration 41Q: 3 clusters Score -1.434604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -14346039.000000 Penalty: 5741.362305
	Iteration 42Q: 3 clusters Score -1.434604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -14346046.000000 Penalty: 5741.362305
	Iteration 43Q: 3 clusters Score -1.434605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -14346056.000000 Penalty: 5741.362305
	Iteration 44Q: 3 clusters Score -1.434606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -14346056.000000 Penalty: 5741.362305
	Iteration 45F: 3 clusters Score -1.434606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -685745.187500 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -685745.2 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 2617 members 
Entering Unmasked Estep 
Score: -681102.062500 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -681102.1 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -682385.562500 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -682385.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -682820.500000 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -682820.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -683217.125000 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -683217.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -683549.375000 Penalty: 4243.026367
	Iteration 4F: 3 clusters Score -683549.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -683891.375000 Penalty: 4243.026367
	Iteration 5F: 3 clusters Score -683891.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -684226.625000 Penalty: 4243.026367
	Iteration 6F: 3 clusters Score -684226.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -684431.625000 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -684431.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -684557.375000 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -684557.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -684644.937500 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -684644.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -684714.750000 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -684714.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -684778.375000 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -684778.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -684829.250000 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -684829.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -684869.062500 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -684869.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -684905.375000 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -684905.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -684928.625000 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -684928.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -684950.187500 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -684950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -684965.625000 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -684965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -684973.875000 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -684973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -684978.750000 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -684978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -684984.187500 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -684984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -684986.000000 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -684986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -684986.937500 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -684986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -684989.500000 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -684989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -684990.375000 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -684990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -684992.437500 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -684992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -684991.875000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -684991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -684992.000000 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -684992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -684991.437500 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -684991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -684992.687500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -684992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -684991.687500 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -684991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -684993.937500 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -684993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -684994.625000 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -684994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -684994.750000 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -684994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -684994.062500 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -684994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -684995.312500 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -684995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -684995.312500 Penalty: 4243.026367
	Iteration 36F: 3 clusters Score -684995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Entering Unmasked Estep 
Score: -1835823.375000 Penalty: 2369.022461
	Iteration 0F: 2 clusters Score -1835823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1825642.875000 Penalty: 4738.044922
	Iteration 0F: 3 clusters Score -1825643 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1829034.000000 Penalty: 4738.044922
	Iteration 1F: 3 clusters Score -1829034 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1829702.625000 Penalty: 4738.044922
	Iteration 2F: 3 clusters Score -1829703 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1830410.500000 Penalty: 4738.044922
	Iteration 3F: 3 clusters Score -1830410 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1831085.500000 Penalty: 4738.044922
	Iteration 4F: 3 clusters Score -1831086 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1831707.500000 Penalty: 4738.044922
	Iteration 5F: 3 clusters Score -1831708 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1832232.625000 Penalty: 4738.044922
	Iteration 6F: 3 clusters Score -1832233 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1832640.125000 Penalty: 4738.044922
	Iteration 7Q: 3 clusters Score -1832640 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1832945.000000 Penalty: 4738.044922
	Iteration 8Q: 3 clusters Score -1832945 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1833189.250000 Penalty: 4738.044922
	Iteration 9Q: 3 clusters Score -1833189 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1833375.125000 Penalty: 4738.044922
	Iteration 10Q: 3 clusters Score -1833375 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1833551.875000 Penalty: 4738.044922
	Iteration 11Q: 3 clusters Score -1833552 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1833780.875000 Penalty: 4738.044922
	Iteration 12Q: 3 clusters Score -1833781 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1834026.250000 Penalty: 4738.044922
	Iteration 13Q: 3 clusters Score -1834026 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1834280.000000 Penalty: 4738.044922
	Iteration 14Q: 3 clusters Score -1834280 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1834487.500000 Penalty: 4738.044922
	Iteration 15Q: 3 clusters Score -1834488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1834652.500000 Penalty: 4738.044922
	Iteration 16Q: 3 clusters Score -1834652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1834749.875000 Penalty: 4738.044922
	Iteration 17Q: 3 clusters Score -1834750 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1834824.500000 Penalty: 4738.044922
	Iteration 18Q: 3 clusters Score -1834824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1834862.875000 Penalty: 4738.044922
	Iteration 19Q: 3 clusters Score -1834863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1834889.375000 Penalty: 4738.044922
	Iteration 20F: 3 clusters Score -1834889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1834905.750000 Penalty: 4738.044922
	Iteration 21Q: 3 clusters Score -1834906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1834917.625000 Penalty: 4738.044922
	Iteration 22Q: 3 clusters Score -1834918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1834932.000000 Penalty: 4738.044922
	Iteration 23Q: 3 clusters Score -1834932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1834939.250000 Penalty: 4738.044922
	Iteration 24Q: 3 clusters Score -1834939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1834951.375000 Penalty: 4738.044922
	Iteration 25Q: 3 clusters Score -1834951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1834958.375000 Penalty: 4738.044922
	Iteration 26Q: 3 clusters Score -1834958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1834961.125000 Penalty: 4738.044922
	Iteration 27Q: 3 clusters Score -1834961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1834962.500000 Penalty: 4738.044922
	Iteration 28Q: 3 clusters Score -1834962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1834965.000000 Penalty: 4738.044922
	Iteration 29Q: 3 clusters Score -1834965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1834966.000000 Penalty: 4738.044922
	Iteration 30Q: 3 clusters Score -1834966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1834967.500000 Penalty: 4738.044922
	Iteration 31Q: 3 clusters Score -1834968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1834969.125000 Penalty: 4738.044922
	Iteration 32Q: 3 clusters Score -1834969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1834969.625000 Penalty: 4738.044922
	Iteration 33Q: 3 clusters Score -1834970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1834974.000000 Penalty: 4738.044922
	Iteration 34Q: 3 clusters Score -1834974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1834973.125000 Penalty: 4738.044922
	Iteration 35Q: 3 clusters Score -1834973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1834975.625000 Penalty: 4738.044922
	Iteration 36Q: 3 clusters Score -1834976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1834979.250000 Penalty: 4738.044922
	Iteration 37Q: 3 clusters Score -1834979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1834977.000000 Penalty: 4738.044922
	Iteration 38Q: 3 clusters Score -1834977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1834981.625000 Penalty: 4738.044922
	Iteration 39Q: 3 clusters Score -1834982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1834982.750000 Penalty: 4738.044922
	Iteration 40F: 3 clusters Score -1834983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1834980.125000 Penalty: 4738.044922
	Iteration 41Q: 3 clusters Score -1834980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1834980.500000 Penalty: 4738.044922
	Iteration 42Q: 3 clusters Score -1834980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1834980.500000 Penalty: 4738.044922
	Iteration 43F: 3 clusters Score -1834980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -538529.937500 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -538529.9 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 1930 members 
Entering Unmasked Estep 
Score: -534623.125000 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -534623.1 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -535517.062500 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -535517.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -535694.062500 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -535694.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -535803.687500 Penalty: 4108.863770
	Iteration 3Q: 3 clusters Score -535803.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -535871.000000 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -535871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -535918.562500 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -535918.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -535946.875000 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -535946.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -535967.250000 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -535967.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -535985.812500 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -535985.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -535997.937500 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -535997.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -536008.375000 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -536008.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -536016.750000 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -536016.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -536026.187500 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -536026.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -536031.062500 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -536031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -536035.625000 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -536035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -536039.312500 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -536039.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -536043.562500 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -536043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -536046.812500 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -536046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -536050.375000 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -536050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -536053.250000 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -536053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -536056.312500 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -536056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -536057.875000 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -536057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -536057.937500 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -536057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -536060.125000 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -536060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -536062.687500 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -536062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -536064.625000 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -536064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -536066.500000 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -536066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -536068.062500 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -536068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -536067.812500 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -536067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -536067.812500 Penalty: 4108.863770
	Iteration 29F: 3 clusters Score -536067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49851.839844 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49851.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50008.183594 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -50008.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50040.855469 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -50040.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50050.121094 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50050.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50059.574219 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50059.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50065.058594 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50065.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50065.058594 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -50065.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Entering Unmasked Estep 
Score: -1198480.250000 Penalty: 2259.244385
	Iteration 0F: 2 clusters Score -1198480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1191466.250000 Penalty: 4518.488770
	Iteration 0F: 3 clusters Score -1191466 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1193444.500000 Penalty: 4518.488770
	Iteration 1F: 3 clusters Score -1193444 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1193863.500000 Penalty: 4518.488770
	Iteration 2F: 3 clusters Score -1193864 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1194342.250000 Penalty: 4518.488770
	Iteration 3F: 3 clusters Score -1194342 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1194907.375000 Penalty: 4518.488770
	Iteration 4F: 3 clusters Score -1194907 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1195472.125000 Penalty: 4518.488770
	Iteration 5F: 3 clusters Score -1195472 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1195851.125000 Penalty: 4518.488770
	Iteration 6F: 3 clusters Score -1195851 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1196075.250000 Penalty: 4518.488770
	Iteration 7Q: 3 clusters Score -1196075 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1196208.375000 Penalty: 4518.488770
	Iteration 8Q: 3 clusters Score -1196208 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1196299.500000 Penalty: 4518.488770
	Iteration 9Q: 3 clusters Score -1196300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1196358.000000 Penalty: 4518.488770
	Iteration 10Q: 3 clusters Score -1196358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1196390.250000 Penalty: 4518.488770
	Iteration 11Q: 3 clusters Score -1196390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1196410.125000 Penalty: 4518.488770
	Iteration 12Q: 3 clusters Score -1196410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1196417.000000 Penalty: 4518.488770
	Iteration 13Q: 3 clusters Score -1196417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1196425.750000 Penalty: 4518.488770
	Iteration 14Q: 3 clusters Score -1196426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1196431.375000 Penalty: 4518.488770
	Iteration 15Q: 3 clusters Score -1196431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1196436.000000 Penalty: 4518.488770
	Iteration 16Q: 3 clusters Score -1196436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1196442.375000 Penalty: 4518.488770
	Iteration 17Q: 3 clusters Score -1196442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1196441.625000 Penalty: 4518.488770
	Iteration 18Q: 3 clusters Score -1196442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1196444.250000 Penalty: 4518.488770
	Iteration 19Q: 3 clusters Score -1196444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1196446.125000 Penalty: 4518.488770
	Iteration 20F: 3 clusters Score -1196446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1196448.250000 Penalty: 4518.488770
	Iteration 21Q: 3 clusters Score -1196448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1196447.500000 Penalty: 4518.488770
	Iteration 22Q: 3 clusters Score -1196448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1196446.375000 Penalty: 4518.488770
	Iteration 23Q: 3 clusters Score -1196446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1196446.375000 Penalty: 4518.488770
	Iteration 24Q: 3 clusters Score -1196446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1196446.375000 Penalty: 4518.488770
	Iteration 25F: 3 clusters Score -1196446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -890669.937500 Penalty: 2200.724121
	Iteration 0F: 2 clusters Score -890669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -884835.750000 Penalty: 4401.448242
	Iteration 0F: 3 clusters Score -884835.8 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -886365.312500 Penalty: 4401.448242
	Iteration 1F: 3 clusters Score -886365.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -886736.750000 Penalty: 4401.448242
	Iteration 2F: 3 clusters Score -886736.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -887114.625000 Penalty: 4401.448242
	Iteration 3F: 3 clusters Score -887114.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -887608.812500 Penalty: 4401.448242
	Iteration 4F: 3 clusters Score -887608.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -888275.625000 Penalty: 4401.448242
	Iteration 5F: 3 clusters Score -888275.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -888882.187500 Penalty: 4401.448242
	Iteration 6F: 3 clusters Score -888882.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -889315.812500 Penalty: 4401.448242
	Iteration 7F: 3 clusters Score -889315.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -889506.187500 Penalty: 4401.448242
	Iteration 8Q: 3 clusters Score -889506.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -889602.687500 Penalty: 4401.448242
	Iteration 9Q: 3 clusters Score -889602.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -889652.000000 Penalty: 4401.448242
	Iteration 10Q: 3 clusters Score -889652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -889680.187500 Penalty: 4401.448242
	Iteration 11Q: 3 clusters Score -889680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -889702.250000 Penalty: 4401.448242
	Iteration 12Q: 3 clusters Score -889702.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -889722.125000 Penalty: 4401.448242
	Iteration 13Q: 3 clusters Score -889722.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -889739.500000 Penalty: 4401.448242
	Iteration 14Q: 3 clusters Score -889739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -889748.687500 Penalty: 4401.448242
	Iteration 15Q: 3 clusters Score -889748.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -889754.375000 Penalty: 4401.448242
	Iteration 16Q: 3 clusters Score -889754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -889757.750000 Penalty: 4401.448242
	Iteration 17Q: 3 clusters Score -889757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -889759.500000 Penalty: 4401.448242
	Iteration 18Q: 3 clusters Score -889759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -889760.000000 Penalty: 4401.448242
	Iteration 19Q: 3 clusters Score -889760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -889761.875000 Penalty: 4401.448242
	Iteration 20F: 3 clusters Score -889761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -889760.750000 Penalty: 4401.448242
	Iteration 21Q: 3 clusters Score -889760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -889760.250000 Penalty: 4401.448242
	Iteration 22Q: 3 clusters Score -889760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -889761.750000 Penalty: 4401.448242
	Iteration 23Q: 3 clusters Score -889761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -889761.750000 Penalty: 4401.448242
	Iteration 24F: 3 clusters Score -889761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Entering Unmasked Estep 
Score: -5450281.000000 Penalty: 2629.047852
	Iteration 0F: 2 clusters Score -5450281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5423007.500000 Penalty: 5258.095703
	Iteration 0F: 3 clusters Score -5423008 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -5433014.500000 Penalty: 5258.095703
	Iteration 1F: 3 clusters Score -5433014 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5433629.500000 Penalty: 5258.095703
	Iteration 2Q: 3 clusters Score -5433630 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5434361.500000 Penalty: 5258.095703
	Iteration 3Q: 3 clusters Score -5434362 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5435214.500000 Penalty: 5258.095703
	Iteration 4Q: 3 clusters Score -5435214 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5436414.000000 Penalty: 5258.095703
	Iteration 5F: 3 clusters Score -5436414 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5437832.500000 Penalty: 5258.095703
	Iteration 6F: 3 clusters Score -5437832 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5439511.000000 Penalty: 5258.095703
	Iteration 7F: 3 clusters Score -5439511 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5441163.500000 Penalty: 5258.095703
	Iteration 8F: 3 clusters Score -5441164 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -5442624.000000 Penalty: 5258.095703
	Iteration 9Q: 3 clusters Score -5442624 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5443697.000000 Penalty: 5258.095703
	Iteration 10Q: 3 clusters Score -5443697 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -5444421.000000 Penalty: 5258.095703
	Iteration 11Q: 3 clusters Score -5444421 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -5444842.000000 Penalty: 5258.095703
	Iteration 12Q: 3 clusters Score -5444842 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -5445081.500000 Penalty: 5258.095703
	Iteration 13Q: 3 clusters Score -5445082 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5445255.500000 Penalty: 5258.095703
	Iteration 14Q: 3 clusters Score -5445256 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5445344.000000 Penalty: 5258.095703
	Iteration 15Q: 3 clusters Score -5445344 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5445447.000000 Penalty: 5258.095703
	Iteration 16Q: 3 clusters Score -5445447 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5445522.500000 Penalty: 5258.095703
	Iteration 17Q: 3 clusters Score -5445522 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5445589.000000 Penalty: 5258.095703
	Iteration 18Q: 3 clusters Score -5445589 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5445700.000000 Penalty: 5258.095703
	Iteration 19Q: 3 clusters Score -5445700 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5445760.500000 Penalty: 5258.095703
	Iteration 20F: 3 clusters Score -5445760 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5445840.000000 Penalty: 5258.095703
	Iteration 21Q: 3 clusters Score -5445840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5445948.000000 Penalty: 5258.095703
	Iteration 22Q: 3 clusters Score -5445948 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5446100.000000 Penalty: 5258.095703
	Iteration 23Q: 3 clusters Score -5446100 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5446248.500000 Penalty: 5258.095703
	Iteration 24Q: 3 clusters Score -5446248 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5446410.000000 Penalty: 5258.095703
	Iteration 25Q: 3 clusters Score -5446410 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5446583.500000 Penalty: 5258.095703
	Iteration 26Q: 3 clusters Score -5446584 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5446768.500000 Penalty: 5258.095703
	Iteration 27Q: 3 clusters Score -5446768 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5446960.500000 Penalty: 5258.095703
	Iteration 28Q: 3 clusters Score -5446960 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5447117.500000 Penalty: 5258.095703
	Iteration 29Q: 3 clusters Score -5447118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5447255.000000 Penalty: 5258.095703
	Iteration 30Q: 3 clusters Score -5447255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5447385.000000 Penalty: 5258.095703
	Iteration 31Q: 3 clusters Score -5447385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5447523.000000 Penalty: 5258.095703
	Iteration 32Q: 3 clusters Score -5447523 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5447622.000000 Penalty: 5258.095703
	Iteration 33Q: 3 clusters Score -5447622 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5447695.500000 Penalty: 5258.095703
	Iteration 34Q: 3 clusters Score -5447696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5447759.500000 Penalty: 5258.095703
	Iteration 35Q: 3 clusters Score -5447760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5447809.500000 Penalty: 5258.095703
	Iteration 36Q: 3 clusters Score -5447810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5447854.500000 Penalty: 5258.095703
	Iteration 37Q: 3 clusters Score -5447854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5447883.500000 Penalty: 5258.095703
	Iteration 38Q: 3 clusters Score -5447884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5447941.000000 Penalty: 5258.095703
	Iteration 39Q: 3 clusters Score -5447941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5447957.000000 Penalty: 5258.095703
	Iteration 40F: 3 clusters Score -5447957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5447995.000000 Penalty: 5258.095703
	Iteration 41Q: 3 clusters Score -5447995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5448016.500000 Penalty: 5258.095703
	Iteration 42Q: 3 clusters Score -5448016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5448024.000000 Penalty: 5258.095703
	Iteration 43Q: 3 clusters Score -5448024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5448028.500000 Penalty: 5258.095703
	Iteration 44Q: 3 clusters Score -5448028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5448033.000000 Penalty: 5258.095703
	Iteration 45Q: 3 clusters Score -5448033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5448044.500000 Penalty: 5258.095703
	Iteration 46Q: 3 clusters Score -5448044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5448048.500000 Penalty: 5258.095703
	Iteration 47Q: 3 clusters Score -5448048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5448058.500000 Penalty: 5258.095703
	Iteration 48Q: 3 clusters Score -5448058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5448072.500000 Penalty: 5258.095703
	Iteration 49Q: 3 clusters Score -5448072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5448068.500000 Penalty: 5258.095703
	Iteration 50Q: 3 clusters Score -5448068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5448064.000000 Penalty: 5258.095703
	Iteration 51Q: 3 clusters Score -5448064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5448074.500000 Penalty: 5258.095703
	Iteration 52Q: 3 clusters Score -5448074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5448072.500000 Penalty: 5258.095703
	Iteration 53Q: 3 clusters Score -5448072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5448070.000000 Penalty: 5258.095703
	Iteration 54Q: 3 clusters Score -5448070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5448065.500000 Penalty: 5258.095703
	Iteration 55Q: 3 clusters Score -5448066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5448070.500000 Penalty: 5258.095703
	Iteration 56Q: 3 clusters Score -5448070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5448065.500000 Penalty: 5258.095703
	Iteration 57Q: 3 clusters Score -5448066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5448058.500000 Penalty: 5258.095703
	Iteration 58Q: 3 clusters Score -5448058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5448068.500000 Penalty: 5258.095703
	Iteration 59Q: 3 clusters Score -5448068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5448069.000000 Penalty: 5258.095703
	Iteration 60F: 3 clusters Score -5448069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Entering Unmasked Estep 
Score: -22688144.000000 Penalty: 2987.269043
	Iteration 0F: 2 clusters Score -2.268814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -22581250.000000 Penalty: 5974.538086
	Iteration 0F: 3 clusters Score -2.258125e+07 nChanged 81675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -22629296.000000 Penalty: 5974.538086
	Iteration 1F: 3 clusters Score -2.26293e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -22631100.000000 Penalty: 5974.538086
	Iteration 2Q: 3 clusters Score -2.26311e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -22632926.000000 Penalty: 5974.538086
	Iteration 3Q: 3 clusters Score -2.263293e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -22635764.000000 Penalty: 5974.538086
	Iteration 4Q: 3 clusters Score -2.263576e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -22639784.000000 Penalty: 5974.538086
	Iteration 5Q: 3 clusters Score -2.263978e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -22645440.000000 Penalty: 5974.538086
	Iteration 6F: 3 clusters Score -2.264544e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -22653554.000000 Penalty: 5974.538086
	Iteration 7F: 3 clusters Score -2.265355e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -22663468.000000 Penalty: 5974.538086
	Iteration 8F: 3 clusters Score -2.266347e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 92659 members 
Entering Unmasked Estep 
Score: -22671362.000000 Penalty: 5974.538086
	Iteration 9F: 3 clusters Score -2.267136e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -22675854.000000 Penalty: 5974.538086
	Iteration 10Q: 3 clusters Score -2.267585e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -22678238.000000 Penalty: 5974.538086
	Iteration 11Q: 3 clusters Score -2.267824e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -22680018.000000 Penalty: 5974.538086
	Iteration 12Q: 3 clusters Score -2.268002e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -22681890.000000 Penalty: 5974.538086
	Iteration 13Q: 3 clusters Score -2.268189e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -22683506.000000 Penalty: 5974.538086
	Iteration 14Q: 3 clusters Score -2.268351e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -22684788.000000 Penalty: 5974.538086
	Iteration 15Q: 3 clusters Score -2.268479e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -22685904.000000 Penalty: 5974.538086
	Iteration 16Q: 3 clusters Score -2.26859e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -22686468.000000 Penalty: 5974.538086
	Iteration 17Q: 3 clusters Score -2.268647e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -22686928.000000 Penalty: 5974.538086
	Iteration 18Q: 3 clusters Score -2.268693e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -22687078.000000 Penalty: 5974.538086
	Iteration 19Q: 3 clusters Score -2.268708e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -22687160.000000 Penalty: 5974.538086
	Iteration 20F: 3 clusters Score -2.268716e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -22687262.000000 Penalty: 5974.538086
	Iteration 21Q: 3 clusters Score -2.268726e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -22687320.000000 Penalty: 5974.538086
	Iteration 22Q: 3 clusters Score -2.268732e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -22687358.000000 Penalty: 5974.538086
	Iteration 23Q: 3 clusters Score -2.268736e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -22687340.000000 Penalty: 5974.538086
	Iteration 24Q: 3 clusters Score -2.268734e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -22687374.000000 Penalty: 5974.538086
	Iteration 25Q: 3 clusters Score -2.268737e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -22687408.000000 Penalty: 5974.538086
	Iteration 26Q: 3 clusters Score -2.268741e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -22687360.000000 Penalty: 5974.538086
	Iteration 27Q: 3 clusters Score -2.268736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -22687338.000000 Penalty: 5974.538086
	Iteration 28Q: 3 clusters Score -2.268734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -22687366.000000 Penalty: 5974.538086
	Iteration 29Q: 3 clusters Score -2.268737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -22687334.000000 Penalty: 5974.538086
	Iteration 30Q: 3 clusters Score -2.268733e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -22687344.000000 Penalty: 5974.538086
	Iteration 31Q: 3 clusters Score -2.268734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -22687346.000000 Penalty: 5974.538086
	Iteration 32Q: 3 clusters Score -2.268735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -22687330.000000 Penalty: 5974.538086
	Iteration 33Q: 3 clusters Score -2.268733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -22687352.000000 Penalty: 5974.538086
	Iteration 34Q: 3 clusters Score -2.268735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -22687362.000000 Penalty: 5974.538086
	Iteration 35Q: 3 clusters Score -2.268736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -22687364.000000 Penalty: 5974.538086
	Iteration 36Q: 3 clusters Score -2.268736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -22687362.000000 Penalty: 5974.538086
	Iteration 37Q: 3 clusters Score -2.268736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -22687370.000000 Penalty: 5974.538086
	Iteration 38Q: 3 clusters Score -2.268737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -22687370.000000 Penalty: 5974.538086
	Iteration 39Q: 3 clusters Score -2.268737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -22687366.000000 Penalty: 5974.538086
	Iteration 40F: 3 clusters Score -2.268737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -22687358.000000 Penalty: 5974.538086
	Iteration 41Q: 3 clusters Score -2.268736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 42Q: 3 clusters Score -2.268735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -22687352.000000 Penalty: 5974.538086
	Iteration 43Q: 3 clusters Score -2.268735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 44Q: 3 clusters Score -2.268735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -22687360.000000 Penalty: 5974.538086
	Iteration 45Q: 3 clusters Score -2.268736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -22687362.000000 Penalty: 5974.538086
	Iteration 46Q: 3 clusters Score -2.268736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 47Q: 3 clusters Score -2.268735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 48Q: 3 clusters Score -2.268735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -22687348.000000 Penalty: 5974.538086
	Iteration 49Q: 3 clusters Score -2.268735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -22687352.000000 Penalty: 5974.538086
	Iteration 50Q: 3 clusters Score -2.268735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -22687342.000000 Penalty: 5974.538086
	Iteration 51Q: 3 clusters Score -2.268734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -22687348.000000 Penalty: 5974.538086
	Iteration 52Q: 3 clusters Score -2.268735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 53Q: 3 clusters Score -2.268735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -22687336.000000 Penalty: 5974.538086
	Iteration 54Q: 3 clusters Score -2.268734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -22687334.000000 Penalty: 5974.538086
	Iteration 55Q: 3 clusters Score -2.268733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -22687352.000000 Penalty: 5974.538086
	Iteration 56Q: 3 clusters Score -2.268735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -22687344.000000 Penalty: 5974.538086
	Iteration 57Q: 3 clusters Score -2.268734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -22687358.000000 Penalty: 5974.538086
	Iteration 58Q: 3 clusters Score -2.268736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -22687362.000000 Penalty: 5974.538086
	Iteration 59Q: 3 clusters Score -2.268736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -22687360.000000 Penalty: 5974.538086
	Iteration 60F: 3 clusters Score -2.268736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -22687358.000000 Penalty: 5974.538086
	Iteration 61Q: 3 clusters Score -2.268736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -22687348.000000 Penalty: 5974.538086
	Iteration 62Q: 3 clusters Score -2.268735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 100826 members 
Entering Unmasked Estep 
Score: -22687356.000000 Penalty: 5974.538086
	Iteration 63Q: 3 clusters Score -2.268736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -22687354.000000 Penalty: 5974.538086
	Iteration 64Q: 3 clusters Score -2.268735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -22687342.000000 Penalty: 5974.538086
	Iteration 65Q: 3 clusters Score -2.268734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 66Q: 3 clusters Score -2.268735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -22687356.000000 Penalty: 5974.538086
	Iteration 67Q: 3 clusters Score -2.268736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -22687366.000000 Penalty: 5974.538086
	Iteration 68Q: 3 clusters Score -2.268737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -22687350.000000 Penalty: 5974.538086
	Iteration 69Q: 3 clusters Score -2.268735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -22687354.000000 Penalty: 5974.538086
	Iteration 70Q: 3 clusters Score -2.268735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -22687354.000000 Penalty: 5974.538086
	Iteration 71F: 3 clusters Score -2.268735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131683 members 
Entering Unmasked Estep 
Score: -17219066.000000 Penalty: 2923.461914
	Iteration 0F: 2 clusters Score -1.721907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -17131372.000000 Penalty: 5846.923828
	Iteration 0F: 3 clusters Score -1.713137e+07 nChanged 62793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -17167674.000000 Penalty: 5846.923828
	Iteration 1F: 3 clusters Score -1.716767e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -17168898.000000 Penalty: 5846.923828
	Iteration 2Q: 3 clusters Score -1.71689e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -17170616.000000 Penalty: 5846.923828
	Iteration 3Q: 3 clusters Score -1.717062e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -17172922.000000 Penalty: 5846.923828
	Iteration 4Q: 3 clusters Score -1.717292e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -17176168.000000 Penalty: 5846.923828
	Iteration 5F: 3 clusters Score -1.717617e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -17180326.000000 Penalty: 5846.923828
	Iteration 6F: 3 clusters Score -1.718033e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -17184542.000000 Penalty: 5846.923828
	Iteration 7F: 3 clusters Score -1.718454e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -17187928.000000 Penalty: 5846.923828
	Iteration 8F: 3 clusters Score -1.718793e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -17190640.000000 Penalty: 5846.923828
	Iteration 9F: 3 clusters Score -1.719064e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -17192324.000000 Penalty: 5846.923828
	Iteration 10Q: 3 clusters Score -1.719232e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -17193492.000000 Penalty: 5846.923828
	Iteration 11Q: 3 clusters Score -1.719349e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -17194200.000000 Penalty: 5846.923828
	Iteration 12Q: 3 clusters Score -1.71942e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -17194748.000000 Penalty: 5846.923828
	Iteration 13Q: 3 clusters Score -1.719475e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -17195130.000000 Penalty: 5846.923828
	Iteration 14Q: 3 clusters Score -1.719513e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -17195424.000000 Penalty: 5846.923828
	Iteration 15Q: 3 clusters Score -1.719542e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -17195668.000000 Penalty: 5846.923828
	Iteration 16Q: 3 clusters Score -1.719567e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -17195934.000000 Penalty: 5846.923828
	Iteration 17Q: 3 clusters Score -1.719593e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -17196212.000000 Penalty: 5846.923828
	Iteration 18Q: 3 clusters Score -1.719621e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -17196716.000000 Penalty: 5846.923828
	Iteration 19Q: 3 clusters Score -1.719672e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -17197180.000000 Penalty: 5846.923828
	Iteration 20F: 3 clusters Score -1.719718e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -17197726.000000 Penalty: 5846.923828
	Iteration 21Q: 3 clusters Score -1.719773e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -17198232.000000 Penalty: 5846.923828
	Iteration 22Q: 3 clusters Score -1.719823e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -17198924.000000 Penalty: 5846.923828
	Iteration 23Q: 3 clusters Score -1.719892e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -17199976.000000 Penalty: 5846.923828
	Iteration 24Q: 3 clusters Score -1.719998e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -17201386.000000 Penalty: 5846.923828
	Iteration 25Q: 3 clusters Score -1.720139e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112657 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -17203194.000000 Penalty: 5846.923828
	Iteration 26Q: 3 clusters Score -1.720319e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116737 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -17205548.000000 Penalty: 5846.923828
	Iteration 27Q: 3 clusters Score -1.720555e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -17208306.000000 Penalty: 5846.923828
	Iteration 28Q: 3 clusters Score -1.720831e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -17211124.000000 Penalty: 5846.923828
	Iteration 29Q: 3 clusters Score -1.721112e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -17213512.000000 Penalty: 5846.923828
	Iteration 30Q: 3 clusters Score -1.721351e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -17214984.000000 Penalty: 5846.923828
	Iteration 31Q: 3 clusters Score -1.721498e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -17215642.000000 Penalty: 5846.923828
	Iteration 32Q: 3 clusters Score -1.721564e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130651 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17216058.000000 Penalty: 5846.923828
	Iteration 33Q: 3 clusters Score -1.721606e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130904 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17216258.000000 Penalty: 5846.923828
	Iteration 34Q: 3 clusters Score -1.721626e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17216378.000000 Penalty: 5846.923828
	Iteration 35Q: 3 clusters Score -1.721638e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131099 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -17216420.000000 Penalty: 5846.923828
	Iteration 36Q: 3 clusters Score -1.721642e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17216480.000000 Penalty: 5846.923828
	Iteration 37Q: 3 clusters Score -1.721648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -17216518.000000 Penalty: 5846.923828
	Iteration 38Q: 3 clusters Score -1.721652e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17216530.000000 Penalty: 5846.923828
	Iteration 39Q: 3 clusters Score -1.721653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17216532.000000 Penalty: 5846.923828
	Iteration 40F: 3 clusters Score -1.721653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131224 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17216552.000000 Penalty: 5846.923828
	Iteration 41Q: 3 clusters Score -1.721655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17216578.000000 Penalty: 5846.923828
	Iteration 42Q: 3 clusters Score -1.721658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17216598.000000 Penalty: 5846.923828
	Iteration 43Q: 3 clusters Score -1.72166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17216588.000000 Penalty: 5846.923828
	Iteration 44Q: 3 clusters Score -1.721659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -17216596.000000 Penalty: 5846.923828
	Iteration 45Q: 3 clusters Score -1.72166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -17216594.000000 Penalty: 5846.923828
	Iteration 46Q: 3 clusters Score -1.721659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17216578.000000 Penalty: 5846.923828
	Iteration 47Q: 3 clusters Score -1.721658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17216580.000000 Penalty: 5846.923828
	Iteration 48Q: 3 clusters Score -1.721658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17216594.000000 Penalty: 5846.923828
	Iteration 49Q: 3 clusters Score -1.721659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17216594.000000 Penalty: 5846.923828
	Iteration 50F: 3 clusters Score -1.721659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Entering Unmasked Estep 
Score: -3897016.750000 Penalty: 2545.590576
	Iteration 0F: 2 clusters Score -3897017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3877253.500000 Penalty: 5091.181152
	Iteration 0F: 3 clusters Score -3877254 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3884409.000000 Penalty: 5091.181152
	Iteration 1F: 3 clusters Score -3884409 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3884885.250000 Penalty: 5091.181152
	Iteration 2Q: 3 clusters Score -3884885 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3885362.500000 Penalty: 5091.181152
	Iteration 3Q: 3 clusters Score -3885362 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3885897.000000 Penalty: 5091.181152
	Iteration 4Q: 3 clusters Score -3885897 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3886599.250000 Penalty: 5091.181152
	Iteration 5Q: 3 clusters Score -3886599 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3887611.000000 Penalty: 5091.181152
	Iteration 6F: 3 clusters Score -3887611 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3889023.750000 Penalty: 5091.181152
	Iteration 7F: 3 clusters Score -3889024 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3890623.750000 Penalty: 5091.181152
	Iteration 8F: 3 clusters Score -3890624 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3892118.250000 Penalty: 5091.181152
	Iteration 9F: 3 clusters Score -3892118 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3893272.250000 Penalty: 5091.181152
	Iteration 10Q: 3 clusters Score -3893272 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3893976.250000 Penalty: 5091.181152
	Iteration 11Q: 3 clusters Score -3893976 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3894343.000000 Penalty: 5091.181152
	Iteration 12Q: 3 clusters Score -3894343 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3894515.750000 Penalty: 5091.181152
	Iteration 13Q: 3 clusters Score -3894516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3894649.750000 Penalty: 5091.181152
	Iteration 14Q: 3 clusters Score -3894650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3894722.750000 Penalty: 5091.181152
	Iteration 15Q: 3 clusters Score -3894723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3894773.250000 Penalty: 5091.181152
	Iteration 16Q: 3 clusters Score -3894773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3894809.750000 Penalty: 5091.181152
	Iteration 17Q: 3 clusters Score -3894810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3894828.500000 Penalty: 5091.181152
	Iteration 18Q: 3 clusters Score -3894828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3894839.750000 Penalty: 5091.181152
	Iteration 19Q: 3 clusters Score -3894840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3894852.000000 Penalty: 5091.181152
	Iteration 20F: 3 clusters Score -3894852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3894859.250000 Penalty: 5091.181152
	Iteration 21Q: 3 clusters Score -3894859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3894864.000000 Penalty: 5091.181152
	Iteration 22Q: 3 clusters Score -3894864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3894871.250000 Penalty: 5091.181152
	Iteration 23Q: 3 clusters Score -3894871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3894872.250000 Penalty: 5091.181152
	Iteration 24Q: 3 clusters Score -3894872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3894880.000000 Penalty: 5091.181152
	Iteration 25Q: 3 clusters Score -3894880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3894880.000000 Penalty: 5091.181152
	Iteration 26F: 3 clusters Score -3894880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (215819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215819 members 
Entering Unmasked Estep 
Score: -28870110.000000 Penalty: 3045.984375
	Iteration 0F: 2 clusters Score -2.887011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -28732910.000000 Penalty: 6091.968750
	Iteration 0F: 3 clusters Score -2.873291e+07 nChanged 104044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -28794328.000000 Penalty: 6091.968750
	Iteration 1F: 3 clusters Score -2.879433e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -28795720.000000 Penalty: 6091.968750
	Iteration 2Q: 3 clusters Score -2.879572e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -28797768.000000 Penalty: 6091.968750
	Iteration 3Q: 3 clusters Score -2.879777e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 126562 members 
Entering Unmasked Estep 
Score: -28801284.000000 Penalty: 6091.968750
	Iteration 4Q: 3 clusters Score -2.880128e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -28807314.000000 Penalty: 6091.968750
	Iteration 5F: 3 clusters Score -2.880731e+07 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 150382 members 
Entering Unmasked Estep 
Score: -28816684.000000 Penalty: 6091.968750
	Iteration 6F: 3 clusters Score -2.881668e+07 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -28830184.000000 Penalty: 6091.968750
	Iteration 7F: 3 clusters Score -2.883018e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 183003 members 
Entering Unmasked Estep 
Score: -28844316.000000 Penalty: 6091.968750
	Iteration 8F: 3 clusters Score -2.884432e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -28854908.000000 Penalty: 6091.968750
	Iteration 9F: 3 clusters Score -2.885491e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 206583 members 
Entering Unmasked Estep 
Score: -28861740.000000 Penalty: 6091.968750
	Iteration 10Q: 3 clusters Score -2.886174e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 212201 members 
Entering Unmasked Estep 
Score: -28865072.000000 Penalty: 6091.968750
	Iteration 11Q: 3 clusters Score -2.886507e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 214579 members 
Entering Unmasked Estep 
Score: -28866464.000000 Penalty: 6091.968750
	Iteration 12Q: 3 clusters Score -2.886646e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 215358 members 
Entering Unmasked Estep 
Score: -28867010.000000 Penalty: 6091.968750
	Iteration 13Q: 3 clusters Score -2.886701e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 215535 members 
Entering Unmasked Estep 
Score: -28867264.000000 Penalty: 6091.968750
	Iteration 14Q: 3 clusters Score -2.886726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 215573 members 
Entering Unmasked Estep 
Score: -28867302.000000 Penalty: 6091.968750
	Iteration 15Q: 3 clusters Score -2.88673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215596 members 
Entering Unmasked Estep 
Score: -28867320.000000 Penalty: 6091.968750
	Iteration 16Q: 3 clusters Score -2.886732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 215608 members 
Entering Unmasked Estep 
Score: -28867358.000000 Penalty: 6091.968750
	Iteration 17Q: 3 clusters Score -2.886736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215617 members 
Entering Unmasked Estep 
Score: -28867384.000000 Penalty: 6091.968750
	Iteration 18Q: 3 clusters Score -2.886738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215619 members 
Entering Unmasked Estep 
Score: -28867386.000000 Penalty: 6091.968750
	Iteration 19Q: 3 clusters Score -2.886739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -28867394.000000 Penalty: 6091.968750
	Iteration 20F: 3 clusters Score -2.886739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -28867392.000000 Penalty: 6091.968750
	Iteration 21Q: 3 clusters Score -2.886739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -28867392.000000 Penalty: 6091.968750
	Iteration 22F: 3 clusters Score -2.886739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Entering Unmasked Estep 
Score: -4953019.000000 Penalty: 2609.814453
	Iteration 0F: 2 clusters Score -4953019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4927915.000000 Penalty: 5219.628906
	Iteration 0F: 3 clusters Score -4927915 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4937321.000000 Penalty: 5219.628906
	Iteration 1F: 3 clusters Score -4937321 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4938102.500000 Penalty: 5219.628906
	Iteration 2F: 3 clusters Score -4938102 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4939058.500000 Penalty: 5219.628906
	Iteration 3F: 3 clusters Score -4939058 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4940067.500000 Penalty: 5219.628906
	Iteration 4F: 3 clusters Score -4940068 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4941267.500000 Penalty: 5219.628906
	Iteration 5F: 3 clusters Score -4941268 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4942645.000000 Penalty: 5219.628906
	Iteration 6F: 3 clusters Score -4942645 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4944242.000000 Penalty: 5219.628906
	Iteration 7F: 3 clusters Score -4944242 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4945846.500000 Penalty: 5219.628906
	Iteration 8F: 3 clusters Score -4945846 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4947294.000000 Penalty: 5219.628906
	Iteration 9F: 3 clusters Score -4947294 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4948384.000000 Penalty: 5219.628906
	Iteration 10Q: 3 clusters Score -4948384 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4949119.500000 Penalty: 5219.628906
	Iteration 11Q: 3 clusters Score -4949120 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4949629.500000 Penalty: 5219.628906
	Iteration 12Q: 3 clusters Score -4949630 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4949896.000000 Penalty: 5219.628906
	Iteration 13Q: 3 clusters Score -4949896 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4950024.000000 Penalty: 5219.628906
	Iteration 14Q: 3 clusters Score -4950024 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4950052.000000 Penalty: 5219.628906
	Iteration 15Q: 3 clusters Score -4950052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4950081.500000 Penalty: 5219.628906
	Iteration 16Q: 3 clusters Score -4950082 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4950101.500000 Penalty: 5219.628906
	Iteration 17Q: 3 clusters Score -4950102 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4950120.500000 Penalty: 5219.628906
	Iteration 18Q: 3 clusters Score -4950120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4950131.500000 Penalty: 5219.628906
	Iteration 19Q: 3 clusters Score -4950132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4950146.500000 Penalty: 5219.628906
	Iteration 20F: 3 clusters Score -4950146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4950165.500000 Penalty: 5219.628906
	Iteration 21Q: 3 clusters Score -4950166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4950179.500000 Penalty: 5219.628906
	Iteration 22Q: 3 clusters Score -4950180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4950184.500000 Penalty: 5219.628906
	Iteration 23Q: 3 clusters Score -4950184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4950205.000000 Penalty: 5219.628906
	Iteration 24Q: 3 clusters Score -4950205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -4950219.000000 Penalty: 5219.628906
	Iteration 25Q: 3 clusters Score -4950219 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4950233.500000 Penalty: 5219.628906
	Iteration 26Q: 3 clusters Score -4950234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4950246.500000 Penalty: 5219.628906
	Iteration 27Q: 3 clusters Score -4950246 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4950259.500000 Penalty: 5219.628906
	Iteration 28Q: 3 clusters Score -4950260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4950280.500000 Penalty: 5219.628906
	Iteration 29Q: 3 clusters Score -4950280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4950284.500000 Penalty: 5219.628906
	Iteration 30Q: 3 clusters Score -4950284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4950321.000000 Penalty: 5219.628906
	Iteration 31Q: 3 clusters Score -4950321 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4950361.000000 Penalty: 5219.628906
	Iteration 32Q: 3 clusters Score -4950361 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4950389.500000 Penalty: 5219.628906
	Iteration 33Q: 3 clusters Score -4950390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4950414.000000 Penalty: 5219.628906
	Iteration 34Q: 3 clusters Score -4950414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -4950452.500000 Penalty: 5219.628906
	Iteration 35Q: 3 clusters Score -4950452 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4950478.000000 Penalty: 5219.628906
	Iteration 36Q: 3 clusters Score -4950478 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4950530.500000 Penalty: 5219.628906
	Iteration 37Q: 3 clusters Score -4950530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4950565.000000 Penalty: 5219.628906
	Iteration 38Q: 3 clusters Score -4950565 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4950605.000000 Penalty: 5219.628906
	Iteration 39Q: 3 clusters Score -4950605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4950666.000000 Penalty: 5219.628906
	Iteration 40F: 3 clusters Score -4950666 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4950729.000000 Penalty: 5219.628906
	Iteration 41Q: 3 clusters Score -4950729 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4950787.500000 Penalty: 5219.628906
	Iteration 42Q: 3 clusters Score -4950788 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4950883.000000 Penalty: 5219.628906
	Iteration 43Q: 3 clusters Score -4950883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4950974.500000 Penalty: 5219.628906
	Iteration 44Q: 3 clusters Score -4950974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -4951079.000000 Penalty: 5219.628906
	Iteration 45Q: 3 clusters Score -4951079 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4951188.000000 Penalty: 5219.628906
	Iteration 46Q: 3 clusters Score -4951188 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4951297.500000 Penalty: 5219.628906
	Iteration 47Q: 3 clusters Score -4951298 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4951436.000000 Penalty: 5219.628906
	Iteration 48Q: 3 clusters Score -4951436 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4951614.500000 Penalty: 5219.628906
	Iteration 49Q: 3 clusters Score -4951614 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4951746.000000 Penalty: 5219.628906
	Iteration 50Q: 3 clusters Score -4951746 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4951842.500000 Penalty: 5219.628906
	Iteration 51Q: 3 clusters Score -4951842 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4951938.500000 Penalty: 5219.628906
	Iteration 52Q: 3 clusters Score -4951938 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4952020.500000 Penalty: 5219.628906
	Iteration 53Q: 3 clusters Score -4952020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4952087.500000 Penalty: 5219.628906
	Iteration 54Q: 3 clusters Score -4952088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4952147.000000 Penalty: 5219.628906
	Iteration 55Q: 3 clusters Score -4952147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4952199.000000 Penalty: 5219.628906
	Iteration 56Q: 3 clusters Score -4952199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4952225.500000 Penalty: 5219.628906
	Iteration 57Q: 3 clusters Score -4952226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4952271.000000 Penalty: 5219.628906
	Iteration 58Q: 3 clusters Score -4952271 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4952296.500000 Penalty: 5219.628906
	Iteration 59Q: 3 clusters Score -4952296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4952324.500000 Penalty: 5219.628906
	Iteration 60F: 3 clusters Score -4952324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4952362.500000 Penalty: 5219.628906
	Iteration 61Q: 3 clusters Score -4952362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4952385.500000 Penalty: 5219.628906
	Iteration 62Q: 3 clusters Score -4952386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4952423.500000 Penalty: 5219.628906
	Iteration 63Q: 3 clusters Score -4952424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4952428.000000 Penalty: 5219.628906
	Iteration 64Q: 3 clusters Score -4952428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4952441.500000 Penalty: 5219.628906
	Iteration 65Q: 3 clusters Score -4952442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4952451.000000 Penalty: 5219.628906
	Iteration 66Q: 3 clusters Score -4952451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4952455.500000 Penalty: 5219.628906
	Iteration 67Q: 3 clusters Score -4952456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4952464.500000 Penalty: 5219.628906
	Iteration 68Q: 3 clusters Score -4952464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4952478.000000 Penalty: 5219.628906
	Iteration 69Q: 3 clusters Score -4952478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4952474.500000 Penalty: 5219.628906
	Iteration 70Q: 3 clusters Score -4952474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4952471.000000 Penalty: 5219.628906
	Iteration 71Q: 3 clusters Score -4952471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4952485.000000 Penalty: 5219.628906
	Iteration 72Q: 3 clusters Score -4952485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4952496.500000 Penalty: 5219.628906
	Iteration 73Q: 3 clusters Score -4952496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4952499.000000 Penalty: 5219.628906
	Iteration 74Q: 3 clusters Score -4952499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4952498.500000 Penalty: 5219.628906
	Iteration 75Q: 3 clusters Score -4952498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4952501.500000 Penalty: 5219.628906
	Iteration 76Q: 3 clusters Score -4952502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4952504.500000 Penalty: 5219.628906
	Iteration 77Q: 3 clusters Score -4952504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4952504.500000 Penalty: 5219.628906
	Iteration 78F: 3 clusters Score -4952504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -865622.250000 Penalty: 2204.548340
	Iteration 0F: 2 clusters Score -865622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -859719.375000 Penalty: 4409.096680
	Iteration 0F: 3 clusters Score -859719.4 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -861504.687500 Penalty: 4409.096680
	Iteration 1F: 3 clusters Score -861504.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -861907.187500 Penalty: 4409.096680
	Iteration 2F: 3 clusters Score -861907.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -862207.687500 Penalty: 4409.096680
	Iteration 3F: 3 clusters Score -862207.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -862449.437500 Penalty: 4409.096680
	Iteration 4F: 3 clusters Score -862449.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -862671.437500 Penalty: 4409.096680
	Iteration 5Q: 3 clusters Score -862671.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -862869.937500 Penalty: 4409.096680
	Iteration 6Q: 3 clusters Score -862869.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -863017.625000 Penalty: 4409.096680
	Iteration 7Q: 3 clusters Score -863017.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -863163.375000 Penalty: 4409.096680
	Iteration 8Q: 3 clusters Score -863163.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -863319.062500 Penalty: 4409.096680
	Iteration 9Q: 3 clusters Score -863319.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -863459.562500 Penalty: 4409.096680
	Iteration 10Q: 3 clusters Score -863459.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -863567.625000 Penalty: 4409.096680
	Iteration 11Q: 3 clusters Score -863567.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -863670.687500 Penalty: 4409.096680
	Iteration 12Q: 3 clusters Score -863670.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -863759.437500 Penalty: 4409.096680
	Iteration 13Q: 3 clusters Score -863759.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -863842.687500 Penalty: 4409.096680
	Iteration 14Q: 3 clusters Score -863842.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -863935.625000 Penalty: 4409.096680
	Iteration 15Q: 3 clusters Score -863935.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -864040.812500 Penalty: 4409.096680
	Iteration 16Q: 3 clusters Score -864040.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -864154.875000 Penalty: 4409.096680
	Iteration 17Q: 3 clusters Score -864154.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -864245.187500 Penalty: 4409.096680
	Iteration 18Q: 3 clusters Score -864245.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -864320.937500 Penalty: 4409.096680
	Iteration 19Q: 3 clusters Score -864320.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -864382.125000 Penalty: 4409.096680
	Iteration 20F: 3 clusters Score -864382.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -864442.187500 Penalty: 4409.096680
	Iteration 21Q: 3 clusters Score -864442.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -864482.500000 Penalty: 4409.096680
	Iteration 22Q: 3 clusters Score -864482.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -864512.312500 Penalty: 4409.096680
	Iteration 23Q: 3 clusters Score -864512.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -864535.750000 Penalty: 4409.096680
	Iteration 24Q: 3 clusters Score -864535.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -864554.937500 Penalty: 4409.096680
	Iteration 25Q: 3 clusters Score -864554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -864579.125000 Penalty: 4409.096680
	Iteration 26Q: 3 clusters Score -864579.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -864596.125000 Penalty: 4409.096680
	Iteration 27Q: 3 clusters Score -864596.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -864617.812500 Penalty: 4409.096680
	Iteration 28Q: 3 clusters Score -864617.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -864642.750000 Penalty: 4409.096680
	Iteration 29Q: 3 clusters Score -864642.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -864670.125000 Penalty: 4409.096680
	Iteration 30Q: 3 clusters Score -864670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -864696.750000 Penalty: 4409.096680
	Iteration 31Q: 3 clusters Score -864696.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -864714.062500 Penalty: 4409.096680
	Iteration 32Q: 3 clusters Score -864714.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -864729.312500 Penalty: 4409.096680
	Iteration 33Q: 3 clusters Score -864729.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -864743.750000 Penalty: 4409.096680
	Iteration 34Q: 3 clusters Score -864743.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -864753.750000 Penalty: 4409.096680
	Iteration 35Q: 3 clusters Score -864753.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -864765.375000 Penalty: 4409.096680
	Iteration 36Q: 3 clusters Score -864765.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -864773.812500 Penalty: 4409.096680
	Iteration 37Q: 3 clusters Score -864773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -864788.187500 Penalty: 4409.096680
	Iteration 38Q: 3 clusters Score -864788.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -864806.187500 Penalty: 4409.096680
	Iteration 39Q: 3 clusters Score -864806.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -864826.187500 Penalty: 4409.096680
	Iteration 40F: 3 clusters Score -864826.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -864844.562500 Penalty: 4409.096680
	Iteration 41Q: 3 clusters Score -864844.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -864861.000000 Penalty: 4409.096680
	Iteration 42Q: 3 clusters Score -864861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -864883.312500 Penalty: 4409.096680
	Iteration 43Q: 3 clusters Score -864883.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -864909.125000 Penalty: 4409.096680
	Iteration 44Q: 3 clusters Score -864909.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -864923.812500 Penalty: 4409.096680
	Iteration 45Q: 3 clusters Score -864923.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -864932.187500 Penalty: 4409.096680
	Iteration 46Q: 3 clusters Score -864932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -864937.187500 Penalty: 4409.096680
	Iteration 47Q: 3 clusters Score -864937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -864939.500000 Penalty: 4409.096680
	Iteration 48Q: 3 clusters Score -864939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -864943.437500 Penalty: 4409.096680
	Iteration 49Q: 3 clusters Score -864943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -864945.312500 Penalty: 4409.096680
	Iteration 50Q: 3 clusters Score -864945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -864944.375000 Penalty: 4409.096680
	Iteration 51Q: 3 clusters Score -864944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -864945.500000 Penalty: 4409.096680
	Iteration 52Q: 3 clusters Score -864945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -864945.562500 Penalty: 4409.096680
	Iteration 53Q: 3 clusters Score -864945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -864946.437500 Penalty: 4409.096680
	Iteration 54Q: 3 clusters Score -864946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -864946.437500 Penalty: 4409.096680
	Iteration 55F: 3 clusters Score -864946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -697937.500000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -697937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -693188.187500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -693188.2 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -694332.000000 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -694332 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -694525.687500 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -694525.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -694665.125000 Penalty: 4261.504883
	Iteration 3Q: 3 clusters Score -694665.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -694767.500000 Penalty: 4261.504883
	Iteration 4Q: 3 clusters Score -694767.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -694830.437500 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -694830.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -694888.625000 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -694888.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -694930.500000 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -694930.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -694957.125000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -694957.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -694991.375000 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -694991.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -695026.875000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -695026.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -695060.625000 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -695060.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -695101.625000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -695101.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -695145.875000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -695145.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -695192.312500 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -695192.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -695226.937500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -695226.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -695251.812500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -695251.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -695272.250000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -695272.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -695313.375000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -695313.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -695365.687500 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -695365.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -695413.562500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -695413.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -695462.937500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -695462.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -695510.562500 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -695510.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -695560.125000 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -695560.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -695603.937500 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -695603.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -695654.125000 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -695654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -695709.750000 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -695709.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -695753.750000 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -695753.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -695794.375000 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -695794.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -695836.187500 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -695836.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -695888.750000 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -695888.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -695929.750000 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -695929.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -695961.312500 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -695961.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -695986.687500 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -695986.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -696004.875000 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -696004.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -696021.875000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -696021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -696041.250000 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -696041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -696059.000000 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -696059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -696071.875000 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -696071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -696088.187500 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -696088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -696096.562500 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -696096.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -696107.500000 Penalty: 4261.504883
	Iteration 41Q: 3 clusters Score -696107.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -696118.125000 Penalty: 4261.504883
	Iteration 42Q: 3 clusters Score -696118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -696126.000000 Penalty: 4261.504883
	Iteration 43Q: 3 clusters Score -696126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -696133.812500 Penalty: 4261.504883
	Iteration 44Q: 3 clusters Score -696133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -696138.125000 Penalty: 4261.504883
	Iteration 45Q: 3 clusters Score -696138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -696144.625000 Penalty: 4261.504883
	Iteration 46Q: 3 clusters Score -696144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -696150.125000 Penalty: 4261.504883
	Iteration 47Q: 3 clusters Score -696150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -696159.062500 Penalty: 4261.504883
	Iteration 48Q: 3 clusters Score -696159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696166.750000 Penalty: 4261.504883
	Iteration 49Q: 3 clusters Score -696166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -696172.687500 Penalty: 4261.504883
	Iteration 50Q: 3 clusters Score -696172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -696181.187500 Penalty: 4261.504883
	Iteration 51Q: 3 clusters Score -696181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -696189.750000 Penalty: 4261.504883
	Iteration 52Q: 3 clusters Score -696189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -696191.812500 Penalty: 4261.504883
	Iteration 53Q: 3 clusters Score -696191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -696199.000000 Penalty: 4261.504883
	Iteration 54Q: 3 clusters Score -696199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -696202.562500 Penalty: 4261.504883
	Iteration 55Q: 3 clusters Score -696202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -696208.125000 Penalty: 4261.504883
	Iteration 56Q: 3 clusters Score -696208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -696212.500000 Penalty: 4261.504883
	Iteration 57Q: 3 clusters Score -696212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -696213.437500 Penalty: 4261.504883
	Iteration 58Q: 3 clusters Score -696213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -696215.187500 Penalty: 4261.504883
	Iteration 59Q: 3 clusters Score -696215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -696215.500000 Penalty: 4261.504883
	Iteration 60F: 3 clusters Score -696215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114808 members 
Entering Unmasked Estep 
Score: -15134230.000000 Penalty: 2889.452148
	Iteration 0F: 2 clusters Score -1.513423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -15058278.000000 Penalty: 5778.904297
	Iteration 0F: 3 clusters Score -1.505828e+07 nChanged 54397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -15090012.000000 Penalty: 5778.904297
	Iteration 1F: 3 clusters Score -1.509001e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -15092110.000000 Penalty: 5778.904297
	Iteration 2Q: 3 clusters Score -1.509211e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -15095240.000000 Penalty: 5778.904297
	Iteration 3F: 3 clusters Score -1.509524e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -15100422.000000 Penalty: 5778.904297
	Iteration 4F: 3 clusters Score -1.510042e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -15107350.000000 Penalty: 5778.904297
	Iteration 5F: 3 clusters Score -1.510735e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -15115310.000000 Penalty: 5778.904297
	Iteration 6F: 3 clusters Score -1.511531e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -15122107.000000 Penalty: 5778.904297
	Iteration 7F: 3 clusters Score -1.512211e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -15126739.000000 Penalty: 5778.904297
	Iteration 8Q: 3 clusters Score -1.512674e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -15129309.000000 Penalty: 5778.904297
	Iteration 9Q: 3 clusters Score -1.512931e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -15130620.000000 Penalty: 5778.904297
	Iteration 10Q: 3 clusters Score -1.513062e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15131255.000000 Penalty: 5778.904297
	Iteration 11Q: 3 clusters Score -1.513126e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113900 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15131530.000000 Penalty: 5778.904297
	Iteration 12Q: 3 clusters Score -1.513153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15131683.000000 Penalty: 5778.904297
	Iteration 13Q: 3 clusters Score -1.513168e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15131796.000000 Penalty: 5778.904297
	Iteration 14Q: 3 clusters Score -1.51318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15131835.000000 Penalty: 5778.904297
	Iteration 15Q: 3 clusters Score -1.513184e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15131862.000000 Penalty: 5778.904297
	Iteration 16Q: 3 clusters Score -1.513186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15131888.000000 Penalty: 5778.904297
	Iteration 17Q: 3 clusters Score -1.513189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15131901.000000 Penalty: 5778.904297
	Iteration 18Q: 3 clusters Score -1.51319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114241 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15131909.000000 Penalty: 5778.904297
	Iteration 19Q: 3 clusters Score -1.513191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15131917.000000 Penalty: 5778.904297
	Iteration 20F: 3 clusters Score -1.513192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15131938.000000 Penalty: 5778.904297
	Iteration 21Q: 3 clusters Score -1.513194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15131958.000000 Penalty: 5778.904297
	Iteration 22Q: 3 clusters Score -1.513196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15131969.000000 Penalty: 5778.904297
	Iteration 23Q: 3 clusters Score -1.513197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15131965.000000 Penalty: 5778.904297
	Iteration 24Q: 3 clusters Score -1.513196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15131978.000000 Penalty: 5778.904297
	Iteration 25Q: 3 clusters Score -1.513198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15131977.000000 Penalty: 5778.904297
	Iteration 26Q: 3 clusters Score -1.513198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114278 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15131975.000000 Penalty: 5778.904297
	Iteration 27Q: 3 clusters Score -1.513198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15131975.000000 Penalty: 5778.904297
	Iteration 28Q: 3 clusters Score -1.513198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15131975.000000 Penalty: 5778.904297
	Iteration 29F: 3 clusters Score -1.513198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Entering Unmasked Estep 
Score: -2323290.750000 Penalty: 2444.866699
	Iteration 0F: 2 clusters Score -2323291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2309841.500000 Penalty: 4889.733398
	Iteration 0F: 3 clusters Score -2309842 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2314365.000000 Penalty: 4889.733398
	Iteration 1F: 3 clusters Score -2314365 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2314928.750000 Penalty: 4889.733398
	Iteration 2F: 3 clusters Score -2314929 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2315480.250000 Penalty: 4889.733398
	Iteration 3F: 3 clusters Score -2315480 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2316095.500000 Penalty: 4889.733398
	Iteration 4F: 3 clusters Score -2316096 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2316706.500000 Penalty: 4889.733398
	Iteration 5F: 3 clusters Score -2316706 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2317427.250000 Penalty: 4889.733398
	Iteration 6F: 3 clusters Score -2317427 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2318244.750000 Penalty: 4889.733398
	Iteration 7F: 3 clusters Score -2318245 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2319113.000000 Penalty: 4889.733398
	Iteration 8F: 3 clusters Score -2319113 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2319862.500000 Penalty: 4889.733398
	Iteration 9Q: 3 clusters Score -2319862 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2320435.250000 Penalty: 4889.733398
	Iteration 10Q: 3 clusters Score -2320435 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2320830.250000 Penalty: 4889.733398
	Iteration 11Q: 3 clusters Score -2320830 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2321087.000000 Penalty: 4889.733398
	Iteration 12Q: 3 clusters Score -2321087 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2321235.250000 Penalty: 4889.733398
	Iteration 13Q: 3 clusters Score -2321235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2321317.750000 Penalty: 4889.733398
	Iteration 14Q: 3 clusters Score -2321318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2321381.000000 Penalty: 4889.733398
	Iteration 15Q: 3 clusters Score -2321381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2321421.250000 Penalty: 4889.733398
	Iteration 16Q: 3 clusters Score -2321421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2321459.250000 Penalty: 4889.733398
	Iteration 17Q: 3 clusters Score -2321459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2321490.000000 Penalty: 4889.733398
	Iteration 18Q: 3 clusters Score -2321490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2321526.750000 Penalty: 4889.733398
	Iteration 19Q: 3 clusters Score -2321527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2321546.750000 Penalty: 4889.733398
	Iteration 20F: 3 clusters Score -2321547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2321563.750000 Penalty: 4889.733398
	Iteration 21Q: 3 clusters Score -2321564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2321579.250000 Penalty: 4889.733398
	Iteration 22Q: 3 clusters Score -2321579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2321590.500000 Penalty: 4889.733398
	Iteration 23Q: 3 clusters Score -2321590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2321600.000000 Penalty: 4889.733398
	Iteration 24Q: 3 clusters Score -2321600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2321619.250000 Penalty: 4889.733398
	Iteration 25Q: 3 clusters Score -2321619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2321637.750000 Penalty: 4889.733398
	Iteration 26Q: 3 clusters Score -2321638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2321662.500000 Penalty: 4889.733398
	Iteration 27Q: 3 clusters Score -2321662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2321670.000000 Penalty: 4889.733398
	Iteration 28Q: 3 clusters Score -2321670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2321679.750000 Penalty: 4889.733398
	Iteration 29Q: 3 clusters Score -2321680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2321698.750000 Penalty: 4889.733398
	Iteration 30Q: 3 clusters Score -2321699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2321709.000000 Penalty: 4889.733398
	Iteration 31Q: 3 clusters Score -2321709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2321713.750000 Penalty: 4889.733398
	Iteration 32Q: 3 clusters Score -2321714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2321720.000000 Penalty: 4889.733398
	Iteration 33Q: 3 clusters Score -2321720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2321718.500000 Penalty: 4889.733398
	Iteration 34Q: 3 clusters Score -2321718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2321724.500000 Penalty: 4889.733398
	Iteration 35Q: 3 clusters Score -2321724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2321739.500000 Penalty: 4889.733398
	Iteration 36Q: 3 clusters Score -2321740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2321740.500000 Penalty: 4889.733398
	Iteration 37Q: 3 clusters Score -2321740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2321742.250000 Penalty: 4889.733398
	Iteration 38Q: 3 clusters Score -2321742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2321743.250000 Penalty: 4889.733398
	Iteration 39Q: 3 clusters Score -2321743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2321741.500000 Penalty: 4889.733398
	Iteration 40F: 3 clusters Score -2321742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2321743.750000 Penalty: 4889.733398
	Iteration 41Q: 3 clusters Score -2321744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2321743.500000 Penalty: 4889.733398
	Iteration 42Q: 3 clusters Score -2321744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2321744.500000 Penalty: 4889.733398
	Iteration 43Q: 3 clusters Score -2321744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2321747.000000 Penalty: 4889.733398
	Iteration 44Q: 3 clusters Score -2321747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2321750.250000 Penalty: 4889.733398
	Iteration 45Q: 3 clusters Score -2321750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2321748.500000 Penalty: 4889.733398
	Iteration 46Q: 3 clusters Score -2321748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2321752.750000 Penalty: 4889.733398
	Iteration 47Q: 3 clusters Score -2321753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2321751.250000 Penalty: 4889.733398
	Iteration 48Q: 3 clusters Score -2321751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2321749.500000 Penalty: 4889.733398
	Iteration 49Q: 3 clusters Score -2321750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2321749.500000 Penalty: 4889.733398
	Iteration 50F: 3 clusters Score -2321750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -627172.875000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -627172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -622973.375000 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -622973.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -623899.000000 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -623899 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -624072.625000 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -624072.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -624179.875000 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -624179.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -624247.937500 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -624247.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -624304.062500 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -624304.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -624338.937500 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -624338.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -624362.687500 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -624362.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -624376.687500 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -624376.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -624387.500000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -624387.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -624402.437500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -624402.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -624415.000000 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -624415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -624419.125000 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -624419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -624421.187500 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -624421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -624421.687500 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -624421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -624424.875000 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -624424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -624425.875000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -624425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -624426.875000 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -624426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -624431.312500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -624431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -624432.812500 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -624432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -624433.812500 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -624433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -624434.687500 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -624434.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -624436.625000 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -624436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -624437.687500 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -624437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -624438.000000 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -624438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -624439.125000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -624439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -624440.187500 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -624440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -624440.187500 Penalty: 4165.611328
	Iteration 27F: 3 clusters Score -624440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -900759.875000 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -900759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -894809.250000 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -894809.2 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -896785.062500 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -896785.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -897339.562500 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -897339.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -897848.187500 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -897848.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -898374.687500 Penalty: 4417.638184
	Iteration 4F: 3 clusters Score -898374.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -898908.750000 Penalty: 4417.638184
	Iteration 5F: 3 clusters Score -898908.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -899296.562500 Penalty: 4417.638184
	Iteration 6F: 3 clusters Score -899296.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -899493.937500 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -899493.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -899600.937500 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -899600.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -899655.312500 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -899655.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -899696.312500 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -899696.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -899717.500000 Penalty: 4417.638184
	Iteration 11Q: 3 clusters Score -899717.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -899733.062500 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -899733.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -899745.312500 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -899745.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -899757.312500 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -899757.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -899767.875000 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -899767.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -899776.500000 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -899776.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -899782.625000 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -899782.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -899791.875000 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -899791.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -899804.500000 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -899804.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -899816.875000 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -899816.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -899832.250000 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -899832.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -899854.687500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -899854.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -899876.437500 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -899876.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -899892.750000 Penalty: 4417.638184
	Iteration 24Q: 3 clusters Score -899892.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -899912.812500 Penalty: 4417.638184
	Iteration 25Q: 3 clusters Score -899912.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -899931.062500 Penalty: 4417.638184
	Iteration 26Q: 3 clusters Score -899931.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -899942.937500 Penalty: 4417.638184
	Iteration 27Q: 3 clusters Score -899942.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -899950.875000 Penalty: 4417.638184
	Iteration 28Q: 3 clusters Score -899950.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -899957.812500 Penalty: 4417.638184
	Iteration 29Q: 3 clusters Score -899957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -899963.875000 Penalty: 4417.638184
	Iteration 30Q: 3 clusters Score -899963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -899971.687500 Penalty: 4417.638184
	Iteration 31Q: 3 clusters Score -899971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -899984.375000 Penalty: 4417.638184
	Iteration 32Q: 3 clusters Score -899984.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -899996.312500 Penalty: 4417.638184
	Iteration 33Q: 3 clusters Score -899996.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -900011.875000 Penalty: 4417.638184
	Iteration 34Q: 3 clusters Score -900011.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -900029.437500 Penalty: 4417.638184
	Iteration 35Q: 3 clusters Score -900029.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -900048.812500 Penalty: 4417.638184
	Iteration 36Q: 3 clusters Score -900048.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -900084.000000 Penalty: 4417.638184
	Iteration 37Q: 3 clusters Score -900084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -900130.062500 Penalty: 4417.638184
	Iteration 38Q: 3 clusters Score -900130.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -900170.750000 Penalty: 4417.638184
	Iteration 39Q: 3 clusters Score -900170.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -900208.937500 Penalty: 4417.638184
	Iteration 40F: 3 clusters Score -900208.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -900240.125000 Penalty: 4417.638184
	Iteration 41Q: 3 clusters Score -900240.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -900264.812500 Penalty: 4417.638184
	Iteration 42Q: 3 clusters Score -900264.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -900276.250000 Penalty: 4417.638184
	Iteration 43Q: 3 clusters Score -900276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -900282.562500 Penalty: 4417.638184
	Iteration 44Q: 3 clusters Score -900282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -900285.125000 Penalty: 4417.638184
	Iteration 45Q: 3 clusters Score -900285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -900289.312500 Penalty: 4417.638184
	Iteration 46Q: 3 clusters Score -900289.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -900291.812500 Penalty: 4417.638184
	Iteration 47Q: 3 clusters Score -900291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -900296.312500 Penalty: 4417.638184
	Iteration 48Q: 3 clusters Score -900296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -900307.687500 Penalty: 4417.638184
	Iteration 49Q: 3 clusters Score -900307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -900317.312500 Penalty: 4417.638184
	Iteration 50Q: 3 clusters Score -900317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -900329.812500 Penalty: 4417.638184
	Iteration 51Q: 3 clusters Score -900329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -900338.187500 Penalty: 4417.638184
	Iteration 52Q: 3 clusters Score -900338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -900347.437500 Penalty: 4417.638184
	Iteration 53Q: 3 clusters Score -900347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -900349.875000 Penalty: 4417.638184
	Iteration 54Q: 3 clusters Score -900349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -900349.625000 Penalty: 4417.638184
	Iteration 55Q: 3 clusters Score -900349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -900349.937500 Penalty: 4417.638184
	Iteration 56Q: 3 clusters Score -900349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -900349.937500 Penalty: 4417.638184
	Iteration 57F: 3 clusters Score -900349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (159659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Entering Unmasked Estep 
Score: -21422442.000000 Penalty: 2971.237305
	Iteration 0F: 2 clusters Score -2.142244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -21321236.000000 Penalty: 5942.474609
	Iteration 0F: 3 clusters Score -2.132124e+07 nChanged 76063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -21365786.000000 Penalty: 5942.474609
	Iteration 1F: 3 clusters Score -2.136579e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -21367256.000000 Penalty: 5942.474609
	Iteration 2Q: 3 clusters Score -2.136726e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -21369442.000000 Penalty: 5942.474609
	Iteration 3Q: 3 clusters Score -2.136944e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -21372948.000000 Penalty: 5942.474609
	Iteration 4Q: 3 clusters Score -2.137295e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -21379158.000000 Penalty: 5942.474609
	Iteration 5F: 3 clusters Score -2.137916e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -21389246.000000 Penalty: 5942.474609
	Iteration 6F: 3 clusters Score -2.138925e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -21402740.000000 Penalty: 5942.474609
	Iteration 7F: 3 clusters Score -2.140274e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -21413964.000000 Penalty: 5942.474609
	Iteration 8F: 3 clusters Score -2.141396e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -21418002.000000 Penalty: 5942.474609
	Iteration 9Q: 3 clusters Score -2.1418e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -21419050.000000 Penalty: 5942.474609
	Iteration 10Q: 3 clusters Score -2.141905e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -21419672.000000 Penalty: 5942.474609
	Iteration 11Q: 3 clusters Score -2.141967e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -21420070.000000 Penalty: 5942.474609
	Iteration 12Q: 3 clusters Score -2.142007e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -21420428.000000 Penalty: 5942.474609
	Iteration 13Q: 3 clusters Score -2.142043e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -21420598.000000 Penalty: 5942.474609
	Iteration 14Q: 3 clusters Score -2.14206e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -21420844.000000 Penalty: 5942.474609
	Iteration 15Q: 3 clusters Score -2.142084e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -21421028.000000 Penalty: 5942.474609
	Iteration 16Q: 3 clusters Score -2.142103e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -21421238.000000 Penalty: 5942.474609
	Iteration 17Q: 3 clusters Score -2.142124e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -21421186.000000 Penalty: 5942.474609
	Iteration 18Q: 3 clusters Score -2.142119e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -21421276.000000 Penalty: 5942.474609
	Iteration 19Q: 3 clusters Score -2.142128e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -21421412.000000 Penalty: 5942.474609
	Iteration 20F: 3 clusters Score -2.142141e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133913 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -21421430.000000 Penalty: 5942.474609
	Iteration 21Q: 3 clusters Score -2.142143e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -21421406.000000 Penalty: 5942.474609
	Iteration 22Q: 3 clusters Score -2.142141e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -21421546.000000 Penalty: 5942.474609
	Iteration 23Q: 3 clusters Score -2.142155e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -21421602.000000 Penalty: 5942.474609
	Iteration 24Q: 3 clusters Score -2.14216e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -21421644.000000 Penalty: 5942.474609
	Iteration 25Q: 3 clusters Score -2.142164e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -21421598.000000 Penalty: 5942.474609
	Iteration 26Q: 3 clusters Score -2.14216e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140428 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -21421668.000000 Penalty: 5942.474609
	Iteration 27Q: 3 clusters Score -2.142167e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141316 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -21421760.000000 Penalty: 5942.474609
	Iteration 28Q: 3 clusters Score -2.142176e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -21421676.000000 Penalty: 5942.474609
	Iteration 29Q: 3 clusters Score -2.142168e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -21421682.000000 Penalty: 5942.474609
	Iteration 30Q: 3 clusters Score -2.142168e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -21421654.000000 Penalty: 5942.474609
	Iteration 31Q: 3 clusters Score -2.142165e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -21421624.000000 Penalty: 5942.474609
	Iteration 32Q: 3 clusters Score -2.142162e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -21421612.000000 Penalty: 5942.474609
	Iteration 33Q: 3 clusters Score -2.142161e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -21421600.000000 Penalty: 5942.474609
	Iteration 34Q: 3 clusters Score -2.14216e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -21421636.000000 Penalty: 5942.474609
	Iteration 35Q: 3 clusters Score -2.142164e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -21421560.000000 Penalty: 5942.474609
	Iteration 36Q: 3 clusters Score -2.142156e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -21421640.000000 Penalty: 5942.474609
	Iteration 37Q: 3 clusters Score -2.142164e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148340 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -21421726.000000 Penalty: 5942.474609
	Iteration 38Q: 3 clusters Score -2.142173e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148864 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -21421694.000000 Penalty: 5942.474609
	Iteration 39Q: 3 clusters Score -2.142169e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -21421716.000000 Penalty: 5942.474609
	Iteration 40F: 3 clusters Score -2.142172e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -21421696.000000 Penalty: 5942.474609
	Iteration 41Q: 3 clusters Score -2.14217e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -21421700.000000 Penalty: 5942.474609
	Iteration 42Q: 3 clusters Score -2.14217e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -21421706.000000 Penalty: 5942.474609
	Iteration 43Q: 3 clusters Score -2.142171e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151037 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -21421676.000000 Penalty: 5942.474609
	Iteration 44Q: 3 clusters Score -2.142168e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -21421702.000000 Penalty: 5942.474609
	Iteration 45Q: 3 clusters Score -2.14217e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -21421720.000000 Penalty: 5942.474609
	Iteration 46Q: 3 clusters Score -2.142172e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -21421708.000000 Penalty: 5942.474609
	Iteration 47Q: 3 clusters Score -2.142171e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152325 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -21421740.000000 Penalty: 5942.474609
	Iteration 48Q: 3 clusters Score -2.142174e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -21421736.000000 Penalty: 5942.474609
	Iteration 49Q: 3 clusters Score -2.142174e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -21421780.000000 Penalty: 5942.474609
	Iteration 50Q: 3 clusters Score -2.142178e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -21421678.000000 Penalty: 5942.474609
	Iteration 51Q: 3 clusters Score -2.142168e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -21421640.000000 Penalty: 5942.474609
	Iteration 52Q: 3 clusters Score -2.142164e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -21421564.000000 Penalty: 5942.474609
	Iteration 53Q: 3 clusters Score -2.142156e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -21421618.000000 Penalty: 5942.474609
	Iteration 54Q: 3 clusters Score -2.142162e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -21421600.000000 Penalty: 5942.474609
	Iteration 55Q: 3 clusters Score -2.14216e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -21421614.000000 Penalty: 5942.474609
	Iteration 56Q: 3 clusters Score -2.142161e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -21421542.000000 Penalty: 5942.474609
	Iteration 57Q: 3 clusters Score -2.142154e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154285 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -21421498.000000 Penalty: 5942.474609
	Iteration 58Q: 3 clusters Score -2.14215e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -21421500.000000 Penalty: 5942.474609
	Iteration 59Q: 3 clusters Score -2.14215e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21421490.000000 Penalty: 5942.474609
	Iteration 60F: 3 clusters Score -2.142149e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -21421500.000000 Penalty: 5942.474609
	Iteration 61Q: 3 clusters Score -2.14215e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -21421508.000000 Penalty: 5942.474609
	Iteration 62Q: 3 clusters Score -2.142151e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -21421500.000000 Penalty: 5942.474609
	Iteration 63Q: 3 clusters Score -2.14215e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -21421510.000000 Penalty: 5942.474609
	Iteration 64Q: 3 clusters Score -2.142151e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154984 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21421502.000000 Penalty: 5942.474609
	Iteration 65Q: 3 clusters Score -2.14215e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -21421488.000000 Penalty: 5942.474609
	Iteration 66Q: 3 clusters Score -2.142149e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -21421470.000000 Penalty: 5942.474609
	Iteration 67Q: 3 clusters Score -2.142147e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -21421468.000000 Penalty: 5942.474609
	Iteration 68Q: 3 clusters Score -2.142147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -21421494.000000 Penalty: 5942.474609
	Iteration 69Q: 3 clusters Score -2.142149e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21421492.000000 Penalty: 5942.474609
	Iteration 70Q: 3 clusters Score -2.142149e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -21421498.000000 Penalty: 5942.474609
	Iteration 71Q: 3 clusters Score -2.14215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -21421474.000000 Penalty: 5942.474609
	Iteration 72Q: 3 clusters Score -2.142147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155524 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21421434.000000 Penalty: 5942.474609
	Iteration 73Q: 3 clusters Score -2.142143e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -21421450.000000 Penalty: 5942.474609
	Iteration 74Q: 3 clusters Score -2.142145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -21421392.000000 Penalty: 5942.474609
	Iteration 75Q: 3 clusters Score -2.142139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -21421398.000000 Penalty: 5942.474609
	Iteration 76Q: 3 clusters Score -2.14214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -21421392.000000 Penalty: 5942.474609
	Iteration 77Q: 3 clusters Score -2.142139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21421428.000000 Penalty: 5942.474609
	Iteration 78Q: 3 clusters Score -2.142143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155723 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21421410.000000 Penalty: 5942.474609
	Iteration 79Q: 3 clusters Score -2.142141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -21421420.000000 Penalty: 5942.474609
	Iteration 80F: 3 clusters Score -2.142142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21421406.000000 Penalty: 5942.474609
	Iteration 81Q: 3 clusters Score -2.142141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21421404.000000 Penalty: 5942.474609
	Iteration 82Q: 3 clusters Score -2.14214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21421418.000000 Penalty: 5942.474609
	Iteration 83Q: 3 clusters Score -2.142142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21421436.000000 Penalty: 5942.474609
	Iteration 84Q: 3 clusters Score -2.142144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -21421426.000000 Penalty: 5942.474609
	Iteration 85Q: 3 clusters Score -2.142143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155851 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -21421416.000000 Penalty: 5942.474609
	Iteration 86Q: 3 clusters Score -2.142142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21421416.000000 Penalty: 5942.474609
	Iteration 87Q: 3 clusters Score -2.142142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155884 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21421384.000000 Penalty: 5942.474609
	Iteration 88Q: 3 clusters Score -2.142138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -21421378.000000 Penalty: 5942.474609
	Iteration 89Q: 3 clusters Score -2.142138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -21421390.000000 Penalty: 5942.474609
	Iteration 90Q: 3 clusters Score -2.142139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -21421396.000000 Penalty: 5942.474609
	Iteration 91Q: 3 clusters Score -2.14214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -21421404.000000 Penalty: 5942.474609
	Iteration 92Q: 3 clusters Score -2.14214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -21421408.000000 Penalty: 5942.474609
	Iteration 93Q: 3 clusters Score -2.142141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21421414.000000 Penalty: 5942.474609
	Iteration 94Q: 3 clusters Score -2.142141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155994 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21421422.000000 Penalty: 5942.474609
	Iteration 95Q: 3 clusters Score -2.142142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156003 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -21421410.000000 Penalty: 5942.474609
	Iteration 96Q: 3 clusters Score -2.142141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21421402.000000 Penalty: 5942.474609
	Iteration 97Q: 3 clusters Score -2.14214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21421436.000000 Penalty: 5942.474609
	Iteration 98Q: 3 clusters Score -2.142144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -21421426.000000 Penalty: 5942.474609
	Iteration 99Q: 3 clusters Score -2.142143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21421428.000000 Penalty: 5942.474609
	Iteration 100F: 3 clusters Score -2.142143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -21421438.000000 Penalty: 5942.474609
	Iteration 101Q: 3 clusters Score -2.142144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21421442.000000 Penalty: 5942.474609
	Iteration 102Q: 3 clusters Score -2.142144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21421440.000000 Penalty: 5942.474609
	Iteration 103Q: 3 clusters Score -2.142144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -21421448.000000 Penalty: 5942.474609
	Iteration 104Q: 3 clusters Score -2.142145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -21421462.000000 Penalty: 5942.474609
	Iteration 105Q: 3 clusters Score -2.142146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -21421448.000000 Penalty: 5942.474609
	Iteration 106Q: 3 clusters Score -2.142145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21421432.000000 Penalty: 5942.474609
	Iteration 107Q: 3 clusters Score -2.142143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21421448.000000 Penalty: 5942.474609
	Iteration 108Q: 3 clusters Score -2.142145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21421442.000000 Penalty: 5942.474609
	Iteration 109Q: 3 clusters Score -2.142144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21421450.000000 Penalty: 5942.474609
	Iteration 110Q: 3 clusters Score -2.142145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21421456.000000 Penalty: 5942.474609
	Iteration 111Q: 3 clusters Score -2.142146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156091 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -21421464.000000 Penalty: 5942.474609
	Iteration 112Q: 3 clusters Score -2.142146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -21421456.000000 Penalty: 5942.474609
	Iteration 113Q: 3 clusters Score -2.142146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -21421448.000000 Penalty: 5942.474609
	Iteration 114Q: 3 clusters Score -2.142145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21421454.000000 Penalty: 5942.474609
	Iteration 115Q: 3 clusters Score -2.142145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -21421478.000000 Penalty: 5942.474609
	Iteration 116Q: 3 clusters Score -2.142148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156124 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21421470.000000 Penalty: 5942.474609
	Iteration 117Q: 3 clusters Score -2.142147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21421478.000000 Penalty: 5942.474609
	Iteration 118Q: 3 clusters Score -2.142148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21421478.000000 Penalty: 5942.474609
	Iteration 119F: 3 clusters Score -2.142148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116750.187500 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116750.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117008.039062 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117116.515625 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117116.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117227.429688 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -117227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117314.335938 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117314.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117389.156250 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117389.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117523.304688 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117523.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117760.203125 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117760.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117912.976562 Penalty: 3388.113770
	Iteration 8F: 3 clusters Score -117913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118062.851562 Penalty: 3388.113770
	Iteration 9F: 3 clusters Score -118062.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -118215.429688 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -118215.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -118295.976562 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -118296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -118329.335938 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -118329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -118366.210938 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -118366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -118383.968750 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -118384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118402.250000 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -118402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -118412.867188 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -118412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118418.968750 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -118419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118419.039062 Penalty: 3388.113770
	Iteration 18F: 3 clusters Score -118419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -118422.867188 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -118422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -118422.867188 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -118422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -940403.125000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940403.1 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -942003.125000 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -942003.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -942256.000000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942256 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -942411.500000 Penalty: 4403.181641
	Iteration 3Q: 3 clusters Score -942411.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -942519.625000 Penalty: 4403.181641
	Iteration 4Q: 3 clusters Score -942519.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -942601.625000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -942601.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -942671.500000 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -942671.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -942725.875000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -942725.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -942786.500000 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -942786.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -942861.437500 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -942861.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -942945.562500 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -942945.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -943065.437500 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -943065.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -943209.187500 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -943209.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -943376.125000 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -943376.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -943566.937500 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -943566.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -943759.437500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -943759.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -943933.687500 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -943933.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -944074.750000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -944074.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -944166.500000 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -944166.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -944238.062500 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -944238.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -944298.500000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -944298.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -944349.562500 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -944349.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -944378.750000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -944378.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -944400.750000 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944400.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -944417.500000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944417.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -944429.875000 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944429.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -944441.312500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -944441.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -944446.812500 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -944446.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -944453.625000 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -944453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -944457.812500 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -944457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -944460.812500 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -944460.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -944466.812500 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -944466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -944468.500000 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -944468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -944468.000000 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -944468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -944471.000000 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -944471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -944472.875000 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -944472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -944474.687500 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -944474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -944472.000000 Penalty: 4403.181641
	Iteration 37Q: 3 clusters Score -944472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -944474.500000 Penalty: 4403.181641
	Iteration 38Q: 3 clusters Score -944474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -944476.312500 Penalty: 4403.181641
	Iteration 39Q: 3 clusters Score -944476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -944476.312500 Penalty: 4403.181641
	Iteration 40F: 3 clusters Score -944476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Entering Unmasked Estep 
Score: -14404465.000000 Penalty: 2890.331787
	Iteration 0F: 2 clusters Score -1.440446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -14327622.000000 Penalty: 5780.663574
	Iteration 0F: 3 clusters Score -1.432762e+07 nChanged 54711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -14359641.000000 Penalty: 5780.663574
	Iteration 1F: 3 clusters Score -1.435964e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -14361240.000000 Penalty: 5780.663574
	Iteration 2Q: 3 clusters Score -1.436124e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -14363056.000000 Penalty: 5780.663574
	Iteration 3Q: 3 clusters Score -1.436306e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -14365336.000000 Penalty: 5780.663574
	Iteration 4Q: 3 clusters Score -1.436534e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -14368035.000000 Penalty: 5780.663574
	Iteration 5Q: 3 clusters Score -1.436804e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -14370810.000000 Penalty: 5780.663574
	Iteration 6F: 3 clusters Score -1.437081e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -14373733.000000 Penalty: 5780.663574
	Iteration 7F: 3 clusters Score -1.437373e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -14377420.000000 Penalty: 5780.663574
	Iteration 8F: 3 clusters Score -1.437742e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -14381591.000000 Penalty: 5780.663574
	Iteration 9F: 3 clusters Score -1.438159e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -14385722.000000 Penalty: 5780.663574
	Iteration 10Q: 3 clusters Score -1.438572e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -14389156.000000 Penalty: 5780.663574
	Iteration 11Q: 3 clusters Score -1.438916e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -14391796.000000 Penalty: 5780.663574
	Iteration 12Q: 3 clusters Score -1.43918e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -14394016.000000 Penalty: 5780.663574
	Iteration 13Q: 3 clusters Score -1.439402e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -14395708.000000 Penalty: 5780.663574
	Iteration 14Q: 3 clusters Score -1.439571e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -14397069.000000 Penalty: 5780.663574
	Iteration 15Q: 3 clusters Score -1.439707e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -14398245.000000 Penalty: 5780.663574
	Iteration 16Q: 3 clusters Score -1.439824e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -14399347.000000 Penalty: 5780.663574
	Iteration 17Q: 3 clusters Score -1.439935e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -14400347.000000 Penalty: 5780.663574
	Iteration 18Q: 3 clusters Score -1.440035e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -14401144.000000 Penalty: 5780.663574
	Iteration 19Q: 3 clusters Score -1.440114e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -14401666.000000 Penalty: 5780.663574
	Iteration 20F: 3 clusters Score -1.440167e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -14402080.000000 Penalty: 5780.663574
	Iteration 21Q: 3 clusters Score -1.440208e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -14402304.000000 Penalty: 5780.663574
	Iteration 22Q: 3 clusters Score -1.44023e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -14402380.000000 Penalty: 5780.663574
	Iteration 23Q: 3 clusters Score -1.440238e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -14402466.000000 Penalty: 5780.663574
	Iteration 24Q: 3 clusters Score -1.440247e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -14402535.000000 Penalty: 5780.663574
	Iteration 25Q: 3 clusters Score -1.440254e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14402583.000000 Penalty: 5780.663574
	Iteration 26Q: 3 clusters Score -1.440258e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -14402632.000000 Penalty: 5780.663574
	Iteration 27Q: 3 clusters Score -1.440263e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112764 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14402652.000000 Penalty: 5780.663574
	Iteration 28Q: 3 clusters Score -1.440265e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -14402645.000000 Penalty: 5780.663574
	Iteration 29Q: 3 clusters Score -1.440264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -14402660.000000 Penalty: 5780.663574
	Iteration 30Q: 3 clusters Score -1.440266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14402675.000000 Penalty: 5780.663574
	Iteration 31Q: 3 clusters Score -1.440268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14402691.000000 Penalty: 5780.663574
	Iteration 32Q: 3 clusters Score -1.440269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -14402667.000000 Penalty: 5780.663574
	Iteration 33Q: 3 clusters Score -1.440267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14402707.000000 Penalty: 5780.663574
	Iteration 34Q: 3 clusters Score -1.440271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113002 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -14402722.000000 Penalty: 5780.663574
	Iteration 35Q: 3 clusters Score -1.440272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -14402742.000000 Penalty: 5780.663574
	Iteration 36Q: 3 clusters Score -1.440274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14402760.000000 Penalty: 5780.663574
	Iteration 37Q: 3 clusters Score -1.440276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -14402729.000000 Penalty: 5780.663574
	Iteration 38Q: 3 clusters Score -1.440273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -14402747.000000 Penalty: 5780.663574
	Iteration 39Q: 3 clusters Score -1.440275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14402753.000000 Penalty: 5780.663574
	Iteration 40F: 3 clusters Score -1.440275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14402767.000000 Penalty: 5780.663574
	Iteration 41Q: 3 clusters Score -1.440277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14402781.000000 Penalty: 5780.663574
	Iteration 42Q: 3 clusters Score -1.440278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14402784.000000 Penalty: 5780.663574
	Iteration 43Q: 3 clusters Score -1.440278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14402772.000000 Penalty: 5780.663574
	Iteration 44Q: 3 clusters Score -1.440277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14402785.000000 Penalty: 5780.663574
	Iteration 45Q: 3 clusters Score -1.440278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14402792.000000 Penalty: 5780.663574
	Iteration 46Q: 3 clusters Score -1.440279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14402784.000000 Penalty: 5780.663574
	Iteration 47Q: 3 clusters Score -1.440278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -14402785.000000 Penalty: 5780.663574
	Iteration 48Q: 3 clusters Score -1.440278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -14402785.000000 Penalty: 5780.663574
	Iteration 49Q: 3 clusters Score -1.440278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14402783.000000 Penalty: 5780.663574
	Iteration 50Q: 3 clusters Score -1.440278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14402786.000000 Penalty: 5780.663574
	Iteration 51Q: 3 clusters Score -1.440279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -14402790.000000 Penalty: 5780.663574
	Iteration 52Q: 3 clusters Score -1.440279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14402785.000000 Penalty: 5780.663574
	Iteration 53Q: 3 clusters Score -1.440278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14402785.000000 Penalty: 5780.663574
	Iteration 54F: 3 clusters Score -1.440278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61448.972656 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61448.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61616.875000 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61616.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61659.039062 Penalty: 3101.899170
	Iteration 2Q: 3 clusters Score -61659.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61678.554688 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61678.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61704.582031 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61704.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61725.476562 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61725.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61743.046875 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61743.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61748.476562 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61748.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61752.585938 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61752.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61762.894531 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -61762.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61775.074219 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -61775.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61778.441406 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -61778.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61780.406250 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -61780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61780.406250 Penalty: 3101.899170
	Iteration 13F: 3 clusters Score -61780.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Entering Unmasked Estep 
Score: -1348570.000000 Penalty: 2308.769043
	Iteration 0F: 2 clusters Score -1348570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1340274.750000 Penalty: 4617.538086
	Iteration 0F: 3 clusters Score -1340275 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1343144.750000 Penalty: 4617.538086
	Iteration 1F: 3 clusters Score -1343145 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1343912.125000 Penalty: 4617.538086
	Iteration 2F: 3 clusters Score -1343912 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1344667.250000 Penalty: 4617.538086
	Iteration 3F: 3 clusters Score -1344667 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1345394.250000 Penalty: 4617.538086
	Iteration 4F: 3 clusters Score -1345394 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1346039.125000 Penalty: 4617.538086
	Iteration 5F: 3 clusters Score -1346039 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1346526.375000 Penalty: 4617.538086
	Iteration 6F: 3 clusters Score -1346526 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1346856.875000 Penalty: 4617.538086
	Iteration 7Q: 3 clusters Score -1346857 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1347103.000000 Penalty: 4617.538086
	Iteration 8Q: 3 clusters Score -1347103 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1347260.375000 Penalty: 4617.538086
	Iteration 9Q: 3 clusters Score -1347260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1347351.375000 Penalty: 4617.538086
	Iteration 10Q: 3 clusters Score -1347351 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1347405.000000 Penalty: 4617.538086
	Iteration 11Q: 3 clusters Score -1347405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1347445.375000 Penalty: 4617.538086
	Iteration 12Q: 3 clusters Score -1347445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1347462.625000 Penalty: 4617.538086
	Iteration 13Q: 3 clusters Score -1347463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1347487.875000 Penalty: 4617.538086
	Iteration 14Q: 3 clusters Score -1347488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1347504.625000 Penalty: 4617.538086
	Iteration 15Q: 3 clusters Score -1347505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1347525.000000 Penalty: 4617.538086
	Iteration 16Q: 3 clusters Score -1347525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1347539.250000 Penalty: 4617.538086
	Iteration 17Q: 3 clusters Score -1347539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1347550.125000 Penalty: 4617.538086
	Iteration 18Q: 3 clusters Score -1347550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1347559.750000 Penalty: 4617.538086
	Iteration 19Q: 3 clusters Score -1347560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1347571.625000 Penalty: 4617.538086
	Iteration 20F: 3 clusters Score -1347572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1347569.000000 Penalty: 4617.538086
	Iteration 21Q: 3 clusters Score -1347569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1347572.875000 Penalty: 4617.538086
	Iteration 22Q: 3 clusters Score -1347573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1347580.500000 Penalty: 4617.538086
	Iteration 23Q: 3 clusters Score -1347580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1347584.250000 Penalty: 4617.538086
	Iteration 24Q: 3 clusters Score -1347584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1347586.125000 Penalty: 4617.538086
	Iteration 25Q: 3 clusters Score -1347586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1347585.625000 Penalty: 4617.538086
	Iteration 26Q: 3 clusters Score -1347586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1347591.375000 Penalty: 4617.538086
	Iteration 27Q: 3 clusters Score -1347591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1347599.750000 Penalty: 4617.538086
	Iteration 28Q: 3 clusters Score -1347600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1347603.875000 Penalty: 4617.538086
	Iteration 29Q: 3 clusters Score -1347604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1347603.375000 Penalty: 4617.538086
	Iteration 30Q: 3 clusters Score -1347603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1347608.625000 Penalty: 4617.538086
	Iteration 31Q: 3 clusters Score -1347609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1347614.000000 Penalty: 4617.538086
	Iteration 32Q: 3 clusters Score -1347614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1347622.750000 Penalty: 4617.538086
	Iteration 33Q: 3 clusters Score -1347623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1347634.500000 Penalty: 4617.538086
	Iteration 34Q: 3 clusters Score -1347634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1347639.125000 Penalty: 4617.538086
	Iteration 35Q: 3 clusters Score -1347639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1347652.125000 Penalty: 4617.538086
	Iteration 36Q: 3 clusters Score -1347652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1347665.625000 Penalty: 4617.538086
	Iteration 37Q: 3 clusters Score -1347666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1347677.625000 Penalty: 4617.538086
	Iteration 38Q: 3 clusters Score -1347678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1347691.125000 Penalty: 4617.538086
	Iteration 39Q: 3 clusters Score -1347691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1347706.250000 Penalty: 4617.538086
	Iteration 40F: 3 clusters Score -1347706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1347720.750000 Penalty: 4617.538086
	Iteration 41Q: 3 clusters Score -1347721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1347734.125000 Penalty: 4617.538086
	Iteration 42Q: 3 clusters Score -1347734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1347744.375000 Penalty: 4617.538086
	Iteration 43Q: 3 clusters Score -1347744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1347755.750000 Penalty: 4617.538086
	Iteration 44Q: 3 clusters Score -1347756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1347760.000000 Penalty: 4617.538086
	Iteration 45Q: 3 clusters Score -1347760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1347778.250000 Penalty: 4617.538086
	Iteration 46Q: 3 clusters Score -1347778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1347783.250000 Penalty: 4617.538086
	Iteration 47Q: 3 clusters Score -1347783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1347798.875000 Penalty: 4617.538086
	Iteration 48Q: 3 clusters Score -1347799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1347813.250000 Penalty: 4617.538086
	Iteration 49Q: 3 clusters Score -1347813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1347830.875000 Penalty: 4617.538086
	Iteration 50Q: 3 clusters Score -1347831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1347834.750000 Penalty: 4617.538086
	Iteration 51Q: 3 clusters Score -1347835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1347844.250000 Penalty: 4617.538086
	Iteration 52Q: 3 clusters Score -1347844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1347850.125000 Penalty: 4617.538086
	Iteration 53Q: 3 clusters Score -1347850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1347850.250000 Penalty: 4617.538086
	Iteration 54Q: 3 clusters Score -1347850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1347849.500000 Penalty: 4617.538086
	Iteration 55Q: 3 clusters Score -1347850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1347851.250000 Penalty: 4617.538086
	Iteration 56Q: 3 clusters Score -1347851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1347854.375000 Penalty: 4617.538086
	Iteration 57Q: 3 clusters Score -1347854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1347856.625000 Penalty: 4617.538086
	Iteration 58Q: 3 clusters Score -1347857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1347857.250000 Penalty: 4617.538086
	Iteration 59Q: 3 clusters Score -1347857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1347858.875000 Penalty: 4617.538086
	Iteration 60F: 3 clusters Score -1347859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1347860.750000 Penalty: 4617.538086
	Iteration 61Q: 3 clusters Score -1347861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1347861.250000 Penalty: 4617.538086
	Iteration 62Q: 3 clusters Score -1347861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1347861.750000 Penalty: 4617.538086
	Iteration 63Q: 3 clusters Score -1347862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1347861.750000 Penalty: 4617.538086
	Iteration 64F: 3 clusters Score -1347862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -548041.125000 Penalty: 2094.213135
	Iteration 0F: 2 clusters Score -548041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -543806.500000 Penalty: 4188.426270
	Iteration 0F: 3 clusters Score -543806.5 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -544936.625000 Penalty: 4188.426270
	Iteration 1F: 3 clusters Score -544936.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -545282.625000 Penalty: 4188.426270
	Iteration 2F: 3 clusters Score -545282.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -545606.062500 Penalty: 4188.426270
	Iteration 3F: 3 clusters Score -545606.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -545857.437500 Penalty: 4188.426270
	Iteration 4F: 3 clusters Score -545857.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -546050.625000 Penalty: 4188.426270
	Iteration 5Q: 3 clusters Score -546050.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -546192.937500 Penalty: 4188.426270
	Iteration 6Q: 3 clusters Score -546192.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -546309.000000 Penalty: 4188.426270
	Iteration 7Q: 3 clusters Score -546309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -546420.437500 Penalty: 4188.426270
	Iteration 8Q: 3 clusters Score -546420.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -546497.937500 Penalty: 4188.426270
	Iteration 9Q: 3 clusters Score -546497.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -546567.500000 Penalty: 4188.426270
	Iteration 10Q: 3 clusters Score -546567.5 nChanged 94
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: -546625.500000 Penalty: 4188.426270
	Iteration 11Q: 3 clusters Score -546625.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -546678.375000 Penalty: 4188.426270
	Iteration 12Q: 3 clusters Score -546678.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -546737.625000 Penalty: 4188.426270
	Iteration 13Q: 3 clusters Score -546737.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -546783.062500 Penalty: 4188.426270
	Iteration 14Q: 3 clusters Score -546783.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -546822.687500 Penalty: 4188.426270
	Iteration 15Q: 3 clusters Score -546822.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -546858.375000 Penalty: 4188.426270
	Iteration 16Q: 3 clusters Score -546858.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -546901.250000 Penalty: 4188.426270
	Iteration 17Q: 3 clusters Score -546901.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -546940.625000 Penalty: 4188.426270
	Iteration 18Q: 3 clusters Score -546940.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -546961.000000 Penalty: 4188.426270
	Iteration 19Q: 3 clusters Score -546961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -546978.187500 Penalty: 4188.426270
	Iteration 20F: 3 clusters Score -546978.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -546994.937500 Penalty: 4188.426270
	Iteration 21Q: 3 clusters Score -546994.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -547004.875000 Penalty: 4188.426270
	Iteration 22Q: 3 clusters Score -547004.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547016.812500 Penalty: 4188.426270
	Iteration 23Q: 3 clusters Score -547016.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -547029.125000 Penalty: 4188.426270
	Iteration 24Q: 3 clusters Score -547029.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -547036.312500 Penalty: 4188.426270
	Iteration 25Q: 3 clusters Score -547036.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -547048.687500 Penalty: 4188.426270
	Iteration 26Q: 3 clusters Score -547048.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -547053.687500 Penalty: 4188.426270
	Iteration 27Q: 3 clusters Score -547053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -547054.750000 Penalty: 4188.426270
	Iteration 28Q: 3 clusters Score -547054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -547056.312500 Penalty: 4188.426270
	Iteration 29Q: 3 clusters Score -547056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -547057.375000 Penalty: 4188.426270
	Iteration 30Q: 3 clusters Score -547057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -547059.312500 Penalty: 4188.426270
	Iteration 31Q: 3 clusters Score -547059.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547062.312500 Penalty: 4188.426270
	Iteration 32Q: 3 clusters Score -547062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -547063.375000 Penalty: 4188.426270
	Iteration 33Q: 3 clusters Score -547063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547066.687500 Penalty: 4188.426270
	Iteration 34Q: 3 clusters Score -547066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -547069.937500 Penalty: 4188.426270
	Iteration 35Q: 3 clusters Score -547069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547070.750000 Penalty: 4188.426270
	Iteration 36Q: 3 clusters Score -547070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547072.625000 Penalty: 4188.426270
	Iteration 37Q: 3 clusters Score -547072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547074.312500 Penalty: 4188.426270
	Iteration 38Q: 3 clusters Score -547074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547076.312500 Penalty: 4188.426270
	Iteration 39Q: 3 clusters Score -547076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -547083.437500 Penalty: 4188.426270
	Iteration 40F: 3 clusters Score -547083.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547099.812500 Penalty: 4188.426270
	Iteration 41Q: 3 clusters Score -547099.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -547112.687500 Penalty: 4188.426270
	Iteration 42Q: 3 clusters Score -547112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -547132.875000 Penalty: 4188.426270
	Iteration 43Q: 3 clusters Score -547132.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -547150.875000 Penalty: 4188.426270
	Iteration 44Q: 3 clusters Score -547150.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -547159.312500 Penalty: 4188.426270
	Iteration 45Q: 3 clusters Score -547159.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -547168.062500 Penalty: 4188.426270
	Iteration 46Q: 3 clusters Score -547168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -547171.812500 Penalty: 4188.426270
	Iteration 47Q: 3 clusters Score -547171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -547175.250000 Penalty: 4188.426270
	Iteration 48Q: 3 clusters Score -547175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -547177.812500 Penalty: 4188.426270
	Iteration 49Q: 3 clusters Score -547177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -547179.937500 Penalty: 4188.426270
	Iteration 50Q: 3 clusters Score -547179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -547182.500000 Penalty: 4188.426270
	Iteration 51Q: 3 clusters Score -547182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -547183.375000 Penalty: 4188.426270
	Iteration 52Q: 3 clusters Score -547183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -547184.000000 Penalty: 4188.426270
	Iteration 53Q: 3 clusters Score -547184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -547184.562500 Penalty: 4188.426270
	Iteration 54Q: 3 clusters Score -547184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -547185.500000 Penalty: 4188.426270
	Iteration 55Q: 3 clusters Score -547185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -547186.500000 Penalty: 4188.426270
	Iteration 56Q: 3 clusters Score -547186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -547187.125000 Penalty: 4188.426270
	Iteration 57Q: 3 clusters Score -547187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -547187.937500 Penalty: 4188.426270
	Iteration 58Q: 3 clusters Score -547187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -547187.937500 Penalty: 4188.426270
	Iteration 59F: 3 clusters Score -547187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18259 members 
Mstep: Class 4 contains 101331 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 106439 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 170321 members 
Mstep: Class 16 contains 131683 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215819 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 19117 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159659 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115216 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074336.000000 Penalty: 112337.296875
Iteration 279Q: 33 clusters Score -1.810743e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 18259 members 
Mstep: Class 4 contains 101307 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 106481 members 
Mstep: Class 8 contains 5189 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 170309 members 
Mstep: Class 16 contains 131683 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 215833 members 
Mstep: Class 19 contains 37179 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 19116 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159640 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115226 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074208.000000 Penalty: 112337.296875
Iteration 280F: 33 clusters Score -1.810742e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18260 members 
Mstep: Class 4 contains 101267 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 106495 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 170325 members 
Mstep: Class 16 contains 131683 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215839 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19113 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159638 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115236 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074368.000000 Penalty: 112337.296875
Iteration 281Q: 33 clusters Score -1.810744e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 101232 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 106509 members 
Mstep: Class 8 contains 5184 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40177 members 
Mstep: Class 15 contains 170355 members 
Mstep: Class 16 contains 131683 members 
Mstep: Class 17 contains 28680 members 
Mstep: Class 18 contains 215839 members 
Mstep: Class 19 contains 37174 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19110 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159619 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115250 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074608.000000 Penalty: 112337.296875
Iteration 282Q: 33 clusters Score -1.810746e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 101194 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 106559 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40178 members 
Mstep: Class 15 contains 170369 members 
Mstep: Class 16 contains 131682 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215838 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 19110 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159589 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115249 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074496.000000 Penalty: 112337.296875
Iteration 283Q: 33 clusters Score -1.810745e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18270 members 
Mstep: Class 4 contains 101177 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15960 members 
Mstep: Class 7 contains 106620 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40179 members 
Mstep: Class 15 contains 170378 members 
Mstep: Class 16 contains 131681 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215845 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 19108 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159523 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115261 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074480.000000 Penalty: 112337.296875
Iteration 284Q: 33 clusters Score -1.810745e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18273 members 
Mstep: Class 4 contains 101149 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 106688 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 14084 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40180 members 
Mstep: Class 15 contains 170370 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215869 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114800 members 
Mstep: Class 23 contains 19107 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159463 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115272 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074480.000000 Penalty: 112337.296875
Iteration 285Q: 33 clusters Score -1.810745e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18279 members 
Mstep: Class 4 contains 101133 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15957 members 
Mstep: Class 7 contains 106758 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40180 members 
Mstep: Class 15 contains 170370 members 
Mstep: Class 16 contains 131681 members 
Mstep: Class 17 contains 28687 members 
Mstep: Class 18 contains 215882 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114796 members 
Mstep: Class 23 contains 19104 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159400 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115269 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074608.000000 Penalty: 112337.296875
Iteration 286Q: 33 clusters Score -1.810746e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18282 members 
Mstep: Class 4 contains 101115 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15956 members 
Mstep: Class 7 contains 106824 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 170382 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215891 members 
Mstep: Class 19 contains 37168 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 19102 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159328 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115270 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074592.000000 Penalty: 112337.296875
Iteration 287Q: 33 clusters Score -1.810746e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 101093 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15956 members 
Mstep: Class 7 contains 106883 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 170398 members 
Mstep: Class 16 contains 131682 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215907 members 
Mstep: Class 19 contains 37168 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 19100 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 159245 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115281 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074624.000000 Penalty: 112337.296875
Iteration 288Q: 33 clusters Score -1.810746e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18285 members 
Mstep: Class 4 contains 101080 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15956 members 
Mstep: Class 7 contains 106939 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 14084 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 170412 members 
Mstep: Class 16 contains 131682 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 215912 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114804 members 
Mstep: Class 23 contains 19096 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 159171 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115289 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074704.000000 Penalty: 112337.296875
Iteration 289Q: 33 clusters Score -1.810747e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18288 members 
Mstep: Class 4 contains 101062 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15955 members 
Mstep: Class 7 contains 106996 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40185 members 
Mstep: Class 15 contains 170428 members 
Mstep: Class 16 contains 131682 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 215914 members 
Mstep: Class 19 contains 37165 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19091 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 159094 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115304 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074592.000000 Penalty: 112337.296875
Iteration 290Q: 33 clusters Score -1.810746e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18288 members 
Mstep: Class 4 contains 101050 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15955 members 
Mstep: Class 7 contains 107104 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 170440 members 
Mstep: Class 16 contains 131682 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215912 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19087 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 158994 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115313 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074480.000000 Penalty: 112337.296875
Iteration 291Q: 33 clusters Score -1.810745e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18288 members 
Mstep: Class 4 contains 101038 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15956 members 
Mstep: Class 7 contains 107219 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 170433 members 
Mstep: Class 16 contains 131679 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215903 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 19088 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7375 members 
Mstep: Class 26 contains 158908 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115311 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074448.000000 Penalty: 112337.296875
Iteration 292Q: 33 clusters Score -1.810744e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18289 members 
Mstep: Class 4 contains 101019 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15957 members 
Mstep: Class 7 contains 107335 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 14088 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 170412 members 
Mstep: Class 16 contains 131677 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215900 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19087 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158824 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115325 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074784.000000 Penalty: 112337.296875
Iteration 293Q: 33 clusters Score -1.810748e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 101004 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15958 members 
Mstep: Class 7 contains 107486 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14088 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40190 members 
Mstep: Class 15 contains 170399 members 
Mstep: Class 16 contains 131679 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 215898 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114806 members 
Mstep: Class 23 contains 19084 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158706 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115324 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074768.000000 Penalty: 112337.296875
Iteration 294Q: 33 clusters Score -1.810748e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 4 contains 100977 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40190 members 
Mstep: Class 15 contains 170385 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215894 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 19083 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 158584 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115328 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074832.000000 Penalty: 112337.296875
Iteration 295Q: 33 clusters Score -1.810748e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18295 members 
Mstep: Class 4 contains 100955 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 107811 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40189 members 
Mstep: Class 15 contains 170379 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215895 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19082 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158429 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115350 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074608.000000 Penalty: 112337.296875
Iteration 296Q: 33 clusters Score -1.810746e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18299 members 
Mstep: Class 4 contains 100945 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15958 members 
Mstep: Class 7 contains 107952 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 170380 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215897 members 
Mstep: Class 19 contains 37152 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19079 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158282 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115369 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 297Q: 33 clusters Score -1.810745e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 100930 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 108070 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 170393 members 
Mstep: Class 16 contains 131679 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 215900 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19079 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158151 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115392 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074432.000000 Penalty: 112337.296875
Iteration 298Q: 33 clusters Score -1.810744e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 100923 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 108204 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40185 members 
Mstep: Class 15 contains 170402 members 
Mstep: Class 16 contains 131678 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215889 members 
Mstep: Class 19 contains 37144 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 19077 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 158028 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115406 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074528.000000 Penalty: 112337.296875
Iteration 299Q: 33 clusters Score -1.810745e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 100907 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 108305 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 170427 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28678 members 
Mstep: Class 18 contains 215892 members 
Mstep: Class 19 contains 37141 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114804 members 
Mstep: Class 23 contains 19074 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 157899 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115430 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074544.000000 Penalty: 112337.296875
Iteration 300F: 33 clusters Score -1.810745e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 100891 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 108438 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 170448 members 
Mstep: Class 16 contains 131680 members 
Mstep: Class 17 contains 28677 members 
Mstep: Class 18 contains 215889 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 114800 members 
Mstep: Class 23 contains 19072 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 157749 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115455 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074592.000000 Penalty: 112337.296875
Iteration 301Q: 33 clusters Score -1.810746e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18300 members 
Mstep: Class 4 contains 100876 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 108579 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14092 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 170474 members 
Mstep: Class 16 contains 131681 members 
Mstep: Class 17 contains 28678 members 
Mstep: Class 18 contains 215879 members 
Mstep: Class 19 contains 37140 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 19071 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 157592 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115457 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074608.000000 Penalty: 112337.296875
Iteration 302Q: 33 clusters Score -1.810746e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18302 members 
Mstep: Class 4 contains 100866 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 108743 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40179 members 
Mstep: Class 15 contains 170488 members 
Mstep: Class 16 contains 131681 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 215880 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 19068 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 157431 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115454 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074752.000000 Penalty: 112337.296875
Iteration 303Q: 33 clusters Score -1.810748e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18303 members 
Mstep: Class 4 contains 100861 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 108871 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 14094 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 170513 members 
Mstep: Class 16 contains 131678 members 
Mstep: Class 17 contains 28677 members 
Mstep: Class 18 contains 215884 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 19065 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 157281 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115459 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074800.000000 Penalty: 112337.296875
Iteration 304Q: 33 clusters Score -1.810748e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18301 members 
Mstep: Class 4 contains 100855 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15964 members 
Mstep: Class 7 contains 108997 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 170530 members 
Mstep: Class 16 contains 131676 members 
Mstep: Class 17 contains 28680 members 
Mstep: Class 18 contains 215871 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114806 members 
Mstep: Class 23 contains 19064 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 157145 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115466 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074832.000000 Penalty: 112337.296875
Iteration 305Q: 33 clusters Score -1.810748e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18300 members 
Mstep: Class 4 contains 100851 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 109094 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 170532 members 
Mstep: Class 16 contains 131677 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215881 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 19063 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 157034 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115478 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074768.000000 Penalty: 112337.296875
Iteration 306Q: 33 clusters Score -1.810748e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18305 members 
Mstep: Class 4 contains 100843 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15960 members 
Mstep: Class 7 contains 109176 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 170543 members 
Mstep: Class 16 contains 131677 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215881 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 19060 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156940 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115485 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074720.000000 Penalty: 112337.296875
Iteration 307Q: 33 clusters Score -1.810747e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 100834 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 109269 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 170545 members 
Mstep: Class 16 contains 131678 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215886 members 
Mstep: Class 19 contains 37149 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114809 members 
Mstep: Class 23 contains 19054 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156840 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115483 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074736.000000 Penalty: 112337.296875
Iteration 308Q: 33 clusters Score -1.810747e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18316 members 
Mstep: Class 4 contains 100824 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 109338 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14094 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 170554 members 
Mstep: Class 16 contains 131677 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 215896 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19050 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156740 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115498 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074624.000000 Penalty: 112337.296875
Iteration 309Q: 33 clusters Score -1.810746e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18318 members 
Mstep: Class 4 contains 100809 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 109424 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14094 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40161 members 
Mstep: Class 15 contains 170572 members 
Mstep: Class 16 contains 131675 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215887 members 
Mstep: Class 19 contains 37146 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19046 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156646 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115510 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074800.000000 Penalty: 112337.296875
Iteration 310Q: 33 clusters Score -1.810748e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18324 members 
Mstep: Class 4 contains 100803 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 109515 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14097 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170573 members 
Mstep: Class 16 contains 131675 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215891 members 
Mstep: Class 19 contains 37146 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 114813 members 
Mstep: Class 23 contains 19039 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156541 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115523 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074688.000000 Penalty: 112337.296875
Iteration 311Q: 33 clusters Score -1.810747e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 100798 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 109602 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14097 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170597 members 
Mstep: Class 16 contains 131675 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215883 members 
Mstep: Class 19 contains 37147 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 19030 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156447 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115528 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 312Q: 33 clusters Score -1.810745e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 100790 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 109674 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14098 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170618 members 
Mstep: Class 16 contains 131675 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 215881 members 
Mstep: Class 19 contains 37149 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 114809 members 
Mstep: Class 23 contains 19026 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156357 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115541 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074672.000000 Penalty: 112337.296875
Iteration 313Q: 33 clusters Score -1.810747e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 100781 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 109767 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40158 members 
Mstep: Class 15 contains 170633 members 
Mstep: Class 16 contains 131675 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215873 members 
Mstep: Class 19 contains 37150 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 19019 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156266 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115542 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 314Q: 33 clusters Score -1.810745e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 100762 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 109850 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40158 members 
Mstep: Class 15 contains 170647 members 
Mstep: Class 16 contains 131673 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 215867 members 
Mstep: Class 19 contains 37150 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19016 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156193 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115542 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074496.000000 Penalty: 112337.296875
Iteration 315Q: 33 clusters Score -1.810745e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18332 members 
Mstep: Class 4 contains 100754 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 109909 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40158 members 
Mstep: Class 15 contains 170652 members 
Mstep: Class 16 contains 131670 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215867 members 
Mstep: Class 19 contains 37152 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19015 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156125 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115548 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 316Q: 33 clusters Score -1.810745e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18334 members 
Mstep: Class 4 contains 100751 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15967 members 
Mstep: Class 7 contains 109967 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170648 members 
Mstep: Class 16 contains 131669 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 215864 members 
Mstep: Class 19 contains 37154 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19012 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 156067 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115554 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11043 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 317Q: 33 clusters Score -1.810745e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18335 members 
Mstep: Class 4 contains 100747 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 110039 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40158 members 
Mstep: Class 15 contains 170641 members 
Mstep: Class 16 contains 131666 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 215861 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 19012 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 155994 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115567 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 318Q: 33 clusters Score -1.810745e+08 nChanged 221
Entering ConstructFrom: 
Score: -181074464.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -3516601.500000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -3516602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3497914.750000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -3497915 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3504520.000000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -3504520 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3505085.250000 Penalty: 5058.163086
	Iteration 2F: 3 clusters Score -3505085 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3505908.000000 Penalty: 5058.163086
	Iteration 3F: 3 clusters Score -3505908 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3507411.250000 Penalty: 5058.163086
	Iteration 4F: 3 clusters Score -3507411 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3509830.500000 Penalty: 5058.163086
	Iteration 5F: 3 clusters Score -3509830 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3512143.250000 Penalty: 5058.163086
	Iteration 6F: 3 clusters Score -3512143 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3513799.500000 Penalty: 5058.163086
	Iteration 7F: 3 clusters Score -3513800 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3514903.500000 Penalty: 5058.163086
	Iteration 8F: 3 clusters Score -3514904 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3515603.000000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -3515603 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3516052.000000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -3516052 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3516386.750000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -3516387 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3516653.750000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -3516654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3516841.500000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -3516842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3516910.250000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -3516910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3516940.750000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -3516941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3516978.500000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -3516978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3516995.000000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -3516995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3516990.000000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -3516990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3517004.250000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -3517004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3517015.250000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -3517015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3517016.750000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -3517017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3517020.250000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -3517020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3517023.750000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -3517024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3517027.250000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -3517027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3517026.500000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -3517026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3517024.000000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -3517024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3517038.500000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -3517038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3517042.750000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -3517043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3517051.000000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -3517051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3517050.500000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -3517050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3517053.000000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -3517053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3517051.750000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -3517052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3517056.250000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -3517056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3517065.500000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -3517066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3517064.250000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -3517064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3517067.000000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -3517067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3517072.500000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -3517072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3517073.500000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -3517074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3517072.250000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -3517072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3517074.500000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -3517074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3517079.000000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -3517079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3517071.500000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -3517072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3517076.000000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -3517076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3517073.000000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -3517073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3517075.500000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -3517076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3517071.500000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -3517072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3517071.250000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -3517071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3517074.500000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -3517074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3517074.500000 Penalty: 5058.163086
	Iteration 49F: 3 clusters Score -3517074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 100744 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 110095 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40162 members 
Mstep: Class 15 contains 170634 members 
Mstep: Class 16 contains 131664 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 215863 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155931 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115570 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Mstep: Class 33 contains 1691 members 
Entering Unmasked Estep 
Score: -181073888.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181074464.000000 to -181073888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Entering Unmasked Estep 
Score: -1801662.375000 Penalty: 2365.671143
	Iteration 0F: 2 clusters Score -1801662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1791462.625000 Penalty: 4731.342285
	Iteration 0F: 3 clusters Score -1791463 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1794678.500000 Penalty: 4731.342285
	Iteration 1F: 3 clusters Score -1794678 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1795285.125000 Penalty: 4731.342285
	Iteration 2F: 3 clusters Score -1795285 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1796094.875000 Penalty: 4731.342285
	Iteration 3F: 3 clusters Score -1796095 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1797102.500000 Penalty: 4731.342285
	Iteration 4F: 3 clusters Score -1797102 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1798138.125000 Penalty: 4731.342285
	Iteration 5F: 3 clusters Score -1798138 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1798930.625000 Penalty: 4731.342285
	Iteration 6F: 3 clusters Score -1798931 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1799520.000000 Penalty: 4731.342285
	Iteration 7Q: 3 clusters Score -1799520 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1799954.750000 Penalty: 4731.342285
	Iteration 8Q: 3 clusters Score -1799955 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1800176.875000 Penalty: 4731.342285
	Iteration 9Q: 3 clusters Score -1800177 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1800286.250000 Penalty: 4731.342285
	Iteration 10Q: 3 clusters Score -1800286 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1800357.000000 Penalty: 4731.342285
	Iteration 11Q: 3 clusters Score -1800357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1800395.125000 Penalty: 4731.342285
	Iteration 12Q: 3 clusters Score -1800395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1800417.750000 Penalty: 4731.342285
	Iteration 13Q: 3 clusters Score -1800418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1800438.875000 Penalty: 4731.342285
	Iteration 14Q: 3 clusters Score -1800439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1800448.125000 Penalty: 4731.342285
	Iteration 15Q: 3 clusters Score -1800448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1800455.750000 Penalty: 4731.342285
	Iteration 16Q: 3 clusters Score -1800456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1800454.750000 Penalty: 4731.342285
	Iteration 17Q: 3 clusters Score -1800455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1800456.125000 Penalty: 4731.342285
	Iteration 18Q: 3 clusters Score -1800456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1800460.375000 Penalty: 4731.342285
	Iteration 19Q: 3 clusters Score -1800460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1800461.125000 Penalty: 4731.342285
	Iteration 20F: 3 clusters Score -1800461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1800464.625000 Penalty: 4731.342285
	Iteration 21Q: 3 clusters Score -1800465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1800465.500000 Penalty: 4731.342285
	Iteration 22Q: 3 clusters Score -1800466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1800470.500000 Penalty: 4731.342285
	Iteration 23Q: 3 clusters Score -1800470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1800469.625000 Penalty: 4731.342285
	Iteration 24Q: 3 clusters Score -1800470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1800469.625000 Penalty: 4731.342285
	Iteration 25Q: 3 clusters Score -1800470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1800473.125000 Penalty: 4731.342285
	Iteration 26Q: 3 clusters Score -1800473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1800473.000000 Penalty: 4731.342285
	Iteration 27Q: 3 clusters Score -1800473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1800473.000000 Penalty: 4731.342285
	Iteration 28F: 3 clusters Score -1800473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Entering Unmasked Estep 
Score: -2392947.250000 Penalty: 2434.535645
	Iteration 0F: 2 clusters Score -2392947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2380012.500000 Penalty: 4869.071289
	Iteration 0F: 3 clusters Score -2380012 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2384277.750000 Penalty: 4869.071289
	Iteration 1F: 3 clusters Score -2384278 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2384951.750000 Penalty: 4869.071289
	Iteration 2F: 3 clusters Score -2384952 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2385893.750000 Penalty: 4869.071289
	Iteration 3F: 3 clusters Score -2385894 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2387208.500000 Penalty: 4869.071289
	Iteration 4F: 3 clusters Score -2387208 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2388695.750000 Penalty: 4869.071289
	Iteration 5F: 3 clusters Score -2388696 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2390051.500000 Penalty: 4869.071289
	Iteration 6F: 3 clusters Score -2390052 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2391028.500000 Penalty: 4869.071289
	Iteration 7F: 3 clusters Score -2391028 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2391621.750000 Penalty: 4869.071289
	Iteration 8Q: 3 clusters Score -2391622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2391884.250000 Penalty: 4869.071289
	Iteration 9Q: 3 clusters Score -2391884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2392013.750000 Penalty: 4869.071289
	Iteration 10Q: 3 clusters Score -2392014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2392077.500000 Penalty: 4869.071289
	Iteration 11Q: 3 clusters Score -2392078 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2392118.750000 Penalty: 4869.071289
	Iteration 12Q: 3 clusters Score -2392119 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2392155.500000 Penalty: 4869.071289
	Iteration 13Q: 3 clusters Score -2392156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2392179.250000 Penalty: 4869.071289
	Iteration 14Q: 3 clusters Score -2392179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2392201.250000 Penalty: 4869.071289
	Iteration 15Q: 3 clusters Score -2392201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2392220.000000 Penalty: 4869.071289
	Iteration 16Q: 3 clusters Score -2392220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2392226.500000 Penalty: 4869.071289
	Iteration 17Q: 3 clusters Score -2392226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2392235.000000 Penalty: 4869.071289
	Iteration 18Q: 3 clusters Score -2392235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2392231.000000 Penalty: 4869.071289
	Iteration 19Q: 3 clusters Score -2392231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2392243.250000 Penalty: 4869.071289
	Iteration 20F: 3 clusters Score -2392243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2392249.750000 Penalty: 4869.071289
	Iteration 21Q: 3 clusters Score -2392250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2392257.750000 Penalty: 4869.071289
	Iteration 22Q: 3 clusters Score -2392258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2392253.250000 Penalty: 4869.071289
	Iteration 23Q: 3 clusters Score -2392253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2392261.000000 Penalty: 4869.071289
	Iteration 24Q: 3 clusters Score -2392261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2392266.500000 Penalty: 4869.071289
	Iteration 25Q: 3 clusters Score -2392266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2392267.250000 Penalty: 4869.071289
	Iteration 26Q: 3 clusters Score -2392267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2392275.250000 Penalty: 4869.071289
	Iteration 27Q: 3 clusters Score -2392275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2392279.750000 Penalty: 4869.071289
	Iteration 28Q: 3 clusters Score -2392280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2392282.750000 Penalty: 4869.071289
	Iteration 29Q: 3 clusters Score -2392283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2392280.750000 Penalty: 4869.071289
	Iteration 30Q: 3 clusters Score -2392281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2392279.750000 Penalty: 4869.071289
	Iteration 31Q: 3 clusters Score -2392280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2392282.250000 Penalty: 4869.071289
	Iteration 32Q: 3 clusters Score -2392282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2392277.250000 Penalty: 4869.071289
	Iteration 33Q: 3 clusters Score -2392277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2392279.250000 Penalty: 4869.071289
	Iteration 34Q: 3 clusters Score -2392279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2392283.000000 Penalty: 4869.071289
	Iteration 35Q: 3 clusters Score -2392283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2392284.500000 Penalty: 4869.071289
	Iteration 36Q: 3 clusters Score -2392284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2392282.250000 Penalty: 4869.071289
	Iteration 37Q: 3 clusters Score -2392282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2392282.000000 Penalty: 4869.071289
	Iteration 38Q: 3 clusters Score -2392282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2392283.750000 Penalty: 4869.071289
	Iteration 39Q: 3 clusters Score -2392284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2392285.250000 Penalty: 4869.071289
	Iteration 40F: 3 clusters Score -2392285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2392289.000000 Penalty: 4869.071289
	Iteration 41Q: 3 clusters Score -2392289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2392287.000000 Penalty: 4869.071289
	Iteration 42Q: 3 clusters Score -2392287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2392287.250000 Penalty: 4869.071289
	Iteration 43Q: 3 clusters Score -2392287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2392289.750000 Penalty: 4869.071289
	Iteration 44Q: 3 clusters Score -2392290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2392287.250000 Penalty: 4869.071289
	Iteration 45Q: 3 clusters Score -2392287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2392287.250000 Penalty: 4869.071289
	Iteration 46F: 3 clusters Score -2392287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Entering Unmasked Estep 
Score: -13256983.000000 Penalty: 2857.043945
	Iteration 0F: 2 clusters Score -1.325698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -13189889.000000 Penalty: 5714.087891
	Iteration 0F: 3 clusters Score -1.318989e+07 nChanged 47696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -13217144.000000 Penalty: 5714.087891
	Iteration 1F: 3 clusters Score -1.321714e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -13218032.000000 Penalty: 5714.087891
	Iteration 2Q: 3 clusters Score -1.321803e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -13219508.000000 Penalty: 5714.087891
	Iteration 3Q: 3 clusters Score -1.321951e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -13221515.000000 Penalty: 5714.087891
	Iteration 4Q: 3 clusters Score -1.322152e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5714.087891
	Iteration 5F: 3 clusters Score -1.322442e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -13227949.000000 Penalty: 5714.087891
	Iteration 6F: 3 clusters Score -1.322795e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -13231150.000000 Penalty: 5714.087891
	Iteration 7F: 3 clusters Score -1.323115e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -13233672.000000 Penalty: 5714.087891
	Iteration 8F: 3 clusters Score -1.323367e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -13235459.000000 Penalty: 5714.087891
	Iteration 9Q: 3 clusters Score -1.323546e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -13236722.000000 Penalty: 5714.087891
	Iteration 10Q: 3 clusters Score -1.323672e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -13237728.000000 Penalty: 5714.087891
	Iteration 11Q: 3 clusters Score -1.323773e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -13238634.000000 Penalty: 5714.087891
	Iteration 12Q: 3 clusters Score -1.323863e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -13239519.000000 Penalty: 5714.087891
	Iteration 13Q: 3 clusters Score -1.323952e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -13240686.000000 Penalty: 5714.087891
	Iteration 14Q: 3 clusters Score -1.324069e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -13242016.000000 Penalty: 5714.087891
	Iteration 15Q: 3 clusters Score -1.324202e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -13243782.000000 Penalty: 5714.087891
	Iteration 16Q: 3 clusters Score -1.324378e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -13245908.000000 Penalty: 5714.087891
	Iteration 17Q: 3 clusters Score -1.324591e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -13247950.000000 Penalty: 5714.087891
	Iteration 18Q: 3 clusters Score -1.324795e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -13249351.000000 Penalty: 5714.087891
	Iteration 19Q: 3 clusters Score -1.324935e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -13250435.000000 Penalty: 5714.087891
	Iteration 20F: 3 clusters Score -1.325044e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -13251179.000000 Penalty: 5714.087891
	Iteration 21Q: 3 clusters Score -1.325118e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -13251640.000000 Penalty: 5714.087891
	Iteration 22Q: 3 clusters Score -1.325164e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -13252069.000000 Penalty: 5714.087891
	Iteration 23Q: 3 clusters Score -1.325207e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -13252278.000000 Penalty: 5714.087891
	Iteration 24Q: 3 clusters Score -1.325228e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -13252491.000000 Penalty: 5714.087891
	Iteration 25Q: 3 clusters Score -1.325249e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -13252704.000000 Penalty: 5714.087891
	Iteration 26Q: 3 clusters Score -1.32527e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -13252871.000000 Penalty: 5714.087891
	Iteration 27Q: 3 clusters Score -1.325287e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -13253085.000000 Penalty: 5714.087891
	Iteration 28Q: 3 clusters Score -1.325308e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -13253232.000000 Penalty: 5714.087891
	Iteration 29Q: 3 clusters Score -1.325323e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -13253365.000000 Penalty: 5714.087891
	Iteration 30Q: 3 clusters Score -1.325336e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -13253510.000000 Penalty: 5714.087891
	Iteration 31Q: 3 clusters Score -1.325351e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -13253653.000000 Penalty: 5714.087891
	Iteration 32Q: 3 clusters Score -1.325365e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -13253737.000000 Penalty: 5714.087891
	Iteration 33Q: 3 clusters Score -1.325374e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -13253831.000000 Penalty: 5714.087891
	Iteration 34Q: 3 clusters Score -1.325383e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -13253906.000000 Penalty: 5714.087891
	Iteration 35Q: 3 clusters Score -1.325391e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -13253970.000000 Penalty: 5714.087891
	Iteration 36Q: 3 clusters Score -1.325397e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -13254014.000000 Penalty: 5714.087891
	Iteration 37Q: 3 clusters Score -1.325401e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -13254014.000000 Penalty: 5714.087891
	Iteration 38Q: 3 clusters Score -1.325401e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -13254102.000000 Penalty: 5714.087891
	Iteration 39Q: 3 clusters Score -1.32541e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -13254189.000000 Penalty: 5714.087891
	Iteration 40F: 3 clusters Score -1.325419e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -13254250.000000 Penalty: 5714.087891
	Iteration 41Q: 3 clusters Score -1.325425e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -13254304.000000 Penalty: 5714.087891
	Iteration 42Q: 3 clusters Score -1.32543e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -13254368.000000 Penalty: 5714.087891
	Iteration 43Q: 3 clusters Score -1.325437e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -13254409.000000 Penalty: 5714.087891
	Iteration 44Q: 3 clusters Score -1.325441e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -13254423.000000 Penalty: 5714.087891
	Iteration 45Q: 3 clusters Score -1.325442e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -13254471.000000 Penalty: 5714.087891
	Iteration 46Q: 3 clusters Score -1.325447e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -13254472.000000 Penalty: 5714.087891
	Iteration 47Q: 3 clusters Score -1.325447e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -13254481.000000 Penalty: 5714.087891
	Iteration 48Q: 3 clusters Score -1.325448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -13254491.000000 Penalty: 5714.087891
	Iteration 49Q: 3 clusters Score -1.325449e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -13254536.000000 Penalty: 5714.087891
	Iteration 50Q: 3 clusters Score -1.325454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -13254523.000000 Penalty: 5714.087891
	Iteration 51Q: 3 clusters Score -1.325452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -13254547.000000 Penalty: 5714.087891
	Iteration 52Q: 3 clusters Score -1.325455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13254540.000000 Penalty: 5714.087891
	Iteration 53Q: 3 clusters Score -1.325454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -13254550.000000 Penalty: 5714.087891
	Iteration 54Q: 3 clusters Score -1.325455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -13254566.000000 Penalty: 5714.087891
	Iteration 55Q: 3 clusters Score -1.325457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -13254570.000000 Penalty: 5714.087891
	Iteration 56Q: 3 clusters Score -1.325457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -13254584.000000 Penalty: 5714.087891
	Iteration 57Q: 3 clusters Score -1.325458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -13254597.000000 Penalty: 5714.087891
	Iteration 58Q: 3 clusters Score -1.32546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -13254600.000000 Penalty: 5714.087891
	Iteration 59Q: 3 clusters Score -1.32546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -13254611.000000 Penalty: 5714.087891
	Iteration 60F: 3 clusters Score -1.325461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -13254622.000000 Penalty: 5714.087891
	Iteration 61Q: 3 clusters Score -1.325462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -13254619.000000 Penalty: 5714.087891
	Iteration 62Q: 3 clusters Score -1.325462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -13254617.000000 Penalty: 5714.087891
	Iteration 63Q: 3 clusters Score -1.325462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -13254612.000000 Penalty: 5714.087891
	Iteration 64Q: 3 clusters Score -1.325461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -13254629.000000 Penalty: 5714.087891
	Iteration 65Q: 3 clusters Score -1.325463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -13254634.000000 Penalty: 5714.087891
	Iteration 66Q: 3 clusters Score -1.325463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -13254638.000000 Penalty: 5714.087891
	Iteration 67Q: 3 clusters Score -1.325464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -13254644.000000 Penalty: 5714.087891
	Iteration 68Q: 3 clusters Score -1.325464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -13254634.000000 Penalty: 5714.087891
	Iteration 69Q: 3 clusters Score -1.325463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -13254637.000000 Penalty: 5714.087891
	Iteration 70Q: 3 clusters Score -1.325464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -13254638.000000 Penalty: 5714.087891
	Iteration 71Q: 3 clusters Score -1.325464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -13254655.000000 Penalty: 5714.087891
	Iteration 72Q: 3 clusters Score -1.325466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -13254647.000000 Penalty: 5714.087891
	Iteration 73Q: 3 clusters Score -1.325465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -13254653.000000 Penalty: 5714.087891
	Iteration 74Q: 3 clusters Score -1.325465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -13254669.000000 Penalty: 5714.087891
	Iteration 75Q: 3 clusters Score -1.325467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -13254670.000000 Penalty: 5714.087891
	Iteration 76Q: 3 clusters Score -1.325467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -13254675.000000 Penalty: 5714.087891
	Iteration 77Q: 3 clusters Score -1.325468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -13254679.000000 Penalty: 5714.087891
	Iteration 78Q: 3 clusters Score -1.325468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -13254684.000000 Penalty: 5714.087891
	Iteration 79Q: 3 clusters Score -1.325468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -13254692.000000 Penalty: 5714.087891
	Iteration 80F: 3 clusters Score -1.325469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -13254683.000000 Penalty: 5714.087891
	Iteration 81Q: 3 clusters Score -1.325468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -13254672.000000 Penalty: 5714.087891
	Iteration 82Q: 3 clusters Score -1.325467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -13254668.000000 Penalty: 5714.087891
	Iteration 83Q: 3 clusters Score -1.325467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -13254680.000000 Penalty: 5714.087891
	Iteration 84Q: 3 clusters Score -1.325468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -13254683.000000 Penalty: 5714.087891
	Iteration 85Q: 3 clusters Score -1.325468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -13254691.000000 Penalty: 5714.087891
	Iteration 86Q: 3 clusters Score -1.325469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -13254692.000000 Penalty: 5714.087891
	Iteration 87Q: 3 clusters Score -1.325469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -13254689.000000 Penalty: 5714.087891
	Iteration 88Q: 3 clusters Score -1.325469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -13254691.000000 Penalty: 5714.087891
	Iteration 89Q: 3 clusters Score -1.325469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -13254689.000000 Penalty: 5714.087891
	Iteration 90Q: 3 clusters Score -1.325469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -13254688.000000 Penalty: 5714.087891
	Iteration 91Q: 3 clusters Score -1.325469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -13254693.000000 Penalty: 5714.087891
	Iteration 92Q: 3 clusters Score -1.325469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -13254698.000000 Penalty: 5714.087891
	Iteration 93Q: 3 clusters Score -1.32547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -13254694.000000 Penalty: 5714.087891
	Iteration 94Q: 3 clusters Score -1.325469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -13254697.000000 Penalty: 5714.087891
	Iteration 95Q: 3 clusters Score -1.32547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -13254701.000000 Penalty: 5714.087891
	Iteration 96Q: 3 clusters Score -1.32547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -13254707.000000 Penalty: 5714.087891
	Iteration 97Q: 3 clusters Score -1.325471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -13254707.000000 Penalty: 5714.087891
	Iteration 98Q: 3 clusters Score -1.325471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -13254707.000000 Penalty: 5714.087891
	Iteration 99F: 3 clusters Score -1.325471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100733.187500 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100733.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100982.851562 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -100982.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101062.304688 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101062.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101096.976562 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101117.531250 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101127.312500 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101127.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101132.273438 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101135.382812 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101136.820312 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101138.507812 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101143.039062 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101144.359375 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101144.867188 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101144.867188 Penalty: 3320.502686
	Iteration 13F: 3 clusters Score -101144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -2089865.625000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -2089866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2078470.750000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -2078471 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2082104.125000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -2082104 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2082736.750000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -2082737 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2083546.750000 Penalty: 4800.457520
	Iteration 3F: 3 clusters Score -2083547 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2084416.000000 Penalty: 4800.457520
	Iteration 4F: 3 clusters Score -2084416 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2085217.375000 Penalty: 4800.457520
	Iteration 5F: 3 clusters Score -2085217 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2085920.250000 Penalty: 4800.457520
	Iteration 6F: 3 clusters Score -2085920 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2086351.000000 Penalty: 4800.457520
	Iteration 7F: 3 clusters Score -2086351 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2086621.000000 Penalty: 4800.457520
	Iteration 8Q: 3 clusters Score -2086621 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2086776.250000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -2086776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2086872.500000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -2086872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2086962.500000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -2086962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2087031.625000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -2087032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2087092.750000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -2087093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2087151.375000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -2087151 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2087212.375000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -2087212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2087268.000000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -2087268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2087331.875000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -2087332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2087396.375000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -2087396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2087459.125000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -2087459 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2087551.375000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -2087551 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2087652.375000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -2087652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2087750.875000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -2087751 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2087847.500000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -2087848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2087931.125000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -2087931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2087991.250000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -2087991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2088035.500000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -2088036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2088069.500000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -2088070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2088109.625000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -2088110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2088130.250000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -2088130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2088149.250000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -2088149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2088175.250000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -2088175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2088193.750000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -2088194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2088202.875000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -2088203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2088217.000000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -2088217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2088220.750000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -2088221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2088237.000000 Penalty: 4800.457520
	Iteration 36Q: 3 clusters Score -2088237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2088242.375000 Penalty: 4800.457520
	Iteration 37Q: 3 clusters Score -2088242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2088262.750000 Penalty: 4800.457520
	Iteration 38Q: 3 clusters Score -2088263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2088284.000000 Penalty: 4800.457520
	Iteration 39Q: 3 clusters Score -2088284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2088301.875000 Penalty: 4800.457520
	Iteration 40F: 3 clusters Score -2088302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2088320.000000 Penalty: 4800.457520
	Iteration 41Q: 3 clusters Score -2088320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2088350.250000 Penalty: 4800.457520
	Iteration 42Q: 3 clusters Score -2088350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2088361.125000 Penalty: 4800.457520
	Iteration 43Q: 3 clusters Score -2088361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2088377.875000 Penalty: 4800.457520
	Iteration 44Q: 3 clusters Score -2088378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2088396.375000 Penalty: 4800.457520
	Iteration 45Q: 3 clusters Score -2088396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2088408.500000 Penalty: 4800.457520
	Iteration 46Q: 3 clusters Score -2088408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2088416.625000 Penalty: 4800.457520
	Iteration 47Q: 3 clusters Score -2088417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2088420.125000 Penalty: 4800.457520
	Iteration 48Q: 3 clusters Score -2088420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2088425.250000 Penalty: 4800.457520
	Iteration 49Q: 3 clusters Score -2088425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2088429.000000 Penalty: 4800.457520
	Iteration 50Q: 3 clusters Score -2088429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2088439.625000 Penalty: 4800.457520
	Iteration 51Q: 3 clusters Score -2088440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2088442.250000 Penalty: 4800.457520
	Iteration 52Q: 3 clusters Score -2088442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2088443.875000 Penalty: 4800.457520
	Iteration 53Q: 3 clusters Score -2088444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2088449.625000 Penalty: 4800.457520
	Iteration 54Q: 3 clusters Score -2088450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2088447.125000 Penalty: 4800.457520
	Iteration 55Q: 3 clusters Score -2088447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2088450.250000 Penalty: 4800.457520
	Iteration 56Q: 3 clusters Score -2088450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2088454.250000 Penalty: 4800.457520
	Iteration 57Q: 3 clusters Score -2088454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2088457.250000 Penalty: 4800.457520
	Iteration 58Q: 3 clusters Score -2088457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2088458.000000 Penalty: 4800.457520
	Iteration 59Q: 3 clusters Score -2088458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2088461.750000 Penalty: 4800.457520
	Iteration 60F: 3 clusters Score -2088462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2088464.125000 Penalty: 4800.457520
	Iteration 61Q: 3 clusters Score -2088464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2088466.625000 Penalty: 4800.457520
	Iteration 62Q: 3 clusters Score -2088467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2088465.625000 Penalty: 4800.457520
	Iteration 63Q: 3 clusters Score -2088466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2088470.500000 Penalty: 4800.457520
	Iteration 64Q: 3 clusters Score -2088470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2088472.000000 Penalty: 4800.457520
	Iteration 65Q: 3 clusters Score -2088472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2088471.000000 Penalty: 4800.457520
	Iteration 66Q: 3 clusters Score -2088471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2088475.000000 Penalty: 4800.457520
	Iteration 67Q: 3 clusters Score -2088475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2088470.250000 Penalty: 4800.457520
	Iteration 68Q: 3 clusters Score -2088470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2088471.875000 Penalty: 4800.457520
	Iteration 69Q: 3 clusters Score -2088472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2088471.875000 Penalty: 4800.457520
	Iteration 70F: 3 clusters Score -2088472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (110095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Entering Unmasked Estep 
Score: -14843570.000000 Penalty: 2879.056396
	Iteration 0F: 2 clusters Score -1.484357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -14770384.000000 Penalty: 5758.112793
	Iteration 0F: 3 clusters Score -1.477038e+07 nChanged 52206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -14800116.000000 Penalty: 5758.112793
	Iteration 1F: 3 clusters Score -1.480012e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -14800864.000000 Penalty: 5758.112793
	Iteration 2Q: 3 clusters Score -1.480086e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -14801576.000000 Penalty: 5758.112793
	Iteration 3Q: 3 clusters Score -1.480158e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -14802492.000000 Penalty: 5758.112793
	Iteration 4Q: 3 clusters Score -1.480249e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -14803718.000000 Penalty: 5758.112793
	Iteration 5Q: 3 clusters Score -1.480372e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -14805476.000000 Penalty: 5758.112793
	Iteration 6Q: 3 clusters Score -1.480548e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -14808467.000000 Penalty: 5758.112793
	Iteration 7F: 3 clusters Score -1.480847e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -14812903.000000 Penalty: 5758.112793
	Iteration 8F: 3 clusters Score -1.48129e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -14819260.000000 Penalty: 5758.112793
	Iteration 9F: 3 clusters Score -1.481926e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -14826419.000000 Penalty: 5758.112793
	Iteration 10F: 3 clusters Score -1.482642e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -14832153.000000 Penalty: 5758.112793
	Iteration 11Q: 3 clusters Score -1.483215e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -14835309.000000 Penalty: 5758.112793
	Iteration 12Q: 3 clusters Score -1.483531e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -14836540.000000 Penalty: 5758.112793
	Iteration 13Q: 3 clusters Score -1.483654e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -14837150.000000 Penalty: 5758.112793
	Iteration 14Q: 3 clusters Score -1.483715e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -14837603.000000 Penalty: 5758.112793
	Iteration 15Q: 3 clusters Score -1.48376e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -14837973.000000 Penalty: 5758.112793
	Iteration 16Q: 3 clusters Score -1.483797e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -14838274.000000 Penalty: 5758.112793
	Iteration 17Q: 3 clusters Score -1.483827e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -14838476.000000 Penalty: 5758.112793
	Iteration 18Q: 3 clusters Score -1.483848e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -14838645.000000 Penalty: 5758.112793
	Iteration 19Q: 3 clusters Score -1.483864e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98670 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -14838849.000000 Penalty: 5758.112793
	Iteration 20F: 3 clusters Score -1.483885e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -14838981.000000 Penalty: 5758.112793
	Iteration 21Q: 3 clusters Score -1.483898e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -14839161.000000 Penalty: 5758.112793
	Iteration 22Q: 3 clusters Score -1.483916e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -14839272.000000 Penalty: 5758.112793
	Iteration 23Q: 3 clusters Score -1.483927e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -14839400.000000 Penalty: 5758.112793
	Iteration 24Q: 3 clusters Score -1.48394e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -14839436.000000 Penalty: 5758.112793
	Iteration 25Q: 3 clusters Score -1.483944e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -14839515.000000 Penalty: 5758.112793
	Iteration 26Q: 3 clusters Score -1.483952e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -14839599.000000 Penalty: 5758.112793
	Iteration 27Q: 3 clusters Score -1.48396e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -14839675.000000 Penalty: 5758.112793
	Iteration 28Q: 3 clusters Score -1.483968e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -14839737.000000 Penalty: 5758.112793
	Iteration 29Q: 3 clusters Score -1.483974e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -14839793.000000 Penalty: 5758.112793
	Iteration 30Q: 3 clusters Score -1.483979e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -14839884.000000 Penalty: 5758.112793
	Iteration 31Q: 3 clusters Score -1.483988e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -14839948.000000 Penalty: 5758.112793
	Iteration 32Q: 3 clusters Score -1.483995e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -14840043.000000 Penalty: 5758.112793
	Iteration 33Q: 3 clusters Score -1.484004e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -14840123.000000 Penalty: 5758.112793
	Iteration 34Q: 3 clusters Score -1.484012e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -14840199.000000 Penalty: 5758.112793
	Iteration 35Q: 3 clusters Score -1.48402e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -14840207.000000 Penalty: 5758.112793
	Iteration 36Q: 3 clusters Score -1.484021e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -14840210.000000 Penalty: 5758.112793
	Iteration 37Q: 3 clusters Score -1.484021e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105343 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -14840239.000000 Penalty: 5758.112793
	Iteration 38Q: 3 clusters Score -1.484024e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -14840315.000000 Penalty: 5758.112793
	Iteration 39Q: 3 clusters Score -1.484032e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14840336.000000 Penalty: 5758.112793
	Iteration 40F: 3 clusters Score -1.484034e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -14840375.000000 Penalty: 5758.112793
	Iteration 41Q: 3 clusters Score -1.484038e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -14840448.000000 Penalty: 5758.112793
	Iteration 42Q: 3 clusters Score -1.484045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -14840458.000000 Penalty: 5758.112793
	Iteration 43Q: 3 clusters Score -1.484046e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -14840487.000000 Penalty: 5758.112793
	Iteration 44Q: 3 clusters Score -1.484049e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -14840542.000000 Penalty: 5758.112793
	Iteration 45Q: 3 clusters Score -1.484054e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -14840587.000000 Penalty: 5758.112793
	Iteration 46Q: 3 clusters Score -1.484059e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14840600.000000 Penalty: 5758.112793
	Iteration 47Q: 3 clusters Score -1.48406e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -14840638.000000 Penalty: 5758.112793
	Iteration 48Q: 3 clusters Score -1.484064e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -14840707.000000 Penalty: 5758.112793
	Iteration 49Q: 3 clusters Score -1.484071e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14840775.000000 Penalty: 5758.112793
	Iteration 50Q: 3 clusters Score -1.484078e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -14840804.000000 Penalty: 5758.112793
	Iteration 51Q: 3 clusters Score -1.48408e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -14840846.000000 Penalty: 5758.112793
	Iteration 52Q: 3 clusters Score -1.484085e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14840878.000000 Penalty: 5758.112793
	Iteration 53Q: 3 clusters Score -1.484088e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -14840957.000000 Penalty: 5758.112793
	Iteration 54Q: 3 clusters Score -1.484096e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14840987.000000 Penalty: 5758.112793
	Iteration 55Q: 3 clusters Score -1.484099e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -14841027.000000 Penalty: 5758.112793
	Iteration 56Q: 3 clusters Score -1.484103e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -14841031.000000 Penalty: 5758.112793
	Iteration 57Q: 3 clusters Score -1.484103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14841034.000000 Penalty: 5758.112793
	Iteration 58Q: 3 clusters Score -1.484103e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14841023.000000 Penalty: 5758.112793
	Iteration 59Q: 3 clusters Score -1.484102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -14841042.000000 Penalty: 5758.112793
	Iteration 60F: 3 clusters Score -1.484104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14841081.000000 Penalty: 5758.112793
	Iteration 61Q: 3 clusters Score -1.484108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14841082.000000 Penalty: 5758.112793
	Iteration 62Q: 3 clusters Score -1.484108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14841080.000000 Penalty: 5758.112793
	Iteration 63Q: 3 clusters Score -1.484108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -14841076.000000 Penalty: 5758.112793
	Iteration 64Q: 3 clusters Score -1.484108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -14841076.000000 Penalty: 5758.112793
	Iteration 65Q: 3 clusters Score -1.484108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108468 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14841068.000000 Penalty: 5758.112793
	Iteration 66Q: 3 clusters Score -1.484107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14841076.000000 Penalty: 5758.112793
	Iteration 67Q: 3 clusters Score -1.484108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14841076.000000 Penalty: 5758.112793
	Iteration 68Q: 3 clusters Score -1.484108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14841103.000000 Penalty: 5758.112793
	Iteration 69Q: 3 clusters Score -1.48411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -14841098.000000 Penalty: 5758.112793
	Iteration 70Q: 3 clusters Score -1.48411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -14841110.000000 Penalty: 5758.112793
	Iteration 71Q: 3 clusters Score -1.484111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -14841125.000000 Penalty: 5758.112793
	Iteration 72Q: 3 clusters Score -1.484112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14841126.000000 Penalty: 5758.112793
	Iteration 73Q: 3 clusters Score -1.484113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14841131.000000 Penalty: 5758.112793
	Iteration 74Q: 3 clusters Score -1.484113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14841129.000000 Penalty: 5758.112793
	Iteration 75Q: 3 clusters Score -1.484113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14841125.000000 Penalty: 5758.112793
	Iteration 76Q: 3 clusters Score -1.484112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14841129.000000 Penalty: 5758.112793
	Iteration 77Q: 3 clusters Score -1.484113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14841137.000000 Penalty: 5758.112793
	Iteration 78Q: 3 clusters Score -1.484114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14841128.000000 Penalty: 5758.112793
	Iteration 79Q: 3 clusters Score -1.484113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -14841148.000000 Penalty: 5758.112793
	Iteration 80F: 3 clusters Score -1.484115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14841143.000000 Penalty: 5758.112793
	Iteration 81Q: 3 clusters Score -1.484114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14841147.000000 Penalty: 5758.112793
	Iteration 82Q: 3 clusters Score -1.484115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14841148.000000 Penalty: 5758.112793
	Iteration 83Q: 3 clusters Score -1.484115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14841163.000000 Penalty: 5758.112793
	Iteration 84Q: 3 clusters Score -1.484116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -14841168.000000 Penalty: 5758.112793
	Iteration 85Q: 3 clusters Score -1.484117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -14841187.000000 Penalty: 5758.112793
	Iteration 86Q: 3 clusters Score -1.484119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14841184.000000 Penalty: 5758.112793
	Iteration 87Q: 3 clusters Score -1.484118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14841178.000000 Penalty: 5758.112793
	Iteration 88Q: 3 clusters Score -1.484118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14841198.000000 Penalty: 5758.112793
	Iteration 89Q: 3 clusters Score -1.48412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -14841198.000000 Penalty: 5758.112793
	Iteration 90Q: 3 clusters Score -1.48412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14841201.000000 Penalty: 5758.112793
	Iteration 91Q: 3 clusters Score -1.48412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14841204.000000 Penalty: 5758.112793
	Iteration 92Q: 3 clusters Score -1.48412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14841203.000000 Penalty: 5758.112793
	Iteration 93Q: 3 clusters Score -1.48412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14841206.000000 Penalty: 5758.112793
	Iteration 94Q: 3 clusters Score -1.484121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14841202.000000 Penalty: 5758.112793
	Iteration 95Q: 3 clusters Score -1.48412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14841207.000000 Penalty: 5758.112793
	Iteration 96Q: 3 clusters Score -1.484121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14841207.000000 Penalty: 5758.112793
	Iteration 97Q: 3 clusters Score -1.484121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14841207.000000 Penalty: 5758.112793
	Iteration 98Q: 3 clusters Score -1.484121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14841213.000000 Penalty: 5758.112793
	Iteration 99Q: 3 clusters Score -1.484121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14841199.000000 Penalty: 5758.112793
	Iteration 100F: 3 clusters Score -1.48412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14841199.000000 Penalty: 5758.112793
	Iteration 101Q: 3 clusters Score -1.48412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14841207.000000 Penalty: 5758.112793
	Iteration 102Q: 3 clusters Score -1.484121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -14841209.000000 Penalty: 5758.112793
	Iteration 103Q: 3 clusters Score -1.484121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14841200.000000 Penalty: 5758.112793
	Iteration 104Q: 3 clusters Score -1.48412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14841194.000000 Penalty: 5758.112793
	Iteration 105Q: 3 clusters Score -1.484119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14841209.000000 Penalty: 5758.112793
	Iteration 106Q: 3 clusters Score -1.484121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14841211.000000 Penalty: 5758.112793
	Iteration 107Q: 3 clusters Score -1.484121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14841214.000000 Penalty: 5758.112793
	Iteration 108Q: 3 clusters Score -1.484121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14841220.000000 Penalty: 5758.112793
	Iteration 109Q: 3 clusters Score -1.484122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -14841219.000000 Penalty: 5758.112793
	Iteration 110Q: 3 clusters Score -1.484122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14841207.000000 Penalty: 5758.112793
	Iteration 111Q: 3 clusters Score -1.484121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14841212.000000 Penalty: 5758.112793
	Iteration 112Q: 3 clusters Score -1.484121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14841214.000000 Penalty: 5758.112793
	Iteration 113Q: 3 clusters Score -1.484121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14841212.000000 Penalty: 5758.112793
	Iteration 114Q: 3 clusters Score -1.484121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14841222.000000 Penalty: 5758.112793
	Iteration 115Q: 3 clusters Score -1.484122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14841227.000000 Penalty: 5758.112793
	Iteration 116Q: 3 clusters Score -1.484123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14841226.000000 Penalty: 5758.112793
	Iteration 117Q: 3 clusters Score -1.484123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14841226.000000 Penalty: 5758.112793
	Iteration 118F: 3 clusters Score -1.484123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -681175.875000 Penalty: 2119.883301
	Iteration 0F: 2 clusters Score -681175.9 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 2551 members 
Entering Unmasked Estep 
Score: -676622.437500 Penalty: 4239.766602
	Iteration 0F: 3 clusters Score -676622.4 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -678034.437500 Penalty: 4239.766602
	Iteration 1F: 3 clusters Score -678034.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -678566.812500 Penalty: 4239.766602
	Iteration 2F: 3 clusters Score -678566.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -678951.875000 Penalty: 4239.766602
	Iteration 3F: 3 clusters Score -678951.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -679198.875000 Penalty: 4239.766602
	Iteration 4F: 3 clusters Score -679198.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -679369.187500 Penalty: 4239.766602
	Iteration 5Q: 3 clusters Score -679369.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -679508.187500 Penalty: 4239.766602
	Iteration 6Q: 3 clusters Score -679508.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -679627.375000 Penalty: 4239.766602
	Iteration 7Q: 3 clusters Score -679627.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -679708.687500 Penalty: 4239.766602
	Iteration 8Q: 3 clusters Score -679708.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -679761.687500 Penalty: 4239.766602
	Iteration 9Q: 3 clusters Score -679761.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -679800.187500 Penalty: 4239.766602
	Iteration 10Q: 3 clusters Score -679800.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -679844.125000 Penalty: 4239.766602
	Iteration 11Q: 3 clusters Score -679844.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -679873.187500 Penalty: 4239.766602
	Iteration 12Q: 3 clusters Score -679873.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -679894.937500 Penalty: 4239.766602
	Iteration 13Q: 3 clusters Score -679894.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -679913.562500 Penalty: 4239.766602
	Iteration 14Q: 3 clusters Score -679913.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -679931.187500 Penalty: 4239.766602
	Iteration 15Q: 3 clusters Score -679931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -679946.250000 Penalty: 4239.766602
	Iteration 16Q: 3 clusters Score -679946.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -679960.562500 Penalty: 4239.766602
	Iteration 17Q: 3 clusters Score -679960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -679971.187500 Penalty: 4239.766602
	Iteration 18Q: 3 clusters Score -679971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -679980.312500 Penalty: 4239.766602
	Iteration 19Q: 3 clusters Score -679980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -679984.812500 Penalty: 4239.766602
	Iteration 20F: 3 clusters Score -679984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -679989.750000 Penalty: 4239.766602
	Iteration 21Q: 3 clusters Score -679989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -679993.562500 Penalty: 4239.766602
	Iteration 22Q: 3 clusters Score -679993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -679997.625000 Penalty: 4239.766602
	Iteration 23Q: 3 clusters Score -679997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -679997.875000 Penalty: 4239.766602
	Iteration 24Q: 3 clusters Score -679997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -679999.812500 Penalty: 4239.766602
	Iteration 25Q: 3 clusters Score -679999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -680000.437500 Penalty: 4239.766602
	Iteration 26Q: 3 clusters Score -680000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -680000.625000 Penalty: 4239.766602
	Iteration 27Q: 3 clusters Score -680000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -680000.937500 Penalty: 4239.766602
	Iteration 28Q: 3 clusters Score -680000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -680000.937500 Penalty: 4239.766602
	Iteration 29F: 3 clusters Score -680000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Entering Unmasked Estep 
Score: -1838664.250000 Penalty: 2369.409668
	Iteration 0F: 2 clusters Score -1838664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1828395.750000 Penalty: 4738.819336
	Iteration 0F: 3 clusters Score -1828396 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1831985.375000 Penalty: 4738.819336
	Iteration 1F: 3 clusters Score -1831985 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1832909.000000 Penalty: 4738.819336
	Iteration 2F: 3 clusters Score -1832909 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1833821.000000 Penalty: 4738.819336
	Iteration 3F: 3 clusters Score -1833821 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1834527.000000 Penalty: 4738.819336
	Iteration 4F: 3 clusters Score -1834527 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1835047.125000 Penalty: 4738.819336
	Iteration 5F: 3 clusters Score -1835047 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1835423.125000 Penalty: 4738.819336
	Iteration 6Q: 3 clusters Score -1835423 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1835681.375000 Penalty: 4738.819336
	Iteration 7Q: 3 clusters Score -1835681 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1835873.250000 Penalty: 4738.819336
	Iteration 8Q: 3 clusters Score -1835873 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1836023.375000 Penalty: 4738.819336
	Iteration 9Q: 3 clusters Score -1836023 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1836147.750000 Penalty: 4738.819336
	Iteration 10Q: 3 clusters Score -1836148 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1836261.875000 Penalty: 4738.819336
	Iteration 11Q: 3 clusters Score -1836262 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1836380.000000 Penalty: 4738.819336
	Iteration 12Q: 3 clusters Score -1836380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1836473.875000 Penalty: 4738.819336
	Iteration 13Q: 3 clusters Score -1836474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1836589.250000 Penalty: 4738.819336
	Iteration 14Q: 3 clusters Score -1836589 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1836718.250000 Penalty: 4738.819336
	Iteration 15Q: 3 clusters Score -1836718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1836881.000000 Penalty: 4738.819336
	Iteration 16Q: 3 clusters Score -1836881 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1837044.875000 Penalty: 4738.819336
	Iteration 17Q: 3 clusters Score -1837045 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1837183.750000 Penalty: 4738.819336
	Iteration 18Q: 3 clusters Score -1837184 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1837337.375000 Penalty: 4738.819336
	Iteration 19Q: 3 clusters Score -1837337 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1837485.125000 Penalty: 4738.819336
	Iteration 20F: 3 clusters Score -1837485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1837602.000000 Penalty: 4738.819336
	Iteration 21Q: 3 clusters Score -1837602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1837707.125000 Penalty: 4738.819336
	Iteration 22Q: 3 clusters Score -1837707 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1837786.250000 Penalty: 4738.819336
	Iteration 23Q: 3 clusters Score -1837786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1837835.125000 Penalty: 4738.819336
	Iteration 24Q: 3 clusters Score -1837835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1837870.125000 Penalty: 4738.819336
	Iteration 25Q: 3 clusters Score -1837870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1837892.000000 Penalty: 4738.819336
	Iteration 26Q: 3 clusters Score -1837892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1837904.000000 Penalty: 4738.819336
	Iteration 27Q: 3 clusters Score -1837904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1837908.375000 Penalty: 4738.819336
	Iteration 28Q: 3 clusters Score -1837908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1837915.500000 Penalty: 4738.819336
	Iteration 29Q: 3 clusters Score -1837916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1837920.250000 Penalty: 4738.819336
	Iteration 30Q: 3 clusters Score -1837920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1837924.750000 Penalty: 4738.819336
	Iteration 31Q: 3 clusters Score -1837925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1837929.750000 Penalty: 4738.819336
	Iteration 32Q: 3 clusters Score -1837930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1837935.625000 Penalty: 4738.819336
	Iteration 33Q: 3 clusters Score -1837936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1837946.500000 Penalty: 4738.819336
	Iteration 34Q: 3 clusters Score -1837946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1837946.125000 Penalty: 4738.819336
	Iteration 35Q: 3 clusters Score -1837946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1837948.875000 Penalty: 4738.819336
	Iteration 36Q: 3 clusters Score -1837949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1837954.125000 Penalty: 4738.819336
	Iteration 37Q: 3 clusters Score -1837954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1837956.875000 Penalty: 4738.819336
	Iteration 38Q: 3 clusters Score -1837957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1837958.125000 Penalty: 4738.819336
	Iteration 39Q: 3 clusters Score -1837958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1837962.000000 Penalty: 4738.819336
	Iteration 40F: 3 clusters Score -1837962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1837960.875000 Penalty: 4738.819336
	Iteration 41Q: 3 clusters Score -1837961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1837963.625000 Penalty: 4738.819336
	Iteration 42Q: 3 clusters Score -1837964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1837971.000000 Penalty: 4738.819336
	Iteration 43Q: 3 clusters Score -1837971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1837973.125000 Penalty: 4738.819336
	Iteration 44Q: 3 clusters Score -1837973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1837974.000000 Penalty: 4738.819336
	Iteration 45Q: 3 clusters Score -1837974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1837970.625000 Penalty: 4738.819336
	Iteration 46Q: 3 clusters Score -1837971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1837972.125000 Penalty: 4738.819336
	Iteration 47Q: 3 clusters Score -1837972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1837972.125000 Penalty: 4738.819336
	Iteration 48Q: 3 clusters Score -1837972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1837973.875000 Penalty: 4738.819336
	Iteration 49Q: 3 clusters Score -1837974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1837974.500000 Penalty: 4738.819336
	Iteration 50Q: 3 clusters Score -1837974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1837974.500000 Penalty: 4738.819336
	Iteration 51F: 3 clusters Score -1837974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -537473.312500 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -537473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -533552.625000 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -533552.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -534355.375000 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -534355.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -534536.437500 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -534536.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -534644.375000 Penalty: 4107.860352
	Iteration 3Q: 3 clusters Score -534644.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -534704.250000 Penalty: 4107.860352
	Iteration 4Q: 3 clusters Score -534704.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -534750.687500 Penalty: 4107.860352
	Iteration 5Q: 3 clusters Score -534750.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -534788.562500 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -534788.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -534815.312500 Penalty: 4107.860352
	Iteration 7Q: 3 clusters Score -534815.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -534834.500000 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -534834.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -534857.562500 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -534857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -534878.750000 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -534878.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -534893.750000 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -534893.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534907.125000 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -534907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -534917.125000 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -534917.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -534924.937500 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -534924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -534930.625000 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -534930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -534934.750000 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -534934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -534940.000000 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -534940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -534943.500000 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -534943.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -534946.375000 Penalty: 4107.860352
	Iteration 19Q: 3 clusters Score -534946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -534948.937500 Penalty: 4107.860352
	Iteration 20F: 3 clusters Score -534948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -534950.687500 Penalty: 4107.860352
	Iteration 21Q: 3 clusters Score -534950.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -534953.750000 Penalty: 4107.860352
	Iteration 22Q: 3 clusters Score -534953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -534954.125000 Penalty: 4107.860352
	Iteration 23Q: 3 clusters Score -534954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -534954.562500 Penalty: 4107.860352
	Iteration 24Q: 3 clusters Score -534954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -534955.437500 Penalty: 4107.860352
	Iteration 25Q: 3 clusters Score -534955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -534957.000000 Penalty: 4107.860352
	Iteration 26Q: 3 clusters Score -534957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -534957.062500 Penalty: 4107.860352
	Iteration 27Q: 3 clusters Score -534957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534958.062500 Penalty: 4107.860352
	Iteration 28Q: 3 clusters Score -534958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -534959.250000 Penalty: 4107.860352
	Iteration 29Q: 3 clusters Score -534959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -534961.062500 Penalty: 4107.860352
	Iteration 30Q: 3 clusters Score -534961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -534961.250000 Penalty: 4107.860352
	Iteration 31Q: 3 clusters Score -534961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -534961.312500 Penalty: 4107.860352
	Iteration 32Q: 3 clusters Score -534961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -534961.312500 Penalty: 4107.860352
	Iteration 33F: 3 clusters Score -534961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49860.570312 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49860.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50015.972656 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -50015.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50050.027344 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -50050.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50087.714844 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50087.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50106.722656 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50106.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50112.992188 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50112.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50116.320312 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -50116.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50118.062500 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -50118.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50118.062500 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -50118.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -1198610.375000 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -1198610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1191580.750000 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -1191581 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1193616.750000 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -1193617 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1194080.875000 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -1194081 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1194514.500000 Penalty: 4518.543945
	Iteration 3F: 3 clusters Score -1194514 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1194977.375000 Penalty: 4518.543945
	Iteration 4F: 3 clusters Score -1194977 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1195443.875000 Penalty: 4518.543945
	Iteration 5F: 3 clusters Score -1195444 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1195863.000000 Penalty: 4518.543945
	Iteration 6F: 3 clusters Score -1195863 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1196138.125000 Penalty: 4518.543945
	Iteration 7Q: 3 clusters Score -1196138 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1196312.500000 Penalty: 4518.543945
	Iteration 8Q: 3 clusters Score -1196312 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1196418.625000 Penalty: 4518.543945
	Iteration 9Q: 3 clusters Score -1196419 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1196476.125000 Penalty: 4518.543945
	Iteration 10Q: 3 clusters Score -1196476 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1196510.250000 Penalty: 4518.543945
	Iteration 11Q: 3 clusters Score -1196510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1196527.125000 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -1196527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1196537.875000 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -1196538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1196542.375000 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -1196542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1196551.500000 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -1196552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1196551.375000 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -1196551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1196556.125000 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -1196556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1196560.250000 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -1196560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1196562.250000 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -1196562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1196561.750000 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -1196562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1196566.875000 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -1196567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1196570.750000 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -1196571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1196567.500000 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -1196568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1196565.875000 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -1196566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1196566.250000 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -1196566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1196566.750000 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -1196567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1196564.750000 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -1196565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1196567.125000 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -1196567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1196567.125000 Penalty: 4518.543945
	Iteration 29F: 3 clusters Score -1196567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Entering Unmasked Estep 
Score: -891571.687500 Penalty: 2200.967041
	Iteration 0F: 2 clusters Score -891571.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -885732.000000 Penalty: 4401.934082
	Iteration 0F: 3 clusters Score -885732 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -887325.812500 Penalty: 4401.934082
	Iteration 1F: 3 clusters Score -887325.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -887669.687500 Penalty: 4401.934082
	Iteration 2F: 3 clusters Score -887669.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -888019.937500 Penalty: 4401.934082
	Iteration 3F: 3 clusters Score -888019.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -888401.750000 Penalty: 4401.934082
	Iteration 4F: 3 clusters Score -888401.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -888806.500000 Penalty: 4401.934082
	Iteration 5F: 3 clusters Score -888806.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -889182.625000 Penalty: 4401.934082
	Iteration 6F: 3 clusters Score -889182.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -889548.187500 Penalty: 4401.934082
	Iteration 7F: 3 clusters Score -889548.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -889816.562500 Penalty: 4401.934082
	Iteration 8F: 3 clusters Score -889816.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -890004.500000 Penalty: 4401.934082
	Iteration 9Q: 3 clusters Score -890004.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -890146.250000 Penalty: 4401.934082
	Iteration 10Q: 3 clusters Score -890146.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -890234.875000 Penalty: 4401.934082
	Iteration 11Q: 3 clusters Score -890234.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -890293.812500 Penalty: 4401.934082
	Iteration 12Q: 3 clusters Score -890293.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -890335.250000 Penalty: 4401.934082
	Iteration 13Q: 3 clusters Score -890335.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -890362.250000 Penalty: 4401.934082
	Iteration 14Q: 3 clusters Score -890362.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -890382.000000 Penalty: 4401.934082
	Iteration 15Q: 3 clusters Score -890382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -890400.562500 Penalty: 4401.934082
	Iteration 16Q: 3 clusters Score -890400.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -890413.250000 Penalty: 4401.934082
	Iteration 17Q: 3 clusters Score -890413.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -890426.187500 Penalty: 4401.934082
	Iteration 18Q: 3 clusters Score -890426.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -890430.937500 Penalty: 4401.934082
	Iteration 19Q: 3 clusters Score -890430.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -890435.625000 Penalty: 4401.934082
	Iteration 20F: 3 clusters Score -890435.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -890440.875000 Penalty: 4401.934082
	Iteration 21Q: 3 clusters Score -890440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -890441.437500 Penalty: 4401.934082
	Iteration 22Q: 3 clusters Score -890441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -890443.437500 Penalty: 4401.934082
	Iteration 23Q: 3 clusters Score -890443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -890445.750000 Penalty: 4401.934082
	Iteration 24Q: 3 clusters Score -890445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -890445.687500 Penalty: 4401.934082
	Iteration 25Q: 3 clusters Score -890445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -890444.875000 Penalty: 4401.934082
	Iteration 26Q: 3 clusters Score -890444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -890444.875000 Penalty: 4401.934082
	Iteration 27F: 3 clusters Score -890444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Entering Unmasked Estep 
Score: -5448520.000000 Penalty: 2628.967773
	Iteration 0F: 2 clusters Score -5448520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5421304.500000 Penalty: 5257.935547
	Iteration 0F: 3 clusters Score -5421304 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5431574.500000 Penalty: 5257.935547
	Iteration 1F: 3 clusters Score -5431574 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5432367.000000 Penalty: 5257.935547
	Iteration 2Q: 3 clusters Score -5432367 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -5433243.500000 Penalty: 5257.935547
	Iteration 3Q: 3 clusters Score -5433244 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5434111.500000 Penalty: 5257.935547
	Iteration 4Q: 3 clusters Score -5434112 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5435082.500000 Penalty: 5257.935547
	Iteration 5Q: 3 clusters Score -5435082 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5436236.000000 Penalty: 5257.935547
	Iteration 6F: 3 clusters Score -5436236 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5437602.500000 Penalty: 5257.935547
	Iteration 7F: 3 clusters Score -5437602 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5439155.500000 Penalty: 5257.935547
	Iteration 8F: 3 clusters Score -5439156 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5440671.500000 Penalty: 5257.935547
	Iteration 9F: 3 clusters Score -5440672 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5441771.000000 Penalty: 5257.935547
	Iteration 10Q: 3 clusters Score -5441771 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5442315.000000 Penalty: 5257.935547
	Iteration 11Q: 3 clusters Score -5442315 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5442609.000000 Penalty: 5257.935547
	Iteration 12Q: 3 clusters Score -5442609 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5442726.000000 Penalty: 5257.935547
	Iteration 13Q: 3 clusters Score -5442726 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5442823.500000 Penalty: 5257.935547
	Iteration 14Q: 3 clusters Score -5442824 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5442875.500000 Penalty: 5257.935547
	Iteration 15Q: 3 clusters Score -5442876 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5442939.000000 Penalty: 5257.935547
	Iteration 16Q: 3 clusters Score -5442939 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5442978.500000 Penalty: 5257.935547
	Iteration 17Q: 3 clusters Score -5442978 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5442996.000000 Penalty: 5257.935547
	Iteration 18Q: 3 clusters Score -5442996 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5443049.500000 Penalty: 5257.935547
	Iteration 19Q: 3 clusters Score -5443050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5443084.000000 Penalty: 5257.935547
	Iteration 20F: 3 clusters Score -5443084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5443114.000000 Penalty: 5257.935547
	Iteration 21Q: 3 clusters Score -5443114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5443122.500000 Penalty: 5257.935547
	Iteration 22Q: 3 clusters Score -5443122 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5443134.500000 Penalty: 5257.935547
	Iteration 23Q: 3 clusters Score -5443134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5443149.000000 Penalty: 5257.935547
	Iteration 24Q: 3 clusters Score -5443149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5443173.500000 Penalty: 5257.935547
	Iteration 25Q: 3 clusters Score -5443174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5443182.500000 Penalty: 5257.935547
	Iteration 26Q: 3 clusters Score -5443182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5443187.000000 Penalty: 5257.935547
	Iteration 27Q: 3 clusters Score -5443187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5443178.000000 Penalty: 5257.935547
	Iteration 28Q: 3 clusters Score -5443178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -5443185.000000 Penalty: 5257.935547
	Iteration 29Q: 3 clusters Score -5443185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -5443194.000000 Penalty: 5257.935547
	Iteration 30Q: 3 clusters Score -5443194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5443188.500000 Penalty: 5257.935547
	Iteration 31Q: 3 clusters Score -5443188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5443202.000000 Penalty: 5257.935547
	Iteration 32Q: 3 clusters Score -5443202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5443198.000000 Penalty: 5257.935547
	Iteration 33Q: 3 clusters Score -5443198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5443206.000000 Penalty: 5257.935547
	Iteration 34Q: 3 clusters Score -5443206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -5443212.500000 Penalty: 5257.935547
	Iteration 35Q: 3 clusters Score -5443212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5443216.000000 Penalty: 5257.935547
	Iteration 36Q: 3 clusters Score -5443216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5443207.000000 Penalty: 5257.935547
	Iteration 37Q: 3 clusters Score -5443207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -5443201.500000 Penalty: 5257.935547
	Iteration 38Q: 3 clusters Score -5443202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 5257.935547
	Iteration 39Q: 3 clusters Score -5443210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5443215.500000 Penalty: 5257.935547
	Iteration 40F: 3 clusters Score -5443216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 5257.935547
	Iteration 41Q: 3 clusters Score -5443210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5443213.000000 Penalty: 5257.935547
	Iteration 42Q: 3 clusters Score -5443213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5443202.500000 Penalty: 5257.935547
	Iteration 43Q: 3 clusters Score -5443202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5443202.500000 Penalty: 5257.935547
	Iteration 44Q: 3 clusters Score -5443202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5443203.000000 Penalty: 5257.935547
	Iteration 45Q: 3 clusters Score -5443203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5443213.500000 Penalty: 5257.935547
	Iteration 46Q: 3 clusters Score -5443214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5443211.500000 Penalty: 5257.935547
	Iteration 47Q: 3 clusters Score -5443212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5443215.000000 Penalty: 5257.935547
	Iteration 48Q: 3 clusters Score -5443215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5443207.000000 Penalty: 5257.935547
	Iteration 49Q: 3 clusters Score -5443207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -5443211.500000 Penalty: 5257.935547
	Iteration 50Q: 3 clusters Score -5443212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5443206.000000 Penalty: 5257.935547
	Iteration 51Q: 3 clusters Score -5443206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 5257.935547
	Iteration 52Q: 3 clusters Score -5443210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5443215.500000 Penalty: 5257.935547
	Iteration 53Q: 3 clusters Score -5443216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5443212.500000 Penalty: 5257.935547
	Iteration 54Q: 3 clusters Score -5443212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -5443214.000000 Penalty: 5257.935547
	Iteration 55Q: 3 clusters Score -5443214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5443211.500000 Penalty: 5257.935547
	Iteration 56Q: 3 clusters Score -5443212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5443215.500000 Penalty: 5257.935547
	Iteration 57Q: 3 clusters Score -5443216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -5443213.000000 Penalty: 5257.935547
	Iteration 58Q: 3 clusters Score -5443213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5443224.500000 Penalty: 5257.935547
	Iteration 59Q: 3 clusters Score -5443224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -5443212.000000 Penalty: 5257.935547
	Iteration 60F: 3 clusters Score -5443212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 5257.935547
	Iteration 61Q: 3 clusters Score -5443210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5443208.500000 Penalty: 5257.935547
	Iteration 62Q: 3 clusters Score -5443208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5443210.000000 Penalty: 5257.935547
	Iteration 63Q: 3 clusters Score -5443210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5443213.500000 Penalty: 5257.935547
	Iteration 64Q: 3 clusters Score -5443214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5443217.000000 Penalty: 5257.935547
	Iteration 65Q: 3 clusters Score -5443217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 5257.935547
	Iteration 66Q: 3 clusters Score -5443210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5443216.500000 Penalty: 5257.935547
	Iteration 67Q: 3 clusters Score -5443216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5443218.500000 Penalty: 5257.935547
	Iteration 68Q: 3 clusters Score -5443218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5443213.500000 Penalty: 5257.935547
	Iteration 69Q: 3 clusters Score -5443214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5443223.500000 Penalty: 5257.935547
	Iteration 70Q: 3 clusters Score -5443224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5443225.500000 Penalty: 5257.935547
	Iteration 71Q: 3 clusters Score -5443226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5443242.000000 Penalty: 5257.935547
	Iteration 72Q: 3 clusters Score -5443242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5443239.000000 Penalty: 5257.935547
	Iteration 73Q: 3 clusters Score -5443239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5443253.000000 Penalty: 5257.935547
	Iteration 74Q: 3 clusters Score -5443253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5443246.500000 Penalty: 5257.935547
	Iteration 75Q: 3 clusters Score -5443246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5443244.000000 Penalty: 5257.935547
	Iteration 76Q: 3 clusters Score -5443244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5443258.000000 Penalty: 5257.935547
	Iteration 77Q: 3 clusters Score -5443258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5443265.000000 Penalty: 5257.935547
	Iteration 78Q: 3 clusters Score -5443265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5443273.500000 Penalty: 5257.935547
	Iteration 79Q: 3 clusters Score -5443274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5443265.000000 Penalty: 5257.935547
	Iteration 80F: 3 clusters Score -5443265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5443272.000000 Penalty: 5257.935547
	Iteration 81Q: 3 clusters Score -5443272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -5443283.000000 Penalty: 5257.935547
	Iteration 82Q: 3 clusters Score -5443283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5443286.500000 Penalty: 5257.935547
	Iteration 83Q: 3 clusters Score -5443286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -5443288.500000 Penalty: 5257.935547
	Iteration 84Q: 3 clusters Score -5443288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -5443290.000000 Penalty: 5257.935547
	Iteration 85Q: 3 clusters Score -5443290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -5443294.000000 Penalty: 5257.935547
	Iteration 86Q: 3 clusters Score -5443294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5443278.000000 Penalty: 5257.935547
	Iteration 87Q: 3 clusters Score -5443278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5443302.500000 Penalty: 5257.935547
	Iteration 88Q: 3 clusters Score -5443302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5443302.000000 Penalty: 5257.935547
	Iteration 89Q: 3 clusters Score -5443302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5443303.000000 Penalty: 5257.935547
	Iteration 90Q: 3 clusters Score -5443303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5443319.500000 Penalty: 5257.935547
	Iteration 91Q: 3 clusters Score -5443320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5443338.000000 Penalty: 5257.935547
	Iteration 92Q: 3 clusters Score -5443338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5443338.500000 Penalty: 5257.935547
	Iteration 93Q: 3 clusters Score -5443338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5443340.000000 Penalty: 5257.935547
	Iteration 94Q: 3 clusters Score -5443340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5443352.000000 Penalty: 5257.935547
	Iteration 95Q: 3 clusters Score -5443352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5443360.000000 Penalty: 5257.935547
	Iteration 96Q: 3 clusters Score -5443360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5443377.500000 Penalty: 5257.935547
	Iteration 97Q: 3 clusters Score -5443378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5443388.500000 Penalty: 5257.935547
	Iteration 98Q: 3 clusters Score -5443388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5443400.500000 Penalty: 5257.935547
	Iteration 99Q: 3 clusters Score -5443400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5443411.500000 Penalty: 5257.935547
	Iteration 100F: 3 clusters Score -5443412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5443440.000000 Penalty: 5257.935547
	Iteration 101Q: 3 clusters Score -5443440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5443436.000000 Penalty: 5257.935547
	Iteration 102Q: 3 clusters Score -5443436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5443455.000000 Penalty: 5257.935547
	Iteration 103Q: 3 clusters Score -5443455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5443468.500000 Penalty: 5257.935547
	Iteration 104Q: 3 clusters Score -5443468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5443481.000000 Penalty: 5257.935547
	Iteration 105Q: 3 clusters Score -5443481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5443500.000000 Penalty: 5257.935547
	Iteration 106Q: 3 clusters Score -5443500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -5443518.500000 Penalty: 5257.935547
	Iteration 107Q: 3 clusters Score -5443518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5443546.500000 Penalty: 5257.935547
	Iteration 108Q: 3 clusters Score -5443546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -5443565.500000 Penalty: 5257.935547
	Iteration 109Q: 3 clusters Score -5443566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5443577.500000 Penalty: 5257.935547
	Iteration 110Q: 3 clusters Score -5443578 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5443594.000000 Penalty: 5257.935547
	Iteration 111Q: 3 clusters Score -5443594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -5443632.000000 Penalty: 5257.935547
	Iteration 112Q: 3 clusters Score -5443632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5443659.500000 Penalty: 5257.935547
	Iteration 113Q: 3 clusters Score -5443660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -5443682.500000 Penalty: 5257.935547
	Iteration 114Q: 3 clusters Score -5443682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5443742.000000 Penalty: 5257.935547
	Iteration 115Q: 3 clusters Score -5443742 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5443747.000000 Penalty: 5257.935547
	Iteration 116Q: 3 clusters Score -5443747 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5443783.000000 Penalty: 5257.935547
	Iteration 117Q: 3 clusters Score -5443783 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -5443834.000000 Penalty: 5257.935547
	Iteration 118Q: 3 clusters Score -5443834 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5443878.500000 Penalty: 5257.935547
	Iteration 119Q: 3 clusters Score -5443878 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -5443929.500000 Penalty: 5257.935547
	Iteration 120F: 3 clusters Score -5443930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5443974.000000 Penalty: 5257.935547
	Iteration 121Q: 3 clusters Score -5443974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5444053.500000 Penalty: 5257.935547
	Iteration 122Q: 3 clusters Score -5444054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -5444080.500000 Penalty: 5257.935547
	Iteration 123Q: 3 clusters Score -5444080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5444153.000000 Penalty: 5257.935547
	Iteration 124Q: 3 clusters Score -5444153 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5444208.000000 Penalty: 5257.935547
	Iteration 125Q: 3 clusters Score -5444208 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -5444289.000000 Penalty: 5257.935547
	Iteration 126Q: 3 clusters Score -5444289 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5444383.500000 Penalty: 5257.935547
	Iteration 127Q: 3 clusters Score -5444384 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5444503.500000 Penalty: 5257.935547
	Iteration 128Q: 3 clusters Score -5444504 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5444584.000000 Penalty: 5257.935547
	Iteration 129Q: 3 clusters Score -5444584 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5444705.500000 Penalty: 5257.935547
	Iteration 130Q: 3 clusters Score -5444706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -5444786.500000 Penalty: 5257.935547
	Iteration 131Q: 3 clusters Score -5444786 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5444886.000000 Penalty: 5257.935547
	Iteration 132Q: 3 clusters Score -5444886 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5444983.000000 Penalty: 5257.935547
	Iteration 133Q: 3 clusters Score -5444983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5445049.000000 Penalty: 5257.935547
	Iteration 134Q: 3 clusters Score -5445049 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5445113.500000 Penalty: 5257.935547
	Iteration 135Q: 3 clusters Score -5445114 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5445190.000000 Penalty: 5257.935547
	Iteration 136Q: 3 clusters Score -5445190 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -5445299.000000 Penalty: 5257.935547
	Iteration 137Q: 3 clusters Score -5445299 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -5445374.500000 Penalty: 5257.935547
	Iteration 138Q: 3 clusters Score -5445374 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5445428.500000 Penalty: 5257.935547
	Iteration 139Q: 3 clusters Score -5445428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5445495.500000 Penalty: 5257.935547
	Iteration 140F: 3 clusters Score -5445496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5445566.000000 Penalty: 5257.935547
	Iteration 141Q: 3 clusters Score -5445566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5445648.500000 Penalty: 5257.935547
	Iteration 142Q: 3 clusters Score -5445648 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5445705.000000 Penalty: 5257.935547
	Iteration 143Q: 3 clusters Score -5445705 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5445762.000000 Penalty: 5257.935547
	Iteration 144Q: 3 clusters Score -5445762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5445819.000000 Penalty: 5257.935547
	Iteration 145Q: 3 clusters Score -5445819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5445870.500000 Penalty: 5257.935547
	Iteration 146Q: 3 clusters Score -5445870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -5445917.500000 Penalty: 5257.935547
	Iteration 147Q: 3 clusters Score -5445918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -5445944.500000 Penalty: 5257.935547
	Iteration 148Q: 3 clusters Score -5445944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5445994.000000 Penalty: 5257.935547
	Iteration 149Q: 3 clusters Score -5445994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5446018.000000 Penalty: 5257.935547
	Iteration 150Q: 3 clusters Score -5446018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5446039.000000 Penalty: 5257.935547
	Iteration 151Q: 3 clusters Score -5446039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5446062.000000 Penalty: 5257.935547
	Iteration 152Q: 3 clusters Score -5446062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5446085.500000 Penalty: 5257.935547
	Iteration 153Q: 3 clusters Score -5446086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5446109.000000 Penalty: 5257.935547
	Iteration 154Q: 3 clusters Score -5446109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5446128.500000 Penalty: 5257.935547
	Iteration 155Q: 3 clusters Score -5446128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5446153.500000 Penalty: 5257.935547
	Iteration 156Q: 3 clusters Score -5446154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5446174.500000 Penalty: 5257.935547
	Iteration 157Q: 3 clusters Score -5446174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5446186.500000 Penalty: 5257.935547
	Iteration 158Q: 3 clusters Score -5446186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5446191.500000 Penalty: 5257.935547
	Iteration 159Q: 3 clusters Score -5446192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5446211.000000 Penalty: 5257.935547
	Iteration 160F: 3 clusters Score -5446211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5446215.500000 Penalty: 5257.935547
	Iteration 161Q: 3 clusters Score -5446216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5446229.000000 Penalty: 5257.935547
	Iteration 162Q: 3 clusters Score -5446229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5446232.000000 Penalty: 5257.935547
	Iteration 163Q: 3 clusters Score -5446232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5446232.000000 Penalty: 5257.935547
	Iteration 164Q: 3 clusters Score -5446232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5446235.500000 Penalty: 5257.935547
	Iteration 165Q: 3 clusters Score -5446236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5446231.500000 Penalty: 5257.935547
	Iteration 166Q: 3 clusters Score -5446232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5446233.000000 Penalty: 5257.935547
	Iteration 167Q: 3 clusters Score -5446233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5446231.000000 Penalty: 5257.935547
	Iteration 168Q: 3 clusters Score -5446231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5446230.500000 Penalty: 5257.935547
	Iteration 169Q: 3 clusters Score -5446230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5446235.000000 Penalty: 5257.935547
	Iteration 170Q: 3 clusters Score -5446235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5446235.000000 Penalty: 5257.935547
	Iteration 171F: 3 clusters Score -5446235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Entering Unmasked Estep 
Score: -22728124.000000 Penalty: 2987.724609
	Iteration 0F: 2 clusters Score -2.272812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -22620818.000000 Penalty: 5975.449219
	Iteration 0F: 3 clusters Score -2.262082e+07 nChanged 81436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -22668506.000000 Penalty: 5975.449219
	Iteration 1F: 3 clusters Score -2.266851e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -22669400.000000 Penalty: 5975.449219
	Iteration 2Q: 3 clusters Score -2.26694e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -22670618.000000 Penalty: 5975.449219
	Iteration 3Q: 3 clusters Score -2.267062e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -22672258.000000 Penalty: 5975.449219
	Iteration 4Q: 3 clusters Score -2.267226e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -22674772.000000 Penalty: 5975.449219
	Iteration 5Q: 3 clusters Score -2.267477e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -22678904.000000 Penalty: 5975.449219
	Iteration 6Q: 3 clusters Score -2.26789e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -22685248.000000 Penalty: 5975.449219
	Iteration 7F: 3 clusters Score -2.268525e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -22693630.000000 Penalty: 5975.449219
	Iteration 8F: 3 clusters Score -2.269363e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -22702162.000000 Penalty: 5975.449219
	Iteration 9F: 3 clusters Score -2.270216e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 146296 members 
Entering Unmasked Estep 
Score: -22709036.000000 Penalty: 5975.449219
	Iteration 10F: 3 clusters Score -2.270904e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -22713952.000000 Penalty: 5975.449219
	Iteration 11Q: 3 clusters Score -2.271395e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -22717312.000000 Penalty: 5975.449219
	Iteration 12Q: 3 clusters Score -2.271731e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -22719560.000000 Penalty: 5975.449219
	Iteration 13Q: 3 clusters Score -2.271956e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -22721258.000000 Penalty: 5975.449219
	Iteration 14Q: 3 clusters Score -2.272126e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -22722488.000000 Penalty: 5975.449219
	Iteration 15Q: 3 clusters Score -2.272249e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -22723358.000000 Penalty: 5975.449219
	Iteration 16Q: 3 clusters Score -2.272336e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 167817 members 
Entering Unmasked Estep 
Score: -22723800.000000 Penalty: 5975.449219
	Iteration 17Q: 3 clusters Score -2.27238e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 168433 members 
Entering Unmasked Estep 
Score: -22724202.000000 Penalty: 5975.449219
	Iteration 18Q: 3 clusters Score -2.27242e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -22724434.000000 Penalty: 5975.449219
	Iteration 19Q: 3 clusters Score -2.272443e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -22724662.000000 Penalty: 5975.449219
	Iteration 20F: 3 clusters Score -2.272466e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 169359 members 
Entering Unmasked Estep 
Score: -22724812.000000 Penalty: 5975.449219
	Iteration 21Q: 3 clusters Score -2.272481e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -22724946.000000 Penalty: 5975.449219
	Iteration 22Q: 3 clusters Score -2.272495e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -22725058.000000 Penalty: 5975.449219
	Iteration 23Q: 3 clusters Score -2.272506e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -22725106.000000 Penalty: 5975.449219
	Iteration 24Q: 3 clusters Score -2.272511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -22725160.000000 Penalty: 5975.449219
	Iteration 25Q: 3 clusters Score -2.272516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -22725222.000000 Penalty: 5975.449219
	Iteration 26Q: 3 clusters Score -2.272522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -22725248.000000 Penalty: 5975.449219
	Iteration 27Q: 3 clusters Score -2.272525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -22725266.000000 Penalty: 5975.449219
	Iteration 28Q: 3 clusters Score -2.272527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -22725276.000000 Penalty: 5975.449219
	Iteration 29Q: 3 clusters Score -2.272528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -22725274.000000 Penalty: 5975.449219
	Iteration 30Q: 3 clusters Score -2.272527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -22725292.000000 Penalty: 5975.449219
	Iteration 31Q: 3 clusters Score -2.272529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -22725326.000000 Penalty: 5975.449219
	Iteration 32Q: 3 clusters Score -2.272533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -22725338.000000 Penalty: 5975.449219
	Iteration 33Q: 3 clusters Score -2.272534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -22725364.000000 Penalty: 5975.449219
	Iteration 34Q: 3 clusters Score -2.272536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -22725374.000000 Penalty: 5975.449219
	Iteration 35Q: 3 clusters Score -2.272537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -22725396.000000 Penalty: 5975.449219
	Iteration 36Q: 3 clusters Score -2.27254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 170011 members 
Entering Unmasked Estep 
Score: -22725396.000000 Penalty: 5975.449219
	Iteration 37Q: 3 clusters Score -2.27254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -22725420.000000 Penalty: 5975.449219
	Iteration 38Q: 3 clusters Score -2.272542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -22725414.000000 Penalty: 5975.449219
	Iteration 39Q: 3 clusters Score -2.272541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -22725422.000000 Penalty: 5975.449219
	Iteration 40F: 3 clusters Score -2.272542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -22725420.000000 Penalty: 5975.449219
	Iteration 41Q: 3 clusters Score -2.272542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -22725430.000000 Penalty: 5975.449219
	Iteration 42Q: 3 clusters Score -2.272543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 5975.449219
	Iteration 43Q: 3 clusters Score -2.272543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 170053 members 
Entering Unmasked Estep 
Score: -22725432.000000 Penalty: 5975.449219
	Iteration 44Q: 3 clusters Score -2.272543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 170055 members 
Entering Unmasked Estep 
Score: -22725446.000000 Penalty: 5975.449219
	Iteration 45Q: 3 clusters Score -2.272545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -22725454.000000 Penalty: 5975.449219
	Iteration 46Q: 3 clusters Score -2.272545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 170061 members 
Entering Unmasked Estep 
Score: -22725476.000000 Penalty: 5975.449219
	Iteration 47Q: 3 clusters Score -2.272548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 170062 members 
Entering Unmasked Estep 
Score: -22725476.000000 Penalty: 5975.449219
	Iteration 48Q: 3 clusters Score -2.272548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 170064 members 
Entering Unmasked Estep 
Score: -22725460.000000 Penalty: 5975.449219
	Iteration 49Q: 3 clusters Score -2.272546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 170066 members 
Entering Unmasked Estep 
Score: -22725470.000000 Penalty: 5975.449219
	Iteration 50Q: 3 clusters Score -2.272547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -22725464.000000 Penalty: 5975.449219
	Iteration 51Q: 3 clusters Score -2.272546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -22725466.000000 Penalty: 5975.449219
	Iteration 52Q: 3 clusters Score -2.272547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 170074 members 
Entering Unmasked Estep 
Score: -22725480.000000 Penalty: 5975.449219
	Iteration 53Q: 3 clusters Score -2.272548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -22725470.000000 Penalty: 5975.449219
	Iteration 54Q: 3 clusters Score -2.272547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -22725476.000000 Penalty: 5975.449219
	Iteration 55Q: 3 clusters Score -2.272548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -22725476.000000 Penalty: 5975.449219
	Iteration 56F: 3 clusters Score -2.272548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Entering Unmasked Estep 
Score: -17216750.000000 Penalty: 2923.426270
	Iteration 0F: 2 clusters Score -1.721675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -17128994.000000 Penalty: 5846.852539
	Iteration 0F: 3 clusters Score -1.712899e+07 nChanged 62974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -17165272.000000 Penalty: 5846.852539
	Iteration 1F: 3 clusters Score -1.716527e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -17166306.000000 Penalty: 5846.852539
	Iteration 2Q: 3 clusters Score -1.716631e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -17167504.000000 Penalty: 5846.852539
	Iteration 3Q: 3 clusters Score -1.71675e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -17169140.000000 Penalty: 5846.852539
	Iteration 4Q: 3 clusters Score -1.716914e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -17171768.000000 Penalty: 5846.852539
	Iteration 5Q: 3 clusters Score -1.717177e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -17175214.000000 Penalty: 5846.852539
	Iteration 6F: 3 clusters Score -1.717521e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -17180154.000000 Penalty: 5846.852539
	Iteration 7F: 3 clusters Score -1.718015e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -17186210.000000 Penalty: 5846.852539
	Iteration 8F: 3 clusters Score -1.718621e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -17192202.000000 Penalty: 5846.852539
	Iteration 9F: 3 clusters Score -1.71922e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -17197444.000000 Penalty: 5846.852539
	Iteration 10F: 3 clusters Score -1.719744e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -17202070.000000 Penalty: 5846.852539
	Iteration 11Q: 3 clusters Score -1.720207e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -17205812.000000 Penalty: 5846.852539
	Iteration 12Q: 3 clusters Score -1.720581e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -17209058.000000 Penalty: 5846.852539
	Iteration 13Q: 3 clusters Score -1.720906e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -17211424.000000 Penalty: 5846.852539
	Iteration 14Q: 3 clusters Score -1.721142e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 129123 members 
Entering Unmasked Estep 
Score: -17212894.000000 Penalty: 5846.852539
	Iteration 15Q: 3 clusters Score -1.721289e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 130148 members 
Entering Unmasked Estep 
Score: -17213618.000000 Penalty: 5846.852539
	Iteration 16Q: 3 clusters Score -1.721362e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -17213928.000000 Penalty: 5846.852539
	Iteration 17Q: 3 clusters Score -1.721393e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 130852 members 
Entering Unmasked Estep 
Score: -17214136.000000 Penalty: 5846.852539
	Iteration 18Q: 3 clusters Score -1.721414e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -17214286.000000 Penalty: 5846.852539
	Iteration 19Q: 3 clusters Score -1.721429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -17214354.000000 Penalty: 5846.852539
	Iteration 20F: 3 clusters Score -1.721435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -17214408.000000 Penalty: 5846.852539
	Iteration 21Q: 3 clusters Score -1.721441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 131080 members 
Entering Unmasked Estep 
Score: -17214434.000000 Penalty: 5846.852539
	Iteration 22Q: 3 clusters Score -1.721443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -17214458.000000 Penalty: 5846.852539
	Iteration 23Q: 3 clusters Score -1.721446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -17214476.000000 Penalty: 5846.852539
	Iteration 24Q: 3 clusters Score -1.721448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 131122 members 
Entering Unmasked Estep 
Score: -17214492.000000 Penalty: 5846.852539
	Iteration 25Q: 3 clusters Score -1.721449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -17214490.000000 Penalty: 5846.852539
	Iteration 26Q: 3 clusters Score -1.721449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -17214512.000000 Penalty: 5846.852539
	Iteration 27Q: 3 clusters Score -1.721451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -17214516.000000 Penalty: 5846.852539
	Iteration 28Q: 3 clusters Score -1.721452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 131136 members 
Entering Unmasked Estep 
Score: -17214534.000000 Penalty: 5846.852539
	Iteration 29Q: 3 clusters Score -1.721453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -17214542.000000 Penalty: 5846.852539
	Iteration 30Q: 3 clusters Score -1.721454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -17214556.000000 Penalty: 5846.852539
	Iteration 31Q: 3 clusters Score -1.721456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -17214554.000000 Penalty: 5846.852539
	Iteration 32Q: 3 clusters Score -1.721455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -17214562.000000 Penalty: 5846.852539
	Iteration 33Q: 3 clusters Score -1.721456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -17214556.000000 Penalty: 5846.852539
	Iteration 34Q: 3 clusters Score -1.721456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -17214564.000000 Penalty: 5846.852539
	Iteration 35Q: 3 clusters Score -1.721456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -17214570.000000 Penalty: 5846.852539
	Iteration 36Q: 3 clusters Score -1.721457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -17214578.000000 Penalty: 5846.852539
	Iteration 37Q: 3 clusters Score -1.721458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 131138 members 
Entering Unmasked Estep 
Score: -17214594.000000 Penalty: 5846.852539
	Iteration 38Q: 3 clusters Score -1.721459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 131141 members 
Entering Unmasked Estep 
Score: -17214588.000000 Penalty: 5846.852539
	Iteration 39Q: 3 clusters Score -1.721459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 131142 members 
Entering Unmasked Estep 
Score: -17214594.000000 Penalty: 5846.852539
	Iteration 40F: 3 clusters Score -1.721459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -17214580.000000 Penalty: 5846.852539
	Iteration 41Q: 3 clusters Score -1.721458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -17214596.000000 Penalty: 5846.852539
	Iteration 42Q: 3 clusters Score -1.72146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -17214596.000000 Penalty: 5846.852539
	Iteration 43Q: 3 clusters Score -1.72146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -17214592.000000 Penalty: 5846.852539
	Iteration 44Q: 3 clusters Score -1.721459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -17214602.000000 Penalty: 5846.852539
	Iteration 45Q: 3 clusters Score -1.72146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 131153 members 
Entering Unmasked Estep 
Score: -17214602.000000 Penalty: 5846.852539
	Iteration 46Q: 3 clusters Score -1.72146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -17214600.000000 Penalty: 5846.852539
	Iteration 47Q: 3 clusters Score -1.72146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -17214608.000000 Penalty: 5846.852539
	Iteration 48Q: 3 clusters Score -1.721461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -17214616.000000 Penalty: 5846.852539
	Iteration 49Q: 3 clusters Score -1.721462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -17214610.000000 Penalty: 5846.852539
	Iteration 50Q: 3 clusters Score -1.721461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -17214628.000000 Penalty: 5846.852539
	Iteration 51Q: 3 clusters Score -1.721463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -17214624.000000 Penalty: 5846.852539
	Iteration 52Q: 3 clusters Score -1.721462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -17214630.000000 Penalty: 5846.852539
	Iteration 53Q: 3 clusters Score -1.721463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -17214632.000000 Penalty: 5846.852539
	Iteration 54Q: 3 clusters Score -1.721463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -17214638.000000 Penalty: 5846.852539
	Iteration 55Q: 3 clusters Score -1.721464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -17214644.000000 Penalty: 5846.852539
	Iteration 56Q: 3 clusters Score -1.721464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -17214644.000000 Penalty: 5846.852539
	Iteration 57F: 3 clusters Score -1.721464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Entering Unmasked Estep 
Score: -3899767.750000 Penalty: 2545.772217
	Iteration 0F: 2 clusters Score -3899768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3879955.000000 Penalty: 5091.544434
	Iteration 0F: 3 clusters Score -3879955 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3886993.000000 Penalty: 5091.544434
	Iteration 1F: 3 clusters Score -3886993 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3887459.000000 Penalty: 5091.544434
	Iteration 2Q: 3 clusters Score -3887459 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3887888.750000 Penalty: 5091.544434
	Iteration 3Q: 3 clusters Score -3887889 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3888237.250000 Penalty: 5091.544434
	Iteration 4Q: 3 clusters Score -3888237 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3888616.250000 Penalty: 5091.544434
	Iteration 5Q: 3 clusters Score -3888616 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3889050.000000 Penalty: 5091.544434
	Iteration 6Q: 3 clusters Score -3889050 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3889543.250000 Penalty: 5091.544434
	Iteration 7Q: 3 clusters Score -3889543 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3890101.250000 Penalty: 5091.544434
	Iteration 8Q: 3 clusters Score -3890101 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3890870.750000 Penalty: 5091.544434
	Iteration 9Q: 3 clusters Score -3890871 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3891853.000000 Penalty: 5091.544434
	Iteration 10F: 3 clusters Score -3891853 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3893034.500000 Penalty: 5091.544434
	Iteration 11F: 3 clusters Score -3893034 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3894267.500000 Penalty: 5091.544434
	Iteration 12F: 3 clusters Score -3894268 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3895377.500000 Penalty: 5091.544434
	Iteration 13Q: 3 clusters Score -3895378 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3896203.750000 Penalty: 5091.544434
	Iteration 14Q: 3 clusters Score -3896204 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3896719.500000 Penalty: 5091.544434
	Iteration 15Q: 3 clusters Score -3896720 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3897046.750000 Penalty: 5091.544434
	Iteration 16Q: 3 clusters Score -3897047 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3897250.000000 Penalty: 5091.544434
	Iteration 17Q: 3 clusters Score -3897250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3897371.750000 Penalty: 5091.544434
	Iteration 18Q: 3 clusters Score -3897372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3897437.000000 Penalty: 5091.544434
	Iteration 19Q: 3 clusters Score -3897437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3897512.000000 Penalty: 5091.544434
	Iteration 20F: 3 clusters Score -3897512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3897579.000000 Penalty: 5091.544434
	Iteration 21Q: 3 clusters Score -3897579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3897616.500000 Penalty: 5091.544434
	Iteration 22Q: 3 clusters Score -3897616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3897640.000000 Penalty: 5091.544434
	Iteration 23Q: 3 clusters Score -3897640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3897651.250000 Penalty: 5091.544434
	Iteration 24Q: 3 clusters Score -3897651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3897661.000000 Penalty: 5091.544434
	Iteration 25Q: 3 clusters Score -3897661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3897661.250000 Penalty: 5091.544434
	Iteration 26Q: 3 clusters Score -3897661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3897672.000000 Penalty: 5091.544434
	Iteration 27Q: 3 clusters Score -3897672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3897674.500000 Penalty: 5091.544434
	Iteration 28Q: 3 clusters Score -3897674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3897678.500000 Penalty: 5091.544434
	Iteration 29Q: 3 clusters Score -3897678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3897675.250000 Penalty: 5091.544434
	Iteration 30Q: 3 clusters Score -3897675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3897681.750000 Penalty: 5091.544434
	Iteration 31Q: 3 clusters Score -3897682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3897681.500000 Penalty: 5091.544434
	Iteration 32Q: 3 clusters Score -3897682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3897683.000000 Penalty: 5091.544434
	Iteration 33Q: 3 clusters Score -3897683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3897685.250000 Penalty: 5091.544434
	Iteration 34Q: 3 clusters Score -3897685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3897685.250000 Penalty: 5091.544434
	Iteration 35F: 3 clusters Score -3897685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (215863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215863 members 
Entering Unmasked Estep 
Score: -28875452.000000 Penalty: 3046.034912
	Iteration 0F: 2 clusters Score -2.887545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -28738642.000000 Penalty: 6092.069824
	Iteration 0F: 3 clusters Score -2.873864e+07 nChanged 103981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -28799420.000000 Penalty: 6092.069824
	Iteration 1F: 3 clusters Score -2.879942e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -28800432.000000 Penalty: 6092.069824
	Iteration 2Q: 3 clusters Score -2.880043e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -28801438.000000 Penalty: 6092.069824
	Iteration 3Q: 3 clusters Score -2.880144e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -28802478.000000 Penalty: 6092.069824
	Iteration 4Q: 3 clusters Score -2.880248e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -28803620.000000 Penalty: 6092.069824
	Iteration 5Q: 3 clusters Score -2.880362e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 121120 members 
Entering Unmasked Estep 
Score: -28805266.000000 Penalty: 6092.069824
	Iteration 6Q: 3 clusters Score -2.880527e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -28808340.000000 Penalty: 6092.069824
	Iteration 7Q: 3 clusters Score -2.880834e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -28813064.000000 Penalty: 6092.069824
	Iteration 8Q: 3 clusters Score -2.881306e+07 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -28821236.000000 Penalty: 6092.069824
	Iteration 9F: 3 clusters Score -2.882124e+07 nChanged 16938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 168237 members 
Entering Unmasked Estep 
Score: -28834244.000000 Penalty: 6092.069824
	Iteration 10F: 3 clusters Score -2.883424e+07 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -28849570.000000 Penalty: 6092.069824
	Iteration 11F: 3 clusters Score -2.884957e+07 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 201311 members 
Entering Unmasked Estep 
Score: -28861768.000000 Penalty: 6092.069824
	Iteration 12F: 3 clusters Score -2.886177e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 210181 members 
Entering Unmasked Estep 
Score: -28868522.000000 Penalty: 6092.069824
	Iteration 13Q: 3 clusters Score -2.886852e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -28871330.000000 Penalty: 6092.069824
	Iteration 14Q: 3 clusters Score -2.887133e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 215203 members 
Entering Unmasked Estep 
Score: -28872240.000000 Penalty: 6092.069824
	Iteration 15Q: 3 clusters Score -2.887224e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 215517 members 
Entering Unmasked Estep 
Score: -28872592.000000 Penalty: 6092.069824
	Iteration 16Q: 3 clusters Score -2.887259e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 215602 members 
Entering Unmasked Estep 
Score: -28872706.000000 Penalty: 6092.069824
	Iteration 17Q: 3 clusters Score -2.887271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215630 members 
Entering Unmasked Estep 
Score: -28872734.000000 Penalty: 6092.069824
	Iteration 18Q: 3 clusters Score -2.887273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215637 members 
Entering Unmasked Estep 
Score: -28872728.000000 Penalty: 6092.069824
	Iteration 19Q: 3 clusters Score -2.887273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 215642 members 
Entering Unmasked Estep 
Score: -28872732.000000 Penalty: 6092.069824
	Iteration 20F: 3 clusters Score -2.887273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215641 members 
Entering Unmasked Estep 
Score: -28872772.000000 Penalty: 6092.069824
	Iteration 21Q: 3 clusters Score -2.887277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 215643 members 
Entering Unmasked Estep 
Score: -28872780.000000 Penalty: 6092.069824
	Iteration 22Q: 3 clusters Score -2.887278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215644 members 
Entering Unmasked Estep 
Score: -28872780.000000 Penalty: 6092.069824
	Iteration 23Q: 3 clusters Score -2.887278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215645 members 
Entering Unmasked Estep 
Score: -28872780.000000 Penalty: 6092.069824
	Iteration 24Q: 3 clusters Score -2.887278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215645 members 
Entering Unmasked Estep 
Score: -28872788.000000 Penalty: 6092.069824
	Iteration 25Q: 3 clusters Score -2.887279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215646 members 
Entering Unmasked Estep 
Score: -28872776.000000 Penalty: 6092.069824
	Iteration 26Q: 3 clusters Score -2.887278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215646 members 
Entering Unmasked Estep 
Score: -28872776.000000 Penalty: 6092.069824
	Iteration 27F: 3 clusters Score -2.887278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Entering Unmasked Estep 
Score: -4950203.500000 Penalty: 2609.674316
	Iteration 0F: 2 clusters Score -4950204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4924864.500000 Penalty: 5219.348633
	Iteration 0F: 3 clusters Score -4924864 nChanged 17094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4934317.500000 Penalty: 5219.348633
	Iteration 1F: 3 clusters Score -4934318 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4934931.500000 Penalty: 5219.348633
	Iteration 2Q: 3 clusters Score -4934932 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4935616.000000 Penalty: 5219.348633
	Iteration 3Q: 3 clusters Score -4935616 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4936424.000000 Penalty: 5219.348633
	Iteration 4Q: 3 clusters Score -4936424 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4937352.000000 Penalty: 5219.348633
	Iteration 5Q: 3 clusters Score -4937352 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4938395.000000 Penalty: 5219.348633
	Iteration 6F: 3 clusters Score -4938395 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4939695.000000 Penalty: 5219.348633
	Iteration 7F: 3 clusters Score -4939695 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4941018.500000 Penalty: 5219.348633
	Iteration 8F: 3 clusters Score -4941018 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4942301.500000 Penalty: 5219.348633
	Iteration 9F: 3 clusters Score -4942302 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4943394.500000 Penalty: 5219.348633
	Iteration 10Q: 3 clusters Score -4943394 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4944232.500000 Penalty: 5219.348633
	Iteration 11Q: 3 clusters Score -4944232 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -4944829.500000 Penalty: 5219.348633
	Iteration 12Q: 3 clusters Score -4944830 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4945263.000000 Penalty: 5219.348633
	Iteration 13Q: 3 clusters Score -4945263 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4945657.000000 Penalty: 5219.348633
	Iteration 14Q: 3 clusters Score -4945657 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4945897.000000 Penalty: 5219.348633
	Iteration 15Q: 3 clusters Score -4945897 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4946157.000000 Penalty: 5219.348633
	Iteration 16Q: 3 clusters Score -4946157 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4946345.500000 Penalty: 5219.348633
	Iteration 17Q: 3 clusters Score -4946346 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4946581.500000 Penalty: 5219.348633
	Iteration 18Q: 3 clusters Score -4946582 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4946805.500000 Penalty: 5219.348633
	Iteration 19Q: 3 clusters Score -4946806 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4947049.500000 Penalty: 5219.348633
	Iteration 20F: 3 clusters Score -4947050 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4947252.500000 Penalty: 5219.348633
	Iteration 21Q: 3 clusters Score -4947252 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4947465.000000 Penalty: 5219.348633
	Iteration 22Q: 3 clusters Score -4947465 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4947709.000000 Penalty: 5219.348633
	Iteration 23Q: 3 clusters Score -4947709 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4947928.000000 Penalty: 5219.348633
	Iteration 24Q: 3 clusters Score -4947928 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4948090.000000 Penalty: 5219.348633
	Iteration 25Q: 3 clusters Score -4948090 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4948240.500000 Penalty: 5219.348633
	Iteration 26Q: 3 clusters Score -4948240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4948339.500000 Penalty: 5219.348633
	Iteration 27Q: 3 clusters Score -4948340 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4948436.500000 Penalty: 5219.348633
	Iteration 28Q: 3 clusters Score -4948436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4948498.000000 Penalty: 5219.348633
	Iteration 29Q: 3 clusters Score -4948498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4948555.000000 Penalty: 5219.348633
	Iteration 30Q: 3 clusters Score -4948555 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4948600.500000 Penalty: 5219.348633
	Iteration 31Q: 3 clusters Score -4948600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4948621.500000 Penalty: 5219.348633
	Iteration 32Q: 3 clusters Score -4948622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4948628.500000 Penalty: 5219.348633
	Iteration 33Q: 3 clusters Score -4948628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4948634.500000 Penalty: 5219.348633
	Iteration 34Q: 3 clusters Score -4948634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4948643.000000 Penalty: 5219.348633
	Iteration 35Q: 3 clusters Score -4948643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4948658.000000 Penalty: 5219.348633
	Iteration 36Q: 3 clusters Score -4948658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4948662.000000 Penalty: 5219.348633
	Iteration 37Q: 3 clusters Score -4948662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4948659.500000 Penalty: 5219.348633
	Iteration 38Q: 3 clusters Score -4948660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4948692.500000 Penalty: 5219.348633
	Iteration 39Q: 3 clusters Score -4948692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4948695.500000 Penalty: 5219.348633
	Iteration 40F: 3 clusters Score -4948696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4948697.500000 Penalty: 5219.348633
	Iteration 41Q: 3 clusters Score -4948698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4948700.000000 Penalty: 5219.348633
	Iteration 42Q: 3 clusters Score -4948700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4948705.500000 Penalty: 5219.348633
	Iteration 43Q: 3 clusters Score -4948706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4948708.500000 Penalty: 5219.348633
	Iteration 44Q: 3 clusters Score -4948708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4948714.000000 Penalty: 5219.348633
	Iteration 45Q: 3 clusters Score -4948714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4948712.500000 Penalty: 5219.348633
	Iteration 46Q: 3 clusters Score -4948712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4948716.500000 Penalty: 5219.348633
	Iteration 47Q: 3 clusters Score -4948716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4948716.500000 Penalty: 5219.348633
	Iteration 48Q: 3 clusters Score -4948716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4948714.000000 Penalty: 5219.348633
	Iteration 49Q: 3 clusters Score -4948714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4948710.500000 Penalty: 5219.348633
	Iteration 50Q: 3 clusters Score -4948710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4948715.000000 Penalty: 5219.348633
	Iteration 51Q: 3 clusters Score -4948715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4948721.000000 Penalty: 5219.348633
	Iteration 52Q: 3 clusters Score -4948721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4948717.000000 Penalty: 5219.348633
	Iteration 53Q: 3 clusters Score -4948717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4948714.000000 Penalty: 5219.348633
	Iteration 54Q: 3 clusters Score -4948714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4948708.500000 Penalty: 5219.348633
	Iteration 55Q: 3 clusters Score -4948708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4948714.500000 Penalty: 5219.348633
	Iteration 56Q: 3 clusters Score -4948714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4948719.000000 Penalty: 5219.348633
	Iteration 57Q: 3 clusters Score -4948719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4948719.000000 Penalty: 5219.348633
	Iteration 58F: 3 clusters Score -4948719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -865741.750000 Penalty: 2204.582764
	Iteration 0F: 2 clusters Score -865741.8 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 3693 members 
Entering Unmasked Estep 
Score: -859858.875000 Penalty: 4409.165527
	Iteration 0F: 3 clusters Score -859858.9 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -861595.000000 Penalty: 4409.165527
	Iteration 1F: 3 clusters Score -861595 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -862004.875000 Penalty: 4409.165527
	Iteration 2F: 3 clusters Score -862004.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -862375.375000 Penalty: 4409.165527
	Iteration 3F: 3 clusters Score -862375.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -862675.187500 Penalty: 4409.165527
	Iteration 4F: 3 clusters Score -862675.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -862950.250000 Penalty: 4409.165527
	Iteration 5F: 3 clusters Score -862950.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -863195.875000 Penalty: 4409.165527
	Iteration 6Q: 3 clusters Score -863195.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -863422.750000 Penalty: 4409.165527
	Iteration 7Q: 3 clusters Score -863422.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -863612.937500 Penalty: 4409.165527
	Iteration 8Q: 3 clusters Score -863612.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -863795.250000 Penalty: 4409.165527
	Iteration 9Q: 3 clusters Score -863795.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -863933.187500 Penalty: 4409.165527
	Iteration 10Q: 3 clusters Score -863933.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -864045.687500 Penalty: 4409.165527
	Iteration 11Q: 3 clusters Score -864045.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -864173.812500 Penalty: 4409.165527
	Iteration 12Q: 3 clusters Score -864173.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -864262.312500 Penalty: 4409.165527
	Iteration 13Q: 3 clusters Score -864262.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -864329.625000 Penalty: 4409.165527
	Iteration 14Q: 3 clusters Score -864329.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -864397.375000 Penalty: 4409.165527
	Iteration 15Q: 3 clusters Score -864397.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -864443.437500 Penalty: 4409.165527
	Iteration 16Q: 3 clusters Score -864443.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -864473.125000 Penalty: 4409.165527
	Iteration 17Q: 3 clusters Score -864473.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -864505.750000 Penalty: 4409.165527
	Iteration 18Q: 3 clusters Score -864505.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -864538.812500 Penalty: 4409.165527
	Iteration 19Q: 3 clusters Score -864538.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -864569.000000 Penalty: 4409.165527
	Iteration 20F: 3 clusters Score -864569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -864598.375000 Penalty: 4409.165527
	Iteration 21Q: 3 clusters Score -864598.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -864623.687500 Penalty: 4409.165527
	Iteration 22Q: 3 clusters Score -864623.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -864645.875000 Penalty: 4409.165527
	Iteration 23Q: 3 clusters Score -864645.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -864663.312500 Penalty: 4409.165527
	Iteration 24Q: 3 clusters Score -864663.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -864690.625000 Penalty: 4409.165527
	Iteration 25Q: 3 clusters Score -864690.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -864718.937500 Penalty: 4409.165527
	Iteration 26Q: 3 clusters Score -864718.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -864751.687500 Penalty: 4409.165527
	Iteration 27Q: 3 clusters Score -864751.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -864773.875000 Penalty: 4409.165527
	Iteration 28Q: 3 clusters Score -864773.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -864792.000000 Penalty: 4409.165527
	Iteration 29Q: 3 clusters Score -864792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -864813.937500 Penalty: 4409.165527
	Iteration 30Q: 3 clusters Score -864813.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -864836.312500 Penalty: 4409.165527
	Iteration 31Q: 3 clusters Score -864836.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -864857.750000 Penalty: 4409.165527
	Iteration 32Q: 3 clusters Score -864857.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -864879.500000 Penalty: 4409.165527
	Iteration 33Q: 3 clusters Score -864879.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -864902.312500 Penalty: 4409.165527
	Iteration 34Q: 3 clusters Score -864902.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -864916.625000 Penalty: 4409.165527
	Iteration 35Q: 3 clusters Score -864916.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -864927.125000 Penalty: 4409.165527
	Iteration 36Q: 3 clusters Score -864927.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -864938.875000 Penalty: 4409.165527
	Iteration 37Q: 3 clusters Score -864938.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -864946.062500 Penalty: 4409.165527
	Iteration 38Q: 3 clusters Score -864946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -864956.062500 Penalty: 4409.165527
	Iteration 39Q: 3 clusters Score -864956.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -864966.750000 Penalty: 4409.165527
	Iteration 40F: 3 clusters Score -864966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -864977.437500 Penalty: 4409.165527
	Iteration 41Q: 3 clusters Score -864977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -864986.375000 Penalty: 4409.165527
	Iteration 42Q: 3 clusters Score -864986.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -864998.812500 Penalty: 4409.165527
	Iteration 43Q: 3 clusters Score -864998.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -865012.562500 Penalty: 4409.165527
	Iteration 44Q: 3 clusters Score -865012.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -865027.062500 Penalty: 4409.165527
	Iteration 45Q: 3 clusters Score -865027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -865037.062500 Penalty: 4409.165527
	Iteration 46Q: 3 clusters Score -865037.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -865042.937500 Penalty: 4409.165527
	Iteration 47Q: 3 clusters Score -865042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -865049.312500 Penalty: 4409.165527
	Iteration 48Q: 3 clusters Score -865049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -865050.750000 Penalty: 4409.165527
	Iteration 49Q: 3 clusters Score -865050.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -865052.937500 Penalty: 4409.165527
	Iteration 50Q: 3 clusters Score -865052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -865057.875000 Penalty: 4409.165527
	Iteration 51Q: 3 clusters Score -865057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -865060.187500 Penalty: 4409.165527
	Iteration 52Q: 3 clusters Score -865060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -865059.687500 Penalty: 4409.165527
	Iteration 53Q: 3 clusters Score -865059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -865061.125000 Penalty: 4409.165527
	Iteration 54Q: 3 clusters Score -865061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -865061.437500 Penalty: 4409.165527
	Iteration 55Q: 3 clusters Score -865061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -865062.062500 Penalty: 4409.165527
	Iteration 56Q: 3 clusters Score -865062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -865064.625000 Penalty: 4409.165527
	Iteration 57Q: 3 clusters Score -865064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -865063.187500 Penalty: 4409.165527
	Iteration 58Q: 3 clusters Score -865063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -865064.875000 Penalty: 4409.165527
	Iteration 59Q: 3 clusters Score -865064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -865065.437500 Penalty: 4409.165527
	Iteration 60F: 3 clusters Score -865065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -865066.687500 Penalty: 4409.165527
	Iteration 61Q: 3 clusters Score -865066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -865065.687500 Penalty: 4409.165527
	Iteration 62Q: 3 clusters Score -865065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -865065.687500 Penalty: 4409.165527
	Iteration 63F: 3 clusters Score -865065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -698985.875000 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -698985.9 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 2702 members 
Entering Unmasked Estep 
Score: -694251.125000 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -694251.1 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -695512.562500 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -695512.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -695826.687500 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -695826.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -696073.187500 Penalty: 4262.240723
	Iteration 3F: 3 clusters Score -696073.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -696275.312500 Penalty: 4262.240723
	Iteration 4F: 3 clusters Score -696275.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -696447.625000 Penalty: 4262.240723
	Iteration 5Q: 3 clusters Score -696447.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -696586.562500 Penalty: 4262.240723
	Iteration 6Q: 3 clusters Score -696586.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -696687.000000 Penalty: 4262.240723
	Iteration 7Q: 3 clusters Score -696687 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -696777.875000 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -696777.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -696840.687500 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -696840.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -696876.687500 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -696876.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -696906.812500 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -696906.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -696930.000000 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -696930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -696945.250000 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -696945.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -696962.687500 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -696962.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -696978.500000 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -696978.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -696991.625000 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -696991.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -697000.250000 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -697000.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -697006.937500 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -697006.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -697011.312500 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -697011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -697014.562500 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -697014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -697016.500000 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -697016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -697018.625000 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -697018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -697020.062500 Penalty: 4262.240723
	Iteration 23Q: 3 clusters Score -697020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -697023.562500 Penalty: 4262.240723
	Iteration 24Q: 3 clusters Score -697023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -697028.187500 Penalty: 4262.240723
	Iteration 25Q: 3 clusters Score -697028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -697030.750000 Penalty: 4262.240723
	Iteration 26Q: 3 clusters Score -697030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -697031.437500 Penalty: 4262.240723
	Iteration 27Q: 3 clusters Score -697031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -697033.937500 Penalty: 4262.240723
	Iteration 28Q: 3 clusters Score -697033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -697035.500000 Penalty: 4262.240723
	Iteration 29Q: 3 clusters Score -697035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -697038.562500 Penalty: 4262.240723
	Iteration 30Q: 3 clusters Score -697038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -697040.812500 Penalty: 4262.240723
	Iteration 31Q: 3 clusters Score -697040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -697042.812500 Penalty: 4262.240723
	Iteration 32Q: 3 clusters Score -697042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -697042.875000 Penalty: 4262.240723
	Iteration 33Q: 3 clusters Score -697042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -697045.375000 Penalty: 4262.240723
	Iteration 34Q: 3 clusters Score -697045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -697044.562500 Penalty: 4262.240723
	Iteration 35Q: 3 clusters Score -697044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -697046.187500 Penalty: 4262.240723
	Iteration 36Q: 3 clusters Score -697046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -697046.500000 Penalty: 4262.240723
	Iteration 37Q: 3 clusters Score -697046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -697049.500000 Penalty: 4262.240723
	Iteration 38Q: 3 clusters Score -697049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -697050.500000 Penalty: 4262.240723
	Iteration 39Q: 3 clusters Score -697050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -697050.187500 Penalty: 4262.240723
	Iteration 40F: 3 clusters Score -697050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -697052.875000 Penalty: 4262.240723
	Iteration 41Q: 3 clusters Score -697052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -697053.312500 Penalty: 4262.240723
	Iteration 42Q: 3 clusters Score -697053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -697054.187500 Penalty: 4262.240723
	Iteration 43Q: 3 clusters Score -697054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -697054.187500 Penalty: 4262.240723
	Iteration 44F: 3 clusters Score -697054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114811 members 
Entering Unmasked Estep 
Score: -15134684.000000 Penalty: 2889.458740
	Iteration 0F: 2 clusters Score -1.513468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -15058756.000000 Penalty: 5778.917480
	Iteration 0F: 3 clusters Score -1.505876e+07 nChanged 54227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -15089682.000000 Penalty: 5778.917480
	Iteration 1F: 3 clusters Score -1.508968e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -15091043.000000 Penalty: 5778.917480
	Iteration 2Q: 3 clusters Score -1.509104e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -15093146.000000 Penalty: 5778.917480
	Iteration 3Q: 3 clusters Score -1.509315e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -15096218.000000 Penalty: 5778.917480
	Iteration 4F: 3 clusters Score -1.509622e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -15100120.000000 Penalty: 5778.917480
	Iteration 5F: 3 clusters Score -1.510012e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -15104272.000000 Penalty: 5778.917480
	Iteration 6F: 3 clusters Score -1.510427e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -15107741.000000 Penalty: 5778.917480
	Iteration 7F: 3 clusters Score -1.510774e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -15110151.000000 Penalty: 5778.917480
	Iteration 8F: 3 clusters Score -1.511015e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -15111793.000000 Penalty: 5778.917480
	Iteration 9Q: 3 clusters Score -1.511179e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -15112917.000000 Penalty: 5778.917480
	Iteration 10Q: 3 clusters Score -1.511292e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -15113940.000000 Penalty: 5778.917480
	Iteration 11Q: 3 clusters Score -1.511394e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -15115060.000000 Penalty: 5778.917480
	Iteration 12Q: 3 clusters Score -1.511506e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -15116187.000000 Penalty: 5778.917480
	Iteration 13Q: 3 clusters Score -1.511619e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -15117723.000000 Penalty: 5778.917480
	Iteration 14Q: 3 clusters Score -1.511772e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -15119319.000000 Penalty: 5778.917480
	Iteration 15Q: 3 clusters Score -1.511932e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -15121161.000000 Penalty: 5778.917480
	Iteration 16Q: 3 clusters Score -1.512116e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -15123124.000000 Penalty: 5778.917480
	Iteration 17Q: 3 clusters Score -1.512312e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -15125204.000000 Penalty: 5778.917480
	Iteration 18Q: 3 clusters Score -1.51252e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15127361.000000 Penalty: 5778.917480
	Iteration 19Q: 3 clusters Score -1.512736e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -15129065.000000 Penalty: 5778.917480
	Iteration 20F: 3 clusters Score -1.512906e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -15130352.000000 Penalty: 5778.917480
	Iteration 21Q: 3 clusters Score -1.513035e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -15131066.000000 Penalty: 5778.917480
	Iteration 22Q: 3 clusters Score -1.513107e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15131475.000000 Penalty: 5778.917480
	Iteration 23Q: 3 clusters Score -1.513148e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113900 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15131760.000000 Penalty: 5778.917480
	Iteration 24Q: 3 clusters Score -1.513176e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15131909.000000 Penalty: 5778.917480
	Iteration 25Q: 3 clusters Score -1.513191e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15131981.000000 Penalty: 5778.917480
	Iteration 26Q: 3 clusters Score -1.513198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15132035.000000 Penalty: 5778.917480
	Iteration 27Q: 3 clusters Score -1.513204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114227 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15132098.000000 Penalty: 5778.917480
	Iteration 28Q: 3 clusters Score -1.51321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15132122.000000 Penalty: 5778.917480
	Iteration 29Q: 3 clusters Score -1.513212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114270 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15132142.000000 Penalty: 5778.917480
	Iteration 30Q: 3 clusters Score -1.513214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15132145.000000 Penalty: 5778.917480
	Iteration 31Q: 3 clusters Score -1.513214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15132162.000000 Penalty: 5778.917480
	Iteration 32Q: 3 clusters Score -1.513216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15132170.000000 Penalty: 5778.917480
	Iteration 33Q: 3 clusters Score -1.513217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15132171.000000 Penalty: 5778.917480
	Iteration 34Q: 3 clusters Score -1.513217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15132173.000000 Penalty: 5778.917480
	Iteration 35Q: 3 clusters Score -1.513217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15132167.000000 Penalty: 5778.917480
	Iteration 36Q: 3 clusters Score -1.513217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15132170.000000 Penalty: 5778.917480
	Iteration 37Q: 3 clusters Score -1.513217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15132168.000000 Penalty: 5778.917480
	Iteration 38Q: 3 clusters Score -1.513217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15132178.000000 Penalty: 5778.917480
	Iteration 39Q: 3 clusters Score -1.513218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15132178.000000 Penalty: 5778.917480
	Iteration 40F: 3 clusters Score -1.513218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2310340.250000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -2310340 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 9540 members 
Entering Unmasked Estep 
Score: -2296960.500000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -2296960 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2301414.250000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -2301414 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2302015.750000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -2302016 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2302561.250000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -2302561 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2303045.750000 Penalty: 4886.949219
	Iteration 4F: 3 clusters Score -2303046 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2303571.000000 Penalty: 4886.949219
	Iteration 5F: 3 clusters Score -2303571 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2304115.500000 Penalty: 4886.949219
	Iteration 6F: 3 clusters Score -2304116 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2304732.500000 Penalty: 4886.949219
	Iteration 7F: 3 clusters Score -2304732 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2305458.750000 Penalty: 4886.949219
	Iteration 8F: 3 clusters Score -2305459 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2306196.250000 Penalty: 4886.949219
	Iteration 9F: 3 clusters Score -2306196 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2306878.000000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -2306878 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2307485.000000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -2307485 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2308002.000000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -2308002 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2308385.000000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -2308385 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2308648.000000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -2308648 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2308888.500000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -2308888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2309045.500000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -2309046 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2309147.750000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -2309148 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2309236.500000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -2309236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2309342.250000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -2309342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2309443.750000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -2309444 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2309535.250000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -2309535 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2309636.500000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -2309636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2309759.750000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -2309760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2309928.750000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -2309929 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2310099.250000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -2310099 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2310155.000000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -2310155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2310188.250000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -2310188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2310200.250000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -2310200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2310210.500000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -2310210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2310213.250000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -2310213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2310214.250000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -2310214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2310216.750000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -2310217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2310219.500000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -2310220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2310220.000000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -2310220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2310220.750000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -2310221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2310220.750000 Penalty: 4886.949219
	Iteration 36F: 3 clusters Score -2310221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -627031.875000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -627031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -622827.500000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -622827.5 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -623755.625000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -623755.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -623956.375000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -623956.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -624073.562500 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -624073.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -624123.062500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -624123.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -624164.312500 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -624164.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -624189.062500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -624189.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -624211.375000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -624211.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -624228.125000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -624228.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -624240.687500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -624240.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -624253.937500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -624253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -624264.500000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -624264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -624271.937500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -624271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -624277.437500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -624277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -624279.750000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -624279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -624286.312500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -624286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -624287.625000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -624287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -624291.562500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -624291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -624294.562500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -624294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -624301.437500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -624301.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -624307.312500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -624307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -624312.875000 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -624312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -624315.875000 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -624315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -624318.875000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -624318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624319.500000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -624319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624322.500000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -624322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -624324.500000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -624324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -624328.312500 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -624328.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -624335.937500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -624335.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -624340.687500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -624340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -624344.625000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -624344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -624348.625000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -624348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -624351.062500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -624351.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -624359.062500 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -624359.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -624365.062500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -624365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -624370.375000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -624370.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -624373.812500 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -624373.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -624378.375000 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -624378.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -624382.875000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -624382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -624383.750000 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -624383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -624384.875000 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -624384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -624385.937500 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -624385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -624387.750000 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -624387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -624388.687500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -624388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -624389.812500 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -624389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -624389.750000 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -624389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -624390.562500 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -624390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -624390.312500 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -624390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -624390.312500 Penalty: 4165.499512
	Iteration 48F: 3 clusters Score -624390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -899745.812500 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -899745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -893658.500000 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -893658.5 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -895362.062500 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -895362.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -895689.500000 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -895689.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -896038.750000 Penalty: 4417.100098
	Iteration 3F: 3 clusters Score -896038.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -896509.500000 Penalty: 4417.100098
	Iteration 4F: 3 clusters Score -896509.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -897144.125000 Penalty: 4417.100098
	Iteration 5F: 3 clusters Score -897144.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -897813.312500 Penalty: 4417.100098
	Iteration 6F: 3 clusters Score -897813.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -898272.687500 Penalty: 4417.100098
	Iteration 7F: 3 clusters Score -898272.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -898486.000000 Penalty: 4417.100098
	Iteration 8Q: 3 clusters Score -898486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -898591.062500 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -898591.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -898643.687500 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -898643.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -898680.125000 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -898680.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -898703.812500 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -898703.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -898729.250000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -898729.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -898750.062500 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -898750.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -898774.000000 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -898774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -898794.812500 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -898794.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -898810.437500 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -898810.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -898820.937500 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -898820.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -898830.625000 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -898830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -898837.250000 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -898837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -898843.500000 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -898843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -898847.562500 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -898847.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -898852.312500 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -898852.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -898858.250000 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -898858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -898860.812500 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -898860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -898863.000000 Penalty: 4417.100098
	Iteration 26Q: 3 clusters Score -898863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -898863.375000 Penalty: 4417.100098
	Iteration 27Q: 3 clusters Score -898863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -898864.875000 Penalty: 4417.100098
	Iteration 28Q: 3 clusters Score -898864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -898868.375000 Penalty: 4417.100098
	Iteration 29Q: 3 clusters Score -898868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -898867.562500 Penalty: 4417.100098
	Iteration 30Q: 3 clusters Score -898867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -898870.000000 Penalty: 4417.100098
	Iteration 31Q: 3 clusters Score -898870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -898866.562500 Penalty: 4417.100098
	Iteration 32Q: 3 clusters Score -898866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -898866.312500 Penalty: 4417.100098
	Iteration 33Q: 3 clusters Score -898866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -898866.312500 Penalty: 4417.100098
	Iteration 34F: 3 clusters Score -898866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (155931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155931 members 
Entering Unmasked Estep 
Score: -20920568.000000 Penalty: 2965.377930
	Iteration 0F: 2 clusters Score -2.092057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -20821034.000000 Penalty: 5930.755859
	Iteration 0F: 3 clusters Score -2.082103e+07 nChanged 74515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -20865336.000000 Penalty: 5930.755859
	Iteration 1F: 3 clusters Score -2.086534e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -20866898.000000 Penalty: 5930.755859
	Iteration 2Q: 3 clusters Score -2.08669e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -20870204.000000 Penalty: 5930.755859
	Iteration 3Q: 3 clusters Score -2.08702e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -20876182.000000 Penalty: 5930.755859
	Iteration 4F: 3 clusters Score -2.087618e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -20885728.000000 Penalty: 5930.755859
	Iteration 5F: 3 clusters Score -2.088573e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 132910 members 
Entering Unmasked Estep 
Score: -20897630.000000 Penalty: 5930.755859
	Iteration 6F: 3 clusters Score -2.089763e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 144373 members 
Entering Unmasked Estep 
Score: -20907882.000000 Penalty: 5930.755859
	Iteration 7F: 3 clusters Score -2.090788e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -20914086.000000 Penalty: 5930.755859
	Iteration 8Q: 3 clusters Score -2.091409e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -20916574.000000 Penalty: 5930.755859
	Iteration 9Q: 3 clusters Score -2.091657e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -20917506.000000 Penalty: 5930.755859
	Iteration 10Q: 3 clusters Score -2.091751e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -20917748.000000 Penalty: 5930.755859
	Iteration 11Q: 3 clusters Score -2.091775e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155669 members 
Entering Unmasked Estep 
Score: -20917856.000000 Penalty: 5930.755859
	Iteration 12Q: 3 clusters Score -2.091786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -20917912.000000 Penalty: 5930.755859
	Iteration 13Q: 3 clusters Score -2.091791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -20917952.000000 Penalty: 5930.755859
	Iteration 14Q: 3 clusters Score -2.091795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -20917978.000000 Penalty: 5930.755859
	Iteration 15Q: 3 clusters Score -2.091798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155698 members 
Entering Unmasked Estep 
Score: -20917978.000000 Penalty: 5930.755859
	Iteration 16Q: 3 clusters Score -2.091798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 155695 members 
Entering Unmasked Estep 
Score: -20917984.000000 Penalty: 5930.755859
	Iteration 17Q: 3 clusters Score -2.091798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155698 members 
Entering Unmasked Estep 
Score: -20917982.000000 Penalty: 5930.755859
	Iteration 18Q: 3 clusters Score -2.091798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -20917984.000000 Penalty: 5930.755859
	Iteration 19Q: 3 clusters Score -2.091798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -20917986.000000 Penalty: 5930.755859
	Iteration 20F: 3 clusters Score -2.091799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116773.304688 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116773.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117060.109375 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117060.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117143.601562 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117143.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117176.554688 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -117176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117201.765625 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -117220.585938 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117253.671875 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117253.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117322.046875 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117443.085938 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -117443.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -117663.523438 Penalty: 3388.113770
	Iteration 9F: 3 clusters Score -117663.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118083.203125 Penalty: 3388.113770
	Iteration 10F: 3 clusters Score -118083.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -118297.046875 Penalty: 3388.113770
	Iteration 11F: 3 clusters Score -118297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -118373.125000 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -118373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -118406.812500 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -118406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -118420.125000 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -118420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -118423.523438 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -118423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -118426.773438 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -118426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -118427.765625 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -118427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -118427.765625 Penalty: 3388.113770
	Iteration 18F: 3 clusters Score -118427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -940426.062500 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940426.1 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -942007.437500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -942007.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -942217.562500 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942217.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -942360.312500 Penalty: 4403.181641
	Iteration 3Q: 3 clusters Score -942360.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -942471.500000 Penalty: 4403.181641
	Iteration 4Q: 3 clusters Score -942471.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -942576.375000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -942576.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -942710.062500 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -942710.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -942876.875000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -942876.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -943068.937500 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -943068.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -943317.562500 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -943317.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -943613.875000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -943613.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -943866.250000 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -943866.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -944044.875000 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -944044.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -944163.000000 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -944163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -944242.687500 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -944242.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -944296.125000 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -944296.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -944331.000000 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -944331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -944352.750000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -944352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -944364.937500 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -944364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -944374.500000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -944374.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -944384.437500 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -944384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -944391.812500 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -944391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -944394.687500 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -944394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -944397.187500 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -944397.000000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -944398.250000 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -944397.812500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -944397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -944398.750000 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -944398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -944400.000000 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -944400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -944402.187500 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -944402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -944403.500000 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -944403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -944406.437500 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -944406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -944406.750000 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -944406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -944406.750000 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -944406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -944407.312500 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -944407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -944408.312500 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -944408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -944408.812500 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -944408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -944408.812500 Penalty: 4403.181641
	Iteration 37F: 3 clusters Score -944408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Entering Unmasked Estep 
Score: -14448109.000000 Penalty: 2891.092773
	Iteration 0F: 2 clusters Score -1.444811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -14370989.000000 Penalty: 5782.185547
	Iteration 0F: 3 clusters Score -1.437099e+07 nChanged 54826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -14402738.000000 Penalty: 5782.185547
	Iteration 1F: 3 clusters Score -1.440274e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -14404063.000000 Penalty: 5782.185547
	Iteration 2Q: 3 clusters Score -1.440406e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -14405883.000000 Penalty: 5782.185547
	Iteration 3Q: 3 clusters Score -1.440588e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -14408620.000000 Penalty: 5782.185547
	Iteration 4Q: 3 clusters Score -1.440862e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -14412659.000000 Penalty: 5782.185547
	Iteration 5F: 3 clusters Score -1.441266e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -14418515.000000 Penalty: 5782.185547
	Iteration 6F: 3 clusters Score -1.441852e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -14426039.000000 Penalty: 5782.185547
	Iteration 7F: 3 clusters Score -1.442604e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -14433848.000000 Penalty: 5782.185547
	Iteration 8F: 3 clusters Score -1.443385e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -14439792.000000 Penalty: 5782.185547
	Iteration 9F: 3 clusters Score -1.443979e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -14442960.000000 Penalty: 5782.185547
	Iteration 10Q: 3 clusters Score -1.444296e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -14444519.000000 Penalty: 5782.185547
	Iteration 11Q: 3 clusters Score -1.444452e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -14445218.000000 Penalty: 5782.185547
	Iteration 12Q: 3 clusters Score -1.444522e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -14445585.000000 Penalty: 5782.185547
	Iteration 13Q: 3 clusters Score -1.444558e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -14445769.000000 Penalty: 5782.185547
	Iteration 14Q: 3 clusters Score -1.444577e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -14445900.000000 Penalty: 5782.185547
	Iteration 15Q: 3 clusters Score -1.44459e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -14445973.000000 Penalty: 5782.185547
	Iteration 16Q: 3 clusters Score -1.444597e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -14445989.000000 Penalty: 5782.185547
	Iteration 17Q: 3 clusters Score -1.444599e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -14446073.000000 Penalty: 5782.185547
	Iteration 18Q: 3 clusters Score -1.444607e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -14446102.000000 Penalty: 5782.185547
	Iteration 19Q: 3 clusters Score -1.44461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -14446134.000000 Penalty: 5782.185547
	Iteration 20F: 3 clusters Score -1.444613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -14446142.000000 Penalty: 5782.185547
	Iteration 21Q: 3 clusters Score -1.444614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -14446143.000000 Penalty: 5782.185547
	Iteration 22Q: 3 clusters Score -1.444614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -14446162.000000 Penalty: 5782.185547
	Iteration 23Q: 3 clusters Score -1.444616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -14446160.000000 Penalty: 5782.185547
	Iteration 24Q: 3 clusters Score -1.444616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -14446173.000000 Penalty: 5782.185547
	Iteration 25Q: 3 clusters Score -1.444617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -14446173.000000 Penalty: 5782.185547
	Iteration 26Q: 3 clusters Score -1.444617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -14446169.000000 Penalty: 5782.185547
	Iteration 27Q: 3 clusters Score -1.444617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -14446167.000000 Penalty: 5782.185547
	Iteration 28Q: 3 clusters Score -1.444617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -14446172.000000 Penalty: 5782.185547
	Iteration 29Q: 3 clusters Score -1.444617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -14446175.000000 Penalty: 5782.185547
	Iteration 30Q: 3 clusters Score -1.444618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -14446176.000000 Penalty: 5782.185547
	Iteration 31Q: 3 clusters Score -1.444618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 114478 members 
Entering Unmasked Estep 
Score: -14446176.000000 Penalty: 5782.185547
	Iteration 32Q: 3 clusters Score -1.444618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 114478 members 
Entering Unmasked Estep 
Score: -14446176.000000 Penalty: 5782.185547
	Iteration 33F: 3 clusters Score -1.444618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61461.281250 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61461.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61631.265625 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61631.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61750.960938 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61750.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61832.566406 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61832.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61845.046875 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61845.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61856.632812 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61856.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61874.992188 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61874.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61885.519531 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61885.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61888.937500 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61888.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61891.000000 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -61891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61893.386719 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -61893.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61893.386719 Penalty: 3101.899170
	Iteration 11F: 3 clusters Score -61893.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -1348382.625000 Penalty: 2308.724121
	Iteration 0F: 2 clusters Score -1348383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1340135.750000 Penalty: 4617.448242
	Iteration 0F: 3 clusters Score -1340136 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1342801.250000 Penalty: 4617.448242
	Iteration 1F: 3 clusters Score -1342801 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1343362.000000 Penalty: 4617.448242
	Iteration 2F: 3 clusters Score -1343362 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1343938.000000 Penalty: 4617.448242
	Iteration 3F: 3 clusters Score -1343938 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1344547.625000 Penalty: 4617.448242
	Iteration 4F: 3 clusters Score -1344548 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1345144.625000 Penalty: 4617.448242
	Iteration 5F: 3 clusters Score -1345145 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1345593.750000 Penalty: 4617.448242
	Iteration 6Q: 3 clusters Score -1345594 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1345923.250000 Penalty: 4617.448242
	Iteration 7Q: 3 clusters Score -1345923 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1346188.000000 Penalty: 4617.448242
	Iteration 8Q: 3 clusters Score -1346188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1346337.250000 Penalty: 4617.448242
	Iteration 9Q: 3 clusters Score -1346337 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1346434.375000 Penalty: 4617.448242
	Iteration 10Q: 3 clusters Score -1346434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1346501.000000 Penalty: 4617.448242
	Iteration 11Q: 3 clusters Score -1346501 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1346564.375000 Penalty: 4617.448242
	Iteration 12Q: 3 clusters Score -1346564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1346608.875000 Penalty: 4617.448242
	Iteration 13Q: 3 clusters Score -1346609 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1346656.500000 Penalty: 4617.448242
	Iteration 14Q: 3 clusters Score -1346656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1346698.375000 Penalty: 4617.448242
	Iteration 15Q: 3 clusters Score -1346698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1346751.250000 Penalty: 4617.448242
	Iteration 16Q: 3 clusters Score -1346751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1346822.875000 Penalty: 4617.448242
	Iteration 17Q: 3 clusters Score -1346823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1346904.500000 Penalty: 4617.448242
	Iteration 18Q: 3 clusters Score -1346904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1347022.500000 Penalty: 4617.448242
	Iteration 19Q: 3 clusters Score -1347022 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1347162.250000 Penalty: 4617.448242
	Iteration 20F: 3 clusters Score -1347162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1347366.750000 Penalty: 4617.448242
	Iteration 21Q: 3 clusters Score -1347367 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1347579.500000 Penalty: 4617.448242
	Iteration 22Q: 3 clusters Score -1347580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1347819.625000 Penalty: 4617.448242
	Iteration 23Q: 3 clusters Score -1347820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1348103.500000 Penalty: 4617.448242
	Iteration 24Q: 3 clusters Score -1348104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1348298.625000 Penalty: 4617.448242
	Iteration 25Q: 3 clusters Score -1348299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1348397.875000 Penalty: 4617.448242
	Iteration 26Q: 3 clusters Score -1348398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1348447.125000 Penalty: 4617.448242
	Iteration 27Q: 3 clusters Score -1348447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1348475.125000 Penalty: 4617.448242
	Iteration 28Q: 3 clusters Score -1348475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1348483.750000 Penalty: 4617.448242
	Iteration 29Q: 3 clusters Score -1348484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1348493.625000 Penalty: 4617.448242
	Iteration 30Q: 3 clusters Score -1348494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1348493.875000 Penalty: 4617.448242
	Iteration 31Q: 3 clusters Score -1348494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1348497.750000 Penalty: 4617.448242
	Iteration 32Q: 3 clusters Score -1348498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1348502.000000 Penalty: 4617.448242
	Iteration 33Q: 3 clusters Score -1348502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1348505.125000 Penalty: 4617.448242
	Iteration 34Q: 3 clusters Score -1348505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1348507.250000 Penalty: 4617.448242
	Iteration 35Q: 3 clusters Score -1348507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1348510.250000 Penalty: 4617.448242
	Iteration 36Q: 3 clusters Score -1348510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1348514.125000 Penalty: 4617.448242
	Iteration 37Q: 3 clusters Score -1348514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1348516.500000 Penalty: 4617.448242
	Iteration 38Q: 3 clusters Score -1348516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1348515.750000 Penalty: 4617.448242
	Iteration 39Q: 3 clusters Score -1348516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1348532.375000 Penalty: 4617.448242
	Iteration 40F: 3 clusters Score -1348532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1348544.375000 Penalty: 4617.448242
	Iteration 41Q: 3 clusters Score -1348544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1348550.500000 Penalty: 4617.448242
	Iteration 42Q: 3 clusters Score -1348550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1348552.250000 Penalty: 4617.448242
	Iteration 43Q: 3 clusters Score -1348552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1348554.125000 Penalty: 4617.448242
	Iteration 44Q: 3 clusters Score -1348554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1348554.125000 Penalty: 4617.448242
	Iteration 45Q: 3 clusters Score -1348554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1348554.875000 Penalty: 4617.448242
	Iteration 46Q: 3 clusters Score -1348555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1348554.875000 Penalty: 4617.448242
	Iteration 47F: 3 clusters Score -1348555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 100744 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 110095 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40162 members 
Mstep: Class 15 contains 170634 members 
Mstep: Class 16 contains 131664 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 215863 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155931 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115570 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 4655 members 
Mstep: Class 33 contains 1275 members 
Entering Unmasked Estep 
Score: -181073392.000000 Penalty: 115847.835938
Splitting cluster 31 changes total score from -181074464.000000 to -181073392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -548716.687500 Penalty: 2094.532715
	Iteration 0F: 2 clusters Score -548716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -544414.625000 Penalty: 4189.065430
	Iteration 0F: 3 clusters Score -544414.6 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -545580.812500 Penalty: 4189.065430
	Iteration 1F: 3 clusters Score -545580.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -546011.562500 Penalty: 4189.065430
	Iteration 2F: 3 clusters Score -546011.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -546369.062500 Penalty: 4189.065430
	Iteration 3F: 3 clusters Score -546369.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -546648.687500 Penalty: 4189.065430
	Iteration 4F: 3 clusters Score -546648.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -546810.750000 Penalty: 4189.065430
	Iteration 5Q: 3 clusters Score -546810.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -546917.437500 Penalty: 4189.065430
	Iteration 6Q: 3 clusters Score -546917.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -546985.062500 Penalty: 4189.065430
	Iteration 7Q: 3 clusters Score -546985.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -547050.875000 Penalty: 4189.065430
	Iteration 8Q: 3 clusters Score -547050.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -547116.687500 Penalty: 4189.065430
	Iteration 9Q: 3 clusters Score -547116.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -547179.312500 Penalty: 4189.065430
	Iteration 10Q: 3 clusters Score -547179.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -547233.875000 Penalty: 4189.065430
	Iteration 11Q: 3 clusters Score -547233.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -547271.000000 Penalty: 4189.065430
	Iteration 12Q: 3 clusters Score -547271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -547307.812500 Penalty: 4189.065430
	Iteration 13Q: 3 clusters Score -547307.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -547327.000000 Penalty: 4189.065430
	Iteration 14Q: 3 clusters Score -547327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547342.125000 Penalty: 4189.065430
	Iteration 15Q: 3 clusters Score -547342.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -547352.875000 Penalty: 4189.065430
	Iteration 16Q: 3 clusters Score -547352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -547362.875000 Penalty: 4189.065430
	Iteration 17Q: 3 clusters Score -547362.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -547373.625000 Penalty: 4189.065430
	Iteration 18Q: 3 clusters Score -547373.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -547382.437500 Penalty: 4189.065430
	Iteration 19Q: 3 clusters Score -547382.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -547389.312500 Penalty: 4189.065430
	Iteration 20F: 3 clusters Score -547389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -547398.812500 Penalty: 4189.065430
	Iteration 21Q: 3 clusters Score -547398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -547406.437500 Penalty: 4189.065430
	Iteration 22Q: 3 clusters Score -547406.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -547413.437500 Penalty: 4189.065430
	Iteration 23Q: 3 clusters Score -547413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -547417.812500 Penalty: 4189.065430
	Iteration 24Q: 3 clusters Score -547417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -547421.062500 Penalty: 4189.065430
	Iteration 25Q: 3 clusters Score -547421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -547424.000000 Penalty: 4189.065430
	Iteration 26Q: 3 clusters Score -547424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -547424.250000 Penalty: 4189.065430
	Iteration 27Q: 3 clusters Score -547424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -547428.125000 Penalty: 4189.065430
	Iteration 28Q: 3 clusters Score -547428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -547430.625000 Penalty: 4189.065430
	Iteration 29Q: 3 clusters Score -547430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -547434.187500 Penalty: 4189.065430
	Iteration 30Q: 3 clusters Score -547434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -547436.375000 Penalty: 4189.065430
	Iteration 31Q: 3 clusters Score -547436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -547439.750000 Penalty: 4189.065430
	Iteration 32Q: 3 clusters Score -547439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -547440.875000 Penalty: 4189.065430
	Iteration 33Q: 3 clusters Score -547440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -547444.312500 Penalty: 4189.065430
	Iteration 34Q: 3 clusters Score -547444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -547447.625000 Penalty: 4189.065430
	Iteration 35Q: 3 clusters Score -547447.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -547453.125000 Penalty: 4189.065430
	Iteration 36Q: 3 clusters Score -547453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -547461.562500 Penalty: 4189.065430
	Iteration 37Q: 3 clusters Score -547461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -547463.250000 Penalty: 4189.065430
	Iteration 38Q: 3 clusters Score -547463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547468.000000 Penalty: 4189.065430
	Iteration 39Q: 3 clusters Score -547468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -547471.312500 Penalty: 4189.065430
	Iteration 40F: 3 clusters Score -547471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547472.625000 Penalty: 4189.065430
	Iteration 41Q: 3 clusters Score -547472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -547475.125000 Penalty: 4189.065430
	Iteration 42Q: 3 clusters Score -547475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -547475.687500 Penalty: 4189.065430
	Iteration 43Q: 3 clusters Score -547475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -547476.250000 Penalty: 4189.065430
	Iteration 44Q: 3 clusters Score -547476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -547477.750000 Penalty: 4189.065430
	Iteration 45Q: 3 clusters Score -547477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -547478.125000 Penalty: 4189.065430
	Iteration 46Q: 3 clusters Score -547478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -547477.875000 Penalty: 4189.065430
	Iteration 47Q: 3 clusters Score -547477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -547479.437500 Penalty: 4189.065430
	Iteration 48Q: 3 clusters Score -547479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -547479.687500 Penalty: 4189.065430
	Iteration 49Q: 3 clusters Score -547479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -547479.625000 Penalty: 4189.065430
	Iteration 50Q: 3 clusters Score -547479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -547480.875000 Penalty: 4189.065430
	Iteration 51Q: 3 clusters Score -547480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -547482.875000 Penalty: 4189.065430
	Iteration 52Q: 3 clusters Score -547482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -547484.562500 Penalty: 4189.065430
	Iteration 53Q: 3 clusters Score -547484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -547486.375000 Penalty: 4189.065430
	Iteration 54Q: 3 clusters Score -547486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -547487.562500 Penalty: 4189.065430
	Iteration 55Q: 3 clusters Score -547487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -547487.062500 Penalty: 4189.065430
	Iteration 56Q: 3 clusters Score -547487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -547486.750000 Penalty: 4189.065430
	Iteration 57Q: 3 clusters Score -547486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -547487.062500 Penalty: 4189.065430
	Iteration 58Q: 3 clusters Score -547487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -547486.500000 Penalty: 4189.065430
	Iteration 59Q: 3 clusters Score -547486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -547488.250000 Penalty: 4189.065430
	Iteration 60F: 3 clusters Score -547488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -547489.687500 Penalty: 4189.065430
	Iteration 61Q: 3 clusters Score -547489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -547489.937500 Penalty: 4189.065430
	Iteration 62Q: 3 clusters Score -547489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -547491.187500 Penalty: 4189.065430
	Iteration 63Q: 3 clusters Score -547491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -547490.937500 Penalty: 4189.065430
	Iteration 64Q: 3 clusters Score -547490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -547492.000000 Penalty: 4189.065430
	Iteration 65Q: 3 clusters Score -547492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -547492.000000 Penalty: 4189.065430
	Iteration 66F: 3 clusters Score -547492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 100744 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 110095 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40162 members 
Mstep: Class 15 contains 170634 members 
Mstep: Class 16 contains 131664 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 215863 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114811 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155931 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115570 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074288.000000 Penalty: 112337.296875
Iteration 319Q: 33 clusters Score -1.810743e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 100742 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 110144 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40162 members 
Mstep: Class 15 contains 170630 members 
Mstep: Class 16 contains 131661 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 215865 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 114809 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155870 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115578 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074320.000000 Penalty: 112337.296875
Iteration 320F: 33 clusters Score -1.810743e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 100742 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 110199 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170620 members 
Mstep: Class 16 contains 131660 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 215869 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155818 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115584 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074496.000000 Penalty: 112337.296875
Iteration 321Q: 33 clusters Score -1.810745e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 100738 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 110256 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170615 members 
Mstep: Class 16 contains 131660 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 215872 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 19004 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155755 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115598 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074544.000000 Penalty: 112337.296875
Iteration 322Q: 33 clusters Score -1.810745e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18340 members 
Mstep: Class 4 contains 100732 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 110320 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170604 members 
Mstep: Class 16 contains 131659 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 215872 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114814 members 
Mstep: Class 23 contains 19003 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155688 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115604 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074592.000000 Penalty: 112337.296875
Iteration 323Q: 33 clusters Score -1.810746e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18343 members 
Mstep: Class 4 contains 100730 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 110399 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170597 members 
Mstep: Class 16 contains 131658 members 
Mstep: Class 17 contains 28737 members 
Mstep: Class 18 contains 215862 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 19001 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155615 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115612 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074592.000000 Penalty: 112337.296875
Iteration 324Q: 33 clusters Score -1.810746e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18343 members 
Mstep: Class 4 contains 100728 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15972 members 
Mstep: Class 7 contains 110484 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14104 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170578 members 
Mstep: Class 16 contains 131658 members 
Mstep: Class 17 contains 28739 members 
Mstep: Class 18 contains 215863 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 18997 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155540 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115623 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074528.000000 Penalty: 112337.296875
Iteration 325Q: 33 clusters Score -1.810745e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18341 members 
Mstep: Class 4 contains 100721 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 110563 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 170567 members 
Mstep: Class 16 contains 131660 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 215862 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 18993 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155473 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115629 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 326Q: 33 clusters Score -1.810745e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18342 members 
Mstep: Class 4 contains 100714 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 110639 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170562 members 
Mstep: Class 16 contains 131660 members 
Mstep: Class 17 contains 28740 members 
Mstep: Class 18 contains 215857 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 18984 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155413 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115634 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11042 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074352.000000 Penalty: 112337.296875
Iteration 327Q: 33 clusters Score -1.810744e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18344 members 
Mstep: Class 4 contains 100710 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 110706 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170556 members 
Mstep: Class 16 contains 131660 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 215854 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 18977 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155365 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115637 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074352.000000 Penalty: 112337.296875
Iteration 328Q: 33 clusters Score -1.810744e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18347 members 
Mstep: Class 4 contains 100696 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 110759 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14109 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170555 members 
Mstep: Class 16 contains 131658 members 
Mstep: Class 17 contains 28741 members 
Mstep: Class 18 contains 215853 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 18975 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155313 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115652 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074288.000000 Penalty: 112337.296875
Iteration 329Q: 33 clusters Score -1.810743e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18350 members 
Mstep: Class 4 contains 100689 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 110818 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14109 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 170551 members 
Mstep: Class 16 contains 131658 members 
Mstep: Class 17 contains 28741 members 
Mstep: Class 18 contains 215855 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114809 members 
Mstep: Class 23 contains 18968 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155247 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115669 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074192.000000 Penalty: 112337.296875
Iteration 330Q: 33 clusters Score -1.810742e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18347 members 
Mstep: Class 4 contains 100671 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 110887 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40156 members 
Mstep: Class 15 contains 170554 members 
Mstep: Class 16 contains 131657 members 
Mstep: Class 17 contains 28741 members 
Mstep: Class 18 contains 215853 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 114810 members 
Mstep: Class 23 contains 18965 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155189 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115683 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074080.000000 Penalty: 112337.296875
Iteration 331Q: 33 clusters Score -1.810741e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18348 members 
Mstep: Class 4 contains 100658 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 110965 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40155 members 
Mstep: Class 15 contains 170551 members 
Mstep: Class 16 contains 131657 members 
Mstep: Class 17 contains 28740 members 
Mstep: Class 18 contains 215853 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 18959 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155119 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115705 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074192.000000 Penalty: 112337.296875
Iteration 332Q: 33 clusters Score -1.810742e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18349 members 
Mstep: Class 4 contains 100645 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111031 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40155 members 
Mstep: Class 15 contains 170550 members 
Mstep: Class 16 contains 131654 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 215854 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114808 members 
Mstep: Class 23 contains 18957 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 155055 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115726 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074192.000000 Penalty: 112337.296875
Iteration 333Q: 33 clusters Score -1.810742e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 18349 members 
Mstep: Class 4 contains 100633 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111132 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40154 members 
Mstep: Class 15 contains 170547 members 
Mstep: Class 16 contains 131650 members 
Mstep: Class 17 contains 28735 members 
Mstep: Class 18 contains 215847 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114805 members 
Mstep: Class 23 contains 18952 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154986 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115736 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11039 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 334Q: 33 clusters Score -1.810745e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18350 members 
Mstep: Class 4 contains 100618 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111240 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40155 members 
Mstep: Class 15 contains 170542 members 
Mstep: Class 16 contains 131645 members 
Mstep: Class 17 contains 28734 members 
Mstep: Class 18 contains 215852 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 18944 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154889 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115757 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074544.000000 Penalty: 112337.296875
Iteration 335Q: 33 clusters Score -1.810745e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18353 members 
Mstep: Class 4 contains 100608 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111395 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40153 members 
Mstep: Class 15 contains 170529 members 
Mstep: Class 16 contains 131642 members 
Mstep: Class 17 contains 28734 members 
Mstep: Class 18 contains 215859 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 18943 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154761 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115752 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074480.000000 Penalty: 112337.296875
Iteration 336Q: 33 clusters Score -1.810745e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18355 members 
Mstep: Class 4 contains 100596 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111541 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40150 members 
Mstep: Class 15 contains 170525 members 
Mstep: Class 16 contains 131639 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 215862 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114800 members 
Mstep: Class 23 contains 18944 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154649 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115742 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074432.000000 Penalty: 112337.296875
Iteration 337Q: 33 clusters Score -1.810744e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18356 members 
Mstep: Class 4 contains 100573 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 111690 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40148 members 
Mstep: Class 15 contains 170517 members 
Mstep: Class 16 contains 131640 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 215864 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114793 members 
Mstep: Class 23 contains 18937 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154533 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115749 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074416.000000 Penalty: 112337.296875
Iteration 338Q: 33 clusters Score -1.810744e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18357 members 
Mstep: Class 4 contains 100558 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 111844 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40146 members 
Mstep: Class 15 contains 170499 members 
Mstep: Class 16 contains 131639 members 
Mstep: Class 17 contains 28737 members 
Mstep: Class 18 contains 215862 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18932 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 154413 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115755 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074368.000000 Penalty: 112337.296875
Iteration 339Q: 33 clusters Score -1.810744e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18360 members 
Mstep: Class 4 contains 100545 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15972 members 
Mstep: Class 7 contains 111996 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40143 members 
Mstep: Class 15 contains 170475 members 
Mstep: Class 16 contains 131638 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 215867 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 18931 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7371 members 
Mstep: Class 26 contains 154286 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115759 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 340F: 33 clusters Score -1.810745e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18364 members 
Mstep: Class 4 contains 100537 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 112145 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40141 members 
Mstep: Class 15 contains 170441 members 
Mstep: Class 16 contains 131638 members 
Mstep: Class 17 contains 28744 members 
Mstep: Class 18 contains 215872 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 18929 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 154170 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115764 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074384.000000 Penalty: 112337.296875
Iteration 341Q: 33 clusters Score -1.810744e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18366 members 
Mstep: Class 4 contains 100523 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 112277 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40140 members 
Mstep: Class 15 contains 170423 members 
Mstep: Class 16 contains 131638 members 
Mstep: Class 17 contains 28745 members 
Mstep: Class 18 contains 215875 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114793 members 
Mstep: Class 23 contains 18929 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 154062 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115771 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074400.000000 Penalty: 112337.296875
Iteration 342Q: 33 clusters Score -1.810744e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18364 members 
Mstep: Class 4 contains 100510 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 112451 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40140 members 
Mstep: Class 15 contains 170409 members 
Mstep: Class 16 contains 131636 members 
Mstep: Class 17 contains 28743 members 
Mstep: Class 18 contains 215869 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 18926 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7371 members 
Mstep: Class 26 contains 153929 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115774 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074352.000000 Penalty: 112337.296875
Iteration 343Q: 33 clusters Score -1.810744e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18364 members 
Mstep: Class 4 contains 100501 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 112600 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40138 members 
Mstep: Class 15 contains 170404 members 
Mstep: Class 16 contains 131636 members 
Mstep: Class 17 contains 28743 members 
Mstep: Class 18 contains 215865 members 
Mstep: Class 19 contains 37161 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18921 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7371 members 
Mstep: Class 26 contains 153811 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115766 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 344Q: 33 clusters Score -1.810745e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18365 members 
Mstep: Class 4 contains 100496 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 112731 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 170404 members 
Mstep: Class 16 contains 131635 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 215870 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 18913 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7371 members 
Mstep: Class 26 contains 153696 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115767 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074384.000000 Penalty: 112337.296875
Iteration 345Q: 33 clusters Score -1.810744e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18367 members 
Mstep: Class 4 contains 100486 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 112869 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40133 members 
Mstep: Class 15 contains 170405 members 
Mstep: Class 16 contains 131633 members 
Mstep: Class 17 contains 28744 members 
Mstep: Class 18 contains 215865 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114788 members 
Mstep: Class 23 contains 18913 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 153589 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115759 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074304.000000 Penalty: 112337.296875
Iteration 346Q: 33 clusters Score -1.810743e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 100472 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 113016 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 170402 members 
Mstep: Class 16 contains 131632 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 215867 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114783 members 
Mstep: Class 23 contains 18913 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 153475 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115737 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074464.000000 Penalty: 112337.296875
Iteration 347Q: 33 clusters Score -1.810745e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18372 members 
Mstep: Class 4 contains 100467 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 113155 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 170386 members 
Mstep: Class 16 contains 131630 members 
Mstep: Class 17 contains 28749 members 
Mstep: Class 18 contains 215872 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 18913 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 153360 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115727 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074544.000000 Penalty: 112337.296875
Iteration 348Q: 33 clusters Score -1.810745e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 100461 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 113301 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40135 members 
Mstep: Class 15 contains 170377 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28750 members 
Mstep: Class 18 contains 215876 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114779 members 
Mstep: Class 23 contains 18910 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 153245 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115714 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074528.000000 Penalty: 112337.296875
Iteration 349Q: 33 clusters Score -1.810745e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 100459 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 113439 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 170377 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28752 members 
Mstep: Class 18 contains 215877 members 
Mstep: Class 19 contains 37165 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 18901 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7369 members 
Mstep: Class 26 contains 153129 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115705 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074544.000000 Penalty: 112337.296875
Iteration 350Q: 33 clusters Score -1.810745e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 100454 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 113583 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14110 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 170375 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28754 members 
Mstep: Class 18 contains 215871 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18890 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 153006 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115700 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074512.000000 Penalty: 112337.296875
Iteration 351Q: 33 clusters Score -1.810745e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 100449 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 113755 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14111 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40132 members 
Mstep: Class 15 contains 170375 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28754 members 
Mstep: Class 18 contains 215864 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18882 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 152868 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115687 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074496.000000 Penalty: 112337.296875
Iteration 352Q: 33 clusters Score -1.810745e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18372 members 
Mstep: Class 4 contains 100438 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 113937 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14112 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40130 members 
Mstep: Class 15 contains 170360 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28753 members 
Mstep: Class 18 contains 215854 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18871 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 152746 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115672 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074656.000000 Penalty: 112337.296875
Iteration 353Q: 33 clusters Score -1.810747e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 100429 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 114135 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40126 members 
Mstep: Class 15 contains 170334 members 
Mstep: Class 16 contains 131629 members 
Mstep: Class 17 contains 28754 members 
Mstep: Class 18 contains 215837 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 114781 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 152614 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115665 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074768.000000 Penalty: 112337.296875
Iteration 354Q: 33 clusters Score -1.810748e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 100414 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15971 members 
Mstep: Class 7 contains 114354 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40125 members 
Mstep: Class 15 contains 170338 members 
Mstep: Class 16 contains 131629 members 
Mstep: Class 17 contains 28751 members 
Mstep: Class 18 contains 215827 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 114783 members 
Mstep: Class 23 contains 18856 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 152450 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115641 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074896.000000 Penalty: 112337.296875
Iteration 355Q: 33 clusters Score -1.810749e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18374 members 
Mstep: Class 4 contains 100401 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 114532 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40126 members 
Mstep: Class 15 contains 170332 members 
Mstep: Class 16 contains 131627 members 
Mstep: Class 17 contains 28750 members 
Mstep: Class 18 contains 215827 members 
Mstep: Class 19 contains 37168 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 18855 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7367 members 
Mstep: Class 26 contains 152306 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115623 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074976.000000 Penalty: 112337.296875
Iteration 356Q: 33 clusters Score -1.81075e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18381 members 
Mstep: Class 4 contains 100393 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15979 members 
Mstep: Class 7 contains 114710 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 40125 members 
Mstep: Class 15 contains 170315 members 
Mstep: Class 16 contains 131626 members 
Mstep: Class 17 contains 28750 members 
Mstep: Class 18 contains 215826 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18851 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 152168 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074784.000000 Penalty: 112337.296875
Iteration 357Q: 33 clusters Score -1.810748e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18386 members 
Mstep: Class 4 contains 100384 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15983 members 
Mstep: Class 7 contains 114905 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 170291 members 
Mstep: Class 16 contains 131625 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 215825 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18849 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 152017 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115598 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074864.000000 Penalty: 112337.296875
Iteration 358Q: 33 clusters Score -1.810749e+08 nChanged 399
Entering ConstructFrom: 
Score: -181074864.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Entering Unmasked Estep 
Score: -3517264.250000 Penalty: 2529.127686
	Iteration 0F: 2 clusters Score -3517264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3498787.000000 Penalty: 5058.255371
	Iteration 0F: 3 clusters Score -3498787 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3505428.000000 Penalty: 5058.255371
	Iteration 1F: 3 clusters Score -3505428 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3505915.750000 Penalty: 5058.255371
	Iteration 2Q: 3 clusters Score -3505916 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3506330.500000 Penalty: 5058.255371
	Iteration 3Q: 3 clusters Score -3506330 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3506725.250000 Penalty: 5058.255371
	Iteration 4Q: 3 clusters Score -3506725 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3507161.250000 Penalty: 5058.255371
	Iteration 5Q: 3 clusters Score -3507161 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3507705.250000 Penalty: 5058.255371
	Iteration 6Q: 3 clusters Score -3507705 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3508413.250000 Penalty: 5058.255371
	Iteration 7Q: 3 clusters Score -3508413 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3509330.000000 Penalty: 5058.255371
	Iteration 8Q: 3 clusters Score -3509330 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3510323.750000 Penalty: 5058.255371
	Iteration 9Q: 3 clusters Score -3510324 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3511242.500000 Penalty: 5058.255371
	Iteration 10Q: 3 clusters Score -3511242 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3511999.250000 Penalty: 5058.255371
	Iteration 11Q: 3 clusters Score -3511999 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3512594.250000 Penalty: 5058.255371
	Iteration 12Q: 3 clusters Score -3512594 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3513074.250000 Penalty: 5058.255371
	Iteration 13Q: 3 clusters Score -3513074 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3513478.000000 Penalty: 5058.255371
	Iteration 14Q: 3 clusters Score -3513478 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3513779.000000 Penalty: 5058.255371
	Iteration 15Q: 3 clusters Score -3513779 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3514022.000000 Penalty: 5058.255371
	Iteration 16Q: 3 clusters Score -3514022 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3514203.250000 Penalty: 5058.255371
	Iteration 17Q: 3 clusters Score -3514203 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3514357.500000 Penalty: 5058.255371
	Iteration 18Q: 3 clusters Score -3514358 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3514473.250000 Penalty: 5058.255371
	Iteration 19Q: 3 clusters Score -3514473 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3514593.250000 Penalty: 5058.255371
	Iteration 20F: 3 clusters Score -3514593 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3514701.000000 Penalty: 5058.255371
	Iteration 21Q: 3 clusters Score -3514701 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3514769.500000 Penalty: 5058.255371
	Iteration 22Q: 3 clusters Score -3514770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3514839.000000 Penalty: 5058.255371
	Iteration 23Q: 3 clusters Score -3514839 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3514897.750000 Penalty: 5058.255371
	Iteration 24Q: 3 clusters Score -3514898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3514948.250000 Penalty: 5058.255371
	Iteration 25Q: 3 clusters Score -3514948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3515002.500000 Penalty: 5058.255371
	Iteration 26Q: 3 clusters Score -3515002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3515039.500000 Penalty: 5058.255371
	Iteration 27Q: 3 clusters Score -3515040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3515065.750000 Penalty: 5058.255371
	Iteration 28Q: 3 clusters Score -3515066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3515089.250000 Penalty: 5058.255371
	Iteration 29Q: 3 clusters Score -3515089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3515103.000000 Penalty: 5058.255371
	Iteration 30Q: 3 clusters Score -3515103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3515124.500000 Penalty: 5058.255371
	Iteration 31Q: 3 clusters Score -3515124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3515145.000000 Penalty: 5058.255371
	Iteration 32Q: 3 clusters Score -3515145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3515154.500000 Penalty: 5058.255371
	Iteration 33Q: 3 clusters Score -3515154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3515158.000000 Penalty: 5058.255371
	Iteration 34Q: 3 clusters Score -3515158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3515169.750000 Penalty: 5058.255371
	Iteration 35Q: 3 clusters Score -3515170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3515179.750000 Penalty: 5058.255371
	Iteration 36Q: 3 clusters Score -3515180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3515186.250000 Penalty: 5058.255371
	Iteration 37Q: 3 clusters Score -3515186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3515195.250000 Penalty: 5058.255371
	Iteration 38Q: 3 clusters Score -3515195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3515200.000000 Penalty: 5058.255371
	Iteration 39Q: 3 clusters Score -3515200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3515203.000000 Penalty: 5058.255371
	Iteration 40F: 3 clusters Score -3515203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3515204.000000 Penalty: 5058.255371
	Iteration 41Q: 3 clusters Score -3515204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3515206.000000 Penalty: 5058.255371
	Iteration 42Q: 3 clusters Score -3515206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3515208.500000 Penalty: 5058.255371
	Iteration 43Q: 3 clusters Score -3515208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3515214.000000 Penalty: 5058.255371
	Iteration 44Q: 3 clusters Score -3515214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3515214.750000 Penalty: 5058.255371
	Iteration 45Q: 3 clusters Score -3515215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3515220.750000 Penalty: 5058.255371
	Iteration 46Q: 3 clusters Score -3515221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3515221.250000 Penalty: 5058.255371
	Iteration 47Q: 3 clusters Score -3515221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3515218.250000 Penalty: 5058.255371
	Iteration 48Q: 3 clusters Score -3515218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3515221.750000 Penalty: 5058.255371
	Iteration 49Q: 3 clusters Score -3515222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3515223.500000 Penalty: 5058.255371
	Iteration 50Q: 3 clusters Score -3515224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3515221.500000 Penalty: 5058.255371
	Iteration 51Q: 3 clusters Score -3515222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3515224.500000 Penalty: 5058.255371
	Iteration 52Q: 3 clusters Score -3515224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3515220.750000 Penalty: 5058.255371
	Iteration 53Q: 3 clusters Score -3515221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3515220.750000 Penalty: 5058.255371
	Iteration 54F: 3 clusters Score -3515221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Entering Unmasked Estep 
Score: -1801542.000000 Penalty: 2365.653320
	Iteration 0F: 2 clusters Score -1801542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1791438.250000 Penalty: 4731.306641
	Iteration 0F: 3 clusters Score -1791438 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1794504.375000 Penalty: 4731.306641
	Iteration 1F: 3 clusters Score -1794504 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1794958.125000 Penalty: 4731.306641
	Iteration 2F: 3 clusters Score -1794958 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1795443.500000 Penalty: 4731.306641
	Iteration 3F: 3 clusters Score -1795444 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1796113.625000 Penalty: 4731.306641
	Iteration 4F: 3 clusters Score -1796114 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1796899.750000 Penalty: 4731.306641
	Iteration 5F: 3 clusters Score -1796900 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1797689.625000 Penalty: 4731.306641
	Iteration 6F: 3 clusters Score -1797690 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1798425.625000 Penalty: 4731.306641
	Iteration 7F: 3 clusters Score -1798426 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1798989.250000 Penalty: 4731.306641
	Iteration 8F: 3 clusters Score -1798989 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1799271.500000 Penalty: 4731.306641
	Iteration 9Q: 3 clusters Score -1799272 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1799410.375000 Penalty: 4731.306641
	Iteration 10Q: 3 clusters Score -1799410 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1799500.000000 Penalty: 4731.306641
	Iteration 11Q: 3 clusters Score -1799500 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1799558.625000 Penalty: 4731.306641
	Iteration 12Q: 3 clusters Score -1799559 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1799614.000000 Penalty: 4731.306641
	Iteration 13Q: 3 clusters Score -1799614 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1799660.500000 Penalty: 4731.306641
	Iteration 14Q: 3 clusters Score -1799660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1799698.500000 Penalty: 4731.306641
	Iteration 15Q: 3 clusters Score -1799698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1799727.375000 Penalty: 4731.306641
	Iteration 16Q: 3 clusters Score -1799727 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1799754.500000 Penalty: 4731.306641
	Iteration 17Q: 3 clusters Score -1799754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1799783.875000 Penalty: 4731.306641
	Iteration 18Q: 3 clusters Score -1799784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1799820.500000 Penalty: 4731.306641
	Iteration 19Q: 3 clusters Score -1799820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1799854.250000 Penalty: 4731.306641
	Iteration 20F: 3 clusters Score -1799854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1799888.750000 Penalty: 4731.306641
	Iteration 21Q: 3 clusters Score -1799889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1799914.875000 Penalty: 4731.306641
	Iteration 22Q: 3 clusters Score -1799915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1799942.625000 Penalty: 4731.306641
	Iteration 23Q: 3 clusters Score -1799943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1799960.375000 Penalty: 4731.306641
	Iteration 24Q: 3 clusters Score -1799960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1799974.500000 Penalty: 4731.306641
	Iteration 25Q: 3 clusters Score -1799974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1799992.625000 Penalty: 4731.306641
	Iteration 26Q: 3 clusters Score -1799993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1800012.000000 Penalty: 4731.306641
	Iteration 27Q: 3 clusters Score -1800012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1800032.625000 Penalty: 4731.306641
	Iteration 28Q: 3 clusters Score -1800033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1800041.750000 Penalty: 4731.306641
	Iteration 29Q: 3 clusters Score -1800042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1800057.750000 Penalty: 4731.306641
	Iteration 30Q: 3 clusters Score -1800058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1800076.000000 Penalty: 4731.306641
	Iteration 31Q: 3 clusters Score -1800076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1800094.875000 Penalty: 4731.306641
	Iteration 32Q: 3 clusters Score -1800095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1800116.500000 Penalty: 4731.306641
	Iteration 33Q: 3 clusters Score -1800116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1800141.000000 Penalty: 4731.306641
	Iteration 34Q: 3 clusters Score -1800141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1800164.250000 Penalty: 4731.306641
	Iteration 35Q: 3 clusters Score -1800164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1800174.500000 Penalty: 4731.306641
	Iteration 36Q: 3 clusters Score -1800174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1800190.750000 Penalty: 4731.306641
	Iteration 37Q: 3 clusters Score -1800191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1800202.500000 Penalty: 4731.306641
	Iteration 38Q: 3 clusters Score -1800202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1800219.750000 Penalty: 4731.306641
	Iteration 39Q: 3 clusters Score -1800220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1800235.125000 Penalty: 4731.306641
	Iteration 40F: 3 clusters Score -1800235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1800264.250000 Penalty: 4731.306641
	Iteration 41Q: 3 clusters Score -1800264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1800292.000000 Penalty: 4731.306641
	Iteration 42Q: 3 clusters Score -1800292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1800311.125000 Penalty: 4731.306641
	Iteration 43Q: 3 clusters Score -1800311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1800334.125000 Penalty: 4731.306641
	Iteration 44Q: 3 clusters Score -1800334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1800357.500000 Penalty: 4731.306641
	Iteration 45Q: 3 clusters Score -1800358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1800378.625000 Penalty: 4731.306641
	Iteration 46Q: 3 clusters Score -1800379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1800387.500000 Penalty: 4731.306641
	Iteration 47Q: 3 clusters Score -1800388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1800397.375000 Penalty: 4731.306641
	Iteration 48Q: 3 clusters Score -1800397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1800402.500000 Penalty: 4731.306641
	Iteration 49Q: 3 clusters Score -1800402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1800410.875000 Penalty: 4731.306641
	Iteration 50Q: 3 clusters Score -1800411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1800418.375000 Penalty: 4731.306641
	Iteration 51Q: 3 clusters Score -1800418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1800423.125000 Penalty: 4731.306641
	Iteration 52Q: 3 clusters Score -1800423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1800429.125000 Penalty: 4731.306641
	Iteration 53Q: 3 clusters Score -1800429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1800429.375000 Penalty: 4731.306641
	Iteration 54Q: 3 clusters Score -1800429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1800436.875000 Penalty: 4731.306641
	Iteration 55Q: 3 clusters Score -1800437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1800435.500000 Penalty: 4731.306641
	Iteration 56Q: 3 clusters Score -1800436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1800434.500000 Penalty: 4731.306641
	Iteration 57Q: 3 clusters Score -1800434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1800434.500000 Penalty: 4731.306641
	Iteration 58Q: 3 clusters Score -1800434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1800430.375000 Penalty: 4731.306641
	Iteration 59Q: 3 clusters Score -1800430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1800434.875000 Penalty: 4731.306641
	Iteration 60F: 3 clusters Score -1800435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1800436.625000 Penalty: 4731.306641
	Iteration 61Q: 3 clusters Score -1800437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1800433.875000 Penalty: 4731.306641
	Iteration 62Q: 3 clusters Score -1800434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1800433.875000 Penalty: 4731.306641
	Iteration 63F: 3 clusters Score -1800434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Entering Unmasked Estep 
Score: -2399410.750000 Penalty: 2435.210938
	Iteration 0F: 2 clusters Score -2399411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2386400.500000 Penalty: 4870.421875
	Iteration 0F: 3 clusters Score -2386400 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2390614.250000 Penalty: 4870.421875
	Iteration 1F: 3 clusters Score -2390614 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2390983.000000 Penalty: 4870.421875
	Iteration 2F: 3 clusters Score -2390983 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2391279.500000 Penalty: 4870.421875
	Iteration 3Q: 3 clusters Score -2391280 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2391520.000000 Penalty: 4870.421875
	Iteration 4Q: 3 clusters Score -2391520 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2391748.000000 Penalty: 4870.421875
	Iteration 5Q: 3 clusters Score -2391748 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2392017.250000 Penalty: 4870.421875
	Iteration 6Q: 3 clusters Score -2392017 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2392379.500000 Penalty: 4870.421875
	Iteration 7Q: 3 clusters Score -2392380 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2392859.500000 Penalty: 4870.421875
	Iteration 8Q: 3 clusters Score -2392860 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2393533.250000 Penalty: 4870.421875
	Iteration 9Q: 3 clusters Score -2393533 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2394455.500000 Penalty: 4870.421875
	Iteration 10F: 3 clusters Score -2394456 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2395434.500000 Penalty: 4870.421875
	Iteration 11F: 3 clusters Score -2395434 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2396299.250000 Penalty: 4870.421875
	Iteration 12F: 3 clusters Score -2396299 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2396971.000000 Penalty: 4870.421875
	Iteration 13F: 3 clusters Score -2396971 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2397480.000000 Penalty: 4870.421875
	Iteration 14Q: 3 clusters Score -2397480 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2397810.750000 Penalty: 4870.421875
	Iteration 15Q: 3 clusters Score -2397811 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2397983.750000 Penalty: 4870.421875
	Iteration 16Q: 3 clusters Score -2397984 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2398094.000000 Penalty: 4870.421875
	Iteration 17Q: 3 clusters Score -2398094 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2398164.000000 Penalty: 4870.421875
	Iteration 18Q: 3 clusters Score -2398164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2398212.250000 Penalty: 4870.421875
	Iteration 19Q: 3 clusters Score -2398212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2398260.250000 Penalty: 4870.421875
	Iteration 20F: 3 clusters Score -2398260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2398291.250000 Penalty: 4870.421875
	Iteration 21Q: 3 clusters Score -2398291 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2398329.500000 Penalty: 4870.421875
	Iteration 22Q: 3 clusters Score -2398330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2398348.250000 Penalty: 4870.421875
	Iteration 23Q: 3 clusters Score -2398348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2398374.250000 Penalty: 4870.421875
	Iteration 24Q: 3 clusters Score -2398374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2398404.750000 Penalty: 4870.421875
	Iteration 25Q: 3 clusters Score -2398405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2398430.000000 Penalty: 4870.421875
	Iteration 26Q: 3 clusters Score -2398430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2398441.250000 Penalty: 4870.421875
	Iteration 27Q: 3 clusters Score -2398441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2398450.750000 Penalty: 4870.421875
	Iteration 28Q: 3 clusters Score -2398451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2398466.750000 Penalty: 4870.421875
	Iteration 29Q: 3 clusters Score -2398467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2398472.750000 Penalty: 4870.421875
	Iteration 30Q: 3 clusters Score -2398473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2398485.000000 Penalty: 4870.421875
	Iteration 31Q: 3 clusters Score -2398485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2398498.750000 Penalty: 4870.421875
	Iteration 32Q: 3 clusters Score -2398499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2398514.750000 Penalty: 4870.421875
	Iteration 33Q: 3 clusters Score -2398515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2398524.250000 Penalty: 4870.421875
	Iteration 34Q: 3 clusters Score -2398524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2398530.750000 Penalty: 4870.421875
	Iteration 35Q: 3 clusters Score -2398531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2398538.000000 Penalty: 4870.421875
	Iteration 36Q: 3 clusters Score -2398538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2398552.000000 Penalty: 4870.421875
	Iteration 37Q: 3 clusters Score -2398552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2398562.250000 Penalty: 4870.421875
	Iteration 38Q: 3 clusters Score -2398562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2398572.250000 Penalty: 4870.421875
	Iteration 39Q: 3 clusters Score -2398572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2398578.500000 Penalty: 4870.421875
	Iteration 40F: 3 clusters Score -2398578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2398588.250000 Penalty: 4870.421875
	Iteration 41Q: 3 clusters Score -2398588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2398595.500000 Penalty: 4870.421875
	Iteration 42Q: 3 clusters Score -2398596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2398599.750000 Penalty: 4870.421875
	Iteration 43Q: 3 clusters Score -2398600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2398602.000000 Penalty: 4870.421875
	Iteration 44Q: 3 clusters Score -2398602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2398602.000000 Penalty: 4870.421875
	Iteration 45Q: 3 clusters Score -2398602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2398603.000000 Penalty: 4870.421875
	Iteration 46Q: 3 clusters Score -2398603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2398607.750000 Penalty: 4870.421875
	Iteration 47Q: 3 clusters Score -2398608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2398611.750000 Penalty: 4870.421875
	Iteration 48Q: 3 clusters Score -2398612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2398614.750000 Penalty: 4870.421875
	Iteration 49Q: 3 clusters Score -2398615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2398630.750000 Penalty: 4870.421875
	Iteration 50Q: 3 clusters Score -2398631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2398631.500000 Penalty: 4870.421875
	Iteration 51Q: 3 clusters Score -2398632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2398642.750000 Penalty: 4870.421875
	Iteration 52Q: 3 clusters Score -2398643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2398645.250000 Penalty: 4870.421875
	Iteration 53Q: 3 clusters Score -2398645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2398647.500000 Penalty: 4870.421875
	Iteration 54Q: 3 clusters Score -2398648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2398650.750000 Penalty: 4870.421875
	Iteration 55Q: 3 clusters Score -2398651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2398655.250000 Penalty: 4870.421875
	Iteration 56Q: 3 clusters Score -2398655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2398655.500000 Penalty: 4870.421875
	Iteration 57Q: 3 clusters Score -2398656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2398655.500000 Penalty: 4870.421875
	Iteration 58Q: 3 clusters Score -2398656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2398656.000000 Penalty: 4870.421875
	Iteration 59Q: 3 clusters Score -2398656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2398653.750000 Penalty: 4870.421875
	Iteration 60F: 3 clusters Score -2398654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2398660.750000 Penalty: 4870.421875
	Iteration 61Q: 3 clusters Score -2398661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2398664.500000 Penalty: 4870.421875
	Iteration 62Q: 3 clusters Score -2398664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2398663.500000 Penalty: 4870.421875
	Iteration 63Q: 3 clusters Score -2398664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2398662.250000 Penalty: 4870.421875
	Iteration 64Q: 3 clusters Score -2398662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2398658.000000 Penalty: 4870.421875
	Iteration 65Q: 3 clusters Score -2398658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2398658.250000 Penalty: 4870.421875
	Iteration 66Q: 3 clusters Score -2398658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2398655.250000 Penalty: 4870.421875
	Iteration 67Q: 3 clusters Score -2398655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2398658.250000 Penalty: 4870.421875
	Iteration 68Q: 3 clusters Score -2398658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2398659.500000 Penalty: 4870.421875
	Iteration 69Q: 3 clusters Score -2398660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2398656.500000 Penalty: 4870.421875
	Iteration 70Q: 3 clusters Score -2398656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2398662.500000 Penalty: 4870.421875
	Iteration 71Q: 3 clusters Score -2398662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2398662.250000 Penalty: 4870.421875
	Iteration 72Q: 3 clusters Score -2398662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2398661.500000 Penalty: 4870.421875
	Iteration 73Q: 3 clusters Score -2398662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2398666.750000 Penalty: 4870.421875
	Iteration 74Q: 3 clusters Score -2398667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2398667.000000 Penalty: 4870.421875
	Iteration 75Q: 3 clusters Score -2398667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2398669.750000 Penalty: 4870.421875
	Iteration 76Q: 3 clusters Score -2398670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2398671.250000 Penalty: 4870.421875
	Iteration 77Q: 3 clusters Score -2398671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2398674.000000 Penalty: 4870.421875
	Iteration 78Q: 3 clusters Score -2398674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2398682.500000 Penalty: 4870.421875
	Iteration 79Q: 3 clusters Score -2398682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2398677.000000 Penalty: 4870.421875
	Iteration 80F: 3 clusters Score -2398677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2398674.750000 Penalty: 4870.421875
	Iteration 81Q: 3 clusters Score -2398675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2398676.000000 Penalty: 4870.421875
	Iteration 82Q: 3 clusters Score -2398676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2398678.000000 Penalty: 4870.421875
	Iteration 83Q: 3 clusters Score -2398678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2398680.250000 Penalty: 4870.421875
	Iteration 84Q: 3 clusters Score -2398680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2398680.500000 Penalty: 4870.421875
	Iteration 85Q: 3 clusters Score -2398680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2398683.000000 Penalty: 4870.421875
	Iteration 86Q: 3 clusters Score -2398683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2398686.500000 Penalty: 4870.421875
	Iteration 87Q: 3 clusters Score -2398686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2398683.500000 Penalty: 4870.421875
	Iteration 88Q: 3 clusters Score -2398684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2398684.500000 Penalty: 4870.421875
	Iteration 89Q: 3 clusters Score -2398684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2398684.500000 Penalty: 4870.421875
	Iteration 90Q: 3 clusters Score -2398684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2398690.250000 Penalty: 4870.421875
	Iteration 91Q: 3 clusters Score -2398690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2398693.250000 Penalty: 4870.421875
	Iteration 92Q: 3 clusters Score -2398693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2398687.750000 Penalty: 4870.421875
	Iteration 93Q: 3 clusters Score -2398688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2398685.250000 Penalty: 4870.421875
	Iteration 94Q: 3 clusters Score -2398685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2398688.250000 Penalty: 4870.421875
	Iteration 95Q: 3 clusters Score -2398688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2398688.000000 Penalty: 4870.421875
	Iteration 96Q: 3 clusters Score -2398688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2398690.750000 Penalty: 4870.421875
	Iteration 97Q: 3 clusters Score -2398691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2398688.250000 Penalty: 4870.421875
	Iteration 98Q: 3 clusters Score -2398688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2398690.500000 Penalty: 4870.421875
	Iteration 99Q: 3 clusters Score -2398690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2398689.000000 Penalty: 4870.421875
	Iteration 100F: 3 clusters Score -2398689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2398692.750000 Penalty: 4870.421875
	Iteration 101Q: 3 clusters Score -2398693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2398689.750000 Penalty: 4870.421875
	Iteration 102Q: 3 clusters Score -2398690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2398689.750000 Penalty: 4870.421875
	Iteration 103F: 3 clusters Score -2398690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Entering Unmasked Estep 
Score: -13210295.000000 Penalty: 2856.136230
	Iteration 0F: 2 clusters Score -1.32103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -13143144.000000 Penalty: 5712.272461
	Iteration 0F: 3 clusters Score -1.314314e+07 nChanged 47480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -13170313.000000 Penalty: 5712.272461
	Iteration 1F: 3 clusters Score -1.317031e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -13171076.000000 Penalty: 5712.272461
	Iteration 2Q: 3 clusters Score -1.317108e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -13171890.000000 Penalty: 5712.272461
	Iteration 3Q: 3 clusters Score -1.317189e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -13172939.000000 Penalty: 5712.272461
	Iteration 4Q: 3 clusters Score -1.317294e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -13174333.000000 Penalty: 5712.272461
	Iteration 5Q: 3 clusters Score -1.317433e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -13176431.000000 Penalty: 5712.272461
	Iteration 6Q: 3 clusters Score -1.317643e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -13179429.000000 Penalty: 5712.272461
	Iteration 7F: 3 clusters Score -1.317943e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -13182858.000000 Penalty: 5712.272461
	Iteration 8F: 3 clusters Score -1.318286e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -13186002.000000 Penalty: 5712.272461
	Iteration 9F: 3 clusters Score -1.3186e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -13188219.000000 Penalty: 5712.272461
	Iteration 10F: 3 clusters Score -1.318822e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -13189852.000000 Penalty: 5712.272461
	Iteration 11Q: 3 clusters Score -1.318985e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -13190822.000000 Penalty: 5712.272461
	Iteration 12Q: 3 clusters Score -1.319082e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -13191374.000000 Penalty: 5712.272461
	Iteration 13Q: 3 clusters Score -1.319137e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -13191676.000000 Penalty: 5712.272461
	Iteration 14Q: 3 clusters Score -1.319168e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -13191875.000000 Penalty: 5712.272461
	Iteration 15Q: 3 clusters Score -1.319188e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -13192082.000000 Penalty: 5712.272461
	Iteration 16Q: 3 clusters Score -1.319208e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -13192216.000000 Penalty: 5712.272461
	Iteration 17Q: 3 clusters Score -1.319222e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -13192316.000000 Penalty: 5712.272461
	Iteration 18Q: 3 clusters Score -1.319232e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -13192411.000000 Penalty: 5712.272461
	Iteration 19Q: 3 clusters Score -1.319241e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -13192544.000000 Penalty: 5712.272461
	Iteration 20F: 3 clusters Score -1.319254e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -13192708.000000 Penalty: 5712.272461
	Iteration 21Q: 3 clusters Score -1.319271e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -13192862.000000 Penalty: 5712.272461
	Iteration 22Q: 3 clusters Score -1.319286e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -13193082.000000 Penalty: 5712.272461
	Iteration 23Q: 3 clusters Score -1.319308e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -13193397.000000 Penalty: 5712.272461
	Iteration 24Q: 3 clusters Score -1.31934e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -13193821.000000 Penalty: 5712.272461
	Iteration 25Q: 3 clusters Score -1.319382e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -13194248.000000 Penalty: 5712.272461
	Iteration 26Q: 3 clusters Score -1.319425e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -13194862.000000 Penalty: 5712.272461
	Iteration 27Q: 3 clusters Score -1.319486e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -13195600.000000 Penalty: 5712.272461
	Iteration 28Q: 3 clusters Score -1.31956e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -13196564.000000 Penalty: 5712.272461
	Iteration 29Q: 3 clusters Score -1.319656e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -13197754.000000 Penalty: 5712.272461
	Iteration 30Q: 3 clusters Score -1.319775e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -13199044.000000 Penalty: 5712.272461
	Iteration 31Q: 3 clusters Score -1.319904e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -13200390.000000 Penalty: 5712.272461
	Iteration 32Q: 3 clusters Score -1.320039e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -13201794.000000 Penalty: 5712.272461
	Iteration 33Q: 3 clusters Score -1.320179e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -13203129.000000 Penalty: 5712.272461
	Iteration 34Q: 3 clusters Score -1.320313e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -13204335.000000 Penalty: 5712.272461
	Iteration 35Q: 3 clusters Score -1.320434e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -13205268.000000 Penalty: 5712.272461
	Iteration 36Q: 3 clusters Score -1.320527e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -13205984.000000 Penalty: 5712.272461
	Iteration 37Q: 3 clusters Score -1.320598e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -13206521.000000 Penalty: 5712.272461
	Iteration 38Q: 3 clusters Score -1.320652e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -13206912.000000 Penalty: 5712.272461
	Iteration 39Q: 3 clusters Score -1.320691e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -13207232.000000 Penalty: 5712.272461
	Iteration 40F: 3 clusters Score -1.320723e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -13207458.000000 Penalty: 5712.272461
	Iteration 41Q: 3 clusters Score -1.320746e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -13207648.000000 Penalty: 5712.272461
	Iteration 42Q: 3 clusters Score -1.320765e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -13207796.000000 Penalty: 5712.272461
	Iteration 43Q: 3 clusters Score -1.32078e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -13207888.000000 Penalty: 5712.272461
	Iteration 44Q: 3 clusters Score -1.320789e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -13207998.000000 Penalty: 5712.272461
	Iteration 45Q: 3 clusters Score -1.3208e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -13208046.000000 Penalty: 5712.272461
	Iteration 46Q: 3 clusters Score -1.320805e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -13208108.000000 Penalty: 5712.272461
	Iteration 47Q: 3 clusters Score -1.320811e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -13208139.000000 Penalty: 5712.272461
	Iteration 48Q: 3 clusters Score -1.320814e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13208149.000000 Penalty: 5712.272461
	Iteration 49Q: 3 clusters Score -1.320815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96308 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -13208183.000000 Penalty: 5712.272461
	Iteration 50Q: 3 clusters Score -1.320818e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -13208231.000000 Penalty: 5712.272461
	Iteration 51Q: 3 clusters Score -1.320823e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -13208263.000000 Penalty: 5712.272461
	Iteration 52Q: 3 clusters Score -1.320826e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -13208290.000000 Penalty: 5712.272461
	Iteration 53Q: 3 clusters Score -1.320829e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -13208307.000000 Penalty: 5712.272461
	Iteration 54Q: 3 clusters Score -1.320831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -13208310.000000 Penalty: 5712.272461
	Iteration 55Q: 3 clusters Score -1.320831e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13208349.000000 Penalty: 5712.272461
	Iteration 56Q: 3 clusters Score -1.320835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -13208355.000000 Penalty: 5712.272461
	Iteration 57Q: 3 clusters Score -1.320836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -13208373.000000 Penalty: 5712.272461
	Iteration 58Q: 3 clusters Score -1.320837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -13208382.000000 Penalty: 5712.272461
	Iteration 59Q: 3 clusters Score -1.320838e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -13208383.000000 Penalty: 5712.272461
	Iteration 60F: 3 clusters Score -1.320838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -13208388.000000 Penalty: 5712.272461
	Iteration 61Q: 3 clusters Score -1.320839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -13208397.000000 Penalty: 5712.272461
	Iteration 62Q: 3 clusters Score -1.32084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -13208396.000000 Penalty: 5712.272461
	Iteration 63Q: 3 clusters Score -1.32084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -13208396.000000 Penalty: 5712.272461
	Iteration 64Q: 3 clusters Score -1.32084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -13208395.000000 Penalty: 5712.272461
	Iteration 65Q: 3 clusters Score -1.32084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -13208396.000000 Penalty: 5712.272461
	Iteration 66Q: 3 clusters Score -1.32084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -13208406.000000 Penalty: 5712.272461
	Iteration 67Q: 3 clusters Score -1.320841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -13208423.000000 Penalty: 5712.272461
	Iteration 68Q: 3 clusters Score -1.320842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13208419.000000 Penalty: 5712.272461
	Iteration 69Q: 3 clusters Score -1.320842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -13208428.000000 Penalty: 5712.272461
	Iteration 70Q: 3 clusters Score -1.320843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -13208435.000000 Penalty: 5712.272461
	Iteration 71Q: 3 clusters Score -1.320844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13208444.000000 Penalty: 5712.272461
	Iteration 72Q: 3 clusters Score -1.320844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -13208449.000000 Penalty: 5712.272461
	Iteration 73Q: 3 clusters Score -1.320845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13208450.000000 Penalty: 5712.272461
	Iteration 74Q: 3 clusters Score -1.320845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13208456.000000 Penalty: 5712.272461
	Iteration 75Q: 3 clusters Score -1.320846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -13208467.000000 Penalty: 5712.272461
	Iteration 76Q: 3 clusters Score -1.320847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13208468.000000 Penalty: 5712.272461
	Iteration 77Q: 3 clusters Score -1.320847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -13208476.000000 Penalty: 5712.272461
	Iteration 78Q: 3 clusters Score -1.320848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13208463.000000 Penalty: 5712.272461
	Iteration 79Q: 3 clusters Score -1.320846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -13208462.000000 Penalty: 5712.272461
	Iteration 80F: 3 clusters Score -1.320846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -13208463.000000 Penalty: 5712.272461
	Iteration 81Q: 3 clusters Score -1.320846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -13208469.000000 Penalty: 5712.272461
	Iteration 82Q: 3 clusters Score -1.320847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13208465.000000 Penalty: 5712.272461
	Iteration 83Q: 3 clusters Score -1.320846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -13208460.000000 Penalty: 5712.272461
	Iteration 84Q: 3 clusters Score -1.320846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -13208471.000000 Penalty: 5712.272461
	Iteration 85Q: 3 clusters Score -1.320847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13208477.000000 Penalty: 5712.272461
	Iteration 86Q: 3 clusters Score -1.320848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13208481.000000 Penalty: 5712.272461
	Iteration 87Q: 3 clusters Score -1.320848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -13208475.000000 Penalty: 5712.272461
	Iteration 88Q: 3 clusters Score -1.320848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -13208493.000000 Penalty: 5712.272461
	Iteration 89Q: 3 clusters Score -1.320849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13208496.000000 Penalty: 5712.272461
	Iteration 90Q: 3 clusters Score -1.32085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -13208496.000000 Penalty: 5712.272461
	Iteration 91Q: 3 clusters Score -1.32085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13208497.000000 Penalty: 5712.272461
	Iteration 92Q: 3 clusters Score -1.32085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -13208517.000000 Penalty: 5712.272461
	Iteration 93Q: 3 clusters Score -1.320852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13208529.000000 Penalty: 5712.272461
	Iteration 94Q: 3 clusters Score -1.320853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13208523.000000 Penalty: 5712.272461
	Iteration 95Q: 3 clusters Score -1.320852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -13208519.000000 Penalty: 5712.272461
	Iteration 96Q: 3 clusters Score -1.320852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13208525.000000 Penalty: 5712.272461
	Iteration 97Q: 3 clusters Score -1.320852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13208517.000000 Penalty: 5712.272461
	Iteration 98Q: 3 clusters Score -1.320852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -13208528.000000 Penalty: 5712.272461
	Iteration 99Q: 3 clusters Score -1.320853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13208523.000000 Penalty: 5712.272461
	Iteration 100F: 3 clusters Score -1.320852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -13208532.000000 Penalty: 5712.272461
	Iteration 101Q: 3 clusters Score -1.320853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13208525.000000 Penalty: 5712.272461
	Iteration 102Q: 3 clusters Score -1.320852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13208523.000000 Penalty: 5712.272461
	Iteration 103Q: 3 clusters Score -1.320852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13208525.000000 Penalty: 5712.272461
	Iteration 104Q: 3 clusters Score -1.320852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -13208524.000000 Penalty: 5712.272461
	Iteration 105Q: 3 clusters Score -1.320852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13208540.000000 Penalty: 5712.272461
	Iteration 106Q: 3 clusters Score -1.320854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13208541.000000 Penalty: 5712.272461
	Iteration 107Q: 3 clusters Score -1.320854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13208543.000000 Penalty: 5712.272461
	Iteration 108Q: 3 clusters Score -1.320854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13208544.000000 Penalty: 5712.272461
	Iteration 109Q: 3 clusters Score -1.320854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13208540.000000 Penalty: 5712.272461
	Iteration 110Q: 3 clusters Score -1.320854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13208541.000000 Penalty: 5712.272461
	Iteration 111Q: 3 clusters Score -1.320854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13208550.000000 Penalty: 5712.272461
	Iteration 112Q: 3 clusters Score -1.320855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97804 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13208547.000000 Penalty: 5712.272461
	Iteration 113Q: 3 clusters Score -1.320855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -13208546.000000 Penalty: 5712.272461
	Iteration 114Q: 3 clusters Score -1.320855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -13208548.000000 Penalty: 5712.272461
	Iteration 115Q: 3 clusters Score -1.320855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -13208546.000000 Penalty: 5712.272461
	Iteration 116Q: 3 clusters Score -1.320855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -13208546.000000 Penalty: 5712.272461
	Iteration 117F: 3 clusters Score -1.320855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 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 393 members 
Entering Unmasked Estep 
Score: -100699.164062 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100699.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100928.843750 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -100928.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101001.531250 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101025.812500 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101043.546875 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101053.703125 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101056.851562 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101057.515625 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101058.078125 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101059.343750 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101059.343750 Penalty: 3320.502686
	Iteration 10F: 3 clusters Score -101059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Entering Unmasked Estep 
Score: -2091895.875000 Penalty: 2400.477051
	Iteration 0F: 2 clusters Score -2091896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2080387.875000 Penalty: 4800.954102
	Iteration 0F: 3 clusters Score -2080388 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2084495.250000 Penalty: 4800.954102
	Iteration 1F: 3 clusters Score -2084495 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2085275.125000 Penalty: 4800.954102
	Iteration 2F: 3 clusters Score -2085275 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2086016.250000 Penalty: 4800.954102
	Iteration 3F: 3 clusters Score -2086016 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2086650.625000 Penalty: 4800.954102
	Iteration 4F: 3 clusters Score -2086651 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2087139.875000 Penalty: 4800.954102
	Iteration 5F: 3 clusters Score -2087140 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2087558.375000 Penalty: 4800.954102
	Iteration 6Q: 3 clusters Score -2087558 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2087898.125000 Penalty: 4800.954102
	Iteration 7Q: 3 clusters Score -2087898 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2088185.250000 Penalty: 4800.954102
	Iteration 8Q: 3 clusters Score -2088185 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2088417.375000 Penalty: 4800.954102
	Iteration 9Q: 3 clusters Score -2088417 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2088639.875000 Penalty: 4800.954102
	Iteration 10Q: 3 clusters Score -2088640 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2088839.000000 Penalty: 4800.954102
	Iteration 11Q: 3 clusters Score -2088839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2088985.875000 Penalty: 4800.954102
	Iteration 12Q: 3 clusters Score -2088986 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2089133.125000 Penalty: 4800.954102
	Iteration 13Q: 3 clusters Score -2089133 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2089279.625000 Penalty: 4800.954102
	Iteration 14Q: 3 clusters Score -2089280 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2089421.250000 Penalty: 4800.954102
	Iteration 15Q: 3 clusters Score -2089421 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2089548.750000 Penalty: 4800.954102
	Iteration 16Q: 3 clusters Score -2089549 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2089665.000000 Penalty: 4800.954102
	Iteration 17Q: 3 clusters Score -2089665 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2089745.000000 Penalty: 4800.954102
	Iteration 18Q: 3 clusters Score -2089745 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2089826.625000 Penalty: 4800.954102
	Iteration 19Q: 3 clusters Score -2089827 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2089913.750000 Penalty: 4800.954102
	Iteration 20F: 3 clusters Score -2089914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2089990.125000 Penalty: 4800.954102
	Iteration 21Q: 3 clusters Score -2089990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2090045.875000 Penalty: 4800.954102
	Iteration 22Q: 3 clusters Score -2090046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2090092.750000 Penalty: 4800.954102
	Iteration 23Q: 3 clusters Score -2090093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2090139.375000 Penalty: 4800.954102
	Iteration 24Q: 3 clusters Score -2090139 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2090198.375000 Penalty: 4800.954102
	Iteration 25Q: 3 clusters Score -2090198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2090247.875000 Penalty: 4800.954102
	Iteration 26Q: 3 clusters Score -2090248 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2090287.625000 Penalty: 4800.954102
	Iteration 27Q: 3 clusters Score -2090288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2090311.375000 Penalty: 4800.954102
	Iteration 28Q: 3 clusters Score -2090311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2090349.875000 Penalty: 4800.954102
	Iteration 29Q: 3 clusters Score -2090350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2090375.750000 Penalty: 4800.954102
	Iteration 30Q: 3 clusters Score -2090376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2090400.500000 Penalty: 4800.954102
	Iteration 31Q: 3 clusters Score -2090400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2090413.000000 Penalty: 4800.954102
	Iteration 32Q: 3 clusters Score -2090413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2090430.375000 Penalty: 4800.954102
	Iteration 33Q: 3 clusters Score -2090430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2090439.125000 Penalty: 4800.954102
	Iteration 34Q: 3 clusters Score -2090439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2090445.125000 Penalty: 4800.954102
	Iteration 35Q: 3 clusters Score -2090445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2090458.750000 Penalty: 4800.954102
	Iteration 36Q: 3 clusters Score -2090459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2090458.875000 Penalty: 4800.954102
	Iteration 37Q: 3 clusters Score -2090459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2090461.500000 Penalty: 4800.954102
	Iteration 38Q: 3 clusters Score -2090462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2090467.875000 Penalty: 4800.954102
	Iteration 39Q: 3 clusters Score -2090468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2090465.250000 Penalty: 4800.954102
	Iteration 40F: 3 clusters Score -2090465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2090470.875000 Penalty: 4800.954102
	Iteration 41Q: 3 clusters Score -2090471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2090476.750000 Penalty: 4800.954102
	Iteration 42Q: 3 clusters Score -2090477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2090479.250000 Penalty: 4800.954102
	Iteration 43Q: 3 clusters Score -2090479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2090479.125000 Penalty: 4800.954102
	Iteration 44Q: 3 clusters Score -2090479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2090482.000000 Penalty: 4800.954102
	Iteration 45Q: 3 clusters Score -2090482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2090484.250000 Penalty: 4800.954102
	Iteration 46Q: 3 clusters Score -2090484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2090485.875000 Penalty: 4800.954102
	Iteration 47Q: 3 clusters Score -2090486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2090487.000000 Penalty: 4800.954102
	Iteration 48Q: 3 clusters Score -2090487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2090487.625000 Penalty: 4800.954102
	Iteration 49Q: 3 clusters Score -2090488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2090486.750000 Penalty: 4800.954102
	Iteration 50Q: 3 clusters Score -2090487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2090489.250000 Penalty: 4800.954102
	Iteration 51Q: 3 clusters Score -2090489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2090489.750000 Penalty: 4800.954102
	Iteration 52Q: 3 clusters Score -2090490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2090489.750000 Penalty: 4800.954102
	Iteration 53F: 3 clusters Score -2090490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (115101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Entering Unmasked Estep 
Score: -15513686.000000 Penalty: 2890.084229
	Iteration 0F: 2 clusters Score -1.551369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -15436870.000000 Penalty: 5780.168457
	Iteration 0F: 3 clusters Score -1.543687e+07 nChanged 54743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -15468301.000000 Penalty: 5780.168457
	Iteration 1F: 3 clusters Score -1.54683e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -15468923.000000 Penalty: 5780.168457
	Iteration 2Q: 3 clusters Score -1.546892e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -15469737.000000 Penalty: 5780.168457
	Iteration 3Q: 3 clusters Score -1.546974e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -15471059.000000 Penalty: 5780.168457
	Iteration 4Q: 3 clusters Score -1.547106e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -15473066.000000 Penalty: 5780.168457
	Iteration 5Q: 3 clusters Score -1.547307e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -15476644.000000 Penalty: 5780.168457
	Iteration 6F: 3 clusters Score -1.547664e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -15482496.000000 Penalty: 5780.168457
	Iteration 7F: 3 clusters Score -1.54825e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -15491105.000000 Penalty: 5780.168457
	Iteration 8F: 3 clusters Score -1.54911e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -15500479.000000 Penalty: 5780.168457
	Iteration 9F: 3 clusters Score -1.550048e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -15506705.000000 Penalty: 5780.168457
	Iteration 10F: 3 clusters Score -1.55067e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15509670.000000 Penalty: 5780.168457
	Iteration 11Q: 3 clusters Score -1.550967e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15510560.000000 Penalty: 5780.168457
	Iteration 12Q: 3 clusters Score -1.551056e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15510801.000000 Penalty: 5780.168457
	Iteration 13Q: 3 clusters Score -1.55108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15510937.000000 Penalty: 5780.168457
	Iteration 14Q: 3 clusters Score -1.551094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114913 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15510996.000000 Penalty: 5780.168457
	Iteration 15Q: 3 clusters Score -1.5511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15511033.000000 Penalty: 5780.168457
	Iteration 16Q: 3 clusters Score -1.551103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114926 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15511037.000000 Penalty: 5780.168457
	Iteration 17Q: 3 clusters Score -1.551104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15511042.000000 Penalty: 5780.168457
	Iteration 18Q: 3 clusters Score -1.551104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15511049.000000 Penalty: 5780.168457
	Iteration 19Q: 3 clusters Score -1.551105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15511052.000000 Penalty: 5780.168457
	Iteration 20F: 3 clusters Score -1.551105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -680907.375000 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -680907.4 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 2497 members 
Entering Unmasked Estep 
Score: -676285.187500 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -676285.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -677687.125000 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -677687.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -678274.437500 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -678274.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -678791.875000 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -678791.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -679227.687500 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -679227.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -679549.250000 Penalty: 4239.574219
	Iteration 5F: 3 clusters Score -679549.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -679773.312500 Penalty: 4239.574219
	Iteration 6Q: 3 clusters Score -679773.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -679920.750000 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -679920.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -680007.000000 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -680007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -680068.750000 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -680068.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -680106.250000 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -680106.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -680121.000000 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -680121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -680135.187500 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -680135.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -680146.187500 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -680146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -680151.687500 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -680151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -680154.000000 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -680154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -680154.375000 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -680154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -680155.500000 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -680155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -680155.500000 Penalty: 4239.574219
	Iteration 18F: 3 clusters Score -680155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Entering Unmasked Estep 
Score: -1840574.250000 Penalty: 2369.673340
	Iteration 0F: 2 clusters Score -1840574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1830284.375000 Penalty: 4739.346680
	Iteration 0F: 3 clusters Score -1830284 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1833928.750000 Penalty: 4739.346680
	Iteration 1F: 3 clusters Score -1833929 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1834602.250000 Penalty: 4739.346680
	Iteration 2F: 3 clusters Score -1834602 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1835247.250000 Penalty: 4739.346680
	Iteration 3F: 3 clusters Score -1835247 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1835881.875000 Penalty: 4739.346680
	Iteration 4F: 3 clusters Score -1835882 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1836494.375000 Penalty: 4739.346680
	Iteration 5F: 3 clusters Score -1836494 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1836983.375000 Penalty: 4739.346680
	Iteration 6F: 3 clusters Score -1836983 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1837373.375000 Penalty: 4739.346680
	Iteration 7Q: 3 clusters Score -1837373 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1837692.375000 Penalty: 4739.346680
	Iteration 8Q: 3 clusters Score -1837692 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1837965.250000 Penalty: 4739.346680
	Iteration 9Q: 3 clusters Score -1837965 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1838185.250000 Penalty: 4739.346680
	Iteration 10Q: 3 clusters Score -1838185 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1838401.625000 Penalty: 4739.346680
	Iteration 11Q: 3 clusters Score -1838402 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1838580.250000 Penalty: 4739.346680
	Iteration 12Q: 3 clusters Score -1838580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1838760.625000 Penalty: 4739.346680
	Iteration 13Q: 3 clusters Score -1838761 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1838951.875000 Penalty: 4739.346680
	Iteration 14Q: 3 clusters Score -1838952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1839124.500000 Penalty: 4739.346680
	Iteration 15Q: 3 clusters Score -1839124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1839273.125000 Penalty: 4739.346680
	Iteration 16Q: 3 clusters Score -1839273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1839374.375000 Penalty: 4739.346680
	Iteration 17Q: 3 clusters Score -1839374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1839483.500000 Penalty: 4739.346680
	Iteration 18Q: 3 clusters Score -1839484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1839555.750000 Penalty: 4739.346680
	Iteration 19Q: 3 clusters Score -1839556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1839598.125000 Penalty: 4739.346680
	Iteration 20F: 3 clusters Score -1839598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1839622.000000 Penalty: 4739.346680
	Iteration 21Q: 3 clusters Score -1839622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1839644.750000 Penalty: 4739.346680
	Iteration 22Q: 3 clusters Score -1839645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1839659.000000 Penalty: 4739.346680
	Iteration 23Q: 3 clusters Score -1839659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1839679.500000 Penalty: 4739.346680
	Iteration 24Q: 3 clusters Score -1839680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1839720.125000 Penalty: 4739.346680
	Iteration 25Q: 3 clusters Score -1839720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1839765.625000 Penalty: 4739.346680
	Iteration 26Q: 3 clusters Score -1839766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1839801.750000 Penalty: 4739.346680
	Iteration 27Q: 3 clusters Score -1839802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1839821.750000 Penalty: 4739.346680
	Iteration 28Q: 3 clusters Score -1839822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1839823.250000 Penalty: 4739.346680
	Iteration 29Q: 3 clusters Score -1839823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1839829.000000 Penalty: 4739.346680
	Iteration 30Q: 3 clusters Score -1839829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1839828.375000 Penalty: 4739.346680
	Iteration 31Q: 3 clusters Score -1839828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1839826.500000 Penalty: 4739.346680
	Iteration 32Q: 3 clusters Score -1839826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1839826.500000 Penalty: 4739.346680
	Iteration 33F: 3 clusters Score -1839826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -538439.062500 Penalty: 2054.369141
	Iteration 0F: 2 clusters Score -538439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -534572.812500 Penalty: 4108.738281
	Iteration 0F: 3 clusters Score -534572.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -535420.312500 Penalty: 4108.738281
	Iteration 1F: 3 clusters Score -535420.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -535594.187500 Penalty: 4108.738281
	Iteration 2F: 3 clusters Score -535594.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -535703.875000 Penalty: 4108.738281
	Iteration 3Q: 3 clusters Score -535703.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -535763.250000 Penalty: 4108.738281
	Iteration 4Q: 3 clusters Score -535763.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -535795.000000 Penalty: 4108.738281
	Iteration 5Q: 3 clusters Score -535795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -535821.687500 Penalty: 4108.738281
	Iteration 6Q: 3 clusters Score -535821.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -535845.437500 Penalty: 4108.738281
	Iteration 7Q: 3 clusters Score -535845.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -535868.750000 Penalty: 4108.738281
	Iteration 8Q: 3 clusters Score -535868.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -535889.562500 Penalty: 4108.738281
	Iteration 9Q: 3 clusters Score -535889.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -535900.312500 Penalty: 4108.738281
	Iteration 10Q: 3 clusters Score -535900.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -535913.312500 Penalty: 4108.738281
	Iteration 11Q: 3 clusters Score -535913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -535925.812500 Penalty: 4108.738281
	Iteration 12Q: 3 clusters Score -535925.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -535942.125000 Penalty: 4108.738281
	Iteration 13Q: 3 clusters Score -535942.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -535961.250000 Penalty: 4108.738281
	Iteration 14Q: 3 clusters Score -535961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -535975.562500 Penalty: 4108.738281
	Iteration 15Q: 3 clusters Score -535975.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -535989.312500 Penalty: 4108.738281
	Iteration 16Q: 3 clusters Score -535989.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -536004.687500 Penalty: 4108.738281
	Iteration 17Q: 3 clusters Score -536004.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -536015.187500 Penalty: 4108.738281
	Iteration 18Q: 3 clusters Score -536015.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -536022.500000 Penalty: 4108.738281
	Iteration 19Q: 3 clusters Score -536022.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -536032.687500 Penalty: 4108.738281
	Iteration 20F: 3 clusters Score -536032.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -536041.500000 Penalty: 4108.738281
	Iteration 21Q: 3 clusters Score -536041.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -536050.875000 Penalty: 4108.738281
	Iteration 22Q: 3 clusters Score -536050.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -536055.312500 Penalty: 4108.738281
	Iteration 23Q: 3 clusters Score -536055.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -536058.250000 Penalty: 4108.738281
	Iteration 24Q: 3 clusters Score -536058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -536058.625000 Penalty: 4108.738281
	Iteration 25Q: 3 clusters Score -536058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -536061.500000 Penalty: 4108.738281
	Iteration 26Q: 3 clusters Score -536061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -536065.312500 Penalty: 4108.738281
	Iteration 27Q: 3 clusters Score -536065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -536069.187500 Penalty: 4108.738281
	Iteration 28Q: 3 clusters Score -536069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -536071.312500 Penalty: 4108.738281
	Iteration 29Q: 3 clusters Score -536071.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -536074.562500 Penalty: 4108.738281
	Iteration 30Q: 3 clusters Score -536074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -536078.062500 Penalty: 4108.738281
	Iteration 31Q: 3 clusters Score -536078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -536085.500000 Penalty: 4108.738281
	Iteration 32Q: 3 clusters Score -536085.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -536094.562500 Penalty: 4108.738281
	Iteration 33Q: 3 clusters Score -536094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -536100.250000 Penalty: 4108.738281
	Iteration 34Q: 3 clusters Score -536100.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -536105.687500 Penalty: 4108.738281
	Iteration 35Q: 3 clusters Score -536105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -536110.375000 Penalty: 4108.738281
	Iteration 36Q: 3 clusters Score -536110.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -536118.250000 Penalty: 4108.738281
	Iteration 37Q: 3 clusters Score -536118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -536124.812500 Penalty: 4108.738281
	Iteration 38Q: 3 clusters Score -536124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -536132.312500 Penalty: 4108.738281
	Iteration 39Q: 3 clusters Score -536132.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -536136.062500 Penalty: 4108.738281
	Iteration 40F: 3 clusters Score -536136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -536140.062500 Penalty: 4108.738281
	Iteration 41Q: 3 clusters Score -536140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -536145.437500 Penalty: 4108.738281
	Iteration 42Q: 3 clusters Score -536145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -536153.062500 Penalty: 4108.738281
	Iteration 43Q: 3 clusters Score -536153.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -536158.875000 Penalty: 4108.738281
	Iteration 44Q: 3 clusters Score -536158.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -536167.625000 Penalty: 4108.738281
	Iteration 45Q: 3 clusters Score -536167.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -536172.312500 Penalty: 4108.738281
	Iteration 46Q: 3 clusters Score -536172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -536176.125000 Penalty: 4108.738281
	Iteration 47Q: 3 clusters Score -536176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -536181.187500 Penalty: 4108.738281
	Iteration 48Q: 3 clusters Score -536181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -536184.312500 Penalty: 4108.738281
	Iteration 49Q: 3 clusters Score -536184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -536188.187500 Penalty: 4108.738281
	Iteration 50Q: 3 clusters Score -536188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -536189.187500 Penalty: 4108.738281
	Iteration 51Q: 3 clusters Score -536189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -536191.625000 Penalty: 4108.738281
	Iteration 52Q: 3 clusters Score -536191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -536195.062500 Penalty: 4108.738281
	Iteration 53Q: 3 clusters Score -536195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -536198.875000 Penalty: 4108.738281
	Iteration 54Q: 3 clusters Score -536198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -536201.500000 Penalty: 4108.738281
	Iteration 55Q: 3 clusters Score -536201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -536205.187500 Penalty: 4108.738281
	Iteration 56Q: 3 clusters Score -536205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -536207.125000 Penalty: 4108.738281
	Iteration 57Q: 3 clusters Score -536207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -536210.687500 Penalty: 4108.738281
	Iteration 58Q: 3 clusters Score -536210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -536215.750000 Penalty: 4108.738281
	Iteration 59Q: 3 clusters Score -536215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -536218.375000 Penalty: 4108.738281
	Iteration 60F: 3 clusters Score -536218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -536221.750000 Penalty: 4108.738281
	Iteration 61Q: 3 clusters Score -536221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -536224.312500 Penalty: 4108.738281
	Iteration 62Q: 3 clusters Score -536224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -536225.812500 Penalty: 4108.738281
	Iteration 63Q: 3 clusters Score -536225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -536226.562500 Penalty: 4108.738281
	Iteration 64Q: 3 clusters Score -536226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -536229.000000 Penalty: 4108.738281
	Iteration 65Q: 3 clusters Score -536229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -536233.000000 Penalty: 4108.738281
	Iteration 66Q: 3 clusters Score -536233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -536236.375000 Penalty: 4108.738281
	Iteration 67Q: 3 clusters Score -536236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -536240.750000 Penalty: 4108.738281
	Iteration 68Q: 3 clusters Score -536240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -536243.812500 Penalty: 4108.738281
	Iteration 69Q: 3 clusters Score -536243.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -536252.062500 Penalty: 4108.738281
	Iteration 70Q: 3 clusters Score -536252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -536257.062500 Penalty: 4108.738281
	Iteration 71Q: 3 clusters Score -536257.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -536261.750000 Penalty: 4108.738281
	Iteration 72Q: 3 clusters Score -536261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -536265.687500 Penalty: 4108.738281
	Iteration 73Q: 3 clusters Score -536265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -536270.812500 Penalty: 4108.738281
	Iteration 74Q: 3 clusters Score -536270.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -536278.125000 Penalty: 4108.738281
	Iteration 75Q: 3 clusters Score -536278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -536283.500000 Penalty: 4108.738281
	Iteration 76Q: 3 clusters Score -536283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -536285.875000 Penalty: 4108.738281
	Iteration 77Q: 3 clusters Score -536285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -536287.187500 Penalty: 4108.738281
	Iteration 78Q: 3 clusters Score -536287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -536289.312500 Penalty: 4108.738281
	Iteration 79Q: 3 clusters Score -536289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -536290.500000 Penalty: 4108.738281
	Iteration 80F: 3 clusters Score -536290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -536294.562500 Penalty: 4108.738281
	Iteration 81Q: 3 clusters Score -536294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -536299.250000 Penalty: 4108.738281
	Iteration 82Q: 3 clusters Score -536299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -536304.187500 Penalty: 4108.738281
	Iteration 83Q: 3 clusters Score -536304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -536306.937500 Penalty: 4108.738281
	Iteration 84Q: 3 clusters Score -536306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -536309.250000 Penalty: 4108.738281
	Iteration 85Q: 3 clusters Score -536309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -536310.750000 Penalty: 4108.738281
	Iteration 86Q: 3 clusters Score -536310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -536311.875000 Penalty: 4108.738281
	Iteration 87Q: 3 clusters Score -536311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -536315.187500 Penalty: 4108.738281
	Iteration 88Q: 3 clusters Score -536315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -536318.687500 Penalty: 4108.738281
	Iteration 89Q: 3 clusters Score -536318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -536319.562500 Penalty: 4108.738281
	Iteration 90Q: 3 clusters Score -536319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -536319.937500 Penalty: 4108.738281
	Iteration 91Q: 3 clusters Score -536319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -536321.062500 Penalty: 4108.738281
	Iteration 92Q: 3 clusters Score -536321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -536321.625000 Penalty: 4108.738281
	Iteration 93Q: 3 clusters Score -536321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -536322.750000 Penalty: 4108.738281
	Iteration 94Q: 3 clusters Score -536322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -536324.937500 Penalty: 4108.738281
	Iteration 95Q: 3 clusters Score -536324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -536327.187500 Penalty: 4108.738281
	Iteration 96Q: 3 clusters Score -536327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -536332.062500 Penalty: 4108.738281
	Iteration 97Q: 3 clusters Score -536332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -536333.562500 Penalty: 4108.738281
	Iteration 98Q: 3 clusters Score -536333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -536335.125000 Penalty: 4108.738281
	Iteration 99Q: 3 clusters Score -536335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -536335.875000 Penalty: 4108.738281
	Iteration 100F: 3 clusters Score -536335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -536337.250000 Penalty: 4108.738281
	Iteration 101Q: 3 clusters Score -536337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -536339.562500 Penalty: 4108.738281
	Iteration 102Q: 3 clusters Score -536339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -536342.750000 Penalty: 4108.738281
	Iteration 103Q: 3 clusters Score -536342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -536346.187500 Penalty: 4108.738281
	Iteration 104Q: 3 clusters Score -536346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -536349.750000 Penalty: 4108.738281
	Iteration 105Q: 3 clusters Score -536349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -536351.937500 Penalty: 4108.738281
	Iteration 106Q: 3 clusters Score -536351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -536354.500000 Penalty: 4108.738281
	Iteration 107Q: 3 clusters Score -536354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -536354.687500 Penalty: 4108.738281
	Iteration 108Q: 3 clusters Score -536354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -536355.625000 Penalty: 4108.738281
	Iteration 109Q: 3 clusters Score -536355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -536356.062500 Penalty: 4108.738281
	Iteration 110Q: 3 clusters Score -536356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -536356.312500 Penalty: 4108.738281
	Iteration 111Q: 3 clusters Score -536356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -536358.062500 Penalty: 4108.738281
	Iteration 112Q: 3 clusters Score -536358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -536357.812500 Penalty: 4108.738281
	Iteration 113Q: 3 clusters Score -536357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -536358.750000 Penalty: 4108.738281
	Iteration 114Q: 3 clusters Score -536358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -536359.625000 Penalty: 4108.738281
	Iteration 115Q: 3 clusters Score -536359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -536360.062500 Penalty: 4108.738281
	Iteration 116Q: 3 clusters Score -536360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -536360.875000 Penalty: 4108.738281
	Iteration 117Q: 3 clusters Score -536360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -536360.875000 Penalty: 4108.738281
	Iteration 118F: 3 clusters Score -536360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49859.890625 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49859.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50034.656250 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -50034.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50084.886719 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -50084.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50113.078125 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50113.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50136.859375 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50136.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50145.480469 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50145.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50151.109375 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -50151.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50173.644531 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -50173.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50178.988281 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -50178.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50184.437500 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -50184.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50189.734375 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -50189.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50192.460938 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -50192.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50192.460938 Penalty: 2982.802734
	Iteration 12F: 3 clusters Score -50192.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Entering Unmasked Estep 
Score: -1198509.000000 Penalty: 2259.244385
	Iteration 0F: 2 clusters Score -1198509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1191472.500000 Penalty: 4518.488770
	Iteration 0F: 3 clusters Score -1191472 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1193646.625000 Penalty: 4518.488770
	Iteration 1F: 3 clusters Score -1193647 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1194036.625000 Penalty: 4518.488770
	Iteration 2F: 3 clusters Score -1194037 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1194367.500000 Penalty: 4518.488770
	Iteration 3F: 3 clusters Score -1194368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1194680.750000 Penalty: 4518.488770
	Iteration 4F: 3 clusters Score -1194681 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1194998.125000 Penalty: 4518.488770
	Iteration 5F: 3 clusters Score -1194998 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1195302.625000 Penalty: 4518.488770
	Iteration 6Q: 3 clusters Score -1195303 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1195556.875000 Penalty: 4518.488770
	Iteration 7Q: 3 clusters Score -1195557 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1195782.125000 Penalty: 4518.488770
	Iteration 8Q: 3 clusters Score -1195782 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1195955.750000 Penalty: 4518.488770
	Iteration 9Q: 3 clusters Score -1195956 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1196099.875000 Penalty: 4518.488770
	Iteration 10Q: 3 clusters Score -1196100 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1196204.500000 Penalty: 4518.488770
	Iteration 11Q: 3 clusters Score -1196204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1196282.625000 Penalty: 4518.488770
	Iteration 12Q: 3 clusters Score -1196283 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1196341.375000 Penalty: 4518.488770
	Iteration 13Q: 3 clusters Score -1196341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1196372.000000 Penalty: 4518.488770
	Iteration 14Q: 3 clusters Score -1196372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1196394.750000 Penalty: 4518.488770
	Iteration 15Q: 3 clusters Score -1196395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1196414.125000 Penalty: 4518.488770
	Iteration 16Q: 3 clusters Score -1196414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1196431.500000 Penalty: 4518.488770
	Iteration 17Q: 3 clusters Score -1196432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1196438.125000 Penalty: 4518.488770
	Iteration 18Q: 3 clusters Score -1196438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1196443.625000 Penalty: 4518.488770
	Iteration 19Q: 3 clusters Score -1196444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1196446.375000 Penalty: 4518.488770
	Iteration 20F: 3 clusters Score -1196446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1196446.375000 Penalty: 4518.488770
	Iteration 21Q: 3 clusters Score -1196446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1196447.250000 Penalty: 4518.488770
	Iteration 22Q: 3 clusters Score -1196447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1196444.125000 Penalty: 4518.488770
	Iteration 23Q: 3 clusters Score -1196444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1196449.125000 Penalty: 4518.488770
	Iteration 24Q: 3 clusters Score -1196449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1196450.875000 Penalty: 4518.488770
	Iteration 25Q: 3 clusters Score -1196451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1196454.875000 Penalty: 4518.488770
	Iteration 26Q: 3 clusters Score -1196455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1196453.625000 Penalty: 4518.488770
	Iteration 27Q: 3 clusters Score -1196454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1196455.000000 Penalty: 4518.488770
	Iteration 28Q: 3 clusters Score -1196455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1196456.125000 Penalty: 4518.488770
	Iteration 29Q: 3 clusters Score -1196456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1196455.250000 Penalty: 4518.488770
	Iteration 30Q: 3 clusters Score -1196455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1196455.875000 Penalty: 4518.488770
	Iteration 31Q: 3 clusters Score -1196456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1196456.125000 Penalty: 4518.488770
	Iteration 32Q: 3 clusters Score -1196456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1196455.750000 Penalty: 4518.488770
	Iteration 33Q: 3 clusters Score -1196456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1196457.500000 Penalty: 4518.488770
	Iteration 34Q: 3 clusters Score -1196458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1196457.500000 Penalty: 4518.488770
	Iteration 35F: 3 clusters Score -1196458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Entering Unmasked Estep 
Score: -890615.000000 Penalty: 2200.689453
	Iteration 0F: 2 clusters Score -890615 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 3591 members 
Entering Unmasked Estep 
Score: -884835.812500 Penalty: 4401.378906
	Iteration 0F: 3 clusters Score -884835.8 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -886363.062500 Penalty: 4401.378906
	Iteration 1F: 3 clusters Score -886363.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -886704.562500 Penalty: 4401.378906
	Iteration 2F: 3 clusters Score -886704.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -887030.687500 Penalty: 4401.378906
	Iteration 3F: 3 clusters Score -887030.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -887324.625000 Penalty: 4401.378906
	Iteration 4F: 3 clusters Score -887324.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -887617.875000 Penalty: 4401.378906
	Iteration 5F: 3 clusters Score -887617.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -887889.875000 Penalty: 4401.378906
	Iteration 6F: 3 clusters Score -887889.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -888166.250000 Penalty: 4401.378906
	Iteration 7F: 3 clusters Score -888166.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -888440.812500 Penalty: 4401.378906
	Iteration 8F: 3 clusters Score -888440.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -888703.437500 Penalty: 4401.378906
	Iteration 9Q: 3 clusters Score -888703.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -888927.625000 Penalty: 4401.378906
	Iteration 10Q: 3 clusters Score -888927.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -889107.375000 Penalty: 4401.378906
	Iteration 11Q: 3 clusters Score -889107.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -889236.625000 Penalty: 4401.378906
	Iteration 12Q: 3 clusters Score -889236.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -889344.562500 Penalty: 4401.378906
	Iteration 13Q: 3 clusters Score -889344.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -889432.687500 Penalty: 4401.378906
	Iteration 14Q: 3 clusters Score -889432.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -889485.062500 Penalty: 4401.378906
	Iteration 15Q: 3 clusters Score -889485.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -889525.875000 Penalty: 4401.378906
	Iteration 16Q: 3 clusters Score -889525.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -889563.562500 Penalty: 4401.378906
	Iteration 17Q: 3 clusters Score -889563.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -889587.812500 Penalty: 4401.378906
	Iteration 18Q: 3 clusters Score -889587.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -889606.500000 Penalty: 4401.378906
	Iteration 19Q: 3 clusters Score -889606.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -889620.437500 Penalty: 4401.378906
	Iteration 20F: 3 clusters Score -889620.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -889630.875000 Penalty: 4401.378906
	Iteration 21Q: 3 clusters Score -889630.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -889633.562500 Penalty: 4401.378906
	Iteration 22Q: 3 clusters Score -889633.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -889638.937500 Penalty: 4401.378906
	Iteration 23Q: 3 clusters Score -889638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -889644.812500 Penalty: 4401.378906
	Iteration 24Q: 3 clusters Score -889644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -889651.062500 Penalty: 4401.378906
	Iteration 25Q: 3 clusters Score -889651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -889657.250000 Penalty: 4401.378906
	Iteration 26Q: 3 clusters Score -889657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -889663.375000 Penalty: 4401.378906
	Iteration 27Q: 3 clusters Score -889663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -889666.125000 Penalty: 4401.378906
	Iteration 28Q: 3 clusters Score -889666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -889668.000000 Penalty: 4401.378906
	Iteration 29Q: 3 clusters Score -889668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -889671.062500 Penalty: 4401.378906
	Iteration 30Q: 3 clusters Score -889671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -889671.312500 Penalty: 4401.378906
	Iteration 31Q: 3 clusters Score -889671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -889671.437500 Penalty: 4401.378906
	Iteration 32Q: 3 clusters Score -889671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -889670.937500 Penalty: 4401.378906
	Iteration 33Q: 3 clusters Score -889670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -889670.937500 Penalty: 4401.378906
	Iteration 34F: 3 clusters Score -889670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Entering Unmasked Estep 
Score: -5443181.000000 Penalty: 2628.720703
	Iteration 0F: 2 clusters Score -5443181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5415904.000000 Penalty: 5257.441406
	Iteration 0F: 3 clusters Score -5415904 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5426258.000000 Penalty: 5257.441406
	Iteration 1F: 3 clusters Score -5426258 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5426889.000000 Penalty: 5257.441406
	Iteration 2Q: 3 clusters Score -5426889 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5427547.500000 Penalty: 5257.441406
	Iteration 3Q: 3 clusters Score -5427548 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5428368.000000 Penalty: 5257.441406
	Iteration 4Q: 3 clusters Score -5428368 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5429464.500000 Penalty: 5257.441406
	Iteration 5Q: 3 clusters Score -5429464 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5430909.000000 Penalty: 5257.441406
	Iteration 6F: 3 clusters Score -5430909 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5432699.500000 Penalty: 5257.441406
	Iteration 7F: 3 clusters Score -5432700 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5434686.000000 Penalty: 5257.441406
	Iteration 8F: 3 clusters Score -5434686 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -5436472.500000 Penalty: 5257.441406
	Iteration 9F: 3 clusters Score -5436472 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -5437823.500000 Penalty: 5257.441406
	Iteration 10Q: 3 clusters Score -5437824 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5438787.000000 Penalty: 5257.441406
	Iteration 11Q: 3 clusters Score -5438787 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5439411.000000 Penalty: 5257.441406
	Iteration 12Q: 3 clusters Score -5439411 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5439842.000000 Penalty: 5257.441406
	Iteration 13Q: 3 clusters Score -5439842 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5440088.500000 Penalty: 5257.441406
	Iteration 14Q: 3 clusters Score -5440088 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5440319.000000 Penalty: 5257.441406
	Iteration 15Q: 3 clusters Score -5440319 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5440498.500000 Penalty: 5257.441406
	Iteration 16Q: 3 clusters Score -5440498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5440628.500000 Penalty: 5257.441406
	Iteration 17Q: 3 clusters Score -5440628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5440722.500000 Penalty: 5257.441406
	Iteration 18Q: 3 clusters Score -5440722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5440772.500000 Penalty: 5257.441406
	Iteration 19Q: 3 clusters Score -5440772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5440835.000000 Penalty: 5257.441406
	Iteration 20F: 3 clusters Score -5440835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5440894.000000 Penalty: 5257.441406
	Iteration 21Q: 3 clusters Score -5440894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5440912.000000 Penalty: 5257.441406
	Iteration 22Q: 3 clusters Score -5440912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5440935.000000 Penalty: 5257.441406
	Iteration 23Q: 3 clusters Score -5440935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5440950.500000 Penalty: 5257.441406
	Iteration 24Q: 3 clusters Score -5440950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5440979.000000 Penalty: 5257.441406
	Iteration 25Q: 3 clusters Score -5440979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5441001.000000 Penalty: 5257.441406
	Iteration 26Q: 3 clusters Score -5441001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5441002.000000 Penalty: 5257.441406
	Iteration 27Q: 3 clusters Score -5441002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5441005.000000 Penalty: 5257.441406
	Iteration 28Q: 3 clusters Score -5441005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5441004.500000 Penalty: 5257.441406
	Iteration 29Q: 3 clusters Score -5441004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5441001.500000 Penalty: 5257.441406
	Iteration 30Q: 3 clusters Score -5441002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5441008.500000 Penalty: 5257.441406
	Iteration 31Q: 3 clusters Score -5441008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5441009.500000 Penalty: 5257.441406
	Iteration 32Q: 3 clusters Score -5441010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5441006.500000 Penalty: 5257.441406
	Iteration 33Q: 3 clusters Score -5441006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5441013.500000 Penalty: 5257.441406
	Iteration 34Q: 3 clusters Score -5441014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5441016.500000 Penalty: 5257.441406
	Iteration 35Q: 3 clusters Score -5441016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5441016.500000 Penalty: 5257.441406
	Iteration 36Q: 3 clusters Score -5441016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5441015.500000 Penalty: 5257.441406
	Iteration 37Q: 3 clusters Score -5441016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5441015.500000 Penalty: 5257.441406
	Iteration 38Q: 3 clusters Score -5441016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5441025.500000 Penalty: 5257.441406
	Iteration 39Q: 3 clusters Score -5441026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5441037.500000 Penalty: 5257.441406
	Iteration 40F: 3 clusters Score -5441038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5441032.500000 Penalty: 5257.441406
	Iteration 41Q: 3 clusters Score -5441032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5441035.000000 Penalty: 5257.441406
	Iteration 42Q: 3 clusters Score -5441035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5441046.000000 Penalty: 5257.441406
	Iteration 43Q: 3 clusters Score -5441046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5441043.000000 Penalty: 5257.441406
	Iteration 44Q: 3 clusters Score -5441043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5441043.000000 Penalty: 5257.441406
	Iteration 45F: 3 clusters Score -5441043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Entering Unmasked Estep 
Score: -22680204.000000 Penalty: 2987.209473
	Iteration 0F: 2 clusters Score -2.26802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -22573468.000000 Penalty: 5974.418945
	Iteration 0F: 3 clusters Score -2.257347e+07 nChanged 81493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -22620616.000000 Penalty: 5974.418945
	Iteration 1F: 3 clusters Score -2.262062e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -22622108.000000 Penalty: 5974.418945
	Iteration 2Q: 3 clusters Score -2.262211e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -22624138.000000 Penalty: 5974.418945
	Iteration 3Q: 3 clusters Score -2.262414e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -22627816.000000 Penalty: 5974.418945
	Iteration 4F: 3 clusters Score -2.262782e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -22634818.000000 Penalty: 5974.418945
	Iteration 5F: 3 clusters Score -2.263482e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -22645600.000000 Penalty: 5974.418945
	Iteration 6F: 3 clusters Score -2.26456e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -22659224.000000 Penalty: 5974.418945
	Iteration 7F: 3 clusters Score -2.265922e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161743 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -22670316.000000 Penalty: 5974.418945
	Iteration 8F: 3 clusters Score -2.267032e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22675250.000000 Penalty: 5974.418945
	Iteration 9Q: 3 clusters Score -2.267525e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22676844.000000 Penalty: 5974.418945
	Iteration 10Q: 3 clusters Score -2.267684e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22677282.000000 Penalty: 5974.418945
	Iteration 11Q: 3 clusters Score -2.267728e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22677448.000000 Penalty: 5974.418945
	Iteration 12Q: 3 clusters Score -2.267745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22677500.000000 Penalty: 5974.418945
	Iteration 13Q: 3 clusters Score -2.26775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677558.000000 Penalty: 5974.418945
	Iteration 14Q: 3 clusters Score -2.267756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677584.000000 Penalty: 5974.418945
	Iteration 15Q: 3 clusters Score -2.267758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169990 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22677586.000000 Penalty: 5974.418945
	Iteration 16Q: 3 clusters Score -2.267759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677596.000000 Penalty: 5974.418945
	Iteration 17Q: 3 clusters Score -2.26776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677594.000000 Penalty: 5974.418945
	Iteration 18Q: 3 clusters Score -2.267759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169992 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22677600.000000 Penalty: 5974.418945
	Iteration 19Q: 3 clusters Score -2.26776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22677608.000000 Penalty: 5974.418945
	Iteration 20F: 3 clusters Score -2.267761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677604.000000 Penalty: 5974.418945
	Iteration 21Q: 3 clusters Score -2.26776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677600.000000 Penalty: 5974.418945
	Iteration 22Q: 3 clusters Score -2.26776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22677600.000000 Penalty: 5974.418945
	Iteration 23F: 3 clusters Score -2.26776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Entering Unmasked Estep 
Score: -17212034.000000 Penalty: 2923.350586
	Iteration 0F: 2 clusters Score -1.721203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -17124374.000000 Penalty: 5846.701172
	Iteration 0F: 3 clusters Score -1.712437e+07 nChanged 62852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -17160358.000000 Penalty: 5846.701172
	Iteration 1F: 3 clusters Score -1.716036e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -17161318.000000 Penalty: 5846.701172
	Iteration 2Q: 3 clusters Score -1.716132e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -17163004.000000 Penalty: 5846.701172
	Iteration 3Q: 3 clusters Score -1.7163e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -17166038.000000 Penalty: 5846.701172
	Iteration 4Q: 3 clusters Score -1.716604e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -17171868.000000 Penalty: 5846.701172
	Iteration 5F: 3 clusters Score -1.717187e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -17181686.000000 Penalty: 5846.701172
	Iteration 6F: 3 clusters Score -1.718169e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -17193474.000000 Penalty: 5846.701172
	Iteration 7F: 3 clusters Score -1.719347e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -17202374.000000 Penalty: 5846.701172
	Iteration 8F: 3 clusters Score -1.720237e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -17206606.000000 Penalty: 5846.701172
	Iteration 9Q: 3 clusters Score -1.720661e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130298 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17208380.000000 Penalty: 5846.701172
	Iteration 10Q: 3 clusters Score -1.720838e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -17209006.000000 Penalty: 5846.701172
	Iteration 11Q: 3 clusters Score -1.720901e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17209236.000000 Penalty: 5846.701172
	Iteration 12Q: 3 clusters Score -1.720924e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17209382.000000 Penalty: 5846.701172
	Iteration 13Q: 3 clusters Score -1.720938e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -17209432.000000 Penalty: 5846.701172
	Iteration 14Q: 3 clusters Score -1.720943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17209454.000000 Penalty: 5846.701172
	Iteration 15Q: 3 clusters Score -1.720945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17209446.000000 Penalty: 5846.701172
	Iteration 16Q: 3 clusters Score -1.720945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17209472.000000 Penalty: 5846.701172
	Iteration 17Q: 3 clusters Score -1.720947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17209474.000000 Penalty: 5846.701172
	Iteration 18Q: 3 clusters Score -1.720947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17209476.000000 Penalty: 5846.701172
	Iteration 19Q: 3 clusters Score -1.720948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17209482.000000 Penalty: 5846.701172
	Iteration 20F: 3 clusters Score -1.720948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17209478.000000 Penalty: 5846.701172
	Iteration 21Q: 3 clusters Score -1.720948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17209500.000000 Penalty: 5846.701172
	Iteration 22Q: 3 clusters Score -1.72095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17209488.000000 Penalty: 5846.701172
	Iteration 23Q: 3 clusters Score -1.720949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17209500.000000 Penalty: 5846.701172
	Iteration 24Q: 3 clusters Score -1.72095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17209498.000000 Penalty: 5846.701172
	Iteration 25Q: 3 clusters Score -1.72095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17209498.000000 Penalty: 5846.701172
	Iteration 26Q: 3 clusters Score -1.72095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17209510.000000 Penalty: 5846.701172
	Iteration 27Q: 3 clusters Score -1.720951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17209512.000000 Penalty: 5846.701172
	Iteration 28Q: 3 clusters Score -1.720951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17209514.000000 Penalty: 5846.701172
	Iteration 29Q: 3 clusters Score -1.720951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17209526.000000 Penalty: 5846.701172
	Iteration 30Q: 3 clusters Score -1.720953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17209528.000000 Penalty: 5846.701172
	Iteration 31Q: 3 clusters Score -1.720953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17209524.000000 Penalty: 5846.701172
	Iteration 32Q: 3 clusters Score -1.720952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17209522.000000 Penalty: 5846.701172
	Iteration 33Q: 3 clusters Score -1.720952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17209530.000000 Penalty: 5846.701172
	Iteration 34Q: 3 clusters Score -1.720953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17209530.000000 Penalty: 5846.701172
	Iteration 35F: 3 clusters Score -1.720953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Entering Unmasked Estep 
Score: -3903866.250000 Penalty: 2546.030762
	Iteration 0F: 2 clusters Score -3903866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3884019.500000 Penalty: 5092.061523
	Iteration 0F: 3 clusters Score -3884020 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3891071.500000 Penalty: 5092.061523
	Iteration 1F: 3 clusters Score -3891072 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3891597.000000 Penalty: 5092.061523
	Iteration 2Q: 3 clusters Score -3891597 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3892139.750000 Penalty: 5092.061523
	Iteration 3Q: 3 clusters Score -3892140 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3892782.500000 Penalty: 5092.061523
	Iteration 4Q: 3 clusters Score -3892782 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3893516.250000 Penalty: 5092.061523
	Iteration 5F: 3 clusters Score -3893516 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3894486.000000 Penalty: 5092.061523
	Iteration 6F: 3 clusters Score -3894486 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3895650.250000 Penalty: 5092.061523
	Iteration 7F: 3 clusters Score -3895650 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3896986.000000 Penalty: 5092.061523
	Iteration 8F: 3 clusters Score -3896986 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3898368.750000 Penalty: 5092.061523
	Iteration 9F: 3 clusters Score -3898369 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3899509.500000 Penalty: 5092.061523
	Iteration 10Q: 3 clusters Score -3899510 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3900311.750000 Penalty: 5092.061523
	Iteration 11Q: 3 clusters Score -3900312 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3900824.750000 Penalty: 5092.061523
	Iteration 12Q: 3 clusters Score -3900825 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3901123.250000 Penalty: 5092.061523
	Iteration 13Q: 3 clusters Score -3901123 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3901286.750000 Penalty: 5092.061523
	Iteration 14Q: 3 clusters Score -3901287 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3901425.250000 Penalty: 5092.061523
	Iteration 15Q: 3 clusters Score -3901425 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3901525.250000 Penalty: 5092.061523
	Iteration 16Q: 3 clusters Score -3901525 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3901595.500000 Penalty: 5092.061523
	Iteration 17Q: 3 clusters Score -3901596 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3901623.000000 Penalty: 5092.061523
	Iteration 18Q: 3 clusters Score -3901623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3901665.250000 Penalty: 5092.061523
	Iteration 19Q: 3 clusters Score -3901665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3901684.750000 Penalty: 5092.061523
	Iteration 20F: 3 clusters Score -3901685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3901697.250000 Penalty: 5092.061523
	Iteration 21Q: 3 clusters Score -3901697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3901720.750000 Penalty: 5092.061523
	Iteration 22Q: 3 clusters Score -3901721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3901751.750000 Penalty: 5092.061523
	Iteration 23Q: 3 clusters Score -3901752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3901769.750000 Penalty: 5092.061523
	Iteration 24Q: 3 clusters Score -3901770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3901777.000000 Penalty: 5092.061523
	Iteration 25Q: 3 clusters Score -3901777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3901783.500000 Penalty: 5092.061523
	Iteration 26Q: 3 clusters Score -3901784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3901794.750000 Penalty: 5092.061523
	Iteration 27Q: 3 clusters Score -3901795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3901806.250000 Penalty: 5092.061523
	Iteration 28Q: 3 clusters Score -3901806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3901817.500000 Penalty: 5092.061523
	Iteration 29Q: 3 clusters Score -3901818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3901828.250000 Penalty: 5092.061523
	Iteration 30Q: 3 clusters Score -3901828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3901828.750000 Penalty: 5092.061523
	Iteration 31Q: 3 clusters Score -3901829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3901836.750000 Penalty: 5092.061523
	Iteration 32Q: 3 clusters Score -3901837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3901842.750000 Penalty: 5092.061523
	Iteration 33Q: 3 clusters Score -3901843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3901838.500000 Penalty: 5092.061523
	Iteration 34Q: 3 clusters Score -3901838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3901847.000000 Penalty: 5092.061523
	Iteration 35Q: 3 clusters Score -3901847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3901845.750000 Penalty: 5092.061523
	Iteration 36Q: 3 clusters Score -3901846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3901847.000000 Penalty: 5092.061523
	Iteration 37Q: 3 clusters Score -3901847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3901844.750000 Penalty: 5092.061523
	Iteration 38Q: 3 clusters Score -3901845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3901843.500000 Penalty: 5092.061523
	Iteration 39Q: 3 clusters Score -3901844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3901843.500000 Penalty: 5092.061523
	Iteration 40F: 3 clusters Score -3901844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (215818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215818 members 
Entering Unmasked Estep 
Score: -28869616.000000 Penalty: 3045.983154
	Iteration 0F: 2 clusters Score -2.886962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -28732804.000000 Penalty: 6091.966309
	Iteration 0F: 3 clusters Score -2.87328e+07 nChanged 103929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -28794046.000000 Penalty: 6091.966309
	Iteration 1F: 3 clusters Score -2.879405e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -28795070.000000 Penalty: 6091.966309
	Iteration 2Q: 3 clusters Score -2.879507e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -28796582.000000 Penalty: 6091.966309
	Iteration 3Q: 3 clusters Score -2.879658e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -28799916.000000 Penalty: 6091.966309
	Iteration 4Q: 3 clusters Score -2.879992e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142090 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -28806088.000000 Penalty: 6091.966309
	Iteration 5F: 3 clusters Score -2.880609e+07 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -28817940.000000 Penalty: 6091.966309
	Iteration 6F: 3 clusters Score -2.881794e+07 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179506 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -28835450.000000 Penalty: 6091.966309
	Iteration 7F: 3 clusters Score -2.883545e+07 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -28852288.000000 Penalty: 6091.966309
	Iteration 8F: 3 clusters Score -2.885229e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209871 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -28861734.000000 Penalty: 6091.966309
	Iteration 9F: 3 clusters Score -2.886173e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -28865354.000000 Penalty: 6091.966309
	Iteration 10Q: 3 clusters Score -2.886535e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -28866348.000000 Penalty: 6091.966309
	Iteration 11Q: 3 clusters Score -2.886635e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28866638.000000 Penalty: 6091.966309
	Iteration 12Q: 3 clusters Score -2.886664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215561 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28866714.000000 Penalty: 6091.966309
	Iteration 13Q: 3 clusters Score -2.886671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28866774.000000 Penalty: 6091.966309
	Iteration 14Q: 3 clusters Score -2.886677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215595 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28866812.000000 Penalty: 6091.966309
	Iteration 15Q: 3 clusters Score -2.886681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215599 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28866830.000000 Penalty: 6091.966309
	Iteration 16Q: 3 clusters Score -2.886683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215603 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28866854.000000 Penalty: 6091.966309
	Iteration 17Q: 3 clusters Score -2.886685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215604 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28866846.000000 Penalty: 6091.966309
	Iteration 18Q: 3 clusters Score -2.886685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215604 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28866858.000000 Penalty: 6091.966309
	Iteration 19Q: 3 clusters Score -2.886686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215608 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28866872.000000 Penalty: 6091.966309
	Iteration 20F: 3 clusters Score -2.886687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215608 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28866876.000000 Penalty: 6091.966309
	Iteration 21Q: 3 clusters Score -2.886688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215609 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28866884.000000 Penalty: 6091.966309
	Iteration 22Q: 3 clusters Score -2.886688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215609 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28866888.000000 Penalty: 6091.966309
	Iteration 23Q: 3 clusters Score -2.886689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215610 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28866878.000000 Penalty: 6091.966309
	Iteration 24Q: 3 clusters Score -2.886688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28866886.000000 Penalty: 6091.966309
	Iteration 25Q: 3 clusters Score -2.886689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28866884.000000 Penalty: 6091.966309
	Iteration 26Q: 3 clusters Score -2.886688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28866900.000000 Penalty: 6091.966309
	Iteration 27Q: 3 clusters Score -2.88669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28866916.000000 Penalty: 6091.966309
	Iteration 28Q: 3 clusters Score -2.886692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28866914.000000 Penalty: 6091.966309
	Iteration 29Q: 3 clusters Score -2.886691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28866916.000000 Penalty: 6091.966309
	Iteration 30Q: 3 clusters Score -2.886692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28866910.000000 Penalty: 6091.966309
	Iteration 31Q: 3 clusters Score -2.886691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28866902.000000 Penalty: 6091.966309
	Iteration 32Q: 3 clusters Score -2.88669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28866906.000000 Penalty: 6091.966309
	Iteration 33Q: 3 clusters Score -2.886691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28866906.000000 Penalty: 6091.966309
	Iteration 34F: 3 clusters Score -2.886691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Entering Unmasked Estep 
Score: -4951996.500000 Penalty: 2609.767822
	Iteration 0F: 2 clusters Score -4951996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4926769.000000 Penalty: 5219.535645
	Iteration 0F: 3 clusters Score -4926769 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4936306.000000 Penalty: 5219.535645
	Iteration 1F: 3 clusters Score -4936306 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4937086.000000 Penalty: 5219.535645
	Iteration 2F: 3 clusters Score -4937086 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4937981.000000 Penalty: 5219.535645
	Iteration 3F: 3 clusters Score -4937981 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4939181.500000 Penalty: 5219.535645
	Iteration 4F: 3 clusters Score -4939182 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4940656.000000 Penalty: 5219.535645
	Iteration 5F: 3 clusters Score -4940656 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4942374.500000 Penalty: 5219.535645
	Iteration 6F: 3 clusters Score -4942374 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4943992.000000 Penalty: 5219.535645
	Iteration 7F: 3 clusters Score -4943992 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4945348.500000 Penalty: 5219.535645
	Iteration 8F: 3 clusters Score -4945348 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4946489.500000 Penalty: 5219.535645
	Iteration 9Q: 3 clusters Score -4946490 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4947567.500000 Penalty: 5219.535645
	Iteration 10Q: 3 clusters Score -4947568 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4948568.000000 Penalty: 5219.535645
	Iteration 11Q: 3 clusters Score -4948568 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4949325.000000 Penalty: 5219.535645
	Iteration 12Q: 3 clusters Score -4949325 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4949922.000000 Penalty: 5219.535645
	Iteration 13Q: 3 clusters Score -4949922 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4950238.000000 Penalty: 5219.535645
	Iteration 14Q: 3 clusters Score -4950238 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4950422.500000 Penalty: 5219.535645
	Iteration 15Q: 3 clusters Score -4950422 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4950511.000000 Penalty: 5219.535645
	Iteration 16Q: 3 clusters Score -4950511 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4950587.000000 Penalty: 5219.535645
	Iteration 17Q: 3 clusters Score -4950587 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4950663.500000 Penalty: 5219.535645
	Iteration 18Q: 3 clusters Score -4950664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4950723.000000 Penalty: 5219.535645
	Iteration 19Q: 3 clusters Score -4950723 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4950755.500000 Penalty: 5219.535645
	Iteration 20F: 3 clusters Score -4950756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4950795.000000 Penalty: 5219.535645
	Iteration 21Q: 3 clusters Score -4950795 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4950826.500000 Penalty: 5219.535645
	Iteration 22Q: 3 clusters Score -4950826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4950842.500000 Penalty: 5219.535645
	Iteration 23Q: 3 clusters Score -4950842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4950875.000000 Penalty: 5219.535645
	Iteration 24Q: 3 clusters Score -4950875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4950876.500000 Penalty: 5219.535645
	Iteration 25Q: 3 clusters Score -4950876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4950907.500000 Penalty: 5219.535645
	Iteration 26Q: 3 clusters Score -4950908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4950951.000000 Penalty: 5219.535645
	Iteration 27Q: 3 clusters Score -4950951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4950949.000000 Penalty: 5219.535645
	Iteration 28Q: 3 clusters Score -4950949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4950951.500000 Penalty: 5219.535645
	Iteration 29Q: 3 clusters Score -4950952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4950977.000000 Penalty: 5219.535645
	Iteration 30Q: 3 clusters Score -4950977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4950992.500000 Penalty: 5219.535645
	Iteration 31Q: 3 clusters Score -4950992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4951011.000000 Penalty: 5219.535645
	Iteration 32Q: 3 clusters Score -4951011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4951031.500000 Penalty: 5219.535645
	Iteration 33Q: 3 clusters Score -4951032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4951056.500000 Penalty: 5219.535645
	Iteration 34Q: 3 clusters Score -4951056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4951060.500000 Penalty: 5219.535645
	Iteration 35Q: 3 clusters Score -4951060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4951073.500000 Penalty: 5219.535645
	Iteration 36Q: 3 clusters Score -4951074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4951072.500000 Penalty: 5219.535645
	Iteration 37Q: 3 clusters Score -4951072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4951083.000000 Penalty: 5219.535645
	Iteration 38Q: 3 clusters Score -4951083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4951088.000000 Penalty: 5219.535645
	Iteration 39Q: 3 clusters Score -4951088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4951097.000000 Penalty: 5219.535645
	Iteration 40F: 3 clusters Score -4951097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4951104.000000 Penalty: 5219.535645
	Iteration 41Q: 3 clusters Score -4951104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4951111.000000 Penalty: 5219.535645
	Iteration 42Q: 3 clusters Score -4951111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4951124.000000 Penalty: 5219.535645
	Iteration 43Q: 3 clusters Score -4951124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4951124.000000 Penalty: 5219.535645
	Iteration 44Q: 3 clusters Score -4951124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4951135.500000 Penalty: 5219.535645
	Iteration 45Q: 3 clusters Score -4951136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4951138.000000 Penalty: 5219.535645
	Iteration 46Q: 3 clusters Score -4951138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4951156.500000 Penalty: 5219.535645
	Iteration 47Q: 3 clusters Score -4951156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4951155.000000 Penalty: 5219.535645
	Iteration 48Q: 3 clusters Score -4951155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4951162.500000 Penalty: 5219.535645
	Iteration 49Q: 3 clusters Score -4951162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4951163.000000 Penalty: 5219.535645
	Iteration 50Q: 3 clusters Score -4951163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4951164.000000 Penalty: 5219.535645
	Iteration 51Q: 3 clusters Score -4951164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4951172.500000 Penalty: 5219.535645
	Iteration 52Q: 3 clusters Score -4951172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4951160.500000 Penalty: 5219.535645
	Iteration 53Q: 3 clusters Score -4951160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4951168.500000 Penalty: 5219.535645
	Iteration 54Q: 3 clusters Score -4951168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4951158.000000 Penalty: 5219.535645
	Iteration 55Q: 3 clusters Score -4951158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4951173.500000 Penalty: 5219.535645
	Iteration 56Q: 3 clusters Score -4951174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4951183.000000 Penalty: 5219.535645
	Iteration 57Q: 3 clusters Score -4951183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4951185.000000 Penalty: 5219.535645
	Iteration 58Q: 3 clusters Score -4951185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4951187.000000 Penalty: 5219.535645
	Iteration 59Q: 3 clusters Score -4951187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4951195.500000 Penalty: 5219.535645
	Iteration 60F: 3 clusters Score -4951196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4951196.000000 Penalty: 5219.535645
	Iteration 61Q: 3 clusters Score -4951196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4951194.500000 Penalty: 5219.535645
	Iteration 62Q: 3 clusters Score -4951194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4951191.000000 Penalty: 5219.535645
	Iteration 63Q: 3 clusters Score -4951191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4951198.000000 Penalty: 5219.535645
	Iteration 64Q: 3 clusters Score -4951198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4951207.000000 Penalty: 5219.535645
	Iteration 65Q: 3 clusters Score -4951207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4951202.500000 Penalty: 5219.535645
	Iteration 66Q: 3 clusters Score -4951202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4951204.000000 Penalty: 5219.535645
	Iteration 67Q: 3 clusters Score -4951204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4951201.500000 Penalty: 5219.535645
	Iteration 68Q: 3 clusters Score -4951202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4951202.000000 Penalty: 5219.535645
	Iteration 69Q: 3 clusters Score -4951202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4951202.500000 Penalty: 5219.535645
	Iteration 70Q: 3 clusters Score -4951202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4951201.500000 Penalty: 5219.535645
	Iteration 71Q: 3 clusters Score -4951202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4951202.500000 Penalty: 5219.535645
	Iteration 72Q: 3 clusters Score -4951202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4951201.000000 Penalty: 5219.535645
	Iteration 73Q: 3 clusters Score -4951201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4951200.500000 Penalty: 5219.535645
	Iteration 74Q: 3 clusters Score -4951200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4951200.500000 Penalty: 5219.535645
	Iteration 75Q: 3 clusters Score -4951200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4951202.000000 Penalty: 5219.535645
	Iteration 76Q: 3 clusters Score -4951202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4951204.500000 Penalty: 5219.535645
	Iteration 77Q: 3 clusters Score -4951204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4951202.000000 Penalty: 5219.535645
	Iteration 78Q: 3 clusters Score -4951202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4951209.000000 Penalty: 5219.535645
	Iteration 79Q: 3 clusters Score -4951209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4951214.000000 Penalty: 5219.535645
	Iteration 80F: 3 clusters Score -4951214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4951209.500000 Penalty: 5219.535645
	Iteration 81Q: 3 clusters Score -4951210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4951210.000000 Penalty: 5219.535645
	Iteration 82Q: 3 clusters Score -4951210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4951210.000000 Penalty: 5219.535645
	Iteration 83F: 3 clusters Score -4951210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -864076.062500 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -864076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -858204.187500 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -858204.2 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -859973.875000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -859973.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -860438.062500 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -860438.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -860776.437500 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -860776.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -861031.062500 Penalty: 4408.207520
	Iteration 4F: 3 clusters Score -861031.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -861237.375000 Penalty: 4408.207520
	Iteration 5Q: 3 clusters Score -861237.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -861403.937500 Penalty: 4408.207520
	Iteration 6Q: 3 clusters Score -861403.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -861547.750000 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -861547.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -861694.187500 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -861694.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -861822.562500 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -861822.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -861930.312500 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -861930.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -862040.562500 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -862040.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -862175.750000 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -862175.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -862308.500000 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -862308.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -862462.187500 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -862462.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -862611.437500 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -862611.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -862736.500000 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -862736.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -862836.625000 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -862836.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -862918.187500 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -862918.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -862977.437500 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -862977.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -863025.562500 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -863025.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -863060.187500 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -863060.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -863085.500000 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -863085.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -863102.750000 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -863102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -863119.500000 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -863119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -863124.375000 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -863124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -863127.875000 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -863127.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -863129.625000 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -863129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -863132.812500 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -863132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -863137.437500 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -863137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -863138.750000 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -863138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -863142.437500 Penalty: 4408.207520
	Iteration 31Q: 3 clusters Score -863142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -863145.937500 Penalty: 4408.207520
	Iteration 32Q: 3 clusters Score -863145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -863147.375000 Penalty: 4408.207520
	Iteration 33Q: 3 clusters Score -863147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -863149.625000 Penalty: 4408.207520
	Iteration 34Q: 3 clusters Score -863149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -863151.625000 Penalty: 4408.207520
	Iteration 35Q: 3 clusters Score -863151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -863150.062500 Penalty: 4408.207520
	Iteration 36Q: 3 clusters Score -863150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -863150.000000 Penalty: 4408.207520
	Iteration 37Q: 3 clusters Score -863150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -863150.562500 Penalty: 4408.207520
	Iteration 38Q: 3 clusters Score -863150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -863150.562500 Penalty: 4408.207520
	Iteration 39F: 3 clusters Score -863150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -698088.250000 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -698088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -693299.812500 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -693299.8 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -694460.812500 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -694460.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -694666.750000 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -694666.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -694825.312500 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -694825.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -694950.000000 Penalty: 4261.597168
	Iteration 4Q: 3 clusters Score -694950 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -695054.437500 Penalty: 4261.597168
	Iteration 5Q: 3 clusters Score -695054.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -695148.062500 Penalty: 4261.597168
	Iteration 6Q: 3 clusters Score -695148.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -695243.125000 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -695243.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -695341.312500 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -695341.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -695436.000000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -695436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -695542.750000 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -695542.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -695670.562500 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -695670.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -695792.062500 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -695792.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -695883.187500 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -695883.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -695953.062500 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -695953.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -696008.625000 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -696008.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -696046.000000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -696046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -696082.250000 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -696082.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -696117.437500 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -696117.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -696148.062500 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -696148.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -696212.625000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -696212.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -696252.312500 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -696252.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -696267.437500 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -696267.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -696278.375000 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -696278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -696290.750000 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -696290.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -696306.437500 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -696306.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -696316.312500 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -696316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -696320.312500 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -696320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -696325.250000 Penalty: 4261.597168
	Iteration 28Q: 3 clusters Score -696325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -696328.625000 Penalty: 4261.597168
	Iteration 29Q: 3 clusters Score -696328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -696331.562500 Penalty: 4261.597168
	Iteration 30Q: 3 clusters Score -696331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -696338.187500 Penalty: 4261.597168
	Iteration 31Q: 3 clusters Score -696338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -696345.812500 Penalty: 4261.597168
	Iteration 32Q: 3 clusters Score -696345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -696354.187500 Penalty: 4261.597168
	Iteration 33Q: 3 clusters Score -696354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -696364.625000 Penalty: 4261.597168
	Iteration 34Q: 3 clusters Score -696364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -696375.937500 Penalty: 4261.597168
	Iteration 35Q: 3 clusters Score -696375.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -696391.500000 Penalty: 4261.597168
	Iteration 36Q: 3 clusters Score -696391.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -696408.125000 Penalty: 4261.597168
	Iteration 37Q: 3 clusters Score -696408.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -696419.437500 Penalty: 4261.597168
	Iteration 38Q: 3 clusters Score -696419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -696431.750000 Penalty: 4261.597168
	Iteration 39Q: 3 clusters Score -696431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -696439.875000 Penalty: 4261.597168
	Iteration 40F: 3 clusters Score -696439.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -696444.250000 Penalty: 4261.597168
	Iteration 41Q: 3 clusters Score -696444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -696452.875000 Penalty: 4261.597168
	Iteration 42Q: 3 clusters Score -696452.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -696460.125000 Penalty: 4261.597168
	Iteration 43Q: 3 clusters Score -696460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -696466.875000 Penalty: 4261.597168
	Iteration 44Q: 3 clusters Score -696466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -696469.437500 Penalty: 4261.597168
	Iteration 45Q: 3 clusters Score -696469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -696472.437500 Penalty: 4261.597168
	Iteration 46Q: 3 clusters Score -696472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -696474.437500 Penalty: 4261.597168
	Iteration 47Q: 3 clusters Score -696474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -696475.812500 Penalty: 4261.597168
	Iteration 48Q: 3 clusters Score -696475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -696478.000000 Penalty: 4261.597168
	Iteration 49Q: 3 clusters Score -696478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -696480.812500 Penalty: 4261.597168
	Iteration 50Q: 3 clusters Score -696480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -696481.312500 Penalty: 4261.597168
	Iteration 51Q: 3 clusters Score -696481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -696481.312500 Penalty: 4261.597168
	Iteration 52F: 3 clusters Score -696481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Entering Unmasked Estep 
Score: -15129796.000000 Penalty: 2889.376465
	Iteration 0F: 2 clusters Score -1.51298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -15053535.000000 Penalty: 5778.752930
	Iteration 0F: 3 clusters Score -1.505354e+07 nChanged 54716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -15085078.000000 Penalty: 5778.752930
	Iteration 1F: 3 clusters Score -1.508508e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -15086052.000000 Penalty: 5778.752930
	Iteration 2Q: 3 clusters Score -1.508605e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -15087331.000000 Penalty: 5778.752930
	Iteration 3Q: 3 clusters Score -1.508733e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -15089292.000000 Penalty: 5778.752930
	Iteration 4Q: 3 clusters Score -1.508929e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -15092376.000000 Penalty: 5778.752930
	Iteration 5F: 3 clusters Score -1.509238e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -15096747.000000 Penalty: 5778.752930
	Iteration 6F: 3 clusters Score -1.509675e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -15102222.000000 Penalty: 5778.752930
	Iteration 7F: 3 clusters Score -1.510222e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -15108317.000000 Penalty: 5778.752930
	Iteration 8F: 3 clusters Score -1.510832e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -15114637.000000 Penalty: 5778.752930
	Iteration 9F: 3 clusters Score -1.511464e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -15120285.000000 Penalty: 5778.752930
	Iteration 10F: 3 clusters Score -1.512028e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -15124079.000000 Penalty: 5778.752930
	Iteration 11Q: 3 clusters Score -1.512408e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -15125834.000000 Penalty: 5778.752930
	Iteration 12Q: 3 clusters Score -1.512583e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -15126617.000000 Penalty: 5778.752930
	Iteration 13Q: 3 clusters Score -1.512662e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -15127020.000000 Penalty: 5778.752930
	Iteration 14Q: 3 clusters Score -1.512702e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -15127205.000000 Penalty: 5778.752930
	Iteration 15Q: 3 clusters Score -1.51272e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -15127350.000000 Penalty: 5778.752930
	Iteration 16Q: 3 clusters Score -1.512735e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -15127415.000000 Penalty: 5778.752930
	Iteration 17Q: 3 clusters Score -1.512742e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -15127511.000000 Penalty: 5778.752930
	Iteration 18Q: 3 clusters Score -1.512751e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -15127500.000000 Penalty: 5778.752930
	Iteration 19Q: 3 clusters Score -1.51275e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -15127499.000000 Penalty: 5778.752930
	Iteration 20F: 3 clusters Score -1.51275e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -15127510.000000 Penalty: 5778.752930
	Iteration 21Q: 3 clusters Score -1.512751e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -15127496.000000 Penalty: 5778.752930
	Iteration 22Q: 3 clusters Score -1.51275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -15127482.000000 Penalty: 5778.752930
	Iteration 23Q: 3 clusters Score -1.512748e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -15127470.000000 Penalty: 5778.752930
	Iteration 24Q: 3 clusters Score -1.512747e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -15127469.000000 Penalty: 5778.752930
	Iteration 25Q: 3 clusters Score -1.512747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -15127450.000000 Penalty: 5778.752930
	Iteration 26Q: 3 clusters Score -1.512745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -15127464.000000 Penalty: 5778.752930
	Iteration 27Q: 3 clusters Score -1.512746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -15127464.000000 Penalty: 5778.752930
	Iteration 28Q: 3 clusters Score -1.512746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -15127449.000000 Penalty: 5778.752930
	Iteration 29Q: 3 clusters Score -1.512745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -15127460.000000 Penalty: 5778.752930
	Iteration 30Q: 3 clusters Score -1.512746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -15127462.000000 Penalty: 5778.752930
	Iteration 31Q: 3 clusters Score -1.512746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -15127463.000000 Penalty: 5778.752930
	Iteration 32Q: 3 clusters Score -1.512746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -15127464.000000 Penalty: 5778.752930
	Iteration 33Q: 3 clusters Score -1.512746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -15127481.000000 Penalty: 5778.752930
	Iteration 34Q: 3 clusters Score -1.512748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -15127470.000000 Penalty: 5778.752930
	Iteration 35Q: 3 clusters Score -1.512747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -15127475.000000 Penalty: 5778.752930
	Iteration 36Q: 3 clusters Score -1.512748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -15127467.000000 Penalty: 5778.752930
	Iteration 37Q: 3 clusters Score -1.512747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -15127471.000000 Penalty: 5778.752930
	Iteration 38Q: 3 clusters Score -1.512747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -15127467.000000 Penalty: 5778.752930
	Iteration 39Q: 3 clusters Score -1.512747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -15127474.000000 Penalty: 5778.752930
	Iteration 40F: 3 clusters Score -1.512747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Entering Unmasked Estep 
Score: -2290815.250000 Penalty: 2441.378418
	Iteration 0F: 2 clusters Score -2290815 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 9447 members 
Entering Unmasked Estep 
Score: -2277433.000000 Penalty: 4882.756836
	Iteration 0F: 3 clusters Score -2277433 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2282138.750000 Penalty: 4882.756836
	Iteration 1F: 3 clusters Score -2282139 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2282867.750000 Penalty: 4882.756836
	Iteration 2F: 3 clusters Score -2282868 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2283534.000000 Penalty: 4882.756836
	Iteration 3F: 3 clusters Score -2283534 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2284177.500000 Penalty: 4882.756836
	Iteration 4F: 3 clusters Score -2284178 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2284765.500000 Penalty: 4882.756836
	Iteration 5F: 3 clusters Score -2284766 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2285230.500000 Penalty: 4882.756836
	Iteration 6F: 3 clusters Score -2285230 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2285614.750000 Penalty: 4882.756836
	Iteration 7Q: 3 clusters Score -2285615 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2285967.750000 Penalty: 4882.756836
	Iteration 8Q: 3 clusters Score -2285968 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2286304.500000 Penalty: 4882.756836
	Iteration 9Q: 3 clusters Score -2286304 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2286593.250000 Penalty: 4882.756836
	Iteration 10Q: 3 clusters Score -2286593 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2286824.500000 Penalty: 4882.756836
	Iteration 11Q: 3 clusters Score -2286824 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2287017.500000 Penalty: 4882.756836
	Iteration 12Q: 3 clusters Score -2287018 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2287176.750000 Penalty: 4882.756836
	Iteration 13Q: 3 clusters Score -2287177 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2287290.000000 Penalty: 4882.756836
	Iteration 14Q: 3 clusters Score -2287290 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2287398.250000 Penalty: 4882.756836
	Iteration 15Q: 3 clusters Score -2287398 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2287484.500000 Penalty: 4882.756836
	Iteration 16Q: 3 clusters Score -2287484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2287582.250000 Penalty: 4882.756836
	Iteration 17Q: 3 clusters Score -2287582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2287676.250000 Penalty: 4882.756836
	Iteration 18Q: 3 clusters Score -2287676 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2287790.750000 Penalty: 4882.756836
	Iteration 19Q: 3 clusters Score -2287791 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2287927.250000 Penalty: 4882.756836
	Iteration 20F: 3 clusters Score -2287927 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2288076.500000 Penalty: 4882.756836
	Iteration 21Q: 3 clusters Score -2288076 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2288222.000000 Penalty: 4882.756836
	Iteration 22Q: 3 clusters Score -2288222 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2288334.250000 Penalty: 4882.756836
	Iteration 23Q: 3 clusters Score -2288334 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2288419.000000 Penalty: 4882.756836
	Iteration 24Q: 3 clusters Score -2288419 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2288467.500000 Penalty: 4882.756836
	Iteration 25Q: 3 clusters Score -2288468 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2288505.250000 Penalty: 4882.756836
	Iteration 26Q: 3 clusters Score -2288505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2288559.000000 Penalty: 4882.756836
	Iteration 27Q: 3 clusters Score -2288559 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2288602.250000 Penalty: 4882.756836
	Iteration 28Q: 3 clusters Score -2288602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2288632.000000 Penalty: 4882.756836
	Iteration 29Q: 3 clusters Score -2288632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2288654.000000 Penalty: 4882.756836
	Iteration 30Q: 3 clusters Score -2288654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2288679.250000 Penalty: 4882.756836
	Iteration 31Q: 3 clusters Score -2288679 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2288704.000000 Penalty: 4882.756836
	Iteration 32Q: 3 clusters Score -2288704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2288725.500000 Penalty: 4882.756836
	Iteration 33Q: 3 clusters Score -2288726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2288750.750000 Penalty: 4882.756836
	Iteration 34Q: 3 clusters Score -2288751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2288773.000000 Penalty: 4882.756836
	Iteration 35Q: 3 clusters Score -2288773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2288781.500000 Penalty: 4882.756836
	Iteration 36Q: 3 clusters Score -2288782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2288781.250000 Penalty: 4882.756836
	Iteration 37Q: 3 clusters Score -2288781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2288794.500000 Penalty: 4882.756836
	Iteration 38Q: 3 clusters Score -2288794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2288801.000000 Penalty: 4882.756836
	Iteration 39Q: 3 clusters Score -2288801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2288799.250000 Penalty: 4882.756836
	Iteration 40F: 3 clusters Score -2288799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2288801.500000 Penalty: 4882.756836
	Iteration 41Q: 3 clusters Score -2288802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2288810.750000 Penalty: 4882.756836
	Iteration 42Q: 3 clusters Score -2288811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2288812.500000 Penalty: 4882.756836
	Iteration 43Q: 3 clusters Score -2288812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2288817.500000 Penalty: 4882.756836
	Iteration 44Q: 3 clusters Score -2288818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2288815.500000 Penalty: 4882.756836
	Iteration 45Q: 3 clusters Score -2288816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2288822.500000 Penalty: 4882.756836
	Iteration 46Q: 3 clusters Score -2288822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2288823.500000 Penalty: 4882.756836
	Iteration 47Q: 3 clusters Score -2288824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2288833.500000 Penalty: 4882.756836
	Iteration 48Q: 3 clusters Score -2288834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2288838.500000 Penalty: 4882.756836
	Iteration 49Q: 3 clusters Score -2288838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2288845.000000 Penalty: 4882.756836
	Iteration 50Q: 3 clusters Score -2288845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2288852.250000 Penalty: 4882.756836
	Iteration 51Q: 3 clusters Score -2288852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2288856.500000 Penalty: 4882.756836
	Iteration 52Q: 3 clusters Score -2288856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2288863.750000 Penalty: 4882.756836
	Iteration 53Q: 3 clusters Score -2288864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2288876.250000 Penalty: 4882.756836
	Iteration 54Q: 3 clusters Score -2288876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2288880.250000 Penalty: 4882.756836
	Iteration 55Q: 3 clusters Score -2288880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2288893.250000 Penalty: 4882.756836
	Iteration 56Q: 3 clusters Score -2288893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2288897.500000 Penalty: 4882.756836
	Iteration 57Q: 3 clusters Score -2288898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2288913.500000 Penalty: 4882.756836
	Iteration 58Q: 3 clusters Score -2288914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2288936.250000 Penalty: 4882.756836
	Iteration 59Q: 3 clusters Score -2288936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2288953.750000 Penalty: 4882.756836
	Iteration 60F: 3 clusters Score -2288954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2288971.000000 Penalty: 4882.756836
	Iteration 61Q: 3 clusters Score -2288971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2288997.250000 Penalty: 4882.756836
	Iteration 62Q: 3 clusters Score -2288997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2289031.750000 Penalty: 4882.756836
	Iteration 63Q: 3 clusters Score -2289032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2289067.250000 Penalty: 4882.756836
	Iteration 64Q: 3 clusters Score -2289067 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2289102.750000 Penalty: 4882.756836
	Iteration 65Q: 3 clusters Score -2289103 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2289143.000000 Penalty: 4882.756836
	Iteration 66Q: 3 clusters Score -2289143 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2289178.750000 Penalty: 4882.756836
	Iteration 67Q: 3 clusters Score -2289179 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2289221.750000 Penalty: 4882.756836
	Iteration 68Q: 3 clusters Score -2289222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2289263.250000 Penalty: 4882.756836
	Iteration 69Q: 3 clusters Score -2289263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2289301.250000 Penalty: 4882.756836
	Iteration 70Q: 3 clusters Score -2289301 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2289338.250000 Penalty: 4882.756836
	Iteration 71Q: 3 clusters Score -2289338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2289372.250000 Penalty: 4882.756836
	Iteration 72Q: 3 clusters Score -2289372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2289400.500000 Penalty: 4882.756836
	Iteration 73Q: 3 clusters Score -2289400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2289437.750000 Penalty: 4882.756836
	Iteration 74Q: 3 clusters Score -2289438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2289475.000000 Penalty: 4882.756836
	Iteration 75Q: 3 clusters Score -2289475 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2289520.500000 Penalty: 4882.756836
	Iteration 76Q: 3 clusters Score -2289520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2289559.500000 Penalty: 4882.756836
	Iteration 77Q: 3 clusters Score -2289560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2289604.500000 Penalty: 4882.756836
	Iteration 78Q: 3 clusters Score -2289604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2289630.250000 Penalty: 4882.756836
	Iteration 79Q: 3 clusters Score -2289630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2289666.250000 Penalty: 4882.756836
	Iteration 80F: 3 clusters Score -2289666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2289704.000000 Penalty: 4882.756836
	Iteration 81Q: 3 clusters Score -2289704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2289764.000000 Penalty: 4882.756836
	Iteration 82Q: 3 clusters Score -2289764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2289834.000000 Penalty: 4882.756836
	Iteration 83Q: 3 clusters Score -2289834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2289946.000000 Penalty: 4882.756836
	Iteration 84Q: 3 clusters Score -2289946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2290052.250000 Penalty: 4882.756836
	Iteration 85Q: 3 clusters Score -2290052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2290163.500000 Penalty: 4882.756836
	Iteration 86Q: 3 clusters Score -2290164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2290311.750000 Penalty: 4882.756836
	Iteration 87Q: 3 clusters Score -2290312 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2290467.500000 Penalty: 4882.756836
	Iteration 88Q: 3 clusters Score -2290468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2290539.500000 Penalty: 4882.756836
	Iteration 89Q: 3 clusters Score -2290540 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2290579.000000 Penalty: 4882.756836
	Iteration 90Q: 3 clusters Score -2290579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2290598.250000 Penalty: 4882.756836
	Iteration 91Q: 3 clusters Score -2290598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2290623.750000 Penalty: 4882.756836
	Iteration 92Q: 3 clusters Score -2290624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2290637.250000 Penalty: 4882.756836
	Iteration 93Q: 3 clusters Score -2290637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2290642.250000 Penalty: 4882.756836
	Iteration 94Q: 3 clusters Score -2290642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2290645.250000 Penalty: 4882.756836
	Iteration 95Q: 3 clusters Score -2290645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2290653.750000 Penalty: 4882.756836
	Iteration 96Q: 3 clusters Score -2290654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2290661.500000 Penalty: 4882.756836
	Iteration 97Q: 3 clusters Score -2290662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2290662.750000 Penalty: 4882.756836
	Iteration 98Q: 3 clusters Score -2290663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2290659.250000 Penalty: 4882.756836
	Iteration 99Q: 3 clusters Score -2290659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2290658.750000 Penalty: 4882.756836
	Iteration 100F: 3 clusters Score -2290659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2290656.250000 Penalty: 4882.756836
	Iteration 101Q: 3 clusters Score -2290656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2290658.250000 Penalty: 4882.756836
	Iteration 102Q: 3 clusters Score -2290658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2290659.500000 Penalty: 4882.756836
	Iteration 103Q: 3 clusters Score -2290660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2290660.000000 Penalty: 4882.756836
	Iteration 104Q: 3 clusters Score -2290660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2290655.500000 Penalty: 4882.756836
	Iteration 105Q: 3 clusters Score -2290656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2290654.750000 Penalty: 4882.756836
	Iteration 106Q: 3 clusters Score -2290655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2290655.750000 Penalty: 4882.756836
	Iteration 107Q: 3 clusters Score -2290656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2290655.750000 Penalty: 4882.756836
	Iteration 108F: 3 clusters Score -2290656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -627031.875000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -627031.9 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 2249 members 
Entering Unmasked Estep 
Score: -622876.500000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -622876.5 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -623764.875000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -623764.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -623935.687500 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -623935.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -624031.500000 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -624031.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -624092.187500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -624092.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -624132.437500 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -624132.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -624165.750000 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -624165.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -624191.187500 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -624191.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -624209.687500 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -624209.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -624231.312500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -624231.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -624255.500000 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -624255.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -624282.125000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -624282.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -624302.437500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -624302.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -624320.062500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -624320.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -624331.187500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -624331.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -624340.437500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -624340.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -624349.000000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -624349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -624358.875000 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -624358.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -624370.062500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -624370.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -624377.500000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -624377.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -624383.312500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -624383.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -624387.625000 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -624387.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -624393.437500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -624393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -624399.437500 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -624399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -624408.687500 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -624408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -624418.937500 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -624418.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -624428.812500 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -624428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -624433.250000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -624433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -624436.437500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -624436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -624440.125000 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -624440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -624443.125000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -624443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -624447.812500 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -624447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -624452.062500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -624452.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -624460.500000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -624460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -624465.312500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -624465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -624473.437500 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -624473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -624479.000000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -624479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -624481.062500 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -624481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -624484.000000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -624484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -624486.375000 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -624486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -624490.000000 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -624490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -624496.000000 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -624496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -624499.687500 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -624499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -624508.250000 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -624508.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -624519.312500 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -624519.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -624533.812500 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -624533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -624545.750000 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -624545.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -624560.625000 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -624560.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -624582.375000 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -624582.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -624607.250000 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -624607.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -624635.187500 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -624635.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -624657.562500 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -624657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -624685.375000 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -624685.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -624721.187500 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -624721.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -624755.250000 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -624755.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -624785.875000 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -624785.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -624810.312500 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -624810.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -624834.062500 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -624834.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -624849.750000 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -624849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -624865.937500 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -624865.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -624879.687500 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -624879.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -624900.062500 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -624900.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -624922.937500 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -624922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -624939.062500 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -624939.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -624960.312500 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -624960.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -624979.562500 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -624979.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -624998.000000 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -624998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -625020.437500 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -625020.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -625039.312500 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -625039.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -625057.687500 Penalty: 4165.499512
	Iteration 69Q: 3 clusters Score -625057.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -625068.062500 Penalty: 4165.499512
	Iteration 70Q: 3 clusters Score -625068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -625078.312500 Penalty: 4165.499512
	Iteration 71Q: 3 clusters Score -625078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -625090.937500 Penalty: 4165.499512
	Iteration 72Q: 3 clusters Score -625090.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -625110.062500 Penalty: 4165.499512
	Iteration 73Q: 3 clusters Score -625110.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -625126.312500 Penalty: 4165.499512
	Iteration 74Q: 3 clusters Score -625126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -625136.437500 Penalty: 4165.499512
	Iteration 75Q: 3 clusters Score -625136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -625143.562500 Penalty: 4165.499512
	Iteration 76Q: 3 clusters Score -625143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -625149.000000 Penalty: 4165.499512
	Iteration 77Q: 3 clusters Score -625149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -625157.437500 Penalty: 4165.499512
	Iteration 78Q: 3 clusters Score -625157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -625164.187500 Penalty: 4165.499512
	Iteration 79Q: 3 clusters Score -625164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -625168.937500 Penalty: 4165.499512
	Iteration 80F: 3 clusters Score -625168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -625179.687500 Penalty: 4165.499512
	Iteration 81Q: 3 clusters Score -625179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -625181.187500 Penalty: 4165.499512
	Iteration 82Q: 3 clusters Score -625181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -625186.500000 Penalty: 4165.499512
	Iteration 83Q: 3 clusters Score -625186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -625189.062500 Penalty: 4165.499512
	Iteration 84Q: 3 clusters Score -625189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -625190.875000 Penalty: 4165.499512
	Iteration 85Q: 3 clusters Score -625190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -625190.875000 Penalty: 4165.499512
	Iteration 86F: 3 clusters Score -625190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -899019.500000 Penalty: 2208.348145
	Iteration 0F: 2 clusters Score -899019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -892986.375000 Penalty: 4416.696289
	Iteration 0F: 3 clusters Score -892986.4 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -894653.437500 Penalty: 4416.696289
	Iteration 1F: 3 clusters Score -894653.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -895089.250000 Penalty: 4416.696289
	Iteration 2F: 3 clusters Score -895089.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -895433.187500 Penalty: 4416.696289
	Iteration 3F: 3 clusters Score -895433.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -895710.875000 Penalty: 4416.696289
	Iteration 4F: 3 clusters Score -895710.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -895921.187500 Penalty: 4416.696289
	Iteration 5Q: 3 clusters Score -895921.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -896127.750000 Penalty: 4416.696289
	Iteration 6Q: 3 clusters Score -896127.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -896319.375000 Penalty: 4416.696289
	Iteration 7Q: 3 clusters Score -896319.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -896510.437500 Penalty: 4416.696289
	Iteration 8Q: 3 clusters Score -896510.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -896708.000000 Penalty: 4416.696289
	Iteration 9Q: 3 clusters Score -896708 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -896906.375000 Penalty: 4416.696289
	Iteration 10Q: 3 clusters Score -896906.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -897157.812500 Penalty: 4416.696289
	Iteration 11Q: 3 clusters Score -897157.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -897396.812500 Penalty: 4416.696289
	Iteration 12Q: 3 clusters Score -897396.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -897683.187500 Penalty: 4416.696289
	Iteration 13Q: 3 clusters Score -897683.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -897949.187500 Penalty: 4416.696289
	Iteration 14Q: 3 clusters Score -897949.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -898104.062500 Penalty: 4416.696289
	Iteration 15Q: 3 clusters Score -898104.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -898195.062500 Penalty: 4416.696289
	Iteration 16Q: 3 clusters Score -898195.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -898247.000000 Penalty: 4416.696289
	Iteration 17Q: 3 clusters Score -898247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -898277.500000 Penalty: 4416.696289
	Iteration 18Q: 3 clusters Score -898277.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -898296.500000 Penalty: 4416.696289
	Iteration 19Q: 3 clusters Score -898296.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -898308.562500 Penalty: 4416.696289
	Iteration 20F: 3 clusters Score -898308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -898311.437500 Penalty: 4416.696289
	Iteration 21Q: 3 clusters Score -898311.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -898318.562500 Penalty: 4416.696289
	Iteration 22Q: 3 clusters Score -898318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -898325.687500 Penalty: 4416.696289
	Iteration 23Q: 3 clusters Score -898325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -898330.000000 Penalty: 4416.696289
	Iteration 24Q: 3 clusters Score -898330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -898334.500000 Penalty: 4416.696289
	Iteration 25Q: 3 clusters Score -898334.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -898336.312500 Penalty: 4416.696289
	Iteration 26Q: 3 clusters Score -898336.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -898340.812500 Penalty: 4416.696289
	Iteration 27Q: 3 clusters Score -898340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -898347.437500 Penalty: 4416.696289
	Iteration 28Q: 3 clusters Score -898347.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -898352.062500 Penalty: 4416.696289
	Iteration 29Q: 3 clusters Score -898352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -898355.500000 Penalty: 4416.696289
	Iteration 30Q: 3 clusters Score -898355.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -898361.187500 Penalty: 4416.696289
	Iteration 31Q: 3 clusters Score -898361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -898368.062500 Penalty: 4416.696289
	Iteration 32Q: 3 clusters Score -898368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -898379.125000 Penalty: 4416.696289
	Iteration 33Q: 3 clusters Score -898379.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -898400.687500 Penalty: 4416.696289
	Iteration 34Q: 3 clusters Score -898400.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -898469.937500 Penalty: 4416.696289
	Iteration 35Q: 3 clusters Score -898469.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -898550.562500 Penalty: 4416.696289
	Iteration 36Q: 3 clusters Score -898550.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -898589.625000 Penalty: 4416.696289
	Iteration 37Q: 3 clusters Score -898589.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -898597.375000 Penalty: 4416.696289
	Iteration 38Q: 3 clusters Score -898597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -898603.625000 Penalty: 4416.696289
	Iteration 39Q: 3 clusters Score -898603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -898607.312500 Penalty: 4416.696289
	Iteration 40F: 3 clusters Score -898607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -898605.625000 Penalty: 4416.696289
	Iteration 41Q: 3 clusters Score -898605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -898605.750000 Penalty: 4416.696289
	Iteration 42Q: 3 clusters Score -898605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -898605.750000 Penalty: 4416.696289
	Iteration 43F: 3 clusters Score -898605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (151869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Entering Unmasked Estep 
Score: -20376448.000000 Penalty: 2958.831787
	Iteration 0F: 2 clusters Score -2.037645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -20278776.000000 Penalty: 5917.663574
	Iteration 0F: 3 clusters Score -2.027878e+07 nChanged 72631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -20320926.000000 Penalty: 5917.663574
	Iteration 1F: 3 clusters Score -2.032093e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -20322104.000000 Penalty: 5917.663574
	Iteration 2Q: 3 clusters Score -2.03221e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -20323916.000000 Penalty: 5917.663574
	Iteration 3Q: 3 clusters Score -2.032392e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -20326852.000000 Penalty: 5917.663574
	Iteration 4Q: 3 clusters Score -2.032685e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -20332086.000000 Penalty: 5917.663574
	Iteration 5F: 3 clusters Score -2.033209e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -20339658.000000 Penalty: 5917.663574
	Iteration 6F: 3 clusters Score -2.033966e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -20349160.000000 Penalty: 5917.663574
	Iteration 7F: 3 clusters Score -2.034916e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -20358806.000000 Penalty: 5917.663574
	Iteration 8F: 3 clusters Score -2.035881e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -20365390.000000 Penalty: 5917.663574
	Iteration 9F: 3 clusters Score -2.036539e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -20368578.000000 Penalty: 5917.663574
	Iteration 10Q: 3 clusters Score -2.036858e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -20370188.000000 Penalty: 5917.663574
	Iteration 11Q: 3 clusters Score -2.037019e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -20371148.000000 Penalty: 5917.663574
	Iteration 12Q: 3 clusters Score -2.037115e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -20371884.000000 Penalty: 5917.663574
	Iteration 13Q: 3 clusters Score -2.037188e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -20372350.000000 Penalty: 5917.663574
	Iteration 14Q: 3 clusters Score -2.037235e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109340 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -20372736.000000 Penalty: 5917.663574
	Iteration 15Q: 3 clusters Score -2.037274e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -20372934.000000 Penalty: 5917.663574
	Iteration 16Q: 3 clusters Score -2.037293e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -20373114.000000 Penalty: 5917.663574
	Iteration 17Q: 3 clusters Score -2.037311e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -20373280.000000 Penalty: 5917.663574
	Iteration 18Q: 3 clusters Score -2.037328e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -20373374.000000 Penalty: 5917.663574
	Iteration 19Q: 3 clusters Score -2.037337e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -20373438.000000 Penalty: 5917.663574
	Iteration 20F: 3 clusters Score -2.037344e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -20373528.000000 Penalty: 5917.663574
	Iteration 21Q: 3 clusters Score -2.037353e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -20373574.000000 Penalty: 5917.663574
	Iteration 22Q: 3 clusters Score -2.037357e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -20373804.000000 Penalty: 5917.663574
	Iteration 23Q: 3 clusters Score -2.03738e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -20373914.000000 Penalty: 5917.663574
	Iteration 24Q: 3 clusters Score -2.037391e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -20374062.000000 Penalty: 5917.663574
	Iteration 25Q: 3 clusters Score -2.037406e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -20374092.000000 Penalty: 5917.663574
	Iteration 26Q: 3 clusters Score -2.037409e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -20374208.000000 Penalty: 5917.663574
	Iteration 27Q: 3 clusters Score -2.037421e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -20374310.000000 Penalty: 5917.663574
	Iteration 28Q: 3 clusters Score -2.037431e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -20374418.000000 Penalty: 5917.663574
	Iteration 29Q: 3 clusters Score -2.037442e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -20374498.000000 Penalty: 5917.663574
	Iteration 30Q: 3 clusters Score -2.03745e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -20374570.000000 Penalty: 5917.663574
	Iteration 31Q: 3 clusters Score -2.037457e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -20374668.000000 Penalty: 5917.663574
	Iteration 32Q: 3 clusters Score -2.037467e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -20374844.000000 Penalty: 5917.663574
	Iteration 33Q: 3 clusters Score -2.037484e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -20374862.000000 Penalty: 5917.663574
	Iteration 34Q: 3 clusters Score -2.037486e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -20374958.000000 Penalty: 5917.663574
	Iteration 35Q: 3 clusters Score -2.037496e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -20375058.000000 Penalty: 5917.663574
	Iteration 36Q: 3 clusters Score -2.037506e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -20375120.000000 Penalty: 5917.663574
	Iteration 37Q: 3 clusters Score -2.037512e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -20375152.000000 Penalty: 5917.663574
	Iteration 38Q: 3 clusters Score -2.037515e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -20375294.000000 Penalty: 5917.663574
	Iteration 39Q: 3 clusters Score -2.037529e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130196 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -20375360.000000 Penalty: 5917.663574
	Iteration 40F: 3 clusters Score -2.037536e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -20375416.000000 Penalty: 5917.663574
	Iteration 41Q: 3 clusters Score -2.037542e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -20375466.000000 Penalty: 5917.663574
	Iteration 42Q: 3 clusters Score -2.037547e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -20375512.000000 Penalty: 5917.663574
	Iteration 43Q: 3 clusters Score -2.037551e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133672 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -20375532.000000 Penalty: 5917.663574
	Iteration 44Q: 3 clusters Score -2.037553e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -20375560.000000 Penalty: 5917.663574
	Iteration 45Q: 3 clusters Score -2.037556e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -20375620.000000 Penalty: 5917.663574
	Iteration 46Q: 3 clusters Score -2.037562e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -20375646.000000 Penalty: 5917.663574
	Iteration 47Q: 3 clusters Score -2.037565e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136831 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -20375616.000000 Penalty: 5917.663574
	Iteration 48Q: 3 clusters Score -2.037562e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -20375562.000000 Penalty: 5917.663574
	Iteration 49Q: 3 clusters Score -2.037556e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -20375578.000000 Penalty: 5917.663574
	Iteration 50Q: 3 clusters Score -2.037558e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -20375596.000000 Penalty: 5917.663574
	Iteration 51Q: 3 clusters Score -2.03756e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -20375642.000000 Penalty: 5917.663574
	Iteration 52Q: 3 clusters Score -2.037564e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -20375704.000000 Penalty: 5917.663574
	Iteration 53Q: 3 clusters Score -2.03757e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140976 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -20375786.000000 Penalty: 5917.663574
	Iteration 54Q: 3 clusters Score -2.037579e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141558 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -20375788.000000 Penalty: 5917.663574
	Iteration 55Q: 3 clusters Score -2.037579e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -20375782.000000 Penalty: 5917.663574
	Iteration 56Q: 3 clusters Score -2.037578e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -20375794.000000 Penalty: 5917.663574
	Iteration 57Q: 3 clusters Score -2.037579e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -20375836.000000 Penalty: 5917.663574
	Iteration 58Q: 3 clusters Score -2.037584e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -20375822.000000 Penalty: 5917.663574
	Iteration 59Q: 3 clusters Score -2.037582e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143728 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -20375790.000000 Penalty: 5917.663574
	Iteration 60F: 3 clusters Score -2.037579e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144093 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -20375764.000000 Penalty: 5917.663574
	Iteration 61Q: 3 clusters Score -2.037576e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -20375732.000000 Penalty: 5917.663574
	Iteration 62Q: 3 clusters Score -2.037573e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144750 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -20375678.000000 Penalty: 5917.663574
	Iteration 63Q: 3 clusters Score -2.037568e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -20375614.000000 Penalty: 5917.663574
	Iteration 64Q: 3 clusters Score -2.037561e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -20375638.000000 Penalty: 5917.663574
	Iteration 65Q: 3 clusters Score -2.037564e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -20375646.000000 Penalty: 5917.663574
	Iteration 66Q: 3 clusters Score -2.037565e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -20375624.000000 Penalty: 5917.663574
	Iteration 67Q: 3 clusters Score -2.037562e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -20375586.000000 Penalty: 5917.663574
	Iteration 68Q: 3 clusters Score -2.037559e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -20375562.000000 Penalty: 5917.663574
	Iteration 69Q: 3 clusters Score -2.037556e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -20375536.000000 Penalty: 5917.663574
	Iteration 70Q: 3 clusters Score -2.037554e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -20375514.000000 Penalty: 5917.663574
	Iteration 71Q: 3 clusters Score -2.037551e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -20375494.000000 Penalty: 5917.663574
	Iteration 72Q: 3 clusters Score -2.037549e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -20375502.000000 Penalty: 5917.663574
	Iteration 73Q: 3 clusters Score -2.03755e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146836 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -20375534.000000 Penalty: 5917.663574
	Iteration 74Q: 3 clusters Score -2.037553e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146933 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20375504.000000 Penalty: 5917.663574
	Iteration 75Q: 3 clusters Score -2.03755e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -20375512.000000 Penalty: 5917.663574
	Iteration 76Q: 3 clusters Score -2.037551e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -20375526.000000 Penalty: 5917.663574
	Iteration 77Q: 3 clusters Score -2.037553e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -20375504.000000 Penalty: 5917.663574
	Iteration 78Q: 3 clusters Score -2.03755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -20375482.000000 Penalty: 5917.663574
	Iteration 79Q: 3 clusters Score -2.037548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147342 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -20375464.000000 Penalty: 5917.663574
	Iteration 80F: 3 clusters Score -2.037546e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20375506.000000 Penalty: 5917.663574
	Iteration 81Q: 3 clusters Score -2.037551e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147466 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -20375490.000000 Penalty: 5917.663574
	Iteration 82Q: 3 clusters Score -2.037549e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -20375466.000000 Penalty: 5917.663574
	Iteration 83Q: 3 clusters Score -2.037547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -20375452.000000 Penalty: 5917.663574
	Iteration 84Q: 3 clusters Score -2.037545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -20375482.000000 Penalty: 5917.663574
	Iteration 85Q: 3 clusters Score -2.037548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -20375470.000000 Penalty: 5917.663574
	Iteration 86Q: 3 clusters Score -2.037547e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -20375498.000000 Penalty: 5917.663574
	Iteration 87Q: 3 clusters Score -2.03755e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147809 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -20375504.000000 Penalty: 5917.663574
	Iteration 88Q: 3 clusters Score -2.03755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -20375490.000000 Penalty: 5917.663574
	Iteration 89Q: 3 clusters Score -2.037549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -20375484.000000 Penalty: 5917.663574
	Iteration 90Q: 3 clusters Score -2.037548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147908 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20375484.000000 Penalty: 5917.663574
	Iteration 91Q: 3 clusters Score -2.037548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20375446.000000 Penalty: 5917.663574
	Iteration 92Q: 3 clusters Score -2.037545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -20375458.000000 Penalty: 5917.663574
	Iteration 93Q: 3 clusters Score -2.037546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -20375492.000000 Penalty: 5917.663574
	Iteration 94Q: 3 clusters Score -2.037549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -20375482.000000 Penalty: 5917.663574
	Iteration 95Q: 3 clusters Score -2.037548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -20375486.000000 Penalty: 5917.663574
	Iteration 96Q: 3 clusters Score -2.037549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20375480.000000 Penalty: 5917.663574
	Iteration 97Q: 3 clusters Score -2.037548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148090 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20375472.000000 Penalty: 5917.663574
	Iteration 98Q: 3 clusters Score -2.037547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -20375476.000000 Penalty: 5917.663574
	Iteration 99Q: 3 clusters Score -2.037548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20375474.000000 Penalty: 5917.663574
	Iteration 100F: 3 clusters Score -2.037547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148167 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20375452.000000 Penalty: 5917.663574
	Iteration 101Q: 3 clusters Score -2.037545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -20375448.000000 Penalty: 5917.663574
	Iteration 102Q: 3 clusters Score -2.037545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -20375434.000000 Penalty: 5917.663574
	Iteration 103Q: 3 clusters Score -2.037543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20375436.000000 Penalty: 5917.663574
	Iteration 104Q: 3 clusters Score -2.037544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -20375422.000000 Penalty: 5917.663574
	Iteration 105Q: 3 clusters Score -2.037542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -20375410.000000 Penalty: 5917.663574
	Iteration 106Q: 3 clusters Score -2.037541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -20375400.000000 Penalty: 5917.663574
	Iteration 107Q: 3 clusters Score -2.03754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -20375416.000000 Penalty: 5917.663574
	Iteration 108Q: 3 clusters Score -2.037542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -20375406.000000 Penalty: 5917.663574
	Iteration 109Q: 3 clusters Score -2.037541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20375414.000000 Penalty: 5917.663574
	Iteration 110Q: 3 clusters Score -2.037541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -20375406.000000 Penalty: 5917.663574
	Iteration 111Q: 3 clusters Score -2.037541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -20375406.000000 Penalty: 5917.663574
	Iteration 112Q: 3 clusters Score -2.037541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -20375400.000000 Penalty: 5917.663574
	Iteration 113Q: 3 clusters Score -2.03754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20375430.000000 Penalty: 5917.663574
	Iteration 114Q: 3 clusters Score -2.037543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -20375410.000000 Penalty: 5917.663574
	Iteration 115Q: 3 clusters Score -2.037541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20375412.000000 Penalty: 5917.663574
	Iteration 116Q: 3 clusters Score -2.037541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -20375410.000000 Penalty: 5917.663574
	Iteration 117Q: 3 clusters Score -2.037541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20375436.000000 Penalty: 5917.663574
	Iteration 118Q: 3 clusters Score -2.037544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20375420.000000 Penalty: 5917.663574
	Iteration 119Q: 3 clusters Score -2.037542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20375418.000000 Penalty: 5917.663574
	Iteration 120F: 3 clusters Score -2.037542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148456 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -20375430.000000 Penalty: 5917.663574
	Iteration 121Q: 3 clusters Score -2.037543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -20375428.000000 Penalty: 5917.663574
	Iteration 122Q: 3 clusters Score -2.037543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -20375422.000000 Penalty: 5917.663574
	Iteration 123Q: 3 clusters Score -2.037542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20375414.000000 Penalty: 5917.663574
	Iteration 124Q: 3 clusters Score -2.037541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20375412.000000 Penalty: 5917.663574
	Iteration 125Q: 3 clusters Score -2.037541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -20375426.000000 Penalty: 5917.663574
	Iteration 126Q: 3 clusters Score -2.037543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20375410.000000 Penalty: 5917.663574
	Iteration 127Q: 3 clusters Score -2.037541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148480 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20375410.000000 Penalty: 5917.663574
	Iteration 128Q: 3 clusters Score -2.037541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20375406.000000 Penalty: 5917.663574
	Iteration 129Q: 3 clusters Score -2.037541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20375408.000000 Penalty: 5917.663574
	Iteration 130Q: 3 clusters Score -2.037541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -20375408.000000 Penalty: 5917.663574
	Iteration 131Q: 3 clusters Score -2.037541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -20375408.000000 Penalty: 5917.663574
	Iteration 132F: 3 clusters Score -2.037541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116757.859375 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116757.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117032.289062 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117032.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117129.179688 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117129.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117186.906250 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -117186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117209.703125 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -117209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117227.546875 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117241.257812 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117258.031250 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -117258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117278.742188 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -117278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117298.281250 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -117298.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117341.492188 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -117341.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117390.867188 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -117390.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117488.328125 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -117488.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117676.968750 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -117677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117860.359375 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -117860.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -117979.851562 Penalty: 3388.113770
	Iteration 15F: 3 clusters Score -117979.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118135.804688 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -118135.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -118258.250000 Penalty: 3388.113770
	Iteration 17F: 3 clusters Score -118258.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -118319.460938 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -118319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -118350.492188 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -118350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -118363.750000 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -118363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -118373.234375 Penalty: 3388.113770
	Iteration 21Q: 3 clusters Score -118373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -118378.820312 Penalty: 3388.113770
	Iteration 22Q: 3 clusters Score -118378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -118378.820312 Penalty: 3388.113770
	Iteration 23F: 3 clusters Score -118378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -940514.500000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940514.5 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -942223.937500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -942223.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -942629.000000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942629 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -942993.312500 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -942993.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -943373.937500 Penalty: 4403.181641
	Iteration 4F: 3 clusters Score -943373.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -943705.312500 Penalty: 4403.181641
	Iteration 5F: 3 clusters Score -943705.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -943941.812500 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -943941.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -944102.000000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -944102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -944202.125000 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -944202.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -944268.687500 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -944268.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -944308.000000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -944308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -944328.875000 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -944328.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -944349.437500 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -944349.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -944358.437500 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -944358.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -944368.375000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -944368.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -944375.187500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -944375.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -944381.375000 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -944381.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -944386.062500 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -944386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -944390.437500 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -944390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -944392.375000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -944392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -944397.250000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -944397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -944400.062500 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -944400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -944402.625000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -944402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -944403.312500 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944403.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -944404.750000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -944405.062500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -944407.937500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -944407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -944407.375000 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -944407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -944408.312500 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -944408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -944407.375000 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -944407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -944408.187500 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -944408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -944412.875000 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -944412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -944412.875000 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -944412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -944413.062500 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -944413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -944413.250000 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -944413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -944413.250000 Penalty: 4403.181641
	Iteration 35F: 3 clusters Score -944413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Entering Unmasked Estep 
Score: -14447542.000000 Penalty: 2891.133301
	Iteration 0F: 2 clusters Score -1.444754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -14370407.000000 Penalty: 5782.266602
	Iteration 0F: 3 clusters Score -1.437041e+07 nChanged 54841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -14402531.000000 Penalty: 5782.266602
	Iteration 1F: 3 clusters Score -1.440253e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -14403812.000000 Penalty: 5782.266602
	Iteration 2Q: 3 clusters Score -1.440381e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -14405267.000000 Penalty: 5782.266602
	Iteration 3Q: 3 clusters Score -1.440527e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -14406764.000000 Penalty: 5782.266602
	Iteration 4Q: 3 clusters Score -1.440676e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -14408514.000000 Penalty: 5782.266602
	Iteration 5Q: 3 clusters Score -1.440851e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -14410798.000000 Penalty: 5782.266602
	Iteration 6Q: 3 clusters Score -1.44108e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -14413699.000000 Penalty: 5782.266602
	Iteration 7Q: 3 clusters Score -1.44137e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -14417580.000000 Penalty: 5782.266602
	Iteration 8F: 3 clusters Score -1.441758e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -14422282.000000 Penalty: 5782.266602
	Iteration 9F: 3 clusters Score -1.442228e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -14426443.000000 Penalty: 5782.266602
	Iteration 10F: 3 clusters Score -1.442644e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -14429343.000000 Penalty: 5782.266602
	Iteration 11Q: 3 clusters Score -1.442934e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -14430923.000000 Penalty: 5782.266602
	Iteration 12Q: 3 clusters Score -1.443092e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -14432059.000000 Penalty: 5782.266602
	Iteration 13Q: 3 clusters Score -1.443206e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -14433075.000000 Penalty: 5782.266602
	Iteration 14Q: 3 clusters Score -1.443308e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -14433990.000000 Penalty: 5782.266602
	Iteration 15Q: 3 clusters Score -1.443399e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -14434908.000000 Penalty: 5782.266602
	Iteration 16Q: 3 clusters Score -1.443491e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -14436069.000000 Penalty: 5782.266602
	Iteration 17Q: 3 clusters Score -1.443607e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -14437280.000000 Penalty: 5782.266602
	Iteration 18Q: 3 clusters Score -1.443728e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -14438462.000000 Penalty: 5782.266602
	Iteration 19Q: 3 clusters Score -1.443846e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -14439662.000000 Penalty: 5782.266602
	Iteration 20F: 3 clusters Score -1.443966e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -14440773.000000 Penalty: 5782.266602
	Iteration 21Q: 3 clusters Score -1.444077e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -14441720.000000 Penalty: 5782.266602
	Iteration 22Q: 3 clusters Score -1.444172e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -14442692.000000 Penalty: 5782.266602
	Iteration 23Q: 3 clusters Score -1.444269e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -14443585.000000 Penalty: 5782.266602
	Iteration 24Q: 3 clusters Score -1.444358e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -14444170.000000 Penalty: 5782.266602
	Iteration 25Q: 3 clusters Score -1.444417e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -14444584.000000 Penalty: 5782.266602
	Iteration 26Q: 3 clusters Score -1.444458e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -14444909.000000 Penalty: 5782.266602
	Iteration 27Q: 3 clusters Score -1.444491e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -14445127.000000 Penalty: 5782.266602
	Iteration 28Q: 3 clusters Score -1.444513e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -14445278.000000 Penalty: 5782.266602
	Iteration 29Q: 3 clusters Score -1.444528e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 112160 members 
Entering Unmasked Estep 
Score: -14445387.000000 Penalty: 5782.266602
	Iteration 30Q: 3 clusters Score -1.444539e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -14445467.000000 Penalty: 5782.266602
	Iteration 31Q: 3 clusters Score -1.444547e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 112562 members 
Entering Unmasked Estep 
Score: -14445541.000000 Penalty: 5782.266602
	Iteration 32Q: 3 clusters Score -1.444554e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -14445583.000000 Penalty: 5782.266602
	Iteration 33Q: 3 clusters Score -1.444558e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -14445631.000000 Penalty: 5782.266602
	Iteration 34Q: 3 clusters Score -1.444563e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -14445647.000000 Penalty: 5782.266602
	Iteration 35Q: 3 clusters Score -1.444565e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -14445682.000000 Penalty: 5782.266602
	Iteration 36Q: 3 clusters Score -1.444568e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -14445728.000000 Penalty: 5782.266602
	Iteration 37Q: 3 clusters Score -1.444573e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -14445729.000000 Penalty: 5782.266602
	Iteration 38Q: 3 clusters Score -1.444573e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -14445740.000000 Penalty: 5782.266602
	Iteration 39Q: 3 clusters Score -1.444574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -14445741.000000 Penalty: 5782.266602
	Iteration 40F: 3 clusters Score -1.444574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 113286 members 
Entering Unmasked Estep 
Score: -14445759.000000 Penalty: 5782.266602
	Iteration 41Q: 3 clusters Score -1.444576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 113317 members 
Entering Unmasked Estep 
Score: -14445763.000000 Penalty: 5782.266602
	Iteration 42Q: 3 clusters Score -1.444576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -14445755.000000 Penalty: 5782.266602
	Iteration 43Q: 3 clusters Score -1.444576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -14445766.000000 Penalty: 5782.266602
	Iteration 44Q: 3 clusters Score -1.444577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -14445777.000000 Penalty: 5782.266602
	Iteration 45Q: 3 clusters Score -1.444578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -14445792.000000 Penalty: 5782.266602
	Iteration 46Q: 3 clusters Score -1.444579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -14445788.000000 Penalty: 5782.266602
	Iteration 47Q: 3 clusters Score -1.444579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -14445802.000000 Penalty: 5782.266602
	Iteration 48Q: 3 clusters Score -1.44458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -14445792.000000 Penalty: 5782.266602
	Iteration 49Q: 3 clusters Score -1.444579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -14445789.000000 Penalty: 5782.266602
	Iteration 50Q: 3 clusters Score -1.444579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -14445783.000000 Penalty: 5782.266602
	Iteration 51Q: 3 clusters Score -1.444578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -14445784.000000 Penalty: 5782.266602
	Iteration 52Q: 3 clusters Score -1.444578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -14445795.000000 Penalty: 5782.266602
	Iteration 53Q: 3 clusters Score -1.44458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -14445789.000000 Penalty: 5782.266602
	Iteration 54Q: 3 clusters Score -1.444579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -14445781.000000 Penalty: 5782.266602
	Iteration 55Q: 3 clusters Score -1.444578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -14445787.000000 Penalty: 5782.266602
	Iteration 56Q: 3 clusters Score -1.444579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -14445791.000000 Penalty: 5782.266602
	Iteration 57Q: 3 clusters Score -1.444579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -14445791.000000 Penalty: 5782.266602
	Iteration 58Q: 3 clusters Score -1.444579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -14445791.000000 Penalty: 5782.266602
	Iteration 59F: 3 clusters Score -1.444579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61501.679688 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61501.68 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61649.695312 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61649.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61727.238281 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61727.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61755.382812 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61755.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61775.570312 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61775.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61789.367188 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61789.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61801.792969 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61801.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61808.785156 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61808.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61816.785156 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61816.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61819.656250 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -61819.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61822.082031 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -61822.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61827.097656 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -61827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61835.140625 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -61835.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61846.277344 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -61846.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61849.890625 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -61849.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61849.890625 Penalty: 3101.899170
	Iteration 15F: 3 clusters Score -61849.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Entering Unmasked Estep 
Score: -1346975.500000 Penalty: 2308.454346
	Iteration 0F: 2 clusters Score -1346976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1338706.125000 Penalty: 4616.908691
	Iteration 0F: 3 clusters Score -1338706 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1341482.500000 Penalty: 4616.908691
	Iteration 1F: 3 clusters Score -1341482 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1342094.250000 Penalty: 4616.908691
	Iteration 2F: 3 clusters Score -1342094 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1342605.750000 Penalty: 4616.908691
	Iteration 3F: 3 clusters Score -1342606 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1343006.875000 Penalty: 4616.908691
	Iteration 4F: 3 clusters Score -1343007 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1343358.000000 Penalty: 4616.908691
	Iteration 5Q: 3 clusters Score -1343358 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1343742.750000 Penalty: 4616.908691
	Iteration 6Q: 3 clusters Score -1343743 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1344169.375000 Penalty: 4616.908691
	Iteration 7Q: 3 clusters Score -1344169 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1344577.750000 Penalty: 4616.908691
	Iteration 8Q: 3 clusters Score -1344578 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1344945.750000 Penalty: 4616.908691
	Iteration 9Q: 3 clusters Score -1344946 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1345215.750000 Penalty: 4616.908691
	Iteration 10Q: 3 clusters Score -1345216 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1345418.625000 Penalty: 4616.908691
	Iteration 11Q: 3 clusters Score -1345419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1345602.500000 Penalty: 4616.908691
	Iteration 12Q: 3 clusters Score -1345602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1345742.250000 Penalty: 4616.908691
	Iteration 13Q: 3 clusters Score -1345742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1345859.000000 Penalty: 4616.908691
	Iteration 14Q: 3 clusters Score -1345859 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1345950.125000 Penalty: 4616.908691
	Iteration 15Q: 3 clusters Score -1345950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1346009.625000 Penalty: 4616.908691
	Iteration 16Q: 3 clusters Score -1346010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1346068.875000 Penalty: 4616.908691
	Iteration 17Q: 3 clusters Score -1346069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1346131.750000 Penalty: 4616.908691
	Iteration 18Q: 3 clusters Score -1346132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1346164.250000 Penalty: 4616.908691
	Iteration 19Q: 3 clusters Score -1346164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1346192.875000 Penalty: 4616.908691
	Iteration 20F: 3 clusters Score -1346193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1346212.375000 Penalty: 4616.908691
	Iteration 21Q: 3 clusters Score -1346212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1346233.000000 Penalty: 4616.908691
	Iteration 22Q: 3 clusters Score -1346233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1346247.125000 Penalty: 4616.908691
	Iteration 23Q: 3 clusters Score -1346247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1346254.125000 Penalty: 4616.908691
	Iteration 24Q: 3 clusters Score -1346254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1346265.125000 Penalty: 4616.908691
	Iteration 25Q: 3 clusters Score -1346265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1346271.625000 Penalty: 4616.908691
	Iteration 26Q: 3 clusters Score -1346272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1346275.875000 Penalty: 4616.908691
	Iteration 27Q: 3 clusters Score -1346276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1346282.500000 Penalty: 4616.908691
	Iteration 28Q: 3 clusters Score -1346282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1346287.000000 Penalty: 4616.908691
	Iteration 29Q: 3 clusters Score -1346287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1346290.500000 Penalty: 4616.908691
	Iteration 30Q: 3 clusters Score -1346290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1346296.125000 Penalty: 4616.908691
	Iteration 31Q: 3 clusters Score -1346296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1346299.250000 Penalty: 4616.908691
	Iteration 32Q: 3 clusters Score -1346299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1346302.375000 Penalty: 4616.908691
	Iteration 33Q: 3 clusters Score -1346302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1346304.500000 Penalty: 4616.908691
	Iteration 34Q: 3 clusters Score -1346304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1346309.000000 Penalty: 4616.908691
	Iteration 35Q: 3 clusters Score -1346309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1346309.875000 Penalty: 4616.908691
	Iteration 36Q: 3 clusters Score -1346310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1346311.875000 Penalty: 4616.908691
	Iteration 37Q: 3 clusters Score -1346312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1346313.875000 Penalty: 4616.908691
	Iteration 38Q: 3 clusters Score -1346314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1346312.875000 Penalty: 4616.908691
	Iteration 39Q: 3 clusters Score -1346313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1346314.000000 Penalty: 4616.908691
	Iteration 40F: 3 clusters Score -1346314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1346316.125000 Penalty: 4616.908691
	Iteration 41Q: 3 clusters Score -1346316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1346315.125000 Penalty: 4616.908691
	Iteration 42Q: 3 clusters Score -1346315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1346315.375000 Penalty: 4616.908691
	Iteration 43Q: 3 clusters Score -1346315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1346315.625000 Penalty: 4616.908691
	Iteration 44Q: 3 clusters Score -1346316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1346315.625000 Penalty: 4616.908691
	Iteration 45F: 3 clusters Score -1346316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -548238.375000 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -548238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -543965.750000 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -543965.8 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -545179.250000 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -545179.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -545572.750000 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -545572.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -545899.562500 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -545899.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -546207.437500 Penalty: 4188.639648
	Iteration 4F: 3 clusters Score -546207.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -546437.312500 Penalty: 4188.639648
	Iteration 5F: 3 clusters Score -546437.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -546584.562500 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -546584.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -546676.625000 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -546676.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -546740.937500 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -546740.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -546786.187500 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -546786.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -546816.875000 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -546816.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -546840.750000 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -546840.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -546859.750000 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -546859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -546873.312500 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -546873.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -546889.187500 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -546889.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -546898.187500 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -546898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -546902.562500 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -546902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -546903.562500 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -546903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -546907.562500 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -546907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -546908.562500 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -546908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -546910.125000 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -546910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -546910.625000 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -546910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -546912.437500 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -546912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -546913.625000 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -546913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -546913.500000 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -546913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -546915.562500 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -546915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -546914.375000 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -546914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -546916.250000 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -546916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -546916.250000 Penalty: 4188.639648
	Iteration 28F: 3 clusters Score -546916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 100376 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 115101 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40122 members 
Mstep: Class 15 contains 170280 members 
Mstep: Class 16 contains 131624 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 215818 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114773 members 
Mstep: Class 23 contains 18850 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 151869 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115589 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075056.000000 Penalty: 112337.296875
Iteration 359Q: 33 clusters Score -1.810751e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 100364 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 115304 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40122 members 
Mstep: Class 15 contains 170278 members 
Mstep: Class 16 contains 131623 members 
Mstep: Class 17 contains 28749 members 
Mstep: Class 18 contains 215801 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114771 members 
Mstep: Class 23 contains 18845 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 151715 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115579 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075088.000000 Penalty: 112337.296875
Iteration 360F: 33 clusters Score -1.810751e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18389 members 
Mstep: Class 4 contains 100348 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 115542 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14118 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40123 members 
Mstep: Class 15 contains 170270 members 
Mstep: Class 16 contains 131623 members 
Mstep: Class 17 contains 28753 members 
Mstep: Class 18 contains 215770 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114767 members 
Mstep: Class 23 contains 18841 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 151550 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115566 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074928.000000 Penalty: 112337.296875
Iteration 361Q: 33 clusters Score -1.810749e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18388 members 
Mstep: Class 4 contains 100338 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 115773 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40123 members 
Mstep: Class 15 contains 170270 members 
Mstep: Class 16 contains 131622 members 
Mstep: Class 17 contains 28764 members 
Mstep: Class 18 contains 215744 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114768 members 
Mstep: Class 23 contains 18838 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 151370 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115545 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075040.000000 Penalty: 112337.296875
Iteration 362Q: 33 clusters Score -1.81075e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 100328 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 116018 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 170255 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 215721 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114770 members 
Mstep: Class 23 contains 18835 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 151190 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115537 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075088.000000 Penalty: 112337.296875
Iteration 363Q: 33 clusters Score -1.810751e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 100319 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 116262 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 40122 members 
Mstep: Class 15 contains 170250 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28755 members 
Mstep: Class 18 contains 215702 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114766 members 
Mstep: Class 23 contains 18831 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 151017 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115515 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075072.000000 Penalty: 112337.296875
Iteration 364Q: 33 clusters Score -1.810751e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18393 members 
Mstep: Class 4 contains 100303 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 116519 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14118 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 40118 members 
Mstep: Class 15 contains 170240 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 215684 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114761 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 150820 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115507 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074976.000000 Penalty: 112337.296875
Iteration 365Q: 33 clusters Score -1.81075e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 100282 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 116831 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14118 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 40115 members 
Mstep: Class 15 contains 170245 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 215656 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114757 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 4438 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 150595 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115484 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075328.000000 Penalty: 112337.296875
Iteration 366Q: 33 clusters Score -1.810753e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 100262 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15983 members 
Mstep: Class 7 contains 117125 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 40110 members 
Mstep: Class 15 contains 170259 members 
Mstep: Class 16 contains 131622 members 
Mstep: Class 17 contains 28758 members 
Mstep: Class 18 contains 215617 members 
Mstep: Class 19 contains 37159 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114758 members 
Mstep: Class 23 contains 18811 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 150376 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115470 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075824.000000 Penalty: 112337.296875
Iteration 367Q: 33 clusters Score -1.810758e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 100235 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15983 members 
Mstep: Class 7 contains 117434 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 40107 members 
Mstep: Class 15 contains 170288 members 
Mstep: Class 16 contains 131626 members 
Mstep: Class 17 contains 28751 members 
Mstep: Class 18 contains 215574 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114760 members 
Mstep: Class 23 contains 18807 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 150149 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115440 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075664.000000 Penalty: 112337.296875
Iteration 368Q: 33 clusters Score -1.810757e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18392 members 
Mstep: Class 4 contains 100203 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 117766 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 15 contains 170311 members 
Mstep: Class 16 contains 131627 members 
Mstep: Class 17 contains 28750 members 
Mstep: Class 18 contains 215516 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114766 members 
Mstep: Class 23 contains 18803 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 149883 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115432 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075728.000000 Penalty: 112337.296875
Iteration 369Q: 33 clusters Score -1.810757e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 100180 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 118073 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 15 contains 170344 members 
Mstep: Class 16 contains 131634 members 
Mstep: Class 17 contains 28749 members 
Mstep: Class 18 contains 215487 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114763 members 
Mstep: Class 23 contains 18799 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 149612 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115415 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075872.000000 Penalty: 112337.296875
Iteration 370Q: 33 clusters Score -1.810759e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18385 members 
Mstep: Class 4 contains 100152 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 118432 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40100 members 
Mstep: Class 15 contains 170415 members 
Mstep: Class 16 contains 131636 members 
Mstep: Class 17 contains 28747 members 
Mstep: Class 18 contains 215441 members 
Mstep: Class 19 contains 37163 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114765 members 
Mstep: Class 23 contains 18791 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 149295 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115392 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075920.000000 Penalty: 112337.296875
Iteration 371Q: 33 clusters Score -1.810759e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 18393 members 
Mstep: Class 4 contains 100122 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 118788 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 40099 members 
Mstep: Class 15 contains 170492 members 
Mstep: Class 16 contains 131634 members 
Mstep: Class 17 contains 28753 members 
Mstep: Class 18 contains 215388 members 
Mstep: Class 19 contains 37173 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114767 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 148956 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115366 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076352.000000 Penalty: 112337.296875
Iteration 372Q: 33 clusters Score -1.810764e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 100083 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15983 members 
Mstep: Class 7 contains 119139 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40098 members 
Mstep: Class 15 contains 170576 members 
Mstep: Class 16 contains 131632 members 
Mstep: Class 17 contains 28752 members 
Mstep: Class 18 contains 215342 members 
Mstep: Class 19 contains 37173 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114768 members 
Mstep: Class 23 contains 18778 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 148644 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115326 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076480.000000 Penalty: 112337.296875
Iteration 373Q: 33 clusters Score -1.810765e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13888 members 
Mstep: Class 3 contains 18401 members 
Mstep: Class 4 contains 100053 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 119506 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40099 members 
Mstep: Class 15 contains 170644 members 
Mstep: Class 16 contains 131630 members 
Mstep: Class 17 contains 28752 members 
Mstep: Class 18 contains 215301 members 
Mstep: Class 19 contains 37167 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114773 members 
Mstep: Class 23 contains 18772 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 148302 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115317 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076544.000000 Penalty: 112337.296875
Iteration 374Q: 33 clusters Score -1.810765e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18404 members 
Mstep: Class 4 contains 100021 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 119829 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40096 members 
Mstep: Class 15 contains 170734 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 28745 members 
Mstep: Class 18 contains 215272 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114774 members 
Mstep: Class 23 contains 18766 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 148009 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115276 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076608.000000 Penalty: 112337.296875
Iteration 375Q: 33 clusters Score -1.810766e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18404 members 
Mstep: Class 4 contains 99967 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 120140 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40097 members 
Mstep: Class 15 contains 170835 members 
Mstep: Class 16 contains 131626 members 
Mstep: Class 17 contains 28736 members 
Mstep: Class 18 contains 215250 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114775 members 
Mstep: Class 23 contains 18757 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 147699 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115279 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076944.000000 Penalty: 112337.296875
Iteration 376Q: 33 clusters Score -1.810769e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18406 members 
Mstep: Class 4 contains 99924 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 120361 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40098 members 
Mstep: Class 15 contains 170941 members 
Mstep: Class 16 contains 131625 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 215220 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 18750 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 147464 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115262 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076864.000000 Penalty: 112337.296875
Iteration 377Q: 33 clusters Score -1.810769e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18408 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16000 members 
Mstep: Class 7 contains 120552 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40099 members 
Mstep: Class 15 contains 171047 members 
Mstep: Class 16 contains 131623 members 
Mstep: Class 17 contains 28733 members 
Mstep: Class 18 contains 215184 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 18737 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 147256 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115253 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076784.000000 Penalty: 112337.296875
Iteration 378Q: 33 clusters Score -1.810768e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 99850 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16001 members 
Mstep: Class 7 contains 120715 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 40097 members 
Mstep: Class 15 contains 171172 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 215148 members 
Mstep: Class 19 contains 37146 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114775 members 
Mstep: Class 23 contains 18729 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 147043 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115267 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076752.000000 Penalty: 112337.296875
Iteration 379Q: 33 clusters Score -1.810768e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 99820 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 7 contains 120819 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40096 members 
Mstep: Class 15 contains 171311 members 
Mstep: Class 16 contains 131621 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 215126 members 
Mstep: Class 19 contains 37143 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114774 members 
Mstep: Class 23 contains 18726 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 146875 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115263 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076832.000000 Penalty: 112337.296875
Iteration 380F: 33 clusters Score -1.810768e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 99801 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16008 members 
Mstep: Class 7 contains 120902 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 171437 members 
Mstep: Class 16 contains 131620 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 215116 members 
Mstep: Class 19 contains 37143 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18716 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 146724 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115245 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076672.000000 Penalty: 112337.296875
Iteration 381Q: 33 clusters Score -1.810767e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 99781 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16008 members 
Mstep: Class 7 contains 120951 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 171550 members 
Mstep: Class 16 contains 131620 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 215105 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114784 members 
Mstep: Class 23 contains 18705 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7361 members 
Mstep: Class 26 contains 146623 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115223 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076656.000000 Penalty: 112337.296875
Iteration 382Q: 33 clusters Score -1.810767e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18425 members 
Mstep: Class 4 contains 99758 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 120971 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 171673 members 
Mstep: Class 16 contains 131615 members 
Mstep: Class 17 contains 28722 members 
Mstep: Class 18 contains 215091 members 
Mstep: Class 19 contains 37136 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114787 members 
Mstep: Class 23 contains 18697 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146532 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115215 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076880.000000 Penalty: 112337.296875
Iteration 383Q: 33 clusters Score -1.810769e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18427 members 
Mstep: Class 4 contains 99731 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16006 members 
Mstep: Class 7 contains 120925 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 40093 members 
Mstep: Class 15 contains 171803 members 
Mstep: Class 16 contains 131609 members 
Mstep: Class 17 contains 28714 members 
Mstep: Class 18 contains 215095 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114781 members 
Mstep: Class 23 contains 18691 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146504 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115210 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076800.000000 Penalty: 112337.296875
Iteration 384Q: 33 clusters Score -1.810768e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18436 members 
Mstep: Class 4 contains 99695 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16008 members 
Mstep: Class 7 contains 120832 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 171963 members 
Mstep: Class 16 contains 131606 members 
Mstep: Class 17 contains 28711 members 
Mstep: Class 18 contains 215086 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114788 members 
Mstep: Class 23 contains 18674 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146515 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115182 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076672.000000 Penalty: 112337.296875
Iteration 385Q: 33 clusters Score -1.810767e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 99664 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16007 members 
Mstep: Class 7 contains 120732 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 40094 members 
Mstep: Class 15 contains 172095 members 
Mstep: Class 16 contains 131602 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 215071 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114784 members 
Mstep: Class 23 contains 18667 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146551 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115177 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076800.000000 Penalty: 112337.296875
Iteration 386Q: 33 clusters Score -1.810768e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18443 members 
Mstep: Class 4 contains 99631 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 120628 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 172212 members 
Mstep: Class 16 contains 131596 members 
Mstep: Class 17 contains 28709 members 
Mstep: Class 18 contains 215060 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114784 members 
Mstep: Class 23 contains 18661 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146597 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115176 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076688.000000 Penalty: 112337.296875
Iteration 387Q: 33 clusters Score -1.810767e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 99600 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 120509 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 172323 members 
Mstep: Class 16 contains 131592 members 
Mstep: Class 17 contains 28712 members 
Mstep: Class 18 contains 215044 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114784 members 
Mstep: Class 23 contains 18652 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7360 members 
Mstep: Class 26 contains 146645 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115189 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076592.000000 Penalty: 112337.296875
Iteration 388Q: 33 clusters Score -1.810766e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18452 members 
Mstep: Class 4 contains 99560 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 120402 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 172430 members 
Mstep: Class 16 contains 131588 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 215032 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114788 members 
Mstep: Class 23 contains 18643 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146707 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115195 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076336.000000 Penalty: 112337.296875
Iteration 389Q: 33 clusters Score -1.810763e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 99527 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 120305 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 172498 members 
Mstep: Class 16 contains 131584 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215034 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7358 members 
Mstep: Class 26 contains 146777 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115180 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076464.000000 Penalty: 112337.296875
Iteration 390Q: 33 clusters Score -1.810765e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 99493 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 120178 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 172566 members 
Mstep: Class 16 contains 131586 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 215043 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18632 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7358 members 
Mstep: Class 26 contains 146890 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115164 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076624.000000 Penalty: 112337.296875
Iteration 391Q: 33 clusters Score -1.810766e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18466 members 
Mstep: Class 4 contains 99463 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 120084 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 40090 members 
Mstep: Class 15 contains 172626 members 
Mstep: Class 16 contains 131585 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215032 members 
Mstep: Class 19 contains 37126 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 18613 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 146993 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115157 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076736.000000 Penalty: 112337.296875
Iteration 392Q: 33 clusters Score -1.810767e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 99429 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 120011 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 40088 members 
Mstep: Class 15 contains 172686 members 
Mstep: Class 16 contains 131585 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 215022 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 18607 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 147067 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115141 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076720.000000 Penalty: 112337.296875
Iteration 393Q: 33 clusters Score -1.810767e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18477 members 
Mstep: Class 4 contains 99384 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 119928 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 40087 members 
Mstep: Class 15 contains 172741 members 
Mstep: Class 16 contains 131584 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215018 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114794 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7355 members 
Mstep: Class 26 contains 147154 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115136 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076496.000000 Penalty: 112337.296875
Iteration 394Q: 33 clusters Score -1.810765e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 4 contains 99349 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 119830 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40084 members 
Mstep: Class 15 contains 172812 members 
Mstep: Class 16 contains 131585 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 215011 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114797 members 
Mstep: Class 23 contains 18599 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7355 members 
Mstep: Class 26 contains 147246 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115117 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076688.000000 Penalty: 112337.296875
Iteration 395Q: 33 clusters Score -1.810767e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18485 members 
Mstep: Class 4 contains 99314 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16011 members 
Mstep: Class 7 contains 119734 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40083 members 
Mstep: Class 15 contains 172872 members 
Mstep: Class 16 contains 131586 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 214992 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 18591 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7355 members 
Mstep: Class 26 contains 147343 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115106 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076752.000000 Penalty: 112337.296875
Iteration 396Q: 33 clusters Score -1.810768e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 99285 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16014 members 
Mstep: Class 7 contains 119630 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40080 members 
Mstep: Class 15 contains 172923 members 
Mstep: Class 16 contains 131587 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 214995 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 114796 members 
Mstep: Class 23 contains 18572 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7355 members 
Mstep: Class 26 contains 147446 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115100 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11021 members 
Mstep: Class 32 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076768.000000 Penalty: 112337.296875
Iteration 397Q: 33 clusters Score -1.810768e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18497 members 
Mstep: Class 4 contains 99257 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 119552 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40078 members 
Mstep: Class 15 contains 172975 members 
Mstep: Class 16 contains 131582 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 214994 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18573 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7354 members 
Mstep: Class 26 contains 147520 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115089 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076816.000000 Penalty: 112337.296875
Iteration 398Q: 33 clusters Score -1.810768e+08 nChanged 339
Entering ConstructFrom: 
Score: -181076816.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -3513808.750000 Penalty: 2528.887451
	Iteration 0F: 2 clusters Score -3513809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3495353.500000 Penalty: 5057.774902
	Iteration 0F: 3 clusters Score -3495354 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3502340.250000 Penalty: 5057.774902
	Iteration 1F: 3 clusters Score -3502340 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3503468.250000 Penalty: 5057.774902
	Iteration 2F: 3 clusters Score -3503468 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3505020.250000 Penalty: 5057.774902
	Iteration 3F: 3 clusters Score -3505020 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3506984.500000 Penalty: 5057.774902
	Iteration 4F: 3 clusters Score -3506984 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3509023.500000 Penalty: 5057.774902
	Iteration 5F: 3 clusters Score -3509024 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3510667.250000 Penalty: 5057.774902
	Iteration 6F: 3 clusters Score -3510667 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3511804.750000 Penalty: 5057.774902
	Iteration 7F: 3 clusters Score -3511805 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3512614.000000 Penalty: 5057.774902
	Iteration 8Q: 3 clusters Score -3512614 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3513105.000000 Penalty: 5057.774902
	Iteration 9Q: 3 clusters Score -3513105 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3513515.750000 Penalty: 5057.774902
	Iteration 10Q: 3 clusters Score -3513516 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3513882.250000 Penalty: 5057.774902
	Iteration 11Q: 3 clusters Score -3513882 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3514028.000000 Penalty: 5057.774902
	Iteration 12Q: 3 clusters Score -3514028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3514089.750000 Penalty: 5057.774902
	Iteration 13Q: 3 clusters Score -3514090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3514114.750000 Penalty: 5057.774902
	Iteration 14Q: 3 clusters Score -3514115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3514138.500000 Penalty: 5057.774902
	Iteration 15Q: 3 clusters Score -3514138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3514155.750000 Penalty: 5057.774902
	Iteration 16Q: 3 clusters Score -3514156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3514166.750000 Penalty: 5057.774902
	Iteration 17Q: 3 clusters Score -3514167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3514179.500000 Penalty: 5057.774902
	Iteration 18Q: 3 clusters Score -3514180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3514181.250000 Penalty: 5057.774902
	Iteration 19Q: 3 clusters Score -3514181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3514199.500000 Penalty: 5057.774902
	Iteration 20F: 3 clusters Score -3514200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3514212.250000 Penalty: 5057.774902
	Iteration 21Q: 3 clusters Score -3514212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3514222.500000 Penalty: 5057.774902
	Iteration 22Q: 3 clusters Score -3514222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3514225.500000 Penalty: 5057.774902
	Iteration 23Q: 3 clusters Score -3514226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3514233.750000 Penalty: 5057.774902
	Iteration 24Q: 3 clusters Score -3514234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3514236.500000 Penalty: 5057.774902
	Iteration 25Q: 3 clusters Score -3514236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3514232.750000 Penalty: 5057.774902
	Iteration 26Q: 3 clusters Score -3514233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3514242.000000 Penalty: 5057.774902
	Iteration 27Q: 3 clusters Score -3514242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3514244.250000 Penalty: 5057.774902
	Iteration 28Q: 3 clusters Score -3514244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3514252.750000 Penalty: 5057.774902
	Iteration 29Q: 3 clusters Score -3514253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3514252.000000 Penalty: 5057.774902
	Iteration 30Q: 3 clusters Score -3514252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3514245.500000 Penalty: 5057.774902
	Iteration 31Q: 3 clusters Score -3514246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3514250.500000 Penalty: 5057.774902
	Iteration 32Q: 3 clusters Score -3514250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3514254.250000 Penalty: 5057.774902
	Iteration 33Q: 3 clusters Score -3514254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3514251.500000 Penalty: 5057.774902
	Iteration 34Q: 3 clusters Score -3514252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3514254.000000 Penalty: 5057.774902
	Iteration 35Q: 3 clusters Score -3514254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3514252.750000 Penalty: 5057.774902
	Iteration 36Q: 3 clusters Score -3514253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3514250.750000 Penalty: 5057.774902
	Iteration 37Q: 3 clusters Score -3514251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3514247.500000 Penalty: 5057.774902
	Iteration 38Q: 3 clusters Score -3514248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3514247.500000 Penalty: 5057.774902
	Iteration 39F: 3 clusters Score -3514248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 99224 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16017 members 
Mstep: Class 7 contains 119460 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 40077 members 
Mstep: Class 15 contains 173021 members 
Mstep: Class 16 contains 131583 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 214994 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114789 members 
Mstep: Class 23 contains 18561 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7354 members 
Mstep: Class 26 contains 147611 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115085 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4644 members 
Mstep: Class 33 contains 1782 members 
Entering Unmasked Estep 
Score: -181076560.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181076816.000000 to -181076560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1801061.875000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1801062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1790842.875000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1790843 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1794262.500000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1794262 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1794895.000000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1794895 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1795529.500000 Penalty: 4731.163574
	Iteration 3F: 3 clusters Score -1795530 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1796164.875000 Penalty: 4731.163574
	Iteration 4F: 3 clusters Score -1796165 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1796774.000000 Penalty: 4731.163574
	Iteration 5F: 3 clusters Score -1796774 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1797280.875000 Penalty: 4731.163574
	Iteration 6F: 3 clusters Score -1797281 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1797650.375000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1797650 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1797942.250000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1797942 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1798144.875000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1798145 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1798318.625000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1798319 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1798441.250000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1798441 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1798542.125000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1798542 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1798631.875000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1798632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1798711.750000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1798712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1798777.750000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1798778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1798834.125000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1798834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1798874.375000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1798874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1798912.500000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1798912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1798947.125000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1798947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1798975.375000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1798975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1798996.875000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1798997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1799004.875000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1799005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1799012.000000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1799012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1799024.625000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1799025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1799038.875000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1799039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1799051.750000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1799052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1799067.625000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1799068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1799075.625000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1799076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1799081.750000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1799082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1799095.250000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1799095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1799093.875000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1799094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1799102.875000 Penalty: 4731.163574
	Iteration 32Q: 3 clusters Score -1799103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1799102.500000 Penalty: 4731.163574
	Iteration 33Q: 3 clusters Score -1799102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1799102.625000 Penalty: 4731.163574
	Iteration 34Q: 3 clusters Score -1799103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1799107.875000 Penalty: 4731.163574
	Iteration 35Q: 3 clusters Score -1799108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1799110.250000 Penalty: 4731.163574
	Iteration 36Q: 3 clusters Score -1799110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1799117.000000 Penalty: 4731.163574
	Iteration 37Q: 3 clusters Score -1799117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1799118.625000 Penalty: 4731.163574
	Iteration 38Q: 3 clusters Score -1799119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1799122.625000 Penalty: 4731.163574
	Iteration 39Q: 3 clusters Score -1799123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1799125.625000 Penalty: 4731.163574
	Iteration 40F: 3 clusters Score -1799126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1799124.250000 Penalty: 4731.163574
	Iteration 41Q: 3 clusters Score -1799124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1799126.250000 Penalty: 4731.163574
	Iteration 42Q: 3 clusters Score -1799126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1799127.875000 Penalty: 4731.163574
	Iteration 43Q: 3 clusters Score -1799128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1799130.375000 Penalty: 4731.163574
	Iteration 44Q: 3 clusters Score -1799130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1799129.875000 Penalty: 4731.163574
	Iteration 45Q: 3 clusters Score -1799130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1799129.375000 Penalty: 4731.163574
	Iteration 46Q: 3 clusters Score -1799129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1799130.625000 Penalty: 4731.163574
	Iteration 47Q: 3 clusters Score -1799131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1799129.875000 Penalty: 4731.163574
	Iteration 48Q: 3 clusters Score -1799130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1799128.750000 Penalty: 4731.163574
	Iteration 49Q: 3 clusters Score -1799129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1799129.875000 Penalty: 4731.163574
	Iteration 50Q: 3 clusters Score -1799130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1799130.875000 Penalty: 4731.163574
	Iteration 51Q: 3 clusters Score -1799131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1799135.125000 Penalty: 4731.163574
	Iteration 52Q: 3 clusters Score -1799135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1799133.750000 Penalty: 4731.163574
	Iteration 53Q: 3 clusters Score -1799134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1799133.750000 Penalty: 4731.163574
	Iteration 54F: 3 clusters Score -1799134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Entering Unmasked Estep 
Score: -2414321.750000 Penalty: 2436.783936
	Iteration 0F: 2 clusters Score -2414322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2401135.500000 Penalty: 4873.567871
	Iteration 0F: 3 clusters Score -2401136 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2405478.500000 Penalty: 4873.567871
	Iteration 1F: 3 clusters Score -2405478 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2405868.750000 Penalty: 4873.567871
	Iteration 2F: 3 clusters Score -2405869 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2406202.250000 Penalty: 4873.567871
	Iteration 3Q: 3 clusters Score -2406202 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2406572.750000 Penalty: 4873.567871
	Iteration 4Q: 3 clusters Score -2406573 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2407081.000000 Penalty: 4873.567871
	Iteration 5Q: 3 clusters Score -2407081 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2407747.750000 Penalty: 4873.567871
	Iteration 6F: 3 clusters Score -2407748 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2408842.000000 Penalty: 4873.567871
	Iteration 7F: 3 clusters Score -2408842 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2410427.500000 Penalty: 4873.567871
	Iteration 8F: 3 clusters Score -2410428 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2411989.000000 Penalty: 4873.567871
	Iteration 9F: 3 clusters Score -2411989 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2412977.500000 Penalty: 4873.567871
	Iteration 10F: 3 clusters Score -2412978 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2413374.750000 Penalty: 4873.567871
	Iteration 11Q: 3 clusters Score -2413375 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2413529.250000 Penalty: 4873.567871
	Iteration 12Q: 3 clusters Score -2413529 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2413598.500000 Penalty: 4873.567871
	Iteration 13Q: 3 clusters Score -2413598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2413635.250000 Penalty: 4873.567871
	Iteration 14Q: 3 clusters Score -2413635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2413659.000000 Penalty: 4873.567871
	Iteration 15Q: 3 clusters Score -2413659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2413665.250000 Penalty: 4873.567871
	Iteration 16Q: 3 clusters Score -2413665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2413673.750000 Penalty: 4873.567871
	Iteration 17Q: 3 clusters Score -2413674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2413674.750000 Penalty: 4873.567871
	Iteration 18Q: 3 clusters Score -2413675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2413673.500000 Penalty: 4873.567871
	Iteration 19Q: 3 clusters Score -2413674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2413672.750000 Penalty: 4873.567871
	Iteration 20F: 3 clusters Score -2413673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2413673.500000 Penalty: 4873.567871
	Iteration 21Q: 3 clusters Score -2413674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2413673.000000 Penalty: 4873.567871
	Iteration 22Q: 3 clusters Score -2413673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2413674.750000 Penalty: 4873.567871
	Iteration 23Q: 3 clusters Score -2413675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2413675.250000 Penalty: 4873.567871
	Iteration 24Q: 3 clusters Score -2413675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2413673.750000 Penalty: 4873.567871
	Iteration 25Q: 3 clusters Score -2413674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2413675.000000 Penalty: 4873.567871
	Iteration 26Q: 3 clusters Score -2413675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2413674.000000 Penalty: 4873.567871
	Iteration 27Q: 3 clusters Score -2413674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2413675.750000 Penalty: 4873.567871
	Iteration 28Q: 3 clusters Score -2413676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2413675.750000 Penalty: 4873.567871
	Iteration 29Q: 3 clusters Score -2413676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2413675.500000 Penalty: 4873.567871
	Iteration 30Q: 3 clusters Score -2413676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2413677.000000 Penalty: 4873.567871
	Iteration 31Q: 3 clusters Score -2413677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2413677.250000 Penalty: 4873.567871
	Iteration 32Q: 3 clusters Score -2413677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2413678.500000 Penalty: 4873.567871
	Iteration 33Q: 3 clusters Score -2413678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2413674.250000 Penalty: 4873.567871
	Iteration 34Q: 3 clusters Score -2413674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2413677.250000 Penalty: 4873.567871
	Iteration 35Q: 3 clusters Score -2413677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2413678.250000 Penalty: 4873.567871
	Iteration 36Q: 3 clusters Score -2413678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2413678.250000 Penalty: 4873.567871
	Iteration 37F: 3 clusters Score -2413678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (99224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Entering Unmasked Estep 
Score: -13062412.000000 Penalty: 2853.273682
	Iteration 0F: 2 clusters Score -1.306241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -12996397.000000 Penalty: 5706.547363
	Iteration 0F: 3 clusters Score -1.29964e+07 nChanged 46818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -13022901.000000 Penalty: 5706.547363
	Iteration 1F: 3 clusters Score -1.30229e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -13023575.000000 Penalty: 5706.547363
	Iteration 2Q: 3 clusters Score -1.302358e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -13024199.000000 Penalty: 5706.547363
	Iteration 3Q: 3 clusters Score -1.30242e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13024833.000000 Penalty: 5706.547363
	Iteration 4Q: 3 clusters Score -1.302483e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -13025631.000000 Penalty: 5706.547363
	Iteration 5Q: 3 clusters Score -1.302563e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -13026429.000000 Penalty: 5706.547363
	Iteration 6Q: 3 clusters Score -1.302643e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -13027446.000000 Penalty: 5706.547363
	Iteration 7Q: 3 clusters Score -1.302745e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -13028730.000000 Penalty: 5706.547363
	Iteration 8Q: 3 clusters Score -1.302873e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -13030944.000000 Penalty: 5706.547363
	Iteration 9Q: 3 clusters Score -1.303094e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -13034210.000000 Penalty: 5706.547363
	Iteration 10F: 3 clusters Score -1.303421e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -13038969.000000 Penalty: 5706.547363
	Iteration 11F: 3 clusters Score -1.303897e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -13044928.000000 Penalty: 5706.547363
	Iteration 12F: 3 clusters Score -1.304493e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -13050683.000000 Penalty: 5706.547363
	Iteration 13F: 3 clusters Score -1.305068e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -13055037.000000 Penalty: 5706.547363
	Iteration 14Q: 3 clusters Score -1.305504e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -13057614.000000 Penalty: 5706.547363
	Iteration 15Q: 3 clusters Score -1.305761e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13058845.000000 Penalty: 5706.547363
	Iteration 16Q: 3 clusters Score -1.305884e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13059419.000000 Penalty: 5706.547363
	Iteration 17Q: 3 clusters Score -1.305942e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13059652.000000 Penalty: 5706.547363
	Iteration 18Q: 3 clusters Score -1.305965e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13059772.000000 Penalty: 5706.547363
	Iteration 19Q: 3 clusters Score -1.305977e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13059825.000000 Penalty: 5706.547363
	Iteration 20F: 3 clusters Score -1.305982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13059862.000000 Penalty: 5706.547363
	Iteration 21Q: 3 clusters Score -1.305986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13059868.000000 Penalty: 5706.547363
	Iteration 22Q: 3 clusters Score -1.305987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13059890.000000 Penalty: 5706.547363
	Iteration 23Q: 3 clusters Score -1.305989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13059911.000000 Penalty: 5706.547363
	Iteration 24Q: 3 clusters Score -1.305991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13059919.000000 Penalty: 5706.547363
	Iteration 25Q: 3 clusters Score -1.305992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13059926.000000 Penalty: 5706.547363
	Iteration 26Q: 3 clusters Score -1.305993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13059928.000000 Penalty: 5706.547363
	Iteration 27Q: 3 clusters Score -1.305993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13059929.000000 Penalty: 5706.547363
	Iteration 28Q: 3 clusters Score -1.305993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13059925.000000 Penalty: 5706.547363
	Iteration 29Q: 3 clusters Score -1.305992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13059927.000000 Penalty: 5706.547363
	Iteration 30Q: 3 clusters Score -1.305993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13059926.000000 Penalty: 5706.547363
	Iteration 31Q: 3 clusters Score -1.305993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13059926.000000 Penalty: 5706.547363
	Iteration 32F: 3 clusters Score -1.305993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100676.679688 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100676.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100917.328125 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -100917.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101018.171875 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101087.742188 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101087.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101129.054688 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101156.429688 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101188.195312 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101208.140625 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101210.687500 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101213.460938 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101217.648438 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101223.085938 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101224.164062 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101226.632812 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101227.679688 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101229.187500 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101229.187500 Penalty: 3320.502686
	Iteration 16F: 3 clusters Score -101229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Entering Unmasked Estep 
Score: -2096277.875000 Penalty: 2400.988770
	Iteration 0F: 2 clusters Score -2096278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2084770.750000 Penalty: 4801.977539
	Iteration 0F: 3 clusters Score -2084771 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2088815.250000 Penalty: 4801.977539
	Iteration 1F: 3 clusters Score -2088815 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2089487.875000 Penalty: 4801.977539
	Iteration 2F: 3 clusters Score -2089488 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2090173.750000 Penalty: 4801.977539
	Iteration 3F: 3 clusters Score -2090174 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2090848.500000 Penalty: 4801.977539
	Iteration 4F: 3 clusters Score -2090848 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2091521.875000 Penalty: 4801.977539
	Iteration 5F: 3 clusters Score -2091522 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2092157.125000 Penalty: 4801.977539
	Iteration 6F: 3 clusters Score -2092157 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2092667.875000 Penalty: 4801.977539
	Iteration 7Q: 3 clusters Score -2092668 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2093097.875000 Penalty: 4801.977539
	Iteration 8Q: 3 clusters Score -2093098 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2093417.750000 Penalty: 4801.977539
	Iteration 9Q: 3 clusters Score -2093418 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2093639.250000 Penalty: 4801.977539
	Iteration 10Q: 3 clusters Score -2093639 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2093799.375000 Penalty: 4801.977539
	Iteration 11Q: 3 clusters Score -2093799 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2093940.375000 Penalty: 4801.977539
	Iteration 12Q: 3 clusters Score -2093940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2094082.750000 Penalty: 4801.977539
	Iteration 13Q: 3 clusters Score -2094083 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2094179.375000 Penalty: 4801.977539
	Iteration 14Q: 3 clusters Score -2094179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2094277.875000 Penalty: 4801.977539
	Iteration 15Q: 3 clusters Score -2094278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2094353.375000 Penalty: 4801.977539
	Iteration 16Q: 3 clusters Score -2094353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2094419.500000 Penalty: 4801.977539
	Iteration 17Q: 3 clusters Score -2094420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2094479.250000 Penalty: 4801.977539
	Iteration 18Q: 3 clusters Score -2094479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2094519.375000 Penalty: 4801.977539
	Iteration 19Q: 3 clusters Score -2094519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2094553.750000 Penalty: 4801.977539
	Iteration 20F: 3 clusters Score -2094554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2094592.500000 Penalty: 4801.977539
	Iteration 21Q: 3 clusters Score -2094592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2094627.125000 Penalty: 4801.977539
	Iteration 22Q: 3 clusters Score -2094627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2094658.875000 Penalty: 4801.977539
	Iteration 23Q: 3 clusters Score -2094659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2094689.625000 Penalty: 4801.977539
	Iteration 24Q: 3 clusters Score -2094690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2094717.625000 Penalty: 4801.977539
	Iteration 25Q: 3 clusters Score -2094718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2094741.250000 Penalty: 4801.977539
	Iteration 26Q: 3 clusters Score -2094741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2094775.875000 Penalty: 4801.977539
	Iteration 27Q: 3 clusters Score -2094776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2094801.750000 Penalty: 4801.977539
	Iteration 28Q: 3 clusters Score -2094802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2094814.250000 Penalty: 4801.977539
	Iteration 29Q: 3 clusters Score -2094814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2094831.125000 Penalty: 4801.977539
	Iteration 30Q: 3 clusters Score -2094831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2094841.250000 Penalty: 4801.977539
	Iteration 31Q: 3 clusters Score -2094841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2094849.000000 Penalty: 4801.977539
	Iteration 32Q: 3 clusters Score -2094849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2094856.250000 Penalty: 4801.977539
	Iteration 33Q: 3 clusters Score -2094856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2094855.125000 Penalty: 4801.977539
	Iteration 34Q: 3 clusters Score -2094855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2094857.750000 Penalty: 4801.977539
	Iteration 35Q: 3 clusters Score -2094858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2094859.875000 Penalty: 4801.977539
	Iteration 36Q: 3 clusters Score -2094860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2094862.625000 Penalty: 4801.977539
	Iteration 37Q: 3 clusters Score -2094863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2094862.625000 Penalty: 4801.977539
	Iteration 38F: 3 clusters Score -2094863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Entering Unmasked Estep 
Score: -16089426.000000 Penalty: 2899.302734
	Iteration 0F: 2 clusters Score -1.608943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -16010170.000000 Penalty: 5798.605469
	Iteration 0F: 3 clusters Score -1.601017e+07 nChanged 56703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -16042417.000000 Penalty: 5798.605469
	Iteration 1F: 3 clusters Score -1.604242e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -16043083.000000 Penalty: 5798.605469
	Iteration 2Q: 3 clusters Score -1.604308e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -16043927.000000 Penalty: 5798.605469
	Iteration 3Q: 3 clusters Score -1.604393e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -16045124.000000 Penalty: 5798.605469
	Iteration 4Q: 3 clusters Score -1.604512e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -16047024.000000 Penalty: 5798.605469
	Iteration 5Q: 3 clusters Score -1.604702e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -16050456.000000 Penalty: 5798.605469
	Iteration 6F: 3 clusters Score -1.605046e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -16056279.000000 Penalty: 5798.605469
	Iteration 7F: 3 clusters Score -1.605628e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -16065064.000000 Penalty: 5798.605469
	Iteration 8F: 3 clusters Score -1.606506e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -16074995.000000 Penalty: 5798.605469
	Iteration 9F: 3 clusters Score -1.6075e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -16082182.000000 Penalty: 5798.605469
	Iteration 10F: 3 clusters Score -1.608218e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16085458.000000 Penalty: 5798.605469
	Iteration 11Q: 3 clusters Score -1.608546e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16086371.000000 Penalty: 5798.605469
	Iteration 12Q: 3 clusters Score -1.608637e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16086660.000000 Penalty: 5798.605469
	Iteration 13Q: 3 clusters Score -1.608666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16086721.000000 Penalty: 5798.605469
	Iteration 14Q: 3 clusters Score -1.608672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16086745.000000 Penalty: 5798.605469
	Iteration 15Q: 3 clusters Score -1.608674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16086766.000000 Penalty: 5798.605469
	Iteration 16Q: 3 clusters Score -1.608677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16086770.000000 Penalty: 5798.605469
	Iteration 17Q: 3 clusters Score -1.608677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16086779.000000 Penalty: 5798.605469
	Iteration 18Q: 3 clusters Score -1.608678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16086786.000000 Penalty: 5798.605469
	Iteration 19Q: 3 clusters Score -1.608679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16086789.000000 Penalty: 5798.605469
	Iteration 20F: 3 clusters Score -1.608679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16086794.000000 Penalty: 5798.605469
	Iteration 21Q: 3 clusters Score -1.608679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16086794.000000 Penalty: 5798.605469
	Iteration 22F: 3 clusters Score -1.608679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -681063.937500 Penalty: 2119.835205
	Iteration 0F: 2 clusters Score -681063.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -676451.187500 Penalty: 4239.670410
	Iteration 0F: 3 clusters Score -676451.2 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -677605.812500 Penalty: 4239.670410
	Iteration 1F: 3 clusters Score -677605.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -677854.000000 Penalty: 4239.670410
	Iteration 2F: 3 clusters Score -677854 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -678094.125000 Penalty: 4239.670410
	Iteration 3F: 3 clusters Score -678094.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -678321.750000 Penalty: 4239.670410
	Iteration 4F: 3 clusters Score -678321.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -678556.125000 Penalty: 4239.670410
	Iteration 5F: 3 clusters Score -678556.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -678774.875000 Penalty: 4239.670410
	Iteration 6F: 3 clusters Score -678774.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -679004.062500 Penalty: 4239.670410
	Iteration 7Q: 3 clusters Score -679004.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -679279.375000 Penalty: 4239.670410
	Iteration 8Q: 3 clusters Score -679279.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -679570.875000 Penalty: 4239.670410
	Iteration 9Q: 3 clusters Score -679570.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -679869.250000 Penalty: 4239.670410
	Iteration 10Q: 3 clusters Score -679869.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -680077.125000 Penalty: 4239.670410
	Iteration 11Q: 3 clusters Score -680077.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -680194.062500 Penalty: 4239.670410
	Iteration 12Q: 3 clusters Score -680194.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -680263.062500 Penalty: 4239.670410
	Iteration 13Q: 3 clusters Score -680263.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -680314.812500 Penalty: 4239.670410
	Iteration 14Q: 3 clusters Score -680314.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -680330.000000 Penalty: 4239.670410
	Iteration 15Q: 3 clusters Score -680330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -680337.125000 Penalty: 4239.670410
	Iteration 16Q: 3 clusters Score -680337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -680336.812500 Penalty: 4239.670410
	Iteration 17Q: 3 clusters Score -680336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -680338.812500 Penalty: 4239.670410
	Iteration 18Q: 3 clusters Score -680338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -680339.750000 Penalty: 4239.670410
	Iteration 19Q: 3 clusters Score -680339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -680340.125000 Penalty: 4239.670410
	Iteration 20F: 3 clusters Score -680340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1841315.500000 Penalty: 2369.778809
	Iteration 0F: 2 clusters Score -1841316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1831035.625000 Penalty: 4739.557617
	Iteration 0F: 3 clusters Score -1831036 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1834452.000000 Penalty: 4739.557617
	Iteration 1F: 3 clusters Score -1834452 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1835012.375000 Penalty: 4739.557617
	Iteration 2F: 3 clusters Score -1835012 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1835554.125000 Penalty: 4739.557617
	Iteration 3F: 3 clusters Score -1835554 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1836139.500000 Penalty: 4739.557617
	Iteration 4F: 3 clusters Score -1836140 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1836546.125000 Penalty: 4739.557617
	Iteration 5F: 3 clusters Score -1836546 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1836840.750000 Penalty: 4739.557617
	Iteration 6Q: 3 clusters Score -1836841 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1837114.125000 Penalty: 4739.557617
	Iteration 7Q: 3 clusters Score -1837114 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1837410.875000 Penalty: 4739.557617
	Iteration 8Q: 3 clusters Score -1837411 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1837756.250000 Penalty: 4739.557617
	Iteration 9Q: 3 clusters Score -1837756 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1838165.000000 Penalty: 4739.557617
	Iteration 10Q: 3 clusters Score -1838165 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1838579.375000 Penalty: 4739.557617
	Iteration 11Q: 3 clusters Score -1838579 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1838977.000000 Penalty: 4739.557617
	Iteration 12Q: 3 clusters Score -1838977 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1839317.125000 Penalty: 4739.557617
	Iteration 13Q: 3 clusters Score -1839317 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1839597.750000 Penalty: 4739.557617
	Iteration 14Q: 3 clusters Score -1839598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1839854.125000 Penalty: 4739.557617
	Iteration 15Q: 3 clusters Score -1839854 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1840043.500000 Penalty: 4739.557617
	Iteration 16Q: 3 clusters Score -1840044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1840158.375000 Penalty: 4739.557617
	Iteration 17Q: 3 clusters Score -1840158 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1840229.875000 Penalty: 4739.557617
	Iteration 18Q: 3 clusters Score -1840230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1840290.000000 Penalty: 4739.557617
	Iteration 19Q: 3 clusters Score -1840290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1840317.125000 Penalty: 4739.557617
	Iteration 20F: 3 clusters Score -1840317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1840345.875000 Penalty: 4739.557617
	Iteration 21Q: 3 clusters Score -1840346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1840378.250000 Penalty: 4739.557617
	Iteration 22Q: 3 clusters Score -1840378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1840405.750000 Penalty: 4739.557617
	Iteration 23Q: 3 clusters Score -1840406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1840420.125000 Penalty: 4739.557617
	Iteration 24Q: 3 clusters Score -1840420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1840437.125000 Penalty: 4739.557617
	Iteration 25Q: 3 clusters Score -1840437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1840454.000000 Penalty: 4739.557617
	Iteration 26Q: 3 clusters Score -1840454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1840461.250000 Penalty: 4739.557617
	Iteration 27Q: 3 clusters Score -1840461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1840467.875000 Penalty: 4739.557617
	Iteration 28Q: 3 clusters Score -1840468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1840467.125000 Penalty: 4739.557617
	Iteration 29Q: 3 clusters Score -1840467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1840472.250000 Penalty: 4739.557617
	Iteration 30Q: 3 clusters Score -1840472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1840466.500000 Penalty: 4739.557617
	Iteration 31Q: 3 clusters Score -1840466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1840469.250000 Penalty: 4739.557617
	Iteration 32Q: 3 clusters Score -1840469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1840469.750000 Penalty: 4739.557617
	Iteration 33Q: 3 clusters Score -1840470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1840470.750000 Penalty: 4739.557617
	Iteration 34Q: 3 clusters Score -1840471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1840475.875000 Penalty: 4739.557617
	Iteration 35Q: 3 clusters Score -1840476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1840477.500000 Penalty: 4739.557617
	Iteration 36Q: 3 clusters Score -1840478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1840483.125000 Penalty: 4739.557617
	Iteration 37Q: 3 clusters Score -1840483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1840477.750000 Penalty: 4739.557617
	Iteration 38Q: 3 clusters Score -1840478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1840479.125000 Penalty: 4739.557617
	Iteration 39Q: 3 clusters Score -1840479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1840483.875000 Penalty: 4739.557617
	Iteration 40F: 3 clusters Score -1840484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1840483.625000 Penalty: 4739.557617
	Iteration 41Q: 3 clusters Score -1840484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1840483.625000 Penalty: 4739.557617
	Iteration 42F: 3 clusters Score -1840484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -537764.250000 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -537764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -533862.062500 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -533862.1 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -534730.250000 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -534730.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -534904.750000 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -534904.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535007.500000 Penalty: 4108.111816
	Iteration 3Q: 3 clusters Score -535007.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535071.187500 Penalty: 4108.111816
	Iteration 4Q: 3 clusters Score -535071.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -535121.687500 Penalty: 4108.111816
	Iteration 5Q: 3 clusters Score -535121.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535154.625000 Penalty: 4108.111816
	Iteration 6Q: 3 clusters Score -535154.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -535184.125000 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -535184.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535207.000000 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -535207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535223.312500 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -535223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -535235.875000 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -535235.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -535242.625000 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -535242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535247.875000 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -535247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -535253.187500 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -535253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -535255.125000 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -535255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -535257.687500 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -535257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535259.625000 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -535259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535263.187500 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -535263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535263.062500 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -535263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -535266.125000 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -535266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535268.375000 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -535268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -535269.000000 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -535269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -535271.875000 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -535271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -535274.562500 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -535274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535274.625000 Penalty: 4108.111816
	Iteration 24Q: 3 clusters Score -535274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -535274.562500 Penalty: 4108.111816
	Iteration 25Q: 3 clusters Score -535274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -535274.562500 Penalty: 4108.111816
	Iteration 26F: 3 clusters Score -535274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -51193.765625 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -51193.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49846.488281 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49846.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50021.019531 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -50021.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50068.941406 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -50068.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50090.441406 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -50090.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50100.515625 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -50100.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50118.496094 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -50118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50128.343750 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -50128.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50138.894531 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -50138.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50140.773438 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -50140.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50140.773438 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -50140.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -1198751.375000 Penalty: 2259.299316
	Iteration 0F: 2 clusters Score -1198751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1191671.750000 Penalty: 4518.598633
	Iteration 0F: 3 clusters Score -1191672 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1193675.750000 Penalty: 4518.598633
	Iteration 1F: 3 clusters Score -1193676 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1193978.250000 Penalty: 4518.598633
	Iteration 2F: 3 clusters Score -1193978 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1194198.875000 Penalty: 4518.598633
	Iteration 3F: 3 clusters Score -1194199 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1194362.250000 Penalty: 4518.598633
	Iteration 4Q: 3 clusters Score -1194362 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1194519.875000 Penalty: 4518.598633
	Iteration 5Q: 3 clusters Score -1194520 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1194698.750000 Penalty: 4518.598633
	Iteration 6Q: 3 clusters Score -1194699 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1194874.000000 Penalty: 4518.598633
	Iteration 7Q: 3 clusters Score -1194874 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1195084.875000 Penalty: 4518.598633
	Iteration 8Q: 3 clusters Score -1195085 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1195321.250000 Penalty: 4518.598633
	Iteration 9Q: 3 clusters Score -1195321 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1195593.875000 Penalty: 4518.598633
	Iteration 10Q: 3 clusters Score -1195594 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1195847.625000 Penalty: 4518.598633
	Iteration 11Q: 3 clusters Score -1195848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1196074.250000 Penalty: 4518.598633
	Iteration 12Q: 3 clusters Score -1196074 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1196288.875000 Penalty: 4518.598633
	Iteration 13Q: 3 clusters Score -1196289 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1196437.500000 Penalty: 4518.598633
	Iteration 14Q: 3 clusters Score -1196438 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1196537.500000 Penalty: 4518.598633
	Iteration 15Q: 3 clusters Score -1196538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1196617.375000 Penalty: 4518.598633
	Iteration 16Q: 3 clusters Score -1196617 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1196672.875000 Penalty: 4518.598633
	Iteration 17Q: 3 clusters Score -1196673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1196707.750000 Penalty: 4518.598633
	Iteration 18Q: 3 clusters Score -1196708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1196733.500000 Penalty: 4518.598633
	Iteration 19Q: 3 clusters Score -1196734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1196754.875000 Penalty: 4518.598633
	Iteration 20F: 3 clusters Score -1196755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1196772.000000 Penalty: 4518.598633
	Iteration 21Q: 3 clusters Score -1196772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1196785.250000 Penalty: 4518.598633
	Iteration 22Q: 3 clusters Score -1196785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1196798.000000 Penalty: 4518.598633
	Iteration 23Q: 3 clusters Score -1196798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1196811.500000 Penalty: 4518.598633
	Iteration 24Q: 3 clusters Score -1196812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1196827.125000 Penalty: 4518.598633
	Iteration 25Q: 3 clusters Score -1196827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1196843.375000 Penalty: 4518.598633
	Iteration 26Q: 3 clusters Score -1196843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1196857.250000 Penalty: 4518.598633
	Iteration 27Q: 3 clusters Score -1196857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1196865.750000 Penalty: 4518.598633
	Iteration 28Q: 3 clusters Score -1196866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1196878.750000 Penalty: 4518.598633
	Iteration 29Q: 3 clusters Score -1196879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1196883.750000 Penalty: 4518.598633
	Iteration 30Q: 3 clusters Score -1196884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1196895.000000 Penalty: 4518.598633
	Iteration 31Q: 3 clusters Score -1196895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1196900.625000 Penalty: 4518.598633
	Iteration 32Q: 3 clusters Score -1196901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1196906.500000 Penalty: 4518.598633
	Iteration 33Q: 3 clusters Score -1196906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1196911.750000 Penalty: 4518.598633
	Iteration 34Q: 3 clusters Score -1196912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1196916.250000 Penalty: 4518.598633
	Iteration 35Q: 3 clusters Score -1196916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1196921.375000 Penalty: 4518.598633
	Iteration 36Q: 3 clusters Score -1196921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1196926.000000 Penalty: 4518.598633
	Iteration 37Q: 3 clusters Score -1196926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1196930.250000 Penalty: 4518.598633
	Iteration 38Q: 3 clusters Score -1196930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1196932.250000 Penalty: 4518.598633
	Iteration 39Q: 3 clusters Score -1196932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1196931.000000 Penalty: 4518.598633
	Iteration 40F: 3 clusters Score -1196931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1196933.625000 Penalty: 4518.598633
	Iteration 41Q: 3 clusters Score -1196934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1196934.875000 Penalty: 4518.598633
	Iteration 42Q: 3 clusters Score -1196935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1196935.375000 Penalty: 4518.598633
	Iteration 43Q: 3 clusters Score -1196935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1196935.375000 Penalty: 4518.598633
	Iteration 44Q: 3 clusters Score -1196935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1196936.375000 Penalty: 4518.598633
	Iteration 45Q: 3 clusters Score -1196936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1196934.875000 Penalty: 4518.598633
	Iteration 46Q: 3 clusters Score -1196935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1196934.875000 Penalty: 4518.598633
	Iteration 47F: 3 clusters Score -1196935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -892594.437500 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -892594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -886725.937500 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -886725.9 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -888378.937500 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -888378.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -888734.375000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -888734.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -889067.312500 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -889067.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -889446.312500 Penalty: 4402.419434
	Iteration 4F: 3 clusters Score -889446.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -889895.125000 Penalty: 4402.419434
	Iteration 5F: 3 clusters Score -889895.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -890382.750000 Penalty: 4402.419434
	Iteration 6F: 3 clusters Score -890382.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -890813.625000 Penalty: 4402.419434
	Iteration 7F: 3 clusters Score -890813.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -891138.687500 Penalty: 4402.419434
	Iteration 8F: 3 clusters Score -891138.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -891343.500000 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -891343.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -891479.062500 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -891479.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -891545.562500 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -891545.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -891582.062500 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -891582.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -891615.375000 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -891615.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -891638.062500 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -891638.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -891647.562500 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -891647.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -891652.312500 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -891652.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -891655.062500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -891655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -891660.437500 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -891660.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -891663.250000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -891663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -891665.125000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -891665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -891668.375000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -891668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -891669.000000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -891669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -891672.750000 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -891672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -891675.187500 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -891675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -891677.250000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -891677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -891678.312500 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -891678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -891677.562500 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -891677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -891678.812500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -891678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -891678.812500 Penalty: 4402.419434
	Iteration 29F: 3 clusters Score -891678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Entering Unmasked Estep 
Score: -5437098.500000 Penalty: 2628.442139
	Iteration 0F: 2 clusters Score -5437098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5410030.000000 Penalty: 5256.884277
	Iteration 0F: 3 clusters Score -5410030 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5420115.500000 Penalty: 5256.884277
	Iteration 1F: 3 clusters Score -5420116 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5420681.500000 Penalty: 5256.884277
	Iteration 2Q: 3 clusters Score -5420682 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5421245.500000 Penalty: 5256.884277
	Iteration 3Q: 3 clusters Score -5421246 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5421831.500000 Penalty: 5256.884277
	Iteration 4Q: 3 clusters Score -5421832 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5422430.000000 Penalty: 5256.884277
	Iteration 5Q: 3 clusters Score -5422430 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5423139.500000 Penalty: 5256.884277
	Iteration 6Q: 3 clusters Score -5423140 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5424056.000000 Penalty: 5256.884277
	Iteration 7Q: 3 clusters Score -5424056 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5425111.000000 Penalty: 5256.884277
	Iteration 8Q: 3 clusters Score -5425111 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5426442.000000 Penalty: 5256.884277
	Iteration 9F: 3 clusters Score -5426442 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5427602.000000 Penalty: 5256.884277
	Iteration 10Q: 3 clusters Score -5427602 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -5428487.500000 Penalty: 5256.884277
	Iteration 11Q: 3 clusters Score -5428488 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -5429087.000000 Penalty: 5256.884277
	Iteration 12Q: 3 clusters Score -5429087 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5429550.500000 Penalty: 5256.884277
	Iteration 13Q: 3 clusters Score -5429550 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5429793.000000 Penalty: 5256.884277
	Iteration 14Q: 3 clusters Score -5429793 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5430000.000000 Penalty: 5256.884277
	Iteration 15Q: 3 clusters Score -5430000 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -5430158.500000 Penalty: 5256.884277
	Iteration 16Q: 3 clusters Score -5430158 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -5430289.500000 Penalty: 5256.884277
	Iteration 17Q: 3 clusters Score -5430290 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -5430445.500000 Penalty: 5256.884277
	Iteration 18Q: 3 clusters Score -5430446 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5430609.000000 Penalty: 5256.884277
	Iteration 19Q: 3 clusters Score -5430609 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5430722.000000 Penalty: 5256.884277
	Iteration 20F: 3 clusters Score -5430722 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5430872.000000 Penalty: 5256.884277
	Iteration 21Q: 3 clusters Score -5430872 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -5431048.500000 Penalty: 5256.884277
	Iteration 22Q: 3 clusters Score -5431048 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5431188.500000 Penalty: 5256.884277
	Iteration 23Q: 3 clusters Score -5431188 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5431381.500000 Penalty: 5256.884277
	Iteration 24Q: 3 clusters Score -5431382 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5431578.500000 Penalty: 5256.884277
	Iteration 25Q: 3 clusters Score -5431578 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -5431788.000000 Penalty: 5256.884277
	Iteration 26Q: 3 clusters Score -5431788 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5432014.500000 Penalty: 5256.884277
	Iteration 27Q: 3 clusters Score -5432014 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5432234.500000 Penalty: 5256.884277
	Iteration 28Q: 3 clusters Score -5432234 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5432495.000000 Penalty: 5256.884277
	Iteration 29Q: 3 clusters Score -5432495 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5432714.000000 Penalty: 5256.884277
	Iteration 30Q: 3 clusters Score -5432714 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5432981.500000 Penalty: 5256.884277
	Iteration 31Q: 3 clusters Score -5432982 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -5433242.500000 Penalty: 5256.884277
	Iteration 32Q: 3 clusters Score -5433242 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -5433487.000000 Penalty: 5256.884277
	Iteration 33Q: 3 clusters Score -5433487 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -5433754.000000 Penalty: 5256.884277
	Iteration 34Q: 3 clusters Score -5433754 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5434001.000000 Penalty: 5256.884277
	Iteration 35Q: 3 clusters Score -5434001 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5434181.500000 Penalty: 5256.884277
	Iteration 36Q: 3 clusters Score -5434182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5434334.000000 Penalty: 5256.884277
	Iteration 37Q: 3 clusters Score -5434334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5434442.500000 Penalty: 5256.884277
	Iteration 38Q: 3 clusters Score -5434442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5434507.000000 Penalty: 5256.884277
	Iteration 39Q: 3 clusters Score -5434507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5434586.000000 Penalty: 5256.884277
	Iteration 40F: 3 clusters Score -5434586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5434622.000000 Penalty: 5256.884277
	Iteration 41Q: 3 clusters Score -5434622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5434654.000000 Penalty: 5256.884277
	Iteration 42Q: 3 clusters Score -5434654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5434679.000000 Penalty: 5256.884277
	Iteration 43Q: 3 clusters Score -5434679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5434698.000000 Penalty: 5256.884277
	Iteration 44Q: 3 clusters Score -5434698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5434720.000000 Penalty: 5256.884277
	Iteration 45Q: 3 clusters Score -5434720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5434736.500000 Penalty: 5256.884277
	Iteration 46Q: 3 clusters Score -5434736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -5434764.500000 Penalty: 5256.884277
	Iteration 47Q: 3 clusters Score -5434764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -5434781.000000 Penalty: 5256.884277
	Iteration 48Q: 3 clusters Score -5434781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5434786.000000 Penalty: 5256.884277
	Iteration 49Q: 3 clusters Score -5434786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5434795.500000 Penalty: 5256.884277
	Iteration 50Q: 3 clusters Score -5434796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5434806.000000 Penalty: 5256.884277
	Iteration 51Q: 3 clusters Score -5434806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5434811.000000 Penalty: 5256.884277
	Iteration 52Q: 3 clusters Score -5434811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -5434816.000000 Penalty: 5256.884277
	Iteration 53Q: 3 clusters Score -5434816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5434822.500000 Penalty: 5256.884277
	Iteration 54Q: 3 clusters Score -5434822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5434823.000000 Penalty: 5256.884277
	Iteration 55Q: 3 clusters Score -5434823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5434829.500000 Penalty: 5256.884277
	Iteration 56Q: 3 clusters Score -5434830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5434832.500000 Penalty: 5256.884277
	Iteration 57Q: 3 clusters Score -5434832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5434834.000000 Penalty: 5256.884277
	Iteration 58Q: 3 clusters Score -5434834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5434834.500000 Penalty: 5256.884277
	Iteration 59Q: 3 clusters Score -5434834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5434835.500000 Penalty: 5256.884277
	Iteration 60F: 3 clusters Score -5434836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5434839.000000 Penalty: 5256.884277
	Iteration 61Q: 3 clusters Score -5434839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5434852.500000 Penalty: 5256.884277
	Iteration 62Q: 3 clusters Score -5434852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -5434851.500000 Penalty: 5256.884277
	Iteration 63Q: 3 clusters Score -5434852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5434845.500000 Penalty: 5256.884277
	Iteration 64Q: 3 clusters Score -5434846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5434849.000000 Penalty: 5256.884277
	Iteration 65Q: 3 clusters Score -5434849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5434850.000000 Penalty: 5256.884277
	Iteration 66Q: 3 clusters Score -5434850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5434853.000000 Penalty: 5256.884277
	Iteration 67Q: 3 clusters Score -5434853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5434853.000000 Penalty: 5256.884277
	Iteration 68F: 3 clusters Score -5434853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Entering Unmasked Estep 
Score: -23043582.000000 Penalty: 2991.169922
	Iteration 0F: 2 clusters Score -2.304358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -22934998.000000 Penalty: 5982.339844
	Iteration 0F: 3 clusters Score -2.2935e+07 nChanged 82813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -22983894.000000 Penalty: 5982.339844
	Iteration 1F: 3 clusters Score -2.298389e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -22985094.000000 Penalty: 5982.339844
	Iteration 2Q: 3 clusters Score -2.298509e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -22986438.000000 Penalty: 5982.339844
	Iteration 3Q: 3 clusters Score -2.298644e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -22988424.000000 Penalty: 5982.339844
	Iteration 4Q: 3 clusters Score -2.298842e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -22991282.000000 Penalty: 5982.339844
	Iteration 5Q: 3 clusters Score -2.299128e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 103849 members 
Entering Unmasked Estep 
Score: -22996102.000000 Penalty: 5982.339844
	Iteration 6F: 3 clusters Score -2.29961e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -23003400.000000 Penalty: 5982.339844
	Iteration 7F: 3 clusters Score -2.30034e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -23013120.000000 Penalty: 5982.339844
	Iteration 8F: 3 clusters Score -2.301312e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -23021456.000000 Penalty: 5982.339844
	Iteration 9F: 3 clusters Score -2.302146e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -23026130.000000 Penalty: 5982.339844
	Iteration 10Q: 3 clusters Score -2.302613e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -23028324.000000 Penalty: 5982.339844
	Iteration 11Q: 3 clusters Score -2.302832e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 133879 members 
Entering Unmasked Estep 
Score: -23029928.000000 Penalty: 5982.339844
	Iteration 12Q: 3 clusters Score -2.302993e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -23031470.000000 Penalty: 5982.339844
	Iteration 13Q: 3 clusters Score -2.303147e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 139890 members 
Entering Unmasked Estep 
Score: -23032906.000000 Penalty: 5982.339844
	Iteration 14Q: 3 clusters Score -2.303291e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -23034296.000000 Penalty: 5982.339844
	Iteration 15Q: 3 clusters Score -2.30343e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -23035374.000000 Penalty: 5982.339844
	Iteration 16Q: 3 clusters Score -2.303537e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -23036052.000000 Penalty: 5982.339844
	Iteration 17Q: 3 clusters Score -2.303605e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -23036872.000000 Penalty: 5982.339844
	Iteration 18Q: 3 clusters Score -2.303687e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -23037282.000000 Penalty: 5982.339844
	Iteration 19Q: 3 clusters Score -2.303728e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -23037740.000000 Penalty: 5982.339844
	Iteration 20F: 3 clusters Score -2.303774e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -23038124.000000 Penalty: 5982.339844
	Iteration 21Q: 3 clusters Score -2.303812e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -23038398.000000 Penalty: 5982.339844
	Iteration 22Q: 3 clusters Score -2.30384e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -23038764.000000 Penalty: 5982.339844
	Iteration 23Q: 3 clusters Score -2.303876e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -23039018.000000 Penalty: 5982.339844
	Iteration 24Q: 3 clusters Score -2.303902e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 160138 members 
Entering Unmasked Estep 
Score: -23039264.000000 Penalty: 5982.339844
	Iteration 25Q: 3 clusters Score -2.303926e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -23039530.000000 Penalty: 5982.339844
	Iteration 26Q: 3 clusters Score -2.303953e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -23039800.000000 Penalty: 5982.339844
	Iteration 27Q: 3 clusters Score -2.30398e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -23039972.000000 Penalty: 5982.339844
	Iteration 28Q: 3 clusters Score -2.303997e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -23040070.000000 Penalty: 5982.339844
	Iteration 29Q: 3 clusters Score -2.304007e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -23040190.000000 Penalty: 5982.339844
	Iteration 30Q: 3 clusters Score -2.304019e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -23040340.000000 Penalty: 5982.339844
	Iteration 31Q: 3 clusters Score -2.304034e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -23040532.000000 Penalty: 5982.339844
	Iteration 32Q: 3 clusters Score -2.304053e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 166437 members 
Entering Unmasked Estep 
Score: -23040650.000000 Penalty: 5982.339844
	Iteration 33Q: 3 clusters Score -2.304065e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 166985 members 
Entering Unmasked Estep 
Score: -23040730.000000 Penalty: 5982.339844
	Iteration 34Q: 3 clusters Score -2.304073e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -23040844.000000 Penalty: 5982.339844
	Iteration 35Q: 3 clusters Score -2.304084e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -23040852.000000 Penalty: 5982.339844
	Iteration 36Q: 3 clusters Score -2.304085e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -23040860.000000 Penalty: 5982.339844
	Iteration 37Q: 3 clusters Score -2.304086e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 168501 members 
Entering Unmasked Estep 
Score: -23040960.000000 Penalty: 5982.339844
	Iteration 38Q: 3 clusters Score -2.304096e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -23040966.000000 Penalty: 5982.339844
	Iteration 39Q: 3 clusters Score -2.304097e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -23040982.000000 Penalty: 5982.339844
	Iteration 40F: 3 clusters Score -2.304098e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -23041010.000000 Penalty: 5982.339844
	Iteration 41Q: 3 clusters Score -2.304101e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -23041048.000000 Penalty: 5982.339844
	Iteration 42Q: 3 clusters Score -2.304105e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -23041074.000000 Penalty: 5982.339844
	Iteration 43Q: 3 clusters Score -2.304107e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -23041102.000000 Penalty: 5982.339844
	Iteration 44Q: 3 clusters Score -2.30411e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -23041150.000000 Penalty: 5982.339844
	Iteration 45Q: 3 clusters Score -2.304115e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -23041170.000000 Penalty: 5982.339844
	Iteration 46Q: 3 clusters Score -2.304117e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -23041168.000000 Penalty: 5982.339844
	Iteration 47Q: 3 clusters Score -2.304117e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -23041204.000000 Penalty: 5982.339844
	Iteration 48Q: 3 clusters Score -2.30412e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 170323 members 
Entering Unmasked Estep 
Score: -23041192.000000 Penalty: 5982.339844
	Iteration 49Q: 3 clusters Score -2.304119e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 170399 members 
Entering Unmasked Estep 
Score: -23041202.000000 Penalty: 5982.339844
	Iteration 50Q: 3 clusters Score -2.30412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -23041236.000000 Penalty: 5982.339844
	Iteration 51Q: 3 clusters Score -2.304124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -23041244.000000 Penalty: 5982.339844
	Iteration 52Q: 3 clusters Score -2.304124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -23041206.000000 Penalty: 5982.339844
	Iteration 53Q: 3 clusters Score -2.304121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -23041216.000000 Penalty: 5982.339844
	Iteration 54Q: 3 clusters Score -2.304122e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -23041214.000000 Penalty: 5982.339844
	Iteration 55Q: 3 clusters Score -2.304121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -23041228.000000 Penalty: 5982.339844
	Iteration 56Q: 3 clusters Score -2.304123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 170726 members 
Entering Unmasked Estep 
Score: -23041242.000000 Penalty: 5982.339844
	Iteration 57Q: 3 clusters Score -2.304124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -23041230.000000 Penalty: 5982.339844
	Iteration 58Q: 3 clusters Score -2.304123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -23041210.000000 Penalty: 5982.339844
	Iteration 59Q: 3 clusters Score -2.304121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -23041208.000000 Penalty: 5982.339844
	Iteration 60F: 3 clusters Score -2.304121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 170812 members 
Entering Unmasked Estep 
Score: -23041216.000000 Penalty: 5982.339844
	Iteration 61Q: 3 clusters Score -2.304122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -23041210.000000 Penalty: 5982.339844
	Iteration 62Q: 3 clusters Score -2.304121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -23041210.000000 Penalty: 5982.339844
	Iteration 63Q: 3 clusters Score -2.304121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 170849 members 
Entering Unmasked Estep 
Score: -23041196.000000 Penalty: 5982.339844
	Iteration 64Q: 3 clusters Score -2.30412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 170855 members 
Entering Unmasked Estep 
Score: -23041192.000000 Penalty: 5982.339844
	Iteration 65Q: 3 clusters Score -2.304119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 170859 members 
Entering Unmasked Estep 
Score: -23041200.000000 Penalty: 5982.339844
	Iteration 66Q: 3 clusters Score -2.30412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -23041196.000000 Penalty: 5982.339844
	Iteration 67Q: 3 clusters Score -2.30412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -23041198.000000 Penalty: 5982.339844
	Iteration 68Q: 3 clusters Score -2.30412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -23041194.000000 Penalty: 5982.339844
	Iteration 69Q: 3 clusters Score -2.304119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 170864 members 
Entering Unmasked Estep 
Score: -23041194.000000 Penalty: 5982.339844
	Iteration 70Q: 3 clusters Score -2.304119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -23041200.000000 Penalty: 5982.339844
	Iteration 71Q: 3 clusters Score -2.30412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -23041200.000000 Penalty: 5982.339844
	Iteration 72F: 3 clusters Score -2.30412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Entering Unmasked Estep 
Score: -17207416.000000 Penalty: 2923.273682
	Iteration 0F: 2 clusters Score -1.720742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -17119926.000000 Penalty: 5846.547363
	Iteration 0F: 3 clusters Score -1.711993e+07 nChanged 62446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -17156234.000000 Penalty: 5846.547363
	Iteration 1F: 3 clusters Score -1.715623e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -17157530.000000 Penalty: 5846.547363
	Iteration 2Q: 3 clusters Score -1.715753e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -17159456.000000 Penalty: 5846.547363
	Iteration 3Q: 3 clusters Score -1.715946e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -17162078.000000 Penalty: 5846.547363
	Iteration 4Q: 3 clusters Score -1.716208e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -17166038.000000 Penalty: 5846.547363
	Iteration 5F: 3 clusters Score -1.716604e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -17170960.000000 Penalty: 5846.547363
	Iteration 6F: 3 clusters Score -1.717096e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -17176502.000000 Penalty: 5846.547363
	Iteration 7F: 3 clusters Score -1.71765e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -17181234.000000 Penalty: 5846.547363
	Iteration 8F: 3 clusters Score -1.718123e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -17184760.000000 Penalty: 5846.547363
	Iteration 9F: 3 clusters Score -1.718476e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -17187348.000000 Penalty: 5846.547363
	Iteration 10Q: 3 clusters Score -1.718735e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -17189662.000000 Penalty: 5846.547363
	Iteration 11Q: 3 clusters Score -1.718966e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -17192130.000000 Penalty: 5846.547363
	Iteration 12Q: 3 clusters Score -1.719213e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -17195046.000000 Penalty: 5846.547363
	Iteration 13Q: 3 clusters Score -1.719505e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -17198084.000000 Penalty: 5846.547363
	Iteration 14Q: 3 clusters Score -1.719808e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -17200930.000000 Penalty: 5846.547363
	Iteration 15Q: 3 clusters Score -1.720093e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -17202888.000000 Penalty: 5846.547363
	Iteration 16Q: 3 clusters Score -1.720289e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -17203842.000000 Penalty: 5846.547363
	Iteration 17Q: 3 clusters Score -1.720384e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -17204334.000000 Penalty: 5846.547363
	Iteration 18Q: 3 clusters Score -1.720433e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 130821 members 
Entering Unmasked Estep 
Score: -17204634.000000 Penalty: 5846.547363
	Iteration 19Q: 3 clusters Score -1.720463e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -17204760.000000 Penalty: 5846.547363
	Iteration 20F: 3 clusters Score -1.720476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -17204818.000000 Penalty: 5846.547363
	Iteration 21Q: 3 clusters Score -1.720482e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 131088 members 
Entering Unmasked Estep 
Score: -17204860.000000 Penalty: 5846.547363
	Iteration 22Q: 3 clusters Score -1.720486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -17204882.000000 Penalty: 5846.547363
	Iteration 23Q: 3 clusters Score -1.720488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -17204914.000000 Penalty: 5846.547363
	Iteration 24Q: 3 clusters Score -1.720491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -17204936.000000 Penalty: 5846.547363
	Iteration 25Q: 3 clusters Score -1.720494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -17204936.000000 Penalty: 5846.547363
	Iteration 26Q: 3 clusters Score -1.720494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -17204946.000000 Penalty: 5846.547363
	Iteration 27Q: 3 clusters Score -1.720495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 131181 members 
Entering Unmasked Estep 
Score: -17204948.000000 Penalty: 5846.547363
	Iteration 28Q: 3 clusters Score -1.720495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 131182 members 
Entering Unmasked Estep 
Score: -17204964.000000 Penalty: 5846.547363
	Iteration 29Q: 3 clusters Score -1.720496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
Score: -17204968.000000 Penalty: 5846.547363
	Iteration 30Q: 3 clusters Score -1.720497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131188 members 
Entering Unmasked Estep 
Score: -17204986.000000 Penalty: 5846.547363
	Iteration 31Q: 3 clusters Score -1.720499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -17204984.000000 Penalty: 5846.547363
	Iteration 32Q: 3 clusters Score -1.720498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17204998.000000 Penalty: 5846.547363
	Iteration 33Q: 3 clusters Score -1.7205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17205008.000000 Penalty: 5846.547363
	Iteration 34Q: 3 clusters Score -1.720501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -17205022.000000 Penalty: 5846.547363
	Iteration 35Q: 3 clusters Score -1.720502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -17205024.000000 Penalty: 5846.547363
	Iteration 36Q: 3 clusters Score -1.720502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17205032.000000 Penalty: 5846.547363
	Iteration 37Q: 3 clusters Score -1.720503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 131195 members 
Entering Unmasked Estep 
Score: -17205038.000000 Penalty: 5846.547363
	Iteration 38Q: 3 clusters Score -1.720504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17205034.000000 Penalty: 5846.547363
	Iteration 39Q: 3 clusters Score -1.720503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -17205040.000000 Penalty: 5846.547363
	Iteration 40F: 3 clusters Score -1.720504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -17205034.000000 Penalty: 5846.547363
	Iteration 41Q: 3 clusters Score -1.720503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -17205034.000000 Penalty: 5846.547363
	Iteration 42Q: 3 clusters Score -1.720503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17205048.000000 Penalty: 5846.547363
	Iteration 43Q: 3 clusters Score -1.720505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 131198 members 
Entering Unmasked Estep 
Score: -17205050.000000 Penalty: 5846.547363
	Iteration 44Q: 3 clusters Score -1.720505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 131198 members 
Entering Unmasked Estep 
Score: -17205050.000000 Penalty: 5846.547363
	Iteration 45F: 3 clusters Score -1.720505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Entering Unmasked Estep 
Score: -3897635.750000 Penalty: 2545.633789
	Iteration 0F: 2 clusters Score -3897636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3877976.500000 Penalty: 5091.267578
	Iteration 0F: 3 clusters Score -3877976 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3885156.500000 Penalty: 5091.267578
	Iteration 1F: 3 clusters Score -3885156 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3885717.000000 Penalty: 5091.267578
	Iteration 2Q: 3 clusters Score -3885717 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3886276.750000 Penalty: 5091.267578
	Iteration 3Q: 3 clusters Score -3886277 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3886893.000000 Penalty: 5091.267578
	Iteration 4Q: 3 clusters Score -3886893 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3887645.500000 Penalty: 5091.267578
	Iteration 5Q: 3 clusters Score -3887646 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3888705.750000 Penalty: 5091.267578
	Iteration 6F: 3 clusters Score -3888706 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3890023.750000 Penalty: 5091.267578
	Iteration 7F: 3 clusters Score -3890024 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3891439.500000 Penalty: 5091.267578
	Iteration 8F: 3 clusters Score -3891440 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3892744.000000 Penalty: 5091.267578
	Iteration 9F: 3 clusters Score -3892744 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3893708.250000 Penalty: 5091.267578
	Iteration 10Q: 3 clusters Score -3893708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3894362.250000 Penalty: 5091.267578
	Iteration 11Q: 3 clusters Score -3894362 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3894841.500000 Penalty: 5091.267578
	Iteration 12Q: 3 clusters Score -3894842 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3895122.500000 Penalty: 5091.267578
	Iteration 13Q: 3 clusters Score -3895122 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3895300.250000 Penalty: 5091.267578
	Iteration 14Q: 3 clusters Score -3895300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3895445.500000 Penalty: 5091.267578
	Iteration 15Q: 3 clusters Score -3895446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3895546.250000 Penalty: 5091.267578
	Iteration 16Q: 3 clusters Score -3895546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3895610.000000 Penalty: 5091.267578
	Iteration 17Q: 3 clusters Score -3895610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3895664.750000 Penalty: 5091.267578
	Iteration 18Q: 3 clusters Score -3895665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3895698.000000 Penalty: 5091.267578
	Iteration 19Q: 3 clusters Score -3895698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3895726.250000 Penalty: 5091.267578
	Iteration 20F: 3 clusters Score -3895726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3895761.000000 Penalty: 5091.267578
	Iteration 21Q: 3 clusters Score -3895761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3895789.250000 Penalty: 5091.267578
	Iteration 22Q: 3 clusters Score -3895789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3895798.250000 Penalty: 5091.267578
	Iteration 23Q: 3 clusters Score -3895798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3895804.750000 Penalty: 5091.267578
	Iteration 24Q: 3 clusters Score -3895805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3895819.500000 Penalty: 5091.267578
	Iteration 25Q: 3 clusters Score -3895820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3895825.500000 Penalty: 5091.267578
	Iteration 26Q: 3 clusters Score -3895826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3895834.500000 Penalty: 5091.267578
	Iteration 27Q: 3 clusters Score -3895834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3895842.000000 Penalty: 5091.267578
	Iteration 28Q: 3 clusters Score -3895842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3895844.750000 Penalty: 5091.267578
	Iteration 29Q: 3 clusters Score -3895845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3895846.000000 Penalty: 5091.267578
	Iteration 30Q: 3 clusters Score -3895846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3895850.250000 Penalty: 5091.267578
	Iteration 31Q: 3 clusters Score -3895850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3895850.500000 Penalty: 5091.267578
	Iteration 32Q: 3 clusters Score -3895850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3895848.500000 Penalty: 5091.267578
	Iteration 33Q: 3 clusters Score -3895848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3895850.000000 Penalty: 5091.267578
	Iteration 34Q: 3 clusters Score -3895850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3895856.750000 Penalty: 5091.267578
	Iteration 35Q: 3 clusters Score -3895857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3895859.250000 Penalty: 5091.267578
	Iteration 36Q: 3 clusters Score -3895859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3895859.000000 Penalty: 5091.267578
	Iteration 37Q: 3 clusters Score -3895859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3895859.000000 Penalty: 5091.267578
	Iteration 38F: 3 clusters Score -3895859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (214994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Entering Unmasked Estep 
Score: -28759846.000000 Penalty: 3045.034668
	Iteration 0F: 2 clusters Score -2.875985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -28623034.000000 Penalty: 6090.069336
	Iteration 0F: 3 clusters Score -2.862303e+07 nChanged 103713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -28683984.000000 Penalty: 6090.069336
	Iteration 1F: 3 clusters Score -2.868398e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -28685344.000000 Penalty: 6090.069336
	Iteration 2Q: 3 clusters Score -2.868534e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -28687094.000000 Penalty: 6090.069336
	Iteration 3Q: 3 clusters Score -2.868709e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -28689952.000000 Penalty: 6090.069336
	Iteration 4Q: 3 clusters Score -2.868995e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -28694852.000000 Penalty: 6090.069336
	Iteration 5F: 3 clusters Score -2.869485e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -28703722.000000 Penalty: 6090.069336
	Iteration 6F: 3 clusters Score -2.870372e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -28717482.000000 Penalty: 6090.069336
	Iteration 7F: 3 clusters Score -2.871748e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -28733402.000000 Penalty: 6090.069336
	Iteration 8F: 3 clusters Score -2.87334e+07 nChanged 15528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200402 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -28746058.000000 Penalty: 6090.069336
	Iteration 9F: 3 clusters Score -2.874606e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209542 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -28752992.000000 Penalty: 6090.069336
	Iteration 10Q: 3 clusters Score -2.875299e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213302 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -28755650.000000 Penalty: 6090.069336
	Iteration 11Q: 3 clusters Score -2.875565e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -28756598.000000 Penalty: 6090.069336
	Iteration 12Q: 3 clusters Score -2.87566e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214690 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28756940.000000 Penalty: 6090.069336
	Iteration 13Q: 3 clusters Score -2.875694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28757036.000000 Penalty: 6090.069336
	Iteration 14Q: 3 clusters Score -2.875704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214758 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28757100.000000 Penalty: 6090.069336
	Iteration 15Q: 3 clusters Score -2.87571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214769 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28757124.000000 Penalty: 6090.069336
	Iteration 16Q: 3 clusters Score -2.875712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214774 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28757120.000000 Penalty: 6090.069336
	Iteration 17Q: 3 clusters Score -2.875712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214774 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28757124.000000 Penalty: 6090.069336
	Iteration 18Q: 3 clusters Score -2.875712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214775 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28757124.000000 Penalty: 6090.069336
	Iteration 19Q: 3 clusters Score -2.875712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214776 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28757118.000000 Penalty: 6090.069336
	Iteration 20F: 3 clusters Score -2.875712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214777 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28757140.000000 Penalty: 6090.069336
	Iteration 21Q: 3 clusters Score -2.875714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214779 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28757128.000000 Penalty: 6090.069336
	Iteration 22Q: 3 clusters Score -2.875713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214780 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28757142.000000 Penalty: 6090.069336
	Iteration 23Q: 3 clusters Score -2.875714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214780 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28757142.000000 Penalty: 6090.069336
	Iteration 24F: 3 clusters Score -2.875714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Entering Unmasked Estep 
Score: -4945871.000000 Penalty: 2609.460693
	Iteration 0F: 2 clusters Score -4945871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4920736.500000 Penalty: 5218.921387
	Iteration 0F: 3 clusters Score -4920736 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4930080.500000 Penalty: 5218.921387
	Iteration 1F: 3 clusters Score -4930080 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4930671.000000 Penalty: 5218.921387
	Iteration 2Q: 3 clusters Score -4930671 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4931300.000000 Penalty: 5218.921387
	Iteration 3Q: 3 clusters Score -4931300 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4931971.500000 Penalty: 5218.921387
	Iteration 4Q: 3 clusters Score -4931972 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4932882.500000 Penalty: 5218.921387
	Iteration 5Q: 3 clusters Score -4932882 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4934002.500000 Penalty: 5218.921387
	Iteration 6F: 3 clusters Score -4934002 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4935331.500000 Penalty: 5218.921387
	Iteration 7F: 3 clusters Score -4935332 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -4936964.500000 Penalty: 5218.921387
	Iteration 8F: 3 clusters Score -4936964 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4938822.000000 Penalty: 5218.921387
	Iteration 9F: 3 clusters Score -4938822 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4940588.500000 Penalty: 5218.921387
	Iteration 10F: 3 clusters Score -4940588 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4942053.000000 Penalty: 5218.921387
	Iteration 11Q: 3 clusters Score -4942053 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4942967.000000 Penalty: 5218.921387
	Iteration 12Q: 3 clusters Score -4942967 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4943484.500000 Penalty: 5218.921387
	Iteration 13Q: 3 clusters Score -4943484 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4943770.500000 Penalty: 5218.921387
	Iteration 14Q: 3 clusters Score -4943770 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4943936.000000 Penalty: 5218.921387
	Iteration 15Q: 3 clusters Score -4943936 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4944032.500000 Penalty: 5218.921387
	Iteration 16Q: 3 clusters Score -4944032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4944119.000000 Penalty: 5218.921387
	Iteration 17Q: 3 clusters Score -4944119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4944168.000000 Penalty: 5218.921387
	Iteration 18Q: 3 clusters Score -4944168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4944211.000000 Penalty: 5218.921387
	Iteration 19Q: 3 clusters Score -4944211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4944240.000000 Penalty: 5218.921387
	Iteration 20F: 3 clusters Score -4944240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4944267.000000 Penalty: 5218.921387
	Iteration 21Q: 3 clusters Score -4944267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4944295.500000 Penalty: 5218.921387
	Iteration 22Q: 3 clusters Score -4944296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4944308.000000 Penalty: 5218.921387
	Iteration 23Q: 3 clusters Score -4944308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4944316.500000 Penalty: 5218.921387
	Iteration 24Q: 3 clusters Score -4944316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4944314.000000 Penalty: 5218.921387
	Iteration 25Q: 3 clusters Score -4944314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4944333.000000 Penalty: 5218.921387
	Iteration 26Q: 3 clusters Score -4944333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4944345.000000 Penalty: 5218.921387
	Iteration 27Q: 3 clusters Score -4944345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4944358.500000 Penalty: 5218.921387
	Iteration 28Q: 3 clusters Score -4944358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4944359.000000 Penalty: 5218.921387
	Iteration 29Q: 3 clusters Score -4944359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4944357.500000 Penalty: 5218.921387
	Iteration 30Q: 3 clusters Score -4944358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4944364.000000 Penalty: 5218.921387
	Iteration 31Q: 3 clusters Score -4944364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4944381.000000 Penalty: 5218.921387
	Iteration 32Q: 3 clusters Score -4944381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4944387.000000 Penalty: 5218.921387
	Iteration 33Q: 3 clusters Score -4944387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4944381.000000 Penalty: 5218.921387
	Iteration 34Q: 3 clusters Score -4944381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4944383.000000 Penalty: 5218.921387
	Iteration 35Q: 3 clusters Score -4944383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4944401.000000 Penalty: 5218.921387
	Iteration 36Q: 3 clusters Score -4944401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4944402.000000 Penalty: 5218.921387
	Iteration 37Q: 3 clusters Score -4944402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4944396.500000 Penalty: 5218.921387
	Iteration 38Q: 3 clusters Score -4944396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4944400.000000 Penalty: 5218.921387
	Iteration 39Q: 3 clusters Score -4944400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4944400.500000 Penalty: 5218.921387
	Iteration 40F: 3 clusters Score -4944400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4944401.500000 Penalty: 5218.921387
	Iteration 41Q: 3 clusters Score -4944402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4944405.500000 Penalty: 5218.921387
	Iteration 42Q: 3 clusters Score -4944406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4944404.500000 Penalty: 5218.921387
	Iteration 43Q: 3 clusters Score -4944404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4944397.500000 Penalty: 5218.921387
	Iteration 44Q: 3 clusters Score -4944398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4944402.000000 Penalty: 5218.921387
	Iteration 45Q: 3 clusters Score -4944402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4944401.500000 Penalty: 5218.921387
	Iteration 46Q: 3 clusters Score -4944402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4944401.500000 Penalty: 5218.921387
	Iteration 47F: 3 clusters Score -4944402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -863343.937500 Penalty: 2203.897949
	Iteration 0F: 2 clusters Score -863343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -857462.437500 Penalty: 4407.795898
	Iteration 0F: 3 clusters Score -857462.4 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -859178.937500 Penalty: 4407.795898
	Iteration 1F: 3 clusters Score -859178.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -859685.437500 Penalty: 4407.795898
	Iteration 2F: 3 clusters Score -859685.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -860217.500000 Penalty: 4407.795898
	Iteration 3F: 3 clusters Score -860217.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -860675.812500 Penalty: 4407.795898
	Iteration 4F: 3 clusters Score -860675.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -861047.437500 Penalty: 4407.795898
	Iteration 5F: 3 clusters Score -861047.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -861351.125000 Penalty: 4407.795898
	Iteration 6F: 3 clusters Score -861351.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -861602.250000 Penalty: 4407.795898
	Iteration 7Q: 3 clusters Score -861602.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -861840.687500 Penalty: 4407.795898
	Iteration 8Q: 3 clusters Score -861840.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -862045.500000 Penalty: 4407.795898
	Iteration 9Q: 3 clusters Score -862045.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -862182.187500 Penalty: 4407.795898
	Iteration 10Q: 3 clusters Score -862182.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -862246.125000 Penalty: 4407.795898
	Iteration 11Q: 3 clusters Score -862246.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -862286.750000 Penalty: 4407.795898
	Iteration 12Q: 3 clusters Score -862286.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -862312.312500 Penalty: 4407.795898
	Iteration 13Q: 3 clusters Score -862312.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -862326.062500 Penalty: 4407.795898
	Iteration 14Q: 3 clusters Score -862326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -862338.250000 Penalty: 4407.795898
	Iteration 15Q: 3 clusters Score -862338.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -862346.125000 Penalty: 4407.795898
	Iteration 16Q: 3 clusters Score -862346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -862351.625000 Penalty: 4407.795898
	Iteration 17Q: 3 clusters Score -862351.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -862361.625000 Penalty: 4407.795898
	Iteration 18Q: 3 clusters Score -862361.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -862367.125000 Penalty: 4407.795898
	Iteration 19Q: 3 clusters Score -862367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -862371.500000 Penalty: 4407.795898
	Iteration 20F: 3 clusters Score -862371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -862374.312500 Penalty: 4407.795898
	Iteration 21Q: 3 clusters Score -862374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -862376.187500 Penalty: 4407.795898
	Iteration 22Q: 3 clusters Score -862376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -862377.187500 Penalty: 4407.795898
	Iteration 23Q: 3 clusters Score -862377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -862377.875000 Penalty: 4407.795898
	Iteration 24Q: 3 clusters Score -862377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -862377.875000 Penalty: 4407.795898
	Iteration 25F: 3 clusters Score -862377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -696881.687500 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -696881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -692137.000000 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -692137 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -693300.187500 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -693300.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -693547.687500 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -693547.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -693760.875000 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -693760.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -693952.625000 Penalty: 4260.767578
	Iteration 4F: 3 clusters Score -693952.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -694163.125000 Penalty: 4260.767578
	Iteration 5F: 3 clusters Score -694163.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -694357.812500 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -694357.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -694516.375000 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -694516.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -694637.250000 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -694637.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -694741.750000 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -694741.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -694842.875000 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -694842.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -694908.937500 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -694908.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -694960.375000 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -694960.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -694998.000000 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -694998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -695042.687500 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -695042.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -695071.375000 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -695071.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -695095.625000 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -695095.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -695108.937500 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -695108.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -695116.937500 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -695116.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -695122.125000 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -695122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -695123.562500 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -695123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -695125.812500 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -695125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -695128.062500 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -695128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -695134.000000 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -695134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -695135.250000 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -695135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -695142.125000 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -695142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -695148.937500 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -695148.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -695156.437500 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -695156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -695161.250000 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -695161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -695165.312500 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -695165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -695171.000000 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -695171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -695173.437500 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -695173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -695176.625000 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -695176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -695178.625000 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -695178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -695181.375000 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -695181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -695187.500000 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -695187.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -695192.375000 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -695192.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -695200.125000 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -695200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -695206.062500 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -695206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -695213.875000 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -695213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -695216.625000 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -695216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -695227.687500 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -695227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -695230.812500 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -695230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -695232.937500 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -695232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -695236.437500 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -695236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -695237.375000 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -695237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -695239.625000 Penalty: 4260.767578
	Iteration 46Q: 3 clusters Score -695239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -695239.625000 Penalty: 4260.767578
	Iteration 47F: 3 clusters Score -695239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Entering Unmasked Estep 
Score: -15131851.000000 Penalty: 2889.411133
	Iteration 0F: 2 clusters Score -1.513185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -15055475.000000 Penalty: 5778.822266
	Iteration 0F: 3 clusters Score -1.505548e+07 nChanged 54521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -15087469.000000 Penalty: 5778.822266
	Iteration 1F: 3 clusters Score -1.508747e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -15088806.000000 Penalty: 5778.822266
	Iteration 2Q: 3 clusters Score -1.508881e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -15090643.000000 Penalty: 5778.822266
	Iteration 3Q: 3 clusters Score -1.509064e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -15093698.000000 Penalty: 5778.822266
	Iteration 4F: 3 clusters Score -1.50937e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -15097961.000000 Penalty: 5778.822266
	Iteration 5F: 3 clusters Score -1.509796e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -15103244.000000 Penalty: 5778.822266
	Iteration 6F: 3 clusters Score -1.510324e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -15108863.000000 Penalty: 5778.822266
	Iteration 7F: 3 clusters Score -1.510886e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -15113807.000000 Penalty: 5778.822266
	Iteration 8F: 3 clusters Score -1.511381e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -15118133.000000 Penalty: 5778.822266
	Iteration 9Q: 3 clusters Score -1.511813e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -15121671.000000 Penalty: 5778.822266
	Iteration 10Q: 3 clusters Score -1.512167e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -15124151.000000 Penalty: 5778.822266
	Iteration 11Q: 3 clusters Score -1.512415e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -15125806.000000 Penalty: 5778.822266
	Iteration 12Q: 3 clusters Score -1.512581e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 104334 members 
Entering Unmasked Estep 
Score: -15126786.000000 Penalty: 5778.822266
	Iteration 13Q: 3 clusters Score -1.512679e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -15127400.000000 Penalty: 5778.822266
	Iteration 14Q: 3 clusters Score -1.51274e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -15127774.000000 Penalty: 5778.822266
	Iteration 15Q: 3 clusters Score -1.512777e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -15128059.000000 Penalty: 5778.822266
	Iteration 16Q: 3 clusters Score -1.512806e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -15128270.000000 Penalty: 5778.822266
	Iteration 17Q: 3 clusters Score -1.512827e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -15128386.000000 Penalty: 5778.822266
	Iteration 18Q: 3 clusters Score -1.512839e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -15128501.000000 Penalty: 5778.822266
	Iteration 19Q: 3 clusters Score -1.51285e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -15128603.000000 Penalty: 5778.822266
	Iteration 20F: 3 clusters Score -1.51286e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -15128729.000000 Penalty: 5778.822266
	Iteration 21Q: 3 clusters Score -1.512873e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -15128888.000000 Penalty: 5778.822266
	Iteration 22Q: 3 clusters Score -1.512889e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -15128956.000000 Penalty: 5778.822266
	Iteration 23Q: 3 clusters Score -1.512896e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -15128983.000000 Penalty: 5778.822266
	Iteration 24Q: 3 clusters Score -1.512898e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -15129019.000000 Penalty: 5778.822266
	Iteration 25Q: 3 clusters Score -1.512902e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -15129067.000000 Penalty: 5778.822266
	Iteration 26Q: 3 clusters Score -1.512907e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -15129081.000000 Penalty: 5778.822266
	Iteration 27Q: 3 clusters Score -1.512908e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -15129142.000000 Penalty: 5778.822266
	Iteration 28Q: 3 clusters Score -1.512914e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -15129205.000000 Penalty: 5778.822266
	Iteration 29Q: 3 clusters Score -1.51292e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -15129250.000000 Penalty: 5778.822266
	Iteration 30Q: 3 clusters Score -1.512925e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -15129273.000000 Penalty: 5778.822266
	Iteration 31Q: 3 clusters Score -1.512927e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -15129315.000000 Penalty: 5778.822266
	Iteration 32Q: 3 clusters Score -1.512932e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -15129366.000000 Penalty: 5778.822266
	Iteration 33Q: 3 clusters Score -1.512937e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -15129401.000000 Penalty: 5778.822266
	Iteration 34Q: 3 clusters Score -1.51294e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 110585 members 
Entering Unmasked Estep 
Score: -15129410.000000 Penalty: 5778.822266
	Iteration 35Q: 3 clusters Score -1.512941e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -15129439.000000 Penalty: 5778.822266
	Iteration 36Q: 3 clusters Score -1.512944e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -15129488.000000 Penalty: 5778.822266
	Iteration 37Q: 3 clusters Score -1.512949e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -15129486.000000 Penalty: 5778.822266
	Iteration 38Q: 3 clusters Score -1.512949e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -15129539.000000 Penalty: 5778.822266
	Iteration 39Q: 3 clusters Score -1.512954e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -15129579.000000 Penalty: 5778.822266
	Iteration 40F: 3 clusters Score -1.512958e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -15129566.000000 Penalty: 5778.822266
	Iteration 41Q: 3 clusters Score -1.512957e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -15129600.000000 Penalty: 5778.822266
	Iteration 42Q: 3 clusters Score -1.51296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 111180 members 
Entering Unmasked Estep 
Score: -15129618.000000 Penalty: 5778.822266
	Iteration 43Q: 3 clusters Score -1.512962e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -15129632.000000 Penalty: 5778.822266
	Iteration 44Q: 3 clusters Score -1.512963e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -15129637.000000 Penalty: 5778.822266
	Iteration 45Q: 3 clusters Score -1.512964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -15129651.000000 Penalty: 5778.822266
	Iteration 46Q: 3 clusters Score -1.512965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -15129673.000000 Penalty: 5778.822266
	Iteration 47Q: 3 clusters Score -1.512967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 111473 members 
Entering Unmasked Estep 
Score: -15129679.000000 Penalty: 5778.822266
	Iteration 48Q: 3 clusters Score -1.512968e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -15129687.000000 Penalty: 5778.822266
	Iteration 49Q: 3 clusters Score -1.512969e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -15129688.000000 Penalty: 5778.822266
	Iteration 50Q: 3 clusters Score -1.512969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -15129683.000000 Penalty: 5778.822266
	Iteration 51Q: 3 clusters Score -1.512968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 111687 members 
Entering Unmasked Estep 
Score: -15129687.000000 Penalty: 5778.822266
	Iteration 52Q: 3 clusters Score -1.512969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -15129716.000000 Penalty: 5778.822266
	Iteration 53Q: 3 clusters Score -1.512972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -15129736.000000 Penalty: 5778.822266
	Iteration 54Q: 3 clusters Score -1.512974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -15129743.000000 Penalty: 5778.822266
	Iteration 55Q: 3 clusters Score -1.512974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -15129747.000000 Penalty: 5778.822266
	Iteration 56Q: 3 clusters Score -1.512975e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 111859 members 
Entering Unmasked Estep 
Score: -15129757.000000 Penalty: 5778.822266
	Iteration 57Q: 3 clusters Score -1.512976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 111886 members 
Entering Unmasked Estep 
Score: -15129767.000000 Penalty: 5778.822266
	Iteration 58Q: 3 clusters Score -1.512977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -15129781.000000 Penalty: 5778.822266
	Iteration 59Q: 3 clusters Score -1.512978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 111937 members 
Entering Unmasked Estep 
Score: -15129768.000000 Penalty: 5778.822266
	Iteration 60F: 3 clusters Score -1.512977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -15129767.000000 Penalty: 5778.822266
	Iteration 61Q: 3 clusters Score -1.512977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 111988 members 
Entering Unmasked Estep 
Score: -15129780.000000 Penalty: 5778.822266
	Iteration 62Q: 3 clusters Score -1.512978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -15129786.000000 Penalty: 5778.822266
	Iteration 63Q: 3 clusters Score -1.512979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -15129790.000000 Penalty: 5778.822266
	Iteration 64Q: 3 clusters Score -1.512979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -15129785.000000 Penalty: 5778.822266
	Iteration 65Q: 3 clusters Score -1.512978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -15129788.000000 Penalty: 5778.822266
	Iteration 66Q: 3 clusters Score -1.512979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -15129790.000000 Penalty: 5778.822266
	Iteration 67Q: 3 clusters Score -1.512979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -15129786.000000 Penalty: 5778.822266
	Iteration 68Q: 3 clusters Score -1.512979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -15129793.000000 Penalty: 5778.822266
	Iteration 69Q: 3 clusters Score -1.512979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -15129797.000000 Penalty: 5778.822266
	Iteration 70Q: 3 clusters Score -1.51298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -15129799.000000 Penalty: 5778.822266
	Iteration 71Q: 3 clusters Score -1.51298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 112057 members 
Entering Unmasked Estep 
Score: -15129795.000000 Penalty: 5778.822266
	Iteration 72Q: 3 clusters Score -1.51298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 112057 members 
Entering Unmasked Estep 
Score: -15129792.000000 Penalty: 5778.822266
	Iteration 73Q: 3 clusters Score -1.512979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -15129804.000000 Penalty: 5778.822266
	Iteration 74Q: 3 clusters Score -1.51298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -15129805.000000 Penalty: 5778.822266
	Iteration 75Q: 3 clusters Score -1.51298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -15129804.000000 Penalty: 5778.822266
	Iteration 76Q: 3 clusters Score -1.51298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -15129804.000000 Penalty: 5778.822266
	Iteration 77F: 3 clusters Score -1.51298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Entering Unmasked Estep 
Score: -2255444.000000 Penalty: 2437.546875
	Iteration 0F: 2 clusters Score -2255444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2242362.500000 Penalty: 4875.093750
	Iteration 0F: 3 clusters Score -2242362 nChanged 8138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2247076 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2247820 nChanged 1169
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2248580 nChanged 1213
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2249450 nChanged 1174
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2250419 nChanged 1122
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2251343 nChanged 962
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Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2252067 nChanged 852
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Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2252634 nChanged 723
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2253018 nChanged 519
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Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2253236 nChanged 369
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Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2253365 nChanged 277
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Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2253441 nChanged 205
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Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2253490 nChanged 158
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Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2253515 nChanged 126
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2253539.250000 Penalty: 4875.093750
	Iteration 15Q: 3 clusters Score -2253539 nChanged 105
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Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2253573 nChanged 112
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Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2253595 nChanged 95
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Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2253607 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2253622.000000 Penalty: 4875.093750
	Iteration 19Q: 3 clusters Score -2253622 nChanged 67
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Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2253637 nChanged 64
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Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2253651 nChanged 58
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Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2253656 nChanged 41
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Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2253655 nChanged 40
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Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2253655 nChanged 46
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Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2253663.250000 Penalty: 4875.093750
	Iteration 25Q: 3 clusters Score -2253663 nChanged 50
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Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2253674 nChanged 49
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Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2253682 nChanged 55
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Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2253695 nChanged 70
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Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2253713.500000 Penalty: 4875.093750
	Iteration 29Q: 3 clusters Score -2253714 nChanged 70
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Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2253725.500000 Penalty: 4875.093750
	Iteration 30Q: 3 clusters Score -2253726 nChanged 54
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Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2253732 nChanged 62
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2253739.500000 Penalty: 4875.093750
	Iteration 32Q: 3 clusters Score -2253740 nChanged 52
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Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2253749.250000 Penalty: 4875.093750
	Iteration 33Q: 3 clusters Score -2253749 nChanged 44
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2253751.500000 Penalty: 4875.093750
	Iteration 34Q: 3 clusters Score -2253752 nChanged 45
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Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2253758.750000 Penalty: 4875.093750
	Iteration 35Q: 3 clusters Score -2253759 nChanged 49
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Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2253766.250000 Penalty: 4875.093750
	Iteration 36Q: 3 clusters Score -2253766 nChanged 37
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Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2253775 nChanged 29
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Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2253780.500000 Penalty: 4875.093750
	Iteration 38Q: 3 clusters Score -2253780 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2253782.250000 Penalty: 4875.093750
	Iteration 39Q: 3 clusters Score -2253782 nChanged 28
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Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2253782 nChanged 22
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Mstep: Class 1 contains 11590 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2253785 nChanged 27
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Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2253785 nChanged 23
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Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2253794 nChanged 21
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Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2253795 nChanged 28
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Mstep: Class 1 contains 11671 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2253798 nChanged 27
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2253796 nChanged 25
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Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2253799 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2253799 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2253798 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2253800 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2253802.750000 Penalty: 4875.093750
	Iteration 51Q: 3 clusters Score -2253803 nChanged 11
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Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2253803.750000 Penalty: 4875.093750
	Iteration 52Q: 3 clusters Score -2253804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2253805.500000 Penalty: 4875.093750
	Iteration 53Q: 3 clusters Score -2253806 nChanged 11
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Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2253802.250000 Penalty: 4875.093750
	Iteration 54Q: 3 clusters Score -2253802 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2253806 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2253812.000000 Penalty: 4875.093750
	Iteration 56Q: 3 clusters Score -2253812 nChanged 9
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Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2253807.500000 Penalty: 4875.093750
	Iteration 57Q: 3 clusters Score -2253808 nChanged 8
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Mstep: Class 1 contains 11810 members 
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Entering Unmasked Estep 
Score: -2253810.250000 Penalty: 4875.093750
	Iteration 58Q: 3 clusters Score -2253810 nChanged 4
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Mstep: Class 1 contains 11810 members 
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	Iteration 59Q: 3 clusters Score -2253810 nChanged 4
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Mstep: Class 1 contains 11810 members 
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	Iteration 60F: 3 clusters Score -2253810 nChanged 3
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Mstep: Class 1 contains 11811 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2253807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2253813 nChanged 4
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Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2253811.000000 Penalty: 4875.093750
	Iteration 63Q: 3 clusters Score -2253811 nChanged 2
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Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2253813 nChanged 2
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Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2253816 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2253817.250000 Penalty: 4875.093750
	Iteration 66Q: 3 clusters Score -2253817 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2253814.750000 Penalty: 4875.093750
	Iteration 67Q: 3 clusters Score -2253815 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2253818 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2253814 nChanged 2
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2253814 nChanged 3
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2253811 nChanged 3
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Mstep: Class 1 contains 11835 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2253814 nChanged 4
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Mstep: Class 1 contains 11839 members 
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	Iteration 73Q: 3 clusters Score -2253809 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 6715 members 
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	Iteration 74Q: 3 clusters Score -2253808 nChanged 2
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Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6713 members 
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	Iteration 75Q: 3 clusters Score -2253808 nChanged 3
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	Iteration 76Q: 3 clusters Score -2253808 nChanged 7
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Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2253809 nChanged 14
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Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2253814 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6682 members 
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	Iteration 79Q: 3 clusters Score -2253818 nChanged 10
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Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2253821.250000 Penalty: 4875.093750
	Iteration 80F: 3 clusters Score -2253821 nChanged 14
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Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2253821 nChanged 18
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2253822.750000 Penalty: 4875.093750
	Iteration 82Q: 3 clusters Score -2253823 nChanged 13
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Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2253822 nChanged 10
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Mstep: Class 1 contains 11930 members 
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Entering Unmasked Estep 
Score: -2253826.250000 Penalty: 4875.093750
	Iteration 84Q: 3 clusters Score -2253826 nChanged 6
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Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2253828.750000 Penalty: 4875.093750
	Iteration 85Q: 3 clusters Score -2253829 nChanged 5
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Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2253831 nChanged 9
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Mstep: Class 1 contains 11948 members 
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	Iteration 87Q: 3 clusters Score -2253830 nChanged 9
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Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2253828 nChanged 13
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Mstep: Class 1 contains 11960 members 
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	Iteration 89Q: 3 clusters Score -2253832 nChanged 6
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Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2253829 nChanged 8
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Mstep: Class 1 contains 11974 members 
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Entering Unmasked Estep 
Score: -2253827.250000 Penalty: 4875.093750
	Iteration 91Q: 3 clusters Score -2253827 nChanged 10
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2253836 nChanged 12
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Entering Unmasked Estep 
Score: -2253836.750000 Penalty: 4875.093750
	Iteration 93Q: 3 clusters Score -2253837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2253836.000000 Penalty: 4875.093750
	Iteration 94Q: 3 clusters Score -2253836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2253837.000000 Penalty: 4875.093750
	Iteration 95Q: 3 clusters Score -2253837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2253833.000000 Penalty: 4875.093750
	Iteration 96Q: 3 clusters Score -2253833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2253837.500000 Penalty: 4875.093750
	Iteration 97Q: 3 clusters Score -2253838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2253836.750000 Penalty: 4875.093750
	Iteration 98Q: 3 clusters Score -2253837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2253843.750000 Penalty: 4875.093750
	Iteration 99Q: 3 clusters Score -2253844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2253838.500000 Penalty: 4875.093750
	Iteration 100F: 3 clusters Score -2253838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2253836.000000 Penalty: 4875.093750
	Iteration 101Q: 3 clusters Score -2253836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2253840.000000 Penalty: 4875.093750
	Iteration 102Q: 3 clusters Score -2253840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2253840.750000 Penalty: 4875.093750
	Iteration 103Q: 3 clusters Score -2253841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2253839.500000 Penalty: 4875.093750
	Iteration 104Q: 3 clusters Score -2253840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2253841.750000 Penalty: 4875.093750
	Iteration 105Q: 3 clusters Score -2253842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2253844.250000 Penalty: 4875.093750
	Iteration 106Q: 3 clusters Score -2253844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2253844.000000 Penalty: 4875.093750
	Iteration 107Q: 3 clusters Score -2253844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2253842.250000 Penalty: 4875.093750
	Iteration 108Q: 3 clusters Score -2253842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2253841.750000 Penalty: 4875.093750
	Iteration 109Q: 3 clusters Score -2253842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2253843.250000 Penalty: 4875.093750
	Iteration 110Q: 3 clusters Score -2253843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2253842.750000 Penalty: 4875.093750
	Iteration 111Q: 3 clusters Score -2253843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2253844.750000 Penalty: 4875.093750
	Iteration 112Q: 3 clusters Score -2253845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2253844.500000 Penalty: 4875.093750
	Iteration 113Q: 3 clusters Score -2253844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2253845.000000 Penalty: 4875.093750
	Iteration 114Q: 3 clusters Score -2253845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2253845.500000 Penalty: 4875.093750
	Iteration 115Q: 3 clusters Score -2253846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2253846.250000 Penalty: 4875.093750
	Iteration 116Q: 3 clusters Score -2253846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2253845.500000 Penalty: 4875.093750
	Iteration 117Q: 3 clusters Score -2253846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2253844.250000 Penalty: 4875.093750
	Iteration 118Q: 3 clusters Score -2253844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2253845.000000 Penalty: 4875.093750
	Iteration 119Q: 3 clusters Score -2253845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2253847.000000 Penalty: 4875.093750
	Iteration 120F: 3 clusters Score -2253847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2253848.500000 Penalty: 4875.093750
	Iteration 121Q: 3 clusters Score -2253848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2253849.250000 Penalty: 4875.093750
	Iteration 122Q: 3 clusters Score -2253849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2253849.750000 Penalty: 4875.093750
	Iteration 123Q: 3 clusters Score -2253850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2253851.750000 Penalty: 4875.093750
	Iteration 124Q: 3 clusters Score -2253852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2253850.750000 Penalty: 4875.093750
	Iteration 125Q: 3 clusters Score -2253851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2253850.750000 Penalty: 4875.093750
	Iteration 126F: 3 clusters Score -2253851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -625627.062500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -625627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -621474.750000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -621474.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -622315.500000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -622315.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -622498.437500 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -622498.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -622616.062500 Penalty: 4164.380859
	Iteration 3Q: 3 clusters Score -622616.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -622689.750000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -622689.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -622749.625000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -622749.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -622804.312500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -622804.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -622841.562500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -622841.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -622872.937500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -622872.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -622908.000000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -622908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -622941.187500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -622941.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -622969.437500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -622969.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -622997.750000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -622997.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -623027.062500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -623027.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -623060.562500 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -623060.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -623093.250000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -623093.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -623126.062500 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -623126.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -623157.937500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -623157.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -623181.000000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -623181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -623204.062500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -623204.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -623230.875000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -623230.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -623264.375000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -623264.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -623304.812500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -623304.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -623344.687500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -623344.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -623381.437500 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -623381.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -623410.875000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -623410.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -623437.000000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -623437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -623461.812500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -623461.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -623484.625000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -623484.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -623509.750000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -623509.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -623530.750000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -623530.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -623550.062500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -623550.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -623571.000000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -623571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -623595.437500 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -623595.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -623612.937500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -623612.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -623626.812500 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -623626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -623643.812500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -623643.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -623655.562500 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -623655.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -623663.375000 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -623663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -623666.812500 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -623666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -623671.250000 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -623671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -623675.625000 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -623675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -623677.437500 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -623677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -623679.187500 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -623679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -623679.562500 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -623679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -623679.562500 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -623679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -623681.125000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -623681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -623683.625000 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -623683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -623686.812500 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -623686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -623690.187500 Penalty: 4164.380859
	Iteration 49Q: 3 clusters Score -623690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -623694.312500 Penalty: 4164.380859
	Iteration 50Q: 3 clusters Score -623694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -623695.562500 Penalty: 4164.380859
	Iteration 51Q: 3 clusters Score -623695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -623698.000000 Penalty: 4164.380859
	Iteration 52Q: 3 clusters Score -623698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -623699.312500 Penalty: 4164.380859
	Iteration 53Q: 3 clusters Score -623699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -623699.250000 Penalty: 4164.380859
	Iteration 54Q: 3 clusters Score -623699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -623701.250000 Penalty: 4164.380859
	Iteration 55Q: 3 clusters Score -623701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -623701.062500 Penalty: 4164.380859
	Iteration 56Q: 3 clusters Score -623701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -623702.937500 Penalty: 4164.380859
	Iteration 57Q: 3 clusters Score -623702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -623705.062500 Penalty: 4164.380859
	Iteration 58Q: 3 clusters Score -623705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -623706.000000 Penalty: 4164.380859
	Iteration 59Q: 3 clusters Score -623706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -623706.000000 Penalty: 4164.380859
	Iteration 60F: 3 clusters Score -623706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Entering Unmasked Estep 
Score: -897602.750000 Penalty: 2207.943848
	Iteration 0F: 2 clusters Score -897602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -891581.500000 Penalty: 4415.887695
	Iteration 0F: 3 clusters Score -891581.5 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -893210.875000 Penalty: 4415.887695
	Iteration 1F: 3 clusters Score -893210.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -893548.187500 Penalty: 4415.887695
	Iteration 2F: 3 clusters Score -893548.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -893790.000000 Penalty: 4415.887695
	Iteration 3F: 3 clusters Score -893790 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -893996.312500 Penalty: 4415.887695
	Iteration 4F: 3 clusters Score -893996.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -894165.750000 Penalty: 4415.887695
	Iteration 5Q: 3 clusters Score -894165.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -894334.187500 Penalty: 4415.887695
	Iteration 6Q: 3 clusters Score -894334.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -894489.937500 Penalty: 4415.887695
	Iteration 7Q: 3 clusters Score -894489.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -894644.875000 Penalty: 4415.887695
	Iteration 8Q: 3 clusters Score -894644.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -894836.250000 Penalty: 4415.887695
	Iteration 9Q: 3 clusters Score -894836.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -895054.625000 Penalty: 4415.887695
	Iteration 10Q: 3 clusters Score -895054.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -895265.187500 Penalty: 4415.887695
	Iteration 11Q: 3 clusters Score -895265.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -895487.375000 Penalty: 4415.887695
	Iteration 12Q: 3 clusters Score -895487.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -895685.312500 Penalty: 4415.887695
	Iteration 13Q: 3 clusters Score -895685.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -895882.500000 Penalty: 4415.887695
	Iteration 14Q: 3 clusters Score -895882.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -896070.312500 Penalty: 4415.887695
	Iteration 15Q: 3 clusters Score -896070.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -896220.000000 Penalty: 4415.887695
	Iteration 16Q: 3 clusters Score -896220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -896315.312500 Penalty: 4415.887695
	Iteration 17Q: 3 clusters Score -896315.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -896380.687500 Penalty: 4415.887695
	Iteration 18Q: 3 clusters Score -896380.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -896421.812500 Penalty: 4415.887695
	Iteration 19Q: 3 clusters Score -896421.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -896468.687500 Penalty: 4415.887695
	Iteration 20F: 3 clusters Score -896468.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -896505.812500 Penalty: 4415.887695
	Iteration 21Q: 3 clusters Score -896505.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -896527.125000 Penalty: 4415.887695
	Iteration 22Q: 3 clusters Score -896527.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -896539.312500 Penalty: 4415.887695
	Iteration 23Q: 3 clusters Score -896539.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -896552.187500 Penalty: 4415.887695
	Iteration 24Q: 3 clusters Score -896552.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -896559.437500 Penalty: 4415.887695
	Iteration 25Q: 3 clusters Score -896559.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -896572.625000 Penalty: 4415.887695
	Iteration 26Q: 3 clusters Score -896572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -896580.687500 Penalty: 4415.887695
	Iteration 27Q: 3 clusters Score -896580.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -896587.687500 Penalty: 4415.887695
	Iteration 28Q: 3 clusters Score -896587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -896593.187500 Penalty: 4415.887695
	Iteration 29Q: 3 clusters Score -896593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -896596.187500 Penalty: 4415.887695
	Iteration 30Q: 3 clusters Score -896596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -896600.687500 Penalty: 4415.887695
	Iteration 31Q: 3 clusters Score -896600.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -896605.000000 Penalty: 4415.887695
	Iteration 32Q: 3 clusters Score -896605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -896608.000000 Penalty: 4415.887695
	Iteration 33Q: 3 clusters Score -896608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -896612.125000 Penalty: 4415.887695
	Iteration 34Q: 3 clusters Score -896612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -896612.687500 Penalty: 4415.887695
	Iteration 35Q: 3 clusters Score -896612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -896613.625000 Penalty: 4415.887695
	Iteration 36Q: 3 clusters Score -896613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -896615.250000 Penalty: 4415.887695
	Iteration 37Q: 3 clusters Score -896615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -896613.250000 Penalty: 4415.887695
	Iteration 38Q: 3 clusters Score -896613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -896613.937500 Penalty: 4415.887695
	Iteration 39Q: 3 clusters Score -896613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -896615.750000 Penalty: 4415.887695
	Iteration 40F: 3 clusters Score -896615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -896615.750000 Penalty: 4415.887695
	Iteration 41Q: 3 clusters Score -896615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -896615.750000 Penalty: 4415.887695
	Iteration 42F: 3 clusters Score -896615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (147611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147611 members 
Entering Unmasked Estep 
Score: -19811066.000000 Penalty: 2951.779297
	Iteration 0F: 2 clusters Score -1.981107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -19715470.000000 Penalty: 5903.558594
	Iteration 0F: 3 clusters Score -1.971547e+07 nChanged 70724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -19756032.000000 Penalty: 5903.558594
	Iteration 1F: 3 clusters Score -1.975603e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -19756722.000000 Penalty: 5903.558594
	Iteration 2Q: 3 clusters Score -1.975672e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -19757364.000000 Penalty: 5903.558594
	Iteration 3Q: 3 clusters Score -1.975736e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -19758374.000000 Penalty: 5903.558594
	Iteration 4Q: 3 clusters Score -1.975837e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -19760040.000000 Penalty: 5903.558594
	Iteration 5Q: 3 clusters Score -1.976004e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -19762966.000000 Penalty: 5903.558594
	Iteration 6Q: 3 clusters Score -1.976297e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -19768760.000000 Penalty: 5903.558594
	Iteration 7F: 3 clusters Score -1.976876e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -19778066.000000 Penalty: 5903.558594
	Iteration 8F: 3 clusters Score -1.977807e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -19789518.000000 Penalty: 5903.558594
	Iteration 9F: 3 clusters Score -1.978952e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -19800292.000000 Penalty: 5903.558594
	Iteration 10F: 3 clusters Score -1.980029e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -19807032.000000 Penalty: 5903.558594
	Iteration 11Q: 3 clusters Score -1.980703e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -19809040.000000 Penalty: 5903.558594
	Iteration 12Q: 3 clusters Score -1.980904e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -19809604.000000 Penalty: 5903.558594
	Iteration 13Q: 3 clusters Score -1.98096e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -19809826.000000 Penalty: 5903.558594
	Iteration 14Q: 3 clusters Score -1.980983e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -19809998.000000 Penalty: 5903.558594
	Iteration 15Q: 3 clusters Score -1.981e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 132372 members 
Entering Unmasked Estep 
Score: -19810056.000000 Penalty: 5903.558594
	Iteration 16Q: 3 clusters Score -1.981006e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -19810146.000000 Penalty: 5903.558594
	Iteration 17Q: 3 clusters Score -1.981015e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -19810238.000000 Penalty: 5903.558594
	Iteration 18Q: 3 clusters Score -1.981024e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -19810256.000000 Penalty: 5903.558594
	Iteration 19Q: 3 clusters Score -1.981026e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -19810284.000000 Penalty: 5903.558594
	Iteration 20F: 3 clusters Score -1.981028e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -19810316.000000 Penalty: 5903.558594
	Iteration 21Q: 3 clusters Score -1.981032e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -19810312.000000 Penalty: 5903.558594
	Iteration 22Q: 3 clusters Score -1.981031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -19810314.000000 Penalty: 5903.558594
	Iteration 23Q: 3 clusters Score -1.981031e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 135242 members 
Entering Unmasked Estep 
Score: -19810270.000000 Penalty: 5903.558594
	Iteration 24Q: 3 clusters Score -1.981027e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 135529 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5903.558594
	Iteration 25Q: 3 clusters Score -1.981028e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -19810308.000000 Penalty: 5903.558594
	Iteration 26Q: 3 clusters Score -1.981031e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -19810378.000000 Penalty: 5903.558594
	Iteration 27Q: 3 clusters Score -1.981038e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -19810390.000000 Penalty: 5903.558594
	Iteration 28Q: 3 clusters Score -1.981039e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -19810326.000000 Penalty: 5903.558594
	Iteration 29Q: 3 clusters Score -1.981033e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 136992 members 
Entering Unmasked Estep 
Score: -19810372.000000 Penalty: 5903.558594
	Iteration 30Q: 3 clusters Score -1.981037e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -19810342.000000 Penalty: 5903.558594
	Iteration 31Q: 3 clusters Score -1.981034e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -19810340.000000 Penalty: 5903.558594
	Iteration 32Q: 3 clusters Score -1.981034e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 137748 members 
Entering Unmasked Estep 
Score: -19810332.000000 Penalty: 5903.558594
	Iteration 33Q: 3 clusters Score -1.981033e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -19810332.000000 Penalty: 5903.558594
	Iteration 34Q: 3 clusters Score -1.981033e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -19810312.000000 Penalty: 5903.558594
	Iteration 35Q: 3 clusters Score -1.981031e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -19810340.000000 Penalty: 5903.558594
	Iteration 36Q: 3 clusters Score -1.981034e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -19810336.000000 Penalty: 5903.558594
	Iteration 37Q: 3 clusters Score -1.981034e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -19810346.000000 Penalty: 5903.558594
	Iteration 38Q: 3 clusters Score -1.981035e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 138927 members 
Entering Unmasked Estep 
Score: -19810352.000000 Penalty: 5903.558594
	Iteration 39Q: 3 clusters Score -1.981035e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -19810366.000000 Penalty: 5903.558594
	Iteration 40F: 3 clusters Score -1.981037e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 139268 members 
Entering Unmasked Estep 
Score: -19810388.000000 Penalty: 5903.558594
	Iteration 41Q: 3 clusters Score -1.981039e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -19810440.000000 Penalty: 5903.558594
	Iteration 42Q: 3 clusters Score -1.981044e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 139589 members 
Entering Unmasked Estep 
Score: -19810400.000000 Penalty: 5903.558594
	Iteration 43Q: 3 clusters Score -1.98104e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -19810454.000000 Penalty: 5903.558594
	Iteration 44Q: 3 clusters Score -1.981045e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -19810424.000000 Penalty: 5903.558594
	Iteration 45Q: 3 clusters Score -1.981042e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -19810394.000000 Penalty: 5903.558594
	Iteration 46Q: 3 clusters Score -1.981039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -19810390.000000 Penalty: 5903.558594
	Iteration 47Q: 3 clusters Score -1.981039e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -19810392.000000 Penalty: 5903.558594
	Iteration 48Q: 3 clusters Score -1.981039e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 140285 members 
Entering Unmasked Estep 
Score: -19810412.000000 Penalty: 5903.558594
	Iteration 49Q: 3 clusters Score -1.981041e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 140388 members 
Entering Unmasked Estep 
Score: -19810394.000000 Penalty: 5903.558594
	Iteration 50Q: 3 clusters Score -1.981039e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -19810366.000000 Penalty: 5903.558594
	Iteration 51Q: 3 clusters Score -1.981037e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -19810374.000000 Penalty: 5903.558594
	Iteration 52Q: 3 clusters Score -1.981037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 140634 members 
Entering Unmasked Estep 
Score: -19810358.000000 Penalty: 5903.558594
	Iteration 53Q: 3 clusters Score -1.981036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -19810352.000000 Penalty: 5903.558594
	Iteration 54Q: 3 clusters Score -1.981035e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 140740 members 
Entering Unmasked Estep 
Score: -19810342.000000 Penalty: 5903.558594
	Iteration 55Q: 3 clusters Score -1.981034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -19810336.000000 Penalty: 5903.558594
	Iteration 56Q: 3 clusters Score -1.981034e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -19810352.000000 Penalty: 5903.558594
	Iteration 57Q: 3 clusters Score -1.981035e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -19810338.000000 Penalty: 5903.558594
	Iteration 58Q: 3 clusters Score -1.981034e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 141016 members 
Entering Unmasked Estep 
Score: -19810350.000000 Penalty: 5903.558594
	Iteration 59Q: 3 clusters Score -1.981035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -19810326.000000 Penalty: 5903.558594
	Iteration 60F: 3 clusters Score -1.981033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 141130 members 
Entering Unmasked Estep 
Score: -19810366.000000 Penalty: 5903.558594
	Iteration 61Q: 3 clusters Score -1.981037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -19810344.000000 Penalty: 5903.558594
	Iteration 62Q: 3 clusters Score -1.981034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 141237 members 
Entering Unmasked Estep 
Score: -19810356.000000 Penalty: 5903.558594
	Iteration 63Q: 3 clusters Score -1.981036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -19810336.000000 Penalty: 5903.558594
	Iteration 64Q: 3 clusters Score -1.981034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -19810370.000000 Penalty: 5903.558594
	Iteration 65Q: 3 clusters Score -1.981037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 141353 members 
Entering Unmasked Estep 
Score: -19810344.000000 Penalty: 5903.558594
	Iteration 66Q: 3 clusters Score -1.981034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -19810336.000000 Penalty: 5903.558594
	Iteration 67Q: 3 clusters Score -1.981034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -19810332.000000 Penalty: 5903.558594
	Iteration 68Q: 3 clusters Score -1.981033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 141463 members 
Entering Unmasked Estep 
Score: -19810320.000000 Penalty: 5903.558594
	Iteration 69Q: 3 clusters Score -1.981032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 141495 members 
Entering Unmasked Estep 
Score: -19810322.000000 Penalty: 5903.558594
	Iteration 70Q: 3 clusters Score -1.981032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 141522 members 
Entering Unmasked Estep 
Score: -19810294.000000 Penalty: 5903.558594
	Iteration 71Q: 3 clusters Score -1.981029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5903.558594
	Iteration 72Q: 3 clusters Score -1.981028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 141569 members 
Entering Unmasked Estep 
Score: -19810264.000000 Penalty: 5903.558594
	Iteration 73Q: 3 clusters Score -1.981026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 141603 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5903.558594
	Iteration 74Q: 3 clusters Score -1.981028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 141629 members 
Entering Unmasked Estep 
Score: -19810272.000000 Penalty: 5903.558594
	Iteration 75Q: 3 clusters Score -1.981027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5903.558594
	Iteration 76Q: 3 clusters Score -1.981028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 141696 members 
Entering Unmasked Estep 
Score: -19810286.000000 Penalty: 5903.558594
	Iteration 77Q: 3 clusters Score -1.981029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -19810266.000000 Penalty: 5903.558594
	Iteration 78Q: 3 clusters Score -1.981027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -19810284.000000 Penalty: 5903.558594
	Iteration 79Q: 3 clusters Score -1.981028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -19810274.000000 Penalty: 5903.558594
	Iteration 80F: 3 clusters Score -1.981027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -19810266.000000 Penalty: 5903.558594
	Iteration 81Q: 3 clusters Score -1.981027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5903.558594
	Iteration 82Q: 3 clusters Score -1.981028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -19810294.000000 Penalty: 5903.558594
	Iteration 83Q: 3 clusters Score -1.981029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -19810302.000000 Penalty: 5903.558594
	Iteration 84Q: 3 clusters Score -1.98103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5903.558594
	Iteration 85Q: 3 clusters Score -1.981028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5903.558594
	Iteration 86Q: 3 clusters Score -1.981028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5903.558594
	Iteration 87Q: 3 clusters Score -1.981028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -19810270.000000 Penalty: 5903.558594
	Iteration 88Q: 3 clusters Score -1.981027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 141907 members 
Entering Unmasked Estep 
Score: -19810272.000000 Penalty: 5903.558594
	Iteration 89Q: 3 clusters Score -1.981027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 141915 members 
Entering Unmasked Estep 
Score: -19810260.000000 Penalty: 5903.558594
	Iteration 90Q: 3 clusters Score -1.981026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -19810240.000000 Penalty: 5903.558594
	Iteration 91Q: 3 clusters Score -1.981024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -19810242.000000 Penalty: 5903.558594
	Iteration 92Q: 3 clusters Score -1.981024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -19810238.000000 Penalty: 5903.558594
	Iteration 93Q: 3 clusters Score -1.981024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -19810248.000000 Penalty: 5903.558594
	Iteration 94Q: 3 clusters Score -1.981025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -19810234.000000 Penalty: 5903.558594
	Iteration 95Q: 3 clusters Score -1.981023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -19810226.000000 Penalty: 5903.558594
	Iteration 96Q: 3 clusters Score -1.981023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 141952 members 
Entering Unmasked Estep 
Score: -19810230.000000 Penalty: 5903.558594
	Iteration 97Q: 3 clusters Score -1.981023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 141956 members 
Entering Unmasked Estep 
Score: -19810232.000000 Penalty: 5903.558594
	Iteration 98Q: 3 clusters Score -1.981023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -19810228.000000 Penalty: 5903.558594
	Iteration 99Q: 3 clusters Score -1.981023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 141960 members 
Entering Unmasked Estep 
Score: -19810222.000000 Penalty: 5903.558594
	Iteration 100F: 3 clusters Score -1.981022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116740.609375 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116740.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117030.734375 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117030.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117187.179688 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117187.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117413.664062 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -117413.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117818.023438 Penalty: 3388.113770
	Iteration 4F: 3 clusters Score -117818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -118237.000000 Penalty: 3388.113770
	Iteration 5F: 3 clusters Score -118237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118334.187500 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -118334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -118386.804688 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -118386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118408.187500 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -118408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118423.945312 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -118423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -118437.328125 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -118437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118441.414062 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -118441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118441.414062 Penalty: 3388.113770
	Iteration 12F: 3 clusters Score -118441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -940438.500000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940438.5 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -941997.875000 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -941997.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -942230.625000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942230.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -942379.562500 Penalty: 4403.181641
	Iteration 3Q: 3 clusters Score -942379.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -942474.000000 Penalty: 4403.181641
	Iteration 4Q: 3 clusters Score -942474 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -942545.125000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -942545.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -942612.687500 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -942612.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -942670.062500 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -942670.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -942735.250000 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -942735.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -942808.750000 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -942808.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -942910.687500 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -942910.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -943044.437500 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -943044.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -943234.000000 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -943234 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -943447.312500 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -943447.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -943659.375000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -943659.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -943849.312500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -943849.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -943993.562500 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -943993.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -944119.000000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -944119 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -944205.312500 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -944205.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -944255.000000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -944255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -944293.812500 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -944293.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -944318.000000 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -944318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -944337.875000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -944337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -944353.500000 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944353.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -944357.750000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -944363.812500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -944365.312500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -944365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -944370.437500 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -944370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -944372.500000 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -944372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -944374.937500 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -944374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -944375.000000 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -944375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -944376.875000 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -944376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -944379.437500 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -944379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -944379.125000 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -944379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -944381.437500 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -944381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -944379.875000 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -944379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -944380.750000 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -944380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -944380.562500 Penalty: 4403.181641
	Iteration 37Q: 3 clusters Score -944380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -944380.562500 Penalty: 4403.181641
	Iteration 38F: 3 clusters Score -944380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115085 members 
Entering Unmasked Estep 
Score: -14378475.000000 Penalty: 2890.049805
	Iteration 0F: 2 clusters Score -1.437848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -14301434.000000 Penalty: 5780.099609
	Iteration 0F: 3 clusters Score -1.430143e+07 nChanged 54795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -14333040.000000 Penalty: 5780.099609
	Iteration 1F: 3 clusters Score -1.433304e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -14334112.000000 Penalty: 5780.099609
	Iteration 2Q: 3 clusters Score -1.433411e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -14335501.000000 Penalty: 5780.099609
	Iteration 3Q: 3 clusters Score -1.43355e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -14337134.000000 Penalty: 5780.099609
	Iteration 4Q: 3 clusters Score -1.433713e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -14339237.000000 Penalty: 5780.099609
	Iteration 5Q: 3 clusters Score -1.433924e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -14341776.000000 Penalty: 5780.099609
	Iteration 6Q: 3 clusters Score -1.434178e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -14344834.000000 Penalty: 5780.099609
	Iteration 7F: 3 clusters Score -1.434483e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -14347818.000000 Penalty: 5780.099609
	Iteration 8F: 3 clusters Score -1.434782e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -14350734.000000 Penalty: 5780.099609
	Iteration 9F: 3 clusters Score -1.435073e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -14353183.000000 Penalty: 5780.099609
	Iteration 10Q: 3 clusters Score -1.435318e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -14355349.000000 Penalty: 5780.099609
	Iteration 11Q: 3 clusters Score -1.435535e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -14357074.000000 Penalty: 5780.099609
	Iteration 12Q: 3 clusters Score -1.435707e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -14358267.000000 Penalty: 5780.099609
	Iteration 13Q: 3 clusters Score -1.435827e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -14358933.000000 Penalty: 5780.099609
	Iteration 14Q: 3 clusters Score -1.435893e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -14359169.000000 Penalty: 5780.099609
	Iteration 15Q: 3 clusters Score -1.435917e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -14359393.000000 Penalty: 5780.099609
	Iteration 16Q: 3 clusters Score -1.435939e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -14359522.000000 Penalty: 5780.099609
	Iteration 17Q: 3 clusters Score -1.435952e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -14359665.000000 Penalty: 5780.099609
	Iteration 18Q: 3 clusters Score -1.435966e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -14359812.000000 Penalty: 5780.099609
	Iteration 19Q: 3 clusters Score -1.435981e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -14359927.000000 Penalty: 5780.099609
	Iteration 20F: 3 clusters Score -1.435993e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -14360098.000000 Penalty: 5780.099609
	Iteration 21Q: 3 clusters Score -1.43601e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -14360229.000000 Penalty: 5780.099609
	Iteration 22Q: 3 clusters Score -1.436023e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -14360436.000000 Penalty: 5780.099609
	Iteration 23Q: 3 clusters Score -1.436044e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -14360558.000000 Penalty: 5780.099609
	Iteration 24Q: 3 clusters Score -1.436056e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -14360749.000000 Penalty: 5780.099609
	Iteration 25Q: 3 clusters Score -1.436075e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -14360920.000000 Penalty: 5780.099609
	Iteration 26Q: 3 clusters Score -1.436092e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -14361128.000000 Penalty: 5780.099609
	Iteration 27Q: 3 clusters Score -1.436113e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -14361389.000000 Penalty: 5780.099609
	Iteration 28Q: 3 clusters Score -1.436139e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -14361715.000000 Penalty: 5780.099609
	Iteration 29Q: 3 clusters Score -1.436172e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -14361942.000000 Penalty: 5780.099609
	Iteration 30Q: 3 clusters Score -1.436194e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -14362243.000000 Penalty: 5780.099609
	Iteration 31Q: 3 clusters Score -1.436224e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -14362607.000000 Penalty: 5780.099609
	Iteration 32Q: 3 clusters Score -1.436261e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -14362964.000000 Penalty: 5780.099609
	Iteration 33Q: 3 clusters Score -1.436296e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -14363354.000000 Penalty: 5780.099609
	Iteration 34Q: 3 clusters Score -1.436335e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -14363971.000000 Penalty: 5780.099609
	Iteration 35Q: 3 clusters Score -1.436397e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -14364664.000000 Penalty: 5780.099609
	Iteration 36Q: 3 clusters Score -1.436466e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -14365285.000000 Penalty: 5780.099609
	Iteration 37Q: 3 clusters Score -1.436528e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -14366063.000000 Penalty: 5780.099609
	Iteration 38Q: 3 clusters Score -1.436606e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -14366837.000000 Penalty: 5780.099609
	Iteration 39Q: 3 clusters Score -1.436684e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -14367825.000000 Penalty: 5780.099609
	Iteration 40F: 3 clusters Score -1.436782e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -14368937.000000 Penalty: 5780.099609
	Iteration 41Q: 3 clusters Score -1.436894e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -14369991.000000 Penalty: 5780.099609
	Iteration 42Q: 3 clusters Score -1.436999e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -14370991.000000 Penalty: 5780.099609
	Iteration 43Q: 3 clusters Score -1.437099e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -14371920.000000 Penalty: 5780.099609
	Iteration 44Q: 3 clusters Score -1.437192e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -14372935.000000 Penalty: 5780.099609
	Iteration 45Q: 3 clusters Score -1.437294e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14373747.000000 Penalty: 5780.099609
	Iteration 46Q: 3 clusters Score -1.437375e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -14374369.000000 Penalty: 5780.099609
	Iteration 47Q: 3 clusters Score -1.437437e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -14374921.000000 Penalty: 5780.099609
	Iteration 48Q: 3 clusters Score -1.437492e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 111977 members 
Entering Unmasked Estep 
Score: -14375309.000000 Penalty: 5780.099609
	Iteration 49Q: 3 clusters Score -1.437531e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -14375622.000000 Penalty: 5780.099609
	Iteration 50Q: 3 clusters Score -1.437562e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -14375808.000000 Penalty: 5780.099609
	Iteration 51Q: 3 clusters Score -1.437581e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -14375991.000000 Penalty: 5780.099609
	Iteration 52Q: 3 clusters Score -1.437599e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -14376106.000000 Penalty: 5780.099609
	Iteration 53Q: 3 clusters Score -1.437611e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -14376191.000000 Penalty: 5780.099609
	Iteration 54Q: 3 clusters Score -1.437619e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -14376239.000000 Penalty: 5780.099609
	Iteration 55Q: 3 clusters Score -1.437624e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -14376267.000000 Penalty: 5780.099609
	Iteration 56Q: 3 clusters Score -1.437627e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -14376295.000000 Penalty: 5780.099609
	Iteration 57Q: 3 clusters Score -1.43763e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -14376338.000000 Penalty: 5780.099609
	Iteration 58Q: 3 clusters Score -1.437634e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -14376382.000000 Penalty: 5780.099609
	Iteration 59Q: 3 clusters Score -1.437638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -14376404.000000 Penalty: 5780.099609
	Iteration 60F: 3 clusters Score -1.43764e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -14376407.000000 Penalty: 5780.099609
	Iteration 61Q: 3 clusters Score -1.437641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -14376417.000000 Penalty: 5780.099609
	Iteration 62Q: 3 clusters Score -1.437642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -14376421.000000 Penalty: 5780.099609
	Iteration 63Q: 3 clusters Score -1.437642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -14376424.000000 Penalty: 5780.099609
	Iteration 64Q: 3 clusters Score -1.437642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -14376427.000000 Penalty: 5780.099609
	Iteration 65Q: 3 clusters Score -1.437643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -14376424.000000 Penalty: 5780.099609
	Iteration 66Q: 3 clusters Score -1.437642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -14376428.000000 Penalty: 5780.099609
	Iteration 67Q: 3 clusters Score -1.437643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -14376432.000000 Penalty: 5780.099609
	Iteration 68Q: 3 clusters Score -1.437643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -14376440.000000 Penalty: 5780.099609
	Iteration 69Q: 3 clusters Score -1.437644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -14376439.000000 Penalty: 5780.099609
	Iteration 70Q: 3 clusters Score -1.437644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -14376436.000000 Penalty: 5780.099609
	Iteration 71Q: 3 clusters Score -1.437644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -14376447.000000 Penalty: 5780.099609
	Iteration 72Q: 3 clusters Score -1.437645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -14376443.000000 Penalty: 5780.099609
	Iteration 73Q: 3 clusters Score -1.437644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -14376442.000000 Penalty: 5780.099609
	Iteration 74Q: 3 clusters Score -1.437644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 113841 members 
Entering Unmasked Estep 
Score: -14376435.000000 Penalty: 5780.099609
	Iteration 75Q: 3 clusters Score -1.437644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -14376433.000000 Penalty: 5780.099609
	Iteration 76Q: 3 clusters Score -1.437643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -14376441.000000 Penalty: 5780.099609
	Iteration 77Q: 3 clusters Score -1.437644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -14376441.000000 Penalty: 5780.099609
	Iteration 78F: 3 clusters Score -1.437644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 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 273 members 
Entering Unmasked Estep 
Score: -61491.773438 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61491.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61740.214844 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61740.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61847.785156 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61847.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61892.621094 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61892.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61902.433594 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61902.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61912.863281 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61912.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61920.488281 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61920.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61920.488281 Penalty: 3101.899170
	Iteration 7F: 3 clusters Score -61920.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1346483.375000 Penalty: 2308.319336
	Iteration 0F: 2 clusters Score -1346483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1338184.375000 Penalty: 4616.638672
	Iteration 0F: 3 clusters Score -1338184 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1340942.750000 Penalty: 4616.638672
	Iteration 1F: 3 clusters Score -1340943 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1341669.750000 Penalty: 4616.638672
	Iteration 2F: 3 clusters Score -1341670 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1342401.125000 Penalty: 4616.638672
	Iteration 3F: 3 clusters Score -1342401 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1343045.375000 Penalty: 4616.638672
	Iteration 4F: 3 clusters Score -1343045 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1343531.875000 Penalty: 4616.638672
	Iteration 5F: 3 clusters Score -1343532 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1343880.500000 Penalty: 4616.638672
	Iteration 6F: 3 clusters Score -1343880 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1344152.500000 Penalty: 4616.638672
	Iteration 7Q: 3 clusters Score -1344152 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1344324.125000 Penalty: 4616.638672
	Iteration 8Q: 3 clusters Score -1344324 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1344452.000000 Penalty: 4616.638672
	Iteration 9Q: 3 clusters Score -1344452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1344533.750000 Penalty: 4616.638672
	Iteration 10Q: 3 clusters Score -1344534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1344602.500000 Penalty: 4616.638672
	Iteration 11Q: 3 clusters Score -1344602 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1344665.625000 Penalty: 4616.638672
	Iteration 12Q: 3 clusters Score -1344666 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1344741.500000 Penalty: 4616.638672
	Iteration 13Q: 3 clusters Score -1344742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1344804.125000 Penalty: 4616.638672
	Iteration 14Q: 3 clusters Score -1344804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1344872.750000 Penalty: 4616.638672
	Iteration 15Q: 3 clusters Score -1344873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1344943.750000 Penalty: 4616.638672
	Iteration 16Q: 3 clusters Score -1344944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1345035.500000 Penalty: 4616.638672
	Iteration 17Q: 3 clusters Score -1345036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1345128.125000 Penalty: 4616.638672
	Iteration 18Q: 3 clusters Score -1345128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1345218.625000 Penalty: 4616.638672
	Iteration 19Q: 3 clusters Score -1345219 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1345317.250000 Penalty: 4616.638672
	Iteration 20F: 3 clusters Score -1345317 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1345418.125000 Penalty: 4616.638672
	Iteration 21Q: 3 clusters Score -1345418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1345520.500000 Penalty: 4616.638672
	Iteration 22Q: 3 clusters Score -1345520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1345586.125000 Penalty: 4616.638672
	Iteration 23Q: 3 clusters Score -1345586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1345625.000000 Penalty: 4616.638672
	Iteration 24Q: 3 clusters Score -1345625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1345654.250000 Penalty: 4616.638672
	Iteration 25Q: 3 clusters Score -1345654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1345680.500000 Penalty: 4616.638672
	Iteration 26Q: 3 clusters Score -1345680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1345696.125000 Penalty: 4616.638672
	Iteration 27Q: 3 clusters Score -1345696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1345710.750000 Penalty: 4616.638672
	Iteration 28Q: 3 clusters Score -1345711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1345724.625000 Penalty: 4616.638672
	Iteration 29Q: 3 clusters Score -1345725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1345731.625000 Penalty: 4616.638672
	Iteration 30Q: 3 clusters Score -1345732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1345736.375000 Penalty: 4616.638672
	Iteration 31Q: 3 clusters Score -1345736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1345746.625000 Penalty: 4616.638672
	Iteration 32Q: 3 clusters Score -1345747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1345743.875000 Penalty: 4616.638672
	Iteration 33Q: 3 clusters Score -1345744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1345748.000000 Penalty: 4616.638672
	Iteration 34Q: 3 clusters Score -1345748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1345748.250000 Penalty: 4616.638672
	Iteration 35Q: 3 clusters Score -1345748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1345751.625000 Penalty: 4616.638672
	Iteration 36Q: 3 clusters Score -1345752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1345759.750000 Penalty: 4616.638672
	Iteration 37Q: 3 clusters Score -1345760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1345759.625000 Penalty: 4616.638672
	Iteration 38Q: 3 clusters Score -1345760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1345763.250000 Penalty: 4616.638672
	Iteration 39Q: 3 clusters Score -1345763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1345761.875000 Penalty: 4616.638672
	Iteration 40F: 3 clusters Score -1345762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1345767.875000 Penalty: 4616.638672
	Iteration 41Q: 3 clusters Score -1345768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1345768.625000 Penalty: 4616.638672
	Iteration 42Q: 3 clusters Score -1345769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1345770.000000 Penalty: 4616.638672
	Iteration 43Q: 3 clusters Score -1345770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1345769.000000 Penalty: 4616.638672
	Iteration 44Q: 3 clusters Score -1345769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1345769.250000 Penalty: 4616.638672
	Iteration 45Q: 3 clusters Score -1345769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1345769.875000 Penalty: 4616.638672
	Iteration 46Q: 3 clusters Score -1345770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1345770.500000 Penalty: 4616.638672
	Iteration 47Q: 3 clusters Score -1345770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1345770.875000 Penalty: 4616.638672
	Iteration 48Q: 3 clusters Score -1345771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1345768.875000 Penalty: 4616.638672
	Iteration 49Q: 3 clusters Score -1345769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1345771.250000 Penalty: 4616.638672
	Iteration 50Q: 3 clusters Score -1345771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1345774.625000 Penalty: 4616.638672
	Iteration 51Q: 3 clusters Score -1345775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1345774.375000 Penalty: 4616.638672
	Iteration 52Q: 3 clusters Score -1345774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1345778.500000 Penalty: 4616.638672
	Iteration 53Q: 3 clusters Score -1345778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1345782.875000 Penalty: 4616.638672
	Iteration 54Q: 3 clusters Score -1345783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1345782.375000 Penalty: 4616.638672
	Iteration 55Q: 3 clusters Score -1345782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1345784.250000 Penalty: 4616.638672
	Iteration 56Q: 3 clusters Score -1345784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1345782.500000 Penalty: 4616.638672
	Iteration 57Q: 3 clusters Score -1345782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1345782.750000 Penalty: 4616.638672
	Iteration 58Q: 3 clusters Score -1345783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1345783.250000 Penalty: 4616.638672
	Iteration 59Q: 3 clusters Score -1345783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1345783.250000 Penalty: 4616.638672
	Iteration 60F: 3 clusters Score -1345783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1345784.500000 Penalty: 4616.638672
	Iteration 61Q: 3 clusters Score -1345784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1345784.750000 Penalty: 4616.638672
	Iteration 62Q: 3 clusters Score -1345785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1345786.000000 Penalty: 4616.638672
	Iteration 63Q: 3 clusters Score -1345786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1345787.875000 Penalty: 4616.638672
	Iteration 64Q: 3 clusters Score -1345788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1345786.125000 Penalty: 4616.638672
	Iteration 65Q: 3 clusters Score -1345786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1345787.875000 Penalty: 4616.638672
	Iteration 66Q: 3 clusters Score -1345788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1345788.500000 Penalty: 4616.638672
	Iteration 67Q: 3 clusters Score -1345788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1345789.750000 Penalty: 4616.638672
	Iteration 68Q: 3 clusters Score -1345790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1345790.625000 Penalty: 4616.638672
	Iteration 69Q: 3 clusters Score -1345791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1345787.250000 Penalty: 4616.638672
	Iteration 70Q: 3 clusters Score -1345787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1345788.750000 Penalty: 4616.638672
	Iteration 71Q: 3 clusters Score -1345789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1345787.250000 Penalty: 4616.638672
	Iteration 72Q: 3 clusters Score -1345787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1345789.500000 Penalty: 4616.638672
	Iteration 73Q: 3 clusters Score -1345790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1345789.500000 Penalty: 4616.638672
	Iteration 74F: 3 clusters Score -1345790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -547354.000000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -547354 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 2352 members 
Entering Unmasked Estep 
Score: -543164.812500 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -543164.8 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -544440.250000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -544440.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -544846.125000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -544846.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -545154.687500 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -545154.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -545375.750000 Penalty: 4187.892578
	Iteration 4F: 3 clusters Score -545375.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545589.250000 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -545589.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -545773.875000 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -545773.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -545940.500000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -545940.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -546043.312500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -546043.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -546118.437500 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -546118.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -546182.250000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -546182.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -546229.062500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -546229.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546268.562500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -546268.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -546298.000000 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -546298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -546326.625000 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -546326.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -546347.437500 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -546347.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -546358.000000 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -546358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -546365.812500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -546365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -546374.000000 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -546374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -546380.750000 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -546380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -546387.375000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -546387.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -546401.500000 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -546401.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -546425.687500 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -546425.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -546446.500000 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -546446.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -546464.750000 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -546464.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -546477.312500 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -546477.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -546488.000000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -546488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -546498.625000 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -546498.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -546508.250000 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -546508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -546517.875000 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -546517.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -546523.125000 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -546523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -546525.187500 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -546525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -546526.125000 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -546526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -546526.125000 Penalty: 4187.892578
	Iteration 33F: 3 clusters Score -546526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 99224 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16017 members 
Mstep: Class 7 contains 119460 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 40077 members 
Mstep: Class 15 contains 173021 members 
Mstep: Class 16 contains 131583 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 214994 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114789 members 
Mstep: Class 23 contains 18561 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7354 members 
Mstep: Class 26 contains 147611 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115085 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076960.000000 Penalty: 112337.296875
Iteration 399Q: 33 clusters Score -1.81077e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18510 members 
Mstep: Class 4 contains 99191 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 119377 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 40074 members 
Mstep: Class 15 contains 173065 members 
Mstep: Class 16 contains 131584 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 214988 members 
Mstep: Class 19 contains 37126 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 18549 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 147698 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115081 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076896.000000 Penalty: 112337.296875
Iteration 400F: 33 clusters Score -1.810769e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 18515 members 
Mstep: Class 4 contains 99158 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 119282 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 40075 members 
Mstep: Class 15 contains 173100 members 
Mstep: Class 16 contains 131584 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 214998 members 
Mstep: Class 19 contains 37126 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18537 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7351 members 
Mstep: Class 26 contains 147785 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115087 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077072.000000 Penalty: 112337.296875
Iteration 401Q: 33 clusters Score -1.810771e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18518 members 
Mstep: Class 4 contains 99131 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 119178 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 40076 members 
Mstep: Class 15 contains 173141 members 
Mstep: Class 16 contains 131583 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215003 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114793 members 
Mstep: Class 23 contains 18527 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7349 members 
Mstep: Class 26 contains 147871 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115090 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076912.000000 Penalty: 112337.296875
Iteration 402Q: 33 clusters Score -1.810769e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18520 members 
Mstep: Class 4 contains 99102 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 119079 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 40073 members 
Mstep: Class 15 contains 173164 members 
Mstep: Class 16 contains 131581 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215013 members 
Mstep: Class 19 contains 37128 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18513 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 147967 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115102 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076960.000000 Penalty: 112337.296875
Iteration 403Q: 33 clusters Score -1.81077e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 18523 members 
Mstep: Class 4 contains 99074 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16017 members 
Mstep: Class 7 contains 118999 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 40074 members 
Mstep: Class 15 contains 173188 members 
Mstep: Class 16 contains 131579 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215015 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114797 members 
Mstep: Class 23 contains 18502 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 148050 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115106 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076656.000000 Penalty: 112337.296875
Iteration 404Q: 33 clusters Score -1.810767e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 18527 members 
Mstep: Class 4 contains 99049 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16021 members 
Mstep: Class 7 contains 118906 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 40071 members 
Mstep: Class 15 contains 173198 members 
Mstep: Class 16 contains 131576 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 215021 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 18487 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 148146 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115125 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076608.000000 Penalty: 112337.296875
Iteration 405Q: 33 clusters Score -1.810766e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 99018 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16027 members 
Mstep: Class 7 contains 118829 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 40071 members 
Mstep: Class 15 contains 173202 members 
Mstep: Class 16 contains 131573 members 
Mstep: Class 17 contains 28692 members 
Mstep: Class 18 contains 215028 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114798 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 148233 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115137 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076432.000000 Penalty: 112337.296875
Iteration 406Q: 33 clusters Score -1.810764e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18536 members 
Mstep: Class 4 contains 98992 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16030 members 
Mstep: Class 7 contains 118752 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 40070 members 
Mstep: Class 15 contains 173214 members 
Mstep: Class 16 contains 131569 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215028 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5376 members 
Mstep: Class 22 contains 114798 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 148318 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115149 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076608.000000 Penalty: 112337.296875
Iteration 407Q: 33 clusters Score -1.810766e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18542 members 
Mstep: Class 4 contains 98969 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16035 members 
Mstep: Class 7 contains 118683 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 40069 members 
Mstep: Class 15 contains 173217 members 
Mstep: Class 16 contains 131566 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 215039 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 18463 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 148382 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115161 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076624.000000 Penalty: 112337.296875
Iteration 408Q: 33 clusters Score -1.810766e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18540 members 
Mstep: Class 4 contains 98949 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 118632 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 14130 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 40071 members 
Mstep: Class 15 contains 173210 members 
Mstep: Class 16 contains 131561 members 
Mstep: Class 17 contains 28687 members 
Mstep: Class 18 contains 215046 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114800 members 
Mstep: Class 23 contains 18456 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 148445 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115180 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076672.000000 Penalty: 112337.296875
Iteration 409Q: 33 clusters Score -1.810767e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18542 members 
Mstep: Class 4 contains 98929 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 118565 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 40069 members 
Mstep: Class 15 contains 173213 members 
Mstep: Class 16 contains 131557 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215050 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114802 members 
Mstep: Class 23 contains 18453 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 148507 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115209 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076800.000000 Penalty: 112337.296875
Iteration 410Q: 33 clusters Score -1.810768e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 98905 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 118504 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14127 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 40070 members 
Mstep: Class 15 contains 173215 members 
Mstep: Class 16 contains 131553 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 215058 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114801 members 
Mstep: Class 23 contains 18443 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 148589 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115212 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076704.000000 Penalty: 112337.296875
Iteration 411Q: 33 clusters Score -1.810767e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18558 members 
Mstep: Class 4 contains 98890 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 118435 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 40067 members 
Mstep: Class 15 contains 173215 members 
Mstep: Class 16 contains 131546 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 215075 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 18433 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 148662 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115219 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076800.000000 Penalty: 112337.296875
Iteration 412Q: 33 clusters Score -1.810768e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18564 members 
Mstep: Class 4 contains 98872 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 118362 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 40067 members 
Mstep: Class 15 contains 173223 members 
Mstep: Class 16 contains 131543 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 215084 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114798 members 
Mstep: Class 23 contains 18419 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 148734 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115232 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076992.000000 Penalty: 112337.296875
Iteration 413Q: 33 clusters Score -1.81077e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18566 members 
Mstep: Class 4 contains 98844 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 118298 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 40066 members 
Mstep: Class 15 contains 173232 members 
Mstep: Class 16 contains 131541 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215086 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114794 members 
Mstep: Class 23 contains 18406 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7338 members 
Mstep: Class 26 contains 148823 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115246 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076864.000000 Penalty: 112337.296875
Iteration 414Q: 33 clusters Score -1.810769e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 98818 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 118241 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 40066 members 
Mstep: Class 15 contains 173245 members 
Mstep: Class 16 contains 131537 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215089 members 
Mstep: Class 19 contains 37118 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18393 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 148901 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115260 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076992.000000 Penalty: 112337.296875
Iteration 415Q: 33 clusters Score -1.81077e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18575 members 
Mstep: Class 4 contains 98792 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 118183 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40066 members 
Mstep: Class 15 contains 173253 members 
Mstep: Class 16 contains 131531 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215085 members 
Mstep: Class 19 contains 37117 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18375 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 7336 members 
Mstep: Class 26 contains 148982 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115271 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077024.000000 Penalty: 112337.296875
Iteration 416Q: 33 clusters Score -1.81077e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18585 members 
Mstep: Class 4 contains 98776 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 118108 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 15 contains 173264 members 
Mstep: Class 16 contains 131532 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215088 members 
Mstep: Class 19 contains 37115 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114792 members 
Mstep: Class 23 contains 18351 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 7336 members 
Mstep: Class 26 contains 149062 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115282 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077184.000000 Penalty: 112337.296875
Iteration 417Q: 33 clusters Score -1.810772e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18598 members 
Mstep: Class 4 contains 98754 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 118041 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 14130 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 15 contains 173268 members 
Mstep: Class 16 contains 131530 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 215096 members 
Mstep: Class 19 contains 37113 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18328 members 
Mstep: Class 24 contains 4424 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 149140 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115286 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077152.000000 Penalty: 112337.296875
Iteration 418Q: 33 clusters Score -1.810772e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18609 members 
Mstep: Class 4 contains 98728 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117965 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 173277 members 
Mstep: Class 16 contains 131531 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 215109 members 
Mstep: Class 19 contains 37112 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18308 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 7335 members 
Mstep: Class 26 contains 149224 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115291 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076976.000000 Penalty: 112337.296875
Iteration 419Q: 33 clusters Score -1.81077e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 98703 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117887 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 173282 members 
Mstep: Class 16 contains 131526 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 215120 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 114791 members 
Mstep: Class 23 contains 18295 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 7332 members 
Mstep: Class 26 contains 149313 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115291 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077008.000000 Penalty: 112337.296875
Iteration 420F: 33 clusters Score -1.81077e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 98670 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117807 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14133 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 173276 members 
Mstep: Class 16 contains 131520 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215136 members 
Mstep: Class 19 contains 37106 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18280 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 149406 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115311 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077088.000000 Penalty: 112337.296875
Iteration 421Q: 33 clusters Score -1.810771e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18631 members 
Mstep: Class 4 contains 98631 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 117732 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40062 members 
Mstep: Class 15 contains 173284 members 
Mstep: Class 16 contains 131515 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215152 members 
Mstep: Class 19 contains 37106 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 18276 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 149494 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115319 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076864.000000 Penalty: 112337.296875
Iteration 422Q: 33 clusters Score -1.810769e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18631 members 
Mstep: Class 4 contains 98597 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 117648 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14135 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40062 members 
Mstep: Class 15 contains 173279 members 
Mstep: Class 16 contains 131515 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215168 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 114785 members 
Mstep: Class 23 contains 18270 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 149591 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115340 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076816.000000 Penalty: 112337.296875
Iteration 423Q: 33 clusters Score -1.810768e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18633 members 
Mstep: Class 4 contains 98575 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 117571 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14136 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 173281 members 
Mstep: Class 16 contains 131518 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215177 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114785 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 7327 members 
Mstep: Class 26 contains 149693 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115329 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076768.000000 Penalty: 112337.296875
Iteration 424Q: 33 clusters Score -1.810768e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18635 members 
Mstep: Class 4 contains 98553 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 117475 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 14138 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 173283 members 
Mstep: Class 16 contains 131515 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215189 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114786 members 
Mstep: Class 23 contains 18272 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 149808 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115313 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076752.000000 Penalty: 112337.296875
Iteration 425Q: 33 clusters Score -1.810768e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18635 members 
Mstep: Class 4 contains 98535 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117363 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 14141 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 173291 members 
Mstep: Class 16 contains 131519 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215204 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 18271 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 149922 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115312 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076656.000000 Penalty: 112337.296875
Iteration 426Q: 33 clusters Score -1.810767e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18640 members 
Mstep: Class 4 contains 98511 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117272 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 14144 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40058 members 
Mstep: Class 15 contains 173289 members 
Mstep: Class 16 contains 131528 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215209 members 
Mstep: Class 19 contains 37102 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114781 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150027 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115309 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076688.000000 Penalty: 112337.296875
Iteration 427Q: 33 clusters Score -1.810767e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18642 members 
Mstep: Class 4 contains 98492 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 117186 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 14145 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 173294 members 
Mstep: Class 16 contains 131530 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215213 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114782 members 
Mstep: Class 23 contains 18266 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150127 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115306 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076624.000000 Penalty: 112337.296875
Iteration 428Q: 33 clusters Score -1.810766e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18644 members 
Mstep: Class 4 contains 98471 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 117092 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 14146 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173305 members 
Mstep: Class 16 contains 131536 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215223 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114783 members 
Mstep: Class 23 contains 18265 members 
Mstep: Class 24 contains 4382 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150231 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115294 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076608.000000 Penalty: 112337.296875
Iteration 429Q: 33 clusters Score -1.810766e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 98457 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 116999 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173314 members 
Mstep: Class 16 contains 131541 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215230 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114780 members 
Mstep: Class 23 contains 18264 members 
Mstep: Class 24 contains 4373 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150340 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115284 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076672.000000 Penalty: 112337.296875
Iteration 430Q: 33 clusters Score -1.810767e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18647 members 
Mstep: Class 4 contains 98444 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 116915 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173302 members 
Mstep: Class 16 contains 131543 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215243 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 18264 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150449 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115275 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076736.000000 Penalty: 112337.296875
Iteration 431Q: 33 clusters Score -1.810767e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18651 members 
Mstep: Class 4 contains 98433 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 116808 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 173301 members 
Mstep: Class 16 contains 131550 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215257 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114779 members 
Mstep: Class 23 contains 18262 members 
Mstep: Class 24 contains 4362 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150576 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115252 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076656.000000 Penalty: 112337.296875
Iteration 432Q: 33 clusters Score -1.810767e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 98414 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 116698 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173301 members 
Mstep: Class 16 contains 131560 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215271 members 
Mstep: Class 19 contains 37106 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114778 members 
Mstep: Class 23 contains 18260 members 
Mstep: Class 24 contains 4351 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150702 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115249 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076608.000000 Penalty: 112337.296875
Iteration 433Q: 33 clusters Score -1.810766e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18653 members 
Mstep: Class 4 contains 98400 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 116579 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173292 members 
Mstep: Class 16 contains 131572 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 215281 members 
Mstep: Class 19 contains 37108 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 18260 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 150834 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115247 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076544.000000 Penalty: 112337.296875
Iteration 434Q: 33 clusters Score -1.810765e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18656 members 
Mstep: Class 4 contains 98385 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 116475 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 173292 members 
Mstep: Class 16 contains 131574 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 215293 members 
Mstep: Class 19 contains 37108 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114772 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 150966 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115225 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076400.000000 Penalty: 112337.296875
Iteration 435Q: 33 clusters Score -1.810764e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18660 members 
Mstep: Class 4 contains 98375 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 116363 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173283 members 
Mstep: Class 16 contains 131574 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 215302 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114769 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 151105 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115209 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076352.000000 Penalty: 112337.296875
Iteration 436Q: 33 clusters Score -1.810764e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18661 members 
Mstep: Class 4 contains 98359 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 116263 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 14146 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173274 members 
Mstep: Class 16 contains 131577 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 215308 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114767 members 
Mstep: Class 23 contains 18248 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 151245 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115203 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076400.000000 Penalty: 112337.296875
Iteration 437Q: 33 clusters Score -1.810764e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18668 members 
Mstep: Class 4 contains 98340 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 116173 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14146 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 173267 members 
Mstep: Class 16 contains 131576 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 215311 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114767 members 
Mstep: Class 23 contains 18250 members 
Mstep: Class 24 contains 4323 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 151368 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115192 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076576.000000 Penalty: 112337.296875
Iteration 438Q: 33 clusters Score -1.810766e+08 nChanged 279
Entering ConstructFrom: 
Score: -181076576.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Entering Unmasked Estep 
Score: -3514723.500000 Penalty: 2528.952148
	Iteration 0F: 2 clusters Score -3514724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3496192.250000 Penalty: 5057.904297
	Iteration 0F: 3 clusters Score -3496192 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3502746.500000 Penalty: 5057.904297
	Iteration 1F: 3 clusters Score -3502746 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3503560.000000 Penalty: 5057.904297
	Iteration 2F: 3 clusters Score -3503560 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3504735.250000 Penalty: 5057.904297
	Iteration 3F: 3 clusters Score -3504735 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3506147.500000 Penalty: 5057.904297
	Iteration 4F: 3 clusters Score -3506148 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3507675.500000 Penalty: 5057.904297
	Iteration 5F: 3 clusters Score -3507676 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3509163.000000 Penalty: 5057.904297
	Iteration 6F: 3 clusters Score -3509163 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3510522.500000 Penalty: 5057.904297
	Iteration 7F: 3 clusters Score -3510522 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3511599.250000 Penalty: 5057.904297
	Iteration 8F: 3 clusters Score -3511599 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3512337.750000 Penalty: 5057.904297
	Iteration 9Q: 3 clusters Score -3512338 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3512896.500000 Penalty: 5057.904297
	Iteration 10Q: 3 clusters Score -3512896 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3513358.750000 Penalty: 5057.904297
	Iteration 11Q: 3 clusters Score -3513359 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3513733.500000 Penalty: 5057.904297
	Iteration 12Q: 3 clusters Score -3513734 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3514059.000000 Penalty: 5057.904297
	Iteration 13Q: 3 clusters Score -3514059 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3514403.250000 Penalty: 5057.904297
	Iteration 14Q: 3 clusters Score -3514403 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3514701.500000 Penalty: 5057.904297
	Iteration 15Q: 3 clusters Score -3514702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3514903.000000 Penalty: 5057.904297
	Iteration 16Q: 3 clusters Score -3514903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3514992.500000 Penalty: 5057.904297
	Iteration 17Q: 3 clusters Score -3514992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3515034.750000 Penalty: 5057.904297
	Iteration 18Q: 3 clusters Score -3515035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3515065.750000 Penalty: 5057.904297
	Iteration 19Q: 3 clusters Score -3515066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3515087.000000 Penalty: 5057.904297
	Iteration 20F: 3 clusters Score -3515087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3515089.500000 Penalty: 5057.904297
	Iteration 21Q: 3 clusters Score -3515090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3515099.750000 Penalty: 5057.904297
	Iteration 22Q: 3 clusters Score -3515100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3515102.000000 Penalty: 5057.904297
	Iteration 23Q: 3 clusters Score -3515102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3515123.750000 Penalty: 5057.904297
	Iteration 24Q: 3 clusters Score -3515124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3515135.500000 Penalty: 5057.904297
	Iteration 25Q: 3 clusters Score -3515136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3515140.750000 Penalty: 5057.904297
	Iteration 26Q: 3 clusters Score -3515141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3515142.500000 Penalty: 5057.904297
	Iteration 27Q: 3 clusters Score -3515142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3515146.750000 Penalty: 5057.904297
	Iteration 28Q: 3 clusters Score -3515147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3515142.750000 Penalty: 5057.904297
	Iteration 29Q: 3 clusters Score -3515143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3515139.750000 Penalty: 5057.904297
	Iteration 30Q: 3 clusters Score -3515140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3515151.250000 Penalty: 5057.904297
	Iteration 31Q: 3 clusters Score -3515151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3515155.000000 Penalty: 5057.904297
	Iteration 32Q: 3 clusters Score -3515155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3515161.000000 Penalty: 5057.904297
	Iteration 33Q: 3 clusters Score -3515161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3515162.500000 Penalty: 5057.904297
	Iteration 34Q: 3 clusters Score -3515162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3515166.000000 Penalty: 5057.904297
	Iteration 35Q: 3 clusters Score -3515166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3515162.750000 Penalty: 5057.904297
	Iteration 36Q: 3 clusters Score -3515163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3515166.000000 Penalty: 5057.904297
	Iteration 37Q: 3 clusters Score -3515166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3515166.000000 Penalty: 5057.904297
	Iteration 38Q: 3 clusters Score -3515166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3515168.250000 Penalty: 5057.904297
	Iteration 39Q: 3 clusters Score -3515168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3515172.250000 Penalty: 5057.904297
	Iteration 40F: 3 clusters Score -3515172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3515168.250000 Penalty: 5057.904297
	Iteration 41Q: 3 clusters Score -3515168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3515177.250000 Penalty: 5057.904297
	Iteration 42Q: 3 clusters Score -3515177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3515176.250000 Penalty: 5057.904297
	Iteration 43Q: 3 clusters Score -3515176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3515178.500000 Penalty: 5057.904297
	Iteration 44Q: 3 clusters Score -3515178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3515178.000000 Penalty: 5057.904297
	Iteration 45Q: 3 clusters Score -3515178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3515186.500000 Penalty: 5057.904297
	Iteration 46Q: 3 clusters Score -3515186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3515187.500000 Penalty: 5057.904297
	Iteration 47Q: 3 clusters Score -3515188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3515188.500000 Penalty: 5057.904297
	Iteration 48Q: 3 clusters Score -3515188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3515185.000000 Penalty: 5057.904297
	Iteration 49Q: 3 clusters Score -3515185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3515185.000000 Penalty: 5057.904297
	Iteration 50Q: 3 clusters Score -3515185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3515185.000000 Penalty: 5057.904297
	Iteration 51F: 3 clusters Score -3515185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18670 members 
Mstep: Class 4 contains 98324 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 116094 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173264 members 
Mstep: Class 16 contains 131577 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 215319 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114769 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 151478 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115173 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 1710 members 
Entering Unmasked Estep 
Score: -181076176.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181076576.000000 to -181076176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1800702.000000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1800702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1790645.750000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1790646 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1793756.625000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1793757 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1794262.875000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1794263 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1794792.250000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1794792 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1795355.750000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1795356 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1795927.375000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1795927 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1796450.375000 Penalty: 4731.056641
	Iteration 6F: 3 clusters Score -1796450 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1796890.250000 Penalty: 4731.056641
	Iteration 7F: 3 clusters Score -1796890 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1797230.000000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1797230 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1797489.000000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1797489 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1797709.500000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1797710 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1797900.000000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1797900 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1798099.250000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1798099 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1798251.375000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1798251 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1798443.875000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1798444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1798618.375000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1798618 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1798738.375000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1798738 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1798844.375000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1798844 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1798933.125000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1798933 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1799016.875000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1799017 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1799088.500000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1799088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1799155.000000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1799155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1799220.000000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1799220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1799266.250000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1799266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1799307.000000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1799307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1799343.625000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1799344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1799378.000000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1799378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1799424.125000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1799424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1799470.000000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1799470 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1799514.000000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1799514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1799552.375000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1799552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1799587.125000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1799587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1799619.500000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1799620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1799665.750000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1799666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1799716.125000 Penalty: 4731.056641
	Iteration 34Q: 3 clusters Score -1799716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1799764.625000 Penalty: 4731.056641
	Iteration 35Q: 3 clusters Score -1799765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1799828.375000 Penalty: 4731.056641
	Iteration 36Q: 3 clusters Score -1799828 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1799890.250000 Penalty: 4731.056641
	Iteration 37Q: 3 clusters Score -1799890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1799949.125000 Penalty: 4731.056641
	Iteration 38Q: 3 clusters Score -1799949 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1799994.125000 Penalty: 4731.056641
	Iteration 39Q: 3 clusters Score -1799994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1800055.000000 Penalty: 4731.056641
	Iteration 40F: 3 clusters Score -1800055 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1800108.375000 Penalty: 4731.056641
	Iteration 41Q: 3 clusters Score -1800108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1800162.750000 Penalty: 4731.056641
	Iteration 42Q: 3 clusters Score -1800163 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1800229.375000 Penalty: 4731.056641
	Iteration 43Q: 3 clusters Score -1800229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1800291.500000 Penalty: 4731.056641
	Iteration 44Q: 3 clusters Score -1800292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1800331.500000 Penalty: 4731.056641
	Iteration 45Q: 3 clusters Score -1800332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1800373.625000 Penalty: 4731.056641
	Iteration 46Q: 3 clusters Score -1800374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1800388.500000 Penalty: 4731.056641
	Iteration 47Q: 3 clusters Score -1800388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1800405.125000 Penalty: 4731.056641
	Iteration 48Q: 3 clusters Score -1800405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1800425.375000 Penalty: 4731.056641
	Iteration 49Q: 3 clusters Score -1800425 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1800441.375000 Penalty: 4731.056641
	Iteration 50Q: 3 clusters Score -1800441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1800457.125000 Penalty: 4731.056641
	Iteration 51Q: 3 clusters Score -1800457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1800472.250000 Penalty: 4731.056641
	Iteration 52Q: 3 clusters Score -1800472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1800482.000000 Penalty: 4731.056641
	Iteration 53Q: 3 clusters Score -1800482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1800491.250000 Penalty: 4731.056641
	Iteration 54Q: 3 clusters Score -1800491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1800500.250000 Penalty: 4731.056641
	Iteration 55Q: 3 clusters Score -1800500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1800507.625000 Penalty: 4731.056641
	Iteration 56Q: 3 clusters Score -1800508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1800512.625000 Penalty: 4731.056641
	Iteration 57Q: 3 clusters Score -1800513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1800513.875000 Penalty: 4731.056641
	Iteration 58Q: 3 clusters Score -1800514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1800521.375000 Penalty: 4731.056641
	Iteration 59Q: 3 clusters Score -1800521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1800522.125000 Penalty: 4731.056641
	Iteration 60F: 3 clusters Score -1800522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1800517.125000 Penalty: 4731.056641
	Iteration 61Q: 3 clusters Score -1800517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1800522.375000 Penalty: 4731.056641
	Iteration 62Q: 3 clusters Score -1800522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1800525.500000 Penalty: 4731.056641
	Iteration 63Q: 3 clusters Score -1800526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1800520.750000 Penalty: 4731.056641
	Iteration 64Q: 3 clusters Score -1800521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1800525.375000 Penalty: 4731.056641
	Iteration 65Q: 3 clusters Score -1800525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1800521.500000 Penalty: 4731.056641
	Iteration 66Q: 3 clusters Score -1800522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1800526.375000 Penalty: 4731.056641
	Iteration 67Q: 3 clusters Score -1800526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1800523.750000 Penalty: 4731.056641
	Iteration 68Q: 3 clusters Score -1800524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1800526.500000 Penalty: 4731.056641
	Iteration 69Q: 3 clusters Score -1800526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1800527.000000 Penalty: 4731.056641
	Iteration 70Q: 3 clusters Score -1800527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1800527.750000 Penalty: 4731.056641
	Iteration 71Q: 3 clusters Score -1800528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1800527.750000 Penalty: 4731.056641
	Iteration 72F: 3 clusters Score -1800528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Entering Unmasked Estep 
Score: -2435673.000000 Penalty: 2438.998779
	Iteration 0F: 2 clusters Score -2435673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2422479.000000 Penalty: 4877.997559
	Iteration 0F: 3 clusters Score -2422479 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2426885.750000 Penalty: 4877.997559
	Iteration 1F: 3 clusters Score -2426886 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2427354.000000 Penalty: 4877.997559
	Iteration 2F: 3 clusters Score -2427354 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2427741.500000 Penalty: 4877.997559
	Iteration 3Q: 3 clusters Score -2427742 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2428106.000000 Penalty: 4877.997559
	Iteration 4Q: 3 clusters Score -2428106 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2428492.500000 Penalty: 4877.997559
	Iteration 5Q: 3 clusters Score -2428492 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2428955.500000 Penalty: 4877.997559
	Iteration 6Q: 3 clusters Score -2428956 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2429450.000000 Penalty: 4877.997559
	Iteration 7Q: 3 clusters Score -2429450 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2429989.750000 Penalty: 4877.997559
	Iteration 8F: 3 clusters Score -2429990 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2430537.500000 Penalty: 4877.997559
	Iteration 9F: 3 clusters Score -2430538 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2431119.500000 Penalty: 4877.997559
	Iteration 10Q: 3 clusters Score -2431120 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2431672.750000 Penalty: 4877.997559
	Iteration 11Q: 3 clusters Score -2431673 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2432118.000000 Penalty: 4877.997559
	Iteration 12Q: 3 clusters Score -2432118 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2432491.250000 Penalty: 4877.997559
	Iteration 13Q: 3 clusters Score -2432491 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2432769.250000 Penalty: 4877.997559
	Iteration 14Q: 3 clusters Score -2432769 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2433019.000000 Penalty: 4877.997559
	Iteration 15Q: 3 clusters Score -2433019 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2433272.000000 Penalty: 4877.997559
	Iteration 16Q: 3 clusters Score -2433272 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2433567.250000 Penalty: 4877.997559
	Iteration 17Q: 3 clusters Score -2433567 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2433849.500000 Penalty: 4877.997559
	Iteration 18Q: 3 clusters Score -2433850 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2434081.750000 Penalty: 4877.997559
	Iteration 19Q: 3 clusters Score -2434082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2434271.000000 Penalty: 4877.997559
	Iteration 20F: 3 clusters Score -2434271 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2434414.000000 Penalty: 4877.997559
	Iteration 21Q: 3 clusters Score -2434414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2434533.750000 Penalty: 4877.997559
	Iteration 22Q: 3 clusters Score -2434534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2434615.250000 Penalty: 4877.997559
	Iteration 23Q: 3 clusters Score -2434615 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2434653.500000 Penalty: 4877.997559
	Iteration 24Q: 3 clusters Score -2434654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2434696.500000 Penalty: 4877.997559
	Iteration 25Q: 3 clusters Score -2434696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2434715.500000 Penalty: 4877.997559
	Iteration 26Q: 3 clusters Score -2434716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2434739.000000 Penalty: 4877.997559
	Iteration 27Q: 3 clusters Score -2434739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2434757.750000 Penalty: 4877.997559
	Iteration 28Q: 3 clusters Score -2434758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2434782.000000 Penalty: 4877.997559
	Iteration 29Q: 3 clusters Score -2434782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2434796.500000 Penalty: 4877.997559
	Iteration 30Q: 3 clusters Score -2434796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2434810.250000 Penalty: 4877.997559
	Iteration 31Q: 3 clusters Score -2434810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2434820.750000 Penalty: 4877.997559
	Iteration 32Q: 3 clusters Score -2434821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2434827.750000 Penalty: 4877.997559
	Iteration 33Q: 3 clusters Score -2434828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2434837.000000 Penalty: 4877.997559
	Iteration 34Q: 3 clusters Score -2434837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2434835.000000 Penalty: 4877.997559
	Iteration 35Q: 3 clusters Score -2434835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2434841.000000 Penalty: 4877.997559
	Iteration 36Q: 3 clusters Score -2434841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2434845.750000 Penalty: 4877.997559
	Iteration 37Q: 3 clusters Score -2434846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2434854.500000 Penalty: 4877.997559
	Iteration 38Q: 3 clusters Score -2434854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2434859.250000 Penalty: 4877.997559
	Iteration 39Q: 3 clusters Score -2434859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2434863.250000 Penalty: 4877.997559
	Iteration 40F: 3 clusters Score -2434863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2434867.500000 Penalty: 4877.997559
	Iteration 41Q: 3 clusters Score -2434868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2434874.000000 Penalty: 4877.997559
	Iteration 42Q: 3 clusters Score -2434874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2434875.000000 Penalty: 4877.997559
	Iteration 43Q: 3 clusters Score -2434875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2434877.250000 Penalty: 4877.997559
	Iteration 44Q: 3 clusters Score -2434877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2434879.250000 Penalty: 4877.997559
	Iteration 45Q: 3 clusters Score -2434879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2434883.500000 Penalty: 4877.997559
	Iteration 46Q: 3 clusters Score -2434884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2434887.000000 Penalty: 4877.997559
	Iteration 47Q: 3 clusters Score -2434887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2434892.250000 Penalty: 4877.997559
	Iteration 48Q: 3 clusters Score -2434892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2434898.250000 Penalty: 4877.997559
	Iteration 49Q: 3 clusters Score -2434898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2434902.750000 Penalty: 4877.997559
	Iteration 50Q: 3 clusters Score -2434903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2434904.000000 Penalty: 4877.997559
	Iteration 51Q: 3 clusters Score -2434904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2434900.250000 Penalty: 4877.997559
	Iteration 52Q: 3 clusters Score -2434900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2434906.750000 Penalty: 4877.997559
	Iteration 53Q: 3 clusters Score -2434907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2434909.250000 Penalty: 4877.997559
	Iteration 54Q: 3 clusters Score -2434909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2434908.500000 Penalty: 4877.997559
	Iteration 55Q: 3 clusters Score -2434908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2434915.000000 Penalty: 4877.997559
	Iteration 56Q: 3 clusters Score -2434915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2434917.000000 Penalty: 4877.997559
	Iteration 57Q: 3 clusters Score -2434917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2434916.500000 Penalty: 4877.997559
	Iteration 58Q: 3 clusters Score -2434916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2434915.500000 Penalty: 4877.997559
	Iteration 59Q: 3 clusters Score -2434916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2434917.500000 Penalty: 4877.997559
	Iteration 60F: 3 clusters Score -2434918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2434911.250000 Penalty: 4877.997559
	Iteration 61Q: 3 clusters Score -2434911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2434920.250000 Penalty: 4877.997559
	Iteration 62Q: 3 clusters Score -2434920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2434921.000000 Penalty: 4877.997559
	Iteration 63Q: 3 clusters Score -2434921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2434918.750000 Penalty: 4877.997559
	Iteration 64Q: 3 clusters Score -2434919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2434921.500000 Penalty: 4877.997559
	Iteration 65Q: 3 clusters Score -2434922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2434922.500000 Penalty: 4877.997559
	Iteration 66Q: 3 clusters Score -2434922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2434926.000000 Penalty: 4877.997559
	Iteration 67Q: 3 clusters Score -2434926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2434924.250000 Penalty: 4877.997559
	Iteration 68Q: 3 clusters Score -2434924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2434922.000000 Penalty: 4877.997559
	Iteration 69Q: 3 clusters Score -2434922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2434925.000000 Penalty: 4877.997559
	Iteration 70Q: 3 clusters Score -2434925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2434929.750000 Penalty: 4877.997559
	Iteration 71Q: 3 clusters Score -2434930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2434929.250000 Penalty: 4877.997559
	Iteration 72Q: 3 clusters Score -2434929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2434929.000000 Penalty: 4877.997559
	Iteration 73Q: 3 clusters Score -2434929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2434928.500000 Penalty: 4877.997559
	Iteration 74Q: 3 clusters Score -2434928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2434925.250000 Penalty: 4877.997559
	Iteration 75Q: 3 clusters Score -2434925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2434926.000000 Penalty: 4877.997559
	Iteration 76Q: 3 clusters Score -2434926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2434922.250000 Penalty: 4877.997559
	Iteration 77Q: 3 clusters Score -2434922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2434928.250000 Penalty: 4877.997559
	Iteration 78Q: 3 clusters Score -2434928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2434929.250000 Penalty: 4877.997559
	Iteration 79Q: 3 clusters Score -2434929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2434929.250000 Penalty: 4877.997559
	Iteration 80F: 3 clusters Score -2434929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2434933.250000 Penalty: 4877.997559
	Iteration 81Q: 3 clusters Score -2434933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2434930.250000 Penalty: 4877.997559
	Iteration 82Q: 3 clusters Score -2434930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2434932.750000 Penalty: 4877.997559
	Iteration 83Q: 3 clusters Score -2434933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2434931.250000 Penalty: 4877.997559
	Iteration 84Q: 3 clusters Score -2434931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2434931.750000 Penalty: 4877.997559
	Iteration 85Q: 3 clusters Score -2434932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2434930.750000 Penalty: 4877.997559
	Iteration 86Q: 3 clusters Score -2434931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2434929.750000 Penalty: 4877.997559
	Iteration 87Q: 3 clusters Score -2434930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2434934.750000 Penalty: 4877.997559
	Iteration 88Q: 3 clusters Score -2434935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2434939.250000 Penalty: 4877.997559
	Iteration 89Q: 3 clusters Score -2434939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2434942.000000 Penalty: 4877.997559
	Iteration 90Q: 3 clusters Score -2434942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2434946.250000 Penalty: 4877.997559
	Iteration 91Q: 3 clusters Score -2434946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2434948.750000 Penalty: 4877.997559
	Iteration 92Q: 3 clusters Score -2434949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2434947.500000 Penalty: 4877.997559
	Iteration 93Q: 3 clusters Score -2434948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2434947.500000 Penalty: 4877.997559
	Iteration 94Q: 3 clusters Score -2434948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2434954.500000 Penalty: 4877.997559
	Iteration 95Q: 3 clusters Score -2434954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2434956.500000 Penalty: 4877.997559
	Iteration 96Q: 3 clusters Score -2434956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2434961.750000 Penalty: 4877.997559
	Iteration 97Q: 3 clusters Score -2434962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2434973.250000 Penalty: 4877.997559
	Iteration 98Q: 3 clusters Score -2434973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2434973.500000 Penalty: 4877.997559
	Iteration 99Q: 3 clusters Score -2434974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2434976.250000 Penalty: 4877.997559
	Iteration 100F: 3 clusters Score -2434976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2434972.500000 Penalty: 4877.997559
	Iteration 101Q: 3 clusters Score -2434972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2434974.750000 Penalty: 4877.997559
	Iteration 102Q: 3 clusters Score -2434975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2434975.000000 Penalty: 4877.997559
	Iteration 103Q: 3 clusters Score -2434975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2434975.750000 Penalty: 4877.997559
	Iteration 104Q: 3 clusters Score -2434976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2434976.750000 Penalty: 4877.997559
	Iteration 105Q: 3 clusters Score -2434977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2434975.750000 Penalty: 4877.997559
	Iteration 106Q: 3 clusters Score -2434976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2434979.250000 Penalty: 4877.997559
	Iteration 107Q: 3 clusters Score -2434979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2434987.250000 Penalty: 4877.997559
	Iteration 108Q: 3 clusters Score -2434987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2434984.000000 Penalty: 4877.997559
	Iteration 109Q: 3 clusters Score -2434984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2434986.000000 Penalty: 4877.997559
	Iteration 110Q: 3 clusters Score -2434986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2434986.750000 Penalty: 4877.997559
	Iteration 111Q: 3 clusters Score -2434987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2434984.500000 Penalty: 4877.997559
	Iteration 112Q: 3 clusters Score -2434984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2434981.250000 Penalty: 4877.997559
	Iteration 113Q: 3 clusters Score -2434981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2434983.750000 Penalty: 4877.997559
	Iteration 114Q: 3 clusters Score -2434984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2434985.500000 Penalty: 4877.997559
	Iteration 115Q: 3 clusters Score -2434986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2434982.250000 Penalty: 4877.997559
	Iteration 116Q: 3 clusters Score -2434982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2434982.250000 Penalty: 4877.997559
	Iteration 117F: 3 clusters Score -2434982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (98324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Entering Unmasked Estep 
Score: -12947795.000000 Penalty: 2851.013672
	Iteration 0F: 2 clusters Score -1.29478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -12882059.000000 Penalty: 5702.027344
	Iteration 0F: 3 clusters Score -1.288206e+07 nChanged 46308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -12908584.000000 Penalty: 5702.027344
	Iteration 1F: 3 clusters Score -1.290858e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12909366.000000 Penalty: 5702.027344
	Iteration 2Q: 3 clusters Score -1.290937e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -12910383.000000 Penalty: 5702.027344
	Iteration 3Q: 3 clusters Score -1.291038e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -12911852.000000 Penalty: 5702.027344
	Iteration 4Q: 3 clusters Score -1.291185e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -12914099.000000 Penalty: 5702.027344
	Iteration 5Q: 3 clusters Score -1.29141e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -12917463.000000 Penalty: 5702.027344
	Iteration 6F: 3 clusters Score -1.291746e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -12921262.000000 Penalty: 5702.027344
	Iteration 7F: 3 clusters Score -1.292126e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -12924349.000000 Penalty: 5702.027344
	Iteration 8F: 3 clusters Score -1.292435e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -12926540.000000 Penalty: 5702.027344
	Iteration 9F: 3 clusters Score -1.292654e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -12928018.000000 Penalty: 5702.027344
	Iteration 10Q: 3 clusters Score -1.292802e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -12928808.000000 Penalty: 5702.027344
	Iteration 11Q: 3 clusters Score -1.292881e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -12929398.000000 Penalty: 5702.027344
	Iteration 12Q: 3 clusters Score -1.29294e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -12929825.000000 Penalty: 5702.027344
	Iteration 13Q: 3 clusters Score -1.292982e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -12930156.000000 Penalty: 5702.027344
	Iteration 14Q: 3 clusters Score -1.293016e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -12930454.000000 Penalty: 5702.027344
	Iteration 15Q: 3 clusters Score -1.293045e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -12930781.000000 Penalty: 5702.027344
	Iteration 16Q: 3 clusters Score -1.293078e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -12931098.000000 Penalty: 5702.027344
	Iteration 17Q: 3 clusters Score -1.29311e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -12931507.000000 Penalty: 5702.027344
	Iteration 18Q: 3 clusters Score -1.293151e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -12932110.000000 Penalty: 5702.027344
	Iteration 19Q: 3 clusters Score -1.293211e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -12932957.000000 Penalty: 5702.027344
	Iteration 20F: 3 clusters Score -1.293296e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -12934044.000000 Penalty: 5702.027344
	Iteration 21Q: 3 clusters Score -1.293404e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -12935171.000000 Penalty: 5702.027344
	Iteration 22Q: 3 clusters Score -1.293517e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -12936405.000000 Penalty: 5702.027344
	Iteration 23Q: 3 clusters Score -1.29364e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -12937740.000000 Penalty: 5702.027344
	Iteration 24Q: 3 clusters Score -1.293774e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -12939159.000000 Penalty: 5702.027344
	Iteration 25Q: 3 clusters Score -1.293916e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -12940489.000000 Penalty: 5702.027344
	Iteration 26Q: 3 clusters Score -1.294049e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -12941630.000000 Penalty: 5702.027344
	Iteration 27Q: 3 clusters Score -1.294163e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -12942649.000000 Penalty: 5702.027344
	Iteration 28Q: 3 clusters Score -1.294265e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -12943307.000000 Penalty: 5702.027344
	Iteration 29Q: 3 clusters Score -1.294331e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -12943914.000000 Penalty: 5702.027344
	Iteration 30Q: 3 clusters Score -1.294391e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -12944399.000000 Penalty: 5702.027344
	Iteration 31Q: 3 clusters Score -1.29444e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -12944730.000000 Penalty: 5702.027344
	Iteration 32Q: 3 clusters Score -1.294473e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -12944981.000000 Penalty: 5702.027344
	Iteration 33Q: 3 clusters Score -1.294498e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -12945085.000000 Penalty: 5702.027344
	Iteration 34Q: 3 clusters Score -1.294508e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -12945235.000000 Penalty: 5702.027344
	Iteration 35Q: 3 clusters Score -1.294524e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -12945341.000000 Penalty: 5702.027344
	Iteration 36Q: 3 clusters Score -1.294534e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -12945440.000000 Penalty: 5702.027344
	Iteration 37Q: 3 clusters Score -1.294544e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -12945489.000000 Penalty: 5702.027344
	Iteration 38Q: 3 clusters Score -1.294549e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -12945539.000000 Penalty: 5702.027344
	Iteration 39Q: 3 clusters Score -1.294554e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12945549.000000 Penalty: 5702.027344
	Iteration 40F: 3 clusters Score -1.294555e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -12945604.000000 Penalty: 5702.027344
	Iteration 41Q: 3 clusters Score -1.29456e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -12945643.000000 Penalty: 5702.027344
	Iteration 42Q: 3 clusters Score -1.294564e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -12945692.000000 Penalty: 5702.027344
	Iteration 43Q: 3 clusters Score -1.294569e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -12945749.000000 Penalty: 5702.027344
	Iteration 44Q: 3 clusters Score -1.294575e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -12945792.000000 Penalty: 5702.027344
	Iteration 45Q: 3 clusters Score -1.294579e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -12945783.000000 Penalty: 5702.027344
	Iteration 46Q: 3 clusters Score -1.294578e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -12945795.000000 Penalty: 5702.027344
	Iteration 47Q: 3 clusters Score -1.29458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -12945822.000000 Penalty: 5702.027344
	Iteration 48Q: 3 clusters Score -1.294582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -12945833.000000 Penalty: 5702.027344
	Iteration 49Q: 3 clusters Score -1.294583e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -12945828.000000 Penalty: 5702.027344
	Iteration 50Q: 3 clusters Score -1.294583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -12945834.000000 Penalty: 5702.027344
	Iteration 51Q: 3 clusters Score -1.294583e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12945846.000000 Penalty: 5702.027344
	Iteration 52Q: 3 clusters Score -1.294585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -12945853.000000 Penalty: 5702.027344
	Iteration 53Q: 3 clusters Score -1.294585e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -12945863.000000 Penalty: 5702.027344
	Iteration 54Q: 3 clusters Score -1.294586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -12945880.000000 Penalty: 5702.027344
	Iteration 55Q: 3 clusters Score -1.294588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -12945918.000000 Penalty: 5702.027344
	Iteration 56Q: 3 clusters Score -1.294592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -12945894.000000 Penalty: 5702.027344
	Iteration 57Q: 3 clusters Score -1.294589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -12945917.000000 Penalty: 5702.027344
	Iteration 58Q: 3 clusters Score -1.294592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -12945931.000000 Penalty: 5702.027344
	Iteration 59Q: 3 clusters Score -1.294593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -12945924.000000 Penalty: 5702.027344
	Iteration 60F: 3 clusters Score -1.294592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -12945936.000000 Penalty: 5702.027344
	Iteration 61Q: 3 clusters Score -1.294594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -12945929.000000 Penalty: 5702.027344
	Iteration 62Q: 3 clusters Score -1.294593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -12945946.000000 Penalty: 5702.027344
	Iteration 63Q: 3 clusters Score -1.294595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -12945958.000000 Penalty: 5702.027344
	Iteration 64Q: 3 clusters Score -1.294596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 95727 members 
Entering Unmasked Estep 
Score: -12945941.000000 Penalty: 5702.027344
	Iteration 65Q: 3 clusters Score -1.294594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -12945943.000000 Penalty: 5702.027344
	Iteration 66Q: 3 clusters Score -1.294594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -12945953.000000 Penalty: 5702.027344
	Iteration 67Q: 3 clusters Score -1.294595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -12945963.000000 Penalty: 5702.027344
	Iteration 68Q: 3 clusters Score -1.294596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -12945965.000000 Penalty: 5702.027344
	Iteration 69Q: 3 clusters Score -1.294596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -12945970.000000 Penalty: 5702.027344
	Iteration 70Q: 3 clusters Score -1.294597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -12945973.000000 Penalty: 5702.027344
	Iteration 71Q: 3 clusters Score -1.294597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -12945966.000000 Penalty: 5702.027344
	Iteration 72Q: 3 clusters Score -1.294597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -12945964.000000 Penalty: 5702.027344
	Iteration 73Q: 3 clusters Score -1.294596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -12945970.000000 Penalty: 5702.027344
	Iteration 74Q: 3 clusters Score -1.294597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 95786 members 
Entering Unmasked Estep 
Score: -12945969.000000 Penalty: 5702.027344
	Iteration 75Q: 3 clusters Score -1.294597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -12945963.000000 Penalty: 5702.027344
	Iteration 76Q: 3 clusters Score -1.294596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -12945979.000000 Penalty: 5702.027344
	Iteration 77Q: 3 clusters Score -1.294598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -12945980.000000 Penalty: 5702.027344
	Iteration 78Q: 3 clusters Score -1.294598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12945982.000000 Penalty: 5702.027344
	Iteration 79Q: 3 clusters Score -1.294598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12945981.000000 Penalty: 5702.027344
	Iteration 80F: 3 clusters Score -1.294598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -12945985.000000 Penalty: 5702.027344
	Iteration 81Q: 3 clusters Score -1.294598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -12945987.000000 Penalty: 5702.027344
	Iteration 82Q: 3 clusters Score -1.294599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -12945972.000000 Penalty: 5702.027344
	Iteration 83Q: 3 clusters Score -1.294597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -12945976.000000 Penalty: 5702.027344
	Iteration 84Q: 3 clusters Score -1.294598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -12945980.000000 Penalty: 5702.027344
	Iteration 85Q: 3 clusters Score -1.294598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -12945984.000000 Penalty: 5702.027344
	Iteration 86Q: 3 clusters Score -1.294598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -12945986.000000 Penalty: 5702.027344
	Iteration 87Q: 3 clusters Score -1.294599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -12945991.000000 Penalty: 5702.027344
	Iteration 88Q: 3 clusters Score -1.294599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -12945996.000000 Penalty: 5702.027344
	Iteration 89Q: 3 clusters Score -1.2946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -12945991.000000 Penalty: 5702.027344
	Iteration 90Q: 3 clusters Score -1.294599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -12945990.000000 Penalty: 5702.027344
	Iteration 91Q: 3 clusters Score -1.294599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -12945991.000000 Penalty: 5702.027344
	Iteration 92Q: 3 clusters Score -1.294599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -12945991.000000 Penalty: 5702.027344
	Iteration 93F: 3 clusters Score -1.294599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100703.960938 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100999.820312 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -100999.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101059.320312 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101059.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101089.281250 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101089.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101118.671875 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101118.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101144.156250 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101166.492188 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101191.539062 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101211.492188 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101211.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101233.734375 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101244.859375 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101253.203125 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101262.164062 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101265.632812 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101267.476562 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101271.046875 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101271.890625 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -101271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101271.890625 Penalty: 3320.502686
	Iteration 17F: 3 clusters Score -101271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Entering Unmasked Estep 
Score: -2098722.250000 Penalty: 2401.298096
	Iteration 0F: 2 clusters Score -2098722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2087193.375000 Penalty: 4802.596191
	Iteration 0F: 3 clusters Score -2087193 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2090955.750000 Penalty: 4802.596191
	Iteration 1F: 3 clusters Score -2090956 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2091525.875000 Penalty: 4802.596191
	Iteration 2F: 3 clusters Score -2091526 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2092153.375000 Penalty: 4802.596191
	Iteration 3F: 3 clusters Score -2092153 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2093011.875000 Penalty: 4802.596191
	Iteration 4F: 3 clusters Score -2093012 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2094034.625000 Penalty: 4802.596191
	Iteration 5F: 3 clusters Score -2094035 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2094829.500000 Penalty: 4802.596191
	Iteration 6F: 3 clusters Score -2094830 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2095384.875000 Penalty: 4802.596191
	Iteration 7F: 3 clusters Score -2095385 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2095750.625000 Penalty: 4802.596191
	Iteration 8Q: 3 clusters Score -2095751 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2096010.750000 Penalty: 4802.596191
	Iteration 9Q: 3 clusters Score -2096011 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2096211.375000 Penalty: 4802.596191
	Iteration 10Q: 3 clusters Score -2096211 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2096366.625000 Penalty: 4802.596191
	Iteration 11Q: 3 clusters Score -2096367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2096504.750000 Penalty: 4802.596191
	Iteration 12Q: 3 clusters Score -2096505 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2096634.000000 Penalty: 4802.596191
	Iteration 13Q: 3 clusters Score -2096634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2096742.500000 Penalty: 4802.596191
	Iteration 14Q: 3 clusters Score -2096742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2096839.375000 Penalty: 4802.596191
	Iteration 15Q: 3 clusters Score -2096839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2096917.750000 Penalty: 4802.596191
	Iteration 16Q: 3 clusters Score -2096918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2096985.500000 Penalty: 4802.596191
	Iteration 17Q: 3 clusters Score -2096986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2097024.125000 Penalty: 4802.596191
	Iteration 18Q: 3 clusters Score -2097024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2097050.625000 Penalty: 4802.596191
	Iteration 19Q: 3 clusters Score -2097051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2097068.375000 Penalty: 4802.596191
	Iteration 20F: 3 clusters Score -2097068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2097086.875000 Penalty: 4802.596191
	Iteration 21Q: 3 clusters Score -2097087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2097107.125000 Penalty: 4802.596191
	Iteration 22Q: 3 clusters Score -2097107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2097128.125000 Penalty: 4802.596191
	Iteration 23Q: 3 clusters Score -2097128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2097160.750000 Penalty: 4802.596191
	Iteration 24Q: 3 clusters Score -2097161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2097194.750000 Penalty: 4802.596191
	Iteration 25Q: 3 clusters Score -2097195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2097212.500000 Penalty: 4802.596191
	Iteration 26Q: 3 clusters Score -2097212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2097237.000000 Penalty: 4802.596191
	Iteration 27Q: 3 clusters Score -2097237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2097262.000000 Penalty: 4802.596191
	Iteration 28Q: 3 clusters Score -2097262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2097274.750000 Penalty: 4802.596191
	Iteration 29Q: 3 clusters Score -2097275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2097286.500000 Penalty: 4802.596191
	Iteration 30Q: 3 clusters Score -2097286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2097302.000000 Penalty: 4802.596191
	Iteration 31Q: 3 clusters Score -2097302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2097307.000000 Penalty: 4802.596191
	Iteration 32Q: 3 clusters Score -2097307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2097317.750000 Penalty: 4802.596191
	Iteration 33Q: 3 clusters Score -2097318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2097332.000000 Penalty: 4802.596191
	Iteration 34Q: 3 clusters Score -2097332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2097341.250000 Penalty: 4802.596191
	Iteration 35Q: 3 clusters Score -2097341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2097348.250000 Penalty: 4802.596191
	Iteration 36Q: 3 clusters Score -2097348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2097358.750000 Penalty: 4802.596191
	Iteration 37Q: 3 clusters Score -2097359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2097360.250000 Penalty: 4802.596191
	Iteration 38Q: 3 clusters Score -2097360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2097363.000000 Penalty: 4802.596191
	Iteration 39Q: 3 clusters Score -2097363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2097367.250000 Penalty: 4802.596191
	Iteration 40F: 3 clusters Score -2097367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2097368.500000 Penalty: 4802.596191
	Iteration 41Q: 3 clusters Score -2097368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2097366.750000 Penalty: 4802.596191
	Iteration 42Q: 3 clusters Score -2097367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2097366.750000 Penalty: 4802.596191
	Iteration 43F: 3 clusters Score -2097367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (116094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Entering Unmasked Estep 
Score: -15635607.000000 Penalty: 2892.214355
	Iteration 0F: 2 clusters Score -1.563561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -15558457.000000 Penalty: 5784.428711
	Iteration 0F: 3 clusters Score -1.555846e+07 nChanged 55260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -15589646.000000 Penalty: 5784.428711
	Iteration 1F: 3 clusters Score -1.558965e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -15590203.000000 Penalty: 5784.428711
	Iteration 2Q: 3 clusters Score -1.55902e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -15590799.000000 Penalty: 5784.428711
	Iteration 3Q: 3 clusters Score -1.55908e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -15591516.000000 Penalty: 5784.428711
	Iteration 4Q: 3 clusters Score -1.559152e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -15592242.000000 Penalty: 5784.428711
	Iteration 5Q: 3 clusters Score -1.559224e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -15593103.000000 Penalty: 5784.428711
	Iteration 6Q: 3 clusters Score -1.55931e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -15594175.000000 Penalty: 5784.428711
	Iteration 7Q: 3 clusters Score -1.559418e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -15595908.000000 Penalty: 5784.428711
	Iteration 8Q: 3 clusters Score -1.559591e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -15598744.000000 Penalty: 5784.428711
	Iteration 9Q: 3 clusters Score -1.559874e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -15603226.000000 Penalty: 5784.428711
	Iteration 10F: 3 clusters Score -1.560323e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -15608631.000000 Penalty: 5784.428711
	Iteration 11F: 3 clusters Score -1.560863e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -15612692.000000 Penalty: 5784.428711
	Iteration 12F: 3 clusters Score -1.561269e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -15614545.000000 Penalty: 5784.428711
	Iteration 13Q: 3 clusters Score -1.561454e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -15615370.000000 Penalty: 5784.428711
	Iteration 14Q: 3 clusters Score -1.561537e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -15615964.000000 Penalty: 5784.428711
	Iteration 15Q: 3 clusters Score -1.561596e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -15616531.000000 Penalty: 5784.428711
	Iteration 16Q: 3 clusters Score -1.561653e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -15617058.000000 Penalty: 5784.428711
	Iteration 17Q: 3 clusters Score -1.561706e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -15617715.000000 Penalty: 5784.428711
	Iteration 18Q: 3 clusters Score -1.561772e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -15618402.000000 Penalty: 5784.428711
	Iteration 19Q: 3 clusters Score -1.56184e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -15619200.000000 Penalty: 5784.428711
	Iteration 20F: 3 clusters Score -1.56192e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -15619987.000000 Penalty: 5784.428711
	Iteration 21Q: 3 clusters Score -1.561999e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -15620999.000000 Penalty: 5784.428711
	Iteration 22Q: 3 clusters Score -1.5621e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -15621881.000000 Penalty: 5784.428711
	Iteration 23Q: 3 clusters Score -1.562188e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -15622816.000000 Penalty: 5784.428711
	Iteration 24Q: 3 clusters Score -1.562282e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -15623740.000000 Penalty: 5784.428711
	Iteration 25Q: 3 clusters Score -1.562374e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -15624740.000000 Penalty: 5784.428711
	Iteration 26Q: 3 clusters Score -1.562474e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -15625720.000000 Penalty: 5784.428711
	Iteration 27Q: 3 clusters Score -1.562572e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -15626656.000000 Penalty: 5784.428711
	Iteration 28Q: 3 clusters Score -1.562666e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -15627494.000000 Penalty: 5784.428711
	Iteration 29Q: 3 clusters Score -1.562749e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -15628308.000000 Penalty: 5784.428711
	Iteration 30Q: 3 clusters Score -1.562831e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -15628999.000000 Penalty: 5784.428711
	Iteration 31Q: 3 clusters Score -1.5629e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -15629630.000000 Penalty: 5784.428711
	Iteration 32Q: 3 clusters Score -1.562963e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -15630113.000000 Penalty: 5784.428711
	Iteration 33Q: 3 clusters Score -1.563011e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -15630658.000000 Penalty: 5784.428711
	Iteration 34Q: 3 clusters Score -1.563066e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -15631008.000000 Penalty: 5784.428711
	Iteration 35Q: 3 clusters Score -1.563101e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -15631419.000000 Penalty: 5784.428711
	Iteration 36Q: 3 clusters Score -1.563142e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -15631799.000000 Penalty: 5784.428711
	Iteration 37Q: 3 clusters Score -1.56318e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -15632049.000000 Penalty: 5784.428711
	Iteration 38Q: 3 clusters Score -1.563205e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15632246.000000 Penalty: 5784.428711
	Iteration 39Q: 3 clusters Score -1.563225e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15632398.000000 Penalty: 5784.428711
	Iteration 40F: 3 clusters Score -1.56324e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15632546.000000 Penalty: 5784.428711
	Iteration 41Q: 3 clusters Score -1.563255e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15632671.000000 Penalty: 5784.428711
	Iteration 42Q: 3 clusters Score -1.563267e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15632732.000000 Penalty: 5784.428711
	Iteration 43Q: 3 clusters Score -1.563273e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15632801.000000 Penalty: 5784.428711
	Iteration 44Q: 3 clusters Score -1.56328e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -15632844.000000 Penalty: 5784.428711
	Iteration 45Q: 3 clusters Score -1.563284e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15632880.000000 Penalty: 5784.428711
	Iteration 46Q: 3 clusters Score -1.563288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15632905.000000 Penalty: 5784.428711
	Iteration 47Q: 3 clusters Score -1.56329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15632923.000000 Penalty: 5784.428711
	Iteration 48Q: 3 clusters Score -1.563292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15632974.000000 Penalty: 5784.428711
	Iteration 49Q: 3 clusters Score -1.563297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15632984.000000 Penalty: 5784.428711
	Iteration 50Q: 3 clusters Score -1.563298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15633021.000000 Penalty: 5784.428711
	Iteration 51Q: 3 clusters Score -1.563302e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15633046.000000 Penalty: 5784.428711
	Iteration 52Q: 3 clusters Score -1.563305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15633062.000000 Penalty: 5784.428711
	Iteration 53Q: 3 clusters Score -1.563306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115419 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15633072.000000 Penalty: 5784.428711
	Iteration 54Q: 3 clusters Score -1.563307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15633084.000000 Penalty: 5784.428711
	Iteration 55Q: 3 clusters Score -1.563308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15633072.000000 Penalty: 5784.428711
	Iteration 56Q: 3 clusters Score -1.563307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -15633083.000000 Penalty: 5784.428711
	Iteration 57Q: 3 clusters Score -1.563308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15633079.000000 Penalty: 5784.428711
	Iteration 58Q: 3 clusters Score -1.563308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15633097.000000 Penalty: 5784.428711
	Iteration 59Q: 3 clusters Score -1.56331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15633110.000000 Penalty: 5784.428711
	Iteration 60F: 3 clusters Score -1.563311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15633112.000000 Penalty: 5784.428711
	Iteration 61Q: 3 clusters Score -1.563311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15633117.000000 Penalty: 5784.428711
	Iteration 62Q: 3 clusters Score -1.563312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15633123.000000 Penalty: 5784.428711
	Iteration 63Q: 3 clusters Score -1.563312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15633127.000000 Penalty: 5784.428711
	Iteration 64Q: 3 clusters Score -1.563313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15633123.000000 Penalty: 5784.428711
	Iteration 65Q: 3 clusters Score -1.563312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15633137.000000 Penalty: 5784.428711
	Iteration 66Q: 3 clusters Score -1.563314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15633132.000000 Penalty: 5784.428711
	Iteration 67Q: 3 clusters Score -1.563313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15633132.000000 Penalty: 5784.428711
	Iteration 68Q: 3 clusters Score -1.563313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15633137.000000 Penalty: 5784.428711
	Iteration 69Q: 3 clusters Score -1.563314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15633137.000000 Penalty: 5784.428711
	Iteration 70F: 3 clusters Score -1.563314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -681882.625000 Penalty: 2120.123535
	Iteration 0F: 2 clusters Score -681882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -677245.125000 Penalty: 4240.247070
	Iteration 0F: 3 clusters Score -677245.1 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -678490.562500 Penalty: 4240.247070
	Iteration 1F: 3 clusters Score -678490.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -678952.687500 Penalty: 4240.247070
	Iteration 2F: 3 clusters Score -678952.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -679321.562500 Penalty: 4240.247070
	Iteration 3F: 3 clusters Score -679321.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -679596.375000 Penalty: 4240.247070
	Iteration 4F: 3 clusters Score -679596.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -679779.625000 Penalty: 4240.247070
	Iteration 5F: 3 clusters Score -679779.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -679934.500000 Penalty: 4240.247070
	Iteration 6Q: 3 clusters Score -679934.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -680066.250000 Penalty: 4240.247070
	Iteration 7Q: 3 clusters Score -680066.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -680182.500000 Penalty: 4240.247070
	Iteration 8Q: 3 clusters Score -680182.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -680290.375000 Penalty: 4240.247070
	Iteration 9Q: 3 clusters Score -680290.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -680376.437500 Penalty: 4240.247070
	Iteration 10Q: 3 clusters Score -680376.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -680436.625000 Penalty: 4240.247070
	Iteration 11Q: 3 clusters Score -680436.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -680474.125000 Penalty: 4240.247070
	Iteration 12Q: 3 clusters Score -680474.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -680501.937500 Penalty: 4240.247070
	Iteration 13Q: 3 clusters Score -680501.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -680521.812500 Penalty: 4240.247070
	Iteration 14Q: 3 clusters Score -680521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -680542.875000 Penalty: 4240.247070
	Iteration 15Q: 3 clusters Score -680542.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -680563.750000 Penalty: 4240.247070
	Iteration 16Q: 3 clusters Score -680563.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -680577.312500 Penalty: 4240.247070
	Iteration 17Q: 3 clusters Score -680577.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -680582.437500 Penalty: 4240.247070
	Iteration 18Q: 3 clusters Score -680582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -680590.187500 Penalty: 4240.247070
	Iteration 19Q: 3 clusters Score -680590.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -680599.062500 Penalty: 4240.247070
	Iteration 20F: 3 clusters Score -680599.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -680603.500000 Penalty: 4240.247070
	Iteration 21Q: 3 clusters Score -680603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -680612.437500 Penalty: 4240.247070
	Iteration 22Q: 3 clusters Score -680612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -680615.687500 Penalty: 4240.247070
	Iteration 23Q: 3 clusters Score -680615.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -680621.687500 Penalty: 4240.247070
	Iteration 24Q: 3 clusters Score -680621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -680628.937500 Penalty: 4240.247070
	Iteration 25Q: 3 clusters Score -680628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -680635.375000 Penalty: 4240.247070
	Iteration 26Q: 3 clusters Score -680635.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -680640.562500 Penalty: 4240.247070
	Iteration 27Q: 3 clusters Score -680640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -680645.750000 Penalty: 4240.247070
	Iteration 28Q: 3 clusters Score -680645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -680651.062500 Penalty: 4240.247070
	Iteration 29Q: 3 clusters Score -680651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -680656.437500 Penalty: 4240.247070
	Iteration 30Q: 3 clusters Score -680656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -680658.625000 Penalty: 4240.247070
	Iteration 31Q: 3 clusters Score -680658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -680663.687500 Penalty: 4240.247070
	Iteration 32Q: 3 clusters Score -680663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -680667.937500 Penalty: 4240.247070
	Iteration 33Q: 3 clusters Score -680667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -680669.875000 Penalty: 4240.247070
	Iteration 34Q: 3 clusters Score -680669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -680672.750000 Penalty: 4240.247070
	Iteration 35Q: 3 clusters Score -680672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -680674.375000 Penalty: 4240.247070
	Iteration 36Q: 3 clusters Score -680674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -680677.187500 Penalty: 4240.247070
	Iteration 37Q: 3 clusters Score -680677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -680679.875000 Penalty: 4240.247070
	Iteration 38Q: 3 clusters Score -680679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -680679.875000 Penalty: 4240.247070
	Iteration 39F: 3 clusters Score -680679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Entering Unmasked Estep 
Score: -1844387.875000 Penalty: 2370.199951
	Iteration 0F: 2 clusters Score -1844388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1834133.625000 Penalty: 4740.399902
	Iteration 0F: 3 clusters Score -1834134 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1837470.000000 Penalty: 4740.399902
	Iteration 1F: 3 clusters Score -1837470 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1838177.250000 Penalty: 4740.399902
	Iteration 2F: 3 clusters Score -1838177 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1839139.750000 Penalty: 4740.399902
	Iteration 3F: 3 clusters Score -1839140 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1840165.625000 Penalty: 4740.399902
	Iteration 4F: 3 clusters Score -1840166 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1841034.500000 Penalty: 4740.399902
	Iteration 5F: 3 clusters Score -1841034 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1841622.750000 Penalty: 4740.399902
	Iteration 6F: 3 clusters Score -1841623 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1842005.000000 Penalty: 4740.399902
	Iteration 7Q: 3 clusters Score -1842005 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1842215.625000 Penalty: 4740.399902
	Iteration 8Q: 3 clusters Score -1842216 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1842390.750000 Penalty: 4740.399902
	Iteration 9Q: 3 clusters Score -1842391 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1842508.750000 Penalty: 4740.399902
	Iteration 10Q: 3 clusters Score -1842509 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1842610.875000 Penalty: 4740.399902
	Iteration 11Q: 3 clusters Score -1842611 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1842676.375000 Penalty: 4740.399902
	Iteration 12Q: 3 clusters Score -1842676 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1842727.875000 Penalty: 4740.399902
	Iteration 13Q: 3 clusters Score -1842728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1842772.000000 Penalty: 4740.399902
	Iteration 14Q: 3 clusters Score -1842772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1842813.625000 Penalty: 4740.399902
	Iteration 15Q: 3 clusters Score -1842814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1842853.500000 Penalty: 4740.399902
	Iteration 16Q: 3 clusters Score -1842854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1842880.125000 Penalty: 4740.399902
	Iteration 17Q: 3 clusters Score -1842880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1842902.625000 Penalty: 4740.399902
	Iteration 18Q: 3 clusters Score -1842903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1842942.500000 Penalty: 4740.399902
	Iteration 19Q: 3 clusters Score -1842942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1842977.625000 Penalty: 4740.399902
	Iteration 20F: 3 clusters Score -1842978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1843022.250000 Penalty: 4740.399902
	Iteration 21Q: 3 clusters Score -1843022 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1843103.875000 Penalty: 4740.399902
	Iteration 22Q: 3 clusters Score -1843104 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1843249.250000 Penalty: 4740.399902
	Iteration 23Q: 3 clusters Score -1843249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1843342.875000 Penalty: 4740.399902
	Iteration 24Q: 3 clusters Score -1843343 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1843400.250000 Penalty: 4740.399902
	Iteration 25Q: 3 clusters Score -1843400 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1843442.125000 Penalty: 4740.399902
	Iteration 26Q: 3 clusters Score -1843442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1843465.125000 Penalty: 4740.399902
	Iteration 27Q: 3 clusters Score -1843465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1843486.875000 Penalty: 4740.399902
	Iteration 28Q: 3 clusters Score -1843487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1843494.625000 Penalty: 4740.399902
	Iteration 29Q: 3 clusters Score -1843495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1843504.250000 Penalty: 4740.399902
	Iteration 30Q: 3 clusters Score -1843504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1843506.125000 Penalty: 4740.399902
	Iteration 31Q: 3 clusters Score -1843506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1843515.125000 Penalty: 4740.399902
	Iteration 32Q: 3 clusters Score -1843515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1843523.625000 Penalty: 4740.399902
	Iteration 33Q: 3 clusters Score -1843524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1843531.625000 Penalty: 4740.399902
	Iteration 34Q: 3 clusters Score -1843532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1843543.250000 Penalty: 4740.399902
	Iteration 35Q: 3 clusters Score -1843543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1843552.375000 Penalty: 4740.399902
	Iteration 36Q: 3 clusters Score -1843552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1843558.000000 Penalty: 4740.399902
	Iteration 37Q: 3 clusters Score -1843558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1843559.875000 Penalty: 4740.399902
	Iteration 38Q: 3 clusters Score -1843560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1843563.375000 Penalty: 4740.399902
	Iteration 39Q: 3 clusters Score -1843563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1843572.250000 Penalty: 4740.399902
	Iteration 40F: 3 clusters Score -1843572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1843576.000000 Penalty: 4740.399902
	Iteration 41Q: 3 clusters Score -1843576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1843580.375000 Penalty: 4740.399902
	Iteration 42Q: 3 clusters Score -1843580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1843586.000000 Penalty: 4740.399902
	Iteration 43Q: 3 clusters Score -1843586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1843585.875000 Penalty: 4740.399902
	Iteration 44Q: 3 clusters Score -1843586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1843593.375000 Penalty: 4740.399902
	Iteration 45Q: 3 clusters Score -1843593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1843594.250000 Penalty: 4740.399902
	Iteration 46Q: 3 clusters Score -1843594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1843595.125000 Penalty: 4740.399902
	Iteration 47Q: 3 clusters Score -1843595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1843597.250000 Penalty: 4740.399902
	Iteration 48Q: 3 clusters Score -1843597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1843597.750000 Penalty: 4740.399902
	Iteration 49Q: 3 clusters Score -1843598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1843595.750000 Penalty: 4740.399902
	Iteration 50Q: 3 clusters Score -1843596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1843595.625000 Penalty: 4740.399902
	Iteration 51Q: 3 clusters Score -1843596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1843595.625000 Penalty: 4740.399902
	Iteration 52F: 3 clusters Score -1843596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -537630.250000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -537630.2 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 1935 members 
Entering Unmasked Estep 
Score: -533772.375000 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -533772.4 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -534587.687500 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -534587.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -534766.062500 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -534766.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -534871.125000 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -534871.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -534951.500000 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -534951.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -535001.000000 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -535001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -535051.062500 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -535051.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -535083.187500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -535083.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -535105.062500 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -535105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -535123.875000 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -535123.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -535145.937500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -535145.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -535172.125000 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -535172.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -535199.875000 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -535199.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -535232.062500 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -535232.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -535260.500000 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -535260.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -535280.312500 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -535280.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -535297.125000 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -535297.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -535315.750000 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -535315.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -535331.625000 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -535331.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -535353.750000 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -535353.8 nChanged 35
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: -535374.875000 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -535374.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -535391.562500 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -535391.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -535408.750000 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -535408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -535430.562500 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -535430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -535461.375000 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -535461.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -535491.812500 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -535491.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -535522.187500 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -535522.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -535553.375000 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -535553.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -535575.937500 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -535575.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -535595.875000 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -535595.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -535618.437500 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -535618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -535637.625000 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -535637.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -535651.750000 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -535651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -535667.000000 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -535667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -535676.375000 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -535676.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -535682.312500 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -535682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -535688.437500 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -535688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -535691.937500 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -535691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -535694.562500 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -535694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -535696.125000 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -535696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -535697.750000 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -535697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -535701.500000 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -535701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -535705.875000 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -535705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -535711.625000 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -535711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -535715.687500 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -535715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -535718.937500 Penalty: 4107.986328
	Iteration 45Q: 3 clusters Score -535718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -535723.250000 Penalty: 4107.986328
	Iteration 46Q: 3 clusters Score -535723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -535731.500000 Penalty: 4107.986328
	Iteration 47Q: 3 clusters Score -535731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -535733.500000 Penalty: 4107.986328
	Iteration 48Q: 3 clusters Score -535733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -535739.437500 Penalty: 4107.986328
	Iteration 49Q: 3 clusters Score -535739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -535744.187500 Penalty: 4107.986328
	Iteration 50Q: 3 clusters Score -535744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -535753.000000 Penalty: 4107.986328
	Iteration 51Q: 3 clusters Score -535753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -535764.000000 Penalty: 4107.986328
	Iteration 52Q: 3 clusters Score -535764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -535778.125000 Penalty: 4107.986328
	Iteration 53Q: 3 clusters Score -535778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -535793.437500 Penalty: 4107.986328
	Iteration 54Q: 3 clusters Score -535793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -535807.500000 Penalty: 4107.986328
	Iteration 55Q: 3 clusters Score -535807.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -535815.000000 Penalty: 4107.986328
	Iteration 56Q: 3 clusters Score -535815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -535823.312500 Penalty: 4107.986328
	Iteration 57Q: 3 clusters Score -535823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -535828.187500 Penalty: 4107.986328
	Iteration 58Q: 3 clusters Score -535828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -535831.250000 Penalty: 4107.986328
	Iteration 59Q: 3 clusters Score -535831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -535834.312500 Penalty: 4107.986328
	Iteration 60F: 3 clusters Score -535834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -535835.625000 Penalty: 4107.986328
	Iteration 61Q: 3 clusters Score -535835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -535838.250000 Penalty: 4107.986328
	Iteration 62Q: 3 clusters Score -535838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -535839.062500 Penalty: 4107.986328
	Iteration 63Q: 3 clusters Score -535839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -535840.687500 Penalty: 4107.986328
	Iteration 64Q: 3 clusters Score -535840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -535842.000000 Penalty: 4107.986328
	Iteration 65Q: 3 clusters Score -535842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -535842.187500 Penalty: 4107.986328
	Iteration 66Q: 3 clusters Score -535842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -535842.187500 Penalty: 4107.986328
	Iteration 67F: 3 clusters Score -535842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -51319.140625 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -51319.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49958.996094 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -49959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50111.218750 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -50111.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50137.988281 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -50137.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50145.359375 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -50145.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50150.558594 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -50150.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50158.718750 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -50158.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50164.496094 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -50164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50167.054688 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -50167.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50169.437500 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -50169.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50173.394531 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -50173.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50173.394531 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -50173.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -1198234.750000 Penalty: 2259.189453
	Iteration 0F: 2 clusters Score -1198235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1191230.875000 Penalty: 4518.378906
	Iteration 0F: 3 clusters Score -1191231 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1193327.250000 Penalty: 4518.378906
	Iteration 1F: 3 clusters Score -1193327 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1193784.750000 Penalty: 4518.378906
	Iteration 2F: 3 clusters Score -1193785 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1194261.875000 Penalty: 4518.378906
	Iteration 3F: 3 clusters Score -1194262 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1194768.750000 Penalty: 4518.378906
	Iteration 4F: 3 clusters Score -1194769 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1195235.000000 Penalty: 4518.378906
	Iteration 5F: 3 clusters Score -1195235 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1195615.500000 Penalty: 4518.378906
	Iteration 6F: 3 clusters Score -1195616 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1195827.875000 Penalty: 4518.378906
	Iteration 7Q: 3 clusters Score -1195828 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1195960.000000 Penalty: 4518.378906
	Iteration 8Q: 3 clusters Score -1195960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1196038.125000 Penalty: 4518.378906
	Iteration 9Q: 3 clusters Score -1196038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1196079.625000 Penalty: 4518.378906
	Iteration 10Q: 3 clusters Score -1196080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1196109.750000 Penalty: 4518.378906
	Iteration 11Q: 3 clusters Score -1196110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1196120.125000 Penalty: 4518.378906
	Iteration 12Q: 3 clusters Score -1196120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1196134.500000 Penalty: 4518.378906
	Iteration 13Q: 3 clusters Score -1196134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1196143.375000 Penalty: 4518.378906
	Iteration 14Q: 3 clusters Score -1196143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1196149.500000 Penalty: 4518.378906
	Iteration 15Q: 3 clusters Score -1196150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1196153.125000 Penalty: 4518.378906
	Iteration 16Q: 3 clusters Score -1196153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1196160.000000 Penalty: 4518.378906
	Iteration 17Q: 3 clusters Score -1196160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1196158.125000 Penalty: 4518.378906
	Iteration 18Q: 3 clusters Score -1196158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1196162.750000 Penalty: 4518.378906
	Iteration 19Q: 3 clusters Score -1196163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1196162.375000 Penalty: 4518.378906
	Iteration 20F: 3 clusters Score -1196162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1196166.750000 Penalty: 4518.378906
	Iteration 21Q: 3 clusters Score -1196167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1196164.750000 Penalty: 4518.378906
	Iteration 22Q: 3 clusters Score -1196165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1196168.125000 Penalty: 4518.378906
	Iteration 23Q: 3 clusters Score -1196168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1196168.500000 Penalty: 4518.378906
	Iteration 24Q: 3 clusters Score -1196168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1196167.875000 Penalty: 4518.378906
	Iteration 25Q: 3 clusters Score -1196168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1196168.250000 Penalty: 4518.378906
	Iteration 26Q: 3 clusters Score -1196168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1196168.375000 Penalty: 4518.378906
	Iteration 27Q: 3 clusters Score -1196168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1196165.125000 Penalty: 4518.378906
	Iteration 28Q: 3 clusters Score -1196165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1196165.750000 Penalty: 4518.378906
	Iteration 29Q: 3 clusters Score -1196166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1196165.750000 Penalty: 4518.378906
	Iteration 30F: 3 clusters Score -1196166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -894064.250000 Penalty: 2201.625244
	Iteration 0F: 2 clusters Score -894064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -888223.125000 Penalty: 4403.250488
	Iteration 0F: 3 clusters Score -888223.1 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -889854.000000 Penalty: 4403.250488
	Iteration 1F: 3 clusters Score -889854 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -890158.687500 Penalty: 4403.250488
	Iteration 2F: 3 clusters Score -890158.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -890427.687500 Penalty: 4403.250488
	Iteration 3F: 3 clusters Score -890427.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -890727.875000 Penalty: 4403.250488
	Iteration 4F: 3 clusters Score -890727.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -891084.812500 Penalty: 4403.250488
	Iteration 5F: 3 clusters Score -891084.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -891496.250000 Penalty: 4403.250488
	Iteration 6F: 3 clusters Score -891496.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -891889.187500 Penalty: 4403.250488
	Iteration 7F: 3 clusters Score -891889.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -892178.437500 Penalty: 4403.250488
	Iteration 8Q: 3 clusters Score -892178.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -892397.625000 Penalty: 4403.250488
	Iteration 9Q: 3 clusters Score -892397.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -892564.062500 Penalty: 4403.250488
	Iteration 10Q: 3 clusters Score -892564.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -892686.250000 Penalty: 4403.250488
	Iteration 11Q: 3 clusters Score -892686.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -892756.937500 Penalty: 4403.250488
	Iteration 12Q: 3 clusters Score -892756.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -892793.750000 Penalty: 4403.250488
	Iteration 13Q: 3 clusters Score -892793.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -892818.187500 Penalty: 4403.250488
	Iteration 14Q: 3 clusters Score -892818.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -892841.750000 Penalty: 4403.250488
	Iteration 15Q: 3 clusters Score -892841.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -892867.562500 Penalty: 4403.250488
	Iteration 16Q: 3 clusters Score -892867.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -892883.375000 Penalty: 4403.250488
	Iteration 17Q: 3 clusters Score -892883.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -892891.312500 Penalty: 4403.250488
	Iteration 18Q: 3 clusters Score -892891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -892898.187500 Penalty: 4403.250488
	Iteration 19Q: 3 clusters Score -892898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -892905.375000 Penalty: 4403.250488
	Iteration 20F: 3 clusters Score -892905.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -892913.437500 Penalty: 4403.250488
	Iteration 21Q: 3 clusters Score -892913.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -892918.250000 Penalty: 4403.250488
	Iteration 22Q: 3 clusters Score -892918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -892923.500000 Penalty: 4403.250488
	Iteration 23Q: 3 clusters Score -892923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -892928.687500 Penalty: 4403.250488
	Iteration 24Q: 3 clusters Score -892928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -892929.125000 Penalty: 4403.250488
	Iteration 25Q: 3 clusters Score -892929.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -892937.875000 Penalty: 4403.250488
	Iteration 26Q: 3 clusters Score -892937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -892940.062500 Penalty: 4403.250488
	Iteration 27Q: 3 clusters Score -892940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -892942.937500 Penalty: 4403.250488
	Iteration 28Q: 3 clusters Score -892942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -892948.312500 Penalty: 4403.250488
	Iteration 29Q: 3 clusters Score -892948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -892953.875000 Penalty: 4403.250488
	Iteration 30Q: 3 clusters Score -892953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -892958.000000 Penalty: 4403.250488
	Iteration 31Q: 3 clusters Score -892958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -892960.312500 Penalty: 4403.250488
	Iteration 32Q: 3 clusters Score -892960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -892962.125000 Penalty: 4403.250488
	Iteration 33Q: 3 clusters Score -892962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -892968.500000 Penalty: 4403.250488
	Iteration 34Q: 3 clusters Score -892968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -892968.812500 Penalty: 4403.250488
	Iteration 35Q: 3 clusters Score -892968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -892973.750000 Penalty: 4403.250488
	Iteration 36Q: 3 clusters Score -892973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -892978.875000 Penalty: 4403.250488
	Iteration 37Q: 3 clusters Score -892978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -892983.750000 Penalty: 4403.250488
	Iteration 38Q: 3 clusters Score -892983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -892989.000000 Penalty: 4403.250488
	Iteration 39Q: 3 clusters Score -892989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -892992.062500 Penalty: 4403.250488
	Iteration 40F: 3 clusters Score -892992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -892995.312500 Penalty: 4403.250488
	Iteration 41Q: 3 clusters Score -892995.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -893002.312500 Penalty: 4403.250488
	Iteration 42Q: 3 clusters Score -893002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -893009.500000 Penalty: 4403.250488
	Iteration 43Q: 3 clusters Score -893009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -893013.687500 Penalty: 4403.250488
	Iteration 44Q: 3 clusters Score -893013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -893018.375000 Penalty: 4403.250488
	Iteration 45Q: 3 clusters Score -893018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -893023.875000 Penalty: 4403.250488
	Iteration 46Q: 3 clusters Score -893023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -893028.625000 Penalty: 4403.250488
	Iteration 47Q: 3 clusters Score -893028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -893033.187500 Penalty: 4403.250488
	Iteration 48Q: 3 clusters Score -893033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -893033.125000 Penalty: 4403.250488
	Iteration 49Q: 3 clusters Score -893033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -893036.687500 Penalty: 4403.250488
	Iteration 50Q: 3 clusters Score -893036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -893040.437500 Penalty: 4403.250488
	Iteration 51Q: 3 clusters Score -893040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -893041.750000 Penalty: 4403.250488
	Iteration 52Q: 3 clusters Score -893041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -893044.875000 Penalty: 4403.250488
	Iteration 53Q: 3 clusters Score -893044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -893045.875000 Penalty: 4403.250488
	Iteration 54Q: 3 clusters Score -893045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -893048.812500 Penalty: 4403.250488
	Iteration 55Q: 3 clusters Score -893048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -893048.437500 Penalty: 4403.250488
	Iteration 56Q: 3 clusters Score -893048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -893049.000000 Penalty: 4403.250488
	Iteration 57Q: 3 clusters Score -893049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -893049.000000 Penalty: 4403.250488
	Iteration 58F: 3 clusters Score -893049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Entering Unmasked Estep 
Score: -5434077.000000 Penalty: 2628.306152
	Iteration 0F: 2 clusters Score -5434077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5406724.000000 Penalty: 5256.612305
	Iteration 0F: 3 clusters Score -5406724 nChanged 18469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5416755.500000 Penalty: 5256.612305
	Iteration 1F: 3 clusters Score -5416756 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5417253.000000 Penalty: 5256.612305
	Iteration 2Q: 3 clusters Score -5417253 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5417776.500000 Penalty: 5256.612305
	Iteration 3Q: 3 clusters Score -5417776 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5418426.000000 Penalty: 5256.612305
	Iteration 4Q: 3 clusters Score -5418426 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5419207.000000 Penalty: 5256.612305
	Iteration 5Q: 3 clusters Score -5419207 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5420242.000000 Penalty: 5256.612305
	Iteration 6Q: 3 clusters Score -5420242 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5421614.500000 Penalty: 5256.612305
	Iteration 7F: 3 clusters Score -5421614 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5423437.500000 Penalty: 5256.612305
	Iteration 8F: 3 clusters Score -5423438 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5425678.000000 Penalty: 5256.612305
	Iteration 9F: 3 clusters Score -5425678 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5427623.000000 Penalty: 5256.612305
	Iteration 10F: 3 clusters Score -5427623 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5429096.000000 Penalty: 5256.612305
	Iteration 11Q: 3 clusters Score -5429096 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5430134.000000 Penalty: 5256.612305
	Iteration 12Q: 3 clusters Score -5430134 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5430810.500000 Penalty: 5256.612305
	Iteration 13Q: 3 clusters Score -5430810 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5431245.500000 Penalty: 5256.612305
	Iteration 14Q: 3 clusters Score -5431246 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5431500.500000 Penalty: 5256.612305
	Iteration 15Q: 3 clusters Score -5431500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5431628.000000 Penalty: 5256.612305
	Iteration 16Q: 3 clusters Score -5431628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5431709.000000 Penalty: 5256.612305
	Iteration 17Q: 3 clusters Score -5431709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5431764.000000 Penalty: 5256.612305
	Iteration 18Q: 3 clusters Score -5431764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5431785.500000 Penalty: 5256.612305
	Iteration 19Q: 3 clusters Score -5431786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5431827.000000 Penalty: 5256.612305
	Iteration 20F: 3 clusters Score -5431827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5431850.500000 Penalty: 5256.612305
	Iteration 21Q: 3 clusters Score -5431850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5431868.500000 Penalty: 5256.612305
	Iteration 22Q: 3 clusters Score -5431868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5431886.500000 Penalty: 5256.612305
	Iteration 23Q: 3 clusters Score -5431886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5431906.000000 Penalty: 5256.612305
	Iteration 24Q: 3 clusters Score -5431906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5431916.500000 Penalty: 5256.612305
	Iteration 25Q: 3 clusters Score -5431916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5431924.000000 Penalty: 5256.612305
	Iteration 26Q: 3 clusters Score -5431924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5431932.000000 Penalty: 5256.612305
	Iteration 27Q: 3 clusters Score -5431932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5431932.500000 Penalty: 5256.612305
	Iteration 28Q: 3 clusters Score -5431932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5431946.500000 Penalty: 5256.612305
	Iteration 29Q: 3 clusters Score -5431946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5431950.000000 Penalty: 5256.612305
	Iteration 30Q: 3 clusters Score -5431950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5431948.000000 Penalty: 5256.612305
	Iteration 31Q: 3 clusters Score -5431948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5431948.500000 Penalty: 5256.612305
	Iteration 32Q: 3 clusters Score -5431948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5431948.500000 Penalty: 5256.612305
	Iteration 33F: 3 clusters Score -5431948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Entering Unmasked Estep 
Score: -23073010.000000 Penalty: 2991.517822
	Iteration 0F: 2 clusters Score -2.307301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -22964352.000000 Penalty: 5983.035645
	Iteration 0F: 3 clusters Score -2.296435e+07 nChanged 83137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -23012644.000000 Penalty: 5983.035645
	Iteration 1F: 3 clusters Score -2.301264e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -23013468.000000 Penalty: 5983.035645
	Iteration 2Q: 3 clusters Score -2.301347e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -23014126.000000 Penalty: 5983.035645
	Iteration 3Q: 3 clusters Score -2.301413e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -23015074.000000 Penalty: 5983.035645
	Iteration 4Q: 3 clusters Score -2.301507e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -23016140.000000 Penalty: 5983.035645
	Iteration 5Q: 3 clusters Score -2.301614e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -23017494.000000 Penalty: 5983.035645
	Iteration 6Q: 3 clusters Score -2.301749e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -23019780.000000 Penalty: 5983.035645
	Iteration 7Q: 3 clusters Score -2.301978e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -23023254.000000 Penalty: 5983.035645
	Iteration 8Q: 3 clusters Score -2.302325e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -23028436.000000 Penalty: 5983.035645
	Iteration 9Q: 3 clusters Score -2.302844e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -23035154.000000 Penalty: 5983.035645
	Iteration 10F: 3 clusters Score -2.303515e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -23043130.000000 Penalty: 5983.035645
	Iteration 11F: 3 clusters Score -2.304313e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112891 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -23049554.000000 Penalty: 5983.035645
	Iteration 12F: 3 clusters Score -2.304955e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -23053094.000000 Penalty: 5983.035645
	Iteration 13Q: 3 clusters Score -2.305309e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115254 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -23054544.000000 Penalty: 5983.035645
	Iteration 14Q: 3 clusters Score -2.305454e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -23055084.000000 Penalty: 5983.035645
	Iteration 15Q: 3 clusters Score -2.305508e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116976 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -23055452.000000 Penalty: 5983.035645
	Iteration 16Q: 3 clusters Score -2.305545e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117794 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -23055766.000000 Penalty: 5983.035645
	Iteration 17Q: 3 clusters Score -2.305577e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -23056112.000000 Penalty: 5983.035645
	Iteration 18Q: 3 clusters Score -2.305611e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -23056404.000000 Penalty: 5983.035645
	Iteration 19Q: 3 clusters Score -2.30564e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -23056750.000000 Penalty: 5983.035645
	Iteration 20F: 3 clusters Score -2.305675e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -23056950.000000 Penalty: 5983.035645
	Iteration 21Q: 3 clusters Score -2.305695e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -23057332.000000 Penalty: 5983.035645
	Iteration 22Q: 3 clusters Score -2.305733e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -23057692.000000 Penalty: 5983.035645
	Iteration 23Q: 3 clusters Score -2.305769e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123604 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -23058018.000000 Penalty: 5983.035645
	Iteration 24Q: 3 clusters Score -2.305802e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124509 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -23058396.000000 Penalty: 5983.035645
	Iteration 25Q: 3 clusters Score -2.30584e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -23058766.000000 Penalty: 5983.035645
	Iteration 26Q: 3 clusters Score -2.305877e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -23059134.000000 Penalty: 5983.035645
	Iteration 27Q: 3 clusters Score -2.305913e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -23059412.000000 Penalty: 5983.035645
	Iteration 28Q: 3 clusters Score -2.305941e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -23059674.000000 Penalty: 5983.035645
	Iteration 29Q: 3 clusters Score -2.305967e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -23059974.000000 Penalty: 5983.035645
	Iteration 30Q: 3 clusters Score -2.305997e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129357 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -23060240.000000 Penalty: 5983.035645
	Iteration 31Q: 3 clusters Score -2.306024e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -23060502.000000 Penalty: 5983.035645
	Iteration 32Q: 3 clusters Score -2.30605e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -23060782.000000 Penalty: 5983.035645
	Iteration 33Q: 3 clusters Score -2.306078e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -23061080.000000 Penalty: 5983.035645
	Iteration 34Q: 3 clusters Score -2.306108e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -23061406.000000 Penalty: 5983.035645
	Iteration 35Q: 3 clusters Score -2.306141e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -23061656.000000 Penalty: 5983.035645
	Iteration 36Q: 3 clusters Score -2.306166e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -23061898.000000 Penalty: 5983.035645
	Iteration 37Q: 3 clusters Score -2.30619e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -23062146.000000 Penalty: 5983.035645
	Iteration 38Q: 3 clusters Score -2.306215e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136985 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -23062428.000000 Penalty: 5983.035645
	Iteration 39Q: 3 clusters Score -2.306243e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137982 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -23062682.000000 Penalty: 5983.035645
	Iteration 40F: 3 clusters Score -2.306268e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -23062864.000000 Penalty: 5983.035645
	Iteration 41Q: 3 clusters Score -2.306286e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -23063004.000000 Penalty: 5983.035645
	Iteration 42Q: 3 clusters Score -2.3063e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -23063218.000000 Penalty: 5983.035645
	Iteration 43Q: 3 clusters Score -2.306322e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -23063512.000000 Penalty: 5983.035645
	Iteration 44Q: 3 clusters Score -2.306351e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -23063684.000000 Penalty: 5983.035645
	Iteration 45Q: 3 clusters Score -2.306368e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -23063912.000000 Penalty: 5983.035645
	Iteration 46Q: 3 clusters Score -2.306391e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -23064126.000000 Penalty: 5983.035645
	Iteration 47Q: 3 clusters Score -2.306413e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -23064286.000000 Penalty: 5983.035645
	Iteration 48Q: 3 clusters Score -2.306429e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -23064514.000000 Penalty: 5983.035645
	Iteration 49Q: 3 clusters Score -2.306451e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -23064758.000000 Penalty: 5983.035645
	Iteration 50Q: 3 clusters Score -2.306476e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -23064936.000000 Penalty: 5983.035645
	Iteration 51Q: 3 clusters Score -2.306494e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150367 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -23065010.000000 Penalty: 5983.035645
	Iteration 52Q: 3 clusters Score -2.306501e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -23065254.000000 Penalty: 5983.035645
	Iteration 53Q: 3 clusters Score -2.306525e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -23065468.000000 Penalty: 5983.035645
	Iteration 54Q: 3 clusters Score -2.306547e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -23065630.000000 Penalty: 5983.035645
	Iteration 55Q: 3 clusters Score -2.306563e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -23065882.000000 Penalty: 5983.035645
	Iteration 56Q: 3 clusters Score -2.306588e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -23066058.000000 Penalty: 5983.035645
	Iteration 57Q: 3 clusters Score -2.306606e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -23066294.000000 Penalty: 5983.035645
	Iteration 58Q: 3 clusters Score -2.306629e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -23066408.000000 Penalty: 5983.035645
	Iteration 59Q: 3 clusters Score -2.306641e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -23066568.000000 Penalty: 5983.035645
	Iteration 60F: 3 clusters Score -2.306657e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -23066758.000000 Penalty: 5983.035645
	Iteration 61Q: 3 clusters Score -2.306676e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159839 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -23066892.000000 Penalty: 5983.035645
	Iteration 62Q: 3 clusters Score -2.306689e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160563 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -23067098.000000 Penalty: 5983.035645
	Iteration 63Q: 3 clusters Score -2.30671e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -23067274.000000 Penalty: 5983.035645
	Iteration 64Q: 3 clusters Score -2.306727e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161904 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -23067362.000000 Penalty: 5983.035645
	Iteration 65Q: 3 clusters Score -2.306736e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -23067490.000000 Penalty: 5983.035645
	Iteration 66Q: 3 clusters Score -2.306749e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -23067586.000000 Penalty: 5983.035645
	Iteration 67Q: 3 clusters Score -2.306759e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -23067666.000000 Penalty: 5983.035645
	Iteration 68Q: 3 clusters Score -2.306767e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -23067822.000000 Penalty: 5983.035645
	Iteration 69Q: 3 clusters Score -2.306782e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -23067940.000000 Penalty: 5983.035645
	Iteration 70Q: 3 clusters Score -2.306794e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -23067964.000000 Penalty: 5983.035645
	Iteration 71Q: 3 clusters Score -2.306796e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -23068114.000000 Penalty: 5983.035645
	Iteration 72Q: 3 clusters Score -2.306811e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165972 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -23068264.000000 Penalty: 5983.035645
	Iteration 73Q: 3 clusters Score -2.306826e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -23068390.000000 Penalty: 5983.035645
	Iteration 74Q: 3 clusters Score -2.306839e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -23068528.000000 Penalty: 5983.035645
	Iteration 75Q: 3 clusters Score -2.306853e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -23068664.000000 Penalty: 5983.035645
	Iteration 76Q: 3 clusters Score -2.306866e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -23068792.000000 Penalty: 5983.035645
	Iteration 77Q: 3 clusters Score -2.306879e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -23068958.000000 Penalty: 5983.035645
	Iteration 78Q: 3 clusters Score -2.306896e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -23069038.000000 Penalty: 5983.035645
	Iteration 79Q: 3 clusters Score -2.306904e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -23069092.000000 Penalty: 5983.035645
	Iteration 80F: 3 clusters Score -2.306909e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -23069212.000000 Penalty: 5983.035645
	Iteration 81Q: 3 clusters Score -2.306921e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -23069274.000000 Penalty: 5983.035645
	Iteration 82Q: 3 clusters Score -2.306927e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -23069332.000000 Penalty: 5983.035645
	Iteration 83Q: 3 clusters Score -2.306933e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -23069338.000000 Penalty: 5983.035645
	Iteration 84Q: 3 clusters Score -2.306934e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -23069394.000000 Penalty: 5983.035645
	Iteration 85Q: 3 clusters Score -2.306939e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -23069460.000000 Penalty: 5983.035645
	Iteration 86Q: 3 clusters Score -2.306946e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -23069576.000000 Penalty: 5983.035645
	Iteration 87Q: 3 clusters Score -2.306958e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -23069658.000000 Penalty: 5983.035645
	Iteration 88Q: 3 clusters Score -2.306966e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23069698.000000 Penalty: 5983.035645
	Iteration 89Q: 3 clusters Score -2.30697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -23069712.000000 Penalty: 5983.035645
	Iteration 90Q: 3 clusters Score -2.306971e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23069746.000000 Penalty: 5983.035645
	Iteration 91Q: 3 clusters Score -2.306975e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23069766.000000 Penalty: 5983.035645
	Iteration 92Q: 3 clusters Score -2.306977e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -23069768.000000 Penalty: 5983.035645
	Iteration 93Q: 3 clusters Score -2.306977e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23069812.000000 Penalty: 5983.035645
	Iteration 94Q: 3 clusters Score -2.306981e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23069886.000000 Penalty: 5983.035645
	Iteration 95Q: 3 clusters Score -2.306989e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23069906.000000 Penalty: 5983.035645
	Iteration 96Q: 3 clusters Score -2.306991e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170449 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -23069948.000000 Penalty: 5983.035645
	Iteration 97Q: 3 clusters Score -2.306995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170501 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23069960.000000 Penalty: 5983.035645
	Iteration 98Q: 3 clusters Score -2.306996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -23069996.000000 Penalty: 5983.035645
	Iteration 99Q: 3 clusters Score -2.307e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23070014.000000 Penalty: 5983.035645
	Iteration 100F: 3 clusters Score -2.307001e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -23070030.000000 Penalty: 5983.035645
	Iteration 101Q: 3 clusters Score -2.307003e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23070062.000000 Penalty: 5983.035645
	Iteration 102Q: 3 clusters Score -2.307006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23070052.000000 Penalty: 5983.035645
	Iteration 103Q: 3 clusters Score -2.307005e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23070078.000000 Penalty: 5983.035645
	Iteration 104Q: 3 clusters Score -2.307008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170794 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23070076.000000 Penalty: 5983.035645
	Iteration 105Q: 3 clusters Score -2.307008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -23070080.000000 Penalty: 5983.035645
	Iteration 106Q: 3 clusters Score -2.307008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -23070098.000000 Penalty: 5983.035645
	Iteration 107Q: 3 clusters Score -2.30701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170869 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23070120.000000 Penalty: 5983.035645
	Iteration 108Q: 3 clusters Score -2.307012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -23070120.000000 Penalty: 5983.035645
	Iteration 109Q: 3 clusters Score -2.307012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170900 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -23070122.000000 Penalty: 5983.035645
	Iteration 110Q: 3 clusters Score -2.307012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -23070120.000000 Penalty: 5983.035645
	Iteration 111Q: 3 clusters Score -2.307012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170932 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23070128.000000 Penalty: 5983.035645
	Iteration 112Q: 3 clusters Score -2.307013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23070150.000000 Penalty: 5983.035645
	Iteration 113Q: 3 clusters Score -2.307015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -23070174.000000 Penalty: 5983.035645
	Iteration 114Q: 3 clusters Score -2.307017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -23070172.000000 Penalty: 5983.035645
	Iteration 115Q: 3 clusters Score -2.307017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170972 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -23070178.000000 Penalty: 5983.035645
	Iteration 116Q: 3 clusters Score -2.307018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23070180.000000 Penalty: 5983.035645
	Iteration 117Q: 3 clusters Score -2.307018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -23070178.000000 Penalty: 5983.035645
	Iteration 118Q: 3 clusters Score -2.307018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -23070190.000000 Penalty: 5983.035645
	Iteration 119Q: 3 clusters Score -2.307019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23070188.000000 Penalty: 5983.035645
	Iteration 120F: 3 clusters Score -2.307019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -23070190.000000 Penalty: 5983.035645
	Iteration 121Q: 3 clusters Score -2.307019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23070166.000000 Penalty: 5983.035645
	Iteration 122Q: 3 clusters Score -2.307017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23070200.000000 Penalty: 5983.035645
	Iteration 123Q: 3 clusters Score -2.30702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -23070174.000000 Penalty: 5983.035645
	Iteration 124Q: 3 clusters Score -2.307017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171055 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23070190.000000 Penalty: 5983.035645
	Iteration 125Q: 3 clusters Score -2.307019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23070184.000000 Penalty: 5983.035645
	Iteration 126Q: 3 clusters Score -2.307018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23070190.000000 Penalty: 5983.035645
	Iteration 127Q: 3 clusters Score -2.307019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23070192.000000 Penalty: 5983.035645
	Iteration 128Q: 3 clusters Score -2.307019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23070200.000000 Penalty: 5983.035645
	Iteration 129Q: 3 clusters Score -2.30702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -23070190.000000 Penalty: 5983.035645
	Iteration 130Q: 3 clusters Score -2.307019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23070210.000000 Penalty: 5983.035645
	Iteration 131Q: 3 clusters Score -2.307021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171084 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23070206.000000 Penalty: 5983.035645
	Iteration 132Q: 3 clusters Score -2.307021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171088 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23070210.000000 Penalty: 5983.035645
	Iteration 133Q: 3 clusters Score -2.307021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -23070194.000000 Penalty: 5983.035645
	Iteration 134Q: 3 clusters Score -2.307019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23070204.000000 Penalty: 5983.035645
	Iteration 135Q: 3 clusters Score -2.30702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171103 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23070200.000000 Penalty: 5983.035645
	Iteration 136Q: 3 clusters Score -2.30702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23070200.000000 Penalty: 5983.035645
	Iteration 137Q: 3 clusters Score -2.30702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23070200.000000 Penalty: 5983.035645
	Iteration 138Q: 3 clusters Score -2.30702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23070212.000000 Penalty: 5983.035645
	Iteration 139Q: 3 clusters Score -2.307021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -23070204.000000 Penalty: 5983.035645
	Iteration 140F: 3 clusters Score -2.30702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23070208.000000 Penalty: 5983.035645
	Iteration 141Q: 3 clusters Score -2.307021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23070208.000000 Penalty: 5983.035645
	Iteration 142F: 3 clusters Score -2.307021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Entering Unmasked Estep 
Score: -17208464.000000 Penalty: 2923.262207
	Iteration 0F: 2 clusters Score -1.720846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -17120810.000000 Penalty: 5846.524414
	Iteration 0F: 3 clusters Score -1.712081e+07 nChanged 62808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -17157048.000000 Penalty: 5846.524414
	Iteration 1F: 3 clusters Score -1.715705e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -17158022.000000 Penalty: 5846.524414
	Iteration 2Q: 3 clusters Score -1.715802e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -17159130.000000 Penalty: 5846.524414
	Iteration 3Q: 3 clusters Score -1.715913e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -17160442.000000 Penalty: 5846.524414
	Iteration 4Q: 3 clusters Score -1.716044e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -17162302.000000 Penalty: 5846.524414
	Iteration 5Q: 3 clusters Score -1.71623e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -17164650.000000 Penalty: 5846.524414
	Iteration 6Q: 3 clusters Score -1.716465e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -17167848.000000 Penalty: 5846.524414
	Iteration 7F: 3 clusters Score -1.716785e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -17172348.000000 Penalty: 5846.524414
	Iteration 8F: 3 clusters Score -1.717235e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -17178162.000000 Penalty: 5846.524414
	Iteration 9F: 3 clusters Score -1.717816e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -17184308.000000 Penalty: 5846.524414
	Iteration 10F: 3 clusters Score -1.718431e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -17189586.000000 Penalty: 5846.524414
	Iteration 11F: 3 clusters Score -1.718959e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -17193250.000000 Penalty: 5846.524414
	Iteration 12Q: 3 clusters Score -1.719325e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -17195866.000000 Penalty: 5846.524414
	Iteration 13Q: 3 clusters Score -1.719587e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -17197774.000000 Penalty: 5846.524414
	Iteration 14Q: 3 clusters Score -1.719777e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -17199222.000000 Penalty: 5846.524414
	Iteration 15Q: 3 clusters Score -1.719922e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -17200400.000000 Penalty: 5846.524414
	Iteration 16Q: 3 clusters Score -1.72004e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122182 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -17201454.000000 Penalty: 5846.524414
	Iteration 17Q: 3 clusters Score -1.720145e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -17202346.000000 Penalty: 5846.524414
	Iteration 18Q: 3 clusters Score -1.720235e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -17203048.000000 Penalty: 5846.524414
	Iteration 19Q: 3 clusters Score -1.720305e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126613 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -17203610.000000 Penalty: 5846.524414
	Iteration 20F: 3 clusters Score -1.720361e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -17204224.000000 Penalty: 5846.524414
	Iteration 21Q: 3 clusters Score -1.720422e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17204710.000000 Penalty: 5846.524414
	Iteration 22Q: 3 clusters Score -1.720471e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -17205054.000000 Penalty: 5846.524414
	Iteration 23Q: 3 clusters Score -1.720505e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17205332.000000 Penalty: 5846.524414
	Iteration 24Q: 3 clusters Score -1.720533e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17205510.000000 Penalty: 5846.524414
	Iteration 25Q: 3 clusters Score -1.720551e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17205648.000000 Penalty: 5846.524414
	Iteration 26Q: 3 clusters Score -1.720565e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130440 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17205734.000000 Penalty: 5846.524414
	Iteration 27Q: 3 clusters Score -1.720573e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17205812.000000 Penalty: 5846.524414
	Iteration 28Q: 3 clusters Score -1.720581e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17205862.000000 Penalty: 5846.524414
	Iteration 29Q: 3 clusters Score -1.720586e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -17205908.000000 Penalty: 5846.524414
	Iteration 30Q: 3 clusters Score -1.720591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17205956.000000 Penalty: 5846.524414
	Iteration 31Q: 3 clusters Score -1.720596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17205972.000000 Penalty: 5846.524414
	Iteration 32Q: 3 clusters Score -1.720597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17205986.000000 Penalty: 5846.524414
	Iteration 33Q: 3 clusters Score -1.720599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17205994.000000 Penalty: 5846.524414
	Iteration 34Q: 3 clusters Score -1.720599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17206012.000000 Penalty: 5846.524414
	Iteration 35Q: 3 clusters Score -1.720601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17206032.000000 Penalty: 5846.524414
	Iteration 36Q: 3 clusters Score -1.720603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17206028.000000 Penalty: 5846.524414
	Iteration 37Q: 3 clusters Score -1.720603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17206032.000000 Penalty: 5846.524414
	Iteration 38Q: 3 clusters Score -1.720603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17206032.000000 Penalty: 5846.524414
	Iteration 39Q: 3 clusters Score -1.720603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17206028.000000 Penalty: 5846.524414
	Iteration 40F: 3 clusters Score -1.720603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -17206040.000000 Penalty: 5846.524414
	Iteration 41Q: 3 clusters Score -1.720604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17206054.000000 Penalty: 5846.524414
	Iteration 42Q: 3 clusters Score -1.720605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -17206064.000000 Penalty: 5846.524414
	Iteration 43Q: 3 clusters Score -1.720606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -17206078.000000 Penalty: 5846.524414
	Iteration 44Q: 3 clusters Score -1.720608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17206084.000000 Penalty: 5846.524414
	Iteration 45Q: 3 clusters Score -1.720608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17206082.000000 Penalty: 5846.524414
	Iteration 46Q: 3 clusters Score -1.720608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130981 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17206098.000000 Penalty: 5846.524414
	Iteration 47Q: 3 clusters Score -1.72061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17206112.000000 Penalty: 5846.524414
	Iteration 48Q: 3 clusters Score -1.720611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -17206110.000000 Penalty: 5846.524414
	Iteration 49Q: 3 clusters Score -1.720611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17206106.000000 Penalty: 5846.524414
	Iteration 50Q: 3 clusters Score -1.720611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17206106.000000 Penalty: 5846.524414
	Iteration 51F: 3 clusters Score -1.720611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Entering Unmasked Estep 
Score: -3898755.250000 Penalty: 2545.694336
	Iteration 0F: 2 clusters Score -3898755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3879130.000000 Penalty: 5091.388672
	Iteration 0F: 3 clusters Score -3879130 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3886090.000000 Penalty: 5091.388672
	Iteration 1F: 3 clusters Score -3886090 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3886585.500000 Penalty: 5091.388672
	Iteration 2Q: 3 clusters Score -3886586 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3886987.500000 Penalty: 5091.388672
	Iteration 3Q: 3 clusters Score -3886988 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3887412.500000 Penalty: 5091.388672
	Iteration 4Q: 3 clusters Score -3887412 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3887919.500000 Penalty: 5091.388672
	Iteration 5Q: 3 clusters Score -3887920 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3888601.750000 Penalty: 5091.388672
	Iteration 6Q: 3 clusters Score -3888602 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3889508.500000 Penalty: 5091.388672
	Iteration 7F: 3 clusters Score -3889508 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3890751.000000 Penalty: 5091.388672
	Iteration 8F: 3 clusters Score -3890751 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3892193.250000 Penalty: 5091.388672
	Iteration 9F: 3 clusters Score -3892193 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3893701.000000 Penalty: 5091.388672
	Iteration 10F: 3 clusters Score -3893701 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3894880.000000 Penalty: 5091.388672
	Iteration 11Q: 3 clusters Score -3894880 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3895566.500000 Penalty: 5091.388672
	Iteration 12Q: 3 clusters Score -3895566 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3895981.750000 Penalty: 5091.388672
	Iteration 13Q: 3 clusters Score -3895982 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3896217.000000 Penalty: 5091.388672
	Iteration 14Q: 3 clusters Score -3896217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3896315.000000 Penalty: 5091.388672
	Iteration 15Q: 3 clusters Score -3896315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3896383.500000 Penalty: 5091.388672
	Iteration 16Q: 3 clusters Score -3896384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3896454.500000 Penalty: 5091.388672
	Iteration 17Q: 3 clusters Score -3896454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3896488.000000 Penalty: 5091.388672
	Iteration 18Q: 3 clusters Score -3896488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3896538.250000 Penalty: 5091.388672
	Iteration 19Q: 3 clusters Score -3896538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3896574.250000 Penalty: 5091.388672
	Iteration 20F: 3 clusters Score -3896574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3896605.500000 Penalty: 5091.388672
	Iteration 21Q: 3 clusters Score -3896606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3896627.750000 Penalty: 5091.388672
	Iteration 22Q: 3 clusters Score -3896628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3896637.750000 Penalty: 5091.388672
	Iteration 23Q: 3 clusters Score -3896638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3896647.000000 Penalty: 5091.388672
	Iteration 24Q: 3 clusters Score -3896647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3896652.000000 Penalty: 5091.388672
	Iteration 25Q: 3 clusters Score -3896652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3896653.500000 Penalty: 5091.388672
	Iteration 26Q: 3 clusters Score -3896654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3896652.250000 Penalty: 5091.388672
	Iteration 27Q: 3 clusters Score -3896652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3896652.500000 Penalty: 5091.388672
	Iteration 28Q: 3 clusters Score -3896652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3896655.750000 Penalty: 5091.388672
	Iteration 29Q: 3 clusters Score -3896656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3896660.250000 Penalty: 5091.388672
	Iteration 30Q: 3 clusters Score -3896660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3896667.500000 Penalty: 5091.388672
	Iteration 31Q: 3 clusters Score -3896668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3896674.250000 Penalty: 5091.388672
	Iteration 32Q: 3 clusters Score -3896674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3896674.250000 Penalty: 5091.388672
	Iteration 33F: 3 clusters Score -3896674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (215319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215319 members 
Entering Unmasked Estep 
Score: -28803246.000000 Penalty: 3045.409180
	Iteration 0F: 2 clusters Score -2.880325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -28666412.000000 Penalty: 6090.818359
	Iteration 0F: 3 clusters Score -2.866641e+07 nChanged 103898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -28727930.000000 Penalty: 6090.818359
	Iteration 1F: 3 clusters Score -2.872793e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -28730192.000000 Penalty: 6090.818359
	Iteration 2Q: 3 clusters Score -2.873019e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -28734520.000000 Penalty: 6090.818359
	Iteration 3Q: 3 clusters Score -2.873452e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146220 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -28742658.000000 Penalty: 6090.818359
	Iteration 4F: 3 clusters Score -2.874266e+07 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -28757458.000000 Penalty: 6090.818359
	Iteration 5F: 3 clusters Score -2.875746e+07 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186031 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -28776380.000000 Penalty: 6090.818359
	Iteration 6F: 3 clusters Score -2.877638e+07 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202565 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -28790248.000000 Penalty: 6090.818359
	Iteration 7F: 3 clusters Score -2.879025e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211066 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -28797114.000000 Penalty: 6090.818359
	Iteration 8Q: 3 clusters Score -2.879711e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214082 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -28799504.000000 Penalty: 6090.818359
	Iteration 9Q: 3 clusters Score -2.87995e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214843 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -28800138.000000 Penalty: 6090.818359
	Iteration 10Q: 3 clusters Score -2.880014e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215012 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28800352.000000 Penalty: 6090.818359
	Iteration 11Q: 3 clusters Score -2.880035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215066 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28800428.000000 Penalty: 6090.818359
	Iteration 12Q: 3 clusters Score -2.880043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215088 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28800488.000000 Penalty: 6090.818359
	Iteration 13Q: 3 clusters Score -2.880049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215090 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28800490.000000 Penalty: 6090.818359
	Iteration 14Q: 3 clusters Score -2.880049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215091 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28800512.000000 Penalty: 6090.818359
	Iteration 15Q: 3 clusters Score -2.880051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215090 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28800514.000000 Penalty: 6090.818359
	Iteration 16Q: 3 clusters Score -2.880051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215089 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28800520.000000 Penalty: 6090.818359
	Iteration 17Q: 3 clusters Score -2.880052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215089 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28800522.000000 Penalty: 6090.818359
	Iteration 18Q: 3 clusters Score -2.880052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215089 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28800522.000000 Penalty: 6090.818359
	Iteration 19F: 3 clusters Score -2.880052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Entering Unmasked Estep 
Score: -4943756.000000 Penalty: 2609.360596
	Iteration 0F: 2 clusters Score -4943756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4918642.000000 Penalty: 5218.721191
	Iteration 0F: 3 clusters Score -4918642 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4928102.500000 Penalty: 5218.721191
	Iteration 1F: 3 clusters Score -4928102 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4928871.500000 Penalty: 5218.721191
	Iteration 2Q: 3 clusters Score -4928872 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4929766.500000 Penalty: 5218.721191
	Iteration 3F: 3 clusters Score -4929766 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4930768.500000 Penalty: 5218.721191
	Iteration 4F: 3 clusters Score -4930768 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4931958.500000 Penalty: 5218.721191
	Iteration 5F: 3 clusters Score -4931958 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4933259.500000 Penalty: 5218.721191
	Iteration 6F: 3 clusters Score -4933260 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4934452.500000 Penalty: 5218.721191
	Iteration 7F: 3 clusters Score -4934452 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4935422.500000 Penalty: 5218.721191
	Iteration 8F: 3 clusters Score -4935422 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4936231.500000 Penalty: 5218.721191
	Iteration 9Q: 3 clusters Score -4936232 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4936842.000000 Penalty: 5218.721191
	Iteration 10Q: 3 clusters Score -4936842 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4937370.500000 Penalty: 5218.721191
	Iteration 11Q: 3 clusters Score -4937370 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4938004.500000 Penalty: 5218.721191
	Iteration 12Q: 3 clusters Score -4938004 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -4938775.000000 Penalty: 5218.721191
	Iteration 13Q: 3 clusters Score -4938775 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4939546.500000 Penalty: 5218.721191
	Iteration 14Q: 3 clusters Score -4939546 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4940276.500000 Penalty: 5218.721191
	Iteration 15Q: 3 clusters Score -4940276 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4940892.000000 Penalty: 5218.721191
	Iteration 16Q: 3 clusters Score -4940892 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4941345.000000 Penalty: 5218.721191
	Iteration 17Q: 3 clusters Score -4941345 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4941627.000000 Penalty: 5218.721191
	Iteration 18Q: 3 clusters Score -4941627 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -4941760.500000 Penalty: 5218.721191
	Iteration 19Q: 3 clusters Score -4941760 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4941847.500000 Penalty: 5218.721191
	Iteration 20F: 3 clusters Score -4941848 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4941901.000000 Penalty: 5218.721191
	Iteration 21Q: 3 clusters Score -4941901 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4941931.500000 Penalty: 5218.721191
	Iteration 22Q: 3 clusters Score -4941932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4941939.500000 Penalty: 5218.721191
	Iteration 23Q: 3 clusters Score -4941940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4941957.000000 Penalty: 5218.721191
	Iteration 24Q: 3 clusters Score -4941957 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4941958.500000 Penalty: 5218.721191
	Iteration 25Q: 3 clusters Score -4941958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4941978.500000 Penalty: 5218.721191
	Iteration 26Q: 3 clusters Score -4941978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4941974.500000 Penalty: 5218.721191
	Iteration 27Q: 3 clusters Score -4941974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4941985.000000 Penalty: 5218.721191
	Iteration 28Q: 3 clusters Score -4941985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4941984.500000 Penalty: 5218.721191
	Iteration 29Q: 3 clusters Score -4941984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4941978.500000 Penalty: 5218.721191
	Iteration 30Q: 3 clusters Score -4941978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4941989.000000 Penalty: 5218.721191
	Iteration 31Q: 3 clusters Score -4941989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4941978.500000 Penalty: 5218.721191
	Iteration 32Q: 3 clusters Score -4941978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4941991.000000 Penalty: 5218.721191
	Iteration 33Q: 3 clusters Score -4941991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4941987.000000 Penalty: 5218.721191
	Iteration 34Q: 3 clusters Score -4941987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -4941988.000000 Penalty: 5218.721191
	Iteration 35Q: 3 clusters Score -4941988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4941998.000000 Penalty: 5218.721191
	Iteration 36Q: 3 clusters Score -4941998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4941994.500000 Penalty: 5218.721191
	Iteration 37Q: 3 clusters Score -4941994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4941986.500000 Penalty: 5218.721191
	Iteration 38Q: 3 clusters Score -4941986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4941996.000000 Penalty: 5218.721191
	Iteration 39Q: 3 clusters Score -4941996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4941995.500000 Penalty: 5218.721191
	Iteration 40F: 3 clusters Score -4941996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -4941992.500000 Penalty: 5218.721191
	Iteration 41Q: 3 clusters Score -4941992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4941994.500000 Penalty: 5218.721191
	Iteration 42Q: 3 clusters Score -4941994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4941994.000000 Penalty: 5218.721191
	Iteration 43Q: 3 clusters Score -4941994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4941992.000000 Penalty: 5218.721191
	Iteration 44Q: 3 clusters Score -4941992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4941990.000000 Penalty: 5218.721191
	Iteration 45Q: 3 clusters Score -4941990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -4942001.500000 Penalty: 5218.721191
	Iteration 46Q: 3 clusters Score -4942002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4942001.500000 Penalty: 5218.721191
	Iteration 47Q: 3 clusters Score -4942002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4942009.500000 Penalty: 5218.721191
	Iteration 48Q: 3 clusters Score -4942010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -4942009.000000 Penalty: 5218.721191
	Iteration 49Q: 3 clusters Score -4942009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4942017.000000 Penalty: 5218.721191
	Iteration 50Q: 3 clusters Score -4942017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4942017.500000 Penalty: 5218.721191
	Iteration 51Q: 3 clusters Score -4942018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4942013.500000 Penalty: 5218.721191
	Iteration 52Q: 3 clusters Score -4942014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4942029.000000 Penalty: 5218.721191
	Iteration 53Q: 3 clusters Score -4942029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4942034.500000 Penalty: 5218.721191
	Iteration 54Q: 3 clusters Score -4942034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4942034.500000 Penalty: 5218.721191
	Iteration 55Q: 3 clusters Score -4942034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4942029.000000 Penalty: 5218.721191
	Iteration 56Q: 3 clusters Score -4942029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4942029.500000 Penalty: 5218.721191
	Iteration 57Q: 3 clusters Score -4942030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4942032.000000 Penalty: 5218.721191
	Iteration 58Q: 3 clusters Score -4942032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4942034.000000 Penalty: 5218.721191
	Iteration 59Q: 3 clusters Score -4942034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4942033.500000 Penalty: 5218.721191
	Iteration 60F: 3 clusters Score -4942034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4942027.500000 Penalty: 5218.721191
	Iteration 61Q: 3 clusters Score -4942028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4942025.000000 Penalty: 5218.721191
	Iteration 62Q: 3 clusters Score -4942025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4942024.000000 Penalty: 5218.721191
	Iteration 63Q: 3 clusters Score -4942024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4942024.500000 Penalty: 5218.721191
	Iteration 64Q: 3 clusters Score -4942024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4942017.500000 Penalty: 5218.721191
	Iteration 65Q: 3 clusters Score -4942018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4942023.500000 Penalty: 5218.721191
	Iteration 66Q: 3 clusters Score -4942024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4942022.500000 Penalty: 5218.721191
	Iteration 67Q: 3 clusters Score -4942022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4942018.000000 Penalty: 5218.721191
	Iteration 68Q: 3 clusters Score -4942018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4942018.500000 Penalty: 5218.721191
	Iteration 69Q: 3 clusters Score -4942018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4942014.000000 Penalty: 5218.721191
	Iteration 70Q: 3 clusters Score -4942014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4942017.500000 Penalty: 5218.721191
	Iteration 71Q: 3 clusters Score -4942018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4942017.500000 Penalty: 5218.721191
	Iteration 72Q: 3 clusters Score -4942018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4942011.500000 Penalty: 5218.721191
	Iteration 73Q: 3 clusters Score -4942012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4942014.000000 Penalty: 5218.721191
	Iteration 74Q: 3 clusters Score -4942014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4942017.000000 Penalty: 5218.721191
	Iteration 75Q: 3 clusters Score -4942017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4942019.500000 Penalty: 5218.721191
	Iteration 76Q: 3 clusters Score -4942020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4942019.500000 Penalty: 5218.721191
	Iteration 77F: 3 clusters Score -4942020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Entering Unmasked Estep 
Score: -861963.000000 Penalty: 2203.520752
	Iteration 0F: 2 clusters Score -861963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -856124.500000 Penalty: 4407.041504
	Iteration 0F: 3 clusters Score -856124.5 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -857969.937500 Penalty: 4407.041504
	Iteration 1F: 3 clusters Score -857969.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -858426.875000 Penalty: 4407.041504
	Iteration 2F: 3 clusters Score -858426.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -858768.187500 Penalty: 4407.041504
	Iteration 3F: 3 clusters Score -858768.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -859080.625000 Penalty: 4407.041504
	Iteration 4F: 3 clusters Score -859080.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -859327.312500 Penalty: 4407.041504
	Iteration 5F: 3 clusters Score -859327.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -859486.875000 Penalty: 4407.041504
	Iteration 6Q: 3 clusters Score -859486.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -859602.687500 Penalty: 4407.041504
	Iteration 7Q: 3 clusters Score -859602.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -859699.812500 Penalty: 4407.041504
	Iteration 8Q: 3 clusters Score -859699.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -859780.937500 Penalty: 4407.041504
	Iteration 9Q: 3 clusters Score -859780.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -859863.937500 Penalty: 4407.041504
	Iteration 10Q: 3 clusters Score -859863.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -859951.875000 Penalty: 4407.041504
	Iteration 11Q: 3 clusters Score -859951.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -860037.500000 Penalty: 4407.041504
	Iteration 12Q: 3 clusters Score -860037.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -860117.187500 Penalty: 4407.041504
	Iteration 13Q: 3 clusters Score -860117.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -860203.937500 Penalty: 4407.041504
	Iteration 14Q: 3 clusters Score -860203.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -860272.500000 Penalty: 4407.041504
	Iteration 15Q: 3 clusters Score -860272.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -860346.750000 Penalty: 4407.041504
	Iteration 16Q: 3 clusters Score -860346.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -860409.062500 Penalty: 4407.041504
	Iteration 17Q: 3 clusters Score -860409.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -860479.687500 Penalty: 4407.041504
	Iteration 18Q: 3 clusters Score -860479.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -860557.812500 Penalty: 4407.041504
	Iteration 19Q: 3 clusters Score -860557.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -860624.562500 Penalty: 4407.041504
	Iteration 20F: 3 clusters Score -860624.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -860686.750000 Penalty: 4407.041504
	Iteration 21Q: 3 clusters Score -860686.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -860748.187500 Penalty: 4407.041504
	Iteration 22Q: 3 clusters Score -860748.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -860801.000000 Penalty: 4407.041504
	Iteration 23Q: 3 clusters Score -860801 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -860857.375000 Penalty: 4407.041504
	Iteration 24Q: 3 clusters Score -860857.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -860919.750000 Penalty: 4407.041504
	Iteration 25Q: 3 clusters Score -860919.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -860960.375000 Penalty: 4407.041504
	Iteration 26Q: 3 clusters Score -860960.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -860994.437500 Penalty: 4407.041504
	Iteration 27Q: 3 clusters Score -860994.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -861021.062500 Penalty: 4407.041504
	Iteration 28Q: 3 clusters Score -861021.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -861038.375000 Penalty: 4407.041504
	Iteration 29Q: 3 clusters Score -861038.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -861050.062500 Penalty: 4407.041504
	Iteration 30Q: 3 clusters Score -861050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -861062.187500 Penalty: 4407.041504
	Iteration 31Q: 3 clusters Score -861062.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -861069.375000 Penalty: 4407.041504
	Iteration 32Q: 3 clusters Score -861069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -861072.562500 Penalty: 4407.041504
	Iteration 33Q: 3 clusters Score -861072.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -861074.937500 Penalty: 4407.041504
	Iteration 34Q: 3 clusters Score -861074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -861075.625000 Penalty: 4407.041504
	Iteration 35Q: 3 clusters Score -861075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -861081.812500 Penalty: 4407.041504
	Iteration 36Q: 3 clusters Score -861081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -861083.250000 Penalty: 4407.041504
	Iteration 37Q: 3 clusters Score -861083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -861085.625000 Penalty: 4407.041504
	Iteration 38Q: 3 clusters Score -861085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -861089.875000 Penalty: 4407.041504
	Iteration 39Q: 3 clusters Score -861089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -861092.500000 Penalty: 4407.041504
	Iteration 40F: 3 clusters Score -861092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -861098.062500 Penalty: 4407.041504
	Iteration 41Q: 3 clusters Score -861098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -861104.937500 Penalty: 4407.041504
	Iteration 42Q: 3 clusters Score -861104.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -861113.812500 Penalty: 4407.041504
	Iteration 43Q: 3 clusters Score -861113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -861119.750000 Penalty: 4407.041504
	Iteration 44Q: 3 clusters Score -861119.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -861124.625000 Penalty: 4407.041504
	Iteration 45Q: 3 clusters Score -861124.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -861133.562500 Penalty: 4407.041504
	Iteration 46Q: 3 clusters Score -861133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -861140.000000 Penalty: 4407.041504
	Iteration 47Q: 3 clusters Score -861140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -861142.312500 Penalty: 4407.041504
	Iteration 48Q: 3 clusters Score -861142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -861147.125000 Penalty: 4407.041504
	Iteration 49Q: 3 clusters Score -861147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -861145.562500 Penalty: 4407.041504
	Iteration 50Q: 3 clusters Score -861145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -861150.250000 Penalty: 4407.041504
	Iteration 51Q: 3 clusters Score -861150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -861150.625000 Penalty: 4407.041504
	Iteration 52Q: 3 clusters Score -861150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -861156.312500 Penalty: 4407.041504
	Iteration 53Q: 3 clusters Score -861156.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -861160.625000 Penalty: 4407.041504
	Iteration 54Q: 3 clusters Score -861160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -861165.187500 Penalty: 4407.041504
	Iteration 55Q: 3 clusters Score -861165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -861170.750000 Penalty: 4407.041504
	Iteration 56Q: 3 clusters Score -861170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -861172.687500 Penalty: 4407.041504
	Iteration 57Q: 3 clusters Score -861172.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -861175.125000 Penalty: 4407.041504
	Iteration 58Q: 3 clusters Score -861175.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -861182.125000 Penalty: 4407.041504
	Iteration 59Q: 3 clusters Score -861182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -861184.125000 Penalty: 4407.041504
	Iteration 60F: 3 clusters Score -861184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -861188.125000 Penalty: 4407.041504
	Iteration 61Q: 3 clusters Score -861188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -861191.250000 Penalty: 4407.041504
	Iteration 62Q: 3 clusters Score -861191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -861194.750000 Penalty: 4407.041504
	Iteration 63Q: 3 clusters Score -861194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -861198.687500 Penalty: 4407.041504
	Iteration 64Q: 3 clusters Score -861198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -861201.687500 Penalty: 4407.041504
	Iteration 65Q: 3 clusters Score -861201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -861203.062500 Penalty: 4407.041504
	Iteration 66Q: 3 clusters Score -861203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -861204.750000 Penalty: 4407.041504
	Iteration 67Q: 3 clusters Score -861204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -861205.875000 Penalty: 4407.041504
	Iteration 68Q: 3 clusters Score -861205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -861207.000000 Penalty: 4407.041504
	Iteration 69Q: 3 clusters Score -861207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -861206.312500 Penalty: 4407.041504
	Iteration 70Q: 3 clusters Score -861206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -861207.750000 Penalty: 4407.041504
	Iteration 71Q: 3 clusters Score -861207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -861209.750000 Penalty: 4407.041504
	Iteration 72Q: 3 clusters Score -861209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -861210.937500 Penalty: 4407.041504
	Iteration 73Q: 3 clusters Score -861210.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -861218.687500 Penalty: 4407.041504
	Iteration 74Q: 3 clusters Score -861218.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -861219.875000 Penalty: 4407.041504
	Iteration 75Q: 3 clusters Score -861219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -861225.625000 Penalty: 4407.041504
	Iteration 76Q: 3 clusters Score -861225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -861226.750000 Penalty: 4407.041504
	Iteration 77Q: 3 clusters Score -861226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -861234.875000 Penalty: 4407.041504
	Iteration 78Q: 3 clusters Score -861234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -861245.812500 Penalty: 4407.041504
	Iteration 79Q: 3 clusters Score -861245.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -861254.187500 Penalty: 4407.041504
	Iteration 80F: 3 clusters Score -861254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -861262.187500 Penalty: 4407.041504
	Iteration 81Q: 3 clusters Score -861262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -861265.750000 Penalty: 4407.041504
	Iteration 82Q: 3 clusters Score -861265.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -861271.187500 Penalty: 4407.041504
	Iteration 83Q: 3 clusters Score -861271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -861276.562500 Penalty: 4407.041504
	Iteration 84Q: 3 clusters Score -861276.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -861277.125000 Penalty: 4407.041504
	Iteration 85Q: 3 clusters Score -861277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -861282.937500 Penalty: 4407.041504
	Iteration 86Q: 3 clusters Score -861282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -861283.500000 Penalty: 4407.041504
	Iteration 87Q: 3 clusters Score -861283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -861285.062500 Penalty: 4407.041504
	Iteration 88Q: 3 clusters Score -861285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -861287.375000 Penalty: 4407.041504
	Iteration 89Q: 3 clusters Score -861287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -861286.062500 Penalty: 4407.041504
	Iteration 90Q: 3 clusters Score -861286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -861286.250000 Penalty: 4407.041504
	Iteration 91Q: 3 clusters Score -861286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -861287.625000 Penalty: 4407.041504
	Iteration 92Q: 3 clusters Score -861287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -861287.625000 Penalty: 4407.041504
	Iteration 93F: 3 clusters Score -861287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -697953.000000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -697953 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 2668 members 
Entering Unmasked Estep 
Score: -693203.312500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -693203.3 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -694304.312500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -694304.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -694512.812500 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -694512.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -694648.062500 Penalty: 4261.504883
	Iteration 3Q: 3 clusters Score -694648.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -694741.875000 Penalty: 4261.504883
	Iteration 4Q: 3 clusters Score -694741.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -694812.250000 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -694812.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -694859.437500 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -694859.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -694909.437500 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -694909.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -694964.125000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -694964.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -695026.250000 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -695026.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -695081.625000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -695081.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -695155.687500 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -695155.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -695246.250000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -695246.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -695375.875000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -695375.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -695510.812500 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -695510.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -695669.937500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -695669.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -695817.687500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -695817.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -695949.750000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -695949.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -696054.750000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -696054.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -696123.625000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -696123.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -696164.687500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -696164.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -696186.750000 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -696186.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -696198.937500 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -696198.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -696209.125000 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -696209.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -696219.187500 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -696219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -696227.937500 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -696227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -696233.125000 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -696233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -696240.062500 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -696240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -696243.437500 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -696243.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -696251.125000 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -696251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -696255.562500 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -696255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -696257.062500 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -696257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -696260.375000 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -696260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -696263.437500 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -696263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -696265.812500 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -696265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -696271.000000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -696271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -696274.187500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -696274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -696275.125000 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -696275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -696275.937500 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -696275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -696277.250000 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -696277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -696277.250000 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -696277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Entering Unmasked Estep 
Score: -15129293.000000 Penalty: 2889.367920
	Iteration 0F: 2 clusters Score -1.512929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -15053263.000000 Penalty: 5778.735840
	Iteration 0F: 3 clusters Score -1.505326e+07 nChanged 54640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -15084223.000000 Penalty: 5778.735840
	Iteration 1F: 3 clusters Score -1.508422e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -15085595.000000 Penalty: 5778.735840
	Iteration 2Q: 3 clusters Score -1.50856e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -15087598.000000 Penalty: 5778.735840
	Iteration 3Q: 3 clusters Score -1.50876e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -15090794.000000 Penalty: 5778.735840
	Iteration 4F: 3 clusters Score -1.509079e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -15095986.000000 Penalty: 5778.735840
	Iteration 5F: 3 clusters Score -1.509599e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -15102135.000000 Penalty: 5778.735840
	Iteration 6F: 3 clusters Score -1.510214e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -15108675.000000 Penalty: 5778.735840
	Iteration 7F: 3 clusters Score -1.510868e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -15114504.000000 Penalty: 5778.735840
	Iteration 8F: 3 clusters Score -1.51145e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -15119261.000000 Penalty: 5778.735840
	Iteration 9F: 3 clusters Score -1.511926e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108158 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -15122484.000000 Penalty: 5778.735840
	Iteration 10Q: 3 clusters Score -1.512248e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -15124429.000000 Penalty: 5778.735840
	Iteration 11Q: 3 clusters Score -1.512443e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -15125565.000000 Penalty: 5778.735840
	Iteration 12Q: 3 clusters Score -1.512556e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15126088.000000 Penalty: 5778.735840
	Iteration 13Q: 3 clusters Score -1.512609e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15126415.000000 Penalty: 5778.735840
	Iteration 14Q: 3 clusters Score -1.512642e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15126626.000000 Penalty: 5778.735840
	Iteration 15Q: 3 clusters Score -1.512663e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15126695.000000 Penalty: 5778.735840
	Iteration 16Q: 3 clusters Score -1.51267e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15126757.000000 Penalty: 5778.735840
	Iteration 17Q: 3 clusters Score -1.512676e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15126810.000000 Penalty: 5778.735840
	Iteration 18Q: 3 clusters Score -1.512681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15126836.000000 Penalty: 5778.735840
	Iteration 19Q: 3 clusters Score -1.512684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15126848.000000 Penalty: 5778.735840
	Iteration 20F: 3 clusters Score -1.512685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15126859.000000 Penalty: 5778.735840
	Iteration 21Q: 3 clusters Score -1.512686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15126869.000000 Penalty: 5778.735840
	Iteration 22Q: 3 clusters Score -1.512687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -15126877.000000 Penalty: 5778.735840
	Iteration 23Q: 3 clusters Score -1.512688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15126894.000000 Penalty: 5778.735840
	Iteration 24Q: 3 clusters Score -1.512689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15126901.000000 Penalty: 5778.735840
	Iteration 25Q: 3 clusters Score -1.51269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15126897.000000 Penalty: 5778.735840
	Iteration 26Q: 3 clusters Score -1.51269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15126891.000000 Penalty: 5778.735840
	Iteration 27Q: 3 clusters Score -1.512689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15126886.000000 Penalty: 5778.735840
	Iteration 28Q: 3 clusters Score -1.512689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15126889.000000 Penalty: 5778.735840
	Iteration 29Q: 3 clusters Score -1.512689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15126896.000000 Penalty: 5778.735840
	Iteration 30Q: 3 clusters Score -1.51269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -15126899.000000 Penalty: 5778.735840
	Iteration 31Q: 3 clusters Score -1.51269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15126892.000000 Penalty: 5778.735840
	Iteration 32Q: 3 clusters Score -1.512689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15126897.000000 Penalty: 5778.735840
	Iteration 33Q: 3 clusters Score -1.51269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15126897.000000 Penalty: 5778.735840
	Iteration 34F: 3 clusters Score -1.51269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Entering Unmasked Estep 
Score: -2217539.500000 Penalty: 2433.301758
	Iteration 0F: 2 clusters Score -2217540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2204579.500000 Penalty: 4866.603516
	Iteration 0F: 3 clusters Score -2204580 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2208957.500000 Penalty: 4866.603516
	Iteration 1F: 3 clusters Score -2208958 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2209539.000000 Penalty: 4866.603516
	Iteration 2F: 3 clusters Score -2209539 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2210047.250000 Penalty: 4866.603516
	Iteration 3F: 3 clusters Score -2210047 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2210516.500000 Penalty: 4866.603516
	Iteration 4F: 3 clusters Score -2210516 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2210977.000000 Penalty: 4866.603516
	Iteration 5F: 3 clusters Score -2210977 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2211410.250000 Penalty: 4866.603516
	Iteration 6Q: 3 clusters Score -2211410 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2211890.750000 Penalty: 4866.603516
	Iteration 7Q: 3 clusters Score -2211891 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2212366.000000 Penalty: 4866.603516
	Iteration 8Q: 3 clusters Score -2212366 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2212900.500000 Penalty: 4866.603516
	Iteration 9Q: 3 clusters Score -2212900 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2213448.500000 Penalty: 4866.603516
	Iteration 10Q: 3 clusters Score -2213448 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2213942.250000 Penalty: 4866.603516
	Iteration 11Q: 3 clusters Score -2213942 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2214410.500000 Penalty: 4866.603516
	Iteration 12Q: 3 clusters Score -2214410 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2214767.000000 Penalty: 4866.603516
	Iteration 13Q: 3 clusters Score -2214767 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2215051.250000 Penalty: 4866.603516
	Iteration 14Q: 3 clusters Score -2215051 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2215250.250000 Penalty: 4866.603516
	Iteration 15Q: 3 clusters Score -2215250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2215413.500000 Penalty: 4866.603516
	Iteration 16Q: 3 clusters Score -2215414 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2215496.000000 Penalty: 4866.603516
	Iteration 17Q: 3 clusters Score -2215496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2215559.000000 Penalty: 4866.603516
	Iteration 18Q: 3 clusters Score -2215559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2215610.000000 Penalty: 4866.603516
	Iteration 19Q: 3 clusters Score -2215610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2215644.250000 Penalty: 4866.603516
	Iteration 20F: 3 clusters Score -2215644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2215668.250000 Penalty: 4866.603516
	Iteration 21Q: 3 clusters Score -2215668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2215692.250000 Penalty: 4866.603516
	Iteration 22Q: 3 clusters Score -2215692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2215712.000000 Penalty: 4866.603516
	Iteration 23Q: 3 clusters Score -2215712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2215723.250000 Penalty: 4866.603516
	Iteration 24Q: 3 clusters Score -2215723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2215728.250000 Penalty: 4866.603516
	Iteration 25Q: 3 clusters Score -2215728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2215734.000000 Penalty: 4866.603516
	Iteration 26Q: 3 clusters Score -2215734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2215740.000000 Penalty: 4866.603516
	Iteration 27Q: 3 clusters Score -2215740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2215741.500000 Penalty: 4866.603516
	Iteration 28Q: 3 clusters Score -2215742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2215752.500000 Penalty: 4866.603516
	Iteration 29Q: 3 clusters Score -2215752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2215771.750000 Penalty: 4866.603516
	Iteration 30Q: 3 clusters Score -2215772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2215773.000000 Penalty: 4866.603516
	Iteration 31Q: 3 clusters Score -2215773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2215782.500000 Penalty: 4866.603516
	Iteration 32Q: 3 clusters Score -2215782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2215783.000000 Penalty: 4866.603516
	Iteration 33Q: 3 clusters Score -2215783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2215789.750000 Penalty: 4866.603516
	Iteration 34Q: 3 clusters Score -2215790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2215799.000000 Penalty: 4866.603516
	Iteration 35Q: 3 clusters Score -2215799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2215799.000000 Penalty: 4866.603516
	Iteration 36Q: 3 clusters Score -2215799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2215799.000000 Penalty: 4866.603516
	Iteration 37F: 3 clusters Score -2215799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -610254.750000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -610254.8 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 2111 members 
Entering Unmasked Estep 
Score: -606088.250000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -606088.2 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -607052.875000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -607052.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -607251.625000 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -607251.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -607357.687500 Penalty: 4151.906250
	Iteration 3Q: 3 clusters Score -607357.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -607419.125000 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -607419.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -607458.437500 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -607458.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -607490.375000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -607490.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -607515.500000 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -607515.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -607530.187500 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -607530.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -607541.187500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -607541.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -607553.812500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -607553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -607564.812500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -607564.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -607576.312500 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -607576.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607584.562500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -607584.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -607589.062500 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -607589.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607594.500000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -607594.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607603.437500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -607603.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -607611.062500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -607611.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -607618.437500 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -607618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -607625.687500 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -607625.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -607632.875000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -607632.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -607636.562500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -607636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -607640.375000 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -607640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -607645.062500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -607645.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -607651.625000 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -607651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -607659.000000 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -607659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -607662.250000 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -607662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -607663.562500 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -607663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -607664.937500 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -607664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -607670.125000 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -607670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -607671.062500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -607671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -607671.187500 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -607671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -607673.187500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -607673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -607674.937500 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -607674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -607674.750000 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -607674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -607678.875000 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -607678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -607679.062500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -607679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -607680.437500 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -607680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -607682.062500 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -607682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -607681.250000 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -607681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -607681.250000 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -607681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -893785.125000 Penalty: 2206.862305
	Iteration 0F: 2 clusters Score -893785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -887916.500000 Penalty: 4413.724609
	Iteration 0F: 3 clusters Score -887916.5 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -889781.250000 Penalty: 4413.724609
	Iteration 1F: 3 clusters Score -889781.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -890263.375000 Penalty: 4413.724609
	Iteration 2F: 3 clusters Score -890263.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -890664.875000 Penalty: 4413.724609
	Iteration 3F: 3 clusters Score -890664.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -891004.562500 Penalty: 4413.724609
	Iteration 4F: 3 clusters Score -891004.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -891283.562500 Penalty: 4413.724609
	Iteration 5F: 3 clusters Score -891283.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -891509.187500 Penalty: 4413.724609
	Iteration 6Q: 3 clusters Score -891509.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -891717.812500 Penalty: 4413.724609
	Iteration 7Q: 3 clusters Score -891717.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -891907.125000 Penalty: 4413.724609
	Iteration 8Q: 3 clusters Score -891907.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -892042.562500 Penalty: 4413.724609
	Iteration 9Q: 3 clusters Score -892042.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -892162.125000 Penalty: 4413.724609
	Iteration 10Q: 3 clusters Score -892162.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -892260.062500 Penalty: 4413.724609
	Iteration 11Q: 3 clusters Score -892260.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -892360.687500 Penalty: 4413.724609
	Iteration 12Q: 3 clusters Score -892360.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -892446.312500 Penalty: 4413.724609
	Iteration 13Q: 3 clusters Score -892446.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -892513.937500 Penalty: 4413.724609
	Iteration 14Q: 3 clusters Score -892513.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -892557.500000 Penalty: 4413.724609
	Iteration 15Q: 3 clusters Score -892557.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -892587.375000 Penalty: 4413.724609
	Iteration 16Q: 3 clusters Score -892587.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -892613.312500 Penalty: 4413.724609
	Iteration 17Q: 3 clusters Score -892613.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -892632.125000 Penalty: 4413.724609
	Iteration 18Q: 3 clusters Score -892632.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -892641.937500 Penalty: 4413.724609
	Iteration 19Q: 3 clusters Score -892641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -892650.812500 Penalty: 4413.724609
	Iteration 20F: 3 clusters Score -892650.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -892661.937500 Penalty: 4413.724609
	Iteration 21Q: 3 clusters Score -892661.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -892672.062500 Penalty: 4413.724609
	Iteration 22Q: 3 clusters Score -892672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -892675.437500 Penalty: 4413.724609
	Iteration 23Q: 3 clusters Score -892675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -892676.000000 Penalty: 4413.724609
	Iteration 24Q: 3 clusters Score -892676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -892677.625000 Penalty: 4413.724609
	Iteration 25Q: 3 clusters Score -892677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -892684.625000 Penalty: 4413.724609
	Iteration 26Q: 3 clusters Score -892684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -892690.750000 Penalty: 4413.724609
	Iteration 27Q: 3 clusters Score -892690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -892703.125000 Penalty: 4413.724609
	Iteration 28Q: 3 clusters Score -892703.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -892720.375000 Penalty: 4413.724609
	Iteration 29Q: 3 clusters Score -892720.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -892745.062500 Penalty: 4413.724609
	Iteration 30Q: 3 clusters Score -892745.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -892760.125000 Penalty: 4413.724609
	Iteration 31Q: 3 clusters Score -892760.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -892771.687500 Penalty: 4413.724609
	Iteration 32Q: 3 clusters Score -892771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -892780.375000 Penalty: 4413.724609
	Iteration 33Q: 3 clusters Score -892780.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -892785.312500 Penalty: 4413.724609
	Iteration 34Q: 3 clusters Score -892785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -892788.000000 Penalty: 4413.724609
	Iteration 35Q: 3 clusters Score -892788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -892788.562500 Penalty: 4413.724609
	Iteration 36Q: 3 clusters Score -892788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -892788.812500 Penalty: 4413.724609
	Iteration 37Q: 3 clusters Score -892788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -892790.250000 Penalty: 4413.724609
	Iteration 38Q: 3 clusters Score -892790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -892789.937500 Penalty: 4413.724609
	Iteration 39Q: 3 clusters Score -892789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -892789.125000 Penalty: 4413.724609
	Iteration 40F: 3 clusters Score -892789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -892788.062500 Penalty: 4413.724609
	Iteration 41Q: 3 clusters Score -892788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -892790.500000 Penalty: 4413.724609
	Iteration 42Q: 3 clusters Score -892790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -892789.500000 Penalty: 4413.724609
	Iteration 43Q: 3 clusters Score -892789.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -892792.500000 Penalty: 4413.724609
	Iteration 44Q: 3 clusters Score -892792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -892794.312500 Penalty: 4413.724609
	Iteration 45Q: 3 clusters Score -892794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -892794.312500 Penalty: 4413.724609
	Iteration 46F: 3 clusters Score -892794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (151478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Entering Unmasked Estep 
Score: -20327474.000000 Penalty: 2958.192627
	Iteration 0F: 2 clusters Score -2.032747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -20229886.000000 Penalty: 5916.385254
	Iteration 0F: 3 clusters Score -2.022989e+07 nChanged 72597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -20270990.000000 Penalty: 5916.385254
	Iteration 1F: 3 clusters Score -2.027099e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -20271692.000000 Penalty: 5916.385254
	Iteration 2Q: 3 clusters Score -2.027169e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -20272590.000000 Penalty: 5916.385254
	Iteration 3Q: 3 clusters Score -2.027259e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -20273784.000000 Penalty: 5916.385254
	Iteration 4Q: 3 clusters Score -2.027378e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -20275774.000000 Penalty: 5916.385254
	Iteration 5Q: 3 clusters Score -2.027577e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -20278696.000000 Penalty: 5916.385254
	Iteration 6Q: 3 clusters Score -2.02787e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -20283204.000000 Penalty: 5916.385254
	Iteration 7F: 3 clusters Score -2.02832e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -20290112.000000 Penalty: 5916.385254
	Iteration 8F: 3 clusters Score -2.029011e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -20299654.000000 Penalty: 5916.385254
	Iteration 9F: 3 clusters Score -2.029965e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -20310772.000000 Penalty: 5916.385254
	Iteration 10F: 3 clusters Score -2.031077e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -20319124.000000 Penalty: 5916.385254
	Iteration 11F: 3 clusters Score -2.031912e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -20321698.000000 Penalty: 5916.385254
	Iteration 12Q: 3 clusters Score -2.03217e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -20322672.000000 Penalty: 5916.385254
	Iteration 13Q: 3 clusters Score -2.032267e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -20322972.000000 Penalty: 5916.385254
	Iteration 14Q: 3 clusters Score -2.032297e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -20323228.000000 Penalty: 5916.385254
	Iteration 15Q: 3 clusters Score -2.032323e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -20323418.000000 Penalty: 5916.385254
	Iteration 16Q: 3 clusters Score -2.032342e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -20323552.000000 Penalty: 5916.385254
	Iteration 17Q: 3 clusters Score -2.032355e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -20323632.000000 Penalty: 5916.385254
	Iteration 18Q: 3 clusters Score -2.032363e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -20323716.000000 Penalty: 5916.385254
	Iteration 19Q: 3 clusters Score -2.032372e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -20323860.000000 Penalty: 5916.385254
	Iteration 20F: 3 clusters Score -2.032386e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -20323976.000000 Penalty: 5916.385254
	Iteration 21Q: 3 clusters Score -2.032398e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -20324114.000000 Penalty: 5916.385254
	Iteration 22Q: 3 clusters Score -2.032411e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -20324114.000000 Penalty: 5916.385254
	Iteration 23Q: 3 clusters Score -2.032411e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -20324088.000000 Penalty: 5916.385254
	Iteration 24Q: 3 clusters Score -2.032409e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -20324102.000000 Penalty: 5916.385254
	Iteration 25Q: 3 clusters Score -2.03241e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -20324192.000000 Penalty: 5916.385254
	Iteration 26Q: 3 clusters Score -2.032419e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -20324246.000000 Penalty: 5916.385254
	Iteration 27Q: 3 clusters Score -2.032425e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -20324282.000000 Penalty: 5916.385254
	Iteration 28Q: 3 clusters Score -2.032428e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -20324272.000000 Penalty: 5916.385254
	Iteration 29Q: 3 clusters Score -2.032427e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -20324358.000000 Penalty: 5916.385254
	Iteration 30Q: 3 clusters Score -2.032436e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -20324406.000000 Penalty: 5916.385254
	Iteration 31Q: 3 clusters Score -2.032441e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -20324426.000000 Penalty: 5916.385254
	Iteration 32Q: 3 clusters Score -2.032443e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -20324498.000000 Penalty: 5916.385254
	Iteration 33Q: 3 clusters Score -2.03245e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -20324558.000000 Penalty: 5916.385254
	Iteration 34Q: 3 clusters Score -2.032456e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -20324600.000000 Penalty: 5916.385254
	Iteration 35Q: 3 clusters Score -2.03246e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -20324702.000000 Penalty: 5916.385254
	Iteration 36Q: 3 clusters Score -2.03247e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -20324644.000000 Penalty: 5916.385254
	Iteration 37Q: 3 clusters Score -2.032464e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -20324650.000000 Penalty: 5916.385254
	Iteration 38Q: 3 clusters Score -2.032465e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -20324690.000000 Penalty: 5916.385254
	Iteration 39Q: 3 clusters Score -2.032469e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112969 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -20324702.000000 Penalty: 5916.385254
	Iteration 40F: 3 clusters Score -2.03247e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -20324852.000000 Penalty: 5916.385254
	Iteration 41Q: 3 clusters Score -2.032485e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -20324804.000000 Penalty: 5916.385254
	Iteration 42Q: 3 clusters Score -2.03248e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -20324912.000000 Penalty: 5916.385254
	Iteration 43Q: 3 clusters Score -2.032491e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -20324930.000000 Penalty: 5916.385254
	Iteration 44Q: 3 clusters Score -2.032493e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -20324964.000000 Penalty: 5916.385254
	Iteration 45Q: 3 clusters Score -2.032496e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -20325050.000000 Penalty: 5916.385254
	Iteration 46Q: 3 clusters Score -2.032505e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -20325102.000000 Penalty: 5916.385254
	Iteration 47Q: 3 clusters Score -2.03251e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117508 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -20325226.000000 Penalty: 5916.385254
	Iteration 48Q: 3 clusters Score -2.032523e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118195 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -20325282.000000 Penalty: 5916.385254
	Iteration 49Q: 3 clusters Score -2.032528e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -20325296.000000 Penalty: 5916.385254
	Iteration 50Q: 3 clusters Score -2.03253e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -20325330.000000 Penalty: 5916.385254
	Iteration 51Q: 3 clusters Score -2.032533e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -20325476.000000 Penalty: 5916.385254
	Iteration 52Q: 3 clusters Score -2.032548e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -20325592.000000 Penalty: 5916.385254
	Iteration 53Q: 3 clusters Score -2.032559e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -20325606.000000 Penalty: 5916.385254
	Iteration 54Q: 3 clusters Score -2.032561e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -20325674.000000 Penalty: 5916.385254
	Iteration 55Q: 3 clusters Score -2.032567e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123215 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -20325780.000000 Penalty: 5916.385254
	Iteration 56Q: 3 clusters Score -2.032578e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -20325892.000000 Penalty: 5916.385254
	Iteration 57Q: 3 clusters Score -2.032589e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -20325980.000000 Penalty: 5916.385254
	Iteration 58Q: 3 clusters Score -2.032598e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -20326028.000000 Penalty: 5916.385254
	Iteration 59Q: 3 clusters Score -2.032603e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -20326114.000000 Penalty: 5916.385254
	Iteration 60F: 3 clusters Score -2.032611e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -20326156.000000 Penalty: 5916.385254
	Iteration 61Q: 3 clusters Score -2.032616e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -20326222.000000 Penalty: 5916.385254
	Iteration 62Q: 3 clusters Score -2.032622e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -20326238.000000 Penalty: 5916.385254
	Iteration 63Q: 3 clusters Score -2.032624e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -20326298.000000 Penalty: 5916.385254
	Iteration 64Q: 3 clusters Score -2.03263e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -20326438.000000 Penalty: 5916.385254
	Iteration 65Q: 3 clusters Score -2.032644e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -20326430.000000 Penalty: 5916.385254
	Iteration 66Q: 3 clusters Score -2.032643e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -20326486.000000 Penalty: 5916.385254
	Iteration 67Q: 3 clusters Score -2.032649e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131676 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -20326526.000000 Penalty: 5916.385254
	Iteration 68Q: 3 clusters Score -2.032653e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -20326522.000000 Penalty: 5916.385254
	Iteration 69Q: 3 clusters Score -2.032652e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132805 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -20326578.000000 Penalty: 5916.385254
	Iteration 70Q: 3 clusters Score -2.032658e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133359 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -20326608.000000 Penalty: 5916.385254
	Iteration 71Q: 3 clusters Score -2.032661e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -20326654.000000 Penalty: 5916.385254
	Iteration 72Q: 3 clusters Score -2.032665e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134430 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -20326740.000000 Penalty: 5916.385254
	Iteration 73Q: 3 clusters Score -2.032674e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134965 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -20326720.000000 Penalty: 5916.385254
	Iteration 74Q: 3 clusters Score -2.032672e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -20326668.000000 Penalty: 5916.385254
	Iteration 75Q: 3 clusters Score -2.032667e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -20326690.000000 Penalty: 5916.385254
	Iteration 76Q: 3 clusters Score -2.032669e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -20326656.000000 Penalty: 5916.385254
	Iteration 77Q: 3 clusters Score -2.032666e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -20326628.000000 Penalty: 5916.385254
	Iteration 78Q: 3 clusters Score -2.032663e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137215 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -20326676.000000 Penalty: 5916.385254
	Iteration 79Q: 3 clusters Score -2.032668e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -20326702.000000 Penalty: 5916.385254
	Iteration 80F: 3 clusters Score -2.03267e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137998 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -20326774.000000 Penalty: 5916.385254
	Iteration 81Q: 3 clusters Score -2.032677e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -20326694.000000 Penalty: 5916.385254
	Iteration 82Q: 3 clusters Score -2.032669e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -20326684.000000 Penalty: 5916.385254
	Iteration 83Q: 3 clusters Score -2.032668e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -20326732.000000 Penalty: 5916.385254
	Iteration 84Q: 3 clusters Score -2.032673e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139457 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -20326742.000000 Penalty: 5916.385254
	Iteration 85Q: 3 clusters Score -2.032674e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -20326760.000000 Penalty: 5916.385254
	Iteration 86Q: 3 clusters Score -2.032676e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -20326732.000000 Penalty: 5916.385254
	Iteration 87Q: 3 clusters Score -2.032673e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140470 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -20326690.000000 Penalty: 5916.385254
	Iteration 88Q: 3 clusters Score -2.032669e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -20326738.000000 Penalty: 5916.385254
	Iteration 89Q: 3 clusters Score -2.032674e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -20326748.000000 Penalty: 5916.385254
	Iteration 90Q: 3 clusters Score -2.032675e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -20326732.000000 Penalty: 5916.385254
	Iteration 91Q: 3 clusters Score -2.032673e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -20326708.000000 Penalty: 5916.385254
	Iteration 92Q: 3 clusters Score -2.032671e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141958 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -20326700.000000 Penalty: 5916.385254
	Iteration 93Q: 3 clusters Score -2.03267e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -20326716.000000 Penalty: 5916.385254
	Iteration 94Q: 3 clusters Score -2.032672e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -20326688.000000 Penalty: 5916.385254
	Iteration 95Q: 3 clusters Score -2.032669e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -20326750.000000 Penalty: 5916.385254
	Iteration 96Q: 3 clusters Score -2.032675e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -20326766.000000 Penalty: 5916.385254
	Iteration 97Q: 3 clusters Score -2.032677e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -20326800.000000 Penalty: 5916.385254
	Iteration 98Q: 3 clusters Score -2.03268e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -20326840.000000 Penalty: 5916.385254
	Iteration 99Q: 3 clusters Score -2.032684e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -20326828.000000 Penalty: 5916.385254
	Iteration 100F: 3 clusters Score -2.032683e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -20326834.000000 Penalty: 5916.385254
	Iteration 101Q: 3 clusters Score -2.032683e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -20326824.000000 Penalty: 5916.385254
	Iteration 102Q: 3 clusters Score -2.032682e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -20326834.000000 Penalty: 5916.385254
	Iteration 103Q: 3 clusters Score -2.032683e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -20326800.000000 Penalty: 5916.385254
	Iteration 104Q: 3 clusters Score -2.03268e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -20326758.000000 Penalty: 5916.385254
	Iteration 105Q: 3 clusters Score -2.032676e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144486 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -20326722.000000 Penalty: 5916.385254
	Iteration 106Q: 3 clusters Score -2.032672e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144593 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -20326722.000000 Penalty: 5916.385254
	Iteration 107Q: 3 clusters Score -2.032672e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144693 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -20326744.000000 Penalty: 5916.385254
	Iteration 108Q: 3 clusters Score -2.032674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -20326724.000000 Penalty: 5916.385254
	Iteration 109Q: 3 clusters Score -2.032672e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -20326738.000000 Penalty: 5916.385254
	Iteration 110Q: 3 clusters Score -2.032674e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -20326698.000000 Penalty: 5916.385254
	Iteration 111Q: 3 clusters Score -2.03267e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -20326702.000000 Penalty: 5916.385254
	Iteration 112Q: 3 clusters Score -2.03267e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -20326700.000000 Penalty: 5916.385254
	Iteration 113Q: 3 clusters Score -2.03267e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -20326688.000000 Penalty: 5916.385254
	Iteration 114Q: 3 clusters Score -2.032669e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -20326682.000000 Penalty: 5916.385254
	Iteration 115Q: 3 clusters Score -2.032668e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -20326674.000000 Penalty: 5916.385254
	Iteration 116Q: 3 clusters Score -2.032667e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -20326664.000000 Penalty: 5916.385254
	Iteration 117Q: 3 clusters Score -2.032666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -20326690.000000 Penalty: 5916.385254
	Iteration 118Q: 3 clusters Score -2.032669e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -20326654.000000 Penalty: 5916.385254
	Iteration 119Q: 3 clusters Score -2.032665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -20326670.000000 Penalty: 5916.385254
	Iteration 120F: 3 clusters Score -2.032667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -20326648.000000 Penalty: 5916.385254
	Iteration 121Q: 3 clusters Score -2.032665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145628 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -20326650.000000 Penalty: 5916.385254
	Iteration 122Q: 3 clusters Score -2.032665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -20326662.000000 Penalty: 5916.385254
	Iteration 123Q: 3 clusters Score -2.032666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -20326642.000000 Penalty: 5916.385254
	Iteration 124Q: 3 clusters Score -2.032664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -20326668.000000 Penalty: 5916.385254
	Iteration 125Q: 3 clusters Score -2.032667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -20326634.000000 Penalty: 5916.385254
	Iteration 126Q: 3 clusters Score -2.032663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -20326636.000000 Penalty: 5916.385254
	Iteration 127Q: 3 clusters Score -2.032664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145784 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -20326604.000000 Penalty: 5916.385254
	Iteration 128Q: 3 clusters Score -2.03266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145809 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -20326620.000000 Penalty: 5916.385254
	Iteration 129Q: 3 clusters Score -2.032662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -20326608.000000 Penalty: 5916.385254
	Iteration 130Q: 3 clusters Score -2.032661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -20326610.000000 Penalty: 5916.385254
	Iteration 131Q: 3 clusters Score -2.032661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -20326592.000000 Penalty: 5916.385254
	Iteration 132Q: 3 clusters Score -2.032659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145926 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -20326572.000000 Penalty: 5916.385254
	Iteration 133Q: 3 clusters Score -2.032657e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -20326580.000000 Penalty: 5916.385254
	Iteration 134Q: 3 clusters Score -2.032658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145992 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -20326560.000000 Penalty: 5916.385254
	Iteration 135Q: 3 clusters Score -2.032656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -20326560.000000 Penalty: 5916.385254
	Iteration 136Q: 3 clusters Score -2.032656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -20326558.000000 Penalty: 5916.385254
	Iteration 137Q: 3 clusters Score -2.032656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -20326574.000000 Penalty: 5916.385254
	Iteration 138Q: 3 clusters Score -2.032657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -20326544.000000 Penalty: 5916.385254
	Iteration 139Q: 3 clusters Score -2.032654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -20326524.000000 Penalty: 5916.385254
	Iteration 140F: 3 clusters Score -2.032652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -20326540.000000 Penalty: 5916.385254
	Iteration 141Q: 3 clusters Score -2.032654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -20326496.000000 Penalty: 5916.385254
	Iteration 142Q: 3 clusters Score -2.03265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146216 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -20326508.000000 Penalty: 5916.385254
	Iteration 143Q: 3 clusters Score -2.032651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -20326534.000000 Penalty: 5916.385254
	Iteration 144Q: 3 clusters Score -2.032653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146262 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -20326544.000000 Penalty: 5916.385254
	Iteration 145Q: 3 clusters Score -2.032654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -20326528.000000 Penalty: 5916.385254
	Iteration 146Q: 3 clusters Score -2.032653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -20326538.000000 Penalty: 5916.385254
	Iteration 147Q: 3 clusters Score -2.032654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -20326544.000000 Penalty: 5916.385254
	Iteration 148Q: 3 clusters Score -2.032654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146366 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -20326550.000000 Penalty: 5916.385254
	Iteration 149Q: 3 clusters Score -2.032655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -20326540.000000 Penalty: 5916.385254
	Iteration 150Q: 3 clusters Score -2.032654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146407 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -20326536.000000 Penalty: 5916.385254
	Iteration 151Q: 3 clusters Score -2.032654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -20326556.000000 Penalty: 5916.385254
	Iteration 152Q: 3 clusters Score -2.032656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -20326520.000000 Penalty: 5916.385254
	Iteration 153Q: 3 clusters Score -2.032652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146462 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -20326530.000000 Penalty: 5916.385254
	Iteration 154Q: 3 clusters Score -2.032653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146483 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -20326504.000000 Penalty: 5916.385254
	Iteration 155Q: 3 clusters Score -2.03265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -20326482.000000 Penalty: 5916.385254
	Iteration 156Q: 3 clusters Score -2.032648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20326486.000000 Penalty: 5916.385254
	Iteration 157Q: 3 clusters Score -2.032649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20326466.000000 Penalty: 5916.385254
	Iteration 158Q: 3 clusters Score -2.032647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146556 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -20326458.000000 Penalty: 5916.385254
	Iteration 159Q: 3 clusters Score -2.032646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -20326474.000000 Penalty: 5916.385254
	Iteration 160F: 3 clusters Score -2.032647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -20326462.000000 Penalty: 5916.385254
	Iteration 161Q: 3 clusters Score -2.032646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146618 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -20326460.000000 Penalty: 5916.385254
	Iteration 162Q: 3 clusters Score -2.032646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -20326472.000000 Penalty: 5916.385254
	Iteration 163Q: 3 clusters Score -2.032647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146648 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -20326480.000000 Penalty: 5916.385254
	Iteration 164Q: 3 clusters Score -2.032648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146661 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -20326484.000000 Penalty: 5916.385254
	Iteration 165Q: 3 clusters Score -2.032648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -20326464.000000 Penalty: 5916.385254
	Iteration 166Q: 3 clusters Score -2.032646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -20326474.000000 Penalty: 5916.385254
	Iteration 167Q: 3 clusters Score -2.032647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -20326468.000000 Penalty: 5916.385254
	Iteration 168Q: 3 clusters Score -2.032647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146675 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -20326470.000000 Penalty: 5916.385254
	Iteration 169Q: 3 clusters Score -2.032647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146680 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -20326470.000000 Penalty: 5916.385254
	Iteration 170Q: 3 clusters Score -2.032647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -20326458.000000 Penalty: 5916.385254
	Iteration 171Q: 3 clusters Score -2.032646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -20326462.000000 Penalty: 5916.385254
	Iteration 172Q: 3 clusters Score -2.032646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -20326464.000000 Penalty: 5916.385254
	Iteration 173Q: 3 clusters Score -2.032646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146691 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -20326458.000000 Penalty: 5916.385254
	Iteration 174Q: 3 clusters Score -2.032646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -20326460.000000 Penalty: 5916.385254
	Iteration 175Q: 3 clusters Score -2.032646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -20326442.000000 Penalty: 5916.385254
	Iteration 176Q: 3 clusters Score -2.032644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -20326436.000000 Penalty: 5916.385254
	Iteration 177Q: 3 clusters Score -2.032644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -20326422.000000 Penalty: 5916.385254
	Iteration 178Q: 3 clusters Score -2.032642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -20326438.000000 Penalty: 5916.385254
	Iteration 179Q: 3 clusters Score -2.032644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -20326438.000000 Penalty: 5916.385254
	Iteration 180F: 3 clusters Score -2.032644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116779.328125 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116779.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117063.054688 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117063.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117220.000000 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117312.312500 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -117312.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117414.023438 Penalty: 3388.113770
	Iteration 4F: 3 clusters Score -117414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117532.640625 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -117532.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -117726.429688 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -117726.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -118071.609375 Penalty: 3388.113770
	Iteration 7F: 3 clusters Score -118071.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -118229.429688 Penalty: 3388.113770
	Iteration 8F: 3 clusters Score -118229.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -118293.820312 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -118293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -118316.757812 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -118316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -118340.093750 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -118340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118349.343750 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -118349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -118352.765625 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -118352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -118352.765625 Penalty: 3388.113770
	Iteration 14F: 3 clusters Score -118352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -940447.437500 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940447.4 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -942028.312500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -942028.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -942338.000000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942338 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -942593.375000 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -942593.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -942851.875000 Penalty: 4403.181641
	Iteration 4F: 3 clusters Score -942851.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -943133.250000 Penalty: 4403.181641
	Iteration 5F: 3 clusters Score -943133.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -943382.687500 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -943382.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -943627.375000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -943627.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -943838.875000 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -943838.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -943991.250000 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -943991.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -944127.500000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -944127.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -944202.562500 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -944202.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -944241.625000 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -944241.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -944273.500000 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -944273.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -944308.312500 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -944308.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -944332.187500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -944332.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -944347.000000 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -944347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -944357.375000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -944357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -944362.875000 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -944362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -944367.187500 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -944367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -944369.312500 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -944369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -944373.875000 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -944373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -944378.187500 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -944378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -944381.125000 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -944381.937500 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -944382.687500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -944382.687500 Penalty: 4403.181641
	Iteration 26F: 3 clusters Score -944382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Entering Unmasked Estep 
Score: -14384865.000000 Penalty: 2890.239258
	Iteration 0F: 2 clusters Score -1.438486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -14307856.000000 Penalty: 5780.478516
	Iteration 0F: 3 clusters Score -1.430786e+07 nChanged 54553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -14339522.000000 Penalty: 5780.478516
	Iteration 1F: 3 clusters Score -1.433952e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -14340616.000000 Penalty: 5780.478516
	Iteration 2Q: 3 clusters Score -1.434062e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -14341906.000000 Penalty: 5780.478516
	Iteration 3Q: 3 clusters Score -1.434191e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -14343210.000000 Penalty: 5780.478516
	Iteration 4Q: 3 clusters Score -1.434321e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -14344932.000000 Penalty: 5780.478516
	Iteration 5Q: 3 clusters Score -1.434493e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -14347048.000000 Penalty: 5780.478516
	Iteration 6Q: 3 clusters Score -1.434705e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -14349836.000000 Penalty: 5780.478516
	Iteration 7Q: 3 clusters Score -1.434984e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -14353451.000000 Penalty: 5780.478516
	Iteration 8F: 3 clusters Score -1.435345e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -14357757.000000 Penalty: 5780.478516
	Iteration 9F: 3 clusters Score -1.435776e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -14362671.000000 Penalty: 5780.478516
	Iteration 10F: 3 clusters Score -1.436267e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -14367498.000000 Penalty: 5780.478516
	Iteration 11F: 3 clusters Score -1.43675e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -14371597.000000 Penalty: 5780.478516
	Iteration 12Q: 3 clusters Score -1.43716e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -14374793.000000 Penalty: 5780.478516
	Iteration 13Q: 3 clusters Score -1.437479e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -14377180.000000 Penalty: 5780.478516
	Iteration 14Q: 3 clusters Score -1.437718e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -14378838.000000 Penalty: 5780.478516
	Iteration 15Q: 3 clusters Score -1.437884e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -14380101.000000 Penalty: 5780.478516
	Iteration 16Q: 3 clusters Score -1.43801e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -14380973.000000 Penalty: 5780.478516
	Iteration 17Q: 3 clusters Score -1.438097e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -14381536.000000 Penalty: 5780.478516
	Iteration 18Q: 3 clusters Score -1.438154e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -14381884.000000 Penalty: 5780.478516
	Iteration 19Q: 3 clusters Score -1.438188e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -14382151.000000 Penalty: 5780.478516
	Iteration 20F: 3 clusters Score -1.438215e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -14382349.000000 Penalty: 5780.478516
	Iteration 21Q: 3 clusters Score -1.438235e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -14382530.000000 Penalty: 5780.478516
	Iteration 22Q: 3 clusters Score -1.438253e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -14382648.000000 Penalty: 5780.478516
	Iteration 23Q: 3 clusters Score -1.438265e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -14382793.000000 Penalty: 5780.478516
	Iteration 24Q: 3 clusters Score -1.438279e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -14382863.000000 Penalty: 5780.478516
	Iteration 25Q: 3 clusters Score -1.438286e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -14382918.000000 Penalty: 5780.478516
	Iteration 26Q: 3 clusters Score -1.438292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -14382976.000000 Penalty: 5780.478516
	Iteration 27Q: 3 clusters Score -1.438298e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -14383012.000000 Penalty: 5780.478516
	Iteration 28Q: 3 clusters Score -1.438301e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -14383031.000000 Penalty: 5780.478516
	Iteration 29Q: 3 clusters Score -1.438303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -14383053.000000 Penalty: 5780.478516
	Iteration 30Q: 3 clusters Score -1.438305e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -14383080.000000 Penalty: 5780.478516
	Iteration 31Q: 3 clusters Score -1.438308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -14383079.000000 Penalty: 5780.478516
	Iteration 32Q: 3 clusters Score -1.438308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -14383080.000000 Penalty: 5780.478516
	Iteration 33Q: 3 clusters Score -1.438308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -14383077.000000 Penalty: 5780.478516
	Iteration 34Q: 3 clusters Score -1.438308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -14383078.000000 Penalty: 5780.478516
	Iteration 35Q: 3 clusters Score -1.438308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -14383091.000000 Penalty: 5780.478516
	Iteration 36Q: 3 clusters Score -1.438309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -14383081.000000 Penalty: 5780.478516
	Iteration 37Q: 3 clusters Score -1.438308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -14383091.000000 Penalty: 5780.478516
	Iteration 38Q: 3 clusters Score -1.438309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -14383094.000000 Penalty: 5780.478516
	Iteration 39Q: 3 clusters Score -1.438309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -14383106.000000 Penalty: 5780.478516
	Iteration 40F: 3 clusters Score -1.438311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -14383109.000000 Penalty: 5780.478516
	Iteration 41Q: 3 clusters Score -1.438311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -14383118.000000 Penalty: 5780.478516
	Iteration 42Q: 3 clusters Score -1.438312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -14383122.000000 Penalty: 5780.478516
	Iteration 43Q: 3 clusters Score -1.438312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -14383115.000000 Penalty: 5780.478516
	Iteration 44Q: 3 clusters Score -1.438312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 113406 members 
Entering Unmasked Estep 
Score: -14383141.000000 Penalty: 5780.478516
	Iteration 45Q: 3 clusters Score -1.438314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -14383133.000000 Penalty: 5780.478516
	Iteration 46Q: 3 clusters Score -1.438313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -14383144.000000 Penalty: 5780.478516
	Iteration 47Q: 3 clusters Score -1.438314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -14383135.000000 Penalty: 5780.478516
	Iteration 48Q: 3 clusters Score -1.438314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -14383143.000000 Penalty: 5780.478516
	Iteration 49Q: 3 clusters Score -1.438314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -14383143.000000 Penalty: 5780.478516
	Iteration 50Q: 3 clusters Score -1.438314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -14383148.000000 Penalty: 5780.478516
	Iteration 51Q: 3 clusters Score -1.438315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -14383154.000000 Penalty: 5780.478516
	Iteration 52Q: 3 clusters Score -1.438315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -14383147.000000 Penalty: 5780.478516
	Iteration 53Q: 3 clusters Score -1.438315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -14383138.000000 Penalty: 5780.478516
	Iteration 54Q: 3 clusters Score -1.438314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -14383135.000000 Penalty: 5780.478516
	Iteration 55Q: 3 clusters Score -1.438314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -14383136.000000 Penalty: 5780.478516
	Iteration 56Q: 3 clusters Score -1.438314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -14383149.000000 Penalty: 5780.478516
	Iteration 57Q: 3 clusters Score -1.438315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -14383149.000000 Penalty: 5780.478516
	Iteration 58F: 3 clusters Score -1.438315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 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 281 members 
Entering Unmasked Estep 
Score: -61501.800781 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61501.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61675.871094 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61675.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61772.488281 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -61772.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61850.062500 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61850.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61899.039062 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61899.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61929.042969 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61929.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61932.351562 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61932.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61936.078125 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61936.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61939.636719 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61939.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61940.617188 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -61940.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61940.617188 Penalty: 3101.899170
	Iteration 10F: 3 clusters Score -61940.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -1347665.625000 Penalty: 2308.499268
	Iteration 0F: 2 clusters Score -1347666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1339418.125000 Penalty: 4616.998535
	Iteration 0F: 3 clusters Score -1339418 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1342469.375000 Penalty: 4616.998535
	Iteration 1F: 3 clusters Score -1342469 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1343474.750000 Penalty: 4616.998535
	Iteration 2F: 3 clusters Score -1343475 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1344528.625000 Penalty: 4616.998535
	Iteration 3F: 3 clusters Score -1344529 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1345519.750000 Penalty: 4616.998535
	Iteration 4F: 3 clusters Score -1345520 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1346257.000000 Penalty: 4616.998535
	Iteration 5F: 3 clusters Score -1346257 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1346799.375000 Penalty: 4616.998535
	Iteration 6F: 3 clusters Score -1346799 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1347055.500000 Penalty: 4616.998535
	Iteration 7Q: 3 clusters Score -1347056 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1347162.750000 Penalty: 4616.998535
	Iteration 8Q: 3 clusters Score -1347163 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1347217.750000 Penalty: 4616.998535
	Iteration 9Q: 3 clusters Score -1347218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1347234.500000 Penalty: 4616.998535
	Iteration 10Q: 3 clusters Score -1347234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1347255.750000 Penalty: 4616.998535
	Iteration 11Q: 3 clusters Score -1347256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1347269.000000 Penalty: 4616.998535
	Iteration 12Q: 3 clusters Score -1347269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1347276.375000 Penalty: 4616.998535
	Iteration 13Q: 3 clusters Score -1347276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1347279.000000 Penalty: 4616.998535
	Iteration 14Q: 3 clusters Score -1347279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1347290.125000 Penalty: 4616.998535
	Iteration 15Q: 3 clusters Score -1347290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1347298.875000 Penalty: 4616.998535
	Iteration 16Q: 3 clusters Score -1347299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1347297.125000 Penalty: 4616.998535
	Iteration 17Q: 3 clusters Score -1347297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1347298.250000 Penalty: 4616.998535
	Iteration 18Q: 3 clusters Score -1347298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1347299.000000 Penalty: 4616.998535
	Iteration 19Q: 3 clusters Score -1347299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1347300.250000 Penalty: 4616.998535
	Iteration 20F: 3 clusters Score -1347300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1347306.375000 Penalty: 4616.998535
	Iteration 21Q: 3 clusters Score -1347306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1347305.750000 Penalty: 4616.998535
	Iteration 22Q: 3 clusters Score -1347306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1347306.750000 Penalty: 4616.998535
	Iteration 23Q: 3 clusters Score -1347307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1347310.750000 Penalty: 4616.998535
	Iteration 24Q: 3 clusters Score -1347311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1347311.875000 Penalty: 4616.998535
	Iteration 25Q: 3 clusters Score -1347312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1347313.875000 Penalty: 4616.998535
	Iteration 26Q: 3 clusters Score -1347314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1347312.375000 Penalty: 4616.998535
	Iteration 27Q: 3 clusters Score -1347312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1347312.750000 Penalty: 4616.998535
	Iteration 28Q: 3 clusters Score -1347313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1347314.000000 Penalty: 4616.998535
	Iteration 29Q: 3 clusters Score -1347314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1347316.500000 Penalty: 4616.998535
	Iteration 30Q: 3 clusters Score -1347316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1347315.125000 Penalty: 4616.998535
	Iteration 31Q: 3 clusters Score -1347315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1347313.500000 Penalty: 4616.998535
	Iteration 32Q: 3 clusters Score -1347314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1347312.875000 Penalty: 4616.998535
	Iteration 33Q: 3 clusters Score -1347313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1347315.875000 Penalty: 4616.998535
	Iteration 34Q: 3 clusters Score -1347316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1347315.875000 Penalty: 4616.998535
	Iteration 35F: 3 clusters Score -1347316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Entering Unmasked Estep 
Score: -550077.750000 Penalty: 2095.171387
	Iteration 0F: 2 clusters Score -550077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -545808.000000 Penalty: 4190.342773
	Iteration 0F: 3 clusters Score -545808 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -546889.562500 Penalty: 4190.342773
	Iteration 1F: 3 clusters Score -546889.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -547269.250000 Penalty: 4190.342773
	Iteration 2F: 3 clusters Score -547269.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -547582.437500 Penalty: 4190.342773
	Iteration 3F: 3 clusters Score -547582.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -547822.437500 Penalty: 4190.342773
	Iteration 4F: 3 clusters Score -547822.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -548019.250000 Penalty: 4190.342773
	Iteration 5Q: 3 clusters Score -548019.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548149.562500 Penalty: 4190.342773
	Iteration 6Q: 3 clusters Score -548149.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -548231.562500 Penalty: 4190.342773
	Iteration 7Q: 3 clusters Score -548231.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -548306.187500 Penalty: 4190.342773
	Iteration 8Q: 3 clusters Score -548306.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -548357.500000 Penalty: 4190.342773
	Iteration 9Q: 3 clusters Score -548357.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -548405.437500 Penalty: 4190.342773
	Iteration 10Q: 3 clusters Score -548405.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -548430.625000 Penalty: 4190.342773
	Iteration 11Q: 3 clusters Score -548430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -548448.250000 Penalty: 4190.342773
	Iteration 12Q: 3 clusters Score -548448.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -548463.062500 Penalty: 4190.342773
	Iteration 13Q: 3 clusters Score -548463.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -548474.937500 Penalty: 4190.342773
	Iteration 14Q: 3 clusters Score -548474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -548487.437500 Penalty: 4190.342773
	Iteration 15Q: 3 clusters Score -548487.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -548499.562500 Penalty: 4190.342773
	Iteration 16Q: 3 clusters Score -548499.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548511.812500 Penalty: 4190.342773
	Iteration 17Q: 3 clusters Score -548511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -548523.750000 Penalty: 4190.342773
	Iteration 18Q: 3 clusters Score -548523.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -548530.000000 Penalty: 4190.342773
	Iteration 19Q: 3 clusters Score -548530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -548535.562500 Penalty: 4190.342773
	Iteration 20F: 3 clusters Score -548535.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -548543.312500 Penalty: 4190.342773
	Iteration 21Q: 3 clusters Score -548543.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -548549.312500 Penalty: 4190.342773
	Iteration 22Q: 3 clusters Score -548549.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -548557.500000 Penalty: 4190.342773
	Iteration 23Q: 3 clusters Score -548557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -548559.937500 Penalty: 4190.342773
	Iteration 24Q: 3 clusters Score -548559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -548561.625000 Penalty: 4190.342773
	Iteration 25Q: 3 clusters Score -548561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -548563.562500 Penalty: 4190.342773
	Iteration 26Q: 3 clusters Score -548563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -548564.375000 Penalty: 4190.342773
	Iteration 27Q: 3 clusters Score -548564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -548565.500000 Penalty: 4190.342773
	Iteration 28Q: 3 clusters Score -548565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -548565.500000 Penalty: 4190.342773
	Iteration 29F: 3 clusters Score -548565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18670 members 
Mstep: Class 4 contains 98324 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 116094 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 173264 members 
Mstep: Class 16 contains 131577 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 215319 members 
Mstep: Class 19 contains 37109 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114769 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 151478 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115173 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076592.000000 Penalty: 112337.296875
Iteration 439Q: 33 clusters Score -1.810766e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18672 members 
Mstep: Class 4 contains 98318 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 116001 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 173253 members 
Mstep: Class 16 contains 131578 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215321 members 
Mstep: Class 19 contains 37112 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114771 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 7323 members 
Mstep: Class 26 contains 151597 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115165 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076512.000000 Penalty: 112337.296875
Iteration 440F: 33 clusters Score -1.810765e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18674 members 
Mstep: Class 4 contains 98308 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 115907 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 14151 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40058 members 
Mstep: Class 15 contains 173230 members 
Mstep: Class 16 contains 131581 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215343 members 
Mstep: Class 19 contains 37113 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114772 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 151724 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115152 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076368.000000 Penalty: 112337.296875
Iteration 441Q: 33 clusters Score -1.810764e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18676 members 
Mstep: Class 4 contains 98295 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16035 members 
Mstep: Class 7 contains 115833 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40059 members 
Mstep: Class 15 contains 173210 members 
Mstep: Class 16 contains 131584 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215357 members 
Mstep: Class 19 contains 37111 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114771 members 
Mstep: Class 23 contains 18227 members 
Mstep: Class 24 contains 4304 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 151843 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115137 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076400.000000 Penalty: 112337.296875
Iteration 442Q: 33 clusters Score -1.810764e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18679 members 
Mstep: Class 4 contains 98289 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16035 members 
Mstep: Class 7 contains 115773 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40059 members 
Mstep: Class 15 contains 173172 members 
Mstep: Class 16 contains 131591 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215367 members 
Mstep: Class 19 contains 37110 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114768 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 7321 members 
Mstep: Class 26 contains 151969 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115112 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076240.000000 Penalty: 112337.296875
Iteration 443Q: 33 clusters Score -1.810762e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18678 members 
Mstep: Class 4 contains 98279 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 115705 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40062 members 
Mstep: Class 15 contains 173141 members 
Mstep: Class 16 contains 131596 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215379 members 
Mstep: Class 19 contains 37112 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 114765 members 
Mstep: Class 23 contains 18219 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152078 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115102 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076128.000000 Penalty: 112337.296875
Iteration 444Q: 33 clusters Score -1.810761e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18680 members 
Mstep: Class 4 contains 98263 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 115631 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 15 contains 173115 members 
Mstep: Class 16 contains 131597 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215386 members 
Mstep: Class 19 contains 37112 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114764 members 
Mstep: Class 23 contains 18218 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152201 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115090 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076000.000000 Penalty: 112337.296875
Iteration 445Q: 33 clusters Score -1.81076e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18683 members 
Mstep: Class 4 contains 98259 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 115552 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 15 contains 173085 members 
Mstep: Class 16 contains 131596 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215392 members 
Mstep: Class 19 contains 37114 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114766 members 
Mstep: Class 23 contains 18216 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7321 members 
Mstep: Class 26 contains 152325 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115071 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 446Q: 33 clusters Score -1.810761e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18687 members 
Mstep: Class 4 contains 98250 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 115464 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 173053 members 
Mstep: Class 16 contains 131592 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215395 members 
Mstep: Class 19 contains 37116 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114767 members 
Mstep: Class 23 contains 18215 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7321 members 
Mstep: Class 26 contains 152455 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115066 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11024 members 
Mstep: Class 32 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076096.000000 Penalty: 112337.296875
Iteration 447Q: 33 clusters Score -1.810761e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18691 members 
Mstep: Class 4 contains 98240 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 115377 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14155 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40059 members 
Mstep: Class 15 contains 173036 members 
Mstep: Class 16 contains 131585 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 215404 members 
Mstep: Class 19 contains 37117 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114766 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152574 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115054 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076064.000000 Penalty: 112337.296875
Iteration 448Q: 33 clusters Score -1.810761e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18698 members 
Mstep: Class 4 contains 98230 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 115346 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 173003 members 
Mstep: Class 16 contains 131583 members 
Mstep: Class 17 contains 28704 members 
Mstep: Class 18 contains 215406 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114765 members 
Mstep: Class 23 contains 18202 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152654 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115045 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076272.000000 Penalty: 112337.296875
Iteration 449Q: 33 clusters Score -1.810763e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18706 members 
Mstep: Class 4 contains 98227 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 115310 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40062 members 
Mstep: Class 15 contains 172983 members 
Mstep: Class 16 contains 131580 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215406 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114761 members 
Mstep: Class 23 contains 18193 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152719 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115034 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076048.000000 Penalty: 112337.296875
Iteration 450Q: 33 clusters Score -1.81076e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18712 members 
Mstep: Class 4 contains 98224 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 115297 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 172939 members 
Mstep: Class 16 contains 131579 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215416 members 
Mstep: Class 19 contains 37128 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114757 members 
Mstep: Class 23 contains 18176 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 152795 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115022 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 451Q: 33 clusters Score -1.810761e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 98210 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 115272 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40062 members 
Mstep: Class 15 contains 172910 members 
Mstep: Class 16 contains 131575 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215425 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114756 members 
Mstep: Class 23 contains 18163 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7319 members 
Mstep: Class 26 contains 152858 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115027 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076144.000000 Penalty: 112337.296875
Iteration 452Q: 33 clusters Score -1.810761e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18723 members 
Mstep: Class 4 contains 98200 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16041 members 
Mstep: Class 7 contains 115242 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172880 members 
Mstep: Class 16 contains 131570 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215438 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114756 members 
Mstep: Class 23 contains 18159 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7318 members 
Mstep: Class 26 contains 152917 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115027 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 453Q: 33 clusters Score -1.810761e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18729 members 
Mstep: Class 4 contains 98187 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 115217 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172862 members 
Mstep: Class 16 contains 131566 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215439 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114756 members 
Mstep: Class 23 contains 18155 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7317 members 
Mstep: Class 26 contains 152984 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115018 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076112.000000 Penalty: 112337.296875
Iteration 454Q: 33 clusters Score -1.810761e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18732 members 
Mstep: Class 4 contains 98173 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16043 members 
Mstep: Class 7 contains 115185 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14158 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172840 members 
Mstep: Class 16 contains 131559 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215447 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114757 members 
Mstep: Class 23 contains 18148 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7316 members 
Mstep: Class 26 contains 153044 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115017 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076144.000000 Penalty: 112337.296875
Iteration 455Q: 33 clusters Score -1.810761e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18733 members 
Mstep: Class 4 contains 98165 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16043 members 
Mstep: Class 7 contains 115159 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14159 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172817 members 
Mstep: Class 16 contains 131555 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215455 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 114757 members 
Mstep: Class 23 contains 18143 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 153114 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 115007 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076048.000000 Penalty: 112337.296875
Iteration 456Q: 33 clusters Score -1.81076e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18738 members 
Mstep: Class 4 contains 98151 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16043 members 
Mstep: Class 7 contains 115147 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14160 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172787 members 
Mstep: Class 16 contains 131556 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215462 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114758 members 
Mstep: Class 23 contains 18139 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7311 members 
Mstep: Class 26 contains 153181 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114991 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076144.000000 Penalty: 112337.296875
Iteration 457Q: 33 clusters Score -1.810761e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18740 members 
Mstep: Class 4 contains 98144 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16043 members 
Mstep: Class 7 contains 115150 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14161 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172759 members 
Mstep: Class 16 contains 131555 members 
Mstep: Class 17 contains 28693 members 
Mstep: Class 18 contains 215469 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114756 members 
Mstep: Class 23 contains 18131 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7310 members 
Mstep: Class 26 contains 153244 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114963 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076016.000000 Penalty: 112337.296875
Iteration 458Q: 33 clusters Score -1.81076e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 98133 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 115145 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 172745 members 
Mstep: Class 16 contains 131554 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215473 members 
Mstep: Class 19 contains 37135 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114755 members 
Mstep: Class 23 contains 18126 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7310 members 
Mstep: Class 26 contains 153296 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114941 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 459Q: 33 clusters Score -1.810761e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 98120 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16045 members 
Mstep: Class 7 contains 115156 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14163 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40065 members 
Mstep: Class 15 contains 172728 members 
Mstep: Class 16 contains 131555 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 215477 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114754 members 
Mstep: Class 23 contains 18126 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153343 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114913 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076144.000000 Penalty: 112337.296875
Iteration 460F: 33 clusters Score -1.810761e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 98111 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115129 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14164 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 15 contains 172717 members 
Mstep: Class 16 contains 131555 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215484 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114755 members 
Mstep: Class 23 contains 18124 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153391 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114901 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076032.000000 Penalty: 112337.296875
Iteration 461Q: 33 clusters Score -1.81076e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 98108 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115117 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14165 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 172707 members 
Mstep: Class 16 contains 131554 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215488 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114755 members 
Mstep: Class 23 contains 18124 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153435 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114881 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 462Q: 33 clusters Score -1.810761e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 4 contains 98101 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115102 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14166 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 172701 members 
Mstep: Class 16 contains 131555 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 215497 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114755 members 
Mstep: Class 23 contains 18124 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153476 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114860 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075936.000000 Penalty: 112337.296875
Iteration 463Q: 33 clusters Score -1.810759e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18747 members 
Mstep: Class 4 contains 98093 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115101 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14168 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 172691 members 
Mstep: Class 16 contains 131554 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 215499 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114754 members 
Mstep: Class 23 contains 18124 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153504 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114848 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076064.000000 Penalty: 112337.296875
Iteration 464Q: 33 clusters Score -1.810761e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18748 members 
Mstep: Class 4 contains 98085 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115099 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 172680 members 
Mstep: Class 16 contains 131553 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 215498 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114752 members 
Mstep: Class 23 contains 18123 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153532 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114842 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076128.000000 Penalty: 112337.296875
Iteration 465Q: 33 clusters Score -1.810761e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18748 members 
Mstep: Class 4 contains 98079 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115090 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 172673 members 
Mstep: Class 16 contains 131552 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 215490 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 114752 members 
Mstep: Class 23 contains 18120 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153572 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114836 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076016.000000 Penalty: 112337.296875
Iteration 466Q: 33 clusters Score -1.81076e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18750 members 
Mstep: Class 4 contains 98072 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115081 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 172668 members 
Mstep: Class 16 contains 131552 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 215489 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114751 members 
Mstep: Class 23 contains 18116 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153608 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114827 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075904.000000 Penalty: 112337.296875
Iteration 467Q: 33 clusters Score -1.810759e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18751 members 
Mstep: Class 4 contains 98071 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115072 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40059 members 
Mstep: Class 15 contains 172656 members 
Mstep: Class 16 contains 131552 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215490 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114752 members 
Mstep: Class 23 contains 18106 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153637 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114823 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075888.000000 Penalty: 112337.296875
Iteration 468Q: 33 clusters Score -1.810759e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 98070 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115079 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 172638 members 
Mstep: Class 16 contains 131551 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215493 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114751 members 
Mstep: Class 23 contains 18099 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153668 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114806 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075888.000000 Penalty: 112337.296875
Iteration 469Q: 33 clusters Score -1.810759e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 98064 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115082 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 172618 members 
Mstep: Class 16 contains 131549 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215496 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114751 members 
Mstep: Class 23 contains 18097 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153693 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114800 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11041 members 
Mstep: Class 32 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076016.000000 Penalty: 112337.296875
Iteration 470Q: 33 clusters Score -1.81076e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 98050 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115088 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 172605 members 
Mstep: Class 16 contains 131549 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 215491 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114753 members 
Mstep: Class 23 contains 18095 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153722 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114798 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075936.000000 Penalty: 112337.296875
Iteration 471Q: 33 clusters Score -1.810759e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18753 members 
Mstep: Class 4 contains 98044 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115089 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 172598 members 
Mstep: Class 16 contains 131547 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 215499 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114752 members 
Mstep: Class 23 contains 18096 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 153743 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114790 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075920.000000 Penalty: 112337.296875
Iteration 472Q: 33 clusters Score -1.810759e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18755 members 
Mstep: Class 4 contains 98034 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115102 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 172579 members 
Mstep: Class 16 contains 131543 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215499 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114746 members 
Mstep: Class 23 contains 18102 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 153760 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114783 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076128.000000 Penalty: 112337.296875
Iteration 473Q: 33 clusters Score -1.810761e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18756 members 
Mstep: Class 4 contains 98026 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 115099 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 172569 members 
Mstep: Class 16 contains 131542 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215502 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114741 members 
Mstep: Class 23 contains 18101 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7305 members 
Mstep: Class 26 contains 153778 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114784 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11039 members 
Mstep: Class 32 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076144.000000 Penalty: 112337.296875
Iteration 474Q: 33 clusters Score -1.810761e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18756 members 
Mstep: Class 4 contains 98021 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 115099 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40054 members 
Mstep: Class 15 contains 172558 members 
Mstep: Class 16 contains 131539 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215498 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114740 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153800 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114785 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076208.000000 Penalty: 112337.296875
Iteration 475Q: 33 clusters Score -1.810762e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18756 members 
Mstep: Class 4 contains 98018 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115096 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14174 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40054 members 
Mstep: Class 15 contains 172548 members 
Mstep: Class 16 contains 131538 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215493 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114738 members 
Mstep: Class 23 contains 18104 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153827 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114785 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076176.000000 Penalty: 112337.296875
Iteration 476Q: 33 clusters Score -1.810762e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 98017 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115102 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40054 members 
Mstep: Class 15 contains 172532 members 
Mstep: Class 16 contains 131537 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215489 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18101 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153845 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114790 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076160.000000 Penalty: 112337.296875
Iteration 477Q: 33 clusters Score -1.810762e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 98013 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 115100 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40054 members 
Mstep: Class 15 contains 172521 members 
Mstep: Class 16 contains 131531 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215489 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18099 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153866 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114793 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076096.000000 Penalty: 112337.296875
Iteration 478Q: 33 clusters Score -1.810761e+08 nChanged 76
Entering ConstructFrom: 
Score: -181076096.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Entering Unmasked Estep 
Score: -3514988.250000 Penalty: 2528.970703
	Iteration 0F: 2 clusters Score -3514988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3496376.250000 Penalty: 5057.941406
	Iteration 0F: 3 clusters Score -3496376 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3502888.750000 Penalty: 5057.941406
	Iteration 1F: 3 clusters Score -3502889 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3503461.250000 Penalty: 5057.941406
	Iteration 2F: 3 clusters Score -3503461 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3504209.750000 Penalty: 5057.941406
	Iteration 3F: 3 clusters Score -3504210 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3505494.750000 Penalty: 5057.941406
	Iteration 4F: 3 clusters Score -3505495 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3507309.250000 Penalty: 5057.941406
	Iteration 5F: 3 clusters Score -3507309 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3509406.000000 Penalty: 5057.941406
	Iteration 6F: 3 clusters Score -3509406 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3511340.750000 Penalty: 5057.941406
	Iteration 7F: 3 clusters Score -3511341 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3512758.500000 Penalty: 5057.941406
	Iteration 8F: 3 clusters Score -3512758 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3513664.000000 Penalty: 5057.941406
	Iteration 9Q: 3 clusters Score -3513664 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3514152.500000 Penalty: 5057.941406
	Iteration 10Q: 3 clusters Score -3514152 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3514513.250000 Penalty: 5057.941406
	Iteration 11Q: 3 clusters Score -3514513 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3514844.750000 Penalty: 5057.941406
	Iteration 12Q: 3 clusters Score -3514845 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3515148.000000 Penalty: 5057.941406
	Iteration 13Q: 3 clusters Score -3515148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3515250.000000 Penalty: 5057.941406
	Iteration 14Q: 3 clusters Score -3515250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3515289.500000 Penalty: 5057.941406
	Iteration 15Q: 3 clusters Score -3515290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3515324.000000 Penalty: 5057.941406
	Iteration 16Q: 3 clusters Score -3515324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3515342.000000 Penalty: 5057.941406
	Iteration 17Q: 3 clusters Score -3515342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3515349.750000 Penalty: 5057.941406
	Iteration 18Q: 3 clusters Score -3515350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3515361.750000 Penalty: 5057.941406
	Iteration 19Q: 3 clusters Score -3515362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3515366.500000 Penalty: 5057.941406
	Iteration 20F: 3 clusters Score -3515366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3515381.750000 Penalty: 5057.941406
	Iteration 21Q: 3 clusters Score -3515382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3515392.250000 Penalty: 5057.941406
	Iteration 22Q: 3 clusters Score -3515392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3515398.500000 Penalty: 5057.941406
	Iteration 23Q: 3 clusters Score -3515398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3515403.750000 Penalty: 5057.941406
	Iteration 24Q: 3 clusters Score -3515404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3515414.000000 Penalty: 5057.941406
	Iteration 25Q: 3 clusters Score -3515414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3515423.250000 Penalty: 5057.941406
	Iteration 26Q: 3 clusters Score -3515423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3515426.750000 Penalty: 5057.941406
	Iteration 27Q: 3 clusters Score -3515427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3515434.000000 Penalty: 5057.941406
	Iteration 28Q: 3 clusters Score -3515434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3515431.500000 Penalty: 5057.941406
	Iteration 29Q: 3 clusters Score -3515432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3515429.250000 Penalty: 5057.941406
	Iteration 30Q: 3 clusters Score -3515429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3515432.000000 Penalty: 5057.941406
	Iteration 31Q: 3 clusters Score -3515432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3515438.750000 Penalty: 5057.941406
	Iteration 32Q: 3 clusters Score -3515439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3515441.250000 Penalty: 5057.941406
	Iteration 33Q: 3 clusters Score -3515441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3515440.500000 Penalty: 5057.941406
	Iteration 34Q: 3 clusters Score -3515440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3515444.000000 Penalty: 5057.941406
	Iteration 35Q: 3 clusters Score -3515444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3515442.500000 Penalty: 5057.941406
	Iteration 36Q: 3 clusters Score -3515442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3515441.500000 Penalty: 5057.941406
	Iteration 37Q: 3 clusters Score -3515442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3515446.500000 Penalty: 5057.941406
	Iteration 38Q: 3 clusters Score -3515446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3515451.000000 Penalty: 5057.941406
	Iteration 39Q: 3 clusters Score -3515451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3515450.000000 Penalty: 5057.941406
	Iteration 40F: 3 clusters Score -3515450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3515450.000000 Penalty: 5057.941406
	Iteration 41Q: 3 clusters Score -3515450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3515448.750000 Penalty: 5057.941406
	Iteration 42Q: 3 clusters Score -3515449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3515448.750000 Penalty: 5057.941406
	Iteration 43F: 3 clusters Score -3515449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 98006 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115091 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40053 members 
Mstep: Class 15 contains 172516 members 
Mstep: Class 16 contains 131528 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215491 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18096 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153882 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114805 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4687 members 
Mstep: Class 33 contains 25118 members 
Entering Unmasked Estep 
Score: -181075744.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181076096.000000 to -181075744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1800699.875000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1800700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1790546.625000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1790547 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1793737.500000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1793738 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1794219.125000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1794219 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1794716.375000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1794716 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1795823 nChanged 857
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Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1796494 nChanged 885
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Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1797294 nChanged 826
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1798124 nChanged 741
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Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1799292 nChanged 404
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Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1799594 nChanged 275
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Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1799733 nChanged 160
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1799789 nChanged 116
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1799814 nChanged 78
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1799829 nChanged 57
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Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1799846 nChanged 58
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1799861 nChanged 59
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Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1799876 nChanged 48
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1799887 nChanged 32
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Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1799893 nChanged 26
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1799894 nChanged 19
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1799901 nChanged 25
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1799900 nChanged 31
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Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1799909 nChanged 23
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Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1799910 nChanged 27
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Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1799914 nChanged 14
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1799914 nChanged 13
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Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1799917 nChanged 10
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Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1799924 nChanged 15
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1799926 nChanged 9
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Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1799927 nChanged 7
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Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1799924 nChanged 10
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Mstep: Class 1 contains 4792 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1799925 nChanged 11
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1799929 nChanged 11
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9079 members 
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	Iteration 35Q: 3 clusters Score -1799930 nChanged 15
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Mstep: Class 1 contains 4807 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1799928 nChanged 11
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Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9069 members 
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	Iteration 37Q: 3 clusters Score -1799931 nChanged 17
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Mstep: Class 1 contains 4829 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1799936 nChanged 23
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Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1799946 nChanged 24
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Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1799946 nChanged 18
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Mstep: Class 1 contains 4882 members 
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	Iteration 41Q: 3 clusters Score -1799952 nChanged 24
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Mstep: Class 1 contains 4900 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1799954 nChanged 27
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Mstep: Class 1 contains 4923 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1799968 nChanged 29
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Mstep: Class 1 contains 4948 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1799970 nChanged 28
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Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1799976 nChanged 27
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8880 members 
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	Iteration 46Q: 3 clusters Score -1799981 nChanged 22
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Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1799981 nChanged 24
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1799989 nChanged 26
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8814 members 
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	Iteration 49Q: 3 clusters Score -1799995 nChanged 37
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Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1799996 nChanged 37
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Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1800011 nChanged 58
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Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1800031 nChanged 56
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1800054 nChanged 63
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Mstep: Class 1 contains 5288 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1800077 nChanged 56
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Mstep: Class 1 contains 5336 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1800103 nChanged 61
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Mstep: Class 1 contains 5393 members 
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	Iteration 56Q: 3 clusters Score -1800134 nChanged 74
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1800169 nChanged 98
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Mstep: Class 1 contains 5543 members 
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	Iteration 58Q: 3 clusters Score -1800225 nChanged 97
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Mstep: Class 1 contains 5626 members 
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	Iteration 59Q: 3 clusters Score -1800266 nChanged 87
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Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1800289 nChanged 85
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Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1800333 nChanged 78
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Mstep: Class 1 contains 5830 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1800364 nChanged 76
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Mstep: Class 1 contains 5896 members 
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	Iteration 63Q: 3 clusters Score -1800384 nChanged 59
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Mstep: Class 1 contains 5953 members 
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	Iteration 64Q: 3 clusters Score -1800402 nChanged 53
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Mstep: Class 1 contains 6006 members 
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	Iteration 65Q: 3 clusters Score -1800415 nChanged 48
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Mstep: Class 1 contains 6054 members 
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	Iteration 66Q: 3 clusters Score -1800428 nChanged 41
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Mstep: Class 1 contains 6095 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1800439 nChanged 44
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Mstep: Class 1 contains 6139 members 
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	Iteration 68Q: 3 clusters Score -1800454 nChanged 36
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Mstep: Class 1 contains 6175 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1800460 nChanged 27
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Mstep: Class 1 contains 6202 members 
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	Iteration 70Q: 3 clusters Score -1800472 nChanged 17
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	Iteration 71Q: 3 clusters Score -1800473 nChanged 12
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Mstep: Class 1 contains 6231 members 
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	Iteration 72Q: 3 clusters Score -1800474 nChanged 14
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Mstep: Class 1 contains 6245 members 
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	Iteration 73Q: 3 clusters Score -1800475 nChanged 9
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Mstep: Class 1 contains 6254 members 
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	Iteration 74Q: 3 clusters Score -1800478 nChanged 6
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Mstep: Class 1 contains 6260 members 
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	Iteration 75Q: 3 clusters Score -1800476 nChanged 3
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Mstep: Class 1 contains 6263 members 
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	Iteration 76Q: 3 clusters Score -1800478 nChanged 1
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	Iteration 77Q: 3 clusters Score -1800480 nChanged 2
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Mstep: Class 1 contains 6266 members 
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	Iteration 78Q: 3 clusters Score -1800480 nChanged 4
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Mstep: Class 1 contains 6270 members 
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	Iteration 79Q: 3 clusters Score -1800480 nChanged 2
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Mstep: Class 1 contains 6272 members 
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	Iteration 80F: 3 clusters Score -1800480 nChanged 3
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Mstep: Class 1 contains 6275 members 
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	Iteration 81Q: 3 clusters Score -1800479 nChanged 3
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Mstep: Class 1 contains 6278 members 
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	Iteration 82Q: 3 clusters Score -1800480 nChanged 6
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Mstep: Class 1 contains 6284 members 
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	Iteration 83Q: 3 clusters Score -1800481 nChanged 10
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	Iteration 84Q: 3 clusters Score -1800481 nChanged 17
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Mstep: Class 1 contains 6309 members 
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	Iteration 85Q: 3 clusters Score -1800481 nChanged 13
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Mstep: Class 1 contains 6322 members 
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	Iteration 86Q: 3 clusters Score -1800488 nChanged 18
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Mstep: Class 1 contains 6340 members 
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	Iteration 87Q: 3 clusters Score -1800489 nChanged 18
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	Iteration 88Q: 3 clusters Score -1800490 nChanged 19
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	Iteration 89Q: 3 clusters Score -1800494 nChanged 22
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	Iteration 90Q: 3 clusters Score -1800500 nChanged 13
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Mstep: Class 1 contains 6408 members 
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	Iteration 91Q: 3 clusters Score -1800497 nChanged 9
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Mstep: Class 1 contains 6417 members 
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	Iteration 92Q: 3 clusters Score -1800500 nChanged 9
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7457 members 
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	Iteration 93Q: 3 clusters Score -1800503 nChanged 12
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	Iteration 94Q: 3 clusters Score -1800508 nChanged 15
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	Iteration 95Q: 3 clusters Score -1800508 nChanged 15
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	Iteration 96Q: 3 clusters Score -1800509 nChanged 10
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	Iteration 97Q: 3 clusters Score -1800514 nChanged 8
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	Iteration 98Q: 3 clusters Score -1800514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1800515.250000 Penalty: 4731.056641
	Iteration 99Q: 3 clusters Score -1800515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1800514.125000 Penalty: 4731.056641
	Iteration 100F: 3 clusters Score -1800514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1800514.750000 Penalty: 4731.056641
	Iteration 101Q: 3 clusters Score -1800515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1800516.875000 Penalty: 4731.056641
	Iteration 102Q: 3 clusters Score -1800517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1800518.125000 Penalty: 4731.056641
	Iteration 103Q: 3 clusters Score -1800518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1800522.375000 Penalty: 4731.056641
	Iteration 104Q: 3 clusters Score -1800522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1800521.250000 Penalty: 4731.056641
	Iteration 105Q: 3 clusters Score -1800521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1800521.500000 Penalty: 4731.056641
	Iteration 106Q: 3 clusters Score -1800522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1800520.750000 Penalty: 4731.056641
	Iteration 107Q: 3 clusters Score -1800521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1800523.250000 Penalty: 4731.056641
	Iteration 108Q: 3 clusters Score -1800523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1800523.125000 Penalty: 4731.056641
	Iteration 109Q: 3 clusters Score -1800523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1800523.125000 Penalty: 4731.056641
	Iteration 110F: 3 clusters Score -1800523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Entering Unmasked Estep 
Score: -2446902.750000 Penalty: 2440.165039
	Iteration 0F: 2 clusters Score -2446903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2433538.000000 Penalty: 4880.330078
	Iteration 0F: 3 clusters Score -2433538 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2437860.500000 Penalty: 4880.330078
	Iteration 1F: 3 clusters Score -2437860 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2438191.000000 Penalty: 4880.330078
	Iteration 2F: 3 clusters Score -2438191 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2438446.500000 Penalty: 4880.330078
	Iteration 3Q: 3 clusters Score -2438446 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2438713.750000 Penalty: 4880.330078
	Iteration 4Q: 3 clusters Score -2438714 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2438986.750000 Penalty: 4880.330078
	Iteration 5Q: 3 clusters Score -2438987 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2439303.000000 Penalty: 4880.330078
	Iteration 6Q: 3 clusters Score -2439303 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2439839.750000 Penalty: 4880.330078
	Iteration 7Q: 3 clusters Score -2439840 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2440719.500000 Penalty: 4880.330078
	Iteration 8F: 3 clusters Score -2440720 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2442034.250000 Penalty: 4880.330078
	Iteration 9F: 3 clusters Score -2442034 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2443568.500000 Penalty: 4880.330078
	Iteration 10F: 3 clusters Score -2443568 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2444889.500000 Penalty: 4880.330078
	Iteration 11F: 3 clusters Score -2444890 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2445672.250000 Penalty: 4880.330078
	Iteration 12Q: 3 clusters Score -2445672 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2446004.250000 Penalty: 4880.330078
	Iteration 13Q: 3 clusters Score -2446004 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2446116.750000 Penalty: 4880.330078
	Iteration 14Q: 3 clusters Score -2446117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2446176.500000 Penalty: 4880.330078
	Iteration 15Q: 3 clusters Score -2446176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2446200.750000 Penalty: 4880.330078
	Iteration 16Q: 3 clusters Score -2446201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2446216.250000 Penalty: 4880.330078
	Iteration 17Q: 3 clusters Score -2446216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2446220.000000 Penalty: 4880.330078
	Iteration 18Q: 3 clusters Score -2446220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2446221.750000 Penalty: 4880.330078
	Iteration 19Q: 3 clusters Score -2446222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2446222.750000 Penalty: 4880.330078
	Iteration 20F: 3 clusters Score -2446223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2446218.250000 Penalty: 4880.330078
	Iteration 21Q: 3 clusters Score -2446218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2446217.500000 Penalty: 4880.330078
	Iteration 22Q: 3 clusters Score -2446218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2446218.750000 Penalty: 4880.330078
	Iteration 23Q: 3 clusters Score -2446219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2446215.250000 Penalty: 4880.330078
	Iteration 24Q: 3 clusters Score -2446215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2446216.000000 Penalty: 4880.330078
	Iteration 25Q: 3 clusters Score -2446216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2446215.750000 Penalty: 4880.330078
	Iteration 26Q: 3 clusters Score -2446216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2446219.000000 Penalty: 4880.330078
	Iteration 27Q: 3 clusters Score -2446219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2446220.500000 Penalty: 4880.330078
	Iteration 28Q: 3 clusters Score -2446220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2446222.750000 Penalty: 4880.330078
	Iteration 29Q: 3 clusters Score -2446223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2446225.250000 Penalty: 4880.330078
	Iteration 30Q: 3 clusters Score -2446225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2446221.000000 Penalty: 4880.330078
	Iteration 31Q: 3 clusters Score -2446221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2446227.500000 Penalty: 4880.330078
	Iteration 32Q: 3 clusters Score -2446228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2446227.000000 Penalty: 4880.330078
	Iteration 33Q: 3 clusters Score -2446227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2446229.500000 Penalty: 4880.330078
	Iteration 34Q: 3 clusters Score -2446230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2446232.250000 Penalty: 4880.330078
	Iteration 35Q: 3 clusters Score -2446232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2446232.500000 Penalty: 4880.330078
	Iteration 36Q: 3 clusters Score -2446232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2446234.500000 Penalty: 4880.330078
	Iteration 37Q: 3 clusters Score -2446234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2446233.750000 Penalty: 4880.330078
	Iteration 38Q: 3 clusters Score -2446234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2446233.250000 Penalty: 4880.330078
	Iteration 39Q: 3 clusters Score -2446233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2446238.500000 Penalty: 4880.330078
	Iteration 40F: 3 clusters Score -2446238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2446237.750000 Penalty: 4880.330078
	Iteration 41Q: 3 clusters Score -2446238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2446237.750000 Penalty: 4880.330078
	Iteration 42Q: 3 clusters Score -2446238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2446237.750000 Penalty: 4880.330078
	Iteration 43F: 3 clusters Score -2446238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (98006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Entering Unmasked Estep 
Score: -12907286.000000 Penalty: 2850.210205
	Iteration 0F: 2 clusters Score -1.290729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -12841836.000000 Penalty: 5700.420410
	Iteration 0F: 3 clusters Score -1.284184e+07 nChanged 46362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -12868264.000000 Penalty: 5700.420410
	Iteration 1F: 3 clusters Score -1.286826e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -12869315.000000 Penalty: 5700.420410
	Iteration 2Q: 3 clusters Score -1.286932e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -12871074.000000 Penalty: 5700.420410
	Iteration 3Q: 3 clusters Score -1.287107e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -12874504.000000 Penalty: 5700.420410
	Iteration 4F: 3 clusters Score -1.28745e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -12880372.000000 Penalty: 5700.420410
	Iteration 5F: 3 clusters Score -1.288037e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -12888159.000000 Penalty: 5700.420410
	Iteration 6F: 3 clusters Score -1.288816e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -12895578.000000 Penalty: 5700.420410
	Iteration 7F: 3 clusters Score -1.289558e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -12900469.000000 Penalty: 5700.420410
	Iteration 8F: 3 clusters Score -1.290047e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -12902915.000000 Penalty: 5700.420410
	Iteration 9Q: 3 clusters Score -1.290292e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12903957.000000 Penalty: 5700.420410
	Iteration 10Q: 3 clusters Score -1.290396e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12904424.000000 Penalty: 5700.420410
	Iteration 11Q: 3 clusters Score -1.290442e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12904631.000000 Penalty: 5700.420410
	Iteration 12Q: 3 clusters Score -1.290463e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12904825.000000 Penalty: 5700.420410
	Iteration 13Q: 3 clusters Score -1.290482e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12904904.000000 Penalty: 5700.420410
	Iteration 14Q: 3 clusters Score -1.29049e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12904958.000000 Penalty: 5700.420410
	Iteration 15Q: 3 clusters Score -1.290496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12905010.000000 Penalty: 5700.420410
	Iteration 16Q: 3 clusters Score -1.290501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12905011.000000 Penalty: 5700.420410
	Iteration 17Q: 3 clusters Score -1.290501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12905020.000000 Penalty: 5700.420410
	Iteration 18Q: 3 clusters Score -1.290502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12905041.000000 Penalty: 5700.420410
	Iteration 19Q: 3 clusters Score -1.290504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12905036.000000 Penalty: 5700.420410
	Iteration 20F: 3 clusters Score -1.290504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12905084.000000 Penalty: 5700.420410
	Iteration 21Q: 3 clusters Score -1.290508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12905095.000000 Penalty: 5700.420410
	Iteration 22Q: 3 clusters Score -1.29051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12905109.000000 Penalty: 5700.420410
	Iteration 23Q: 3 clusters Score -1.290511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12905125.000000 Penalty: 5700.420410
	Iteration 24Q: 3 clusters Score -1.290512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12905143.000000 Penalty: 5700.420410
	Iteration 25Q: 3 clusters Score -1.290514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12905133.000000 Penalty: 5700.420410
	Iteration 26Q: 3 clusters Score -1.290513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12905136.000000 Penalty: 5700.420410
	Iteration 27Q: 3 clusters Score -1.290514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12905126.000000 Penalty: 5700.420410
	Iteration 28Q: 3 clusters Score -1.290513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12905143.000000 Penalty: 5700.420410
	Iteration 29Q: 3 clusters Score -1.290514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12905132.000000 Penalty: 5700.420410
	Iteration 30Q: 3 clusters Score -1.290513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12905131.000000 Penalty: 5700.420410
	Iteration 31Q: 3 clusters Score -1.290513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12905135.000000 Penalty: 5700.420410
	Iteration 32Q: 3 clusters Score -1.290514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12905146.000000 Penalty: 5700.420410
	Iteration 33Q: 3 clusters Score -1.290515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12905141.000000 Penalty: 5700.420410
	Iteration 34Q: 3 clusters Score -1.290514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12905146.000000 Penalty: 5700.420410
	Iteration 35Q: 3 clusters Score -1.290515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12905142.000000 Penalty: 5700.420410
	Iteration 36Q: 3 clusters Score -1.290514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12905140.000000 Penalty: 5700.420410
	Iteration 37Q: 3 clusters Score -1.290514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12905140.000000 Penalty: 5700.420410
	Iteration 38F: 3 clusters Score -1.290514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -102459.781250 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -102459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100756.515625 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -100756.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101031.351562 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -101031.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101120.898438 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -101120.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101169.742188 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -101169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101201.562500 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -101201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101220.265625 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -101220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -101229.656250 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -101229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101243.726562 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -101243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101253.335938 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -101253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101266.398438 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -101266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -101272.781250 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -101272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -101288.656250 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -101288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101297.843750 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -101297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -101309.804688 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -101309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101318.546875 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -101318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -101331.382812 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -101331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101342.375000 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -101342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101345.796875 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -101345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101352.382812 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -101352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101367.156250 Penalty: 3320.502686
	Iteration 19Q: 3 clusters Score -101367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101377.281250 Penalty: 3320.502686
	Iteration 20F: 3 clusters Score -101377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101401.179688 Penalty: 3320.502686
	Iteration 21Q: 3 clusters Score -101401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101434.828125 Penalty: 3320.502686
	Iteration 22Q: 3 clusters Score -101434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -101464.304688 Penalty: 3320.502686
	Iteration 23Q: 3 clusters Score -101464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101489.398438 Penalty: 3320.502686
	Iteration 24Q: 3 clusters Score -101489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -101499.375000 Penalty: 3320.502686
	Iteration 25Q: 3 clusters Score -101499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -101509.046875 Penalty: 3320.502686
	Iteration 26Q: 3 clusters Score -101509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101527.359375 Penalty: 3320.502686
	Iteration 27Q: 3 clusters Score -101527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101543.531250 Penalty: 3320.502686
	Iteration 28Q: 3 clusters Score -101543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101557.179688 Penalty: 3320.502686
	Iteration 29Q: 3 clusters Score -101557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101566.453125 Penalty: 3320.502686
	Iteration 30Q: 3 clusters Score -101566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101570.640625 Penalty: 3320.502686
	Iteration 31Q: 3 clusters Score -101570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101570.640625 Penalty: 3320.502686
	Iteration 32F: 3 clusters Score -101570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Entering Unmasked Estep 
Score: -2100186.750000 Penalty: 2401.483643
	Iteration 0F: 2 clusters Score -2100187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2088665.375000 Penalty: 4802.967285
	Iteration 0F: 3 clusters Score -2088665 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2092592.500000 Penalty: 4802.967285
	Iteration 1F: 3 clusters Score -2092592 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2093117.625000 Penalty: 4802.967285
	Iteration 2F: 3 clusters Score -2093118 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2093773.625000 Penalty: 4802.967285
	Iteration 3F: 3 clusters Score -2093774 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2094581.000000 Penalty: 4802.967285
	Iteration 4F: 3 clusters Score -2094581 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2095498.875000 Penalty: 4802.967285
	Iteration 5F: 3 clusters Score -2095499 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2096340.750000 Penalty: 4802.967285
	Iteration 6F: 3 clusters Score -2096341 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2096929.250000 Penalty: 4802.967285
	Iteration 7F: 3 clusters Score -2096929 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2097282.250000 Penalty: 4802.967285
	Iteration 8Q: 3 clusters Score -2097282 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2097553.750000 Penalty: 4802.967285
	Iteration 9Q: 3 clusters Score -2097554 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2097782.250000 Penalty: 4802.967285
	Iteration 10Q: 3 clusters Score -2097782 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2097961.000000 Penalty: 4802.967285
	Iteration 11Q: 3 clusters Score -2097961 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2098122.250000 Penalty: 4802.967285
	Iteration 12Q: 3 clusters Score -2098122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2098264.000000 Penalty: 4802.967285
	Iteration 13Q: 3 clusters Score -2098264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2098379.000000 Penalty: 4802.967285
	Iteration 14Q: 3 clusters Score -2098379 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2098460.000000 Penalty: 4802.967285
	Iteration 15Q: 3 clusters Score -2098460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2098534.500000 Penalty: 4802.967285
	Iteration 16Q: 3 clusters Score -2098534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2098597.250000 Penalty: 4802.967285
	Iteration 17Q: 3 clusters Score -2098597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2098644.500000 Penalty: 4802.967285
	Iteration 18Q: 3 clusters Score -2098644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2098679.000000 Penalty: 4802.967285
	Iteration 19Q: 3 clusters Score -2098679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2098708.750000 Penalty: 4802.967285
	Iteration 20F: 3 clusters Score -2098709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2098725.500000 Penalty: 4802.967285
	Iteration 21Q: 3 clusters Score -2098726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2098743.000000 Penalty: 4802.967285
	Iteration 22Q: 3 clusters Score -2098743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2098759.750000 Penalty: 4802.967285
	Iteration 23Q: 3 clusters Score -2098760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2098774.250000 Penalty: 4802.967285
	Iteration 24Q: 3 clusters Score -2098774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2098779.500000 Penalty: 4802.967285
	Iteration 25Q: 3 clusters Score -2098780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2098788.500000 Penalty: 4802.967285
	Iteration 26Q: 3 clusters Score -2098788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2098790.500000 Penalty: 4802.967285
	Iteration 27Q: 3 clusters Score -2098790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2098789.000000 Penalty: 4802.967285
	Iteration 28Q: 3 clusters Score -2098789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2098794.750000 Penalty: 4802.967285
	Iteration 29Q: 3 clusters Score -2098795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2098790.750000 Penalty: 4802.967285
	Iteration 30Q: 3 clusters Score -2098791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2098792.000000 Penalty: 4802.967285
	Iteration 31Q: 3 clusters Score -2098792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2098792.000000 Penalty: 4802.967285
	Iteration 32Q: 3 clusters Score -2098792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2098798.000000 Penalty: 4802.967285
	Iteration 33Q: 3 clusters Score -2098798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2098799.750000 Penalty: 4802.967285
	Iteration 34Q: 3 clusters Score -2098800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2098797.500000 Penalty: 4802.967285
	Iteration 35Q: 3 clusters Score -2098798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2098797.500000 Penalty: 4802.967285
	Iteration 36F: 3 clusters Score -2098798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (115091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Entering Unmasked Estep 
Score: -15499854.000000 Penalty: 2890.062744
	Iteration 0F: 2 clusters Score -1.549985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -15423795.000000 Penalty: 5780.125488
	Iteration 0F: 3 clusters Score -1.54238e+07 nChanged 54422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -15454504.000000 Penalty: 5780.125488
	Iteration 1F: 3 clusters Score -1.54545e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -15455009.000000 Penalty: 5780.125488
	Iteration 2Q: 3 clusters Score -1.545501e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -15455667.000000 Penalty: 5780.125488
	Iteration 3Q: 3 clusters Score -1.545567e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -15456293.000000 Penalty: 5780.125488
	Iteration 4Q: 3 clusters Score -1.545629e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -15456847.000000 Penalty: 5780.125488
	Iteration 5Q: 3 clusters Score -1.545685e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -15457315.000000 Penalty: 5780.125488
	Iteration 6Q: 3 clusters Score -1.545732e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -15457929.000000 Penalty: 5780.125488
	Iteration 7Q: 3 clusters Score -1.545793e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -15458373.000000 Penalty: 5780.125488
	Iteration 8Q: 3 clusters Score -1.545837e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -15459124.000000 Penalty: 5780.125488
	Iteration 9Q: 3 clusters Score -1.545912e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -15460014.000000 Penalty: 5780.125488
	Iteration 10Q: 3 clusters Score -1.546001e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -15461088.000000 Penalty: 5780.125488
	Iteration 11Q: 3 clusters Score -1.546109e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -15462779.000000 Penalty: 5780.125488
	Iteration 12Q: 3 clusters Score -1.546278e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -15465116.000000 Penalty: 5780.125488
	Iteration 13Q: 3 clusters Score -1.546512e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -15468497.000000 Penalty: 5780.125488
	Iteration 14F: 3 clusters Score -1.54685e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -15473368.000000 Penalty: 5780.125488
	Iteration 15F: 3 clusters Score -1.547337e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -15479614.000000 Penalty: 5780.125488
	Iteration 16F: 3 clusters Score -1.547961e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -15485394.000000 Penalty: 5780.125488
	Iteration 17Q: 3 clusters Score -1.548539e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -15489636.000000 Penalty: 5780.125488
	Iteration 18Q: 3 clusters Score -1.548964e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -15491936.000000 Penalty: 5780.125488
	Iteration 19Q: 3 clusters Score -1.549194e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -15493049.000000 Penalty: 5780.125488
	Iteration 20F: 3 clusters Score -1.549305e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -15493774.000000 Penalty: 5780.125488
	Iteration 21Q: 3 clusters Score -1.549377e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -15494330.000000 Penalty: 5780.125488
	Iteration 22Q: 3 clusters Score -1.549433e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -15494738.000000 Penalty: 5780.125488
	Iteration 23Q: 3 clusters Score -1.549474e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -15495085.000000 Penalty: 5780.125488
	Iteration 24Q: 3 clusters Score -1.549508e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -15495424.000000 Penalty: 5780.125488
	Iteration 25Q: 3 clusters Score -1.549542e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -15495650.000000 Penalty: 5780.125488
	Iteration 26Q: 3 clusters Score -1.549565e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -15495916.000000 Penalty: 5780.125488
	Iteration 27Q: 3 clusters Score -1.549592e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -15496059.000000 Penalty: 5780.125488
	Iteration 28Q: 3 clusters Score -1.549606e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -15496192.000000 Penalty: 5780.125488
	Iteration 29Q: 3 clusters Score -1.549619e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -15496329.000000 Penalty: 5780.125488
	Iteration 30Q: 3 clusters Score -1.549633e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -15496470.000000 Penalty: 5780.125488
	Iteration 31Q: 3 clusters Score -1.549647e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111861 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -15496552.000000 Penalty: 5780.125488
	Iteration 32Q: 3 clusters Score -1.549655e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -15496581.000000 Penalty: 5780.125488
	Iteration 33Q: 3 clusters Score -1.549658e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -15496648.000000 Penalty: 5780.125488
	Iteration 34Q: 3 clusters Score -1.549665e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -15496717.000000 Penalty: 5780.125488
	Iteration 35Q: 3 clusters Score -1.549672e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -15496782.000000 Penalty: 5780.125488
	Iteration 36Q: 3 clusters Score -1.549678e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15496808.000000 Penalty: 5780.125488
	Iteration 37Q: 3 clusters Score -1.549681e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -15496844.000000 Penalty: 5780.125488
	Iteration 38Q: 3 clusters Score -1.549684e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15496854.000000 Penalty: 5780.125488
	Iteration 39Q: 3 clusters Score -1.549685e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15496905.000000 Penalty: 5780.125488
	Iteration 40F: 3 clusters Score -1.54969e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15496939.000000 Penalty: 5780.125488
	Iteration 41Q: 3 clusters Score -1.549694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113302 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15496979.000000 Penalty: 5780.125488
	Iteration 42Q: 3 clusters Score -1.549698e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15497005.000000 Penalty: 5780.125488
	Iteration 43Q: 3 clusters Score -1.5497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15497033.000000 Penalty: 5780.125488
	Iteration 44Q: 3 clusters Score -1.549703e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15497038.000000 Penalty: 5780.125488
	Iteration 45Q: 3 clusters Score -1.549704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113561 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15497071.000000 Penalty: 5780.125488
	Iteration 46Q: 3 clusters Score -1.549707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15497079.000000 Penalty: 5780.125488
	Iteration 47Q: 3 clusters Score -1.549708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15497100.000000 Penalty: 5780.125488
	Iteration 48Q: 3 clusters Score -1.54971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15497097.000000 Penalty: 5780.125488
	Iteration 49Q: 3 clusters Score -1.54971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15497116.000000 Penalty: 5780.125488
	Iteration 50Q: 3 clusters Score -1.549712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15497128.000000 Penalty: 5780.125488
	Iteration 51Q: 3 clusters Score -1.549713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15497140.000000 Penalty: 5780.125488
	Iteration 52Q: 3 clusters Score -1.549714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15497157.000000 Penalty: 5780.125488
	Iteration 53Q: 3 clusters Score -1.549716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15497164.000000 Penalty: 5780.125488
	Iteration 54Q: 3 clusters Score -1.549716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15497191.000000 Penalty: 5780.125488
	Iteration 55Q: 3 clusters Score -1.549719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15497199.000000 Penalty: 5780.125488
	Iteration 56Q: 3 clusters Score -1.54972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15497206.000000 Penalty: 5780.125488
	Iteration 57Q: 3 clusters Score -1.549721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15497202.000000 Penalty: 5780.125488
	Iteration 58Q: 3 clusters Score -1.54972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113858 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15497219.000000 Penalty: 5780.125488
	Iteration 59Q: 3 clusters Score -1.549722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15497237.000000 Penalty: 5780.125488
	Iteration 60F: 3 clusters Score -1.549724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15497241.000000 Penalty: 5780.125488
	Iteration 61Q: 3 clusters Score -1.549724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15497248.000000 Penalty: 5780.125488
	Iteration 62Q: 3 clusters Score -1.549725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15497265.000000 Penalty: 5780.125488
	Iteration 63Q: 3 clusters Score -1.549726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15497274.000000 Penalty: 5780.125488
	Iteration 64Q: 3 clusters Score -1.549727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15497273.000000 Penalty: 5780.125488
	Iteration 65Q: 3 clusters Score -1.549727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15497281.000000 Penalty: 5780.125488
	Iteration 66Q: 3 clusters Score -1.549728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -15497286.000000 Penalty: 5780.125488
	Iteration 67Q: 3 clusters Score -1.549729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15497306.000000 Penalty: 5780.125488
	Iteration 68Q: 3 clusters Score -1.549731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15497304.000000 Penalty: 5780.125488
	Iteration 69Q: 3 clusters Score -1.54973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15497335.000000 Penalty: 5780.125488
	Iteration 70Q: 3 clusters Score -1.549734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114082 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15497330.000000 Penalty: 5780.125488
	Iteration 71Q: 3 clusters Score -1.549733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15497327.000000 Penalty: 5780.125488
	Iteration 72Q: 3 clusters Score -1.549733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15497336.000000 Penalty: 5780.125488
	Iteration 73Q: 3 clusters Score -1.549734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15497341.000000 Penalty: 5780.125488
	Iteration 74Q: 3 clusters Score -1.549734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15497348.000000 Penalty: 5780.125488
	Iteration 75Q: 3 clusters Score -1.549735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15497357.000000 Penalty: 5780.125488
	Iteration 76Q: 3 clusters Score -1.549736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15497371.000000 Penalty: 5780.125488
	Iteration 77Q: 3 clusters Score -1.549737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15497369.000000 Penalty: 5780.125488
	Iteration 78Q: 3 clusters Score -1.549737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15497359.000000 Penalty: 5780.125488
	Iteration 79Q: 3 clusters Score -1.549736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15497359.000000 Penalty: 5780.125488
	Iteration 80F: 3 clusters Score -1.549736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -681137.062500 Penalty: 2119.835205
	Iteration 0F: 2 clusters Score -681137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -676487.312500 Penalty: 4239.670410
	Iteration 0F: 3 clusters Score -676487.3 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -677591.375000 Penalty: 4239.670410
	Iteration 1F: 3 clusters Score -677591.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -677800.625000 Penalty: 4239.670410
	Iteration 2F: 3 clusters Score -677800.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -677937.812500 Penalty: 4239.670410
	Iteration 3Q: 3 clusters Score -677937.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -678063.125000 Penalty: 4239.670410
	Iteration 4Q: 3 clusters Score -678063.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -678193.375000 Penalty: 4239.670410
	Iteration 5Q: 3 clusters Score -678193.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -678341.687500 Penalty: 4239.670410
	Iteration 6Q: 3 clusters Score -678341.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -678526.062500 Penalty: 4239.670410
	Iteration 7Q: 3 clusters Score -678526.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -678737.937500 Penalty: 4239.670410
	Iteration 8Q: 3 clusters Score -678737.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -678924.500000 Penalty: 4239.670410
	Iteration 9Q: 3 clusters Score -678924.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -679099.812500 Penalty: 4239.670410
	Iteration 10Q: 3 clusters Score -679099.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -679264.375000 Penalty: 4239.670410
	Iteration 11Q: 3 clusters Score -679264.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -679415.812500 Penalty: 4239.670410
	Iteration 12Q: 3 clusters Score -679415.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -679529.937500 Penalty: 4239.670410
	Iteration 13Q: 3 clusters Score -679529.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -679604.625000 Penalty: 4239.670410
	Iteration 14Q: 3 clusters Score -679604.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -679665.625000 Penalty: 4239.670410
	Iteration 15Q: 3 clusters Score -679665.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -679725.062500 Penalty: 4239.670410
	Iteration 16Q: 3 clusters Score -679725.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -679780.625000 Penalty: 4239.670410
	Iteration 17Q: 3 clusters Score -679780.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -679816.375000 Penalty: 4239.670410
	Iteration 18Q: 3 clusters Score -679816.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -679848.250000 Penalty: 4239.670410
	Iteration 19Q: 3 clusters Score -679848.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -679877.062500 Penalty: 4239.670410
	Iteration 20F: 3 clusters Score -679877.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -679900.125000 Penalty: 4239.670410
	Iteration 21Q: 3 clusters Score -679900.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -679920.000000 Penalty: 4239.670410
	Iteration 22Q: 3 clusters Score -679920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -679931.937500 Penalty: 4239.670410
	Iteration 23Q: 3 clusters Score -679931.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -679940.125000 Penalty: 4239.670410
	Iteration 24Q: 3 clusters Score -679940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -679942.687500 Penalty: 4239.670410
	Iteration 25Q: 3 clusters Score -679942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -679948.125000 Penalty: 4239.670410
	Iteration 26Q: 3 clusters Score -679948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -679952.062500 Penalty: 4239.670410
	Iteration 27Q: 3 clusters Score -679952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -679957.312500 Penalty: 4239.670410
	Iteration 28Q: 3 clusters Score -679957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -679959.187500 Penalty: 4239.670410
	Iteration 29Q: 3 clusters Score -679959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -679959.437500 Penalty: 4239.670410
	Iteration 30Q: 3 clusters Score -679959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -679962.312500 Penalty: 4239.670410
	Iteration 31Q: 3 clusters Score -679962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -679965.500000 Penalty: 4239.670410
	Iteration 32Q: 3 clusters Score -679965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -679968.187500 Penalty: 4239.670410
	Iteration 33Q: 3 clusters Score -679968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -679971.312500 Penalty: 4239.670410
	Iteration 34Q: 3 clusters Score -679971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -679971.312500 Penalty: 4239.670410
	Iteration 35F: 3 clusters Score -679971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Entering Unmasked Estep 
Score: -1847727.375000 Penalty: 2370.655518
	Iteration 0F: 2 clusters Score -1847727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1837420.875000 Penalty: 4741.311035
	Iteration 0F: 3 clusters Score -1837421 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1840739.250000 Penalty: 4741.311035
	Iteration 1F: 3 clusters Score -1840739 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1841396.375000 Penalty: 4741.311035
	Iteration 2F: 3 clusters Score -1841396 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1842205.750000 Penalty: 4741.311035
	Iteration 3F: 3 clusters Score -1842206 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1843105.000000 Penalty: 4741.311035
	Iteration 4F: 3 clusters Score -1843105 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1843901.750000 Penalty: 4741.311035
	Iteration 5F: 3 clusters Score -1843902 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1844578.125000 Penalty: 4741.311035
	Iteration 6F: 3 clusters Score -1844578 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1845102.375000 Penalty: 4741.311035
	Iteration 7F: 3 clusters Score -1845102 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1845468.750000 Penalty: 4741.311035
	Iteration 8Q: 3 clusters Score -1845469 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1845740.750000 Penalty: 4741.311035
	Iteration 9Q: 3 clusters Score -1845741 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1845964.875000 Penalty: 4741.311035
	Iteration 10Q: 3 clusters Score -1845965 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1846109.250000 Penalty: 4741.311035
	Iteration 11Q: 3 clusters Score -1846109 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1846208.875000 Penalty: 4741.311035
	Iteration 12Q: 3 clusters Score -1846209 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1846283.500000 Penalty: 4741.311035
	Iteration 13Q: 3 clusters Score -1846284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1846339.500000 Penalty: 4741.311035
	Iteration 14Q: 3 clusters Score -1846340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1846386.375000 Penalty: 4741.311035
	Iteration 15Q: 3 clusters Score -1846386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1846418.750000 Penalty: 4741.311035
	Iteration 16Q: 3 clusters Score -1846419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1846449.375000 Penalty: 4741.311035
	Iteration 17Q: 3 clusters Score -1846449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1846476.375000 Penalty: 4741.311035
	Iteration 18Q: 3 clusters Score -1846476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1846502.375000 Penalty: 4741.311035
	Iteration 19Q: 3 clusters Score -1846502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1846536.250000 Penalty: 4741.311035
	Iteration 20F: 3 clusters Score -1846536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1846556.250000 Penalty: 4741.311035
	Iteration 21Q: 3 clusters Score -1846556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1846582.250000 Penalty: 4741.311035
	Iteration 22Q: 3 clusters Score -1846582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1846605.875000 Penalty: 4741.311035
	Iteration 23Q: 3 clusters Score -1846606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1846640.125000 Penalty: 4741.311035
	Iteration 24Q: 3 clusters Score -1846640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1846682.250000 Penalty: 4741.311035
	Iteration 25Q: 3 clusters Score -1846682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1846757.750000 Penalty: 4741.311035
	Iteration 26Q: 3 clusters Score -1846758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1846883.250000 Penalty: 4741.311035
	Iteration 27Q: 3 clusters Score -1846883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1846947.375000 Penalty: 4741.311035
	Iteration 28Q: 3 clusters Score -1846947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1846977.375000 Penalty: 4741.311035
	Iteration 29Q: 3 clusters Score -1846977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1846991.750000 Penalty: 4741.311035
	Iteration 30Q: 3 clusters Score -1846992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1847001.625000 Penalty: 4741.311035
	Iteration 31Q: 3 clusters Score -1847002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1847012.375000 Penalty: 4741.311035
	Iteration 32Q: 3 clusters Score -1847012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1847018.375000 Penalty: 4741.311035
	Iteration 33Q: 3 clusters Score -1847018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1847023.000000 Penalty: 4741.311035
	Iteration 34Q: 3 clusters Score -1847023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1847028.125000 Penalty: 4741.311035
	Iteration 35Q: 3 clusters Score -1847028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1847029.750000 Penalty: 4741.311035
	Iteration 36Q: 3 clusters Score -1847030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1847032.500000 Penalty: 4741.311035
	Iteration 37Q: 3 clusters Score -1847032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1847035.750000 Penalty: 4741.311035
	Iteration 38Q: 3 clusters Score -1847036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1847035.500000 Penalty: 4741.311035
	Iteration 39Q: 3 clusters Score -1847036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1847036.875000 Penalty: 4741.311035
	Iteration 40F: 3 clusters Score -1847037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1847035.250000 Penalty: 4741.311035
	Iteration 41Q: 3 clusters Score -1847035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1847033.250000 Penalty: 4741.311035
	Iteration 42Q: 3 clusters Score -1847033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1847033.000000 Penalty: 4741.311035
	Iteration 43Q: 3 clusters Score -1847033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1847033.000000 Penalty: 4741.311035
	Iteration 44F: 3 clusters Score -1847033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -537768.125000 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -537768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -533926.562500 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -533926.6 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -534725.062500 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -534725.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -534891.000000 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -534891 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -534994.375000 Penalty: 4108.111816
	Iteration 3Q: 3 clusters Score -534994.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -535069.687500 Penalty: 4108.111816
	Iteration 4Q: 3 clusters Score -535069.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -535120.562500 Penalty: 4108.111816
	Iteration 5Q: 3 clusters Score -535120.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -535158.500000 Penalty: 4108.111816
	Iteration 6Q: 3 clusters Score -535158.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -535186.562500 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -535186.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -535207.562500 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -535207.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -535222.187500 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -535222.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -535235.937500 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -535235.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535247.312500 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -535247.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -535256.250000 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -535256.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -535265.625000 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -535265.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -535274.562500 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -535274.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -535285.375000 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -535285.4 nChanged 31
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: -535296.187500 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -535296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -535305.312500 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -535305.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -535314.625000 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -535314.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -535321.250000 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -535321.2 nChanged 18
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: -535329.125000 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -535329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -535334.437500 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -535334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -535337.750000 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -535337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -535339.875000 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -535339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -535343.187500 Penalty: 4108.111816
	Iteration 24Q: 3 clusters Score -535343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -535348.000000 Penalty: 4108.111816
	Iteration 25Q: 3 clusters Score -535348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -535353.250000 Penalty: 4108.111816
	Iteration 26Q: 3 clusters Score -535353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -535360.562500 Penalty: 4108.111816
	Iteration 27Q: 3 clusters Score -535360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -535368.375000 Penalty: 4108.111816
	Iteration 28Q: 3 clusters Score -535368.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -535378.875000 Penalty: 4108.111816
	Iteration 29Q: 3 clusters Score -535378.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -535390.187500 Penalty: 4108.111816
	Iteration 30Q: 3 clusters Score -535390.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -535397.937500 Penalty: 4108.111816
	Iteration 31Q: 3 clusters Score -535397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -535402.750000 Penalty: 4108.111816
	Iteration 32Q: 3 clusters Score -535402.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -535405.562500 Penalty: 4108.111816
	Iteration 33Q: 3 clusters Score -535405.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -535411.312500 Penalty: 4108.111816
	Iteration 34Q: 3 clusters Score -535411.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -535416.312500 Penalty: 4108.111816
	Iteration 35Q: 3 clusters Score -535416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -535421.187500 Penalty: 4108.111816
	Iteration 36Q: 3 clusters Score -535421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -535427.687500 Penalty: 4108.111816
	Iteration 37Q: 3 clusters Score -535427.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -535434.687500 Penalty: 4108.111816
	Iteration 38Q: 3 clusters Score -535434.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -535444.687500 Penalty: 4108.111816
	Iteration 39Q: 3 clusters Score -535444.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -535457.812500 Penalty: 4108.111816
	Iteration 40F: 3 clusters Score -535457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -535471.812500 Penalty: 4108.111816
	Iteration 41Q: 3 clusters Score -535471.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -535481.500000 Penalty: 4108.111816
	Iteration 42Q: 3 clusters Score -535481.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -535493.375000 Penalty: 4108.111816
	Iteration 43Q: 3 clusters Score -535493.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -535508.062500 Penalty: 4108.111816
	Iteration 44Q: 3 clusters Score -535508.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -535524.062500 Penalty: 4108.111816
	Iteration 45Q: 3 clusters Score -535524.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -535545.500000 Penalty: 4108.111816
	Iteration 46Q: 3 clusters Score -535545.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -535566.812500 Penalty: 4108.111816
	Iteration 47Q: 3 clusters Score -535566.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -535584.687500 Penalty: 4108.111816
	Iteration 48Q: 3 clusters Score -535584.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -535603.187500 Penalty: 4108.111816
	Iteration 49Q: 3 clusters Score -535603.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -535618.187500 Penalty: 4108.111816
	Iteration 50Q: 3 clusters Score -535618.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -535637.687500 Penalty: 4108.111816
	Iteration 51Q: 3 clusters Score -535637.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -535655.187500 Penalty: 4108.111816
	Iteration 52Q: 3 clusters Score -535655.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -535678.875000 Penalty: 4108.111816
	Iteration 53Q: 3 clusters Score -535678.9 nChanged 42
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: -535705.562500 Penalty: 4108.111816
	Iteration 54Q: 3 clusters Score -535705.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -535732.937500 Penalty: 4108.111816
	Iteration 55Q: 3 clusters Score -535732.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -535767.500000 Penalty: 4108.111816
	Iteration 56Q: 3 clusters Score -535767.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -535801.562500 Penalty: 4108.111816
	Iteration 57Q: 3 clusters Score -535801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -535828.625000 Penalty: 4108.111816
	Iteration 58Q: 3 clusters Score -535828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -535855.375000 Penalty: 4108.111816
	Iteration 59Q: 3 clusters Score -535855.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -535878.500000 Penalty: 4108.111816
	Iteration 60F: 3 clusters Score -535878.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -535899.125000 Penalty: 4108.111816
	Iteration 61Q: 3 clusters Score -535899.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -535924.625000 Penalty: 4108.111816
	Iteration 62Q: 3 clusters Score -535924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -535943.125000 Penalty: 4108.111816
	Iteration 63Q: 3 clusters Score -535943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -535959.250000 Penalty: 4108.111816
	Iteration 64Q: 3 clusters Score -535959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -535973.000000 Penalty: 4108.111816
	Iteration 65Q: 3 clusters Score -535973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -535983.250000 Penalty: 4108.111816
	Iteration 66Q: 3 clusters Score -535983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -535990.125000 Penalty: 4108.111816
	Iteration 67Q: 3 clusters Score -535990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -535995.437500 Penalty: 4108.111816
	Iteration 68Q: 3 clusters Score -535995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -536002.750000 Penalty: 4108.111816
	Iteration 69Q: 3 clusters Score -536002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -536012.062500 Penalty: 4108.111816
	Iteration 70Q: 3 clusters Score -536012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -536021.125000 Penalty: 4108.111816
	Iteration 71Q: 3 clusters Score -536021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -536030.000000 Penalty: 4108.111816
	Iteration 72Q: 3 clusters Score -536030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -536038.937500 Penalty: 4108.111816
	Iteration 73Q: 3 clusters Score -536038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -536045.062500 Penalty: 4108.111816
	Iteration 74Q: 3 clusters Score -536045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -536049.500000 Penalty: 4108.111816
	Iteration 75Q: 3 clusters Score -536049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -536050.125000 Penalty: 4108.111816
	Iteration 76Q: 3 clusters Score -536050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -536050.125000 Penalty: 4108.111816
	Iteration 77F: 3 clusters Score -536050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -51319.140625 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -51319.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49981.269531 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -49981.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50148.710938 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -50148.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50190.945312 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -50190.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50202.953125 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -50202.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50211.148438 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -50211.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50216.464844 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -50216.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50220.695312 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -50220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50226.820312 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -50226.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50229.718750 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -50229.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50229.718750 Penalty: 2984.013916
	Iteration 9F: 3 clusters Score -50229.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Entering Unmasked Estep 
Score: -1198491.625000 Penalty: 2259.244385
	Iteration 0F: 2 clusters Score -1198492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1191415.250000 Penalty: 4518.488770
	Iteration 0F: 3 clusters Score -1191415 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1193434.375000 Penalty: 4518.488770
	Iteration 1F: 3 clusters Score -1193434 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1193711.625000 Penalty: 4518.488770
	Iteration 2F: 3 clusters Score -1193712 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1193935.000000 Penalty: 4518.488770
	Iteration 3F: 3 clusters Score -1193935 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1194161.500000 Penalty: 4518.488770
	Iteration 4Q: 3 clusters Score -1194162 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1194427.375000 Penalty: 4518.488770
	Iteration 5Q: 3 clusters Score -1194427 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1194754.750000 Penalty: 4518.488770
	Iteration 6F: 3 clusters Score -1194755 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1195169.500000 Penalty: 4518.488770
	Iteration 7F: 3 clusters Score -1195170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1195534.500000 Penalty: 4518.488770
	Iteration 8F: 3 clusters Score -1195534 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1195821.500000 Penalty: 4518.488770
	Iteration 9Q: 3 clusters Score -1195822 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1196028.375000 Penalty: 4518.488770
	Iteration 10Q: 3 clusters Score -1196028 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1196185.375000 Penalty: 4518.488770
	Iteration 11Q: 3 clusters Score -1196185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1196300.500000 Penalty: 4518.488770
	Iteration 12Q: 3 clusters Score -1196300 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1196364.500000 Penalty: 4518.488770
	Iteration 13Q: 3 clusters Score -1196364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1196403.125000 Penalty: 4518.488770
	Iteration 14Q: 3 clusters Score -1196403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1196425.875000 Penalty: 4518.488770
	Iteration 15Q: 3 clusters Score -1196426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1196444.750000 Penalty: 4518.488770
	Iteration 16Q: 3 clusters Score -1196445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1196458.250000 Penalty: 4518.488770
	Iteration 17Q: 3 clusters Score -1196458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1196468.625000 Penalty: 4518.488770
	Iteration 18Q: 3 clusters Score -1196469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1196481.875000 Penalty: 4518.488770
	Iteration 19Q: 3 clusters Score -1196482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1196492.125000 Penalty: 4518.488770
	Iteration 20F: 3 clusters Score -1196492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1196498.875000 Penalty: 4518.488770
	Iteration 21Q: 3 clusters Score -1196499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1196503.625000 Penalty: 4518.488770
	Iteration 22Q: 3 clusters Score -1196504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1196507.625000 Penalty: 4518.488770
	Iteration 23Q: 3 clusters Score -1196508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1196506.375000 Penalty: 4518.488770
	Iteration 24Q: 3 clusters Score -1196506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1196507.625000 Penalty: 4518.488770
	Iteration 25Q: 3 clusters Score -1196508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1196507.250000 Penalty: 4518.488770
	Iteration 26Q: 3 clusters Score -1196507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1196509.000000 Penalty: 4518.488770
	Iteration 27Q: 3 clusters Score -1196509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1196513.750000 Penalty: 4518.488770
	Iteration 28Q: 3 clusters Score -1196514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1196512.750000 Penalty: 4518.488770
	Iteration 29Q: 3 clusters Score -1196513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1196512.750000 Penalty: 4518.488770
	Iteration 30F: 3 clusters Score -1196513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -893740.937500 Penalty: 2201.521484
	Iteration 0F: 2 clusters Score -893740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -887874.750000 Penalty: 4403.042969
	Iteration 0F: 3 clusters Score -887874.8 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -889597.375000 Penalty: 4403.042969
	Iteration 1F: 3 clusters Score -889597.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -889946.812500 Penalty: 4403.042969
	Iteration 2F: 3 clusters Score -889946.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -890232.875000 Penalty: 4403.042969
	Iteration 3F: 3 clusters Score -890232.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -890539.687500 Penalty: 4403.042969
	Iteration 4F: 3 clusters Score -890539.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -890838.875000 Penalty: 4403.042969
	Iteration 5F: 3 clusters Score -890838.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -891142.250000 Penalty: 4403.042969
	Iteration 6F: 3 clusters Score -891142.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -891432.437500 Penalty: 4403.042969
	Iteration 7F: 3 clusters Score -891432.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -891710.812500 Penalty: 4403.042969
	Iteration 8Q: 3 clusters Score -891710.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -892011.000000 Penalty: 4403.042969
	Iteration 9Q: 3 clusters Score -892011 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -892245.187500 Penalty: 4403.042969
	Iteration 10Q: 3 clusters Score -892245.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -892401.750000 Penalty: 4403.042969
	Iteration 11Q: 3 clusters Score -892401.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -892514.125000 Penalty: 4403.042969
	Iteration 12Q: 3 clusters Score -892514.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -892589.937500 Penalty: 4403.042969
	Iteration 13Q: 3 clusters Score -892589.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -892633.062500 Penalty: 4403.042969
	Iteration 14Q: 3 clusters Score -892633.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -892653.500000 Penalty: 4403.042969
	Iteration 15Q: 3 clusters Score -892653.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -892673.437500 Penalty: 4403.042969
	Iteration 16Q: 3 clusters Score -892673.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -892685.812500 Penalty: 4403.042969
	Iteration 17Q: 3 clusters Score -892685.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -892704.187500 Penalty: 4403.042969
	Iteration 18Q: 3 clusters Score -892704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -892715.625000 Penalty: 4403.042969
	Iteration 19Q: 3 clusters Score -892715.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -892730.000000 Penalty: 4403.042969
	Iteration 20F: 3 clusters Score -892730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -892736.875000 Penalty: 4403.042969
	Iteration 21Q: 3 clusters Score -892736.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -892742.312500 Penalty: 4403.042969
	Iteration 22Q: 3 clusters Score -892742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -892745.937500 Penalty: 4403.042969
	Iteration 23Q: 3 clusters Score -892745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -892747.312500 Penalty: 4403.042969
	Iteration 24Q: 3 clusters Score -892747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -892748.437500 Penalty: 4403.042969
	Iteration 25Q: 3 clusters Score -892748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -892751.062500 Penalty: 4403.042969
	Iteration 26Q: 3 clusters Score -892751.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -892752.062500 Penalty: 4403.042969
	Iteration 27Q: 3 clusters Score -892752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -892756.250000 Penalty: 4403.042969
	Iteration 28Q: 3 clusters Score -892756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -892757.187500 Penalty: 4403.042969
	Iteration 29Q: 3 clusters Score -892757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -892762.187500 Penalty: 4403.042969
	Iteration 30Q: 3 clusters Score -892762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -892768.250000 Penalty: 4403.042969
	Iteration 31Q: 3 clusters Score -892768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -892771.875000 Penalty: 4403.042969
	Iteration 32Q: 3 clusters Score -892771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -892774.062500 Penalty: 4403.042969
	Iteration 33Q: 3 clusters Score -892774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -892774.062500 Penalty: 4403.042969
	Iteration 34Q: 3 clusters Score -892774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -892776.500000 Penalty: 4403.042969
	Iteration 35Q: 3 clusters Score -892776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -892777.062500 Penalty: 4403.042969
	Iteration 36Q: 3 clusters Score -892777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -892777.375000 Penalty: 4403.042969
	Iteration 37Q: 3 clusters Score -892777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -892780.437500 Penalty: 4403.042969
	Iteration 38Q: 3 clusters Score -892780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -892782.437500 Penalty: 4403.042969
	Iteration 39Q: 3 clusters Score -892782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -892782.062500 Penalty: 4403.042969
	Iteration 40F: 3 clusters Score -892782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -892784.812500 Penalty: 4403.042969
	Iteration 41Q: 3 clusters Score -892784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -892784.125000 Penalty: 4403.042969
	Iteration 42Q: 3 clusters Score -892784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -892785.125000 Penalty: 4403.042969
	Iteration 43Q: 3 clusters Score -892785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -892784.062500 Penalty: 4403.042969
	Iteration 44Q: 3 clusters Score -892784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -892784.062500 Penalty: 4403.042969
	Iteration 45F: 3 clusters Score -892784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Entering Unmasked Estep 
Score: -5433823.500000 Penalty: 2628.293701
	Iteration 0F: 2 clusters Score -5433824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5406744.000000 Penalty: 5256.587402
	Iteration 0F: 3 clusters Score -5406744 nChanged 18228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5416689.500000 Penalty: 5256.587402
	Iteration 1F: 3 clusters Score -5416690 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5417251.500000 Penalty: 5256.587402
	Iteration 2Q: 3 clusters Score -5417252 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -5417875.500000 Penalty: 5256.587402
	Iteration 3Q: 3 clusters Score -5417876 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -5418708.500000 Penalty: 5256.587402
	Iteration 4Q: 3 clusters Score -5418708 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5419866.000000 Penalty: 5256.587402
	Iteration 5F: 3 clusters Score -5419866 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5421622.000000 Penalty: 5256.587402
	Iteration 6F: 3 clusters Score -5421622 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5423920.000000 Penalty: 5256.587402
	Iteration 7F: 3 clusters Score -5423920 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5426569.500000 Penalty: 5256.587402
	Iteration 8F: 3 clusters Score -5426570 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5428803.000000 Penalty: 5256.587402
	Iteration 9F: 3 clusters Score -5428803 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5430206.000000 Penalty: 5256.587402
	Iteration 10Q: 3 clusters Score -5430206 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5430895.500000 Penalty: 5256.587402
	Iteration 11Q: 3 clusters Score -5430896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5431234.000000 Penalty: 5256.587402
	Iteration 12Q: 3 clusters Score -5431234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5431390.500000 Penalty: 5256.587402
	Iteration 13Q: 3 clusters Score -5431390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5431467.500000 Penalty: 5256.587402
	Iteration 14Q: 3 clusters Score -5431468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5431533.000000 Penalty: 5256.587402
	Iteration 15Q: 3 clusters Score -5431533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5431547.000000 Penalty: 5256.587402
	Iteration 16Q: 3 clusters Score -5431547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5431557.000000 Penalty: 5256.587402
	Iteration 17Q: 3 clusters Score -5431557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5431564.000000 Penalty: 5256.587402
	Iteration 18Q: 3 clusters Score -5431564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5431575.000000 Penalty: 5256.587402
	Iteration 19Q: 3 clusters Score -5431575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5431589.500000 Penalty: 5256.587402
	Iteration 20F: 3 clusters Score -5431590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5431594.500000 Penalty: 5256.587402
	Iteration 21Q: 3 clusters Score -5431594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5431594.500000 Penalty: 5256.587402
	Iteration 22F: 3 clusters Score -5431594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (172516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Entering Unmasked Estep 
Score: -22971732.000000 Penalty: 2990.444824
	Iteration 0F: 2 clusters Score -2.297173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -22863536.000000 Penalty: 5980.889648
	Iteration 0F: 3 clusters Score -2.286354e+07 nChanged 82782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -22911682.000000 Penalty: 5980.889648
	Iteration 1F: 3 clusters Score -2.291168e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -22912696.000000 Penalty: 5980.889648
	Iteration 2Q: 3 clusters Score -2.29127e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -22914092.000000 Penalty: 5980.889648
	Iteration 3Q: 3 clusters Score -2.291409e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -22916318.000000 Penalty: 5980.889648
	Iteration 4Q: 3 clusters Score -2.291632e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -22919468.000000 Penalty: 5980.889648
	Iteration 5Q: 3 clusters Score -2.291947e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112267 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -22924428.000000 Penalty: 5980.889648
	Iteration 6F: 3 clusters Score -2.292443e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -22931980.000000 Penalty: 5980.889648
	Iteration 7F: 3 clusters Score -2.293198e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -22941580.000000 Penalty: 5980.889648
	Iteration 8F: 3 clusters Score -2.294158e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148803 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -22951720.000000 Penalty: 5980.889648
	Iteration 9F: 3 clusters Score -2.295172e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -22959408.000000 Penalty: 5980.889648
	Iteration 10F: 3 clusters Score -2.295941e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -22964370.000000 Penalty: 5980.889648
	Iteration 11Q: 3 clusters Score -2.296437e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -22966764.000000 Penalty: 5980.889648
	Iteration 12Q: 3 clusters Score -2.296676e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -22967952.000000 Penalty: 5980.889648
	Iteration 13Q: 3 clusters Score -2.296795e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171541 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22968502.000000 Penalty: 5980.889648
	Iteration 14Q: 3 clusters Score -2.29685e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22968768.000000 Penalty: 5980.889648
	Iteration 15Q: 3 clusters Score -2.296877e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22968894.000000 Penalty: 5980.889648
	Iteration 16Q: 3 clusters Score -2.296889e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22969008.000000 Penalty: 5980.889648
	Iteration 17Q: 3 clusters Score -2.296901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22969048.000000 Penalty: 5980.889648
	Iteration 18Q: 3 clusters Score -2.296905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22969058.000000 Penalty: 5980.889648
	Iteration 19Q: 3 clusters Score -2.296906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172132 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22969086.000000 Penalty: 5980.889648
	Iteration 20F: 3 clusters Score -2.296909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22969086.000000 Penalty: 5980.889648
	Iteration 21Q: 3 clusters Score -2.296909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172143 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -22969102.000000 Penalty: 5980.889648
	Iteration 22Q: 3 clusters Score -2.29691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22969100.000000 Penalty: 5980.889648
	Iteration 23Q: 3 clusters Score -2.29691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22969112.000000 Penalty: 5980.889648
	Iteration 24Q: 3 clusters Score -2.296911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22969134.000000 Penalty: 5980.889648
	Iteration 25Q: 3 clusters Score -2.296913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22969152.000000 Penalty: 5980.889648
	Iteration 26Q: 3 clusters Score -2.296915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22969156.000000 Penalty: 5980.889648
	Iteration 27Q: 3 clusters Score -2.296916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22969198.000000 Penalty: 5980.889648
	Iteration 28Q: 3 clusters Score -2.29692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172174 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22969184.000000 Penalty: 5980.889648
	Iteration 29Q: 3 clusters Score -2.296918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172174 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22969196.000000 Penalty: 5980.889648
	Iteration 30Q: 3 clusters Score -2.29692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22969218.000000 Penalty: 5980.889648
	Iteration 31Q: 3 clusters Score -2.296922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22969212.000000 Penalty: 5980.889648
	Iteration 32Q: 3 clusters Score -2.296921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22969212.000000 Penalty: 5980.889648
	Iteration 33Q: 3 clusters Score -2.296921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22969206.000000 Penalty: 5980.889648
	Iteration 34Q: 3 clusters Score -2.296921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22969214.000000 Penalty: 5980.889648
	Iteration 35Q: 3 clusters Score -2.296921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22969224.000000 Penalty: 5980.889648
	Iteration 36Q: 3 clusters Score -2.296922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22969230.000000 Penalty: 5980.889648
	Iteration 37Q: 3 clusters Score -2.296923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22969236.000000 Penalty: 5980.889648
	Iteration 38Q: 3 clusters Score -2.296924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22969240.000000 Penalty: 5980.889648
	Iteration 39Q: 3 clusters Score -2.296924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22969252.000000 Penalty: 5980.889648
	Iteration 40F: 3 clusters Score -2.296925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Entering Unmasked Estep 
Score: -17203092.000000 Penalty: 2923.169678
	Iteration 0F: 2 clusters Score -1.720309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -17115762.000000 Penalty: 5846.339355
	Iteration 0F: 3 clusters Score -1.711576e+07 nChanged 62494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -17152638.000000 Penalty: 5846.339355
	Iteration 1F: 3 clusters Score -1.715264e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -17154592.000000 Penalty: 5846.339355
	Iteration 2Q: 3 clusters Score -1.715459e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -17157360.000000 Penalty: 5846.339355
	Iteration 3Q: 3 clusters Score -1.715736e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -17161330.000000 Penalty: 5846.339355
	Iteration 4F: 3 clusters Score -1.716133e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -17166298.000000 Penalty: 5846.339355
	Iteration 5F: 3 clusters Score -1.71663e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -17171332.000000 Penalty: 5846.339355
	Iteration 6F: 3 clusters Score -1.717133e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -17175478.000000 Penalty: 5846.339355
	Iteration 7F: 3 clusters Score -1.717548e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -17178530.000000 Penalty: 5846.339355
	Iteration 8F: 3 clusters Score -1.717853e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -17180508.000000 Penalty: 5846.339355
	Iteration 9Q: 3 clusters Score -1.718051e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -17182338.000000 Penalty: 5846.339355
	Iteration 10Q: 3 clusters Score -1.718234e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 107935 members 
Entering Unmasked Estep 
Score: -17184168.000000 Penalty: 5846.339355
	Iteration 11Q: 3 clusters Score -1.718417e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -17186210.000000 Penalty: 5846.339355
	Iteration 12Q: 3 clusters Score -1.718621e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -17188880.000000 Penalty: 5846.339355
	Iteration 13Q: 3 clusters Score -1.718888e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -17191958.000000 Penalty: 5846.339355
	Iteration 14Q: 3 clusters Score -1.719196e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -17195068.000000 Penalty: 5846.339355
	Iteration 15Q: 3 clusters Score -1.719507e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -17197574.000000 Penalty: 5846.339355
	Iteration 16Q: 3 clusters Score -1.719757e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -17199156.000000 Penalty: 5846.339355
	Iteration 17Q: 3 clusters Score -1.719916e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -17199834.000000 Penalty: 5846.339355
	Iteration 18Q: 3 clusters Score -1.719983e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -17200174.000000 Penalty: 5846.339355
	Iteration 19Q: 3 clusters Score -1.720017e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 130822 members 
Entering Unmasked Estep 
Score: -17200392.000000 Penalty: 5846.339355
	Iteration 20F: 3 clusters Score -1.720039e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 130928 members 
Entering Unmasked Estep 
Score: -17200514.000000 Penalty: 5846.339355
	Iteration 21Q: 3 clusters Score -1.720051e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -17200558.000000 Penalty: 5846.339355
	Iteration 22Q: 3 clusters Score -1.720056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -17200598.000000 Penalty: 5846.339355
	Iteration 23Q: 3 clusters Score -1.72006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -17200610.000000 Penalty: 5846.339355
	Iteration 24Q: 3 clusters Score -1.720061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -17200650.000000 Penalty: 5846.339355
	Iteration 25Q: 3 clusters Score -1.720065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -17200678.000000 Penalty: 5846.339355
	Iteration 26Q: 3 clusters Score -1.720068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 131077 members 
Entering Unmasked Estep 
Score: -17200688.000000 Penalty: 5846.339355
	Iteration 27Q: 3 clusters Score -1.720069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -17200698.000000 Penalty: 5846.339355
	Iteration 28Q: 3 clusters Score -1.72007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 131087 members 
Entering Unmasked Estep 
Score: -17200690.000000 Penalty: 5846.339355
	Iteration 29Q: 3 clusters Score -1.720069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 131090 members 
Entering Unmasked Estep 
Score: -17200704.000000 Penalty: 5846.339355
	Iteration 30Q: 3 clusters Score -1.72007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -17200690.000000 Penalty: 5846.339355
	Iteration 31Q: 3 clusters Score -1.720069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131093 members 
Entering Unmasked Estep 
Score: -17200694.000000 Penalty: 5846.339355
	Iteration 32Q: 3 clusters Score -1.720069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -17200696.000000 Penalty: 5846.339355
	Iteration 33Q: 3 clusters Score -1.72007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131095 members 
Entering Unmasked Estep 
Score: -17200700.000000 Penalty: 5846.339355
	Iteration 34Q: 3 clusters Score -1.72007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131095 members 
Entering Unmasked Estep 
Score: -17200700.000000 Penalty: 5846.339355
	Iteration 35F: 3 clusters Score -1.72007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Entering Unmasked Estep 
Score: -3897139.000000 Penalty: 2545.599121
	Iteration 0F: 2 clusters Score -3897139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3877523.500000 Penalty: 5091.198242
	Iteration 0F: 3 clusters Score -3877524 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3884440.500000 Penalty: 5091.198242
	Iteration 1F: 3 clusters Score -3884440 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3884894.500000 Penalty: 5091.198242
	Iteration 2Q: 3 clusters Score -3884894 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3885363.000000 Penalty: 5091.198242
	Iteration 3Q: 3 clusters Score -3885363 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3885870.000000 Penalty: 5091.198242
	Iteration 4Q: 3 clusters Score -3885870 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3886491.250000 Penalty: 5091.198242
	Iteration 5Q: 3 clusters Score -3886491 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3887221.750000 Penalty: 5091.198242
	Iteration 6Q: 3 clusters Score -3887222 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3888058.000000 Penalty: 5091.198242
	Iteration 7F: 3 clusters Score -3888058 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3889053.250000 Penalty: 5091.198242
	Iteration 8F: 3 clusters Score -3889053 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3889988.500000 Penalty: 5091.198242
	Iteration 9F: 3 clusters Score -3889988 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3890869.750000 Penalty: 5091.198242
	Iteration 10Q: 3 clusters Score -3890870 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3891543.500000 Penalty: 5091.198242
	Iteration 11Q: 3 clusters Score -3891544 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3892006.250000 Penalty: 5091.198242
	Iteration 12Q: 3 clusters Score -3892006 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3892302.750000 Penalty: 5091.198242
	Iteration 13Q: 3 clusters Score -3892303 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3892533.750000 Penalty: 5091.198242
	Iteration 14Q: 3 clusters Score -3892534 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3892734.500000 Penalty: 5091.198242
	Iteration 15Q: 3 clusters Score -3892734 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3892914.250000 Penalty: 5091.198242
	Iteration 16Q: 3 clusters Score -3892914 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3893078.250000 Penalty: 5091.198242
	Iteration 17Q: 3 clusters Score -3893078 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3893263.250000 Penalty: 5091.198242
	Iteration 18Q: 3 clusters Score -3893263 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3893408.250000 Penalty: 5091.198242
	Iteration 19Q: 3 clusters Score -3893408 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3893543.500000 Penalty: 5091.198242
	Iteration 20F: 3 clusters Score -3893544 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3893650.000000 Penalty: 5091.198242
	Iteration 21Q: 3 clusters Score -3893650 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3893756.500000 Penalty: 5091.198242
	Iteration 22Q: 3 clusters Score -3893756 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3893878.500000 Penalty: 5091.198242
	Iteration 23Q: 3 clusters Score -3893878 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3893984.250000 Penalty: 5091.198242
	Iteration 24Q: 3 clusters Score -3893984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3894134.000000 Penalty: 5091.198242
	Iteration 25Q: 3 clusters Score -3894134 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3894288.500000 Penalty: 5091.198242
	Iteration 26Q: 3 clusters Score -3894288 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3894418.000000 Penalty: 5091.198242
	Iteration 27Q: 3 clusters Score -3894418 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3894542.750000 Penalty: 5091.198242
	Iteration 28Q: 3 clusters Score -3894543 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3894680.000000 Penalty: 5091.198242
	Iteration 29Q: 3 clusters Score -3894680 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3894783.000000 Penalty: 5091.198242
	Iteration 30Q: 3 clusters Score -3894783 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3894921.500000 Penalty: 5091.198242
	Iteration 31Q: 3 clusters Score -3894922 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3895006.750000 Penalty: 5091.198242
	Iteration 32Q: 3 clusters Score -3895007 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3895107.500000 Penalty: 5091.198242
	Iteration 33Q: 3 clusters Score -3895108 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3895180.750000 Penalty: 5091.198242
	Iteration 34Q: 3 clusters Score -3895181 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3895237.000000 Penalty: 5091.198242
	Iteration 35Q: 3 clusters Score -3895237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3895282.750000 Penalty: 5091.198242
	Iteration 36Q: 3 clusters Score -3895283 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3895328.750000 Penalty: 5091.198242
	Iteration 37Q: 3 clusters Score -3895329 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3895368.500000 Penalty: 5091.198242
	Iteration 38Q: 3 clusters Score -3895368 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3895410.250000 Penalty: 5091.198242
	Iteration 39Q: 3 clusters Score -3895410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3895462.250000 Penalty: 5091.198242
	Iteration 40F: 3 clusters Score -3895462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3895486.500000 Penalty: 5091.198242
	Iteration 41Q: 3 clusters Score -3895486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3895513.250000 Penalty: 5091.198242
	Iteration 42Q: 3 clusters Score -3895513 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3895544.750000 Penalty: 5091.198242
	Iteration 43Q: 3 clusters Score -3895545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3895555.250000 Penalty: 5091.198242
	Iteration 44Q: 3 clusters Score -3895555 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3895574.750000 Penalty: 5091.198242
	Iteration 45Q: 3 clusters Score -3895575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3895575.250000 Penalty: 5091.198242
	Iteration 46Q: 3 clusters Score -3895575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3895577.750000 Penalty: 5091.198242
	Iteration 47Q: 3 clusters Score -3895578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3895599.500000 Penalty: 5091.198242
	Iteration 48Q: 3 clusters Score -3895600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3895611.250000 Penalty: 5091.198242
	Iteration 49Q: 3 clusters Score -3895611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3895621.250000 Penalty: 5091.198242
	Iteration 50Q: 3 clusters Score -3895621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3895634.250000 Penalty: 5091.198242
	Iteration 51Q: 3 clusters Score -3895634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3895632.250000 Penalty: 5091.198242
	Iteration 52Q: 3 clusters Score -3895632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3895638.750000 Penalty: 5091.198242
	Iteration 53Q: 3 clusters Score -3895639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3895640.250000 Penalty: 5091.198242
	Iteration 54Q: 3 clusters Score -3895640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3895651.500000 Penalty: 5091.198242
	Iteration 55Q: 3 clusters Score -3895652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3895648.750000 Penalty: 5091.198242
	Iteration 56Q: 3 clusters Score -3895649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3895648.500000 Penalty: 5091.198242
	Iteration 57Q: 3 clusters Score -3895648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3895654.000000 Penalty: 5091.198242
	Iteration 58Q: 3 clusters Score -3895654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3895646.500000 Penalty: 5091.198242
	Iteration 59Q: 3 clusters Score -3895646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3895653.750000 Penalty: 5091.198242
	Iteration 60F: 3 clusters Score -3895654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3895661.750000 Penalty: 5091.198242
	Iteration 61Q: 3 clusters Score -3895662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3895652.250000 Penalty: 5091.198242
	Iteration 62Q: 3 clusters Score -3895652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3895663.000000 Penalty: 5091.198242
	Iteration 63Q: 3 clusters Score -3895663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3895660.000000 Penalty: 5091.198242
	Iteration 64Q: 3 clusters Score -3895660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3895666.250000 Penalty: 5091.198242
	Iteration 65Q: 3 clusters Score -3895666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3895660.000000 Penalty: 5091.198242
	Iteration 66Q: 3 clusters Score -3895660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3895659.500000 Penalty: 5091.198242
	Iteration 67Q: 3 clusters Score -3895660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3895660.750000 Penalty: 5091.198242
	Iteration 68Q: 3 clusters Score -3895661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3895662.000000 Penalty: 5091.198242
	Iteration 69Q: 3 clusters Score -3895662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3895664.250000 Penalty: 5091.198242
	Iteration 70Q: 3 clusters Score -3895664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3895664.750000 Penalty: 5091.198242
	Iteration 71Q: 3 clusters Score -3895665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3895666.750000 Penalty: 5091.198242
	Iteration 72Q: 3 clusters Score -3895667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3895664.000000 Penalty: 5091.198242
	Iteration 73Q: 3 clusters Score -3895664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3895667.000000 Penalty: 5091.198242
	Iteration 74Q: 3 clusters Score -3895667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3895660.750000 Penalty: 5091.198242
	Iteration 75Q: 3 clusters Score -3895661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3895662.750000 Penalty: 5091.198242
	Iteration 76Q: 3 clusters Score -3895663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3895666.500000 Penalty: 5091.198242
	Iteration 77Q: 3 clusters Score -3895666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3895668.000000 Penalty: 5091.198242
	Iteration 78Q: 3 clusters Score -3895668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3895668.000000 Penalty: 5091.198242
	Iteration 79F: 3 clusters Score -3895668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (215491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Entering Unmasked Estep 
Score: -28826112.000000 Penalty: 3045.607178
	Iteration 0F: 2 clusters Score -2.882611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -28689690.000000 Penalty: 6091.214355
	Iteration 0F: 3 clusters Score -2.868969e+07 nChanged 103714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -28751654.000000 Penalty: 6091.214355
	Iteration 1F: 3 clusters Score -2.875165e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -28754196.000000 Penalty: 6091.214355
	Iteration 2Q: 3 clusters Score -2.87542e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -28758736.000000 Penalty: 6091.214355
	Iteration 3Q: 3 clusters Score -2.875874e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -28767308.000000 Penalty: 6091.214355
	Iteration 4F: 3 clusters Score -2.876731e+07 nChanged 18187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -28781718.000000 Penalty: 6091.214355
	Iteration 5F: 3 clusters Score -2.878172e+07 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -28799932.000000 Penalty: 6091.214355
	Iteration 6F: 3 clusters Score -2.879993e+07 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 203381 members 
Entering Unmasked Estep 
Score: -28814198.000000 Penalty: 6091.214355
	Iteration 7F: 3 clusters Score -2.88142e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 211615 members 
Entering Unmasked Estep 
Score: -28820400.000000 Penalty: 6091.214355
	Iteration 8Q: 3 clusters Score -2.88204e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 214367 members 
Entering Unmasked Estep 
Score: -28822440.000000 Penalty: 6091.214355
	Iteration 9Q: 3 clusters Score -2.882244e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 215037 members 
Entering Unmasked Estep 
Score: -28823072.000000 Penalty: 6091.214355
	Iteration 10Q: 3 clusters Score -2.882307e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215196 members 
Entering Unmasked Estep 
Score: -28823252.000000 Penalty: 6091.214355
	Iteration 11Q: 3 clusters Score -2.882325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -28823334.000000 Penalty: 6091.214355
	Iteration 12Q: 3 clusters Score -2.882333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 215263 members 
Entering Unmasked Estep 
Score: -28823398.000000 Penalty: 6091.214355
	Iteration 13Q: 3 clusters Score -2.88234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215269 members 
Entering Unmasked Estep 
Score: -28823416.000000 Penalty: 6091.214355
	Iteration 14Q: 3 clusters Score -2.882342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215272 members 
Entering Unmasked Estep 
Score: -28823432.000000 Penalty: 6091.214355
	Iteration 15Q: 3 clusters Score -2.882343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215272 members 
Entering Unmasked Estep 
Score: -28823438.000000 Penalty: 6091.214355
	Iteration 16Q: 3 clusters Score -2.882344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 215271 members 
Entering Unmasked Estep 
Score: -28823448.000000 Penalty: 6091.214355
	Iteration 17Q: 3 clusters Score -2.882345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 215271 members 
Entering Unmasked Estep 
Score: -28823442.000000 Penalty: 6091.214355
	Iteration 18Q: 3 clusters Score -2.882344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215272 members 
Entering Unmasked Estep 
Score: -28823460.000000 Penalty: 6091.214355
	Iteration 19Q: 3 clusters Score -2.882346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215274 members 
Entering Unmasked Estep 
Score: -28823448.000000 Penalty: 6091.214355
	Iteration 20F: 3 clusters Score -2.882345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -28823440.000000 Penalty: 6091.214355
	Iteration 21Q: 3 clusters Score -2.882344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -28823440.000000 Penalty: 6091.214355
	Iteration 22F: 3 clusters Score -2.882344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Entering Unmasked Estep 
Score: -4945719.500000 Penalty: 2609.460693
	Iteration 0F: 2 clusters Score -4945720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4920701.500000 Penalty: 5218.921387
	Iteration 0F: 3 clusters Score -4920702 nChanged 16817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4930143.500000 Penalty: 5218.921387
	Iteration 1F: 3 clusters Score -4930144 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4931011.000000 Penalty: 5218.921387
	Iteration 2F: 3 clusters Score -4931011 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4931910.500000 Penalty: 5218.921387
	Iteration 3F: 3 clusters Score -4931910 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4932989.500000 Penalty: 5218.921387
	Iteration 4F: 3 clusters Score -4932990 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4934149.000000 Penalty: 5218.921387
	Iteration 5F: 3 clusters Score -4934149 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4935362.500000 Penalty: 5218.921387
	Iteration 6F: 3 clusters Score -4935362 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4936579.500000 Penalty: 5218.921387
	Iteration 7F: 3 clusters Score -4936580 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4937802.500000 Penalty: 5218.921387
	Iteration 8F: 3 clusters Score -4937802 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4939074.500000 Penalty: 5218.921387
	Iteration 9F: 3 clusters Score -4939074 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4940327.500000 Penalty: 5218.921387
	Iteration 10Q: 3 clusters Score -4940328 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4941620.500000 Penalty: 5218.921387
	Iteration 11Q: 3 clusters Score -4941620 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4942621.500000 Penalty: 5218.921387
	Iteration 12Q: 3 clusters Score -4942622 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4943239.500000 Penalty: 5218.921387
	Iteration 13Q: 3 clusters Score -4943240 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4943538.000000 Penalty: 5218.921387
	Iteration 14Q: 3 clusters Score -4943538 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4943676.000000 Penalty: 5218.921387
	Iteration 15Q: 3 clusters Score -4943676 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4943724.500000 Penalty: 5218.921387
	Iteration 16Q: 3 clusters Score -4943724 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4943756.000000 Penalty: 5218.921387
	Iteration 17Q: 3 clusters Score -4943756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4943791.500000 Penalty: 5218.921387
	Iteration 18Q: 3 clusters Score -4943792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4943797.500000 Penalty: 5218.921387
	Iteration 19Q: 3 clusters Score -4943798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4943818.500000 Penalty: 5218.921387
	Iteration 20F: 3 clusters Score -4943818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4943822.000000 Penalty: 5218.921387
	Iteration 21Q: 3 clusters Score -4943822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4943834.500000 Penalty: 5218.921387
	Iteration 22Q: 3 clusters Score -4943834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4943852.500000 Penalty: 5218.921387
	Iteration 23Q: 3 clusters Score -4943852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4943851.000000 Penalty: 5218.921387
	Iteration 24Q: 3 clusters Score -4943851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4943848.000000 Penalty: 5218.921387
	Iteration 25Q: 3 clusters Score -4943848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4943857.000000 Penalty: 5218.921387
	Iteration 26Q: 3 clusters Score -4943857 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4943852.500000 Penalty: 5218.921387
	Iteration 27Q: 3 clusters Score -4943852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4943853.500000 Penalty: 5218.921387
	Iteration 28Q: 3 clusters Score -4943854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4943859.000000 Penalty: 5218.921387
	Iteration 29Q: 3 clusters Score -4943859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4943861.500000 Penalty: 5218.921387
	Iteration 30Q: 3 clusters Score -4943862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4943867.500000 Penalty: 5218.921387
	Iteration 31Q: 3 clusters Score -4943868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4943862.000000 Penalty: 5218.921387
	Iteration 32Q: 3 clusters Score -4943862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4943874.500000 Penalty: 5218.921387
	Iteration 33Q: 3 clusters Score -4943874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4943882.000000 Penalty: 5218.921387
	Iteration 34Q: 3 clusters Score -4943882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4943880.000000 Penalty: 5218.921387
	Iteration 35Q: 3 clusters Score -4943880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4943875.000000 Penalty: 5218.921387
	Iteration 36Q: 3 clusters Score -4943875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4943880.000000 Penalty: 5218.921387
	Iteration 37Q: 3 clusters Score -4943880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4943873.500000 Penalty: 5218.921387
	Iteration 38Q: 3 clusters Score -4943874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4943872.500000 Penalty: 5218.921387
	Iteration 39Q: 3 clusters Score -4943872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4943877.000000 Penalty: 5218.921387
	Iteration 40F: 3 clusters Score -4943877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4943883.000000 Penalty: 5218.921387
	Iteration 41Q: 3 clusters Score -4943883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -4943876.000000 Penalty: 5218.921387
	Iteration 42Q: 3 clusters Score -4943876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4943883.500000 Penalty: 5218.921387
	Iteration 43Q: 3 clusters Score -4943884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4943886.500000 Penalty: 5218.921387
	Iteration 44Q: 3 clusters Score -4943886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4943881.500000 Penalty: 5218.921387
	Iteration 45Q: 3 clusters Score -4943882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4943881.000000 Penalty: 5218.921387
	Iteration 46Q: 3 clusters Score -4943881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4943894.000000 Penalty: 5218.921387
	Iteration 47Q: 3 clusters Score -4943894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4943892.000000 Penalty: 5218.921387
	Iteration 48Q: 3 clusters Score -4943892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4943880.500000 Penalty: 5218.921387
	Iteration 49Q: 3 clusters Score -4943880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4943887.000000 Penalty: 5218.921387
	Iteration 50Q: 3 clusters Score -4943887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4943887.500000 Penalty: 5218.921387
	Iteration 51Q: 3 clusters Score -4943888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4943883.500000 Penalty: 5218.921387
	Iteration 52Q: 3 clusters Score -4943884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4943893.000000 Penalty: 5218.921387
	Iteration 53Q: 3 clusters Score -4943893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4943893.500000 Penalty: 5218.921387
	Iteration 54Q: 3 clusters Score -4943894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4943901.000000 Penalty: 5218.921387
	Iteration 55Q: 3 clusters Score -4943901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4943898.500000 Penalty: 5218.921387
	Iteration 56Q: 3 clusters Score -4943898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4943908.000000 Penalty: 5218.921387
	Iteration 57Q: 3 clusters Score -4943908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4943911.500000 Penalty: 5218.921387
	Iteration 58Q: 3 clusters Score -4943912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4943915.500000 Penalty: 5218.921387
	Iteration 59Q: 3 clusters Score -4943916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4943921.500000 Penalty: 5218.921387
	Iteration 60F: 3 clusters Score -4943922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4943921.500000 Penalty: 5218.921387
	Iteration 61Q: 3 clusters Score -4943922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4943929.500000 Penalty: 5218.921387
	Iteration 62Q: 3 clusters Score -4943930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4943923.500000 Penalty: 5218.921387
	Iteration 63Q: 3 clusters Score -4943924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4943934.000000 Penalty: 5218.921387
	Iteration 64Q: 3 clusters Score -4943934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4943927.500000 Penalty: 5218.921387
	Iteration 65Q: 3 clusters Score -4943928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4943934.000000 Penalty: 5218.921387
	Iteration 66Q: 3 clusters Score -4943934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4943941.500000 Penalty: 5218.921387
	Iteration 67Q: 3 clusters Score -4943942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4943942.500000 Penalty: 5218.921387
	Iteration 68Q: 3 clusters Score -4943942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4943938.500000 Penalty: 5218.921387
	Iteration 69Q: 3 clusters Score -4943938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4943930.000000 Penalty: 5218.921387
	Iteration 70Q: 3 clusters Score -4943930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4943935.000000 Penalty: 5218.921387
	Iteration 71Q: 3 clusters Score -4943935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4943935.500000 Penalty: 5218.921387
	Iteration 72Q: 3 clusters Score -4943936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4943934.000000 Penalty: 5218.921387
	Iteration 73Q: 3 clusters Score -4943934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4943944.000000 Penalty: 5218.921387
	Iteration 74Q: 3 clusters Score -4943944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4943946.500000 Penalty: 5218.921387
	Iteration 75Q: 3 clusters Score -4943946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4943943.500000 Penalty: 5218.921387
	Iteration 76Q: 3 clusters Score -4943944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4943946.500000 Penalty: 5218.921387
	Iteration 77Q: 3 clusters Score -4943946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4943939.500000 Penalty: 5218.921387
	Iteration 78Q: 3 clusters Score -4943940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -4943941.500000 Penalty: 5218.921387
	Iteration 79Q: 3 clusters Score -4943942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4943937.500000 Penalty: 5218.921387
	Iteration 80F: 3 clusters Score -4943938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4943937.000000 Penalty: 5218.921387
	Iteration 81Q: 3 clusters Score -4943937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4943933.500000 Penalty: 5218.921387
	Iteration 82Q: 3 clusters Score -4943934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4943937.000000 Penalty: 5218.921387
	Iteration 83Q: 3 clusters Score -4943937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4943938.500000 Penalty: 5218.921387
	Iteration 84Q: 3 clusters Score -4943938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4943943.500000 Penalty: 5218.921387
	Iteration 85Q: 3 clusters Score -4943944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4943935.000000 Penalty: 5218.921387
	Iteration 86Q: 3 clusters Score -4943935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4943944.000000 Penalty: 5218.921387
	Iteration 87Q: 3 clusters Score -4943944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -4943948.500000 Penalty: 5218.921387
	Iteration 88Q: 3 clusters Score -4943948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4943945.500000 Penalty: 5218.921387
	Iteration 89Q: 3 clusters Score -4943946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4943946.000000 Penalty: 5218.921387
	Iteration 90Q: 3 clusters Score -4943946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -4943948.500000 Penalty: 5218.921387
	Iteration 91Q: 3 clusters Score -4943948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4943943.500000 Penalty: 5218.921387
	Iteration 92Q: 3 clusters Score -4943944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4943943.500000 Penalty: 5218.921387
	Iteration 93F: 3 clusters Score -4943944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -861490.250000 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -861490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -855628.562500 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -855628.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -857217.125000 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -857217.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -857568.500000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -857568.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -857868.062500 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -857868.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -858144.437500 Penalty: 4406.766602
	Iteration 4F: 3 clusters Score -858144.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -858420.500000 Penalty: 4406.766602
	Iteration 5F: 3 clusters Score -858420.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -858729.750000 Penalty: 4406.766602
	Iteration 6F: 3 clusters Score -858729.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -858975.750000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -858975.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -859177.562500 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -859177.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -859351.375000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -859351.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -859511.375000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -859511.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -859672.000000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -859672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -859837.250000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -859837.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -860003.312500 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -860003.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -860178.062500 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -860178.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -860309.875000 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -860309.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -860391.937500 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -860391.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -860443.500000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -860443.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -860488.937500 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -860488.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -860524.187500 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -860524.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -860560.937500 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -860560.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -860593.437500 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -860593.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -860620.125000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -860620.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -860650.625000 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -860650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -860681.687500 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -860681.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -860701.312500 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -860701.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -860717.000000 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -860717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -860727.687500 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -860727.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -860738.000000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -860738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -860743.812500 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -860743.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -860751.625000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -860751.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -860758.000000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -860758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -860761.937500 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -860761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -860764.875000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -860764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -860769.250000 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -860769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -860772.687500 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -860772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -860778.062500 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -860778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -860781.187500 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -860781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -860789.312500 Penalty: 4406.766602
	Iteration 38Q: 3 clusters Score -860789.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -860794.125000 Penalty: 4406.766602
	Iteration 39Q: 3 clusters Score -860794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -860796.562500 Penalty: 4406.766602
	Iteration 40F: 3 clusters Score -860796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -860797.625000 Penalty: 4406.766602
	Iteration 41Q: 3 clusters Score -860797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -860801.125000 Penalty: 4406.766602
	Iteration 42Q: 3 clusters Score -860801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -860801.000000 Penalty: 4406.766602
	Iteration 43Q: 3 clusters Score -860801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -860800.375000 Penalty: 4406.766602
	Iteration 44Q: 3 clusters Score -860800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -860802.500000 Penalty: 4406.766602
	Iteration 45Q: 3 clusters Score -860802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -860803.500000 Penalty: 4406.766602
	Iteration 46Q: 3 clusters Score -860803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -860804.500000 Penalty: 4406.766602
	Iteration 47Q: 3 clusters Score -860804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -860806.312500 Penalty: 4406.766602
	Iteration 48Q: 3 clusters Score -860806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -860806.812500 Penalty: 4406.766602
	Iteration 49Q: 3 clusters Score -860806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -860809.437500 Penalty: 4406.766602
	Iteration 50Q: 3 clusters Score -860809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -860809.375000 Penalty: 4406.766602
	Iteration 51Q: 3 clusters Score -860809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -860811.875000 Penalty: 4406.766602
	Iteration 52Q: 3 clusters Score -860811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -860811.125000 Penalty: 4406.766602
	Iteration 53Q: 3 clusters Score -860811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -860812.812500 Penalty: 4406.766602
	Iteration 54Q: 3 clusters Score -860812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -860812.812500 Penalty: 4406.766602
	Iteration 55F: 3 clusters Score -860812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Entering Unmasked Estep 
Score: -697693.562500 Penalty: 2130.660400
	Iteration 0F: 2 clusters Score -697693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -692941.375000 Penalty: 4261.320801
	Iteration 0F: 3 clusters Score -692941.4 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -694132.000000 Penalty: 4261.320801
	Iteration 1F: 3 clusters Score -694132 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -694355.687500 Penalty: 4261.320801
	Iteration 2F: 3 clusters Score -694355.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -694512.687500 Penalty: 4261.320801
	Iteration 3F: 3 clusters Score -694512.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -694618.125000 Penalty: 4261.320801
	Iteration 4Q: 3 clusters Score -694618.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -694703.625000 Penalty: 4261.320801
	Iteration 5Q: 3 clusters Score -694703.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -694787.625000 Penalty: 4261.320801
	Iteration 6Q: 3 clusters Score -694787.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -694892.437500 Penalty: 4261.320801
	Iteration 7Q: 3 clusters Score -694892.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -695018.250000 Penalty: 4261.320801
	Iteration 8Q: 3 clusters Score -695018.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -695143.312500 Penalty: 4261.320801
	Iteration 9Q: 3 clusters Score -695143.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -695248.187500 Penalty: 4261.320801
	Iteration 10Q: 3 clusters Score -695248.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -695354.375000 Penalty: 4261.320801
	Iteration 11Q: 3 clusters Score -695354.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -695443.437500 Penalty: 4261.320801
	Iteration 12Q: 3 clusters Score -695443.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -695525.062500 Penalty: 4261.320801
	Iteration 13Q: 3 clusters Score -695525.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -695592.437500 Penalty: 4261.320801
	Iteration 14Q: 3 clusters Score -695592.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -695649.562500 Penalty: 4261.320801
	Iteration 15Q: 3 clusters Score -695649.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -695698.000000 Penalty: 4261.320801
	Iteration 16Q: 3 clusters Score -695698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -695745.187500 Penalty: 4261.320801
	Iteration 17Q: 3 clusters Score -695745.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -695794.187500 Penalty: 4261.320801
	Iteration 18Q: 3 clusters Score -695794.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -695830.312500 Penalty: 4261.320801
	Iteration 19Q: 3 clusters Score -695830.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -695890.437500 Penalty: 4261.320801
	Iteration 20F: 3 clusters Score -695890.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -695919.312500 Penalty: 4261.320801
	Iteration 21Q: 3 clusters Score -695919.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -695941.375000 Penalty: 4261.320801
	Iteration 22Q: 3 clusters Score -695941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -695956.625000 Penalty: 4261.320801
	Iteration 23Q: 3 clusters Score -695956.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -695969.312500 Penalty: 4261.320801
	Iteration 24Q: 3 clusters Score -695969.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -695978.500000 Penalty: 4261.320801
	Iteration 25Q: 3 clusters Score -695978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -695985.250000 Penalty: 4261.320801
	Iteration 26Q: 3 clusters Score -695985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -695988.625000 Penalty: 4261.320801
	Iteration 27Q: 3 clusters Score -695988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -695991.250000 Penalty: 4261.320801
	Iteration 28Q: 3 clusters Score -695991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -695999.750000 Penalty: 4261.320801
	Iteration 29Q: 3 clusters Score -695999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -696006.937500 Penalty: 4261.320801
	Iteration 30Q: 3 clusters Score -696006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -696009.250000 Penalty: 4261.320801
	Iteration 31Q: 3 clusters Score -696009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -696014.312500 Penalty: 4261.320801
	Iteration 32Q: 3 clusters Score -696014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -696014.562500 Penalty: 4261.320801
	Iteration 33Q: 3 clusters Score -696014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -696018.375000 Penalty: 4261.320801
	Iteration 34Q: 3 clusters Score -696018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -696028.250000 Penalty: 4261.320801
	Iteration 35Q: 3 clusters Score -696028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -696033.562500 Penalty: 4261.320801
	Iteration 36Q: 3 clusters Score -696033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -696039.125000 Penalty: 4261.320801
	Iteration 37Q: 3 clusters Score -696039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -696045.375000 Penalty: 4261.320801
	Iteration 38Q: 3 clusters Score -696045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -696049.937500 Penalty: 4261.320801
	Iteration 39Q: 3 clusters Score -696049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -696051.000000 Penalty: 4261.320801
	Iteration 40F: 3 clusters Score -696051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -696052.062500 Penalty: 4261.320801
	Iteration 41Q: 3 clusters Score -696052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -696052.062500 Penalty: 4261.320801
	Iteration 42F: 3 clusters Score -696052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Entering Unmasked Estep 
Score: -15125223.000000 Penalty: 2889.298828
	Iteration 0F: 2 clusters Score -1.512522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -15049442.000000 Penalty: 5778.597656
	Iteration 0F: 3 clusters Score -1.504944e+07 nChanged 54494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -15081434.000000 Penalty: 5778.597656
	Iteration 1F: 3 clusters Score -1.508143e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -15082921.000000 Penalty: 5778.597656
	Iteration 2Q: 3 clusters Score -1.508292e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -15084871.000000 Penalty: 5778.597656
	Iteration 3Q: 3 clusters Score -1.508487e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -15087317.000000 Penalty: 5778.597656
	Iteration 4Q: 3 clusters Score -1.508732e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -15090136.000000 Penalty: 5778.597656
	Iteration 5Q: 3 clusters Score -1.509014e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -15093344.000000 Penalty: 5778.597656
	Iteration 6F: 3 clusters Score -1.509334e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -15096733.000000 Penalty: 5778.597656
	Iteration 7F: 3 clusters Score -1.509673e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -15100766.000000 Penalty: 5778.597656
	Iteration 8F: 3 clusters Score -1.510077e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -15104928.000000 Penalty: 5778.597656
	Iteration 9F: 3 clusters Score -1.510493e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -15109270.000000 Penalty: 5778.597656
	Iteration 10F: 3 clusters Score -1.510927e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -15113055.000000 Penalty: 5778.597656
	Iteration 11Q: 3 clusters Score -1.511306e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -15116100.000000 Penalty: 5778.597656
	Iteration 12Q: 3 clusters Score -1.51161e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -15118424.000000 Penalty: 5778.597656
	Iteration 13Q: 3 clusters Score -1.511842e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -15120048.000000 Penalty: 5778.597656
	Iteration 14Q: 3 clusters Score -1.512005e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -15121118.000000 Penalty: 5778.597656
	Iteration 15Q: 3 clusters Score -1.512112e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -15121936.000000 Penalty: 5778.597656
	Iteration 16Q: 3 clusters Score -1.512194e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -15122589.000000 Penalty: 5778.597656
	Iteration 17Q: 3 clusters Score -1.512259e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -15123100.000000 Penalty: 5778.597656
	Iteration 18Q: 3 clusters Score -1.51231e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -15123353.000000 Penalty: 5778.597656
	Iteration 19Q: 3 clusters Score -1.512335e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -15123461.000000 Penalty: 5778.597656
	Iteration 20F: 3 clusters Score -1.512346e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -15123527.000000 Penalty: 5778.597656
	Iteration 21Q: 3 clusters Score -1.512353e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -15123571.000000 Penalty: 5778.597656
	Iteration 22Q: 3 clusters Score -1.512357e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -15123607.000000 Penalty: 5778.597656
	Iteration 23Q: 3 clusters Score -1.512361e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -15123636.000000 Penalty: 5778.597656
	Iteration 24Q: 3 clusters Score -1.512364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -15123651.000000 Penalty: 5778.597656
	Iteration 25Q: 3 clusters Score -1.512365e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -15123651.000000 Penalty: 5778.597656
	Iteration 26Q: 3 clusters Score -1.512365e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -15123661.000000 Penalty: 5778.597656
	Iteration 27Q: 3 clusters Score -1.512366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -15123672.000000 Penalty: 5778.597656
	Iteration 28Q: 3 clusters Score -1.512367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -15123680.000000 Penalty: 5778.597656
	Iteration 29Q: 3 clusters Score -1.512368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
Score: -15123673.000000 Penalty: 5778.597656
	Iteration 30Q: 3 clusters Score -1.512367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -15123674.000000 Penalty: 5778.597656
	Iteration 31Q: 3 clusters Score -1.512367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -15123683.000000 Penalty: 5778.597656
	Iteration 32Q: 3 clusters Score -1.512368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -15123663.000000 Penalty: 5778.597656
	Iteration 33Q: 3 clusters Score -1.512366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -15123679.000000 Penalty: 5778.597656
	Iteration 34Q: 3 clusters Score -1.512368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -15123679.000000 Penalty: 5778.597656
	Iteration 35Q: 3 clusters Score -1.512368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -15123678.000000 Penalty: 5778.597656
	Iteration 36Q: 3 clusters Score -1.512368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -15123685.000000 Penalty: 5778.597656
	Iteration 37Q: 3 clusters Score -1.512368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -15123695.000000 Penalty: 5778.597656
	Iteration 38Q: 3 clusters Score -1.51237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -15123687.000000 Penalty: 5778.597656
	Iteration 39Q: 3 clusters Score -1.512369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -15123696.000000 Penalty: 5778.597656
	Iteration 40F: 3 clusters Score -1.51237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -15123704.000000 Penalty: 5778.597656
	Iteration 41Q: 3 clusters Score -1.51237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -15123697.000000 Penalty: 5778.597656
	Iteration 42Q: 3 clusters Score -1.51237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -15123702.000000 Penalty: 5778.597656
	Iteration 43Q: 3 clusters Score -1.51237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -15123702.000000 Penalty: 5778.597656
	Iteration 44F: 3 clusters Score -1.51237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Entering Unmasked Estep 
Score: -2199566.750000 Penalty: 2431.254639
	Iteration 0F: 2 clusters Score -2199567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2186632.750000 Penalty: 4862.509277
	Iteration 0F: 3 clusters Score -2186633 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2191150.000000 Penalty: 4862.509277
	Iteration 1F: 3 clusters Score -2191150 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2191773.500000 Penalty: 4862.509277
	Iteration 2F: 3 clusters Score -2191774 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2192394.250000 Penalty: 4862.509277
	Iteration 3F: 3 clusters Score -2192394 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2193015.500000 Penalty: 4862.509277
	Iteration 4F: 3 clusters Score -2193016 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2193659.000000 Penalty: 4862.509277
	Iteration 5F: 3 clusters Score -2193659 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2194292.500000 Penalty: 4862.509277
	Iteration 6F: 3 clusters Score -2194292 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2194992.750000 Penalty: 4862.509277
	Iteration 7F: 3 clusters Score -2194993 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2195778.000000 Penalty: 4862.509277
	Iteration 8F: 3 clusters Score -2195778 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2196649.250000 Penalty: 4862.509277
	Iteration 9F: 3 clusters Score -2196649 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2197357.500000 Penalty: 4862.509277
	Iteration 10Q: 3 clusters Score -2197358 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2197789.750000 Penalty: 4862.509277
	Iteration 11Q: 3 clusters Score -2197790 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2198041.000000 Penalty: 4862.509277
	Iteration 12Q: 3 clusters Score -2198041 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2198217.500000 Penalty: 4862.509277
	Iteration 13Q: 3 clusters Score -2198218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2198349.500000 Penalty: 4862.509277
	Iteration 14Q: 3 clusters Score -2198350 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2198432.750000 Penalty: 4862.509277
	Iteration 15Q: 3 clusters Score -2198433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2198496.500000 Penalty: 4862.509277
	Iteration 16Q: 3 clusters Score -2198496 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2198536.000000 Penalty: 4862.509277
	Iteration 17Q: 3 clusters Score -2198536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2198569.500000 Penalty: 4862.509277
	Iteration 18Q: 3 clusters Score -2198570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2198588.000000 Penalty: 4862.509277
	Iteration 19Q: 3 clusters Score -2198588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2198589.250000 Penalty: 4862.509277
	Iteration 20F: 3 clusters Score -2198589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2198596.750000 Penalty: 4862.509277
	Iteration 21Q: 3 clusters Score -2198597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2198614.000000 Penalty: 4862.509277
	Iteration 22Q: 3 clusters Score -2198614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2198617.500000 Penalty: 4862.509277
	Iteration 23Q: 3 clusters Score -2198618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2198618.750000 Penalty: 4862.509277
	Iteration 24Q: 3 clusters Score -2198619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2198620.250000 Penalty: 4862.509277
	Iteration 25Q: 3 clusters Score -2198620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2198623.000000 Penalty: 4862.509277
	Iteration 26Q: 3 clusters Score -2198623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2198627.000000 Penalty: 4862.509277
	Iteration 27Q: 3 clusters Score -2198627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2198626.250000 Penalty: 4862.509277
	Iteration 28Q: 3 clusters Score -2198626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2198620.000000 Penalty: 4862.509277
	Iteration 29Q: 3 clusters Score -2198620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2198624.250000 Penalty: 4862.509277
	Iteration 30Q: 3 clusters Score -2198624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2198622.250000 Penalty: 4862.509277
	Iteration 31Q: 3 clusters Score -2198622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2198624.750000 Penalty: 4862.509277
	Iteration 32Q: 3 clusters Score -2198625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2198627.500000 Penalty: 4862.509277
	Iteration 33Q: 3 clusters Score -2198628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2198627.250000 Penalty: 4862.509277
	Iteration 34Q: 3 clusters Score -2198627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2198627.250000 Penalty: 4862.509277
	Iteration 35Q: 3 clusters Score -2198627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2198628.000000 Penalty: 4862.509277
	Iteration 36Q: 3 clusters Score -2198628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2198629.250000 Penalty: 4862.509277
	Iteration 37Q: 3 clusters Score -2198629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2198626.500000 Penalty: 4862.509277
	Iteration 38Q: 3 clusters Score -2198626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2198633.000000 Penalty: 4862.509277
	Iteration 39Q: 3 clusters Score -2198633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2198631.250000 Penalty: 4862.509277
	Iteration 40F: 3 clusters Score -2198631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2198631.250000 Penalty: 4862.509277
	Iteration 41Q: 3 clusters Score -2198631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2198631.250000 Penalty: 4862.509277
	Iteration 42Q: 3 clusters Score -2198631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2198633.500000 Penalty: 4862.509277
	Iteration 43Q: 3 clusters Score -2198634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2198632.250000 Penalty: 4862.509277
	Iteration 44Q: 3 clusters Score -2198632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2198632.000000 Penalty: 4862.509277
	Iteration 45Q: 3 clusters Score -2198632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2198636.250000 Penalty: 4862.509277
	Iteration 46Q: 3 clusters Score -2198636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2198640.000000 Penalty: 4862.509277
	Iteration 47Q: 3 clusters Score -2198640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2198635.250000 Penalty: 4862.509277
	Iteration 48Q: 3 clusters Score -2198635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2198637.750000 Penalty: 4862.509277
	Iteration 49Q: 3 clusters Score -2198638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2198639.000000 Penalty: 4862.509277
	Iteration 50Q: 3 clusters Score -2198639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2198637.250000 Penalty: 4862.509277
	Iteration 51Q: 3 clusters Score -2198637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2198640.500000 Penalty: 4862.509277
	Iteration 52Q: 3 clusters Score -2198640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2198635.250000 Penalty: 4862.509277
	Iteration 53Q: 3 clusters Score -2198635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2198638.500000 Penalty: 4862.509277
	Iteration 54Q: 3 clusters Score -2198638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2198642.500000 Penalty: 4862.509277
	Iteration 55Q: 3 clusters Score -2198642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2198643.750000 Penalty: 4862.509277
	Iteration 56Q: 3 clusters Score -2198644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2198641.000000 Penalty: 4862.509277
	Iteration 57Q: 3 clusters Score -2198641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2198644.000000 Penalty: 4862.509277
	Iteration 58Q: 3 clusters Score -2198644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2198644.000000 Penalty: 4862.509277
	Iteration 59F: 3 clusters Score -2198644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -605643.812500 Penalty: 2074.051270
	Iteration 0F: 2 clusters Score -605643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -601538.687500 Penalty: 4148.102539
	Iteration 0F: 3 clusters Score -601538.7 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -602449.625000 Penalty: 4148.102539
	Iteration 1F: 3 clusters Score -602449.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -602633.312500 Penalty: 4148.102539
	Iteration 2F: 3 clusters Score -602633.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -602738.437500 Penalty: 4148.102539
	Iteration 3Q: 3 clusters Score -602738.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -602834.312500 Penalty: 4148.102539
	Iteration 4Q: 3 clusters Score -602834.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -602913.437500 Penalty: 4148.102539
	Iteration 5Q: 3 clusters Score -602913.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -602965.250000 Penalty: 4148.102539
	Iteration 6Q: 3 clusters Score -602965.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -603028.250000 Penalty: 4148.102539
	Iteration 7Q: 3 clusters Score -603028.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -603081.500000 Penalty: 4148.102539
	Iteration 8Q: 3 clusters Score -603081.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -603122.375000 Penalty: 4148.102539
	Iteration 9Q: 3 clusters Score -603122.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -603162.375000 Penalty: 4148.102539
	Iteration 10Q: 3 clusters Score -603162.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -603201.187500 Penalty: 4148.102539
	Iteration 11Q: 3 clusters Score -603201.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -603244.562500 Penalty: 4148.102539
	Iteration 12Q: 3 clusters Score -603244.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -603285.000000 Penalty: 4148.102539
	Iteration 13Q: 3 clusters Score -603285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -603316.625000 Penalty: 4148.102539
	Iteration 14Q: 3 clusters Score -603316.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -603354.250000 Penalty: 4148.102539
	Iteration 15Q: 3 clusters Score -603354.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -603399.187500 Penalty: 4148.102539
	Iteration 16Q: 3 clusters Score -603399.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -603435.312500 Penalty: 4148.102539
	Iteration 17Q: 3 clusters Score -603435.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -603468.375000 Penalty: 4148.102539
	Iteration 18Q: 3 clusters Score -603468.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -603492.500000 Penalty: 4148.102539
	Iteration 19Q: 3 clusters Score -603492.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -603515.562500 Penalty: 4148.102539
	Iteration 20F: 3 clusters Score -603515.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -603532.625000 Penalty: 4148.102539
	Iteration 21Q: 3 clusters Score -603532.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -603544.187500 Penalty: 4148.102539
	Iteration 22Q: 3 clusters Score -603544.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -603552.937500 Penalty: 4148.102539
	Iteration 23Q: 3 clusters Score -603552.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -603567.250000 Penalty: 4148.102539
	Iteration 24Q: 3 clusters Score -603567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -603586.937500 Penalty: 4148.102539
	Iteration 25Q: 3 clusters Score -603586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -603602.437500 Penalty: 4148.102539
	Iteration 26Q: 3 clusters Score -603602.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -603612.750000 Penalty: 4148.102539
	Iteration 27Q: 3 clusters Score -603612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -603617.187500 Penalty: 4148.102539
	Iteration 28Q: 3 clusters Score -603617.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -603623.500000 Penalty: 4148.102539
	Iteration 29Q: 3 clusters Score -603623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -603629.687500 Penalty: 4148.102539
	Iteration 30Q: 3 clusters Score -603629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -603636.250000 Penalty: 4148.102539
	Iteration 31Q: 3 clusters Score -603636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -603643.125000 Penalty: 4148.102539
	Iteration 32Q: 3 clusters Score -603643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -603653.187500 Penalty: 4148.102539
	Iteration 33Q: 3 clusters Score -603653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -603669.375000 Penalty: 4148.102539
	Iteration 34Q: 3 clusters Score -603669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -603684.437500 Penalty: 4148.102539
	Iteration 35Q: 3 clusters Score -603684.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -603697.937500 Penalty: 4148.102539
	Iteration 36Q: 3 clusters Score -603697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -603711.000000 Penalty: 4148.102539
	Iteration 37Q: 3 clusters Score -603711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -603721.562500 Penalty: 4148.102539
	Iteration 38Q: 3 clusters Score -603721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -603735.562500 Penalty: 4148.102539
	Iteration 39Q: 3 clusters Score -603735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -603747.812500 Penalty: 4148.102539
	Iteration 40F: 3 clusters Score -603747.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -603762.375000 Penalty: 4148.102539
	Iteration 41Q: 3 clusters Score -603762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -603769.937500 Penalty: 4148.102539
	Iteration 42Q: 3 clusters Score -603769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -603778.437500 Penalty: 4148.102539
	Iteration 43Q: 3 clusters Score -603778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -603784.750000 Penalty: 4148.102539
	Iteration 44Q: 3 clusters Score -603784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -603791.812500 Penalty: 4148.102539
	Iteration 45Q: 3 clusters Score -603791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -603797.625000 Penalty: 4148.102539
	Iteration 46Q: 3 clusters Score -603797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -603800.375000 Penalty: 4148.102539
	Iteration 47Q: 3 clusters Score -603800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -603803.937500 Penalty: 4148.102539
	Iteration 48Q: 3 clusters Score -603803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -603807.000000 Penalty: 4148.102539
	Iteration 49Q: 3 clusters Score -603807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -603808.687500 Penalty: 4148.102539
	Iteration 50Q: 3 clusters Score -603808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -603809.375000 Penalty: 4148.102539
	Iteration 51Q: 3 clusters Score -603809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -603809.375000 Penalty: 4148.102539
	Iteration 52F: 3 clusters Score -603809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -891621.125000 Penalty: 2206.251953
	Iteration 0F: 2 clusters Score -891621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -885665.812500 Penalty: 4412.503906
	Iteration 0F: 3 clusters Score -885665.8 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -887349.687500 Penalty: 4412.503906
	Iteration 1F: 3 clusters Score -887349.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -887742.187500 Penalty: 4412.503906
	Iteration 2F: 3 clusters Score -887742.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -888029.375000 Penalty: 4412.503906
	Iteration 3F: 3 clusters Score -888029.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -888228.625000 Penalty: 4412.503906
	Iteration 4Q: 3 clusters Score -888228.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -888419.312500 Penalty: 4412.503906
	Iteration 5Q: 3 clusters Score -888419.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -888569.750000 Penalty: 4412.503906
	Iteration 6Q: 3 clusters Score -888569.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -888703.125000 Penalty: 4412.503906
	Iteration 7Q: 3 clusters Score -888703.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -888824.062500 Penalty: 4412.503906
	Iteration 8Q: 3 clusters Score -888824.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -888956.125000 Penalty: 4412.503906
	Iteration 9Q: 3 clusters Score -888956.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -889107.750000 Penalty: 4412.503906
	Iteration 10Q: 3 clusters Score -889107.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -889303.625000 Penalty: 4412.503906
	Iteration 11Q: 3 clusters Score -889303.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -889506.875000 Penalty: 4412.503906
	Iteration 12Q: 3 clusters Score -889506.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -889701.875000 Penalty: 4412.503906
	Iteration 13Q: 3 clusters Score -889701.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -889905.500000 Penalty: 4412.503906
	Iteration 14Q: 3 clusters Score -889905.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -890051.687500 Penalty: 4412.503906
	Iteration 15Q: 3 clusters Score -890051.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -890155.062500 Penalty: 4412.503906
	Iteration 16Q: 3 clusters Score -890155.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -890263.375000 Penalty: 4412.503906
	Iteration 17Q: 3 clusters Score -890263.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -890355.375000 Penalty: 4412.503906
	Iteration 18Q: 3 clusters Score -890355.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -890409.812500 Penalty: 4412.503906
	Iteration 19Q: 3 clusters Score -890409.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -890464.562500 Penalty: 4412.503906
	Iteration 20F: 3 clusters Score -890464.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -890500.625000 Penalty: 4412.503906
	Iteration 21Q: 3 clusters Score -890500.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -890526.500000 Penalty: 4412.503906
	Iteration 22Q: 3 clusters Score -890526.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -890541.187500 Penalty: 4412.503906
	Iteration 23Q: 3 clusters Score -890541.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -890560.250000 Penalty: 4412.503906
	Iteration 24Q: 3 clusters Score -890560.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -890572.250000 Penalty: 4412.503906
	Iteration 25Q: 3 clusters Score -890572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -890576.750000 Penalty: 4412.503906
	Iteration 26Q: 3 clusters Score -890576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -890582.250000 Penalty: 4412.503906
	Iteration 27Q: 3 clusters Score -890582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -890585.312500 Penalty: 4412.503906
	Iteration 28Q: 3 clusters Score -890585.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -890589.437500 Penalty: 4412.503906
	Iteration 29Q: 3 clusters Score -890589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -890593.437500 Penalty: 4412.503906
	Iteration 30Q: 3 clusters Score -890593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -890598.375000 Penalty: 4412.503906
	Iteration 31Q: 3 clusters Score -890598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -890600.062500 Penalty: 4412.503906
	Iteration 32Q: 3 clusters Score -890600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -890600.437500 Penalty: 4412.503906
	Iteration 33Q: 3 clusters Score -890600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -890602.125000 Penalty: 4412.503906
	Iteration 34Q: 3 clusters Score -890602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -890601.312500 Penalty: 4412.503906
	Iteration 35Q: 3 clusters Score -890601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -890600.500000 Penalty: 4412.503906
	Iteration 36Q: 3 clusters Score -890600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -890600.750000 Penalty: 4412.503906
	Iteration 37Q: 3 clusters Score -890600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -890600.750000 Penalty: 4412.503906
	Iteration 38F: 3 clusters Score -890600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (153882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Entering Unmasked Estep 
Score: -20646582.000000 Penalty: 2962.097412
	Iteration 0F: 2 clusters Score -2.064658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -20548028.000000 Penalty: 5924.194824
	Iteration 0F: 3 clusters Score -2.054803e+07 nChanged 73720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -20591980.000000 Penalty: 5924.194824
	Iteration 1F: 3 clusters Score -2.059198e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -20593804.000000 Penalty: 5924.194824
	Iteration 2Q: 3 clusters Score -2.05938e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -20596728.000000 Penalty: 5924.194824
	Iteration 3Q: 3 clusters Score -2.059673e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -20601296.000000 Penalty: 5924.194824
	Iteration 4Q: 3 clusters Score -2.06013e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -20607696.000000 Penalty: 5924.194824
	Iteration 5F: 3 clusters Score -2.06077e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -20614624.000000 Penalty: 5924.194824
	Iteration 6F: 3 clusters Score -2.061462e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -20620636.000000 Penalty: 5924.194824
	Iteration 7F: 3 clusters Score -2.062064e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -20626144.000000 Penalty: 5924.194824
	Iteration 8F: 3 clusters Score -2.062614e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -20630816.000000 Penalty: 5924.194824
	Iteration 9F: 3 clusters Score -2.063082e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -20634270.000000 Penalty: 5924.194824
	Iteration 10Q: 3 clusters Score -2.063427e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -20636434.000000 Penalty: 5924.194824
	Iteration 11Q: 3 clusters Score -2.063643e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -20637626.000000 Penalty: 5924.194824
	Iteration 12Q: 3 clusters Score -2.063763e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -20638478.000000 Penalty: 5924.194824
	Iteration 13Q: 3 clusters Score -2.063848e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -20639260.000000 Penalty: 5924.194824
	Iteration 14Q: 3 clusters Score -2.063926e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -20639918.000000 Penalty: 5924.194824
	Iteration 15Q: 3 clusters Score -2.063992e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -20640516.000000 Penalty: 5924.194824
	Iteration 16Q: 3 clusters Score -2.064052e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -20640932.000000 Penalty: 5924.194824
	Iteration 17Q: 3 clusters Score -2.064093e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -20641178.000000 Penalty: 5924.194824
	Iteration 18Q: 3 clusters Score -2.064118e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -20641382.000000 Penalty: 5924.194824
	Iteration 19Q: 3 clusters Score -2.064138e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -20641518.000000 Penalty: 5924.194824
	Iteration 20F: 3 clusters Score -2.064152e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -20641554.000000 Penalty: 5924.194824
	Iteration 21Q: 3 clusters Score -2.064155e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -20641586.000000 Penalty: 5924.194824
	Iteration 22Q: 3 clusters Score -2.064159e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -20641672.000000 Penalty: 5924.194824
	Iteration 23Q: 3 clusters Score -2.064167e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -20641732.000000 Penalty: 5924.194824
	Iteration 24Q: 3 clusters Score -2.064173e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -20641730.000000 Penalty: 5924.194824
	Iteration 25Q: 3 clusters Score -2.064173e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -20641760.000000 Penalty: 5924.194824
	Iteration 26Q: 3 clusters Score -2.064176e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -20641768.000000 Penalty: 5924.194824
	Iteration 27Q: 3 clusters Score -2.064177e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -20641800.000000 Penalty: 5924.194824
	Iteration 28Q: 3 clusters Score -2.06418e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -20641860.000000 Penalty: 5924.194824
	Iteration 29Q: 3 clusters Score -2.064186e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -20641882.000000 Penalty: 5924.194824
	Iteration 30Q: 3 clusters Score -2.064188e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -20641886.000000 Penalty: 5924.194824
	Iteration 31Q: 3 clusters Score -2.064189e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -20641896.000000 Penalty: 5924.194824
	Iteration 32Q: 3 clusters Score -2.06419e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -20641898.000000 Penalty: 5924.194824
	Iteration 33Q: 3 clusters Score -2.06419e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -20641932.000000 Penalty: 5924.194824
	Iteration 34Q: 3 clusters Score -2.064193e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -20641968.000000 Penalty: 5924.194824
	Iteration 35Q: 3 clusters Score -2.064197e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -20642048.000000 Penalty: 5924.194824
	Iteration 36Q: 3 clusters Score -2.064205e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -20642090.000000 Penalty: 5924.194824
	Iteration 37Q: 3 clusters Score -2.064209e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -20642068.000000 Penalty: 5924.194824
	Iteration 38Q: 3 clusters Score -2.064207e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -20642088.000000 Penalty: 5924.194824
	Iteration 39Q: 3 clusters Score -2.064209e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -20642140.000000 Penalty: 5924.194824
	Iteration 40F: 3 clusters Score -2.064214e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -20642108.000000 Penalty: 5924.194824
	Iteration 41Q: 3 clusters Score -2.064211e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -20642140.000000 Penalty: 5924.194824
	Iteration 42Q: 3 clusters Score -2.064214e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -20642194.000000 Penalty: 5924.194824
	Iteration 43Q: 3 clusters Score -2.064219e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -20642240.000000 Penalty: 5924.194824
	Iteration 44Q: 3 clusters Score -2.064224e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -20642274.000000 Penalty: 5924.194824
	Iteration 45Q: 3 clusters Score -2.064227e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -20642390.000000 Penalty: 5924.194824
	Iteration 46Q: 3 clusters Score -2.064239e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -20642364.000000 Penalty: 5924.194824
	Iteration 47Q: 3 clusters Score -2.064236e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -20642404.000000 Penalty: 5924.194824
	Iteration 48Q: 3 clusters Score -2.06424e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -20642390.000000 Penalty: 5924.194824
	Iteration 49Q: 3 clusters Score -2.064239e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -20642446.000000 Penalty: 5924.194824
	Iteration 50Q: 3 clusters Score -2.064245e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -20642456.000000 Penalty: 5924.194824
	Iteration 51Q: 3 clusters Score -2.064246e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -20642456.000000 Penalty: 5924.194824
	Iteration 52Q: 3 clusters Score -2.064246e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -20642530.000000 Penalty: 5924.194824
	Iteration 53Q: 3 clusters Score -2.064253e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -20642604.000000 Penalty: 5924.194824
	Iteration 54Q: 3 clusters Score -2.06426e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -20642562.000000 Penalty: 5924.194824
	Iteration 55Q: 3 clusters Score -2.064256e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -20642550.000000 Penalty: 5924.194824
	Iteration 56Q: 3 clusters Score -2.064255e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -20642614.000000 Penalty: 5924.194824
	Iteration 57Q: 3 clusters Score -2.064261e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -20642658.000000 Penalty: 5924.194824
	Iteration 58Q: 3 clusters Score -2.064266e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -20642734.000000 Penalty: 5924.194824
	Iteration 59Q: 3 clusters Score -2.064273e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -20642742.000000 Penalty: 5924.194824
	Iteration 60F: 3 clusters Score -2.064274e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -20642808.000000 Penalty: 5924.194824
	Iteration 61Q: 3 clusters Score -2.064281e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -20642874.000000 Penalty: 5924.194824
	Iteration 62Q: 3 clusters Score -2.064287e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -20642954.000000 Penalty: 5924.194824
	Iteration 63Q: 3 clusters Score -2.064295e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -20642956.000000 Penalty: 5924.194824
	Iteration 64Q: 3 clusters Score -2.064296e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -20643008.000000 Penalty: 5924.194824
	Iteration 65Q: 3 clusters Score -2.064301e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -20643058.000000 Penalty: 5924.194824
	Iteration 66Q: 3 clusters Score -2.064306e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -20643084.000000 Penalty: 5924.194824
	Iteration 67Q: 3 clusters Score -2.064308e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -20643104.000000 Penalty: 5924.194824
	Iteration 68Q: 3 clusters Score -2.06431e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -20643204.000000 Penalty: 5924.194824
	Iteration 69Q: 3 clusters Score -2.06432e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -20643198.000000 Penalty: 5924.194824
	Iteration 70Q: 3 clusters Score -2.06432e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -20643224.000000 Penalty: 5924.194824
	Iteration 71Q: 3 clusters Score -2.064322e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -20643324.000000 Penalty: 5924.194824
	Iteration 72Q: 3 clusters Score -2.064332e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -20643332.000000 Penalty: 5924.194824
	Iteration 73Q: 3 clusters Score -2.064333e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -20643386.000000 Penalty: 5924.194824
	Iteration 74Q: 3 clusters Score -2.064339e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -20643468.000000 Penalty: 5924.194824
	Iteration 75Q: 3 clusters Score -2.064347e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -20643438.000000 Penalty: 5924.194824
	Iteration 76Q: 3 clusters Score -2.064344e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -20643508.000000 Penalty: 5924.194824
	Iteration 77Q: 3 clusters Score -2.064351e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -20643556.000000 Penalty: 5924.194824
	Iteration 78Q: 3 clusters Score -2.064356e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -20643640.000000 Penalty: 5924.194824
	Iteration 79Q: 3 clusters Score -2.064364e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -20643624.000000 Penalty: 5924.194824
	Iteration 80F: 3 clusters Score -2.064362e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -20643632.000000 Penalty: 5924.194824
	Iteration 81Q: 3 clusters Score -2.064363e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -20643664.000000 Penalty: 5924.194824
	Iteration 82Q: 3 clusters Score -2.064366e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -20643638.000000 Penalty: 5924.194824
	Iteration 83Q: 3 clusters Score -2.064364e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -20643680.000000 Penalty: 5924.194824
	Iteration 84Q: 3 clusters Score -2.064368e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -20643704.000000 Penalty: 5924.194824
	Iteration 85Q: 3 clusters Score -2.06437e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 111934 members 
Entering Unmasked Estep 
Score: -20643740.000000 Penalty: 5924.194824
	Iteration 86Q: 3 clusters Score -2.064374e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -20643774.000000 Penalty: 5924.194824
	Iteration 87Q: 3 clusters Score -2.064377e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -20643828.000000 Penalty: 5924.194824
	Iteration 88Q: 3 clusters Score -2.064383e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -20643914.000000 Penalty: 5924.194824
	Iteration 89Q: 3 clusters Score -2.064391e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -20643962.000000 Penalty: 5924.194824
	Iteration 90Q: 3 clusters Score -2.064396e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -20644020.000000 Penalty: 5924.194824
	Iteration 91Q: 3 clusters Score -2.064402e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -20644132.000000 Penalty: 5924.194824
	Iteration 92Q: 3 clusters Score -2.064413e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -20644202.000000 Penalty: 5924.194824
	Iteration 93Q: 3 clusters Score -2.06442e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -20644228.000000 Penalty: 5924.194824
	Iteration 94Q: 3 clusters Score -2.064423e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -20644308.000000 Penalty: 5924.194824
	Iteration 95Q: 3 clusters Score -2.064431e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -20644404.000000 Penalty: 5924.194824
	Iteration 96Q: 3 clusters Score -2.06444e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 118945 members 
Entering Unmasked Estep 
Score: -20644392.000000 Penalty: 5924.194824
	Iteration 97Q: 3 clusters Score -2.064439e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -20644472.000000 Penalty: 5924.194824
	Iteration 98Q: 3 clusters Score -2.064447e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -20644564.000000 Penalty: 5924.194824
	Iteration 99Q: 3 clusters Score -2.064456e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -20644610.000000 Penalty: 5924.194824
	Iteration 100F: 3 clusters Score -2.064461e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 122276 members 
Entering Unmasked Estep 
Score: -20644782.000000 Penalty: 5924.194824
	Iteration 101Q: 3 clusters Score -2.064478e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -20644920.000000 Penalty: 5924.194824
	Iteration 102Q: 3 clusters Score -2.064492e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -20645038.000000 Penalty: 5924.194824
	Iteration 103Q: 3 clusters Score -2.064504e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -20645114.000000 Penalty: 5924.194824
	Iteration 104Q: 3 clusters Score -2.064511e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -20645248.000000 Penalty: 5924.194824
	Iteration 105Q: 3 clusters Score -2.064525e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 126595 members 
Entering Unmasked Estep 
Score: -20645346.000000 Penalty: 5924.194824
	Iteration 106Q: 3 clusters Score -2.064535e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 127451 members 
Entering Unmasked Estep 
Score: -20645422.000000 Penalty: 5924.194824
	Iteration 107Q: 3 clusters Score -2.064542e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -20645432.000000 Penalty: 5924.194824
	Iteration 108Q: 3 clusters Score -2.064543e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 129145 members 
Entering Unmasked Estep 
Score: -20645534.000000 Penalty: 5924.194824
	Iteration 109Q: 3 clusters Score -2.064553e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 129985 members 
Entering Unmasked Estep 
Score: -20645542.000000 Penalty: 5924.194824
	Iteration 110Q: 3 clusters Score -2.064554e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -20645524.000000 Penalty: 5924.194824
	Iteration 111Q: 3 clusters Score -2.064552e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -20645648.000000 Penalty: 5924.194824
	Iteration 112Q: 3 clusters Score -2.064565e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -20645662.000000 Penalty: 5924.194824
	Iteration 113Q: 3 clusters Score -2.064566e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -20645806.000000 Penalty: 5924.194824
	Iteration 114Q: 3 clusters Score -2.064581e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -20645804.000000 Penalty: 5924.194824
	Iteration 115Q: 3 clusters Score -2.06458e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -20645890.000000 Penalty: 5924.194824
	Iteration 116Q: 3 clusters Score -2.064589e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -20645990.000000 Penalty: 5924.194824
	Iteration 117Q: 3 clusters Score -2.064599e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 135625 members 
Entering Unmasked Estep 
Score: -20646006.000000 Penalty: 5924.194824
	Iteration 118Q: 3 clusters Score -2.064601e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -20645986.000000 Penalty: 5924.194824
	Iteration 119Q: 3 clusters Score -2.064599e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 136885 members 
Entering Unmasked Estep 
Score: -20645978.000000 Penalty: 5924.194824
	Iteration 120F: 3 clusters Score -2.064598e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -20645978.000000 Penalty: 5924.194824
	Iteration 121Q: 3 clusters Score -2.064598e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 138046 members 
Entering Unmasked Estep 
Score: -20645952.000000 Penalty: 5924.194824
	Iteration 122Q: 3 clusters Score -2.064595e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 138566 members 
Entering Unmasked Estep 
Score: -20645896.000000 Penalty: 5924.194824
	Iteration 123Q: 3 clusters Score -2.06459e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -20645904.000000 Penalty: 5924.194824
	Iteration 124Q: 3 clusters Score -2.06459e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -20645864.000000 Penalty: 5924.194824
	Iteration 125Q: 3 clusters Score -2.064586e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -20645902.000000 Penalty: 5924.194824
	Iteration 126Q: 3 clusters Score -2.06459e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -20645904.000000 Penalty: 5924.194824
	Iteration 127Q: 3 clusters Score -2.06459e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -20645860.000000 Penalty: 5924.194824
	Iteration 128Q: 3 clusters Score -2.064586e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -20646000.000000 Penalty: 5924.194824
	Iteration 129Q: 3 clusters Score -2.0646e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -20645978.000000 Penalty: 5924.194824
	Iteration 130Q: 3 clusters Score -2.064598e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -20646026.000000 Penalty: 5924.194824
	Iteration 131Q: 3 clusters Score -2.064603e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 142548 members 
Entering Unmasked Estep 
Score: -20646030.000000 Penalty: 5924.194824
	Iteration 132Q: 3 clusters Score -2.064603e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -20646054.000000 Penalty: 5924.194824
	Iteration 133Q: 3 clusters Score -2.064605e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 143283 members 
Entering Unmasked Estep 
Score: -20646038.000000 Penalty: 5924.194824
	Iteration 134Q: 3 clusters Score -2.064604e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -20646038.000000 Penalty: 5924.194824
	Iteration 135Q: 3 clusters Score -2.064604e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -20646048.000000 Penalty: 5924.194824
	Iteration 136Q: 3 clusters Score -2.064605e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -20645972.000000 Penalty: 5924.194824
	Iteration 137Q: 3 clusters Score -2.064597e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -20645944.000000 Penalty: 5924.194824
	Iteration 138Q: 3 clusters Score -2.064594e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -20645914.000000 Penalty: 5924.194824
	Iteration 139Q: 3 clusters Score -2.064591e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 145237 members 
Entering Unmasked Estep 
Score: -20645990.000000 Penalty: 5924.194824
	Iteration 140F: 3 clusters Score -2.064599e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -20645988.000000 Penalty: 5924.194824
	Iteration 141Q: 3 clusters Score -2.064599e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 145751 members 
Entering Unmasked Estep 
Score: -20646002.000000 Penalty: 5924.194824
	Iteration 142Q: 3 clusters Score -2.0646e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -20645972.000000 Penalty: 5924.194824
	Iteration 143Q: 3 clusters Score -2.064597e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 146203 members 
Entering Unmasked Estep 
Score: -20646036.000000 Penalty: 5924.194824
	Iteration 144Q: 3 clusters Score -2.064604e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 146431 members 
Entering Unmasked Estep 
Score: -20645992.000000 Penalty: 5924.194824
	Iteration 145Q: 3 clusters Score -2.064599e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -20645950.000000 Penalty: 5924.194824
	Iteration 146Q: 3 clusters Score -2.064595e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -20645958.000000 Penalty: 5924.194824
	Iteration 147Q: 3 clusters Score -2.064596e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 146995 members 
Entering Unmasked Estep 
Score: -20645926.000000 Penalty: 5924.194824
	Iteration 148Q: 3 clusters Score -2.064593e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -20645920.000000 Penalty: 5924.194824
	Iteration 149Q: 3 clusters Score -2.064592e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -20645918.000000 Penalty: 5924.194824
	Iteration 150Q: 3 clusters Score -2.064592e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -20645874.000000 Penalty: 5924.194824
	Iteration 151Q: 3 clusters Score -2.064587e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 147524 members 
Entering Unmasked Estep 
Score: -20645888.000000 Penalty: 5924.194824
	Iteration 152Q: 3 clusters Score -2.064589e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -20645884.000000 Penalty: 5924.194824
	Iteration 153Q: 3 clusters Score -2.064588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -20645878.000000 Penalty: 5924.194824
	Iteration 154Q: 3 clusters Score -2.064588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -20645866.000000 Penalty: 5924.194824
	Iteration 155Q: 3 clusters Score -2.064587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -20645866.000000 Penalty: 5924.194824
	Iteration 156Q: 3 clusters Score -2.064587e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -20645832.000000 Penalty: 5924.194824
	Iteration 157Q: 3 clusters Score -2.064583e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -20645834.000000 Penalty: 5924.194824
	Iteration 158Q: 3 clusters Score -2.064583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -20645836.000000 Penalty: 5924.194824
	Iteration 159Q: 3 clusters Score -2.064584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -20645844.000000 Penalty: 5924.194824
	Iteration 160F: 3 clusters Score -2.064584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 148129 members 
Entering Unmasked Estep 
Score: -20645828.000000 Penalty: 5924.194824
	Iteration 161Q: 3 clusters Score -2.064583e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -20645830.000000 Penalty: 5924.194824
	Iteration 162Q: 3 clusters Score -2.064583e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -20645806.000000 Penalty: 5924.194824
	Iteration 163Q: 3 clusters Score -2.064581e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -20645800.000000 Penalty: 5924.194824
	Iteration 164Q: 3 clusters Score -2.06458e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 148332 members 
Entering Unmasked Estep 
Score: -20645796.000000 Penalty: 5924.194824
	Iteration 165Q: 3 clusters Score -2.06458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -20645792.000000 Penalty: 5924.194824
	Iteration 166Q: 3 clusters Score -2.064579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -20645822.000000 Penalty: 5924.194824
	Iteration 167Q: 3 clusters Score -2.064582e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -20645834.000000 Penalty: 5924.194824
	Iteration 168Q: 3 clusters Score -2.064583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -20645808.000000 Penalty: 5924.194824
	Iteration 169Q: 3 clusters Score -2.064581e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -20645784.000000 Penalty: 5924.194824
	Iteration 170Q: 3 clusters Score -2.064578e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -20645774.000000 Penalty: 5924.194824
	Iteration 171Q: 3 clusters Score -2.064577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -20645766.000000 Penalty: 5924.194824
	Iteration 172Q: 3 clusters Score -2.064577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -20645770.000000 Penalty: 5924.194824
	Iteration 173Q: 3 clusters Score -2.064577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -20645770.000000 Penalty: 5924.194824
	Iteration 174Q: 3 clusters Score -2.064577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -20645756.000000 Penalty: 5924.194824
	Iteration 175Q: 3 clusters Score -2.064576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -20645742.000000 Penalty: 5924.194824
	Iteration 176Q: 3 clusters Score -2.064574e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -20645758.000000 Penalty: 5924.194824
	Iteration 177Q: 3 clusters Score -2.064576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 148948 members 
Entering Unmasked Estep 
Score: -20645764.000000 Penalty: 5924.194824
	Iteration 178Q: 3 clusters Score -2.064576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 148977 members 
Entering Unmasked Estep 
Score: -20645748.000000 Penalty: 5924.194824
	Iteration 179Q: 3 clusters Score -2.064575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 180F: 3 clusters Score -2.064572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -20645722.000000 Penalty: 5924.194824
	Iteration 181Q: 3 clusters Score -2.064572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -20645754.000000 Penalty: 5924.194824
	Iteration 182Q: 3 clusters Score -2.064575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -20645726.000000 Penalty: 5924.194824
	Iteration 183Q: 3 clusters Score -2.064573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -20645744.000000 Penalty: 5924.194824
	Iteration 184Q: 3 clusters Score -2.064574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -20645736.000000 Penalty: 5924.194824
	Iteration 185Q: 3 clusters Score -2.064574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -20645744.000000 Penalty: 5924.194824
	Iteration 186Q: 3 clusters Score -2.064574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -20645750.000000 Penalty: 5924.194824
	Iteration 187Q: 3 clusters Score -2.064575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 149134 members 
Entering Unmasked Estep 
Score: -20645738.000000 Penalty: 5924.194824
	Iteration 188Q: 3 clusters Score -2.064574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -20645742.000000 Penalty: 5924.194824
	Iteration 189Q: 3 clusters Score -2.064574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 149153 members 
Entering Unmasked Estep 
Score: -20645718.000000 Penalty: 5924.194824
	Iteration 190Q: 3 clusters Score -2.064572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -20645730.000000 Penalty: 5924.194824
	Iteration 191Q: 3 clusters Score -2.064573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -20645720.000000 Penalty: 5924.194824
	Iteration 192Q: 3 clusters Score -2.064572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -20645722.000000 Penalty: 5924.194824
	Iteration 193Q: 3 clusters Score -2.064572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -20645726.000000 Penalty: 5924.194824
	Iteration 194Q: 3 clusters Score -2.064573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 195Q: 3 clusters Score -2.064572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -20645706.000000 Penalty: 5924.194824
	Iteration 196Q: 3 clusters Score -2.064571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 149236 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 197Q: 3 clusters Score -2.064572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 149241 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 198Q: 3 clusters Score -2.064572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -20645712.000000 Penalty: 5924.194824
	Iteration 199Q: 3 clusters Score -2.064571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -20645724.000000 Penalty: 5924.194824
	Iteration 200F: 3 clusters Score -2.064572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -20645726.000000 Penalty: 5924.194824
	Iteration 201Q: 3 clusters Score -2.064573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -20645726.000000 Penalty: 5924.194824
	Iteration 202Q: 3 clusters Score -2.064573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 149264 members 
Entering Unmasked Estep 
Score: -20645724.000000 Penalty: 5924.194824
	Iteration 203Q: 3 clusters Score -2.064572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -20645720.000000 Penalty: 5924.194824
	Iteration 204Q: 3 clusters Score -2.064572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 149273 members 
Entering Unmasked Estep 
Score: -20645710.000000 Penalty: 5924.194824
	Iteration 205Q: 3 clusters Score -2.064571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 206Q: 3 clusters Score -2.064572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -20645716.000000 Penalty: 5924.194824
	Iteration 207Q: 3 clusters Score -2.064572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -20645722.000000 Penalty: 5924.194824
	Iteration 208Q: 3 clusters Score -2.064572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -20645722.000000 Penalty: 5924.194824
	Iteration 209Q: 3 clusters Score -2.064572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 149283 members 
Entering Unmasked Estep 
Score: -20645710.000000 Penalty: 5924.194824
	Iteration 210Q: 3 clusters Score -2.064571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -20645734.000000 Penalty: 5924.194824
	Iteration 211Q: 3 clusters Score -2.064573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 149290 members 
Entering Unmasked Estep 
Score: -20645714.000000 Penalty: 5924.194824
	Iteration 212Q: 3 clusters Score -2.064571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -20645698.000000 Penalty: 5924.194824
	Iteration 213Q: 3 clusters Score -2.06457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 149301 members 
Entering Unmasked Estep 
Score: -20645692.000000 Penalty: 5924.194824
	Iteration 214Q: 3 clusters Score -2.064569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -20645684.000000 Penalty: 5924.194824
	Iteration 215Q: 3 clusters Score -2.064568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -20645692.000000 Penalty: 5924.194824
	Iteration 216Q: 3 clusters Score -2.064569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -20645684.000000 Penalty: 5924.194824
	Iteration 217Q: 3 clusters Score -2.064568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -20645690.000000 Penalty: 5924.194824
	Iteration 218Q: 3 clusters Score -2.064569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 149324 members 
Entering Unmasked Estep 
Score: -20645688.000000 Penalty: 5924.194824
	Iteration 219Q: 3 clusters Score -2.064569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 149324 members 
Entering Unmasked Estep 
Score: -20645688.000000 Penalty: 5924.194824
	Iteration 220F: 3 clusters Score -2.064569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -118594.195312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -118594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116738.484375 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -116738.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117080.812500 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -117080.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117278.281250 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -117278.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117533.226562 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -117533.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -117917.546875 Penalty: 3388.113770
	Iteration 4F: 3 clusters Score -117917.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -118248.390625 Penalty: 3388.113770
	Iteration 5F: 3 clusters Score -118248.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -118337.898438 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -118337.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -118377.812500 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -118377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -118384.601562 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -118384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118391.289062 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -118391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118405.929688 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -118405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -118420.898438 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -118420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118431.734375 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -118431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118431.734375 Penalty: 3388.113770
	Iteration 13F: 3 clusters Score -118431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -946332.562500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -946332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -940563.187500 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -940563.2 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -941995.812500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -941995.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -942261.437500 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -942261.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -942445.375000 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -942445.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -942568.750000 Penalty: 4403.181641
	Iteration 4Q: 3 clusters Score -942568.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -942663.375000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -942663.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -942738.875000 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -942738.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -942809.312500 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -942809.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -942877.125000 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -942877.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -942931.500000 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -942931.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -942989.312500 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -942989.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -943040.562500 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -943040.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -943091.187500 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -943091.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -943144.500000 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -943144.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -943204.250000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -943204.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -943272.062500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -943272.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -943348.250000 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -943348.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -943435.562500 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -943435.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -943528.375000 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -943528.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -943622.250000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -943622.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -943724.500000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -943724.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -943833.687500 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -943833.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -943934.687500 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -943934.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -944031.687500 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -944031.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -944104.750000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -944104.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -944166.937500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -944166.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -944210.562500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -944210.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -944236.500000 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -944236.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -944251.187500 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -944251.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -944263.625000 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -944263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -944274.312500 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -944274.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -944279.625000 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -944279.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -944286.812500 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -944286.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -944296.187500 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -944296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -944298.750000 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -944298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -944304.937500 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -944304.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -944306.750000 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -944306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -944314.625000 Penalty: 4403.181641
	Iteration 37Q: 3 clusters Score -944314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -944314.500000 Penalty: 4403.181641
	Iteration 38Q: 3 clusters Score -944314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -944316.500000 Penalty: 4403.181641
	Iteration 39Q: 3 clusters Score -944316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -944321.750000 Penalty: 4403.181641
	Iteration 40F: 3 clusters Score -944321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -944327.187500 Penalty: 4403.181641
	Iteration 41Q: 3 clusters Score -944327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -944330.625000 Penalty: 4403.181641
	Iteration 42Q: 3 clusters Score -944330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -944334.375000 Penalty: 4403.181641
	Iteration 43Q: 3 clusters Score -944334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -944339.125000 Penalty: 4403.181641
	Iteration 44Q: 3 clusters Score -944339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -944340.000000 Penalty: 4403.181641
	Iteration 45Q: 3 clusters Score -944340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -944345.750000 Penalty: 4403.181641
	Iteration 46Q: 3 clusters Score -944345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -944346.687500 Penalty: 4403.181641
	Iteration 47Q: 3 clusters Score -944346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -944350.062500 Penalty: 4403.181641
	Iteration 48Q: 3 clusters Score -944350.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -944352.687500 Penalty: 4403.181641
	Iteration 49Q: 3 clusters Score -944352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -944354.812500 Penalty: 4403.181641
	Iteration 50Q: 3 clusters Score -944354.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -944356.812500 Penalty: 4403.181641
	Iteration 51Q: 3 clusters Score -944356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -944360.125000 Penalty: 4403.181641
	Iteration 52Q: 3 clusters Score -944360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -944361.812500 Penalty: 4403.181641
	Iteration 53Q: 3 clusters Score -944361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -944365.187500 Penalty: 4403.181641
	Iteration 54Q: 3 clusters Score -944365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -944370.187500 Penalty: 4403.181641
	Iteration 55Q: 3 clusters Score -944370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -944374.250000 Penalty: 4403.181641
	Iteration 56Q: 3 clusters Score -944374.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -944380.250000 Penalty: 4403.181641
	Iteration 57Q: 3 clusters Score -944380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -944386.750000 Penalty: 4403.181641
	Iteration 58Q: 3 clusters Score -944386.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -944390.375000 Penalty: 4403.181641
	Iteration 59Q: 3 clusters Score -944390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -944395.625000 Penalty: 4403.181641
	Iteration 60F: 3 clusters Score -944395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -944400.375000 Penalty: 4403.181641
	Iteration 61Q: 3 clusters Score -944400.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -944403.437500 Penalty: 4403.181641
	Iteration 62Q: 3 clusters Score -944403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -944402.375000 Penalty: 4403.181641
	Iteration 63Q: 3 clusters Score -944402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -944402.750000 Penalty: 4403.181641
	Iteration 64Q: 3 clusters Score -944402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -944402.750000 Penalty: 4403.181641
	Iteration 65F: 3 clusters Score -944402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Entering Unmasked Estep 
Score: -14335435.000000 Penalty: 2889.445557
	Iteration 0F: 2 clusters Score -1.433544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -14258207.000000 Penalty: 5778.891113
	Iteration 0F: 3 clusters Score -1.425821e+07 nChanged 54633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -14289651.000000 Penalty: 5778.891113
	Iteration 1F: 3 clusters Score -1.428965e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -14290868.000000 Penalty: 5778.891113
	Iteration 2Q: 3 clusters Score -1.429087e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -14292308.000000 Penalty: 5778.891113
	Iteration 3Q: 3 clusters Score -1.429231e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -14294383.000000 Penalty: 5778.891113
	Iteration 4Q: 3 clusters Score -1.429438e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -14297619.000000 Penalty: 5778.891113
	Iteration 5F: 3 clusters Score -1.429762e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -14302182.000000 Penalty: 5778.891113
	Iteration 6F: 3 clusters Score -1.430218e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -14308089.000000 Penalty: 5778.891113
	Iteration 7F: 3 clusters Score -1.430809e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -14314685.000000 Penalty: 5778.891113
	Iteration 8F: 3 clusters Score -1.431468e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -14320460.000000 Penalty: 5778.891113
	Iteration 9F: 3 clusters Score -1.432046e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -14324952.000000 Penalty: 5778.891113
	Iteration 10Q: 3 clusters Score -1.432495e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -14328205.000000 Penalty: 5778.891113
	Iteration 11Q: 3 clusters Score -1.43282e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -14330164.000000 Penalty: 5778.891113
	Iteration 12Q: 3 clusters Score -1.433016e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -14331280.000000 Penalty: 5778.891113
	Iteration 13Q: 3 clusters Score -1.433128e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -14331927.000000 Penalty: 5778.891113
	Iteration 14Q: 3 clusters Score -1.433193e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -14332298.000000 Penalty: 5778.891113
	Iteration 15Q: 3 clusters Score -1.43323e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14332509.000000 Penalty: 5778.891113
	Iteration 16Q: 3 clusters Score -1.433251e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14332696.000000 Penalty: 5778.891113
	Iteration 17Q: 3 clusters Score -1.43327e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112999 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14332829.000000 Penalty: 5778.891113
	Iteration 18Q: 3 clusters Score -1.433283e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113158 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -14332901.000000 Penalty: 5778.891113
	Iteration 19Q: 3 clusters Score -1.43329e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14332966.000000 Penalty: 5778.891113
	Iteration 20F: 3 clusters Score -1.433297e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -14333046.000000 Penalty: 5778.891113
	Iteration 21Q: 3 clusters Score -1.433305e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14333054.000000 Penalty: 5778.891113
	Iteration 22Q: 3 clusters Score -1.433305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113427 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14333060.000000 Penalty: 5778.891113
	Iteration 23Q: 3 clusters Score -1.433306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14333102.000000 Penalty: 5778.891113
	Iteration 24Q: 3 clusters Score -1.43331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14333114.000000 Penalty: 5778.891113
	Iteration 25Q: 3 clusters Score -1.433311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14333127.000000 Penalty: 5778.891113
	Iteration 26Q: 3 clusters Score -1.433313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14333127.000000 Penalty: 5778.891113
	Iteration 27Q: 3 clusters Score -1.433313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14333146.000000 Penalty: 5778.891113
	Iteration 28Q: 3 clusters Score -1.433315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14333153.000000 Penalty: 5778.891113
	Iteration 29Q: 3 clusters Score -1.433315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -14333153.000000 Penalty: 5778.891113
	Iteration 30Q: 3 clusters Score -1.433315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14333149.000000 Penalty: 5778.891113
	Iteration 31Q: 3 clusters Score -1.433315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14333152.000000 Penalty: 5778.891113
	Iteration 32Q: 3 clusters Score -1.433315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14333149.000000 Penalty: 5778.891113
	Iteration 33Q: 3 clusters Score -1.433315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14333142.000000 Penalty: 5778.891113
	Iteration 34Q: 3 clusters Score -1.433314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14333161.000000 Penalty: 5778.891113
	Iteration 35Q: 3 clusters Score -1.433316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14333169.000000 Penalty: 5778.891113
	Iteration 36Q: 3 clusters Score -1.433317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14333176.000000 Penalty: 5778.891113
	Iteration 37Q: 3 clusters Score -1.433318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14333173.000000 Penalty: 5778.891113
	Iteration 38Q: 3 clusters Score -1.433317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14333184.000000 Penalty: 5778.891113
	Iteration 39Q: 3 clusters Score -1.433318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14333180.000000 Penalty: 5778.891113
	Iteration 40F: 3 clusters Score -1.433318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14333180.000000 Penalty: 5778.891113
	Iteration 41Q: 3 clusters Score -1.433318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14333178.000000 Penalty: 5778.891113
	Iteration 42Q: 3 clusters Score -1.433318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -14333170.000000 Penalty: 5778.891113
	Iteration 43Q: 3 clusters Score -1.433317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -14333182.000000 Penalty: 5778.891113
	Iteration 44Q: 3 clusters Score -1.433318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113618 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14333169.000000 Penalty: 5778.891113
	Iteration 45Q: 3 clusters Score -1.433317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113619 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14333167.000000 Penalty: 5778.891113
	Iteration 46Q: 3 clusters Score -1.433317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14333160.000000 Penalty: 5778.891113
	Iteration 47Q: 3 clusters Score -1.433316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14333168.000000 Penalty: 5778.891113
	Iteration 48Q: 3 clusters Score -1.433317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14333172.000000 Penalty: 5778.891113
	Iteration 49Q: 3 clusters Score -1.433317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14333178.000000 Penalty: 5778.891113
	Iteration 50Q: 3 clusters Score -1.433318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14333172.000000 Penalty: 5778.891113
	Iteration 51Q: 3 clusters Score -1.433317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14333177.000000 Penalty: 5778.891113
	Iteration 52Q: 3 clusters Score -1.433318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14333184.000000 Penalty: 5778.891113
	Iteration 53Q: 3 clusters Score -1.433318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14333184.000000 Penalty: 5778.891113
	Iteration 54F: 3 clusters Score -1.433318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63016.187500 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -63016.19 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 281 members 
Entering Unmasked Estep 
Score: -61478.539062 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -61478.54 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61700.777344 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -61700.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61756.039062 Penalty: 3101.899170
	Iteration 2Q: 3 clusters Score -61756.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61786.800781 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -61786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61817.781250 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -61817.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61836.085938 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -61836.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61839.039062 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -61839.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61846.070312 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -61846.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61847.339844 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -61847.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61847.339844 Penalty: 3101.899170
	Iteration 9F: 3 clusters Score -61847.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -1348463.125000 Penalty: 2308.611572
	Iteration 0F: 2 clusters Score -1348463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1340173.000000 Penalty: 4617.223145
	Iteration 0F: 3 clusters Score -1340173 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1342805.500000 Penalty: 4617.223145
	Iteration 1F: 3 clusters Score -1342806 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1343335.625000 Penalty: 4617.223145
	Iteration 2F: 3 clusters Score -1343336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1343851.875000 Penalty: 4617.223145
	Iteration 3F: 3 clusters Score -1343852 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1344318.500000 Penalty: 4617.223145
	Iteration 4F: 3 clusters Score -1344318 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1344854.750000 Penalty: 4617.223145
	Iteration 5F: 3 clusters Score -1344855 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1345456.375000 Penalty: 4617.223145
	Iteration 6F: 3 clusters Score -1345456 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1346091.750000 Penalty: 4617.223145
	Iteration 7F: 3 clusters Score -1346092 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1346619.875000 Penalty: 4617.223145
	Iteration 8F: 3 clusters Score -1346620 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1346978.125000 Penalty: 4617.223145
	Iteration 9Q: 3 clusters Score -1346978 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1347239.500000 Penalty: 4617.223145
	Iteration 10Q: 3 clusters Score -1347240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1347420.750000 Penalty: 4617.223145
	Iteration 11Q: 3 clusters Score -1347421 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1347537.375000 Penalty: 4617.223145
	Iteration 12Q: 3 clusters Score -1347537 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1347630.750000 Penalty: 4617.223145
	Iteration 13Q: 3 clusters Score -1347631 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1347680.500000 Penalty: 4617.223145
	Iteration 14Q: 3 clusters Score -1347680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1347718.750000 Penalty: 4617.223145
	Iteration 15Q: 3 clusters Score -1347719 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1347744.875000 Penalty: 4617.223145
	Iteration 16Q: 3 clusters Score -1347745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1347771.625000 Penalty: 4617.223145
	Iteration 17Q: 3 clusters Score -1347772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1347788.000000 Penalty: 4617.223145
	Iteration 18Q: 3 clusters Score -1347788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1347801.250000 Penalty: 4617.223145
	Iteration 19Q: 3 clusters Score -1347801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1347813.500000 Penalty: 4617.223145
	Iteration 20F: 3 clusters Score -1347814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1347826.875000 Penalty: 4617.223145
	Iteration 21Q: 3 clusters Score -1347827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1347836.625000 Penalty: 4617.223145
	Iteration 22Q: 3 clusters Score -1347837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1347845.625000 Penalty: 4617.223145
	Iteration 23Q: 3 clusters Score -1347846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1347849.625000 Penalty: 4617.223145
	Iteration 24Q: 3 clusters Score -1347850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1347850.375000 Penalty: 4617.223145
	Iteration 25Q: 3 clusters Score -1347850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1347855.125000 Penalty: 4617.223145
	Iteration 26Q: 3 clusters Score -1347855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1347854.750000 Penalty: 4617.223145
	Iteration 27Q: 3 clusters Score -1347855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1347855.500000 Penalty: 4617.223145
	Iteration 28Q: 3 clusters Score -1347856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1347855.500000 Penalty: 4617.223145
	Iteration 29F: 3 clusters Score -1347856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -552336.812500 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -552336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -548033.687500 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -548033.7 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -549240.625000 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -549240.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -549701.812500 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -549701.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -550049.187500 Penalty: 4192.463867
	Iteration 3F: 3 clusters Score -550049.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -550313.812500 Penalty: 4192.463867
	Iteration 4F: 3 clusters Score -550313.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -550537.875000 Penalty: 4192.463867
	Iteration 5F: 3 clusters Score -550537.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -550733.062500 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -550733.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -550868.625000 Penalty: 4192.463867
	Iteration 7Q: 3 clusters Score -550868.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -550964.937500 Penalty: 4192.463867
	Iteration 8Q: 3 clusters Score -550964.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -551055.250000 Penalty: 4192.463867
	Iteration 9Q: 3 clusters Score -551055.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -551116.375000 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -551116.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551155.750000 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -551155.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -551179.250000 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -551179.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -551196.250000 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -551196.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -551207.812500 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -551207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -551218.937500 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -551218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -551228.000000 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -551228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -551237.875000 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -551237.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -551249.000000 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -551249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -551260.750000 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -551260.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -551276.187500 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -551276.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -551287.312500 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -551287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -551295.187500 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -551295.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -551303.500000 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -551303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -551314.125000 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -551314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -551329.062500 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -551329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -551346.187500 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -551346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -551359.750000 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -551359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -551372.437500 Penalty: 4192.463867
	Iteration 28Q: 3 clusters Score -551372.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -551381.375000 Penalty: 4192.463867
	Iteration 29Q: 3 clusters Score -551381.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -551391.937500 Penalty: 4192.463867
	Iteration 30Q: 3 clusters Score -551391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -551397.812500 Penalty: 4192.463867
	Iteration 31Q: 3 clusters Score -551397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -551403.250000 Penalty: 4192.463867
	Iteration 32Q: 3 clusters Score -551403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -551406.000000 Penalty: 4192.463867
	Iteration 33Q: 3 clusters Score -551406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -551407.125000 Penalty: 4192.463867
	Iteration 34Q: 3 clusters Score -551407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -551409.250000 Penalty: 4192.463867
	Iteration 35Q: 3 clusters Score -551409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -551411.562500 Penalty: 4192.463867
	Iteration 36Q: 3 clusters Score -551411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -551414.187500 Penalty: 4192.463867
	Iteration 37Q: 3 clusters Score -551414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -551416.375000 Penalty: 4192.463867
	Iteration 38Q: 3 clusters Score -551416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -551419.312500 Penalty: 4192.463867
	Iteration 39Q: 3 clusters Score -551419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -551419.812500 Penalty: 4192.463867
	Iteration 40F: 3 clusters Score -551419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -551421.250000 Penalty: 4192.463867
	Iteration 41Q: 3 clusters Score -551421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -551423.437500 Penalty: 4192.463867
	Iteration 42Q: 3 clusters Score -551423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -551424.125000 Penalty: 4192.463867
	Iteration 43Q: 3 clusters Score -551424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -551426.625000 Penalty: 4192.463867
	Iteration 44Q: 3 clusters Score -551426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -551426.125000 Penalty: 4192.463867
	Iteration 45Q: 3 clusters Score -551426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -551426.125000 Penalty: 4192.463867
	Iteration 46F: 3 clusters Score -551426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 98006 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115091 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40053 members 
Mstep: Class 15 contains 172516 members 
Mstep: Class 16 contains 131528 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 215491 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18096 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153882 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114805 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076080.000000 Penalty: 112337.296875
Iteration 479Q: 33 clusters Score -1.810761e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 98003 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115091 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 172506 members 
Mstep: Class 16 contains 131527 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215493 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114736 members 
Mstep: Class 23 contains 18092 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153895 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114812 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076256.000000 Penalty: 112337.296875
Iteration 480F: 33 clusters Score -1.810763e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 97992 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115097 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40053 members 
Mstep: Class 15 contains 172499 members 
Mstep: Class 16 contains 131526 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215492 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18087 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153901 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114823 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076240.000000 Penalty: 112337.296875
Iteration 481Q: 33 clusters Score -1.810762e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97985 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115100 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 172498 members 
Mstep: Class 16 contains 131527 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215487 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18080 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153911 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114828 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076352.000000 Penalty: 112337.296875
Iteration 482Q: 33 clusters Score -1.810764e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97980 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115101 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 172495 members 
Mstep: Class 16 contains 131527 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 215487 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18077 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 153917 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114832 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076336.000000 Penalty: 112337.296875
Iteration 483Q: 33 clusters Score -1.810763e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97977 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115102 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 172491 members 
Mstep: Class 16 contains 131524 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215485 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18078 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 153919 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114840 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076352.000000 Penalty: 112337.296875
Iteration 484Q: 33 clusters Score -1.810764e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97975 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115102 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172484 members 
Mstep: Class 16 contains 131524 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215485 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18078 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 153923 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114851 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076288.000000 Penalty: 112337.296875
Iteration 485Q: 33 clusters Score -1.810763e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97972 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115101 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172481 members 
Mstep: Class 16 contains 131521 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215483 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114736 members 
Mstep: Class 23 contains 18074 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 153931 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114859 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076352.000000 Penalty: 112337.296875
Iteration 486Q: 33 clusters Score -1.810764e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97972 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115099 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14174 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172479 members 
Mstep: Class 16 contains 131516 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 215482 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 18067 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 153943 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114862 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076256.000000 Penalty: 112337.296875
Iteration 487Q: 33 clusters Score -1.810763e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97968 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14174 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 172480 members 
Mstep: Class 16 contains 131513 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 215478 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114734 members 
Mstep: Class 23 contains 18064 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 153949 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114870 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076192.000000 Penalty: 112337.296875
Iteration 488Q: 33 clusters Score -1.810762e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97965 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115091 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14175 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172478 members 
Mstep: Class 16 contains 131508 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215475 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 18061 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 153963 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114873 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076208.000000 Penalty: 112337.296875
Iteration 489Q: 33 clusters Score -1.810762e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97962 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115090 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14175 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172473 members 
Mstep: Class 16 contains 131506 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215475 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 114733 members 
Mstep: Class 23 contains 18052 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7296 members 
Mstep: Class 26 contains 153970 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114885 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076288.000000 Penalty: 112337.296875
Iteration 490Q: 33 clusters Score -1.810763e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97962 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115085 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14175 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40051 members 
Mstep: Class 15 contains 172474 members 
Mstep: Class 16 contains 131500 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215477 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 114734 members 
Mstep: Class 23 contains 18040 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7297 members 
Mstep: Class 26 contains 153979 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076208.000000 Penalty: 112337.296875
Iteration 491Q: 33 clusters Score -1.810762e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 97957 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115085 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14175 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40049 members 
Mstep: Class 15 contains 172477 members 
Mstep: Class 16 contains 131499 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215473 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 18022 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 153991 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114904 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076336.000000 Penalty: 112337.296875
Iteration 492Q: 33 clusters Score -1.810763e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 97949 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115089 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14176 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 40047 members 
Mstep: Class 15 contains 172481 members 
Mstep: Class 16 contains 131496 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 215470 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7301 members 
Mstep: Class 26 contains 153998 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114912 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076496.000000 Penalty: 112337.296875
Iteration 493Q: 33 clusters Score -1.810765e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 97938 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115094 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40043 members 
Mstep: Class 15 contains 172481 members 
Mstep: Class 16 contains 131494 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215464 members 
Mstep: Class 19 contains 37119 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 114736 members 
Mstep: Class 23 contains 17994 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154001 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114925 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076448.000000 Penalty: 112337.296875
Iteration 494Q: 33 clusters Score -1.810764e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 97926 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 115098 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14184 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 40043 members 
Mstep: Class 15 contains 172482 members 
Mstep: Class 16 contains 131495 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215461 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 17978 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154008 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114931 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076448.000000 Penalty: 112337.296875
Iteration 495Q: 33 clusters Score -1.810764e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 97920 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115098 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14185 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 40043 members 
Mstep: Class 15 contains 172487 members 
Mstep: Class 16 contains 131499 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215460 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 17952 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154016 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114944 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11031 members 
Mstep: Class 32 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076400.000000 Penalty: 112337.296875
Iteration 496Q: 33 clusters Score -1.810764e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 97912 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 115103 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14187 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 40043 members 
Mstep: Class 15 contains 172489 members 
Mstep: Class 16 contains 131493 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215459 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 17934 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154020 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114956 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076384.000000 Penalty: 112337.296875
Iteration 497Q: 33 clusters Score -1.810764e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 97901 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115109 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 14190 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 40045 members 
Mstep: Class 15 contains 172494 members 
Mstep: Class 16 contains 131483 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215460 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 17918 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154017 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114976 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076480.000000 Penalty: 112337.296875
Iteration 498Q: 33 clusters Score -1.810765e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18761 members 
Mstep: Class 4 contains 97895 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 115112 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 40046 members 
Mstep: Class 15 contains 172494 members 
Mstep: Class 16 contains 131480 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 215457 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114736 members 
Mstep: Class 23 contains 17902 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154021 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114988 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076384.000000 Penalty: 112337.296875
Iteration 499Q: 33 clusters Score -1.810764e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 18763 members 
Mstep: Class 4 contains 97880 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 115111 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 14193 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 40045 members 
Mstep: Class 15 contains 172498 members 
Mstep: Class 16 contains 131473 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 215458 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 114737 members 
Mstep: Class 23 contains 17895 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 154036 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 7168 members 
Mstep: Class 29 contains 114993 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076272.000000 Penalty: 112337.296875
Iteration 500F: 33 clusters Score -1.810763e+08 nChanged 79
Maximum iterations exceeded
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -540103296.000000 Penalty: 121055.882812
21->33 Clusters: Score -540103296.000000, best is -540155072.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 66772 members 
Mstep: Class 3 contains 67235 members 
Mstep: Class 4 contains 66974 members 
Mstep: Class 5 contains 66932 members 
Mstep: Class 6 contains 66827 members 
Mstep: Class 7 contains 66504 members 
Mstep: Class 8 contains 66413 members 
Mstep: Class 9 contains 66767 members 
Mstep: Class 10 contains 66864 members 
Mstep: Class 11 contains 67415 members 
Mstep: Class 12 contains 66797 members 
Mstep: Class 13 contains 66897 members 
Mstep: Class 14 contains 67179 members 
Mstep: Class 15 contains 66624 members 
Mstep: Class 16 contains 66955 members 
Mstep: Class 17 contains 67302 members 
Mstep: Class 18 contains 66281 members 
Mstep: Class 19 contains 67110 members 
Mstep: Class 20 contains 66880 members 
Mstep: Class 21 contains 66999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1323.772339 but Gain 3510.539062
Score: -174709376.000000 Penalty: 70210.812500
Iteration 0F: 21 clusters Score -1.747094e+08 nChanged 1331275
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 3 contains 74751 members 
Mstep: Class 4 contains 50841 members 
Mstep: Class 5 contains 61172 members 
Mstep: Class 6 contains 40793 members 
Mstep: Class 7 contains 56428 members 
Mstep: Class 8 contains 93624 members 
Mstep: Class 9 contains 86488 members 
Mstep: Class 10 contains 48638 members 
Mstep: Class 11 contains 126914 members 
Mstep: Class 12 contains 51841 members 
Mstep: Class 13 contains 47572 members 
Mstep: Class 14 contains 73725 members 
Mstep: Class 15 contains 102917 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 17 contains 95382 members 
Mstep: Class 18 contains 36351 members 
Mstep: Class 19 contains 65440 members 
Mstep: Class 20 contains 58094 members 
Mstep: Class 21 contains 139941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178061792.000000 Penalty: 70210.812500
Iteration 1F: 21 clusters Score -1.780618e+08 nChanged 578823
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 3 contains 72914 members 
Mstep: Class 4 contains 43548 members 
Mstep: Class 5 contains 71013 members 
Mstep: Class 6 contains 32257 members 
Mstep: Class 7 contains 46956 members 
Mstep: Class 8 contains 143669 members 
Mstep: Class 9 contains 111045 members 
Mstep: Class 10 contains 43868 members 
Mstep: Class 11 contains 188001 members 
Mstep: Class 12 contains 45013 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 67687 members 
Mstep: Class 15 contains 70314 members 
Mstep: Class 16 contains 38934 members 
Mstep: Class 17 contains 67765 members 
Mstep: Class 18 contains 29434 members 
Mstep: Class 19 contains 65840 members 
Mstep: Class 20 contains 54163 members 
Mstep: Class 21 contains 139663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179281152.000000 Penalty: 70210.812500
Iteration 2F: 21 clusters Score -1.792812e+08 nChanged 423860
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 3 contains 81262 members 
Mstep: Class 4 contains 32773 members 
Mstep: Class 5 contains 85398 members 
Mstep: Class 6 contains 21689 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 192116 members 
Mstep: Class 9 contains 126859 members 
Mstep: Class 10 contains 45885 members 
Mstep: Class 11 contains 203636 members 
Mstep: Class 12 contains 41425 members 
Mstep: Class 13 contains 53630 members 
Mstep: Class 14 contains 63009 members 
Mstep: Class 15 contains 35527 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 61692 members 
Mstep: Class 18 contains 37441 members 
Mstep: Class 19 contains 58354 members 
Mstep: Class 20 contains 44996 members 
Mstep: Class 21 contains 134339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179901008.000000 Penalty: 70210.812500
Iteration 3F: 21 clusters Score -1.79901e+08 nChanged 308029
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 3 contains 93305 members 
Mstep: Class 4 contains 21663 members 
Mstep: Class 5 contains 107386 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 37808 members 
Mstep: Class 8 contains 230719 members 
Mstep: Class 9 contains 136887 members 
Mstep: Class 10 contains 43606 members 
Mstep: Class 11 contains 193183 members 
Mstep: Class 12 contains 38157 members 
Mstep: Class 13 contains 60056 members 
Mstep: Class 14 contains 57590 members 
Mstep: Class 15 contains 18529 members 
Mstep: Class 16 contains 19903 members 
Mstep: Class 17 contains 66707 members 
Mstep: Class 18 contains 50674 members 
Mstep: Class 19 contains 48681 members 
Mstep: Class 20 contains 37705 members 
Mstep: Class 21 contains 117950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180212592.000000 Penalty: 70210.812500
Iteration 4F: 21 clusters Score -1.802126e+08 nChanged 222426
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 3 contains 106604 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 122791 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 39379 members 
Mstep: Class 8 contains 255520 members 
Mstep: Class 9 contains 142677 members 
Mstep: Class 10 contains 37538 members 
Mstep: Class 11 contains 179774 members 
Mstep: Class 12 contains 36633 members 
Mstep: Class 13 contains 61638 members 
Mstep: Class 14 contains 53193 members 
Mstep: Class 15 contains 12478 members 
Mstep: Class 16 contains 15998 members 
Mstep: Class 17 contains 69824 members 
Mstep: Class 18 contains 59642 members 
Mstep: Class 19 contains 41619 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 101417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3171.483887 but Gain 3510.546875
Score: -180389632.000000 Penalty: 66700.265625
Iteration 5F: 20 clusters Score -1.803896e+08 nChanged 174425
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 3 contains 120456 members 
Mstep: Class 4 contains 9541 members 
Mstep: Class 5 contains 130682 members 
Mstep: Class 7 contains 41068 members 
Mstep: Class 8 contains 266045 members 
Mstep: Class 9 contains 148722 members 
Mstep: Class 10 contains 33133 members 
Mstep: Class 11 contains 172998 members 
Mstep: Class 12 contains 35827 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 50011 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 16 contains 14162 members 
Mstep: Class 17 contains 69780 members 
Mstep: Class 18 contains 65311 members 
Mstep: Class 19 contains 37222 members 
Mstep: Class 20 contains 36837 members 
Mstep: Class 21 contains 90556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180510400.000000 Penalty: 66700.265625
Iteration 6F: 20 clusters Score -1.805104e+08 nChanged 137875
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 3 contains 133879 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 134182 members 
Mstep: Class 7 contains 41892 members 
Mstep: Class 8 contains 266092 members 
Mstep: Class 9 contains 154534 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 169080 members 
Mstep: Class 12 contains 35241 members 
Mstep: Class 13 contains 55995 members 
Mstep: Class 14 contains 47982 members 
Mstep: Class 15 contains 8693 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 68366 members 
Mstep: Class 18 contains 68679 members 
Mstep: Class 19 contains 34003 members 
Mstep: Class 20 contains 39780 members 
Mstep: Class 21 contains 82790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180598784.000000 Penalty: 66700.265625
Iteration 7F: 20 clusters Score -1.805988e+08 nChanged 116278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 3 contains 147473 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 135773 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 261406 members 
Mstep: Class 9 contains 159454 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 11 contains 165488 members 
Mstep: Class 12 contains 35142 members 
Mstep: Class 13 contains 51415 members 
Mstep: Class 14 contains 47175 members 
Mstep: Class 15 contains 7614 members 
Mstep: Class 16 contains 14320 members 
Mstep: Class 17 contains 67618 members 
Mstep: Class 18 contains 71219 members 
Mstep: Class 19 contains 31781 members 
Mstep: Class 20 contains 43725 members 
Mstep: Class 21 contains 76124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180664736.000000 Penalty: 66700.265625
Iteration 8F: 20 clusters Score -1.806647e+08 nChanged 101420
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 3 contains 162033 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 136341 members 
Mstep: Class 7 contains 42768 members 
Mstep: Class 8 contains 254332 members 
Mstep: Class 9 contains 162812 members 
Mstep: Class 10 contains 27385 members 
Mstep: Class 11 contains 161145 members 
Mstep: Class 12 contains 35044 members 
Mstep: Class 13 contains 46502 members 
Mstep: Class 14 contains 47577 members 
Mstep: Class 15 contains 6580 members 
Mstep: Class 16 contains 15330 members 
Mstep: Class 17 contains 68276 members 
Mstep: Class 18 contains 73333 members 
Mstep: Class 19 contains 30035 members 
Mstep: Class 20 contains 48232 members 
Mstep: Class 21 contains 69421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180724816.000000 Penalty: 66700.265625
Iteration 9F: 20 clusters Score -1.807248e+08 nChanged 90846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 3 contains 177887 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 136146 members 
Mstep: Class 7 contains 44634 members 
Mstep: Class 8 contains 245484 members 
Mstep: Class 9 contains 164081 members 
Mstep: Class 10 contains 26253 members 
Mstep: Class 11 contains 156787 members 
Mstep: Class 12 contains 34623 members 
Mstep: Class 13 contains 41276 members 
Mstep: Class 14 contains 48716 members 
Mstep: Class 15 contains 5580 members 
Mstep: Class 16 contains 15674 members 
Mstep: Class 17 contains 69979 members 
Mstep: Class 18 contains 75158 members 
Mstep: Class 19 contains 28594 members 
Mstep: Class 20 contains 53160 members 
Mstep: Class 21 contains 63104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180775344.000000 Penalty: 66700.265625
Iteration 10F: 20 clusters Score -1.807753e+08 nChanged 82044
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 3 contains 194641 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 135525 members 
Mstep: Class 7 contains 47112 members 
Mstep: Class 8 contains 235510 members 
Mstep: Class 9 contains 163644 members 
Mstep: Class 10 contains 25372 members 
Mstep: Class 11 contains 152631 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 36700 members 
Mstep: Class 14 contains 50345 members 
Mstep: Class 15 contains 4667 members 
Mstep: Class 16 contains 15347 members 
Mstep: Class 17 contains 72408 members 
Mstep: Class 18 contains 76445 members 
Mstep: Class 19 contains 27252 members 
Mstep: Class 20 contains 58154 members 
Mstep: Class 21 contains 57145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180817712.000000 Penalty: 66700.265625
Iteration 11F: 20 clusters Score -1.808177e+08 nChanged 73091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 3 contains 210058 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 135086 members 
Mstep: Class 7 contains 49195 members 
Mstep: Class 8 contains 224362 members 
Mstep: Class 9 contains 162582 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 148875 members 
Mstep: Class 12 contains 33072 members 
Mstep: Class 13 contains 33985 members 
Mstep: Class 14 contains 52618 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 75395 members 
Mstep: Class 18 contains 77095 members 
Mstep: Class 19 contains 25878 members 
Mstep: Class 20 contains 62854 members 
Mstep: Class 21 contains 51992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180848352.000000 Penalty: 66700.265625
Iteration 12F: 20 clusters Score -1.808484e+08 nChanged 62342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 3 contains 221919 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 134838 members 
Mstep: Class 7 contains 50724 members 
Mstep: Class 8 contains 212810 members 
Mstep: Class 9 contains 161815 members 
Mstep: Class 10 contains 24033 members 
Mstep: Class 11 contains 146124 members 
Mstep: Class 12 contains 32065 members 
Mstep: Class 13 contains 33183 members 
Mstep: Class 14 contains 55243 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 78587 members 
Mstep: Class 18 contains 77389 members 
Mstep: Class 19 contains 24524 members 
Mstep: Class 20 contains 67021 members 
Mstep: Class 21 contains 47728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180866944.000000 Penalty: 66700.265625
Iteration 13Q: 20 clusters Score -1.808669e+08 nChanged 52637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 3 contains 230131 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 134856 members 
Mstep: Class 7 contains 51884 members 
Mstep: Class 8 contains 201216 members 
Mstep: Class 9 contains 162074 members 
Mstep: Class 10 contains 23565 members 
Mstep: Class 11 contains 144600 members 
Mstep: Class 12 contains 30863 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 57976 members 
Mstep: Class 15 contains 3363 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 81768 members 
Mstep: Class 18 contains 77768 members 
Mstep: Class 19 contains 23395 members 
Mstep: Class 20 contains 70544 members 
Mstep: Class 21 contains 44415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180879920.000000 Penalty: 66700.265625
Iteration 14Q: 20 clusters Score -1.808799e+08 nChanged 45189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 3 contains 235515 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 135052 members 
Mstep: Class 7 contains 52997 members 
Mstep: Class 8 contains 190002 members 
Mstep: Class 9 contains 163178 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 11 contains 144064 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 33396 members 
Mstep: Class 14 contains 60814 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 14450 members 
Mstep: Class 17 contains 84836 members 
Mstep: Class 18 contains 78118 members 
Mstep: Class 19 contains 22425 members 
Mstep: Class 20 contains 73454 members 
Mstep: Class 21 contains 41754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180890304.000000 Penalty: 66700.265625
Iteration 15Q: 20 clusters Score -1.808903e+08 nChanged 39482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 3 contains 238868 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 135403 members 
Mstep: Class 7 contains 54036 members 
Mstep: Class 8 contains 179410 members 
Mstep: Class 9 contains 164761 members 
Mstep: Class 10 contains 22856 members 
Mstep: Class 11 contains 144204 members 
Mstep: Class 12 contains 28184 members 
Mstep: Class 13 contains 33690 members 
Mstep: Class 14 contains 63671 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 87654 members 
Mstep: Class 18 contains 78503 members 
Mstep: Class 19 contains 21713 members 
Mstep: Class 20 contains 76021 members 
Mstep: Class 21 contains 39608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180898656.000000 Penalty: 66700.265625
Iteration 16Q: 20 clusters Score -1.808987e+08 nChanged 34860
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 3 contains 240771 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 135801 members 
Mstep: Class 7 contains 55144 members 
Mstep: Class 8 contains 169856 members 
Mstep: Class 9 contains 166366 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 144573 members 
Mstep: Class 12 contains 26833 members 
Mstep: Class 13 contains 33978 members 
Mstep: Class 14 contains 66397 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 14398 members 
Mstep: Class 17 contains 90070 members 
Mstep: Class 18 contains 78911 members 
Mstep: Class 19 contains 21213 members 
Mstep: Class 20 contains 78334 members 
Mstep: Class 21 contains 37937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180904992.000000 Penalty: 66700.265625
Iteration 17Q: 20 clusters Score -1.80905e+08 nChanged 31554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 3 contains 242115 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 136234 members 
Mstep: Class 7 contains 56493 members 
Mstep: Class 8 contains 161175 members 
Mstep: Class 9 contains 167816 members 
Mstep: Class 10 contains 22229 members 
Mstep: Class 11 contains 144898 members 
Mstep: Class 12 contains 25379 members 
Mstep: Class 13 contains 34192 members 
Mstep: Class 14 contains 69071 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 14396 members 
Mstep: Class 17 contains 91999 members 
Mstep: Class 18 contains 79333 members 
Mstep: Class 19 contains 20861 members 
Mstep: Class 20 contains 80466 members 
Mstep: Class 21 contains 36643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180911808.000000 Penalty: 66700.265625
Iteration 18Q: 20 clusters Score -1.809118e+08 nChanged 28923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 3 contains 242950 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 136685 members 
Mstep: Class 7 contains 57972 members 
Mstep: Class 8 contains 152997 members 
Mstep: Class 9 contains 169401 members 
Mstep: Class 10 contains 21888 members 
Mstep: Class 11 contains 145139 members 
Mstep: Class 12 contains 24053 members 
Mstep: Class 13 contains 34345 members 
Mstep: Class 14 contains 71593 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 93582 members 
Mstep: Class 18 contains 79689 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 82523 members 
Mstep: Class 21 contains 35707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180917152.000000 Penalty: 66700.265625
Iteration 19Q: 20 clusters Score -1.809172e+08 nChanged 27236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 3 contains 243437 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 137055 members 
Mstep: Class 7 contains 59622 members 
Mstep: Class 8 contains 145304 members 
Mstep: Class 9 contains 171085 members 
Mstep: Class 10 contains 21633 members 
Mstep: Class 11 contains 145063 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 74065 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 94883 members 
Mstep: Class 18 contains 80047 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 84485 members 
Mstep: Class 21 contains 34940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180923056.000000 Penalty: 66700.265625
Iteration 20F: 20 clusters Score -1.809231e+08 nChanged 25533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 3 contains 243799 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 137349 members 
Mstep: Class 7 contains 61368 members 
Mstep: Class 8 contains 138257 members 
Mstep: Class 9 contains 172567 members 
Mstep: Class 10 contains 21307 members 
Mstep: Class 11 contains 144844 members 
Mstep: Class 12 contains 21738 members 
Mstep: Class 13 contains 34571 members 
Mstep: Class 14 contains 76429 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 14399 members 
Mstep: Class 17 contains 95896 members 
Mstep: Class 18 contains 80362 members 
Mstep: Class 19 contains 20037 members 
Mstep: Class 20 contains 86395 members 
Mstep: Class 21 contains 34282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180928864.000000 Penalty: 66700.265625
Iteration 21Q: 20 clusters Score -1.809289e+08 nChanged 24528
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 3 contains 244210 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 137598 members 
Mstep: Class 7 contains 62990 members 
Mstep: Class 8 contains 131739 members 
Mstep: Class 9 contains 173964 members 
Mstep: Class 10 contains 20994 members 
Mstep: Class 11 contains 144566 members 
Mstep: Class 12 contains 20789 members 
Mstep: Class 13 contains 34689 members 
Mstep: Class 14 contains 78574 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 96647 members 
Mstep: Class 18 contains 80671 members 
Mstep: Class 19 contains 19829 members 
Mstep: Class 20 contains 88265 members 
Mstep: Class 21 contains 33699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180933184.000000 Penalty: 66700.265625
Iteration 22Q: 20 clusters Score -1.809332e+08 nChanged 23525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 3 contains 244650 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 137799 members 
Mstep: Class 7 contains 64573 members 
Mstep: Class 8 contains 125723 members 
Mstep: Class 9 contains 175093 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 144365 members 
Mstep: Class 12 contains 19917 members 
Mstep: Class 13 contains 34797 members 
Mstep: Class 14 contains 80515 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 97239 members 
Mstep: Class 18 contains 80952 members 
Mstep: Class 19 contains 19652 members 
Mstep: Class 20 contains 90033 members 
Mstep: Class 21 contains 33172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180936960.000000 Penalty: 66700.265625
Iteration 23Q: 20 clusters Score -1.80937e+08 nChanged 22271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 3 contains 244991 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 137998 members 
Mstep: Class 7 contains 66084 members 
Mstep: Class 8 contains 120322 members 
Mstep: Class 9 contains 175989 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 144065 members 
Mstep: Class 12 contains 19163 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 14 contains 82326 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 97778 members 
Mstep: Class 18 contains 81208 members 
Mstep: Class 19 contains 19508 members 
Mstep: Class 20 contains 91739 members 
Mstep: Class 21 contains 32682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180940832.000000 Penalty: 66700.265625
Iteration 24Q: 20 clusters Score -1.809408e+08 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 3 contains 245295 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 138177 members 
Mstep: Class 7 contains 67546 members 
Mstep: Class 8 contains 115390 members 
Mstep: Class 9 contains 176570 members 
Mstep: Class 10 contains 20361 members 
Mstep: Class 11 contains 143915 members 
Mstep: Class 12 contains 18503 members 
Mstep: Class 13 contains 34974 members 
Mstep: Class 14 contains 83889 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 14407 members 
Mstep: Class 17 contains 98190 members 
Mstep: Class 18 contains 81450 members 
Mstep: Class 19 contains 19420 members 
Mstep: Class 20 contains 93366 members 
Mstep: Class 21 contains 32266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180944016.000000 Penalty: 66700.265625
Iteration 25Q: 20 clusters Score -1.80944e+08 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 3 contains 245485 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 138305 members 
Mstep: Class 7 contains 68944 members 
Mstep: Class 8 contains 110934 members 
Mstep: Class 9 contains 177065 members 
Mstep: Class 10 contains 20228 members 
Mstep: Class 11 contains 143803 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 35049 members 
Mstep: Class 14 contains 85343 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 98518 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 19318 members 
Mstep: Class 20 contains 94864 members 
Mstep: Class 21 contains 31910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180946560.000000 Penalty: 66700.265625
Iteration 26Q: 20 clusters Score -1.809466e+08 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 3 contains 245478 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 138418 members 
Mstep: Class 7 contains 70267 members 
Mstep: Class 8 contains 106800 members 
Mstep: Class 9 contains 177445 members 
Mstep: Class 10 contains 20128 members 
Mstep: Class 11 contains 143808 members 
Mstep: Class 12 contains 17299 members 
Mstep: Class 13 contains 35128 members 
Mstep: Class 14 contains 86853 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 14415 members 
Mstep: Class 17 contains 98798 members 
Mstep: Class 18 contains 81930 members 
Mstep: Class 19 contains 19210 members 
Mstep: Class 20 contains 96116 members 
Mstep: Class 21 contains 31639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180947984.000000 Penalty: 66700.265625
Iteration 27Q: 20 clusters Score -1.80948e+08 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 3 contains 245366 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 5 contains 138543 members 
Mstep: Class 7 contains 71431 members 
Mstep: Class 8 contains 102877 members 
Mstep: Class 9 contains 177745 members 
Mstep: Class 10 contains 20034 members 
Mstep: Class 11 contains 143899 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 35176 members 
Mstep: Class 14 contains 88386 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 99125 members 
Mstep: Class 18 contains 82282 members 
Mstep: Class 19 contains 19091 members 
Mstep: Class 20 contains 97236 members 
Mstep: Class 21 contains 31400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180949248.000000 Penalty: 66700.265625
Iteration 28Q: 20 clusters Score -1.809492e+08 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 3 contains 245101 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 138668 members 
Mstep: Class 7 contains 72504 members 
Mstep: Class 8 contains 99189 members 
Mstep: Class 9 contains 178022 members 
Mstep: Class 10 contains 19933 members 
Mstep: Class 11 contains 144123 members 
Mstep: Class 12 contains 16214 members 
Mstep: Class 13 contains 35237 members 
Mstep: Class 14 contains 89880 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 14406 members 
Mstep: Class 17 contains 99384 members 
Mstep: Class 18 contains 82593 members 
Mstep: Class 19 contains 18992 members 
Mstep: Class 20 contains 98224 members 
Mstep: Class 21 contains 31230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180950240.000000 Penalty: 66700.265625
Iteration 29Q: 20 clusters Score -1.809502e+08 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 3 contains 244750 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 138770 members 
Mstep: Class 7 contains 73513 members 
Mstep: Class 8 contains 95661 members 
Mstep: Class 9 contains 178360 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 144316 members 
Mstep: Class 12 contains 15723 members 
Mstep: Class 13 contains 35267 members 
Mstep: Class 14 contains 91406 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 14396 members 
Mstep: Class 17 contains 99611 members 
Mstep: Class 18 contains 82895 members 
Mstep: Class 19 contains 18921 members 
Mstep: Class 20 contains 99108 members 
Mstep: Class 21 contains 31061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180951184.000000 Penalty: 66700.265625
Iteration 30Q: 20 clusters Score -1.809512e+08 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 3 contains 244454 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 138877 members 
Mstep: Class 7 contains 74384 members 
Mstep: Class 8 contains 92290 members 
Mstep: Class 9 contains 178615 members 
Mstep: Class 10 contains 19822 members 
Mstep: Class 11 contains 144420 members 
Mstep: Class 12 contains 15219 members 
Mstep: Class 13 contains 35280 members 
Mstep: Class 14 contains 93034 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 17 contains 99856 members 
Mstep: Class 18 contains 83233 members 
Mstep: Class 19 contains 18873 members 
Mstep: Class 20 contains 99901 members 
Mstep: Class 21 contains 30904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180951920.000000 Penalty: 66700.265625
Iteration 31Q: 20 clusters Score -1.809519e+08 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 3 contains 244157 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 138973 members 
Mstep: Class 7 contains 75157 members 
Mstep: Class 8 contains 89054 members 
Mstep: Class 9 contains 178801 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 11 contains 144386 members 
Mstep: Class 12 contains 14704 members 
Mstep: Class 13 contains 35286 members 
Mstep: Class 14 contains 94830 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 100090 members 
Mstep: Class 18 contains 83599 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 100630 members 
Mstep: Class 21 contains 30764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180952784.000000 Penalty: 66700.265625
Iteration 32Q: 20 clusters Score -1.809528e+08 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 3 contains 243850 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 139057 members 
Mstep: Class 7 contains 75828 members 
Mstep: Class 8 contains 85990 members 
Mstep: Class 9 contains 179027 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 144148 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 35293 members 
Mstep: Class 14 contains 96775 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 14387 members 
Mstep: Class 17 contains 100316 members 
Mstep: Class 18 contains 83972 members 
Mstep: Class 19 contains 18778 members 
Mstep: Class 20 contains 101306 members 
Mstep: Class 21 contains 30644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180953680.000000 Penalty: 66700.265625
Iteration 33Q: 20 clusters Score -1.809537e+08 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 3 contains 243590 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 139144 members 
Mstep: Class 7 contains 76409 members 
Mstep: Class 8 contains 83049 members 
Mstep: Class 9 contains 179231 members 
Mstep: Class 10 contains 19740 members 
Mstep: Class 11 contains 143625 members 
Mstep: Class 12 contains 13739 members 
Mstep: Class 13 contains 35286 members 
Mstep: Class 14 contains 98912 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 100592 members 
Mstep: Class 18 contains 84334 members 
Mstep: Class 19 contains 18759 members 
Mstep: Class 20 contains 101956 members 
Mstep: Class 21 contains 30549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180954560.000000 Penalty: 66700.265625
Iteration 34Q: 20 clusters Score -1.809546e+08 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 3 contains 243267 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 139221 members 
Mstep: Class 7 contains 76921 members 
Mstep: Class 8 contains 80265 members 
Mstep: Class 9 contains 179432 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 142948 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 35279 members 
Mstep: Class 14 contains 101177 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 14379 members 
Mstep: Class 17 contains 100886 members 
Mstep: Class 18 contains 84694 members 
Mstep: Class 19 contains 18759 members 
Mstep: Class 20 contains 102547 members 
Mstep: Class 21 contains 30479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180955248.000000 Penalty: 66700.265625
Iteration 35Q: 20 clusters Score -1.809552e+08 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 3 contains 242925 members 
Mstep: Class 4 contains 3598 members 
Mstep: Class 5 contains 139277 members 
Mstep: Class 7 contains 77391 members 
Mstep: Class 8 contains 77420 members 
Mstep: Class 9 contains 179641 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 142117 members 
Mstep: Class 12 contains 12889 members 
Mstep: Class 13 contains 35270 members 
Mstep: Class 14 contains 103731 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 14379 members 
Mstep: Class 17 contains 101189 members 
Mstep: Class 18 contains 85043 members 
Mstep: Class 19 contains 18750 members 
Mstep: Class 20 contains 103087 members 
Mstep: Class 21 contains 30426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180955680.000000 Penalty: 66700.265625
Iteration 36Q: 20 clusters Score -1.809557e+08 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 3 contains 242640 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 139346 members 
Mstep: Class 7 contains 77741 members 
Mstep: Class 8 contains 74584 members 
Mstep: Class 9 contains 179784 members 
Mstep: Class 10 contains 19596 members 
Mstep: Class 11 contains 141026 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 35253 members 
Mstep: Class 14 contains 106635 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 101557 members 
Mstep: Class 18 contains 85376 members 
Mstep: Class 19 contains 18741 members 
Mstep: Class 20 contains 103572 members 
Mstep: Class 21 contains 30380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180956816.000000 Penalty: 66700.265625
Iteration 37Q: 20 clusters Score -1.809568e+08 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 3 contains 242315 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 139420 members 
Mstep: Class 7 contains 77996 members 
Mstep: Class 8 contains 71742 members 
Mstep: Class 9 contains 179931 members 
Mstep: Class 10 contains 19546 members 
Mstep: Class 11 contains 139852 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 35239 members 
Mstep: Class 14 contains 109756 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 14371 members 
Mstep: Class 17 contains 101868 members 
Mstep: Class 18 contains 85690 members 
Mstep: Class 19 contains 18726 members 
Mstep: Class 20 contains 104053 members 
Mstep: Class 21 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180957808.000000 Penalty: 66700.265625
Iteration 38Q: 20 clusters Score -1.809578e+08 nChanged 9946
Entering ConstructFrom: 
Score: -180957808.000000 Penalty: 66700.265625
Entering ConstructFrom: 
Trying to split cluster 1 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1836032.750000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1836033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1825081.375000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1825081 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1830548.625000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1830549 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1833308.500000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1833308 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1835610.125000 Penalty: 4782.686035
	Iteration 3F: 3 clusters Score -1835610 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1837119.250000 Penalty: 4782.686035
	Iteration 4F: 3 clusters Score -1837119 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1838021.125000 Penalty: 4782.686035
	Iteration 5F: 3 clusters Score -1838021 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1838465.750000 Penalty: 4782.686035
	Iteration 6Q: 3 clusters Score -1838466 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1838676.000000 Penalty: 4782.686035
	Iteration 7Q: 3 clusters Score -1838676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1838774.250000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -1838774 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1838835.625000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -1838836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1838877.500000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1838878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1838906.375000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1838906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1838927.750000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1838928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1838943.000000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -1838943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1838950.500000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -1838950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1838958.875000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -1838959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1838964.500000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1838964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1838969.000000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1838969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1838971.875000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1838972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1838971.625000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1838972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1838973.000000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1838973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1838968.250000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1838968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1838969.250000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1838969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1838971.500000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1838972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1838973.125000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1838973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1838970.500000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1838970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1838971.875000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1838972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1838971.875000 Penalty: 4782.686035
	Iteration 27F: 3 clusters Score -1838972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 242064 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 35221 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 102168 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Entering Unmasked Estep 
Score: -180959328.000000 Penalty: 70210.812500
Splitting cluster 1 changes total score from -180957808.000000 to -180959328.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (242064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242064 members 
Entering Unmasked Estep 
Score: -32362290.000000 Penalty: 3074.445312
	Iteration 0F: 2 clusters Score -3.236229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
Score: -32225356.000000 Penalty: 6148.890625
	Iteration 0F: 3 clusters Score -3.222536e+07 nChanged 117040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -32294840.000000 Penalty: 6148.890625
	Iteration 1F: 3 clusters Score -3.229484e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -32296118.000000 Penalty: 6148.890625
	Iteration 2Q: 3 clusters Score -3.229612e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -32297266.000000 Penalty: 6148.890625
	Iteration 3Q: 3 clusters Score -3.229727e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -32298922.000000 Penalty: 6148.890625
	Iteration 4Q: 3 clusters Score -3.229892e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -32301734.000000 Penalty: 6148.890625
	Iteration 5Q: 3 clusters Score -3.230173e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 129367 members 
Entering Unmasked Estep 
Score: -32305772.000000 Penalty: 6148.890625
	Iteration 6Q: 3 clusters Score -3.230577e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -32311632.000000 Penalty: 6148.890625
	Iteration 7Q: 3 clusters Score -3.231163e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -32319858.000000 Penalty: 6148.890625
	Iteration 8F: 3 clusters Score -3.231986e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 147917 members 
Entering Unmasked Estep 
Score: -32330576.000000 Penalty: 6148.890625
	Iteration 9F: 3 clusters Score -3.233058e+07 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -32340422.000000 Penalty: 6148.890625
	Iteration 10F: 3 clusters Score -3.234042e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -32347092.000000 Penalty: 6148.890625
	Iteration 11F: 3 clusters Score -3.234709e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -32350880.000000 Penalty: 6148.890625
	Iteration 12Q: 3 clusters Score -3.235088e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -32352960.000000 Penalty: 6148.890625
	Iteration 13Q: 3 clusters Score -3.235296e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -32354342.000000 Penalty: 6148.890625
	Iteration 14Q: 3 clusters Score -3.235434e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -32355532.000000 Penalty: 6148.890625
	Iteration 15Q: 3 clusters Score -3.235553e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -32356588.000000 Penalty: 6148.890625
	Iteration 16Q: 3 clusters Score -3.235659e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -32357916.000000 Penalty: 6148.890625
	Iteration 17Q: 3 clusters Score -3.235792e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -32359140.000000 Penalty: 6148.890625
	Iteration 18Q: 3 clusters Score -3.235914e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 190927 members 
Entering Unmasked Estep 
Score: -32360360.000000 Penalty: 6148.890625
	Iteration 19Q: 3 clusters Score -3.236036e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 195082 members 
Entering Unmasked Estep 
Score: -32361646.000000 Penalty: 6148.890625
	Iteration 20F: 3 clusters Score -3.236165e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 199156 members 
Entering Unmasked Estep 
Score: -32362952.000000 Penalty: 6148.890625
	Iteration 21Q: 3 clusters Score -3.236295e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 203085 members 
Entering Unmasked Estep 
Score: -32364414.000000 Penalty: 6148.890625
	Iteration 22Q: 3 clusters Score -3.236441e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 206746 members 
Entering Unmasked Estep 
Score: -32365792.000000 Penalty: 6148.890625
	Iteration 23Q: 3 clusters Score -3.236579e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 210320 members 
Entering Unmasked Estep 
Score: -32367492.000000 Penalty: 6148.890625
	Iteration 24Q: 3 clusters Score -3.236749e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 213607 members 
Entering Unmasked Estep 
Score: -32368730.000000 Penalty: 6148.890625
	Iteration 25Q: 3 clusters Score -3.236873e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 216517 members 
Entering Unmasked Estep 
Score: -32369922.000000 Penalty: 6148.890625
	Iteration 26Q: 3 clusters Score -3.236992e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 219019 members 
Entering Unmasked Estep 
Score: -32370588.000000 Penalty: 6148.890625
	Iteration 27Q: 3 clusters Score -3.237059e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 221090 members 
Entering Unmasked Estep 
Score: -32371154.000000 Penalty: 6148.890625
	Iteration 28Q: 3 clusters Score -3.237115e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 222896 members 
Entering Unmasked Estep 
Score: -32371460.000000 Penalty: 6148.890625
	Iteration 29Q: 3 clusters Score -3.237146e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 224416 members 
Entering Unmasked Estep 
Score: -32371610.000000 Penalty: 6148.890625
	Iteration 30Q: 3 clusters Score -3.237161e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 225688 members 
Entering Unmasked Estep 
Score: -32371588.000000 Penalty: 6148.890625
	Iteration 31Q: 3 clusters Score -3.237159e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 226801 members 
Entering Unmasked Estep 
Score: -32371382.000000 Penalty: 6148.890625
	Iteration 32Q: 3 clusters Score -3.237138e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 227690 members 
Entering Unmasked Estep 
Score: -32371110.000000 Penalty: 6148.890625
	Iteration 33Q: 3 clusters Score -3.237111e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 228402 members 
Entering Unmasked Estep 
Score: -32370828.000000 Penalty: 6148.890625
	Iteration 34Q: 3 clusters Score -3.237083e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 228989 members 
Entering Unmasked Estep 
Score: -32370678.000000 Penalty: 6148.890625
	Iteration 35Q: 3 clusters Score -3.237068e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 229477 members 
Entering Unmasked Estep 
Score: -32370398.000000 Penalty: 6148.890625
	Iteration 36Q: 3 clusters Score -3.23704e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 229890 members 
Entering Unmasked Estep 
Score: -32370296.000000 Penalty: 6148.890625
	Iteration 37Q: 3 clusters Score -3.23703e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 230270 members 
Entering Unmasked Estep 
Score: -32370116.000000 Penalty: 6148.890625
	Iteration 38Q: 3 clusters Score -3.237012e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 230572 members 
Entering Unmasked Estep 
Score: -32370022.000000 Penalty: 6148.890625
	Iteration 39Q: 3 clusters Score -3.237002e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -32369918.000000 Penalty: 6148.890625
	Iteration 40F: 3 clusters Score -3.236992e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 231082 members 
Entering Unmasked Estep 
Score: -32369836.000000 Penalty: 6148.890625
	Iteration 41Q: 3 clusters Score -3.236984e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 231286 members 
Entering Unmasked Estep 
Score: -32369818.000000 Penalty: 6148.890625
	Iteration 42Q: 3 clusters Score -3.236982e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 231458 members 
Entering Unmasked Estep 
Score: -32369792.000000 Penalty: 6148.890625
	Iteration 43Q: 3 clusters Score -3.236979e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 231605 members 
Entering Unmasked Estep 
Score: -32369750.000000 Penalty: 6148.890625
	Iteration 44Q: 3 clusters Score -3.236975e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 231745 members 
Entering Unmasked Estep 
Score: -32369662.000000 Penalty: 6148.890625
	Iteration 45Q: 3 clusters Score -3.236966e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 231871 members 
Entering Unmasked Estep 
Score: -32369640.000000 Penalty: 6148.890625
	Iteration 46Q: 3 clusters Score -3.236964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 231970 members 
Entering Unmasked Estep 
Score: -32369568.000000 Penalty: 6148.890625
	Iteration 47Q: 3 clusters Score -3.236957e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 232059 members 
Entering Unmasked Estep 
Score: -32369566.000000 Penalty: 6148.890625
	Iteration 48Q: 3 clusters Score -3.236957e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 232134 members 
Entering Unmasked Estep 
Score: -32369542.000000 Penalty: 6148.890625
	Iteration 49Q: 3 clusters Score -3.236954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 232190 members 
Entering Unmasked Estep 
Score: -32369524.000000 Penalty: 6148.890625
	Iteration 50Q: 3 clusters Score -3.236952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 232251 members 
Entering Unmasked Estep 
Score: -32369484.000000 Penalty: 6148.890625
	Iteration 51Q: 3 clusters Score -3.236948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 232298 members 
Entering Unmasked Estep 
Score: -32369490.000000 Penalty: 6148.890625
	Iteration 52Q: 3 clusters Score -3.236949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 232343 members 
Entering Unmasked Estep 
Score: -32369466.000000 Penalty: 6148.890625
	Iteration 53Q: 3 clusters Score -3.236947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 232379 members 
Entering Unmasked Estep 
Score: -32369460.000000 Penalty: 6148.890625
	Iteration 54Q: 3 clusters Score -3.236946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 232417 members 
Entering Unmasked Estep 
Score: -32369412.000000 Penalty: 6148.890625
	Iteration 55Q: 3 clusters Score -3.236941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 232449 members 
Entering Unmasked Estep 
Score: -32369398.000000 Penalty: 6148.890625
	Iteration 56Q: 3 clusters Score -3.23694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 232476 members 
Entering Unmasked Estep 
Score: -32369358.000000 Penalty: 6148.890625
	Iteration 57Q: 3 clusters Score -3.236936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 232499 members 
Entering Unmasked Estep 
Score: -32369342.000000 Penalty: 6148.890625
	Iteration 58Q: 3 clusters Score -3.236934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 232524 members 
Entering Unmasked Estep 
Score: -32369332.000000 Penalty: 6148.890625
	Iteration 59Q: 3 clusters Score -3.236933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -32369300.000000 Penalty: 6148.890625
	Iteration 60F: 3 clusters Score -3.23693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 232567 members 
Entering Unmasked Estep 
Score: -32369276.000000 Penalty: 6148.890625
	Iteration 61Q: 3 clusters Score -3.236928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -32369272.000000 Penalty: 6148.890625
	Iteration 62Q: 3 clusters Score -3.236927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -32369276.000000 Penalty: 6148.890625
	Iteration 63Q: 3 clusters Score -3.236928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 232606 members 
Entering Unmasked Estep 
Score: -32369278.000000 Penalty: 6148.890625
	Iteration 64Q: 3 clusters Score -3.236928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 232611 members 
Entering Unmasked Estep 
Score: -32369284.000000 Penalty: 6148.890625
	Iteration 65Q: 3 clusters Score -3.236928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 232617 members 
Entering Unmasked Estep 
Score: -32369248.000000 Penalty: 6148.890625
	Iteration 66Q: 3 clusters Score -3.236925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -32369268.000000 Penalty: 6148.890625
	Iteration 67Q: 3 clusters Score -3.236927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -32369268.000000 Penalty: 6148.890625
	Iteration 68F: 3 clusters Score -3.236927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 35221 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 102168 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Entering Unmasked Estep 
Score: -180967568.000000 Penalty: 73721.351562
Splitting cluster 3 changes total score from -180957808.000000 to -180967568.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (3665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Entering Unmasked Estep 
Score: -454192.250000 Penalty: 2035.232788
	Iteration 0F: 2 clusters Score -454192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -450548.781250 Penalty: 4070.465576
	Iteration 0F: 3 clusters Score -450548.8 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451434.218750 Penalty: 4070.465576
	Iteration 1F: 3 clusters Score -451434.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -451743.968750 Penalty: 4070.465576
	Iteration 2F: 3 clusters Score -451744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -451929.625000 Penalty: 4070.465576
	Iteration 3F: 3 clusters Score -451929.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -452071.312500 Penalty: 4070.465576
	Iteration 4Q: 3 clusters Score -452071.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -452156.968750 Penalty: 4070.465576
	Iteration 5Q: 3 clusters Score -452157 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -452225.218750 Penalty: 4070.465576
	Iteration 6Q: 3 clusters Score -452225.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -452287.593750 Penalty: 4070.465576
	Iteration 7Q: 3 clusters Score -452287.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -452352.031250 Penalty: 4070.465576
	Iteration 8Q: 3 clusters Score -452352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -452420.000000 Penalty: 4070.465576
	Iteration 9Q: 3 clusters Score -452420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -452481.250000 Penalty: 4070.465576
	Iteration 10Q: 3 clusters Score -452481.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -452526.812500 Penalty: 4070.465576
	Iteration 11Q: 3 clusters Score -452526.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -452558.843750 Penalty: 4070.465576
	Iteration 12Q: 3 clusters Score -452558.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -452593.937500 Penalty: 4070.465576
	Iteration 13Q: 3 clusters Score -452593.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -452633.656250 Penalty: 4070.465576
	Iteration 14Q: 3 clusters Score -452633.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -452669.093750 Penalty: 4070.465576
	Iteration 15Q: 3 clusters Score -452669.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -452693.281250 Penalty: 4070.465576
	Iteration 16Q: 3 clusters Score -452693.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -452722.281250 Penalty: 4070.465576
	Iteration 17Q: 3 clusters Score -452722.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -452746.781250 Penalty: 4070.465576
	Iteration 18Q: 3 clusters Score -452746.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -452771.781250 Penalty: 4070.465576
	Iteration 19Q: 3 clusters Score -452771.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -452799.125000 Penalty: 4070.465576
	Iteration 20F: 3 clusters Score -452799.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -452821.281250 Penalty: 4070.465576
	Iteration 21Q: 3 clusters Score -452821.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -452843.062500 Penalty: 4070.465576
	Iteration 22Q: 3 clusters Score -452843.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -452866.562500 Penalty: 4070.465576
	Iteration 23Q: 3 clusters Score -452866.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -452888.531250 Penalty: 4070.465576
	Iteration 24Q: 3 clusters Score -452888.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -452906.406250 Penalty: 4070.465576
	Iteration 25Q: 3 clusters Score -452906.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -452931.781250 Penalty: 4070.465576
	Iteration 26Q: 3 clusters Score -452931.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -452959.500000 Penalty: 4070.465576
	Iteration 27Q: 3 clusters Score -452959.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -452988.125000 Penalty: 4070.465576
	Iteration 28Q: 3 clusters Score -452988.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -453012.687500 Penalty: 4070.465576
	Iteration 29Q: 3 clusters Score -453012.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -453029.687500 Penalty: 4070.465576
	Iteration 30Q: 3 clusters Score -453029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -453038.750000 Penalty: 4070.465576
	Iteration 31Q: 3 clusters Score -453038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -453042.281250 Penalty: 4070.465576
	Iteration 32Q: 3 clusters Score -453042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -453046.906250 Penalty: 4070.465576
	Iteration 33Q: 3 clusters Score -453046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -453050.093750 Penalty: 4070.465576
	Iteration 34Q: 3 clusters Score -453050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -453059.375000 Penalty: 4070.465576
	Iteration 35Q: 3 clusters Score -453059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -453067.000000 Penalty: 4070.465576
	Iteration 36Q: 3 clusters Score -453067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -453075.031250 Penalty: 4070.465576
	Iteration 37Q: 3 clusters Score -453075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -453079.281250 Penalty: 4070.465576
	Iteration 38Q: 3 clusters Score -453079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -453081.656250 Penalty: 4070.465576
	Iteration 39Q: 3 clusters Score -453081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -453086.750000 Penalty: 4070.465576
	Iteration 40F: 3 clusters Score -453086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -453097.593750 Penalty: 4070.465576
	Iteration 41Q: 3 clusters Score -453097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -453102.093750 Penalty: 4070.465576
	Iteration 42Q: 3 clusters Score -453102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -453104.875000 Penalty: 4070.465576
	Iteration 43Q: 3 clusters Score -453104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -453107.312500 Penalty: 4070.465576
	Iteration 44Q: 3 clusters Score -453107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -453111.718750 Penalty: 4070.465576
	Iteration 45Q: 3 clusters Score -453111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -453112.906250 Penalty: 4070.465576
	Iteration 46Q: 3 clusters Score -453112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -453114.625000 Penalty: 4070.465576
	Iteration 47Q: 3 clusters Score -453114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -453117.062500 Penalty: 4070.465576
	Iteration 48Q: 3 clusters Score -453117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -453117.062500 Penalty: 4070.465576
	Iteration 49F: 3 clusters Score -453117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139456 members 
Entering Unmasked Estep 
Score: -18238724.000000 Penalty: 2937.685059
	Iteration 0F: 2 clusters Score -1.823872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -18146582.000000 Penalty: 5875.370117
	Iteration 0F: 3 clusters Score -1.814658e+07 nChanged 66357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -18184890.000000 Penalty: 5875.370117
	Iteration 1F: 3 clusters Score -1.818489e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -18186146.000000 Penalty: 5875.370117
	Iteration 2Q: 3 clusters Score -1.818615e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -18187752.000000 Penalty: 5875.370117
	Iteration 3Q: 3 clusters Score -1.818775e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -18190266.000000 Penalty: 5875.370117
	Iteration 4Q: 3 clusters Score -1.819027e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -18194278.000000 Penalty: 5875.370117
	Iteration 5F: 3 clusters Score -1.819428e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -18199754.000000 Penalty: 5875.370117
	Iteration 6F: 3 clusters Score -1.819975e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -18206754.000000 Penalty: 5875.370117
	Iteration 7F: 3 clusters Score -1.820675e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -18212838.000000 Penalty: 5875.370117
	Iteration 8F: 3 clusters Score -1.821284e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -18217548.000000 Penalty: 5875.370117
	Iteration 9F: 3 clusters Score -1.821755e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -18220428.000000 Penalty: 5875.370117
	Iteration 10Q: 3 clusters Score -1.822043e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -18221970.000000 Penalty: 5875.370117
	Iteration 11Q: 3 clusters Score -1.822197e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -18222810.000000 Penalty: 5875.370117
	Iteration 12Q: 3 clusters Score -1.822281e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -18223236.000000 Penalty: 5875.370117
	Iteration 13Q: 3 clusters Score -1.822324e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -18223530.000000 Penalty: 5875.370117
	Iteration 14Q: 3 clusters Score -1.822353e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -18223724.000000 Penalty: 5875.370117
	Iteration 15Q: 3 clusters Score -1.822372e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -18224024.000000 Penalty: 5875.370117
	Iteration 16Q: 3 clusters Score -1.822402e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -18224384.000000 Penalty: 5875.370117
	Iteration 17Q: 3 clusters Score -1.822438e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -18224552.000000 Penalty: 5875.370117
	Iteration 18Q: 3 clusters Score -1.822455e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -18224702.000000 Penalty: 5875.370117
	Iteration 19Q: 3 clusters Score -1.82247e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -18224844.000000 Penalty: 5875.370117
	Iteration 20F: 3 clusters Score -1.822484e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 108900 members 
Entering Unmasked Estep 
Score: -18225118.000000 Penalty: 5875.370117
	Iteration 21Q: 3 clusters Score -1.822512e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -18225370.000000 Penalty: 5875.370117
	Iteration 22Q: 3 clusters Score -1.822537e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 112411 members 
Entering Unmasked Estep 
Score: -18225580.000000 Penalty: 5875.370117
	Iteration 23Q: 3 clusters Score -1.822558e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -18226092.000000 Penalty: 5875.370117
	Iteration 24Q: 3 clusters Score -1.822609e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -18226662.000000 Penalty: 5875.370117
	Iteration 25Q: 3 clusters Score -1.822666e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -18227256.000000 Penalty: 5875.370117
	Iteration 26Q: 3 clusters Score -1.822726e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 120535 members 
Entering Unmasked Estep 
Score: -18227782.000000 Penalty: 5875.370117
	Iteration 27Q: 3 clusters Score -1.822778e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -18228676.000000 Penalty: 5875.370117
	Iteration 28Q: 3 clusters Score -1.822868e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 125070 members 
Entering Unmasked Estep 
Score: -18229568.000000 Penalty: 5875.370117
	Iteration 29Q: 3 clusters Score -1.822957e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -18230550.000000 Penalty: 5875.370117
	Iteration 30Q: 3 clusters Score -1.823055e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -18231586.000000 Penalty: 5875.370117
	Iteration 31Q: 3 clusters Score -1.823159e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -18232778.000000 Penalty: 5875.370117
	Iteration 32Q: 3 clusters Score -1.823278e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -18233788.000000 Penalty: 5875.370117
	Iteration 33Q: 3 clusters Score -1.823379e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 134876 members 
Entering Unmasked Estep 
Score: -18234648.000000 Penalty: 5875.370117
	Iteration 34Q: 3 clusters Score -1.823465e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -18235190.000000 Penalty: 5875.370117
	Iteration 35Q: 3 clusters Score -1.823519e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 136652 members 
Entering Unmasked Estep 
Score: -18235594.000000 Penalty: 5875.370117
	Iteration 36Q: 3 clusters Score -1.823559e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 137151 members 
Entering Unmasked Estep 
Score: -18235834.000000 Penalty: 5875.370117
	Iteration 37Q: 3 clusters Score -1.823583e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 137521 members 
Entering Unmasked Estep 
Score: -18236038.000000 Penalty: 5875.370117
	Iteration 38Q: 3 clusters Score -1.823604e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -18236180.000000 Penalty: 5875.370117
	Iteration 39Q: 3 clusters Score -1.823618e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -18236330.000000 Penalty: 5875.370117
	Iteration 40F: 3 clusters Score -1.823633e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 138120 members 
Entering Unmasked Estep 
Score: -18236352.000000 Penalty: 5875.370117
	Iteration 41Q: 3 clusters Score -1.823635e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -18236428.000000 Penalty: 5875.370117
	Iteration 42Q: 3 clusters Score -1.823643e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -18236470.000000 Penalty: 5875.370117
	Iteration 43Q: 3 clusters Score -1.823647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 138330 members 
Entering Unmasked Estep 
Score: -18236472.000000 Penalty: 5875.370117
	Iteration 44Q: 3 clusters Score -1.823647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -18236514.000000 Penalty: 5875.370117
	Iteration 45Q: 3 clusters Score -1.823651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 138379 members 
Entering Unmasked Estep 
Score: -18236522.000000 Penalty: 5875.370117
	Iteration 46Q: 3 clusters Score -1.823652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -18236528.000000 Penalty: 5875.370117
	Iteration 47Q: 3 clusters Score -1.823653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 138406 members 
Entering Unmasked Estep 
Score: -18236544.000000 Penalty: 5875.370117
	Iteration 48Q: 3 clusters Score -1.823654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -18236546.000000 Penalty: 5875.370117
	Iteration 49Q: 3 clusters Score -1.823655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -18236548.000000 Penalty: 5875.370117
	Iteration 50Q: 3 clusters Score -1.823655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 138439 members 
Entering Unmasked Estep 
Score: -18236552.000000 Penalty: 5875.370117
	Iteration 51Q: 3 clusters Score -1.823655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 138443 members 
Entering Unmasked Estep 
Score: -18236548.000000 Penalty: 5875.370117
	Iteration 52Q: 3 clusters Score -1.823655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -18236556.000000 Penalty: 5875.370117
	Iteration 53Q: 3 clusters Score -1.823656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -18236574.000000 Penalty: 5875.370117
	Iteration 54Q: 3 clusters Score -1.823657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 138464 members 
Entering Unmasked Estep 
Score: -18236598.000000 Penalty: 5875.370117
	Iteration 55Q: 3 clusters Score -1.82366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -18236594.000000 Penalty: 5875.370117
	Iteration 56Q: 3 clusters Score -1.823659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -18236580.000000 Penalty: 5875.370117
	Iteration 57Q: 3 clusters Score -1.823658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -18236586.000000 Penalty: 5875.370117
	Iteration 58Q: 3 clusters Score -1.823659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 138470 members 
Entering Unmasked Estep 
Score: -18236586.000000 Penalty: 5875.370117
	Iteration 59Q: 3 clusters Score -1.823659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 138472 members 
Entering Unmasked Estep 
Score: -18236590.000000 Penalty: 5875.370117
	Iteration 60F: 3 clusters Score -1.823659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -18236588.000000 Penalty: 5875.370117
	Iteration 61Q: 3 clusters Score -1.823659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -18236586.000000 Penalty: 5875.370117
	Iteration 62Q: 3 clusters Score -1.823659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 138472 members 
Entering Unmasked Estep 
Score: -18236590.000000 Penalty: 5875.370117
	Iteration 63Q: 3 clusters Score -1.823659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 138472 members 
Entering Unmasked Estep 
Score: -18236590.000000 Penalty: 5875.370117
	Iteration 64F: 3 clusters Score -1.823659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Entering Unmasked Estep 
Score: -10342274.000000 Penalty: 2794.107910
	Iteration 0F: 2 clusters Score -1.034227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -10289975.000000 Penalty: 5588.215820
	Iteration 0F: 3 clusters Score -1.028998e+07 nChanged 36689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -10311285.000000 Penalty: 5588.215820
	Iteration 1F: 3 clusters Score -1.031128e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -10312977.000000 Penalty: 5588.215820
	Iteration 2Q: 3 clusters Score -1.031298e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -10315586.000000 Penalty: 5588.215820
	Iteration 3F: 3 clusters Score -1.031559e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -10318857.000000 Penalty: 5588.215820
	Iteration 4F: 3 clusters Score -1.031886e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -10323122.000000 Penalty: 5588.215820
	Iteration 5F: 3 clusters Score -1.032312e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -10328026.000000 Penalty: 5588.215820
	Iteration 6F: 3 clusters Score -1.032803e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -10332921.000000 Penalty: 5588.215820
	Iteration 7F: 3 clusters Score -1.033292e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -10336529.000000 Penalty: 5588.215820
	Iteration 8F: 3 clusters Score -1.033653e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -10338433.000000 Penalty: 5588.215820
	Iteration 9Q: 3 clusters Score -1.033843e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -10339320.000000 Penalty: 5588.215820
	Iteration 10Q: 3 clusters Score -1.033932e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -10339825.000000 Penalty: 5588.215820
	Iteration 11Q: 3 clusters Score -1.033982e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -10340107.000000 Penalty: 5588.215820
	Iteration 12Q: 3 clusters Score -1.034011e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -10340339.000000 Penalty: 5588.215820
	Iteration 13Q: 3 clusters Score -1.034034e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -10340513.000000 Penalty: 5588.215820
	Iteration 14Q: 3 clusters Score -1.034051e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -10340631.000000 Penalty: 5588.215820
	Iteration 15Q: 3 clusters Score -1.034063e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -10340659.000000 Penalty: 5588.215820
	Iteration 16Q: 3 clusters Score -1.034066e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -10340734.000000 Penalty: 5588.215820
	Iteration 17Q: 3 clusters Score -1.034073e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -10340820.000000 Penalty: 5588.215820
	Iteration 18Q: 3 clusters Score -1.034082e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -10340855.000000 Penalty: 5588.215820
	Iteration 19Q: 3 clusters Score -1.034086e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -10340897.000000 Penalty: 5588.215820
	Iteration 20F: 3 clusters Score -1.03409e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -10340923.000000 Penalty: 5588.215820
	Iteration 21Q: 3 clusters Score -1.034092e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -10340958.000000 Penalty: 5588.215820
	Iteration 22Q: 3 clusters Score -1.034096e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -10341000.000000 Penalty: 5588.215820
	Iteration 23Q: 3 clusters Score -1.0341e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -10341064.000000 Penalty: 5588.215820
	Iteration 24Q: 3 clusters Score -1.034106e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -10341031.000000 Penalty: 5588.215820
	Iteration 25Q: 3 clusters Score -1.034103e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -10341045.000000 Penalty: 5588.215820
	Iteration 26Q: 3 clusters Score -1.034104e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -10341063.000000 Penalty: 5588.215820
	Iteration 27Q: 3 clusters Score -1.034106e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -10341070.000000 Penalty: 5588.215820
	Iteration 28Q: 3 clusters Score -1.034107e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -10341085.000000 Penalty: 5588.215820
	Iteration 29Q: 3 clusters Score -1.034108e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -10341098.000000 Penalty: 5588.215820
	Iteration 30Q: 3 clusters Score -1.03411e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -10341096.000000 Penalty: 5588.215820
	Iteration 31Q: 3 clusters Score -1.03411e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -10341127.000000 Penalty: 5588.215820
	Iteration 32Q: 3 clusters Score -1.034113e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -10341150.000000 Penalty: 5588.215820
	Iteration 33Q: 3 clusters Score -1.034115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -10341158.000000 Penalty: 5588.215820
	Iteration 34Q: 3 clusters Score -1.034116e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -10341159.000000 Penalty: 5588.215820
	Iteration 35Q: 3 clusters Score -1.034116e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10341160.000000 Penalty: 5588.215820
	Iteration 36Q: 3 clusters Score -1.034116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -10341172.000000 Penalty: 5588.215820
	Iteration 37Q: 3 clusters Score -1.034117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -10341172.000000 Penalty: 5588.215820
	Iteration 38Q: 3 clusters Score -1.034117e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -10341196.000000 Penalty: 5588.215820
	Iteration 39Q: 3 clusters Score -1.03412e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -10341211.000000 Penalty: 5588.215820
	Iteration 40F: 3 clusters Score -1.034121e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -10341213.000000 Penalty: 5588.215820
	Iteration 41Q: 3 clusters Score -1.034121e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -10341236.000000 Penalty: 5588.215820
	Iteration 42Q: 3 clusters Score -1.034124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -10341223.000000 Penalty: 5588.215820
	Iteration 43Q: 3 clusters Score -1.034122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -10341215.000000 Penalty: 5588.215820
	Iteration 44Q: 3 clusters Score -1.034122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -10341219.000000 Penalty: 5588.215820
	Iteration 45Q: 3 clusters Score -1.034122e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -10341222.000000 Penalty: 5588.215820
	Iteration 46Q: 3 clusters Score -1.034122e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -10341236.000000 Penalty: 5588.215820
	Iteration 47Q: 3 clusters Score -1.034124e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -10341235.000000 Penalty: 5588.215820
	Iteration 48Q: 3 clusters Score -1.034124e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -10341230.000000 Penalty: 5588.215820
	Iteration 49Q: 3 clusters Score -1.034123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -10341225.000000 Penalty: 5588.215820
	Iteration 50Q: 3 clusters Score -1.034122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -10341206.000000 Penalty: 5588.215820
	Iteration 51Q: 3 clusters Score -1.034121e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -10341200.000000 Penalty: 5588.215820
	Iteration 52Q: 3 clusters Score -1.03412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -10341195.000000 Penalty: 5588.215820
	Iteration 53Q: 3 clusters Score -1.03412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -10341210.000000 Penalty: 5588.215820
	Iteration 54Q: 3 clusters Score -1.034121e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -10341219.000000 Penalty: 5588.215820
	Iteration 55Q: 3 clusters Score -1.034122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -10341223.000000 Penalty: 5588.215820
	Iteration 56Q: 3 clusters Score -1.034122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -10341231.000000 Penalty: 5588.215820
	Iteration 57Q: 3 clusters Score -1.034123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -10341232.000000 Penalty: 5588.215820
	Iteration 58Q: 3 clusters Score -1.034123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -10341229.000000 Penalty: 5588.215820
	Iteration 59Q: 3 clusters Score -1.034123e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -10341226.000000 Penalty: 5588.215820
	Iteration 60F: 3 clusters Score -1.034123e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -10341226.000000 Penalty: 5588.215820
	Iteration 61Q: 3 clusters Score -1.034123e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -10341240.000000 Penalty: 5588.215820
	Iteration 62Q: 3 clusters Score -1.034124e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -10341246.000000 Penalty: 5588.215820
	Iteration 63Q: 3 clusters Score -1.034125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -10341243.000000 Penalty: 5588.215820
	Iteration 64Q: 3 clusters Score -1.034124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -10341257.000000 Penalty: 5588.215820
	Iteration 65Q: 3 clusters Score -1.034126e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -10341258.000000 Penalty: 5588.215820
	Iteration 66Q: 3 clusters Score -1.034126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -10341241.000000 Penalty: 5588.215820
	Iteration 67Q: 3 clusters Score -1.034124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -10341236.000000 Penalty: 5588.215820
	Iteration 68Q: 3 clusters Score -1.034124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -10341241.000000 Penalty: 5588.215820
	Iteration 69Q: 3 clusters Score -1.034124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -10341241.000000 Penalty: 5588.215820
	Iteration 70Q: 3 clusters Score -1.034124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -10341238.000000 Penalty: 5588.215820
	Iteration 71Q: 3 clusters Score -1.034124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -10341224.000000 Penalty: 5588.215820
	Iteration 72Q: 3 clusters Score -1.034122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -10341227.000000 Penalty: 5588.215820
	Iteration 73Q: 3 clusters Score -1.034123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -10341217.000000 Penalty: 5588.215820
	Iteration 74Q: 3 clusters Score -1.034122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -10341226.000000 Penalty: 5588.215820
	Iteration 75Q: 3 clusters Score -1.034123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -10341222.000000 Penalty: 5588.215820
	Iteration 76Q: 3 clusters Score -1.034122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -10341217.000000 Penalty: 5588.215820
	Iteration 77Q: 3 clusters Score -1.034122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -10341215.000000 Penalty: 5588.215820
	Iteration 78Q: 3 clusters Score -1.034122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -10341219.000000 Penalty: 5588.215820
	Iteration 79Q: 3 clusters Score -1.034122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -10341217.000000 Penalty: 5588.215820
	Iteration 80F: 3 clusters Score -1.034122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -10341205.000000 Penalty: 5588.215820
	Iteration 81Q: 3 clusters Score -1.03412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -10341203.000000 Penalty: 5588.215820
	Iteration 82Q: 3 clusters Score -1.03412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10341198.000000 Penalty: 5588.215820
	Iteration 83Q: 3 clusters Score -1.03412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -10341202.000000 Penalty: 5588.215820
	Iteration 84Q: 3 clusters Score -1.03412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10341201.000000 Penalty: 5588.215820
	Iteration 85Q: 3 clusters Score -1.03412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -10341197.000000 Penalty: 5588.215820
	Iteration 86Q: 3 clusters Score -1.03412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -10341198.000000 Penalty: 5588.215820
	Iteration 87Q: 3 clusters Score -1.03412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -10341198.000000 Penalty: 5588.215820
	Iteration 88Q: 3 clusters Score -1.03412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -10341200.000000 Penalty: 5588.215820
	Iteration 89Q: 3 clusters Score -1.03412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -10341193.000000 Penalty: 5588.215820
	Iteration 90Q: 3 clusters Score -1.034119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -10341199.000000 Penalty: 5588.215820
	Iteration 91Q: 3 clusters Score -1.03412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -10341199.000000 Penalty: 5588.215820
	Iteration 92Q: 3 clusters Score -1.03412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -10341203.000000 Penalty: 5588.215820
	Iteration 93Q: 3 clusters Score -1.03412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -10341205.000000 Penalty: 5588.215820
	Iteration 94Q: 3 clusters Score -1.03412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -10341212.000000 Penalty: 5588.215820
	Iteration 95Q: 3 clusters Score -1.034121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -10341213.000000 Penalty: 5588.215820
	Iteration 96Q: 3 clusters Score -1.034121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -10341214.000000 Penalty: 5588.215820
	Iteration 97Q: 3 clusters Score -1.034121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -10341224.000000 Penalty: 5588.215820
	Iteration 98Q: 3 clusters Score -1.034122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -10341221.000000 Penalty: 5588.215820
	Iteration 99Q: 3 clusters Score -1.034122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -10341211.000000 Penalty: 5588.215820
	Iteration 100F: 3 clusters Score -1.034121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -10341211.000000 Penalty: 5588.215820
	Iteration 101Q: 3 clusters Score -1.034121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -10341226.000000 Penalty: 5588.215820
	Iteration 102Q: 3 clusters Score -1.034123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -10341227.000000 Penalty: 5588.215820
	Iteration 103Q: 3 clusters Score -1.034123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -10341225.000000 Penalty: 5588.215820
	Iteration 104Q: 3 clusters Score -1.034122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -10341220.000000 Penalty: 5588.215820
	Iteration 105Q: 3 clusters Score -1.034122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -10341222.000000 Penalty: 5588.215820
	Iteration 106Q: 3 clusters Score -1.034122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -10341212.000000 Penalty: 5588.215820
	Iteration 107Q: 3 clusters Score -1.034121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -10341210.000000 Penalty: 5588.215820
	Iteration 108Q: 3 clusters Score -1.034121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -10341205.000000 Penalty: 5588.215820
	Iteration 109Q: 3 clusters Score -1.03412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -10341213.000000 Penalty: 5588.215820
	Iteration 110Q: 3 clusters Score -1.034121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -10341211.000000 Penalty: 5588.215820
	Iteration 111Q: 3 clusters Score -1.034121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -10341221.000000 Penalty: 5588.215820
	Iteration 112Q: 3 clusters Score -1.034122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -10341220.000000 Penalty: 5588.215820
	Iteration 113Q: 3 clusters Score -1.034122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -10341229.000000 Penalty: 5588.215820
	Iteration 114Q: 3 clusters Score -1.034123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -10341229.000000 Penalty: 5588.215820
	Iteration 115F: 3 clusters Score -1.034123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Entering Unmasked Estep 
Score: -8932829.000000 Penalty: 2762.926270
	Iteration 0F: 2 clusters Score -8932829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -8886738.000000 Penalty: 5525.852539
	Iteration 0F: 3 clusters Score -8886738 nChanged 32164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -8904956.000000 Penalty: 5525.852539
	Iteration 1F: 3 clusters Score -8904956 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8905756.000000 Penalty: 5525.852539
	Iteration 2Q: 3 clusters Score -8905756 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8906653.000000 Penalty: 5525.852539
	Iteration 3Q: 3 clusters Score -8906653 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8907784.000000 Penalty: 5525.852539
	Iteration 4Q: 3 clusters Score -8907784 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -8909285.000000 Penalty: 5525.852539
	Iteration 5Q: 3 clusters Score -8909285 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -8911206.000000 Penalty: 5525.852539
	Iteration 6F: 3 clusters Score -8911206 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -8913513.000000 Penalty: 5525.852539
	Iteration 7F: 3 clusters Score -8913513 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8916194.000000 Penalty: 5525.852539
	Iteration 8F: 3 clusters Score -8916194 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8918552.000000 Penalty: 5525.852539
	Iteration 9F: 3 clusters Score -8918552 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8920081.000000 Penalty: 5525.852539
	Iteration 10Q: 3 clusters Score -8920081 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8920951.000000 Penalty: 5525.852539
	Iteration 11Q: 3 clusters Score -8920951 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8921381.000000 Penalty: 5525.852539
	Iteration 12Q: 3 clusters Score -8921381 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -8921739.000000 Penalty: 5525.852539
	Iteration 13Q: 3 clusters Score -8921739 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -8922069.000000 Penalty: 5525.852539
	Iteration 14Q: 3 clusters Score -8922069 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -8922483.000000 Penalty: 5525.852539
	Iteration 15Q: 3 clusters Score -8922483 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -8922903.000000 Penalty: 5525.852539
	Iteration 16Q: 3 clusters Score -8922903 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8923419.000000 Penalty: 5525.852539
	Iteration 17Q: 3 clusters Score -8923419 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -8923993.000000 Penalty: 5525.852539
	Iteration 18Q: 3 clusters Score -8923993 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -8924591.000000 Penalty: 5525.852539
	Iteration 19Q: 3 clusters Score -8924591 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -8925238.000000 Penalty: 5525.852539
	Iteration 20F: 3 clusters Score -8925238 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -8925983.000000 Penalty: 5525.852539
	Iteration 21Q: 3 clusters Score -8925983 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -8926782.000000 Penalty: 5525.852539
	Iteration 22Q: 3 clusters Score -8926782 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -8927569.000000 Penalty: 5525.852539
	Iteration 23Q: 3 clusters Score -8927569 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -8928272.000000 Penalty: 5525.852539
	Iteration 24Q: 3 clusters Score -8928272 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -8928852.000000 Penalty: 5525.852539
	Iteration 25Q: 3 clusters Score -8928852 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8929278.000000 Penalty: 5525.852539
	Iteration 26Q: 3 clusters Score -8929278 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -8929625.000000 Penalty: 5525.852539
	Iteration 27Q: 3 clusters Score -8929625 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -8929919.000000 Penalty: 5525.852539
	Iteration 28Q: 3 clusters Score -8929919 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -8930118.000000 Penalty: 5525.852539
	Iteration 29Q: 3 clusters Score -8930118 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -8930313.000000 Penalty: 5525.852539
	Iteration 30Q: 3 clusters Score -8930313 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -8930419.000000 Penalty: 5525.852539
	Iteration 31Q: 3 clusters Score -8930419 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -8930535.000000 Penalty: 5525.852539
	Iteration 32Q: 3 clusters Score -8930535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -8930614.000000 Penalty: 5525.852539
	Iteration 33Q: 3 clusters Score -8930614 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -8930671.000000 Penalty: 5525.852539
	Iteration 34Q: 3 clusters Score -8930671 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -8930714.000000 Penalty: 5525.852539
	Iteration 35Q: 3 clusters Score -8930714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -8930771.000000 Penalty: 5525.852539
	Iteration 36Q: 3 clusters Score -8930771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -8930816.000000 Penalty: 5525.852539
	Iteration 37Q: 3 clusters Score -8930816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -8930826.000000 Penalty: 5525.852539
	Iteration 38Q: 3 clusters Score -8930826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8930865.000000 Penalty: 5525.852539
	Iteration 39Q: 3 clusters Score -8930865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -8930891.000000 Penalty: 5525.852539
	Iteration 40F: 3 clusters Score -8930891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -8930916.000000 Penalty: 5525.852539
	Iteration 41Q: 3 clusters Score -8930916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -8930930.000000 Penalty: 5525.852539
	Iteration 42Q: 3 clusters Score -8930930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8930936.000000 Penalty: 5525.852539
	Iteration 43Q: 3 clusters Score -8930936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -8930932.000000 Penalty: 5525.852539
	Iteration 44Q: 3 clusters Score -8930932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8930935.000000 Penalty: 5525.852539
	Iteration 45Q: 3 clusters Score -8930935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8930936.000000 Penalty: 5525.852539
	Iteration 46Q: 3 clusters Score -8930936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -8930941.000000 Penalty: 5525.852539
	Iteration 47Q: 3 clusters Score -8930941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -8930939.000000 Penalty: 5525.852539
	Iteration 48Q: 3 clusters Score -8930939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -8930959.000000 Penalty: 5525.852539
	Iteration 49Q: 3 clusters Score -8930959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -8930963.000000 Penalty: 5525.852539
	Iteration 50Q: 3 clusters Score -8930963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -8930963.000000 Penalty: 5525.852539
	Iteration 51Q: 3 clusters Score -8930963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -8930961.000000 Penalty: 5525.852539
	Iteration 52Q: 3 clusters Score -8930961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -8930964.000000 Penalty: 5525.852539
	Iteration 53Q: 3 clusters Score -8930964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -8930966.000000 Penalty: 5525.852539
	Iteration 54Q: 3 clusters Score -8930966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -8930965.000000 Penalty: 5525.852539
	Iteration 55Q: 3 clusters Score -8930965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -8930973.000000 Penalty: 5525.852539
	Iteration 56Q: 3 clusters Score -8930973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -8930974.000000 Penalty: 5525.852539
	Iteration 57Q: 3 clusters Score -8930974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -8930970.000000 Penalty: 5525.852539
	Iteration 58Q: 3 clusters Score -8930970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8930966.000000 Penalty: 5525.852539
	Iteration 59Q: 3 clusters Score -8930966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8930966.000000 Penalty: 5525.852539
	Iteration 60F: 3 clusters Score -8930966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Entering Unmasked Estep 
Score: -23893458.000000 Penalty: 3000.984863
	Iteration 0F: 2 clusters Score -2.389346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -23783444.000000 Penalty: 6001.969727
	Iteration 0F: 3 clusters Score -2.378344e+07 nChanged 86388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -23833600.000000 Penalty: 6001.969727
	Iteration 1F: 3 clusters Score -2.38336e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -23834726.000000 Penalty: 6001.969727
	Iteration 2Q: 3 clusters Score -2.383473e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -23836148.000000 Penalty: 6001.969727
	Iteration 3Q: 3 clusters Score -2.383615e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -23839092.000000 Penalty: 6001.969727
	Iteration 4Q: 3 clusters Score -2.383909e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -23843430.000000 Penalty: 6001.969727
	Iteration 5F: 3 clusters Score -2.384343e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -23850258.000000 Penalty: 6001.969727
	Iteration 6F: 3 clusters Score -2.385026e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -23859238.000000 Penalty: 6001.969727
	Iteration 7F: 3 clusters Score -2.385924e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -23868990.000000 Penalty: 6001.969727
	Iteration 8F: 3 clusters Score -2.386899e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -23877326.000000 Penalty: 6001.969727
	Iteration 9F: 3 clusters Score -2.387733e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161099 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -23883368.000000 Penalty: 6001.969727
	Iteration 10Q: 3 clusters Score -2.388337e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -23887042.000000 Penalty: 6001.969727
	Iteration 11Q: 3 clusters Score -2.388704e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -23889002.000000 Penalty: 6001.969727
	Iteration 12Q: 3 clusters Score -2.3889e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -23890146.000000 Penalty: 6001.969727
	Iteration 13Q: 3 clusters Score -2.389015e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -23890592.000000 Penalty: 6001.969727
	Iteration 14Q: 3 clusters Score -2.389059e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -23890890.000000 Penalty: 6001.969727
	Iteration 15Q: 3 clusters Score -2.389089e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -23891016.000000 Penalty: 6001.969727
	Iteration 16Q: 3 clusters Score -2.389102e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -23891166.000000 Penalty: 6001.969727
	Iteration 17Q: 3 clusters Score -2.389117e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -23891292.000000 Penalty: 6001.969727
	Iteration 18Q: 3 clusters Score -2.389129e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176630 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -23891322.000000 Penalty: 6001.969727
	Iteration 19Q: 3 clusters Score -2.389132e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -23891314.000000 Penalty: 6001.969727
	Iteration 20F: 3 clusters Score -2.389131e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177384 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -23891360.000000 Penalty: 6001.969727
	Iteration 21Q: 3 clusters Score -2.389136e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23891318.000000 Penalty: 6001.969727
	Iteration 22Q: 3 clusters Score -2.389132e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23891294.000000 Penalty: 6001.969727
	Iteration 23Q: 3 clusters Score -2.389129e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -23891248.000000 Penalty: 6001.969727
	Iteration 24Q: 3 clusters Score -2.389125e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23891226.000000 Penalty: 6001.969727
	Iteration 25Q: 3 clusters Score -2.389123e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23891278.000000 Penalty: 6001.969727
	Iteration 26Q: 3 clusters Score -2.389128e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23891292.000000 Penalty: 6001.969727
	Iteration 27Q: 3 clusters Score -2.389129e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23891310.000000 Penalty: 6001.969727
	Iteration 28Q: 3 clusters Score -2.389131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23891344.000000 Penalty: 6001.969727
	Iteration 29Q: 3 clusters Score -2.389134e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23891334.000000 Penalty: 6001.969727
	Iteration 30Q: 3 clusters Score -2.389133e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178686 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23891330.000000 Penalty: 6001.969727
	Iteration 31Q: 3 clusters Score -2.389133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23891302.000000 Penalty: 6001.969727
	Iteration 32Q: 3 clusters Score -2.38913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -23891304.000000 Penalty: 6001.969727
	Iteration 33Q: 3 clusters Score -2.38913e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -23891300.000000 Penalty: 6001.969727
	Iteration 34Q: 3 clusters Score -2.38913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23891312.000000 Penalty: 6001.969727
	Iteration 35Q: 3 clusters Score -2.389131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -23891300.000000 Penalty: 6001.969727
	Iteration 36Q: 3 clusters Score -2.38913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178922 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23891288.000000 Penalty: 6001.969727
	Iteration 37Q: 3 clusters Score -2.389129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178952 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23891290.000000 Penalty: 6001.969727
	Iteration 38Q: 3 clusters Score -2.389129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -23891290.000000 Penalty: 6001.969727
	Iteration 39Q: 3 clusters Score -2.389129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23891284.000000 Penalty: 6001.969727
	Iteration 40F: 3 clusters Score -2.389128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23891290.000000 Penalty: 6001.969727
	Iteration 41Q: 3 clusters Score -2.389129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23891290.000000 Penalty: 6001.969727
	Iteration 42Q: 3 clusters Score -2.389129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23891284.000000 Penalty: 6001.969727
	Iteration 43Q: 3 clusters Score -2.389128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23891282.000000 Penalty: 6001.969727
	Iteration 44Q: 3 clusters Score -2.389128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23891298.000000 Penalty: 6001.969727
	Iteration 45Q: 3 clusters Score -2.38913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23891292.000000 Penalty: 6001.969727
	Iteration 46Q: 3 clusters Score -2.389129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23891288.000000 Penalty: 6001.969727
	Iteration 47Q: 3 clusters Score -2.389129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23891304.000000 Penalty: 6001.969727
	Iteration 48Q: 3 clusters Score -2.38913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23891288.000000 Penalty: 6001.969727
	Iteration 49Q: 3 clusters Score -2.389129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23891286.000000 Penalty: 6001.969727
	Iteration 50Q: 3 clusters Score -2.389129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -23891284.000000 Penalty: 6001.969727
	Iteration 51Q: 3 clusters Score -2.389128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179041 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23891280.000000 Penalty: 6001.969727
	Iteration 52Q: 3 clusters Score -2.389128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179041 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23891270.000000 Penalty: 6001.969727
	Iteration 53Q: 3 clusters Score -2.389127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179043 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -23891274.000000 Penalty: 6001.969727
	Iteration 54Q: 3 clusters Score -2.389127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179045 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23891276.000000 Penalty: 6001.969727
	Iteration 55Q: 3 clusters Score -2.389128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23891278.000000 Penalty: 6001.969727
	Iteration 56Q: 3 clusters Score -2.389128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23891278.000000 Penalty: 6001.969727
	Iteration 57F: 3 clusters Score -2.389128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Entering Unmasked Estep 
Score: -2336043.500000 Penalty: 2449.926025
	Iteration 0F: 2 clusters Score -2336044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2322174.750000 Penalty: 4899.852051
	Iteration 0F: 3 clusters Score -2322175 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2328010.000000 Penalty: 4899.852051
	Iteration 1F: 3 clusters Score -2328010 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2330180.250000 Penalty: 4899.852051
	Iteration 2F: 3 clusters Score -2330180 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2332413.500000 Penalty: 4899.852051
	Iteration 3F: 3 clusters Score -2332414 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2333830.750000 Penalty: 4899.852051
	Iteration 4F: 3 clusters Score -2333831 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2334680.000000 Penalty: 4899.852051
	Iteration 5F: 3 clusters Score -2334680 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2335177.750000 Penalty: 4899.852051
	Iteration 6Q: 3 clusters Score -2335178 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2335480.750000 Penalty: 4899.852051
	Iteration 7Q: 3 clusters Score -2335481 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2335663.250000 Penalty: 4899.852051
	Iteration 8Q: 3 clusters Score -2335663 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2335826.250000 Penalty: 4899.852051
	Iteration 9Q: 3 clusters Score -2335826 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2335950.000000 Penalty: 4899.852051
	Iteration 10Q: 3 clusters Score -2335950 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2336102.000000 Penalty: 4899.852051
	Iteration 11Q: 3 clusters Score -2336102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2336243.750000 Penalty: 4899.852051
	Iteration 12Q: 3 clusters Score -2336244 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2336408.750000 Penalty: 4899.852051
	Iteration 13Q: 3 clusters Score -2336409 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2336558.250000 Penalty: 4899.852051
	Iteration 14Q: 3 clusters Score -2336558 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2336725.750000 Penalty: 4899.852051
	Iteration 15Q: 3 clusters Score -2336726 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2336883.250000 Penalty: 4899.852051
	Iteration 16Q: 3 clusters Score -2336883 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2337018.750000 Penalty: 4899.852051
	Iteration 17Q: 3 clusters Score -2337019 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2337083.750000 Penalty: 4899.852051
	Iteration 18Q: 3 clusters Score -2337084 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2337155.250000 Penalty: 4899.852051
	Iteration 19Q: 3 clusters Score -2337155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2337224.750000 Penalty: 4899.852051
	Iteration 20F: 3 clusters Score -2337225 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2337290.000000 Penalty: 4899.852051
	Iteration 21Q: 3 clusters Score -2337290 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2337380.750000 Penalty: 4899.852051
	Iteration 22Q: 3 clusters Score -2337381 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2337475.250000 Penalty: 4899.852051
	Iteration 23Q: 3 clusters Score -2337475 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2337569.250000 Penalty: 4899.852051
	Iteration 24Q: 3 clusters Score -2337569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2337642.750000 Penalty: 4899.852051
	Iteration 25Q: 3 clusters Score -2337643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2337706.500000 Penalty: 4899.852051
	Iteration 26Q: 3 clusters Score -2337706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2337768.250000 Penalty: 4899.852051
	Iteration 27Q: 3 clusters Score -2337768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2337812.000000 Penalty: 4899.852051
	Iteration 28Q: 3 clusters Score -2337812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2337854.250000 Penalty: 4899.852051
	Iteration 29Q: 3 clusters Score -2337854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2337877.750000 Penalty: 4899.852051
	Iteration 30Q: 3 clusters Score -2337878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2337894.500000 Penalty: 4899.852051
	Iteration 31Q: 3 clusters Score -2337894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2337926.750000 Penalty: 4899.852051
	Iteration 32Q: 3 clusters Score -2337927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2337963.000000 Penalty: 4899.852051
	Iteration 33Q: 3 clusters Score -2337963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2338003.500000 Penalty: 4899.852051
	Iteration 34Q: 3 clusters Score -2338004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2338046.750000 Penalty: 4899.852051
	Iteration 35Q: 3 clusters Score -2338047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2338084.000000 Penalty: 4899.852051
	Iteration 36Q: 3 clusters Score -2338084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2338144.500000 Penalty: 4899.852051
	Iteration 37Q: 3 clusters Score -2338144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2338215.250000 Penalty: 4899.852051
	Iteration 38Q: 3 clusters Score -2338215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2338271.500000 Penalty: 4899.852051
	Iteration 39Q: 3 clusters Score -2338272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2338333.500000 Penalty: 4899.852051
	Iteration 40F: 3 clusters Score -2338334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2338380.750000 Penalty: 4899.852051
	Iteration 41Q: 3 clusters Score -2338381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2338425.250000 Penalty: 4899.852051
	Iteration 42Q: 3 clusters Score -2338425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2338453.500000 Penalty: 4899.852051
	Iteration 43Q: 3 clusters Score -2338454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2338477.750000 Penalty: 4899.852051
	Iteration 44Q: 3 clusters Score -2338478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2338500.500000 Penalty: 4899.852051
	Iteration 45Q: 3 clusters Score -2338500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2338519.750000 Penalty: 4899.852051
	Iteration 46Q: 3 clusters Score -2338520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2338530.750000 Penalty: 4899.852051
	Iteration 47Q: 3 clusters Score -2338531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2338538.250000 Penalty: 4899.852051
	Iteration 48Q: 3 clusters Score -2338538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2338548.000000 Penalty: 4899.852051
	Iteration 49Q: 3 clusters Score -2338548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2338554.750000 Penalty: 4899.852051
	Iteration 50Q: 3 clusters Score -2338555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2338561.250000 Penalty: 4899.852051
	Iteration 51Q: 3 clusters Score -2338561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2338563.500000 Penalty: 4899.852051
	Iteration 52Q: 3 clusters Score -2338564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2338562.500000 Penalty: 4899.852051
	Iteration 53Q: 3 clusters Score -2338562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2338563.500000 Penalty: 4899.852051
	Iteration 54Q: 3 clusters Score -2338564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2338568.500000 Penalty: 4899.852051
	Iteration 55Q: 3 clusters Score -2338568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2338566.750000 Penalty: 4899.852051
	Iteration 56Q: 3 clusters Score -2338567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2338566.750000 Penalty: 4899.852051
	Iteration 57F: 3 clusters Score -2338567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 35221 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 102168 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Entering Unmasked Estep 
Score: -180969120.000000 Penalty: 77231.890625
Splitting cluster 10 changes total score from -180957808.000000 to -180969120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (138327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Entering Unmasked Estep 
Score: -18705958.000000 Penalty: 2935.669189
	Iteration 0F: 2 clusters Score -1.870596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -18618850.000000 Penalty: 5871.338379
	Iteration 0F: 3 clusters Score -1.861885e+07 nChanged 65678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -18656436.000000 Penalty: 5871.338379
	Iteration 1F: 3 clusters Score -1.865644e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 5871.338379
	Iteration 2Q: 3 clusters Score -1.865788e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -18660214.000000 Penalty: 5871.338379
	Iteration 3Q: 3 clusters Score -1.866021e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -18664692.000000 Penalty: 5871.338379
	Iteration 4F: 3 clusters Score -1.866469e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -18672326.000000 Penalty: 5871.338379
	Iteration 5F: 3 clusters Score -1.867233e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -18683268.000000 Penalty: 5871.338379
	Iteration 6F: 3 clusters Score -1.868327e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -18694022.000000 Penalty: 5871.338379
	Iteration 7F: 3 clusters Score -1.869402e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -18700322.000000 Penalty: 5871.338379
	Iteration 8F: 3 clusters Score -1.870032e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -18702626.000000 Penalty: 5871.338379
	Iteration 9Q: 3 clusters Score -1.870263e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -18703178.000000 Penalty: 5871.338379
	Iteration 10Q: 3 clusters Score -1.870318e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 137855 members 
Entering Unmasked Estep 
Score: -18703392.000000 Penalty: 5871.338379
	Iteration 11Q: 3 clusters Score -1.870339e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -18703436.000000 Penalty: 5871.338379
	Iteration 12Q: 3 clusters Score -1.870344e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 137996 members 
Entering Unmasked Estep 
Score: -18703480.000000 Penalty: 5871.338379
	Iteration 13Q: 3 clusters Score -1.870348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 138019 members 
Entering Unmasked Estep 
Score: -18703498.000000 Penalty: 5871.338379
	Iteration 14Q: 3 clusters Score -1.87035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 138034 members 
Entering Unmasked Estep 
Score: -18703508.000000 Penalty: 5871.338379
	Iteration 15Q: 3 clusters Score -1.870351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -18703518.000000 Penalty: 5871.338379
	Iteration 16Q: 3 clusters Score -1.870352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 138051 members 
Entering Unmasked Estep 
Score: -18703518.000000 Penalty: 5871.338379
	Iteration 17Q: 3 clusters Score -1.870352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -18703504.000000 Penalty: 5871.338379
	Iteration 18Q: 3 clusters Score -1.87035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -18703514.000000 Penalty: 5871.338379
	Iteration 19Q: 3 clusters Score -1.870351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -18703528.000000 Penalty: 5871.338379
	Iteration 20F: 3 clusters Score -1.870353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -18703528.000000 Penalty: 5871.338379
	Iteration 21Q: 3 clusters Score -1.870353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -18703530.000000 Penalty: 5871.338379
	Iteration 22Q: 3 clusters Score -1.870353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -18703538.000000 Penalty: 5871.338379
	Iteration 23Q: 3 clusters Score -1.870354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138068 members 
Entering Unmasked Estep 
Score: -18703542.000000 Penalty: 5871.338379
	Iteration 24Q: 3 clusters Score -1.870354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -18703526.000000 Penalty: 5871.338379
	Iteration 25Q: 3 clusters Score -1.870353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 138074 members 
Entering Unmasked Estep 
Score: -18703522.000000 Penalty: 5871.338379
	Iteration 26Q: 3 clusters Score -1.870352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -18703534.000000 Penalty: 5871.338379
	Iteration 27Q: 3 clusters Score -1.870353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -18703534.000000 Penalty: 5871.338379
	Iteration 28F: 3 clusters Score -1.870353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1568969.250000 Penalty: 2327.783691
	Iteration 0F: 2 clusters Score -1568969 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 5858 members 
Entering Unmasked Estep 
Score: -1560085.125000 Penalty: 4655.567383
	Iteration 0F: 3 clusters Score -1560085 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1562886.875000 Penalty: 4655.567383
	Iteration 1F: 3 clusters Score -1562887 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1563260.000000 Penalty: 4655.567383
	Iteration 2F: 3 clusters Score -1563260 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1563536.625000 Penalty: 4655.567383
	Iteration 3F: 3 clusters Score -1563537 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1563779.000000 Penalty: 4655.567383
	Iteration 4Q: 3 clusters Score -1563779 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1564002.625000 Penalty: 4655.567383
	Iteration 5Q: 3 clusters Score -1564003 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1564258.250000 Penalty: 4655.567383
	Iteration 6Q: 3 clusters Score -1564258 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1564590.500000 Penalty: 4655.567383
	Iteration 7Q: 3 clusters Score -1564590 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1565027.125000 Penalty: 4655.567383
	Iteration 8F: 3 clusters Score -1565027 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1565534.875000 Penalty: 4655.567383
	Iteration 9F: 3 clusters Score -1565535 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1566048.625000 Penalty: 4655.567383
	Iteration 10F: 3 clusters Score -1566049 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1566447.875000 Penalty: 4655.567383
	Iteration 11Q: 3 clusters Score -1566448 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1566682.875000 Penalty: 4655.567383
	Iteration 12Q: 3 clusters Score -1566683 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1566833.625000 Penalty: 4655.567383
	Iteration 13Q: 3 clusters Score -1566834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1566898.125000 Penalty: 4655.567383
	Iteration 14Q: 3 clusters Score -1566898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1566963.375000 Penalty: 4655.567383
	Iteration 15Q: 3 clusters Score -1566963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1567001.250000 Penalty: 4655.567383
	Iteration 16Q: 3 clusters Score -1567001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1567029.000000 Penalty: 4655.567383
	Iteration 17Q: 3 clusters Score -1567029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1567046.125000 Penalty: 4655.567383
	Iteration 18Q: 3 clusters Score -1567046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1567053.500000 Penalty: 4655.567383
	Iteration 19Q: 3 clusters Score -1567054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1567073.125000 Penalty: 4655.567383
	Iteration 20F: 3 clusters Score -1567073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1567084.875000 Penalty: 4655.567383
	Iteration 21Q: 3 clusters Score -1567085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1567096.375000 Penalty: 4655.567383
	Iteration 22Q: 3 clusters Score -1567096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1567107.375000 Penalty: 4655.567383
	Iteration 23Q: 3 clusters Score -1567107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1567119.625000 Penalty: 4655.567383
	Iteration 24Q: 3 clusters Score -1567120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1567126.875000 Penalty: 4655.567383
	Iteration 25Q: 3 clusters Score -1567127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1567136.875000 Penalty: 4655.567383
	Iteration 26Q: 3 clusters Score -1567137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1567144.000000 Penalty: 4655.567383
	Iteration 27Q: 3 clusters Score -1567144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1567145.500000 Penalty: 4655.567383
	Iteration 28Q: 3 clusters Score -1567146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1567150.625000 Penalty: 4655.567383
	Iteration 29Q: 3 clusters Score -1567151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1567153.250000 Penalty: 4655.567383
	Iteration 30Q: 3 clusters Score -1567153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1567156.250000 Penalty: 4655.567383
	Iteration 31Q: 3 clusters Score -1567156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1567158.750000 Penalty: 4655.567383
	Iteration 32Q: 3 clusters Score -1567159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1567157.625000 Penalty: 4655.567383
	Iteration 33Q: 3 clusters Score -1567158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1567160.750000 Penalty: 4655.567383
	Iteration 34Q: 3 clusters Score -1567161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1567160.750000 Penalty: 4655.567383
	Iteration 35F: 3 clusters Score -1567161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Entering Unmasked Estep 
Score: -4586868.000000 Penalty: 2596.410645
	Iteration 0F: 2 clusters Score -4586868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4562863.000000 Penalty: 5192.821289
	Iteration 0F: 3 clusters Score -4562863 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4571812.500000 Penalty: 5192.821289
	Iteration 1F: 3 clusters Score -4571812 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4573054.000000 Penalty: 5192.821289
	Iteration 2F: 3 clusters Score -4573054 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4575542.000000 Penalty: 5192.821289
	Iteration 3F: 3 clusters Score -4575542 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4579405.500000 Penalty: 5192.821289
	Iteration 4F: 3 clusters Score -4579406 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4582879.500000 Penalty: 5192.821289
	Iteration 5F: 3 clusters Score -4582880 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4585061.000000 Penalty: 5192.821289
	Iteration 6F: 3 clusters Score -4585061 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4585965.000000 Penalty: 5192.821289
	Iteration 7F: 3 clusters Score -4585965 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4586431.000000 Penalty: 5192.821289
	Iteration 8Q: 3 clusters Score -4586431 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4586759.500000 Penalty: 5192.821289
	Iteration 9Q: 3 clusters Score -4586760 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4587040.000000 Penalty: 5192.821289
	Iteration 10Q: 3 clusters Score -4587040 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4587268.500000 Penalty: 5192.821289
	Iteration 11Q: 3 clusters Score -4587268 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4587463.500000 Penalty: 5192.821289
	Iteration 12Q: 3 clusters Score -4587464 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4587667.500000 Penalty: 5192.821289
	Iteration 13Q: 3 clusters Score -4587668 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4587800.500000 Penalty: 5192.821289
	Iteration 14Q: 3 clusters Score -4587800 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4587910.000000 Penalty: 5192.821289
	Iteration 15Q: 3 clusters Score -4587910 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4588008.000000 Penalty: 5192.821289
	Iteration 16Q: 3 clusters Score -4588008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4588098.000000 Penalty: 5192.821289
	Iteration 17Q: 3 clusters Score -4588098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4588163.500000 Penalty: 5192.821289
	Iteration 18Q: 3 clusters Score -4588164 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4588204.000000 Penalty: 5192.821289
	Iteration 19Q: 3 clusters Score -4588204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4588242.500000 Penalty: 5192.821289
	Iteration 20F: 3 clusters Score -4588242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4588258.500000 Penalty: 5192.821289
	Iteration 21Q: 3 clusters Score -4588258 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4588282.500000 Penalty: 5192.821289
	Iteration 22Q: 3 clusters Score -4588282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4588302.000000 Penalty: 5192.821289
	Iteration 23Q: 3 clusters Score -4588302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4588331.000000 Penalty: 5192.821289
	Iteration 24Q: 3 clusters Score -4588331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4588341.500000 Penalty: 5192.821289
	Iteration 25Q: 3 clusters Score -4588342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4588335.000000 Penalty: 5192.821289
	Iteration 26Q: 3 clusters Score -4588335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4588336.000000 Penalty: 5192.821289
	Iteration 27Q: 3 clusters Score -4588336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4588348.000000 Penalty: 5192.821289
	Iteration 28Q: 3 clusters Score -4588348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4588363.000000 Penalty: 5192.821289
	Iteration 29Q: 3 clusters Score -4588363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4588370.000000 Penalty: 5192.821289
	Iteration 30Q: 3 clusters Score -4588370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4588369.500000 Penalty: 5192.821289
	Iteration 31Q: 3 clusters Score -4588370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4588364.500000 Penalty: 5192.821289
	Iteration 32Q: 3 clusters Score -4588364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4588365.500000 Penalty: 5192.821289
	Iteration 33Q: 3 clusters Score -4588366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4588368.000000 Penalty: 5192.821289
	Iteration 34Q: 3 clusters Score -4588368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4588371.500000 Penalty: 5192.821289
	Iteration 35Q: 3 clusters Score -4588372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4588369.000000 Penalty: 5192.821289
	Iteration 36Q: 3 clusters Score -4588369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4588364.500000 Penalty: 5192.821289
	Iteration 37Q: 3 clusters Score -4588364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4588361.000000 Penalty: 5192.821289
	Iteration 38Q: 3 clusters Score -4588361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4588375.500000 Penalty: 5192.821289
	Iteration 39Q: 3 clusters Score -4588376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4588375.500000 Penalty: 5192.821289
	Iteration 40F: 3 clusters Score -4588376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4588377.500000 Penalty: 5192.821289
	Iteration 41Q: 3 clusters Score -4588378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4588382.500000 Penalty: 5192.821289
	Iteration 42Q: 3 clusters Score -4588382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4588374.000000 Penalty: 5192.821289
	Iteration 43Q: 3 clusters Score -4588374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4588378.500000 Penalty: 5192.821289
	Iteration 44Q: 3 clusters Score -4588378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4588378.000000 Penalty: 5192.821289
	Iteration 45Q: 3 clusters Score -4588378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4588377.500000 Penalty: 5192.821289
	Iteration 46Q: 3 clusters Score -4588378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4588379.500000 Penalty: 5192.821289
	Iteration 47Q: 3 clusters Score -4588380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4588388.500000 Penalty: 5192.821289
	Iteration 48Q: 3 clusters Score -4588388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4588386.000000 Penalty: 5192.821289
	Iteration 49Q: 3 clusters Score -4588386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4588388.500000 Penalty: 5192.821289
	Iteration 50Q: 3 clusters Score -4588388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4588386.000000 Penalty: 5192.821289
	Iteration 51Q: 3 clusters Score -4588386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4588389.500000 Penalty: 5192.821289
	Iteration 52Q: 3 clusters Score -4588390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4588383.000000 Penalty: 5192.821289
	Iteration 53Q: 3 clusters Score -4588383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4588384.500000 Penalty: 5192.821289
	Iteration 54Q: 3 clusters Score -4588384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4588387.500000 Penalty: 5192.821289
	Iteration 55Q: 3 clusters Score -4588388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4588388.000000 Penalty: 5192.821289
	Iteration 56Q: 3 clusters Score -4588388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4588384.500000 Penalty: 5192.821289
	Iteration 57Q: 3 clusters Score -4588384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4588388.500000 Penalty: 5192.821289
	Iteration 58Q: 3 clusters Score -4588388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4588389.000000 Penalty: 5192.821289
	Iteration 59Q: 3 clusters Score -4588389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4588389.000000 Penalty: 5192.821289
	Iteration 60F: 3 clusters Score -4588389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 102168 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Entering Unmasked Estep 
Score: -180969232.000000 Penalty: 80742.429688
Splitting cluster 13 changes total score from -180957808.000000 to -180969232.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (113288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113288 members 
Entering Unmasked Estep 
Score: -15140805.000000 Penalty: 2886.146729
	Iteration 0F: 2 clusters Score -1.51408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -15065285.000000 Penalty: 5772.293457
	Iteration 0F: 3 clusters Score -1.506528e+07 nChanged 53874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -15096070.000000 Penalty: 5772.293457
	Iteration 1F: 3 clusters Score -1.509607e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -15097198.000000 Penalty: 5772.293457
	Iteration 2Q: 3 clusters Score -1.50972e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -15098537.000000 Penalty: 5772.293457
	Iteration 3Q: 3 clusters Score -1.509854e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -15100582.000000 Penalty: 5772.293457
	Iteration 4Q: 3 clusters Score -1.510058e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -15103298.000000 Penalty: 5772.293457
	Iteration 5Q: 3 clusters Score -1.51033e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -15106977.000000 Penalty: 5772.293457
	Iteration 6F: 3 clusters Score -1.510698e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -15111512.000000 Penalty: 5772.293457
	Iteration 7F: 3 clusters Score -1.511151e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -15116197.000000 Penalty: 5772.293457
	Iteration 8F: 3 clusters Score -1.51162e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -15120229.000000 Penalty: 5772.293457
	Iteration 9F: 3 clusters Score -1.512023e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -15123298.000000 Penalty: 5772.293457
	Iteration 10F: 3 clusters Score -1.51233e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -15125759.000000 Penalty: 5772.293457
	Iteration 11Q: 3 clusters Score -1.512576e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -15127834.000000 Penalty: 5772.293457
	Iteration 12Q: 3 clusters Score -1.512783e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -15129352.000000 Penalty: 5772.293457
	Iteration 13Q: 3 clusters Score -1.512935e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -15130556.000000 Penalty: 5772.293457
	Iteration 14Q: 3 clusters Score -1.513056e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -15131399.000000 Penalty: 5772.293457
	Iteration 15Q: 3 clusters Score -1.51314e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -15132172.000000 Penalty: 5772.293457
	Iteration 16Q: 3 clusters Score -1.513217e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -15132785.000000 Penalty: 5772.293457
	Iteration 17Q: 3 clusters Score -1.513278e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -15133167.000000 Penalty: 5772.293457
	Iteration 18Q: 3 clusters Score -1.513317e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -15133570.000000 Penalty: 5772.293457
	Iteration 19Q: 3 clusters Score -1.513357e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -15133888.000000 Penalty: 5772.293457
	Iteration 20F: 3 clusters Score -1.513389e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -15134183.000000 Penalty: 5772.293457
	Iteration 21Q: 3 clusters Score -1.513418e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -15134429.000000 Penalty: 5772.293457
	Iteration 22Q: 3 clusters Score -1.513443e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -15134666.000000 Penalty: 5772.293457
	Iteration 23Q: 3 clusters Score -1.513467e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -15134921.000000 Penalty: 5772.293457
	Iteration 24Q: 3 clusters Score -1.513492e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -15135087.000000 Penalty: 5772.293457
	Iteration 25Q: 3 clusters Score -1.513509e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -15135347.000000 Penalty: 5772.293457
	Iteration 26Q: 3 clusters Score -1.513535e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -15135535.000000 Penalty: 5772.293457
	Iteration 27Q: 3 clusters Score -1.513554e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -15135744.000000 Penalty: 5772.293457
	Iteration 28Q: 3 clusters Score -1.513574e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -15136054.000000 Penalty: 5772.293457
	Iteration 29Q: 3 clusters Score -1.513605e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -15136283.000000 Penalty: 5772.293457
	Iteration 30Q: 3 clusters Score -1.513628e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -15136489.000000 Penalty: 5772.293457
	Iteration 31Q: 3 clusters Score -1.513649e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -15136699.000000 Penalty: 5772.293457
	Iteration 32Q: 3 clusters Score -1.51367e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -15136903.000000 Penalty: 5772.293457
	Iteration 33Q: 3 clusters Score -1.51369e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -15137048.000000 Penalty: 5772.293457
	Iteration 34Q: 3 clusters Score -1.513705e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -15137100.000000 Penalty: 5772.293457
	Iteration 35Q: 3 clusters Score -1.51371e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -15137225.000000 Penalty: 5772.293457
	Iteration 36Q: 3 clusters Score -1.513722e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -15137320.000000 Penalty: 5772.293457
	Iteration 37Q: 3 clusters Score -1.513732e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -15137431.000000 Penalty: 5772.293457
	Iteration 38Q: 3 clusters Score -1.513743e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -15137517.000000 Penalty: 5772.293457
	Iteration 39Q: 3 clusters Score -1.513752e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -15137542.000000 Penalty: 5772.293457
	Iteration 40F: 3 clusters Score -1.513754e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -15137627.000000 Penalty: 5772.293457
	Iteration 41Q: 3 clusters Score -1.513763e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -15137677.000000 Penalty: 5772.293457
	Iteration 42Q: 3 clusters Score -1.513768e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -15137748.000000 Penalty: 5772.293457
	Iteration 43Q: 3 clusters Score -1.513775e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -15137815.000000 Penalty: 5772.293457
	Iteration 44Q: 3 clusters Score -1.513782e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -15137886.000000 Penalty: 5772.293457
	Iteration 45Q: 3 clusters Score -1.513789e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -15137959.000000 Penalty: 5772.293457
	Iteration 46Q: 3 clusters Score -1.513796e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -15138059.000000 Penalty: 5772.293457
	Iteration 47Q: 3 clusters Score -1.513806e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -15138166.000000 Penalty: 5772.293457
	Iteration 48Q: 3 clusters Score -1.513817e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -15138201.000000 Penalty: 5772.293457
	Iteration 49Q: 3 clusters Score -1.51382e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -15138302.000000 Penalty: 5772.293457
	Iteration 50Q: 3 clusters Score -1.51383e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -15138355.000000 Penalty: 5772.293457
	Iteration 51Q: 3 clusters Score -1.513836e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -15138426.000000 Penalty: 5772.293457
	Iteration 52Q: 3 clusters Score -1.513843e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -15138504.000000 Penalty: 5772.293457
	Iteration 53Q: 3 clusters Score -1.51385e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -15138566.000000 Penalty: 5772.293457
	Iteration 54Q: 3 clusters Score -1.513857e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -15138567.000000 Penalty: 5772.293457
	Iteration 55Q: 3 clusters Score -1.513857e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -15138587.000000 Penalty: 5772.293457
	Iteration 56Q: 3 clusters Score -1.513859e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -15138624.000000 Penalty: 5772.293457
	Iteration 57Q: 3 clusters Score -1.513862e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -15138620.000000 Penalty: 5772.293457
	Iteration 58Q: 3 clusters Score -1.513862e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -15138667.000000 Penalty: 5772.293457
	Iteration 59Q: 3 clusters Score -1.513867e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -15138688.000000 Penalty: 5772.293457
	Iteration 60F: 3 clusters Score -1.513869e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -15138681.000000 Penalty: 5772.293457
	Iteration 61Q: 3 clusters Score -1.513868e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -15138678.000000 Penalty: 5772.293457
	Iteration 62Q: 3 clusters Score -1.513868e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -15138704.000000 Penalty: 5772.293457
	Iteration 63Q: 3 clusters Score -1.51387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -15138726.000000 Penalty: 5772.293457
	Iteration 64Q: 3 clusters Score -1.513873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -15138743.000000 Penalty: 5772.293457
	Iteration 65Q: 3 clusters Score -1.513874e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -15138759.000000 Penalty: 5772.293457
	Iteration 66Q: 3 clusters Score -1.513876e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -15138781.000000 Penalty: 5772.293457
	Iteration 67Q: 3 clusters Score -1.513878e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -15138782.000000 Penalty: 5772.293457
	Iteration 68Q: 3 clusters Score -1.513878e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -15138813.000000 Penalty: 5772.293457
	Iteration 69Q: 3 clusters Score -1.513881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -15138833.000000 Penalty: 5772.293457
	Iteration 70Q: 3 clusters Score -1.513883e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -15138861.000000 Penalty: 5772.293457
	Iteration 71Q: 3 clusters Score -1.513886e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -15138855.000000 Penalty: 5772.293457
	Iteration 72Q: 3 clusters Score -1.513886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -15138831.000000 Penalty: 5772.293457
	Iteration 73Q: 3 clusters Score -1.513883e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -15138836.000000 Penalty: 5772.293457
	Iteration 74Q: 3 clusters Score -1.513884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106207 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -15138820.000000 Penalty: 5772.293457
	Iteration 75Q: 3 clusters Score -1.513882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -15138804.000000 Penalty: 5772.293457
	Iteration 76Q: 3 clusters Score -1.51388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -15138818.000000 Penalty: 5772.293457
	Iteration 77Q: 3 clusters Score -1.513882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -15138838.000000 Penalty: 5772.293457
	Iteration 78Q: 3 clusters Score -1.513884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -15138838.000000 Penalty: 5772.293457
	Iteration 79Q: 3 clusters Score -1.513884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -15138829.000000 Penalty: 5772.293457
	Iteration 80F: 3 clusters Score -1.513883e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -15138826.000000 Penalty: 5772.293457
	Iteration 81Q: 3 clusters Score -1.513883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -15138814.000000 Penalty: 5772.293457
	Iteration 82Q: 3 clusters Score -1.513881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -15138826.000000 Penalty: 5772.293457
	Iteration 83Q: 3 clusters Score -1.513883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -15138813.000000 Penalty: 5772.293457
	Iteration 84Q: 3 clusters Score -1.513881e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -15138817.000000 Penalty: 5772.293457
	Iteration 85Q: 3 clusters Score -1.513882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -15138815.000000 Penalty: 5772.293457
	Iteration 86Q: 3 clusters Score -1.513882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -15138825.000000 Penalty: 5772.293457
	Iteration 87Q: 3 clusters Score -1.513882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -15138832.000000 Penalty: 5772.293457
	Iteration 88Q: 3 clusters Score -1.513883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -15138843.000000 Penalty: 5772.293457
	Iteration 89Q: 3 clusters Score -1.513884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -15138839.000000 Penalty: 5772.293457
	Iteration 90Q: 3 clusters Score -1.513884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -15138844.000000 Penalty: 5772.293457
	Iteration 91Q: 3 clusters Score -1.513884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -15138849.000000 Penalty: 5772.293457
	Iteration 92Q: 3 clusters Score -1.513885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -15138853.000000 Penalty: 5772.293457
	Iteration 93Q: 3 clusters Score -1.513885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -15138850.000000 Penalty: 5772.293457
	Iteration 94Q: 3 clusters Score -1.513885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -15138843.000000 Penalty: 5772.293457
	Iteration 95Q: 3 clusters Score -1.513884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -15138830.000000 Penalty: 5772.293457
	Iteration 96Q: 3 clusters Score -1.513883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -15138848.000000 Penalty: 5772.293457
	Iteration 97Q: 3 clusters Score -1.513885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -15138851.000000 Penalty: 5772.293457
	Iteration 98Q: 3 clusters Score -1.513885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -15138847.000000 Penalty: 5772.293457
	Iteration 99Q: 3 clusters Score -1.513885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -15138848.000000 Penalty: 5772.293457
	Iteration 100F: 3 clusters Score -1.513885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -15138860.000000 Penalty: 5772.293457
	Iteration 101Q: 3 clusters Score -1.513886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -15138850.000000 Penalty: 5772.293457
	Iteration 102Q: 3 clusters Score -1.513885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -15138856.000000 Penalty: 5772.293457
	Iteration 103Q: 3 clusters Score -1.513886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -15138851.000000 Penalty: 5772.293457
	Iteration 104Q: 3 clusters Score -1.513885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -15138842.000000 Penalty: 5772.293457
	Iteration 105Q: 3 clusters Score -1.513884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -15138842.000000 Penalty: 5772.293457
	Iteration 106F: 3 clusters Score -1.513884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -331869.406250 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -331869.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -328950.750000 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -328950.8 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330484.656250 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -330484.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -331680.593750 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -331680.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -332508.656250 Penalty: 3924.743408
	Iteration 3F: 3 clusters Score -332508.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -333063.125000 Penalty: 3924.743408
	Iteration 4F: 3 clusters Score -333063.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -333563.968750 Penalty: 3924.743408
	Iteration 5F: 3 clusters Score -333564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -334226.000000 Penalty: 3924.743408
	Iteration 6F: 3 clusters Score -334226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -335030.718750 Penalty: 3924.743408
	Iteration 7F: 3 clusters Score -335030.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -335718.062500 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -335718.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -335923.375000 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -335923.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -336033.500000 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -336033.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -336139.437500 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -336139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -336174.156250 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -336174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -336212.968750 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -336213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -336223.906250 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -336223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -336226.125000 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -336226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -336225.906250 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -336225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336227.125000 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -336227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336245.562500 Penalty: 3924.743408
	Iteration 18F: 3 clusters Score -336245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336294.125000 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -336294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -336340.812500 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -336340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -336361.937500 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -336361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -336378.312500 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -336378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -336556.312500 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -336556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -336914.718750 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -336914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -336922.125000 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -336922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -336922.125000 Penalty: 3924.743408
	Iteration 26F: 3 clusters Score -336922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 102168 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1369 members 
Entering Unmasked Estep 
Score: -180972944.000000 Penalty: 84252.968750
Splitting cluster 15 changes total score from -180957808.000000 to -180972944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (14369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Entering Unmasked Estep 
Score: -1861043.250000 Penalty: 2374.061523
	Iteration 0F: 2 clusters Score -1861043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1850670.750000 Penalty: 4748.123047
	Iteration 0F: 3 clusters Score -1850671 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1854405.625000 Penalty: 4748.123047
	Iteration 1F: 3 clusters Score -1854406 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1855512.750000 Penalty: 4748.123047
	Iteration 2F: 3 clusters Score -1855513 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1856762.000000 Penalty: 4748.123047
	Iteration 3F: 3 clusters Score -1856762 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1857772.625000 Penalty: 4748.123047
	Iteration 4F: 3 clusters Score -1857773 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1858405.625000 Penalty: 4748.123047
	Iteration 5F: 3 clusters Score -1858406 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1858747.500000 Penalty: 4748.123047
	Iteration 6Q: 3 clusters Score -1858748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1858912.000000 Penalty: 4748.123047
	Iteration 7Q: 3 clusters Score -1858912 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1859020.500000 Penalty: 4748.123047
	Iteration 8Q: 3 clusters Score -1859020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1859121.875000 Penalty: 4748.123047
	Iteration 9Q: 3 clusters Score -1859122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1859223.625000 Penalty: 4748.123047
	Iteration 10Q: 3 clusters Score -1859224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1859319.250000 Penalty: 4748.123047
	Iteration 11Q: 3 clusters Score -1859319 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1859430.875000 Penalty: 4748.123047
	Iteration 12Q: 3 clusters Score -1859431 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1859520.375000 Penalty: 4748.123047
	Iteration 13Q: 3 clusters Score -1859520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1859605.750000 Penalty: 4748.123047
	Iteration 14Q: 3 clusters Score -1859606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1859656.500000 Penalty: 4748.123047
	Iteration 15Q: 3 clusters Score -1859656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1859682.000000 Penalty: 4748.123047
	Iteration 16Q: 3 clusters Score -1859682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1859705.625000 Penalty: 4748.123047
	Iteration 17Q: 3 clusters Score -1859706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1859723.875000 Penalty: 4748.123047
	Iteration 18Q: 3 clusters Score -1859724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1859735.250000 Penalty: 4748.123047
	Iteration 19Q: 3 clusters Score -1859735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1859748.625000 Penalty: 4748.123047
	Iteration 20F: 3 clusters Score -1859749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1859753.375000 Penalty: 4748.123047
	Iteration 21Q: 3 clusters Score -1859753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1859761.375000 Penalty: 4748.123047
	Iteration 22Q: 3 clusters Score -1859761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1859764.875000 Penalty: 4748.123047
	Iteration 23Q: 3 clusters Score -1859765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1859767.750000 Penalty: 4748.123047
	Iteration 24Q: 3 clusters Score -1859768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1859770.375000 Penalty: 4748.123047
	Iteration 25Q: 3 clusters Score -1859770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1859772.000000 Penalty: 4748.123047
	Iteration 26Q: 3 clusters Score -1859772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1859776.750000 Penalty: 4748.123047
	Iteration 27Q: 3 clusters Score -1859777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1859775.750000 Penalty: 4748.123047
	Iteration 28Q: 3 clusters Score -1859776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1859780.375000 Penalty: 4748.123047
	Iteration 29Q: 3 clusters Score -1859780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1859779.250000 Penalty: 4748.123047
	Iteration 30Q: 3 clusters Score -1859779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1859779.375000 Penalty: 4748.123047
	Iteration 31Q: 3 clusters Score -1859779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1859783.250000 Penalty: 4748.123047
	Iteration 32Q: 3 clusters Score -1859783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1859784.250000 Penalty: 4748.123047
	Iteration 33Q: 3 clusters Score -1859784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1859785.625000 Penalty: 4748.123047
	Iteration 34Q: 3 clusters Score -1859786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1859786.750000 Penalty: 4748.123047
	Iteration 35Q: 3 clusters Score -1859787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1859786.750000 Penalty: 4748.123047
	Iteration 36F: 3 clusters Score -1859787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Entering Unmasked Estep 
Score: -12676828.000000 Penalty: 2860.524902
	Iteration 0F: 2 clusters Score -1.267683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -12608539.000000 Penalty: 5721.049805
	Iteration 0F: 3 clusters Score -1.260854e+07 nChanged 48215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -12637392.000000 Penalty: 5721.049805
	Iteration 1F: 3 clusters Score -1.263739e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -12640022.000000 Penalty: 5721.049805
	Iteration 2F: 3 clusters Score -1.264002e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -12644298.000000 Penalty: 5721.049805
	Iteration 3F: 3 clusters Score -1.26443e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -12650493.000000 Penalty: 5721.049805
	Iteration 4F: 3 clusters Score -1.265049e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -12659039.000000 Penalty: 5721.049805
	Iteration 5F: 3 clusters Score -1.265904e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -12667063.000000 Penalty: 5721.049805
	Iteration 6F: 3 clusters Score -1.266706e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -12672422.000000 Penalty: 5721.049805
	Iteration 7F: 3 clusters Score -1.267242e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -12675338.000000 Penalty: 5721.049805
	Iteration 8Q: 3 clusters Score -1.267534e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -12677075.000000 Penalty: 5721.049805
	Iteration 9Q: 3 clusters Score -1.267708e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -12678209.000000 Penalty: 5721.049805
	Iteration 10Q: 3 clusters Score -1.267821e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -12678649.000000 Penalty: 5721.049805
	Iteration 11Q: 3 clusters Score -1.267865e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -12678906.000000 Penalty: 5721.049805
	Iteration 12Q: 3 clusters Score -1.267891e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -12679147.000000 Penalty: 5721.049805
	Iteration 13Q: 3 clusters Score -1.267915e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -12679264.000000 Penalty: 5721.049805
	Iteration 14Q: 3 clusters Score -1.267926e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 98676 members 
Entering Unmasked Estep 
Score: -12679360.000000 Penalty: 5721.049805
	Iteration 15Q: 3 clusters Score -1.267936e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -12679463.000000 Penalty: 5721.049805
	Iteration 16Q: 3 clusters Score -1.267946e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -12679451.000000 Penalty: 5721.049805
	Iteration 17Q: 3 clusters Score -1.267945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -12679442.000000 Penalty: 5721.049805
	Iteration 18Q: 3 clusters Score -1.267944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -12679434.000000 Penalty: 5721.049805
	Iteration 19Q: 3 clusters Score -1.267943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -12679448.000000 Penalty: 5721.049805
	Iteration 20F: 3 clusters Score -1.267945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -12679458.000000 Penalty: 5721.049805
	Iteration 21Q: 3 clusters Score -1.267946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -12679454.000000 Penalty: 5721.049805
	Iteration 22Q: 3 clusters Score -1.267945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -12679460.000000 Penalty: 5721.049805
	Iteration 23Q: 3 clusters Score -1.267946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -12679463.000000 Penalty: 5721.049805
	Iteration 24Q: 3 clusters Score -1.267946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -12679461.000000 Penalty: 5721.049805
	Iteration 25Q: 3 clusters Score -1.267946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -12679461.000000 Penalty: 5721.049805
	Iteration 26F: 3 clusters Score -1.267946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 98757 members 
Entering Unmasked Estep 
Score: -180976080.000000 Penalty: 87763.507812
Splitting cluster 17 changes total score from -180957808.000000 to -180976080.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (86017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Entering Unmasked Estep 
Score: -11355228.000000 Penalty: 2817.850342
	Iteration 0F: 2 clusters Score -1.135523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -11297774.000000 Penalty: 5635.700684
	Iteration 0F: 3 clusters Score -1.129777e+07 nChanged 40440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -11322155.000000 Penalty: 5635.700684
	Iteration 1F: 3 clusters Score -1.132216e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -11326000.000000 Penalty: 5635.700684
	Iteration 2F: 3 clusters Score -1.1326e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -11330124.000000 Penalty: 5635.700684
	Iteration 3F: 3 clusters Score -1.133012e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -11333830.000000 Penalty: 5635.700684
	Iteration 4F: 3 clusters Score -1.133383e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -11338203.000000 Penalty: 5635.700684
	Iteration 5F: 3 clusters Score -1.13382e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -11343416.000000 Penalty: 5635.700684
	Iteration 6F: 3 clusters Score -1.134342e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -11349748.000000 Penalty: 5635.700684
	Iteration 7F: 3 clusters Score -1.134975e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -11355610.000000 Penalty: 5635.700684
	Iteration 8F: 3 clusters Score -1.135561e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -11359889.000000 Penalty: 5635.700684
	Iteration 9Q: 3 clusters Score -1.135989e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -11362360.000000 Penalty: 5635.700684
	Iteration 10Q: 3 clusters Score -1.136236e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -11363849.000000 Penalty: 5635.700684
	Iteration 11Q: 3 clusters Score -1.136385e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -11364444.000000 Penalty: 5635.700684
	Iteration 12Q: 3 clusters Score -1.136444e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -11364715.000000 Penalty: 5635.700684
	Iteration 13Q: 3 clusters Score -1.136472e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -11364874.000000 Penalty: 5635.700684
	Iteration 14Q: 3 clusters Score -1.136487e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -11364970.000000 Penalty: 5635.700684
	Iteration 15Q: 3 clusters Score -1.136497e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -11365041.000000 Penalty: 5635.700684
	Iteration 16Q: 3 clusters Score -1.136504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -11365071.000000 Penalty: 5635.700684
	Iteration 17Q: 3 clusters Score -1.136507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -11365057.000000 Penalty: 5635.700684
	Iteration 18Q: 3 clusters Score -1.136506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -11365071.000000 Penalty: 5635.700684
	Iteration 19Q: 3 clusters Score -1.136507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -11365075.000000 Penalty: 5635.700684
	Iteration 20F: 3 clusters Score -1.136508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -11365076.000000 Penalty: 5635.700684
	Iteration 21Q: 3 clusters Score -1.136508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -11365077.000000 Penalty: 5635.700684
	Iteration 22Q: 3 clusters Score -1.136508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -11365076.000000 Penalty: 5635.700684
	Iteration 23Q: 3 clusters Score -1.136508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -11365082.000000 Penalty: 5635.700684
	Iteration 24Q: 3 clusters Score -1.136508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -11365075.000000 Penalty: 5635.700684
	Iteration 25Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -11365074.000000 Penalty: 5635.700684
	Iteration 26Q: 3 clusters Score -1.136507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -11365080.000000 Penalty: 5635.700684
	Iteration 27Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -11365083.000000 Penalty: 5635.700684
	Iteration 28Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -11365082.000000 Penalty: 5635.700684
	Iteration 29Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -11365082.000000 Penalty: 5635.700684
	Iteration 30Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -11365075.000000 Penalty: 5635.700684
	Iteration 31Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -11365076.000000 Penalty: 5635.700684
	Iteration 32Q: 3 clusters Score -1.136508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -11365077.000000 Penalty: 5635.700684
	Iteration 33Q: 3 clusters Score -1.136508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -11365077.000000 Penalty: 5635.700684
	Iteration 34F: 3 clusters Score -1.136508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 104458 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 98757 members 
Mstep: Class 26 contains 79935 members 
Entering Unmasked Estep 
Score: -180984176.000000 Penalty: 91274.054688
Splitting cluster 18 changes total score from -180957808.000000 to -180984176.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (18727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Entering Unmasked Estep 
Score: -2419298.250000 Penalty: 2439.755127
	Iteration 0F: 2 clusters Score -2419298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2406146.750000 Penalty: 4879.510254
	Iteration 0F: 3 clusters Score -2406147 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2411367.750000 Penalty: 4879.510254
	Iteration 1F: 3 clusters Score -2411368 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2413371.250000 Penalty: 4879.510254
	Iteration 2F: 3 clusters Score -2413371 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2415652.250000 Penalty: 4879.510254
	Iteration 3F: 3 clusters Score -2415652 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2417239.250000 Penalty: 4879.510254
	Iteration 4F: 3 clusters Score -2417239 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2417976.500000 Penalty: 4879.510254
	Iteration 5F: 3 clusters Score -2417976 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2418292.000000 Penalty: 4879.510254
	Iteration 6Q: 3 clusters Score -2418292 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2418432.500000 Penalty: 4879.510254
	Iteration 7Q: 3 clusters Score -2418432 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2418515.000000 Penalty: 4879.510254
	Iteration 8Q: 3 clusters Score -2418515 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2418565.000000 Penalty: 4879.510254
	Iteration 9Q: 3 clusters Score -2418565 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2418598.500000 Penalty: 4879.510254
	Iteration 10Q: 3 clusters Score -2418598 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2418633.750000 Penalty: 4879.510254
	Iteration 11Q: 3 clusters Score -2418634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2418659.750000 Penalty: 4879.510254
	Iteration 12Q: 3 clusters Score -2418660 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2418669.000000 Penalty: 4879.510254
	Iteration 13Q: 3 clusters Score -2418669 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2418683.750000 Penalty: 4879.510254
	Iteration 14Q: 3 clusters Score -2418684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2418701.000000 Penalty: 4879.510254
	Iteration 15Q: 3 clusters Score -2418701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2418718.500000 Penalty: 4879.510254
	Iteration 16Q: 3 clusters Score -2418718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2418729.250000 Penalty: 4879.510254
	Iteration 17Q: 3 clusters Score -2418729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2418746.500000 Penalty: 4879.510254
	Iteration 18Q: 3 clusters Score -2418746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2418753.500000 Penalty: 4879.510254
	Iteration 19Q: 3 clusters Score -2418754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2418764.000000 Penalty: 4879.510254
	Iteration 20F: 3 clusters Score -2418764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2418770.250000 Penalty: 4879.510254
	Iteration 21Q: 3 clusters Score -2418770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2418780.000000 Penalty: 4879.510254
	Iteration 22Q: 3 clusters Score -2418780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2418784.000000 Penalty: 4879.510254
	Iteration 23Q: 3 clusters Score -2418784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2418781.000000 Penalty: 4879.510254
	Iteration 24Q: 3 clusters Score -2418781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2418799.500000 Penalty: 4879.510254
	Iteration 25Q: 3 clusters Score -2418800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2418808.250000 Penalty: 4879.510254
	Iteration 26Q: 3 clusters Score -2418808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2418813.750000 Penalty: 4879.510254
	Iteration 27Q: 3 clusters Score -2418814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2418817.000000 Penalty: 4879.510254
	Iteration 28Q: 3 clusters Score -2418817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2418829.000000 Penalty: 4879.510254
	Iteration 29Q: 3 clusters Score -2418829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2418837.000000 Penalty: 4879.510254
	Iteration 30Q: 3 clusters Score -2418837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2418844.000000 Penalty: 4879.510254
	Iteration 31Q: 3 clusters Score -2418844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2418855.500000 Penalty: 4879.510254
	Iteration 32Q: 3 clusters Score -2418856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2418864.750000 Penalty: 4879.510254
	Iteration 33Q: 3 clusters Score -2418865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2418869.750000 Penalty: 4879.510254
	Iteration 34Q: 3 clusters Score -2418870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2418867.500000 Penalty: 4879.510254
	Iteration 35Q: 3 clusters Score -2418868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2418880.000000 Penalty: 4879.510254
	Iteration 36Q: 3 clusters Score -2418880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2418892.500000 Penalty: 4879.510254
	Iteration 37Q: 3 clusters Score -2418892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2418897.000000 Penalty: 4879.510254
	Iteration 38Q: 3 clusters Score -2418897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2418909.250000 Penalty: 4879.510254
	Iteration 39Q: 3 clusters Score -2418909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2418910.750000 Penalty: 4879.510254
	Iteration 40F: 3 clusters Score -2418911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2418914.750000 Penalty: 4879.510254
	Iteration 41Q: 3 clusters Score -2418915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2418920.750000 Penalty: 4879.510254
	Iteration 42Q: 3 clusters Score -2418921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2418931.750000 Penalty: 4879.510254
	Iteration 43Q: 3 clusters Score -2418932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2418935.750000 Penalty: 4879.510254
	Iteration 44Q: 3 clusters Score -2418936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2418940.000000 Penalty: 4879.510254
	Iteration 45Q: 3 clusters Score -2418940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2418947.000000 Penalty: 4879.510254
	Iteration 46Q: 3 clusters Score -2418947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2418955.500000 Penalty: 4879.510254
	Iteration 47Q: 3 clusters Score -2418956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2418957.500000 Penalty: 4879.510254
	Iteration 48Q: 3 clusters Score -2418958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2418962.750000 Penalty: 4879.510254
	Iteration 49Q: 3 clusters Score -2418963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2418961.750000 Penalty: 4879.510254
	Iteration 50Q: 3 clusters Score -2418962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2418960.750000 Penalty: 4879.510254
	Iteration 51Q: 3 clusters Score -2418961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2418966.250000 Penalty: 4879.510254
	Iteration 52Q: 3 clusters Score -2418966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2418969.500000 Penalty: 4879.510254
	Iteration 53Q: 3 clusters Score -2418970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2418977.500000 Penalty: 4879.510254
	Iteration 54Q: 3 clusters Score -2418978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2418977.500000 Penalty: 4879.510254
	Iteration 55Q: 3 clusters Score -2418978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2418979.500000 Penalty: 4879.510254
	Iteration 56Q: 3 clusters Score -2418980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2418984.500000 Penalty: 4879.510254
	Iteration 57Q: 3 clusters Score -2418984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2418983.500000 Penalty: 4879.510254
	Iteration 58Q: 3 clusters Score -2418984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2418987.000000 Penalty: 4879.510254
	Iteration 59Q: 3 clusters Score -2418987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2418993.000000 Penalty: 4879.510254
	Iteration 60F: 3 clusters Score -2418993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2419000.000000 Penalty: 4879.510254
	Iteration 61Q: 3 clusters Score -2419000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2419002.500000 Penalty: 4879.510254
	Iteration 62Q: 3 clusters Score -2419002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2419000.250000 Penalty: 4879.510254
	Iteration 63Q: 3 clusters Score -2419000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2419004.250000 Penalty: 4879.510254
	Iteration 64Q: 3 clusters Score -2419004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2419003.750000 Penalty: 4879.510254
	Iteration 65Q: 3 clusters Score -2419004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2419002.250000 Penalty: 4879.510254
	Iteration 66Q: 3 clusters Score -2419002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2419005.250000 Penalty: 4879.510254
	Iteration 67Q: 3 clusters Score -2419005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2419003.750000 Penalty: 4879.510254
	Iteration 68Q: 3 clusters Score -2419004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2419009.250000 Penalty: 4879.510254
	Iteration 69Q: 3 clusters Score -2419009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2419010.500000 Penalty: 4879.510254
	Iteration 70Q: 3 clusters Score -2419010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2419013.500000 Penalty: 4879.510254
	Iteration 71Q: 3 clusters Score -2419014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2419011.250000 Penalty: 4879.510254
	Iteration 72Q: 3 clusters Score -2419011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2419013.750000 Penalty: 4879.510254
	Iteration 73Q: 3 clusters Score -2419014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2419011.500000 Penalty: 4879.510254
	Iteration 74Q: 3 clusters Score -2419012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2419006.750000 Penalty: 4879.510254
	Iteration 75Q: 3 clusters Score -2419007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2419006.750000 Penalty: 4879.510254
	Iteration 76F: 3 clusters Score -2419007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Entering Unmasked Estep 
Score: -13914625.000000 Penalty: 2866.021973
	Iteration 0F: 2 clusters Score -1.391462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -13844651.000000 Penalty: 5732.043945
	Iteration 0F: 3 clusters Score -1.384465e+07 nChanged 49700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -13873880.000000 Penalty: 5732.043945
	Iteration 1F: 3 clusters Score -1.387388e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -13875585.000000 Penalty: 5732.043945
	Iteration 2Q: 3 clusters Score -1.387558e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -13877593.000000 Penalty: 5732.043945
	Iteration 3Q: 3 clusters Score -1.387759e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -13879680.000000 Penalty: 5732.043945
	Iteration 4Q: 3 clusters Score -1.387968e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -13881635.000000 Penalty: 5732.043945
	Iteration 5Q: 3 clusters Score -1.388164e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -13883594.000000 Penalty: 5732.043945
	Iteration 6Q: 3 clusters Score -1.388359e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -13885496.000000 Penalty: 5732.043945
	Iteration 7Q: 3 clusters Score -1.38855e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -13887257.000000 Penalty: 5732.043945
	Iteration 8Q: 3 clusters Score -1.388726e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -13889419.000000 Penalty: 5732.043945
	Iteration 9Q: 3 clusters Score -1.388942e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -13891432.000000 Penalty: 5732.043945
	Iteration 10Q: 3 clusters Score -1.389143e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -13893637.000000 Penalty: 5732.043945
	Iteration 11Q: 3 clusters Score -1.389364e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -13895389.000000 Penalty: 5732.043945
	Iteration 12Q: 3 clusters Score -1.389539e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -13896938.000000 Penalty: 5732.043945
	Iteration 13Q: 3 clusters Score -1.389694e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -13898318.000000 Penalty: 5732.043945
	Iteration 14Q: 3 clusters Score -1.389832e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -13899320.000000 Penalty: 5732.043945
	Iteration 15Q: 3 clusters Score -1.389932e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -13899998.000000 Penalty: 5732.043945
	Iteration 16Q: 3 clusters Score -1.39e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -13900512.000000 Penalty: 5732.043945
	Iteration 17Q: 3 clusters Score -1.390051e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -13900882.000000 Penalty: 5732.043945
	Iteration 18Q: 3 clusters Score -1.390088e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -13901291.000000 Penalty: 5732.043945
	Iteration 19Q: 3 clusters Score -1.390129e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -13901609.000000 Penalty: 5732.043945
	Iteration 20F: 3 clusters Score -1.390161e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -13901777.000000 Penalty: 5732.043945
	Iteration 21Q: 3 clusters Score -1.390178e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -13901896.000000 Penalty: 5732.043945
	Iteration 22Q: 3 clusters Score -1.39019e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -13901959.000000 Penalty: 5732.043945
	Iteration 23Q: 3 clusters Score -1.390196e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -13902130.000000 Penalty: 5732.043945
	Iteration 24Q: 3 clusters Score -1.390213e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -13902214.000000 Penalty: 5732.043945
	Iteration 25Q: 3 clusters Score -1.390221e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -13902385.000000 Penalty: 5732.043945
	Iteration 26Q: 3 clusters Score -1.390238e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -13902512.000000 Penalty: 5732.043945
	Iteration 27Q: 3 clusters Score -1.390251e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -13902703.000000 Penalty: 5732.043945
	Iteration 28Q: 3 clusters Score -1.39027e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -13902902.000000 Penalty: 5732.043945
	Iteration 29Q: 3 clusters Score -1.39029e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -13903235.000000 Penalty: 5732.043945
	Iteration 30Q: 3 clusters Score -1.390324e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -13903441.000000 Penalty: 5732.043945
	Iteration 31Q: 3 clusters Score -1.390344e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -13903690.000000 Penalty: 5732.043945
	Iteration 32Q: 3 clusters Score -1.390369e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -13903972.000000 Penalty: 5732.043945
	Iteration 33Q: 3 clusters Score -1.390397e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -13904311.000000 Penalty: 5732.043945
	Iteration 34Q: 3 clusters Score -1.390431e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -13904729.000000 Penalty: 5732.043945
	Iteration 35Q: 3 clusters Score -1.390473e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -13905096.000000 Penalty: 5732.043945
	Iteration 36Q: 3 clusters Score -1.39051e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -13905543.000000 Penalty: 5732.043945
	Iteration 37Q: 3 clusters Score -1.390554e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -13906038.000000 Penalty: 5732.043945
	Iteration 38Q: 3 clusters Score -1.390604e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -13906539.000000 Penalty: 5732.043945
	Iteration 39Q: 3 clusters Score -1.390654e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -13907110.000000 Penalty: 5732.043945
	Iteration 40F: 3 clusters Score -1.390711e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -13907637.000000 Penalty: 5732.043945
	Iteration 41Q: 3 clusters Score -1.390764e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -13908268.000000 Penalty: 5732.043945
	Iteration 42Q: 3 clusters Score -1.390827e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -13908848.000000 Penalty: 5732.043945
	Iteration 43Q: 3 clusters Score -1.390885e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -13909485.000000 Penalty: 5732.043945
	Iteration 44Q: 3 clusters Score -1.390948e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -13909985.000000 Penalty: 5732.043945
	Iteration 45Q: 3 clusters Score -1.390998e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -13910469.000000 Penalty: 5732.043945
	Iteration 46Q: 3 clusters Score -1.391047e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -13910862.000000 Penalty: 5732.043945
	Iteration 47Q: 3 clusters Score -1.391086e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -13911229.000000 Penalty: 5732.043945
	Iteration 48Q: 3 clusters Score -1.391123e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13911422.000000 Penalty: 5732.043945
	Iteration 49Q: 3 clusters Score -1.391142e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13911620.000000 Penalty: 5732.043945
	Iteration 50Q: 3 clusters Score -1.391162e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -13911780.000000 Penalty: 5732.043945
	Iteration 51Q: 3 clusters Score -1.391178e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13911896.000000 Penalty: 5732.043945
	Iteration 52Q: 3 clusters Score -1.39119e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13912018.000000 Penalty: 5732.043945
	Iteration 53Q: 3 clusters Score -1.391202e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13912120.000000 Penalty: 5732.043945
	Iteration 54Q: 3 clusters Score -1.391212e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13912215.000000 Penalty: 5732.043945
	Iteration 55Q: 3 clusters Score -1.391222e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13912283.000000 Penalty: 5732.043945
	Iteration 56Q: 3 clusters Score -1.391228e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13912344.000000 Penalty: 5732.043945
	Iteration 57Q: 3 clusters Score -1.391234e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13912401.000000 Penalty: 5732.043945
	Iteration 58Q: 3 clusters Score -1.39124e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13912428.000000 Penalty: 5732.043945
	Iteration 59Q: 3 clusters Score -1.391243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13912496.000000 Penalty: 5732.043945
	Iteration 60F: 3 clusters Score -1.39125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13912601.000000 Penalty: 5732.043945
	Iteration 61Q: 3 clusters Score -1.39126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13912717.000000 Penalty: 5732.043945
	Iteration 62Q: 3 clusters Score -1.391272e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13912868.000000 Penalty: 5732.043945
	Iteration 63Q: 3 clusters Score -1.391287e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13912983.000000 Penalty: 5732.043945
	Iteration 64Q: 3 clusters Score -1.391298e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13913039.000000 Penalty: 5732.043945
	Iteration 65Q: 3 clusters Score -1.391304e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13913097.000000 Penalty: 5732.043945
	Iteration 66Q: 3 clusters Score -1.39131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13913141.000000 Penalty: 5732.043945
	Iteration 67Q: 3 clusters Score -1.391314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13913177.000000 Penalty: 5732.043945
	Iteration 68Q: 3 clusters Score -1.391318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13913191.000000 Penalty: 5732.043945
	Iteration 69Q: 3 clusters Score -1.391319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13913219.000000 Penalty: 5732.043945
	Iteration 70Q: 3 clusters Score -1.391322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13913234.000000 Penalty: 5732.043945
	Iteration 71Q: 3 clusters Score -1.391323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13913222.000000 Penalty: 5732.043945
	Iteration 72Q: 3 clusters Score -1.391322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13913223.000000 Penalty: 5732.043945
	Iteration 73Q: 3 clusters Score -1.391322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13913235.000000 Penalty: 5732.043945
	Iteration 74Q: 3 clusters Score -1.391324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13913241.000000 Penalty: 5732.043945
	Iteration 75Q: 3 clusters Score -1.391324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13913244.000000 Penalty: 5732.043945
	Iteration 76Q: 3 clusters Score -1.391324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13913243.000000 Penalty: 5732.043945
	Iteration 77Q: 3 clusters Score -1.391324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13913236.000000 Penalty: 5732.043945
	Iteration 78Q: 3 clusters Score -1.391324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13913783.000000 Penalty: 5732.043945
	Iteration 79F: 3 clusters Score -1.391378e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13915094.000000 Penalty: 5732.043945
	Iteration 80F: 3 clusters Score -1.391509e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13916890.000000 Penalty: 5732.043945
	Iteration 81Q: 3 clusters Score -1.391689e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13918661.000000 Penalty: 5732.043945
	Iteration 82Q: 3 clusters Score -1.391866e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -13919521.000000 Penalty: 5732.043945
	Iteration 83Q: 3 clusters Score -1.391952e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -13919886.000000 Penalty: 5732.043945
	Iteration 84Q: 3 clusters Score -1.391989e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -13920071.000000 Penalty: 5732.043945
	Iteration 85Q: 3 clusters Score -1.392007e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13920119.000000 Penalty: 5732.043945
	Iteration 86Q: 3 clusters Score -1.392012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -13920122.000000 Penalty: 5732.043945
	Iteration 87Q: 3 clusters Score -1.392012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13920144.000000 Penalty: 5732.043945
	Iteration 88Q: 3 clusters Score -1.392014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13920151.000000 Penalty: 5732.043945
	Iteration 89Q: 3 clusters Score -1.392015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13920148.000000 Penalty: 5732.043945
	Iteration 90Q: 3 clusters Score -1.392015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -13920152.000000 Penalty: 5732.043945
	Iteration 91Q: 3 clusters Score -1.392015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -13920153.000000 Penalty: 5732.043945
	Iteration 92Q: 3 clusters Score -1.392015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13920155.000000 Penalty: 5732.043945
	Iteration 93Q: 3 clusters Score -1.392016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13920864.000000 Penalty: 5732.043945
	Iteration 94F: 3 clusters Score -1.392086e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13921254.000000 Penalty: 5732.043945
	Iteration 95Q: 3 clusters Score -1.392125e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -13921435.000000 Penalty: 5732.043945
	Iteration 96Q: 3 clusters Score -1.392144e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13921534.000000 Penalty: 5732.043945
	Iteration 97Q: 3 clusters Score -1.392153e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -13921608.000000 Penalty: 5732.043945
	Iteration 98Q: 3 clusters Score -1.392161e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -13921688.000000 Penalty: 5732.043945
	Iteration 99Q: 3 clusters Score -1.392169e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -13921726.000000 Penalty: 5732.043945
	Iteration 100F: 3 clusters Score -1.392173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -13921739.000000 Penalty: 5732.043945
	Iteration 101Q: 3 clusters Score -1.392174e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -13921772.000000 Penalty: 5732.043945
	Iteration 102Q: 3 clusters Score -1.392177e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -13921817.000000 Penalty: 5732.043945
	Iteration 103Q: 3 clusters Score -1.392182e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -13921803.000000 Penalty: 5732.043945
	Iteration 104Q: 3 clusters Score -1.39218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -13921809.000000 Penalty: 5732.043945
	Iteration 105Q: 3 clusters Score -1.392181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -13921804.000000 Penalty: 5732.043945
	Iteration 106Q: 3 clusters Score -1.39218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -13921784.000000 Penalty: 5732.043945
	Iteration 107Q: 3 clusters Score -1.392178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -13921802.000000 Penalty: 5732.043945
	Iteration 108Q: 3 clusters Score -1.39218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -13921821.000000 Penalty: 5732.043945
	Iteration 109Q: 3 clusters Score -1.392182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -13921854.000000 Penalty: 5732.043945
	Iteration 110Q: 3 clusters Score -1.392185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -13921852.000000 Penalty: 5732.043945
	Iteration 111Q: 3 clusters Score -1.392185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -13921875.000000 Penalty: 5732.043945
	Iteration 112Q: 3 clusters Score -1.392188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -13921865.000000 Penalty: 5732.043945
	Iteration 113Q: 3 clusters Score -1.392186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -13921872.000000 Penalty: 5732.043945
	Iteration 114Q: 3 clusters Score -1.392187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -13921856.000000 Penalty: 5732.043945
	Iteration 115Q: 3 clusters Score -1.392186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13921862.000000 Penalty: 5732.043945
	Iteration 116Q: 3 clusters Score -1.392186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -13921867.000000 Penalty: 5732.043945
	Iteration 117Q: 3 clusters Score -1.392187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -13921878.000000 Penalty: 5732.043945
	Iteration 118Q: 3 clusters Score -1.392188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -13921872.000000 Penalty: 5732.043945
	Iteration 119Q: 3 clusters Score -1.392187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -13921882.000000 Penalty: 5732.043945
	Iteration 120F: 3 clusters Score -1.392188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -13921877.000000 Penalty: 5732.043945
	Iteration 121Q: 3 clusters Score -1.392188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -13921879.000000 Penalty: 5732.043945
	Iteration 122Q: 3 clusters Score -1.392188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -13921889.000000 Penalty: 5732.043945
	Iteration 123Q: 3 clusters Score -1.392189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -13921888.000000 Penalty: 5732.043945
	Iteration 124Q: 3 clusters Score -1.392189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -13921882.000000 Penalty: 5732.043945
	Iteration 125Q: 3 clusters Score -1.392188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -13921890.000000 Penalty: 5732.043945
	Iteration 126Q: 3 clusters Score -1.392189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -13921889.000000 Penalty: 5732.043945
	Iteration 127Q: 3 clusters Score -1.392189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -13921882.000000 Penalty: 5732.043945
	Iteration 128Q: 3 clusters Score -1.392188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -13921884.000000 Penalty: 5732.043945
	Iteration 129Q: 3 clusters Score -1.392188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -13921879.000000 Penalty: 5732.043945
	Iteration 130Q: 3 clusters Score -1.392188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -13921881.000000 Penalty: 5732.043945
	Iteration 131Q: 3 clusters Score -1.392188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -13921881.000000 Penalty: 5732.043945
	Iteration 132Q: 3 clusters Score -1.392188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -13921881.000000 Penalty: 5732.043945
	Iteration 133F: 3 clusters Score -1.392188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 98734 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 98757 members 
Mstep: Class 26 contains 79935 members 
Mstep: Class 27 contains 5724 members 
Entering Unmasked Estep 
Score: -180989776.000000 Penalty: 94784.593750
Splitting cluster 20 changes total score from -180957808.000000 to -180989776.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (30358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Entering Unmasked Estep 
Score: -3930429.250000 Penalty: 2559.562256
	Iteration 0F: 2 clusters Score -3930429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3909693.000000 Penalty: 5119.124512
	Iteration 0F: 3 clusters Score -3909693 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3917008.250000 Penalty: 5119.124512
	Iteration 1F: 3 clusters Score -3917008 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3917500.000000 Penalty: 5119.124512
	Iteration 2Q: 3 clusters Score -3917500 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3917982.250000 Penalty: 5119.124512
	Iteration 3Q: 3 clusters Score -3917982 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3918562.250000 Penalty: 5119.124512
	Iteration 4Q: 3 clusters Score -3918562 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3919363.750000 Penalty: 5119.124512
	Iteration 5Q: 3 clusters Score -3919364 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3920505.750000 Penalty: 5119.124512
	Iteration 6F: 3 clusters Score -3920506 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3921896.250000 Penalty: 5119.124512
	Iteration 7F: 3 clusters Score -3921896 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3923372.500000 Penalty: 5119.124512
	Iteration 8F: 3 clusters Score -3923372 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3924658.750000 Penalty: 5119.124512
	Iteration 9F: 3 clusters Score -3924659 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3925734.000000 Penalty: 5119.124512
	Iteration 10Q: 3 clusters Score -3925734 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3926640.750000 Penalty: 5119.124512
	Iteration 11Q: 3 clusters Score -3926641 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3927377.250000 Penalty: 5119.124512
	Iteration 12Q: 3 clusters Score -3927377 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3927902.000000 Penalty: 5119.124512
	Iteration 13Q: 3 clusters Score -3927902 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3928262.750000 Penalty: 5119.124512
	Iteration 14Q: 3 clusters Score -3928263 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3928513.000000 Penalty: 5119.124512
	Iteration 15Q: 3 clusters Score -3928513 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3928686.750000 Penalty: 5119.124512
	Iteration 16Q: 3 clusters Score -3928687 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3928804.500000 Penalty: 5119.124512
	Iteration 17Q: 3 clusters Score -3928804 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3928919.750000 Penalty: 5119.124512
	Iteration 18Q: 3 clusters Score -3928920 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3929018.500000 Penalty: 5119.124512
	Iteration 19Q: 3 clusters Score -3929018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3929109.000000 Penalty: 5119.124512
	Iteration 20F: 3 clusters Score -3929109 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3929239.750000 Penalty: 5119.124512
	Iteration 21Q: 3 clusters Score -3929240 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3929372.500000 Penalty: 5119.124512
	Iteration 22Q: 3 clusters Score -3929372 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3929515.500000 Penalty: 5119.124512
	Iteration 23Q: 3 clusters Score -3929516 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3929710.000000 Penalty: 5119.124512
	Iteration 24Q: 3 clusters Score -3929710 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3930027.000000 Penalty: 5119.124512
	Iteration 25Q: 3 clusters Score -3930027 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3930517.500000 Penalty: 5119.124512
	Iteration 26Q: 3 clusters Score -3930518 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3931200.750000 Penalty: 5119.124512
	Iteration 27Q: 3 clusters Score -3931201 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3932369.500000 Penalty: 5119.124512
	Iteration 28Q: 3 clusters Score -3932370 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3933862.750000 Penalty: 5119.124512
	Iteration 29Q: 3 clusters Score -3933863 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3935532.750000 Penalty: 5119.124512
	Iteration 30Q: 3 clusters Score -3935533 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3936813.500000 Penalty: 5119.124512
	Iteration 31Q: 3 clusters Score -3936814 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3937605.250000 Penalty: 5119.124512
	Iteration 32Q: 3 clusters Score -3937605 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3937987.250000 Penalty: 5119.124512
	Iteration 33Q: 3 clusters Score -3937987 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3938182.750000 Penalty: 5119.124512
	Iteration 34Q: 3 clusters Score -3938183 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3938305.000000 Penalty: 5119.124512
	Iteration 35Q: 3 clusters Score -3938305 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3938361.500000 Penalty: 5119.124512
	Iteration 36Q: 3 clusters Score -3938362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3938410.500000 Penalty: 5119.124512
	Iteration 37Q: 3 clusters Score -3938410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3938427.500000 Penalty: 5119.124512
	Iteration 38Q: 3 clusters Score -3938428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3938433.500000 Penalty: 5119.124512
	Iteration 39Q: 3 clusters Score -3938434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3938553.500000 Penalty: 5119.124512
	Iteration 40F: 3 clusters Score -3938554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3938575.250000 Penalty: 5119.124512
	Iteration 41Q: 3 clusters Score -3938575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3938589.500000 Penalty: 5119.124512
	Iteration 42Q: 3 clusters Score -3938590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3938581.000000 Penalty: 5119.124512
	Iteration 43Q: 3 clusters Score -3938581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3938585.500000 Penalty: 5119.124512
	Iteration 44Q: 3 clusters Score -3938586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3938589.500000 Penalty: 5119.124512
	Iteration 45Q: 3 clusters Score -3938590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3938589.250000 Penalty: 5119.124512
	Iteration 46Q: 3 clusters Score -3938589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3938588.250000 Penalty: 5119.124512
	Iteration 47Q: 3 clusters Score -3938588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3938585.250000 Penalty: 5119.124512
	Iteration 48Q: 3 clusters Score -3938585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3938585.500000 Penalty: 5119.124512
	Iteration 49Q: 3 clusters Score -3938586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3938594.000000 Penalty: 5119.124512
	Iteration 50Q: 3 clusters Score -3938594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3938595.500000 Penalty: 5119.124512
	Iteration 51Q: 3 clusters Score -3938596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3938595.500000 Penalty: 5119.124512
	Iteration 52F: 3 clusters Score -3938596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 6 contains 232624 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 98734 members 
Mstep: Class 21 contains 18736 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 98757 members 
Mstep: Class 26 contains 79935 members 
Mstep: Class 27 contains 5724 members 
Mstep: Class 28 contains 11622 members 
Entering Unmasked Estep 
Score: -180996016.000000 Penalty: 98295.132812
Splitting cluster 21 changes total score from -180957808.000000 to -180996016.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 139456 members 
Mstep: Class 7 contains 78164 members 
Mstep: Class 8 contains 68929 members 
Mstep: Class 9 contains 180006 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 138327 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 98734 members 
Mstep: Class 21 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181008016.000000 Penalty: 98295.132812
Iteration 39Q: 29 clusters Score -1.81008e+08 nChanged 30329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 3825 members 
Mstep: Class 5 contains 139073 members 
Mstep: Class 6 contains 229207 members 
Mstep: Class 7 contains 78841 members 
Mstep: Class 8 contains 66642 members 
Mstep: Class 9 contains 180732 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 136889 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 33653 members 
Mstep: Class 14 contains 117861 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 14356 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 100331 members 
Mstep: Class 21 contains 18208 members 
Mstep: Class 22 contains 3027 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 95145 members 
Mstep: Class 26 contains 79707 members 
Mstep: Class 27 contains 6211 members 
Mstep: Class 28 contains 12017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020800.000000 Penalty: 98295.132812
Iteration 40F: 29 clusters Score -1.810208e+08 nChanged 27492
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 11769 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 138831 members 
Mstep: Class 6 contains 229953 members 
Mstep: Class 7 contains 78342 members 
Mstep: Class 8 contains 63287 members 
Mstep: Class 9 contains 179835 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 134166 members 
Mstep: Class 12 contains 11550 members 
Mstep: Class 13 contains 33089 members 
Mstep: Class 14 contains 121582 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 14281 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 18 contains 6456 members 
Mstep: Class 19 contains 18446 members 
Mstep: Class 20 contains 100212 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 95691 members 
Mstep: Class 26 contains 80517 members 
Mstep: Class 27 contains 6992 members 
Mstep: Class 28 contains 13012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181027120.000000 Penalty: 98295.132812
Iteration 41Q: 29 clusters Score -1.810271e+08 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 138659 members 
Mstep: Class 6 contains 230425 members 
Mstep: Class 7 contains 78079 members 
Mstep: Class 8 contains 60108 members 
Mstep: Class 9 contains 179086 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 131010 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 13 contains 32686 members 
Mstep: Class 14 contains 126101 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 18327 members 
Mstep: Class 20 contains 100067 members 
Mstep: Class 21 contains 17164 members 
Mstep: Class 22 contains 3446 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95853 members 
Mstep: Class 26 contains 80853 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181031056.000000 Penalty: 98295.132812
Iteration 42Q: 29 clusters Score -1.810311e+08 nChanged 18626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 138576 members 
Mstep: Class 6 contains 230560 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 56999 members 
Mstep: Class 9 contains 178404 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 127353 members 
Mstep: Class 12 contains 11037 members 
Mstep: Class 13 contains 32433 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 14213 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 18245 members 
Mstep: Class 20 contains 100007 members 
Mstep: Class 21 contains 16896 members 
Mstep: Class 22 contains 3510 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95926 members 
Mstep: Class 26 contains 81104 members 
Mstep: Class 27 contains 8256 members 
Mstep: Class 28 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034720.000000 Penalty: 98295.132812
Iteration 43Q: 29 clusters Score -1.810347e+08 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 138497 members 
Mstep: Class 6 contains 230567 members 
Mstep: Class 7 contains 77757 members 
Mstep: Class 8 contains 54014 members 
Mstep: Class 9 contains 177825 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 122982 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 32206 members 
Mstep: Class 14 contains 137348 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14194 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 6678 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 99987 members 
Mstep: Class 21 contains 16734 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 2564 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95891 members 
Mstep: Class 26 contains 81194 members 
Mstep: Class 27 contains 8733 members 
Mstep: Class 28 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181037664.000000 Penalty: 98295.132812
Iteration 44Q: 29 clusters Score -1.810377e+08 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 138448 members 
Mstep: Class 6 contains 230369 members 
Mstep: Class 7 contains 77676 members 
Mstep: Class 8 contains 51202 members 
Mstep: Class 9 contains 177367 members 
Mstep: Class 10 contains 16301 members 
Mstep: Class 11 contains 117790 members 
Mstep: Class 12 contains 10761 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 144349 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14176 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 18202 members 
Mstep: Class 20 contains 99995 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95786 members 
Mstep: Class 26 contains 81196 members 
Mstep: Class 27 contains 9142 members 
Mstep: Class 28 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181039840.000000 Penalty: 98295.132812
Iteration 45Q: 29 clusters Score -1.810398e+08 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 15212 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 138435 members 
Mstep: Class 6 contains 230125 members 
Mstep: Class 7 contains 77598 members 
Mstep: Class 8 contains 48640 members 
Mstep: Class 9 contains 176921 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 111926 members 
Mstep: Class 12 contains 10667 members 
Mstep: Class 13 contains 31862 members 
Mstep: Class 14 contains 151921 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 6748 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 99962 members 
Mstep: Class 21 contains 16582 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95791 members 
Mstep: Class 26 contains 81187 members 
Mstep: Class 27 contains 9480 members 
Mstep: Class 28 contains 17110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181040864.000000 Penalty: 98295.132812
Iteration 46Q: 29 clusters Score -1.810409e+08 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 15684 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 138447 members 
Mstep: Class 6 contains 230006 members 
Mstep: Class 7 contains 77540 members 
Mstep: Class 8 contains 46385 members 
Mstep: Class 9 contains 176489 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 105597 members 
Mstep: Class 12 contains 10592 members 
Mstep: Class 13 contains 31694 members 
Mstep: Class 14 contains 159634 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 99857 members 
Mstep: Class 21 contains 16542 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95809 members 
Mstep: Class 26 contains 81159 members 
Mstep: Class 27 contains 9820 members 
Mstep: Class 28 contains 17850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041904.000000 Penalty: 98295.132812
Iteration 47Q: 29 clusters Score -1.810419e+08 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 138476 members 
Mstep: Class 6 contains 230012 members 
Mstep: Class 7 contains 77527 members 
Mstep: Class 8 contains 44364 members 
Mstep: Class 9 contains 175983 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 98626 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 31525 members 
Mstep: Class 14 contains 167791 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 18184 members 
Mstep: Class 20 contains 99777 members 
Mstep: Class 21 contains 16514 members 
Mstep: Class 22 contains 3659 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95838 members 
Mstep: Class 26 contains 81110 members 
Mstep: Class 27 contains 10159 members 
Mstep: Class 28 contains 18599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041856.000000 Penalty: 98295.132812
Iteration 48Q: 29 clusters Score -1.810419e+08 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11982 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 138499 members 
Mstep: Class 6 contains 230122 members 
Mstep: Class 7 contains 77521 members 
Mstep: Class 8 contains 42565 members 
Mstep: Class 9 contains 175442 members 
Mstep: Class 10 contains 16104 members 
Mstep: Class 11 contains 91129 members 
Mstep: Class 12 contains 10463 members 
Mstep: Class 13 contains 31373 members 
Mstep: Class 14 contains 176275 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14155 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 18233 members 
Mstep: Class 20 contains 99651 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 22 contains 3669 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95851 members 
Mstep: Class 26 contains 81060 members 
Mstep: Class 27 contains 10467 members 
Mstep: Class 28 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181042240.000000 Penalty: 98295.132812
Iteration 49Q: 29 clusters Score -1.810422e+08 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 16865 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 138534 members 
Mstep: Class 6 contains 230220 members 
Mstep: Class 7 contains 77506 members 
Mstep: Class 8 contains 40915 members 
Mstep: Class 9 contains 174988 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 83499 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 31243 members 
Mstep: Class 14 contains 184583 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14157 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 20 contains 99505 members 
Mstep: Class 21 contains 16506 members 
Mstep: Class 22 contains 3679 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 95937 members 
Mstep: Class 26 contains 81023 members 
Mstep: Class 27 contains 10786 members 
Mstep: Class 28 contains 19993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181040304.000000 Penalty: 98295.132812
Iteration 50Q: 29 clusters Score -1.810403e+08 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 17214 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 138552 members 
Mstep: Class 6 contains 230487 members 
Mstep: Class 7 contains 77549 members 
Mstep: Class 8 contains 39376 members 
Mstep: Class 9 contains 174599 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 76007 members 
Mstep: Class 12 contains 10376 members 
Mstep: Class 13 contains 31127 members 
Mstep: Class 14 contains 192231 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14158 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 6815 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 20 contains 99367 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3686 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 96183 members 
Mstep: Class 26 contains 80980 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181036672.000000 Penalty: 98295.132812
Iteration 51Q: 29 clusters Score -1.810367e+08 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12008 members 
Mstep: Class 3 contains 17525 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 138580 members 
Mstep: Class 6 contains 231033 members 
Mstep: Class 7 contains 77621 members 
Mstep: Class 8 contains 38133 members 
Mstep: Class 9 contains 174475 members 
Mstep: Class 10 contains 15996 members 
Mstep: Class 11 contains 69213 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 31006 members 
Mstep: Class 14 contains 198324 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14155 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 99246 members 
Mstep: Class 21 contains 16534 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 96534 members 
Mstep: Class 26 contains 80927 members 
Mstep: Class 27 contains 11395 members 
Mstep: Class 28 contains 21329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034656.000000 Penalty: 98295.132812
Iteration 52Q: 29 clusters Score -1.810347e+08 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 138613 members 
Mstep: Class 6 contains 231664 members 
Mstep: Class 7 contains 77725 members 
Mstep: Class 8 contains 37096 members 
Mstep: Class 9 contains 174642 members 
Mstep: Class 10 contains 15953 members 
Mstep: Class 11 contains 63731 members 
Mstep: Class 12 contains 10320 members 
Mstep: Class 13 contains 30921 members 
Mstep: Class 14 contains 202363 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 4481 members 
Mstep: Class 18 contains 6828 members 
Mstep: Class 19 contains 18490 members 
Mstep: Class 20 contains 99084 members 
Mstep: Class 21 contains 16537 members 
Mstep: Class 22 contains 3690 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 97005 members 
Mstep: Class 26 contains 80874 members 
Mstep: Class 27 contains 11690 members 
Mstep: Class 28 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033264.000000 Penalty: 98295.132812
Iteration 53Q: 29 clusters Score -1.810333e+08 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 138631 members 
Mstep: Class 6 contains 232348 members 
Mstep: Class 7 contains 77845 members 
Mstep: Class 8 contains 36227 members 
Mstep: Class 9 contains 175140 members 
Mstep: Class 10 contains 15925 members 
Mstep: Class 11 contains 59610 members 
Mstep: Class 12 contains 10302 members 
Mstep: Class 13 contains 30862 members 
Mstep: Class 14 contains 204568 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14153 members 
Mstep: Class 17 contains 4503 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 18552 members 
Mstep: Class 20 contains 98901 members 
Mstep: Class 21 contains 16544 members 
Mstep: Class 22 contains 3695 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 97422 members 
Mstep: Class 26 contains 80816 members 
Mstep: Class 27 contains 12000 members 
Mstep: Class 28 contains 22603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181032144.000000 Penalty: 98295.132812
Iteration 54Q: 29 clusters Score -1.810321e+08 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11967 members 
Mstep: Class 3 contains 18434 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 138658 members 
Mstep: Class 6 contains 233057 members 
Mstep: Class 7 contains 77959 members 
Mstep: Class 8 contains 35525 members 
Mstep: Class 9 contains 175885 members 
Mstep: Class 10 contains 15889 members 
Mstep: Class 11 contains 56457 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 30832 members 
Mstep: Class 14 contains 205576 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14153 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 6837 members 
Mstep: Class 19 contains 18602 members 
Mstep: Class 20 contains 98733 members 
Mstep: Class 21 contains 16536 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 97843 members 
Mstep: Class 26 contains 80738 members 
Mstep: Class 27 contains 12279 members 
Mstep: Class 28 contains 23112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181031568.000000 Penalty: 98295.132812
Iteration 55Q: 29 clusters Score -1.810316e+08 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11965 members 
Mstep: Class 3 contains 18696 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 138686 members 
Mstep: Class 6 contains 233688 members 
Mstep: Class 7 contains 78090 members 
Mstep: Class 8 contains 34966 members 
Mstep: Class 9 contains 176684 members 
Mstep: Class 10 contains 15871 members 
Mstep: Class 11 contains 53934 members 
Mstep: Class 12 contains 10277 members 
Mstep: Class 13 contains 30813 members 
Mstep: Class 14 contains 205945 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14152 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 6840 members 
Mstep: Class 19 contains 18646 members 
Mstep: Class 20 contains 98561 members 
Mstep: Class 21 contains 16536 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 98243 members 
Mstep: Class 26 contains 80663 members 
Mstep: Class 27 contains 12547 members 
Mstep: Class 28 contains 23489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181031056.000000 Penalty: 98295.132812
Iteration 56Q: 29 clusters Score -1.810311e+08 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11957 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 5022 members 
Mstep: Class 5 contains 138716 members 
Mstep: Class 6 contains 234176 members 
Mstep: Class 7 contains 78225 members 
Mstep: Class 8 contains 34466 members 
Mstep: Class 9 contains 177513 members 
Mstep: Class 10 contains 15849 members 
Mstep: Class 11 contains 51842 members 
Mstep: Class 12 contains 10268 members 
Mstep: Class 13 contains 30811 members 
Mstep: Class 14 contains 206062 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14150 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 6840 members 
Mstep: Class 19 contains 18688 members 
Mstep: Class 20 contains 98392 members 
Mstep: Class 21 contains 16537 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 98645 members 
Mstep: Class 26 contains 80573 members 
Mstep: Class 27 contains 12794 members 
Mstep: Class 28 contains 23796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030624.000000 Penalty: 98295.132812
Iteration 57Q: 29 clusters Score -1.810306e+08 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 11935 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 138750 members 
Mstep: Class 6 contains 234485 members 
Mstep: Class 7 contains 78356 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 178337 members 
Mstep: Class 10 contains 15826 members 
Mstep: Class 11 contains 50171 members 
Mstep: Class 12 contains 10264 members 
Mstep: Class 13 contains 30844 members 
Mstep: Class 14 contains 205977 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14146 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 18732 members 
Mstep: Class 20 contains 98216 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99044 members 
Mstep: Class 26 contains 80477 members 
Mstep: Class 27 contains 13040 members 
Mstep: Class 28 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030944.000000 Penalty: 98295.132812
Iteration 58Q: 29 clusters Score -1.810309e+08 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11922 members 
Mstep: Class 3 contains 19326 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 138782 members 
Mstep: Class 6 contains 234724 members 
Mstep: Class 7 contains 78493 members 
Mstep: Class 8 contains 33661 members 
Mstep: Class 9 contains 179074 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 48794 members 
Mstep: Class 12 contains 10259 members 
Mstep: Class 13 contains 30857 members 
Mstep: Class 14 contains 205847 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14147 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 6848 members 
Mstep: Class 19 contains 18760 members 
Mstep: Class 20 contains 98018 members 
Mstep: Class 21 contains 16542 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99420 members 
Mstep: Class 26 contains 80340 members 
Mstep: Class 27 contains 13280 members 
Mstep: Class 28 contains 24233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181030944.000000 Penalty: 98295.132812
Iteration 59Q: 29 clusters Score -1.810309e+08 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 138803 members 
Mstep: Class 6 contains 234961 members 
Mstep: Class 7 contains 78636 members 
Mstep: Class 8 contains 33331 members 
Mstep: Class 9 contains 179719 members 
Mstep: Class 10 contains 15785 members 
Mstep: Class 11 contains 47600 members 
Mstep: Class 12 contains 10258 members 
Mstep: Class 13 contains 30876 members 
Mstep: Class 14 contains 205700 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14142 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 6853 members 
Mstep: Class 19 contains 18781 members 
Mstep: Class 20 contains 97812 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99756 members 
Mstep: Class 26 contains 80211 members 
Mstep: Class 27 contains 13499 members 
Mstep: Class 28 contains 24386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181037184.000000 Penalty: 98295.132812
Iteration 60F: 29 clusters Score -1.810372e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11923 members 
Mstep: Class 3 contains 19632 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 138812 members 
Mstep: Class 6 contains 235016 members 
Mstep: Class 7 contains 78764 members 
Mstep: Class 8 contains 32339 members 
Mstep: Class 9 contains 179634 members 
Mstep: Class 10 contains 15780 members 
Mstep: Class 11 contains 43155 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 30891 members 
Mstep: Class 14 contains 210766 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14138 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 18791 members 
Mstep: Class 20 contains 97637 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99709 members 
Mstep: Class 26 contains 80086 members 
Mstep: Class 27 contains 13712 members 
Mstep: Class 28 contains 24564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181035760.000000 Penalty: 98295.132812
Iteration 61Q: 29 clusters Score -1.810358e+08 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11903 members 
Mstep: Class 3 contains 19756 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 138818 members 
Mstep: Class 6 contains 235238 members 
Mstep: Class 7 contains 78897 members 
Mstep: Class 8 contains 31533 members 
Mstep: Class 9 contains 179756 members 
Mstep: Class 10 contains 15780 members 
Mstep: Class 11 contains 39643 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 30884 members 
Mstep: Class 14 contains 214390 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14136 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 6863 members 
Mstep: Class 19 contains 18789 members 
Mstep: Class 20 contains 97493 members 
Mstep: Class 21 contains 16562 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99720 members 
Mstep: Class 26 contains 79969 members 
Mstep: Class 27 contains 13897 members 
Mstep: Class 28 contains 24683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181035984.000000 Penalty: 98295.132812
Iteration 62Q: 29 clusters Score -1.81036e+08 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 138830 members 
Mstep: Class 6 contains 235350 members 
Mstep: Class 7 contains 79025 members 
Mstep: Class 8 contains 30858 members 
Mstep: Class 9 contains 180043 members 
Mstep: Class 10 contains 15764 members 
Mstep: Class 11 contains 37002 members 
Mstep: Class 12 contains 10260 members 
Mstep: Class 13 contains 30891 members 
Mstep: Class 14 contains 217031 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14134 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 18789 members 
Mstep: Class 20 contains 97346 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 3700 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99739 members 
Mstep: Class 26 contains 79859 members 
Mstep: Class 27 contains 14084 members 
Mstep: Class 28 contains 24700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181035456.000000 Penalty: 98295.132812
Iteration 63Q: 29 clusters Score -1.810355e+08 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20012 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 138831 members 
Mstep: Class 6 contains 235499 members 
Mstep: Class 7 contains 79164 members 
Mstep: Class 8 contains 30240 members 
Mstep: Class 9 contains 180488 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 34880 members 
Mstep: Class 12 contains 10265 members 
Mstep: Class 13 contains 30901 members 
Mstep: Class 14 contains 218972 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 4619 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 18794 members 
Mstep: Class 20 contains 97200 members 
Mstep: Class 21 contains 16595 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99761 members 
Mstep: Class 26 contains 79739 members 
Mstep: Class 27 contains 14269 members 
Mstep: Class 28 contains 24638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034928.000000 Penalty: 98295.132812
Iteration 64Q: 29 clusters Score -1.810349e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 20156 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 138832 members 
Mstep: Class 6 contains 235660 members 
Mstep: Class 7 contains 79305 members 
Mstep: Class 8 contains 29661 members 
Mstep: Class 9 contains 181114 members 
Mstep: Class 10 contains 15729 members 
Mstep: Class 11 contains 33183 members 
Mstep: Class 12 contains 10273 members 
Mstep: Class 13 contains 30921 members 
Mstep: Class 14 contains 220221 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14129 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 97049 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 3708 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99790 members 
Mstep: Class 26 contains 79636 members 
Mstep: Class 27 contains 14471 members 
Mstep: Class 28 contains 24553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034880.000000 Penalty: 98295.132812
Iteration 65Q: 29 clusters Score -1.810349e+08 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 11884 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 138841 members 
Mstep: Class 6 contains 235803 members 
Mstep: Class 7 contains 79443 members 
Mstep: Class 8 contains 29111 members 
Mstep: Class 9 contains 181846 members 
Mstep: Class 10 contains 15706 members 
Mstep: Class 11 contains 31703 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 30952 members 
Mstep: Class 14 contains 221140 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14129 members 
Mstep: Class 17 contains 4643 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 18826 members 
Mstep: Class 20 contains 96928 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99846 members 
Mstep: Class 26 contains 79513 members 
Mstep: Class 27 contains 14643 members 
Mstep: Class 28 contains 24431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033728.000000 Penalty: 98295.132812
Iteration 66Q: 29 clusters Score -1.810337e+08 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11883 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 138853 members 
Mstep: Class 6 contains 236012 members 
Mstep: Class 7 contains 79590 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 182466 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 30594 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 30967 members 
Mstep: Class 14 contains 221645 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 14129 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 18834 members 
Mstep: Class 20 contains 96833 members 
Mstep: Class 21 contains 16608 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 99909 members 
Mstep: Class 26 contains 79414 members 
Mstep: Class 27 contains 14766 members 
Mstep: Class 28 contains 24331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033216.000000 Penalty: 98295.132812
Iteration 67Q: 29 clusters Score -1.810332e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 20552 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 138859 members 
Mstep: Class 6 contains 236190 members 
Mstep: Class 7 contains 79763 members 
Mstep: Class 8 contains 28189 members 
Mstep: Class 9 contains 183152 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 29757 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 30994 members 
Mstep: Class 14 contains 221812 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 18834 members 
Mstep: Class 20 contains 96746 members 
Mstep: Class 21 contains 16611 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 3237 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100031 members 
Mstep: Class 26 contains 79299 members 
Mstep: Class 27 contains 14875 members 
Mstep: Class 28 contains 24221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033296.000000 Penalty: 98295.132812
Iteration 68Q: 29 clusters Score -1.810333e+08 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11875 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 138859 members 
Mstep: Class 6 contains 236330 members 
Mstep: Class 7 contains 79928 members 
Mstep: Class 8 contains 27757 members 
Mstep: Class 9 contains 183787 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 31031 members 
Mstep: Class 14 contains 221830 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 96684 members 
Mstep: Class 21 contains 16618 members 
Mstep: Class 22 contains 3708 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100147 members 
Mstep: Class 26 contains 79191 members 
Mstep: Class 27 contains 14973 members 
Mstep: Class 28 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033872.000000 Penalty: 98295.132812
Iteration 69Q: 29 clusters Score -1.810339e+08 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 138856 members 
Mstep: Class 6 contains 236399 members 
Mstep: Class 7 contains 80084 members 
Mstep: Class 8 contains 27353 members 
Mstep: Class 9 contains 184365 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 28593 members 
Mstep: Class 12 contains 10318 members 
Mstep: Class 13 contains 31074 members 
Mstep: Class 14 contains 221731 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 18 contains 6906 members 
Mstep: Class 19 contains 18838 members 
Mstep: Class 20 contains 96637 members 
Mstep: Class 21 contains 16629 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 3260 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100307 members 
Mstep: Class 26 contains 79060 members 
Mstep: Class 27 contains 15063 members 
Mstep: Class 28 contains 24040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033616.000000 Penalty: 98295.132812
Iteration 70Q: 29 clusters Score -1.810336e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 20916 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 138860 members 
Mstep: Class 6 contains 236451 members 
Mstep: Class 7 contains 80248 members 
Mstep: Class 8 contains 27010 members 
Mstep: Class 9 contains 184861 members 
Mstep: Class 10 contains 15629 members 
Mstep: Class 11 contains 28169 members 
Mstep: Class 12 contains 10333 members 
Mstep: Class 13 contains 31096 members 
Mstep: Class 14 contains 221583 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 18838 members 
Mstep: Class 20 contains 96567 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100474 members 
Mstep: Class 26 contains 78945 members 
Mstep: Class 27 contains 15164 members 
Mstep: Class 28 contains 23967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033552.000000 Penalty: 98295.132812
Iteration 71Q: 29 clusters Score -1.810336e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 21043 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 138860 members 
Mstep: Class 6 contains 236482 members 
Mstep: Class 7 contains 80418 members 
Mstep: Class 8 contains 26649 members 
Mstep: Class 9 contains 185308 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 27826 members 
Mstep: Class 12 contains 10346 members 
Mstep: Class 13 contains 31113 members 
Mstep: Class 14 contains 221436 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 18836 members 
Mstep: Class 20 contains 96532 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100681 members 
Mstep: Class 26 contains 78812 members 
Mstep: Class 27 contains 15247 members 
Mstep: Class 28 contains 23893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033456.000000 Penalty: 98295.132812
Iteration 72Q: 29 clusters Score -1.810335e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 21147 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 138866 members 
Mstep: Class 6 contains 236514 members 
Mstep: Class 7 contains 80564 members 
Mstep: Class 8 contains 26295 members 
Mstep: Class 9 contains 185731 members 
Mstep: Class 10 contains 15595 members 
Mstep: Class 11 contains 27496 members 
Mstep: Class 12 contains 10366 members 
Mstep: Class 13 contains 31136 members 
Mstep: Class 14 contains 221299 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 18835 members 
Mstep: Class 20 contains 96481 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 100901 members 
Mstep: Class 26 contains 78703 members 
Mstep: Class 27 contains 15326 members 
Mstep: Class 28 contains 23829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033200.000000 Penalty: 98295.132812
Iteration 73Q: 29 clusters Score -1.810332e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 21243 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 138867 members 
Mstep: Class 6 contains 236523 members 
Mstep: Class 7 contains 80709 members 
Mstep: Class 8 contains 25946 members 
Mstep: Class 9 contains 186067 members 
Mstep: Class 10 contains 15581 members 
Mstep: Class 11 contains 27229 members 
Mstep: Class 12 contains 10385 members 
Mstep: Class 13 contains 31148 members 
Mstep: Class 14 contains 221164 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6916 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 96456 members 
Mstep: Class 21 contains 16636 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 101147 members 
Mstep: Class 26 contains 78576 members 
Mstep: Class 27 contains 15412 members 
Mstep: Class 28 contains 23762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033616.000000 Penalty: 98295.132812
Iteration 74Q: 29 clusters Score -1.810336e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 21331 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 138870 members 
Mstep: Class 6 contains 236487 members 
Mstep: Class 7 contains 80886 members 
Mstep: Class 8 contains 25579 members 
Mstep: Class 9 contains 186392 members 
Mstep: Class 10 contains 15575 members 
Mstep: Class 11 contains 26941 members 
Mstep: Class 12 contains 10398 members 
Mstep: Class 13 contains 31159 members 
Mstep: Class 14 contains 221126 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 6924 members 
Mstep: Class 19 contains 18848 members 
Mstep: Class 20 contains 96441 members 
Mstep: Class 21 contains 16634 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 101387 members 
Mstep: Class 26 contains 78442 members 
Mstep: Class 27 contains 15488 members 
Mstep: Class 28 contains 23701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033440.000000 Penalty: 98295.132812
Iteration 75Q: 29 clusters Score -1.810334e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 21419 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 138871 members 
Mstep: Class 6 contains 236440 members 
Mstep: Class 7 contains 81073 members 
Mstep: Class 8 contains 25249 members 
Mstep: Class 9 contains 186702 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 26682 members 
Mstep: Class 12 contains 10419 members 
Mstep: Class 13 contains 31162 members 
Mstep: Class 14 contains 221027 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14123 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 18856 members 
Mstep: Class 20 contains 96436 members 
Mstep: Class 21 contains 16645 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 101626 members 
Mstep: Class 26 contains 78290 members 
Mstep: Class 27 contains 15559 members 
Mstep: Class 28 contains 23656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033616.000000 Penalty: 98295.132812
Iteration 76Q: 29 clusters Score -1.810336e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 138874 members 
Mstep: Class 6 contains 236397 members 
Mstep: Class 7 contains 81261 members 
Mstep: Class 8 contains 24929 members 
Mstep: Class 9 contains 186954 members 
Mstep: Class 10 contains 15565 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 10435 members 
Mstep: Class 13 contains 31166 members 
Mstep: Class 14 contains 220923 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14121 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 6928 members 
Mstep: Class 19 contains 18855 members 
Mstep: Class 20 contains 96415 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 101908 members 
Mstep: Class 26 contains 78149 members 
Mstep: Class 27 contains 15622 members 
Mstep: Class 28 contains 23613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181033568.000000 Penalty: 98295.132812
Iteration 77Q: 29 clusters Score -1.810336e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 21595 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 138879 members 
Mstep: Class 6 contains 236331 members 
Mstep: Class 7 contains 81445 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 187205 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 26232 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 31172 members 
Mstep: Class 14 contains 220807 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 18858 members 
Mstep: Class 20 contains 96404 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 3314 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 102175 members 
Mstep: Class 26 contains 77997 members 
Mstep: Class 27 contains 15686 members 
Mstep: Class 28 contains 23592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181034096.000000 Penalty: 98295.132812
Iteration 78Q: 29 clusters Score -1.810341e+08 nChanged 2768
Entering ConstructFrom: 
Score: -181034096.000000 Penalty: 98295.132812
Entering ConstructFrom: 
Trying to split cluster 1 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -816860.937500 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -816860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -811204.437500 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -811204.4 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -812695.750000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -812695.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -813084.187500 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -813084.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -813394.250000 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -813394.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -813706.875000 Penalty: 4379.949219
	Iteration 4F: 3 clusters Score -813706.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -814049.000000 Penalty: 4379.949219
	Iteration 5F: 3 clusters Score -814049 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -814353.437500 Penalty: 4379.949219
	Iteration 6F: 3 clusters Score -814353.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -814613.625000 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -814613.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -814830.937500 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -814830.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -814998.625000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -814998.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -815138.125000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -815138.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -815263.125000 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -815263.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -815366.812500 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -815366.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -815443.625000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -815443.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -815523.437500 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -815523.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -815591.250000 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -815591.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -815632.250000 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -815632.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -815658.312500 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -815658.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -815684.187500 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -815684.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -815706.437500 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -815706.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -815720.812500 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -815720.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -815736.750000 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -815736.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -815749.187500 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -815749.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -815758.437500 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -815758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -815764.000000 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -815764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -815768.500000 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -815768.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -815774.937500 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -815774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -815777.562500 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -815777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -815778.125000 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -815778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -815782.750000 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -815782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -815785.250000 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -815785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -815786.750000 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -815786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -815788.375000 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -815788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -815788.375000 Penalty: 4379.949219
	Iteration 33F: 3 clusters Score -815788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Entering Unmasked Estep 
Score: -1442879.750000 Penalty: 2325.337891
	Iteration 0F: 2 clusters Score -1442880 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 5944 members 
Entering Unmasked Estep 
Score: -1434164.875000 Penalty: 4650.675781
	Iteration 0F: 3 clusters Score -1434165 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1437379.500000 Penalty: 4650.675781
	Iteration 1F: 3 clusters Score -1437380 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1438528.375000 Penalty: 4650.675781
	Iteration 2F: 3 clusters Score -1438528 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1439824.750000 Penalty: 4650.675781
	Iteration 3F: 3 clusters Score -1439825 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1440974.250000 Penalty: 4650.675781
	Iteration 4F: 3 clusters Score -1440974 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1441689.500000 Penalty: 4650.675781
	Iteration 5F: 3 clusters Score -1441690 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1442031.000000 Penalty: 4650.675781
	Iteration 6Q: 3 clusters Score -1442031 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1442191.500000 Penalty: 4650.675781
	Iteration 7Q: 3 clusters Score -1442192 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1442297.250000 Penalty: 4650.675781
	Iteration 8Q: 3 clusters Score -1442297 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1442346.875000 Penalty: 4650.675781
	Iteration 9Q: 3 clusters Score -1442347 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1442372.750000 Penalty: 4650.675781
	Iteration 10Q: 3 clusters Score -1442373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1442407.250000 Penalty: 4650.675781
	Iteration 11Q: 3 clusters Score -1442407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1442432.125000 Penalty: 4650.675781
	Iteration 12Q: 3 clusters Score -1442432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1442450.250000 Penalty: 4650.675781
	Iteration 13Q: 3 clusters Score -1442450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1442460.750000 Penalty: 4650.675781
	Iteration 14Q: 3 clusters Score -1442461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1442469.875000 Penalty: 4650.675781
	Iteration 15Q: 3 clusters Score -1442470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1442481.375000 Penalty: 4650.675781
	Iteration 16Q: 3 clusters Score -1442481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1442487.750000 Penalty: 4650.675781
	Iteration 17Q: 3 clusters Score -1442488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1442488.250000 Penalty: 4650.675781
	Iteration 18Q: 3 clusters Score -1442488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1442496.375000 Penalty: 4650.675781
	Iteration 19Q: 3 clusters Score -1442496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1442494.750000 Penalty: 4650.675781
	Iteration 20F: 3 clusters Score -1442495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1442498.500000 Penalty: 4650.675781
	Iteration 21Q: 3 clusters Score -1442498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1442496.625000 Penalty: 4650.675781
	Iteration 22Q: 3 clusters Score -1442497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1442495.875000 Penalty: 4650.675781
	Iteration 23Q: 3 clusters Score -1442496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1442499.750000 Penalty: 4650.675781
	Iteration 24Q: 3 clusters Score -1442500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1442499.000000 Penalty: 4650.675781
	Iteration 25Q: 3 clusters Score -1442499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1442500.375000 Penalty: 4650.675781
	Iteration 26Q: 3 clusters Score -1442500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1442500.375000 Penalty: 4650.675781
	Iteration 27F: 3 clusters Score -1442500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Entering Unmasked Estep 
Score: -2929111.750000 Penalty: 2476.148193
	Iteration 0F: 2 clusters Score -2929112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2913946.500000 Penalty: 4952.296387
	Iteration 0F: 3 clusters Score -2913946 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2919040.000000 Penalty: 4952.296387
	Iteration 1F: 3 clusters Score -2919040 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2919414.000000 Penalty: 4952.296387
	Iteration 2F: 3 clusters Score -2919414 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2919736.250000 Penalty: 4952.296387
	Iteration 3Q: 3 clusters Score -2919736 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2920026.750000 Penalty: 4952.296387
	Iteration 4Q: 3 clusters Score -2920027 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2920271.500000 Penalty: 4952.296387
	Iteration 5Q: 3 clusters Score -2920272 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2920511.000000 Penalty: 4952.296387
	Iteration 6Q: 3 clusters Score -2920511 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2920829.750000 Penalty: 4952.296387
	Iteration 7Q: 3 clusters Score -2920830 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2921259.500000 Penalty: 4952.296387
	Iteration 8Q: 3 clusters Score -2921260 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2921875.750000 Penalty: 4952.296387
	Iteration 9Q: 3 clusters Score -2921876 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2922713.250000 Penalty: 4952.296387
	Iteration 10F: 3 clusters Score -2922713 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2923701.000000 Penalty: 4952.296387
	Iteration 11F: 3 clusters Score -2923701 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2924610.000000 Penalty: 4952.296387
	Iteration 12F: 3 clusters Score -2924610 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2925435.500000 Penalty: 4952.296387
	Iteration 13Q: 3 clusters Score -2925436 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2926009.000000 Penalty: 4952.296387
	Iteration 14Q: 3 clusters Score -2926009 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2926353.500000 Penalty: 4952.296387
	Iteration 15Q: 3 clusters Score -2926354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2926577.500000 Penalty: 4952.296387
	Iteration 16Q: 3 clusters Score -2926578 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2926721.750000 Penalty: 4952.296387
	Iteration 17Q: 3 clusters Score -2926722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2926818.250000 Penalty: 4952.296387
	Iteration 18Q: 3 clusters Score -2926818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2926872.000000 Penalty: 4952.296387
	Iteration 19Q: 3 clusters Score -2926872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2926918.000000 Penalty: 4952.296387
	Iteration 20F: 3 clusters Score -2926918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2926955.250000 Penalty: 4952.296387
	Iteration 21Q: 3 clusters Score -2926955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2926977.750000 Penalty: 4952.296387
	Iteration 22Q: 3 clusters Score -2926978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2926997.750000 Penalty: 4952.296387
	Iteration 23Q: 3 clusters Score -2926998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2927005.750000 Penalty: 4952.296387
	Iteration 24Q: 3 clusters Score -2927006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2927022.500000 Penalty: 4952.296387
	Iteration 25Q: 3 clusters Score -2927022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2927033.750000 Penalty: 4952.296387
	Iteration 26Q: 3 clusters Score -2927034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2927036.500000 Penalty: 4952.296387
	Iteration 27Q: 3 clusters Score -2927036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2927036.750000 Penalty: 4952.296387
	Iteration 28Q: 3 clusters Score -2927037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2927036.750000 Penalty: 4952.296387
	Iteration 29F: 3 clusters Score -2927037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -634376.750000 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -634376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -629827.250000 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -629827.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -631011.125000 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -631011.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -631231.187500 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -631231.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -631340.500000 Penalty: 4234.835938
	Iteration 3Q: 3 clusters Score -631340.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -631415.062500 Penalty: 4234.835938
	Iteration 4Q: 3 clusters Score -631415.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631477.062500 Penalty: 4234.835938
	Iteration 5Q: 3 clusters Score -631477.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -631526.250000 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -631526.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -631571.250000 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -631571.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -631603.937500 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -631603.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -631633.812500 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -631633.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -631655.562500 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -631655.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -631680.687500 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -631680.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -631700.937500 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -631700.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -631715.687500 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -631715.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -631735.875000 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -631735.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -631751.500000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -631751.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -631770.000000 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -631770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -631789.812500 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -631789.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -631810.687500 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -631810.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -631828.687500 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -631828.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -631846.562500 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -631846.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -631861.000000 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -631861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -631872.937500 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -631872.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -631885.250000 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -631885.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -631902.062500 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -631902.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -631927.000000 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -631927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -631955.062500 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -631955.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -631970.687500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -631970.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -631983.125000 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -631983.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -631991.562500 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -631991.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -632000.250000 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -632000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -632009.750000 Penalty: 4234.835938
	Iteration 31Q: 3 clusters Score -632009.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -632022.312500 Penalty: 4234.835938
	Iteration 32Q: 3 clusters Score -632022.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -632039.562500 Penalty: 4234.835938
	Iteration 33Q: 3 clusters Score -632039.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -632057.937500 Penalty: 4234.835938
	Iteration 34Q: 3 clusters Score -632057.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -632075.937500 Penalty: 4234.835938
	Iteration 35Q: 3 clusters Score -632075.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -632094.375000 Penalty: 4234.835938
	Iteration 36Q: 3 clusters Score -632094.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -632113.562500 Penalty: 4234.835938
	Iteration 37Q: 3 clusters Score -632113.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -632134.437500 Penalty: 4234.835938
	Iteration 38Q: 3 clusters Score -632134.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -632148.312500 Penalty: 4234.835938
	Iteration 39Q: 3 clusters Score -632148.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -632160.125000 Penalty: 4234.835938
	Iteration 40F: 3 clusters Score -632160.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -632170.875000 Penalty: 4234.835938
	Iteration 41Q: 3 clusters Score -632170.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -632182.375000 Penalty: 4234.835938
	Iteration 42Q: 3 clusters Score -632182.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -632190.875000 Penalty: 4234.835938
	Iteration 43Q: 3 clusters Score -632190.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -632198.937500 Penalty: 4234.835938
	Iteration 44Q: 3 clusters Score -632198.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -632204.625000 Penalty: 4234.835938
	Iteration 45Q: 3 clusters Score -632204.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -632208.500000 Penalty: 4234.835938
	Iteration 46Q: 3 clusters Score -632208.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -632214.375000 Penalty: 4234.835938
	Iteration 47Q: 3 clusters Score -632214.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -632224.562500 Penalty: 4234.835938
	Iteration 48Q: 3 clusters Score -632224.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -632239.312500 Penalty: 4234.835938
	Iteration 49Q: 3 clusters Score -632239.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -632257.875000 Penalty: 4234.835938
	Iteration 50Q: 3 clusters Score -632257.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -632278.437500 Penalty: 4234.835938
	Iteration 51Q: 3 clusters Score -632278.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -632293.500000 Penalty: 4234.835938
	Iteration 52Q: 3 clusters Score -632293.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -632312.687500 Penalty: 4234.835938
	Iteration 53Q: 3 clusters Score -632312.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -632323.750000 Penalty: 4234.835938
	Iteration 54Q: 3 clusters Score -632323.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -632338.062500 Penalty: 4234.835938
	Iteration 55Q: 3 clusters Score -632338.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -632358.062500 Penalty: 4234.835938
	Iteration 56Q: 3 clusters Score -632358.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -632375.187500 Penalty: 4234.835938
	Iteration 57Q: 3 clusters Score -632375.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -632389.312500 Penalty: 4234.835938
	Iteration 58Q: 3 clusters Score -632389.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -632400.062500 Penalty: 4234.835938
	Iteration 59Q: 3 clusters Score -632400.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -632411.437500 Penalty: 4234.835938
	Iteration 60F: 3 clusters Score -632411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -632423.875000 Penalty: 4234.835938
	Iteration 61Q: 3 clusters Score -632423.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -632436.250000 Penalty: 4234.835938
	Iteration 62Q: 3 clusters Score -632436.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -632451.937500 Penalty: 4234.835938
	Iteration 63Q: 3 clusters Score -632451.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -632463.937500 Penalty: 4234.835938
	Iteration 64Q: 3 clusters Score -632463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -632474.187500 Penalty: 4234.835938
	Iteration 65Q: 3 clusters Score -632474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -632478.187500 Penalty: 4234.835938
	Iteration 66Q: 3 clusters Score -632478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -632479.937500 Penalty: 4234.835938
	Iteration 67Q: 3 clusters Score -632479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -632486.562500 Penalty: 4234.835938
	Iteration 68Q: 3 clusters Score -632486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -632493.812500 Penalty: 4234.835938
	Iteration 69Q: 3 clusters Score -632493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -632502.687500 Penalty: 4234.835938
	Iteration 70Q: 3 clusters Score -632502.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -632507.812500 Penalty: 4234.835938
	Iteration 71Q: 3 clusters Score -632507.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -632518.687500 Penalty: 4234.835938
	Iteration 72Q: 3 clusters Score -632518.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -632530.562500 Penalty: 4234.835938
	Iteration 73Q: 3 clusters Score -632530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -632544.625000 Penalty: 4234.835938
	Iteration 74Q: 3 clusters Score -632544.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -632553.500000 Penalty: 4234.835938
	Iteration 75Q: 3 clusters Score -632553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -632558.312500 Penalty: 4234.835938
	Iteration 76Q: 3 clusters Score -632558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -632560.000000 Penalty: 4234.835938
	Iteration 77Q: 3 clusters Score -632560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -632564.062500 Penalty: 4234.835938
	Iteration 78Q: 3 clusters Score -632564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -632567.687500 Penalty: 4234.835938
	Iteration 79Q: 3 clusters Score -632567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -632570.375000 Penalty: 4234.835938
	Iteration 80F: 3 clusters Score -632570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -632571.875000 Penalty: 4234.835938
	Iteration 81Q: 3 clusters Score -632571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -632572.062500 Penalty: 4234.835938
	Iteration 82Q: 3 clusters Score -632572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -632572.062500 Penalty: 4234.835938
	Iteration 83Q: 3 clusters Score -632572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -632573.750000 Penalty: 4234.835938
	Iteration 84Q: 3 clusters Score -632573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -632574.187500 Penalty: 4234.835938
	Iteration 85Q: 3 clusters Score -632574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -632574.187500 Penalty: 4234.835938
	Iteration 86F: 3 clusters Score -632574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Entering Unmasked Estep 
Score: -18166782.000000 Penalty: 2936.662354
	Iteration 0F: 2 clusters Score -1.816678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -18074614.000000 Penalty: 5873.324707
	Iteration 0F: 3 clusters Score -1.807461e+07 nChanged 66529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -18113826.000000 Penalty: 5873.324707
	Iteration 1F: 3 clusters Score -1.811383e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -18115962.000000 Penalty: 5873.324707
	Iteration 2Q: 3 clusters Score -1.811596e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -18119630.000000 Penalty: 5873.324707
	Iteration 3F: 3 clusters Score -1.811963e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -18126650.000000 Penalty: 5873.324707
	Iteration 4F: 3 clusters Score -1.812665e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -18135466.000000 Penalty: 5873.324707
	Iteration 5F: 3 clusters Score -1.813547e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -18143256.000000 Penalty: 5873.324707
	Iteration 6F: 3 clusters Score -1.814326e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -18147956.000000 Penalty: 5873.324707
	Iteration 7F: 3 clusters Score -1.814796e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -18150974.000000 Penalty: 5873.324707
	Iteration 8Q: 3 clusters Score -1.815097e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -18152544.000000 Penalty: 5873.324707
	Iteration 9Q: 3 clusters Score -1.815254e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -18153696.000000 Penalty: 5873.324707
	Iteration 10Q: 3 clusters Score -1.81537e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -18154654.000000 Penalty: 5873.324707
	Iteration 11Q: 3 clusters Score -1.815465e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -18155488.000000 Penalty: 5873.324707
	Iteration 12Q: 3 clusters Score -1.815549e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -18156270.000000 Penalty: 5873.324707
	Iteration 13Q: 3 clusters Score -1.815627e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 124352 members 
Entering Unmasked Estep 
Score: -18157100.000000 Penalty: 5873.324707
	Iteration 14Q: 3 clusters Score -1.81571e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -18158074.000000 Penalty: 5873.324707
	Iteration 15Q: 3 clusters Score -1.815807e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 128678 members 
Entering Unmasked Estep 
Score: -18158758.000000 Penalty: 5873.324707
	Iteration 16Q: 3 clusters Score -1.815876e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -18159778.000000 Penalty: 5873.324707
	Iteration 17Q: 3 clusters Score -1.815978e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -18160766.000000 Penalty: 5873.324707
	Iteration 18Q: 3 clusters Score -1.816077e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
Score: -18161694.000000 Penalty: 5873.324707
	Iteration 19Q: 3 clusters Score -1.816169e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -18162506.000000 Penalty: 5873.324707
	Iteration 20F: 3 clusters Score -1.816251e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -18163042.000000 Penalty: 5873.324707
	Iteration 21Q: 3 clusters Score -1.816304e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -18163400.000000 Penalty: 5873.324707
	Iteration 22Q: 3 clusters Score -1.81634e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -18163676.000000 Penalty: 5873.324707
	Iteration 23Q: 3 clusters Score -1.816368e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -18163960.000000 Penalty: 5873.324707
	Iteration 24Q: 3 clusters Score -1.816396e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 137934 members 
Entering Unmasked Estep 
Score: -18164114.000000 Penalty: 5873.324707
	Iteration 25Q: 3 clusters Score -1.816411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 138042 members 
Entering Unmasked Estep 
Score: -18164170.000000 Penalty: 5873.324707
	Iteration 26Q: 3 clusters Score -1.816417e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -18164276.000000 Penalty: 5873.324707
	Iteration 27Q: 3 clusters Score -1.816428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -18164332.000000 Penalty: 5873.324707
	Iteration 28Q: 3 clusters Score -1.816433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -18164340.000000 Penalty: 5873.324707
	Iteration 29Q: 3 clusters Score -1.816434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 138193 members 
Entering Unmasked Estep 
Score: -18164366.000000 Penalty: 5873.324707
	Iteration 30Q: 3 clusters Score -1.816437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 138213 members 
Entering Unmasked Estep 
Score: -18164380.000000 Penalty: 5873.324707
	Iteration 31Q: 3 clusters Score -1.816438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -18164382.000000 Penalty: 5873.324707
	Iteration 32Q: 3 clusters Score -1.816438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -18164398.000000 Penalty: 5873.324707
	Iteration 33Q: 3 clusters Score -1.81644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 138234 members 
Entering Unmasked Estep 
Score: -18164406.000000 Penalty: 5873.324707
	Iteration 34Q: 3 clusters Score -1.816441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 138238 members 
Entering Unmasked Estep 
Score: -18164386.000000 Penalty: 5873.324707
	Iteration 35Q: 3 clusters Score -1.816439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -18164384.000000 Penalty: 5873.324707
	Iteration 36Q: 3 clusters Score -1.816438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -18164412.000000 Penalty: 5873.324707
	Iteration 37Q: 3 clusters Score -1.816441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 138254 members 
Entering Unmasked Estep 
Score: -18164420.000000 Penalty: 5873.324707
	Iteration 38Q: 3 clusters Score -1.816442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -18164412.000000 Penalty: 5873.324707
	Iteration 39Q: 3 clusters Score -1.816441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -18164418.000000 Penalty: 5873.324707
	Iteration 40F: 3 clusters Score -1.816442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -18164424.000000 Penalty: 5873.324707
	Iteration 41Q: 3 clusters Score -1.816442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -18164424.000000 Penalty: 5873.324707
	Iteration 42Q: 3 clusters Score -1.816442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 138264 members 
Entering Unmasked Estep 
Score: -18164422.000000 Penalty: 5873.324707
	Iteration 43Q: 3 clusters Score -1.816442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -18164434.000000 Penalty: 5873.324707
	Iteration 44Q: 3 clusters Score -1.816443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -18164444.000000 Penalty: 5873.324707
	Iteration 45Q: 3 clusters Score -1.816444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 138258 members 
Entering Unmasked Estep 
Score: -18164440.000000 Penalty: 5873.324707
	Iteration 46Q: 3 clusters Score -1.816444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -18164442.000000 Penalty: 5873.324707
	Iteration 47Q: 3 clusters Score -1.816444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -18164430.000000 Penalty: 5873.324707
	Iteration 48Q: 3 clusters Score -1.816443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -18164426.000000 Penalty: 5873.324707
	Iteration 49Q: 3 clusters Score -1.816443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -18164432.000000 Penalty: 5873.324707
	Iteration 50Q: 3 clusters Score -1.816443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -18164430.000000 Penalty: 5873.324707
	Iteration 51Q: 3 clusters Score -1.816443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -18164430.000000 Penalty: 5873.324707
	Iteration 52Q: 3 clusters Score -1.816443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -18164434.000000 Penalty: 5873.324707
	Iteration 53Q: 3 clusters Score -1.816443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -18164438.000000 Penalty: 5873.324707
	Iteration 54Q: 3 clusters Score -1.816444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -18164446.000000 Penalty: 5873.324707
	Iteration 55Q: 3 clusters Score -1.816445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -18164456.000000 Penalty: 5873.324707
	Iteration 56Q: 3 clusters Score -1.816446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -18164450.000000 Penalty: 5873.324707
	Iteration 57Q: 3 clusters Score -1.816445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 138285 members 
Entering Unmasked Estep 
Score: -18164442.000000 Penalty: 5873.324707
	Iteration 58Q: 3 clusters Score -1.816444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -18164446.000000 Penalty: 5873.324707
	Iteration 59Q: 3 clusters Score -1.816445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -18164444.000000 Penalty: 5873.324707
	Iteration 60F: 3 clusters Score -1.816444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 138288 members 
Entering Unmasked Estep 
Score: -18164446.000000 Penalty: 5873.324707
	Iteration 61Q: 3 clusters Score -1.816445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 138288 members 
Entering Unmasked Estep 
Score: -18164446.000000 Penalty: 5873.324707
	Iteration 62F: 3 clusters Score -1.816445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (236256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236256 members 
Entering Unmasked Estep 
Score: -31605722.000000 Penalty: 3068.422363
	Iteration 0F: 2 clusters Score -3.160572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118371 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -31467480.000000 Penalty: 6136.844727
	Iteration 0F: 3 clusters Score -3.146748e+07 nChanged 114130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -31535528.000000 Penalty: 6136.844727
	Iteration 1F: 3 clusters Score -3.153553e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -31537518.000000 Penalty: 6136.844727
	Iteration 2Q: 3 clusters Score -3.153752e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -31540638.000000 Penalty: 6136.844727
	Iteration 3Q: 3 clusters Score -3.154064e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -31545394.000000 Penalty: 6136.844727
	Iteration 4F: 3 clusters Score -3.154539e+07 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -31553642.000000 Penalty: 6136.844727
	Iteration 5F: 3 clusters Score -3.155364e+07 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182152 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -31565878.000000 Penalty: 6136.844727
	Iteration 6F: 3 clusters Score -3.156588e+07 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201188 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -31578952.000000 Penalty: 6136.844727
	Iteration 7F: 3 clusters Score -3.157895e+07 nChanged 16679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -31590920.000000 Penalty: 6136.844727
	Iteration 8F: 3 clusters Score -3.159092e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -31597596.000000 Penalty: 6136.844727
	Iteration 9Q: 3 clusters Score -3.15976e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233626 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -31600636.000000 Penalty: 6136.844727
	Iteration 10Q: 3 clusters Score -3.160064e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235272 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -31601984.000000 Penalty: 6136.844727
	Iteration 11Q: 3 clusters Score -3.160198e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235755 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -31602518.000000 Penalty: 6136.844727
	Iteration 12Q: 3 clusters Score -3.160252e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235892 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31602768.000000 Penalty: 6136.844727
	Iteration 13Q: 3 clusters Score -3.160277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235935 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31602850.000000 Penalty: 6136.844727
	Iteration 14Q: 3 clusters Score -3.160285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31602912.000000 Penalty: 6136.844727
	Iteration 15Q: 3 clusters Score -3.160291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235955 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31602962.000000 Penalty: 6136.844727
	Iteration 16Q: 3 clusters Score -3.160296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235956 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31602974.000000 Penalty: 6136.844727
	Iteration 17Q: 3 clusters Score -3.160297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235959 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31602986.000000 Penalty: 6136.844727
	Iteration 18Q: 3 clusters Score -3.160299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235965 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31602982.000000 Penalty: 6136.844727
	Iteration 19Q: 3 clusters Score -3.160298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235967 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31603018.000000 Penalty: 6136.844727
	Iteration 20F: 3 clusters Score -3.160302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235970 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31603016.000000 Penalty: 6136.844727
	Iteration 21Q: 3 clusters Score -3.160302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235972 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31603022.000000 Penalty: 6136.844727
	Iteration 22Q: 3 clusters Score -3.160302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235973 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31603010.000000 Penalty: 6136.844727
	Iteration 23Q: 3 clusters Score -3.160301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235973 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31603010.000000 Penalty: 6136.844727
	Iteration 24F: 3 clusters Score -3.160301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Entering Unmasked Estep 
Score: -10801071.000000 Penalty: 2804.816406
	Iteration 0F: 2 clusters Score -1.080107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -10746520.000000 Penalty: 5609.632812
	Iteration 0F: 3 clusters Score -1.074652e+07 nChanged 38440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -10769138.000000 Penalty: 5609.632812
	Iteration 1F: 3 clusters Score -1.076914e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -10771264.000000 Penalty: 5609.632812
	Iteration 2F: 3 clusters Score -1.077126e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -10774189.000000 Penalty: 5609.632812
	Iteration 3F: 3 clusters Score -1.077419e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -10777344.000000 Penalty: 5609.632812
	Iteration 4F: 3 clusters Score -1.077734e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -10780181.000000 Penalty: 5609.632812
	Iteration 5F: 3 clusters Score -1.078018e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -10782988.000000 Penalty: 5609.632812
	Iteration 6F: 3 clusters Score -1.078299e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -10785396.000000 Penalty: 5609.632812
	Iteration 7F: 3 clusters Score -1.07854e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -10787497.000000 Penalty: 5609.632812
	Iteration 8Q: 3 clusters Score -1.07875e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -10789641.000000 Penalty: 5609.632812
	Iteration 9Q: 3 clusters Score -1.078964e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -10791707.000000 Penalty: 5609.632812
	Iteration 10Q: 3 clusters Score -1.079171e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -10793673.000000 Penalty: 5609.632812
	Iteration 11Q: 3 clusters Score -1.079367e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -10795287.000000 Penalty: 5609.632812
	Iteration 12Q: 3 clusters Score -1.079529e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -10796283.000000 Penalty: 5609.632812
	Iteration 13Q: 3 clusters Score -1.079628e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -10796967.000000 Penalty: 5609.632812
	Iteration 14Q: 3 clusters Score -1.079697e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -10797530.000000 Penalty: 5609.632812
	Iteration 15Q: 3 clusters Score -1.079753e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -10798021.000000 Penalty: 5609.632812
	Iteration 16Q: 3 clusters Score -1.079802e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -10798421.000000 Penalty: 5609.632812
	Iteration 17Q: 3 clusters Score -1.079842e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -10798730.000000 Penalty: 5609.632812
	Iteration 18Q: 3 clusters Score -1.079873e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -10799023.000000 Penalty: 5609.632812
	Iteration 19Q: 3 clusters Score -1.079902e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -10799268.000000 Penalty: 5609.632812
	Iteration 20F: 3 clusters Score -1.079927e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -10799491.000000 Penalty: 5609.632812
	Iteration 21Q: 3 clusters Score -1.079949e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -10799689.000000 Penalty: 5609.632812
	Iteration 22Q: 3 clusters Score -1.079969e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -10799897.000000 Penalty: 5609.632812
	Iteration 23Q: 3 clusters Score -1.07999e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -10800003.000000 Penalty: 5609.632812
	Iteration 24Q: 3 clusters Score -1.08e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -10800102.000000 Penalty: 5609.632812
	Iteration 25Q: 3 clusters Score -1.08001e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -10800218.000000 Penalty: 5609.632812
	Iteration 26Q: 3 clusters Score -1.080022e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10800332.000000 Penalty: 5609.632812
	Iteration 27Q: 3 clusters Score -1.080033e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -10800441.000000 Penalty: 5609.632812
	Iteration 28Q: 3 clusters Score -1.080044e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -10800487.000000 Penalty: 5609.632812
	Iteration 29Q: 3 clusters Score -1.080049e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -10800535.000000 Penalty: 5609.632812
	Iteration 30Q: 3 clusters Score -1.080054e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -10800572.000000 Penalty: 5609.632812
	Iteration 31Q: 3 clusters Score -1.080057e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10800627.000000 Penalty: 5609.632812
	Iteration 32Q: 3 clusters Score -1.080063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -10800647.000000 Penalty: 5609.632812
	Iteration 33Q: 3 clusters Score -1.080065e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -10800677.000000 Penalty: 5609.632812
	Iteration 34Q: 3 clusters Score -1.080068e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -10800694.000000 Penalty: 5609.632812
	Iteration 35Q: 3 clusters Score -1.080069e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -10800710.000000 Penalty: 5609.632812
	Iteration 36Q: 3 clusters Score -1.080071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -10800709.000000 Penalty: 5609.632812
	Iteration 37Q: 3 clusters Score -1.080071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -10800723.000000 Penalty: 5609.632812
	Iteration 38Q: 3 clusters Score -1.080072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -10800718.000000 Penalty: 5609.632812
	Iteration 39Q: 3 clusters Score -1.080072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -10800719.000000 Penalty: 5609.632812
	Iteration 40F: 3 clusters Score -1.080072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -10800722.000000 Penalty: 5609.632812
	Iteration 41Q: 3 clusters Score -1.080072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -10800718.000000 Penalty: 5609.632812
	Iteration 42Q: 3 clusters Score -1.080072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -10800721.000000 Penalty: 5609.632812
	Iteration 43Q: 3 clusters Score -1.080072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -10800719.000000 Penalty: 5609.632812
	Iteration 44Q: 3 clusters Score -1.080072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -10800731.000000 Penalty: 5609.632812
	Iteration 45Q: 3 clusters Score -1.080073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -10800755.000000 Penalty: 5609.632812
	Iteration 46Q: 3 clusters Score -1.080076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -10800757.000000 Penalty: 5609.632812
	Iteration 47Q: 3 clusters Score -1.080076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -10800767.000000 Penalty: 5609.632812
	Iteration 48Q: 3 clusters Score -1.080077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -10800782.000000 Penalty: 5609.632812
	Iteration 49Q: 3 clusters Score -1.080078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -10800774.000000 Penalty: 5609.632812
	Iteration 50Q: 3 clusters Score -1.080077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -10800780.000000 Penalty: 5609.632812
	Iteration 51Q: 3 clusters Score -1.080078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -10800783.000000 Penalty: 5609.632812
	Iteration 52Q: 3 clusters Score -1.080078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -10800801.000000 Penalty: 5609.632812
	Iteration 53Q: 3 clusters Score -1.08008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -10800792.000000 Penalty: 5609.632812
	Iteration 54Q: 3 clusters Score -1.080079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10800792.000000 Penalty: 5609.632812
	Iteration 55Q: 3 clusters Score -1.080079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -10800802.000000 Penalty: 5609.632812
	Iteration 56Q: 3 clusters Score -1.08008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -10800807.000000 Penalty: 5609.632812
	Iteration 57Q: 3 clusters Score -1.080081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -10800810.000000 Penalty: 5609.632812
	Iteration 58Q: 3 clusters Score -1.080081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -10800822.000000 Penalty: 5609.632812
	Iteration 59Q: 3 clusters Score -1.080082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -10800853.000000 Penalty: 5609.632812
	Iteration 60F: 3 clusters Score -1.080085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -10800852.000000 Penalty: 5609.632812
	Iteration 61Q: 3 clusters Score -1.080085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -10800847.000000 Penalty: 5609.632812
	Iteration 62Q: 3 clusters Score -1.080085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -10800853.000000 Penalty: 5609.632812
	Iteration 63Q: 3 clusters Score -1.080085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -10800853.000000 Penalty: 5609.632812
	Iteration 64Q: 3 clusters Score -1.080085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -10800853.000000 Penalty: 5609.632812
	Iteration 65Q: 3 clusters Score -1.080085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -10800858.000000 Penalty: 5609.632812
	Iteration 66Q: 3 clusters Score -1.080086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -10800861.000000 Penalty: 5609.632812
	Iteration 67Q: 3 clusters Score -1.080086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10800859.000000 Penalty: 5609.632812
	Iteration 68Q: 3 clusters Score -1.080086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -10800855.000000 Penalty: 5609.632812
	Iteration 69Q: 3 clusters Score -1.080086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -10800862.000000 Penalty: 5609.632812
	Iteration 70Q: 3 clusters Score -1.080086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10800865.000000 Penalty: 5609.632812
	Iteration 71Q: 3 clusters Score -1.080086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10800864.000000 Penalty: 5609.632812
	Iteration 72Q: 3 clusters Score -1.080086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10800871.000000 Penalty: 5609.632812
	Iteration 73Q: 3 clusters Score -1.080087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -10800873.000000 Penalty: 5609.632812
	Iteration 74Q: 3 clusters Score -1.080087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10800873.000000 Penalty: 5609.632812
	Iteration 75Q: 3 clusters Score -1.080087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -10800871.000000 Penalty: 5609.632812
	Iteration 76Q: 3 clusters Score -1.080087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -10800868.000000 Penalty: 5609.632812
	Iteration 77Q: 3 clusters Score -1.080087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -10800871.000000 Penalty: 5609.632812
	Iteration 78Q: 3 clusters Score -1.080087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -10800866.000000 Penalty: 5609.632812
	Iteration 79Q: 3 clusters Score -1.080087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -10800865.000000 Penalty: 5609.632812
	Iteration 80F: 3 clusters Score -1.080086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -10800869.000000 Penalty: 5609.632812
	Iteration 81Q: 3 clusters Score -1.080087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -10800873.000000 Penalty: 5609.632812
	Iteration 82Q: 3 clusters Score -1.080087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -10800873.000000 Penalty: 5609.632812
	Iteration 83F: 3 clusters Score -1.080087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Entering Unmasked Estep 
Score: -3109006.750000 Penalty: 2504.422607
	Iteration 0F: 2 clusters Score -3109007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3092213.500000 Penalty: 5008.845215
	Iteration 0F: 3 clusters Score -3092214 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3098120.250000 Penalty: 5008.845215
	Iteration 1F: 3 clusters Score -3098120 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3098620.000000 Penalty: 5008.845215
	Iteration 2F: 3 clusters Score -3098620 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3099091.250000 Penalty: 5008.845215
	Iteration 3Q: 3 clusters Score -3099091 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3099515.750000 Penalty: 5008.845215
	Iteration 4Q: 3 clusters Score -3099516 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3099970.750000 Penalty: 5008.845215
	Iteration 5Q: 3 clusters Score -3099971 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3100458.750000 Penalty: 5008.845215
	Iteration 6Q: 3 clusters Score -3100459 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3100945.750000 Penalty: 5008.845215
	Iteration 7Q: 3 clusters Score -3100946 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3101419.750000 Penalty: 5008.845215
	Iteration 8Q: 3 clusters Score -3101420 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3101910.000000 Penalty: 5008.845215
	Iteration 9Q: 3 clusters Score -3101910 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3102429 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3102840.000000 Penalty: 5008.845215
	Iteration 11Q: 3 clusters Score -3102840 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3103155.750000 Penalty: 5008.845215
	Iteration 12Q: 3 clusters Score -3103156 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3103385.250000 Penalty: 5008.845215
	Iteration 13Q: 3 clusters Score -3103385 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3103551.750000 Penalty: 5008.845215
	Iteration 14Q: 3 clusters Score -3103552 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3103666.500000 Penalty: 5008.845215
	Iteration 15Q: 3 clusters Score -3103666 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3103714.000000 Penalty: 5008.845215
	Iteration 16Q: 3 clusters Score -3103714 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3103755.750000 Penalty: 5008.845215
	Iteration 17Q: 3 clusters Score -3103756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3103794.500000 Penalty: 5008.845215
	Iteration 18Q: 3 clusters Score -3103794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3103827.000000 Penalty: 5008.845215
	Iteration 19Q: 3 clusters Score -3103827 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3103853.750000 Penalty: 5008.845215
	Iteration 20F: 3 clusters Score -3103854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3103888.750000 Penalty: 5008.845215
	Iteration 21Q: 3 clusters Score -3103889 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3103925.500000 Penalty: 5008.845215
	Iteration 22Q: 3 clusters Score -3103926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3103949.500000 Penalty: 5008.845215
	Iteration 23Q: 3 clusters Score -3103950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3103976.500000 Penalty: 5008.845215
	Iteration 24Q: 3 clusters Score -3103976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3103989.750000 Penalty: 5008.845215
	Iteration 25Q: 3 clusters Score -3103990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3104006.250000 Penalty: 5008.845215
	Iteration 26Q: 3 clusters Score -3104006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3104015.250000 Penalty: 5008.845215
	Iteration 27Q: 3 clusters Score -3104015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3104043.500000 Penalty: 5008.845215
	Iteration 28Q: 3 clusters Score -3104044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3104053.000000 Penalty: 5008.845215
	Iteration 29Q: 3 clusters Score -3104053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3104068.750000 Penalty: 5008.845215
	Iteration 30Q: 3 clusters Score -3104069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3104082.000000 Penalty: 5008.845215
	Iteration 31Q: 3 clusters Score -3104082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3104090.750000 Penalty: 5008.845215
	Iteration 32Q: 3 clusters Score -3104091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3104100.750000 Penalty: 5008.845215
	Iteration 33Q: 3 clusters Score -3104101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3104123.750000 Penalty: 5008.845215
	Iteration 34Q: 3 clusters Score -3104124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3104122.000000 Penalty: 5008.845215
	Iteration 35Q: 3 clusters Score -3104122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3104146.250000 Penalty: 5008.845215
	Iteration 36Q: 3 clusters Score -3104146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3104167.000000 Penalty: 5008.845215
	Iteration 37Q: 3 clusters Score -3104167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3104183.000000 Penalty: 5008.845215
	Iteration 38Q: 3 clusters Score -3104183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3104186.250000 Penalty: 5008.845215
	Iteration 39Q: 3 clusters Score -3104186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3104190.250000 Penalty: 5008.845215
	Iteration 40F: 3 clusters Score -3104190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3104197.750000 Penalty: 5008.845215
	Iteration 41Q: 3 clusters Score -3104198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3104216.750000 Penalty: 5008.845215
	Iteration 42Q: 3 clusters Score -3104217 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3104230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3104246.750000 Penalty: 5008.845215
	Iteration 44Q: 3 clusters Score -3104247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3104274.000000 Penalty: 5008.845215
	Iteration 45Q: 3 clusters Score -3104274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3104293.000000 Penalty: 5008.845215
	Iteration 46Q: 3 clusters Score -3104293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3104301.500000 Penalty: 5008.845215
	Iteration 47Q: 3 clusters Score -3104302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3104315.250000 Penalty: 5008.845215
	Iteration 48Q: 3 clusters Score -3104315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3104330.500000 Penalty: 5008.845215
	Iteration 49Q: 3 clusters Score -3104330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3104346.750000 Penalty: 5008.845215
	Iteration 50Q: 3 clusters Score -3104347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3104359.500000 Penalty: 5008.845215
	Iteration 51Q: 3 clusters Score -3104360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3104377.500000 Penalty: 5008.845215
	Iteration 52Q: 3 clusters Score -3104378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3104398.000000 Penalty: 5008.845215
	Iteration 53Q: 3 clusters Score -3104398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3104428.000000 Penalty: 5008.845215
	Iteration 54Q: 3 clusters Score -3104428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3104451.250000 Penalty: 5008.845215
	Iteration 55Q: 3 clusters Score -3104451 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3104463.000000 Penalty: 5008.845215
	Iteration 56Q: 3 clusters Score -3104463 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3104479.250000 Penalty: 5008.845215
	Iteration 57Q: 3 clusters Score -3104479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3104509.750000 Penalty: 5008.845215
	Iteration 58Q: 3 clusters Score -3104510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3104539.000000 Penalty: 5008.845215
	Iteration 59Q: 3 clusters Score -3104539 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3104561.000000 Penalty: 5008.845215
	Iteration 60F: 3 clusters Score -3104561 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3104604.000000 Penalty: 5008.845215
	Iteration 61Q: 3 clusters Score -3104604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3104638.750000 Penalty: 5008.845215
	Iteration 62Q: 3 clusters Score -3104639 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3104685.750000 Penalty: 5008.845215
	Iteration 63Q: 3 clusters Score -3104686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3104736.750000 Penalty: 5008.845215
	Iteration 64Q: 3 clusters Score -3104737 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3104803.250000 Penalty: 5008.845215
	Iteration 65Q: 3 clusters Score -3104803 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3104867.000000 Penalty: 5008.845215
	Iteration 66Q: 3 clusters Score -3104867 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3104899.750000 Penalty: 5008.845215
	Iteration 67Q: 3 clusters Score -3104900 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3104946.750000 Penalty: 5008.845215
	Iteration 68Q: 3 clusters Score -3104947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3104983.000000 Penalty: 5008.845215
	Iteration 69Q: 3 clusters Score -3104983 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3105035.500000 Penalty: 5008.845215
	Iteration 70Q: 3 clusters Score -3105036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3105067.000000 Penalty: 5008.845215
	Iteration 71Q: 3 clusters Score -3105067 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3105109.500000 Penalty: 5008.845215
	Iteration 72Q: 3 clusters Score -3105110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3105162.500000 Penalty: 5008.845215
	Iteration 73Q: 3 clusters Score -3105162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3105206.250000 Penalty: 5008.845215
	Iteration 74Q: 3 clusters Score -3105206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3105260.000000 Penalty: 5008.845215
	Iteration 75Q: 3 clusters Score -3105260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3105299 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3105353.750000 Penalty: 5008.845215
	Iteration 77Q: 3 clusters Score -3105354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3105390.750000 Penalty: 5008.845215
	Iteration 78Q: 3 clusters Score -3105391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3105446.250000 Penalty: 5008.845215
	Iteration 79Q: 3 clusters Score -3105446 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3105487.500000 Penalty: 5008.845215
	Iteration 80F: 3 clusters Score -3105488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3105537.000000 Penalty: 5008.845215
	Iteration 81Q: 3 clusters Score -3105537 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3105573.250000 Penalty: 5008.845215
	Iteration 82Q: 3 clusters Score -3105573 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3105623.500000 Penalty: 5008.845215
	Iteration 83Q: 3 clusters Score -3105624 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3105677.500000 Penalty: 5008.845215
	Iteration 84Q: 3 clusters Score -3105678 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3105719.000000 Penalty: 5008.845215
	Iteration 85Q: 3 clusters Score -3105719 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3105763.750000 Penalty: 5008.845215
	Iteration 86Q: 3 clusters Score -3105764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3105804.500000 Penalty: 5008.845215
	Iteration 87Q: 3 clusters Score -3105804 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3105847.500000 Penalty: 5008.845215
	Iteration 88Q: 3 clusters Score -3105848 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3105877.250000 Penalty: 5008.845215
	Iteration 89Q: 3 clusters Score -3105877 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3105923.250000 Penalty: 5008.845215
	Iteration 90Q: 3 clusters Score -3105923 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3105960.000000 Penalty: 5008.845215
	Iteration 91Q: 3 clusters Score -3105960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3106007.500000 Penalty: 5008.845215
	Iteration 92Q: 3 clusters Score -3106008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3106044.000000 Penalty: 5008.845215
	Iteration 93Q: 3 clusters Score -3106044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3106075.000000 Penalty: 5008.845215
	Iteration 94Q: 3 clusters Score -3106075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3106111.250000 Penalty: 5008.845215
	Iteration 95Q: 3 clusters Score -3106111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3106137.000000 Penalty: 5008.845215
	Iteration 96Q: 3 clusters Score -3106137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3106157.250000 Penalty: 5008.845215
	Iteration 97Q: 3 clusters Score -3106157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3106190.250000 Penalty: 5008.845215
	Iteration 98Q: 3 clusters Score -3106190 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3106226.250000 Penalty: 5008.845215
	Iteration 99Q: 3 clusters Score -3106226 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3106260.750000 Penalty: 5008.845215
	Iteration 100F: 3 clusters Score -3106261 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3106299.500000 Penalty: 5008.845215
	Iteration 101Q: 3 clusters Score -3106300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3106359.000000 Penalty: 5008.845215
	Iteration 102Q: 3 clusters Score -3106359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3106388.000000 Penalty: 5008.845215
	Iteration 103Q: 3 clusters Score -3106388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3106418.750000 Penalty: 5008.845215
	Iteration 104Q: 3 clusters Score -3106419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3106450.250000 Penalty: 5008.845215
	Iteration 105Q: 3 clusters Score -3106450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3106482.000000 Penalty: 5008.845215
	Iteration 106Q: 3 clusters Score -3106482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3106518.000000 Penalty: 5008.845215
	Iteration 107Q: 3 clusters Score -3106518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3106551.750000 Penalty: 5008.845215
	Iteration 108Q: 3 clusters Score -3106552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3106586.500000 Penalty: 5008.845215
	Iteration 109Q: 3 clusters Score -3106586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3106605.250000 Penalty: 5008.845215
	Iteration 110Q: 3 clusters Score -3106605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3106626.750000 Penalty: 5008.845215
	Iteration 111Q: 3 clusters Score -3106627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3106645.750000 Penalty: 5008.845215
	Iteration 112Q: 3 clusters Score -3106646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3106665.000000 Penalty: 5008.845215
	Iteration 113Q: 3 clusters Score -3106665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3106668.000000 Penalty: 5008.845215
	Iteration 114Q: 3 clusters Score -3106668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3106682.000000 Penalty: 5008.845215
	Iteration 115Q: 3 clusters Score -3106682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3106678.750000 Penalty: 5008.845215
	Iteration 116Q: 3 clusters Score -3106679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3106679.750000 Penalty: 5008.845215
	Iteration 117Q: 3 clusters Score -3106680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3106689.500000 Penalty: 5008.845215
	Iteration 118Q: 3 clusters Score -3106690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3106694.500000 Penalty: 5008.845215
	Iteration 119Q: 3 clusters Score -3106694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3106701.000000 Penalty: 5008.845215
	Iteration 120F: 3 clusters Score -3106701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3106704.250000 Penalty: 5008.845215
	Iteration 121Q: 3 clusters Score -3106704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3106718.750000 Penalty: 5008.845215
	Iteration 122Q: 3 clusters Score -3106719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3106718.000000 Penalty: 5008.845215
	Iteration 123Q: 3 clusters Score -3106718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3106732.500000 Penalty: 5008.845215
	Iteration 124Q: 3 clusters Score -3106732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3106742.000000 Penalty: 5008.845215
	Iteration 125Q: 3 clusters Score -3106742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3106756.750000 Penalty: 5008.845215
	Iteration 126Q: 3 clusters Score -3106757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3106766.250000 Penalty: 5008.845215
	Iteration 127Q: 3 clusters Score -3106766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3106780.250000 Penalty: 5008.845215
	Iteration 128Q: 3 clusters Score -3106780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3106784.000000 Penalty: 5008.845215
	Iteration 129Q: 3 clusters Score -3106784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3106785.250000 Penalty: 5008.845215
	Iteration 130Q: 3 clusters Score -3106785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3106793.250000 Penalty: 5008.845215
	Iteration 131Q: 3 clusters Score -3106793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3106797.750000 Penalty: 5008.845215
	Iteration 132Q: 3 clusters Score -3106798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3106802.750000 Penalty: 5008.845215
	Iteration 133Q: 3 clusters Score -3106803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3106804.500000 Penalty: 5008.845215
	Iteration 134Q: 3 clusters Score -3106804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3106805.500000 Penalty: 5008.845215
	Iteration 135Q: 3 clusters Score -3106806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3106810.500000 Penalty: 5008.845215
	Iteration 136Q: 3 clusters Score -3106810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3106811.500000 Penalty: 5008.845215
	Iteration 137Q: 3 clusters Score -3106812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3106824.500000 Penalty: 5008.845215
	Iteration 138Q: 3 clusters Score -3106824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3106828.500000 Penalty: 5008.845215
	Iteration 139Q: 3 clusters Score -3106828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3106834.000000 Penalty: 5008.845215
	Iteration 140F: 3 clusters Score -3106834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3106838.250000 Penalty: 5008.845215
	Iteration 141Q: 3 clusters Score -3106838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3106843.250000 Penalty: 5008.845215
	Iteration 142Q: 3 clusters Score -3106843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3106842.750000 Penalty: 5008.845215
	Iteration 143Q: 3 clusters Score -3106843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3106850.250000 Penalty: 5008.845215
	Iteration 144Q: 3 clusters Score -3106850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3106855.750000 Penalty: 5008.845215
	Iteration 145Q: 3 clusters Score -3106856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3106861.250000 Penalty: 5008.845215
	Iteration 146Q: 3 clusters Score -3106861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3106863.500000 Penalty: 5008.845215
	Iteration 147Q: 3 clusters Score -3106864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3106861.250000 Penalty: 5008.845215
	Iteration 148Q: 3 clusters Score -3106861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3106863.750000 Penalty: 5008.845215
	Iteration 149Q: 3 clusters Score -3106864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3106864.250000 Penalty: 5008.845215
	Iteration 150Q: 3 clusters Score -3106864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3106865.500000 Penalty: 5008.845215
	Iteration 151Q: 3 clusters Score -3106866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3106865.500000 Penalty: 5008.845215
	Iteration 152F: 3 clusters Score -3106866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Entering Unmasked Estep 
Score: -24873630.000000 Penalty: 3011.015625
	Iteration 0F: 2 clusters Score -2.487363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -24761126.000000 Penalty: 6022.031250
	Iteration 0F: 3 clusters Score -2.476113e+07 nChanged 89998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -24814268.000000 Penalty: 6022.031250
	Iteration 1F: 3 clusters Score -2.481427e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -24815604.000000 Penalty: 6022.031250
	Iteration 2Q: 3 clusters Score -2.48156e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -24816918.000000 Penalty: 6022.031250
	Iteration 3Q: 3 clusters Score -2.481692e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -24818730.000000 Penalty: 6022.031250
	Iteration 4Q: 3 clusters Score -2.481873e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -24821478.000000 Penalty: 6022.031250
	Iteration 5Q: 3 clusters Score -2.482148e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -24826046.000000 Penalty: 6022.031250
	Iteration 6F: 3 clusters Score -2.482605e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 130437 members 
Entering Unmasked Estep 
Score: -24832702.000000 Penalty: 6022.031250
	Iteration 7F: 3 clusters Score -2.48327e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -24841220.000000 Penalty: 6022.031250
	Iteration 8F: 3 clusters Score -2.484122e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 156431 members 
Entering Unmasked Estep 
Score: -24851090.000000 Penalty: 6022.031250
	Iteration 9F: 3 clusters Score -2.485109e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -24859248.000000 Penalty: 6022.031250
	Iteration 10F: 3 clusters Score -2.485925e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -24864702.000000 Penalty: 6022.031250
	Iteration 11Q: 3 clusters Score -2.48647e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -24867682.000000 Penalty: 6022.031250
	Iteration 12Q: 3 clusters Score -2.486768e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 184544 members 
Entering Unmasked Estep 
Score: -24869232.000000 Penalty: 6022.031250
	Iteration 13Q: 3 clusters Score -2.486923e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 185967 members 
Entering Unmasked Estep 
Score: -24870088.000000 Penalty: 6022.031250
	Iteration 14Q: 3 clusters Score -2.487009e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 186574 members 
Entering Unmasked Estep 
Score: -24870514.000000 Penalty: 6022.031250
	Iteration 15Q: 3 clusters Score -2.487051e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 186841 members 
Entering Unmasked Estep 
Score: -24870716.000000 Penalty: 6022.031250
	Iteration 16Q: 3 clusters Score -2.487072e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -24870812.000000 Penalty: 6022.031250
	Iteration 17Q: 3 clusters Score -2.487081e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -24870900.000000 Penalty: 6022.031250
	Iteration 18Q: 3 clusters Score -2.48709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 187042 members 
Entering Unmasked Estep 
Score: -24870940.000000 Penalty: 6022.031250
	Iteration 19Q: 3 clusters Score -2.487094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 187059 members 
Entering Unmasked Estep 
Score: -24870972.000000 Penalty: 6022.031250
	Iteration 20F: 3 clusters Score -2.487097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -24870994.000000 Penalty: 6022.031250
	Iteration 21Q: 3 clusters Score -2.487099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 187079 members 
Entering Unmasked Estep 
Score: -24871014.000000 Penalty: 6022.031250
	Iteration 22Q: 3 clusters Score -2.487101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 187086 members 
Entering Unmasked Estep 
Score: -24871018.000000 Penalty: 6022.031250
	Iteration 23Q: 3 clusters Score -2.487102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -24871058.000000 Penalty: 6022.031250
	Iteration 24Q: 3 clusters Score -2.487106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 187097 members 
Entering Unmasked Estep 
Score: -24871072.000000 Penalty: 6022.031250
	Iteration 25Q: 3 clusters Score -2.487107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187099 members 
Entering Unmasked Estep 
Score: -24871068.000000 Penalty: 6022.031250
	Iteration 26Q: 3 clusters Score -2.487107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 187098 members 
Entering Unmasked Estep 
Score: -24871066.000000 Penalty: 6022.031250
	Iteration 27Q: 3 clusters Score -2.487107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 187098 members 
Entering Unmasked Estep 
Score: -24871066.000000 Penalty: 6022.031250
	Iteration 28F: 3 clusters Score -2.487107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Entering Unmasked Estep 
Score: -1848454.000000 Penalty: 2393.474854
	Iteration 0F: 2 clusters Score -1848454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1837444.875000 Penalty: 4786.949707
	Iteration 0F: 3 clusters Score -1837445 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1841323.250000 Penalty: 4786.949707
	Iteration 1F: 3 clusters Score -1841323 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1842112.250000 Penalty: 4786.949707
	Iteration 2F: 3 clusters Score -1842112 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1843005.875000 Penalty: 4786.949707
	Iteration 3F: 3 clusters Score -1843006 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1843918.750000 Penalty: 4786.949707
	Iteration 4F: 3 clusters Score -1843919 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1844761.250000 Penalty: 4786.949707
	Iteration 5F: 3 clusters Score -1844761 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1845654.500000 Penalty: 4786.949707
	Iteration 6F: 3 clusters Score -1845654 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1846741.750000 Penalty: 4786.949707
	Iteration 7F: 3 clusters Score -1846742 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1847877.500000 Penalty: 4786.949707
	Iteration 8F: 3 clusters Score -1847878 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1848737.750000 Penalty: 4786.949707
	Iteration 9F: 3 clusters Score -1848738 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1849243.625000 Penalty: 4786.949707
	Iteration 10Q: 3 clusters Score -1849244 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1849471.500000 Penalty: 4786.949707
	Iteration 11Q: 3 clusters Score -1849472 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1849564.250000 Penalty: 4786.949707
	Iteration 12Q: 3 clusters Score -1849564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1849604.250000 Penalty: 4786.949707
	Iteration 13Q: 3 clusters Score -1849604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1849631.375000 Penalty: 4786.949707
	Iteration 14Q: 3 clusters Score -1849631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1849649.125000 Penalty: 4786.949707
	Iteration 15Q: 3 clusters Score -1849649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1849656.250000 Penalty: 4786.949707
	Iteration 16Q: 3 clusters Score -1849656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1849677.250000 Penalty: 4786.949707
	Iteration 17Q: 3 clusters Score -1849677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1849701.000000 Penalty: 4786.949707
	Iteration 18Q: 3 clusters Score -1849701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1849743.375000 Penalty: 4786.949707
	Iteration 19Q: 3 clusters Score -1849743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1849838.000000 Penalty: 4786.949707
	Iteration 20F: 3 clusters Score -1849838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1849998.250000 Penalty: 4786.949707
	Iteration 21Q: 3 clusters Score -1849998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1850162.000000 Penalty: 4786.949707
	Iteration 22Q: 3 clusters Score -1850162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1850310.500000 Penalty: 4786.949707
	Iteration 23Q: 3 clusters Score -1850310 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1850405.125000 Penalty: 4786.949707
	Iteration 24Q: 3 clusters Score -1850405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1850489.625000 Penalty: 4786.949707
	Iteration 25Q: 3 clusters Score -1850490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1850534.500000 Penalty: 4786.949707
	Iteration 26Q: 3 clusters Score -1850534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1850570.750000 Penalty: 4786.949707
	Iteration 27Q: 3 clusters Score -1850571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1850589.750000 Penalty: 4786.949707
	Iteration 28Q: 3 clusters Score -1850590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1850601.750000 Penalty: 4786.949707
	Iteration 29Q: 3 clusters Score -1850602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1850612.000000 Penalty: 4786.949707
	Iteration 30Q: 3 clusters Score -1850612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1850616.375000 Penalty: 4786.949707
	Iteration 31Q: 3 clusters Score -1850616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1850618.250000 Penalty: 4786.949707
	Iteration 32Q: 3 clusters Score -1850618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1850621.125000 Penalty: 4786.949707
	Iteration 33Q: 3 clusters Score -1850621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1850620.750000 Penalty: 4786.949707
	Iteration 34Q: 3 clusters Score -1850621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1850620.375000 Penalty: 4786.949707
	Iteration 35Q: 3 clusters Score -1850620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1850619.750000 Penalty: 4786.949707
	Iteration 36Q: 3 clusters Score -1850620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1850619.750000 Penalty: 4786.949707
	Iteration 37F: 3 clusters Score -1850620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 236256 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 187436 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 220748 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 96395 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 102438 members 
Mstep: Class 26 contains 77847 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 23582 members 
Mstep: Class 29 contains 4732 members 
Entering Unmasked Estep 
Score: -181035376.000000 Penalty: 101805.671875
Splitting cluster 10 changes total score from -181034096.000000 to -181035376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (26026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Entering Unmasked Estep 
Score: -3564835.000000 Penalty: 2521.379150
	Iteration 0F: 2 clusters Score -3564835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3546736.000000 Penalty: 5042.758301
	Iteration 0F: 3 clusters Score -3546736 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3552992.000000 Penalty: 5042.758301
	Iteration 1F: 3 clusters Score -3552992 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3553399.250000 Penalty: 5042.758301
	Iteration 2Q: 3 clusters Score -3553399 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3553764.750000 Penalty: 5042.758301
	Iteration 3Q: 3 clusters Score -3553765 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3554096.250000 Penalty: 5042.758301
	Iteration 4Q: 3 clusters Score -3554096 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3554417.000000 Penalty: 5042.758301
	Iteration 5Q: 3 clusters Score -3554417 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3554731.750000 Penalty: 5042.758301
	Iteration 6Q: 3 clusters Score -3554732 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3555167.750000 Penalty: 5042.758301
	Iteration 7Q: 3 clusters Score -3555168 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3555695.000000 Penalty: 5042.758301
	Iteration 8Q: 3 clusters Score -3555695 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3556409.250000 Penalty: 5042.758301
	Iteration 9Q: 3 clusters Score -3556409 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3557400.250000 Penalty: 5042.758301
	Iteration 10F: 3 clusters Score -3557400 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3558612.250000 Penalty: 5042.758301
	Iteration 11F: 3 clusters Score -3558612 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3559694.500000 Penalty: 5042.758301
	Iteration 12F: 3 clusters Score -3559694 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3560598.500000 Penalty: 5042.758301
	Iteration 13Q: 3 clusters Score -3560598 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3561248.250000 Penalty: 5042.758301
	Iteration 14Q: 3 clusters Score -3561248 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3561674.000000 Penalty: 5042.758301
	Iteration 15Q: 3 clusters Score -3561674 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3561938.750000 Penalty: 5042.758301
	Iteration 16Q: 3 clusters Score -3561939 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3562133.250000 Penalty: 5042.758301
	Iteration 17Q: 3 clusters Score -3562133 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3562273.000000 Penalty: 5042.758301
	Iteration 18Q: 3 clusters Score -3562273 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3562403.500000 Penalty: 5042.758301
	Iteration 19Q: 3 clusters Score -3562404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3562473.250000 Penalty: 5042.758301
	Iteration 20F: 3 clusters Score -3562473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3562530.750000 Penalty: 5042.758301
	Iteration 21Q: 3 clusters Score -3562531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3562571.000000 Penalty: 5042.758301
	Iteration 22Q: 3 clusters Score -3562571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3562594.250000 Penalty: 5042.758301
	Iteration 23Q: 3 clusters Score -3562594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3562624.250000 Penalty: 5042.758301
	Iteration 24Q: 3 clusters Score -3562624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3562636.500000 Penalty: 5042.758301
	Iteration 25Q: 3 clusters Score -3562636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3562661.000000 Penalty: 5042.758301
	Iteration 26Q: 3 clusters Score -3562661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3562664.000000 Penalty: 5042.758301
	Iteration 27Q: 3 clusters Score -3562664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3562687.000000 Penalty: 5042.758301
	Iteration 28Q: 3 clusters Score -3562687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3562696.250000 Penalty: 5042.758301
	Iteration 29Q: 3 clusters Score -3562696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3562706.250000 Penalty: 5042.758301
	Iteration 30Q: 3 clusters Score -3562706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3562708.000000 Penalty: 5042.758301
	Iteration 31Q: 3 clusters Score -3562708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3562712.000000 Penalty: 5042.758301
	Iteration 32Q: 3 clusters Score -3562712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3562715.250000 Penalty: 5042.758301
	Iteration 33Q: 3 clusters Score -3562715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3562716.250000 Penalty: 5042.758301
	Iteration 34Q: 3 clusters Score -3562716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3562716.000000 Penalty: 5042.758301
	Iteration 35Q: 3 clusters Score -3562716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3562722.500000 Penalty: 5042.758301
	Iteration 36Q: 3 clusters Score -3562722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3562720.250000 Penalty: 5042.758301
	Iteration 37Q: 3 clusters Score -3562720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3562723.500000 Penalty: 5042.758301
	Iteration 38Q: 3 clusters Score -3562724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3562723.000000 Penalty: 5042.758301
	Iteration 39Q: 3 clusters Score -3562723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3562723.000000 Penalty: 5042.758301
	Iteration 40F: 3 clusters Score -3562723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1384610.250000 Penalty: 2295.578369
	Iteration 0F: 2 clusters Score -1384610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1376682.875000 Penalty: 4591.156738
	Iteration 0F: 3 clusters Score -1376683 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1379067.750000 Penalty: 4591.156738
	Iteration 1F: 3 clusters Score -1379068 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1379392.875000 Penalty: 4591.156738
	Iteration 2F: 3 clusters Score -1379393 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1379619.250000 Penalty: 4591.156738
	Iteration 3F: 3 clusters Score -1379619 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1379813.750000 Penalty: 4591.156738
	Iteration 4Q: 3 clusters Score -1379814 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1380010.125000 Penalty: 4591.156738
	Iteration 5Q: 3 clusters Score -1380010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1380236.000000 Penalty: 4591.156738
	Iteration 6Q: 3 clusters Score -1380236 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1380526.375000 Penalty: 4591.156738
	Iteration 7Q: 3 clusters Score -1380526 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1380873.000000 Penalty: 4591.156738
	Iteration 8Q: 3 clusters Score -1380873 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1381254.875000 Penalty: 4591.156738
	Iteration 9F: 3 clusters Score -1381255 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1381627.750000 Penalty: 4591.156738
	Iteration 10Q: 3 clusters Score -1381628 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1381924.750000 Penalty: 4591.156738
	Iteration 11Q: 3 clusters Score -1381925 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1382123.125000 Penalty: 4591.156738
	Iteration 12Q: 3 clusters Score -1382123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1382259.375000 Penalty: 4591.156738
	Iteration 13Q: 3 clusters Score -1382259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1382355.125000 Penalty: 4591.156738
	Iteration 14Q: 3 clusters Score -1382355 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1382419.125000 Penalty: 4591.156738
	Iteration 15Q: 3 clusters Score -1382419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1382471.250000 Penalty: 4591.156738
	Iteration 16Q: 3 clusters Score -1382471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1382508.625000 Penalty: 4591.156738
	Iteration 17Q: 3 clusters Score -1382509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1382534.625000 Penalty: 4591.156738
	Iteration 18Q: 3 clusters Score -1382535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1382556.875000 Penalty: 4591.156738
	Iteration 19Q: 3 clusters Score -1382557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1382574.750000 Penalty: 4591.156738
	Iteration 20F: 3 clusters Score -1382575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1382588.500000 Penalty: 4591.156738
	Iteration 21Q: 3 clusters Score -1382588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1382601.000000 Penalty: 4591.156738
	Iteration 22Q: 3 clusters Score -1382601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1382613.500000 Penalty: 4591.156738
	Iteration 23Q: 3 clusters Score -1382614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1382625.625000 Penalty: 4591.156738
	Iteration 24Q: 3 clusters Score -1382626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1382641.375000 Penalty: 4591.156738
	Iteration 25Q: 3 clusters Score -1382641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1382653.125000 Penalty: 4591.156738
	Iteration 26Q: 3 clusters Score -1382653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1382658.625000 Penalty: 4591.156738
	Iteration 27Q: 3 clusters Score -1382659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1382666.375000 Penalty: 4591.156738
	Iteration 28Q: 3 clusters Score -1382666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1382669.500000 Penalty: 4591.156738
	Iteration 29Q: 3 clusters Score -1382670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1382672.750000 Penalty: 4591.156738
	Iteration 30Q: 3 clusters Score -1382673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1382676.500000 Penalty: 4591.156738
	Iteration 31Q: 3 clusters Score -1382676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1382678.500000 Penalty: 4591.156738
	Iteration 32Q: 3 clusters Score -1382678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1382678.375000 Penalty: 4591.156738
	Iteration 33Q: 3 clusters Score -1382678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1382679.375000 Penalty: 4591.156738
	Iteration 34Q: 3 clusters Score -1382679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1382681.625000 Penalty: 4591.156738
	Iteration 35Q: 3 clusters Score -1382682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1382682.375000 Penalty: 4591.156738
	Iteration 36Q: 3 clusters Score -1382682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1382681.875000 Penalty: 4591.156738
	Iteration 37Q: 3 clusters Score -1382682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1382681.875000 Penalty: 4591.156738
	Iteration 38F: 3 clusters Score -1382682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Entering Unmasked Estep 
Score: -4101477.500000 Penalty: 2566.187988
	Iteration 0F: 2 clusters Score -4101478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4080168.250000 Penalty: 5132.375977
	Iteration 0F: 3 clusters Score -4080168 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4087828.500000 Penalty: 5132.375977
	Iteration 1F: 3 clusters Score -4087828 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4088312.750000 Penalty: 5132.375977
	Iteration 2Q: 3 clusters Score -4088313 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4088715.000000 Penalty: 5132.375977
	Iteration 3Q: 3 clusters Score -4088715 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4089177.750000 Penalty: 5132.375977
	Iteration 4Q: 3 clusters Score -4089178 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4089667.750000 Penalty: 5132.375977
	Iteration 5Q: 3 clusters Score -4089668 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4090276.500000 Penalty: 5132.375977
	Iteration 6Q: 3 clusters Score -4090276 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4091080.750000 Penalty: 5132.375977
	Iteration 7Q: 3 clusters Score -4091081 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4092074.250000 Penalty: 5132.375977
	Iteration 8Q: 3 clusters Score -4092074 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4093178.000000 Penalty: 5132.375977
	Iteration 9Q: 3 clusters Score -4093178 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4094225.750000 Penalty: 5132.375977
	Iteration 10Q: 3 clusters Score -4094226 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4095106.500000 Penalty: 5132.375977
	Iteration 11Q: 3 clusters Score -4095106 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -4095868.250000 Penalty: 5132.375977
	Iteration 12Q: 3 clusters Score -4095868 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4096554.750000 Penalty: 5132.375977
	Iteration 13Q: 3 clusters Score -4096555 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4097096.750000 Penalty: 5132.375977
	Iteration 14Q: 3 clusters Score -4097097 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4097545.750000 Penalty: 5132.375977
	Iteration 15Q: 3 clusters Score -4097546 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4097901.000000 Penalty: 5132.375977
	Iteration 16Q: 3 clusters Score -4097901 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4098192.500000 Penalty: 5132.375977
	Iteration 17Q: 3 clusters Score -4098192 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4098424.000000 Penalty: 5132.375977
	Iteration 18Q: 3 clusters Score -4098424 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4098621.500000 Penalty: 5132.375977
	Iteration 19Q: 3 clusters Score -4098622 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4098753.250000 Penalty: 5132.375977
	Iteration 20F: 3 clusters Score -4098753 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4098863.750000 Penalty: 5132.375977
	Iteration 21Q: 3 clusters Score -4098864 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4098962.500000 Penalty: 5132.375977
	Iteration 22Q: 3 clusters Score -4098962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4099029.250000 Penalty: 5132.375977
	Iteration 23Q: 3 clusters Score -4099029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4099070.750000 Penalty: 5132.375977
	Iteration 24Q: 3 clusters Score -4099071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4099114.000000 Penalty: 5132.375977
	Iteration 25Q: 3 clusters Score -4099114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4099152.000000 Penalty: 5132.375977
	Iteration 26Q: 3 clusters Score -4099152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4099188.750000 Penalty: 5132.375977
	Iteration 27Q: 3 clusters Score -4099189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4099210.750000 Penalty: 5132.375977
	Iteration 28Q: 3 clusters Score -4099211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4099228.000000 Penalty: 5132.375977
	Iteration 29Q: 3 clusters Score -4099228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4099243.250000 Penalty: 5132.375977
	Iteration 30Q: 3 clusters Score -4099243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4099258.250000 Penalty: 5132.375977
	Iteration 31Q: 3 clusters Score -4099258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4099264.250000 Penalty: 5132.375977
	Iteration 32Q: 3 clusters Score -4099264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4099275.000000 Penalty: 5132.375977
	Iteration 33Q: 3 clusters Score -4099275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4099288.000000 Penalty: 5132.375977
	Iteration 34Q: 3 clusters Score -4099288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4099290.250000 Penalty: 5132.375977
	Iteration 35Q: 3 clusters Score -4099290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4099298.000000 Penalty: 5132.375977
	Iteration 36Q: 3 clusters Score -4099298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4099296.000000 Penalty: 5132.375977
	Iteration 37Q: 3 clusters Score -4099296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4099298.750000 Penalty: 5132.375977
	Iteration 38Q: 3 clusters Score -4099299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4099294.750000 Penalty: 5132.375977
	Iteration 39Q: 3 clusters Score -4099295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4099296.500000 Penalty: 5132.375977
	Iteration 40F: 3 clusters Score -4099296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4099302.250000 Penalty: 5132.375977
	Iteration 41Q: 3 clusters Score -4099302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4099306.250000 Penalty: 5132.375977
	Iteration 42Q: 3 clusters Score -4099306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4099309.000000 Penalty: 5132.375977
	Iteration 43Q: 3 clusters Score -4099309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4099311.000000 Penalty: 5132.375977
	Iteration 44Q: 3 clusters Score -4099311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4099316.500000 Penalty: 5132.375977
	Iteration 45Q: 3 clusters Score -4099316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4099317.500000 Penalty: 5132.375977
	Iteration 46Q: 3 clusters Score -4099318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4099320.750000 Penalty: 5132.375977
	Iteration 47Q: 3 clusters Score -4099321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4099326.500000 Penalty: 5132.375977
	Iteration 48Q: 3 clusters Score -4099326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4099326.750000 Penalty: 5132.375977
	Iteration 49Q: 3 clusters Score -4099327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4099327.750000 Penalty: 5132.375977
	Iteration 50Q: 3 clusters Score -4099328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4099331.750000 Penalty: 5132.375977
	Iteration 51Q: 3 clusters Score -4099332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4099328.250000 Penalty: 5132.375977
	Iteration 52Q: 3 clusters Score -4099328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4099328.750000 Penalty: 5132.375977
	Iteration 53Q: 3 clusters Score -4099329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4099330.500000 Penalty: 5132.375977
	Iteration 54Q: 3 clusters Score -4099330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4099333.750000 Penalty: 5132.375977
	Iteration 55Q: 3 clusters Score -4099334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4099328.250000 Penalty: 5132.375977
	Iteration 56Q: 3 clusters Score -4099328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4099330.750000 Penalty: 5132.375977
	Iteration 57Q: 3 clusters Score -4099331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4099333.250000 Penalty: 5132.375977
	Iteration 58Q: 3 clusters Score -4099333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4099339.750000 Penalty: 5132.375977
	Iteration 59Q: 3 clusters Score -4099340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4099341.500000 Penalty: 5132.375977
	Iteration 60F: 3 clusters Score -4099342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4099344.000000 Penalty: 5132.375977
	Iteration 61Q: 3 clusters Score -4099344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4099343.750000 Penalty: 5132.375977
	Iteration 62Q: 3 clusters Score -4099344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4099339.250000 Penalty: 5132.375977
	Iteration 63Q: 3 clusters Score -4099339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4099340.750000 Penalty: 5132.375977
	Iteration 64Q: 3 clusters Score -4099341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4099341.000000 Penalty: 5132.375977
	Iteration 65Q: 3 clusters Score -4099341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4099344.750000 Penalty: 5132.375977
	Iteration 66Q: 3 clusters Score -4099345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4099345.500000 Penalty: 5132.375977
	Iteration 67Q: 3 clusters Score -4099346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4099347.250000 Penalty: 5132.375977
	Iteration 68Q: 3 clusters Score -4099347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4099350.250000 Penalty: 5132.375977
	Iteration 69Q: 3 clusters Score -4099350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4099351.250000 Penalty: 5132.375977
	Iteration 70Q: 3 clusters Score -4099351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4099352.000000 Penalty: 5132.375977
	Iteration 71Q: 3 clusters Score -4099352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4099359.250000 Penalty: 5132.375977
	Iteration 72Q: 3 clusters Score -4099359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4099358.750000 Penalty: 5132.375977
	Iteration 73Q: 3 clusters Score -4099359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4099358.750000 Penalty: 5132.375977
	Iteration 74F: 3 clusters Score -4099359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (220748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220748 members 
Entering Unmasked Estep 
Score: -29500912.000000 Penalty: 3051.584717
	Iteration 0F: 2 clusters Score -2.950091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -29380552.000000 Penalty: 6103.169434
	Iteration 0F: 3 clusters Score -2.938055e+07 nChanged 106499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -29443384.000000 Penalty: 6103.169434
	Iteration 1F: 3 clusters Score -2.944338e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -29444506.000000 Penalty: 6103.169434
	Iteration 2Q: 3 clusters Score -2.944451e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -29446008.000000 Penalty: 6103.169434
	Iteration 3Q: 3 clusters Score -2.944601e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 113615 members 
Entering Unmasked Estep 
Score: -29448240.000000 Penalty: 6103.169434
	Iteration 4Q: 3 clusters Score -2.944824e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -29451818.000000 Penalty: 6103.169434
	Iteration 5Q: 3 clusters Score -2.945182e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -29458436.000000 Penalty: 6103.169434
	Iteration 6F: 3 clusters Score -2.945844e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -29468884.000000 Penalty: 6103.169434
	Iteration 7F: 3 clusters Score -2.946888e+07 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120691 members 
Mstep: Class 2 contains 100057 members 
Entering Unmasked Estep 
Score: -29479138.000000 Penalty: 6103.169434
	Iteration 8F: 3 clusters Score -2.947914e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -29484042.000000 Penalty: 6103.169434
	Iteration 9F: 3 clusters Score -2.948404e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -29485148.000000 Penalty: 6103.169434
	Iteration 10Q: 3 clusters Score -2.948515e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132195 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -29485564.000000 Penalty: 6103.169434
	Iteration 11Q: 3 clusters Score -2.948556e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134896 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -29486032.000000 Penalty: 6103.169434
	Iteration 12Q: 3 clusters Score -2.948603e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -29486078.000000 Penalty: 6103.169434
	Iteration 13Q: 3 clusters Score -2.948608e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -29486042.000000 Penalty: 6103.169434
	Iteration 14Q: 3 clusters Score -2.948604e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -29486164.000000 Penalty: 6103.169434
	Iteration 15Q: 3 clusters Score -2.948616e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -29486298.000000 Penalty: 6103.169434
	Iteration 16Q: 3 clusters Score -2.94863e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -29486226.000000 Penalty: 6103.169434
	Iteration 17Q: 3 clusters Score -2.948623e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -29486150.000000 Penalty: 6103.169434
	Iteration 18Q: 3 clusters Score -2.948615e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -29486288.000000 Penalty: 6103.169434
	Iteration 19Q: 3 clusters Score -2.948629e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142375 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -29486332.000000 Penalty: 6103.169434
	Iteration 20F: 3 clusters Score -2.948633e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -29486354.000000 Penalty: 6103.169434
	Iteration 21Q: 3 clusters Score -2.948635e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141539 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -29486456.000000 Penalty: 6103.169434
	Iteration 22Q: 3 clusters Score -2.948646e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -29486592.000000 Penalty: 6103.169434
	Iteration 23Q: 3 clusters Score -2.948659e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140358 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -29486756.000000 Penalty: 6103.169434
	Iteration 24Q: 3 clusters Score -2.948676e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139705 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -29486940.000000 Penalty: 6103.169434
	Iteration 25Q: 3 clusters Score -2.948694e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -29487320.000000 Penalty: 6103.169434
	Iteration 26Q: 3 clusters Score -2.948732e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -29487462.000000 Penalty: 6103.169434
	Iteration 27Q: 3 clusters Score -2.948746e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -29487636.000000 Penalty: 6103.169434
	Iteration 28Q: 3 clusters Score -2.948764e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -29488094.000000 Penalty: 6103.169434
	Iteration 29Q: 3 clusters Score -2.948809e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135866 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -29488316.000000 Penalty: 6103.169434
	Iteration 30Q: 3 clusters Score -2.948832e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -29488516.000000 Penalty: 6103.169434
	Iteration 31Q: 3 clusters Score -2.948852e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134156 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -29488754.000000 Penalty: 6103.169434
	Iteration 32Q: 3 clusters Score -2.948875e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -29488878.000000 Penalty: 6103.169434
	Iteration 33Q: 3 clusters Score -2.948888e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132359 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -29489080.000000 Penalty: 6103.169434
	Iteration 34Q: 3 clusters Score -2.948908e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131418 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -29489318.000000 Penalty: 6103.169434
	Iteration 35Q: 3 clusters Score -2.948932e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -29489478.000000 Penalty: 6103.169434
	Iteration 36Q: 3 clusters Score -2.948948e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -29489748.000000 Penalty: 6103.169434
	Iteration 37Q: 3 clusters Score -2.948975e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -29489706.000000 Penalty: 6103.169434
	Iteration 38Q: 3 clusters Score -2.948971e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -29489956.000000 Penalty: 6103.169434
	Iteration 39Q: 3 clusters Score -2.948996e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -29490214.000000 Penalty: 6103.169434
	Iteration 40F: 3 clusters Score -2.949021e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -29490338.000000 Penalty: 6103.169434
	Iteration 41Q: 3 clusters Score -2.949034e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -29490490.000000 Penalty: 6103.169434
	Iteration 42Q: 3 clusters Score -2.949049e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -29490694.000000 Penalty: 6103.169434
	Iteration 43Q: 3 clusters Score -2.949069e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -29490852.000000 Penalty: 6103.169434
	Iteration 44Q: 3 clusters Score -2.949085e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -29491132.000000 Penalty: 6103.169434
	Iteration 45Q: 3 clusters Score -2.949113e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 99284 members 
Entering Unmasked Estep 
Score: -29491314.000000 Penalty: 6103.169434
	Iteration 46Q: 3 clusters Score -2.949131e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -29491724.000000 Penalty: 6103.169434
	Iteration 47Q: 3 clusters Score -2.949172e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -29491852.000000 Penalty: 6103.169434
	Iteration 48Q: 3 clusters Score -2.949185e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119150 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -29491932.000000 Penalty: 6103.169434
	Iteration 49Q: 3 clusters Score -2.949193e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -29492212.000000 Penalty: 6103.169434
	Iteration 50Q: 3 clusters Score -2.949221e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -29492584.000000 Penalty: 6103.169434
	Iteration 51Q: 3 clusters Score -2.949258e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -29493000.000000 Penalty: 6103.169434
	Iteration 52Q: 3 clusters Score -2.9493e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -29493172.000000 Penalty: 6103.169434
	Iteration 53Q: 3 clusters Score -2.949317e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -29493628.000000 Penalty: 6103.169434
	Iteration 54Q: 3 clusters Score -2.949363e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -29494114.000000 Penalty: 6103.169434
	Iteration 55Q: 3 clusters Score -2.949411e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -29494680.000000 Penalty: 6103.169434
	Iteration 56Q: 3 clusters Score -2.949468e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 109308 members 
Entering Unmasked Estep 
Score: -29495100.000000 Penalty: 6103.169434
	Iteration 57Q: 3 clusters Score -2.94951e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -29495400.000000 Penalty: 6103.169434
	Iteration 58Q: 3 clusters Score -2.94954e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -29495888.000000 Penalty: 6103.169434
	Iteration 59Q: 3 clusters Score -2.949589e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -29496454.000000 Penalty: 6103.169434
	Iteration 60F: 3 clusters Score -2.949645e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -29497196.000000 Penalty: 6103.169434
	Iteration 61Q: 3 clusters Score -2.94972e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -29498060.000000 Penalty: 6103.169434
	Iteration 62Q: 3 clusters Score -2.949806e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 120935 members 
Entering Unmasked Estep 
Score: -29499046.000000 Penalty: 6103.169434
	Iteration 63Q: 3 clusters Score -2.949905e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
Score: -29500256.000000 Penalty: 6103.169434
	Iteration 64Q: 3 clusters Score -2.950026e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -29501116.000000 Penalty: 6103.169434
	Iteration 65Q: 3 clusters Score -2.950112e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 132887 members 
Entering Unmasked Estep 
Score: -29502122.000000 Penalty: 6103.169434
	Iteration 66Q: 3 clusters Score -2.950212e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -29502950.000000 Penalty: 6103.169434
	Iteration 67Q: 3 clusters Score -2.950295e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 142380 members 
Entering Unmasked Estep 
Score: -29503500.000000 Penalty: 6103.169434
	Iteration 68Q: 3 clusters Score -2.95035e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -29503972.000000 Penalty: 6103.169434
	Iteration 69Q: 3 clusters Score -2.950397e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -29504192.000000 Penalty: 6103.169434
	Iteration 70Q: 3 clusters Score -2.950419e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 156539 members 
Entering Unmasked Estep 
Score: -29504464.000000 Penalty: 6103.169434
	Iteration 71Q: 3 clusters Score -2.950446e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 160891 members 
Entering Unmasked Estep 
Score: -29504414.000000 Penalty: 6103.169434
	Iteration 72Q: 3 clusters Score -2.950441e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -29504424.000000 Penalty: 6103.169434
	Iteration 73Q: 3 clusters Score -2.950442e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 168456 members 
Entering Unmasked Estep 
Score: -29504294.000000 Penalty: 6103.169434
	Iteration 74Q: 3 clusters Score -2.950429e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -29503984.000000 Penalty: 6103.169434
	Iteration 75Q: 3 clusters Score -2.950398e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -29503776.000000 Penalty: 6103.169434
	Iteration 76Q: 3 clusters Score -2.950378e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -29503472.000000 Penalty: 6103.169434
	Iteration 77Q: 3 clusters Score -2.950347e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -29502954.000000 Penalty: 6103.169434
	Iteration 78Q: 3 clusters Score -2.950295e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -29502568.000000 Penalty: 6103.169434
	Iteration 79Q: 3 clusters Score -2.950257e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 183125 members 
Entering Unmasked Estep 
Score: -29504532.000000 Penalty: 6103.169434
	Iteration 80F: 3 clusters Score -2.950453e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 187110 members 
Entering Unmasked Estep 
Score: -29504436.000000 Penalty: 6103.169434
	Iteration 81Q: 3 clusters Score -2.950444e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -29503572.000000 Penalty: 6103.169434
	Iteration 82Q: 3 clusters Score -2.950357e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 193266 members 
Entering Unmasked Estep 
Score: -29502904.000000 Penalty: 6103.169434
	Iteration 83Q: 3 clusters Score -2.95029e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 195705 members 
Entering Unmasked Estep 
Score: -29502502.000000 Penalty: 6103.169434
	Iteration 84Q: 3 clusters Score -2.95025e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 197847 members 
Entering Unmasked Estep 
Score: -29502076.000000 Penalty: 6103.169434
	Iteration 85Q: 3 clusters Score -2.950208e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 199719 members 
Entering Unmasked Estep 
Score: -29501460.000000 Penalty: 6103.169434
	Iteration 86Q: 3 clusters Score -2.950146e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -29501088.000000 Penalty: 6103.169434
	Iteration 87Q: 3 clusters Score -2.950109e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 202780 members 
Entering Unmasked Estep 
Score: -29500702.000000 Penalty: 6103.169434
	Iteration 88Q: 3 clusters Score -2.95007e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 204097 members 
Entering Unmasked Estep 
Score: -29500510.000000 Penalty: 6103.169434
	Iteration 89Q: 3 clusters Score -2.950051e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 205255 members 
Entering Unmasked Estep 
Score: -29500400.000000 Penalty: 6103.169434
	Iteration 90Q: 3 clusters Score -2.95004e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 206357 members 
Entering Unmasked Estep 
Score: -29500192.000000 Penalty: 6103.169434
	Iteration 91Q: 3 clusters Score -2.950019e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -29500122.000000 Penalty: 6103.169434
	Iteration 92Q: 3 clusters Score -2.950012e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -29499970.000000 Penalty: 6103.169434
	Iteration 93Q: 3 clusters Score -2.949997e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 209174 members 
Entering Unmasked Estep 
Score: -29499942.000000 Penalty: 6103.169434
	Iteration 94Q: 3 clusters Score -2.949994e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 209955 members 
Entering Unmasked Estep 
Score: -29499824.000000 Penalty: 6103.169434
	Iteration 95Q: 3 clusters Score -2.949982e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 210703 members 
Entering Unmasked Estep 
Score: -29499908.000000 Penalty: 6103.169434
	Iteration 96Q: 3 clusters Score -2.949991e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 211367 members 
Entering Unmasked Estep 
Score: -29499790.000000 Penalty: 6103.169434
	Iteration 97Q: 3 clusters Score -2.949979e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 211944 members 
Entering Unmasked Estep 
Score: -29499638.000000 Penalty: 6103.169434
	Iteration 98Q: 3 clusters Score -2.949964e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 212494 members 
Entering Unmasked Estep 
Score: -29499710.000000 Penalty: 6103.169434
	Iteration 99Q: 3 clusters Score -2.949971e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 213021 members 
Entering Unmasked Estep 
Score: -29499658.000000 Penalty: 6103.169434
	Iteration 100F: 3 clusters Score -2.949966e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -29499648.000000 Penalty: 6103.169434
	Iteration 101Q: 3 clusters Score -2.949965e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 213943 members 
Entering Unmasked Estep 
Score: -29499630.000000 Penalty: 6103.169434
	Iteration 102Q: 3 clusters Score -2.949963e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 214358 members 
Entering Unmasked Estep 
Score: -29499540.000000 Penalty: 6103.169434
	Iteration 103Q: 3 clusters Score -2.949954e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 214703 members 
Entering Unmasked Estep 
Score: -29499568.000000 Penalty: 6103.169434
	Iteration 104Q: 3 clusters Score -2.949957e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 215023 members 
Entering Unmasked Estep 
Score: -29499524.000000 Penalty: 6103.169434
	Iteration 105Q: 3 clusters Score -2.949952e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 215298 members 
Entering Unmasked Estep 
Score: -29499502.000000 Penalty: 6103.169434
	Iteration 106Q: 3 clusters Score -2.94995e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 215541 members 
Entering Unmasked Estep 
Score: -29499504.000000 Penalty: 6103.169434
	Iteration 107Q: 3 clusters Score -2.94995e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 215766 members 
Entering Unmasked Estep 
Score: -29499468.000000 Penalty: 6103.169434
	Iteration 108Q: 3 clusters Score -2.949947e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -29499450.000000 Penalty: 6103.169434
	Iteration 109Q: 3 clusters Score -2.949945e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 216156 members 
Entering Unmasked Estep 
Score: -29499460.000000 Penalty: 6103.169434
	Iteration 110Q: 3 clusters Score -2.949946e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -29499416.000000 Penalty: 6103.169434
	Iteration 111Q: 3 clusters Score -2.949942e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -29499382.000000 Penalty: 6103.169434
	Iteration 112Q: 3 clusters Score -2.949938e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 216618 members 
Entering Unmasked Estep 
Score: -29499334.000000 Penalty: 6103.169434
	Iteration 113Q: 3 clusters Score -2.949933e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 216767 members 
Entering Unmasked Estep 
Score: -29499302.000000 Penalty: 6103.169434
	Iteration 114Q: 3 clusters Score -2.94993e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 216892 members 
Entering Unmasked Estep 
Score: -29499272.000000 Penalty: 6103.169434
	Iteration 115Q: 3 clusters Score -2.949927e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 217013 members 
Entering Unmasked Estep 
Score: -29499244.000000 Penalty: 6103.169434
	Iteration 116Q: 3 clusters Score -2.949924e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 217116 members 
Entering Unmasked Estep 
Score: -29499262.000000 Penalty: 6103.169434
	Iteration 117Q: 3 clusters Score -2.949926e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 217224 members 
Entering Unmasked Estep 
Score: -29499214.000000 Penalty: 6103.169434
	Iteration 118Q: 3 clusters Score -2.949921e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 217332 members 
Entering Unmasked Estep 
Score: -29499210.000000 Penalty: 6103.169434
	Iteration 119Q: 3 clusters Score -2.949921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 217423 members 
Entering Unmasked Estep 
Score: -29499168.000000 Penalty: 6103.169434
	Iteration 120F: 3 clusters Score -2.949917e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -29499196.000000 Penalty: 6103.169434
	Iteration 121Q: 3 clusters Score -2.94992e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 217601 members 
Entering Unmasked Estep 
Score: -29499214.000000 Penalty: 6103.169434
	Iteration 122Q: 3 clusters Score -2.949921e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 217681 members 
Entering Unmasked Estep 
Score: -29499196.000000 Penalty: 6103.169434
	Iteration 123Q: 3 clusters Score -2.94992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 217752 members 
Entering Unmasked Estep 
Score: -29499230.000000 Penalty: 6103.169434
	Iteration 124Q: 3 clusters Score -2.949923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -29499240.000000 Penalty: 6103.169434
	Iteration 125Q: 3 clusters Score -2.949924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 217854 members 
Entering Unmasked Estep 
Score: -29499244.000000 Penalty: 6103.169434
	Iteration 126Q: 3 clusters Score -2.949924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 217884 members 
Entering Unmasked Estep 
Score: -29499254.000000 Penalty: 6103.169434
	Iteration 127Q: 3 clusters Score -2.949925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 217916 members 
Entering Unmasked Estep 
Score: -29499254.000000 Penalty: 6103.169434
	Iteration 128Q: 3 clusters Score -2.949925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 217940 members 
Entering Unmasked Estep 
Score: -29499254.000000 Penalty: 6103.169434
	Iteration 129Q: 3 clusters Score -2.949925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 217967 members 
Entering Unmasked Estep 
Score: -29499272.000000 Penalty: 6103.169434
	Iteration 130Q: 3 clusters Score -2.949927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 217987 members 
Entering Unmasked Estep 
Score: -29499250.000000 Penalty: 6103.169434
	Iteration 131Q: 3 clusters Score -2.949925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 218007 members 
Entering Unmasked Estep 
Score: -29499242.000000 Penalty: 6103.169434
	Iteration 132Q: 3 clusters Score -2.949924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 218031 members 
Entering Unmasked Estep 
Score: -29499226.000000 Penalty: 6103.169434
	Iteration 133Q: 3 clusters Score -2.949923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 218043 members 
Entering Unmasked Estep 
Score: -29499228.000000 Penalty: 6103.169434
	Iteration 134Q: 3 clusters Score -2.949923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 218064 members 
Entering Unmasked Estep 
Score: -29499210.000000 Penalty: 6103.169434
	Iteration 135Q: 3 clusters Score -2.949921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 218085 members 
Entering Unmasked Estep 
Score: -29499222.000000 Penalty: 6103.169434
	Iteration 136Q: 3 clusters Score -2.949922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 218102 members 
Entering Unmasked Estep 
Score: -29499184.000000 Penalty: 6103.169434
	Iteration 137Q: 3 clusters Score -2.949918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 218121 members 
Entering Unmasked Estep 
Score: -29499204.000000 Penalty: 6103.169434
	Iteration 138Q: 3 clusters Score -2.94992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 218137 members 
Entering Unmasked Estep 
Score: -29499222.000000 Penalty: 6103.169434
	Iteration 139Q: 3 clusters Score -2.949922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 218147 members 
Entering Unmasked Estep 
Score: -29499228.000000 Penalty: 6103.169434
	Iteration 140F: 3 clusters Score -2.949923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 218160 members 
Entering Unmasked Estep 
Score: -29499206.000000 Penalty: 6103.169434
	Iteration 141Q: 3 clusters Score -2.949921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 218173 members 
Entering Unmasked Estep 
Score: -29499192.000000 Penalty: 6103.169434
	Iteration 142Q: 3 clusters Score -2.949919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 218181 members 
Entering Unmasked Estep 
Score: -29499210.000000 Penalty: 6103.169434
	Iteration 143Q: 3 clusters Score -2.949921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 218189 members 
Entering Unmasked Estep 
Score: -29499212.000000 Penalty: 6103.169434
	Iteration 144Q: 3 clusters Score -2.949921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 218194 members 
Entering Unmasked Estep 
Score: -29499210.000000 Penalty: 6103.169434
	Iteration 145Q: 3 clusters Score -2.949921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 218198 members 
Entering Unmasked Estep 
Score: -29499204.000000 Penalty: 6103.169434
	Iteration 146Q: 3 clusters Score -2.94992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 218204 members 
Entering Unmasked Estep 
Score: -29499200.000000 Penalty: 6103.169434
	Iteration 147Q: 3 clusters Score -2.94992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 218213 members 
Entering Unmasked Estep 
Score: -29499206.000000 Penalty: 6103.169434
	Iteration 148Q: 3 clusters Score -2.949921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 218218 members 
Entering Unmasked Estep 
Score: -29499180.000000 Penalty: 6103.169434
	Iteration 149Q: 3 clusters Score -2.949918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 218224 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 150Q: 3 clusters Score -2.949919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 218226 members 
Entering Unmasked Estep 
Score: -29499178.000000 Penalty: 6103.169434
	Iteration 151Q: 3 clusters Score -2.949918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 218231 members 
Entering Unmasked Estep 
Score: -29499168.000000 Penalty: 6103.169434
	Iteration 152Q: 3 clusters Score -2.949917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 218238 members 
Entering Unmasked Estep 
Score: -29499186.000000 Penalty: 6103.169434
	Iteration 153Q: 3 clusters Score -2.949919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -29499186.000000 Penalty: 6103.169434
	Iteration 154Q: 3 clusters Score -2.949919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 218246 members 
Entering Unmasked Estep 
Score: -29499182.000000 Penalty: 6103.169434
	Iteration 155Q: 3 clusters Score -2.949918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 218249 members 
Entering Unmasked Estep 
Score: -29499178.000000 Penalty: 6103.169434
	Iteration 156Q: 3 clusters Score -2.949918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 218251 members 
Entering Unmasked Estep 
Score: -29499172.000000 Penalty: 6103.169434
	Iteration 157Q: 3 clusters Score -2.949917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 218252 members 
Entering Unmasked Estep 
Score: -29499160.000000 Penalty: 6103.169434
	Iteration 158Q: 3 clusters Score -2.949916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 218253 members 
Entering Unmasked Estep 
Score: -29499160.000000 Penalty: 6103.169434
	Iteration 159Q: 3 clusters Score -2.949916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 218256 members 
Entering Unmasked Estep 
Score: -29499154.000000 Penalty: 6103.169434
	Iteration 160F: 3 clusters Score -2.949915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -29499156.000000 Penalty: 6103.169434
	Iteration 161Q: 3 clusters Score -2.949916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 218258 members 
Entering Unmasked Estep 
Score: -29499178.000000 Penalty: 6103.169434
	Iteration 162Q: 3 clusters Score -2.949918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 218261 members 
Entering Unmasked Estep 
Score: -29499170.000000 Penalty: 6103.169434
	Iteration 163Q: 3 clusters Score -2.949917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 218263 members 
Entering Unmasked Estep 
Score: -29499182.000000 Penalty: 6103.169434
	Iteration 164Q: 3 clusters Score -2.949918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 218267 members 
Entering Unmasked Estep 
Score: -29499174.000000 Penalty: 6103.169434
	Iteration 165Q: 3 clusters Score -2.949917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -29499174.000000 Penalty: 6103.169434
	Iteration 166Q: 3 clusters Score -2.949917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 218281 members 
Entering Unmasked Estep 
Score: -29499162.000000 Penalty: 6103.169434
	Iteration 167Q: 3 clusters Score -2.949916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -29499160.000000 Penalty: 6103.169434
	Iteration 168Q: 3 clusters Score -2.949916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 218299 members 
Entering Unmasked Estep 
Score: -29499150.000000 Penalty: 6103.169434
	Iteration 169Q: 3 clusters Score -2.949915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 218306 members 
Entering Unmasked Estep 
Score: -29499138.000000 Penalty: 6103.169434
	Iteration 170Q: 3 clusters Score -2.949914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 218311 members 
Entering Unmasked Estep 
Score: -29499142.000000 Penalty: 6103.169434
	Iteration 171Q: 3 clusters Score -2.949914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 218315 members 
Entering Unmasked Estep 
Score: -29499156.000000 Penalty: 6103.169434
	Iteration 172Q: 3 clusters Score -2.949916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 218319 members 
Entering Unmasked Estep 
Score: -29499162.000000 Penalty: 6103.169434
	Iteration 173Q: 3 clusters Score -2.949916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 218325 members 
Entering Unmasked Estep 
Score: -29499170.000000 Penalty: 6103.169434
	Iteration 174Q: 3 clusters Score -2.949917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 218333 members 
Entering Unmasked Estep 
Score: -29499170.000000 Penalty: 6103.169434
	Iteration 175Q: 3 clusters Score -2.949917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 218337 members 
Entering Unmasked Estep 
Score: -29499172.000000 Penalty: 6103.169434
	Iteration 176Q: 3 clusters Score -2.949917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 218348 members 
Entering Unmasked Estep 
Score: -29499174.000000 Penalty: 6103.169434
	Iteration 177Q: 3 clusters Score -2.949917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 218354 members 
Entering Unmasked Estep 
Score: -29499178.000000 Penalty: 6103.169434
	Iteration 178Q: 3 clusters Score -2.949918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 218359 members 
Entering Unmasked Estep 
Score: -29499204.000000 Penalty: 6103.169434
	Iteration 179Q: 3 clusters Score -2.94992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 218364 members 
Entering Unmasked Estep 
Score: -29499206.000000 Penalty: 6103.169434
	Iteration 180F: 3 clusters Score -2.949921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 218364 members 
Entering Unmasked Estep 
Score: -29499200.000000 Penalty: 6103.169434
	Iteration 181Q: 3 clusters Score -2.94992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 218366 members 
Entering Unmasked Estep 
Score: -29499200.000000 Penalty: 6103.169434
	Iteration 182Q: 3 clusters Score -2.94992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 218370 members 
Entering Unmasked Estep 
Score: -29499192.000000 Penalty: 6103.169434
	Iteration 183Q: 3 clusters Score -2.949919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 218370 members 
Entering Unmasked Estep 
Score: -29499188.000000 Penalty: 6103.169434
	Iteration 184Q: 3 clusters Score -2.949919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 218370 members 
Entering Unmasked Estep 
Score: -29499196.000000 Penalty: 6103.169434
	Iteration 185Q: 3 clusters Score -2.94992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 218371 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 186Q: 3 clusters Score -2.949919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 218372 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 187Q: 3 clusters Score -2.949919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 218376 members 
Entering Unmasked Estep 
Score: -29499192.000000 Penalty: 6103.169434
	Iteration 188Q: 3 clusters Score -2.949919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 218381 members 
Entering Unmasked Estep 
Score: -29499198.000000 Penalty: 6103.169434
	Iteration 189Q: 3 clusters Score -2.94992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 218382 members 
Entering Unmasked Estep 
Score: -29499184.000000 Penalty: 6103.169434
	Iteration 190Q: 3 clusters Score -2.949918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 218383 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 191Q: 3 clusters Score -2.949919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 218384 members 
Entering Unmasked Estep 
Score: -29499198.000000 Penalty: 6103.169434
	Iteration 192Q: 3 clusters Score -2.94992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 218385 members 
Entering Unmasked Estep 
Score: -29499194.000000 Penalty: 6103.169434
	Iteration 193Q: 3 clusters Score -2.949919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 218386 members 
Entering Unmasked Estep 
Score: -29499196.000000 Penalty: 6103.169434
	Iteration 194Q: 3 clusters Score -2.94992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 218387 members 
Entering Unmasked Estep 
Score: -29499196.000000 Penalty: 6103.169434
	Iteration 195Q: 3 clusters Score -2.94992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 218388 members 
Entering Unmasked Estep 
Score: -29499194.000000 Penalty: 6103.169434
	Iteration 196Q: 3 clusters Score -2.949919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 218389 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 197Q: 3 clusters Score -2.949919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 218389 members 
Entering Unmasked Estep 
Score: -29499190.000000 Penalty: 6103.169434
	Iteration 198F: 3 clusters Score -2.949919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161811.781250 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159810.390625 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159810.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160498.640625 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -160498.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161329.390625 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -161329.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -161825.359375 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -161825.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -162040.703125 Penalty: 3551.394287
	Iteration 4F: 3 clusters Score -162040.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -162154.625000 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -162154.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -162226.593750 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -162226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -162261.750000 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -162261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -162277.468750 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -162277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -162298.078125 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -162298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -162313.718750 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -162313.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -162327.593750 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -162327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -162332.562500 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -162332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -162339.859375 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -162339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -162343.156250 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -162343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -162346.703125 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -162346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -162349.625000 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -162349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162350.796875 Penalty: 3551.394287
	Iteration 17Q: 3 clusters Score -162350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162350.796875 Penalty: 3551.394287
	Iteration 18F: 3 clusters Score -162350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 236256 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 187436 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 220748 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 96395 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 102438 members 
Mstep: Class 26 contains 77847 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 23582 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 300 members 
Entering Unmasked Estep 
Score: -181034096.000000 Penalty: 105316.210938
Splitting cluster 15 changes total score from -181034096.000000 to -181034096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Entering Unmasked Estep 
Score: -1832214.625000 Penalty: 2369.796387
	Iteration 0F: 2 clusters Score -1832215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1821784.750000 Penalty: 4739.592773
	Iteration 0F: 3 clusters Score -1821785 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1825132.500000 Penalty: 4739.592773
	Iteration 1F: 3 clusters Score -1825132 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1825637.125000 Penalty: 4739.592773
	Iteration 2F: 3 clusters Score -1825637 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1826134.250000 Penalty: 4739.592773
	Iteration 3F: 3 clusters Score -1826134 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1826606.375000 Penalty: 4739.592773
	Iteration 4F: 3 clusters Score -1826606 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1827071.875000 Penalty: 4739.592773
	Iteration 5F: 3 clusters Score -1827072 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1827501.500000 Penalty: 4739.592773
	Iteration 6F: 3 clusters Score -1827502 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1827931.625000 Penalty: 4739.592773
	Iteration 7Q: 3 clusters Score -1827932 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1828363.000000 Penalty: 4739.592773
	Iteration 8Q: 3 clusters Score -1828363 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1828803.500000 Penalty: 4739.592773
	Iteration 9Q: 3 clusters Score -1828804 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1829258.375000 Penalty: 4739.592773
	Iteration 10Q: 3 clusters Score -1829258 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1829635.625000 Penalty: 4739.592773
	Iteration 11Q: 3 clusters Score -1829636 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1829933.875000 Penalty: 4739.592773
	Iteration 12Q: 3 clusters Score -1829934 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1830151.125000 Penalty: 4739.592773
	Iteration 13Q: 3 clusters Score -1830151 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1830314.500000 Penalty: 4739.592773
	Iteration 14Q: 3 clusters Score -1830314 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1830426.500000 Penalty: 4739.592773
	Iteration 15Q: 3 clusters Score -1830426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1830492.875000 Penalty: 4739.592773
	Iteration 16Q: 3 clusters Score -1830493 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1830537.250000 Penalty: 4739.592773
	Iteration 17Q: 3 clusters Score -1830537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1830577.500000 Penalty: 4739.592773
	Iteration 18Q: 3 clusters Score -1830578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1830620.875000 Penalty: 4739.592773
	Iteration 19Q: 3 clusters Score -1830621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1830655.375000 Penalty: 4739.592773
	Iteration 20F: 3 clusters Score -1830655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1830675.000000 Penalty: 4739.592773
	Iteration 21Q: 3 clusters Score -1830675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1830686.750000 Penalty: 4739.592773
	Iteration 22Q: 3 clusters Score -1830687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1830698.250000 Penalty: 4739.592773
	Iteration 23Q: 3 clusters Score -1830698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1830706.000000 Penalty: 4739.592773
	Iteration 24Q: 3 clusters Score -1830706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1830711.000000 Penalty: 4739.592773
	Iteration 25Q: 3 clusters Score -1830711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1830708.375000 Penalty: 4739.592773
	Iteration 26Q: 3 clusters Score -1830708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1830711.750000 Penalty: 4739.592773
	Iteration 27Q: 3 clusters Score -1830712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1830718.250000 Penalty: 4739.592773
	Iteration 28Q: 3 clusters Score -1830718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1830716.500000 Penalty: 4739.592773
	Iteration 29Q: 3 clusters Score -1830716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1830711.875000 Penalty: 4739.592773
	Iteration 30Q: 3 clusters Score -1830712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1830715.000000 Penalty: 4739.592773
	Iteration 31Q: 3 clusters Score -1830715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1830717.875000 Penalty: 4739.592773
	Iteration 32Q: 3 clusters Score -1830718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1830717.500000 Penalty: 4739.592773
	Iteration 33Q: 3 clusters Score -1830718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1830719.875000 Penalty: 4739.592773
	Iteration 34Q: 3 clusters Score -1830720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1830715.875000 Penalty: 4739.592773
	Iteration 35Q: 3 clusters Score -1830716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1830717.000000 Penalty: 4739.592773
	Iteration 36Q: 3 clusters Score -1830717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1830718.000000 Penalty: 4739.592773
	Iteration 37Q: 3 clusters Score -1830718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1830716.500000 Penalty: 4739.592773
	Iteration 38Q: 3 clusters Score -1830716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1830717.000000 Penalty: 4739.592773
	Iteration 39Q: 3 clusters Score -1830717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1830717.625000 Penalty: 4739.592773
	Iteration 40F: 3 clusters Score -1830718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1830719.500000 Penalty: 4739.592773
	Iteration 41Q: 3 clusters Score -1830720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1830719.500000 Penalty: 4739.592773
	Iteration 42F: 3 clusters Score -1830720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -584227.312500 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -584227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -579917.812500 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -579917.8 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -580958.437500 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -580958.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -581261.937500 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -581261.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -581502.625000 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -581502.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -581711.125000 Penalty: 4188.639648
	Iteration 4Q: 3 clusters Score -581711.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -581929.687500 Penalty: 4188.639648
	Iteration 5Q: 3 clusters Score -581929.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -582130.625000 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -582130.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -582312.750000 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -582312.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -582460.937500 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -582460.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -582584.187500 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -582584.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -582683.000000 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -582683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -582756.187500 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -582756.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -582823.437500 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -582823.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -582873.062500 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -582873.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -582902.062500 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -582902.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -582918.125000 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -582918.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -582927.687500 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -582927.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -582934.875000 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -582934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -582941.875000 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -582941.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -582948.625000 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -582948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -582953.812500 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -582953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -582957.875000 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -582957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -582961.875000 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -582961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -582965.062500 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -582965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -582965.625000 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -582965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -582967.187500 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -582967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -582966.875000 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -582966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -582966.875000 Penalty: 4188.639648
	Iteration 27F: 3 clusters Score -582966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -916479.562500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -916479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -910773.812500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -910773.8 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -912238.187500 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -912238.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -912498.000000 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -912498 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -912667.437500 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -912667.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -912791.375000 Penalty: 4386.933594
	Iteration 4Q: 3 clusters Score -912791.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -912880.625000 Penalty: 4386.933594
	Iteration 5Q: 3 clusters Score -912880.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -912980.937500 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -912980.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -913087.312500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -913087.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -913198.000000 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -913198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -913312.812500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -913312.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -913420.875000 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -913420.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -913534.062500 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -913534.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -913651.750000 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -913651.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -913773.750000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -913773.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -913898.625000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -913898.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -914020.000000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -914020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -914123.000000 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -914123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -914220.000000 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -914220 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -914333.875000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -914333.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -914428.312500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -914428.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -914503.687500 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -914503.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -914564.937500 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -914564.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -914619.000000 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -914619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -914663.125000 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -914663.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -914699.375000 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -914699.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -914728.312500 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -914728.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -914744.250000 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -914744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -914753.312500 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -914753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -914769.062500 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -914769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -914774.687500 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -914774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -914780.625000 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -914780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -914788.500000 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -914788.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -914793.125000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -914793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -914796.687500 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -914796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -914801.937500 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -914801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -914804.062500 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -914804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -914806.812500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -914806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -914809.437500 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -914809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -914811.687500 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -914811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -914811.687500 Penalty: 4386.933594
	Iteration 39F: 3 clusters Score -914811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Entering Unmasked Estep 
Score: -2450288.500000 Penalty: 2441.431152
	Iteration 0F: 2 clusters Score -2450288 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 9324 members 
Entering Unmasked Estep 
Score: -2436993.500000 Penalty: 4882.862305
	Iteration 0F: 3 clusters Score -2436994 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2441905.000000 Penalty: 4882.862305
	Iteration 1F: 3 clusters Score -2441905 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2442856.000000 Penalty: 4882.862305
	Iteration 2F: 3 clusters Score -2442856 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2444063.500000 Penalty: 4882.862305
	Iteration 3F: 3 clusters Score -2444064 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2445313.000000 Penalty: 4882.862305
	Iteration 4F: 3 clusters Score -2445313 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2446363.500000 Penalty: 4882.862305
	Iteration 5F: 3 clusters Score -2446364 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2447244.250000 Penalty: 4882.862305
	Iteration 6F: 3 clusters Score -2447244 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2448129.000000 Penalty: 4882.862305
	Iteration 7F: 3 clusters Score -2448129 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2448823.250000 Penalty: 4882.862305
	Iteration 8Q: 3 clusters Score -2448823 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2449375.250000 Penalty: 4882.862305
	Iteration 9Q: 3 clusters Score -2449375 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2449782.250000 Penalty: 4882.862305
	Iteration 10Q: 3 clusters Score -2449782 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2449994.250000 Penalty: 4882.862305
	Iteration 11Q: 3 clusters Score -2449994 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2450110.500000 Penalty: 4882.862305
	Iteration 12Q: 3 clusters Score -2450110 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2450179.500000 Penalty: 4882.862305
	Iteration 13Q: 3 clusters Score -2450180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2450230.250000 Penalty: 4882.862305
	Iteration 14Q: 3 clusters Score -2450230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2450262.250000 Penalty: 4882.862305
	Iteration 15Q: 3 clusters Score -2450262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2450296.500000 Penalty: 4882.862305
	Iteration 16Q: 3 clusters Score -2450296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2450320.000000 Penalty: 4882.862305
	Iteration 17Q: 3 clusters Score -2450320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2450364.750000 Penalty: 4882.862305
	Iteration 18Q: 3 clusters Score -2450365 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2450398.750000 Penalty: 4882.862305
	Iteration 19Q: 3 clusters Score -2450399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2450421.750000 Penalty: 4882.862305
	Iteration 20F: 3 clusters Score -2450422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2450451.000000 Penalty: 4882.862305
	Iteration 21Q: 3 clusters Score -2450451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2450479.500000 Penalty: 4882.862305
	Iteration 22Q: 3 clusters Score -2450480 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2450525.750000 Penalty: 4882.862305
	Iteration 23Q: 3 clusters Score -2450526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2450563.500000 Penalty: 4882.862305
	Iteration 24Q: 3 clusters Score -2450564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2450600.750000 Penalty: 4882.862305
	Iteration 25Q: 3 clusters Score -2450601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2450641.000000 Penalty: 4882.862305
	Iteration 26Q: 3 clusters Score -2450641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2450668.250000 Penalty: 4882.862305
	Iteration 27Q: 3 clusters Score -2450668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2450697.500000 Penalty: 4882.862305
	Iteration 28Q: 3 clusters Score -2450698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2450705.000000 Penalty: 4882.862305
	Iteration 29Q: 3 clusters Score -2450705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2450723.250000 Penalty: 4882.862305
	Iteration 30Q: 3 clusters Score -2450723 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2450745.750000 Penalty: 4882.862305
	Iteration 31Q: 3 clusters Score -2450746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2450765.250000 Penalty: 4882.862305
	Iteration 32Q: 3 clusters Score -2450765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2450779.500000 Penalty: 4882.862305
	Iteration 33Q: 3 clusters Score -2450780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2450809.500000 Penalty: 4882.862305
	Iteration 34Q: 3 clusters Score -2450810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2450846.250000 Penalty: 4882.862305
	Iteration 35Q: 3 clusters Score -2450846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2450860.500000 Penalty: 4882.862305
	Iteration 36Q: 3 clusters Score -2450860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2450875.250000 Penalty: 4882.862305
	Iteration 37Q: 3 clusters Score -2450875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2450884.750000 Penalty: 4882.862305
	Iteration 38Q: 3 clusters Score -2450885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2450891.000000 Penalty: 4882.862305
	Iteration 39Q: 3 clusters Score -2450891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2450894.750000 Penalty: 4882.862305
	Iteration 40F: 3 clusters Score -2450895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2450897.500000 Penalty: 4882.862305
	Iteration 41Q: 3 clusters Score -2450898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2450906.000000 Penalty: 4882.862305
	Iteration 42Q: 3 clusters Score -2450906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2450902.750000 Penalty: 4882.862305
	Iteration 43Q: 3 clusters Score -2450903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2450906.750000 Penalty: 4882.862305
	Iteration 44Q: 3 clusters Score -2450907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2450920.000000 Penalty: 4882.862305
	Iteration 45Q: 3 clusters Score -2450920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2450923.500000 Penalty: 4882.862305
	Iteration 46Q: 3 clusters Score -2450924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2450934.000000 Penalty: 4882.862305
	Iteration 47Q: 3 clusters Score -2450934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2450940.000000 Penalty: 4882.862305
	Iteration 48Q: 3 clusters Score -2450940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2450946.750000 Penalty: 4882.862305
	Iteration 49Q: 3 clusters Score -2450947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2450955.250000 Penalty: 4882.862305
	Iteration 50Q: 3 clusters Score -2450955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2450967.250000 Penalty: 4882.862305
	Iteration 51Q: 3 clusters Score -2450967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2450973.000000 Penalty: 4882.862305
	Iteration 52Q: 3 clusters Score -2450973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2450980.250000 Penalty: 4882.862305
	Iteration 53Q: 3 clusters Score -2450980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2450975.000000 Penalty: 4882.862305
	Iteration 54Q: 3 clusters Score -2450975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2450977.500000 Penalty: 4882.862305
	Iteration 55Q: 3 clusters Score -2450978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2450981.500000 Penalty: 4882.862305
	Iteration 56Q: 3 clusters Score -2450982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2450991.750000 Penalty: 4882.862305
	Iteration 57Q: 3 clusters Score -2450992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2450997.500000 Penalty: 4882.862305
	Iteration 58Q: 3 clusters Score -2450998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2451000.250000 Penalty: 4882.862305
	Iteration 59Q: 3 clusters Score -2451000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2451001.750000 Penalty: 4882.862305
	Iteration 60F: 3 clusters Score -2451002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2451008.250000 Penalty: 4882.862305
	Iteration 61Q: 3 clusters Score -2451008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2451006.250000 Penalty: 4882.862305
	Iteration 62Q: 3 clusters Score -2451006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2451012.000000 Penalty: 4882.862305
	Iteration 63Q: 3 clusters Score -2451012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2451009.250000 Penalty: 4882.862305
	Iteration 64Q: 3 clusters Score -2451009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2451022.000000 Penalty: 4882.862305
	Iteration 65Q: 3 clusters Score -2451022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2451016.000000 Penalty: 4882.862305
	Iteration 66Q: 3 clusters Score -2451016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2451020.500000 Penalty: 4882.862305
	Iteration 67Q: 3 clusters Score -2451020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2451023.750000 Penalty: 4882.862305
	Iteration 68Q: 3 clusters Score -2451024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2451029.250000 Penalty: 4882.862305
	Iteration 69Q: 3 clusters Score -2451029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2451032.500000 Penalty: 4882.862305
	Iteration 70Q: 3 clusters Score -2451032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2451032.000000 Penalty: 4882.862305
	Iteration 71Q: 3 clusters Score -2451032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2451027.500000 Penalty: 4882.862305
	Iteration 72Q: 3 clusters Score -2451028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2451025.250000 Penalty: 4882.862305
	Iteration 73Q: 3 clusters Score -2451025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2451031.500000 Penalty: 4882.862305
	Iteration 74Q: 3 clusters Score -2451032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2451031.500000 Penalty: 4882.862305
	Iteration 75Q: 3 clusters Score -2451032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2451031.000000 Penalty: 4882.862305
	Iteration 76Q: 3 clusters Score -2451031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2451031.750000 Penalty: 4882.862305
	Iteration 77Q: 3 clusters Score -2451032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2451030.000000 Penalty: 4882.862305
	Iteration 78Q: 3 clusters Score -2451030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2451031.500000 Penalty: 4882.862305
	Iteration 79Q: 3 clusters Score -2451032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2451032.750000 Penalty: 4882.862305
	Iteration 80F: 3 clusters Score -2451033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2451046.000000 Penalty: 4882.862305
	Iteration 81Q: 3 clusters Score -2451046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2451063.000000 Penalty: 4882.862305
	Iteration 82Q: 3 clusters Score -2451063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2451065.250000 Penalty: 4882.862305
	Iteration 83Q: 3 clusters Score -2451065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2451071.250000 Penalty: 4882.862305
	Iteration 84Q: 3 clusters Score -2451071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2451080.000000 Penalty: 4882.862305
	Iteration 85Q: 3 clusters Score -2451080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2451079.000000 Penalty: 4882.862305
	Iteration 86Q: 3 clusters Score -2451079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2451084.250000 Penalty: 4882.862305
	Iteration 87Q: 3 clusters Score -2451084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2451087.750000 Penalty: 4882.862305
	Iteration 88Q: 3 clusters Score -2451088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2451085.250000 Penalty: 4882.862305
	Iteration 89Q: 3 clusters Score -2451085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2451086.500000 Penalty: 4882.862305
	Iteration 90Q: 3 clusters Score -2451086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2451087.500000 Penalty: 4882.862305
	Iteration 91Q: 3 clusters Score -2451088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2451087.250000 Penalty: 4882.862305
	Iteration 92Q: 3 clusters Score -2451087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2451091.500000 Penalty: 4882.862305
	Iteration 93Q: 3 clusters Score -2451092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2451087.750000 Penalty: 4882.862305
	Iteration 94Q: 3 clusters Score -2451088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2451088.000000 Penalty: 4882.862305
	Iteration 95Q: 3 clusters Score -2451088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2451089.000000 Penalty: 4882.862305
	Iteration 96Q: 3 clusters Score -2451089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2451087.250000 Penalty: 4882.862305
	Iteration 97Q: 3 clusters Score -2451087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2451088.750000 Penalty: 4882.862305
	Iteration 98Q: 3 clusters Score -2451089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2451091.000000 Penalty: 4882.862305
	Iteration 99Q: 3 clusters Score -2451091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2451086.750000 Penalty: 4882.862305
	Iteration 100F: 3 clusters Score -2451087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2451086.000000 Penalty: 4882.862305
	Iteration 101Q: 3 clusters Score -2451086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2451084.250000 Penalty: 4882.862305
	Iteration 102Q: 3 clusters Score -2451084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2451089.000000 Penalty: 4882.862305
	Iteration 103Q: 3 clusters Score -2451089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2451088.750000 Penalty: 4882.862305
	Iteration 104Q: 3 clusters Score -2451089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2451084.750000 Penalty: 4882.862305
	Iteration 105Q: 3 clusters Score -2451085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2451084.750000 Penalty: 4882.862305
	Iteration 106F: 3 clusters Score -2451085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 236256 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 187436 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 220748 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 96395 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 102438 members 
Mstep: Class 26 contains 77847 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 23582 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 11224 members 
Entering Unmasked Estep 
Score: -181035376.000000 Penalty: 105316.210938
Splitting cluster 19 changes total score from -181034096.000000 to -181035376.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (96395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Entering Unmasked Estep 
Score: -12860282.000000 Penalty: 2846.100098
	Iteration 0F: 2 clusters Score -1.286028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -12795973.000000 Penalty: 5692.200195
	Iteration 0F: 3 clusters Score -1.279597e+07 nChanged 45472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -12822266.000000 Penalty: 5692.200195
	Iteration 1F: 3 clusters Score -1.282227e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -12823245.000000 Penalty: 5692.200195
	Iteration 2Q: 3 clusters Score -1.282324e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -12824745.000000 Penalty: 5692.200195
	Iteration 3Q: 3 clusters Score -1.282474e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -12826784.000000 Penalty: 5692.200195
	Iteration 4Q: 3 clusters Score -1.282678e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -12829570.000000 Penalty: 5692.200195
	Iteration 5F: 3 clusters Score -1.282957e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -12833562.000000 Penalty: 5692.200195
	Iteration 6F: 3 clusters Score -1.283356e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -12838177.000000 Penalty: 5692.200195
	Iteration 7F: 3 clusters Score -1.283818e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -12842196.000000 Penalty: 5692.200195
	Iteration 8F: 3 clusters Score -1.28422e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -12844037.000000 Penalty: 5692.200195
	Iteration 9Q: 3 clusters Score -1.284404e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -12844867.000000 Penalty: 5692.200195
	Iteration 10Q: 3 clusters Score -1.284487e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -12845446.000000 Penalty: 5692.200195
	Iteration 11Q: 3 clusters Score -1.284545e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -12845863.000000 Penalty: 5692.200195
	Iteration 12Q: 3 clusters Score -1.284586e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -12846419.000000 Penalty: 5692.200195
	Iteration 13Q: 3 clusters Score -1.284642e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -12846873.000000 Penalty: 5692.200195
	Iteration 14Q: 3 clusters Score -1.284687e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -12847382.000000 Penalty: 5692.200195
	Iteration 15Q: 3 clusters Score -1.284738e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -12847932.000000 Penalty: 5692.200195
	Iteration 16Q: 3 clusters Score -1.284793e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -12848400.000000 Penalty: 5692.200195
	Iteration 17Q: 3 clusters Score -1.28484e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -12848991.000000 Penalty: 5692.200195
	Iteration 18Q: 3 clusters Score -1.284899e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -12849582.000000 Penalty: 5692.200195
	Iteration 19Q: 3 clusters Score -1.284958e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -12850038.000000 Penalty: 5692.200195
	Iteration 20F: 3 clusters Score -1.285004e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -12850628.000000 Penalty: 5692.200195
	Iteration 21Q: 3 clusters Score -1.285063e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -12851176.000000 Penalty: 5692.200195
	Iteration 22Q: 3 clusters Score -1.285118e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -12851751.000000 Penalty: 5692.200195
	Iteration 23Q: 3 clusters Score -1.285175e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -12852376.000000 Penalty: 5692.200195
	Iteration 24Q: 3 clusters Score -1.285238e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -12852851.000000 Penalty: 5692.200195
	Iteration 25Q: 3 clusters Score -1.285285e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -12853406.000000 Penalty: 5692.200195
	Iteration 26Q: 3 clusters Score -1.285341e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -12854039.000000 Penalty: 5692.200195
	Iteration 27Q: 3 clusters Score -1.285404e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -12854529.000000 Penalty: 5692.200195
	Iteration 28Q: 3 clusters Score -1.285453e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -12855052.000000 Penalty: 5692.200195
	Iteration 29Q: 3 clusters Score -1.285505e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -12855535.000000 Penalty: 5692.200195
	Iteration 30Q: 3 clusters Score -1.285554e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -12855979.000000 Penalty: 5692.200195
	Iteration 31Q: 3 clusters Score -1.285598e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12856365.000000 Penalty: 5692.200195
	Iteration 32Q: 3 clusters Score -1.285636e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -12856679.000000 Penalty: 5692.200195
	Iteration 33Q: 3 clusters Score -1.285668e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -12856882.000000 Penalty: 5692.200195
	Iteration 34Q: 3 clusters Score -1.285688e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -12857064.000000 Penalty: 5692.200195
	Iteration 35Q: 3 clusters Score -1.285706e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -12857194.000000 Penalty: 5692.200195
	Iteration 36Q: 3 clusters Score -1.285719e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12857372.000000 Penalty: 5692.200195
	Iteration 37Q: 3 clusters Score -1.285737e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12857523.000000 Penalty: 5692.200195
	Iteration 38Q: 3 clusters Score -1.285752e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12857602.000000 Penalty: 5692.200195
	Iteration 39Q: 3 clusters Score -1.28576e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12857703.000000 Penalty: 5692.200195
	Iteration 40F: 3 clusters Score -1.28577e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12857745.000000 Penalty: 5692.200195
	Iteration 41Q: 3 clusters Score -1.285774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12857797.000000 Penalty: 5692.200195
	Iteration 42Q: 3 clusters Score -1.28578e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12857835.000000 Penalty: 5692.200195
	Iteration 43Q: 3 clusters Score -1.285784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12857858.000000 Penalty: 5692.200195
	Iteration 44Q: 3 clusters Score -1.285786e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12857861.000000 Penalty: 5692.200195
	Iteration 45Q: 3 clusters Score -1.285786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12857895.000000 Penalty: 5692.200195
	Iteration 46Q: 3 clusters Score -1.28579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12857918.000000 Penalty: 5692.200195
	Iteration 47Q: 3 clusters Score -1.285792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12857928.000000 Penalty: 5692.200195
	Iteration 48Q: 3 clusters Score -1.285793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12857929.000000 Penalty: 5692.200195
	Iteration 49Q: 3 clusters Score -1.285793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12857943.000000 Penalty: 5692.200195
	Iteration 50Q: 3 clusters Score -1.285794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12857940.000000 Penalty: 5692.200195
	Iteration 51Q: 3 clusters Score -1.285794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12857956.000000 Penalty: 5692.200195
	Iteration 52Q: 3 clusters Score -1.285796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12857977.000000 Penalty: 5692.200195
	Iteration 53Q: 3 clusters Score -1.285798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12857987.000000 Penalty: 5692.200195
	Iteration 54Q: 3 clusters Score -1.285799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12857985.000000 Penalty: 5692.200195
	Iteration 55Q: 3 clusters Score -1.285798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12857983.000000 Penalty: 5692.200195
	Iteration 56Q: 3 clusters Score -1.285798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12857992.000000 Penalty: 5692.200195
	Iteration 57Q: 3 clusters Score -1.285799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12857991.000000 Penalty: 5692.200195
	Iteration 58Q: 3 clusters Score -1.285799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12857984.000000 Penalty: 5692.200195
	Iteration 59Q: 3 clusters Score -1.285798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12857996.000000 Penalty: 5692.200195
	Iteration 60F: 3 clusters Score -1.2858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12857998.000000 Penalty: 5692.200195
	Iteration 61Q: 3 clusters Score -1.2858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12858001.000000 Penalty: 5692.200195
	Iteration 62Q: 3 clusters Score -1.2858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12857995.000000 Penalty: 5692.200195
	Iteration 63Q: 3 clusters Score -1.2858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12857996.000000 Penalty: 5692.200195
	Iteration 64Q: 3 clusters Score -1.2858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12857992.000000 Penalty: 5692.200195
	Iteration 65Q: 3 clusters Score -1.285799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12857990.000000 Penalty: 5692.200195
	Iteration 66Q: 3 clusters Score -1.285799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12857991.000000 Penalty: 5692.200195
	Iteration 67Q: 3 clusters Score -1.285799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12857998.000000 Penalty: 5692.200195
	Iteration 68Q: 3 clusters Score -1.2858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12858003.000000 Penalty: 5692.200195
	Iteration 69Q: 3 clusters Score -1.2858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12857995.000000 Penalty: 5692.200195
	Iteration 70Q: 3 clusters Score -1.2858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12857995.000000 Penalty: 5692.200195
	Iteration 71F: 3 clusters Score -1.2858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Entering Unmasked Estep 
Score: -2174150.500000 Penalty: 2410.794678
	Iteration 0F: 2 clusters Score -2174150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2162228.500000 Penalty: 4821.589355
	Iteration 0F: 3 clusters Score -2162228 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2166267.250000 Penalty: 4821.589355
	Iteration 1F: 3 clusters Score -2166267 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2166992.250000 Penalty: 4821.589355
	Iteration 2F: 3 clusters Score -2166992 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2167903.000000 Penalty: 4821.589355
	Iteration 3F: 3 clusters Score -2167903 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2168795.750000 Penalty: 4821.589355
	Iteration 4F: 3 clusters Score -2168796 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2169596.750000 Penalty: 4821.589355
	Iteration 5F: 3 clusters Score -2169597 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2170244.000000 Penalty: 4821.589355
	Iteration 6F: 3 clusters Score -2170244 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2170703.000000 Penalty: 4821.589355
	Iteration 7Q: 3 clusters Score -2170703 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2171067.000000 Penalty: 4821.589355
	Iteration 8Q: 3 clusters Score -2171067 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2171369.500000 Penalty: 4821.589355
	Iteration 9Q: 3 clusters Score -2171370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2171615.750000 Penalty: 4821.589355
	Iteration 10Q: 3 clusters Score -2171616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2171810.500000 Penalty: 4821.589355
	Iteration 11Q: 3 clusters Score -2171810 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2171948.750000 Penalty: 4821.589355
	Iteration 12Q: 3 clusters Score -2171949 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2172031.750000 Penalty: 4821.589355
	Iteration 13Q: 3 clusters Score -2172032 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2172086.750000 Penalty: 4821.589355
	Iteration 14Q: 3 clusters Score -2172087 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2172137.250000 Penalty: 4821.589355
	Iteration 15Q: 3 clusters Score -2172137 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2172175.750000 Penalty: 4821.589355
	Iteration 16Q: 3 clusters Score -2172176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2172217.250000 Penalty: 4821.589355
	Iteration 17Q: 3 clusters Score -2172217 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2172264.250000 Penalty: 4821.589355
	Iteration 18Q: 3 clusters Score -2172264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2172294.250000 Penalty: 4821.589355
	Iteration 19Q: 3 clusters Score -2172294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2172333.750000 Penalty: 4821.589355
	Iteration 20F: 3 clusters Score -2172334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2172357.500000 Penalty: 4821.589355
	Iteration 21Q: 3 clusters Score -2172358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2172400.250000 Penalty: 4821.589355
	Iteration 22Q: 3 clusters Score -2172400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2172422.500000 Penalty: 4821.589355
	Iteration 23Q: 3 clusters Score -2172422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2172464.000000 Penalty: 4821.589355
	Iteration 24Q: 3 clusters Score -2172464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2172490.000000 Penalty: 4821.589355
	Iteration 25Q: 3 clusters Score -2172490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2172525.750000 Penalty: 4821.589355
	Iteration 26Q: 3 clusters Score -2172526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2172547.750000 Penalty: 4821.589355
	Iteration 27Q: 3 clusters Score -2172548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2172584.500000 Penalty: 4821.589355
	Iteration 28Q: 3 clusters Score -2172584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2172604.750000 Penalty: 4821.589355
	Iteration 29Q: 3 clusters Score -2172605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2172627.500000 Penalty: 4821.589355
	Iteration 30Q: 3 clusters Score -2172628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2172654.000000 Penalty: 4821.589355
	Iteration 31Q: 3 clusters Score -2172654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2172672.750000 Penalty: 4821.589355
	Iteration 32Q: 3 clusters Score -2172673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2172698.500000 Penalty: 4821.589355
	Iteration 33Q: 3 clusters Score -2172698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2172721.500000 Penalty: 4821.589355
	Iteration 34Q: 3 clusters Score -2172722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2172736.250000 Penalty: 4821.589355
	Iteration 35Q: 3 clusters Score -2172736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2172748.750000 Penalty: 4821.589355
	Iteration 36Q: 3 clusters Score -2172749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2172770.750000 Penalty: 4821.589355
	Iteration 37Q: 3 clusters Score -2172771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2172780.750000 Penalty: 4821.589355
	Iteration 38Q: 3 clusters Score -2172781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2172809.250000 Penalty: 4821.589355
	Iteration 39Q: 3 clusters Score -2172809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2172832.250000 Penalty: 4821.589355
	Iteration 40F: 3 clusters Score -2172832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2172865.250000 Penalty: 4821.589355
	Iteration 41Q: 3 clusters Score -2172865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2172893.750000 Penalty: 4821.589355
	Iteration 42Q: 3 clusters Score -2172894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2172927.250000 Penalty: 4821.589355
	Iteration 43Q: 3 clusters Score -2172927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2172948.000000 Penalty: 4821.589355
	Iteration 44Q: 3 clusters Score -2172948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2172964.000000 Penalty: 4821.589355
	Iteration 45Q: 3 clusters Score -2172964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2172990.750000 Penalty: 4821.589355
	Iteration 46Q: 3 clusters Score -2172991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2173001.000000 Penalty: 4821.589355
	Iteration 47Q: 3 clusters Score -2173001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2173021.250000 Penalty: 4821.589355
	Iteration 48Q: 3 clusters Score -2173021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2173029.000000 Penalty: 4821.589355
	Iteration 49Q: 3 clusters Score -2173029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2173038.500000 Penalty: 4821.589355
	Iteration 50Q: 3 clusters Score -2173038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2173045.500000 Penalty: 4821.589355
	Iteration 51Q: 3 clusters Score -2173046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2173044.000000 Penalty: 4821.589355
	Iteration 52Q: 3 clusters Score -2173044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2173050.250000 Penalty: 4821.589355
	Iteration 53Q: 3 clusters Score -2173050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2173052.000000 Penalty: 4821.589355
	Iteration 54Q: 3 clusters Score -2173052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2173058.750000 Penalty: 4821.589355
	Iteration 55Q: 3 clusters Score -2173059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2173055.250000 Penalty: 4821.589355
	Iteration 56Q: 3 clusters Score -2173055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2173053.500000 Penalty: 4821.589355
	Iteration 57Q: 3 clusters Score -2173054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2173053.500000 Penalty: 4821.589355
	Iteration 58Q: 3 clusters Score -2173054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2173057.250000 Penalty: 4821.589355
	Iteration 59Q: 3 clusters Score -2173057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2173064.000000 Penalty: 4821.589355
	Iteration 60F: 3 clusters Score -2173064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2173065.500000 Penalty: 4821.589355
	Iteration 61Q: 3 clusters Score -2173066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2173071.250000 Penalty: 4821.589355
	Iteration 62Q: 3 clusters Score -2173071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2173071.250000 Penalty: 4821.589355
	Iteration 63Q: 3 clusters Score -2173071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2173071.500000 Penalty: 4821.589355
	Iteration 64Q: 3 clusters Score -2173072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2173074.250000 Penalty: 4821.589355
	Iteration 65Q: 3 clusters Score -2173074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2173072.750000 Penalty: 4821.589355
	Iteration 66Q: 3 clusters Score -2173073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2173073.750000 Penalty: 4821.589355
	Iteration 67Q: 3 clusters Score -2173074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2173073.750000 Penalty: 4821.589355
	Iteration 68F: 3 clusters Score -2173074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -465513.468750 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -465513.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -461785.875000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -461785.9 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -462646.562500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -462646.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -462846.656250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -462846.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -462970.031250 Penalty: 4076.785645
	Iteration 3Q: 3 clusters Score -462970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -463040.437500 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -463040.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -463098.187500 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -463098.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -463146.031250 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -463146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -463181.687500 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -463181.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -463209.093750 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -463209.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -463230.843750 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -463230.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -463252.468750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -463252.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -463275.000000 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -463275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -463297.062500 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -463297.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -463320.156250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -463320.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -463348.312500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -463348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -463366.281250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -463366.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -463384.218750 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -463384.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -463403.312500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -463403.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -463422.875000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -463422.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -463441.687500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -463441.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -463455.218750 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -463455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -463464.750000 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -463464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -463474.687500 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -463474.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -463479.531250 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -463479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -463482.875000 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -463482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -463484.781250 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -463484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -463488.000000 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -463488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -463491.562500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -463491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -463498.093750 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -463498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463502.781250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -463502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -463507.562500 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -463507.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -463513.093750 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -463513.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -463517.937500 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -463517.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -463525.781250 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -463525.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -463531.281250 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -463531.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -463538.156250 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -463538.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -463546.093750 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -463546.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -463556.156250 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -463556.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -463565.031250 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -463565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -463575.281250 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -463575.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -463584.250000 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -463584.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -463595.437500 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -463595.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -463603.906250 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -463603.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -463617.375000 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -463617.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -463630.687500 Penalty: 4076.785645
	Iteration 44Q: 3 clusters Score -463630.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -463641.843750 Penalty: 4076.785645
	Iteration 45Q: 3 clusters Score -463641.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -463655.312500 Penalty: 4076.785645
	Iteration 46Q: 3 clusters Score -463655.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -463668.031250 Penalty: 4076.785645
	Iteration 47Q: 3 clusters Score -463668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -463682.593750 Penalty: 4076.785645
	Iteration 48Q: 3 clusters Score -463682.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -463700.812500 Penalty: 4076.785645
	Iteration 49Q: 3 clusters Score -463700.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -463723.500000 Penalty: 4076.785645
	Iteration 50Q: 3 clusters Score -463723.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -463746.343750 Penalty: 4076.785645
	Iteration 51Q: 3 clusters Score -463746.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -463764.343750 Penalty: 4076.785645
	Iteration 52Q: 3 clusters Score -463764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -463780.125000 Penalty: 4076.785645
	Iteration 53Q: 3 clusters Score -463780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -463795.875000 Penalty: 4076.785645
	Iteration 54Q: 3 clusters Score -463795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -463822.000000 Penalty: 4076.785645
	Iteration 55Q: 3 clusters Score -463822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -463860.468750 Penalty: 4076.785645
	Iteration 56Q: 3 clusters Score -463860.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -463905.875000 Penalty: 4076.785645
	Iteration 57Q: 3 clusters Score -463905.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -463945.406250 Penalty: 4076.785645
	Iteration 58Q: 3 clusters Score -463945.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -463969.781250 Penalty: 4076.785645
	Iteration 59Q: 3 clusters Score -463969.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -463988.250000 Penalty: 4076.785645
	Iteration 60F: 3 clusters Score -463988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -464000.531250 Penalty: 4076.785645
	Iteration 61Q: 3 clusters Score -464000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -464010.218750 Penalty: 4076.785645
	Iteration 62Q: 3 clusters Score -464010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -464016.343750 Penalty: 4076.785645
	Iteration 63Q: 3 clusters Score -464016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -464022.156250 Penalty: 4076.785645
	Iteration 64Q: 3 clusters Score -464022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464028.156250 Penalty: 4076.785645
	Iteration 65Q: 3 clusters Score -464028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464030.593750 Penalty: 4076.785645
	Iteration 66Q: 3 clusters Score -464030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464034.843750 Penalty: 4076.785645
	Iteration 67Q: 3 clusters Score -464034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464036.187500 Penalty: 4076.785645
	Iteration 68Q: 3 clusters Score -464036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464036.406250 Penalty: 4076.785645
	Iteration 69Q: 3 clusters Score -464036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -464036.250000 Penalty: 4076.785645
	Iteration 70Q: 3 clusters Score -464036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -464037.031250 Penalty: 4076.785645
	Iteration 71Q: 3 clusters Score -464037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -464036.593750 Penalty: 4076.785645
	Iteration 72Q: 3 clusters Score -464036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -464036.656250 Penalty: 4076.785645
	Iteration 73Q: 3 clusters Score -464036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -464037.343750 Penalty: 4076.785645
	Iteration 74Q: 3 clusters Score -464037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -464037.093750 Penalty: 4076.785645
	Iteration 75Q: 3 clusters Score -464037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -464037.312500 Penalty: 4076.785645
	Iteration 76Q: 3 clusters Score -464037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -464037.312500 Penalty: 4076.785645
	Iteration 77F: 3 clusters Score -464037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -406575.531250 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -406575.5 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 1670 members 
Entering Unmasked Estep 
Score: -403172.625000 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -403172.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -403909.343750 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -403909.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -404144.406250 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -404144.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -404316.250000 Penalty: 4021.279785
	Iteration 3F: 3 clusters Score -404316.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -404460.343750 Penalty: 4021.279785
	Iteration 4F: 3 clusters Score -404460.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -404565.500000 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -404565.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404649.125000 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -404649.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -404736.312500 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -404736.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -404831.625000 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -404831.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -404911.062500 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -404911.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -404996.531250 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -404996.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -405082.281250 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -405082.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -405182.687500 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -405182.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -405281.156250 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -405281.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -405333.531250 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -405333.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -405370.281250 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -405370.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -405398.062500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -405398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -405418.531250 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -405418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -405424.250000 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -405424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -405426.156250 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -405426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -405428.031250 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -405428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -405428.531250 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -405428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -405428.812500 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -405428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -405429.656250 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -405429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -405429.656250 Penalty: 4021.279785
	Iteration 24F: 3 clusters Score -405429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -165803.859375 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -165803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163646.140625 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -163646.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164071.656250 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -164071.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -164353.843750 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -164353.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164607.718750 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -164607.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164798.609375 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -164798.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165021.296875 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -165021.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165397.000000 Penalty: 3572.889160
	Iteration 6F: 3 clusters Score -165397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165828.968750 Penalty: 3572.889160
	Iteration 7F: 3 clusters Score -165829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165953.406250 Penalty: 3572.889160
	Iteration 8F: 3 clusters Score -165953.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166053.000000 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -166053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -166108.312500 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -166108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166142.437500 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -166142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166149.406250 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -166149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166155.640625 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -166155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166158.140625 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -166158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166158.140625 Penalty: 3572.889160
	Iteration 15F: 3 clusters Score -166158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 236256 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 187436 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 220748 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 96395 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 102438 members 
Mstep: Class 26 contains 77847 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 23582 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 11224 members 
Mstep: Class 31 contains 886 members 
Entering Unmasked Estep 
Score: -181034000.000000 Penalty: 108826.757812
Splitting cluster 24 changes total score from -181034096.000000 to -181034000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (102438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Entering Unmasked Estep 
Score: -12774728.000000 Penalty: 2861.179199
	Iteration 0F: 2 clusters Score -1.277473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -12706107.000000 Penalty: 5722.358398
	Iteration 0F: 3 clusters Score -1.270611e+07 nChanged 48537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -12734340.000000 Penalty: 5722.358398
	Iteration 1F: 3 clusters Score -1.273434e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -12735494.000000 Penalty: 5722.358398
	Iteration 2Q: 3 clusters Score -1.273549e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -12736821.000000 Penalty: 5722.358398
	Iteration 3Q: 3 clusters Score -1.273682e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -12738159.000000 Penalty: 5722.358398
	Iteration 4Q: 3 clusters Score -1.273816e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -12739569.000000 Penalty: 5722.358398
	Iteration 5Q: 3 clusters Score -1.273957e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -12741069.000000 Penalty: 5722.358398
	Iteration 6Q: 3 clusters Score -1.274107e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -12742802.000000 Penalty: 5722.358398
	Iteration 7Q: 3 clusters Score -1.27428e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -12744918.000000 Penalty: 5722.358398
	Iteration 8Q: 3 clusters Score -1.274492e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -12747466.000000 Penalty: 5722.358398
	Iteration 9Q: 3 clusters Score -1.274747e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -12750618.000000 Penalty: 5722.358398
	Iteration 10F: 3 clusters Score -1.275062e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -12753744.000000 Penalty: 5722.358398
	Iteration 11F: 3 clusters Score -1.275374e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -12755893.000000 Penalty: 5722.358398
	Iteration 12Q: 3 clusters Score -1.275589e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -12757015.000000 Penalty: 5722.358398
	Iteration 13Q: 3 clusters Score -1.275702e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -12757577.000000 Penalty: 5722.358398
	Iteration 14Q: 3 clusters Score -1.275758e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -12757946.000000 Penalty: 5722.358398
	Iteration 15Q: 3 clusters Score -1.275795e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -12758208.000000 Penalty: 5722.358398
	Iteration 16Q: 3 clusters Score -1.275821e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -12758492.000000 Penalty: 5722.358398
	Iteration 17Q: 3 clusters Score -1.275849e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -12758744.000000 Penalty: 5722.358398
	Iteration 18Q: 3 clusters Score -1.275874e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -12759035.000000 Penalty: 5722.358398
	Iteration 19Q: 3 clusters Score -1.275904e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -12759314.000000 Penalty: 5722.358398
	Iteration 20F: 3 clusters Score -1.275931e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -12759557.000000 Penalty: 5722.358398
	Iteration 21Q: 3 clusters Score -1.275956e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -12759870.000000 Penalty: 5722.358398
	Iteration 22Q: 3 clusters Score -1.275987e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -12760276.000000 Penalty: 5722.358398
	Iteration 23Q: 3 clusters Score -1.276028e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -12760579.000000 Penalty: 5722.358398
	Iteration 24Q: 3 clusters Score -1.276058e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -12760999.000000 Penalty: 5722.358398
	Iteration 25Q: 3 clusters Score -1.2761e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -12761404.000000 Penalty: 5722.358398
	Iteration 26Q: 3 clusters Score -1.27614e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -12761843.000000 Penalty: 5722.358398
	Iteration 27Q: 3 clusters Score -1.276184e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -12762263.000000 Penalty: 5722.358398
	Iteration 28Q: 3 clusters Score -1.276226e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -12762759.000000 Penalty: 5722.358398
	Iteration 29Q: 3 clusters Score -1.276276e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -12763277.000000 Penalty: 5722.358398
	Iteration 30Q: 3 clusters Score -1.276328e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -12763792.000000 Penalty: 5722.358398
	Iteration 31Q: 3 clusters Score -1.276379e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -12764314.000000 Penalty: 5722.358398
	Iteration 32Q: 3 clusters Score -1.276431e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -12764985.000000 Penalty: 5722.358398
	Iteration 33Q: 3 clusters Score -1.276498e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -12765678.000000 Penalty: 5722.358398
	Iteration 34Q: 3 clusters Score -1.276568e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -12766352.000000 Penalty: 5722.358398
	Iteration 35Q: 3 clusters Score -1.276635e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -12766999.000000 Penalty: 5722.358398
	Iteration 36Q: 3 clusters Score -1.2767e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -12767642.000000 Penalty: 5722.358398
	Iteration 37Q: 3 clusters Score -1.276764e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -12768328.000000 Penalty: 5722.358398
	Iteration 38Q: 3 clusters Score -1.276833e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -12768974.000000 Penalty: 5722.358398
	Iteration 39Q: 3 clusters Score -1.276897e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -12769628.000000 Penalty: 5722.358398
	Iteration 40F: 3 clusters Score -1.276963e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -12770163.000000 Penalty: 5722.358398
	Iteration 41Q: 3 clusters Score -1.277016e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -12770621.000000 Penalty: 5722.358398
	Iteration 42Q: 3 clusters Score -1.277062e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -12770940.000000 Penalty: 5722.358398
	Iteration 43Q: 3 clusters Score -1.277094e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -12771236.000000 Penalty: 5722.358398
	Iteration 44Q: 3 clusters Score -1.277124e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12771468.000000 Penalty: 5722.358398
	Iteration 45Q: 3 clusters Score -1.277147e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12771665.000000 Penalty: 5722.358398
	Iteration 46Q: 3 clusters Score -1.277166e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12771821.000000 Penalty: 5722.358398
	Iteration 47Q: 3 clusters Score -1.277182e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12771900.000000 Penalty: 5722.358398
	Iteration 48Q: 3 clusters Score -1.27719e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12772008.000000 Penalty: 5722.358398
	Iteration 49Q: 3 clusters Score -1.277201e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12772065.000000 Penalty: 5722.358398
	Iteration 50Q: 3 clusters Score -1.277206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12772109.000000 Penalty: 5722.358398
	Iteration 51Q: 3 clusters Score -1.277211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12772156.000000 Penalty: 5722.358398
	Iteration 52Q: 3 clusters Score -1.277216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12772186.000000 Penalty: 5722.358398
	Iteration 53Q: 3 clusters Score -1.277219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12772210.000000 Penalty: 5722.358398
	Iteration 54Q: 3 clusters Score -1.277221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12772250.000000 Penalty: 5722.358398
	Iteration 55Q: 3 clusters Score -1.277225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12772265.000000 Penalty: 5722.358398
	Iteration 56Q: 3 clusters Score -1.277226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12772283.000000 Penalty: 5722.358398
	Iteration 57Q: 3 clusters Score -1.277228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12772295.000000 Penalty: 5722.358398
	Iteration 58Q: 3 clusters Score -1.27723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12772312.000000 Penalty: 5722.358398
	Iteration 59Q: 3 clusters Score -1.277231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12772312.000000 Penalty: 5722.358398
	Iteration 60F: 3 clusters Score -1.277231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12772315.000000 Penalty: 5722.358398
	Iteration 61Q: 3 clusters Score -1.277232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12772324.000000 Penalty: 5722.358398
	Iteration 62Q: 3 clusters Score -1.277232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12772322.000000 Penalty: 5722.358398
	Iteration 63Q: 3 clusters Score -1.277232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12772326.000000 Penalty: 5722.358398
	Iteration 64Q: 3 clusters Score -1.277233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12772329.000000 Penalty: 5722.358398
	Iteration 65Q: 3 clusters Score -1.277233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12772335.000000 Penalty: 5722.358398
	Iteration 66Q: 3 clusters Score -1.277234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12772334.000000 Penalty: 5722.358398
	Iteration 67Q: 3 clusters Score -1.277233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12772337.000000 Penalty: 5722.358398
	Iteration 68Q: 3 clusters Score -1.277234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12772330.000000 Penalty: 5722.358398
	Iteration 69Q: 3 clusters Score -1.277233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12772335.000000 Penalty: 5722.358398
	Iteration 70Q: 3 clusters Score -1.277234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12772327.000000 Penalty: 5722.358398
	Iteration 71Q: 3 clusters Score -1.277233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12772334.000000 Penalty: 5722.358398
	Iteration 72Q: 3 clusters Score -1.277233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12772335.000000 Penalty: 5722.358398
	Iteration 73Q: 3 clusters Score -1.277234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12772335.000000 Penalty: 5722.358398
	Iteration 74F: 3 clusters Score -1.277234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (77847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Entering Unmasked Estep 
Score: -10312707.000000 Penalty: 2793.100098
	Iteration 0F: 2 clusters Score -1.031271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -10260678.000000 Penalty: 5586.200195
	Iteration 0F: 3 clusters Score -1.026068e+07 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -10281507.000000 Penalty: 5586.200195
	Iteration 1F: 3 clusters Score -1.028151e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10282103.000000 Penalty: 5586.200195
	Iteration 2Q: 3 clusters Score -1.02821e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -10282695.000000 Penalty: 5586.200195
	Iteration 3Q: 3 clusters Score -1.02827e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -10283478.000000 Penalty: 5586.200195
	Iteration 4Q: 3 clusters Score -1.028348e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -10284491.000000 Penalty: 5586.200195
	Iteration 5Q: 3 clusters Score -1.028449e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -10285924.000000 Penalty: 5586.200195
	Iteration 6Q: 3 clusters Score -1.028592e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -10287934.000000 Penalty: 5586.200195
	Iteration 7Q: 3 clusters Score -1.028793e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -10290469.000000 Penalty: 5586.200195
	Iteration 8F: 3 clusters Score -1.029047e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -10293705.000000 Penalty: 5586.200195
	Iteration 9F: 3 clusters Score -1.02937e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -10297460.000000 Penalty: 5586.200195
	Iteration 10F: 3 clusters Score -1.029746e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -10300792.000000 Penalty: 5586.200195
	Iteration 11Q: 3 clusters Score -1.030079e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10303676.000000 Penalty: 5586.200195
	Iteration 12Q: 3 clusters Score -1.030368e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -10305723.000000 Penalty: 5586.200195
	Iteration 13Q: 3 clusters Score -1.030572e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -10307175.000000 Penalty: 5586.200195
	Iteration 14Q: 3 clusters Score -1.030718e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -10308157.000000 Penalty: 5586.200195
	Iteration 15Q: 3 clusters Score -1.030816e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -10308864.000000 Penalty: 5586.200195
	Iteration 16Q: 3 clusters Score -1.030886e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -10309396.000000 Penalty: 5586.200195
	Iteration 17Q: 3 clusters Score -1.03094e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -10309714.000000 Penalty: 5586.200195
	Iteration 18Q: 3 clusters Score -1.030971e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -10309975.000000 Penalty: 5586.200195
	Iteration 19Q: 3 clusters Score -1.030998e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -10310110.000000 Penalty: 5586.200195
	Iteration 20F: 3 clusters Score -1.031011e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -10310207.000000 Penalty: 5586.200195
	Iteration 21Q: 3 clusters Score -1.031021e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -10310293.000000 Penalty: 5586.200195
	Iteration 22Q: 3 clusters Score -1.031029e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -10310380.000000 Penalty: 5586.200195
	Iteration 23Q: 3 clusters Score -1.031038e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -10310422.000000 Penalty: 5586.200195
	Iteration 24Q: 3 clusters Score -1.031042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -10310433.000000 Penalty: 5586.200195
	Iteration 25Q: 3 clusters Score -1.031043e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -10310448.000000 Penalty: 5586.200195
	Iteration 26Q: 3 clusters Score -1.031045e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -10310476.000000 Penalty: 5586.200195
	Iteration 27Q: 3 clusters Score -1.031048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -10310476.000000 Penalty: 5586.200195
	Iteration 28Q: 3 clusters Score -1.031048e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -10310484.000000 Penalty: 5586.200195
	Iteration 29Q: 3 clusters Score -1.031048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -10310504.000000 Penalty: 5586.200195
	Iteration 30Q: 3 clusters Score -1.03105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -10310524.000000 Penalty: 5586.200195
	Iteration 31Q: 3 clusters Score -1.031052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -10310534.000000 Penalty: 5586.200195
	Iteration 32Q: 3 clusters Score -1.031053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -10310550.000000 Penalty: 5586.200195
	Iteration 33Q: 3 clusters Score -1.031055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -10310553.000000 Penalty: 5586.200195
	Iteration 34Q: 3 clusters Score -1.031055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -10310564.000000 Penalty: 5586.200195
	Iteration 35Q: 3 clusters Score -1.031056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -10310551.000000 Penalty: 5586.200195
	Iteration 36Q: 3 clusters Score -1.031055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -10310562.000000 Penalty: 5586.200195
	Iteration 37Q: 3 clusters Score -1.031056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -10310565.000000 Penalty: 5586.200195
	Iteration 38Q: 3 clusters Score -1.031056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -10310571.000000 Penalty: 5586.200195
	Iteration 39Q: 3 clusters Score -1.031057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -10310574.000000 Penalty: 5586.200195
	Iteration 40F: 3 clusters Score -1.031057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -10310584.000000 Penalty: 5586.200195
	Iteration 41Q: 3 clusters Score -1.031058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -10310592.000000 Penalty: 5586.200195
	Iteration 42Q: 3 clusters Score -1.031059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -10310601.000000 Penalty: 5586.200195
	Iteration 43Q: 3 clusters Score -1.03106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -10310596.000000 Penalty: 5586.200195
	Iteration 44Q: 3 clusters Score -1.03106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -10310601.000000 Penalty: 5586.200195
	Iteration 45Q: 3 clusters Score -1.03106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10310600.000000 Penalty: 5586.200195
	Iteration 46Q: 3 clusters Score -1.03106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10310600.000000 Penalty: 5586.200195
	Iteration 47F: 3 clusters Score -1.03106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -2129940.000000 Penalty: 2396.709473
	Iteration 0F: 2 clusters Score -2129940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2118587.500000 Penalty: 4793.418945
	Iteration 0F: 3 clusters Score -2118588 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2122454.500000 Penalty: 4793.418945
	Iteration 1F: 3 clusters Score -2122454 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2123429.000000 Penalty: 4793.418945
	Iteration 2F: 3 clusters Score -2123429 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2124850.750000 Penalty: 4793.418945
	Iteration 3F: 3 clusters Score -2124851 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2126458.500000 Penalty: 4793.418945
	Iteration 4F: 3 clusters Score -2126458 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2127504.500000 Penalty: 4793.418945
	Iteration 5F: 3 clusters Score -2127504 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2128063.250000 Penalty: 4793.418945
	Iteration 6F: 3 clusters Score -2128063 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2128370.750000 Penalty: 4793.418945
	Iteration 7Q: 3 clusters Score -2128371 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2128553.500000 Penalty: 4793.418945
	Iteration 8Q: 3 clusters Score -2128554 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2128705.750000 Penalty: 4793.418945
	Iteration 9Q: 3 clusters Score -2128706 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2128827.500000 Penalty: 4793.418945
	Iteration 10Q: 3 clusters Score -2128828 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2128919.750000 Penalty: 4793.418945
	Iteration 11Q: 3 clusters Score -2128920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2129003.000000 Penalty: 4793.418945
	Iteration 12Q: 3 clusters Score -2129003 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2129048.000000 Penalty: 4793.418945
	Iteration 13Q: 3 clusters Score -2129048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2129099.250000 Penalty: 4793.418945
	Iteration 14Q: 3 clusters Score -2129099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2129129.000000 Penalty: 4793.418945
	Iteration 15Q: 3 clusters Score -2129129 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2129167.750000 Penalty: 4793.418945
	Iteration 16Q: 3 clusters Score -2129168 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2129196.750000 Penalty: 4793.418945
	Iteration 17Q: 3 clusters Score -2129197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2129219.250000 Penalty: 4793.418945
	Iteration 18Q: 3 clusters Score -2129219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2129233.500000 Penalty: 4793.418945
	Iteration 19Q: 3 clusters Score -2129234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2129248.250000 Penalty: 4793.418945
	Iteration 20F: 3 clusters Score -2129248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2129259.250000 Penalty: 4793.418945
	Iteration 21Q: 3 clusters Score -2129259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2129267.750000 Penalty: 4793.418945
	Iteration 22Q: 3 clusters Score -2129268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2129285.250000 Penalty: 4793.418945
	Iteration 23Q: 3 clusters Score -2129285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2129291.250000 Penalty: 4793.418945
	Iteration 24Q: 3 clusters Score -2129291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2129289.750000 Penalty: 4793.418945
	Iteration 25Q: 3 clusters Score -2129290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2129297.750000 Penalty: 4793.418945
	Iteration 26Q: 3 clusters Score -2129298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2129296.000000 Penalty: 4793.418945
	Iteration 27Q: 3 clusters Score -2129296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2129302.250000 Penalty: 4793.418945
	Iteration 28Q: 3 clusters Score -2129302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2129298.750000 Penalty: 4793.418945
	Iteration 29Q: 3 clusters Score -2129299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2129299.000000 Penalty: 4793.418945
	Iteration 30Q: 3 clusters Score -2129299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2129307.750000 Penalty: 4793.418945
	Iteration 31Q: 3 clusters Score -2129308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2129308.250000 Penalty: 4793.418945
	Iteration 32Q: 3 clusters Score -2129308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2129307.750000 Penalty: 4793.418945
	Iteration 33Q: 3 clusters Score -2129308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2129309.000000 Penalty: 4793.418945
	Iteration 34Q: 3 clusters Score -2129309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2129311.500000 Penalty: 4793.418945
	Iteration 35Q: 3 clusters Score -2129312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2129317.000000 Penalty: 4793.418945
	Iteration 36Q: 3 clusters Score -2129317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2129320.750000 Penalty: 4793.418945
	Iteration 37Q: 3 clusters Score -2129321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2129320.000000 Penalty: 4793.418945
	Iteration 38Q: 3 clusters Score -2129320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2129319.750000 Penalty: 4793.418945
	Iteration 39Q: 3 clusters Score -2129320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2129320.500000 Penalty: 4793.418945
	Iteration 40F: 3 clusters Score -2129320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2129321.750000 Penalty: 4793.418945
	Iteration 41Q: 3 clusters Score -2129322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2129321.750000 Penalty: 4793.418945
	Iteration 42F: 3 clusters Score -2129322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Entering Unmasked Estep 
Score: -3061900.250000 Penalty: 2496.923340
	Iteration 0F: 2 clusters Score -3061900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3045384.500000 Penalty: 4993.846680
	Iteration 0F: 3 clusters Score -3045384 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3051027.750000 Penalty: 4993.846680
	Iteration 1F: 3 clusters Score -3051028 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3051516.500000 Penalty: 4993.846680
	Iteration 2F: 3 clusters Score -3051516 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3052006.000000 Penalty: 4993.846680
	Iteration 3Q: 3 clusters Score -3052006 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3052566.500000 Penalty: 4993.846680
	Iteration 4Q: 3 clusters Score -3052566 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3053247.750000 Penalty: 4993.846680
	Iteration 5F: 3 clusters Score -3053248 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3054085.000000 Penalty: 4993.846680
	Iteration 6F: 3 clusters Score -3054085 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3055102.500000 Penalty: 4993.846680
	Iteration 7F: 3 clusters Score -3055102 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3056201.000000 Penalty: 4993.846680
	Iteration 8F: 3 clusters Score -3056201 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3057130.000000 Penalty: 4993.846680
	Iteration 9F: 3 clusters Score -3057130 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3057838.500000 Penalty: 4993.846680
	Iteration 10F: 3 clusters Score -3057838 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3058377.750000 Penalty: 4993.846680
	Iteration 11Q: 3 clusters Score -3058378 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3058810.500000 Penalty: 4993.846680
	Iteration 12Q: 3 clusters Score -3058810 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3059206.750000 Penalty: 4993.846680
	Iteration 13Q: 3 clusters Score -3059207 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3059593.500000 Penalty: 4993.846680
	Iteration 14Q: 3 clusters Score -3059594 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3059923.250000 Penalty: 4993.846680
	Iteration 15Q: 3 clusters Score -3059923 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3060158.750000 Penalty: 4993.846680
	Iteration 16Q: 3 clusters Score -3060159 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3060321.500000 Penalty: 4993.846680
	Iteration 17Q: 3 clusters Score -3060322 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3060434.000000 Penalty: 4993.846680
	Iteration 18Q: 3 clusters Score -3060434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3060522.250000 Penalty: 4993.846680
	Iteration 19Q: 3 clusters Score -3060522 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3060590.000000 Penalty: 4993.846680
	Iteration 20F: 3 clusters Score -3060590 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3060653.500000 Penalty: 4993.846680
	Iteration 21Q: 3 clusters Score -3060654 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3060686.000000 Penalty: 4993.846680
	Iteration 22Q: 3 clusters Score -3060686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3060724.500000 Penalty: 4993.846680
	Iteration 23Q: 3 clusters Score -3060724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3060765.250000 Penalty: 4993.846680
	Iteration 24Q: 3 clusters Score -3060765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3060794.000000 Penalty: 4993.846680
	Iteration 25Q: 3 clusters Score -3060794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3060809.750000 Penalty: 4993.846680
	Iteration 26Q: 3 clusters Score -3060810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3060833.500000 Penalty: 4993.846680
	Iteration 27Q: 3 clusters Score -3060834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3060853.500000 Penalty: 4993.846680
	Iteration 28Q: 3 clusters Score -3060854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3060877.750000 Penalty: 4993.846680
	Iteration 29Q: 3 clusters Score -3060878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3060883.250000 Penalty: 4993.846680
	Iteration 30Q: 3 clusters Score -3060883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3060894.500000 Penalty: 4993.846680
	Iteration 31Q: 3 clusters Score -3060894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3060913.500000 Penalty: 4993.846680
	Iteration 32Q: 3 clusters Score -3060914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3060927.000000 Penalty: 4993.846680
	Iteration 33Q: 3 clusters Score -3060927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3060950.500000 Penalty: 4993.846680
	Iteration 34Q: 3 clusters Score -3060950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3060959.250000 Penalty: 4993.846680
	Iteration 35Q: 3 clusters Score -3060959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3060953.000000 Penalty: 4993.846680
	Iteration 36Q: 3 clusters Score -3060953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3060951.750000 Penalty: 4993.846680
	Iteration 37Q: 3 clusters Score -3060952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3060952.750000 Penalty: 4993.846680
	Iteration 38Q: 3 clusters Score -3060953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3060957.250000 Penalty: 4993.846680
	Iteration 39Q: 3 clusters Score -3060957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3060955.250000 Penalty: 4993.846680
	Iteration 40F: 3 clusters Score -3060955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3060959.750000 Penalty: 4993.846680
	Iteration 41Q: 3 clusters Score -3060960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3060967.250000 Penalty: 4993.846680
	Iteration 42Q: 3 clusters Score -3060967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3060973.250000 Penalty: 4993.846680
	Iteration 43Q: 3 clusters Score -3060973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3060967.250000 Penalty: 4993.846680
	Iteration 44Q: 3 clusters Score -3060967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3060974.750000 Penalty: 4993.846680
	Iteration 45Q: 3 clusters Score -3060975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3060976.750000 Penalty: 4993.846680
	Iteration 46Q: 3 clusters Score -3060977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3060981.000000 Penalty: 4993.846680
	Iteration 47Q: 3 clusters Score -3060981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3060981.500000 Penalty: 4993.846680
	Iteration 48Q: 3 clusters Score -3060982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3060979.750000 Penalty: 4993.846680
	Iteration 49Q: 3 clusters Score -3060980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3060979.000000 Penalty: 4993.846680
	Iteration 50Q: 3 clusters Score -3060979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3060982.500000 Penalty: 4993.846680
	Iteration 51Q: 3 clusters Score -3060982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3060979.750000 Penalty: 4993.846680
	Iteration 52Q: 3 clusters Score -3060980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3060978.000000 Penalty: 4993.846680
	Iteration 53Q: 3 clusters Score -3060978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3060976.750000 Penalty: 4993.846680
	Iteration 54Q: 3 clusters Score -3060977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3060979.000000 Penalty: 4993.846680
	Iteration 55Q: 3 clusters Score -3060979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3060978.250000 Penalty: 4993.846680
	Iteration 56Q: 3 clusters Score -3060978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3060978.250000 Penalty: 4993.846680
	Iteration 57Q: 3 clusters Score -3060978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3060981.500000 Penalty: 4993.846680
	Iteration 58Q: 3 clusters Score -3060982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3060983.500000 Penalty: 4993.846680
	Iteration 59Q: 3 clusters Score -3060984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3060983.250000 Penalty: 4993.846680
	Iteration 60F: 3 clusters Score -3060983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3060981.500000 Penalty: 4993.846680
	Iteration 61Q: 3 clusters Score -3060982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3060983.000000 Penalty: 4993.846680
	Iteration 62Q: 3 clusters Score -3060983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3060981.250000 Penalty: 4993.846680
	Iteration 63Q: 3 clusters Score -3060981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3060984.000000 Penalty: 4993.846680
	Iteration 64Q: 3 clusters Score -3060984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3060981.250000 Penalty: 4993.846680
	Iteration 65Q: 3 clusters Score -3060981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3060981.750000 Penalty: 4993.846680
	Iteration 66Q: 3 clusters Score -3060982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3060982.250000 Penalty: 4993.846680
	Iteration 67Q: 3 clusters Score -3060982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3060982.250000 Penalty: 4993.846680
	Iteration 68F: 3 clusters Score -3060982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 236256 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 187436 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 220748 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 96395 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 102438 members 
Mstep: Class 26 contains 77847 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 23582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181038080.000000 Penalty: 105316.210938
Iteration 79Q: 31 clusters Score -1.810381e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 21782 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 137323 members 
Mstep: Class 6 contains 236171 members 
Mstep: Class 7 contains 81782 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 187682 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 11 contains 25859 members 
Mstep: Class 12 contains 10481 members 
Mstep: Class 13 contains 31185 members 
Mstep: Class 14 contains 220821 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 96442 members 
Mstep: Class 21 contains 16820 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 3326 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 103331 members 
Mstep: Class 26 contains 77709 members 
Mstep: Class 27 contains 15794 members 
Mstep: Class 28 contains 23570 members 
Mstep: Class 29 contains 4239 members 
Mstep: Class 30 contains 10704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041504.000000 Penalty: 105316.210938
Iteration 80F: 31 clusters Score -1.810415e+08 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 136031 members 
Mstep: Class 6 contains 236081 members 
Mstep: Class 7 contains 81940 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 187468 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 25981 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 31182 members 
Mstep: Class 14 contains 220385 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 6945 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 96381 members 
Mstep: Class 21 contains 16807 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 103562 members 
Mstep: Class 26 contains 77566 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181043456.000000 Penalty: 105316.210938
Iteration 81Q: 31 clusters Score -1.810435e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 134981 members 
Mstep: Class 6 contains 235946 members 
Mstep: Class 7 contains 82095 members 
Mstep: Class 8 contains 23266 members 
Mstep: Class 9 contains 187358 members 
Mstep: Class 10 contains 14411 members 
Mstep: Class 11 contains 26053 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 31174 members 
Mstep: Class 14 contains 220071 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 96351 members 
Mstep: Class 21 contains 16821 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 103903 members 
Mstep: Class 26 contains 77402 members 
Mstep: Class 27 contains 15904 members 
Mstep: Class 28 contains 23497 members 
Mstep: Class 29 contains 4669 members 
Mstep: Class 30 contains 11578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181045104.000000 Penalty: 105316.210938
Iteration 82Q: 31 clusters Score -1.810451e+08 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 22067 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 134105 members 
Mstep: Class 6 contains 235773 members 
Mstep: Class 7 contains 82232 members 
Mstep: Class 8 contains 22912 members 
Mstep: Class 9 contains 187305 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 26140 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 31168 members 
Mstep: Class 14 contains 219776 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 4646 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 8136 members 
Mstep: Class 20 contains 96328 members 
Mstep: Class 21 contains 16852 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 104286 members 
Mstep: Class 26 contains 77251 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 23482 members 
Mstep: Class 29 contains 4781 members 
Mstep: Class 30 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181046384.000000 Penalty: 105316.210938
Iteration 83Q: 31 clusters Score -1.810464e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 22158 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 133396 members 
Mstep: Class 6 contains 235594 members 
Mstep: Class 7 contains 82372 members 
Mstep: Class 8 contains 22575 members 
Mstep: Class 9 contains 187254 members 
Mstep: Class 10 contains 15899 members 
Mstep: Class 11 contains 26265 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 31170 members 
Mstep: Class 14 contains 219445 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 4634 members 
Mstep: Class 18 contains 6959 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 96315 members 
Mstep: Class 21 contains 16883 members 
Mstep: Class 22 contains 3678 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 104707 members 
Mstep: Class 26 contains 77104 members 
Mstep: Class 27 contains 16011 members 
Mstep: Class 28 contains 23480 members 
Mstep: Class 29 contains 4869 members 
Mstep: Class 30 contains 11767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181046816.000000 Penalty: 105316.210938
Iteration 84Q: 31 clusters Score -1.810468e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 132789 members 
Mstep: Class 6 contains 235393 members 
Mstep: Class 7 contains 82512 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 187239 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 26404 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 219087 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14119 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 96321 members 
Mstep: Class 21 contains 16906 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 105171 members 
Mstep: Class 26 contains 76963 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 23484 members 
Mstep: Class 29 contains 4929 members 
Mstep: Class 30 contains 11819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047040.000000 Penalty: 105316.210938
Iteration 85Q: 31 clusters Score -1.81047e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 22266 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 132248 members 
Mstep: Class 6 contains 235207 members 
Mstep: Class 7 contains 82645 members 
Mstep: Class 8 contains 21877 members 
Mstep: Class 9 contains 187238 members 
Mstep: Class 10 contains 16940 members 
Mstep: Class 11 contains 26593 members 
Mstep: Class 12 contains 10549 members 
Mstep: Class 13 contains 31152 members 
Mstep: Class 14 contains 218721 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14118 members 
Mstep: Class 17 contains 4640 members 
Mstep: Class 18 contains 6970 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 96321 members 
Mstep: Class 21 contains 16927 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 105608 members 
Mstep: Class 26 contains 76810 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 23482 members 
Mstep: Class 29 contains 5016 members 
Mstep: Class 30 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181047744.000000 Penalty: 105316.210938
Iteration 86Q: 31 clusters Score -1.810477e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 22315 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 131776 members 
Mstep: Class 6 contains 235011 members 
Mstep: Class 7 contains 82792 members 
Mstep: Class 8 contains 21543 members 
Mstep: Class 9 contains 187218 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 26839 members 
Mstep: Class 12 contains 10563 members 
Mstep: Class 13 contains 31147 members 
Mstep: Class 14 contains 218323 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 6972 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 96326 members 
Mstep: Class 21 contains 16956 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 106019 members 
Mstep: Class 26 contains 76662 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 23482 members 
Mstep: Class 29 contains 5095 members 
Mstep: Class 30 contains 11838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048416.000000 Penalty: 105316.210938
Iteration 87Q: 31 clusters Score -1.810484e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 22362 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 131377 members 
Mstep: Class 6 contains 234869 members 
Mstep: Class 7 contains 82929 members 
Mstep: Class 8 contains 21165 members 
Mstep: Class 9 contains 187251 members 
Mstep: Class 10 contains 17720 members 
Mstep: Class 11 contains 27103 members 
Mstep: Class 12 contains 10586 members 
Mstep: Class 13 contains 31137 members 
Mstep: Class 14 contains 217874 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14110 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 96327 members 
Mstep: Class 21 contains 16969 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 106476 members 
Mstep: Class 26 contains 76503 members 
Mstep: Class 27 contains 16186 members 
Mstep: Class 28 contains 23474 members 
Mstep: Class 29 contains 5156 members 
Mstep: Class 30 contains 11826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048816.000000 Penalty: 105316.210938
Iteration 88Q: 31 clusters Score -1.810488e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 131007 members 
Mstep: Class 6 contains 234738 members 
Mstep: Class 7 contains 83074 members 
Mstep: Class 8 contains 20784 members 
Mstep: Class 9 contains 187292 members 
Mstep: Class 10 contains 18057 members 
Mstep: Class 11 contains 27387 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 31123 members 
Mstep: Class 14 contains 217406 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 6978 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 96336 members 
Mstep: Class 21 contains 16983 members 
Mstep: Class 22 contains 3691 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 106956 members 
Mstep: Class 26 contains 76337 members 
Mstep: Class 27 contains 16234 members 
Mstep: Class 28 contains 23466 members 
Mstep: Class 29 contains 5196 members 
Mstep: Class 30 contains 11803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049280.000000 Penalty: 105316.210938
Iteration 89Q: 31 clusters Score -1.810493e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 130689 members 
Mstep: Class 6 contains 234582 members 
Mstep: Class 7 contains 83259 members 
Mstep: Class 8 contains 20398 members 
Mstep: Class 9 contains 187319 members 
Mstep: Class 10 contains 18344 members 
Mstep: Class 11 contains 27695 members 
Mstep: Class 12 contains 10633 members 
Mstep: Class 13 contains 31110 members 
Mstep: Class 14 contains 216961 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14110 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 96341 members 
Mstep: Class 21 contains 16998 members 
Mstep: Class 22 contains 3691 members 
Mstep: Class 23 contains 3414 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 107470 members 
Mstep: Class 26 contains 76187 members 
Mstep: Class 27 contains 16280 members 
Mstep: Class 28 contains 23448 members 
Mstep: Class 29 contains 5224 members 
Mstep: Class 30 contains 11782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181049600.000000 Penalty: 105316.210938
Iteration 90Q: 31 clusters Score -1.810496e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 22415 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 130401 members 
Mstep: Class 6 contains 234444 members 
Mstep: Class 7 contains 83429 members 
Mstep: Class 8 contains 19983 members 
Mstep: Class 9 contains 187359 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 11 contains 28017 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 31085 members 
Mstep: Class 14 contains 216531 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14110 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 6980 members 
Mstep: Class 19 contains 8858 members 
Mstep: Class 20 contains 96350 members 
Mstep: Class 21 contains 17008 members 
Mstep: Class 22 contains 3685 members 
Mstep: Class 23 contains 3422 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 107966 members 
Mstep: Class 26 contains 76031 members 
Mstep: Class 27 contains 16308 members 
Mstep: Class 28 contains 23434 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 11745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050192.000000 Penalty: 105316.210938
Iteration 91Q: 31 clusters Score -1.810502e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 22444 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 130153 members 
Mstep: Class 6 contains 234302 members 
Mstep: Class 7 contains 83579 members 
Mstep: Class 8 contains 19548 members 
Mstep: Class 9 contains 187371 members 
Mstep: Class 10 contains 18876 members 
Mstep: Class 11 contains 28395 members 
Mstep: Class 12 contains 10664 members 
Mstep: Class 13 contains 31057 members 
Mstep: Class 14 contains 216121 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 19 contains 8918 members 
Mstep: Class 20 contains 96350 members 
Mstep: Class 21 contains 17010 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 108466 members 
Mstep: Class 26 contains 75882 members 
Mstep: Class 27 contains 16337 members 
Mstep: Class 28 contains 23425 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 11728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050832.000000 Penalty: 105316.210938
Iteration 92Q: 31 clusters Score -1.810508e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 129952 members 
Mstep: Class 6 contains 234201 members 
Mstep: Class 7 contains 83746 members 
Mstep: Class 8 contains 19135 members 
Mstep: Class 9 contains 187379 members 
Mstep: Class 10 contains 19087 members 
Mstep: Class 11 contains 28726 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 31029 members 
Mstep: Class 14 contains 215697 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 4640 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 8973 members 
Mstep: Class 20 contains 96356 members 
Mstep: Class 21 contains 17007 members 
Mstep: Class 22 contains 3686 members 
Mstep: Class 23 contains 3442 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 108945 members 
Mstep: Class 26 contains 75735 members 
Mstep: Class 27 contains 16376 members 
Mstep: Class 28 contains 23425 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 11710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051008.000000 Penalty: 105316.210938
Iteration 93Q: 31 clusters Score -1.81051e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 22524 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 129759 members 
Mstep: Class 6 contains 234092 members 
Mstep: Class 7 contains 83924 members 
Mstep: Class 8 contains 18751 members 
Mstep: Class 9 contains 187390 members 
Mstep: Class 10 contains 19291 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 31016 members 
Mstep: Class 14 contains 215263 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14110 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 96382 members 
Mstep: Class 21 contains 17005 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 3448 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 109411 members 
Mstep: Class 26 contains 75577 members 
Mstep: Class 27 contains 16412 members 
Mstep: Class 28 contains 23412 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 11696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051840.000000 Penalty: 105316.210938
Iteration 94Q: 31 clusters Score -1.810518e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 129579 members 
Mstep: Class 6 contains 233992 members 
Mstep: Class 7 contains 84098 members 
Mstep: Class 8 contains 18376 members 
Mstep: Class 9 contains 187344 members 
Mstep: Class 10 contains 19482 members 
Mstep: Class 11 contains 29386 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 31007 members 
Mstep: Class 14 contains 214847 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 6993 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 20 contains 96384 members 
Mstep: Class 21 contains 17005 members 
Mstep: Class 22 contains 3685 members 
Mstep: Class 23 contains 3450 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 109890 members 
Mstep: Class 26 contains 75401 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 23406 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181052640.000000 Penalty: 105316.210938
Iteration 95Q: 31 clusters Score -1.810526e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 22585 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 129408 members 
Mstep: Class 6 contains 233902 members 
Mstep: Class 7 contains 84252 members 
Mstep: Class 8 contains 18016 members 
Mstep: Class 9 contains 187330 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 29740 members 
Mstep: Class 12 contains 10753 members 
Mstep: Class 13 contains 30999 members 
Mstep: Class 14 contains 214417 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 6995 members 
Mstep: Class 19 contains 9091 members 
Mstep: Class 20 contains 96379 members 
Mstep: Class 21 contains 17002 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 110370 members 
Mstep: Class 26 contains 75240 members 
Mstep: Class 27 contains 16495 members 
Mstep: Class 28 contains 23406 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 11652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053344.000000 Penalty: 105316.210938
Iteration 96Q: 31 clusters Score -1.810533e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 22607 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 129249 members 
Mstep: Class 6 contains 233793 members 
Mstep: Class 7 contains 84412 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 187282 members 
Mstep: Class 10 contains 19806 members 
Mstep: Class 11 contains 30102 members 
Mstep: Class 12 contains 10777 members 
Mstep: Class 13 contains 30989 members 
Mstep: Class 14 contains 214037 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 19 contains 9116 members 
Mstep: Class 20 contains 96376 members 
Mstep: Class 21 contains 17003 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 3455 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 110881 members 
Mstep: Class 26 contains 75061 members 
Mstep: Class 27 contains 16539 members 
Mstep: Class 28 contains 23394 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 11636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053536.000000 Penalty: 105316.210938
Iteration 97Q: 31 clusters Score -1.810535e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 22639 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 129115 members 
Mstep: Class 6 contains 233700 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 17192 members 
Mstep: Class 9 contains 187236 members 
Mstep: Class 10 contains 19930 members 
Mstep: Class 11 contains 30406 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 30982 members 
Mstep: Class 14 contains 213656 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14113 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 19 contains 9136 members 
Mstep: Class 20 contains 96380 members 
Mstep: Class 21 contains 16994 members 
Mstep: Class 22 contains 3679 members 
Mstep: Class 23 contains 3460 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 111461 members 
Mstep: Class 26 contains 74907 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 23385 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 11611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053904.000000 Penalty: 105316.210938
Iteration 98Q: 31 clusters Score -1.810539e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 22658 members 
Mstep: Class 4 contains 5059 members 
Mstep: Class 5 contains 128989 members 
Mstep: Class 6 contains 233646 members 
Mstep: Class 7 contains 84702 members 
Mstep: Class 8 contains 16772 members 
Mstep: Class 9 contains 187198 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 30702 members 
Mstep: Class 12 contains 10809 members 
Mstep: Class 13 contains 30967 members 
Mstep: Class 14 contains 213246 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 18 contains 7004 members 
Mstep: Class 19 contains 9160 members 
Mstep: Class 20 contains 96383 members 
Mstep: Class 21 contains 16985 members 
Mstep: Class 22 contains 3678 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 112067 members 
Mstep: Class 26 contains 74767 members 
Mstep: Class 27 contains 16602 members 
Mstep: Class 28 contains 23362 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054816.000000 Penalty: 105316.210938
Iteration 99Q: 31 clusters Score -1.810548e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 128878 members 
Mstep: Class 6 contains 233591 members 
Mstep: Class 7 contains 84848 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 187088 members 
Mstep: Class 10 contains 20183 members 
Mstep: Class 11 contains 31052 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 30952 members 
Mstep: Class 14 contains 212802 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14113 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 96403 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 3677 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 112690 members 
Mstep: Class 26 contains 74630 members 
Mstep: Class 27 contains 16617 members 
Mstep: Class 28 contains 23338 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 11568 members 
Entering Unmasked Estep 
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Score: -181055328.000000 Penalty: 105316.210938
Iteration 100F: 31 clusters Score -1.810553e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11168 members 
Mstep: Class 3 contains 22701 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 128795 members 
Mstep: Class 6 contains 233554 members 
Mstep: Class 7 contains 84976 members 
Mstep: Class 8 contains 15936 members 
Mstep: Class 9 contains 186934 members 
Mstep: Class 10 contains 20287 members 
Mstep: Class 11 contains 31500 members 
Mstep: Class 12 contains 10842 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 212311 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4610 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 9211 members 
Mstep: Class 20 contains 96409 members 
Mstep: Class 21 contains 16978 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 3487 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 113313 members 
Mstep: Class 26 contains 74489 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 23310 members 
Mstep: Class 29 contains 5283 members 
Mstep: Class 30 contains 11552 members 
Entering Unmasked Estep 
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Score: -181055728.000000 Penalty: 105316.210938
Iteration 101Q: 31 clusters Score -1.810557e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 11141 members 
Mstep: Class 3 contains 22711 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 128718 members 
Mstep: Class 6 contains 233499 members 
Mstep: Class 7 contains 85108 members 
Mstep: Class 8 contains 15534 members 
Mstep: Class 9 contains 186788 members 
Mstep: Class 10 contains 20379 members 
Mstep: Class 11 contains 31995 members 
Mstep: Class 12 contains 10862 members 
Mstep: Class 13 contains 30923 members 
Mstep: Class 14 contains 211840 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 9228 members 
Mstep: Class 20 contains 96398 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 3679 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 113892 members 
Mstep: Class 26 contains 74340 members 
Mstep: Class 27 contains 16658 members 
Mstep: Class 28 contains 23286 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 11537 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -1.810567e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 22708 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 128648 members 
Mstep: Class 6 contains 233440 members 
Mstep: Class 7 contains 85231 members 
Mstep: Class 8 contains 15117 members 
Mstep: Class 9 contains 186667 members 
Mstep: Class 10 contains 20455 members 
Mstep: Class 11 contains 32511 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 30905 members 
Mstep: Class 14 contains 211333 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 9241 members 
Mstep: Class 20 contains 96407 members 
Mstep: Class 21 contains 16982 members 
Mstep: Class 22 contains 3681 members 
Mstep: Class 23 contains 3503 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 114465 members 
Mstep: Class 26 contains 74190 members 
Mstep: Class 27 contains 16683 members 
Mstep: Class 28 contains 23273 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 11536 members 
Entering Unmasked Estep 
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Score: -181056800.000000 Penalty: 105316.210938
Iteration 103Q: 31 clusters Score -1.810568e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 22713 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 128583 members 
Mstep: Class 6 contains 233364 members 
Mstep: Class 7 contains 85352 members 
Mstep: Class 8 contains 14686 members 
Mstep: Class 9 contains 186551 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 33030 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 30894 members 
Mstep: Class 14 contains 210789 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 4602 members 
Mstep: Class 18 contains 7031 members 
Mstep: Class 19 contains 9251 members 
Mstep: Class 20 contains 96415 members 
Mstep: Class 21 contains 16983 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 3512 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 115070 members 
Mstep: Class 26 contains 74061 members 
Mstep: Class 27 contains 16709 members 
Mstep: Class 28 contains 23266 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181057168.000000 Penalty: 105316.210938
Iteration 104Q: 31 clusters Score -1.810572e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 22717 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 128496 members 
Mstep: Class 6 contains 233290 members 
Mstep: Class 7 contains 85482 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 186457 members 
Mstep: Class 10 contains 20616 members 
Mstep: Class 11 contains 33572 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 30883 members 
Mstep: Class 14 contains 210171 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 96435 members 
Mstep: Class 21 contains 16985 members 
Mstep: Class 22 contains 3673 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 115680 members 
Mstep: Class 26 contains 73936 members 
Mstep: Class 27 contains 16737 members 
Mstep: Class 28 contains 23274 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181058144.000000 Penalty: 105316.210938
Iteration 105Q: 31 clusters Score -1.810581e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11086 members 
Mstep: Class 3 contains 22719 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 128419 members 
Mstep: Class 6 contains 233181 members 
Mstep: Class 7 contains 85601 members 
Mstep: Class 8 contains 13840 members 
Mstep: Class 9 contains 186342 members 
Mstep: Class 10 contains 20690 members 
Mstep: Class 11 contains 34156 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 30878 members 
Mstep: Class 14 contains 209550 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 7036 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 96438 members 
Mstep: Class 21 contains 16983 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 3520 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 116349 members 
Mstep: Class 26 contains 73810 members 
Mstep: Class 27 contains 16770 members 
Mstep: Class 28 contains 23271 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 11515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181058464.000000 Penalty: 105316.210938
Iteration 106Q: 31 clusters Score -1.810585e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11059 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 128352 members 
Mstep: Class 6 contains 233041 members 
Mstep: Class 7 contains 85727 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 186250 members 
Mstep: Class 10 contains 20756 members 
Mstep: Class 11 contains 34749 members 
Mstep: Class 12 contains 10937 members 
Mstep: Class 13 contains 30875 members 
Mstep: Class 14 contains 208871 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 9297 members 
Mstep: Class 20 contains 96440 members 
Mstep: Class 21 contains 16982 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 117041 members 
Mstep: Class 26 contains 73690 members 
Mstep: Class 27 contains 16814 members 
Mstep: Class 28 contains 23283 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181058720.000000 Penalty: 105316.210938
Iteration 107Q: 31 clusters Score -1.810587e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11036 members 
Mstep: Class 3 contains 22745 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 128295 members 
Mstep: Class 6 contains 232919 members 
Mstep: Class 7 contains 85846 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 186125 members 
Mstep: Class 10 contains 20811 members 
Mstep: Class 11 contains 35308 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 30861 members 
Mstep: Class 14 contains 208221 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4556 members 
Mstep: Class 18 contains 7047 members 
Mstep: Class 19 contains 9317 members 
Mstep: Class 20 contains 96433 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 3525 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 117710 members 
Mstep: Class 26 contains 73562 members 
Mstep: Class 27 contains 16865 members 
Mstep: Class 28 contains 23308 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 11500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181059024.000000 Penalty: 105316.210938
Iteration 108Q: 31 clusters Score -1.81059e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 22757 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 128252 members 
Mstep: Class 6 contains 232795 members 
Mstep: Class 7 contains 85945 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 185972 members 
Mstep: Class 10 contains 20857 members 
Mstep: Class 11 contains 35905 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 30849 members 
Mstep: Class 14 contains 207574 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 7055 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 96455 members 
Mstep: Class 21 contains 16978 members 
Mstep: Class 22 contains 3662 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 118315 members 
Mstep: Class 26 contains 73448 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 23318 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 11489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181059312.000000 Penalty: 105316.210938
Iteration 109Q: 31 clusters Score -1.810593e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11001 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 128217 members 
Mstep: Class 6 contains 232682 members 
Mstep: Class 7 contains 86051 members 
Mstep: Class 8 contains 12248 members 
Mstep: Class 9 contains 185810 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 36503 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 30841 members 
Mstep: Class 14 contains 206981 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 19 contains 9350 members 
Mstep: Class 20 contains 96446 members 
Mstep: Class 21 contains 16970 members 
Mstep: Class 22 contains 3660 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 118915 members 
Mstep: Class 26 contains 73344 members 
Mstep: Class 27 contains 16942 members 
Mstep: Class 28 contains 23333 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 11468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181059888.000000 Penalty: 105316.210938
Iteration 110Q: 31 clusters Score -1.810599e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 22763 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 5 contains 128179 members 
Mstep: Class 6 contains 232591 members 
Mstep: Class 7 contains 86146 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 185622 members 
Mstep: Class 10 contains 20937 members 
Mstep: Class 11 contains 37179 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 30825 members 
Mstep: Class 14 contains 206331 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14110 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 19 contains 9372 members 
Mstep: Class 20 contains 96439 members 
Mstep: Class 21 contains 16957 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 3546 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 119524 members 
Mstep: Class 26 contains 73235 members 
Mstep: Class 27 contains 16978 members 
Mstep: Class 28 contains 23340 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 11454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181060640.000000 Penalty: 105316.210938
Iteration 111Q: 31 clusters Score -1.810606e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10960 members 
Mstep: Class 3 contains 22776 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 5 contains 128143 members 
Mstep: Class 6 contains 232522 members 
Mstep: Class 7 contains 86248 members 
Mstep: Class 8 contains 11532 members 
Mstep: Class 9 contains 185458 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 37882 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 30800 members 
Mstep: Class 14 contains 205626 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 7068 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 96435 members 
Mstep: Class 21 contains 16954 members 
Mstep: Class 22 contains 3640 members 
Mstep: Class 23 contains 3555 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 120098 members 
Mstep: Class 26 contains 73121 members 
Mstep: Class 27 contains 17005 members 
Mstep: Class 28 contains 23354 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181061424.000000 Penalty: 105316.210938
Iteration 112Q: 31 clusters Score -1.810614e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10952 members 
Mstep: Class 3 contains 22776 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 128115 members 
Mstep: Class 6 contains 232457 members 
Mstep: Class 7 contains 86353 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 185296 members 
Mstep: Class 10 contains 21001 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 11023 members 
Mstep: Class 13 contains 30778 members 
Mstep: Class 14 contains 204886 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 96411 members 
Mstep: Class 21 contains 16953 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 3562 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 120684 members 
Mstep: Class 26 contains 73006 members 
Mstep: Class 27 contains 17035 members 
Mstep: Class 28 contains 23359 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 11413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181061888.000000 Penalty: 105316.210938
Iteration 113Q: 31 clusters Score -1.810619e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 22789 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 128101 members 
Mstep: Class 6 contains 232385 members 
Mstep: Class 7 contains 86453 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 185123 members 
Mstep: Class 10 contains 21020 members 
Mstep: Class 11 contains 39279 members 
Mstep: Class 12 contains 11024 members 
Mstep: Class 13 contains 30749 members 
Mstep: Class 14 contains 204126 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 96399 members 
Mstep: Class 21 contains 16957 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 3573 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 121301 members 
Mstep: Class 26 contains 72894 members 
Mstep: Class 27 contains 17070 members 
Mstep: Class 28 contains 23357 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 11390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181062608.000000 Penalty: 105316.210938
Iteration 114Q: 31 clusters Score -1.810626e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 10914 members 
Mstep: Class 3 contains 22797 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 128082 members 
Mstep: Class 6 contains 232324 members 
Mstep: Class 7 contains 86544 members 
Mstep: Class 8 contains 10659 members 
Mstep: Class 9 contains 184937 members 
Mstep: Class 10 contains 21043 members 
Mstep: Class 11 contains 39974 members 
Mstep: Class 12 contains 11032 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 203356 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 4511 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 96410 members 
Mstep: Class 21 contains 16952 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 3584 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 121879 members 
Mstep: Class 26 contains 72777 members 
Mstep: Class 27 contains 17101 members 
Mstep: Class 28 contains 23383 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 11365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181063088.000000 Penalty: 105316.210938
Iteration 115Q: 31 clusters Score -1.810631e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10883 members 
Mstep: Class 3 contains 22809 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 128063 members 
Mstep: Class 6 contains 232259 members 
Mstep: Class 7 contains 86631 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 184762 members 
Mstep: Class 10 contains 21057 members 
Mstep: Class 11 contains 40611 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 30711 members 
Mstep: Class 14 contains 202602 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 4505 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 96411 members 
Mstep: Class 21 contains 16946 members 
Mstep: Class 22 contains 3606 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 122456 members 
Mstep: Class 26 contains 72680 members 
Mstep: Class 27 contains 17138 members 
Mstep: Class 28 contains 23383 members 
Mstep: Class 29 contains 5251 members 
Mstep: Class 30 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181063376.000000 Penalty: 105316.210938
Iteration 116Q: 31 clusters Score -1.810634e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10859 members 
Mstep: Class 3 contains 22818 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 128046 members 
Mstep: Class 6 contains 232194 members 
Mstep: Class 7 contains 86713 members 
Mstep: Class 8 contains 10239 members 
Mstep: Class 9 contains 184564 members 
Mstep: Class 10 contains 21071 members 
Mstep: Class 11 contains 41274 members 
Mstep: Class 12 contains 11051 members 
Mstep: Class 13 contains 30698 members 
Mstep: Class 14 contains 201823 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 96412 members 
Mstep: Class 21 contains 16944 members 
Mstep: Class 22 contains 3602 members 
Mstep: Class 23 contains 3600 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 123050 members 
Mstep: Class 26 contains 72588 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 23369 members 
Mstep: Class 29 contains 5248 members 
Mstep: Class 30 contains 11325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064368.000000 Penalty: 105316.210938
Iteration 117Q: 31 clusters Score -1.810644e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10832 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 128026 members 
Mstep: Class 6 contains 232093 members 
Mstep: Class 7 contains 86791 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 184384 members 
Mstep: Class 10 contains 21093 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 12 contains 11061 members 
Mstep: Class 13 contains 30685 members 
Mstep: Class 14 contains 201068 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 9475 members 
Mstep: Class 20 contains 96410 members 
Mstep: Class 21 contains 16935 members 
Mstep: Class 22 contains 3595 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 123587 members 
Mstep: Class 26 contains 72507 members 
Mstep: Class 27 contains 17200 members 
Mstep: Class 28 contains 23367 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 11309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064848.000000 Penalty: 105316.210938
Iteration 118Q: 31 clusters Score -1.810648e+08 nChanged 2290
Entering ConstructFrom: 
Score: -181064848.000000 Penalty: 105316.210938
Entering ConstructFrom: 
Trying to split cluster 1 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -869287.062500 Penalty: 2205.469727
	Iteration 0F: 2 clusters Score -869287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -863379.312500 Penalty: 4410.939453
	Iteration 0F: 3 clusters Score -863379.3 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -865500.062500 Penalty: 4410.939453
	Iteration 1F: 3 clusters Score -865500.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -866096.875000 Penalty: 4410.939453
	Iteration 2F: 3 clusters Score -866096.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -866458.000000 Penalty: 4410.939453
	Iteration 3F: 3 clusters Score -866458 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -866736.875000 Penalty: 4410.939453
	Iteration 4F: 3 clusters Score -866736.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -866931.562500 Penalty: 4410.939453
	Iteration 5Q: 3 clusters Score -866931.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -867079.875000 Penalty: 4410.939453
	Iteration 6Q: 3 clusters Score -867079.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -867218.562500 Penalty: 4410.939453
	Iteration 7Q: 3 clusters Score -867218.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -867342.625000 Penalty: 4410.939453
	Iteration 8Q: 3 clusters Score -867342.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -867443.000000 Penalty: 4410.939453
	Iteration 9Q: 3 clusters Score -867443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -867516.750000 Penalty: 4410.939453
	Iteration 10Q: 3 clusters Score -867516.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -867576.937500 Penalty: 4410.939453
	Iteration 11Q: 3 clusters Score -867576.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -867619.937500 Penalty: 4410.939453
	Iteration 12Q: 3 clusters Score -867619.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -867657.000000 Penalty: 4410.939453
	Iteration 13Q: 3 clusters Score -867657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -867695.000000 Penalty: 4410.939453
	Iteration 14Q: 3 clusters Score -867695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -867729.187500 Penalty: 4410.939453
	Iteration 15Q: 3 clusters Score -867729.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -867760.687500 Penalty: 4410.939453
	Iteration 16Q: 3 clusters Score -867760.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -867785.375000 Penalty: 4410.939453
	Iteration 17Q: 3 clusters Score -867785.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -867816.812500 Penalty: 4410.939453
	Iteration 18Q: 3 clusters Score -867816.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -867847.250000 Penalty: 4410.939453
	Iteration 19Q: 3 clusters Score -867847.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -867867.875000 Penalty: 4410.939453
	Iteration 20F: 3 clusters Score -867867.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -867894.500000 Penalty: 4410.939453
	Iteration 21Q: 3 clusters Score -867894.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -867922.375000 Penalty: 4410.939453
	Iteration 22Q: 3 clusters Score -867922.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -867939.812500 Penalty: 4410.939453
	Iteration 23Q: 3 clusters Score -867939.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -867950.375000 Penalty: 4410.939453
	Iteration 24Q: 3 clusters Score -867950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -867959.875000 Penalty: 4410.939453
	Iteration 25Q: 3 clusters Score -867959.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -867966.187500 Penalty: 4410.939453
	Iteration 26Q: 3 clusters Score -867966.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -867977.062500 Penalty: 4410.939453
	Iteration 27Q: 3 clusters Score -867977.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -867984.625000 Penalty: 4410.939453
	Iteration 28Q: 3 clusters Score -867984.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -867993.937500 Penalty: 4410.939453
	Iteration 29Q: 3 clusters Score -867993.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -868004.000000 Penalty: 4410.939453
	Iteration 30Q: 3 clusters Score -868004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -868013.062500 Penalty: 4410.939453
	Iteration 31Q: 3 clusters Score -868013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -868024.687500 Penalty: 4410.939453
	Iteration 32Q: 3 clusters Score -868024.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -868036.562500 Penalty: 4410.939453
	Iteration 33Q: 3 clusters Score -868036.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -868044.187500 Penalty: 4410.939453
	Iteration 34Q: 3 clusters Score -868044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -868048.375000 Penalty: 4410.939453
	Iteration 35Q: 3 clusters Score -868048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -868051.375000 Penalty: 4410.939453
	Iteration 36Q: 3 clusters Score -868051.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -868053.375000 Penalty: 4410.939453
	Iteration 37Q: 3 clusters Score -868053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -868059.437500 Penalty: 4410.939453
	Iteration 38Q: 3 clusters Score -868059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -868062.687500 Penalty: 4410.939453
	Iteration 39Q: 3 clusters Score -868062.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -868063.625000 Penalty: 4410.939453
	Iteration 40F: 3 clusters Score -868063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -868066.187500 Penalty: 4410.939453
	Iteration 41Q: 3 clusters Score -868066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -868067.375000 Penalty: 4410.939453
	Iteration 42Q: 3 clusters Score -868067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -868068.875000 Penalty: 4410.939453
	Iteration 43Q: 3 clusters Score -868068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -868067.000000 Penalty: 4410.939453
	Iteration 44Q: 3 clusters Score -868067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -868067.187500 Penalty: 4410.939453
	Iteration 45Q: 3 clusters Score -868067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -868067.937500 Penalty: 4410.939453
	Iteration 46Q: 3 clusters Score -868067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -868067.937500 Penalty: 4410.939453
	Iteration 47F: 3 clusters Score -868067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1328561.500000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1328562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1320398.000000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1320398 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1323036.375000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1323036 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1323598.125000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1323598 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1324243.875000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1324244 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1324985.750000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1324986 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1325784.125000 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1325784 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1326538.625000 Penalty: 4607.373047
	Iteration 6F: 3 clusters Score -1326539 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1327067.625000 Penalty: 4607.373047
	Iteration 7F: 3 clusters Score -1327068 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1327381.625000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1327382 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1327568.500000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1327568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1327690.250000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1327690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1327789.500000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1327790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1327864.875000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1327865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1327912.375000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1327912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1327946.500000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1327946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1327974.000000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1327974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1327990.375000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1327990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1328003.750000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1328004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1328017.125000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1328017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1328022.875000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1328023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1328032.625000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1328033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1328040.875000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1328041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1328044.750000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1328045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1328051.125000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1328051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1328051.500000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1328052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1328054.625000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1328055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1328062.125000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1328062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1328059.875000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1328060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1328063.625000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1328064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1328067.000000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1328067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1328067.875000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1328068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1328068.000000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1328068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1328067.875000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1328068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1328067.875000 Penalty: 4607.373047
	Iteration 33F: 3 clusters Score -1328068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Entering Unmasked Estep 
Score: -3077707.750000 Penalty: 2488.592529
	Iteration 0F: 2 clusters Score -3077708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3061923.500000 Penalty: 4977.185059
	Iteration 0F: 3 clusters Score -3061924 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3067135.500000 Penalty: 4977.185059
	Iteration 1F: 3 clusters Score -3067136 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3067546.000000 Penalty: 4977.185059
	Iteration 2Q: 3 clusters Score -3067546 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3067929.750000 Penalty: 4977.185059
	Iteration 3Q: 3 clusters Score -3067930 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3068287.250000 Penalty: 4977.185059
	Iteration 4Q: 3 clusters Score -3068287 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3068655.750000 Penalty: 4977.185059
	Iteration 5Q: 3 clusters Score -3068656 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3069008.750000 Penalty: 4977.185059
	Iteration 6Q: 3 clusters Score -3069009 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3069366.500000 Penalty: 4977.185059
	Iteration 7Q: 3 clusters Score -3069366 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3069755.500000 Penalty: 4977.185059
	Iteration 8Q: 3 clusters Score -3069756 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3070198.250000 Penalty: 4977.185059
	Iteration 9Q: 3 clusters Score -3070198 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3070785.000000 Penalty: 4977.185059
	Iteration 10Q: 3 clusters Score -3070785 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3071432.250000 Penalty: 4977.185059
	Iteration 11Q: 3 clusters Score -3071432 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3072066.250000 Penalty: 4977.185059
	Iteration 12Q: 3 clusters Score -3072066 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3072574.750000 Penalty: 4977.185059
	Iteration 13Q: 3 clusters Score -3072575 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3072979.500000 Penalty: 4977.185059
	Iteration 14Q: 3 clusters Score -3072980 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3073316.750000 Penalty: 4977.185059
	Iteration 15Q: 3 clusters Score -3073317 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3073569.750000 Penalty: 4977.185059
	Iteration 16Q: 3 clusters Score -3073570 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3073766.250000 Penalty: 4977.185059
	Iteration 17Q: 3 clusters Score -3073766 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3073921.750000 Penalty: 4977.185059
	Iteration 18Q: 3 clusters Score -3073922 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3074060.750000 Penalty: 4977.185059
	Iteration 19Q: 3 clusters Score -3074061 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3074192.500000 Penalty: 4977.185059
	Iteration 20F: 3 clusters Score -3074192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3074287.750000 Penalty: 4977.185059
	Iteration 21Q: 3 clusters Score -3074288 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3074399.250000 Penalty: 4977.185059
	Iteration 22Q: 3 clusters Score -3074399 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3074523.500000 Penalty: 4977.185059
	Iteration 23Q: 3 clusters Score -3074524 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3074618.000000 Penalty: 4977.185059
	Iteration 24Q: 3 clusters Score -3074618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3074729.500000 Penalty: 4977.185059
	Iteration 25Q: 3 clusters Score -3074730 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3074847.250000 Penalty: 4977.185059
	Iteration 26Q: 3 clusters Score -3074847 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3074958.000000 Penalty: 4977.185059
	Iteration 27Q: 3 clusters Score -3074958 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3075061.750000 Penalty: 4977.185059
	Iteration 28Q: 3 clusters Score -3075062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3075147.500000 Penalty: 4977.185059
	Iteration 29Q: 3 clusters Score -3075148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3075251.500000 Penalty: 4977.185059
	Iteration 30Q: 3 clusters Score -3075252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3075311.000000 Penalty: 4977.185059
	Iteration 31Q: 3 clusters Score -3075311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3075386.250000 Penalty: 4977.185059
	Iteration 32Q: 3 clusters Score -3075386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3075422.000000 Penalty: 4977.185059
	Iteration 33Q: 3 clusters Score -3075422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3075457.250000 Penalty: 4977.185059
	Iteration 34Q: 3 clusters Score -3075457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3075491.250000 Penalty: 4977.185059
	Iteration 35Q: 3 clusters Score -3075491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3075513.250000 Penalty: 4977.185059
	Iteration 36Q: 3 clusters Score -3075513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3075537.000000 Penalty: 4977.185059
	Iteration 37Q: 3 clusters Score -3075537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3075571.750000 Penalty: 4977.185059
	Iteration 38Q: 3 clusters Score -3075572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3075592.750000 Penalty: 4977.185059
	Iteration 39Q: 3 clusters Score -3075593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3075613.500000 Penalty: 4977.185059
	Iteration 40F: 3 clusters Score -3075614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3075639.250000 Penalty: 4977.185059
	Iteration 41Q: 3 clusters Score -3075639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3075650.750000 Penalty: 4977.185059
	Iteration 42Q: 3 clusters Score -3075651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3075663.750000 Penalty: 4977.185059
	Iteration 43Q: 3 clusters Score -3075664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3075671.750000 Penalty: 4977.185059
	Iteration 44Q: 3 clusters Score -3075672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3075677.750000 Penalty: 4977.185059
	Iteration 45Q: 3 clusters Score -3075678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3075682.000000 Penalty: 4977.185059
	Iteration 46Q: 3 clusters Score -3075682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3075687.000000 Penalty: 4977.185059
	Iteration 47Q: 3 clusters Score -3075687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3075694.000000 Penalty: 4977.185059
	Iteration 48Q: 3 clusters Score -3075694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3075691.750000 Penalty: 4977.185059
	Iteration 49Q: 3 clusters Score -3075692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3075694.500000 Penalty: 4977.185059
	Iteration 50Q: 3 clusters Score -3075694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3075697.750000 Penalty: 4977.185059
	Iteration 51Q: 3 clusters Score -3075698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3075703.750000 Penalty: 4977.185059
	Iteration 52Q: 3 clusters Score -3075704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3075707.750000 Penalty: 4977.185059
	Iteration 53Q: 3 clusters Score -3075708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3075708.250000 Penalty: 4977.185059
	Iteration 54Q: 3 clusters Score -3075708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3075708.250000 Penalty: 4977.185059
	Iteration 55Q: 3 clusters Score -3075708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3075713.000000 Penalty: 4977.185059
	Iteration 56Q: 3 clusters Score -3075713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3075711.000000 Penalty: 4977.185059
	Iteration 57Q: 3 clusters Score -3075711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3075714.750000 Penalty: 4977.185059
	Iteration 58Q: 3 clusters Score -3075715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3075712.250000 Penalty: 4977.185059
	Iteration 59Q: 3 clusters Score -3075712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3075716.000000 Penalty: 4977.185059
	Iteration 60F: 3 clusters Score -3075716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3075715.250000 Penalty: 4977.185059
	Iteration 61Q: 3 clusters Score -3075715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3075715.250000 Penalty: 4977.185059
	Iteration 62F: 3 clusters Score -3075715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -634396.875000 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -634396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -629839.500000 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -629839.5 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -630920.937500 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -630920.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -631151.437500 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -631151.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -631290.687500 Penalty: 4233.181641
	Iteration 3Q: 3 clusters Score -631290.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -631390.500000 Penalty: 4233.181641
	Iteration 4Q: 3 clusters Score -631390.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -631462.750000 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -631462.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -631523.937500 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -631523.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -631577.625000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -631577.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -631629.125000 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -631629.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -631675.687500 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -631675.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -631721.375000 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -631721.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -631765.500000 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -631765.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -631811.937500 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -631811.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -631846.312500 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -631846.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -631878.687500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -631878.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -631908.562500 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -631908.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -631933.125000 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -631933.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -631962.062500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -631962.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -631996.812500 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -631996.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -632028.750000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -632028.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -632060.125000 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -632060.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -632091.875000 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -632091.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -632133.625000 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -632133.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -632176.125000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -632176.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -632210.187500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -632210.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -632249.250000 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -632249.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -632286.187500 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -632286.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -632315.125000 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -632315.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -632339.562500 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -632339.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -632356.000000 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -632356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -632374.500000 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -632374.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -632391.875000 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -632391.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -632409.937500 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -632409.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -632426.000000 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -632426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -632442.812500 Penalty: 4233.181641
	Iteration 34Q: 3 clusters Score -632442.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -632460.187500 Penalty: 4233.181641
	Iteration 35Q: 3 clusters Score -632460.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -632482.812500 Penalty: 4233.181641
	Iteration 36Q: 3 clusters Score -632482.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -632506.312500 Penalty: 4233.181641
	Iteration 37Q: 3 clusters Score -632506.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -632531.750000 Penalty: 4233.181641
	Iteration 38Q: 3 clusters Score -632531.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -632561.875000 Penalty: 4233.181641
	Iteration 39Q: 3 clusters Score -632561.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -632590.687500 Penalty: 4233.181641
	Iteration 40F: 3 clusters Score -632590.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -632621.562500 Penalty: 4233.181641
	Iteration 41Q: 3 clusters Score -632621.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -632649.750000 Penalty: 4233.181641
	Iteration 42Q: 3 clusters Score -632649.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -632670.687500 Penalty: 4233.181641
	Iteration 43Q: 3 clusters Score -632670.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -632694.812500 Penalty: 4233.181641
	Iteration 44Q: 3 clusters Score -632694.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -632707.750000 Penalty: 4233.181641
	Iteration 45Q: 3 clusters Score -632707.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -632720.500000 Penalty: 4233.181641
	Iteration 46Q: 3 clusters Score -632720.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -632734.937500 Penalty: 4233.181641
	Iteration 47Q: 3 clusters Score -632734.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -632745.187500 Penalty: 4233.181641
	Iteration 48Q: 3 clusters Score -632745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -632751.187500 Penalty: 4233.181641
	Iteration 49Q: 3 clusters Score -632751.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -632757.437500 Penalty: 4233.181641
	Iteration 50Q: 3 clusters Score -632757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -632761.562500 Penalty: 4233.181641
	Iteration 51Q: 3 clusters Score -632761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -632767.250000 Penalty: 4233.181641
	Iteration 52Q: 3 clusters Score -632767.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -632771.687500 Penalty: 4233.181641
	Iteration 53Q: 3 clusters Score -632771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -632772.875000 Penalty: 4233.181641
	Iteration 54Q: 3 clusters Score -632772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -632776.437500 Penalty: 4233.181641
	Iteration 55Q: 3 clusters Score -632776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -632776.687500 Penalty: 4233.181641
	Iteration 56Q: 3 clusters Score -632776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -632779.937500 Penalty: 4233.181641
	Iteration 57Q: 3 clusters Score -632779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -632781.187500 Penalty: 4233.181641
	Iteration 58Q: 3 clusters Score -632781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -632781.937500 Penalty: 4233.181641
	Iteration 59Q: 3 clusters Score -632781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -632783.437500 Penalty: 4233.181641
	Iteration 60F: 3 clusters Score -632783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -632783.500000 Penalty: 4233.181641
	Iteration 61Q: 3 clusters Score -632783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -632784.250000 Penalty: 4233.181641
	Iteration 62Q: 3 clusters Score -632784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -632784.750000 Penalty: 4233.181641
	Iteration 63Q: 3 clusters Score -632784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -632784.750000 Penalty: 4233.181641
	Iteration 64F: 3 clusters Score -632784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (128003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128003 members 
Entering Unmasked Estep 
Score: -16834918.000000 Penalty: 2916.432617
	Iteration 0F: 2 clusters Score -1.683492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -16750056.000000 Penalty: 5832.865234
	Iteration 0F: 3 clusters Score -1.675006e+07 nChanged 60731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -16784954.000000 Penalty: 5832.865234
	Iteration 1F: 3 clusters Score -1.678495e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -16786042.000000 Penalty: 5832.865234
	Iteration 2Q: 3 clusters Score -1.678604e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -16787628.000000 Penalty: 5832.865234
	Iteration 3Q: 3 clusters Score -1.678763e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -16789762.000000 Penalty: 5832.865234
	Iteration 4Q: 3 clusters Score -1.678976e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -16792980.000000 Penalty: 5832.865234
	Iteration 5F: 3 clusters Score -1.679298e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -16797530.000000 Penalty: 5832.865234
	Iteration 6F: 3 clusters Score -1.679753e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -16803034.000000 Penalty: 5832.865234
	Iteration 7F: 3 clusters Score -1.680303e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -16808944.000000 Penalty: 5832.865234
	Iteration 8F: 3 clusters Score -1.680894e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -16814748.000000 Penalty: 5832.865234
	Iteration 9F: 3 clusters Score -1.681475e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -16819818.000000 Penalty: 5832.865234
	Iteration 10F: 3 clusters Score -1.681982e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -16824066.000000 Penalty: 5832.865234
	Iteration 11Q: 3 clusters Score -1.682407e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
Score: -16827466.000000 Penalty: 5832.865234
	Iteration 12Q: 3 clusters Score -1.682747e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -16829568.000000 Penalty: 5832.865234
	Iteration 13Q: 3 clusters Score -1.682957e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -16830800.000000 Penalty: 5832.865234
	Iteration 14Q: 3 clusters Score -1.68308e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -16831412.000000 Penalty: 5832.865234
	Iteration 15Q: 3 clusters Score -1.683141e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -16831744.000000 Penalty: 5832.865234
	Iteration 16Q: 3 clusters Score -1.683174e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 127004 members 
Entering Unmasked Estep 
Score: -16831912.000000 Penalty: 5832.865234
	Iteration 17Q: 3 clusters Score -1.683191e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -16832040.000000 Penalty: 5832.865234
	Iteration 18Q: 3 clusters Score -1.683204e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -16832120.000000 Penalty: 5832.865234
	Iteration 19Q: 3 clusters Score -1.683212e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -16832178.000000 Penalty: 5832.865234
	Iteration 20F: 3 clusters Score -1.683218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -16832212.000000 Penalty: 5832.865234
	Iteration 21Q: 3 clusters Score -1.683221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -16832226.000000 Penalty: 5832.865234
	Iteration 22Q: 3 clusters Score -1.683223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 127368 members 
Entering Unmasked Estep 
Score: -16832254.000000 Penalty: 5832.865234
	Iteration 23Q: 3 clusters Score -1.683225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -16832262.000000 Penalty: 5832.865234
	Iteration 24Q: 3 clusters Score -1.683226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -16832270.000000 Penalty: 5832.865234
	Iteration 25Q: 3 clusters Score -1.683227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -16832288.000000 Penalty: 5832.865234
	Iteration 26Q: 3 clusters Score -1.683229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -16832290.000000 Penalty: 5832.865234
	Iteration 27Q: 3 clusters Score -1.683229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -16832298.000000 Penalty: 5832.865234
	Iteration 28Q: 3 clusters Score -1.68323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 127443 members 
Entering Unmasked Estep 
Score: -16832310.000000 Penalty: 5832.865234
	Iteration 29Q: 3 clusters Score -1.683231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -16832328.000000 Penalty: 5832.865234
	Iteration 30Q: 3 clusters Score -1.683233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -16832336.000000 Penalty: 5832.865234
	Iteration 31Q: 3 clusters Score -1.683234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 127454 members 
Entering Unmasked Estep 
Score: -16832346.000000 Penalty: 5832.865234
	Iteration 32Q: 3 clusters Score -1.683235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 127458 members 
Entering Unmasked Estep 
Score: -16832342.000000 Penalty: 5832.865234
	Iteration 33Q: 3 clusters Score -1.683234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 127459 members 
Entering Unmasked Estep 
Score: -16832362.000000 Penalty: 5832.865234
	Iteration 34Q: 3 clusters Score -1.683236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -16832374.000000 Penalty: 5832.865234
	Iteration 35Q: 3 clusters Score -1.683237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 127466 members 
Entering Unmasked Estep 
Score: -16832366.000000 Penalty: 5832.865234
	Iteration 36Q: 3 clusters Score -1.683237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -16832372.000000 Penalty: 5832.865234
	Iteration 37Q: 3 clusters Score -1.683237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -16832374.000000 Penalty: 5832.865234
	Iteration 38Q: 3 clusters Score -1.683237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -16832376.000000 Penalty: 5832.865234
	Iteration 39Q: 3 clusters Score -1.683238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 127479 members 
Entering Unmasked Estep 
Score: -16832378.000000 Penalty: 5832.865234
	Iteration 40F: 3 clusters Score -1.683238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -16832388.000000 Penalty: 5832.865234
	Iteration 41Q: 3 clusters Score -1.683239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -16832390.000000 Penalty: 5832.865234
	Iteration 42Q: 3 clusters Score -1.683239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -16832386.000000 Penalty: 5832.865234
	Iteration 43Q: 3 clusters Score -1.683239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -16832384.000000 Penalty: 5832.865234
	Iteration 44Q: 3 clusters Score -1.683238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -16832384.000000 Penalty: 5832.865234
	Iteration 45F: 3 clusters Score -1.683238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (231983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231983 members 
Entering Unmasked Estep 
Score: -31027280.000000 Penalty: 3063.895996
	Iteration 0F: 2 clusters Score -3.102728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -30888836.000000 Penalty: 6127.791992
	Iteration 0F: 3 clusters Score -3.088884e+07 nChanged 112068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -30955206.000000 Penalty: 6127.791992
	Iteration 1F: 3 clusters Score -3.095521e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -30956606.000000 Penalty: 6127.791992
	Iteration 2Q: 3 clusters Score -3.095661e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -30958252.000000 Penalty: 6127.791992
	Iteration 3Q: 3 clusters Score -3.095825e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -30960070.000000 Penalty: 6127.791992
	Iteration 4Q: 3 clusters Score -3.096007e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -30962768.000000 Penalty: 6127.791992
	Iteration 5Q: 3 clusters Score -3.096277e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137091 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -30966662.000000 Penalty: 6127.791992
	Iteration 6Q: 3 clusters Score -3.096666e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -30972242.000000 Penalty: 6127.791992
	Iteration 7Q: 3 clusters Score -3.097224e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -30980370.000000 Penalty: 6127.791992
	Iteration 8F: 3 clusters Score -3.098037e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -30989664.000000 Penalty: 6127.791992
	Iteration 9F: 3 clusters Score -3.098966e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -30998086.000000 Penalty: 6127.791992
	Iteration 10F: 3 clusters Score -3.099809e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -31004238.000000 Penalty: 6127.791992
	Iteration 11Q: 3 clusters Score -3.100424e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200361 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -31008470.000000 Penalty: 6127.791992
	Iteration 12Q: 3 clusters Score -3.100847e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -31011362.000000 Penalty: 6127.791992
	Iteration 13Q: 3 clusters Score -3.101136e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -31013832.000000 Penalty: 6127.791992
	Iteration 14Q: 3 clusters Score -3.101383e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214850 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -31015866.000000 Penalty: 6127.791992
	Iteration 15Q: 3 clusters Score -3.101587e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218268 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -31017410.000000 Penalty: 6127.791992
	Iteration 16Q: 3 clusters Score -3.101741e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221208 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -31018920.000000 Penalty: 6127.791992
	Iteration 17Q: 3 clusters Score -3.101892e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223717 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -31020480.000000 Penalty: 6127.791992
	Iteration 18Q: 3 clusters Score -3.102048e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225817 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -31021696.000000 Penalty: 6127.791992
	Iteration 19Q: 3 clusters Score -3.10217e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227431 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -31022544.000000 Penalty: 6127.791992
	Iteration 20F: 3 clusters Score -3.102254e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228606 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -31023094.000000 Penalty: 6127.791992
	Iteration 21Q: 3 clusters Score -3.102309e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -31023506.000000 Penalty: 6127.791992
	Iteration 22Q: 3 clusters Score -3.102351e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230052 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -31023896.000000 Penalty: 6127.791992
	Iteration 23Q: 3 clusters Score -3.10239e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230475 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -31024206.000000 Penalty: 6127.791992
	Iteration 24Q: 3 clusters Score -3.102421e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230758 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -31024372.000000 Penalty: 6127.791992
	Iteration 25Q: 3 clusters Score -3.102437e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -31024426.000000 Penalty: 6127.791992
	Iteration 26Q: 3 clusters Score -3.102443e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231077 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -31024466.000000 Penalty: 6127.791992
	Iteration 27Q: 3 clusters Score -3.102447e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231155 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -31024532.000000 Penalty: 6127.791992
	Iteration 28Q: 3 clusters Score -3.102453e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231211 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -31024544.000000 Penalty: 6127.791992
	Iteration 29Q: 3 clusters Score -3.102454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231245 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -31024592.000000 Penalty: 6127.791992
	Iteration 30Q: 3 clusters Score -3.102459e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -31024636.000000 Penalty: 6127.791992
	Iteration 31Q: 3 clusters Score -3.102464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231288 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -31024654.000000 Penalty: 6127.791992
	Iteration 32Q: 3 clusters Score -3.102465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231303 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -31024678.000000 Penalty: 6127.791992
	Iteration 33Q: 3 clusters Score -3.102468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231317 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -31024686.000000 Penalty: 6127.791992
	Iteration 34Q: 3 clusters Score -3.102469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231331 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -31024704.000000 Penalty: 6127.791992
	Iteration 35Q: 3 clusters Score -3.10247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231345 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -31024680.000000 Penalty: 6127.791992
	Iteration 36Q: 3 clusters Score -3.102468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231355 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -31024690.000000 Penalty: 6127.791992
	Iteration 37Q: 3 clusters Score -3.102469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231367 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -31024692.000000 Penalty: 6127.791992
	Iteration 38Q: 3 clusters Score -3.102469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231374 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -31024704.000000 Penalty: 6127.791992
	Iteration 39Q: 3 clusters Score -3.10247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231378 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -31024686.000000 Penalty: 6127.791992
	Iteration 40F: 3 clusters Score -3.102469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31024690.000000 Penalty: 6127.791992
	Iteration 41Q: 3 clusters Score -3.102469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231391 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -31024718.000000 Penalty: 6127.791992
	Iteration 42Q: 3 clusters Score -3.102472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -31024732.000000 Penalty: 6127.791992
	Iteration 43Q: 3 clusters Score -3.102473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -31024722.000000 Penalty: 6127.791992
	Iteration 44Q: 3 clusters Score -3.102472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -31024744.000000 Penalty: 6127.791992
	Iteration 45Q: 3 clusters Score -3.102474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31024734.000000 Penalty: 6127.791992
	Iteration 46Q: 3 clusters Score -3.102473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31024746.000000 Penalty: 6127.791992
	Iteration 47Q: 3 clusters Score -3.102475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231414 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -31024732.000000 Penalty: 6127.791992
	Iteration 48Q: 3 clusters Score -3.102473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231417 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31024756.000000 Penalty: 6127.791992
	Iteration 49Q: 3 clusters Score -3.102476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231419 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -31024754.000000 Penalty: 6127.791992
	Iteration 50Q: 3 clusters Score -3.102475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231419 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -31024754.000000 Penalty: 6127.791992
	Iteration 51F: 3 clusters Score -3.102475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Entering Unmasked Estep 
Score: -11483305.000000 Penalty: 2820.251953
	Iteration 0F: 2 clusters Score -1.14833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -11425470.000000 Penalty: 5640.503906
	Iteration 0F: 3 clusters Score -1.142547e+07 nChanged 40865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -11448782.000000 Penalty: 5640.503906
	Iteration 1F: 3 clusters Score -1.144878e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -11450304.000000 Penalty: 5640.503906
	Iteration 2Q: 3 clusters Score -1.14503e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -11452439.000000 Penalty: 5640.503906
	Iteration 3Q: 3 clusters Score -1.145244e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -11455505.000000 Penalty: 5640.503906
	Iteration 4F: 3 clusters Score -1.14555e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -11459476.000000 Penalty: 5640.503906
	Iteration 5F: 3 clusters Score -1.145948e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -11464087.000000 Penalty: 5640.503906
	Iteration 6F: 3 clusters Score -1.146409e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -11469301.000000 Penalty: 5640.503906
	Iteration 7F: 3 clusters Score -1.14693e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -11474457.000000 Penalty: 5640.503906
	Iteration 8F: 3 clusters Score -1.147446e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -11478824.000000 Penalty: 5640.503906
	Iteration 9Q: 3 clusters Score -1.147882e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -11481757.000000 Penalty: 5640.503906
	Iteration 10Q: 3 clusters Score -1.148176e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -11483750.000000 Penalty: 5640.503906
	Iteration 11Q: 3 clusters Score -1.148375e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -11484778.000000 Penalty: 5640.503906
	Iteration 12Q: 3 clusters Score -1.148478e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -11485174.000000 Penalty: 5640.503906
	Iteration 13Q: 3 clusters Score -1.148517e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -11485352.000000 Penalty: 5640.503906
	Iteration 14Q: 3 clusters Score -1.148535e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -11485499.000000 Penalty: 5640.503906
	Iteration 15Q: 3 clusters Score -1.14855e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -11485517.000000 Penalty: 5640.503906
	Iteration 16Q: 3 clusters Score -1.148552e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -11485598.000000 Penalty: 5640.503906
	Iteration 17Q: 3 clusters Score -1.14856e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -11485649.000000 Penalty: 5640.503906
	Iteration 18Q: 3 clusters Score -1.148565e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -11485672.000000 Penalty: 5640.503906
	Iteration 19Q: 3 clusters Score -1.148567e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -11485666.000000 Penalty: 5640.503906
	Iteration 20F: 3 clusters Score -1.148567e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -11485688.000000 Penalty: 5640.503906
	Iteration 21Q: 3 clusters Score -1.148569e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -11485720.000000 Penalty: 5640.503906
	Iteration 22Q: 3 clusters Score -1.148572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -11485692.000000 Penalty: 5640.503906
	Iteration 23Q: 3 clusters Score -1.148569e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -11485703.000000 Penalty: 5640.503906
	Iteration 24Q: 3 clusters Score -1.14857e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -11485770.000000 Penalty: 5640.503906
	Iteration 25Q: 3 clusters Score -1.148577e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -11485784.000000 Penalty: 5640.503906
	Iteration 26Q: 3 clusters Score -1.148578e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -11485798.000000 Penalty: 5640.503906
	Iteration 27Q: 3 clusters Score -1.14858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -11485826.000000 Penalty: 5640.503906
	Iteration 28Q: 3 clusters Score -1.148583e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -11485818.000000 Penalty: 5640.503906
	Iteration 29Q: 3 clusters Score -1.148582e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -11485808.000000 Penalty: 5640.503906
	Iteration 30Q: 3 clusters Score -1.148581e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -11485812.000000 Penalty: 5640.503906
	Iteration 31Q: 3 clusters Score -1.148581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -11485830.000000 Penalty: 5640.503906
	Iteration 32Q: 3 clusters Score -1.148583e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -11485826.000000 Penalty: 5640.503906
	Iteration 33Q: 3 clusters Score -1.148583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -11485841.000000 Penalty: 5640.503906
	Iteration 34Q: 3 clusters Score -1.148584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -11485838.000000 Penalty: 5640.503906
	Iteration 35Q: 3 clusters Score -1.148584e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -11485845.000000 Penalty: 5640.503906
	Iteration 36Q: 3 clusters Score -1.148584e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -11485858.000000 Penalty: 5640.503906
	Iteration 37Q: 3 clusters Score -1.148586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -11485856.000000 Penalty: 5640.503906
	Iteration 38Q: 3 clusters Score -1.148586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -11485856.000000 Penalty: 5640.503906
	Iteration 39Q: 3 clusters Score -1.148586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -11485857.000000 Penalty: 5640.503906
	Iteration 40F: 3 clusters Score -1.148586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -11485857.000000 Penalty: 5640.503906
	Iteration 41Q: 3 clusters Score -1.148586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -11485860.000000 Penalty: 5640.503906
	Iteration 42Q: 3 clusters Score -1.148586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -11485848.000000 Penalty: 5640.503906
	Iteration 43Q: 3 clusters Score -1.148585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -11485832.000000 Penalty: 5640.503906
	Iteration 44Q: 3 clusters Score -1.148583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -11485865.000000 Penalty: 5640.503906
	Iteration 45Q: 3 clusters Score -1.148586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -11485873.000000 Penalty: 5640.503906
	Iteration 46Q: 3 clusters Score -1.148587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -11485864.000000 Penalty: 5640.503906
	Iteration 47Q: 3 clusters Score -1.148586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -11485851.000000 Penalty: 5640.503906
	Iteration 48Q: 3 clusters Score -1.148585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -11485888.000000 Penalty: 5640.503906
	Iteration 49Q: 3 clusters Score -1.148589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -11485883.000000 Penalty: 5640.503906
	Iteration 50Q: 3 clusters Score -1.148588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -11485890.000000 Penalty: 5640.503906
	Iteration 51Q: 3 clusters Score -1.148589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -11485882.000000 Penalty: 5640.503906
	Iteration 52Q: 3 clusters Score -1.148588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -11485880.000000 Penalty: 5640.503906
	Iteration 53Q: 3 clusters Score -1.148588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -11485872.000000 Penalty: 5640.503906
	Iteration 54Q: 3 clusters Score -1.148587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -11485868.000000 Penalty: 5640.503906
	Iteration 55Q: 3 clusters Score -1.148587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -11485852.000000 Penalty: 5640.503906
	Iteration 56Q: 3 clusters Score -1.148585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -11485853.000000 Penalty: 5640.503906
	Iteration 57Q: 3 clusters Score -1.148585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -11485873.000000 Penalty: 5640.503906
	Iteration 58Q: 3 clusters Score -1.148587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -11485870.000000 Penalty: 5640.503906
	Iteration 59Q: 3 clusters Score -1.148587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -11485854.000000 Penalty: 5640.503906
	Iteration 60F: 3 clusters Score -1.148585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -11485858.000000 Penalty: 5640.503906
	Iteration 61Q: 3 clusters Score -1.148586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -11485863.000000 Penalty: 5640.503906
	Iteration 62Q: 3 clusters Score -1.148586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -11485852.000000 Penalty: 5640.503906
	Iteration 63Q: 3 clusters Score -1.148585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -11485857.000000 Penalty: 5640.503906
	Iteration 64Q: 3 clusters Score -1.148586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -11485845.000000 Penalty: 5640.503906
	Iteration 65Q: 3 clusters Score -1.148584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -11485858.000000 Penalty: 5640.503906
	Iteration 66Q: 3 clusters Score -1.148586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -11485849.000000 Penalty: 5640.503906
	Iteration 67Q: 3 clusters Score -1.148585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -11485853.000000 Penalty: 5640.503906
	Iteration 68Q: 3 clusters Score -1.148585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -11485844.000000 Penalty: 5640.503906
	Iteration 69Q: 3 clusters Score -1.148584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -11485841.000000 Penalty: 5640.503906
	Iteration 70Q: 3 clusters Score -1.148584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -11485844.000000 Penalty: 5640.503906
	Iteration 71Q: 3 clusters Score -1.148584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -11485845.000000 Penalty: 5640.503906
	Iteration 72Q: 3 clusters Score -1.148584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -11485861.000000 Penalty: 5640.503906
	Iteration 73Q: 3 clusters Score -1.148586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -11485880.000000 Penalty: 5640.503906
	Iteration 74Q: 3 clusters Score -1.148588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -11485881.000000 Penalty: 5640.503906
	Iteration 75Q: 3 clusters Score -1.148588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -11485878.000000 Penalty: 5640.503906
	Iteration 76Q: 3 clusters Score -1.148588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -11485867.000000 Penalty: 5640.503906
	Iteration 77Q: 3 clusters Score -1.148587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -11485871.000000 Penalty: 5640.503906
	Iteration 78Q: 3 clusters Score -1.148587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -11485873.000000 Penalty: 5640.503906
	Iteration 79Q: 3 clusters Score -1.148587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -11485869.000000 Penalty: 5640.503906
	Iteration 80F: 3 clusters Score -1.148587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -11485872.000000 Penalty: 5640.503906
	Iteration 81Q: 3 clusters Score -1.148587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -11485880.000000 Penalty: 5640.503906
	Iteration 82Q: 3 clusters Score -1.148588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -11485888.000000 Penalty: 5640.503906
	Iteration 83Q: 3 clusters Score -1.148589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -11485866.000000 Penalty: 5640.503906
	Iteration 84Q: 3 clusters Score -1.148587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -11485877.000000 Penalty: 5640.503906
	Iteration 85Q: 3 clusters Score -1.148588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -11485872.000000 Penalty: 5640.503906
	Iteration 86Q: 3 clusters Score -1.148587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -11485893.000000 Penalty: 5640.503906
	Iteration 87Q: 3 clusters Score -1.148589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -11485882.000000 Penalty: 5640.503906
	Iteration 88Q: 3 clusters Score -1.148588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -11485884.000000 Penalty: 5640.503906
	Iteration 89Q: 3 clusters Score -1.148588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -11485887.000000 Penalty: 5640.503906
	Iteration 90Q: 3 clusters Score -1.148589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -11485874.000000 Penalty: 5640.503906
	Iteration 91Q: 3 clusters Score -1.148587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -11485867.000000 Penalty: 5640.503906
	Iteration 92Q: 3 clusters Score -1.148587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -11485868.000000 Penalty: 5640.503906
	Iteration 93Q: 3 clusters Score -1.148587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -11485871.000000 Penalty: 5640.503906
	Iteration 94Q: 3 clusters Score -1.148587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -11485878.000000 Penalty: 5640.503906
	Iteration 95Q: 3 clusters Score -1.148588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -11485880.000000 Penalty: 5640.503906
	Iteration 96Q: 3 clusters Score -1.148588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -11485881.000000 Penalty: 5640.503906
	Iteration 97Q: 3 clusters Score -1.148588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -11485884.000000 Penalty: 5640.503906
	Iteration 98Q: 3 clusters Score -1.148588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -11485891.000000 Penalty: 5640.503906
	Iteration 99Q: 3 clusters Score -1.148589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -11485890.000000 Penalty: 5640.503906
	Iteration 100F: 3 clusters Score -1.148589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 22803 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 128003 members 
Mstep: Class 6 contains 231983 members 
Mstep: Class 7 contains 79089 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 184221 members 
Mstep: Class 10 contains 21112 members 
Mstep: Class 11 contains 42735 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 30672 members 
Mstep: Class 14 contains 200331 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 96424 members 
Mstep: Class 21 contains 16929 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 124048 members 
Mstep: Class 26 contains 72430 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 23358 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 7765 members 
Entering Unmasked Estep 
Score: -181065776.000000 Penalty: 108826.757812
Splitting cluster 7 changes total score from -181064848.000000 to -181065776.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (9880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Entering Unmasked Estep 
Score: -1263449.000000 Penalty: 2281.170410
	Iteration 0F: 2 clusters Score -1263449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1255852.500000 Penalty: 4562.340820
	Iteration 0F: 3 clusters Score -1255852 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1258052.375000 Penalty: 4562.340820
	Iteration 1F: 3 clusters Score -1258052 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1258414.750000 Penalty: 4562.340820
	Iteration 2F: 3 clusters Score -1258415 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1258677.125000 Penalty: 4562.340820
	Iteration 3F: 3 clusters Score -1258677 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1258887.375000 Penalty: 4562.340820
	Iteration 4Q: 3 clusters Score -1258887 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1259088.375000 Penalty: 4562.340820
	Iteration 5Q: 3 clusters Score -1259088 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1259273.625000 Penalty: 4562.340820
	Iteration 6Q: 3 clusters Score -1259274 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1259479.375000 Penalty: 4562.340820
	Iteration 7Q: 3 clusters Score -1259479 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1259705.625000 Penalty: 4562.340820
	Iteration 8Q: 3 clusters Score -1259706 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1259901.500000 Penalty: 4562.340820
	Iteration 9Q: 3 clusters Score -1259902 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1260098.125000 Penalty: 4562.340820
	Iteration 10Q: 3 clusters Score -1260098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1260275.375000 Penalty: 4562.340820
	Iteration 11Q: 3 clusters Score -1260275 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1260451.625000 Penalty: 4562.340820
	Iteration 12Q: 3 clusters Score -1260452 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1260637.000000 Penalty: 4562.340820
	Iteration 13Q: 3 clusters Score -1260637 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1260811.750000 Penalty: 4562.340820
	Iteration 14Q: 3 clusters Score -1260812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1260956.500000 Penalty: 4562.340820
	Iteration 15Q: 3 clusters Score -1260956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1261059.500000 Penalty: 4562.340820
	Iteration 16Q: 3 clusters Score -1261060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1261132.250000 Penalty: 4562.340820
	Iteration 17Q: 3 clusters Score -1261132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1261177.500000 Penalty: 4562.340820
	Iteration 18Q: 3 clusters Score -1261178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1261210.250000 Penalty: 4562.340820
	Iteration 19Q: 3 clusters Score -1261210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1261232.250000 Penalty: 4562.340820
	Iteration 20F: 3 clusters Score -1261232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1261247.000000 Penalty: 4562.340820
	Iteration 21Q: 3 clusters Score -1261247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1261268.625000 Penalty: 4562.340820
	Iteration 22Q: 3 clusters Score -1261269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1261290.000000 Penalty: 4562.340820
	Iteration 23Q: 3 clusters Score -1261290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1261310.750000 Penalty: 4562.340820
	Iteration 24Q: 3 clusters Score -1261311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1261331.375000 Penalty: 4562.340820
	Iteration 25Q: 3 clusters Score -1261331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1261345.000000 Penalty: 4562.340820
	Iteration 26Q: 3 clusters Score -1261345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1261357.875000 Penalty: 4562.340820
	Iteration 27Q: 3 clusters Score -1261358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1261375.125000 Penalty: 4562.340820
	Iteration 28Q: 3 clusters Score -1261375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1261391.500000 Penalty: 4562.340820
	Iteration 29Q: 3 clusters Score -1261392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1261402.625000 Penalty: 4562.340820
	Iteration 30Q: 3 clusters Score -1261403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1261412.500000 Penalty: 4562.340820
	Iteration 31Q: 3 clusters Score -1261412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1261416.875000 Penalty: 4562.340820
	Iteration 32Q: 3 clusters Score -1261417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1261423.625000 Penalty: 4562.340820
	Iteration 33Q: 3 clusters Score -1261424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1261431.250000 Penalty: 4562.340820
	Iteration 34Q: 3 clusters Score -1261431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1261435.375000 Penalty: 4562.340820
	Iteration 35Q: 3 clusters Score -1261435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1261440.375000 Penalty: 4562.340820
	Iteration 36Q: 3 clusters Score -1261440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1261447.625000 Penalty: 4562.340820
	Iteration 37Q: 3 clusters Score -1261448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1261454.750000 Penalty: 4562.340820
	Iteration 38Q: 3 clusters Score -1261455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1261461.000000 Penalty: 4562.340820
	Iteration 39Q: 3 clusters Score -1261461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1261469.875000 Penalty: 4562.340820
	Iteration 40F: 3 clusters Score -1261470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1261470.125000 Penalty: 4562.340820
	Iteration 41Q: 3 clusters Score -1261470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1261473.625000 Penalty: 4562.340820
	Iteration 42Q: 3 clusters Score -1261474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1261472.750000 Penalty: 4562.340820
	Iteration 43Q: 3 clusters Score -1261473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1261476.125000 Penalty: 4562.340820
	Iteration 44Q: 3 clusters Score -1261476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1261479.750000 Penalty: 4562.340820
	Iteration 45Q: 3 clusters Score -1261480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1261478.250000 Penalty: 4562.340820
	Iteration 46Q: 3 clusters Score -1261478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1261482.500000 Penalty: 4562.340820
	Iteration 47Q: 3 clusters Score -1261482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1261483.750000 Penalty: 4562.340820
	Iteration 48Q: 3 clusters Score -1261484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1261485.250000 Penalty: 4562.340820
	Iteration 49Q: 3 clusters Score -1261485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1261492.375000 Penalty: 4562.340820
	Iteration 50Q: 3 clusters Score -1261492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1261490.625000 Penalty: 4562.340820
	Iteration 51Q: 3 clusters Score -1261491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1261493.000000 Penalty: 4562.340820
	Iteration 52Q: 3 clusters Score -1261493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1261492.500000 Penalty: 4562.340820
	Iteration 53Q: 3 clusters Score -1261492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1261497.625000 Penalty: 4562.340820
	Iteration 54Q: 3 clusters Score -1261498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1261503.500000 Penalty: 4562.340820
	Iteration 55Q: 3 clusters Score -1261504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1261505.375000 Penalty: 4562.340820
	Iteration 56Q: 3 clusters Score -1261505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1261509.625000 Penalty: 4562.340820
	Iteration 57Q: 3 clusters Score -1261510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1261511.125000 Penalty: 4562.340820
	Iteration 58Q: 3 clusters Score -1261511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1261516.750000 Penalty: 4562.340820
	Iteration 59Q: 3 clusters Score -1261517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1261515.875000 Penalty: 4562.340820
	Iteration 60F: 3 clusters Score -1261516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1261517.125000 Penalty: 4562.340820
	Iteration 61Q: 3 clusters Score -1261517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1261518.750000 Penalty: 4562.340820
	Iteration 62Q: 3 clusters Score -1261519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1261520.500000 Penalty: 4562.340820
	Iteration 63Q: 3 clusters Score -1261520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1261521.375000 Penalty: 4562.340820
	Iteration 64Q: 3 clusters Score -1261521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1261522.250000 Penalty: 4562.340820
	Iteration 65Q: 3 clusters Score -1261522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1261522.125000 Penalty: 4562.340820
	Iteration 66Q: 3 clusters Score -1261522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1261522.125000 Penalty: 4562.340820
	Iteration 67F: 3 clusters Score -1261522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Entering Unmasked Estep 
Score: -24481118.000000 Penalty: 3006.725098
	Iteration 0F: 2 clusters Score -2.448112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -24369862.000000 Penalty: 6013.450195
	Iteration 0F: 3 clusters Score -2.436986e+07 nChanged 88397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -24421226.000000 Penalty: 6013.450195
	Iteration 1F: 3 clusters Score -2.442123e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -24422262.000000 Penalty: 6013.450195
	Iteration 2Q: 3 clusters Score -2.442226e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -24423090.000000 Penalty: 6013.450195
	Iteration 3Q: 3 clusters Score -2.442309e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -24424390.000000 Penalty: 6013.450195
	Iteration 4Q: 3 clusters Score -2.442439e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -24426094.000000 Penalty: 6013.450195
	Iteration 5Q: 3 clusters Score -2.442609e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -24428450.000000 Penalty: 6013.450195
	Iteration 6Q: 3 clusters Score -2.442845e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -24432692.000000 Penalty: 6013.450195
	Iteration 7Q: 3 clusters Score -2.443269e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -24439134.000000 Penalty: 6013.450195
	Iteration 8F: 3 clusters Score -2.443913e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -24448164.000000 Penalty: 6013.450195
	Iteration 9F: 3 clusters Score -2.444816e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -24457578.000000 Penalty: 6013.450195
	Iteration 10F: 3 clusters Score -2.445758e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124183 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -24462860.000000 Penalty: 6013.450195
	Iteration 11F: 3 clusters Score -2.446286e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -24464850.000000 Penalty: 6013.450195
	Iteration 12Q: 3 clusters Score -2.446485e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -24465710.000000 Penalty: 6013.450195
	Iteration 13Q: 3 clusters Score -2.446571e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131379 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -24466524.000000 Penalty: 6013.450195
	Iteration 14Q: 3 clusters Score -2.446652e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133637 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -24467036.000000 Penalty: 6013.450195
	Iteration 15Q: 3 clusters Score -2.446704e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -24467702.000000 Penalty: 6013.450195
	Iteration 16Q: 3 clusters Score -2.44677e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -24468360.000000 Penalty: 6013.450195
	Iteration 17Q: 3 clusters Score -2.446836e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -24468944.000000 Penalty: 6013.450195
	Iteration 18Q: 3 clusters Score -2.446894e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -24469494.000000 Penalty: 6013.450195
	Iteration 19Q: 3 clusters Score -2.446949e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -24470002.000000 Penalty: 6013.450195
	Iteration 20F: 3 clusters Score -2.447e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145981 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -24470536.000000 Penalty: 6013.450195
	Iteration 21Q: 3 clusters Score -2.447054e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -24470926.000000 Penalty: 6013.450195
	Iteration 22Q: 3 clusters Score -2.447093e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -24471254.000000 Penalty: 6013.450195
	Iteration 23Q: 3 clusters Score -2.447125e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -24471576.000000 Penalty: 6013.450195
	Iteration 24Q: 3 clusters Score -2.447158e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -24472052.000000 Penalty: 6013.450195
	Iteration 25Q: 3 clusters Score -2.447205e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -24472532.000000 Penalty: 6013.450195
	Iteration 26Q: 3 clusters Score -2.447253e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -24472790.000000 Penalty: 6013.450195
	Iteration 27Q: 3 clusters Score -2.447279e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -24473148.000000 Penalty: 6013.450195
	Iteration 28Q: 3 clusters Score -2.447315e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160609 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -24473644.000000 Penalty: 6013.450195
	Iteration 29Q: 3 clusters Score -2.447364e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -24474114.000000 Penalty: 6013.450195
	Iteration 30Q: 3 clusters Score -2.447411e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -24474500.000000 Penalty: 6013.450195
	Iteration 31Q: 3 clusters Score -2.44745e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -24474910.000000 Penalty: 6013.450195
	Iteration 32Q: 3 clusters Score -2.447491e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -24475334.000000 Penalty: 6013.450195
	Iteration 33Q: 3 clusters Score -2.447533e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -24475612.000000 Penalty: 6013.450195
	Iteration 34Q: 3 clusters Score -2.447561e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -24475880.000000 Penalty: 6013.450195
	Iteration 35Q: 3 clusters Score -2.447588e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -24476166.000000 Penalty: 6013.450195
	Iteration 36Q: 3 clusters Score -2.447617e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -24476606.000000 Penalty: 6013.450195
	Iteration 37Q: 3 clusters Score -2.447661e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -24476922.000000 Penalty: 6013.450195
	Iteration 38Q: 3 clusters Score -2.447692e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174814 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -24477138.000000 Penalty: 6013.450195
	Iteration 39Q: 3 clusters Score -2.447714e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175830 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -24477316.000000 Penalty: 6013.450195
	Iteration 40F: 3 clusters Score -2.447732e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176768 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -24477590.000000 Penalty: 6013.450195
	Iteration 41Q: 3 clusters Score -2.447759e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -24477752.000000 Penalty: 6013.450195
	Iteration 42Q: 3 clusters Score -2.447775e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -24477938.000000 Penalty: 6013.450195
	Iteration 43Q: 3 clusters Score -2.447794e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -24478000.000000 Penalty: 6013.450195
	Iteration 44Q: 3 clusters Score -2.4478e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -24478136.000000 Penalty: 6013.450195
	Iteration 45Q: 3 clusters Score -2.447814e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -24478284.000000 Penalty: 6013.450195
	Iteration 46Q: 3 clusters Score -2.447828e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -24478378.000000 Penalty: 6013.450195
	Iteration 47Q: 3 clusters Score -2.447838e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180725 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -24478398.000000 Penalty: 6013.450195
	Iteration 48Q: 3 clusters Score -2.44784e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -24478480.000000 Penalty: 6013.450195
	Iteration 49Q: 3 clusters Score -2.447848e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181277 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -24478490.000000 Penalty: 6013.450195
	Iteration 50Q: 3 clusters Score -2.447849e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181501 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -24478496.000000 Penalty: 6013.450195
	Iteration 51Q: 3 clusters Score -2.44785e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24478520.000000 Penalty: 6013.450195
	Iteration 52Q: 3 clusters Score -2.447852e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181862 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24478518.000000 Penalty: 6013.450195
	Iteration 53Q: 3 clusters Score -2.447852e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -24478516.000000 Penalty: 6013.450195
	Iteration 54Q: 3 clusters Score -2.447852e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182152 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -24478514.000000 Penalty: 6013.450195
	Iteration 55Q: 3 clusters Score -2.447851e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -24478530.000000 Penalty: 6013.450195
	Iteration 56Q: 3 clusters Score -2.447853e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182424 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24478538.000000 Penalty: 6013.450195
	Iteration 57Q: 3 clusters Score -2.447854e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182534 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24478558.000000 Penalty: 6013.450195
	Iteration 58Q: 3 clusters Score -2.447856e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -24478596.000000 Penalty: 6013.450195
	Iteration 59Q: 3 clusters Score -2.44786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24478612.000000 Penalty: 6013.450195
	Iteration 60F: 3 clusters Score -2.447861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -24478666.000000 Penalty: 6013.450195
	Iteration 61Q: 3 clusters Score -2.447867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182809 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -24478658.000000 Penalty: 6013.450195
	Iteration 62Q: 3 clusters Score -2.447866e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -24478636.000000 Penalty: 6013.450195
	Iteration 63Q: 3 clusters Score -2.447864e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -24478658.000000 Penalty: 6013.450195
	Iteration 64Q: 3 clusters Score -2.447866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -24478696.000000 Penalty: 6013.450195
	Iteration 65Q: 3 clusters Score -2.44787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24478684.000000 Penalty: 6013.450195
	Iteration 66Q: 3 clusters Score -2.447868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -24478710.000000 Penalty: 6013.450195
	Iteration 67Q: 3 clusters Score -2.447871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24478706.000000 Penalty: 6013.450195
	Iteration 68Q: 3 clusters Score -2.447871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -24478734.000000 Penalty: 6013.450195
	Iteration 69Q: 3 clusters Score -2.447873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -24478746.000000 Penalty: 6013.450195
	Iteration 70Q: 3 clusters Score -2.447875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24478756.000000 Penalty: 6013.450195
	Iteration 71Q: 3 clusters Score -2.447876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -24478750.000000 Penalty: 6013.450195
	Iteration 72Q: 3 clusters Score -2.447875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -24478744.000000 Penalty: 6013.450195
	Iteration 73Q: 3 clusters Score -2.447874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24478736.000000 Penalty: 6013.450195
	Iteration 74Q: 3 clusters Score -2.447874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183133 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -24478766.000000 Penalty: 6013.450195
	Iteration 75Q: 3 clusters Score -2.447877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183140 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -24478748.000000 Penalty: 6013.450195
	Iteration 76Q: 3 clusters Score -2.447875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24478742.000000 Penalty: 6013.450195
	Iteration 77Q: 3 clusters Score -2.447874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24478758.000000 Penalty: 6013.450195
	Iteration 78Q: 3 clusters Score -2.447876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183170 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -24478736.000000 Penalty: 6013.450195
	Iteration 79Q: 3 clusters Score -2.447874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183183 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -24478756.000000 Penalty: 6013.450195
	Iteration 80F: 3 clusters Score -2.447876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183194 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -24478754.000000 Penalty: 6013.450195
	Iteration 81Q: 3 clusters Score -2.447875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -24478758.000000 Penalty: 6013.450195
	Iteration 82Q: 3 clusters Score -2.447876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183209 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24478754.000000 Penalty: 6013.450195
	Iteration 83Q: 3 clusters Score -2.447875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183214 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24478772.000000 Penalty: 6013.450195
	Iteration 84Q: 3 clusters Score -2.447877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24478788.000000 Penalty: 6013.450195
	Iteration 85Q: 3 clusters Score -2.447879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24478788.000000 Penalty: 6013.450195
	Iteration 86F: 3 clusters Score -2.447879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Entering Unmasked Estep 
Score: -2593445.750000 Penalty: 2469.483887
	Iteration 0F: 2 clusters Score -2593446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2578620.250000 Penalty: 4938.967773
	Iteration 0F: 3 clusters Score -2578620 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2584055.500000 Penalty: 4938.967773
	Iteration 1F: 3 clusters Score -2584056 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2584852.500000 Penalty: 4938.967773
	Iteration 2F: 3 clusters Score -2584852 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2585684.250000 Penalty: 4938.967773
	Iteration 3F: 3 clusters Score -2585684 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2586541.000000 Penalty: 4938.967773
	Iteration 4F: 3 clusters Score -2586541 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2587328.500000 Penalty: 4938.967773
	Iteration 5F: 3 clusters Score -2587328 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2588062.500000 Penalty: 4938.967773
	Iteration 6F: 3 clusters Score -2588062 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2588707.750000 Penalty: 4938.967773
	Iteration 7Q: 3 clusters Score -2588708 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2589208.250000 Penalty: 4938.967773
	Iteration 8Q: 3 clusters Score -2589208 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2589670.500000 Penalty: 4938.967773
	Iteration 9Q: 3 clusters Score -2589670 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2590043.250000 Penalty: 4938.967773
	Iteration 10Q: 3 clusters Score -2590043 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2590330.500000 Penalty: 4938.967773
	Iteration 11Q: 3 clusters Score -2590330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2590594.750000 Penalty: 4938.967773
	Iteration 12Q: 3 clusters Score -2590595 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2590772.500000 Penalty: 4938.967773
	Iteration 13Q: 3 clusters Score -2590772 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2590932.750000 Penalty: 4938.967773
	Iteration 14Q: 3 clusters Score -2590933 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2591060.250000 Penalty: 4938.967773
	Iteration 15Q: 3 clusters Score -2591060 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2591144.750000 Penalty: 4938.967773
	Iteration 16Q: 3 clusters Score -2591145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2591219.250000 Penalty: 4938.967773
	Iteration 17Q: 3 clusters Score -2591219 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2591285.000000 Penalty: 4938.967773
	Iteration 18Q: 3 clusters Score -2591285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2591348.750000 Penalty: 4938.967773
	Iteration 19Q: 3 clusters Score -2591349 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2591409.250000 Penalty: 4938.967773
	Iteration 20F: 3 clusters Score -2591409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2591478.500000 Penalty: 4938.967773
	Iteration 21Q: 3 clusters Score -2591478 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2591549.250000 Penalty: 4938.967773
	Iteration 22Q: 3 clusters Score -2591549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2591611.500000 Penalty: 4938.967773
	Iteration 23Q: 3 clusters Score -2591612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2591652.750000 Penalty: 4938.967773
	Iteration 24Q: 3 clusters Score -2591653 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2591679.750000 Penalty: 4938.967773
	Iteration 25Q: 3 clusters Score -2591680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2591706.000000 Penalty: 4938.967773
	Iteration 26Q: 3 clusters Score -2591706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2591723.750000 Penalty: 4938.967773
	Iteration 27Q: 3 clusters Score -2591724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2591740.750000 Penalty: 4938.967773
	Iteration 28Q: 3 clusters Score -2591741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2591754.750000 Penalty: 4938.967773
	Iteration 29Q: 3 clusters Score -2591755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2591763.750000 Penalty: 4938.967773
	Iteration 30Q: 3 clusters Score -2591764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2591773.500000 Penalty: 4938.967773
	Iteration 31Q: 3 clusters Score -2591774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2591785.750000 Penalty: 4938.967773
	Iteration 32Q: 3 clusters Score -2591786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2591799.750000 Penalty: 4938.967773
	Iteration 33Q: 3 clusters Score -2591800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2591809.750000 Penalty: 4938.967773
	Iteration 34Q: 3 clusters Score -2591810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2591811.250000 Penalty: 4938.967773
	Iteration 35Q: 3 clusters Score -2591811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2591819.750000 Penalty: 4938.967773
	Iteration 36Q: 3 clusters Score -2591820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2591827.000000 Penalty: 4938.967773
	Iteration 37Q: 3 clusters Score -2591827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2591836.000000 Penalty: 4938.967773
	Iteration 38Q: 3 clusters Score -2591836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2591839.500000 Penalty: 4938.967773
	Iteration 39Q: 3 clusters Score -2591840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2591847.500000 Penalty: 4938.967773
	Iteration 40F: 3 clusters Score -2591848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2591855.000000 Penalty: 4938.967773
	Iteration 41Q: 3 clusters Score -2591855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2591857.000000 Penalty: 4938.967773
	Iteration 42Q: 3 clusters Score -2591857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2591862.500000 Penalty: 4938.967773
	Iteration 43Q: 3 clusters Score -2591862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2591871.250000 Penalty: 4938.967773
	Iteration 44Q: 3 clusters Score -2591871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2591871.500000 Penalty: 4938.967773
	Iteration 45Q: 3 clusters Score -2591872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2591873.250000 Penalty: 4938.967773
	Iteration 46Q: 3 clusters Score -2591873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2591877.500000 Penalty: 4938.967773
	Iteration 47Q: 3 clusters Score -2591878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2591879.750000 Penalty: 4938.967773
	Iteration 48Q: 3 clusters Score -2591880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2591885.750000 Penalty: 4938.967773
	Iteration 49Q: 3 clusters Score -2591886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2591886.000000 Penalty: 4938.967773
	Iteration 50Q: 3 clusters Score -2591886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2591889.250000 Penalty: 4938.967773
	Iteration 51Q: 3 clusters Score -2591889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2591892.000000 Penalty: 4938.967773
	Iteration 52Q: 3 clusters Score -2591892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2591895.000000 Penalty: 4938.967773
	Iteration 53Q: 3 clusters Score -2591895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2591897.000000 Penalty: 4938.967773
	Iteration 54Q: 3 clusters Score -2591897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2591899.000000 Penalty: 4938.967773
	Iteration 55Q: 3 clusters Score -2591899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2591899.000000 Penalty: 4938.967773
	Iteration 56F: 3 clusters Score -2591899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Entering Unmasked Estep 
Score: -5848402.000000 Penalty: 2644.367676
	Iteration 0F: 2 clusters Score -5848402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5819513.500000 Penalty: 5288.735352
	Iteration 0F: 3 clusters Score -5819514 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5830303.000000 Penalty: 5288.735352
	Iteration 1F: 3 clusters Score -5830303 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5830917.500000 Penalty: 5288.735352
	Iteration 2Q: 3 clusters Score -5830918 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5831779.500000 Penalty: 5288.735352
	Iteration 3Q: 3 clusters Score -5831780 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5832823.500000 Penalty: 5288.735352
	Iteration 4F: 3 clusters Score -5832824 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5834422.500000 Penalty: 5288.735352
	Iteration 5F: 3 clusters Score -5834422 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5836855.500000 Penalty: 5288.735352
	Iteration 6F: 3 clusters Score -5836856 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5840112.500000 Penalty: 5288.735352
	Iteration 7F: 3 clusters Score -5840112 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5843058.000000 Penalty: 5288.735352
	Iteration 8F: 3 clusters Score -5843058 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5844893.000000 Penalty: 5288.735352
	Iteration 9Q: 3 clusters Score -5844893 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5845605.000000 Penalty: 5288.735352
	Iteration 10Q: 3 clusters Score -5845605 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5845853.000000 Penalty: 5288.735352
	Iteration 11Q: 3 clusters Score -5845853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -5845947.500000 Penalty: 5288.735352
	Iteration 12Q: 3 clusters Score -5845948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -5846005.500000 Penalty: 5288.735352
	Iteration 13Q: 3 clusters Score -5846006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5846029.000000 Penalty: 5288.735352
	Iteration 14Q: 3 clusters Score -5846029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5846051.000000 Penalty: 5288.735352
	Iteration 15Q: 3 clusters Score -5846051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5846070.500000 Penalty: 5288.735352
	Iteration 16Q: 3 clusters Score -5846070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5846081.500000 Penalty: 5288.735352
	Iteration 17Q: 3 clusters Score -5846082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5846088.000000 Penalty: 5288.735352
	Iteration 18Q: 3 clusters Score -5846088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5846094.500000 Penalty: 5288.735352
	Iteration 19Q: 3 clusters Score -5846094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5846095.500000 Penalty: 5288.735352
	Iteration 20F: 3 clusters Score -5846096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1464210.625000 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -1464211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1455891.375000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -1455891 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1458350.375000 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -1458350 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1458683.625000 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -1458684 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1458987.375000 Penalty: 4618.524902
	Iteration 3F: 3 clusters Score -1458987 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1459309.875000 Penalty: 4618.524902
	Iteration 4Q: 3 clusters Score -1459310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1459710.500000 Penalty: 4618.524902
	Iteration 5F: 3 clusters Score -1459710 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1460195.500000 Penalty: 4618.524902
	Iteration 6F: 3 clusters Score -1460196 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1460702.125000 Penalty: 4618.524902
	Iteration 7F: 3 clusters Score -1460702 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1461155.875000 Penalty: 4618.524902
	Iteration 8F: 3 clusters Score -1461156 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1461489.625000 Penalty: 4618.524902
	Iteration 9F: 3 clusters Score -1461490 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1461725.125000 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -1461725 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1461874.250000 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -1461874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1461952.375000 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -1461952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1461999.750000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -1462000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1462029.875000 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -1462030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1462039.500000 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -1462040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1462053.625000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -1462054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1462056.500000 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -1462056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1462064.875000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -1462065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1462067.875000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -1462068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1462071.000000 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -1462071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1462070.500000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -1462070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1462074.625000 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -1462075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1462073.250000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -1462073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1462076.500000 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -1462076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1462076.250000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -1462076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1462079.000000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -1462079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1462075.250000 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -1462075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1462077.625000 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -1462078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1462079.500000 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -1462080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1462077.625000 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -1462078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1462083.000000 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -1462083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1462083.625000 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -1462084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1462083.875000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -1462084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1462083.125000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -1462083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1462083.625000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -1462084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1462087.000000 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -1462087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1462087.375000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -1462087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1462087.375000 Penalty: 4618.524902
	Iteration 38F: 3 clusters Score -1462087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Entering Unmasked Estep 
Score: -4036070.000000 Penalty: 2562.114014
	Iteration 0F: 2 clusters Score -4036070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4015112.500000 Penalty: 5124.228027
	Iteration 0F: 3 clusters Score -4015112 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4022492.250000 Penalty: 5124.228027
	Iteration 1F: 3 clusters Score -4022492 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4022904.250000 Penalty: 5124.228027
	Iteration 2Q: 3 clusters Score -4022904 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4023315.000000 Penalty: 5124.228027
	Iteration 3Q: 3 clusters Score -4023315 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4023885.000000 Penalty: 5124.228027
	Iteration 4Q: 3 clusters Score -4023885 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4024640.500000 Penalty: 5124.228027
	Iteration 5Q: 3 clusters Score -4024640 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4025695.250000 Penalty: 5124.228027
	Iteration 6F: 3 clusters Score -4025695 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4027224.750000 Penalty: 5124.228027
	Iteration 7F: 3 clusters Score -4027225 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4029190.250000 Penalty: 5124.228027
	Iteration 8F: 3 clusters Score -4029190 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4031083.000000 Penalty: 5124.228027
	Iteration 9F: 3 clusters Score -4031083 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4032426.000000 Penalty: 5124.228027
	Iteration 10Q: 3 clusters Score -4032426 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4033120.000000 Penalty: 5124.228027
	Iteration 11Q: 3 clusters Score -4033120 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4033473.750000 Penalty: 5124.228027
	Iteration 12Q: 3 clusters Score -4033474 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4033647.000000 Penalty: 5124.228027
	Iteration 13Q: 3 clusters Score -4033647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4033718.750000 Penalty: 5124.228027
	Iteration 14Q: 3 clusters Score -4033719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4033761.500000 Penalty: 5124.228027
	Iteration 15Q: 3 clusters Score -4033762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4033780.750000 Penalty: 5124.228027
	Iteration 16Q: 3 clusters Score -4033781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4033789.500000 Penalty: 5124.228027
	Iteration 17Q: 3 clusters Score -4033790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4033794.000000 Penalty: 5124.228027
	Iteration 18Q: 3 clusters Score -4033794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4033811.500000 Penalty: 5124.228027
	Iteration 19Q: 3 clusters Score -4033812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4033813.750000 Penalty: 5124.228027
	Iteration 20F: 3 clusters Score -4033814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4033816.750000 Penalty: 5124.228027
	Iteration 21Q: 3 clusters Score -4033817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4033821.500000 Penalty: 5124.228027
	Iteration 22Q: 3 clusters Score -4033822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4033825.250000 Penalty: 5124.228027
	Iteration 23Q: 3 clusters Score -4033825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -4033832.000000 Penalty: 5124.228027
	Iteration 24Q: 3 clusters Score -4033832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4033836.500000 Penalty: 5124.228027
	Iteration 25Q: 3 clusters Score -4033836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4033852.000000 Penalty: 5124.228027
	Iteration 26Q: 3 clusters Score -4033852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4033871.250000 Penalty: 5124.228027
	Iteration 27Q: 3 clusters Score -4033871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4033883.750000 Penalty: 5124.228027
	Iteration 28Q: 3 clusters Score -4033884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4033887.500000 Penalty: 5124.228027
	Iteration 29Q: 3 clusters Score -4033888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4033887.500000 Penalty: 5124.228027
	Iteration 30F: 3 clusters Score -4033888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (200331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200331 members 
Entering Unmasked Estep 
Score: -26791010.000000 Penalty: 3027.516113
	Iteration 0F: 2 clusters Score -2.679101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -26676314.000000 Penalty: 6055.032227
	Iteration 0F: 3 clusters Score -2.667631e+07 nChanged 96234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -26732692.000000 Penalty: 6055.032227
	Iteration 1F: 3 clusters Score -2.673269e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -26733592.000000 Penalty: 6055.032227
	Iteration 2Q: 3 clusters Score -2.673359e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -26735112.000000 Penalty: 6055.032227
	Iteration 3Q: 3 clusters Score -2.673511e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -26737376.000000 Penalty: 6055.032227
	Iteration 4Q: 3 clusters Score -2.673738e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -26741490.000000 Penalty: 6055.032227
	Iteration 5Q: 3 clusters Score -2.674149e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -26748248.000000 Penalty: 6055.032227
	Iteration 6F: 3 clusters Score -2.674825e+07 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -26757980.000000 Penalty: 6055.032227
	Iteration 7F: 3 clusters Score -2.675798e+07 nChanged 15541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -26768484.000000 Penalty: 6055.032227
	Iteration 8F: 3 clusters Score -2.676848e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 182634 members 
Entering Unmasked Estep 
Score: -26775938.000000 Penalty: 6055.032227
	Iteration 9F: 3 clusters Score -2.677594e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 189893 members 
Entering Unmasked Estep 
Score: -26780674.000000 Penalty: 6055.032227
	Iteration 10Q: 3 clusters Score -2.678067e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 193974 members 
Entering Unmasked Estep 
Score: -26783678.000000 Penalty: 6055.032227
	Iteration 11Q: 3 clusters Score -2.678368e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 196231 members 
Entering Unmasked Estep 
Score: -26785514.000000 Penalty: 6055.032227
	Iteration 12Q: 3 clusters Score -2.678551e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 197432 members 
Entering Unmasked Estep 
Score: -26786672.000000 Penalty: 6055.032227
	Iteration 13Q: 3 clusters Score -2.678667e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 198101 members 
Entering Unmasked Estep 
Score: -26787314.000000 Penalty: 6055.032227
	Iteration 14Q: 3 clusters Score -2.678731e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 198504 members 
Entering Unmasked Estep 
Score: -26787716.000000 Penalty: 6055.032227
	Iteration 15Q: 3 clusters Score -2.678772e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 198767 members 
Entering Unmasked Estep 
Score: -26788032.000000 Penalty: 6055.032227
	Iteration 16Q: 3 clusters Score -2.678803e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -26788196.000000 Penalty: 6055.032227
	Iteration 17Q: 3 clusters Score -2.67882e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 199023 members 
Entering Unmasked Estep 
Score: -26788314.000000 Penalty: 6055.032227
	Iteration 18Q: 3 clusters Score -2.678831e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 199082 members 
Entering Unmasked Estep 
Score: -26788332.000000 Penalty: 6055.032227
	Iteration 19Q: 3 clusters Score -2.678833e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 199116 members 
Entering Unmasked Estep 
Score: -26788412.000000 Penalty: 6055.032227
	Iteration 20F: 3 clusters Score -2.678841e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 199138 members 
Entering Unmasked Estep 
Score: -26788454.000000 Penalty: 6055.032227
	Iteration 21Q: 3 clusters Score -2.678845e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 199152 members 
Entering Unmasked Estep 
Score: -26788500.000000 Penalty: 6055.032227
	Iteration 22Q: 3 clusters Score -2.67885e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 199167 members 
Entering Unmasked Estep 
Score: -26788516.000000 Penalty: 6055.032227
	Iteration 23Q: 3 clusters Score -2.678852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 199182 members 
Entering Unmasked Estep 
Score: -26788564.000000 Penalty: 6055.032227
	Iteration 24Q: 3 clusters Score -2.678856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 199196 members 
Entering Unmasked Estep 
Score: -26788602.000000 Penalty: 6055.032227
	Iteration 25Q: 3 clusters Score -2.67886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 199211 members 
Entering Unmasked Estep 
Score: -26788598.000000 Penalty: 6055.032227
	Iteration 26Q: 3 clusters Score -2.67886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 199223 members 
Entering Unmasked Estep 
Score: -26788592.000000 Penalty: 6055.032227
	Iteration 27Q: 3 clusters Score -2.678859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 199229 members 
Entering Unmasked Estep 
Score: -26788634.000000 Penalty: 6055.032227
	Iteration 28Q: 3 clusters Score -2.678863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 199235 members 
Entering Unmasked Estep 
Score: -26788610.000000 Penalty: 6055.032227
	Iteration 29Q: 3 clusters Score -2.678861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 199234 members 
Entering Unmasked Estep 
Score: -26788614.000000 Penalty: 6055.032227
	Iteration 30Q: 3 clusters Score -2.678861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 199235 members 
Entering Unmasked Estep 
Score: -26788618.000000 Penalty: 6055.032227
	Iteration 31Q: 3 clusters Score -2.678862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 199238 members 
Entering Unmasked Estep 
Score: -26788598.000000 Penalty: 6055.032227
	Iteration 32Q: 3 clusters Score -2.67886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 199245 members 
Entering Unmasked Estep 
Score: -26788608.000000 Penalty: 6055.032227
	Iteration 33Q: 3 clusters Score -2.678861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 199247 members 
Entering Unmasked Estep 
Score: -26788606.000000 Penalty: 6055.032227
	Iteration 34Q: 3 clusters Score -2.678861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 199249 members 
Entering Unmasked Estep 
Score: -26788572.000000 Penalty: 6055.032227
	Iteration 35Q: 3 clusters Score -2.678857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 199251 members 
Entering Unmasked Estep 
Score: -26788606.000000 Penalty: 6055.032227
	Iteration 36Q: 3 clusters Score -2.678861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 199253 members 
Entering Unmasked Estep 
Score: -26788610.000000 Penalty: 6055.032227
	Iteration 37Q: 3 clusters Score -2.678861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 199254 members 
Entering Unmasked Estep 
Score: -26788618.000000 Penalty: 6055.032227
	Iteration 38Q: 3 clusters Score -2.678862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 199254 members 
Entering Unmasked Estep 
Score: -26788618.000000 Penalty: 6055.032227
	Iteration 39F: 3 clusters Score -2.678862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161811.781250 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161811.8 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 670 members 
Entering Unmasked Estep 
Score: -159859.437500 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159859.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -160989.625000 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -160989.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -161984.109375 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -161984.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -162205.593750 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -162205.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -162301.484375 Penalty: 3551.394287
	Iteration 4Q: 3 clusters Score -162301.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -162340.593750 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -162340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -162358.515625 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -162358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -162367.062500 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -162367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -162374.218750 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -162374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -162376.046875 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -162376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -162378.000000 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -162378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -162378.000000 Penalty: 3551.394287
	Iteration 11F: 3 clusters Score -162378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 22803 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 128003 members 
Mstep: Class 6 contains 231983 members 
Mstep: Class 7 contains 79089 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 184221 members 
Mstep: Class 10 contains 21112 members 
Mstep: Class 11 contains 42735 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 30672 members 
Mstep: Class 14 contains 200331 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 96424 members 
Mstep: Class 21 contains 16929 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 124048 members 
Mstep: Class 26 contains 72430 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 23358 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 7765 members 
Mstep: Class 32 contains 290 members 
Entering Unmasked Estep 
Score: -181064432.000000 Penalty: 112337.296875
Splitting cluster 15 changes total score from -181064848.000000 to -181064432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Entering Unmasked Estep 
Score: -1830538.750000 Penalty: 2369.532959
	Iteration 0F: 2 clusters Score -1830539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1820268.375000 Penalty: 4739.065918
	Iteration 0F: 3 clusters Score -1820268 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1823717.125000 Penalty: 4739.065918
	Iteration 1F: 3 clusters Score -1823717 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1824385.000000 Penalty: 4739.065918
	Iteration 2F: 3 clusters Score -1824385 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1825126.000000 Penalty: 4739.065918
	Iteration 3F: 3 clusters Score -1825126 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1825997.875000 Penalty: 4739.065918
	Iteration 4F: 3 clusters Score -1825998 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1826937.500000 Penalty: 4739.065918
	Iteration 5F: 3 clusters Score -1826938 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1827758.125000 Penalty: 4739.065918
	Iteration 6F: 3 clusters Score -1827758 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1828306.875000 Penalty: 4739.065918
	Iteration 7F: 3 clusters Score -1828307 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1828659.500000 Penalty: 4739.065918
	Iteration 8Q: 3 clusters Score -1828660 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1828897.000000 Penalty: 4739.065918
	Iteration 9Q: 3 clusters Score -1828897 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1829181.375000 Penalty: 4739.065918
	Iteration 10Q: 3 clusters Score -1829181 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1829533.125000 Penalty: 4739.065918
	Iteration 11Q: 3 clusters Score -1829533 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1829890.125000 Penalty: 4739.065918
	Iteration 12Q: 3 clusters Score -1829890 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1830132.000000 Penalty: 4739.065918
	Iteration 13Q: 3 clusters Score -1830132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1830250.750000 Penalty: 4739.065918
	Iteration 14Q: 3 clusters Score -1830251 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1830294.750000 Penalty: 4739.065918
	Iteration 15Q: 3 clusters Score -1830295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1830312.125000 Penalty: 4739.065918
	Iteration 16Q: 3 clusters Score -1830312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1830326.625000 Penalty: 4739.065918
	Iteration 17Q: 3 clusters Score -1830327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1830332.500000 Penalty: 4739.065918
	Iteration 18Q: 3 clusters Score -1830332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1830335.125000 Penalty: 4739.065918
	Iteration 19Q: 3 clusters Score -1830335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1830338.500000 Penalty: 4739.065918
	Iteration 20F: 3 clusters Score -1830338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1830339.500000 Penalty: 4739.065918
	Iteration 21Q: 3 clusters Score -1830340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1830338.000000 Penalty: 4739.065918
	Iteration 22Q: 3 clusters Score -1830338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1830343.125000 Penalty: 4739.065918
	Iteration 23Q: 3 clusters Score -1830343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1830339.500000 Penalty: 4739.065918
	Iteration 24Q: 3 clusters Score -1830340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1830336.625000 Penalty: 4739.065918
	Iteration 25Q: 3 clusters Score -1830337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1830337.750000 Penalty: 4739.065918
	Iteration 26Q: 3 clusters Score -1830338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1830337.750000 Penalty: 4739.065918
	Iteration 27F: 3 clusters Score -1830338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -564500.500000 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -564500.5 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 2263 members 
Entering Unmasked Estep 
Score: -560264.000000 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -560264 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -561250.625000 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -561250.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -561493.125000 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -561493.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -561646.250000 Penalty: 4169.727539
	Iteration 3F: 3 clusters Score -561646.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -561758.187500 Penalty: 4169.727539
	Iteration 4Q: 3 clusters Score -561758.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -561833.500000 Penalty: 4169.727539
	Iteration 5Q: 3 clusters Score -561833.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -561896.750000 Penalty: 4169.727539
	Iteration 6Q: 3 clusters Score -561896.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -561945.750000 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -561945.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -561990.187500 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -561990.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -562051.750000 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -562051.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -562124.812500 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -562124.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -562212.625000 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -562212.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -562304.687500 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -562304.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -562401.562500 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -562401.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -562498.375000 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -562498.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -562587.187500 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -562587.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -562657.687500 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -562657.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -562709.625000 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -562709.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -562759.312500 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -562759.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -562808.000000 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -562808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -562846.437500 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -562846.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -562871.687500 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -562871.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -562894.687500 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -562894.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -562910.750000 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -562910.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -562927.000000 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -562927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -562945.437500 Penalty: 4169.727539
	Iteration 25Q: 3 clusters Score -562945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -562953.875000 Penalty: 4169.727539
	Iteration 26Q: 3 clusters Score -562953.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -562958.437500 Penalty: 4169.727539
	Iteration 27Q: 3 clusters Score -562958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -562960.250000 Penalty: 4169.727539
	Iteration 28Q: 3 clusters Score -562960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -562965.937500 Penalty: 4169.727539
	Iteration 29Q: 3 clusters Score -562965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -562969.750000 Penalty: 4169.727539
	Iteration 30Q: 3 clusters Score -562969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -562970.937500 Penalty: 4169.727539
	Iteration 31Q: 3 clusters Score -562970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -562975.750000 Penalty: 4169.727539
	Iteration 32Q: 3 clusters Score -562975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -562981.750000 Penalty: 4169.727539
	Iteration 33Q: 3 clusters Score -562981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -562987.187500 Penalty: 4169.727539
	Iteration 34Q: 3 clusters Score -562987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -562992.125000 Penalty: 4169.727539
	Iteration 35Q: 3 clusters Score -562992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -562997.437500 Penalty: 4169.727539
	Iteration 36Q: 3 clusters Score -562997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -563003.062500 Penalty: 4169.727539
	Iteration 37Q: 3 clusters Score -563003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -563007.812500 Penalty: 4169.727539
	Iteration 38Q: 3 clusters Score -563007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -563014.437500 Penalty: 4169.727539
	Iteration 39Q: 3 clusters Score -563014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -563020.500000 Penalty: 4169.727539
	Iteration 40F: 3 clusters Score -563020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -563026.000000 Penalty: 4169.727539
	Iteration 41Q: 3 clusters Score -563026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -563029.000000 Penalty: 4169.727539
	Iteration 42Q: 3 clusters Score -563029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -563032.187500 Penalty: 4169.727539
	Iteration 43Q: 3 clusters Score -563032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -563034.250000 Penalty: 4169.727539
	Iteration 44Q: 3 clusters Score -563034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -563034.312500 Penalty: 4169.727539
	Iteration 45Q: 3 clusters Score -563034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -563034.625000 Penalty: 4169.727539
	Iteration 46Q: 3 clusters Score -563034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -563035.687500 Penalty: 4169.727539
	Iteration 47Q: 3 clusters Score -563035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -563038.000000 Penalty: 4169.727539
	Iteration 48Q: 3 clusters Score -563038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -563036.875000 Penalty: 4169.727539
	Iteration 49Q: 3 clusters Score -563036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -563037.375000 Penalty: 4169.727539
	Iteration 50Q: 3 clusters Score -563037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -563037.375000 Penalty: 4169.727539
	Iteration 51F: 3 clusters Score -563037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -936705.000000 Penalty: 2198.947266
	Iteration 0F: 2 clusters Score -936705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -930924.375000 Penalty: 4397.894531
	Iteration 0F: 3 clusters Score -930924.4 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -932367.375000 Penalty: 4397.894531
	Iteration 1F: 3 clusters Score -932367.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -932631.750000 Penalty: 4397.894531
	Iteration 2F: 3 clusters Score -932631.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -932819.812500 Penalty: 4397.894531
	Iteration 3F: 3 clusters Score -932819.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -932966.875000 Penalty: 4397.894531
	Iteration 4Q: 3 clusters Score -932966.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -933118.312500 Penalty: 4397.894531
	Iteration 5Q: 3 clusters Score -933118.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -933277.750000 Penalty: 4397.894531
	Iteration 6Q: 3 clusters Score -933277.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -933461.000000 Penalty: 4397.894531
	Iteration 7Q: 3 clusters Score -933461 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -933683.312500 Penalty: 4397.894531
	Iteration 8Q: 3 clusters Score -933683.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -933896.187500 Penalty: 4397.894531
	Iteration 9Q: 3 clusters Score -933896.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -934106.562500 Penalty: 4397.894531
	Iteration 10Q: 3 clusters Score -934106.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -934299.812500 Penalty: 4397.894531
	Iteration 11Q: 3 clusters Score -934299.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -934424.125000 Penalty: 4397.894531
	Iteration 12Q: 3 clusters Score -934424.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -934484.812500 Penalty: 4397.894531
	Iteration 13Q: 3 clusters Score -934484.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -934527.437500 Penalty: 4397.894531
	Iteration 14Q: 3 clusters Score -934527.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -934562.750000 Penalty: 4397.894531
	Iteration 15Q: 3 clusters Score -934562.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -934588.625000 Penalty: 4397.894531
	Iteration 16Q: 3 clusters Score -934588.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -934611.875000 Penalty: 4397.894531
	Iteration 17Q: 3 clusters Score -934611.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -934625.437500 Penalty: 4397.894531
	Iteration 18Q: 3 clusters Score -934625.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -934634.687500 Penalty: 4397.894531
	Iteration 19Q: 3 clusters Score -934634.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -934644.500000 Penalty: 4397.894531
	Iteration 20F: 3 clusters Score -934644.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -934654.062500 Penalty: 4397.894531
	Iteration 21Q: 3 clusters Score -934654.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -934656.937500 Penalty: 4397.894531
	Iteration 22Q: 3 clusters Score -934656.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -934667.312500 Penalty: 4397.894531
	Iteration 23Q: 3 clusters Score -934667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -934669.687500 Penalty: 4397.894531
	Iteration 24Q: 3 clusters Score -934669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -934676.000000 Penalty: 4397.894531
	Iteration 25Q: 3 clusters Score -934676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -934679.375000 Penalty: 4397.894531
	Iteration 26Q: 3 clusters Score -934679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -934682.875000 Penalty: 4397.894531
	Iteration 27Q: 3 clusters Score -934682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -934683.750000 Penalty: 4397.894531
	Iteration 28Q: 3 clusters Score -934683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -934685.000000 Penalty: 4397.894531
	Iteration 29Q: 3 clusters Score -934685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -934685.250000 Penalty: 4397.894531
	Iteration 30Q: 3 clusters Score -934685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -934686.687500 Penalty: 4397.894531
	Iteration 31Q: 3 clusters Score -934686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -934690.000000 Penalty: 4397.894531
	Iteration 32Q: 3 clusters Score -934690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -934691.687500 Penalty: 4397.894531
	Iteration 33Q: 3 clusters Score -934691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -934690.937500 Penalty: 4397.894531
	Iteration 34Q: 3 clusters Score -934690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -934693.125000 Penalty: 4397.894531
	Iteration 35Q: 3 clusters Score -934693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -934693.750000 Penalty: 4397.894531
	Iteration 36Q: 3 clusters Score -934693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -934694.375000 Penalty: 4397.894531
	Iteration 37Q: 3 clusters Score -934694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -934693.562500 Penalty: 4397.894531
	Iteration 38Q: 3 clusters Score -934693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -934694.375000 Penalty: 4397.894531
	Iteration 39Q: 3 clusters Score -934694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -934696.750000 Penalty: 4397.894531
	Iteration 40F: 3 clusters Score -934696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -934695.437500 Penalty: 4397.894531
	Iteration 41Q: 3 clusters Score -934695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -934697.500000 Penalty: 4397.894531
	Iteration 42Q: 3 clusters Score -934697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -934698.000000 Penalty: 4397.894531
	Iteration 43Q: 3 clusters Score -934698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -934697.562500 Penalty: 4397.894531
	Iteration 44Q: 3 clusters Score -934697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -934699.062500 Penalty: 4397.894531
	Iteration 45Q: 3 clusters Score -934699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -934700.875000 Penalty: 4397.894531
	Iteration 46Q: 3 clusters Score -934700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -934700.125000 Penalty: 4397.894531
	Iteration 47Q: 3 clusters Score -934700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -934701.750000 Penalty: 4397.894531
	Iteration 48Q: 3 clusters Score -934701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -934701.062500 Penalty: 4397.894531
	Iteration 49Q: 3 clusters Score -934701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -934701.562500 Penalty: 4397.894531
	Iteration 50Q: 3 clusters Score -934701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -934703.250000 Penalty: 4397.894531
	Iteration 51Q: 3 clusters Score -934703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -934702.000000 Penalty: 4397.894531
	Iteration 52Q: 3 clusters Score -934702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -934702.000000 Penalty: 4397.894531
	Iteration 53F: 3 clusters Score -934702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1230275.500000 Penalty: 2271.156250
	Iteration 0F: 2 clusters Score -1230276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1222904.500000 Penalty: 4542.312500
	Iteration 0F: 3 clusters Score -1222904 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1225153.875000 Penalty: 4542.312500
	Iteration 1F: 3 clusters Score -1225154 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1225503.250000 Penalty: 4542.312500
	Iteration 2F: 3 clusters Score -1225503 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1225812.250000 Penalty: 4542.312500
	Iteration 3F: 3 clusters Score -1225812 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1226148.750000 Penalty: 4542.312500
	Iteration 4F: 3 clusters Score -1226149 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1226533.875000 Penalty: 4542.312500
	Iteration 5F: 3 clusters Score -1226534 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1226968.875000 Penalty: 4542.312500
	Iteration 6F: 3 clusters Score -1226969 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1227327.250000 Penalty: 4542.312500
	Iteration 7F: 3 clusters Score -1227327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1227588.125000 Penalty: 4542.312500
	Iteration 8Q: 3 clusters Score -1227588 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1227814.250000 Penalty: 4542.312500
	Iteration 9Q: 3 clusters Score -1227814 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1228037.125000 Penalty: 4542.312500
	Iteration 10Q: 3 clusters Score -1228037 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1228215.750000 Penalty: 4542.312500
	Iteration 11Q: 3 clusters Score -1228216 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1228357.375000 Penalty: 4542.312500
	Iteration 12Q: 3 clusters Score -1228357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1228489.125000 Penalty: 4542.312500
	Iteration 13Q: 3 clusters Score -1228489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1228633.000000 Penalty: 4542.312500
	Iteration 14Q: 3 clusters Score -1228633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1228790.500000 Penalty: 4542.312500
	Iteration 15Q: 3 clusters Score -1228790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1228937.875000 Penalty: 4542.312500
	Iteration 16Q: 3 clusters Score -1228938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1229044.750000 Penalty: 4542.312500
	Iteration 17Q: 3 clusters Score -1229045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1229116.750000 Penalty: 4542.312500
	Iteration 18Q: 3 clusters Score -1229117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1229157.625000 Penalty: 4542.312500
	Iteration 19Q: 3 clusters Score -1229158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1229187.750000 Penalty: 4542.312500
	Iteration 20F: 3 clusters Score -1229188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1229211.500000 Penalty: 4542.312500
	Iteration 21Q: 3 clusters Score -1229212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1229227.750000 Penalty: 4542.312500
	Iteration 22Q: 3 clusters Score -1229228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1229233.625000 Penalty: 4542.312500
	Iteration 23Q: 3 clusters Score -1229234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1229239.250000 Penalty: 4542.312500
	Iteration 24Q: 3 clusters Score -1229239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1229241.000000 Penalty: 4542.312500
	Iteration 25Q: 3 clusters Score -1229241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1229239.875000 Penalty: 4542.312500
	Iteration 26Q: 3 clusters Score -1229240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1229242.375000 Penalty: 4542.312500
	Iteration 27Q: 3 clusters Score -1229242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1229242.250000 Penalty: 4542.312500
	Iteration 28Q: 3 clusters Score -1229242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1229245.250000 Penalty: 4542.312500
	Iteration 29Q: 3 clusters Score -1229245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1229248.250000 Penalty: 4542.312500
	Iteration 30Q: 3 clusters Score -1229248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1229248.250000 Penalty: 4542.312500
	Iteration 31F: 3 clusters Score -1229248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Entering Unmasked Estep 
Score: -12861148.000000 Penalty: 2846.174561
	Iteration 0F: 2 clusters Score -1.286115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -12796841.000000 Penalty: 5692.349121
	Iteration 0F: 3 clusters Score -1.279684e+07 nChanged 45591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -12822398.000000 Penalty: 5692.349121
	Iteration 1F: 3 clusters Score -1.28224e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -12823041.000000 Penalty: 5692.349121
	Iteration 2Q: 3 clusters Score -1.282304e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -12823957.000000 Penalty: 5692.349121
	Iteration 3Q: 3 clusters Score -1.282396e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -12825010.000000 Penalty: 5692.349121
	Iteration 4Q: 3 clusters Score -1.282501e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -12826518.000000 Penalty: 5692.349121
	Iteration 5Q: 3 clusters Score -1.282652e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -12828663.000000 Penalty: 5692.349121
	Iteration 6Q: 3 clusters Score -1.282866e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -12831810.000000 Penalty: 5692.349121
	Iteration 7F: 3 clusters Score -1.283181e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -12835860.000000 Penalty: 5692.349121
	Iteration 8F: 3 clusters Score -1.283586e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -12840540.000000 Penalty: 5692.349121
	Iteration 9F: 3 clusters Score -1.284054e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -12845359.000000 Penalty: 5692.349121
	Iteration 10F: 3 clusters Score -1.284536e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -12850131.000000 Penalty: 5692.349121
	Iteration 11F: 3 clusters Score -1.285013e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -12853887.000000 Penalty: 5692.349121
	Iteration 12Q: 3 clusters Score -1.285389e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -12856252.000000 Penalty: 5692.349121
	Iteration 13Q: 3 clusters Score -1.285625e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -12857614.000000 Penalty: 5692.349121
	Iteration 14Q: 3 clusters Score -1.285761e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12858209.000000 Penalty: 5692.349121
	Iteration 15Q: 3 clusters Score -1.285821e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -12858496.000000 Penalty: 5692.349121
	Iteration 16Q: 3 clusters Score -1.28585e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -12858701.000000 Penalty: 5692.349121
	Iteration 17Q: 3 clusters Score -1.28587e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -12858857.000000 Penalty: 5692.349121
	Iteration 18Q: 3 clusters Score -1.285886e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -12858921.000000 Penalty: 5692.349121
	Iteration 19Q: 3 clusters Score -1.285892e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -12858991.000000 Penalty: 5692.349121
	Iteration 20F: 3 clusters Score -1.285899e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -12859022.000000 Penalty: 5692.349121
	Iteration 21Q: 3 clusters Score -1.285902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -12859061.000000 Penalty: 5692.349121
	Iteration 22Q: 3 clusters Score -1.285906e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -12859046.000000 Penalty: 5692.349121
	Iteration 23Q: 3 clusters Score -1.285905e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -12859038.000000 Penalty: 5692.349121
	Iteration 24Q: 3 clusters Score -1.285904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -12859063.000000 Penalty: 5692.349121
	Iteration 25Q: 3 clusters Score -1.285906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -12859082.000000 Penalty: 5692.349121
	Iteration 26Q: 3 clusters Score -1.285908e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -12859085.000000 Penalty: 5692.349121
	Iteration 27Q: 3 clusters Score -1.285908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -12859104.000000 Penalty: 5692.349121
	Iteration 28Q: 3 clusters Score -1.28591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -12859084.000000 Penalty: 5692.349121
	Iteration 29Q: 3 clusters Score -1.285908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -12859104.000000 Penalty: 5692.349121
	Iteration 30Q: 3 clusters Score -1.28591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -12859114.000000 Penalty: 5692.349121
	Iteration 31Q: 3 clusters Score -1.285911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -12859110.000000 Penalty: 5692.349121
	Iteration 32Q: 3 clusters Score -1.285911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -12859095.000000 Penalty: 5692.349121
	Iteration 33Q: 3 clusters Score -1.28591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -12859115.000000 Penalty: 5692.349121
	Iteration 34Q: 3 clusters Score -1.285912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -12859103.000000 Penalty: 5692.349121
	Iteration 35Q: 3 clusters Score -1.28591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -12859116.000000 Penalty: 5692.349121
	Iteration 36Q: 3 clusters Score -1.285912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -12859133.000000 Penalty: 5692.349121
	Iteration 37Q: 3 clusters Score -1.285913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -12859129.000000 Penalty: 5692.349121
	Iteration 38Q: 3 clusters Score -1.285913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12859133.000000 Penalty: 5692.349121
	Iteration 39Q: 3 clusters Score -1.285913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -12859133.000000 Penalty: 5692.349121
	Iteration 40F: 3 clusters Score -1.285913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -12859138.000000 Penalty: 5692.349121
	Iteration 41Q: 3 clusters Score -1.285914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -12859162.000000 Penalty: 5692.349121
	Iteration 42Q: 3 clusters Score -1.285916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -12859149.000000 Penalty: 5692.349121
	Iteration 43Q: 3 clusters Score -1.285915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -12859146.000000 Penalty: 5692.349121
	Iteration 44Q: 3 clusters Score -1.285915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -12859142.000000 Penalty: 5692.349121
	Iteration 45Q: 3 clusters Score -1.285914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -12859145.000000 Penalty: 5692.349121
	Iteration 46Q: 3 clusters Score -1.285914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -12859150.000000 Penalty: 5692.349121
	Iteration 47Q: 3 clusters Score -1.285915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -12859155.000000 Penalty: 5692.349121
	Iteration 48Q: 3 clusters Score -1.285916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -12859147.000000 Penalty: 5692.349121
	Iteration 49Q: 3 clusters Score -1.285915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12859146.000000 Penalty: 5692.349121
	Iteration 50Q: 3 clusters Score -1.285915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -12859152.000000 Penalty: 5692.349121
	Iteration 51Q: 3 clusters Score -1.285915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -12859151.000000 Penalty: 5692.349121
	Iteration 52Q: 3 clusters Score -1.285915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -12859156.000000 Penalty: 5692.349121
	Iteration 53Q: 3 clusters Score -1.285916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -12859156.000000 Penalty: 5692.349121
	Iteration 54F: 3 clusters Score -1.285916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Entering Unmasked Estep 
Score: -2208329.500000 Penalty: 2414.722168
	Iteration 0F: 2 clusters Score -2208330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2196138.750000 Penalty: 4829.444336
	Iteration 0F: 3 clusters Score -2196139 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2200293.750000 Penalty: 4829.444336
	Iteration 1F: 3 clusters Score -2200294 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2200776.000000 Penalty: 4829.444336
	Iteration 2F: 3 clusters Score -2200776 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2201253.000000 Penalty: 4829.444336
	Iteration 3F: 3 clusters Score -2201253 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2201772.500000 Penalty: 4829.444336
	Iteration 4F: 3 clusters Score -2201772 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2202375.500000 Penalty: 4829.444336
	Iteration 5F: 3 clusters Score -2202376 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2203046.750000 Penalty: 4829.444336
	Iteration 6F: 3 clusters Score -2203047 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2203728.000000 Penalty: 4829.444336
	Iteration 7F: 3 clusters Score -2203728 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2204410.000000 Penalty: 4829.444336
	Iteration 8F: 3 clusters Score -2204410 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2205060.500000 Penalty: 4829.444336
	Iteration 9F: 3 clusters Score -2205060 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2205569.000000 Penalty: 4829.444336
	Iteration 10Q: 3 clusters Score -2205569 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2205963.000000 Penalty: 4829.444336
	Iteration 11Q: 3 clusters Score -2205963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2206197.500000 Penalty: 4829.444336
	Iteration 12Q: 3 clusters Score -2206198 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2206339.000000 Penalty: 4829.444336
	Iteration 13Q: 3 clusters Score -2206339 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2206457.000000 Penalty: 4829.444336
	Iteration 14Q: 3 clusters Score -2206457 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2206536.250000 Penalty: 4829.444336
	Iteration 15Q: 3 clusters Score -2206536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2206604.250000 Penalty: 4829.444336
	Iteration 16Q: 3 clusters Score -2206604 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2206672.250000 Penalty: 4829.444336
	Iteration 17Q: 3 clusters Score -2206672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2206723.000000 Penalty: 4829.444336
	Iteration 18Q: 3 clusters Score -2206723 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2206761.500000 Penalty: 4829.444336
	Iteration 19Q: 3 clusters Score -2206762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2206791.250000 Penalty: 4829.444336
	Iteration 20F: 3 clusters Score -2206791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2206812.500000 Penalty: 4829.444336
	Iteration 21Q: 3 clusters Score -2206812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2206842.500000 Penalty: 4829.444336
	Iteration 22Q: 3 clusters Score -2206842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2206867.250000 Penalty: 4829.444336
	Iteration 23Q: 3 clusters Score -2206867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2206889.250000 Penalty: 4829.444336
	Iteration 24Q: 3 clusters Score -2206889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2206915.500000 Penalty: 4829.444336
	Iteration 25Q: 3 clusters Score -2206916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2206928.750000 Penalty: 4829.444336
	Iteration 26Q: 3 clusters Score -2206929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2206943.750000 Penalty: 4829.444336
	Iteration 27Q: 3 clusters Score -2206944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2206962.500000 Penalty: 4829.444336
	Iteration 28Q: 3 clusters Score -2206962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2206982.000000 Penalty: 4829.444336
	Iteration 29Q: 3 clusters Score -2206982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2207010.750000 Penalty: 4829.444336
	Iteration 30Q: 3 clusters Score -2207011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2207027.000000 Penalty: 4829.444336
	Iteration 31Q: 3 clusters Score -2207027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2207050.750000 Penalty: 4829.444336
	Iteration 32Q: 3 clusters Score -2207051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2207067.500000 Penalty: 4829.444336
	Iteration 33Q: 3 clusters Score -2207068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2207098.000000 Penalty: 4829.444336
	Iteration 34Q: 3 clusters Score -2207098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2207109.250000 Penalty: 4829.444336
	Iteration 35Q: 3 clusters Score -2207109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2207121.750000 Penalty: 4829.444336
	Iteration 36Q: 3 clusters Score -2207122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2207120.500000 Penalty: 4829.444336
	Iteration 37Q: 3 clusters Score -2207120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2207124.250000 Penalty: 4829.444336
	Iteration 38Q: 3 clusters Score -2207124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2207129.250000 Penalty: 4829.444336
	Iteration 39Q: 3 clusters Score -2207129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2207139.500000 Penalty: 4829.444336
	Iteration 40F: 3 clusters Score -2207140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2207145.000000 Penalty: 4829.444336
	Iteration 41Q: 3 clusters Score -2207145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2207144.250000 Penalty: 4829.444336
	Iteration 42Q: 3 clusters Score -2207144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2207151.000000 Penalty: 4829.444336
	Iteration 43Q: 3 clusters Score -2207151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2207148.000000 Penalty: 4829.444336
	Iteration 44Q: 3 clusters Score -2207148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2207155.500000 Penalty: 4829.444336
	Iteration 45Q: 3 clusters Score -2207156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 4829.444336
	Iteration 46Q: 3 clusters Score -2207160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2207156.500000 Penalty: 4829.444336
	Iteration 47Q: 3 clusters Score -2207156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2207158.000000 Penalty: 4829.444336
	Iteration 48Q: 3 clusters Score -2207158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2207158.500000 Penalty: 4829.444336
	Iteration 49Q: 3 clusters Score -2207158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2207155.500000 Penalty: 4829.444336
	Iteration 50Q: 3 clusters Score -2207156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2207156.250000 Penalty: 4829.444336
	Iteration 51Q: 3 clusters Score -2207156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2207156.000000 Penalty: 4829.444336
	Iteration 52Q: 3 clusters Score -2207156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2207156.500000 Penalty: 4829.444336
	Iteration 53Q: 3 clusters Score -2207156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2207155.750000 Penalty: 4829.444336
	Iteration 54Q: 3 clusters Score -2207156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2207157.000000 Penalty: 4829.444336
	Iteration 55Q: 3 clusters Score -2207157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 4829.444336
	Iteration 56Q: 3 clusters Score -2207160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 4829.444336
	Iteration 57F: 3 clusters Score -2207160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -451076.312500 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -451076.3 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 1823 members 
Entering Unmasked Estep 
Score: -447468.906250 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -447468.9 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -448199.250000 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -448199.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -448428.562500 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -448428.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -448612.218750 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -448612.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -448765.625000 Penalty: 4060.209961
	Iteration 4F: 3 clusters Score -448765.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -448896.375000 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -448896.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -449004.437500 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -449004.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -449104.250000 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -449104.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -449185.468750 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -449185.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -449240.187500 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -449240.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -449287.656250 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -449287.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -449332.156250 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -449332.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -449361.531250 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -449361.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -449390.812500 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -449390.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -449418.250000 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -449418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -449440.937500 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -449440.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -449464.593750 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -449464.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -449485.187500 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -449485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -449502.375000 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -449502.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -449518.843750 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -449518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -449527.312500 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -449527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -449532.531250 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -449532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -449539.750000 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -449539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -449546.125000 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -449546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -449549.187500 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -449549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -449553.125000 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -449553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449555.375000 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -449555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -449554.968750 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -449555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -449556.718750 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -449556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -449558.062500 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -449558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -449559.656250 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -449559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -449560.937500 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -449560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449562.218750 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -449562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449563.968750 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -449564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449565.125000 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -449565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -449565.843750 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -449565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -449568.406250 Penalty: 4060.209961
	Iteration 36Q: 3 clusters Score -449568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -449569.562500 Penalty: 4060.209961
	Iteration 37Q: 3 clusters Score -449569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -449569.312500 Penalty: 4060.209961
	Iteration 38Q: 3 clusters Score -449569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -449571.437500 Penalty: 4060.209961
	Iteration 39Q: 3 clusters Score -449571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -449572.875000 Penalty: 4060.209961
	Iteration 40F: 3 clusters Score -449572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -449573.750000 Penalty: 4060.209961
	Iteration 41Q: 3 clusters Score -449573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449576.218750 Penalty: 4060.209961
	Iteration 42Q: 3 clusters Score -449576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -449577.000000 Penalty: 4060.209961
	Iteration 43Q: 3 clusters Score -449577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -449578.625000 Penalty: 4060.209961
	Iteration 44Q: 3 clusters Score -449578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -449578.906250 Penalty: 4060.209961
	Iteration 45Q: 3 clusters Score -449578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -449578.906250 Penalty: 4060.209961
	Iteration 46F: 3 clusters Score -449578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -443547.156250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -443547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -439906.125000 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -439906.1 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -440875.437500 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -440875.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -441225.437500 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -441225.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -441545.968750 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -441546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -441841.281250 Penalty: 4063.926514
	Iteration 4F: 3 clusters Score -441841.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442063.281250 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -442063.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -442242.656250 Penalty: 4063.926514
	Iteration 6F: 3 clusters Score -442242.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -442375.687500 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -442375.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -442511.281250 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -442511.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -442637.156250 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -442637.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -442738.656250 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -442738.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -442825.187500 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -442825.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -442902.250000 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -442902.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -442960.562500 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -442960.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -442997.156250 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -442997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -443023.718750 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -443023.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -443039.187500 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -443039.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -443045.187500 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -443045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -443049.375000 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -443049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -443053.312500 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -443053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -443057.406250 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -443057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -443061.468750 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -443061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -443063.750000 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -443063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -443064.031250 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -443064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -443064.218750 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -443064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -443064.906250 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -443064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -443064.906250 Penalty: 4063.926514
	Iteration 26F: 3 clusters Score -443064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163550.390625 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163550.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164005.515625 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164005.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -164260.140625 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164260.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164402.375000 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -164402.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164528.781250 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -164528.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164685.562500 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -164685.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -164929.437500 Penalty: 3572.150391
	Iteration 6F: 3 clusters Score -164929.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -165436.156250 Penalty: 3572.150391
	Iteration 7F: 3 clusters Score -165436.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -165671.750000 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -165671.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -165754.781250 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -165754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -165833.156250 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -165833.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -165915.218750 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -165915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -165989.671875 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -165989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -166004.671875 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -166004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -166009.593750 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -166009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -166009.593750 Penalty: 3572.150391
	Iteration 15F: 3 clusters Score -166009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 22803 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 128003 members 
Mstep: Class 6 contains 231983 members 
Mstep: Class 7 contains 79089 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 184221 members 
Mstep: Class 10 contains 21112 members 
Mstep: Class 11 contains 42735 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 30672 members 
Mstep: Class 14 contains 200331 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 96424 members 
Mstep: Class 21 contains 16929 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 124048 members 
Mstep: Class 26 contains 72430 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 23358 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 7765 members 
Mstep: Class 32 contains 299 members 
Entering Unmasked Estep 
Score: -181064400.000000 Penalty: 112337.296875
Splitting cluster 24 changes total score from -181064848.000000 to -181064400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (124048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Entering Unmasked Estep 
Score: -15494953.000000 Penalty: 2908.649170
	Iteration 0F: 2 clusters Score -1.549495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -15411732.000000 Penalty: 5817.298340
	Iteration 0F: 3 clusters Score -1.541173e+07 nChanged 59242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -15446320.000000 Penalty: 5817.298340
	Iteration 1F: 3 clusters Score -1.544632e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -15447903.000000 Penalty: 5817.298340
	Iteration 2Q: 3 clusters Score -1.54479e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -15449764.000000 Penalty: 5817.298340
	Iteration 3Q: 3 clusters Score -1.544976e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -15452279.000000 Penalty: 5817.298340
	Iteration 4Q: 3 clusters Score -1.545228e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -15455465.000000 Penalty: 5817.298340
	Iteration 5F: 3 clusters Score -1.545546e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -15459620.000000 Penalty: 5817.298340
	Iteration 6F: 3 clusters Score -1.545962e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -15464110.000000 Penalty: 5817.298340
	Iteration 7F: 3 clusters Score -1.546411e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -15469203.000000 Penalty: 5817.298340
	Iteration 8F: 3 clusters Score -1.54692e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -15473684.000000 Penalty: 5817.298340
	Iteration 9F: 3 clusters Score -1.547368e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -15477110.000000 Penalty: 5817.298340
	Iteration 10Q: 3 clusters Score -1.547711e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -15479589.000000 Penalty: 5817.298340
	Iteration 11Q: 3 clusters Score -1.547959e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -15481627.000000 Penalty: 5817.298340
	Iteration 12Q: 3 clusters Score -1.548163e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -15483210.000000 Penalty: 5817.298340
	Iteration 13Q: 3 clusters Score -1.548321e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -15484625.000000 Penalty: 5817.298340
	Iteration 14Q: 3 clusters Score -1.548462e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -15486021.000000 Penalty: 5817.298340
	Iteration 15Q: 3 clusters Score -1.548602e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115754 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -15487351.000000 Penalty: 5817.298340
	Iteration 16Q: 3 clusters Score -1.548735e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -15488592.000000 Penalty: 5817.298340
	Iteration 17Q: 3 clusters Score -1.548859e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -15489599.000000 Penalty: 5817.298340
	Iteration 18Q: 3 clusters Score -1.54896e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15490498.000000 Penalty: 5817.298340
	Iteration 19Q: 3 clusters Score -1.54905e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -15491295.000000 Penalty: 5817.298340
	Iteration 20F: 3 clusters Score -1.54913e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15491819.000000 Penalty: 5817.298340
	Iteration 21Q: 3 clusters Score -1.549182e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122691 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15492171.000000 Penalty: 5817.298340
	Iteration 22Q: 3 clusters Score -1.549217e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -15492343.000000 Penalty: 5817.298340
	Iteration 23Q: 3 clusters Score -1.549234e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15492493.000000 Penalty: 5817.298340
	Iteration 24Q: 3 clusters Score -1.549249e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15492561.000000 Penalty: 5817.298340
	Iteration 25Q: 3 clusters Score -1.549256e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15492624.000000 Penalty: 5817.298340
	Iteration 26Q: 3 clusters Score -1.549262e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15492693.000000 Penalty: 5817.298340
	Iteration 27Q: 3 clusters Score -1.549269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123186 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15492723.000000 Penalty: 5817.298340
	Iteration 28Q: 3 clusters Score -1.549272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15492726.000000 Penalty: 5817.298340
	Iteration 29Q: 3 clusters Score -1.549273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -15492762.000000 Penalty: 5817.298340
	Iteration 30Q: 3 clusters Score -1.549276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15492794.000000 Penalty: 5817.298340
	Iteration 31Q: 3 clusters Score -1.549279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15492828.000000 Penalty: 5817.298340
	Iteration 32Q: 3 clusters Score -1.549283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123234 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15492836.000000 Penalty: 5817.298340
	Iteration 33Q: 3 clusters Score -1.549284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15492840.000000 Penalty: 5817.298340
	Iteration 34Q: 3 clusters Score -1.549284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15492860.000000 Penalty: 5817.298340
	Iteration 35Q: 3 clusters Score -1.549286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123246 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15492901.000000 Penalty: 5817.298340
	Iteration 36Q: 3 clusters Score -1.54929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15492897.000000 Penalty: 5817.298340
	Iteration 37Q: 3 clusters Score -1.54929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15492903.000000 Penalty: 5817.298340
	Iteration 38Q: 3 clusters Score -1.54929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15492923.000000 Penalty: 5817.298340
	Iteration 39Q: 3 clusters Score -1.549292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -15492920.000000 Penalty: 5817.298340
	Iteration 40F: 3 clusters Score -1.549292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -15492941.000000 Penalty: 5817.298340
	Iteration 41Q: 3 clusters Score -1.549294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123212 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15492952.000000 Penalty: 5817.298340
	Iteration 42Q: 3 clusters Score -1.549295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15492969.000000 Penalty: 5817.298340
	Iteration 43Q: 3 clusters Score -1.549297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15492977.000000 Penalty: 5817.298340
	Iteration 44Q: 3 clusters Score -1.549298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15492979.000000 Penalty: 5817.298340
	Iteration 45Q: 3 clusters Score -1.549298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15492999.000000 Penalty: 5817.298340
	Iteration 46Q: 3 clusters Score -1.5493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15493002.000000 Penalty: 5817.298340
	Iteration 47Q: 3 clusters Score -1.5493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15493008.000000 Penalty: 5817.298340
	Iteration 48Q: 3 clusters Score -1.549301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15493009.000000 Penalty: 5817.298340
	Iteration 49Q: 3 clusters Score -1.549301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15493000.000000 Penalty: 5817.298340
	Iteration 50Q: 3 clusters Score -1.5493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15493015.000000 Penalty: 5817.298340
	Iteration 51Q: 3 clusters Score -1.549302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15493005.000000 Penalty: 5817.298340
	Iteration 52Q: 3 clusters Score -1.5493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15493014.000000 Penalty: 5817.298340
	Iteration 53Q: 3 clusters Score -1.549301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15493013.000000 Penalty: 5817.298340
	Iteration 54Q: 3 clusters Score -1.549301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15493018.000000 Penalty: 5817.298340
	Iteration 55Q: 3 clusters Score -1.549302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15493017.000000 Penalty: 5817.298340
	Iteration 56Q: 3 clusters Score -1.549302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15493025.000000 Penalty: 5817.298340
	Iteration 57Q: 3 clusters Score -1.549302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15493028.000000 Penalty: 5817.298340
	Iteration 58Q: 3 clusters Score -1.549303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15493030.000000 Penalty: 5817.298340
	Iteration 59Q: 3 clusters Score -1.549303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15493030.000000 Penalty: 5817.298340
	Iteration 60F: 3 clusters Score -1.549303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15493022.000000 Penalty: 5817.298340
	Iteration 61Q: 3 clusters Score -1.549302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15493029.000000 Penalty: 5817.298340
	Iteration 62Q: 3 clusters Score -1.549303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15493029.000000 Penalty: 5817.298340
	Iteration 63F: 3 clusters Score -1.549303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (72430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Entering Unmasked Estep 
Score: -9606989.000000 Penalty: 2775.213379
	Iteration 0F: 2 clusters Score -9606989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -9558425.000000 Penalty: 5550.426758
	Iteration 0F: 3 clusters Score -9558425 nChanged 34187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -9577626.000000 Penalty: 5550.426758
	Iteration 1F: 3 clusters Score -9577626 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9578639.000000 Penalty: 5550.426758
	Iteration 2Q: 3 clusters Score -9578639 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9579720.000000 Penalty: 5550.426758
	Iteration 3Q: 3 clusters Score -9579720 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -9581280.000000 Penalty: 5550.426758
	Iteration 4Q: 3 clusters Score -9581280 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -9583513.000000 Penalty: 5550.426758
	Iteration 5F: 3 clusters Score -9583513 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -9586529.000000 Penalty: 5550.426758
	Iteration 6F: 3 clusters Score -9586529 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -9590234.000000 Penalty: 5550.426758
	Iteration 7F: 3 clusters Score -9590234 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -9594084.000000 Penalty: 5550.426758
	Iteration 8F: 3 clusters Score -9594084 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -9597708.000000 Penalty: 5550.426758
	Iteration 9F: 3 clusters Score -9597708 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -9600458.000000 Penalty: 5550.426758
	Iteration 10Q: 3 clusters Score -9600458 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -9602310.000000 Penalty: 5550.426758
	Iteration 11Q: 3 clusters Score -9602310 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9603348.000000 Penalty: 5550.426758
	Iteration 12Q: 3 clusters Score -9603348 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9603944.000000 Penalty: 5550.426758
	Iteration 13Q: 3 clusters Score -9603944 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9604262.000000 Penalty: 5550.426758
	Iteration 14Q: 3 clusters Score -9604262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9604425.000000 Penalty: 5550.426758
	Iteration 15Q: 3 clusters Score -9604425 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9604519.000000 Penalty: 5550.426758
	Iteration 16Q: 3 clusters Score -9604519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9604557.000000 Penalty: 5550.426758
	Iteration 17Q: 3 clusters Score -9604557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9604588.000000 Penalty: 5550.426758
	Iteration 18Q: 3 clusters Score -9604588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9604613.000000 Penalty: 5550.426758
	Iteration 19Q: 3 clusters Score -9604613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9604647.000000 Penalty: 5550.426758
	Iteration 20F: 3 clusters Score -9604647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9604668.000000 Penalty: 5550.426758
	Iteration 21Q: 3 clusters Score -9604668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9604682.000000 Penalty: 5550.426758
	Iteration 22Q: 3 clusters Score -9604682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9604697.000000 Penalty: 5550.426758
	Iteration 23Q: 3 clusters Score -9604697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9604697.000000 Penalty: 5550.426758
	Iteration 24Q: 3 clusters Score -9604697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9604707.000000 Penalty: 5550.426758
	Iteration 25Q: 3 clusters Score -9604707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9604714.000000 Penalty: 5550.426758
	Iteration 26Q: 3 clusters Score -9604714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9604710.000000 Penalty: 5550.426758
	Iteration 27Q: 3 clusters Score -9604710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9604710.000000 Penalty: 5550.426758
	Iteration 28F: 3 clusters Score -9604710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Entering Unmasked Estep 
Score: -2330229.000000 Penalty: 2418.992188
	Iteration 0F: 2 clusters Score -2330229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2317971.250000 Penalty: 4837.984375
	Iteration 0F: 3 clusters Score -2317971 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2322025.500000 Penalty: 4837.984375
	Iteration 1F: 3 clusters Score -2322026 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2322452.250000 Penalty: 4837.984375
	Iteration 2F: 3 clusters Score -2322452 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2322796.500000 Penalty: 4837.984375
	Iteration 3Q: 3 clusters Score -2322796 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2323109.000000 Penalty: 4837.984375
	Iteration 4Q: 3 clusters Score -2323109 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2323430.000000 Penalty: 4837.984375
	Iteration 5Q: 3 clusters Score -2323430 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2323876.500000 Penalty: 4837.984375
	Iteration 6Q: 3 clusters Score -2323876 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2324483.500000 Penalty: 4837.984375
	Iteration 7F: 3 clusters Score -2324484 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2325367.500000 Penalty: 4837.984375
	Iteration 8F: 3 clusters Score -2325368 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2326565.000000 Penalty: 4837.984375
	Iteration 9F: 3 clusters Score -2326565 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2327741.250000 Penalty: 4837.984375
	Iteration 10F: 3 clusters Score -2327741 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2328553.750000 Penalty: 4837.984375
	Iteration 11F: 3 clusters Score -2328554 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2329129.250000 Penalty: 4837.984375
	Iteration 12Q: 3 clusters Score -2329129 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2329389.000000 Penalty: 4837.984375
	Iteration 13Q: 3 clusters Score -2329389 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2329525.750000 Penalty: 4837.984375
	Iteration 14Q: 3 clusters Score -2329526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2329579.750000 Penalty: 4837.984375
	Iteration 15Q: 3 clusters Score -2329580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2329607.750000 Penalty: 4837.984375
	Iteration 16Q: 3 clusters Score -2329608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2329627.500000 Penalty: 4837.984375
	Iteration 17Q: 3 clusters Score -2329628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2329641.250000 Penalty: 4837.984375
	Iteration 18Q: 3 clusters Score -2329641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2329646.000000 Penalty: 4837.984375
	Iteration 19Q: 3 clusters Score -2329646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2329649.000000 Penalty: 4837.984375
	Iteration 20F: 3 clusters Score -2329649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2329657.750000 Penalty: 4837.984375
	Iteration 21Q: 3 clusters Score -2329658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2329661.500000 Penalty: 4837.984375
	Iteration 22Q: 3 clusters Score -2329662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2329671.500000 Penalty: 4837.984375
	Iteration 23Q: 3 clusters Score -2329672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2329672.500000 Penalty: 4837.984375
	Iteration 24Q: 3 clusters Score -2329672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2329671.750000 Penalty: 4837.984375
	Iteration 25Q: 3 clusters Score -2329672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2329676.000000 Penalty: 4837.984375
	Iteration 26Q: 3 clusters Score -2329676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2329674.750000 Penalty: 4837.984375
	Iteration 27Q: 3 clusters Score -2329675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2329675.500000 Penalty: 4837.984375
	Iteration 28Q: 3 clusters Score -2329676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2329678.000000 Penalty: 4837.984375
	Iteration 29Q: 3 clusters Score -2329678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2329675.750000 Penalty: 4837.984375
	Iteration 30Q: 3 clusters Score -2329676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2329677.750000 Penalty: 4837.984375
	Iteration 31Q: 3 clusters Score -2329678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2329677.750000 Penalty: 4837.984375
	Iteration 32F: 3 clusters Score -2329678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Entering Unmasked Estep 
Score: -3040869.000000 Penalty: 2494.556396
	Iteration 0F: 2 clusters Score -3040869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3024781.750000 Penalty: 4989.112793
	Iteration 0F: 3 clusters Score -3024782 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3030202.000000 Penalty: 4989.112793
	Iteration 1F: 3 clusters Score -3030202 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3030602.500000 Penalty: 4989.112793
	Iteration 2Q: 3 clusters Score -3030602 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3030932.500000 Penalty: 4989.112793
	Iteration 3Q: 3 clusters Score -3030932 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3031259.250000 Penalty: 4989.112793
	Iteration 4Q: 3 clusters Score -3031259 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3031587.750000 Penalty: 4989.112793
	Iteration 5Q: 3 clusters Score -3031588 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3031973.500000 Penalty: 4989.112793
	Iteration 6Q: 3 clusters Score -3031974 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3032404.500000 Penalty: 4989.112793
	Iteration 7Q: 3 clusters Score -3032404 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3032960.500000 Penalty: 4989.112793
	Iteration 8Q: 3 clusters Score -3032960 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3033629.250000 Penalty: 4989.112793
	Iteration 9Q: 3 clusters Score -3033629 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3034430.500000 Penalty: 4989.112793
	Iteration 10Q: 3 clusters Score -3034430 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3035327.250000 Penalty: 4989.112793
	Iteration 11Q: 3 clusters Score -3035327 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3036158.250000 Penalty: 4989.112793
	Iteration 12Q: 3 clusters Score -3036158 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3036784.250000 Penalty: 4989.112793
	Iteration 13Q: 3 clusters Score -3036784 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3037211.000000 Penalty: 4989.112793
	Iteration 14Q: 3 clusters Score -3037211 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3037488.250000 Penalty: 4989.112793
	Iteration 15Q: 3 clusters Score -3037488 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3037626.500000 Penalty: 4989.112793
	Iteration 16Q: 3 clusters Score -3037626 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3037735.500000 Penalty: 4989.112793
	Iteration 17Q: 3 clusters Score -3037736 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3037813.000000 Penalty: 4989.112793
	Iteration 18Q: 3 clusters Score -3037813 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3037840.000000 Penalty: 4989.112793
	Iteration 19Q: 3 clusters Score -3037840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3037875.750000 Penalty: 4989.112793
	Iteration 20F: 3 clusters Score -3037876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3037915.250000 Penalty: 4989.112793
	Iteration 21Q: 3 clusters Score -3037915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3037945.750000 Penalty: 4989.112793
	Iteration 22Q: 3 clusters Score -3037946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3037966.000000 Penalty: 4989.112793
	Iteration 23Q: 3 clusters Score -3037966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3037972.750000 Penalty: 4989.112793
	Iteration 24Q: 3 clusters Score -3037973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3037983.500000 Penalty: 4989.112793
	Iteration 25Q: 3 clusters Score -3037984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3037996.000000 Penalty: 4989.112793
	Iteration 26Q: 3 clusters Score -3037996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3038009.250000 Penalty: 4989.112793
	Iteration 27Q: 3 clusters Score -3038009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3038021.500000 Penalty: 4989.112793
	Iteration 28Q: 3 clusters Score -3038022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3038027.500000 Penalty: 4989.112793
	Iteration 29Q: 3 clusters Score -3038028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3038033.500000 Penalty: 4989.112793
	Iteration 30Q: 3 clusters Score -3038034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3038041.500000 Penalty: 4989.112793
	Iteration 31Q: 3 clusters Score -3038042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3038045.000000 Penalty: 4989.112793
	Iteration 32Q: 3 clusters Score -3038045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3038054.750000 Penalty: 4989.112793
	Iteration 33Q: 3 clusters Score -3038055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3038056.250000 Penalty: 4989.112793
	Iteration 34Q: 3 clusters Score -3038056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3038059.000000 Penalty: 4989.112793
	Iteration 35Q: 3 clusters Score -3038059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3038062.750000 Penalty: 4989.112793
	Iteration 36Q: 3 clusters Score -3038063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3038066.250000 Penalty: 4989.112793
	Iteration 37Q: 3 clusters Score -3038066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3038077.000000 Penalty: 4989.112793
	Iteration 38Q: 3 clusters Score -3038077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3038085.500000 Penalty: 4989.112793
	Iteration 39Q: 3 clusters Score -3038086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3038085.750000 Penalty: 4989.112793
	Iteration 40F: 3 clusters Score -3038086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3038096.750000 Penalty: 4989.112793
	Iteration 41Q: 3 clusters Score -3038097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3038103.750000 Penalty: 4989.112793
	Iteration 42Q: 3 clusters Score -3038104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3038106.250000 Penalty: 4989.112793
	Iteration 43Q: 3 clusters Score -3038106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3038115.250000 Penalty: 4989.112793
	Iteration 44Q: 3 clusters Score -3038115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3038117.000000 Penalty: 4989.112793
	Iteration 45Q: 3 clusters Score -3038117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3038120.250000 Penalty: 4989.112793
	Iteration 46Q: 3 clusters Score -3038120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3038120.250000 Penalty: 4989.112793
	Iteration 47Q: 3 clusters Score -3038120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3038129.250000 Penalty: 4989.112793
	Iteration 48Q: 3 clusters Score -3038129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3038136.000000 Penalty: 4989.112793
	Iteration 49Q: 3 clusters Score -3038136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3038148.250000 Penalty: 4989.112793
	Iteration 50Q: 3 clusters Score -3038148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3038161.750000 Penalty: 4989.112793
	Iteration 51Q: 3 clusters Score -3038162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3038173.500000 Penalty: 4989.112793
	Iteration 52Q: 3 clusters Score -3038174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3038174.750000 Penalty: 4989.112793
	Iteration 53Q: 3 clusters Score -3038175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3038183.500000 Penalty: 4989.112793
	Iteration 54Q: 3 clusters Score -3038184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3038197.000000 Penalty: 4989.112793
	Iteration 55Q: 3 clusters Score -3038197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3038210.000000 Penalty: 4989.112793
	Iteration 56Q: 3 clusters Score -3038210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3038219.500000 Penalty: 4989.112793
	Iteration 57Q: 3 clusters Score -3038220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3038230.000000 Penalty: 4989.112793
	Iteration 58Q: 3 clusters Score -3038230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3038249.250000 Penalty: 4989.112793
	Iteration 59Q: 3 clusters Score -3038249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3038262.750000 Penalty: 4989.112793
	Iteration 60F: 3 clusters Score -3038263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3038274.000000 Penalty: 4989.112793
	Iteration 61Q: 3 clusters Score -3038274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3038285.000000 Penalty: 4989.112793
	Iteration 62Q: 3 clusters Score -3038285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3038300.500000 Penalty: 4989.112793
	Iteration 63Q: 3 clusters Score -3038300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3038311.750000 Penalty: 4989.112793
	Iteration 64Q: 3 clusters Score -3038312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3038329.250000 Penalty: 4989.112793
	Iteration 65Q: 3 clusters Score -3038329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3038342.000000 Penalty: 4989.112793
	Iteration 66Q: 3 clusters Score -3038342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3038365.500000 Penalty: 4989.112793
	Iteration 67Q: 3 clusters Score -3038366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3038381.250000 Penalty: 4989.112793
	Iteration 68Q: 3 clusters Score -3038381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3038395.250000 Penalty: 4989.112793
	Iteration 69Q: 3 clusters Score -3038395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3038407.250000 Penalty: 4989.112793
	Iteration 70Q: 3 clusters Score -3038407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3038420.250000 Penalty: 4989.112793
	Iteration 71Q: 3 clusters Score -3038420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3038431.000000 Penalty: 4989.112793
	Iteration 72Q: 3 clusters Score -3038431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3038445.250000 Penalty: 4989.112793
	Iteration 73Q: 3 clusters Score -3038445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3038467.250000 Penalty: 4989.112793
	Iteration 74Q: 3 clusters Score -3038467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3038485.750000 Penalty: 4989.112793
	Iteration 75Q: 3 clusters Score -3038486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3038503.250000 Penalty: 4989.112793
	Iteration 76Q: 3 clusters Score -3038503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3038517.750000 Penalty: 4989.112793
	Iteration 77Q: 3 clusters Score -3038518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3038523.000000 Penalty: 4989.112793
	Iteration 78Q: 3 clusters Score -3038523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3038531.500000 Penalty: 4989.112793
	Iteration 79Q: 3 clusters Score -3038532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3038536.000000 Penalty: 4989.112793
	Iteration 80F: 3 clusters Score -3038536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3038541.000000 Penalty: 4989.112793
	Iteration 81Q: 3 clusters Score -3038541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3038553.000000 Penalty: 4989.112793
	Iteration 82Q: 3 clusters Score -3038553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3038559.500000 Penalty: 4989.112793
	Iteration 83Q: 3 clusters Score -3038560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3038563.750000 Penalty: 4989.112793
	Iteration 84Q: 3 clusters Score -3038564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3038573.250000 Penalty: 4989.112793
	Iteration 85Q: 3 clusters Score -3038573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3038573.250000 Penalty: 4989.112793
	Iteration 86Q: 3 clusters Score -3038573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3038579.000000 Penalty: 4989.112793
	Iteration 87Q: 3 clusters Score -3038579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3038582.500000 Penalty: 4989.112793
	Iteration 88Q: 3 clusters Score -3038582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3038585.000000 Penalty: 4989.112793
	Iteration 89Q: 3 clusters Score -3038585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3038595.500000 Penalty: 4989.112793
	Iteration 90Q: 3 clusters Score -3038596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3038597.000000 Penalty: 4989.112793
	Iteration 91Q: 3 clusters Score -3038597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3038603.750000 Penalty: 4989.112793
	Iteration 92Q: 3 clusters Score -3038604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3038611.000000 Penalty: 4989.112793
	Iteration 93Q: 3 clusters Score -3038611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3038623.000000 Penalty: 4989.112793
	Iteration 94Q: 3 clusters Score -3038623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3038623.500000 Penalty: 4989.112793
	Iteration 95Q: 3 clusters Score -3038624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3038633.250000 Penalty: 4989.112793
	Iteration 96Q: 3 clusters Score -3038633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3038630.000000 Penalty: 4989.112793
	Iteration 97Q: 3 clusters Score -3038630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3038640.500000 Penalty: 4989.112793
	Iteration 98Q: 3 clusters Score -3038640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3038639.000000 Penalty: 4989.112793
	Iteration 99Q: 3 clusters Score -3038639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3038643.750000 Penalty: 4989.112793
	Iteration 100F: 3 clusters Score -3038644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3038637.000000 Penalty: 4989.112793
	Iteration 101Q: 3 clusters Score -3038637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3038639.000000 Penalty: 4989.112793
	Iteration 102Q: 3 clusters Score -3038639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3038647.750000 Penalty: 4989.112793
	Iteration 103Q: 3 clusters Score -3038648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3038650.500000 Penalty: 4989.112793
	Iteration 104Q: 3 clusters Score -3038650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3038656.250000 Penalty: 4989.112793
	Iteration 105Q: 3 clusters Score -3038656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3038667.250000 Penalty: 4989.112793
	Iteration 106Q: 3 clusters Score -3038667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3038667.000000 Penalty: 4989.112793
	Iteration 107Q: 3 clusters Score -3038667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3038668.000000 Penalty: 4989.112793
	Iteration 108Q: 3 clusters Score -3038668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3038672.500000 Penalty: 4989.112793
	Iteration 109Q: 3 clusters Score -3038672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3038679.250000 Penalty: 4989.112793
	Iteration 110Q: 3 clusters Score -3038679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3038680.000000 Penalty: 4989.112793
	Iteration 111Q: 3 clusters Score -3038680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3038681.750000 Penalty: 4989.112793
	Iteration 112Q: 3 clusters Score -3038682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3038688.750000 Penalty: 4989.112793
	Iteration 113Q: 3 clusters Score -3038689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3038687.750000 Penalty: 4989.112793
	Iteration 114Q: 3 clusters Score -3038688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3038685.250000 Penalty: 4989.112793
	Iteration 115Q: 3 clusters Score -3038685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3038686.250000 Penalty: 4989.112793
	Iteration 116Q: 3 clusters Score -3038686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3038689.500000 Penalty: 4989.112793
	Iteration 117Q: 3 clusters Score -3038690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3038687.000000 Penalty: 4989.112793
	Iteration 118Q: 3 clusters Score -3038687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3038683.250000 Penalty: 4989.112793
	Iteration 119Q: 3 clusters Score -3038683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3038685.500000 Penalty: 4989.112793
	Iteration 120F: 3 clusters Score -3038686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -606583.062500 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -606583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -601925.625000 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -601925.6 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -603303.687500 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -603303.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -603800.000000 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -603800 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -604167.687500 Penalty: 4247.119141
	Iteration 3F: 3 clusters Score -604167.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -604444.687500 Penalty: 4247.119141
	Iteration 4F: 3 clusters Score -604444.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -604659.375000 Penalty: 4247.119141
	Iteration 5F: 3 clusters Score -604659.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -604827.687500 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -604827.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -604959.875000 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -604959.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -605077.062500 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -605077.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -605191.750000 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -605191.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -605305.437500 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -605305.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -605427.750000 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -605427.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -605529.250000 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -605529.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -605622.250000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -605622.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -605702.187500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -605702.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -605749.687500 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -605749.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -605782.687500 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -605782.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -605810.750000 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -605810.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -605833.625000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -605833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -605854.250000 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -605854.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -605864.812500 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -605864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -605879.875000 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -605879.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -605895.312500 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -605895.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -605905.250000 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -605905.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -605907.250000 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -605907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -605914.812500 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -605914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -605921.375000 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -605921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -605927.000000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -605927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -605930.562500 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -605930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -605931.125000 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -605931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -605932.000000 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -605932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -605931.875000 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -605931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -605933.500000 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -605933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -605932.687500 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -605932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -605932.687500 Penalty: 4247.119141
	Iteration 34F: 3 clusters Score -605932.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -1497465.250000 Penalty: 2314.386475
	Iteration 0F: 2 clusters Score -1497465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1489013.875000 Penalty: 4628.772949
	Iteration 0F: 3 clusters Score -1489014 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1491642.000000 Penalty: 4628.772949
	Iteration 1F: 3 clusters Score -1491642 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1492118.250000 Penalty: 4628.772949
	Iteration 2F: 3 clusters Score -1492118 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1492553.125000 Penalty: 4628.772949
	Iteration 3F: 3 clusters Score -1492553 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1492997.250000 Penalty: 4628.772949
	Iteration 4F: 3 clusters Score -1492997 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1493408.250000 Penalty: 4628.772949
	Iteration 5F: 3 clusters Score -1493408 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1493730.500000 Penalty: 4628.772949
	Iteration 6F: 3 clusters Score -1493730 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1494018.500000 Penalty: 4628.772949
	Iteration 7Q: 3 clusters Score -1494018 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1494306.250000 Penalty: 4628.772949
	Iteration 8Q: 3 clusters Score -1494306 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1494614.125000 Penalty: 4628.772949
	Iteration 9Q: 3 clusters Score -1494614 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1494905.750000 Penalty: 4628.772949
	Iteration 10Q: 3 clusters Score -1494906 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1495239.750000 Penalty: 4628.772949
	Iteration 11Q: 3 clusters Score -1495240 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1495603.875000 Penalty: 4628.772949
	Iteration 12Q: 3 clusters Score -1495604 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1495983.500000 Penalty: 4628.772949
	Iteration 13Q: 3 clusters Score -1495984 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1496311.750000 Penalty: 4628.772949
	Iteration 14Q: 3 clusters Score -1496312 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1496544.250000 Penalty: 4628.772949
	Iteration 15Q: 3 clusters Score -1496544 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1496659.375000 Penalty: 4628.772949
	Iteration 16Q: 3 clusters Score -1496659 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1496725.625000 Penalty: 4628.772949
	Iteration 17Q: 3 clusters Score -1496726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1496778.250000 Penalty: 4628.772949
	Iteration 18Q: 3 clusters Score -1496778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1496803.750000 Penalty: 4628.772949
	Iteration 19Q: 3 clusters Score -1496804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1496819.000000 Penalty: 4628.772949
	Iteration 20F: 3 clusters Score -1496819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1496825.500000 Penalty: 4628.772949
	Iteration 21Q: 3 clusters Score -1496826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1496833.625000 Penalty: 4628.772949
	Iteration 22Q: 3 clusters Score -1496834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1496842.500000 Penalty: 4628.772949
	Iteration 23Q: 3 clusters Score -1496842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1496848.625000 Penalty: 4628.772949
	Iteration 24Q: 3 clusters Score -1496849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1496854.500000 Penalty: 4628.772949
	Iteration 25Q: 3 clusters Score -1496854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1496861.250000 Penalty: 4628.772949
	Iteration 26Q: 3 clusters Score -1496861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1496867.875000 Penalty: 4628.772949
	Iteration 27Q: 3 clusters Score -1496868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1496871.125000 Penalty: 4628.772949
	Iteration 28Q: 3 clusters Score -1496871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1496872.000000 Penalty: 4628.772949
	Iteration 29Q: 3 clusters Score -1496872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1496870.125000 Penalty: 4628.772949
	Iteration 30Q: 3 clusters Score -1496870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1496871.875000 Penalty: 4628.772949
	Iteration 31Q: 3 clusters Score -1496872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1496873.000000 Penalty: 4628.772949
	Iteration 32Q: 3 clusters Score -1496873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1496873.000000 Penalty: 4628.772949
	Iteration 33F: 3 clusters Score -1496873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 22803 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 128003 members 
Mstep: Class 6 contains 231983 members 
Mstep: Class 7 contains 79089 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 184221 members 
Mstep: Class 10 contains 21112 members 
Mstep: Class 11 contains 42735 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 30672 members 
Mstep: Class 14 contains 200331 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 96424 members 
Mstep: Class 21 contains 16929 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 124048 members 
Mstep: Class 26 contains 72430 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 23358 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067280.000000 Penalty: 108826.757812
Iteration 119Q: 32 clusters Score -1.810673e+08 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 22856 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 128137 members 
Mstep: Class 6 contains 232981 members 
Mstep: Class 7 contains 77676 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 184301 members 
Mstep: Class 10 contains 21140 members 
Mstep: Class 11 contains 43510 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 30656 members 
Mstep: Class 14 contains 199644 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14099 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 96664 members 
Mstep: Class 21 contains 16924 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 3626 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 124760 members 
Mstep: Class 26 contains 72285 members 
Mstep: Class 27 contains 17290 members 
Mstep: Class 28 contains 23348 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070016.000000 Penalty: 108826.757812
Iteration 120F: 32 clusters Score -1.8107e+08 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 128122 members 
Mstep: Class 6 contains 232775 members 
Mstep: Class 7 contains 76560 members 
Mstep: Class 8 contains 9563 members 
Mstep: Class 9 contains 184025 members 
Mstep: Class 10 contains 21140 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 30658 members 
Mstep: Class 14 contains 198748 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14094 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 20 contains 96843 members 
Mstep: Class 21 contains 16917 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 3633 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 125360 members 
Mstep: Class 26 contains 72131 members 
Mstep: Class 27 contains 17325 members 
Mstep: Class 28 contains 23318 members 
Mstep: Class 29 contains 5235 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 8836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181071216.000000 Penalty: 108826.757812
Iteration 121Q: 32 clusters Score -1.810712e+08 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 22750 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 128120 members 
Mstep: Class 6 contains 232660 members 
Mstep: Class 7 contains 75575 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 183760 members 
Mstep: Class 10 contains 21163 members 
Mstep: Class 11 contains 45026 members 
Mstep: Class 12 contains 10959 members 
Mstep: Class 13 contains 30644 members 
Mstep: Class 14 contains 197900 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14090 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 97021 members 
Mstep: Class 21 contains 16918 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 126006 members 
Mstep: Class 26 contains 71982 members 
Mstep: Class 27 contains 17355 members 
Mstep: Class 28 contains 23296 members 
Mstep: Class 29 contains 5239 members 
Mstep: Class 30 contains 11281 members 
Mstep: Class 31 contains 9829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072928.000000 Penalty: 108826.757812
Iteration 122Q: 32 clusters Score -1.810729e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 128116 members 
Mstep: Class 6 contains 232569 members 
Mstep: Class 7 contains 74728 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 183484 members 
Mstep: Class 10 contains 21190 members 
Mstep: Class 11 contains 45795 members 
Mstep: Class 12 contains 10955 members 
Mstep: Class 13 contains 30620 members 
Mstep: Class 14 contains 197064 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14081 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 97184 members 
Mstep: Class 21 contains 16920 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 3647 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 126587 members 
Mstep: Class 26 contains 71857 members 
Mstep: Class 27 contains 17376 members 
Mstep: Class 28 contains 23266 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074064.000000 Penalty: 108826.757812
Iteration 123Q: 32 clusters Score -1.810741e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 22644 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 128112 members 
Mstep: Class 6 contains 232414 members 
Mstep: Class 7 contains 73989 members 
Mstep: Class 8 contains 9190 members 
Mstep: Class 9 contains 183184 members 
Mstep: Class 10 contains 21215 members 
Mstep: Class 11 contains 46603 members 
Mstep: Class 12 contains 10955 members 
Mstep: Class 13 contains 30591 members 
Mstep: Class 14 contains 196214 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14076 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7171 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 97352 members 
Mstep: Class 21 contains 16925 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 3655 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 127136 members 
Mstep: Class 26 contains 71799 members 
Mstep: Class 27 contains 17389 members 
Mstep: Class 28 contains 23238 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 11270 members 
Mstep: Class 31 contains 11459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074944.000000 Penalty: 108826.757812
Iteration 124Q: 32 clusters Score -1.810749e+08 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 22605 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 128099 members 
Mstep: Class 6 contains 232230 members 
Mstep: Class 7 contains 73362 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 182878 members 
Mstep: Class 10 contains 21232 members 
Mstep: Class 11 contains 47456 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 195351 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14075 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7186 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 20 contains 97528 members 
Mstep: Class 21 contains 16925 members 
Mstep: Class 22 contains 3570 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 127646 members 
Mstep: Class 26 contains 71751 members 
Mstep: Class 27 contains 17399 members 
Mstep: Class 28 contains 23215 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 11268 members 
Mstep: Class 31 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075648.000000 Penalty: 108826.757812
Iteration 125Q: 32 clusters Score -1.810756e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 22560 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 128066 members 
Mstep: Class 6 contains 232073 members 
Mstep: Class 7 contains 72777 members 
Mstep: Class 8 contains 9015 members 
Mstep: Class 9 contains 182628 members 
Mstep: Class 10 contains 21259 members 
Mstep: Class 11 contains 48356 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 30544 members 
Mstep: Class 14 contains 194495 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14071 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7196 members 
Mstep: Class 19 contains 9533 members 
Mstep: Class 20 contains 97701 members 
Mstep: Class 21 contains 16923 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 3667 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 128073 members 
Mstep: Class 26 contains 71704 members 
Mstep: Class 27 contains 17406 members 
Mstep: Class 28 contains 23183 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 11269 members 
Mstep: Class 31 contains 12693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076480.000000 Penalty: 108826.757812
Iteration 126Q: 32 clusters Score -1.810765e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 22527 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 128048 members 
Mstep: Class 6 contains 231925 members 
Mstep: Class 7 contains 72231 members 
Mstep: Class 8 contains 8918 members 
Mstep: Class 9 contains 182363 members 
Mstep: Class 10 contains 21283 members 
Mstep: Class 11 contains 49287 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 30497 members 
Mstep: Class 14 contains 193629 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14069 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 97875 members 
Mstep: Class 21 contains 16915 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 3675 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 128525 members 
Mstep: Class 26 contains 71649 members 
Mstep: Class 27 contains 17412 members 
Mstep: Class 28 contains 23169 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 11252 members 
Mstep: Class 31 contains 13220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077376.000000 Penalty: 108826.757812
Iteration 127Q: 32 clusters Score -1.810774e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 22484 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 128031 members 
Mstep: Class 6 contains 231743 members 
Mstep: Class 7 contains 71752 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 9 contains 182085 members 
Mstep: Class 10 contains 21312 members 
Mstep: Class 11 contains 50270 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 30458 members 
Mstep: Class 14 contains 192757 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14066 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 98038 members 
Mstep: Class 21 contains 16904 members 
Mstep: Class 22 contains 3563 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 128948 members 
Mstep: Class 26 contains 71645 members 
Mstep: Class 27 contains 17407 members 
Mstep: Class 28 contains 23145 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 11240 members 
Mstep: Class 31 contains 13675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078048.000000 Penalty: 108826.757812
Iteration 128Q: 32 clusters Score -1.81078e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 22444 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 128004 members 
Mstep: Class 6 contains 231561 members 
Mstep: Class 7 contains 71328 members 
Mstep: Class 8 contains 8781 members 
Mstep: Class 9 contains 181831 members 
Mstep: Class 10 contains 21325 members 
Mstep: Class 11 contains 51294 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 30415 members 
Mstep: Class 14 contains 191861 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14059 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 98164 members 
Mstep: Class 21 contains 16907 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129359 members 
Mstep: Class 26 contains 71625 members 
Mstep: Class 27 contains 17411 members 
Mstep: Class 28 contains 23122 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 11228 members 
Mstep: Class 31 contains 14078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078192.000000 Penalty: 108826.757812
Iteration 129Q: 32 clusters Score -1.810782e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 22409 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 127992 members 
Mstep: Class 6 contains 231341 members 
Mstep: Class 7 contains 70936 members 
Mstep: Class 8 contains 8716 members 
Mstep: Class 9 contains 181605 members 
Mstep: Class 10 contains 21331 members 
Mstep: Class 11 contains 52410 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 190965 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 98261 members 
Mstep: Class 21 contains 16900 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129710 members 
Mstep: Class 26 contains 71642 members 
Mstep: Class 27 contains 17408 members 
Mstep: Class 28 contains 23108 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 11219 members 
Mstep: Class 31 contains 14407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078800.000000 Penalty: 108826.757812
Iteration 130Q: 32 clusters Score -1.810788e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10230 members 
Mstep: Class 3 contains 22377 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 127992 members 
Mstep: Class 6 contains 231133 members 
Mstep: Class 7 contains 70550 members 
Mstep: Class 8 contains 8645 members 
Mstep: Class 9 contains 181390 members 
Mstep: Class 10 contains 21340 members 
Mstep: Class 11 contains 53591 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 30344 members 
Mstep: Class 14 contains 189981 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 98368 members 
Mstep: Class 21 contains 16889 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 3686 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130059 members 
Mstep: Class 26 contains 71646 members 
Mstep: Class 27 contains 17403 members 
Mstep: Class 28 contains 23088 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 11204 members 
Mstep: Class 31 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079760.000000 Penalty: 108826.757812
Iteration 131Q: 32 clusters Score -1.810798e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 22340 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 127997 members 
Mstep: Class 6 contains 230898 members 
Mstep: Class 7 contains 70208 members 
Mstep: Class 8 contains 8570 members 
Mstep: Class 9 contains 181162 members 
Mstep: Class 10 contains 21351 members 
Mstep: Class 11 contains 54819 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 30300 members 
Mstep: Class 14 contains 189021 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7258 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 98490 members 
Mstep: Class 21 contains 16877 members 
Mstep: Class 22 contains 3551 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130378 members 
Mstep: Class 26 contains 71642 members 
Mstep: Class 27 contains 17396 members 
Mstep: Class 28 contains 23081 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079904.000000 Penalty: 108826.757812
Iteration 132Q: 32 clusters Score -1.810799e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 22308 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 128002 members 
Mstep: Class 6 contains 230745 members 
Mstep: Class 7 contains 69904 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 180940 members 
Mstep: Class 10 contains 21362 members 
Mstep: Class 11 contains 56107 members 
Mstep: Class 12 contains 10961 members 
Mstep: Class 13 contains 30257 members 
Mstep: Class 14 contains 187948 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 98589 members 
Mstep: Class 21 contains 16880 members 
Mstep: Class 22 contains 3551 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130665 members 
Mstep: Class 26 contains 71649 members 
Mstep: Class 27 contains 17398 members 
Mstep: Class 28 contains 23069 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 11180 members 
Mstep: Class 31 contains 15237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081248.000000 Penalty: 108826.757812
Iteration 133Q: 32 clusters Score -1.810812e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10171 members 
Mstep: Class 3 contains 22272 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 128003 members 
Mstep: Class 6 contains 230605 members 
Mstep: Class 7 contains 69637 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 180746 members 
Mstep: Class 10 contains 21371 members 
Mstep: Class 11 contains 57366 members 
Mstep: Class 12 contains 10952 members 
Mstep: Class 13 contains 30213 members 
Mstep: Class 14 contains 186949 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 98666 members 
Mstep: Class 21 contains 16875 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130868 members 
Mstep: Class 26 contains 71680 members 
Mstep: Class 27 contains 17391 members 
Mstep: Class 28 contains 23039 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081376.000000 Penalty: 108826.757812
Iteration 134Q: 32 clusters Score -1.810814e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10157 members 
Mstep: Class 3 contains 22225 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 128002 members 
Mstep: Class 6 contains 230457 members 
Mstep: Class 7 contains 69375 members 
Mstep: Class 8 contains 8398 members 
Mstep: Class 9 contains 180576 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 11 contains 58631 members 
Mstep: Class 12 contains 10946 members 
Mstep: Class 13 contains 30181 members 
Mstep: Class 14 contains 185953 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 98755 members 
Mstep: Class 21 contains 16869 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131059 members 
Mstep: Class 26 contains 71686 members 
Mstep: Class 27 contains 17382 members 
Mstep: Class 28 contains 23009 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 11158 members 
Mstep: Class 31 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081632.000000 Penalty: 108826.757812
Iteration 135Q: 32 clusters Score -1.810816e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10149 members 
Mstep: Class 3 contains 22163 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 128000 members 
Mstep: Class 6 contains 230343 members 
Mstep: Class 7 contains 69147 members 
Mstep: Class 8 contains 8355 members 
Mstep: Class 9 contains 180389 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 11 contains 59933 members 
Mstep: Class 12 contains 10940 members 
Mstep: Class 13 contains 30152 members 
Mstep: Class 14 contains 184932 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 9585 members 
Mstep: Class 20 contains 98824 members 
Mstep: Class 21 contains 16860 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131246 members 
Mstep: Class 26 contains 71704 members 
Mstep: Class 27 contains 17373 members 
Mstep: Class 28 contains 22989 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 11148 members 
Mstep: Class 31 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181082080.000000 Penalty: 108826.757812
Iteration 136Q: 32 clusters Score -1.810821e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10131 members 
Mstep: Class 3 contains 22095 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 127998 members 
Mstep: Class 6 contains 230323 members 
Mstep: Class 7 contains 68944 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 180216 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 11 contains 61110 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 30125 members 
Mstep: Class 14 contains 183941 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7278 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 98892 members 
Mstep: Class 21 contains 16861 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 3700 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131402 members 
Mstep: Class 26 contains 71724 members 
Mstep: Class 27 contains 17371 members 
Mstep: Class 28 contains 22969 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 15973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181082016.000000 Penalty: 108826.757812
Iteration 137Q: 32 clusters Score -1.81082e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 3 contains 22028 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 127993 members 
Mstep: Class 6 contains 230293 members 
Mstep: Class 7 contains 68762 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 180029 members 
Mstep: Class 10 contains 21376 members 
Mstep: Class 11 contains 62277 members 
Mstep: Class 12 contains 10940 members 
Mstep: Class 13 contains 30100 members 
Mstep: Class 14 contains 182963 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7282 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 98968 members 
Mstep: Class 21 contains 16855 members 
Mstep: Class 22 contains 3539 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131576 members 
Mstep: Class 26 contains 71739 members 
Mstep: Class 27 contains 17374 members 
Mstep: Class 28 contains 22955 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 16087 members 
Entering Unmasked Estep 
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Score: -181082464.000000 Penalty: 108826.757812
Iteration 138Q: 32 clusters Score -1.810825e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10119 members 
Mstep: Class 3 contains 21965 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 127984 members 
Mstep: Class 6 contains 230232 members 
Mstep: Class 7 contains 68623 members 
Mstep: Class 8 contains 8221 members 
Mstep: Class 9 contains 179845 members 
Mstep: Class 10 contains 21378 members 
Mstep: Class 11 contains 63502 members 
Mstep: Class 12 contains 10937 members 
Mstep: Class 13 contains 30069 members 
Mstep: Class 14 contains 181968 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 99034 members 
Mstep: Class 21 contains 16853 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 3703 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131712 members 
Mstep: Class 26 contains 71759 members 
Mstep: Class 27 contains 17368 members 
Mstep: Class 28 contains 22940 members 
Mstep: Class 29 contains 5306 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 16196 members 
Entering Unmasked Estep 
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Score: -181082848.000000 Penalty: 108826.757812
Iteration 139Q: 32 clusters Score -1.810828e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10106 members 
Mstep: Class 3 contains 21923 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 127972 members 
Mstep: Class 6 contains 230184 members 
Mstep: Class 7 contains 68504 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 179629 members 
Mstep: Class 10 contains 21382 members 
Mstep: Class 11 contains 64791 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 13 contains 30044 members 
Mstep: Class 14 contains 180927 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 9593 members 
Mstep: Class 20 contains 99093 members 
Mstep: Class 21 contains 16848 members 
Mstep: Class 22 contains 3534 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131844 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17363 members 
Mstep: Class 28 contains 22938 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 11122 members 
Mstep: Class 31 contains 16310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083040.000000 Penalty: 108826.757812
Iteration 140F: 32 clusters Score -1.81083e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 21879 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 127967 members 
Mstep: Class 6 contains 230078 members 
Mstep: Class 7 contains 68385 members 
Mstep: Class 8 contains 8101 members 
Mstep: Class 9 contains 179453 members 
Mstep: Class 10 contains 21380 members 
Mstep: Class 11 contains 66062 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 30028 members 
Mstep: Class 14 contains 179923 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7290 members 
Mstep: Class 19 contains 9600 members 
Mstep: Class 20 contains 99151 members 
Mstep: Class 21 contains 16839 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131968 members 
Mstep: Class 26 contains 71750 members 
Mstep: Class 27 contains 17354 members 
Mstep: Class 28 contains 22924 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 16433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083280.000000 Penalty: 108826.757812
Iteration 141Q: 32 clusters Score -1.810833e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10076 members 
Mstep: Class 3 contains 21839 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 127965 members 
Mstep: Class 6 contains 229996 members 
Mstep: Class 7 contains 68274 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 179275 members 
Mstep: Class 10 contains 21382 members 
Mstep: Class 11 contains 67375 members 
Mstep: Class 12 contains 10928 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 178832 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14055 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 9605 members 
Mstep: Class 20 contains 99199 members 
Mstep: Class 21 contains 16837 members 
Mstep: Class 22 contains 3532 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132111 members 
Mstep: Class 26 contains 71756 members 
Mstep: Class 27 contains 17352 members 
Mstep: Class 28 contains 22914 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 11092 members 
Mstep: Class 31 contains 16549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083424.000000 Penalty: 108826.757812
Iteration 142Q: 32 clusters Score -1.810834e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 127968 members 
Mstep: Class 6 contains 229943 members 
Mstep: Class 7 contains 68155 members 
Mstep: Class 8 contains 7986 members 
Mstep: Class 9 contains 179088 members 
Mstep: Class 10 contains 21385 members 
Mstep: Class 11 contains 68713 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 177743 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 99264 members 
Mstep: Class 21 contains 16832 members 
Mstep: Class 22 contains 3534 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132238 members 
Mstep: Class 26 contains 71759 members 
Mstep: Class 27 contains 17349 members 
Mstep: Class 28 contains 22905 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 11073 members 
Mstep: Class 31 contains 16646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181084464.000000 Penalty: 108826.757812
Iteration 143Q: 32 clusters Score -1.810845e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 3 contains 21745 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 127967 members 
Mstep: Class 6 contains 229886 members 
Mstep: Class 7 contains 68059 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 178887 members 
Mstep: Class 10 contains 21389 members 
Mstep: Class 11 contains 70109 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 29947 members 
Mstep: Class 14 contains 176599 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 99317 members 
Mstep: Class 21 contains 16830 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132366 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17345 members 
Mstep: Class 28 contains 22889 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 11058 members 
Mstep: Class 31 contains 16737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085008.000000 Penalty: 108826.757812
Iteration 144Q: 32 clusters Score -1.81085e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 127952 members 
Mstep: Class 6 contains 229817 members 
Mstep: Class 7 contains 67981 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 178733 members 
Mstep: Class 10 contains 21393 members 
Mstep: Class 11 contains 71508 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 29913 members 
Mstep: Class 14 contains 175443 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 9612 members 
Mstep: Class 20 contains 99363 members 
Mstep: Class 21 contains 16825 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132465 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17341 members 
Mstep: Class 28 contains 22875 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 16808 members 
Entering Unmasked Estep 
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Score: -181085440.000000 Penalty: 108826.757812
Iteration 145Q: 32 clusters Score -1.810854e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 127945 members 
Mstep: Class 6 contains 229742 members 
Mstep: Class 7 contains 67941 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 178599 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 72912 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 29878 members 
Mstep: Class 14 contains 174257 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 99388 members 
Mstep: Class 21 contains 16819 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132576 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17341 members 
Mstep: Class 28 contains 22867 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 16865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085856.000000 Penalty: 108826.757812
Iteration 146Q: 32 clusters Score -1.810859e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9993 members 
Mstep: Class 3 contains 21604 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 127939 members 
Mstep: Class 6 contains 229690 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 178468 members 
Mstep: Class 10 contains 21401 members 
Mstep: Class 11 contains 74352 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 29845 members 
Mstep: Class 14 contains 173056 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 99410 members 
Mstep: Class 21 contains 16820 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132662 members 
Mstep: Class 26 contains 71776 members 
Mstep: Class 27 contains 17342 members 
Mstep: Class 28 contains 22871 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 11007 members 
Mstep: Class 31 contains 16917 members 
Entering Unmasked Estep 
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Score: -181086320.000000 Penalty: 108826.757812
Iteration 147Q: 32 clusters Score -1.810863e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9973 members 
Mstep: Class 3 contains 21548 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 127935 members 
Mstep: Class 6 contains 229644 members 
Mstep: Class 7 contains 67840 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 178335 members 
Mstep: Class 10 contains 21405 members 
Mstep: Class 11 contains 75808 members 
Mstep: Class 12 contains 10928 members 
Mstep: Class 13 contains 29817 members 
Mstep: Class 14 contains 171828 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 99421 members 
Mstep: Class 21 contains 16818 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 3719 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132786 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17343 members 
Mstep: Class 28 contains 22868 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 10992 members 
Mstep: Class 31 contains 16971 members 
Entering Unmasked Estep 
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Score: -181086944.000000 Penalty: 108826.757812
Iteration 148Q: 32 clusters Score -1.810869e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9955 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 127933 members 
Mstep: Class 6 contains 229599 members 
Mstep: Class 7 contains 67785 members 
Mstep: Class 8 contains 7695 members 
Mstep: Class 9 contains 178197 members 
Mstep: Class 10 contains 21414 members 
Mstep: Class 11 contains 77313 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29796 members 
Mstep: Class 14 contains 170554 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 99442 members 
Mstep: Class 21 contains 16813 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 3721 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132888 members 
Mstep: Class 26 contains 71787 members 
Mstep: Class 27 contains 17340 members 
Mstep: Class 28 contains 22856 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 17019 members 
Entering Unmasked Estep 
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Iteration 149Q: 32 clusters Score -1.810868e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9942 members 
Mstep: Class 3 contains 21437 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 127925 members 
Mstep: Class 6 contains 229544 members 
Mstep: Class 7 contains 67734 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 178040 members 
Mstep: Class 10 contains 21425 members 
Mstep: Class 11 contains 78805 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29773 members 
Mstep: Class 14 contains 169353 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 99459 members 
Mstep: Class 21 contains 16809 members 
Mstep: Class 22 contains 3527 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132983 members 
Mstep: Class 26 contains 71787 members 
Mstep: Class 27 contains 17340 members 
Mstep: Class 28 contains 22842 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 10970 members 
Mstep: Class 31 contains 17061 members 
Entering Unmasked Estep 
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Iteration 150Q: 32 clusters Score -1.810868e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9930 members 
Mstep: Class 3 contains 21381 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 127915 members 
Mstep: Class 6 contains 229500 members 
Mstep: Class 7 contains 67688 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 177872 members 
Mstep: Class 10 contains 21429 members 
Mstep: Class 11 contains 80399 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 29743 members 
Mstep: Class 14 contains 168007 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9632 members 
Mstep: Class 20 contains 99482 members 
Mstep: Class 21 contains 16809 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 3725 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133097 members 
Mstep: Class 26 contains 71787 members 
Mstep: Class 27 contains 17338 members 
Mstep: Class 28 contains 22838 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 10959 members 
Mstep: Class 31 contains 17108 members 
Entering Unmasked Estep 
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Iteration 151Q: 32 clusters Score -1.810868e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9924 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 127909 members 
Mstep: Class 6 contains 229480 members 
Mstep: Class 7 contains 67648 members 
Mstep: Class 8 contains 7514 members 
Mstep: Class 9 contains 177701 members 
Mstep: Class 10 contains 21434 members 
Mstep: Class 11 contains 81995 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29709 members 
Mstep: Class 14 contains 166660 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 99499 members 
Mstep: Class 21 contains 16804 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133221 members 
Mstep: Class 26 contains 71792 members 
Mstep: Class 27 contains 17325 members 
Mstep: Class 28 contains 22832 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 10950 members 
Mstep: Class 31 contains 17141 members 
Entering Unmasked Estep 
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Score: -181086864.000000 Penalty: 108826.757812
Iteration 152Q: 32 clusters Score -1.810869e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9910 members 
Mstep: Class 3 contains 21284 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 127904 members 
Mstep: Class 6 contains 229434 members 
Mstep: Class 7 contains 67605 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 177509 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 83699 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 29683 members 
Mstep: Class 14 contains 165267 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 99514 members 
Mstep: Class 21 contains 16800 members 
Mstep: Class 22 contains 3539 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133305 members 
Mstep: Class 26 contains 71795 members 
Mstep: Class 27 contains 17321 members 
Mstep: Class 28 contains 22831 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 10938 members 
Mstep: Class 31 contains 17172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086896.000000 Penalty: 108826.757812
Iteration 153Q: 32 clusters Score -1.810869e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9890 members 
Mstep: Class 3 contains 21224 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 127899 members 
Mstep: Class 6 contains 229375 members 
Mstep: Class 7 contains 67565 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 177334 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 85548 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 163777 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 99514 members 
Mstep: Class 21 contains 16796 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3725 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133360 members 
Mstep: Class 26 contains 71803 members 
Mstep: Class 27 contains 17313 members 
Mstep: Class 28 contains 22816 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 10921 members 
Mstep: Class 31 contains 17207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181087008.000000 Penalty: 108826.757812
Iteration 154Q: 32 clusters Score -1.81087e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 127893 members 
Mstep: Class 6 contains 229277 members 
Mstep: Class 7 contains 67542 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 177123 members 
Mstep: Class 10 contains 21451 members 
Mstep: Class 11 contains 87443 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 29630 members 
Mstep: Class 14 contains 162215 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 19 contains 9649 members 
Mstep: Class 20 contains 99534 members 
Mstep: Class 21 contains 16792 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133474 members 
Mstep: Class 26 contains 71808 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 22810 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 10910 members 
Mstep: Class 31 contains 17242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086896.000000 Penalty: 108826.757812
Iteration 155Q: 32 clusters Score -1.810869e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 21125 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 127883 members 
Mstep: Class 6 contains 229175 members 
Mstep: Class 7 contains 67512 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 176959 members 
Mstep: Class 10 contains 21450 members 
Mstep: Class 11 contains 89461 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29600 members 
Mstep: Class 14 contains 160554 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 99560 members 
Mstep: Class 21 contains 16790 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133522 members 
Mstep: Class 26 contains 71803 members 
Mstep: Class 27 contains 17307 members 
Mstep: Class 28 contains 22810 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 10902 members 
Mstep: Class 31 contains 17264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181087504.000000 Penalty: 108826.757812
Iteration 156Q: 32 clusters Score -1.810875e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 21071 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 127881 members 
Mstep: Class 6 contains 229078 members 
Mstep: Class 7 contains 67486 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 176766 members 
Mstep: Class 10 contains 21453 members 
Mstep: Class 11 contains 91526 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29554 members 
Mstep: Class 14 contains 158865 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 99571 members 
Mstep: Class 21 contains 16786 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3725 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133559 members 
Mstep: Class 26 contains 71809 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 22809 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 10903 members 
Mstep: Class 31 contains 17302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181087808.000000 Penalty: 108826.757812
Iteration 157Q: 32 clusters Score -1.810878e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 21028 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 127876 members 
Mstep: Class 6 contains 228992 members 
Mstep: Class 7 contains 67454 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 176532 members 
Mstep: Class 10 contains 21457 members 
Mstep: Class 11 contains 93700 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 157055 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 99593 members 
Mstep: Class 21 contains 16788 members 
Mstep: Class 22 contains 3547 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133659 members 
Mstep: Class 26 contains 71803 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 22804 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 10900 members 
Mstep: Class 31 contains 17334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181088000.000000 Penalty: 108826.757812
Iteration 158Q: 32 clusters Score -1.81088e+08 nChanged 3395
Entering ConstructFrom: 
Score: -181088000.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -890515.437500 Penalty: 2211.459717
	Iteration 0F: 2 clusters Score -890515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -884533.062500 Penalty: 4422.919434
	Iteration 0F: 3 clusters Score -884533.1 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -886286.500000 Penalty: 4422.919434
	Iteration 1F: 3 clusters Score -886286.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -886748.250000 Penalty: 4422.919434
	Iteration 2F: 3 clusters Score -886748.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -887174.062500 Penalty: 4422.919434
	Iteration 3F: 3 clusters Score -887174.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -887515.125000 Penalty: 4422.919434
	Iteration 4F: 3 clusters Score -887515.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -887765.687500 Penalty: 4422.919434
	Iteration 5Q: 3 clusters Score -887765.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -887980.437500 Penalty: 4422.919434
	Iteration 6Q: 3 clusters Score -887980.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -888162.687500 Penalty: 4422.919434
	Iteration 7Q: 3 clusters Score -888162.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -888300.625000 Penalty: 4422.919434
	Iteration 8Q: 3 clusters Score -888300.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -888399.000000 Penalty: 4422.919434
	Iteration 9Q: 3 clusters Score -888399 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -888472.937500 Penalty: 4422.919434
	Iteration 10Q: 3 clusters Score -888472.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -888524.125000 Penalty: 4422.919434
	Iteration 11Q: 3 clusters Score -888524.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -888561.437500 Penalty: 4422.919434
	Iteration 12Q: 3 clusters Score -888561.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -888586.750000 Penalty: 4422.919434
	Iteration 13Q: 3 clusters Score -888586.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -888604.812500 Penalty: 4422.919434
	Iteration 14Q: 3 clusters Score -888604.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -888625.437500 Penalty: 4422.919434
	Iteration 15Q: 3 clusters Score -888625.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -888644.437500 Penalty: 4422.919434
	Iteration 16Q: 3 clusters Score -888644.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -888654.625000 Penalty: 4422.919434
	Iteration 17Q: 3 clusters Score -888654.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -888663.250000 Penalty: 4422.919434
	Iteration 18Q: 3 clusters Score -888663.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -888672.312500 Penalty: 4422.919434
	Iteration 19Q: 3 clusters Score -888672.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -888681.937500 Penalty: 4422.919434
	Iteration 20F: 3 clusters Score -888681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -888684.750000 Penalty: 4422.919434
	Iteration 21Q: 3 clusters Score -888684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -888689.812500 Penalty: 4422.919434
	Iteration 22Q: 3 clusters Score -888689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -888695.125000 Penalty: 4422.919434
	Iteration 23Q: 3 clusters Score -888695.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -888701.312500 Penalty: 4422.919434
	Iteration 24Q: 3 clusters Score -888701.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -888703.125000 Penalty: 4422.919434
	Iteration 25Q: 3 clusters Score -888703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -888705.750000 Penalty: 4422.919434
	Iteration 26Q: 3 clusters Score -888705.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -888711.062500 Penalty: 4422.919434
	Iteration 27Q: 3 clusters Score -888711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -888713.937500 Penalty: 4422.919434
	Iteration 28Q: 3 clusters Score -888713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -888718.437500 Penalty: 4422.919434
	Iteration 29Q: 3 clusters Score -888718.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -888720.562500 Penalty: 4422.919434
	Iteration 30Q: 3 clusters Score -888720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -888723.187500 Penalty: 4422.919434
	Iteration 31Q: 3 clusters Score -888723.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -888724.187500 Penalty: 4422.919434
	Iteration 32Q: 3 clusters Score -888724.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -888725.937500 Penalty: 4422.919434
	Iteration 33Q: 3 clusters Score -888725.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -888727.625000 Penalty: 4422.919434
	Iteration 34Q: 3 clusters Score -888727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -888727.937500 Penalty: 4422.919434
	Iteration 35Q: 3 clusters Score -888727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -888731.937500 Penalty: 4422.919434
	Iteration 36Q: 3 clusters Score -888731.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -888735.625000 Penalty: 4422.919434
	Iteration 37Q: 3 clusters Score -888735.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -888740.937500 Penalty: 4422.919434
	Iteration 38Q: 3 clusters Score -888740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -888742.437500 Penalty: 4422.919434
	Iteration 39Q: 3 clusters Score -888742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -888745.187500 Penalty: 4422.919434
	Iteration 40F: 3 clusters Score -888745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -888745.187500 Penalty: 4422.919434
	Iteration 41Q: 3 clusters Score -888745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -888746.062500 Penalty: 4422.919434
	Iteration 42Q: 3 clusters Score -888746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -888748.937500 Penalty: 4422.919434
	Iteration 43Q: 3 clusters Score -888748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -888750.062500 Penalty: 4422.919434
	Iteration 44Q: 3 clusters Score -888750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -888751.500000 Penalty: 4422.919434
	Iteration 45Q: 3 clusters Score -888751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -888752.125000 Penalty: 4422.919434
	Iteration 46Q: 3 clusters Score -888752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -888752.125000 Penalty: 4422.919434
	Iteration 47F: 3 clusters Score -888752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1208552.500000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -1208552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1201058.125000 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -1201058 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1203491.500000 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -1203492 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1204104.500000 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -1204104 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1204696.500000 Penalty: 4560.580566
	Iteration 3F: 3 clusters Score -1204696 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1205314.500000 Penalty: 4560.580566
	Iteration 4F: 3 clusters Score -1205314 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1205828.000000 Penalty: 4560.580566
	Iteration 5F: 3 clusters Score -1205828 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1206244.000000 Penalty: 4560.580566
	Iteration 6F: 3 clusters Score -1206244 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1206626.750000 Penalty: 4560.580566
	Iteration 7Q: 3 clusters Score -1206627 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1206938.125000 Penalty: 4560.580566
	Iteration 8Q: 3 clusters Score -1206938 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1207210.375000 Penalty: 4560.580566
	Iteration 9Q: 3 clusters Score -1207210 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1207403.500000 Penalty: 4560.580566
	Iteration 10Q: 3 clusters Score -1207404 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1207533.500000 Penalty: 4560.580566
	Iteration 11Q: 3 clusters Score -1207534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1207603.000000 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -1207603 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1207645.125000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -1207645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1207679.000000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -1207679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1207706.250000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -1207706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1207729.875000 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -1207730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1207746.500000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -1207746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1207757.000000 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -1207757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1207764.750000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -1207765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1207775.125000 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -1207775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1207778.500000 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -1207778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1207785.000000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -1207785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1207791.375000 Penalty: 4560.580566
	Iteration 23Q: 3 clusters Score -1207791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1207800.000000 Penalty: 4560.580566
	Iteration 24Q: 3 clusters Score -1207800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1207804.875000 Penalty: 4560.580566
	Iteration 25Q: 3 clusters Score -1207805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1207807.875000 Penalty: 4560.580566
	Iteration 26Q: 3 clusters Score -1207808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1207813.000000 Penalty: 4560.580566
	Iteration 27Q: 3 clusters Score -1207813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1207815.625000 Penalty: 4560.580566
	Iteration 28Q: 3 clusters Score -1207816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1207819.500000 Penalty: 4560.580566
	Iteration 29Q: 3 clusters Score -1207820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1207822.750000 Penalty: 4560.580566
	Iteration 30Q: 3 clusters Score -1207823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1207829.250000 Penalty: 4560.580566
	Iteration 31Q: 3 clusters Score -1207829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1207830.750000 Penalty: 4560.580566
	Iteration 32Q: 3 clusters Score -1207831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1207833.625000 Penalty: 4560.580566
	Iteration 33Q: 3 clusters Score -1207834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1207834.375000 Penalty: 4560.580566
	Iteration 34Q: 3 clusters Score -1207834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1207832.125000 Penalty: 4560.580566
	Iteration 35Q: 3 clusters Score -1207832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1207828.500000 Penalty: 4560.580566
	Iteration 36Q: 3 clusters Score -1207828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1207833.250000 Penalty: 4560.580566
	Iteration 37Q: 3 clusters Score -1207833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1207836.125000 Penalty: 4560.580566
	Iteration 38Q: 3 clusters Score -1207836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1207836.000000 Penalty: 4560.580566
	Iteration 39Q: 3 clusters Score -1207836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1207835.375000 Penalty: 4560.580566
	Iteration 40F: 3 clusters Score -1207835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1207835.750000 Penalty: 4560.580566
	Iteration 41Q: 3 clusters Score -1207836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1207834.500000 Penalty: 4560.580566
	Iteration 42Q: 3 clusters Score -1207834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1207834.625000 Penalty: 4560.580566
	Iteration 43Q: 3 clusters Score -1207835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1207836.250000 Penalty: 4560.580566
	Iteration 44Q: 3 clusters Score -1207836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1207836.250000 Penalty: 4560.580566
	Iteration 45F: 3 clusters Score -1207836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Entering Unmasked Estep 
Score: -2835496.250000 Penalty: 2468.058594
	Iteration 0F: 2 clusters Score -2835496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2820761.500000 Penalty: 4936.117188
	Iteration 0F: 3 clusters Score -2820762 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2825661.750000 Penalty: 4936.117188
	Iteration 1F: 3 clusters Score -2825662 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2826049.000000 Penalty: 4936.117188
	Iteration 2F: 3 clusters Score -2826049 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2826347.250000 Penalty: 4936.117188
	Iteration 3Q: 3 clusters Score -2826347 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2826629.750000 Penalty: 4936.117188
	Iteration 4Q: 3 clusters Score -2826630 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2826870.250000 Penalty: 4936.117188
	Iteration 5Q: 3 clusters Score -2826870 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2827088.500000 Penalty: 4936.117188
	Iteration 6Q: 3 clusters Score -2827088 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2827349.000000 Penalty: 4936.117188
	Iteration 7Q: 3 clusters Score -2827349 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2827688.250000 Penalty: 4936.117188
	Iteration 8Q: 3 clusters Score -2827688 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2828113.250000 Penalty: 4936.117188
	Iteration 9Q: 3 clusters Score -2828113 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2828546.500000 Penalty: 4936.117188
	Iteration 10Q: 3 clusters Score -2828546 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2828987.500000 Penalty: 4936.117188
	Iteration 11Q: 3 clusters Score -2828988 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2829385.250000 Penalty: 4936.117188
	Iteration 12Q: 3 clusters Score -2829385 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2829704.250000 Penalty: 4936.117188
	Iteration 13Q: 3 clusters Score -2829704 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2830006.750000 Penalty: 4936.117188
	Iteration 14Q: 3 clusters Score -2830007 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2830237.000000 Penalty: 4936.117188
	Iteration 15Q: 3 clusters Score -2830237 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2830451.250000 Penalty: 4936.117188
	Iteration 16Q: 3 clusters Score -2830451 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2830670.500000 Penalty: 4936.117188
	Iteration 17Q: 3 clusters Score -2830670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2830814.500000 Penalty: 4936.117188
	Iteration 18Q: 3 clusters Score -2830814 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2830928.500000 Penalty: 4936.117188
	Iteration 19Q: 3 clusters Score -2830928 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2831045.250000 Penalty: 4936.117188
	Iteration 20F: 3 clusters Score -2831045 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2831156.250000 Penalty: 4936.117188
	Iteration 21Q: 3 clusters Score -2831156 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2831255.500000 Penalty: 4936.117188
	Iteration 22Q: 3 clusters Score -2831256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2831324.500000 Penalty: 4936.117188
	Iteration 23Q: 3 clusters Score -2831324 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2831395.750000 Penalty: 4936.117188
	Iteration 24Q: 3 clusters Score -2831396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2831447.500000 Penalty: 4936.117188
	Iteration 25Q: 3 clusters Score -2831448 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2831488.750000 Penalty: 4936.117188
	Iteration 26Q: 3 clusters Score -2831489 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2831537.250000 Penalty: 4936.117188
	Iteration 27Q: 3 clusters Score -2831537 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2831563.250000 Penalty: 4936.117188
	Iteration 28Q: 3 clusters Score -2831563 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2831590.250000 Penalty: 4936.117188
	Iteration 29Q: 3 clusters Score -2831590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2831624.500000 Penalty: 4936.117188
	Iteration 30Q: 3 clusters Score -2831624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2831635.000000 Penalty: 4936.117188
	Iteration 31Q: 3 clusters Score -2831635 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2831661.000000 Penalty: 4936.117188
	Iteration 32Q: 3 clusters Score -2831661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2831678.000000 Penalty: 4936.117188
	Iteration 33Q: 3 clusters Score -2831678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2831687.000000 Penalty: 4936.117188
	Iteration 34Q: 3 clusters Score -2831687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2831704.000000 Penalty: 4936.117188
	Iteration 35Q: 3 clusters Score -2831704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2831709.250000 Penalty: 4936.117188
	Iteration 36Q: 3 clusters Score -2831709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2831733.250000 Penalty: 4936.117188
	Iteration 37Q: 3 clusters Score -2831733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2831754.000000 Penalty: 4936.117188
	Iteration 38Q: 3 clusters Score -2831754 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2831770.750000 Penalty: 4936.117188
	Iteration 39Q: 3 clusters Score -2831771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2831779.500000 Penalty: 4936.117188
	Iteration 40F: 3 clusters Score -2831780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2831791.500000 Penalty: 4936.117188
	Iteration 41Q: 3 clusters Score -2831792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2831807.000000 Penalty: 4936.117188
	Iteration 42Q: 3 clusters Score -2831807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2831817.750000 Penalty: 4936.117188
	Iteration 43Q: 3 clusters Score -2831818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2831827.250000 Penalty: 4936.117188
	Iteration 44Q: 3 clusters Score -2831827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2831844.000000 Penalty: 4936.117188
	Iteration 45Q: 3 clusters Score -2831844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2831847.750000 Penalty: 4936.117188
	Iteration 46Q: 3 clusters Score -2831848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2831869.500000 Penalty: 4936.117188
	Iteration 47Q: 3 clusters Score -2831870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2831878.500000 Penalty: 4936.117188
	Iteration 48Q: 3 clusters Score -2831878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2831903.250000 Penalty: 4936.117188
	Iteration 49Q: 3 clusters Score -2831903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2831921.250000 Penalty: 4936.117188
	Iteration 50Q: 3 clusters Score -2831921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2831937.250000 Penalty: 4936.117188
	Iteration 51Q: 3 clusters Score -2831937 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2831968.250000 Penalty: 4936.117188
	Iteration 52Q: 3 clusters Score -2831968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2832003.000000 Penalty: 4936.117188
	Iteration 53Q: 3 clusters Score -2832003 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2832038.750000 Penalty: 4936.117188
	Iteration 54Q: 3 clusters Score -2832039 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2832073.750000 Penalty: 4936.117188
	Iteration 55Q: 3 clusters Score -2832074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2832095.500000 Penalty: 4936.117188
	Iteration 56Q: 3 clusters Score -2832096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2832113.000000 Penalty: 4936.117188
	Iteration 57Q: 3 clusters Score -2832113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2832147.000000 Penalty: 4936.117188
	Iteration 58Q: 3 clusters Score -2832147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2832190.750000 Penalty: 4936.117188
	Iteration 59Q: 3 clusters Score -2832191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2832224.250000 Penalty: 4936.117188
	Iteration 60F: 3 clusters Score -2832224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2832265.500000 Penalty: 4936.117188
	Iteration 61Q: 3 clusters Score -2832266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2832296.750000 Penalty: 4936.117188
	Iteration 62Q: 3 clusters Score -2832297 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2832340.750000 Penalty: 4936.117188
	Iteration 63Q: 3 clusters Score -2832341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2832380.500000 Penalty: 4936.117188
	Iteration 64Q: 3 clusters Score -2832380 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2832437.250000 Penalty: 4936.117188
	Iteration 65Q: 3 clusters Score -2832437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2832487.250000 Penalty: 4936.117188
	Iteration 66Q: 3 clusters Score -2832487 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2832525.250000 Penalty: 4936.117188
	Iteration 67Q: 3 clusters Score -2832525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2832581.250000 Penalty: 4936.117188
	Iteration 68Q: 3 clusters Score -2832581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2832618.750000 Penalty: 4936.117188
	Iteration 69Q: 3 clusters Score -2832619 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2832680.250000 Penalty: 4936.117188
	Iteration 70Q: 3 clusters Score -2832680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2832730.000000 Penalty: 4936.117188
	Iteration 71Q: 3 clusters Score -2832730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2832775.250000 Penalty: 4936.117188
	Iteration 72Q: 3 clusters Score -2832775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2832831.250000 Penalty: 4936.117188
	Iteration 73Q: 3 clusters Score -2832831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2832874.750000 Penalty: 4936.117188
	Iteration 74Q: 3 clusters Score -2832875 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2832918.250000 Penalty: 4936.117188
	Iteration 75Q: 3 clusters Score -2832918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2832953.500000 Penalty: 4936.117188
	Iteration 76Q: 3 clusters Score -2832954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2832996.250000 Penalty: 4936.117188
	Iteration 77Q: 3 clusters Score -2832996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2833045.000000 Penalty: 4936.117188
	Iteration 78Q: 3 clusters Score -2833045 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2833078.000000 Penalty: 4936.117188
	Iteration 79Q: 3 clusters Score -2833078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2833110.750000 Penalty: 4936.117188
	Iteration 80F: 3 clusters Score -2833111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2833149.750000 Penalty: 4936.117188
	Iteration 81Q: 3 clusters Score -2833150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2833183.500000 Penalty: 4936.117188
	Iteration 82Q: 3 clusters Score -2833184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2833231.750000 Penalty: 4936.117188
	Iteration 83Q: 3 clusters Score -2833232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2833264.250000 Penalty: 4936.117188
	Iteration 84Q: 3 clusters Score -2833264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2833291.000000 Penalty: 4936.117188
	Iteration 85Q: 3 clusters Score -2833291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2833309.000000 Penalty: 4936.117188
	Iteration 86Q: 3 clusters Score -2833309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2833326.000000 Penalty: 4936.117188
	Iteration 87Q: 3 clusters Score -2833326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2833343.750000 Penalty: 4936.117188
	Iteration 88Q: 3 clusters Score -2833344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2833350.500000 Penalty: 4936.117188
	Iteration 89Q: 3 clusters Score -2833350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2833372.000000 Penalty: 4936.117188
	Iteration 90Q: 3 clusters Score -2833372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2833381.000000 Penalty: 4936.117188
	Iteration 91Q: 3 clusters Score -2833381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2833386.750000 Penalty: 4936.117188
	Iteration 92Q: 3 clusters Score -2833387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2833392.000000 Penalty: 4936.117188
	Iteration 93Q: 3 clusters Score -2833392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2833397.250000 Penalty: 4936.117188
	Iteration 94Q: 3 clusters Score -2833397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2833412.250000 Penalty: 4936.117188
	Iteration 95Q: 3 clusters Score -2833412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2833410.250000 Penalty: 4936.117188
	Iteration 96Q: 3 clusters Score -2833410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2833418.500000 Penalty: 4936.117188
	Iteration 97Q: 3 clusters Score -2833418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2833430.500000 Penalty: 4936.117188
	Iteration 98Q: 3 clusters Score -2833430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2833430.250000 Penalty: 4936.117188
	Iteration 99Q: 3 clusters Score -2833430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2833437.500000 Penalty: 4936.117188
	Iteration 100F: 3 clusters Score -2833438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2833440.500000 Penalty: 4936.117188
	Iteration 101Q: 3 clusters Score -2833440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2833444.000000 Penalty: 4936.117188
	Iteration 102Q: 3 clusters Score -2833444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2833440.750000 Penalty: 4936.117188
	Iteration 103Q: 3 clusters Score -2833441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2833442.000000 Penalty: 4936.117188
	Iteration 104Q: 3 clusters Score -2833442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2833441.000000 Penalty: 4936.117188
	Iteration 105Q: 3 clusters Score -2833441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2833444.000000 Penalty: 4936.117188
	Iteration 106Q: 3 clusters Score -2833444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2833444.750000 Penalty: 4936.117188
	Iteration 107Q: 3 clusters Score -2833445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2833447.250000 Penalty: 4936.117188
	Iteration 108Q: 3 clusters Score -2833447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2833448.250000 Penalty: 4936.117188
	Iteration 109Q: 3 clusters Score -2833448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2833449.250000 Penalty: 4936.117188
	Iteration 110Q: 3 clusters Score -2833449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2833449.250000 Penalty: 4936.117188
	Iteration 111F: 3 clusters Score -2833449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -617920.125000 Penalty: 2110.071777
	Iteration 0F: 2 clusters Score -617920.1 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 2452 members 
Entering Unmasked Estep 
Score: -613457.062500 Penalty: 4220.143555
	Iteration 0F: 3 clusters Score -613457.1 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -614485.187500 Penalty: 4220.143555
	Iteration 1F: 3 clusters Score -614485.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -614703.562500 Penalty: 4220.143555
	Iteration 2F: 3 clusters Score -614703.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -614853.187500 Penalty: 4220.143555
	Iteration 3F: 3 clusters Score -614853.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -614955.312500 Penalty: 4220.143555
	Iteration 4Q: 3 clusters Score -614955.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -615040.125000 Penalty: 4220.143555
	Iteration 5Q: 3 clusters Score -615040.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -615121.562500 Penalty: 4220.143555
	Iteration 6Q: 3 clusters Score -615121.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -615200.687500 Penalty: 4220.143555
	Iteration 7Q: 3 clusters Score -615200.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -615277.750000 Penalty: 4220.143555
	Iteration 8Q: 3 clusters Score -615277.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -615352.125000 Penalty: 4220.143555
	Iteration 9Q: 3 clusters Score -615352.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -615417.312500 Penalty: 4220.143555
	Iteration 10Q: 3 clusters Score -615417.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -615487.750000 Penalty: 4220.143555
	Iteration 11Q: 3 clusters Score -615487.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -615560.250000 Penalty: 4220.143555
	Iteration 12Q: 3 clusters Score -615560.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -615639.625000 Penalty: 4220.143555
	Iteration 13Q: 3 clusters Score -615639.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -615716.812500 Penalty: 4220.143555
	Iteration 14Q: 3 clusters Score -615716.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -615792.437500 Penalty: 4220.143555
	Iteration 15Q: 3 clusters Score -615792.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -615848.500000 Penalty: 4220.143555
	Iteration 16Q: 3 clusters Score -615848.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -615905.687500 Penalty: 4220.143555
	Iteration 17Q: 3 clusters Score -615905.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -615948.750000 Penalty: 4220.143555
	Iteration 18Q: 3 clusters Score -615948.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -615988.000000 Penalty: 4220.143555
	Iteration 19Q: 3 clusters Score -615988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -616022.500000 Penalty: 4220.143555
	Iteration 20F: 3 clusters Score -616022.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -616049.750000 Penalty: 4220.143555
	Iteration 21Q: 3 clusters Score -616049.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -616079.687500 Penalty: 4220.143555
	Iteration 22Q: 3 clusters Score -616079.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -616110.000000 Penalty: 4220.143555
	Iteration 23Q: 3 clusters Score -616110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -616143.062500 Penalty: 4220.143555
	Iteration 24Q: 3 clusters Score -616143.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -616171.937500 Penalty: 4220.143555
	Iteration 25Q: 3 clusters Score -616171.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -616202.562500 Penalty: 4220.143555
	Iteration 26Q: 3 clusters Score -616202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -616222.562500 Penalty: 4220.143555
	Iteration 27Q: 3 clusters Score -616222.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -616244.000000 Penalty: 4220.143555
	Iteration 28Q: 3 clusters Score -616244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -616258.250000 Penalty: 4220.143555
	Iteration 29Q: 3 clusters Score -616258.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -616272.937500 Penalty: 4220.143555
	Iteration 30Q: 3 clusters Score -616272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -616284.062500 Penalty: 4220.143555
	Iteration 31Q: 3 clusters Score -616284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -616293.562500 Penalty: 4220.143555
	Iteration 32Q: 3 clusters Score -616293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -616304.375000 Penalty: 4220.143555
	Iteration 33Q: 3 clusters Score -616304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -616311.437500 Penalty: 4220.143555
	Iteration 34Q: 3 clusters Score -616311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -616315.625000 Penalty: 4220.143555
	Iteration 35Q: 3 clusters Score -616315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -616319.312500 Penalty: 4220.143555
	Iteration 36Q: 3 clusters Score -616319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -616321.562500 Penalty: 4220.143555
	Iteration 37Q: 3 clusters Score -616321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -616322.812500 Penalty: 4220.143555
	Iteration 38Q: 3 clusters Score -616322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -616322.437500 Penalty: 4220.143555
	Iteration 39Q: 3 clusters Score -616322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -616322.437500 Penalty: 4220.143555
	Iteration 40F: 3 clusters Score -616322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Entering Unmasked Estep 
Score: -16821186.000000 Penalty: 2916.184326
	Iteration 0F: 2 clusters Score -1.682119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -16736488.000000 Penalty: 5832.368652
	Iteration 0F: 3 clusters Score -1.673649e+07 nChanged 60942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -16771437.000000 Penalty: 5832.368652
	Iteration 1F: 3 clusters Score -1.677144e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -16772428.000000 Penalty: 5832.368652
	Iteration 2Q: 3 clusters Score -1.677243e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -16773477.000000 Penalty: 5832.368652
	Iteration 3Q: 3 clusters Score -1.677348e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -16774869.000000 Penalty: 5832.368652
	Iteration 4Q: 3 clusters Score -1.677487e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -16776798.000000 Penalty: 5832.368652
	Iteration 5Q: 3 clusters Score -1.67768e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -16779406.000000 Penalty: 5832.368652
	Iteration 6Q: 3 clusters Score -1.677941e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -16782308.000000 Penalty: 5832.368652
	Iteration 7F: 3 clusters Score -1.678231e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -16785160.000000 Penalty: 5832.368652
	Iteration 8F: 3 clusters Score -1.678516e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -16787774.000000 Penalty: 5832.368652
	Iteration 9Q: 3 clusters Score -1.678777e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -16789884.000000 Penalty: 5832.368652
	Iteration 10Q: 3 clusters Score -1.678988e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -16791484.000000 Penalty: 5832.368652
	Iteration 11Q: 3 clusters Score -1.679148e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -16792382.000000 Penalty: 5832.368652
	Iteration 12Q: 3 clusters Score -1.679238e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -16793326.000000 Penalty: 5832.368652
	Iteration 13Q: 3 clusters Score -1.679333e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -16794058.000000 Penalty: 5832.368652
	Iteration 14Q: 3 clusters Score -1.679406e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -16794828.000000 Penalty: 5832.368652
	Iteration 15Q: 3 clusters Score -1.679483e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -16795704.000000 Penalty: 5832.368652
	Iteration 16Q: 3 clusters Score -1.67957e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -16796808.000000 Penalty: 5832.368652
	Iteration 17Q: 3 clusters Score -1.679681e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -16798296.000000 Penalty: 5832.368652
	Iteration 18Q: 3 clusters Score -1.67983e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -16800104.000000 Penalty: 5832.368652
	Iteration 19Q: 3 clusters Score -1.68001e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -16802080.000000 Penalty: 5832.368652
	Iteration 20F: 3 clusters Score -1.680208e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -16804504.000000 Penalty: 5832.368652
	Iteration 21Q: 3 clusters Score -1.68045e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -16807024.000000 Penalty: 5832.368652
	Iteration 22Q: 3 clusters Score -1.680702e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -16809476.000000 Penalty: 5832.368652
	Iteration 23Q: 3 clusters Score -1.680948e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -16811810.000000 Penalty: 5832.368652
	Iteration 24Q: 3 clusters Score -1.681181e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -16813598.000000 Penalty: 5832.368652
	Iteration 25Q: 3 clusters Score -1.68136e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -16815276.000000 Penalty: 5832.368652
	Iteration 26Q: 3 clusters Score -1.681528e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -16816352.000000 Penalty: 5832.368652
	Iteration 27Q: 3 clusters Score -1.681635e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -16817110.000000 Penalty: 5832.368652
	Iteration 28Q: 3 clusters Score -1.681711e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -16817686.000000 Penalty: 5832.368652
	Iteration 29Q: 3 clusters Score -1.681769e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -16818074.000000 Penalty: 5832.368652
	Iteration 30Q: 3 clusters Score -1.681807e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -16818318.000000 Penalty: 5832.368652
	Iteration 31Q: 3 clusters Score -1.681832e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -16818492.000000 Penalty: 5832.368652
	Iteration 32Q: 3 clusters Score -1.681849e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16818628.000000 Penalty: 5832.368652
	Iteration 33Q: 3 clusters Score -1.681863e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -16818726.000000 Penalty: 5832.368652
	Iteration 34Q: 3 clusters Score -1.681873e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -16818826.000000 Penalty: 5832.368652
	Iteration 35Q: 3 clusters Score -1.681883e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -16818846.000000 Penalty: 5832.368652
	Iteration 36Q: 3 clusters Score -1.681885e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -16818884.000000 Penalty: 5832.368652
	Iteration 37Q: 3 clusters Score -1.681888e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -16818904.000000 Penalty: 5832.368652
	Iteration 38Q: 3 clusters Score -1.68189e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -16818916.000000 Penalty: 5832.368652
	Iteration 39Q: 3 clusters Score -1.681892e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125485 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -16818938.000000 Penalty: 5832.368652
	Iteration 40F: 3 clusters Score -1.681894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -16818934.000000 Penalty: 5832.368652
	Iteration 41Q: 3 clusters Score -1.681893e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -16818956.000000 Penalty: 5832.368652
	Iteration 42Q: 3 clusters Score -1.681896e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -16818984.000000 Penalty: 5832.368652
	Iteration 43Q: 3 clusters Score -1.681898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16819006.000000 Penalty: 5832.368652
	Iteration 44Q: 3 clusters Score -1.681901e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -16819012.000000 Penalty: 5832.368652
	Iteration 45Q: 3 clusters Score -1.681901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16819000.000000 Penalty: 5832.368652
	Iteration 46Q: 3 clusters Score -1.6819e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -16819022.000000 Penalty: 5832.368652
	Iteration 47Q: 3 clusters Score -1.681902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -16819046.000000 Penalty: 5832.368652
	Iteration 48Q: 3 clusters Score -1.681905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125758 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -16819068.000000 Penalty: 5832.368652
	Iteration 49Q: 3 clusters Score -1.681907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -16819054.000000 Penalty: 5832.368652
	Iteration 50Q: 3 clusters Score -1.681905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16819060.000000 Penalty: 5832.368652
	Iteration 51Q: 3 clusters Score -1.681906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16819076.000000 Penalty: 5832.368652
	Iteration 52Q: 3 clusters Score -1.681908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -16819080.000000 Penalty: 5832.368652
	Iteration 53Q: 3 clusters Score -1.681908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -16819072.000000 Penalty: 5832.368652
	Iteration 54Q: 3 clusters Score -1.681907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -16819076.000000 Penalty: 5832.368652
	Iteration 55Q: 3 clusters Score -1.681908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -16819088.000000 Penalty: 5832.368652
	Iteration 56Q: 3 clusters Score -1.681909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125884 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -16819094.000000 Penalty: 5832.368652
	Iteration 57Q: 3 clusters Score -1.681909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125892 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -16819096.000000 Penalty: 5832.368652
	Iteration 58Q: 3 clusters Score -1.68191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -16819090.000000 Penalty: 5832.368652
	Iteration 59Q: 3 clusters Score -1.681909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -16819104.000000 Penalty: 5832.368652
	Iteration 60F: 3 clusters Score -1.68191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16819096.000000 Penalty: 5832.368652
	Iteration 61Q: 3 clusters Score -1.68191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16819092.000000 Penalty: 5832.368652
	Iteration 62Q: 3 clusters Score -1.681909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16819104.000000 Penalty: 5832.368652
	Iteration 63Q: 3 clusters Score -1.68191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16819092.000000 Penalty: 5832.368652
	Iteration 64Q: 3 clusters Score -1.681909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16819084.000000 Penalty: 5832.368652
	Iteration 65Q: 3 clusters Score -1.681908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16819090.000000 Penalty: 5832.368652
	Iteration 66Q: 3 clusters Score -1.681909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125972 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16819084.000000 Penalty: 5832.368652
	Iteration 67Q: 3 clusters Score -1.681908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -16819086.000000 Penalty: 5832.368652
	Iteration 68Q: 3 clusters Score -1.681909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -16819110.000000 Penalty: 5832.368652
	Iteration 69Q: 3 clusters Score -1.681911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125982 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16819102.000000 Penalty: 5832.368652
	Iteration 70Q: 3 clusters Score -1.68191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -16819094.000000 Penalty: 5832.368652
	Iteration 71Q: 3 clusters Score -1.681909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -16819084.000000 Penalty: 5832.368652
	Iteration 72Q: 3 clusters Score -1.681908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125996 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -16819086.000000 Penalty: 5832.368652
	Iteration 73Q: 3 clusters Score -1.681909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16819088.000000 Penalty: 5832.368652
	Iteration 74Q: 3 clusters Score -1.681909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16819084.000000 Penalty: 5832.368652
	Iteration 75Q: 3 clusters Score -1.681908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -16819088.000000 Penalty: 5832.368652
	Iteration 76Q: 3 clusters Score -1.681909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16819088.000000 Penalty: 5832.368652
	Iteration 77Q: 3 clusters Score -1.681909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16819088.000000 Penalty: 5832.368652
	Iteration 78F: 3 clusters Score -1.681909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228928 members 
Entering Unmasked Estep 
Score: -30613350.000000 Penalty: 3060.608398
	Iteration 0F: 2 clusters Score -3.061335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -30474566.000000 Penalty: 6121.216797
	Iteration 0F: 3 clusters Score -3.047457e+07 nChanged 110242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -30540202.000000 Penalty: 6121.216797
	Iteration 1F: 3 clusters Score -3.05402e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -30542516.000000 Penalty: 6121.216797
	Iteration 2Q: 3 clusters Score -3.054252e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139927 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -30546332.000000 Penalty: 6121.216797
	Iteration 3Q: 3 clusters Score -3.054633e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -30553804.000000 Penalty: 6121.216797
	Iteration 4F: 3 clusters Score -3.05538e+07 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -30564930.000000 Penalty: 6121.216797
	Iteration 5F: 3 clusters Score -3.056493e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183707 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -30577758.000000 Penalty: 6121.216797
	Iteration 6F: 3 clusters Score -3.057776e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197012 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -30588128.000000 Penalty: 6121.216797
	Iteration 7F: 3 clusters Score -3.058813e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -30594810.000000 Penalty: 6121.216797
	Iteration 8Q: 3 clusters Score -3.059481e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211031 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -30599142.000000 Penalty: 6121.216797
	Iteration 9Q: 3 clusters Score -3.059914e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214726 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -30601792.000000 Penalty: 6121.216797
	Iteration 10Q: 3 clusters Score -3.060179e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217513 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -30603456.000000 Penalty: 6121.216797
	Iteration 11Q: 3 clusters Score -3.060346e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219701 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -30604978.000000 Penalty: 6121.216797
	Iteration 12Q: 3 clusters Score -3.060498e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221452 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -30606040.000000 Penalty: 6121.216797
	Iteration 13Q: 3 clusters Score -3.060604e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222901 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -30606976.000000 Penalty: 6121.216797
	Iteration 14Q: 3 clusters Score -3.060698e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224128 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -30607802.000000 Penalty: 6121.216797
	Iteration 15Q: 3 clusters Score -3.06078e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225088 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -30608378.000000 Penalty: 6121.216797
	Iteration 16Q: 3 clusters Score -3.060838e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225875 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -30608848.000000 Penalty: 6121.216797
	Iteration 17Q: 3 clusters Score -3.060885e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226474 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -30609228.000000 Penalty: 6121.216797
	Iteration 18Q: 3 clusters Score -3.060923e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226958 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -30609558.000000 Penalty: 6121.216797
	Iteration 19Q: 3 clusters Score -3.060956e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227298 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30609826.000000 Penalty: 6121.216797
	Iteration 20F: 3 clusters Score -3.060983e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227544 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -30609948.000000 Penalty: 6121.216797
	Iteration 21Q: 3 clusters Score -3.060995e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227733 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -30610154.000000 Penalty: 6121.216797
	Iteration 22Q: 3 clusters Score -3.061015e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -30610224.000000 Penalty: 6121.216797
	Iteration 23Q: 3 clusters Score -3.061022e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227973 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -30610226.000000 Penalty: 6121.216797
	Iteration 24Q: 3 clusters Score -3.061023e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228035 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -30610278.000000 Penalty: 6121.216797
	Iteration 25Q: 3 clusters Score -3.061028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228093 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -30610320.000000 Penalty: 6121.216797
	Iteration 26Q: 3 clusters Score -3.061032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -30610372.000000 Penalty: 6121.216797
	Iteration 27Q: 3 clusters Score -3.061037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228182 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -30610396.000000 Penalty: 6121.216797
	Iteration 28Q: 3 clusters Score -3.06104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228203 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -30610430.000000 Penalty: 6121.216797
	Iteration 29Q: 3 clusters Score -3.061043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228222 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -30610438.000000 Penalty: 6121.216797
	Iteration 30Q: 3 clusters Score -3.061044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228230 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -30610430.000000 Penalty: 6121.216797
	Iteration 31Q: 3 clusters Score -3.061043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228238 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -30610420.000000 Penalty: 6121.216797
	Iteration 32Q: 3 clusters Score -3.061042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228244 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -30610428.000000 Penalty: 6121.216797
	Iteration 33Q: 3 clusters Score -3.061043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228249 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -30610442.000000 Penalty: 6121.216797
	Iteration 34Q: 3 clusters Score -3.061044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -30610434.000000 Penalty: 6121.216797
	Iteration 35Q: 3 clusters Score -3.061043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228254 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -30610438.000000 Penalty: 6121.216797
	Iteration 36Q: 3 clusters Score -3.061044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228261 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -30610462.000000 Penalty: 6121.216797
	Iteration 37Q: 3 clusters Score -3.061046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228265 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -30610482.000000 Penalty: 6121.216797
	Iteration 38Q: 3 clusters Score -3.061048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -30610470.000000 Penalty: 6121.216797
	Iteration 39Q: 3 clusters Score -3.061047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228276 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -30610448.000000 Penalty: 6121.216797
	Iteration 40F: 3 clusters Score -3.061045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228283 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -30610466.000000 Penalty: 6121.216797
	Iteration 41Q: 3 clusters Score -3.061047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228293 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -30610476.000000 Penalty: 6121.216797
	Iteration 42Q: 3 clusters Score -3.061048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228302 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30610496.000000 Penalty: 6121.216797
	Iteration 43Q: 3 clusters Score -3.06105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228308 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -30610500.000000 Penalty: 6121.216797
	Iteration 44Q: 3 clusters Score -3.06105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -30610490.000000 Penalty: 6121.216797
	Iteration 45Q: 3 clusters Score -3.061049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -30610490.000000 Penalty: 6121.216797
	Iteration 46F: 3 clusters Score -3.061049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Entering Unmasked Estep 
Score: -8916464.000000 Penalty: 2757.429688
	Iteration 0F: 2 clusters Score -8916464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -8871330.000000 Penalty: 5514.859375
	Iteration 0F: 3 clusters Score -8871330 nChanged 31603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -8888938.000000 Penalty: 5514.859375
	Iteration 1F: 3 clusters Score -8888938 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -8889781.000000 Penalty: 5514.859375
	Iteration 2Q: 3 clusters Score -8889781 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -8890744.000000 Penalty: 5514.859375
	Iteration 3Q: 3 clusters Score -8890744 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -8891897.000000 Penalty: 5514.859375
	Iteration 4Q: 3 clusters Score -8891897 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8893380.000000 Penalty: 5514.859375
	Iteration 5Q: 3 clusters Score -8893380 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -8895033.000000 Penalty: 5514.859375
	Iteration 6Q: 3 clusters Score -8895033 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8896726.000000 Penalty: 5514.859375
	Iteration 7F: 3 clusters Score -8896726 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -8898683.000000 Penalty: 5514.859375
	Iteration 8F: 3 clusters Score -8898683 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -8900576.000000 Penalty: 5514.859375
	Iteration 9F: 3 clusters Score -8900576 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -8902707.000000 Penalty: 5514.859375
	Iteration 10F: 3 clusters Score -8902707 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -8904937.000000 Penalty: 5514.859375
	Iteration 11F: 3 clusters Score -8904937 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -8907321.000000 Penalty: 5514.859375
	Iteration 12Q: 3 clusters Score -8907321 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -8909453.000000 Penalty: 5514.859375
	Iteration 13Q: 3 clusters Score -8909453 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -8911259.000000 Penalty: 5514.859375
	Iteration 14Q: 3 clusters Score -8911259 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -8912382.000000 Penalty: 5514.859375
	Iteration 15Q: 3 clusters Score -8912382 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -8913060.000000 Penalty: 5514.859375
	Iteration 16Q: 3 clusters Score -8913060 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -8913492.000000 Penalty: 5514.859375
	Iteration 17Q: 3 clusters Score -8913492 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -8913761.000000 Penalty: 5514.859375
	Iteration 18Q: 3 clusters Score -8913761 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -8913906.000000 Penalty: 5514.859375
	Iteration 19Q: 3 clusters Score -8913906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -8913979.000000 Penalty: 5514.859375
	Iteration 20F: 3 clusters Score -8913979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -8914030.000000 Penalty: 5514.859375
	Iteration 21Q: 3 clusters Score -8914030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -8914069.000000 Penalty: 5514.859375
	Iteration 22Q: 3 clusters Score -8914069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -8914082.000000 Penalty: 5514.859375
	Iteration 23Q: 3 clusters Score -8914082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -8914114.000000 Penalty: 5514.859375
	Iteration 24Q: 3 clusters Score -8914114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -8914118.000000 Penalty: 5514.859375
	Iteration 25Q: 3 clusters Score -8914118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -8914127.000000 Penalty: 5514.859375
	Iteration 26Q: 3 clusters Score -8914127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8914125.000000 Penalty: 5514.859375
	Iteration 27Q: 3 clusters Score -8914125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8914125.000000 Penalty: 5514.859375
	Iteration 28F: 3 clusters Score -8914125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -913072.500000 Penalty: 2200.446289
	Iteration 0F: 2 clusters Score -913072.5 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 3544 members 
Entering Unmasked Estep 
Score: -907271.437500 Penalty: 4400.892578
	Iteration 0F: 3 clusters Score -907271.4 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -908802.000000 Penalty: 4400.892578
	Iteration 1F: 3 clusters Score -908802 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -909030.312500 Penalty: 4400.892578
	Iteration 2F: 3 clusters Score -909030.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -909185.500000 Penalty: 4400.892578
	Iteration 3Q: 3 clusters Score -909185.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -909300.750000 Penalty: 4400.892578
	Iteration 4Q: 3 clusters Score -909300.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -909399.062500 Penalty: 4400.892578
	Iteration 5Q: 3 clusters Score -909399.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -909472.625000 Penalty: 4400.892578
	Iteration 6Q: 3 clusters Score -909472.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -909548.437500 Penalty: 4400.892578
	Iteration 7Q: 3 clusters Score -909548.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -909625.062500 Penalty: 4400.892578
	Iteration 8Q: 3 clusters Score -909625.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -909715.187500 Penalty: 4400.892578
	Iteration 9Q: 3 clusters Score -909715.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -909818.000000 Penalty: 4400.892578
	Iteration 10Q: 3 clusters Score -909818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -909952.250000 Penalty: 4400.892578
	Iteration 11Q: 3 clusters Score -909952.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -910087.250000 Penalty: 4400.892578
	Iteration 12Q: 3 clusters Score -910087.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -910232.875000 Penalty: 4400.892578
	Iteration 13Q: 3 clusters Score -910232.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -910385.250000 Penalty: 4400.892578
	Iteration 14Q: 3 clusters Score -910385.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -910535.500000 Penalty: 4400.892578
	Iteration 15Q: 3 clusters Score -910535.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -910682.562500 Penalty: 4400.892578
	Iteration 16Q: 3 clusters Score -910682.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -910807.625000 Penalty: 4400.892578
	Iteration 17Q: 3 clusters Score -910807.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -910926.062500 Penalty: 4400.892578
	Iteration 18Q: 3 clusters Score -910926.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -911020.125000 Penalty: 4400.892578
	Iteration 19Q: 3 clusters Score -911020.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -911094.937500 Penalty: 4400.892578
	Iteration 20F: 3 clusters Score -911094.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -911180.312500 Penalty: 4400.892578
	Iteration 21Q: 3 clusters Score -911180.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -911227.250000 Penalty: 4400.892578
	Iteration 22Q: 3 clusters Score -911227.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -911269.187500 Penalty: 4400.892578
	Iteration 23Q: 3 clusters Score -911269.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -911297.312500 Penalty: 4400.892578
	Iteration 24Q: 3 clusters Score -911297.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -911309.750000 Penalty: 4400.892578
	Iteration 25Q: 3 clusters Score -911309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -911318.250000 Penalty: 4400.892578
	Iteration 26Q: 3 clusters Score -911318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -911321.375000 Penalty: 4400.892578
	Iteration 27Q: 3 clusters Score -911321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -911322.875000 Penalty: 4400.892578
	Iteration 28Q: 3 clusters Score -911322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -911325.062500 Penalty: 4400.892578
	Iteration 29Q: 3 clusters Score -911325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -911326.812500 Penalty: 4400.892578
	Iteration 30Q: 3 clusters Score -911326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -911332.562500 Penalty: 4400.892578
	Iteration 31Q: 3 clusters Score -911332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -911336.750000 Penalty: 4400.892578
	Iteration 32Q: 3 clusters Score -911336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -911344.312500 Penalty: 4400.892578
	Iteration 33Q: 3 clusters Score -911344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -911351.750000 Penalty: 4400.892578
	Iteration 34Q: 3 clusters Score -911351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -911355.250000 Penalty: 4400.892578
	Iteration 35Q: 3 clusters Score -911355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -911357.375000 Penalty: 4400.892578
	Iteration 36Q: 3 clusters Score -911357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -911359.625000 Penalty: 4400.892578
	Iteration 37Q: 3 clusters Score -911359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -911360.812500 Penalty: 4400.892578
	Iteration 38Q: 3 clusters Score -911360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -911360.812500 Penalty: 4400.892578
	Iteration 39F: 3 clusters Score -911360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (176254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Entering Unmasked Estep 
Score: -23442182.000000 Penalty: 2995.760986
	Iteration 0F: 2 clusters Score -2.344218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -23333794.000000 Penalty: 5991.521973
	Iteration 0F: 3 clusters Score -2.333379e+07 nChanged 84426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -23382554.000000 Penalty: 5991.521973
	Iteration 1F: 3 clusters Score -2.338255e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -23383578.000000 Penalty: 5991.521973
	Iteration 2Q: 3 clusters Score -2.338358e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -23384886.000000 Penalty: 5991.521973
	Iteration 3Q: 3 clusters Score -2.338489e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -23387010.000000 Penalty: 5991.521973
	Iteration 4Q: 3 clusters Score -2.338701e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -23390130.000000 Penalty: 5991.521973
	Iteration 5Q: 3 clusters Score -2.339013e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -23395840.000000 Penalty: 5991.521973
	Iteration 6F: 3 clusters Score -2.339584e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -23404944.000000 Penalty: 5991.521973
	Iteration 7F: 3 clusters Score -2.340494e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -23415882.000000 Penalty: 5991.521973
	Iteration 8F: 3 clusters Score -2.341588e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 156096 members 
Entering Unmasked Estep 
Score: -23425162.000000 Penalty: 5991.521973
	Iteration 9F: 3 clusters Score -2.342516e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -23431118.000000 Penalty: 5991.521973
	Iteration 10Q: 3 clusters Score -2.343112e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -23434492.000000 Penalty: 5991.521973
	Iteration 11Q: 3 clusters Score -2.343449e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -23436640.000000 Penalty: 5991.521973
	Iteration 12Q: 3 clusters Score -2.343664e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 173258 members 
Entering Unmasked Estep 
Score: -23437794.000000 Penalty: 5991.521973
	Iteration 13Q: 3 clusters Score -2.343779e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -23438452.000000 Penalty: 5991.521973
	Iteration 14Q: 3 clusters Score -2.343845e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 174795 members 
Entering Unmasked Estep 
Score: -23438834.000000 Penalty: 5991.521973
	Iteration 15Q: 3 clusters Score -2.343883e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 175134 members 
Entering Unmasked Estep 
Score: -23439050.000000 Penalty: 5991.521973
	Iteration 16Q: 3 clusters Score -2.343905e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -23439218.000000 Penalty: 5991.521973
	Iteration 17Q: 3 clusters Score -2.343922e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 175438 members 
Entering Unmasked Estep 
Score: -23439264.000000 Penalty: 5991.521973
	Iteration 18Q: 3 clusters Score -2.343926e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
Score: -23439334.000000 Penalty: 5991.521973
	Iteration 19Q: 3 clusters Score -2.343933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -23439392.000000 Penalty: 5991.521973
	Iteration 20F: 3 clusters Score -2.343939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -23439442.000000 Penalty: 5991.521973
	Iteration 21Q: 3 clusters Score -2.343944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -23439438.000000 Penalty: 5991.521973
	Iteration 22Q: 3 clusters Score -2.343944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 175650 members 
Entering Unmasked Estep 
Score: -23439478.000000 Penalty: 5991.521973
	Iteration 23Q: 3 clusters Score -2.343948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -23439494.000000 Penalty: 5991.521973
	Iteration 24Q: 3 clusters Score -2.343949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -23439502.000000 Penalty: 5991.521973
	Iteration 25Q: 3 clusters Score -2.34395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 175694 members 
Entering Unmasked Estep 
Score: -23439502.000000 Penalty: 5991.521973
	Iteration 26Q: 3 clusters Score -2.34395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -23439514.000000 Penalty: 5991.521973
	Iteration 27Q: 3 clusters Score -2.343951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -23439514.000000 Penalty: 5991.521973
	Iteration 28Q: 3 clusters Score -2.343951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -23439514.000000 Penalty: 5991.521973
	Iteration 29Q: 3 clusters Score -2.343951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -23439512.000000 Penalty: 5991.521973
	Iteration 30Q: 3 clusters Score -2.343951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -23439520.000000 Penalty: 5991.521973
	Iteration 31Q: 3 clusters Score -2.343952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 175732 members 
Entering Unmasked Estep 
Score: -23439532.000000 Penalty: 5991.521973
	Iteration 32Q: 3 clusters Score -2.343953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -23439528.000000 Penalty: 5991.521973
	Iteration 33Q: 3 clusters Score -2.343953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -23439534.000000 Penalty: 5991.521973
	Iteration 34Q: 3 clusters Score -2.343953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -23439534.000000 Penalty: 5991.521973
	Iteration 35F: 3 clusters Score -2.343953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Entering Unmasked Estep 
Score: -2637114.500000 Penalty: 2473.527100
	Iteration 0F: 2 clusters Score -2637114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2621996.500000 Penalty: 4947.054199
	Iteration 0F: 3 clusters Score -2621996 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2627299.250000 Penalty: 4947.054199
	Iteration 1F: 3 clusters Score -2627299 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2627917.250000 Penalty: 4947.054199
	Iteration 2F: 3 clusters Score -2627917 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2628554.250000 Penalty: 4947.054199
	Iteration 3F: 3 clusters Score -2628554 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2629231.250000 Penalty: 4947.054199
	Iteration 4F: 3 clusters Score -2629231 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2629887.000000 Penalty: 4947.054199
	Iteration 5F: 3 clusters Score -2629887 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2630547.250000 Penalty: 4947.054199
	Iteration 6F: 3 clusters Score -2630547 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2631224.250000 Penalty: 4947.054199
	Iteration 7F: 3 clusters Score -2631224 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2631858.250000 Penalty: 4947.054199
	Iteration 8Q: 3 clusters Score -2631858 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2632428.750000 Penalty: 4947.054199
	Iteration 9Q: 3 clusters Score -2632429 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2632832.250000 Penalty: 4947.054199
	Iteration 10Q: 3 clusters Score -2632832 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2633136.500000 Penalty: 4947.054199
	Iteration 11Q: 3 clusters Score -2633136 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2633331.750000 Penalty: 4947.054199
	Iteration 12Q: 3 clusters Score -2633332 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2633445.000000 Penalty: 4947.054199
	Iteration 13Q: 3 clusters Score -2633445 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2633532.500000 Penalty: 4947.054199
	Iteration 14Q: 3 clusters Score -2633532 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2633586.250000 Penalty: 4947.054199
	Iteration 15Q: 3 clusters Score -2633586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2633620.750000 Penalty: 4947.054199
	Iteration 16Q: 3 clusters Score -2633621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2633643.250000 Penalty: 4947.054199
	Iteration 17Q: 3 clusters Score -2633643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2633661.500000 Penalty: 4947.054199
	Iteration 18Q: 3 clusters Score -2633662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2633683.000000 Penalty: 4947.054199
	Iteration 19Q: 3 clusters Score -2633683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2633683.750000 Penalty: 4947.054199
	Iteration 20F: 3 clusters Score -2633684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2633687.000000 Penalty: 4947.054199
	Iteration 21Q: 3 clusters Score -2633687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2633690.250000 Penalty: 4947.054199
	Iteration 22Q: 3 clusters Score -2633690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2633696.500000 Penalty: 4947.054199
	Iteration 23Q: 3 clusters Score -2633696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2633693.000000 Penalty: 4947.054199
	Iteration 24Q: 3 clusters Score -2633693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2633699.750000 Penalty: 4947.054199
	Iteration 25Q: 3 clusters Score -2633700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2633699.500000 Penalty: 4947.054199
	Iteration 26Q: 3 clusters Score -2633700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2633699.500000 Penalty: 4947.054199
	Iteration 27Q: 3 clusters Score -2633700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2633700.500000 Penalty: 4947.054199
	Iteration 28Q: 3 clusters Score -2633700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2633705.250000 Penalty: 4947.054199
	Iteration 29Q: 3 clusters Score -2633705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2633709.000000 Penalty: 4947.054199
	Iteration 30Q: 3 clusters Score -2633709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2633705.750000 Penalty: 4947.054199
	Iteration 31Q: 3 clusters Score -2633706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2633710.000000 Penalty: 4947.054199
	Iteration 32Q: 3 clusters Score -2633710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2633706.500000 Penalty: 4947.054199
	Iteration 33Q: 3 clusters Score -2633706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2633704.250000 Penalty: 4947.054199
	Iteration 34Q: 3 clusters Score -2633704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2633707.750000 Penalty: 4947.054199
	Iteration 35Q: 3 clusters Score -2633708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2633706.750000 Penalty: 4947.054199
	Iteration 36Q: 3 clusters Score -2633707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2633709.000000 Penalty: 4947.054199
	Iteration 37Q: 3 clusters Score -2633709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2633709.000000 Penalty: 4947.054199
	Iteration 38F: 3 clusters Score -2633709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Entering Unmasked Estep 
Score: -13017693.000000 Penalty: 2845.058350
	Iteration 0F: 2 clusters Score -1.301769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -12953847.000000 Penalty: 5690.116699
	Iteration 0F: 3 clusters Score -1.295385e+07 nChanged 45133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -12979336.000000 Penalty: 5690.116699
	Iteration 1F: 3 clusters Score -1.297934e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -12980022.000000 Penalty: 5690.116699
	Iteration 2Q: 3 clusters Score -1.298002e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -12980817.000000 Penalty: 5690.116699
	Iteration 3Q: 3 clusters Score -1.298082e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -12981626.000000 Penalty: 5690.116699
	Iteration 4Q: 3 clusters Score -1.298163e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -12982594.000000 Penalty: 5690.116699
	Iteration 5Q: 3 clusters Score -1.298259e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -12983923.000000 Penalty: 5690.116699
	Iteration 6Q: 3 clusters Score -1.298392e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -12986156.000000 Penalty: 5690.116699
	Iteration 7Q: 3 clusters Score -1.298616e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -12989719.000000 Penalty: 5690.116699
	Iteration 8F: 3 clusters Score -1.298972e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -12994836.000000 Penalty: 5690.116699
	Iteration 9F: 3 clusters Score -1.299484e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -13001156.000000 Penalty: 5690.116699
	Iteration 10F: 3 clusters Score -1.300116e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -13006552.000000 Penalty: 5690.116699
	Iteration 11F: 3 clusters Score -1.300655e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -13009233.000000 Penalty: 5690.116699
	Iteration 12Q: 3 clusters Score -1.300923e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -13010412.000000 Penalty: 5690.116699
	Iteration 13Q: 3 clusters Score -1.301041e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -13010991.000000 Penalty: 5690.116699
	Iteration 14Q: 3 clusters Score -1.301099e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -13011349.000000 Penalty: 5690.116699
	Iteration 15Q: 3 clusters Score -1.301135e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -13011741.000000 Penalty: 5690.116699
	Iteration 16Q: 3 clusters Score -1.301174e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -13012135.000000 Penalty: 5690.116699
	Iteration 17Q: 3 clusters Score -1.301214e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -13012440.000000 Penalty: 5690.116699
	Iteration 18Q: 3 clusters Score -1.301244e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -13012635.000000 Penalty: 5690.116699
	Iteration 19Q: 3 clusters Score -1.301264e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -13012861.000000 Penalty: 5690.116699
	Iteration 20F: 3 clusters Score -1.301286e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -13013124.000000 Penalty: 5690.116699
	Iteration 21Q: 3 clusters Score -1.301312e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -13013265.000000 Penalty: 5690.116699
	Iteration 22Q: 3 clusters Score -1.301326e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -13013432.000000 Penalty: 5690.116699
	Iteration 23Q: 3 clusters Score -1.301343e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -13013568.000000 Penalty: 5690.116699
	Iteration 24Q: 3 clusters Score -1.301357e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -13013720.000000 Penalty: 5690.116699
	Iteration 25Q: 3 clusters Score -1.301372e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -13013857.000000 Penalty: 5690.116699
	Iteration 26Q: 3 clusters Score -1.301386e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -13013941.000000 Penalty: 5690.116699
	Iteration 27Q: 3 clusters Score -1.301394e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -13014083.000000 Penalty: 5690.116699
	Iteration 28Q: 3 clusters Score -1.301408e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -13014177.000000 Penalty: 5690.116699
	Iteration 29Q: 3 clusters Score -1.301418e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -13014274.000000 Penalty: 5690.116699
	Iteration 30Q: 3 clusters Score -1.301427e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -13014374.000000 Penalty: 5690.116699
	Iteration 31Q: 3 clusters Score -1.301437e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -13014459.000000 Penalty: 5690.116699
	Iteration 32Q: 3 clusters Score -1.301446e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -13014497.000000 Penalty: 5690.116699
	Iteration 33Q: 3 clusters Score -1.30145e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -13014595.000000 Penalty: 5690.116699
	Iteration 34Q: 3 clusters Score -1.30146e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -13014667.000000 Penalty: 5690.116699
	Iteration 35Q: 3 clusters Score -1.301467e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -13014777.000000 Penalty: 5690.116699
	Iteration 36Q: 3 clusters Score -1.301478e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -13014891.000000 Penalty: 5690.116699
	Iteration 37Q: 3 clusters Score -1.301489e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -13014938.000000 Penalty: 5690.116699
	Iteration 38Q: 3 clusters Score -1.301494e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -13014975.000000 Penalty: 5690.116699
	Iteration 39Q: 3 clusters Score -1.301498e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -13015000.000000 Penalty: 5690.116699
	Iteration 40F: 3 clusters Score -1.3015e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -13015019.000000 Penalty: 5690.116699
	Iteration 41Q: 3 clusters Score -1.301502e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -13015079.000000 Penalty: 5690.116699
	Iteration 42Q: 3 clusters Score -1.301508e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -13015120.000000 Penalty: 5690.116699
	Iteration 43Q: 3 clusters Score -1.301512e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -13015137.000000 Penalty: 5690.116699
	Iteration 44Q: 3 clusters Score -1.301514e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -13015129.000000 Penalty: 5690.116699
	Iteration 45Q: 3 clusters Score -1.301513e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -13015131.000000 Penalty: 5690.116699
	Iteration 46Q: 3 clusters Score -1.301513e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -13015170.000000 Penalty: 5690.116699
	Iteration 47Q: 3 clusters Score -1.301517e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -13015187.000000 Penalty: 5690.116699
	Iteration 48Q: 3 clusters Score -1.301519e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -13015222.000000 Penalty: 5690.116699
	Iteration 49Q: 3 clusters Score -1.301522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -13015219.000000 Penalty: 5690.116699
	Iteration 50Q: 3 clusters Score -1.301522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -13015235.000000 Penalty: 5690.116699
	Iteration 51Q: 3 clusters Score -1.301524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -13015240.000000 Penalty: 5690.116699
	Iteration 52Q: 3 clusters Score -1.301524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -13015249.000000 Penalty: 5690.116699
	Iteration 53Q: 3 clusters Score -1.301525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -13015248.000000 Penalty: 5690.116699
	Iteration 54Q: 3 clusters Score -1.301525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -13015276.000000 Penalty: 5690.116699
	Iteration 55Q: 3 clusters Score -1.301528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -13015272.000000 Penalty: 5690.116699
	Iteration 56Q: 3 clusters Score -1.301527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 94510 members 
Entering Unmasked Estep 
Score: -13015288.000000 Penalty: 5690.116699
	Iteration 57Q: 3 clusters Score -1.301529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -13015284.000000 Penalty: 5690.116699
	Iteration 58Q: 3 clusters Score -1.301528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -13015285.000000 Penalty: 5690.116699
	Iteration 59Q: 3 clusters Score -1.301528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -13015281.000000 Penalty: 5690.116699
	Iteration 60F: 3 clusters Score -1.301528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -13015270.000000 Penalty: 5690.116699
	Iteration 61Q: 3 clusters Score -1.301527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -13015289.000000 Penalty: 5690.116699
	Iteration 62Q: 3 clusters Score -1.301529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -13015310.000000 Penalty: 5690.116699
	Iteration 63Q: 3 clusters Score -1.301531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -13015313.000000 Penalty: 5690.116699
	Iteration 64Q: 3 clusters Score -1.301531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 94721 members 
Entering Unmasked Estep 
Score: -13015327.000000 Penalty: 5690.116699
	Iteration 65Q: 3 clusters Score -1.301533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -13015334.000000 Penalty: 5690.116699
	Iteration 66Q: 3 clusters Score -1.301533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13015351.000000 Penalty: 5690.116699
	Iteration 67Q: 3 clusters Score -1.301535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -13015370.000000 Penalty: 5690.116699
	Iteration 68Q: 3 clusters Score -1.301537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -13015365.000000 Penalty: 5690.116699
	Iteration 69Q: 3 clusters Score -1.301536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -13015384.000000 Penalty: 5690.116699
	Iteration 70Q: 3 clusters Score -1.301538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -13015369.000000 Penalty: 5690.116699
	Iteration 71Q: 3 clusters Score -1.301537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -13015365.000000 Penalty: 5690.116699
	Iteration 72Q: 3 clusters Score -1.301536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -13015368.000000 Penalty: 5690.116699
	Iteration 73Q: 3 clusters Score -1.301537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -13015381.000000 Penalty: 5690.116699
	Iteration 74Q: 3 clusters Score -1.301538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -13015386.000000 Penalty: 5690.116699
	Iteration 75Q: 3 clusters Score -1.301539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -13015386.000000 Penalty: 5690.116699
	Iteration 76Q: 3 clusters Score -1.301539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -13015383.000000 Penalty: 5690.116699
	Iteration 77Q: 3 clusters Score -1.301538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -13015398.000000 Penalty: 5690.116699
	Iteration 78Q: 3 clusters Score -1.30154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -13015382.000000 Penalty: 5690.116699
	Iteration 79Q: 3 clusters Score -1.301538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -13015388.000000 Penalty: 5690.116699
	Iteration 80F: 3 clusters Score -1.301539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -13015391.000000 Penalty: 5690.116699
	Iteration 81Q: 3 clusters Score -1.301539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -13015391.000000 Penalty: 5690.116699
	Iteration 82Q: 3 clusters Score -1.301539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -13015396.000000 Penalty: 5690.116699
	Iteration 83Q: 3 clusters Score -1.30154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -13015390.000000 Penalty: 5690.116699
	Iteration 84Q: 3 clusters Score -1.301539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -13015396.000000 Penalty: 5690.116699
	Iteration 85Q: 3 clusters Score -1.30154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -13015390.000000 Penalty: 5690.116699
	Iteration 86Q: 3 clusters Score -1.301539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -13015390.000000 Penalty: 5690.116699
	Iteration 87F: 3 clusters Score -1.301539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -1446413.500000 Penalty: 2306.082031
	Iteration 0F: 2 clusters Score -1446414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1438205.125000 Penalty: 4612.164062
	Iteration 0F: 3 clusters Score -1438205 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1440709.625000 Penalty: 4612.164062
	Iteration 1F: 3 clusters Score -1440710 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1441001.375000 Penalty: 4612.164062
	Iteration 2F: 3 clusters Score -1441001 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1441226.125000 Penalty: 4612.164062
	Iteration 3Q: 3 clusters Score -1441226 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1441453.500000 Penalty: 4612.164062
	Iteration 4Q: 3 clusters Score -1441454 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1441707.125000 Penalty: 4612.164062
	Iteration 5Q: 3 clusters Score -1441707 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1442070.500000 Penalty: 4612.164062
	Iteration 6Q: 3 clusters Score -1442070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1442511.750000 Penalty: 4612.164062
	Iteration 7F: 3 clusters Score -1442512 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1442966.500000 Penalty: 4612.164062
	Iteration 8F: 3 clusters Score -1442966 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1443348.875000 Penalty: 4612.164062
	Iteration 9F: 3 clusters Score -1443349 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1443663.500000 Penalty: 4612.164062
	Iteration 10Q: 3 clusters Score -1443664 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1443899.500000 Penalty: 4612.164062
	Iteration 11Q: 3 clusters Score -1443900 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1444032.000000 Penalty: 4612.164062
	Iteration 12Q: 3 clusters Score -1444032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1444101.000000 Penalty: 4612.164062
	Iteration 13Q: 3 clusters Score -1444101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1444143.750000 Penalty: 4612.164062
	Iteration 14Q: 3 clusters Score -1444144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1444167.125000 Penalty: 4612.164062
	Iteration 15Q: 3 clusters Score -1444167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1444185.875000 Penalty: 4612.164062
	Iteration 16Q: 3 clusters Score -1444186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1444196.250000 Penalty: 4612.164062
	Iteration 17Q: 3 clusters Score -1444196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1444204.000000 Penalty: 4612.164062
	Iteration 18Q: 3 clusters Score -1444204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1444207.750000 Penalty: 4612.164062
	Iteration 19Q: 3 clusters Score -1444208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1444208.125000 Penalty: 4612.164062
	Iteration 20F: 3 clusters Score -1444208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1444210.500000 Penalty: 4612.164062
	Iteration 21Q: 3 clusters Score -1444210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1444212.625000 Penalty: 4612.164062
	Iteration 22Q: 3 clusters Score -1444213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1444214.000000 Penalty: 4612.164062
	Iteration 23Q: 3 clusters Score -1444214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1444217.500000 Penalty: 4612.164062
	Iteration 24Q: 3 clusters Score -1444218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1444215.750000 Penalty: 4612.164062
	Iteration 25Q: 3 clusters Score -1444216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1444215.750000 Penalty: 4612.164062
	Iteration 26F: 3 clusters Score -1444216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Entering Unmasked Estep 
Score: -3875132.250000 Penalty: 2552.048096
	Iteration 0F: 2 clusters Score -3875132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3854972.750000 Penalty: 5104.096191
	Iteration 0F: 3 clusters Score -3854973 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3862448.500000 Penalty: 5104.096191
	Iteration 1F: 3 clusters Score -3862448 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3863619.250000 Penalty: 5104.096191
	Iteration 2F: 3 clusters Score -3863619 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3865210.750000 Penalty: 5104.096191
	Iteration 3F: 3 clusters Score -3865211 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3867112.500000 Penalty: 5104.096191
	Iteration 4F: 3 clusters Score -3867112 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3868885.750000 Penalty: 5104.096191
	Iteration 5F: 3 clusters Score -3868886 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3870370.750000 Penalty: 5104.096191
	Iteration 6F: 3 clusters Score -3870371 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3871568.250000 Penalty: 5104.096191
	Iteration 7Q: 3 clusters Score -3871568 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3872750.500000 Penalty: 5104.096191
	Iteration 8Q: 3 clusters Score -3872750 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3873294.750000 Penalty: 5104.096191
	Iteration 9Q: 3 clusters Score -3873295 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3873465.000000 Penalty: 5104.096191
	Iteration 10Q: 3 clusters Score -3873465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3873544.000000 Penalty: 5104.096191
	Iteration 11Q: 3 clusters Score -3873544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3873602.000000 Penalty: 5104.096191
	Iteration 12Q: 3 clusters Score -3873602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3873639.750000 Penalty: 5104.096191
	Iteration 13Q: 3 clusters Score -3873640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3873658.500000 Penalty: 5104.096191
	Iteration 14Q: 3 clusters Score -3873658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3873682.250000 Penalty: 5104.096191
	Iteration 15Q: 3 clusters Score -3873682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3873681.250000 Penalty: 5104.096191
	Iteration 16Q: 3 clusters Score -3873681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3873684.250000 Penalty: 5104.096191
	Iteration 17Q: 3 clusters Score -3873684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3873686.250000 Penalty: 5104.096191
	Iteration 18Q: 3 clusters Score -3873686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3873691.250000 Penalty: 5104.096191
	Iteration 19Q: 3 clusters Score -3873691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3873701.750000 Penalty: 5104.096191
	Iteration 20F: 3 clusters Score -3873702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3873699.250000 Penalty: 5104.096191
	Iteration 21Q: 3 clusters Score -3873699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3873700.250000 Penalty: 5104.096191
	Iteration 22Q: 3 clusters Score -3873700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3873711.250000 Penalty: 5104.096191
	Iteration 23Q: 3 clusters Score -3873711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3873711.750000 Penalty: 5104.096191
	Iteration 24Q: 3 clusters Score -3873712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3873712.000000 Penalty: 5104.096191
	Iteration 25Q: 3 clusters Score -3873712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3873710.750000 Penalty: 5104.096191
	Iteration 26Q: 3 clusters Score -3873711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3873710.250000 Penalty: 5104.096191
	Iteration 27Q: 3 clusters Score -3873710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3873710.250000 Penalty: 5104.096191
	Iteration 28Q: 3 clusters Score -3873710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3873710.500000 Penalty: 5104.096191
	Iteration 29Q: 3 clusters Score -3873710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3873707.000000 Penalty: 5104.096191
	Iteration 30Q: 3 clusters Score -3873707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3873710.250000 Penalty: 5104.096191
	Iteration 31Q: 3 clusters Score -3873710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3873710.000000 Penalty: 5104.096191
	Iteration 32Q: 3 clusters Score -3873710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3873718.500000 Penalty: 5104.096191
	Iteration 33Q: 3 clusters Score -3873718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3873718.000000 Penalty: 5104.096191
	Iteration 34Q: 3 clusters Score -3873718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3873716.750000 Penalty: 5104.096191
	Iteration 35Q: 3 clusters Score -3873717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3873718.250000 Penalty: 5104.096191
	Iteration 36Q: 3 clusters Score -3873718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3873721.250000 Penalty: 5104.096191
	Iteration 37Q: 3 clusters Score -3873721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3873720.750000 Penalty: 5104.096191
	Iteration 38Q: 3 clusters Score -3873721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3873724.750000 Penalty: 5104.096191
	Iteration 39Q: 3 clusters Score -3873725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3873725.500000 Penalty: 5104.096191
	Iteration 40F: 3 clusters Score -3873726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3873724.250000 Penalty: 5104.096191
	Iteration 41Q: 3 clusters Score -3873724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3873727.250000 Penalty: 5104.096191
	Iteration 42Q: 3 clusters Score -3873727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3873727.250000 Penalty: 5104.096191
	Iteration 43F: 3 clusters Score -3873727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Entering Unmasked Estep 
Score: -20774354.000000 Penalty: 2964.172607
	Iteration 0F: 2 clusters Score -2.077435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -20675716.000000 Penalty: 5928.345215
	Iteration 0F: 3 clusters Score -2.067572e+07 nChanged 74416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -20720944.000000 Penalty: 5928.345215
	Iteration 1F: 3 clusters Score -2.072094e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -20724540.000000 Penalty: 5928.345215
	Iteration 2Q: 3 clusters Score -2.072454e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -20731162.000000 Penalty: 5928.345215
	Iteration 3F: 3 clusters Score -2.073116e+07 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -20741784.000000 Penalty: 5928.345215
	Iteration 4F: 3 clusters Score -2.074178e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -20755096.000000 Penalty: 5928.345215
	Iteration 5F: 3 clusters Score -2.07551e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -20767344.000000 Penalty: 5928.345215
	Iteration 6F: 3 clusters Score -2.076734e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -20773038.000000 Penalty: 5928.345215
	Iteration 7Q: 3 clusters Score -2.077304e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -20774366.000000 Penalty: 5928.345215
	Iteration 8Q: 3 clusters Score -2.077437e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -20774846.000000 Penalty: 5928.345215
	Iteration 9Q: 3 clusters Score -2.077485e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -20774936.000000 Penalty: 5928.345215
	Iteration 10Q: 3 clusters Score -2.077494e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -20775002.000000 Penalty: 5928.345215
	Iteration 11Q: 3 clusters Score -2.0775e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -20775102.000000 Penalty: 5928.345215
	Iteration 12Q: 3 clusters Score -2.07751e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138351 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -20775070.000000 Penalty: 5928.345215
	Iteration 13Q: 3 clusters Score -2.077507e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -20775010.000000 Penalty: 5928.345215
	Iteration 14Q: 3 clusters Score -2.077501e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141400 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -20774954.000000 Penalty: 5928.345215
	Iteration 15Q: 3 clusters Score -2.077495e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -20774800.000000 Penalty: 5928.345215
	Iteration 16Q: 3 clusters Score -2.07748e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -20774726.000000 Penalty: 5928.345215
	Iteration 17Q: 3 clusters Score -2.077473e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -20774672.000000 Penalty: 5928.345215
	Iteration 18Q: 3 clusters Score -2.077467e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146005 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -20774552.000000 Penalty: 5928.345215
	Iteration 19Q: 3 clusters Score -2.077455e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -20774416.000000 Penalty: 5928.345215
	Iteration 20F: 3 clusters Score -2.077442e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -20774288.000000 Penalty: 5928.345215
	Iteration 21Q: 3 clusters Score -2.077429e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -20774200.000000 Penalty: 5928.345215
	Iteration 22Q: 3 clusters Score -2.07742e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -20774154.000000 Penalty: 5928.345215
	Iteration 23Q: 3 clusters Score -2.077415e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149205 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -20774088.000000 Penalty: 5928.345215
	Iteration 24Q: 3 clusters Score -2.077409e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -20774014.000000 Penalty: 5928.345215
	Iteration 25Q: 3 clusters Score -2.077401e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -20773904.000000 Penalty: 5928.345215
	Iteration 26Q: 3 clusters Score -2.07739e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -20773894.000000 Penalty: 5928.345215
	Iteration 27Q: 3 clusters Score -2.077389e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -20773822.000000 Penalty: 5928.345215
	Iteration 28Q: 3 clusters Score -2.077382e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -20773758.000000 Penalty: 5928.345215
	Iteration 29Q: 3 clusters Score -2.077376e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -20773670.000000 Penalty: 5928.345215
	Iteration 30Q: 3 clusters Score -2.077367e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -20773640.000000 Penalty: 5928.345215
	Iteration 31Q: 3 clusters Score -2.077364e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -20773592.000000 Penalty: 5928.345215
	Iteration 32Q: 3 clusters Score -2.077359e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -20773488.000000 Penalty: 5928.345215
	Iteration 33Q: 3 clusters Score -2.077349e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20773490.000000 Penalty: 5928.345215
	Iteration 34Q: 3 clusters Score -2.077349e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20773442.000000 Penalty: 5928.345215
	Iteration 35Q: 3 clusters Score -2.077344e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20773438.000000 Penalty: 5928.345215
	Iteration 36Q: 3 clusters Score -2.077344e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20773406.000000 Penalty: 5928.345215
	Iteration 37Q: 3 clusters Score -2.077341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -20773364.000000 Penalty: 5928.345215
	Iteration 38Q: 3 clusters Score -2.077336e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20773350.000000 Penalty: 5928.345215
	Iteration 39Q: 3 clusters Score -2.077335e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -20773278.000000 Penalty: 5928.345215
	Iteration 40F: 3 clusters Score -2.077328e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -20773304.000000 Penalty: 5928.345215
	Iteration 41Q: 3 clusters Score -2.07733e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20773294.000000 Penalty: 5928.345215
	Iteration 42Q: 3 clusters Score -2.077329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20773290.000000 Penalty: 5928.345215
	Iteration 43Q: 3 clusters Score -2.077329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20773260.000000 Penalty: 5928.345215
	Iteration 44Q: 3 clusters Score -2.077326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20773234.000000 Penalty: 5928.345215
	Iteration 45Q: 3 clusters Score -2.077323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20773228.000000 Penalty: 5928.345215
	Iteration 46Q: 3 clusters Score -2.077323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -20773226.000000 Penalty: 5928.345215
	Iteration 47Q: 3 clusters Score -2.077323e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20773214.000000 Penalty: 5928.345215
	Iteration 48Q: 3 clusters Score -2.077321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20773194.000000 Penalty: 5928.345215
	Iteration 49Q: 3 clusters Score -2.077319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20773182.000000 Penalty: 5928.345215
	Iteration 50Q: 3 clusters Score -2.077318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -20773182.000000 Penalty: 5928.345215
	Iteration 51Q: 3 clusters Score -2.077318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -20773154.000000 Penalty: 5928.345215
	Iteration 52Q: 3 clusters Score -2.077315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20773148.000000 Penalty: 5928.345215
	Iteration 53Q: 3 clusters Score -2.077315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20773178.000000 Penalty: 5928.345215
	Iteration 54Q: 3 clusters Score -2.077318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20773146.000000 Penalty: 5928.345215
	Iteration 55Q: 3 clusters Score -2.077315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20773136.000000 Penalty: 5928.345215
	Iteration 56Q: 3 clusters Score -2.077314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20773156.000000 Penalty: 5928.345215
	Iteration 57Q: 3 clusters Score -2.077316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20773158.000000 Penalty: 5928.345215
	Iteration 58Q: 3 clusters Score -2.077316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20773148.000000 Penalty: 5928.345215
	Iteration 59Q: 3 clusters Score -2.077315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20773126.000000 Penalty: 5928.345215
	Iteration 60F: 3 clusters Score -2.077313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20773148.000000 Penalty: 5928.345215
	Iteration 61Q: 3 clusters Score -2.077315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20773120.000000 Penalty: 5928.345215
	Iteration 62Q: 3 clusters Score -2.077312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -20773132.000000 Penalty: 5928.345215
	Iteration 63Q: 3 clusters Score -2.077313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20773126.000000 Penalty: 5928.345215
	Iteration 64Q: 3 clusters Score -2.077313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -20773120.000000 Penalty: 5928.345215
	Iteration 65Q: 3 clusters Score -2.077312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20773098.000000 Penalty: 5928.345215
	Iteration 66Q: 3 clusters Score -2.07731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20773110.000000 Penalty: 5928.345215
	Iteration 67Q: 3 clusters Score -2.077311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20773120.000000 Penalty: 5928.345215
	Iteration 68Q: 3 clusters Score -2.077312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20773116.000000 Penalty: 5928.345215
	Iteration 69Q: 3 clusters Score -2.077312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -20773118.000000 Penalty: 5928.345215
	Iteration 70Q: 3 clusters Score -2.077312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -20773118.000000 Penalty: 5928.345215
	Iteration 71F: 3 clusters Score -2.077312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161811.781250 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161811.8 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 642 members 
Entering Unmasked Estep 
Score: -159724.796875 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159724.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160180.015625 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -160180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160515.687500 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -160515.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -160911.156250 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -160911.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -161238.078125 Penalty: 3551.394287
	Iteration 4F: 3 clusters Score -161238.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161400.703125 Penalty: 3551.394287
	Iteration 5F: 3 clusters Score -161400.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -161512.421875 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -161512.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -161578.703125 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -161578.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -161676.671875 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -161676.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -161951.828125 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -161951.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -162275.421875 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -162275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -162303.421875 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -162303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -162312.859375 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -162312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -162318.156250 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -162318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -162321.390625 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -162321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162322.984375 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -162323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -162322.984375 Penalty: 3551.394287
	Iteration 16F: 3 clusters Score -162323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 20991 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 127875 members 
Mstep: Class 6 contains 228928 members 
Mstep: Class 7 contains 67418 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 176254 members 
Mstep: Class 10 contains 21459 members 
Mstep: Class 11 contains 95991 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 155175 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 9660 members 
Mstep: Class 20 contains 99600 members 
Mstep: Class 21 contains 16791 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133739 members 
Mstep: Class 26 contains 71806 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 10897 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 300 members 
Entering Unmasked Estep 
Score: -181086992.000000 Penalty: 112337.296875
Splitting cluster 15 changes total score from -181088000.000000 to -181086992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -1823289.625000 Penalty: 2368.511230
	Iteration 0F: 2 clusters Score -1823290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1813146.375000 Penalty: 4737.022461
	Iteration 0F: 3 clusters Score -1813146 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1816445.750000 Penalty: 4737.022461
	Iteration 1F: 3 clusters Score -1816446 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1816987.500000 Penalty: 4737.022461
	Iteration 2F: 3 clusters Score -1816988 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1817600.125000 Penalty: 4737.022461
	Iteration 3F: 3 clusters Score -1817600 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1818200.250000 Penalty: 4737.022461
	Iteration 4F: 3 clusters Score -1818200 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1818740.625000 Penalty: 4737.022461
	Iteration 5F: 3 clusters Score -1818741 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1819177.125000 Penalty: 4737.022461
	Iteration 6F: 3 clusters Score -1819177 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1819567.500000 Penalty: 4737.022461
	Iteration 7Q: 3 clusters Score -1819568 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1819914.625000 Penalty: 4737.022461
	Iteration 8Q: 3 clusters Score -1819915 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1820231.125000 Penalty: 4737.022461
	Iteration 9Q: 3 clusters Score -1820231 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1820528.875000 Penalty: 4737.022461
	Iteration 10Q: 3 clusters Score -1820529 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1820805.125000 Penalty: 4737.022461
	Iteration 11Q: 3 clusters Score -1820805 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1821053.750000 Penalty: 4737.022461
	Iteration 12Q: 3 clusters Score -1821054 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1821242.875000 Penalty: 4737.022461
	Iteration 13Q: 3 clusters Score -1821243 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1821421.875000 Penalty: 4737.022461
	Iteration 14Q: 3 clusters Score -1821422 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1821550.625000 Penalty: 4737.022461
	Iteration 15Q: 3 clusters Score -1821551 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1821667.250000 Penalty: 4737.022461
	Iteration 16Q: 3 clusters Score -1821667 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1821768.625000 Penalty: 4737.022461
	Iteration 17Q: 3 clusters Score -1821769 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1821846.750000 Penalty: 4737.022461
	Iteration 18Q: 3 clusters Score -1821847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1821928.750000 Penalty: 4737.022461
	Iteration 19Q: 3 clusters Score -1821929 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1821988.125000 Penalty: 4737.022461
	Iteration 20F: 3 clusters Score -1821988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1822060.875000 Penalty: 4737.022461
	Iteration 21Q: 3 clusters Score -1822061 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1822125.000000 Penalty: 4737.022461
	Iteration 22Q: 3 clusters Score -1822125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1822185.875000 Penalty: 4737.022461
	Iteration 23Q: 3 clusters Score -1822186 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1822261.625000 Penalty: 4737.022461
	Iteration 24Q: 3 clusters Score -1822262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1822315.250000 Penalty: 4737.022461
	Iteration 25Q: 3 clusters Score -1822315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1822356.125000 Penalty: 4737.022461
	Iteration 26Q: 3 clusters Score -1822356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1822397.625000 Penalty: 4737.022461
	Iteration 27Q: 3 clusters Score -1822398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1822420.625000 Penalty: 4737.022461
	Iteration 28Q: 3 clusters Score -1822421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1822442.125000 Penalty: 4737.022461
	Iteration 29Q: 3 clusters Score -1822442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1822463.625000 Penalty: 4737.022461
	Iteration 30Q: 3 clusters Score -1822464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1822481.625000 Penalty: 4737.022461
	Iteration 31Q: 3 clusters Score -1822482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1822493.250000 Penalty: 4737.022461
	Iteration 32Q: 3 clusters Score -1822493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1822502.125000 Penalty: 4737.022461
	Iteration 33Q: 3 clusters Score -1822502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1822509.875000 Penalty: 4737.022461
	Iteration 34Q: 3 clusters Score -1822510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1822518.125000 Penalty: 4737.022461
	Iteration 35Q: 3 clusters Score -1822518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1822520.375000 Penalty: 4737.022461
	Iteration 36Q: 3 clusters Score -1822520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1822532.750000 Penalty: 4737.022461
	Iteration 37Q: 3 clusters Score -1822533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1822535.500000 Penalty: 4737.022461
	Iteration 38Q: 3 clusters Score -1822536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1822535.125000 Penalty: 4737.022461
	Iteration 39Q: 3 clusters Score -1822535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1822535.750000 Penalty: 4737.022461
	Iteration 40F: 3 clusters Score -1822536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -561492.437500 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -561492.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -557275.812500 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -557275.8 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -558323.062500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -558323.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -558552.437500 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -558552.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -558729.875000 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -558729.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -558874.437500 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -558874.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -559001.875000 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -559001.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -559112.125000 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -559112.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -559203.875000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -559203.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -559292.375000 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -559292.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -559374.250000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -559374.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -559457.625000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -559457.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -559517.812500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -559517.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -559575.687500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -559575.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -559619.437500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -559619.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -559661.812500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -559661.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -559694.062500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -559694.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -559731.937500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -559731.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -559781.312500 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -559781.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -559841.312500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -559841.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -559893.812500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -559893.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -559936.937500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -559936.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -559969.500000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -559969.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -559993.750000 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -559993.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -560016.125000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -560016.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -560033.500000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -560033.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -560049.375000 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -560049.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -560058.500000 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -560058.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -560068.000000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -560068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -560073.625000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -560073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -560076.125000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -560076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -560079.875000 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -560079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -560082.125000 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -560082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -560083.937500 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -560083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -560086.125000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -560086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -560087.687500 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -560087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -560090.875000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -560090.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -560094.687500 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -560094.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -560102.437500 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -560102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -560105.937500 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -560105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -560107.750000 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -560107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -560108.937500 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -560108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -560109.062500 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -560109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -560110.437500 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -560110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -560111.312500 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -560111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -560111.875000 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -560111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -560113.812500 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -560113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -560113.812500 Penalty: 4167.061035
	Iteration 46F: 3 clusters Score -560113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -964199.875000 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -964199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -958252.375000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -958252.4 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -959806.250000 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -959806.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -960057.625000 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -960057.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -960205.062500 Penalty: 4412.368164
	Iteration 3Q: 3 clusters Score -960205.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -960300.187500 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -960300.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -960377.250000 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -960377.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -960440.125000 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -960440.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -960492.437500 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -960492.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -960544.937500 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -960544.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -960595.937500 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -960595.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -960656.437500 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -960656.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -960744.375000 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -960744.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -960863.937500 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -960863.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -961026.375000 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -961026.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -961237.125000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -961237.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -961451.187500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -961451.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -961636.250000 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -961636.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -961777.250000 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -961777.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -961900.437500 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -961900.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -961998.062500 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -961998.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -962067.750000 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -962067.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -962122.125000 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -962122.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -962168.687500 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -962168.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -962202.375000 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -962202.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -962223.437500 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -962223.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -962239.000000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -962239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -962253.937500 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -962253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -962264.750000 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -962264.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -962278.062500 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -962278.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -962290.500000 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -962290.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -962303.125000 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -962303.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -962313.062500 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -962313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -962319.750000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -962319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -962326.000000 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -962326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -962329.750000 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -962329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -962333.562500 Penalty: 4412.368164
	Iteration 35Q: 3 clusters Score -962333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -962336.000000 Penalty: 4412.368164
	Iteration 36Q: 3 clusters Score -962336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -962338.000000 Penalty: 4412.368164
	Iteration 37Q: 3 clusters Score -962338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -962340.562500 Penalty: 4412.368164
	Iteration 38Q: 3 clusters Score -962340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -962340.562500 Penalty: 4412.368164
	Iteration 39F: 3 clusters Score -962340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -1251960.500000 Penalty: 2275.585693
	Iteration 0F: 2 clusters Score -1251960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1244504.000000 Penalty: 4551.171387
	Iteration 0F: 3 clusters Score -1244504 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1246745.000000 Penalty: 4551.171387
	Iteration 1F: 3 clusters Score -1246745 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1247169.750000 Penalty: 4551.171387
	Iteration 2F: 3 clusters Score -1247170 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1247602.250000 Penalty: 4551.171387
	Iteration 3F: 3 clusters Score -1247602 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1248056.750000 Penalty: 4551.171387
	Iteration 4F: 3 clusters Score -1248057 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1248485.125000 Penalty: 4551.171387
	Iteration 5F: 3 clusters Score -1248485 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1248837.375000 Penalty: 4551.171387
	Iteration 6F: 3 clusters Score -1248837 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1249129.625000 Penalty: 4551.171387
	Iteration 7Q: 3 clusters Score -1249130 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1249400.250000 Penalty: 4551.171387
	Iteration 8Q: 3 clusters Score -1249400 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1249634.875000 Penalty: 4551.171387
	Iteration 9Q: 3 clusters Score -1249635 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1249829.500000 Penalty: 4551.171387
	Iteration 10Q: 3 clusters Score -1249830 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1249983.125000 Penalty: 4551.171387
	Iteration 11Q: 3 clusters Score -1249983 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1250121.000000 Penalty: 4551.171387
	Iteration 12Q: 3 clusters Score -1250121 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1250216.125000 Penalty: 4551.171387
	Iteration 13Q: 3 clusters Score -1250216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1250305.750000 Penalty: 4551.171387
	Iteration 14Q: 3 clusters Score -1250306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1250388.750000 Penalty: 4551.171387
	Iteration 15Q: 3 clusters Score -1250389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1250442.500000 Penalty: 4551.171387
	Iteration 16Q: 3 clusters Score -1250442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1250478.625000 Penalty: 4551.171387
	Iteration 17Q: 3 clusters Score -1250479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1250510.750000 Penalty: 4551.171387
	Iteration 18Q: 3 clusters Score -1250511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1250542.875000 Penalty: 4551.171387
	Iteration 19Q: 3 clusters Score -1250543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1250575.375000 Penalty: 4551.171387
	Iteration 20F: 3 clusters Score -1250575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1250601.250000 Penalty: 4551.171387
	Iteration 21Q: 3 clusters Score -1250601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1250620.375000 Penalty: 4551.171387
	Iteration 22Q: 3 clusters Score -1250620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1250640.250000 Penalty: 4551.171387
	Iteration 23Q: 3 clusters Score -1250640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1250650.375000 Penalty: 4551.171387
	Iteration 24Q: 3 clusters Score -1250650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1250655.750000 Penalty: 4551.171387
	Iteration 25Q: 3 clusters Score -1250656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1250662.250000 Penalty: 4551.171387
	Iteration 26Q: 3 clusters Score -1250662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1250665.125000 Penalty: 4551.171387
	Iteration 27Q: 3 clusters Score -1250665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1250669.000000 Penalty: 4551.171387
	Iteration 28Q: 3 clusters Score -1250669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1250666.625000 Penalty: 4551.171387
	Iteration 29Q: 3 clusters Score -1250667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1250668.375000 Penalty: 4551.171387
	Iteration 30Q: 3 clusters Score -1250668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1250672.125000 Penalty: 4551.171387
	Iteration 31Q: 3 clusters Score -1250672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1250673.000000 Penalty: 4551.171387
	Iteration 32Q: 3 clusters Score -1250673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1250676.000000 Penalty: 4551.171387
	Iteration 33Q: 3 clusters Score -1250676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1250677.375000 Penalty: 4551.171387
	Iteration 34Q: 3 clusters Score -1250677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1250681.375000 Penalty: 4551.171387
	Iteration 35Q: 3 clusters Score -1250681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1250684.375000 Penalty: 4551.171387
	Iteration 36Q: 3 clusters Score -1250684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1250694.125000 Penalty: 4551.171387
	Iteration 37Q: 3 clusters Score -1250694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1250705.875000 Penalty: 4551.171387
	Iteration 38Q: 3 clusters Score -1250706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1250713.375000 Penalty: 4551.171387
	Iteration 39Q: 3 clusters Score -1250713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1250714.875000 Penalty: 4551.171387
	Iteration 40F: 3 clusters Score -1250715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1250723.125000 Penalty: 4551.171387
	Iteration 41Q: 3 clusters Score -1250723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1250727.375000 Penalty: 4551.171387
	Iteration 42Q: 3 clusters Score -1250727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1250733.375000 Penalty: 4551.171387
	Iteration 43Q: 3 clusters Score -1250733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1250738.500000 Penalty: 4551.171387
	Iteration 44Q: 3 clusters Score -1250738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1250742.000000 Penalty: 4551.171387
	Iteration 45Q: 3 clusters Score -1250742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1250745.125000 Penalty: 4551.171387
	Iteration 46Q: 3 clusters Score -1250745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1250749.500000 Penalty: 4551.171387
	Iteration 47Q: 3 clusters Score -1250750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1250753.500000 Penalty: 4551.171387
	Iteration 48Q: 3 clusters Score -1250754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1250758.125000 Penalty: 4551.171387
	Iteration 49Q: 3 clusters Score -1250758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1250761.875000 Penalty: 4551.171387
	Iteration 50Q: 3 clusters Score -1250762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1250764.375000 Penalty: 4551.171387
	Iteration 51Q: 3 clusters Score -1250764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1250769.125000 Penalty: 4551.171387
	Iteration 52Q: 3 clusters Score -1250769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1250772.250000 Penalty: 4551.171387
	Iteration 53Q: 3 clusters Score -1250772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1250774.000000 Penalty: 4551.171387
	Iteration 54Q: 3 clusters Score -1250774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1250777.500000 Penalty: 4551.171387
	Iteration 55Q: 3 clusters Score -1250778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1250773.875000 Penalty: 4551.171387
	Iteration 56Q: 3 clusters Score -1250774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1250778.000000 Penalty: 4551.171387
	Iteration 57Q: 3 clusters Score -1250778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1250779.625000 Penalty: 4551.171387
	Iteration 58Q: 3 clusters Score -1250780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1250778.625000 Penalty: 4551.171387
	Iteration 59Q: 3 clusters Score -1250779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1250779.250000 Penalty: 4551.171387
	Iteration 60F: 3 clusters Score -1250779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Entering Unmasked Estep 
Score: -13281014.000000 Penalty: 2854.211670
	Iteration 0F: 2 clusters Score -1.328101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -13214713.000000 Penalty: 5708.423340
	Iteration 0F: 3 clusters Score -1.321471e+07 nChanged 46932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -13241125.000000 Penalty: 5708.423340
	Iteration 1F: 3 clusters Score -1.324112e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -13241998.000000 Penalty: 5708.423340
	Iteration 2Q: 3 clusters Score -1.3242e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -13243183.000000 Penalty: 5708.423340
	Iteration 3Q: 3 clusters Score -1.324318e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -13245448.000000 Penalty: 5708.423340
	Iteration 4Q: 3 clusters Score -1.324545e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -13249487.000000 Penalty: 5708.423340
	Iteration 5F: 3 clusters Score -1.324949e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -13256031.000000 Penalty: 5708.423340
	Iteration 6F: 3 clusters Score -1.325603e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -13264241.000000 Penalty: 5708.423340
	Iteration 7F: 3 clusters Score -1.326424e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -13271560.000000 Penalty: 5708.423340
	Iteration 8F: 3 clusters Score -1.327156e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -13275769.000000 Penalty: 5708.423340
	Iteration 9Q: 3 clusters Score -1.327577e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -13277482.000000 Penalty: 5708.423340
	Iteration 10Q: 3 clusters Score -1.327748e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -13278174.000000 Penalty: 5708.423340
	Iteration 11Q: 3 clusters Score -1.327817e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -13278476.000000 Penalty: 5708.423340
	Iteration 12Q: 3 clusters Score -1.327848e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -13278612.000000 Penalty: 5708.423340
	Iteration 13Q: 3 clusters Score -1.327861e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -13278668.000000 Penalty: 5708.423340
	Iteration 14Q: 3 clusters Score -1.327867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -13278711.000000 Penalty: 5708.423340
	Iteration 15Q: 3 clusters Score -1.327871e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -13278745.000000 Penalty: 5708.423340
	Iteration 16Q: 3 clusters Score -1.327874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -13278764.000000 Penalty: 5708.423340
	Iteration 17Q: 3 clusters Score -1.327876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -13278806.000000 Penalty: 5708.423340
	Iteration 18Q: 3 clusters Score -1.327881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13278817.000000 Penalty: 5708.423340
	Iteration 19Q: 3 clusters Score -1.327882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13278822.000000 Penalty: 5708.423340
	Iteration 20F: 3 clusters Score -1.327882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13278825.000000 Penalty: 5708.423340
	Iteration 21Q: 3 clusters Score -1.327882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -13278829.000000 Penalty: 5708.423340
	Iteration 22Q: 3 clusters Score -1.327883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -13278830.000000 Penalty: 5708.423340
	Iteration 23Q: 3 clusters Score -1.327883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -13278821.000000 Penalty: 5708.423340
	Iteration 24Q: 3 clusters Score -1.327882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -13278825.000000 Penalty: 5708.423340
	Iteration 25Q: 3 clusters Score -1.327882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -13278822.000000 Penalty: 5708.423340
	Iteration 26Q: 3 clusters Score -1.327882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -13278826.000000 Penalty: 5708.423340
	Iteration 27Q: 3 clusters Score -1.327883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -13278830.000000 Penalty: 5708.423340
	Iteration 28Q: 3 clusters Score -1.327883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -13278827.000000 Penalty: 5708.423340
	Iteration 29Q: 3 clusters Score -1.327883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -13278834.000000 Penalty: 5708.423340
	Iteration 30Q: 3 clusters Score -1.327883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -13278832.000000 Penalty: 5708.423340
	Iteration 31Q: 3 clusters Score -1.327883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -13278827.000000 Penalty: 5708.423340
	Iteration 32Q: 3 clusters Score -1.327883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -13278827.000000 Penalty: 5708.423340
	Iteration 33F: 3 clusters Score -1.327883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Entering Unmasked Estep 
Score: -2190067.750000 Penalty: 2412.692383
	Iteration 0F: 2 clusters Score -2190068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2178204.750000 Penalty: 4825.384766
	Iteration 0F: 3 clusters Score -2178205 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2182781.500000 Penalty: 4825.384766
	Iteration 1F: 3 clusters Score -2182782 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2183978.750000 Penalty: 4825.384766
	Iteration 2F: 3 clusters Score -2183979 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2185196.750000 Penalty: 4825.384766
	Iteration 3F: 3 clusters Score -2185197 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2186239.000000 Penalty: 4825.384766
	Iteration 4F: 3 clusters Score -2186239 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2186993.250000 Penalty: 4825.384766
	Iteration 5F: 3 clusters Score -2186993 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2187475.750000 Penalty: 4825.384766
	Iteration 6Q: 3 clusters Score -2187476 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2187825.000000 Penalty: 4825.384766
	Iteration 7Q: 3 clusters Score -2187825 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2188094.750000 Penalty: 4825.384766
	Iteration 8Q: 3 clusters Score -2188095 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2188295.000000 Penalty: 4825.384766
	Iteration 9Q: 3 clusters Score -2188295 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2188446.000000 Penalty: 4825.384766
	Iteration 10Q: 3 clusters Score -2188446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2188553.750000 Penalty: 4825.384766
	Iteration 11Q: 3 clusters Score -2188554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2188631.250000 Penalty: 4825.384766
	Iteration 12Q: 3 clusters Score -2188631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2188691.000000 Penalty: 4825.384766
	Iteration 13Q: 3 clusters Score -2188691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2188738.250000 Penalty: 4825.384766
	Iteration 14Q: 3 clusters Score -2188738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2188762.500000 Penalty: 4825.384766
	Iteration 15Q: 3 clusters Score -2188762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2188786.750000 Penalty: 4825.384766
	Iteration 16Q: 3 clusters Score -2188787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2188803.250000 Penalty: 4825.384766
	Iteration 17Q: 3 clusters Score -2188803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2188824.000000 Penalty: 4825.384766
	Iteration 18Q: 3 clusters Score -2188824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2188834.750000 Penalty: 4825.384766
	Iteration 19Q: 3 clusters Score -2188835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2188848.000000 Penalty: 4825.384766
	Iteration 20F: 3 clusters Score -2188848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2188860.500000 Penalty: 4825.384766
	Iteration 21Q: 3 clusters Score -2188860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2188863.500000 Penalty: 4825.384766
	Iteration 22Q: 3 clusters Score -2188864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2188865.500000 Penalty: 4825.384766
	Iteration 23Q: 3 clusters Score -2188866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2188867.000000 Penalty: 4825.384766
	Iteration 24Q: 3 clusters Score -2188867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2188881.250000 Penalty: 4825.384766
	Iteration 25Q: 3 clusters Score -2188881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2188882.750000 Penalty: 4825.384766
	Iteration 26Q: 3 clusters Score -2188883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2188883.250000 Penalty: 4825.384766
	Iteration 27Q: 3 clusters Score -2188883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2188889.250000 Penalty: 4825.384766
	Iteration 28Q: 3 clusters Score -2188889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2188891.500000 Penalty: 4825.384766
	Iteration 29Q: 3 clusters Score -2188892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2188894.000000 Penalty: 4825.384766
	Iteration 30Q: 3 clusters Score -2188894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2188895.250000 Penalty: 4825.384766
	Iteration 31Q: 3 clusters Score -2188895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2188898.000000 Penalty: 4825.384766
	Iteration 32Q: 3 clusters Score -2188898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2188897.750000 Penalty: 4825.384766
	Iteration 33Q: 3 clusters Score -2188898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2188897.750000 Penalty: 4825.384766
	Iteration 34F: 3 clusters Score -2188898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -445542.156250 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -445542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -441951.812500 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -441951.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -442715.156250 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -442715.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -442937.937500 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -442937.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -443064.062500 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -443064.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -443151.250000 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -443151.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -443218.125000 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -443218.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -443268.406250 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -443268.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -443303.812500 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -443303.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -443333.375000 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -443333.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -443355.812500 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -443355.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -443380.437500 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -443380.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -443394.906250 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -443394.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443407.750000 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -443407.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -443414.750000 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -443414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443419.031250 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -443419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -443424.656250 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -443424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -443429.625000 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -443429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -443435.593750 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -443435.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -443439.531250 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -443439.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -443446.531250 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -443446.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -443456.125000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -443456.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443468.687500 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -443468.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -443483.531250 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -443483.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -443493.281250 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -443493.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -443503.937500 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -443503.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -443516.343750 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -443516.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -443524.625000 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -443524.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -443534.531250 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -443534.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -443549.125000 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -443549.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -443566.031250 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -443566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -443583.062500 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -443583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -443597.406250 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -443597.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443610.968750 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -443611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -443625.250000 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -443625.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -443640.250000 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -443640.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -443664.937500 Penalty: 4054.093506
	Iteration 35Q: 3 clusters Score -443664.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -443688.656250 Penalty: 4054.093506
	Iteration 36Q: 3 clusters Score -443688.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -443711.281250 Penalty: 4054.093506
	Iteration 37Q: 3 clusters Score -443711.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -443734.343750 Penalty: 4054.093506
	Iteration 38Q: 3 clusters Score -443734.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -443764.937500 Penalty: 4054.093506
	Iteration 39Q: 3 clusters Score -443764.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -443801.156250 Penalty: 4054.093506
	Iteration 40F: 3 clusters Score -443801.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -443831.593750 Penalty: 4054.093506
	Iteration 41Q: 3 clusters Score -443831.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -443854.593750 Penalty: 4054.093506
	Iteration 42Q: 3 clusters Score -443854.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -443878.843750 Penalty: 4054.093506
	Iteration 43Q: 3 clusters Score -443878.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -443899.875000 Penalty: 4054.093506
	Iteration 44Q: 3 clusters Score -443899.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -443916.968750 Penalty: 4054.093506
	Iteration 45Q: 3 clusters Score -443917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -443931.843750 Penalty: 4054.093506
	Iteration 46Q: 3 clusters Score -443931.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -443941.843750 Penalty: 4054.093506
	Iteration 47Q: 3 clusters Score -443941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -443948.156250 Penalty: 4054.093506
	Iteration 48Q: 3 clusters Score -443948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -443955.093750 Penalty: 4054.093506
	Iteration 49Q: 3 clusters Score -443955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -443964.406250 Penalty: 4054.093506
	Iteration 50Q: 3 clusters Score -443964.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -443976.031250 Penalty: 4054.093506
	Iteration 51Q: 3 clusters Score -443976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -443982.250000 Penalty: 4054.093506
	Iteration 52Q: 3 clusters Score -443982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -443988.031250 Penalty: 4054.093506
	Iteration 53Q: 3 clusters Score -443988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -443992.937500 Penalty: 4054.093506
	Iteration 54Q: 3 clusters Score -443992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -443995.500000 Penalty: 4054.093506
	Iteration 55Q: 3 clusters Score -443995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -443999.593750 Penalty: 4054.093506
	Iteration 56Q: 3 clusters Score -443999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -444004.500000 Penalty: 4054.093506
	Iteration 57Q: 3 clusters Score -444004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -444007.031250 Penalty: 4054.093506
	Iteration 58Q: 3 clusters Score -444007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -444007.687500 Penalty: 4054.093506
	Iteration 59Q: 3 clusters Score -444007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -444009.062500 Penalty: 4054.093506
	Iteration 60F: 3 clusters Score -444009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -444008.031250 Penalty: 4054.093506
	Iteration 61Q: 3 clusters Score -444008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -444009.500000 Penalty: 4054.093506
	Iteration 62Q: 3 clusters Score -444009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -444011.281250 Penalty: 4054.093506
	Iteration 63Q: 3 clusters Score -444011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -444011.281250 Penalty: 4054.093506
	Iteration 64F: 3 clusters Score -444011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -457185.468750 Penalty: 2039.326416
	Iteration 0F: 2 clusters Score -457185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -453426.468750 Penalty: 4078.652832
	Iteration 0F: 3 clusters Score -453426.5 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -454390.000000 Penalty: 4078.652832
	Iteration 1F: 3 clusters Score -454390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -454783.468750 Penalty: 4078.652832
	Iteration 2F: 3 clusters Score -454783.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -455143.687500 Penalty: 4078.652832
	Iteration 3F: 3 clusters Score -455143.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -455494.562500 Penalty: 4078.652832
	Iteration 4F: 3 clusters Score -455494.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -455756.062500 Penalty: 4078.652832
	Iteration 5F: 3 clusters Score -455756.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -455907.437500 Penalty: 4078.652832
	Iteration 6F: 3 clusters Score -455907.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -455998.250000 Penalty: 4078.652832
	Iteration 7Q: 3 clusters Score -455998.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -456087.750000 Penalty: 4078.652832
	Iteration 8Q: 3 clusters Score -456087.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -456162.875000 Penalty: 4078.652832
	Iteration 9Q: 3 clusters Score -456162.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -456239.062500 Penalty: 4078.652832
	Iteration 10Q: 3 clusters Score -456239.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -456319.218750 Penalty: 4078.652832
	Iteration 11Q: 3 clusters Score -456319.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -456419.125000 Penalty: 4078.652832
	Iteration 12Q: 3 clusters Score -456419.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -456497.406250 Penalty: 4078.652832
	Iteration 13Q: 3 clusters Score -456497.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -456552.375000 Penalty: 4078.652832
	Iteration 14Q: 3 clusters Score -456552.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -456596.000000 Penalty: 4078.652832
	Iteration 15Q: 3 clusters Score -456596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -456625.562500 Penalty: 4078.652832
	Iteration 16Q: 3 clusters Score -456625.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -456645.281250 Penalty: 4078.652832
	Iteration 17Q: 3 clusters Score -456645.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -456659.781250 Penalty: 4078.652832
	Iteration 18Q: 3 clusters Score -456659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -456671.250000 Penalty: 4078.652832
	Iteration 19Q: 3 clusters Score -456671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -456678.625000 Penalty: 4078.652832
	Iteration 20F: 3 clusters Score -456678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -456683.750000 Penalty: 4078.652832
	Iteration 21Q: 3 clusters Score -456683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -456688.625000 Penalty: 4078.652832
	Iteration 22Q: 3 clusters Score -456688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -456692.281250 Penalty: 4078.652832
	Iteration 23Q: 3 clusters Score -456692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -456696.875000 Penalty: 4078.652832
	Iteration 24Q: 3 clusters Score -456696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -456697.781250 Penalty: 4078.652832
	Iteration 25Q: 3 clusters Score -456697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -456698.812500 Penalty: 4078.652832
	Iteration 26Q: 3 clusters Score -456698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -456699.687500 Penalty: 4078.652832
	Iteration 27Q: 3 clusters Score -456699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -456700.781250 Penalty: 4078.652832
	Iteration 28Q: 3 clusters Score -456700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -456701.187500 Penalty: 4078.652832
	Iteration 29Q: 3 clusters Score -456701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -456701.187500 Penalty: 4078.652832
	Iteration 30F: 3 clusters Score -456701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 640 members 
Entering Unmasked Estep 
Score: -163626.156250 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163626.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -164332.859375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164332.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164818.609375 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164818.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165227.484375 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165227.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165522.078125 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165522.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165724.390625 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -165724.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165878.640625 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -165878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -165921.625000 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -165921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -165933.546875 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -165933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -165936.343750 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -165936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165937.453125 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -165937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165937.453125 Penalty: 3572.150391
	Iteration 11F: 3 clusters Score -165937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 20991 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 127875 members 
Mstep: Class 6 contains 228928 members 
Mstep: Class 7 contains 67418 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 176254 members 
Mstep: Class 10 contains 21459 members 
Mstep: Class 11 contains 95991 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 155175 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 9660 members 
Mstep: Class 20 contains 99600 members 
Mstep: Class 21 contains 16791 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 133739 members 
Mstep: Class 26 contains 71806 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 10897 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 417 members 
Entering Unmasked Estep 
Score: -181086864.000000 Penalty: 112337.296875
Splitting cluster 24 changes total score from -181088000.000000 to -181086864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (133739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133739 members 
Entering Unmasked Estep 
Score: -16712603.000000 Penalty: 2927.303955
	Iteration 0F: 2 clusters Score -1.67126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -16623307.000000 Penalty: 5854.607910
	Iteration 0F: 3 clusters Score -1.662331e+07 nChanged 63712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -16660228.000000 Penalty: 5854.607910
	Iteration 1F: 3 clusters Score -1.666023e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -16661701.000000 Penalty: 5854.607910
	Iteration 2Q: 3 clusters Score -1.66617e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -16663462.000000 Penalty: 5854.607910
	Iteration 3Q: 3 clusters Score -1.666346e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -16665628.000000 Penalty: 5854.607910
	Iteration 4Q: 3 clusters Score -1.666563e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -16668155.000000 Penalty: 5854.607910
	Iteration 5Q: 3 clusters Score -1.666816e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -16671213.000000 Penalty: 5854.607910
	Iteration 6Q: 3 clusters Score -1.667121e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -16674785.000000 Penalty: 5854.607910
	Iteration 7F: 3 clusters Score -1.667478e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -16679238.000000 Penalty: 5854.607910
	Iteration 8F: 3 clusters Score -1.667924e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -16684187.000000 Penalty: 5854.607910
	Iteration 9F: 3 clusters Score -1.668419e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -16688803.000000 Penalty: 5854.607910
	Iteration 10F: 3 clusters Score -1.66888e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -16692457.000000 Penalty: 5854.607910
	Iteration 11Q: 3 clusters Score -1.669246e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -16694787.000000 Penalty: 5854.607910
	Iteration 12Q: 3 clusters Score -1.669479e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -16696168.000000 Penalty: 5854.607910
	Iteration 13Q: 3 clusters Score -1.669617e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -16697230.000000 Penalty: 5854.607910
	Iteration 14Q: 3 clusters Score -1.669723e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -16698310.000000 Penalty: 5854.607910
	Iteration 15Q: 3 clusters Score -1.669831e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -16699254.000000 Penalty: 5854.607910
	Iteration 16Q: 3 clusters Score -1.669925e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -16700221.000000 Penalty: 5854.607910
	Iteration 17Q: 3 clusters Score -1.670022e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -16701289.000000 Penalty: 5854.607910
	Iteration 18Q: 3 clusters Score -1.670129e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -16702404.000000 Penalty: 5854.607910
	Iteration 19Q: 3 clusters Score -1.67024e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -16703497.000000 Penalty: 5854.607910
	Iteration 20F: 3 clusters Score -1.67035e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -16704749.000000 Penalty: 5854.607910
	Iteration 21Q: 3 clusters Score -1.670475e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -16705950.000000 Penalty: 5854.607910
	Iteration 22Q: 3 clusters Score -1.670595e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124484 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -16706996.000000 Penalty: 5854.607910
	Iteration 23Q: 3 clusters Score -1.6707e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -16707909.000000 Penalty: 5854.607910
	Iteration 24Q: 3 clusters Score -1.670791e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -16708657.000000 Penalty: 5854.607910
	Iteration 25Q: 3 clusters Score -1.670866e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -16709227.000000 Penalty: 5854.607910
	Iteration 26Q: 3 clusters Score -1.670923e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -16709629.000000 Penalty: 5854.607910
	Iteration 27Q: 3 clusters Score -1.670963e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -16709924.000000 Penalty: 5854.607910
	Iteration 28Q: 3 clusters Score -1.670992e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -16710170.000000 Penalty: 5854.607910
	Iteration 29Q: 3 clusters Score -1.671017e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -16710407.000000 Penalty: 5854.607910
	Iteration 30Q: 3 clusters Score -1.671041e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -16710527.000000 Penalty: 5854.607910
	Iteration 31Q: 3 clusters Score -1.671053e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -16710623.000000 Penalty: 5854.607910
	Iteration 32Q: 3 clusters Score -1.671062e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -16710726.000000 Penalty: 5854.607910
	Iteration 33Q: 3 clusters Score -1.671073e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -16710767.000000 Penalty: 5854.607910
	Iteration 34Q: 3 clusters Score -1.671077e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -16710766.000000 Penalty: 5854.607910
	Iteration 35Q: 3 clusters Score -1.671077e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -16710799.000000 Penalty: 5854.607910
	Iteration 36Q: 3 clusters Score -1.67108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -16710831.000000 Penalty: 5854.607910
	Iteration 37Q: 3 clusters Score -1.671083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131654 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16710857.000000 Penalty: 5854.607910
	Iteration 38Q: 3 clusters Score -1.671086e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131693 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -16710857.000000 Penalty: 5854.607910
	Iteration 39Q: 3 clusters Score -1.671086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -16710851.000000 Penalty: 5854.607910
	Iteration 40F: 3 clusters Score -1.671085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -16710849.000000 Penalty: 5854.607910
	Iteration 41Q: 3 clusters Score -1.671085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16710854.000000 Penalty: 5854.607910
	Iteration 42Q: 3 clusters Score -1.671085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16710848.000000 Penalty: 5854.607910
	Iteration 43Q: 3 clusters Score -1.671085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16710856.000000 Penalty: 5854.607910
	Iteration 44Q: 3 clusters Score -1.671086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16710856.000000 Penalty: 5854.607910
	Iteration 45Q: 3 clusters Score -1.671086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -16710860.000000 Penalty: 5854.607910
	Iteration 46Q: 3 clusters Score -1.671086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131783 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16710858.000000 Penalty: 5854.607910
	Iteration 47Q: 3 clusters Score -1.671086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16710859.000000 Penalty: 5854.607910
	Iteration 48Q: 3 clusters Score -1.671086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16710855.000000 Penalty: 5854.607910
	Iteration 49Q: 3 clusters Score -1.671086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16710864.000000 Penalty: 5854.607910
	Iteration 50Q: 3 clusters Score -1.671086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16710864.000000 Penalty: 5854.607910
	Iteration 51F: 3 clusters Score -1.671086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Entering Unmasked Estep 
Score: -9529445.000000 Penalty: 2773.067383
	Iteration 0F: 2 clusters Score -9529445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -9481331.000000 Penalty: 5546.134766
	Iteration 0F: 3 clusters Score -9481331 nChanged 33516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -9500183.000000 Penalty: 5546.134766
	Iteration 1F: 3 clusters Score -9500183 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -9500922.000000 Penalty: 5546.134766
	Iteration 2Q: 3 clusters Score -9500922 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9501794.000000 Penalty: 5546.134766
	Iteration 3Q: 3 clusters Score -9501794 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -9502904.000000 Penalty: 5546.134766
	Iteration 4Q: 3 clusters Score -9502904 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -9504229.000000 Penalty: 5546.134766
	Iteration 5Q: 3 clusters Score -9504229 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9505946.000000 Penalty: 5546.134766
	Iteration 6F: 3 clusters Score -9505946 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -9507902.000000 Penalty: 5546.134766
	Iteration 7F: 3 clusters Score -9507902 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -9509780.000000 Penalty: 5546.134766
	Iteration 8F: 3 clusters Score -9509780 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -9511721.000000 Penalty: 5546.134766
	Iteration 9F: 3 clusters Score -9511721 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -9513429.000000 Penalty: 5546.134766
	Iteration 10F: 3 clusters Score -9513429 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -9515061.000000 Penalty: 5546.134766
	Iteration 11Q: 3 clusters Score -9515061 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -9516531.000000 Penalty: 5546.134766
	Iteration 12Q: 3 clusters Score -9516531 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -9518010.000000 Penalty: 5546.134766
	Iteration 13Q: 3 clusters Score -9518010 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -9519560.000000 Penalty: 5546.134766
	Iteration 14Q: 3 clusters Score -9519560 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9521226.000000 Penalty: 5546.134766
	Iteration 15Q: 3 clusters Score -9521226 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -9522832.000000 Penalty: 5546.134766
	Iteration 16Q: 3 clusters Score -9522832 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -9524281.000000 Penalty: 5546.134766
	Iteration 17Q: 3 clusters Score -9524281 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -9525426.000000 Penalty: 5546.134766
	Iteration 18Q: 3 clusters Score -9525426 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -9526105.000000 Penalty: 5546.134766
	Iteration 19Q: 3 clusters Score -9526105 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -9526497.000000 Penalty: 5546.134766
	Iteration 20F: 3 clusters Score -9526497 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -9526704.000000 Penalty: 5546.134766
	Iteration 21Q: 3 clusters Score -9526704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -9526814.000000 Penalty: 5546.134766
	Iteration 22Q: 3 clusters Score -9526814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -9526887.000000 Penalty: 5546.134766
	Iteration 23Q: 3 clusters Score -9526887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -9526953.000000 Penalty: 5546.134766
	Iteration 24Q: 3 clusters Score -9526953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -9526976.000000 Penalty: 5546.134766
	Iteration 25Q: 3 clusters Score -9526976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -9526994.000000 Penalty: 5546.134766
	Iteration 26Q: 3 clusters Score -9526994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -9527013.000000 Penalty: 5546.134766
	Iteration 27Q: 3 clusters Score -9527013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -9527030.000000 Penalty: 5546.134766
	Iteration 28Q: 3 clusters Score -9527030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -9527047.000000 Penalty: 5546.134766
	Iteration 29Q: 3 clusters Score -9527047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -9527058.000000 Penalty: 5546.134766
	Iteration 30Q: 3 clusters Score -9527058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -9527071.000000 Penalty: 5546.134766
	Iteration 31Q: 3 clusters Score -9527071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -9527070.000000 Penalty: 5546.134766
	Iteration 32Q: 3 clusters Score -9527070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -9527078.000000 Penalty: 5546.134766
	Iteration 33Q: 3 clusters Score -9527078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -9527078.000000 Penalty: 5546.134766
	Iteration 34F: 3 clusters Score -9527078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -2340235.750000 Penalty: 2420.112793
	Iteration 0F: 2 clusters Score -2340236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2327964.000000 Penalty: 4840.225586
	Iteration 0F: 3 clusters Score -2327964 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2332009.500000 Penalty: 4840.225586
	Iteration 1F: 3 clusters Score -2332010 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2332367.250000 Penalty: 4840.225586
	Iteration 2F: 3 clusters Score -2332367 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2332622.000000 Penalty: 4840.225586
	Iteration 3Q: 3 clusters Score -2332622 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2332806.500000 Penalty: 4840.225586
	Iteration 4Q: 3 clusters Score -2332806 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2332950.250000 Penalty: 4840.225586
	Iteration 5Q: 3 clusters Score -2332950 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2333088.000000 Penalty: 4840.225586
	Iteration 6Q: 3 clusters Score -2333088 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2333240.000000 Penalty: 4840.225586
	Iteration 7Q: 3 clusters Score -2333240 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2333417.750000 Penalty: 4840.225586
	Iteration 8Q: 3 clusters Score -2333418 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2333569.000000 Penalty: 4840.225586
	Iteration 9Q: 3 clusters Score -2333569 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2333734.500000 Penalty: 4840.225586
	Iteration 10Q: 3 clusters Score -2333734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2333923.500000 Penalty: 4840.225586
	Iteration 11Q: 3 clusters Score -2333924 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2334176.250000 Penalty: 4840.225586
	Iteration 12Q: 3 clusters Score -2334176 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2334592.250000 Penalty: 4840.225586
	Iteration 13Q: 3 clusters Score -2334592 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2335232.250000 Penalty: 4840.225586
	Iteration 14Q: 3 clusters Score -2335232 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2336149.750000 Penalty: 4840.225586
	Iteration 15F: 3 clusters Score -2336150 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2337140.500000 Penalty: 4840.225586
	Iteration 16F: 3 clusters Score -2337140 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2337979.750000 Penalty: 4840.225586
	Iteration 17F: 3 clusters Score -2337980 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2338573.750000 Penalty: 4840.225586
	Iteration 18Q: 3 clusters Score -2338574 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2338913.750000 Penalty: 4840.225586
	Iteration 19Q: 3 clusters Score -2338914 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2339123.750000 Penalty: 4840.225586
	Iteration 20F: 3 clusters Score -2339124 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2339291.750000 Penalty: 4840.225586
	Iteration 21Q: 3 clusters Score -2339292 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2339398.000000 Penalty: 4840.225586
	Iteration 22Q: 3 clusters Score -2339398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2339458.000000 Penalty: 4840.225586
	Iteration 23Q: 3 clusters Score -2339458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2339509.250000 Penalty: 4840.225586
	Iteration 24Q: 3 clusters Score -2339509 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2339536.750000 Penalty: 4840.225586
	Iteration 25Q: 3 clusters Score -2339537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2339569.500000 Penalty: 4840.225586
	Iteration 26Q: 3 clusters Score -2339570 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2339594.000000 Penalty: 4840.225586
	Iteration 27Q: 3 clusters Score -2339594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2339611.250000 Penalty: 4840.225586
	Iteration 28Q: 3 clusters Score -2339611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2339614.250000 Penalty: 4840.225586
	Iteration 29Q: 3 clusters Score -2339614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2339618.000000 Penalty: 4840.225586
	Iteration 30Q: 3 clusters Score -2339618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2339620.000000 Penalty: 4840.225586
	Iteration 31Q: 3 clusters Score -2339620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2339621.500000 Penalty: 4840.225586
	Iteration 32Q: 3 clusters Score -2339622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2339627.750000 Penalty: 4840.225586
	Iteration 33Q: 3 clusters Score -2339628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2339630.500000 Penalty: 4840.225586
	Iteration 34Q: 3 clusters Score -2339630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2339637.250000 Penalty: 4840.225586
	Iteration 35Q: 3 clusters Score -2339637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2339635.500000 Penalty: 4840.225586
	Iteration 36Q: 3 clusters Score -2339636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2339640.000000 Penalty: 4840.225586
	Iteration 37Q: 3 clusters Score -2339640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2339642.500000 Penalty: 4840.225586
	Iteration 38Q: 3 clusters Score -2339642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2339645.000000 Penalty: 4840.225586
	Iteration 39Q: 3 clusters Score -2339645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2339650.000000 Penalty: 4840.225586
	Iteration 40F: 3 clusters Score -2339650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2339649.000000 Penalty: 4840.225586
	Iteration 41Q: 3 clusters Score -2339649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2339653.250000 Penalty: 4840.225586
	Iteration 42Q: 3 clusters Score -2339653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2339654.500000 Penalty: 4840.225586
	Iteration 43Q: 3 clusters Score -2339654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2339657.750000 Penalty: 4840.225586
	Iteration 44Q: 3 clusters Score -2339658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2339656.250000 Penalty: 4840.225586
	Iteration 45Q: 3 clusters Score -2339656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2339659.500000 Penalty: 4840.225586
	Iteration 46Q: 3 clusters Score -2339660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2339657.500000 Penalty: 4840.225586
	Iteration 47Q: 3 clusters Score -2339658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2339662.000000 Penalty: 4840.225586
	Iteration 48Q: 3 clusters Score -2339662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2339663.750000 Penalty: 4840.225586
	Iteration 49Q: 3 clusters Score -2339664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2339662.250000 Penalty: 4840.225586
	Iteration 50Q: 3 clusters Score -2339662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2339662.250000 Penalty: 4840.225586
	Iteration 51F: 3 clusters Score -2339662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Entering Unmasked Estep 
Score: -2970190.000000 Penalty: 2488.516357
	Iteration 0F: 2 clusters Score -2970190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2954370.500000 Penalty: 4977.032715
	Iteration 0F: 3 clusters Score -2954370 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2959940.500000 Penalty: 4977.032715
	Iteration 1F: 3 clusters Score -2959940 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2960551.000000 Penalty: 4977.032715
	Iteration 2F: 3 clusters Score -2960551 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2961152.750000 Penalty: 4977.032715
	Iteration 3F: 3 clusters Score -2961153 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2961848.000000 Penalty: 4977.032715
	Iteration 4F: 3 clusters Score -2961848 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2962677.000000 Penalty: 4977.032715
	Iteration 5F: 3 clusters Score -2962677 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2963622.500000 Penalty: 4977.032715
	Iteration 6F: 3 clusters Score -2963622 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2964700.500000 Penalty: 4977.032715
	Iteration 7F: 3 clusters Score -2964700 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2965660.250000 Penalty: 4977.032715
	Iteration 8F: 3 clusters Score -2965660 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2966408.000000 Penalty: 4977.032715
	Iteration 9Q: 3 clusters Score -2966408 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2967020.750000 Penalty: 4977.032715
	Iteration 10Q: 3 clusters Score -2967021 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2967518.500000 Penalty: 4977.032715
	Iteration 11Q: 3 clusters Score -2967518 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2967871.750000 Penalty: 4977.032715
	Iteration 12Q: 3 clusters Score -2967872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2968119.750000 Penalty: 4977.032715
	Iteration 13Q: 3 clusters Score -2968120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2968259.500000 Penalty: 4977.032715
	Iteration 14Q: 3 clusters Score -2968260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2968336.250000 Penalty: 4977.032715
	Iteration 15Q: 3 clusters Score -2968336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2968387.500000 Penalty: 4977.032715
	Iteration 16Q: 3 clusters Score -2968388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2968411.500000 Penalty: 4977.032715
	Iteration 17Q: 3 clusters Score -2968412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2968447.500000 Penalty: 4977.032715
	Iteration 18Q: 3 clusters Score -2968448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2968459.000000 Penalty: 4977.032715
	Iteration 19Q: 3 clusters Score -2968459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2968487.500000 Penalty: 4977.032715
	Iteration 20F: 3 clusters Score -2968488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2968502.250000 Penalty: 4977.032715
	Iteration 21Q: 3 clusters Score -2968502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2968509.750000 Penalty: 4977.032715
	Iteration 22Q: 3 clusters Score -2968510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2968520.750000 Penalty: 4977.032715
	Iteration 23Q: 3 clusters Score -2968521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2968528.250000 Penalty: 4977.032715
	Iteration 24Q: 3 clusters Score -2968528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2968531.750000 Penalty: 4977.032715
	Iteration 25Q: 3 clusters Score -2968532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2968541.500000 Penalty: 4977.032715
	Iteration 26Q: 3 clusters Score -2968542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2968541.250000 Penalty: 4977.032715
	Iteration 27Q: 3 clusters Score -2968541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2968541.000000 Penalty: 4977.032715
	Iteration 28Q: 3 clusters Score -2968541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2968544.500000 Penalty: 4977.032715
	Iteration 29Q: 3 clusters Score -2968544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2968549.000000 Penalty: 4977.032715
	Iteration 30Q: 3 clusters Score -2968549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2968547.000000 Penalty: 4977.032715
	Iteration 31Q: 3 clusters Score -2968547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2968544.750000 Penalty: 4977.032715
	Iteration 32Q: 3 clusters Score -2968545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2968546.500000 Penalty: 4977.032715
	Iteration 33Q: 3 clusters Score -2968546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2968544.500000 Penalty: 4977.032715
	Iteration 34Q: 3 clusters Score -2968544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2968544.500000 Penalty: 4977.032715
	Iteration 35F: 3 clusters Score -2968544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -609742.500000 Penalty: 2124.977295
	Iteration 0F: 2 clusters Score -609742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -605126.125000 Penalty: 4249.954590
	Iteration 0F: 3 clusters Score -605126.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -606756.000000 Penalty: 4249.954590
	Iteration 1F: 3 clusters Score -606756 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -607413.875000 Penalty: 4249.954590
	Iteration 2F: 3 clusters Score -607413.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -607949.625000 Penalty: 4249.954590
	Iteration 3F: 3 clusters Score -607949.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -608342.562500 Penalty: 4249.954590
	Iteration 4F: 3 clusters Score -608342.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -608670.375000 Penalty: 4249.954590
	Iteration 5F: 3 clusters Score -608670.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -608859.187500 Penalty: 4249.954590
	Iteration 6Q: 3 clusters Score -608859.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -608966.875000 Penalty: 4249.954590
	Iteration 7Q: 3 clusters Score -608966.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -609048.062500 Penalty: 4249.954590
	Iteration 8Q: 3 clusters Score -609048.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -609104.937500 Penalty: 4249.954590
	Iteration 9Q: 3 clusters Score -609104.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -609140.812500 Penalty: 4249.954590
	Iteration 10Q: 3 clusters Score -609140.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -609163.312500 Penalty: 4249.954590
	Iteration 11Q: 3 clusters Score -609163.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -609180.312500 Penalty: 4249.954590
	Iteration 12Q: 3 clusters Score -609180.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -609193.250000 Penalty: 4249.954590
	Iteration 13Q: 3 clusters Score -609193.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -609207.125000 Penalty: 4249.954590
	Iteration 14Q: 3 clusters Score -609207.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -609216.937500 Penalty: 4249.954590
	Iteration 15Q: 3 clusters Score -609216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -609227.187500 Penalty: 4249.954590
	Iteration 16Q: 3 clusters Score -609227.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -609236.625000 Penalty: 4249.954590
	Iteration 17Q: 3 clusters Score -609236.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -609246.937500 Penalty: 4249.954590
	Iteration 18Q: 3 clusters Score -609246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -609252.000000 Penalty: 4249.954590
	Iteration 19Q: 3 clusters Score -609252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -609252.000000 Penalty: 4249.954590
	Iteration 20F: 3 clusters Score -609252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -609253.500000 Penalty: 4249.954590
	Iteration 21Q: 3 clusters Score -609253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -609253.687500 Penalty: 4249.954590
	Iteration 22Q: 3 clusters Score -609253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -609255.312500 Penalty: 4249.954590
	Iteration 23Q: 3 clusters Score -609255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -609255.312500 Penalty: 4249.954590
	Iteration 24F: 3 clusters Score -609255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Entering Unmasked Estep 
Score: -1445428.500000 Penalty: 2305.468262
	Iteration 0F: 2 clusters Score -1445428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1437130.250000 Penalty: 4610.936523
	Iteration 0F: 3 clusters Score -1437130 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1439642.750000 Penalty: 4610.936523
	Iteration 1F: 3 clusters Score -1439643 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1440140.000000 Penalty: 4610.936523
	Iteration 2F: 3 clusters Score -1440140 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1440582.000000 Penalty: 4610.936523
	Iteration 3F: 3 clusters Score -1440582 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1440972.625000 Penalty: 4610.936523
	Iteration 4F: 3 clusters Score -1440973 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1441285.375000 Penalty: 4610.936523
	Iteration 5F: 3 clusters Score -1441285 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1441586.500000 Penalty: 4610.936523
	Iteration 6Q: 3 clusters Score -1441586 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1441903.750000 Penalty: 4610.936523
	Iteration 7Q: 3 clusters Score -1441904 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1442232.250000 Penalty: 4610.936523
	Iteration 8Q: 3 clusters Score -1442232 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1442597.500000 Penalty: 4610.936523
	Iteration 9Q: 3 clusters Score -1442598 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1443027.125000 Penalty: 4610.936523
	Iteration 10Q: 3 clusters Score -1443027 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1443405.250000 Penalty: 4610.936523
	Iteration 11Q: 3 clusters Score -1443405 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1443715.250000 Penalty: 4610.936523
	Iteration 12Q: 3 clusters Score -1443715 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1443925.000000 Penalty: 4610.936523
	Iteration 13Q: 3 clusters Score -1443925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1444069.250000 Penalty: 4610.936523
	Iteration 14Q: 3 clusters Score -1444069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1444181.875000 Penalty: 4610.936523
	Iteration 15Q: 3 clusters Score -1444182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1444278.250000 Penalty: 4610.936523
	Iteration 16Q: 3 clusters Score -1444278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1444347.750000 Penalty: 4610.936523
	Iteration 17Q: 3 clusters Score -1444348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1444410.875000 Penalty: 4610.936523
	Iteration 18Q: 3 clusters Score -1444411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1444458.625000 Penalty: 4610.936523
	Iteration 19Q: 3 clusters Score -1444459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1444520.000000 Penalty: 4610.936523
	Iteration 20F: 3 clusters Score -1444520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1444574.250000 Penalty: 4610.936523
	Iteration 21Q: 3 clusters Score -1444574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1444620.625000 Penalty: 4610.936523
	Iteration 22Q: 3 clusters Score -1444621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1444648.125000 Penalty: 4610.936523
	Iteration 23Q: 3 clusters Score -1444648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1444675.125000 Penalty: 4610.936523
	Iteration 24Q: 3 clusters Score -1444675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1444700.375000 Penalty: 4610.936523
	Iteration 25Q: 3 clusters Score -1444700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1444720.750000 Penalty: 4610.936523
	Iteration 26Q: 3 clusters Score -1444721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1444730.125000 Penalty: 4610.936523
	Iteration 27Q: 3 clusters Score -1444730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1444739.500000 Penalty: 4610.936523
	Iteration 28Q: 3 clusters Score -1444740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1444741.250000 Penalty: 4610.936523
	Iteration 29Q: 3 clusters Score -1444741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1444743.750000 Penalty: 4610.936523
	Iteration 30Q: 3 clusters Score -1444744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1444742.375000 Penalty: 4610.936523
	Iteration 31Q: 3 clusters Score -1444742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1444750.875000 Penalty: 4610.936523
	Iteration 32F: 3 clusters Score -1444751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1444756.750000 Penalty: 4610.936523
	Iteration 33Q: 3 clusters Score -1444757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1444768.250000 Penalty: 4610.936523
	Iteration 34Q: 3 clusters Score -1444768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1444779.125000 Penalty: 4610.936523
	Iteration 35Q: 3 clusters Score -1444779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1444789.250000 Penalty: 4610.936523
	Iteration 36Q: 3 clusters Score -1444789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1444792.625000 Penalty: 4610.936523
	Iteration 37Q: 3 clusters Score -1444793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1444800.875000 Penalty: 4610.936523
	Iteration 38Q: 3 clusters Score -1444801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1444806.625000 Penalty: 4610.936523
	Iteration 39Q: 3 clusters Score -1444807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1444816.750000 Penalty: 4610.936523
	Iteration 40F: 3 clusters Score -1444817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1444820.125000 Penalty: 4610.936523
	Iteration 41Q: 3 clusters Score -1444820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1444821.500000 Penalty: 4610.936523
	Iteration 42Q: 3 clusters Score -1444822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1444823.250000 Penalty: 4610.936523
	Iteration 43Q: 3 clusters Score -1444823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1444821.375000 Penalty: 4610.936523
	Iteration 44Q: 3 clusters Score -1444821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1444824.375000 Penalty: 4610.936523
	Iteration 45Q: 3 clusters Score -1444824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1444826.875000 Penalty: 4610.936523
	Iteration 46Q: 3 clusters Score -1444827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1444827.125000 Penalty: 4610.936523
	Iteration 47Q: 3 clusters Score -1444827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1444828.000000 Penalty: 4610.936523
	Iteration 48Q: 3 clusters Score -1444828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1444828.000000 Penalty: 4610.936523
	Iteration 49F: 3 clusters Score -1444828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Entering Unmasked Estep 
Score: -2346892.500000 Penalty: 2421.085693
	Iteration 0F: 2 clusters Score -2346892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2334637.750000 Penalty: 4842.171387
	Iteration 0F: 3 clusters Score -2334638 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2338672.250000 Penalty: 4842.171387
	Iteration 1F: 3 clusters Score -2338672 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2339051.250000 Penalty: 4842.171387
	Iteration 2F: 3 clusters Score -2339051 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2339374.500000 Penalty: 4842.171387
	Iteration 3Q: 3 clusters Score -2339374 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2339623.000000 Penalty: 4842.171387
	Iteration 4Q: 3 clusters Score -2339623 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2339868.500000 Penalty: 4842.171387
	Iteration 5Q: 3 clusters Score -2339868 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2340123.750000 Penalty: 4842.171387
	Iteration 6Q: 3 clusters Score -2340124 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2340390.750000 Penalty: 4842.171387
	Iteration 7Q: 3 clusters Score -2340391 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2340679.500000 Penalty: 4842.171387
	Iteration 8Q: 3 clusters Score -2340680 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2341029.750000 Penalty: 4842.171387
	Iteration 9Q: 3 clusters Score -2341030 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2341393.250000 Penalty: 4842.171387
	Iteration 10Q: 3 clusters Score -2341393 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2341762.750000 Penalty: 4842.171387
	Iteration 11Q: 3 clusters Score -2341763 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2342145.250000 Penalty: 4842.171387
	Iteration 12Q: 3 clusters Score -2342145 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2342521.250000 Penalty: 4842.171387
	Iteration 13Q: 3 clusters Score -2342521 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2342833.750000 Penalty: 4842.171387
	Iteration 14Q: 3 clusters Score -2342834 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2343098.750000 Penalty: 4842.171387
	Iteration 15Q: 3 clusters Score -2343099 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2343291.000000 Penalty: 4842.171387
	Iteration 16Q: 3 clusters Score -2343291 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2343407.750000 Penalty: 4842.171387
	Iteration 17Q: 3 clusters Score -2343408 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2343491.500000 Penalty: 4842.171387
	Iteration 18Q: 3 clusters Score -2343492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2343553.750000 Penalty: 4842.171387
	Iteration 19Q: 3 clusters Score -2343554 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2343583.250000 Penalty: 4842.171387
	Iteration 20F: 3 clusters Score -2343583 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2343608.250000 Penalty: 4842.171387
	Iteration 21Q: 3 clusters Score -2343608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2343630.000000 Penalty: 4842.171387
	Iteration 22Q: 3 clusters Score -2343630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2343648.500000 Penalty: 4842.171387
	Iteration 23Q: 3 clusters Score -2343648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2343670.000000 Penalty: 4842.171387
	Iteration 24Q: 3 clusters Score -2343670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2343680.000000 Penalty: 4842.171387
	Iteration 25Q: 3 clusters Score -2343680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2343688.500000 Penalty: 4842.171387
	Iteration 26Q: 3 clusters Score -2343688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2343694.250000 Penalty: 4842.171387
	Iteration 27Q: 3 clusters Score -2343694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2343703.250000 Penalty: 4842.171387
	Iteration 28Q: 3 clusters Score -2343703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2343716.500000 Penalty: 4842.171387
	Iteration 29Q: 3 clusters Score -2343716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2343731.500000 Penalty: 4842.171387
	Iteration 30Q: 3 clusters Score -2343732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2343753.250000 Penalty: 4842.171387
	Iteration 31Q: 3 clusters Score -2343753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2343762.000000 Penalty: 4842.171387
	Iteration 32Q: 3 clusters Score -2343762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2343774.000000 Penalty: 4842.171387
	Iteration 33Q: 3 clusters Score -2343774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2343785.750000 Penalty: 4842.171387
	Iteration 34Q: 3 clusters Score -2343786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2343799.500000 Penalty: 4842.171387
	Iteration 35Q: 3 clusters Score -2343800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2343820.250000 Penalty: 4842.171387
	Iteration 36Q: 3 clusters Score -2343820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2343836.750000 Penalty: 4842.171387
	Iteration 37Q: 3 clusters Score -2343837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2343845.750000 Penalty: 4842.171387
	Iteration 38Q: 3 clusters Score -2343846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2343855.500000 Penalty: 4842.171387
	Iteration 39Q: 3 clusters Score -2343856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2343862.250000 Penalty: 4842.171387
	Iteration 40F: 3 clusters Score -2343862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2343867.250000 Penalty: 4842.171387
	Iteration 41Q: 3 clusters Score -2343867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2343876.000000 Penalty: 4842.171387
	Iteration 42Q: 3 clusters Score -2343876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2343883.250000 Penalty: 4842.171387
	Iteration 43Q: 3 clusters Score -2343883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2343900.000000 Penalty: 4842.171387
	Iteration 44Q: 3 clusters Score -2343900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2343910.000000 Penalty: 4842.171387
	Iteration 45Q: 3 clusters Score -2343910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2343918.500000 Penalty: 4842.171387
	Iteration 46Q: 3 clusters Score -2343918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2343936.250000 Penalty: 4842.171387
	Iteration 47Q: 3 clusters Score -2343936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2343953.000000 Penalty: 4842.171387
	Iteration 48Q: 3 clusters Score -2343953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2343971.500000 Penalty: 4842.171387
	Iteration 49Q: 3 clusters Score -2343972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2343979.750000 Penalty: 4842.171387
	Iteration 50Q: 3 clusters Score -2343980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2344000.250000 Penalty: 4842.171387
	Iteration 51Q: 3 clusters Score -2344000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2344014.750000 Penalty: 4842.171387
	Iteration 52Q: 3 clusters Score -2344015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2344046.750000 Penalty: 4842.171387
	Iteration 53Q: 3 clusters Score -2344047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2344069.000000 Penalty: 4842.171387
	Iteration 54Q: 3 clusters Score -2344069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2344086.750000 Penalty: 4842.171387
	Iteration 55Q: 3 clusters Score -2344087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2344117.750000 Penalty: 4842.171387
	Iteration 56Q: 3 clusters Score -2344118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2344145.750000 Penalty: 4842.171387
	Iteration 57Q: 3 clusters Score -2344146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2344182.000000 Penalty: 4842.171387
	Iteration 58Q: 3 clusters Score -2344182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2344210.500000 Penalty: 4842.171387
	Iteration 59Q: 3 clusters Score -2344210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2344246.750000 Penalty: 4842.171387
	Iteration 60F: 3 clusters Score -2344247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2344287.250000 Penalty: 4842.171387
	Iteration 61Q: 3 clusters Score -2344287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2344333.000000 Penalty: 4842.171387
	Iteration 62Q: 3 clusters Score -2344333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2344386.750000 Penalty: 4842.171387
	Iteration 63Q: 3 clusters Score -2344387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2344422.000000 Penalty: 4842.171387
	Iteration 64Q: 3 clusters Score -2344422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2344467.000000 Penalty: 4842.171387
	Iteration 65Q: 3 clusters Score -2344467 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2344489.750000 Penalty: 4842.171387
	Iteration 66Q: 3 clusters Score -2344490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2344507.000000 Penalty: 4842.171387
	Iteration 67Q: 3 clusters Score -2344507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2344517.250000 Penalty: 4842.171387
	Iteration 68Q: 3 clusters Score -2344517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2344534.500000 Penalty: 4842.171387
	Iteration 69Q: 3 clusters Score -2344534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2344539.000000 Penalty: 4842.171387
	Iteration 70Q: 3 clusters Score -2344539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2344562.750000 Penalty: 4842.171387
	Iteration 71Q: 3 clusters Score -2344563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2344569.000000 Penalty: 4842.171387
	Iteration 72Q: 3 clusters Score -2344569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2344574.750000 Penalty: 4842.171387
	Iteration 73Q: 3 clusters Score -2344575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2344585.500000 Penalty: 4842.171387
	Iteration 74Q: 3 clusters Score -2344586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2344592.750000 Penalty: 4842.171387
	Iteration 75Q: 3 clusters Score -2344593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2344599.750000 Penalty: 4842.171387
	Iteration 76Q: 3 clusters Score -2344600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2344613.500000 Penalty: 4842.171387
	Iteration 77Q: 3 clusters Score -2344614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2344623.500000 Penalty: 4842.171387
	Iteration 78Q: 3 clusters Score -2344624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2344633.000000 Penalty: 4842.171387
	Iteration 79Q: 3 clusters Score -2344633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2344641.000000 Penalty: 4842.171387
	Iteration 80F: 3 clusters Score -2344641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2344656.750000 Penalty: 4842.171387
	Iteration 81Q: 3 clusters Score -2344657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2344666.000000 Penalty: 4842.171387
	Iteration 82Q: 3 clusters Score -2344666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2344672.500000 Penalty: 4842.171387
	Iteration 83Q: 3 clusters Score -2344672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2344678.250000 Penalty: 4842.171387
	Iteration 84Q: 3 clusters Score -2344678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2344694.000000 Penalty: 4842.171387
	Iteration 85Q: 3 clusters Score -2344694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2344705.750000 Penalty: 4842.171387
	Iteration 86Q: 3 clusters Score -2344706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2344711.000000 Penalty: 4842.171387
	Iteration 87Q: 3 clusters Score -2344711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2344719.250000 Penalty: 4842.171387
	Iteration 88Q: 3 clusters Score -2344719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2344725.750000 Penalty: 4842.171387
	Iteration 89Q: 3 clusters Score -2344726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2344734.500000 Penalty: 4842.171387
	Iteration 90Q: 3 clusters Score -2344734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2344748.750000 Penalty: 4842.171387
	Iteration 91Q: 3 clusters Score -2344749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2344761.750000 Penalty: 4842.171387
	Iteration 92Q: 3 clusters Score -2344762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2344786.000000 Penalty: 4842.171387
	Iteration 93Q: 3 clusters Score -2344786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2344800.000000 Penalty: 4842.171387
	Iteration 94Q: 3 clusters Score -2344800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2344803.250000 Penalty: 4842.171387
	Iteration 95Q: 3 clusters Score -2344803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2344814.750000 Penalty: 4842.171387
	Iteration 96Q: 3 clusters Score -2344815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2344821.250000 Penalty: 4842.171387
	Iteration 97Q: 3 clusters Score -2344821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2344829.250000 Penalty: 4842.171387
	Iteration 98Q: 3 clusters Score -2344829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2344841.250000 Penalty: 4842.171387
	Iteration 99Q: 3 clusters Score -2344841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2344849.500000 Penalty: 4842.171387
	Iteration 100F: 3 clusters Score -2344850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2344872.750000 Penalty: 4842.171387
	Iteration 101Q: 3 clusters Score -2344873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2344902.000000 Penalty: 4842.171387
	Iteration 102Q: 3 clusters Score -2344902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2344931.250000 Penalty: 4842.171387
	Iteration 103Q: 3 clusters Score -2344931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2344969.750000 Penalty: 4842.171387
	Iteration 104Q: 3 clusters Score -2344970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2345005.000000 Penalty: 4842.171387
	Iteration 105Q: 3 clusters Score -2345005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2345074.750000 Penalty: 4842.171387
	Iteration 106Q: 3 clusters Score -2345075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2345169.000000 Penalty: 4842.171387
	Iteration 107Q: 3 clusters Score -2345169 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2345289.500000 Penalty: 4842.171387
	Iteration 108Q: 3 clusters Score -2345290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2345409.250000 Penalty: 4842.171387
	Iteration 109Q: 3 clusters Score -2345409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2345488.250000 Penalty: 4842.171387
	Iteration 110Q: 3 clusters Score -2345488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2345531.250000 Penalty: 4842.171387
	Iteration 111Q: 3 clusters Score -2345531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2345557.250000 Penalty: 4842.171387
	Iteration 112Q: 3 clusters Score -2345557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2345577.250000 Penalty: 4842.171387
	Iteration 113Q: 3 clusters Score -2345577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2345589.000000 Penalty: 4842.171387
	Iteration 114Q: 3 clusters Score -2345589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2345601.250000 Penalty: 4842.171387
	Iteration 115Q: 3 clusters Score -2345601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2345611.000000 Penalty: 4842.171387
	Iteration 116Q: 3 clusters Score -2345611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2345616.000000 Penalty: 4842.171387
	Iteration 117Q: 3 clusters Score -2345616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2345610.750000 Penalty: 4842.171387
	Iteration 118Q: 3 clusters Score -2345611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2345612.500000 Penalty: 4842.171387
	Iteration 119Q: 3 clusters Score -2345612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2345617.000000 Penalty: 4842.171387
	Iteration 120F: 3 clusters Score -2345617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2345616.500000 Penalty: 4842.171387
	Iteration 121Q: 3 clusters Score -2345616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2345619.500000 Penalty: 4842.171387
	Iteration 122Q: 3 clusters Score -2345620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2345617.750000 Penalty: 4842.171387
	Iteration 123Q: 3 clusters Score -2345618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2345618.500000 Penalty: 4842.171387
	Iteration 124Q: 3 clusters Score -2345618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2345617.500000 Penalty: 4842.171387
	Iteration 125Q: 3 clusters Score -2345618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2345617.750000 Penalty: 4842.171387
	Iteration 126Q: 3 clusters Score -2345618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2345617.500000 Penalty: 4842.171387
	Iteration 127Q: 3 clusters Score -2345618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2345617.500000 Penalty: 4842.171387
	Iteration 128F: 3 clusters Score -2345618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 20991 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 127875 members 
Mstep: Class 6 contains 228928 members 
Mstep: Class 7 contains 67418 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 176254 members 
Mstep: Class 10 contains 21459 members 
Mstep: Class 11 contains 95991 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 155175 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 9660 members 
Mstep: Class 20 contains 99600 members 
Mstep: Class 21 contains 16791 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133739 members 
Mstep: Class 26 contains 71806 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 10897 members 
Mstep: Class 31 contains 17369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181088560.000000 Penalty: 108826.757812
Iteration 159Q: 32 clusters Score -1.810886e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 127875 members 
Mstep: Class 6 contains 228795 members 
Mstep: Class 7 contains 67394 members 
Mstep: Class 8 contains 7077 members 
Mstep: Class 9 contains 176009 members 
Mstep: Class 10 contains 21462 members 
Mstep: Class 11 contains 98420 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 153218 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7304 members 
Mstep: Class 19 contains 9661 members 
Mstep: Class 20 contains 99607 members 
Mstep: Class 21 contains 16798 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133804 members 
Mstep: Class 26 contains 71806 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 22779 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 10885 members 
Mstep: Class 31 contains 17392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181089120.000000 Penalty: 108826.757812
Iteration 160F: 32 clusters Score -1.810891e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 20906 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 127875 members 
Mstep: Class 6 contains 228676 members 
Mstep: Class 7 contains 67366 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 175761 members 
Mstep: Class 10 contains 21462 members 
Mstep: Class 11 contains 100845 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29380 members 
Mstep: Class 14 contains 151251 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7305 members 
Mstep: Class 19 contains 9661 members 
Mstep: Class 20 contains 99625 members 
Mstep: Class 21 contains 16800 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 3729 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133853 members 
Mstep: Class 26 contains 71801 members 
Mstep: Class 27 contains 17303 members 
Mstep: Class 28 contains 22771 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 10881 members 
Mstep: Class 31 contains 17413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181089872.000000 Penalty: 108826.757812
Iteration 161Q: 32 clusters Score -1.810899e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9829 members 
Mstep: Class 3 contains 20857 members 
Mstep: Class 4 contains 4950 members 
Mstep: Class 5 contains 127869 members 
Mstep: Class 6 contains 228580 members 
Mstep: Class 7 contains 67349 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 175481 members 
Mstep: Class 10 contains 21463 members 
Mstep: Class 11 contains 103261 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29355 members 
Mstep: Class 14 contains 149300 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 9662 members 
Mstep: Class 20 contains 99642 members 
Mstep: Class 21 contains 16793 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3730 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133894 members 
Mstep: Class 26 contains 71801 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 22761 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 10866 members 
Mstep: Class 31 contains 17434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181089728.000000 Penalty: 108826.757812
Iteration 162Q: 32 clusters Score -1.810897e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 20824 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 127866 members 
Mstep: Class 6 contains 228484 members 
Mstep: Class 7 contains 67331 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 175210 members 
Mstep: Class 10 contains 21465 members 
Mstep: Class 11 contains 105706 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 147335 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 7308 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 99644 members 
Mstep: Class 21 contains 16791 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 3732 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133923 members 
Mstep: Class 26 contains 71796 members 
Mstep: Class 27 contains 17305 members 
Mstep: Class 28 contains 22753 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 10857 members 
Mstep: Class 31 contains 17450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090272.000000 Penalty: 108826.757812
Iteration 163Q: 32 clusters Score -1.810903e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9829 members 
Mstep: Class 3 contains 20802 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 127862 members 
Mstep: Class 6 contains 228399 members 
Mstep: Class 7 contains 67302 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 174987 members 
Mstep: Class 10 contains 21471 members 
Mstep: Class 11 contains 108187 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 145304 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7311 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 20 contains 99637 members 
Mstep: Class 21 contains 16790 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 3731 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133938 members 
Mstep: Class 26 contains 71788 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 22729 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 17464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090464.000000 Penalty: 108826.757812
Iteration 164Q: 32 clusters Score -1.810905e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 20784 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 127859 members 
Mstep: Class 6 contains 228268 members 
Mstep: Class 7 contains 67279 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 174717 members 
Mstep: Class 10 contains 21475 members 
Mstep: Class 11 contains 110773 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 143259 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 9667 members 
Mstep: Class 20 contains 99631 members 
Mstep: Class 21 contains 16782 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 3734 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133930 members 
Mstep: Class 26 contains 71789 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 22723 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 17467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091472.000000 Penalty: 108826.757812
Iteration 165Q: 32 clusters Score -1.810915e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 20737 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 127857 members 
Mstep: Class 6 contains 228134 members 
Mstep: Class 7 contains 67260 members 
Mstep: Class 8 contains 6786 members 
Mstep: Class 9 contains 174485 members 
Mstep: Class 10 contains 21475 members 
Mstep: Class 11 contains 113436 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 29259 members 
Mstep: Class 14 contains 141163 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 99614 members 
Mstep: Class 21 contains 16777 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133911 members 
Mstep: Class 26 contains 71783 members 
Mstep: Class 27 contains 17304 members 
Mstep: Class 28 contains 22706 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 10822 members 
Mstep: Class 31 contains 17496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092496.000000 Penalty: 108826.757812
Iteration 166Q: 32 clusters Score -1.810925e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 127856 members 
Mstep: Class 6 contains 228008 members 
Mstep: Class 7 contains 67239 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 174251 members 
Mstep: Class 10 contains 21477 members 
Mstep: Class 11 contains 116068 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 139049 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7319 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 99623 members 
Mstep: Class 21 contains 16771 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 3735 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133895 members 
Mstep: Class 26 contains 71776 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 22694 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 10805 members 
Mstep: Class 31 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181093616.000000 Penalty: 108826.757812
Iteration 167Q: 32 clusters Score -1.810936e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 127855 members 
Mstep: Class 6 contains 227951 members 
Mstep: Class 7 contains 67225 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 173989 members 
Mstep: Class 10 contains 21477 members 
Mstep: Class 11 contains 118875 members 
Mstep: Class 12 contains 10933 members 
Mstep: Class 13 contains 29200 members 
Mstep: Class 14 contains 136741 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 99623 members 
Mstep: Class 21 contains 16765 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133861 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 22684 members 
Mstep: Class 29 contains 5251 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 17541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094496.000000 Penalty: 108826.757812
Iteration 168Q: 32 clusters Score -1.810945e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 127857 members 
Mstep: Class 6 contains 227857 members 
Mstep: Class 7 contains 67206 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 173721 members 
Mstep: Class 10 contains 21478 members 
Mstep: Class 11 contains 121927 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 134249 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9677 members 
Mstep: Class 20 contains 99621 members 
Mstep: Class 21 contains 16759 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3737 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133810 members 
Mstep: Class 26 contains 71762 members 
Mstep: Class 27 contains 17304 members 
Mstep: Class 28 contains 22681 members 
Mstep: Class 29 contains 5250 members 
Mstep: Class 30 contains 10772 members 
Mstep: Class 31 contains 17543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095488.000000 Penalty: 108826.757812
Iteration 169Q: 32 clusters Score -1.810955e+08 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 20625 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 127858 members 
Mstep: Class 6 contains 227746 members 
Mstep: Class 7 contains 67185 members 
Mstep: Class 8 contains 6596 members 
Mstep: Class 9 contains 173525 members 
Mstep: Class 10 contains 21480 members 
Mstep: Class 11 contains 125186 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 29163 members 
Mstep: Class 14 contains 131538 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 99616 members 
Mstep: Class 21 contains 16761 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3738 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133701 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17303 members 
Mstep: Class 28 contains 22666 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 10768 members 
Mstep: Class 31 contains 17553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097072.000000 Penalty: 108826.757812
Iteration 170Q: 32 clusters Score -1.810971e+08 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 20610 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 127857 members 
Mstep: Class 6 contains 227614 members 
Mstep: Class 7 contains 67159 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 173401 members 
Mstep: Class 10 contains 21482 members 
Mstep: Class 11 contains 128752 members 
Mstep: Class 12 contains 10933 members 
Mstep: Class 13 contains 29135 members 
Mstep: Class 14 contains 128526 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14049 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 99599 members 
Mstep: Class 21 contains 16759 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3739 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133609 members 
Mstep: Class 26 contains 71742 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 22648 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 17559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098688.000000 Penalty: 108826.757812
Iteration 171Q: 32 clusters Score -1.810987e+08 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9768 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 127857 members 
Mstep: Class 6 contains 227611 members 
Mstep: Class 7 contains 67133 members 
Mstep: Class 8 contains 6468 members 
Mstep: Class 9 contains 173355 members 
Mstep: Class 10 contains 21483 members 
Mstep: Class 11 contains 132286 members 
Mstep: Class 12 contains 10932 members 
Mstep: Class 13 contains 29106 members 
Mstep: Class 14 contains 125324 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9682 members 
Mstep: Class 20 contains 99582 members 
Mstep: Class 21 contains 16753 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133506 members 
Mstep: Class 26 contains 71740 members 
Mstep: Class 27 contains 17292 members 
Mstep: Class 28 contains 22628 members 
Mstep: Class 29 contains 5249 members 
Mstep: Class 30 contains 10734 members 
Mstep: Class 31 contains 17573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099664.000000 Penalty: 108826.757812
Iteration 172Q: 32 clusters Score -1.810997e+08 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9768 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 127853 members 
Mstep: Class 6 contains 227714 members 
Mstep: Class 7 contains 67100 members 
Mstep: Class 8 contains 6406 members 
Mstep: Class 9 contains 173332 members 
Mstep: Class 10 contains 21487 members 
Mstep: Class 11 contains 135799 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29080 members 
Mstep: Class 14 contains 122025 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9683 members 
Mstep: Class 20 contains 99575 members 
Mstep: Class 21 contains 16746 members 
Mstep: Class 22 contains 3547 members 
Mstep: Class 23 contains 3747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133393 members 
Mstep: Class 26 contains 71727 members 
Mstep: Class 27 contains 17283 members 
Mstep: Class 28 contains 22602 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 10712 members 
Mstep: Class 31 contains 17599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101264.000000 Penalty: 108826.757812
Iteration 173Q: 32 clusters Score -1.811013e+08 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 127851 members 
Mstep: Class 6 contains 227863 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 173411 members 
Mstep: Class 10 contains 21489 members 
Mstep: Class 11 contains 139250 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29069 members 
Mstep: Class 14 contains 118655 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7321 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 99546 members 
Mstep: Class 21 contains 16750 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3750 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133292 members 
Mstep: Class 26 contains 71698 members 
Mstep: Class 27 contains 17275 members 
Mstep: Class 28 contains 22577 members 
Mstep: Class 29 contains 5243 members 
Mstep: Class 30 contains 10679 members 
Mstep: Class 31 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102624.000000 Penalty: 108826.757812
Iteration 174Q: 32 clusters Score -1.811026e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9747 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 127846 members 
Mstep: Class 6 contains 228070 members 
Mstep: Class 7 contains 67043 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 173589 members 
Mstep: Class 10 contains 21487 members 
Mstep: Class 11 contains 142500 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 13 contains 29062 members 
Mstep: Class 14 contains 115423 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7321 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 99508 members 
Mstep: Class 21 contains 16746 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133133 members 
Mstep: Class 26 contains 71695 members 
Mstep: Class 27 contains 17258 members 
Mstep: Class 28 contains 22550 members 
Mstep: Class 29 contains 5235 members 
Mstep: Class 30 contains 10648 members 
Mstep: Class 31 contains 17622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102496.000000 Penalty: 108826.757812
Iteration 175Q: 32 clusters Score -1.811025e+08 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9739 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 127836 members 
Mstep: Class 6 contains 228301 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 6230 members 
Mstep: Class 9 contains 173837 members 
Mstep: Class 10 contains 21492 members 
Mstep: Class 11 contains 145481 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 13 contains 29062 members 
Mstep: Class 14 contains 112314 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 99470 members 
Mstep: Class 21 contains 16741 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 3752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133001 members 
Mstep: Class 26 contains 71695 members 
Mstep: Class 27 contains 17252 members 
Mstep: Class 28 contains 22509 members 
Mstep: Class 29 contains 5230 members 
Mstep: Class 30 contains 10616 members 
Mstep: Class 31 contains 17621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102496.000000 Penalty: 108826.757812
Iteration 176Q: 32 clusters Score -1.811025e+08 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 127830 members 
Mstep: Class 6 contains 228638 members 
Mstep: Class 7 contains 67005 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 174171 members 
Mstep: Class 10 contains 21493 members 
Mstep: Class 11 contains 147984 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 29071 members 
Mstep: Class 14 contains 109484 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 99422 members 
Mstep: Class 21 contains 16731 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3754 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132829 members 
Mstep: Class 26 contains 71719 members 
Mstep: Class 27 contains 17257 members 
Mstep: Class 28 contains 22474 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 10588 members 
Mstep: Class 31 contains 17617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101712.000000 Penalty: 108826.757812
Iteration 177Q: 32 clusters Score -1.811017e+08 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9731 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 127820 members 
Mstep: Class 6 contains 228922 members 
Mstep: Class 7 contains 66996 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 174517 members 
Mstep: Class 10 contains 21508 members 
Mstep: Class 11 contains 150176 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 13 contains 29083 members 
Mstep: Class 14 contains 107017 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 20 contains 99392 members 
Mstep: Class 21 contains 16725 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3757 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 71733 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 22432 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 10570 members 
Mstep: Class 31 contains 17607 members 
Entering Unmasked Estep 
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Score: -181101984.000000 Penalty: 108826.757812
Iteration 178Q: 32 clusters Score -1.81102e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9722 members 
Mstep: Class 3 contains 20559 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 127808 members 
Mstep: Class 6 contains 229189 members 
Mstep: Class 7 contains 66989 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 174914 members 
Mstep: Class 10 contains 21514 members 
Mstep: Class 11 contains 151920 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 29096 members 
Mstep: Class 14 contains 104985 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 99371 members 
Mstep: Class 21 contains 16723 members 
Mstep: Class 22 contains 3545 members 
Mstep: Class 23 contains 3763 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132422 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 22391 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 10538 members 
Mstep: Class 31 contains 17599 members 
Entering Unmasked Estep 
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Score: -181100944.000000 Penalty: 108826.757812
Iteration 179Q: 32 clusters Score -1.811009e+08 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9708 members 
Mstep: Class 3 contains 20533 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 127802 members 
Mstep: Class 6 contains 229403 members 
Mstep: Class 7 contains 66980 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 175351 members 
Mstep: Class 10 contains 21518 members 
Mstep: Class 11 contains 153333 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 29107 members 
Mstep: Class 14 contains 103338 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 20 contains 99354 members 
Mstep: Class 21 contains 16716 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 3766 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132154 members 
Mstep: Class 26 contains 71792 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 22367 members 
Mstep: Class 29 contains 5208 members 
Mstep: Class 30 contains 10501 members 
Mstep: Class 31 contains 17607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100944.000000 Penalty: 108826.757812
Iteration 180F: 32 clusters Score -1.811009e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 20520 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 127799 members 
Mstep: Class 6 contains 229559 members 
Mstep: Class 7 contains 66979 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 175674 members 
Mstep: Class 10 contains 21520 members 
Mstep: Class 11 contains 155439 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 101186 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9698 members 
Mstep: Class 20 contains 99330 members 
Mstep: Class 21 contains 16720 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 3767 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131825 members 
Mstep: Class 26 contains 71805 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 22342 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 10462 members 
Mstep: Class 31 contains 17613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 32 clusters Score -1.811006e+08 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 20494 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 127797 members 
Mstep: Class 6 contains 229664 members 
Mstep: Class 7 contains 66973 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 175928 members 
Mstep: Class 10 contains 21524 members 
Mstep: Class 11 contains 157287 members 
Mstep: Class 12 contains 10928 members 
Mstep: Class 13 contains 29158 members 
Mstep: Class 14 contains 99368 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14047 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 99319 members 
Mstep: Class 21 contains 16720 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131506 members 
Mstep: Class 26 contains 71820 members 
Mstep: Class 27 contains 17280 members 
Mstep: Class 28 contains 22323 members 
Mstep: Class 29 contains 5214 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 17618 members 
Entering Unmasked Estep 
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Iteration 182Q: 32 clusters Score -1.811003e+08 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 20464 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 127790 members 
Mstep: Class 6 contains 229689 members 
Mstep: Class 7 contains 66980 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 176056 members 
Mstep: Class 10 contains 21535 members 
Mstep: Class 11 contains 159065 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 29174 members 
Mstep: Class 14 contains 97813 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14047 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 99289 members 
Mstep: Class 21 contains 16721 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131223 members 
Mstep: Class 26 contains 71838 members 
Mstep: Class 27 contains 17283 members 
Mstep: Class 28 contains 22315 members 
Mstep: Class 29 contains 5215 members 
Mstep: Class 30 contains 10437 members 
Mstep: Class 31 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 32 clusters Score -1.810996e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 127782 members 
Mstep: Class 6 contains 229636 members 
Mstep: Class 7 contains 66987 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 176068 members 
Mstep: Class 10 contains 21543 members 
Mstep: Class 11 contains 160692 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 29182 members 
Mstep: Class 14 contains 96596 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 99276 members 
Mstep: Class 21 contains 16722 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 3773 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130959 members 
Mstep: Class 26 contains 71853 members 
Mstep: Class 27 contains 17288 members 
Mstep: Class 28 contains 22296 members 
Mstep: Class 29 contains 5209 members 
Mstep: Class 30 contains 10430 members 
Mstep: Class 31 contains 17612 members 
Entering Unmasked Estep 
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Score: -181098800.000000 Penalty: 108826.757812
Iteration 184Q: 32 clusters Score -1.810988e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 127771 members 
Mstep: Class 6 contains 229498 members 
Mstep: Class 7 contains 66984 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 175979 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 162172 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 95705 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 99277 members 
Mstep: Class 21 contains 16717 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 3773 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130699 members 
Mstep: Class 26 contains 71875 members 
Mstep: Class 27 contains 17298 members 
Mstep: Class 28 contains 22264 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 10421 members 
Mstep: Class 31 contains 17618 members 
Entering Unmasked Estep 
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Iteration 185Q: 32 clusters Score -1.810987e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 20365 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 127766 members 
Mstep: Class 6 contains 229294 members 
Mstep: Class 7 contains 66974 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 175816 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 163432 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29188 members 
Mstep: Class 14 contains 95136 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9707 members 
Mstep: Class 20 contains 99290 members 
Mstep: Class 21 contains 16721 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 3774 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130482 members 
Mstep: Class 26 contains 71892 members 
Mstep: Class 27 contains 17303 members 
Mstep: Class 28 contains 22237 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 10404 members 
Mstep: Class 31 contains 17608 members 
Entering Unmasked Estep 
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Iteration 186Q: 32 clusters Score -1.810982e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9634 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 127758 members 
Mstep: Class 6 contains 229036 members 
Mstep: Class 7 contains 66975 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 175578 members 
Mstep: Class 10 contains 21556 members 
Mstep: Class 11 contains 164496 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 29192 members 
Mstep: Class 14 contains 94886 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 16724 members 
Mstep: Class 22 contains 3553 members 
Mstep: Class 23 contains 3777 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130287 members 
Mstep: Class 26 contains 71895 members 
Mstep: Class 27 contains 17305 members 
Mstep: Class 28 contains 22213 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 10379 members 
Mstep: Class 31 contains 17600 members 
Entering Unmasked Estep 
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Iteration 187Q: 32 clusters Score -1.810975e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 20272 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 127751 members 
Mstep: Class 6 contains 228713 members 
Mstep: Class 7 contains 66979 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 175321 members 
Mstep: Class 10 contains 21560 members 
Mstep: Class 11 contains 165268 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 95015 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 99314 members 
Mstep: Class 21 contains 16731 members 
Mstep: Class 22 contains 3556 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 130110 members 
Mstep: Class 26 contains 71893 members 
Mstep: Class 27 contains 17304 members 
Mstep: Class 28 contains 22186 members 
Mstep: Class 29 contains 5198 members 
Mstep: Class 30 contains 10360 members 
Mstep: Class 31 contains 17588 members 
Entering Unmasked Estep 
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Iteration 188Q: 32 clusters Score -1.810976e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9605 members 
Mstep: Class 3 contains 20238 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 127746 members 
Mstep: Class 6 contains 228331 members 
Mstep: Class 7 contains 66993 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 175003 members 
Mstep: Class 10 contains 21563 members 
Mstep: Class 11 contains 165921 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 95348 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 99320 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 3563 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129953 members 
Mstep: Class 26 contains 71887 members 
Mstep: Class 27 contains 17302 members 
Mstep: Class 28 contains 22165 members 
Mstep: Class 29 contains 5195 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 17567 members 
Entering Unmasked Estep 
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Iteration 189Q: 32 clusters Score -1.81098e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 20199 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 127741 members 
Mstep: Class 6 contains 227950 members 
Mstep: Class 7 contains 66996 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 174607 members 
Mstep: Class 10 contains 21567 members 
Mstep: Class 11 contains 166362 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 29186 members 
Mstep: Class 14 contains 95942 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 99334 members 
Mstep: Class 21 contains 16729 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129848 members 
Mstep: Class 26 contains 71867 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 22143 members 
Mstep: Class 29 contains 5191 members 
Mstep: Class 30 contains 10339 members 
Mstep: Class 31 contains 17548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098240.000000 Penalty: 108826.757812
Iteration 190Q: 32 clusters Score -1.810982e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9576 members 
Mstep: Class 3 contains 20169 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 127736 members 
Mstep: Class 6 contains 227559 members 
Mstep: Class 7 contains 66996 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 174150 members 
Mstep: Class 10 contains 21568 members 
Mstep: Class 11 contains 166580 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 96802 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9709 members 
Mstep: Class 20 contains 99350 members 
Mstep: Class 21 contains 16718 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129785 members 
Mstep: Class 26 contains 71835 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 22118 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 10339 members 
Mstep: Class 31 contains 17540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098160.000000 Penalty: 108826.757812
Iteration 191Q: 32 clusters Score -1.810982e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 20134 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 127725 members 
Mstep: Class 6 contains 227181 members 
Mstep: Class 7 contains 67000 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 173654 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 166582 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29154 members 
Mstep: Class 14 contains 97918 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 99364 members 
Mstep: Class 21 contains 16716 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129704 members 
Mstep: Class 26 contains 71815 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 22086 members 
Mstep: Class 29 contains 5183 members 
Mstep: Class 30 contains 10330 members 
Mstep: Class 31 contains 17529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098128.000000 Penalty: 108826.757812
Iteration 192Q: 32 clusters Score -1.810981e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 127719 members 
Mstep: Class 6 contains 226737 members 
Mstep: Class 7 contains 66983 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 173185 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 166441 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 29126 members 
Mstep: Class 14 contains 99246 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 99361 members 
Mstep: Class 21 contains 16708 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129618 members 
Mstep: Class 26 contains 71815 members 
Mstep: Class 27 contains 17312 members 
Mstep: Class 28 contains 22063 members 
Mstep: Class 29 contains 5180 members 
Mstep: Class 30 contains 10315 members 
Mstep: Class 31 contains 17531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097632.000000 Penalty: 108826.757812
Iteration 193Q: 32 clusters Score -1.810976e+08 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9536 members 
Mstep: Class 3 contains 20076 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 127718 members 
Mstep: Class 6 contains 226355 members 
Mstep: Class 7 contains 66971 members 
Mstep: Class 8 contains 5350 members 
Mstep: Class 9 contains 172663 members 
Mstep: Class 10 contains 21586 members 
Mstep: Class 11 contains 166056 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 29095 members 
Mstep: Class 14 contains 100812 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 9712 members 
Mstep: Class 20 contains 99378 members 
Mstep: Class 21 contains 16702 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129533 members 
Mstep: Class 26 contains 71801 members 
Mstep: Class 27 contains 17290 members 
Mstep: Class 28 contains 22047 members 
Mstep: Class 29 contains 5180 members 
Mstep: Class 30 contains 10307 members 
Mstep: Class 31 contains 17533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097632.000000 Penalty: 108826.757812
Iteration 194Q: 32 clusters Score -1.810976e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9534 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 127717 members 
Mstep: Class 6 contains 226032 members 
Mstep: Class 7 contains 66962 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 172078 members 
Mstep: Class 10 contains 21588 members 
Mstep: Class 11 contains 165368 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 102602 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 99398 members 
Mstep: Class 21 contains 16691 members 
Mstep: Class 22 contains 3584 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129476 members 
Mstep: Class 26 contains 71789 members 
Mstep: Class 27 contains 17289 members 
Mstep: Class 28 contains 22034 members 
Mstep: Class 29 contains 5177 members 
Mstep: Class 30 contains 10311 members 
Mstep: Class 31 contains 17526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098448.000000 Penalty: 108826.757812
Iteration 195Q: 32 clusters Score -1.810984e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 127715 members 
Mstep: Class 6 contains 225696 members 
Mstep: Class 7 contains 66950 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 171527 members 
Mstep: Class 10 contains 21589 members 
Mstep: Class 11 contains 164485 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 29031 members 
Mstep: Class 14 contains 104551 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 9712 members 
Mstep: Class 20 contains 99418 members 
Mstep: Class 21 contains 16680 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 3777 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129450 members 
Mstep: Class 26 contains 71787 members 
Mstep: Class 27 contains 17280 members 
Mstep: Class 28 contains 22027 members 
Mstep: Class 29 contains 5168 members 
Mstep: Class 30 contains 10312 members 
Mstep: Class 31 contains 17522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098144.000000 Penalty: 108826.757812
Iteration 196Q: 32 clusters Score -1.810981e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 20028 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 127712 members 
Mstep: Class 6 contains 225420 members 
Mstep: Class 7 contains 66940 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 170937 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 163307 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 28997 members 
Mstep: Class 14 contains 106810 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 9713 members 
Mstep: Class 20 contains 99448 members 
Mstep: Class 21 contains 16678 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3777 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129419 members 
Mstep: Class 26 contains 71773 members 
Mstep: Class 27 contains 17269 members 
Mstep: Class 28 contains 22011 members 
Mstep: Class 29 contains 5160 members 
Mstep: Class 30 contains 10304 members 
Mstep: Class 31 contains 17516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098320.000000 Penalty: 108826.757812
Iteration 197Q: 32 clusters Score -1.810983e+08 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 20004 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 225095 members 
Mstep: Class 7 contains 66927 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 170371 members 
Mstep: Class 10 contains 21594 members 
Mstep: Class 11 contains 161935 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28957 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 99460 members 
Mstep: Class 21 contains 16673 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129380 members 
Mstep: Class 26 contains 71762 members 
Mstep: Class 27 contains 17269 members 
Mstep: Class 28 contains 22000 members 
Mstep: Class 29 contains 5154 members 
Mstep: Class 30 contains 10300 members 
Mstep: Class 31 contains 17510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098400.000000 Penalty: 108826.757812
Iteration 198Q: 32 clusters Score -1.810984e+08 nChanged 5132
Entering ConstructFrom: 
Score: -181098400.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -894224.375000 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -894224.4 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 3846 members 
Entering Unmasked Estep 
Score: -888194.187500 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -888194.2 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -890017.812500 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -890017.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -890376.062500 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -890376.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -890714.000000 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -890714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -890967.625000 Penalty: 4424.976562
	Iteration 4F: 3 clusters Score -890967.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -891200.000000 Penalty: 4424.976562
	Iteration 5Q: 3 clusters Score -891200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -891451.250000 Penalty: 4424.976562
	Iteration 6Q: 3 clusters Score -891451.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -891734.312500 Penalty: 4424.976562
	Iteration 7Q: 3 clusters Score -891734.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -892021.437500 Penalty: 4424.976562
	Iteration 8Q: 3 clusters Score -892021.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -892251.312500 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -892251.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -892392.750000 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -892392.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -892501.312500 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -892501.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -892586.687500 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -892586.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -892643.000000 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -892643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -892692.062500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -892692.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -892727.875000 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -892727.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -892762.875000 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -892762.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -892785.687500 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -892785.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -892806.500000 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -892806.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -892815.000000 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -892815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -892822.687500 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -892822.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -892829.937500 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -892829.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -892837.812500 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -892837.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -892845.187500 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -892845.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -892847.562500 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -892847.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -892851.750000 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -892851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -892856.500000 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -892856.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -892857.562500 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -892857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -892860.687500 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -892860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -892862.687500 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -892862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -892865.250000 Penalty: 4424.976562
	Iteration 30Q: 3 clusters Score -892865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -892867.062500 Penalty: 4424.976562
	Iteration 31Q: 3 clusters Score -892867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -892871.187500 Penalty: 4424.976562
	Iteration 32Q: 3 clusters Score -892871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -892874.000000 Penalty: 4424.976562
	Iteration 33Q: 3 clusters Score -892874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -892877.437500 Penalty: 4424.976562
	Iteration 34Q: 3 clusters Score -892877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -892878.375000 Penalty: 4424.976562
	Iteration 35Q: 3 clusters Score -892878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -892878.375000 Penalty: 4424.976562
	Iteration 36F: 3 clusters Score -892878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1167049.500000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1167050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1159718.500000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1159718 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1162194.000000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1162194 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1163076.375000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1163076 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1163891.875000 Penalty: 4542.835449
	Iteration 3F: 3 clusters Score -1163892 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1164581.750000 Penalty: 4542.835449
	Iteration 4F: 3 clusters Score -1164582 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1165028.375000 Penalty: 4542.835449
	Iteration 5F: 3 clusters Score -1165028 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1165288.250000 Penalty: 4542.835449
	Iteration 6Q: 3 clusters Score -1165288 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1165457.250000 Penalty: 4542.835449
	Iteration 7Q: 3 clusters Score -1165457 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1165578.375000 Penalty: 4542.835449
	Iteration 8Q: 3 clusters Score -1165578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1165683.500000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1165684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1165765.750000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1165766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1165841.375000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1165841 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1165915.875000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1165916 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1166002.375000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1166002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1166073.875000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1166074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1166137.625000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1166138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1166196.500000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1166196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1166254.000000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1166254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1166304.750000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1166305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1166364.750000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1166365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1166434.250000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1166434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1166514.500000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1166514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1166603.500000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1166604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1166701.875000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1166702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1166784.375000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1166784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1166837.125000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1166837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1166869.125000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1166869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1166886.750000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1166887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1166899.375000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1166899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1166908.125000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1166908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1166920.250000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1166920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1166922.875000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1166923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1166930.250000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1166930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1166932.625000 Penalty: 4542.835449
	Iteration 33Q: 3 clusters Score -1166933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1166933.625000 Penalty: 4542.835449
	Iteration 34Q: 3 clusters Score -1166934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1166934.750000 Penalty: 4542.835449
	Iteration 35Q: 3 clusters Score -1166935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1166935.500000 Penalty: 4542.835449
	Iteration 36Q: 3 clusters Score -1166936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1166935.250000 Penalty: 4542.835449
	Iteration 37Q: 3 clusters Score -1166935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1166935.375000 Penalty: 4542.835449
	Iteration 38Q: 3 clusters Score -1166935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1166937.125000 Penalty: 4542.835449
	Iteration 39Q: 3 clusters Score -1166937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1166939.375000 Penalty: 4542.835449
	Iteration 40F: 3 clusters Score -1166939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1166939.250000 Penalty: 4542.835449
	Iteration 41Q: 3 clusters Score -1166939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1166939.000000 Penalty: 4542.835449
	Iteration 42Q: 3 clusters Score -1166939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1166939.250000 Penalty: 4542.835449
	Iteration 43Q: 3 clusters Score -1166939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1166938.125000 Penalty: 4542.835449
	Iteration 44Q: 3 clusters Score -1166938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1166940.625000 Penalty: 4542.835449
	Iteration 45Q: 3 clusters Score -1166941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1166941.750000 Penalty: 4542.835449
	Iteration 46Q: 3 clusters Score -1166942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1166941.375000 Penalty: 4542.835449
	Iteration 47Q: 3 clusters Score -1166941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1166939.875000 Penalty: 4542.835449
	Iteration 48Q: 3 clusters Score -1166940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1166939.125000 Penalty: 4542.835449
	Iteration 49Q: 3 clusters Score -1166939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1166939.125000 Penalty: 4542.835449
	Iteration 50F: 3 clusters Score -1166939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Entering Unmasked Estep 
Score: -2702521.500000 Penalty: 2455.978027
	Iteration 0F: 2 clusters Score -2702522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2688414.000000 Penalty: 4911.956055
	Iteration 0F: 3 clusters Score -2688414 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2692995.250000 Penalty: 4911.956055
	Iteration 1F: 3 clusters Score -2692995 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2693346.000000 Penalty: 4911.956055
	Iteration 2F: 3 clusters Score -2693346 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2693622.250000 Penalty: 4911.956055
	Iteration 3Q: 3 clusters Score -2693622 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2693869.250000 Penalty: 4911.956055
	Iteration 4Q: 3 clusters Score -2693869 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2694075.500000 Penalty: 4911.956055
	Iteration 5Q: 3 clusters Score -2694076 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2694332.500000 Penalty: 4911.956055
	Iteration 6Q: 3 clusters Score -2694332 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2694662.250000 Penalty: 4911.956055
	Iteration 7Q: 3 clusters Score -2694662 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2695100.000000 Penalty: 4911.956055
	Iteration 8Q: 3 clusters Score -2695100 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2695719.500000 Penalty: 4911.956055
	Iteration 9F: 3 clusters Score -2695720 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2696493.500000 Penalty: 4911.956055
	Iteration 10F: 3 clusters Score -2696494 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2697471.000000 Penalty: 4911.956055
	Iteration 11F: 3 clusters Score -2697471 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2698439.250000 Penalty: 4911.956055
	Iteration 12F: 3 clusters Score -2698439 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2699194.250000 Penalty: 4911.956055
	Iteration 13Q: 3 clusters Score -2699194 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2699670.000000 Penalty: 4911.956055
	Iteration 14Q: 3 clusters Score -2699670 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2699972.500000 Penalty: 4911.956055
	Iteration 15Q: 3 clusters Score -2699972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2700122.500000 Penalty: 4911.956055
	Iteration 16Q: 3 clusters Score -2700122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2700216.000000 Penalty: 4911.956055
	Iteration 17Q: 3 clusters Score -2700216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2700277.250000 Penalty: 4911.956055
	Iteration 18Q: 3 clusters Score -2700277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2700315.000000 Penalty: 4911.956055
	Iteration 19Q: 3 clusters Score -2700315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2700349.250000 Penalty: 4911.956055
	Iteration 20F: 3 clusters Score -2700349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2700368.500000 Penalty: 4911.956055
	Iteration 21Q: 3 clusters Score -2700368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2700377.750000 Penalty: 4911.956055
	Iteration 22Q: 3 clusters Score -2700378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2700382.750000 Penalty: 4911.956055
	Iteration 23Q: 3 clusters Score -2700383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2700384.750000 Penalty: 4911.956055
	Iteration 24Q: 3 clusters Score -2700385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2700393.750000 Penalty: 4911.956055
	Iteration 25Q: 3 clusters Score -2700394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2700400.250000 Penalty: 4911.956055
	Iteration 26Q: 3 clusters Score -2700400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2700405.750000 Penalty: 4911.956055
	Iteration 27Q: 3 clusters Score -2700406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2700410.000000 Penalty: 4911.956055
	Iteration 28Q: 3 clusters Score -2700410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2700415.250000 Penalty: 4911.956055
	Iteration 29Q: 3 clusters Score -2700415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2700415.000000 Penalty: 4911.956055
	Iteration 30Q: 3 clusters Score -2700415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2700416.500000 Penalty: 4911.956055
	Iteration 31Q: 3 clusters Score -2700416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2700415.000000 Penalty: 4911.956055
	Iteration 32Q: 3 clusters Score -2700415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2700415.000000 Penalty: 4911.956055
	Iteration 33F: 3 clusters Score -2700415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -610791.000000 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -610791 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 2437 members 
Entering Unmasked Estep 
Score: -606340.875000 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -606340.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -607396.125000 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -607396.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -607656.875000 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -607656.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -607794.125000 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -607794.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -607898.812500 Penalty: 4214.102051
	Iteration 4Q: 3 clusters Score -607898.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -607983.062500 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -607983.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -608037.750000 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -608037.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -608084.625000 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -608084.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -608130.625000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -608130.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -608165.187500 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -608165.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -608190.250000 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -608190.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -608207.312500 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -608207.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -608225.812500 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -608225.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -608247.375000 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -608247.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -608269.437500 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -608269.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -608297.125000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -608297.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -608333.562500 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -608333.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -608374.562500 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -608374.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -608426.187500 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -608426.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -608467.375000 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -608467.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -608493.500000 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -608493.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -608516.500000 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -608516.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -608548.187500 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -608548.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -608582.562500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -608582.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -608611.875000 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -608611.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -608635.500000 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -608635.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -608661.312500 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -608661.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -608684.687500 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -608684.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -608706.250000 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -608706.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -608726.500000 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -608726.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -608744.687500 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -608744.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -608766.250000 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -608766.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -608785.375000 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -608785.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -608808.812500 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -608808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -608835.312500 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -608835.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -608860.375000 Penalty: 4214.102051
	Iteration 35Q: 3 clusters Score -608860.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -608882.250000 Penalty: 4214.102051
	Iteration 36Q: 3 clusters Score -608882.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -608908.187500 Penalty: 4214.102051
	Iteration 37Q: 3 clusters Score -608908.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -608930.062500 Penalty: 4214.102051
	Iteration 38Q: 3 clusters Score -608930.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -608942.500000 Penalty: 4214.102051
	Iteration 39Q: 3 clusters Score -608942.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -608951.125000 Penalty: 4214.102051
	Iteration 40F: 3 clusters Score -608951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -608958.250000 Penalty: 4214.102051
	Iteration 41Q: 3 clusters Score -608958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -608960.937500 Penalty: 4214.102051
	Iteration 42Q: 3 clusters Score -608960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -608962.375000 Penalty: 4214.102051
	Iteration 43Q: 3 clusters Score -608962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -608962.437500 Penalty: 4214.102051
	Iteration 44Q: 3 clusters Score -608962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -608968.062500 Penalty: 4214.102051
	Iteration 45Q: 3 clusters Score -608968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -608970.375000 Penalty: 4214.102051
	Iteration 46Q: 3 clusters Score -608970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -608971.187500 Penalty: 4214.102051
	Iteration 47Q: 3 clusters Score -608971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -608971.187500 Penalty: 4214.102051
	Iteration 48Q: 3 clusters Score -608971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -608972.187500 Penalty: 4214.102051
	Iteration 49Q: 3 clusters Score -608972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -608973.312500 Penalty: 4214.102051
	Iteration 50Q: 3 clusters Score -608973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -608974.187500 Penalty: 4214.102051
	Iteration 51Q: 3 clusters Score -608974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -608974.187500 Penalty: 4214.102051
	Iteration 52F: 3 clusters Score -608974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Entering Unmasked Estep 
Score: -16801134.000000 Penalty: 2915.870117
	Iteration 0F: 2 clusters Score -1.680113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -16716068.000000 Penalty: 5831.740234
	Iteration 0F: 3 clusters Score -1.671607e+07 nChanged 61029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -16751427.000000 Penalty: 5831.740234
	Iteration 1F: 3 clusters Score -1.675143e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -16752292.000000 Penalty: 5831.740234
	Iteration 2Q: 3 clusters Score -1.675229e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -16753448.000000 Penalty: 5831.740234
	Iteration 3Q: 3 clusters Score -1.675345e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -16754932.000000 Penalty: 5831.740234
	Iteration 4Q: 3 clusters Score -1.675493e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -16757060.000000 Penalty: 5831.740234
	Iteration 5Q: 3 clusters Score -1.675706e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -16759716.000000 Penalty: 5831.740234
	Iteration 6Q: 3 clusters Score -1.675972e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -16762859.000000 Penalty: 5831.740234
	Iteration 7F: 3 clusters Score -1.676286e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -16766344.000000 Penalty: 5831.740234
	Iteration 8F: 3 clusters Score -1.676634e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -16769887.000000 Penalty: 5831.740234
	Iteration 9F: 3 clusters Score -1.676989e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -16773187.000000 Penalty: 5831.740234
	Iteration 10Q: 3 clusters Score -1.677319e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -16776253.000000 Penalty: 5831.740234
	Iteration 11Q: 3 clusters Score -1.677625e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -16779600.000000 Penalty: 5831.740234
	Iteration 12Q: 3 clusters Score -1.67796e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -16783148.000000 Penalty: 5831.740234
	Iteration 13Q: 3 clusters Score -1.678315e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -16786874.000000 Penalty: 5831.740234
	Iteration 14Q: 3 clusters Score -1.678687e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -16790414.000000 Penalty: 5831.740234
	Iteration 15Q: 3 clusters Score -1.679041e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -16793248.000000 Penalty: 5831.740234
	Iteration 16Q: 3 clusters Score -1.679325e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -16795202.000000 Penalty: 5831.740234
	Iteration 17Q: 3 clusters Score -1.67952e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 119881 members 
Entering Unmasked Estep 
Score: -16796468.000000 Penalty: 5831.740234
	Iteration 18Q: 3 clusters Score -1.679647e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 121663 members 
Entering Unmasked Estep 
Score: -16797406.000000 Penalty: 5831.740234
	Iteration 19Q: 3 clusters Score -1.679741e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -16797950.000000 Penalty: 5831.740234
	Iteration 20F: 3 clusters Score -1.679795e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -16798288.000000 Penalty: 5831.740234
	Iteration 21Q: 3 clusters Score -1.679829e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -16798518.000000 Penalty: 5831.740234
	Iteration 22Q: 3 clusters Score -1.679852e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 124614 members 
Entering Unmasked Estep 
Score: -16798602.000000 Penalty: 5831.740234
	Iteration 23Q: 3 clusters Score -1.67986e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 124896 members 
Entering Unmasked Estep 
Score: -16798660.000000 Penalty: 5831.740234
	Iteration 24Q: 3 clusters Score -1.679866e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -16798726.000000 Penalty: 5831.740234
	Iteration 25Q: 3 clusters Score -1.679873e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 125274 members 
Entering Unmasked Estep 
Score: -16798802.000000 Penalty: 5831.740234
	Iteration 26Q: 3 clusters Score -1.67988e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -16798850.000000 Penalty: 5831.740234
	Iteration 27Q: 3 clusters Score -1.679885e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -16798854.000000 Penalty: 5831.740234
	Iteration 28Q: 3 clusters Score -1.679885e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 125580 members 
Entering Unmasked Estep 
Score: -16798926.000000 Penalty: 5831.740234
	Iteration 29Q: 3 clusters Score -1.679893e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -16798966.000000 Penalty: 5831.740234
	Iteration 30Q: 3 clusters Score -1.679897e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -16798980.000000 Penalty: 5831.740234
	Iteration 31Q: 3 clusters Score -1.679898e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -16798980.000000 Penalty: 5831.740234
	Iteration 32Q: 3 clusters Score -1.679898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -16798994.000000 Penalty: 5831.740234
	Iteration 33Q: 3 clusters Score -1.679899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -16798996.000000 Penalty: 5831.740234
	Iteration 34Q: 3 clusters Score -1.6799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 125849 members 
Entering Unmasked Estep 
Score: -16798992.000000 Penalty: 5831.740234
	Iteration 35Q: 3 clusters Score -1.679899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -16799038.000000 Penalty: 5831.740234
	Iteration 36Q: 3 clusters Score -1.679904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 125884 members 
Entering Unmasked Estep 
Score: -16799020.000000 Penalty: 5831.740234
	Iteration 37Q: 3 clusters Score -1.679902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -16799034.000000 Penalty: 5831.740234
	Iteration 38Q: 3 clusters Score -1.679903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -16799062.000000 Penalty: 5831.740234
	Iteration 39Q: 3 clusters Score -1.679906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -16799058.000000 Penalty: 5831.740234
	Iteration 40F: 3 clusters Score -1.679906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -16799064.000000 Penalty: 5831.740234
	Iteration 41Q: 3 clusters Score -1.679906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -16799050.000000 Penalty: 5831.740234
	Iteration 42Q: 3 clusters Score -1.679905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -16799066.000000 Penalty: 5831.740234
	Iteration 43Q: 3 clusters Score -1.679907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -16799058.000000 Penalty: 5831.740234
	Iteration 44Q: 3 clusters Score -1.679906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -16799064.000000 Penalty: 5831.740234
	Iteration 45Q: 3 clusters Score -1.679906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -16799074.000000 Penalty: 5831.740234
	Iteration 46Q: 3 clusters Score -1.679907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -16799078.000000 Penalty: 5831.740234
	Iteration 47Q: 3 clusters Score -1.679908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -16799082.000000 Penalty: 5831.740234
	Iteration 48Q: 3 clusters Score -1.679908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -16799090.000000 Penalty: 5831.740234
	Iteration 49Q: 3 clusters Score -1.679909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -16799090.000000 Penalty: 5831.740234
	Iteration 50Q: 3 clusters Score -1.679909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -16799100.000000 Penalty: 5831.740234
	Iteration 51Q: 3 clusters Score -1.67991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16799098.000000 Penalty: 5831.740234
	Iteration 52Q: 3 clusters Score -1.67991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -16799106.000000 Penalty: 5831.740234
	Iteration 53Q: 3 clusters Score -1.679911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 126036 members 
Entering Unmasked Estep 
Score: -16799114.000000 Penalty: 5831.740234
	Iteration 54Q: 3 clusters Score -1.679911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -16799112.000000 Penalty: 5831.740234
	Iteration 55Q: 3 clusters Score -1.679911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -16799118.000000 Penalty: 5831.740234
	Iteration 56Q: 3 clusters Score -1.679912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -16799122.000000 Penalty: 5831.740234
	Iteration 57Q: 3 clusters Score -1.679912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -16799118.000000 Penalty: 5831.740234
	Iteration 58Q: 3 clusters Score -1.679912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -16799120.000000 Penalty: 5831.740234
	Iteration 59Q: 3 clusters Score -1.679912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -16799120.000000 Penalty: 5831.740234
	Iteration 60F: 3 clusters Score -1.679912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (224745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224745 members 
Entering Unmasked Estep 
Score: -30060796.000000 Penalty: 3056.034912
	Iteration 0F: 2 clusters Score -3.00608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112644 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -29922908.000000 Penalty: 6112.069824
	Iteration 0F: 3 clusters Score -2.992291e+07 nChanged 108362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -29987828.000000 Penalty: 6112.069824
	Iteration 1F: 3 clusters Score -2.998783e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -29990846.000000 Penalty: 6112.069824
	Iteration 2Q: 3 clusters Score -2.999085e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -29995464.000000 Penalty: 6112.069824
	Iteration 3Q: 3 clusters Score -2.999546e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -30002312.000000 Penalty: 6112.069824
	Iteration 4F: 3 clusters Score -3.000231e+07 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -30011566.000000 Penalty: 6112.069824
	Iteration 5F: 3 clusters Score -3.001157e+07 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -30022880.000000 Penalty: 6112.069824
	Iteration 6F: 3 clusters Score -3.002288e+07 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188856 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -30033870.000000 Penalty: 6112.069824
	Iteration 7F: 3 clusters Score -3.003387e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203214 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -30043628.000000 Penalty: 6112.069824
	Iteration 8F: 3 clusters Score -3.004363e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214040 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -30050920.000000 Penalty: 6112.069824
	Iteration 9Q: 3 clusters Score -3.005092e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220339 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -30055208.000000 Penalty: 6112.069824
	Iteration 10Q: 3 clusters Score -3.005521e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223048 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30056960.000000 Penalty: 6112.069824
	Iteration 11Q: 3 clusters Score -3.005696e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223945 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -30057520.000000 Penalty: 6112.069824
	Iteration 12Q: 3 clusters Score -3.005752e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224261 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -30057808.000000 Penalty: 6112.069824
	Iteration 13Q: 3 clusters Score -3.005781e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30057910.000000 Penalty: 6112.069824
	Iteration 14Q: 3 clusters Score -3.005791e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224404 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30058006.000000 Penalty: 6112.069824
	Iteration 15Q: 3 clusters Score -3.005801e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224435 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30058064.000000 Penalty: 6112.069824
	Iteration 16Q: 3 clusters Score -3.005806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224450 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30058080.000000 Penalty: 6112.069824
	Iteration 17Q: 3 clusters Score -3.005808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224459 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30058118.000000 Penalty: 6112.069824
	Iteration 18Q: 3 clusters Score -3.005812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224466 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30058146.000000 Penalty: 6112.069824
	Iteration 19Q: 3 clusters Score -3.005815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224470 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30058130.000000 Penalty: 6112.069824
	Iteration 20F: 3 clusters Score -3.005813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224472 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30058136.000000 Penalty: 6112.069824
	Iteration 21Q: 3 clusters Score -3.005814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224476 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30058146.000000 Penalty: 6112.069824
	Iteration 22Q: 3 clusters Score -3.005815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224481 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30058168.000000 Penalty: 6112.069824
	Iteration 23Q: 3 clusters Score -3.005817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224484 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30058184.000000 Penalty: 6112.069824
	Iteration 24Q: 3 clusters Score -3.005818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224484 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30058184.000000 Penalty: 6112.069824
	Iteration 25Q: 3 clusters Score -3.005818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224482 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30058178.000000 Penalty: 6112.069824
	Iteration 26Q: 3 clusters Score -3.005818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224481 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30058168.000000 Penalty: 6112.069824
	Iteration 27Q: 3 clusters Score -3.005817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224481 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30058168.000000 Penalty: 6112.069824
	Iteration 28F: 3 clusters Score -3.005817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Entering Unmasked Estep 
Score: -8849760.000000 Penalty: 2755.609375
	Iteration 0F: 2 clusters Score -8849760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8804738.000000 Penalty: 5511.218750
	Iteration 0F: 3 clusters Score -8804738 nChanged 31378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -8822151.000000 Penalty: 5511.218750
	Iteration 1F: 3 clusters Score -8822151 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -8822875.000000 Penalty: 5511.218750
	Iteration 2Q: 3 clusters Score -8822875 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8823718.000000 Penalty: 5511.218750
	Iteration 3Q: 3 clusters Score -8823718 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -8824628.000000 Penalty: 5511.218750
	Iteration 4Q: 3 clusters Score -8824628 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -8825832.000000 Penalty: 5511.218750
	Iteration 5Q: 3 clusters Score -8825832 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8827112.000000 Penalty: 5511.218750
	Iteration 6Q: 3 clusters Score -8827112 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -8828532.000000 Penalty: 5511.218750
	Iteration 7Q: 3 clusters Score -8828532 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -8830053.000000 Penalty: 5511.218750
	Iteration 8Q: 3 clusters Score -8830053 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -8831420.000000 Penalty: 5511.218750
	Iteration 9Q: 3 clusters Score -8831420 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8832657.000000 Penalty: 5511.218750
	Iteration 10Q: 3 clusters Score -8832657 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8833842.000000 Penalty: 5511.218750
	Iteration 11Q: 3 clusters Score -8833842 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -8835131.000000 Penalty: 5511.218750
	Iteration 12Q: 3 clusters Score -8835131 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -8836556.000000 Penalty: 5511.218750
	Iteration 13Q: 3 clusters Score -8836556 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -8838183.000000 Penalty: 5511.218750
	Iteration 14Q: 3 clusters Score -8838183 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -8840152.000000 Penalty: 5511.218750
	Iteration 15Q: 3 clusters Score -8840152 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -8841993.000000 Penalty: 5511.218750
	Iteration 16Q: 3 clusters Score -8841993 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -8843673.000000 Penalty: 5511.218750
	Iteration 17Q: 3 clusters Score -8843673 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8844823.000000 Penalty: 5511.218750
	Iteration 18Q: 3 clusters Score -8844823 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8845611.000000 Penalty: 5511.218750
	Iteration 19Q: 3 clusters Score -8845611 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8846218.000000 Penalty: 5511.218750
	Iteration 20F: 3 clusters Score -8846218 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8846612.000000 Penalty: 5511.218750
	Iteration 21Q: 3 clusters Score -8846612 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8846843.000000 Penalty: 5511.218750
	Iteration 22Q: 3 clusters Score -8846843 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8847024.000000 Penalty: 5511.218750
	Iteration 23Q: 3 clusters Score -8847024 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8847100.000000 Penalty: 5511.218750
	Iteration 24Q: 3 clusters Score -8847100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8847179.000000 Penalty: 5511.218750
	Iteration 25Q: 3 clusters Score -8847179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8847242.000000 Penalty: 5511.218750
	Iteration 26Q: 3 clusters Score -8847242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8847279.000000 Penalty: 5511.218750
	Iteration 27Q: 3 clusters Score -8847279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8847293.000000 Penalty: 5511.218750
	Iteration 28Q: 3 clusters Score -8847293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8847320.000000 Penalty: 5511.218750
	Iteration 29Q: 3 clusters Score -8847320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8847334.000000 Penalty: 5511.218750
	Iteration 30Q: 3 clusters Score -8847334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8847356.000000 Penalty: 5511.218750
	Iteration 31Q: 3 clusters Score -8847356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8847363.000000 Penalty: 5511.218750
	Iteration 32Q: 3 clusters Score -8847363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8847379.000000 Penalty: 5511.218750
	Iteration 33Q: 3 clusters Score -8847379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8847404.000000 Penalty: 5511.218750
	Iteration 34Q: 3 clusters Score -8847404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8847407.000000 Penalty: 5511.218750
	Iteration 35Q: 3 clusters Score -8847407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8847409.000000 Penalty: 5511.218750
	Iteration 36Q: 3 clusters Score -8847409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8847427.000000 Penalty: 5511.218750
	Iteration 37Q: 3 clusters Score -8847427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8847425.000000 Penalty: 5511.218750
	Iteration 38Q: 3 clusters Score -8847425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8847433.000000 Penalty: 5511.218750
	Iteration 39Q: 3 clusters Score -8847433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8847447.000000 Penalty: 5511.218750
	Iteration 40F: 3 clusters Score -8847447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8847459.000000 Penalty: 5511.218750
	Iteration 41Q: 3 clusters Score -8847459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8847475.000000 Penalty: 5511.218750
	Iteration 42Q: 3 clusters Score -8847475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8847465.000000 Penalty: 5511.218750
	Iteration 43Q: 3 clusters Score -8847465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8847471.000000 Penalty: 5511.218750
	Iteration 44Q: 3 clusters Score -8847471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8847476.000000 Penalty: 5511.218750
	Iteration 45Q: 3 clusters Score -8847476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8847476.000000 Penalty: 5511.218750
	Iteration 46F: 3 clusters Score -8847476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -646733.312500 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -646733.3 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 2521 members 
Entering Unmasked Estep 
Score: -642137.187500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -642137.2 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -643235.437500 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -643235.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -643470.437500 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -643470.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -643620.562500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -643620.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -643715.312500 Penalty: 4230.346191
	Iteration 4Q: 3 clusters Score -643715.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -643765.937500 Penalty: 4230.346191
	Iteration 5Q: 3 clusters Score -643765.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -643809.812500 Penalty: 4230.346191
	Iteration 6Q: 3 clusters Score -643809.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -643853.187500 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -643853.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -643899.500000 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -643899.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -643947.187500 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -643947.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -644002.187500 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -644002.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -644061.812500 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -644061.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -644126.250000 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -644126.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -644197.250000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -644197.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -644273.437500 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -644273.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -644345.312500 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -644345.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -644432.812500 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -644432.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -644515.625000 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -644515.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -644578.437500 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -644578.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -644636.562500 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -644636.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -644692.187500 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -644692.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -644738.250000 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -644738.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -644784.812500 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -644784.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -644822.500000 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -644822.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -644864.312500 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -644864.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -644905.750000 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -644905.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -644937.750000 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -644937.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -644965.375000 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -644965.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -644992.000000 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -644992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -645016.000000 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -645016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -645033.625000 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -645033.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -645042.687500 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -645042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -645047.562500 Penalty: 4230.346191
	Iteration 32Q: 3 clusters Score -645047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -645052.312500 Penalty: 4230.346191
	Iteration 33Q: 3 clusters Score -645052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -645056.000000 Penalty: 4230.346191
	Iteration 34Q: 3 clusters Score -645056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -645059.437500 Penalty: 4230.346191
	Iteration 35Q: 3 clusters Score -645059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -645062.687500 Penalty: 4230.346191
	Iteration 36Q: 3 clusters Score -645062.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -645066.000000 Penalty: 4230.346191
	Iteration 37Q: 3 clusters Score -645066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -645072.625000 Penalty: 4230.346191
	Iteration 38Q: 3 clusters Score -645072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -645078.187500 Penalty: 4230.346191
	Iteration 39Q: 3 clusters Score -645078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -645081.187500 Penalty: 4230.346191
	Iteration 40F: 3 clusters Score -645081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -645084.500000 Penalty: 4230.346191
	Iteration 41Q: 3 clusters Score -645084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -645085.750000 Penalty: 4230.346191
	Iteration 42Q: 3 clusters Score -645085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -645087.875000 Penalty: 4230.346191
	Iteration 43Q: 3 clusters Score -645087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -645090.187500 Penalty: 4230.346191
	Iteration 44Q: 3 clusters Score -645090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -645091.250000 Penalty: 4230.346191
	Iteration 45Q: 3 clusters Score -645091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -645092.437500 Penalty: 4230.346191
	Iteration 46Q: 3 clusters Score -645092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -645094.000000 Penalty: 4230.346191
	Iteration 47Q: 3 clusters Score -645094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -645095.687500 Penalty: 4230.346191
	Iteration 48Q: 3 clusters Score -645095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -645096.562500 Penalty: 4230.346191
	Iteration 49Q: 3 clusters Score -645096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -645100.000000 Penalty: 4230.346191
	Iteration 50Q: 3 clusters Score -645100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -645099.750000 Penalty: 4230.346191
	Iteration 51Q: 3 clusters Score -645099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -645100.750000 Penalty: 4230.346191
	Iteration 52Q: 3 clusters Score -645100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -645101.875000 Penalty: 4230.346191
	Iteration 53Q: 3 clusters Score -645101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -645104.500000 Penalty: 4230.346191
	Iteration 54Q: 3 clusters Score -645104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -645108.437500 Penalty: 4230.346191
	Iteration 55Q: 3 clusters Score -645108.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -645115.625000 Penalty: 4230.346191
	Iteration 56Q: 3 clusters Score -645115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -645120.125000 Penalty: 4230.346191
	Iteration 57Q: 3 clusters Score -645120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -645122.812500 Penalty: 4230.346191
	Iteration 58Q: 3 clusters Score -645122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -645125.687500 Penalty: 4230.346191
	Iteration 59Q: 3 clusters Score -645125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -645127.312500 Penalty: 4230.346191
	Iteration 60F: 3 clusters Score -645127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -645127.625000 Penalty: 4230.346191
	Iteration 61Q: 3 clusters Score -645127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -645128.750000 Penalty: 4230.346191
	Iteration 62Q: 3 clusters Score -645128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -645129.937500 Penalty: 4230.346191
	Iteration 63Q: 3 clusters Score -645129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -645130.062500 Penalty: 4230.346191
	Iteration 64Q: 3 clusters Score -645130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -645131.125000 Penalty: 4230.346191
	Iteration 65Q: 3 clusters Score -645131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -645131.937500 Penalty: 4230.346191
	Iteration 66Q: 3 clusters Score -645131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -645133.437500 Penalty: 4230.346191
	Iteration 67Q: 3 clusters Score -645133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -645133.875000 Penalty: 4230.346191
	Iteration 68Q: 3 clusters Score -645133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -645134.187500 Penalty: 4230.346191
	Iteration 69Q: 3 clusters Score -645134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -645134.187500 Penalty: 4230.346191
	Iteration 70Q: 3 clusters Score -645134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -645135.062500 Penalty: 4230.346191
	Iteration 71Q: 3 clusters Score -645135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -645135.375000 Penalty: 4230.346191
	Iteration 72Q: 3 clusters Score -645135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -645136.875000 Penalty: 4230.346191
	Iteration 73Q: 3 clusters Score -645136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -645138.375000 Penalty: 4230.346191
	Iteration 74Q: 3 clusters Score -645138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -645138.625000 Penalty: 4230.346191
	Iteration 75Q: 3 clusters Score -645138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -645138.625000 Penalty: 4230.346191
	Iteration 76F: 3 clusters Score -645138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -22585486.000000 Penalty: 2986.503418
	Iteration 0F: 2 clusters Score -2.258549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -22478950.000000 Penalty: 5973.006836
	Iteration 0F: 3 clusters Score -2.247895e+07 nChanged 81385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -22526302.000000 Penalty: 5973.006836
	Iteration 1F: 3 clusters Score -2.25263e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -22527652.000000 Penalty: 5973.006836
	Iteration 2Q: 3 clusters Score -2.252765e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -22529302.000000 Penalty: 5973.006836
	Iteration 3Q: 3 clusters Score -2.25293e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -22531604.000000 Penalty: 5973.006836
	Iteration 4Q: 3 clusters Score -2.25316e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -22535396.000000 Penalty: 5973.006836
	Iteration 5Q: 3 clusters Score -2.25354e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -22540956.000000 Penalty: 5973.006836
	Iteration 6F: 3 clusters Score -2.254096e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -22548420.000000 Penalty: 5973.006836
	Iteration 7F: 3 clusters Score -2.254842e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -22556344.000000 Penalty: 5973.006836
	Iteration 8F: 3 clusters Score -2.255634e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -22562612.000000 Penalty: 5973.006836
	Iteration 9F: 3 clusters Score -2.256261e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -22566194.000000 Penalty: 5973.006836
	Iteration 10Q: 3 clusters Score -2.256619e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -22567664.000000 Penalty: 5973.006836
	Iteration 11Q: 3 clusters Score -2.256766e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121610 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -22568618.000000 Penalty: 5973.006836
	Iteration 12Q: 3 clusters Score -2.256862e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123549 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -22569516.000000 Penalty: 5973.006836
	Iteration 13Q: 3 clusters Score -2.256952e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -22570310.000000 Penalty: 5973.006836
	Iteration 14Q: 3 clusters Score -2.257031e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -22571238.000000 Penalty: 5973.006836
	Iteration 15Q: 3 clusters Score -2.257124e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -22572112.000000 Penalty: 5973.006836
	Iteration 16Q: 3 clusters Score -2.257211e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -22573106.000000 Penalty: 5973.006836
	Iteration 17Q: 3 clusters Score -2.257311e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132614 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -22574142.000000 Penalty: 5973.006836
	Iteration 18Q: 3 clusters Score -2.257414e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -22575060.000000 Penalty: 5973.006836
	Iteration 19Q: 3 clusters Score -2.257506e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -22576098.000000 Penalty: 5973.006836
	Iteration 20F: 3 clusters Score -2.25761e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136341 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -22576928.000000 Penalty: 5973.006836
	Iteration 21Q: 3 clusters Score -2.257693e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137179 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -22577732.000000 Penalty: 5973.006836
	Iteration 22Q: 3 clusters Score -2.257773e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137859 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -22578404.000000 Penalty: 5973.006836
	Iteration 23Q: 3 clusters Score -2.25784e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -22578974.000000 Penalty: 5973.006836
	Iteration 24Q: 3 clusters Score -2.257897e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -22579286.000000 Penalty: 5973.006836
	Iteration 25Q: 3 clusters Score -2.257929e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -22579694.000000 Penalty: 5973.006836
	Iteration 26Q: 3 clusters Score -2.257969e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -22580074.000000 Penalty: 5973.006836
	Iteration 27Q: 3 clusters Score -2.258007e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139274 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -22580386.000000 Penalty: 5973.006836
	Iteration 28Q: 3 clusters Score -2.258039e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -22580566.000000 Penalty: 5973.006836
	Iteration 29Q: 3 clusters Score -2.258057e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139336 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -22580692.000000 Penalty: 5973.006836
	Iteration 30Q: 3 clusters Score -2.258069e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -22580768.000000 Penalty: 5973.006836
	Iteration 31Q: 3 clusters Score -2.258077e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -22580986.000000 Penalty: 5973.006836
	Iteration 32Q: 3 clusters Score -2.258099e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -22580980.000000 Penalty: 5973.006836
	Iteration 33Q: 3 clusters Score -2.258098e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -22581044.000000 Penalty: 5973.006836
	Iteration 34Q: 3 clusters Score -2.258104e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -22581042.000000 Penalty: 5973.006836
	Iteration 35Q: 3 clusters Score -2.258104e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -22581012.000000 Penalty: 5973.006836
	Iteration 36Q: 3 clusters Score -2.258101e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -22581016.000000 Penalty: 5973.006836
	Iteration 37Q: 3 clusters Score -2.258102e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -22581038.000000 Penalty: 5973.006836
	Iteration 38Q: 3 clusters Score -2.258104e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -22580934.000000 Penalty: 5973.006836
	Iteration 39Q: 3 clusters Score -2.258093e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -22581034.000000 Penalty: 5973.006836
	Iteration 40F: 3 clusters Score -2.258103e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -22581072.000000 Penalty: 5973.006836
	Iteration 41Q: 3 clusters Score -2.258107e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138808 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -22581112.000000 Penalty: 5973.006836
	Iteration 42Q: 3 clusters Score -2.258111e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138767 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -22581120.000000 Penalty: 5973.006836
	Iteration 43Q: 3 clusters Score -2.258112e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -22581172.000000 Penalty: 5973.006836
	Iteration 44Q: 3 clusters Score -2.258117e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -22581220.000000 Penalty: 5973.006836
	Iteration 45Q: 3 clusters Score -2.258122e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -22581220.000000 Penalty: 5973.006836
	Iteration 46Q: 3 clusters Score -2.258122e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -22581220.000000 Penalty: 5973.006836
	Iteration 47Q: 3 clusters Score -2.258122e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138572 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -22581206.000000 Penalty: 5973.006836
	Iteration 48Q: 3 clusters Score -2.258121e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -22581174.000000 Penalty: 5973.006836
	Iteration 49Q: 3 clusters Score -2.258117e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -22581184.000000 Penalty: 5973.006836
	Iteration 50Q: 3 clusters Score -2.258118e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138376 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -22581202.000000 Penalty: 5973.006836
	Iteration 51Q: 3 clusters Score -2.25812e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -22581196.000000 Penalty: 5973.006836
	Iteration 52Q: 3 clusters Score -2.25812e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138210 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -22581188.000000 Penalty: 5973.006836
	Iteration 53Q: 3 clusters Score -2.258119e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -22581182.000000 Penalty: 5973.006836
	Iteration 54Q: 3 clusters Score -2.258118e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -22581168.000000 Penalty: 5973.006836
	Iteration 55Q: 3 clusters Score -2.258117e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138054 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -22581210.000000 Penalty: 5973.006836
	Iteration 56Q: 3 clusters Score -2.258121e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138011 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -22581242.000000 Penalty: 5973.006836
	Iteration 57Q: 3 clusters Score -2.258124e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -22581240.000000 Penalty: 5973.006836
	Iteration 58Q: 3 clusters Score -2.258124e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -22581218.000000 Penalty: 5973.006836
	Iteration 59Q: 3 clusters Score -2.258122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137883 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -22581234.000000 Penalty: 5973.006836
	Iteration 60F: 3 clusters Score -2.258123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -22581240.000000 Penalty: 5973.006836
	Iteration 61Q: 3 clusters Score -2.258124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137804 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -22581242.000000 Penalty: 5973.006836
	Iteration 62Q: 3 clusters Score -2.258124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -22581218.000000 Penalty: 5973.006836
	Iteration 63Q: 3 clusters Score -2.258122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -22581230.000000 Penalty: 5973.006836
	Iteration 64Q: 3 clusters Score -2.258123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -22581206.000000 Penalty: 5973.006836
	Iteration 65Q: 3 clusters Score -2.258121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -22581220.000000 Penalty: 5973.006836
	Iteration 66Q: 3 clusters Score -2.258122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137587 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -22581214.000000 Penalty: 5973.006836
	Iteration 67Q: 3 clusters Score -2.258121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137549 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -22581226.000000 Penalty: 5973.006836
	Iteration 68Q: 3 clusters Score -2.258123e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -22581236.000000 Penalty: 5973.006836
	Iteration 69Q: 3 clusters Score -2.258124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -22581240.000000 Penalty: 5973.006836
	Iteration 70Q: 3 clusters Score -2.258124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -22581232.000000 Penalty: 5973.006836
	Iteration 71Q: 3 clusters Score -2.258123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -22581216.000000 Penalty: 5973.006836
	Iteration 72Q: 3 clusters Score -2.258122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -22581198.000000 Penalty: 5973.006836
	Iteration 73Q: 3 clusters Score -2.25812e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137313 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -22581204.000000 Penalty: 5973.006836
	Iteration 74Q: 3 clusters Score -2.25812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -22581200.000000 Penalty: 5973.006836
	Iteration 75Q: 3 clusters Score -2.25812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -22581192.000000 Penalty: 5973.006836
	Iteration 76Q: 3 clusters Score -2.258119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -22581224.000000 Penalty: 5973.006836
	Iteration 77Q: 3 clusters Score -2.258122e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -22581210.000000 Penalty: 5973.006836
	Iteration 78Q: 3 clusters Score -2.258121e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137062 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -22581216.000000 Penalty: 5973.006836
	Iteration 79Q: 3 clusters Score -2.258122e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -22581190.000000 Penalty: 5973.006836
	Iteration 80F: 3 clusters Score -2.258119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -22581184.000000 Penalty: 5973.006836
	Iteration 81Q: 3 clusters Score -2.258118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136887 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -22581164.000000 Penalty: 5973.006836
	Iteration 82Q: 3 clusters Score -2.258116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -22581172.000000 Penalty: 5973.006836
	Iteration 83Q: 3 clusters Score -2.258117e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -22581190.000000 Penalty: 5973.006836
	Iteration 84Q: 3 clusters Score -2.258119e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -22581194.000000 Penalty: 5973.006836
	Iteration 85Q: 3 clusters Score -2.258119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -22581188.000000 Penalty: 5973.006836
	Iteration 86Q: 3 clusters Score -2.258119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136566 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -22581226.000000 Penalty: 5973.006836
	Iteration 87Q: 3 clusters Score -2.258123e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136505 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -22581208.000000 Penalty: 5973.006836
	Iteration 88Q: 3 clusters Score -2.258121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -22581202.000000 Penalty: 5973.006836
	Iteration 89Q: 3 clusters Score -2.25812e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -22581214.000000 Penalty: 5973.006836
	Iteration 90Q: 3 clusters Score -2.258121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136302 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -22581204.000000 Penalty: 5973.006836
	Iteration 91Q: 3 clusters Score -2.25812e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136232 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -22581186.000000 Penalty: 5973.006836
	Iteration 92Q: 3 clusters Score -2.258119e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -22581178.000000 Penalty: 5973.006836
	Iteration 93Q: 3 clusters Score -2.258118e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -22581192.000000 Penalty: 5973.006836
	Iteration 94Q: 3 clusters Score -2.258119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136038 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -22581202.000000 Penalty: 5973.006836
	Iteration 95Q: 3 clusters Score -2.25812e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -22581220.000000 Penalty: 5973.006836
	Iteration 96Q: 3 clusters Score -2.258122e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -22581234.000000 Penalty: 5973.006836
	Iteration 97Q: 3 clusters Score -2.258123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135858 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -22581218.000000 Penalty: 5973.006836
	Iteration 98Q: 3 clusters Score -2.258122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -22581236.000000 Penalty: 5973.006836
	Iteration 99Q: 3 clusters Score -2.258124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135724 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -22581226.000000 Penalty: 5973.006836
	Iteration 100F: 3 clusters Score -2.258123e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135652 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -22581266.000000 Penalty: 5973.006836
	Iteration 101Q: 3 clusters Score -2.258127e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135583 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.258128e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.258132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.258135e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135358 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -22581332.000000 Penalty: 5973.006836
	Iteration 105Q: 3 clusters Score -2.258133e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135270 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -22581338.000000 Penalty: 5973.006836
	Iteration 106Q: 3 clusters Score -2.258134e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135189 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -22581380.000000 Penalty: 5973.006836
	Iteration 107Q: 3 clusters Score -2.258138e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -22581416.000000 Penalty: 5973.006836
	Iteration 108Q: 3 clusters Score -2.258142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -22581398.000000 Penalty: 5973.006836
	Iteration 109Q: 3 clusters Score -2.25814e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -22581414.000000 Penalty: 5973.006836
	Iteration 110Q: 3 clusters Score -2.258141e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -22581436.000000 Penalty: 5973.006836
	Iteration 111Q: 3 clusters Score -2.258144e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134751 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -22581424.000000 Penalty: 5973.006836
	Iteration 112Q: 3 clusters Score -2.258142e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -22581458.000000 Penalty: 5973.006836
	Iteration 113Q: 3 clusters Score -2.258146e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.258145e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134360 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.258149e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134198 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -22581510.000000 Penalty: 5973.006836
	Iteration 116Q: 3 clusters Score -2.258151e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.258154e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -22581568.000000 Penalty: 5973.006836
	Iteration 118Q: 3 clusters Score -2.258157e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133656 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -22581592.000000 Penalty: 5973.006836
	Iteration 119Q: 3 clusters Score -2.258159e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -22581632.000000 Penalty: 5973.006836
	Iteration 120F: 3 clusters Score -2.258163e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133274 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -22581650.000000 Penalty: 5973.006836
	Iteration 121Q: 3 clusters Score -2.258165e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -22581662.000000 Penalty: 5973.006836
	Iteration 122Q: 3 clusters Score -2.258166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.258167e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132596 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.258174e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132338 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -22581784.000000 Penalty: 5973.006836
	Iteration 125Q: 3 clusters Score -2.258178e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.258181e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.258186e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.25819e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -22581950.000000 Penalty: 5973.006836
	Iteration 129Q: 3 clusters Score -2.258195e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.258201e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -22582044.000000 Penalty: 5973.006836
	Iteration 131Q: 3 clusters Score -2.258204e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130247 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -22582056.000000 Penalty: 5973.006836
	Iteration 132Q: 3 clusters Score -2.258206e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -22582078.000000 Penalty: 5973.006836
	Iteration 133Q: 3 clusters Score -2.258208e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129494 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.258212e+07 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -22582182.000000 Penalty: 5973.006836
	Iteration 135Q: 3 clusters Score -2.258218e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -22582262.000000 Penalty: 5973.006836
	Iteration 136Q: 3 clusters Score -2.258226e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -22582372.000000 Penalty: 5973.006836
	Iteration 137Q: 3 clusters Score -2.258237e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -22582380.000000 Penalty: 5973.006836
	Iteration 138Q: 3 clusters Score -2.258238e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -22582480.000000 Penalty: 5973.006836
	Iteration 139Q: 3 clusters Score -2.258248e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -22582544.000000 Penalty: 5973.006836
	Iteration 140F: 3 clusters Score -2.258254e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -22582668.000000 Penalty: 5973.006836
	Iteration 141Q: 3 clusters Score -2.258267e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -22582764.000000 Penalty: 5973.006836
	Iteration 142Q: 3 clusters Score -2.258276e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -22582796.000000 Penalty: 5973.006836
	Iteration 143Q: 3 clusters Score -2.25828e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.258289e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.258296e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.25831e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -22583246.000000 Penalty: 5973.006836
	Iteration 147Q: 3 clusters Score -2.258325e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.258341e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.25835e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.258369e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.258387e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -22583946.000000 Penalty: 5973.006836
	Iteration 152Q: 3 clusters Score -2.258395e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.258409e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -22584278.000000 Penalty: 5973.006836
	Iteration 154Q: 3 clusters Score -2.258428e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115557 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.258443e+07 nChanged 1045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.258458e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.258485e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112385 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.258508e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -22585224.000000 Penalty: 5973.006836
	Iteration 159Q: 3 clusters Score -2.258522e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -22585354.000000 Penalty: 5973.006836
	Iteration 160F: 3 clusters Score -2.258535e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.258545e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.258559e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.25858e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.258597e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.258608e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.258625e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.25864e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.25865e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.258654e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.258662e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.258672e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -22586732.000000 Penalty: 5973.006836
	Iteration 172Q: 3 clusters Score -2.258673e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.258674e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.258677e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.258683e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.258688e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.258689e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.258689e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -22586900.000000 Penalty: 5973.006836
	Iteration 179Q: 3 clusters Score -2.25869e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -22586964.000000 Penalty: 5973.006836
	Iteration 180F: 3 clusters Score -2.258696e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -22586956.000000 Penalty: 5973.006836
	Iteration 181Q: 3 clusters Score -2.258696e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -22586986.000000 Penalty: 5973.006836
	Iteration 182Q: 3 clusters Score -2.258699e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -22586984.000000 Penalty: 5973.006836
	Iteration 183Q: 3 clusters Score -2.258698e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -22586984.000000 Penalty: 5973.006836
	Iteration 184Q: 3 clusters Score -2.258698e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -22586998.000000 Penalty: 5973.006836
	Iteration 185Q: 3 clusters Score -2.2587e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -22586970.000000 Penalty: 5973.006836
	Iteration 186Q: 3 clusters Score -2.258697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -22586976.000000 Penalty: 5973.006836
	Iteration 187Q: 3 clusters Score -2.258698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -22587000.000000 Penalty: 5973.006836
	Iteration 188Q: 3 clusters Score -2.2587e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -22587010.000000 Penalty: 5973.006836
	Iteration 189Q: 3 clusters Score -2.258701e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -22587048.000000 Penalty: 5973.006836
	Iteration 190Q: 3 clusters Score -2.258705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -22587026.000000 Penalty: 5973.006836
	Iteration 191Q: 3 clusters Score -2.258703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -22587052.000000 Penalty: 5973.006836
	Iteration 192Q: 3 clusters Score -2.258705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -22587054.000000 Penalty: 5973.006836
	Iteration 193Q: 3 clusters Score -2.258705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -22587058.000000 Penalty: 5973.006836
	Iteration 194Q: 3 clusters Score -2.258706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -22587064.000000 Penalty: 5973.006836
	Iteration 195Q: 3 clusters Score -2.258706e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -22587080.000000 Penalty: 5973.006836
	Iteration 196Q: 3 clusters Score -2.258708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -22587060.000000 Penalty: 5973.006836
	Iteration 197Q: 3 clusters Score -2.258706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -22587068.000000 Penalty: 5973.006836
	Iteration 198Q: 3 clusters Score -2.258707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -22587066.000000 Penalty: 5973.006836
	Iteration 199Q: 3 clusters Score -2.258707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -22587074.000000 Penalty: 5973.006836
	Iteration 200F: 3 clusters Score -2.258707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -22587082.000000 Penalty: 5973.006836
	Iteration 201Q: 3 clusters Score -2.258708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -22587076.000000 Penalty: 5973.006836
	Iteration 202Q: 3 clusters Score -2.258708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -22587086.000000 Penalty: 5973.006836
	Iteration 203Q: 3 clusters Score -2.258709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -22587092.000000 Penalty: 5973.006836
	Iteration 204Q: 3 clusters Score -2.258709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -22587100.000000 Penalty: 5973.006836
	Iteration 205Q: 3 clusters Score -2.25871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -22587102.000000 Penalty: 5973.006836
	Iteration 206Q: 3 clusters Score -2.25871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -22587104.000000 Penalty: 5973.006836
	Iteration 207Q: 3 clusters Score -2.25871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -22587092.000000 Penalty: 5973.006836
	Iteration 208Q: 3 clusters Score -2.258709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -22587088.000000 Penalty: 5973.006836
	Iteration 209Q: 3 clusters Score -2.258709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -22587088.000000 Penalty: 5973.006836
	Iteration 210Q: 3 clusters Score -2.258709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -22587088.000000 Penalty: 5973.006836
	Iteration 211F: 3 clusters Score -2.258709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 224745 members 
Mstep: Class 7 contains 66925 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 96420 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 160316 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 111948 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 99473 members 
Mstep: Class 21 contains 16671 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129355 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 10298 members 
Mstep: Class 31 contains 17504 members 
Mstep: Class 32 contains 73376 members 
Entering Unmasked Estep 
Score: -181100688.000000 Penalty: 112337.296875
Splitting cluster 9 changes total score from -181098400.000000 to -181100688.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (21603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Entering Unmasked Estep 
Score: -2655032.500000 Penalty: 2475.185547
	Iteration 0F: 2 clusters Score -2655032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2639945.250000 Penalty: 4950.371094
	Iteration 0F: 3 clusters Score -2639945 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2645253.500000 Penalty: 4950.371094
	Iteration 1F: 3 clusters Score -2645254 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2645865.500000 Penalty: 4950.371094
	Iteration 2F: 3 clusters Score -2645866 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2646593.000000 Penalty: 4950.371094
	Iteration 3F: 3 clusters Score -2646593 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2647375.500000 Penalty: 4950.371094
	Iteration 4F: 3 clusters Score -2647376 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2648241.500000 Penalty: 4950.371094
	Iteration 5F: 3 clusters Score -2648242 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2649072.750000 Penalty: 4950.371094
	Iteration 6F: 3 clusters Score -2649073 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2649830.250000 Penalty: 4950.371094
	Iteration 7Q: 3 clusters Score -2649830 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2650514.000000 Penalty: 4950.371094
	Iteration 8Q: 3 clusters Score -2650514 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2651049.750000 Penalty: 4950.371094
	Iteration 9Q: 3 clusters Score -2651050 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2651444.750000 Penalty: 4950.371094
	Iteration 10Q: 3 clusters Score -2651445 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2651759.000000 Penalty: 4950.371094
	Iteration 11Q: 3 clusters Score -2651759 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2651991.500000 Penalty: 4950.371094
	Iteration 12Q: 3 clusters Score -2651992 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2652205.000000 Penalty: 4950.371094
	Iteration 13Q: 3 clusters Score -2652205 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2652396.500000 Penalty: 4950.371094
	Iteration 14Q: 3 clusters Score -2652396 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2652560.500000 Penalty: 4950.371094
	Iteration 15Q: 3 clusters Score -2652560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2652676.250000 Penalty: 4950.371094
	Iteration 16Q: 3 clusters Score -2652676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2652800.500000 Penalty: 4950.371094
	Iteration 17Q: 3 clusters Score -2652800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2652898.750000 Penalty: 4950.371094
	Iteration 18Q: 3 clusters Score -2652899 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2652986.000000 Penalty: 4950.371094
	Iteration 19Q: 3 clusters Score -2652986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2653063.750000 Penalty: 4950.371094
	Iteration 20F: 3 clusters Score -2653064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2653112.250000 Penalty: 4950.371094
	Iteration 21Q: 3 clusters Score -2653112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2653165.500000 Penalty: 4950.371094
	Iteration 22Q: 3 clusters Score -2653166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2653196.500000 Penalty: 4950.371094
	Iteration 23Q: 3 clusters Score -2653196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2653224.250000 Penalty: 4950.371094
	Iteration 24Q: 3 clusters Score -2653224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2653250.750000 Penalty: 4950.371094
	Iteration 25Q: 3 clusters Score -2653251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2653269.250000 Penalty: 4950.371094
	Iteration 26Q: 3 clusters Score -2653269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2653287.500000 Penalty: 4950.371094
	Iteration 27Q: 3 clusters Score -2653288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2653304.500000 Penalty: 4950.371094
	Iteration 28Q: 3 clusters Score -2653304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2653312.750000 Penalty: 4950.371094
	Iteration 29Q: 3 clusters Score -2653313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2653323.500000 Penalty: 4950.371094
	Iteration 30Q: 3 clusters Score -2653324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2653327.250000 Penalty: 4950.371094
	Iteration 31Q: 3 clusters Score -2653327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2653337.500000 Penalty: 4950.371094
	Iteration 32Q: 3 clusters Score -2653338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2653342.750000 Penalty: 4950.371094
	Iteration 33Q: 3 clusters Score -2653343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2653350.750000 Penalty: 4950.371094
	Iteration 34Q: 3 clusters Score -2653351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2653349.000000 Penalty: 4950.371094
	Iteration 35Q: 3 clusters Score -2653349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2653350.000000 Penalty: 4950.371094
	Iteration 36Q: 3 clusters Score -2653350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2653350.000000 Penalty: 4950.371094
	Iteration 37F: 3 clusters Score -2653350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Entering Unmasked Estep 
Score: -21597042.000000 Penalty: 2972.255859
	Iteration 0F: 2 clusters Score -2.159704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -21496934.000000 Penalty: 5944.511719
	Iteration 0F: 3 clusters Score -2.149693e+07 nChanged 76399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -21541982.000000 Penalty: 5944.511719
	Iteration 1F: 3 clusters Score -2.154198e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -21543182.000000 Penalty: 5944.511719
	Iteration 2Q: 3 clusters Score -2.154318e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -21544762.000000 Penalty: 5944.511719
	Iteration 3Q: 3 clusters Score -2.154476e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -21547060.000000 Penalty: 5944.511719
	Iteration 4Q: 3 clusters Score -2.154706e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -21550486.000000 Penalty: 5944.511719
	Iteration 5Q: 3 clusters Score -2.155049e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -21556450.000000 Penalty: 5944.511719
	Iteration 6F: 3 clusters Score -2.155645e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -21564580.000000 Penalty: 5944.511719
	Iteration 7F: 3 clusters Score -2.156458e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -21573516.000000 Penalty: 5944.511719
	Iteration 8F: 3 clusters Score -2.157352e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -21579014.000000 Penalty: 5944.511719
	Iteration 9F: 3 clusters Score -2.157901e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -21581660.000000 Penalty: 5944.511719
	Iteration 10Q: 3 clusters Score -2.158166e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -21583400.000000 Penalty: 5944.511719
	Iteration 11Q: 3 clusters Score -2.15834e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -21585098.000000 Penalty: 5944.511719
	Iteration 12Q: 3 clusters Score -2.15851e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -21586980.000000 Penalty: 5944.511719
	Iteration 13Q: 3 clusters Score -2.158698e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -21588364.000000 Penalty: 5944.511719
	Iteration 14Q: 3 clusters Score -2.158836e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -21589488.000000 Penalty: 5944.511719
	Iteration 15Q: 3 clusters Score -2.158949e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -21590688.000000 Penalty: 5944.511719
	Iteration 16Q: 3 clusters Score -2.159069e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -21591538.000000 Penalty: 5944.511719
	Iteration 17Q: 3 clusters Score -2.159154e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -21591972.000000 Penalty: 5944.511719
	Iteration 18Q: 3 clusters Score -2.159197e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -21592396.000000 Penalty: 5944.511719
	Iteration 19Q: 3 clusters Score -2.15924e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -21592656.000000 Penalty: 5944.511719
	Iteration 20F: 3 clusters Score -2.159266e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -21592886.000000 Penalty: 5944.511719
	Iteration 21Q: 3 clusters Score -2.159289e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -21593080.000000 Penalty: 5944.511719
	Iteration 22Q: 3 clusters Score -2.159308e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -21593142.000000 Penalty: 5944.511719
	Iteration 23Q: 3 clusters Score -2.159314e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -21593182.000000 Penalty: 5944.511719
	Iteration 24Q: 3 clusters Score -2.159318e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -21593190.000000 Penalty: 5944.511719
	Iteration 25Q: 3 clusters Score -2.159319e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -21593248.000000 Penalty: 5944.511719
	Iteration 26Q: 3 clusters Score -2.159325e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -21593246.000000 Penalty: 5944.511719
	Iteration 27Q: 3 clusters Score -2.159325e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -21593268.000000 Penalty: 5944.511719
	Iteration 28Q: 3 clusters Score -2.159327e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -21593290.000000 Penalty: 5944.511719
	Iteration 29Q: 3 clusters Score -2.159329e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -21593314.000000 Penalty: 5944.511719
	Iteration 30Q: 3 clusters Score -2.159331e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -21593320.000000 Penalty: 5944.511719
	Iteration 31Q: 3 clusters Score -2.159332e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -21593256.000000 Penalty: 5944.511719
	Iteration 32Q: 3 clusters Score -2.159326e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -21593302.000000 Penalty: 5944.511719
	Iteration 33Q: 3 clusters Score -2.15933e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -21593256.000000 Penalty: 5944.511719
	Iteration 34Q: 3 clusters Score -2.159326e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -21593322.000000 Penalty: 5944.511719
	Iteration 35Q: 3 clusters Score -2.159332e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -21593312.000000 Penalty: 5944.511719
	Iteration 36Q: 3 clusters Score -2.159331e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -21593322.000000 Penalty: 5944.511719
	Iteration 37Q: 3 clusters Score -2.159332e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -21593274.000000 Penalty: 5944.511719
	Iteration 38Q: 3 clusters Score -2.159327e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -21593276.000000 Penalty: 5944.511719
	Iteration 39Q: 3 clusters Score -2.159328e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -21593232.000000 Penalty: 5944.511719
	Iteration 40F: 3 clusters Score -2.159323e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -21593254.000000 Penalty: 5944.511719
	Iteration 41Q: 3 clusters Score -2.159325e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -21593306.000000 Penalty: 5944.511719
	Iteration 42Q: 3 clusters Score -2.159331e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -21593320.000000 Penalty: 5944.511719
	Iteration 43Q: 3 clusters Score -2.159332e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -21593338.000000 Penalty: 5944.511719
	Iteration 44Q: 3 clusters Score -2.159334e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -21593384.000000 Penalty: 5944.511719
	Iteration 45Q: 3 clusters Score -2.159338e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -21593344.000000 Penalty: 5944.511719
	Iteration 46Q: 3 clusters Score -2.159334e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -21593370.000000 Penalty: 5944.511719
	Iteration 47Q: 3 clusters Score -2.159337e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -21593322.000000 Penalty: 5944.511719
	Iteration 48Q: 3 clusters Score -2.159332e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -21593378.000000 Penalty: 5944.511719
	Iteration 49Q: 3 clusters Score -2.159338e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -21593382.000000 Penalty: 5944.511719
	Iteration 50Q: 3 clusters Score -2.159338e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -21593378.000000 Penalty: 5944.511719
	Iteration 51Q: 3 clusters Score -2.159338e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -21593404.000000 Penalty: 5944.511719
	Iteration 52Q: 3 clusters Score -2.15934e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -21593394.000000 Penalty: 5944.511719
	Iteration 53Q: 3 clusters Score -2.159339e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -21593402.000000 Penalty: 5944.511719
	Iteration 54Q: 3 clusters Score -2.15934e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -21593392.000000 Penalty: 5944.511719
	Iteration 55Q: 3 clusters Score -2.159339e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -21593344.000000 Penalty: 5944.511719
	Iteration 56Q: 3 clusters Score -2.159334e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -21593326.000000 Penalty: 5944.511719
	Iteration 57Q: 3 clusters Score -2.159333e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -21593376.000000 Penalty: 5944.511719
	Iteration 58Q: 3 clusters Score -2.159338e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -21593342.000000 Penalty: 5944.511719
	Iteration 59Q: 3 clusters Score -2.159334e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -21593340.000000 Penalty: 5944.511719
	Iteration 60F: 3 clusters Score -2.159334e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -21593402.000000 Penalty: 5944.511719
	Iteration 61Q: 3 clusters Score -2.15934e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -21593416.000000 Penalty: 5944.511719
	Iteration 62Q: 3 clusters Score -2.159342e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -21593446.000000 Penalty: 5944.511719
	Iteration 63Q: 3 clusters Score -2.159345e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112000 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -21593378.000000 Penalty: 5944.511719
	Iteration 64Q: 3 clusters Score -2.159338e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112399 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -21593410.000000 Penalty: 5944.511719
	Iteration 65Q: 3 clusters Score -2.159341e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -21593384.000000 Penalty: 5944.511719
	Iteration 66Q: 3 clusters Score -2.159338e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -21593442.000000 Penalty: 5944.511719
	Iteration 67Q: 3 clusters Score -2.159344e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -21593454.000000 Penalty: 5944.511719
	Iteration 68Q: 3 clusters Score -2.159345e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -21593556.000000 Penalty: 5944.511719
	Iteration 69Q: 3 clusters Score -2.159356e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -21593672.000000 Penalty: 5944.511719
	Iteration 70Q: 3 clusters Score -2.159367e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -21593660.000000 Penalty: 5944.511719
	Iteration 71Q: 3 clusters Score -2.159366e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -21593630.000000 Penalty: 5944.511719
	Iteration 72Q: 3 clusters Score -2.159363e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116530 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -21593680.000000 Penalty: 5944.511719
	Iteration 73Q: 3 clusters Score -2.159368e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -21593726.000000 Penalty: 5944.511719
	Iteration 74Q: 3 clusters Score -2.159373e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117979 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -21593730.000000 Penalty: 5944.511719
	Iteration 75Q: 3 clusters Score -2.159373e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -21593742.000000 Penalty: 5944.511719
	Iteration 76Q: 3 clusters Score -2.159374e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -21593816.000000 Penalty: 5944.511719
	Iteration 77Q: 3 clusters Score -2.159382e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -21593948.000000 Penalty: 5944.511719
	Iteration 78Q: 3 clusters Score -2.159395e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -21593884.000000 Penalty: 5944.511719
	Iteration 79Q: 3 clusters Score -2.159388e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122486 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -21593900.000000 Penalty: 5944.511719
	Iteration 80F: 3 clusters Score -2.15939e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123518 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -21593930.000000 Penalty: 5944.511719
	Iteration 81Q: 3 clusters Score -2.159393e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124628 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -21593824.000000 Penalty: 5944.511719
	Iteration 82Q: 3 clusters Score -2.159382e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -21593708.000000 Penalty: 5944.511719
	Iteration 83Q: 3 clusters Score -2.159371e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -21593708.000000 Penalty: 5944.511719
	Iteration 84Q: 3 clusters Score -2.159371e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -21593602.000000 Penalty: 5944.511719
	Iteration 85Q: 3 clusters Score -2.15936e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129269 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -21593674.000000 Penalty: 5944.511719
	Iteration 86Q: 3 clusters Score -2.159367e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -21593662.000000 Penalty: 5944.511719
	Iteration 87Q: 3 clusters Score -2.159366e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -21593732.000000 Penalty: 5944.511719
	Iteration 88Q: 3 clusters Score -2.159373e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -21593630.000000 Penalty: 5944.511719
	Iteration 89Q: 3 clusters Score -2.159363e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -21593642.000000 Penalty: 5944.511719
	Iteration 90Q: 3 clusters Score -2.159364e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -21593592.000000 Penalty: 5944.511719
	Iteration 91Q: 3 clusters Score -2.159359e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -21593588.000000 Penalty: 5944.511719
	Iteration 92Q: 3 clusters Score -2.159359e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -21593648.000000 Penalty: 5944.511719
	Iteration 93Q: 3 clusters Score -2.159365e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140163 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -21593728.000000 Penalty: 5944.511719
	Iteration 94Q: 3 clusters Score -2.159373e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -21593774.000000 Penalty: 5944.511719
	Iteration 95Q: 3 clusters Score -2.159377e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -21593846.000000 Penalty: 5944.511719
	Iteration 96Q: 3 clusters Score -2.159385e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -21593916.000000 Penalty: 5944.511719
	Iteration 97Q: 3 clusters Score -2.159392e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -21593868.000000 Penalty: 5944.511719
	Iteration 98Q: 3 clusters Score -2.159387e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -21593980.000000 Penalty: 5944.511719
	Iteration 99Q: 3 clusters Score -2.159398e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -21594050.000000 Penalty: 5944.511719
	Iteration 100F: 3 clusters Score -2.159405e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -21594120.000000 Penalty: 5944.511719
	Iteration 101Q: 3 clusters Score -2.159412e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152122 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -21594168.000000 Penalty: 5944.511719
	Iteration 102Q: 3 clusters Score -2.159417e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153342 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -21594126.000000 Penalty: 5944.511719
	Iteration 103Q: 3 clusters Score -2.159413e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -21594122.000000 Penalty: 5944.511719
	Iteration 104Q: 3 clusters Score -2.159412e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155450 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21594234.000000 Penalty: 5944.511719
	Iteration 105Q: 3 clusters Score -2.159423e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21594430.000000 Penalty: 5944.511719
	Iteration 106Q: 3 clusters Score -2.159443e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -21594452.000000 Penalty: 5944.511719
	Iteration 107Q: 3 clusters Score -2.159445e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21594518.000000 Penalty: 5944.511719
	Iteration 108Q: 3 clusters Score -2.159452e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21594584.000000 Penalty: 5944.511719
	Iteration 109Q: 3 clusters Score -2.159458e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21594660.000000 Penalty: 5944.511719
	Iteration 110Q: 3 clusters Score -2.159466e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21594640.000000 Penalty: 5944.511719
	Iteration 111Q: 3 clusters Score -2.159464e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21594692.000000 Penalty: 5944.511719
	Iteration 112Q: 3 clusters Score -2.159469e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21594740.000000 Penalty: 5944.511719
	Iteration 113Q: 3 clusters Score -2.159474e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21594762.000000 Penalty: 5944.511719
	Iteration 114Q: 3 clusters Score -2.159476e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159110 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21594792.000000 Penalty: 5944.511719
	Iteration 115Q: 3 clusters Score -2.159479e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21594818.000000 Penalty: 5944.511719
	Iteration 116Q: 3 clusters Score -2.159482e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21594828.000000 Penalty: 5944.511719
	Iteration 117Q: 3 clusters Score -2.159483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21594802.000000 Penalty: 5944.511719
	Iteration 118Q: 3 clusters Score -2.15948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21594802.000000 Penalty: 5944.511719
	Iteration 119Q: 3 clusters Score -2.15948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159314 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21594838.000000 Penalty: 5944.511719
	Iteration 120F: 3 clusters Score -2.159484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159343 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21594836.000000 Penalty: 5944.511719
	Iteration 121Q: 3 clusters Score -2.159484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21594848.000000 Penalty: 5944.511719
	Iteration 122Q: 3 clusters Score -2.159485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21594848.000000 Penalty: 5944.511719
	Iteration 123Q: 3 clusters Score -2.159485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21594884.000000 Penalty: 5944.511719
	Iteration 124Q: 3 clusters Score -2.159488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21594882.000000 Penalty: 5944.511719
	Iteration 125Q: 3 clusters Score -2.159488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159451 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -21594886.000000 Penalty: 5944.511719
	Iteration 126Q: 3 clusters Score -2.159489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159459 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21594904.000000 Penalty: 5944.511719
	Iteration 127Q: 3 clusters Score -2.15949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21594886.000000 Penalty: 5944.511719
	Iteration 128Q: 3 clusters Score -2.159489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21594896.000000 Penalty: 5944.511719
	Iteration 129Q: 3 clusters Score -2.15949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21594900.000000 Penalty: 5944.511719
	Iteration 130Q: 3 clusters Score -2.15949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -21594898.000000 Penalty: 5944.511719
	Iteration 131Q: 3 clusters Score -2.15949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -21594898.000000 Penalty: 5944.511719
	Iteration 132F: 3 clusters Score -2.15949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Entering Unmasked Estep 
Score: -1444375.250000 Penalty: 2305.741211
	Iteration 0F: 2 clusters Score -1444375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1436123.000000 Penalty: 4611.482422
	Iteration 0F: 3 clusters Score -1436123 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1438516.000000 Penalty: 4611.482422
	Iteration 1F: 3 clusters Score -1438516 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1438986.125000 Penalty: 4611.482422
	Iteration 2F: 3 clusters Score -1438986 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1439493.125000 Penalty: 4611.482422
	Iteration 3F: 3 clusters Score -1439493 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1440098.125000 Penalty: 4611.482422
	Iteration 4F: 3 clusters Score -1440098 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1440786.625000 Penalty: 4611.482422
	Iteration 5F: 3 clusters Score -1440787 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1441403.000000 Penalty: 4611.482422
	Iteration 6F: 3 clusters Score -1441403 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1441804.500000 Penalty: 4611.482422
	Iteration 7F: 3 clusters Score -1441804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1442030.500000 Penalty: 4611.482422
	Iteration 8Q: 3 clusters Score -1442030 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1442135.500000 Penalty: 4611.482422
	Iteration 9Q: 3 clusters Score -1442136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1442181.875000 Penalty: 4611.482422
	Iteration 10Q: 3 clusters Score -1442182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1442212.625000 Penalty: 4611.482422
	Iteration 11Q: 3 clusters Score -1442213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1442227.625000 Penalty: 4611.482422
	Iteration 12Q: 3 clusters Score -1442228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1442237.125000 Penalty: 4611.482422
	Iteration 13Q: 3 clusters Score -1442237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1442242.750000 Penalty: 4611.482422
	Iteration 14Q: 3 clusters Score -1442243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1442247.500000 Penalty: 4611.482422
	Iteration 15Q: 3 clusters Score -1442248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1442251.375000 Penalty: 4611.482422
	Iteration 16Q: 3 clusters Score -1442251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1442252.125000 Penalty: 4611.482422
	Iteration 17Q: 3 clusters Score -1442252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1442256.500000 Penalty: 4611.482422
	Iteration 18Q: 3 clusters Score -1442256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1442255.375000 Penalty: 4611.482422
	Iteration 19Q: 3 clusters Score -1442255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1442257.250000 Penalty: 4611.482422
	Iteration 20F: 3 clusters Score -1442257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1442259.500000 Penalty: 4611.482422
	Iteration 21Q: 3 clusters Score -1442260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1442259.000000 Penalty: 4611.482422
	Iteration 22Q: 3 clusters Score -1442259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1442264.625000 Penalty: 4611.482422
	Iteration 23Q: 3 clusters Score -1442265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1442263.250000 Penalty: 4611.482422
	Iteration 24Q: 3 clusters Score -1442263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1442265.625000 Penalty: 4611.482422
	Iteration 25Q: 3 clusters Score -1442266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1442264.000000 Penalty: 4611.482422
	Iteration 26Q: 3 clusters Score -1442264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1442267.125000 Penalty: 4611.482422
	Iteration 27Q: 3 clusters Score -1442267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1442269.250000 Penalty: 4611.482422
	Iteration 28Q: 3 clusters Score -1442269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1442268.375000 Penalty: 4611.482422
	Iteration 29Q: 3 clusters Score -1442268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1442269.500000 Penalty: 4611.482422
	Iteration 30Q: 3 clusters Score -1442270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1442269.500000 Penalty: 4611.482422
	Iteration 31F: 3 clusters Score -1442270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Entering Unmasked Estep 
Score: -3803477.000000 Penalty: 2547.441895
	Iteration 0F: 2 clusters Score -3803477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3783750.000000 Penalty: 5094.883789
	Iteration 0F: 3 clusters Score -3783750 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3790687.750000 Penalty: 5094.883789
	Iteration 1F: 3 clusters Score -3790688 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3791076.500000 Penalty: 5094.883789
	Iteration 2Q: 3 clusters Score -3791076 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3791429.500000 Penalty: 5094.883789
	Iteration 3Q: 3 clusters Score -3791430 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3791776.250000 Penalty: 5094.883789
	Iteration 4Q: 3 clusters Score -3791776 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3792071.750000 Penalty: 5094.883789
	Iteration 5Q: 3 clusters Score -3792072 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3792368.750000 Penalty: 5094.883789
	Iteration 6Q: 3 clusters Score -3792369 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3792682.500000 Penalty: 5094.883789
	Iteration 7Q: 3 clusters Score -3792682 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3793100.000000 Penalty: 5094.883789
	Iteration 8Q: 3 clusters Score -3793100 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3793667.500000 Penalty: 5094.883789
	Iteration 9Q: 3 clusters Score -3793668 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3794423.500000 Penalty: 5094.883789
	Iteration 10Q: 3 clusters Score -3794424 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3795097.750000 Penalty: 5094.883789
	Iteration 11Q: 3 clusters Score -3795098 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3795661.500000 Penalty: 5094.883789
	Iteration 12Q: 3 clusters Score -3795662 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3796091.000000 Penalty: 5094.883789
	Iteration 13Q: 3 clusters Score -3796091 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3796405.750000 Penalty: 5094.883789
	Iteration 14Q: 3 clusters Score -3796406 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3796626.500000 Penalty: 5094.883789
	Iteration 15Q: 3 clusters Score -3796626 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3796828.000000 Penalty: 5094.883789
	Iteration 16Q: 3 clusters Score -3796828 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3796985.250000 Penalty: 5094.883789
	Iteration 17Q: 3 clusters Score -3796985 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3797144.000000 Penalty: 5094.883789
	Iteration 18Q: 3 clusters Score -3797144 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3797306.500000 Penalty: 5094.883789
	Iteration 19Q: 3 clusters Score -3797306 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3797450.750000 Penalty: 5094.883789
	Iteration 20F: 3 clusters Score -3797451 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3797602.000000 Penalty: 5094.883789
	Iteration 21Q: 3 clusters Score -3797602 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3797759.000000 Penalty: 5094.883789
	Iteration 22Q: 3 clusters Score -3797759 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3797952.500000 Penalty: 5094.883789
	Iteration 23Q: 3 clusters Score -3797952 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3798180.750000 Penalty: 5094.883789
	Iteration 24Q: 3 clusters Score -3798181 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3798411.750000 Penalty: 5094.883789
	Iteration 25Q: 3 clusters Score -3798412 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3798673.500000 Penalty: 5094.883789
	Iteration 26Q: 3 clusters Score -3798674 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3798902.750000 Penalty: 5094.883789
	Iteration 27Q: 3 clusters Score -3798903 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3799113.750000 Penalty: 5094.883789
	Iteration 28Q: 3 clusters Score -3799114 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3799368.000000 Penalty: 5094.883789
	Iteration 29Q: 3 clusters Score -3799368 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3799622.250000 Penalty: 5094.883789
	Iteration 30Q: 3 clusters Score -3799622 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3799880.250000 Penalty: 5094.883789
	Iteration 31Q: 3 clusters Score -3799880 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3800113.750000 Penalty: 5094.883789
	Iteration 32Q: 3 clusters Score -3800114 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3800291.000000 Penalty: 5094.883789
	Iteration 33Q: 3 clusters Score -3800291 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3800470.750000 Penalty: 5094.883789
	Iteration 34Q: 3 clusters Score -3800471 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3800602.250000 Penalty: 5094.883789
	Iteration 35Q: 3 clusters Score -3800602 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3800707.500000 Penalty: 5094.883789
	Iteration 36Q: 3 clusters Score -3800708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3800809.250000 Penalty: 5094.883789
	Iteration 37Q: 3 clusters Score -3800809 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3800892.250000 Penalty: 5094.883789
	Iteration 38Q: 3 clusters Score -3800892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3800956.750000 Penalty: 5094.883789
	Iteration 39Q: 3 clusters Score -3800957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3801004.500000 Penalty: 5094.883789
	Iteration 40F: 3 clusters Score -3801004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3801030.250000 Penalty: 5094.883789
	Iteration 41Q: 3 clusters Score -3801030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3801062.500000 Penalty: 5094.883789
	Iteration 42Q: 3 clusters Score -3801062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3801095.000000 Penalty: 5094.883789
	Iteration 43Q: 3 clusters Score -3801095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3801128.250000 Penalty: 5094.883789
	Iteration 44Q: 3 clusters Score -3801128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3801156.750000 Penalty: 5094.883789
	Iteration 45Q: 3 clusters Score -3801157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3801177.750000 Penalty: 5094.883789
	Iteration 46Q: 3 clusters Score -3801178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3801205.000000 Penalty: 5094.883789
	Iteration 47Q: 3 clusters Score -3801205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3801229.250000 Penalty: 5094.883789
	Iteration 48Q: 3 clusters Score -3801229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3801245.000000 Penalty: 5094.883789
	Iteration 49Q: 3 clusters Score -3801245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3801267.750000 Penalty: 5094.883789
	Iteration 50Q: 3 clusters Score -3801268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3801274.000000 Penalty: 5094.883789
	Iteration 51Q: 3 clusters Score -3801274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3801279.000000 Penalty: 5094.883789
	Iteration 52Q: 3 clusters Score -3801279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3801298.000000 Penalty: 5094.883789
	Iteration 53Q: 3 clusters Score -3801298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3801304.250000 Penalty: 5094.883789
	Iteration 54Q: 3 clusters Score -3801304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3801314.250000 Penalty: 5094.883789
	Iteration 55Q: 3 clusters Score -3801314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3801319.250000 Penalty: 5094.883789
	Iteration 56Q: 3 clusters Score -3801319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3801321.750000 Penalty: 5094.883789
	Iteration 57Q: 3 clusters Score -3801322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3801328.500000 Penalty: 5094.883789
	Iteration 58Q: 3 clusters Score -3801328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3801337.250000 Penalty: 5094.883789
	Iteration 59Q: 3 clusters Score -3801337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3801344.000000 Penalty: 5094.883789
	Iteration 60F: 3 clusters Score -3801344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3801356.000000 Penalty: 5094.883789
	Iteration 61Q: 3 clusters Score -3801356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3801359.000000 Penalty: 5094.883789
	Iteration 62Q: 3 clusters Score -3801359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3801357.500000 Penalty: 5094.883789
	Iteration 63Q: 3 clusters Score -3801358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3801362.500000 Penalty: 5094.883789
	Iteration 64Q: 3 clusters Score -3801362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3801362.250000 Penalty: 5094.883789
	Iteration 65Q: 3 clusters Score -3801362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3801361.500000 Penalty: 5094.883789
	Iteration 66Q: 3 clusters Score -3801362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3801368.250000 Penalty: 5094.883789
	Iteration 67Q: 3 clusters Score -3801368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3801370.500000 Penalty: 5094.883789
	Iteration 68Q: 3 clusters Score -3801370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3801369.500000 Penalty: 5094.883789
	Iteration 69Q: 3 clusters Score -3801370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3801372.000000 Penalty: 5094.883789
	Iteration 70Q: 3 clusters Score -3801372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3801372.000000 Penalty: 5094.883789
	Iteration 71F: 3 clusters Score -3801372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Entering Unmasked Estep 
Score: -14979264.000000 Penalty: 2883.195801
	Iteration 0F: 2 clusters Score -1.497926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -14904576.000000 Penalty: 5766.391602
	Iteration 0F: 3 clusters Score -1.490458e+07 nChanged 53210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -14935693.000000 Penalty: 5766.391602
	Iteration 1F: 3 clusters Score -1.493569e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -14936633.000000 Penalty: 5766.391602
	Iteration 2Q: 3 clusters Score -1.493663e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -14937633.000000 Penalty: 5766.391602
	Iteration 3Q: 3 clusters Score -1.493763e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -14939196.000000 Penalty: 5766.391602
	Iteration 4Q: 3 clusters Score -1.49392e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -14941705.000000 Penalty: 5766.391602
	Iteration 5Q: 3 clusters Score -1.49417e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -14945754.000000 Penalty: 5766.391602
	Iteration 6Q: 3 clusters Score -1.494575e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -14951356.000000 Penalty: 5766.391602
	Iteration 7F: 3 clusters Score -1.495136e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -14957578.000000 Penalty: 5766.391602
	Iteration 8F: 3 clusters Score -1.495758e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -14962689.000000 Penalty: 5766.391602
	Iteration 9F: 3 clusters Score -1.496269e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -14966011.000000 Penalty: 5766.391602
	Iteration 10Q: 3 clusters Score -1.496601e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -14967770.000000 Penalty: 5766.391602
	Iteration 11Q: 3 clusters Score -1.496777e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -14968794.000000 Penalty: 5766.391602
	Iteration 12Q: 3 clusters Score -1.496879e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -14969514.000000 Penalty: 5766.391602
	Iteration 13Q: 3 clusters Score -1.496951e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -14970111.000000 Penalty: 5766.391602
	Iteration 14Q: 3 clusters Score -1.497011e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -14970647.000000 Penalty: 5766.391602
	Iteration 15Q: 3 clusters Score -1.497065e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -14971030.000000 Penalty: 5766.391602
	Iteration 16Q: 3 clusters Score -1.497103e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -14971465.000000 Penalty: 5766.391602
	Iteration 17Q: 3 clusters Score -1.497146e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -14971765.000000 Penalty: 5766.391602
	Iteration 18Q: 3 clusters Score -1.497176e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -14971972.000000 Penalty: 5766.391602
	Iteration 19Q: 3 clusters Score -1.497197e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -14972281.000000 Penalty: 5766.391602
	Iteration 20F: 3 clusters Score -1.497228e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -14972568.000000 Penalty: 5766.391602
	Iteration 21Q: 3 clusters Score -1.497257e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -14972853.000000 Penalty: 5766.391602
	Iteration 22Q: 3 clusters Score -1.497285e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -14973126.000000 Penalty: 5766.391602
	Iteration 23Q: 3 clusters Score -1.497313e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -14973386.000000 Penalty: 5766.391602
	Iteration 24Q: 3 clusters Score -1.497339e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -14973624.000000 Penalty: 5766.391602
	Iteration 25Q: 3 clusters Score -1.497362e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -14973863.000000 Penalty: 5766.391602
	Iteration 26Q: 3 clusters Score -1.497386e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -14974210.000000 Penalty: 5766.391602
	Iteration 27Q: 3 clusters Score -1.497421e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -14974635.000000 Penalty: 5766.391602
	Iteration 28Q: 3 clusters Score -1.497464e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -14975030.000000 Penalty: 5766.391602
	Iteration 29Q: 3 clusters Score -1.497503e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -14975323.000000 Penalty: 5766.391602
	Iteration 30Q: 3 clusters Score -1.497532e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -14975636.000000 Penalty: 5766.391602
	Iteration 31Q: 3 clusters Score -1.497564e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -14975945.000000 Penalty: 5766.391602
	Iteration 32Q: 3 clusters Score -1.497594e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -14976220.000000 Penalty: 5766.391602
	Iteration 33Q: 3 clusters Score -1.497622e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -14976500.000000 Penalty: 5766.391602
	Iteration 34Q: 3 clusters Score -1.49765e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -14976706.000000 Penalty: 5766.391602
	Iteration 35Q: 3 clusters Score -1.497671e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -14976819.000000 Penalty: 5766.391602
	Iteration 36Q: 3 clusters Score -1.497682e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -14976889.000000 Penalty: 5766.391602
	Iteration 37Q: 3 clusters Score -1.497689e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -14976962.000000 Penalty: 5766.391602
	Iteration 38Q: 3 clusters Score -1.497696e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -14977066.000000 Penalty: 5766.391602
	Iteration 39Q: 3 clusters Score -1.497707e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -14977131.000000 Penalty: 5766.391602
	Iteration 40F: 3 clusters Score -1.497713e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -14977251.000000 Penalty: 5766.391602
	Iteration 41Q: 3 clusters Score -1.497725e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -14977293.000000 Penalty: 5766.391602
	Iteration 42Q: 3 clusters Score -1.497729e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -14977296.000000 Penalty: 5766.391602
	Iteration 43Q: 3 clusters Score -1.49773e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -14977345.000000 Penalty: 5766.391602
	Iteration 44Q: 3 clusters Score -1.497734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -14977393.000000 Penalty: 5766.391602
	Iteration 45Q: 3 clusters Score -1.497739e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -14977411.000000 Penalty: 5766.391602
	Iteration 46Q: 3 clusters Score -1.497741e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
Score: -14977404.000000 Penalty: 5766.391602
	Iteration 47Q: 3 clusters Score -1.49774e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -14977421.000000 Penalty: 5766.391602
	Iteration 48Q: 3 clusters Score -1.497742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -14977443.000000 Penalty: 5766.391602
	Iteration 49Q: 3 clusters Score -1.497744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -14977449.000000 Penalty: 5766.391602
	Iteration 50Q: 3 clusters Score -1.497745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -14977454.000000 Penalty: 5766.391602
	Iteration 51Q: 3 clusters Score -1.497745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -14977468.000000 Penalty: 5766.391602
	Iteration 52Q: 3 clusters Score -1.497747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -14977464.000000 Penalty: 5766.391602
	Iteration 53Q: 3 clusters Score -1.497746e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -14977463.000000 Penalty: 5766.391602
	Iteration 54Q: 3 clusters Score -1.497746e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -14977490.000000 Penalty: 5766.391602
	Iteration 55Q: 3 clusters Score -1.497749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -14977487.000000 Penalty: 5766.391602
	Iteration 56Q: 3 clusters Score -1.497749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -14977502.000000 Penalty: 5766.391602
	Iteration 57Q: 3 clusters Score -1.49775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -14977494.000000 Penalty: 5766.391602
	Iteration 58Q: 3 clusters Score -1.497749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -14977497.000000 Penalty: 5766.391602
	Iteration 59Q: 3 clusters Score -1.49775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -14977514.000000 Penalty: 5766.391602
	Iteration 60F: 3 clusters Score -1.497751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 108283 members 
Entering Unmasked Estep 
Score: -14977524.000000 Penalty: 5766.391602
	Iteration 61Q: 3 clusters Score -1.497752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -14977524.000000 Penalty: 5766.391602
	Iteration 62Q: 3 clusters Score -1.497752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -14977535.000000 Penalty: 5766.391602
	Iteration 63Q: 3 clusters Score -1.497754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -14977535.000000 Penalty: 5766.391602
	Iteration 64Q: 3 clusters Score -1.497754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 108332 members 
Entering Unmasked Estep 
Score: -14977526.000000 Penalty: 5766.391602
	Iteration 65Q: 3 clusters Score -1.497753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -14977529.000000 Penalty: 5766.391602
	Iteration 66Q: 3 clusters Score -1.497753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -14977539.000000 Penalty: 5766.391602
	Iteration 67Q: 3 clusters Score -1.497754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -14977533.000000 Penalty: 5766.391602
	Iteration 68Q: 3 clusters Score -1.497753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -14977535.000000 Penalty: 5766.391602
	Iteration 69Q: 3 clusters Score -1.497754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -14977529.000000 Penalty: 5766.391602
	Iteration 70Q: 3 clusters Score -1.497753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -14977531.000000 Penalty: 5766.391602
	Iteration 71Q: 3 clusters Score -1.497753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -14977540.000000 Penalty: 5766.391602
	Iteration 72Q: 3 clusters Score -1.497754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -14977535.000000 Penalty: 5766.391602
	Iteration 73Q: 3 clusters Score -1.497754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -14977542.000000 Penalty: 5766.391602
	Iteration 74Q: 3 clusters Score -1.497754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -14977541.000000 Penalty: 5766.391602
	Iteration 75Q: 3 clusters Score -1.497754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -14977553.000000 Penalty: 5766.391602
	Iteration 76Q: 3 clusters Score -1.497755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -14977556.000000 Penalty: 5766.391602
	Iteration 77Q: 3 clusters Score -1.497756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -14977568.000000 Penalty: 5766.391602
	Iteration 78Q: 3 clusters Score -1.497757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -14977573.000000 Penalty: 5766.391602
	Iteration 79Q: 3 clusters Score -1.497757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -14977576.000000 Penalty: 5766.391602
	Iteration 80F: 3 clusters Score -1.497758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -14977562.000000 Penalty: 5766.391602
	Iteration 81Q: 3 clusters Score -1.497756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -14977559.000000 Penalty: 5766.391602
	Iteration 82Q: 3 clusters Score -1.497756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -14977559.000000 Penalty: 5766.391602
	Iteration 83Q: 3 clusters Score -1.497756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -14977560.000000 Penalty: 5766.391602
	Iteration 84Q: 3 clusters Score -1.497756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -14977558.000000 Penalty: 5766.391602
	Iteration 85Q: 3 clusters Score -1.497756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -14977565.000000 Penalty: 5766.391602
	Iteration 86Q: 3 clusters Score -1.497756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -14977560.000000 Penalty: 5766.391602
	Iteration 87Q: 3 clusters Score -1.497756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -14977559.000000 Penalty: 5766.391602
	Iteration 88Q: 3 clusters Score -1.497756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -14977569.000000 Penalty: 5766.391602
	Iteration 89Q: 3 clusters Score -1.497757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -14977566.000000 Penalty: 5766.391602
	Iteration 90Q: 3 clusters Score -1.497757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -14977551.000000 Penalty: 5766.391602
	Iteration 91Q: 3 clusters Score -1.497755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -14977554.000000 Penalty: 5766.391602
	Iteration 92Q: 3 clusters Score -1.497755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -14977548.000000 Penalty: 5766.391602
	Iteration 93Q: 3 clusters Score -1.497755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -14977555.000000 Penalty: 5766.391602
	Iteration 94Q: 3 clusters Score -1.497756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -14977551.000000 Penalty: 5766.391602
	Iteration 95Q: 3 clusters Score -1.497755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -14977557.000000 Penalty: 5766.391602
	Iteration 96Q: 3 clusters Score -1.497756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -14977551.000000 Penalty: 5766.391602
	Iteration 97Q: 3 clusters Score -1.497755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -14977548.000000 Penalty: 5766.391602
	Iteration 98Q: 3 clusters Score -1.497755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -14977547.000000 Penalty: 5766.391602
	Iteration 99Q: 3 clusters Score -1.497755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -14977549.000000 Penalty: 5766.391602
	Iteration 100F: 3 clusters Score -1.497755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -14977558.000000 Penalty: 5766.391602
	Iteration 101Q: 3 clusters Score -1.497756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -14977548.000000 Penalty: 5766.391602
	Iteration 102Q: 3 clusters Score -1.497755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -14977553.000000 Penalty: 5766.391602
	Iteration 103Q: 3 clusters Score -1.497755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -14977556.000000 Penalty: 5766.391602
	Iteration 104Q: 3 clusters Score -1.497756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -14977576.000000 Penalty: 5766.391602
	Iteration 105Q: 3 clusters Score -1.497758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -14977561.000000 Penalty: 5766.391602
	Iteration 106Q: 3 clusters Score -1.497756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -14977558.000000 Penalty: 5766.391602
	Iteration 107Q: 3 clusters Score -1.497756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -14977567.000000 Penalty: 5766.391602
	Iteration 108Q: 3 clusters Score -1.497757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 108598 members 
Entering Unmasked Estep 
Score: -14977569.000000 Penalty: 5766.391602
	Iteration 109Q: 3 clusters Score -1.497757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 108598 members 
Entering Unmasked Estep 
Score: -14977571.000000 Penalty: 5766.391602
	Iteration 110Q: 3 clusters Score -1.497757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -14977561.000000 Penalty: 5766.391602
	Iteration 111Q: 3 clusters Score -1.497756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -14977565.000000 Penalty: 5766.391602
	Iteration 112Q: 3 clusters Score -1.497756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -14977562.000000 Penalty: 5766.391602
	Iteration 113Q: 3 clusters Score -1.497756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -14977564.000000 Penalty: 5766.391602
	Iteration 114Q: 3 clusters Score -1.497756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -14977568.000000 Penalty: 5766.391602
	Iteration 115Q: 3 clusters Score -1.497757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -14977568.000000 Penalty: 5766.391602
	Iteration 116Q: 3 clusters Score -1.497757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -14977558.000000 Penalty: 5766.391602
	Iteration 117Q: 3 clusters Score -1.497756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -14977558.000000 Penalty: 5766.391602
	Iteration 118F: 3 clusters Score -1.497756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161811.781250 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -161811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159823.296875 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -159823.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160274.375000 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -160274.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -160549.781250 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -160549.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -160860.296875 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -160860.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161113.015625 Penalty: 3551.394287
	Iteration 4F: 3 clusters Score -161113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161298.843750 Penalty: 3551.394287
	Iteration 5F: 3 clusters Score -161298.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161395.546875 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -161395.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -161430.640625 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -161430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -161445.437500 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -161445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -161451.500000 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -161451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -161456.234375 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -161456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -161469.671875 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -161469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -161473.031250 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -161473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161478.375000 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -161478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161482.531250 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -161482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161488.671875 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -161488.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161488.671875 Penalty: 3551.394287
	Iteration 16F: 3 clusters Score -161488.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Entering Unmasked Estep 
Score: -1822298.375000 Penalty: 2368.370117
	Iteration 0F: 2 clusters Score -1822298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1812229.750000 Penalty: 4736.740234
	Iteration 0F: 3 clusters Score -1812230 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1815655.375000 Penalty: 4736.740234
	Iteration 1F: 3 clusters Score -1815655 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1816488.750000 Penalty: 4736.740234
	Iteration 2F: 3 clusters Score -1816489 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1817328.625000 Penalty: 4736.740234
	Iteration 3F: 3 clusters Score -1817329 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1817986.000000 Penalty: 4736.740234
	Iteration 4F: 3 clusters Score -1817986 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1818464.250000 Penalty: 4736.740234
	Iteration 5F: 3 clusters Score -1818464 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1818767.500000 Penalty: 4736.740234
	Iteration 6Q: 3 clusters Score -1818768 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1818965.750000 Penalty: 4736.740234
	Iteration 7Q: 3 clusters Score -1818966 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1819147.375000 Penalty: 4736.740234
	Iteration 8Q: 3 clusters Score -1819147 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1819301.125000 Penalty: 4736.740234
	Iteration 9Q: 3 clusters Score -1819301 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1819448.250000 Penalty: 4736.740234
	Iteration 10Q: 3 clusters Score -1819448 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1819626.875000 Penalty: 4736.740234
	Iteration 11Q: 3 clusters Score -1819627 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1819842.125000 Penalty: 4736.740234
	Iteration 12Q: 3 clusters Score -1819842 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1820130.875000 Penalty: 4736.740234
	Iteration 13Q: 3 clusters Score -1820131 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1820578.625000 Penalty: 4736.740234
	Iteration 14Q: 3 clusters Score -1820579 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1821063.500000 Penalty: 4736.740234
	Iteration 15Q: 3 clusters Score -1821064 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1821379.000000 Penalty: 4736.740234
	Iteration 16Q: 3 clusters Score -1821379 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1821553.125000 Penalty: 4736.740234
	Iteration 17Q: 3 clusters Score -1821553 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1821673.000000 Penalty: 4736.740234
	Iteration 18Q: 3 clusters Score -1821673 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1821805.625000 Penalty: 4736.740234
	Iteration 19Q: 3 clusters Score -1821806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1821919.750000 Penalty: 4736.740234
	Iteration 20F: 3 clusters Score -1821920 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1822090.750000 Penalty: 4736.740234
	Iteration 21Q: 3 clusters Score -1822091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1822268.125000 Penalty: 4736.740234
	Iteration 22Q: 3 clusters Score -1822268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1822361.250000 Penalty: 4736.740234
	Iteration 23Q: 3 clusters Score -1822361 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1822390.000000 Penalty: 4736.740234
	Iteration 24Q: 3 clusters Score -1822390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1822400.625000 Penalty: 4736.740234
	Iteration 25Q: 3 clusters Score -1822401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1822404.750000 Penalty: 4736.740234
	Iteration 26Q: 3 clusters Score -1822405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1822403.000000 Penalty: 4736.740234
	Iteration 27Q: 3 clusters Score -1822403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1822403.875000 Penalty: 4736.740234
	Iteration 28Q: 3 clusters Score -1822404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1822407.000000 Penalty: 4736.740234
	Iteration 29Q: 3 clusters Score -1822407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1822407.000000 Penalty: 4736.740234
	Iteration 30F: 3 clusters Score -1822407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 224745 members 
Mstep: Class 7 contains 66925 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 96420 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 160316 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 111948 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 99473 members 
Mstep: Class 21 contains 16671 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129355 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 10298 members 
Mstep: Class 31 contains 17504 members 
Mstep: Class 32 contains 73376 members 
Mstep: Class 33 contains 9452 members 
Entering Unmasked Estep 
Score: -181098992.000000 Penalty: 115847.835938
Splitting cluster 16 changes total score from -181098400.000000 to -181098992.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -559040.312500 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -559040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -554856.875000 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -554856.9 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -555861.312500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -555861.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -556037.250000 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -556037.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -556141.937500 Penalty: 4164.828613
	Iteration 3Q: 3 clusters Score -556141.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556220.375000 Penalty: 4164.828613
	Iteration 4Q: 3 clusters Score -556220.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556272.937500 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -556272.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -556315.562500 Penalty: 4164.828613
	Iteration 6Q: 3 clusters Score -556315.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -556353.000000 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -556353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -556388.750000 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -556388.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -556429.062500 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -556429.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -556462.750000 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -556462.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -556503.687500 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -556503.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -556540.812500 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -556540.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -556571.562500 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -556571.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -556602.750000 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -556602.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -556626.062500 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -556626.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -556653.375000 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -556653.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -556681.500000 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -556681.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -556710.937500 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -556710.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -556743.625000 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -556743.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -556768.312500 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -556768.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -556791.437500 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -556791.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -556821.750000 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -556821.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -556853.250000 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -556853.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -556886.250000 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -556886.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556930.187500 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -556930.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -556968.875000 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -556968.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -557005.500000 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -557005.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -557038.062500 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -557038.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -557067.812500 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -557067.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -557097.750000 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -557097.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -557133.437500 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -557133.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -557168.375000 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -557168.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -557209.437500 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -557209.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -557253.562500 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -557253.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -557297.937500 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -557297.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -557329.500000 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -557329.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -557359.125000 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -557359.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -557384.750000 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -557384.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -557408.500000 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -557408.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -557430.562500 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -557430.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -557450.437500 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -557450.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -557469.562500 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -557469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -557483.437500 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -557483.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -557490.687500 Penalty: 4164.828613
	Iteration 44Q: 3 clusters Score -557490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -557499.125000 Penalty: 4164.828613
	Iteration 45Q: 3 clusters Score -557499.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -557507.375000 Penalty: 4164.828613
	Iteration 46Q: 3 clusters Score -557507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -557510.750000 Penalty: 4164.828613
	Iteration 47Q: 3 clusters Score -557510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -557516.062500 Penalty: 4164.828613
	Iteration 48Q: 3 clusters Score -557516.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -557516.937500 Penalty: 4164.828613
	Iteration 49Q: 3 clusters Score -557516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -557521.187500 Penalty: 4164.828613
	Iteration 50Q: 3 clusters Score -557521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -557523.500000 Penalty: 4164.828613
	Iteration 51Q: 3 clusters Score -557523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -557526.000000 Penalty: 4164.828613
	Iteration 52Q: 3 clusters Score -557526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -557527.312500 Penalty: 4164.828613
	Iteration 53Q: 3 clusters Score -557527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -557529.625000 Penalty: 4164.828613
	Iteration 54Q: 3 clusters Score -557529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -557529.625000 Penalty: 4164.828613
	Iteration 55F: 3 clusters Score -557529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -967599.375000 Penalty: 2207.065674
	Iteration 0F: 2 clusters Score -967599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -961571.000000 Penalty: 4414.131348
	Iteration 0F: 3 clusters Score -961571 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -963192.562500 Penalty: 4414.131348
	Iteration 1F: 3 clusters Score -963192.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -963479.437500 Penalty: 4414.131348
	Iteration 2F: 3 clusters Score -963479.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -963731.437500 Penalty: 4414.131348
	Iteration 3F: 3 clusters Score -963731.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -963935.125000 Penalty: 4414.131348
	Iteration 4F: 3 clusters Score -963935.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -964136.625000 Penalty: 4414.131348
	Iteration 5Q: 3 clusters Score -964136.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -964360.562500 Penalty: 4414.131348
	Iteration 6Q: 3 clusters Score -964360.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -964591.812500 Penalty: 4414.131348
	Iteration 7Q: 3 clusters Score -964591.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -964813.312500 Penalty: 4414.131348
	Iteration 8Q: 3 clusters Score -964813.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -965011.750000 Penalty: 4414.131348
	Iteration 9Q: 3 clusters Score -965011.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -965164.000000 Penalty: 4414.131348
	Iteration 10Q: 3 clusters Score -965164 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -965273.375000 Penalty: 4414.131348
	Iteration 11Q: 3 clusters Score -965273.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -965328.250000 Penalty: 4414.131348
	Iteration 12Q: 3 clusters Score -965328.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -965370.375000 Penalty: 4414.131348
	Iteration 13Q: 3 clusters Score -965370.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -965399.437500 Penalty: 4414.131348
	Iteration 14Q: 3 clusters Score -965399.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -965424.125000 Penalty: 4414.131348
	Iteration 15Q: 3 clusters Score -965424.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -965439.562500 Penalty: 4414.131348
	Iteration 16Q: 3 clusters Score -965439.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -965453.125000 Penalty: 4414.131348
	Iteration 17Q: 3 clusters Score -965453.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -965467.750000 Penalty: 4414.131348
	Iteration 18Q: 3 clusters Score -965467.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -965478.375000 Penalty: 4414.131348
	Iteration 19Q: 3 clusters Score -965478.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -965486.250000 Penalty: 4414.131348
	Iteration 20F: 3 clusters Score -965486.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -965492.937500 Penalty: 4414.131348
	Iteration 21Q: 3 clusters Score -965492.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -965499.687500 Penalty: 4414.131348
	Iteration 22Q: 3 clusters Score -965499.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -965508.937500 Penalty: 4414.131348
	Iteration 23Q: 3 clusters Score -965508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -965509.187500 Penalty: 4414.131348
	Iteration 24Q: 3 clusters Score -965509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -965517.000000 Penalty: 4414.131348
	Iteration 25Q: 3 clusters Score -965517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -965522.812500 Penalty: 4414.131348
	Iteration 26Q: 3 clusters Score -965522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -965529.437500 Penalty: 4414.131348
	Iteration 27Q: 3 clusters Score -965529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -965535.187500 Penalty: 4414.131348
	Iteration 28Q: 3 clusters Score -965535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -965541.750000 Penalty: 4414.131348
	Iteration 29Q: 3 clusters Score -965541.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -965542.437500 Penalty: 4414.131348
	Iteration 30Q: 3 clusters Score -965542.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -965551.125000 Penalty: 4414.131348
	Iteration 31Q: 3 clusters Score -965551.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -965551.750000 Penalty: 4414.131348
	Iteration 32Q: 3 clusters Score -965551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -965555.750000 Penalty: 4414.131348
	Iteration 33Q: 3 clusters Score -965555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -965557.375000 Penalty: 4414.131348
	Iteration 34Q: 3 clusters Score -965557.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -965559.125000 Penalty: 4414.131348
	Iteration 35Q: 3 clusters Score -965559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -965559.625000 Penalty: 4414.131348
	Iteration 36Q: 3 clusters Score -965559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -965560.562500 Penalty: 4414.131348
	Iteration 37Q: 3 clusters Score -965560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -965562.687500 Penalty: 4414.131348
	Iteration 38Q: 3 clusters Score -965562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -965565.750000 Penalty: 4414.131348
	Iteration 39Q: 3 clusters Score -965565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -965565.812500 Penalty: 4414.131348
	Iteration 40F: 3 clusters Score -965565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -965566.125000 Penalty: 4414.131348
	Iteration 41Q: 3 clusters Score -965566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -965569.750000 Penalty: 4414.131348
	Iteration 42Q: 3 clusters Score -965569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -965571.000000 Penalty: 4414.131348
	Iteration 43Q: 3 clusters Score -965571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -965572.750000 Penalty: 4414.131348
	Iteration 44Q: 3 clusters Score -965572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -965574.062500 Penalty: 4414.131348
	Iteration 45Q: 3 clusters Score -965574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -965575.812500 Penalty: 4414.131348
	Iteration 46Q: 3 clusters Score -965575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -965576.062500 Penalty: 4414.131348
	Iteration 47Q: 3 clusters Score -965576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -965575.375000 Penalty: 4414.131348
	Iteration 48Q: 3 clusters Score -965575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -965575.812500 Penalty: 4414.131348
	Iteration 49Q: 3 clusters Score -965575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -965579.437500 Penalty: 4414.131348
	Iteration 50Q: 3 clusters Score -965579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -965578.937500 Penalty: 4414.131348
	Iteration 51Q: 3 clusters Score -965578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -965578.937500 Penalty: 4414.131348
	Iteration 52F: 3 clusters Score -965578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1259472.000000 Penalty: 2277.070312
	Iteration 0F: 2 clusters Score -1259472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1251972.875000 Penalty: 4554.140625
	Iteration 0F: 3 clusters Score -1251973 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1254395.375000 Penalty: 4554.140625
	Iteration 1F: 3 clusters Score -1254395 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1254926.250000 Penalty: 4554.140625
	Iteration 2F: 3 clusters Score -1254926 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1255335.375000 Penalty: 4554.140625
	Iteration 3F: 3 clusters Score -1255335 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1255674.625000 Penalty: 4554.140625
	Iteration 4F: 3 clusters Score -1255675 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1255912.500000 Penalty: 4554.140625
	Iteration 5Q: 3 clusters Score -1255912 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1256074.125000 Penalty: 4554.140625
	Iteration 6Q: 3 clusters Score -1256074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1256195.750000 Penalty: 4554.140625
	Iteration 7Q: 3 clusters Score -1256196 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1256304.000000 Penalty: 4554.140625
	Iteration 8Q: 3 clusters Score -1256304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1256402.625000 Penalty: 4554.140625
	Iteration 9Q: 3 clusters Score -1256403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1256480.750000 Penalty: 4554.140625
	Iteration 10Q: 3 clusters Score -1256481 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1256564.875000 Penalty: 4554.140625
	Iteration 11Q: 3 clusters Score -1256565 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1256650.000000 Penalty: 4554.140625
	Iteration 12Q: 3 clusters Score -1256650 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1256756.750000 Penalty: 4554.140625
	Iteration 13Q: 3 clusters Score -1256757 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1256866.750000 Penalty: 4554.140625
	Iteration 14Q: 3 clusters Score -1256867 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1256967.750000 Penalty: 4554.140625
	Iteration 15Q: 3 clusters Score -1256968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1257071.250000 Penalty: 4554.140625
	Iteration 16Q: 3 clusters Score -1257071 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1257179.625000 Penalty: 4554.140625
	Iteration 17Q: 3 clusters Score -1257180 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1257305.875000 Penalty: 4554.140625
	Iteration 18Q: 3 clusters Score -1257306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1257421.375000 Penalty: 4554.140625
	Iteration 19Q: 3 clusters Score -1257421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1257549.250000 Penalty: 4554.140625
	Iteration 20F: 3 clusters Score -1257549 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1257674.875000 Penalty: 4554.140625
	Iteration 21Q: 3 clusters Score -1257675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1257776.750000 Penalty: 4554.140625
	Iteration 22Q: 3 clusters Score -1257777 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1257879.625000 Penalty: 4554.140625
	Iteration 23Q: 3 clusters Score -1257880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1257946.500000 Penalty: 4554.140625
	Iteration 24Q: 3 clusters Score -1257946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1257993.125000 Penalty: 4554.140625
	Iteration 25Q: 3 clusters Score -1257993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1258029.000000 Penalty: 4554.140625
	Iteration 26Q: 3 clusters Score -1258029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1258057.750000 Penalty: 4554.140625
	Iteration 27Q: 3 clusters Score -1258058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1258084.125000 Penalty: 4554.140625
	Iteration 28Q: 3 clusters Score -1258084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1258105.250000 Penalty: 4554.140625
	Iteration 29Q: 3 clusters Score -1258105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1258126.250000 Penalty: 4554.140625
	Iteration 30Q: 3 clusters Score -1258126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1258139.000000 Penalty: 4554.140625
	Iteration 31Q: 3 clusters Score -1258139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1258153.750000 Penalty: 4554.140625
	Iteration 32Q: 3 clusters Score -1258154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1258172.500000 Penalty: 4554.140625
	Iteration 33Q: 3 clusters Score -1258172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1258191.125000 Penalty: 4554.140625
	Iteration 34Q: 3 clusters Score -1258191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1258201.250000 Penalty: 4554.140625
	Iteration 35Q: 3 clusters Score -1258201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1258203.500000 Penalty: 4554.140625
	Iteration 36Q: 3 clusters Score -1258204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1258209.500000 Penalty: 4554.140625
	Iteration 37Q: 3 clusters Score -1258210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1258212.875000 Penalty: 4554.140625
	Iteration 38Q: 3 clusters Score -1258213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1258215.625000 Penalty: 4554.140625
	Iteration 39Q: 3 clusters Score -1258216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1258215.625000 Penalty: 4554.140625
	Iteration 40F: 3 clusters Score -1258216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1258216.750000 Penalty: 4554.140625
	Iteration 41Q: 3 clusters Score -1258217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1258217.625000 Penalty: 4554.140625
	Iteration 42Q: 3 clusters Score -1258218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1258216.750000 Penalty: 4554.140625
	Iteration 43Q: 3 clusters Score -1258217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1258216.750000 Penalty: 4554.140625
	Iteration 44F: 3 clusters Score -1258217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Entering Unmasked Estep 
Score: -13257117.000000 Penalty: 2853.895264
	Iteration 0F: 2 clusters Score -1.325712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -13190613.000000 Penalty: 5707.790527
	Iteration 0F: 3 clusters Score -1.319061e+07 nChanged 47215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -13217686.000000 Penalty: 5707.790527
	Iteration 1F: 3 clusters Score -1.321769e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -13218685.000000 Penalty: 5707.790527
	Iteration 2Q: 3 clusters Score -1.321868e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -13220172.000000 Penalty: 5707.790527
	Iteration 3Q: 3 clusters Score -1.322017e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -13222414.000000 Penalty: 5707.790527
	Iteration 4Q: 3 clusters Score -1.322241e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -13225747.000000 Penalty: 5707.790527
	Iteration 5F: 3 clusters Score -1.322575e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -13230661.000000 Penalty: 5707.790527
	Iteration 6F: 3 clusters Score -1.323066e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -13236886.000000 Penalty: 5707.790527
	Iteration 7F: 3 clusters Score -1.323689e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -13243309.000000 Penalty: 5707.790527
	Iteration 8F: 3 clusters Score -1.324331e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -13248733.000000 Penalty: 5707.790527
	Iteration 9Q: 3 clusters Score -1.324873e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -13251969.000000 Penalty: 5707.790527
	Iteration 10Q: 3 clusters Score -1.325197e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -13253485.000000 Penalty: 5707.790527
	Iteration 11Q: 3 clusters Score -1.325348e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -13254266.000000 Penalty: 5707.790527
	Iteration 12Q: 3 clusters Score -1.325427e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -13254759.000000 Penalty: 5707.790527
	Iteration 13Q: 3 clusters Score -1.325476e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -13255071.000000 Penalty: 5707.790527
	Iteration 14Q: 3 clusters Score -1.325507e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -13255303.000000 Penalty: 5707.790527
	Iteration 15Q: 3 clusters Score -1.32553e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -13255463.000000 Penalty: 5707.790527
	Iteration 16Q: 3 clusters Score -1.325546e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -13255571.000000 Penalty: 5707.790527
	Iteration 17Q: 3 clusters Score -1.325557e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -13255696.000000 Penalty: 5707.790527
	Iteration 18Q: 3 clusters Score -1.32557e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -13255749.000000 Penalty: 5707.790527
	Iteration 19Q: 3 clusters Score -1.325575e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -13255861.000000 Penalty: 5707.790527
	Iteration 20F: 3 clusters Score -1.325586e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -13255892.000000 Penalty: 5707.790527
	Iteration 21Q: 3 clusters Score -1.325589e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 92643 members 
Entering Unmasked Estep 
Score: -13255956.000000 Penalty: 5707.790527
	Iteration 22Q: 3 clusters Score -1.325596e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -13256020.000000 Penalty: 5707.790527
	Iteration 23Q: 3 clusters Score -1.325602e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -13256047.000000 Penalty: 5707.790527
	Iteration 24Q: 3 clusters Score -1.325605e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -13256051.000000 Penalty: 5707.790527
	Iteration 25Q: 3 clusters Score -1.325605e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -13256052.000000 Penalty: 5707.790527
	Iteration 26Q: 3 clusters Score -1.325605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -13256060.000000 Penalty: 5707.790527
	Iteration 27Q: 3 clusters Score -1.325606e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -13256046.000000 Penalty: 5707.790527
	Iteration 28Q: 3 clusters Score -1.325605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -13256063.000000 Penalty: 5707.790527
	Iteration 29Q: 3 clusters Score -1.325606e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -13256089.000000 Penalty: 5707.790527
	Iteration 30Q: 3 clusters Score -1.325609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -13256095.000000 Penalty: 5707.790527
	Iteration 31Q: 3 clusters Score -1.32561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -13256102.000000 Penalty: 5707.790527
	Iteration 32Q: 3 clusters Score -1.32561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -13256099.000000 Penalty: 5707.790527
	Iteration 33Q: 3 clusters Score -1.32561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -13256102.000000 Penalty: 5707.790527
	Iteration 34Q: 3 clusters Score -1.32561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -13256119.000000 Penalty: 5707.790527
	Iteration 35Q: 3 clusters Score -1.325612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -13256117.000000 Penalty: 5707.790527
	Iteration 36Q: 3 clusters Score -1.325612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -13256121.000000 Penalty: 5707.790527
	Iteration 37Q: 3 clusters Score -1.325612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -13256121.000000 Penalty: 5707.790527
	Iteration 38Q: 3 clusters Score -1.325612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -13256134.000000 Penalty: 5707.790527
	Iteration 39Q: 3 clusters Score -1.325613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -13256156.000000 Penalty: 5707.790527
	Iteration 40F: 3 clusters Score -1.325616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -13256153.000000 Penalty: 5707.790527
	Iteration 41Q: 3 clusters Score -1.325615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -13256149.000000 Penalty: 5707.790527
	Iteration 42Q: 3 clusters Score -1.325615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -13256152.000000 Penalty: 5707.790527
	Iteration 43Q: 3 clusters Score -1.325615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -13256148.000000 Penalty: 5707.790527
	Iteration 44Q: 3 clusters Score -1.325615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -13256165.000000 Penalty: 5707.790527
	Iteration 45Q: 3 clusters Score -1.325616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -13256164.000000 Penalty: 5707.790527
	Iteration 46Q: 3 clusters Score -1.325616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -13256173.000000 Penalty: 5707.790527
	Iteration 47Q: 3 clusters Score -1.325617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -13256169.000000 Penalty: 5707.790527
	Iteration 48Q: 3 clusters Score -1.325617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -13256174.000000 Penalty: 5707.790527
	Iteration 49Q: 3 clusters Score -1.325617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -13256180.000000 Penalty: 5707.790527
	Iteration 50Q: 3 clusters Score -1.325618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -13256180.000000 Penalty: 5707.790527
	Iteration 51Q: 3 clusters Score -1.325618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -13256187.000000 Penalty: 5707.790527
	Iteration 52Q: 3 clusters Score -1.325619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -13256191.000000 Penalty: 5707.790527
	Iteration 53Q: 3 clusters Score -1.325619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -13256189.000000 Penalty: 5707.790527
	Iteration 54Q: 3 clusters Score -1.325619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -13256201.000000 Penalty: 5707.790527
	Iteration 55Q: 3 clusters Score -1.32562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -13256201.000000 Penalty: 5707.790527
	Iteration 56Q: 3 clusters Score -1.32562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -13256195.000000 Penalty: 5707.790527
	Iteration 57Q: 3 clusters Score -1.32562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -13256194.000000 Penalty: 5707.790527
	Iteration 58Q: 3 clusters Score -1.325619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 94102 members 
Entering Unmasked Estep 
Score: -13256203.000000 Penalty: 5707.790527
	Iteration 59Q: 3 clusters Score -1.32562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -13256219.000000 Penalty: 5707.790527
	Iteration 60F: 3 clusters Score -1.325622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -13256214.000000 Penalty: 5707.790527
	Iteration 61Q: 3 clusters Score -1.325621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -13256225.000000 Penalty: 5707.790527
	Iteration 62Q: 3 clusters Score -1.325622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -13256218.000000 Penalty: 5707.790527
	Iteration 63Q: 3 clusters Score -1.325622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -13256212.000000 Penalty: 5707.790527
	Iteration 64Q: 3 clusters Score -1.325621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -13256214.000000 Penalty: 5707.790527
	Iteration 65Q: 3 clusters Score -1.325621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -13256226.000000 Penalty: 5707.790527
	Iteration 66Q: 3 clusters Score -1.325623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -13256214.000000 Penalty: 5707.790527
	Iteration 67Q: 3 clusters Score -1.325621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -13256207.000000 Penalty: 5707.790527
	Iteration 68Q: 3 clusters Score -1.325621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -13256217.000000 Penalty: 5707.790527
	Iteration 69Q: 3 clusters Score -1.325622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -13256220.000000 Penalty: 5707.790527
	Iteration 70Q: 3 clusters Score -1.325622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -13256217.000000 Penalty: 5707.790527
	Iteration 71Q: 3 clusters Score -1.325622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -13256222.000000 Penalty: 5707.790527
	Iteration 72Q: 3 clusters Score -1.325622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -13256241.000000 Penalty: 5707.790527
	Iteration 73Q: 3 clusters Score -1.325624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -13256233.000000 Penalty: 5707.790527
	Iteration 74Q: 3 clusters Score -1.325623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -13256229.000000 Penalty: 5707.790527
	Iteration 75Q: 3 clusters Score -1.325623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -13256227.000000 Penalty: 5707.790527
	Iteration 76Q: 3 clusters Score -1.325623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -13256236.000000 Penalty: 5707.790527
	Iteration 77Q: 3 clusters Score -1.325624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -13256233.000000 Penalty: 5707.790527
	Iteration 78Q: 3 clusters Score -1.325623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -13256245.000000 Penalty: 5707.790527
	Iteration 79Q: 3 clusters Score -1.325624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -13256249.000000 Penalty: 5707.790527
	Iteration 80F: 3 clusters Score -1.325625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -13256240.000000 Penalty: 5707.790527
	Iteration 81Q: 3 clusters Score -1.325624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -13256235.000000 Penalty: 5707.790527
	Iteration 82Q: 3 clusters Score -1.325624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -13256241.000000 Penalty: 5707.790527
	Iteration 83Q: 3 clusters Score -1.325624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -13256235.000000 Penalty: 5707.790527
	Iteration 84Q: 3 clusters Score -1.325624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -13256250.000000 Penalty: 5707.790527
	Iteration 85Q: 3 clusters Score -1.325625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13256248.000000 Penalty: 5707.790527
	Iteration 86Q: 3 clusters Score -1.325625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13256245.000000 Penalty: 5707.790527
	Iteration 87Q: 3 clusters Score -1.325624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13256245.000000 Penalty: 5707.790527
	Iteration 88F: 3 clusters Score -1.325624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Entering Unmasked Estep 
Score: -2174067.250000 Penalty: 2410.913574
	Iteration 0F: 2 clusters Score -2174067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2162228.250000 Penalty: 4821.827148
	Iteration 0F: 3 clusters Score -2162228 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2166229.750000 Penalty: 4821.827148
	Iteration 1F: 3 clusters Score -2166230 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2167121.750000 Penalty: 4821.827148
	Iteration 2F: 3 clusters Score -2167122 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2168269.000000 Penalty: 4821.827148
	Iteration 3F: 3 clusters Score -2168269 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2169522.250000 Penalty: 4821.827148
	Iteration 4F: 3 clusters Score -2169522 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2170483.000000 Penalty: 4821.827148
	Iteration 5F: 3 clusters Score -2170483 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2171105.250000 Penalty: 4821.827148
	Iteration 6F: 3 clusters Score -2171105 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2171419.750000 Penalty: 4821.827148
	Iteration 7Q: 3 clusters Score -2171420 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2171579.500000 Penalty: 4821.827148
	Iteration 8Q: 3 clusters Score -2171580 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2171650.000000 Penalty: 4821.827148
	Iteration 9Q: 3 clusters Score -2171650 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2171691.000000 Penalty: 4821.827148
	Iteration 10Q: 3 clusters Score -2171691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2171724.500000 Penalty: 4821.827148
	Iteration 11Q: 3 clusters Score -2171724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2171743.000000 Penalty: 4821.827148
	Iteration 12Q: 3 clusters Score -2171743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2171752.250000 Penalty: 4821.827148
	Iteration 13Q: 3 clusters Score -2171752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2171761.500000 Penalty: 4821.827148
	Iteration 14Q: 3 clusters Score -2171762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2171759.750000 Penalty: 4821.827148
	Iteration 15Q: 3 clusters Score -2171760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2171765.500000 Penalty: 4821.827148
	Iteration 16Q: 3 clusters Score -2171766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2171770.750000 Penalty: 4821.827148
	Iteration 17Q: 3 clusters Score -2171771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2171776.750000 Penalty: 4821.827148
	Iteration 18Q: 3 clusters Score -2171777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2171780.000000 Penalty: 4821.827148
	Iteration 19Q: 3 clusters Score -2171780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2171775.500000 Penalty: 4821.827148
	Iteration 20F: 3 clusters Score -2171776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2171779.750000 Penalty: 4821.827148
	Iteration 21Q: 3 clusters Score -2171780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2171776.750000 Penalty: 4821.827148
	Iteration 22Q: 3 clusters Score -2171777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2171781.750000 Penalty: 4821.827148
	Iteration 23Q: 3 clusters Score -2171782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2171779.250000 Penalty: 4821.827148
	Iteration 24Q: 3 clusters Score -2171779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2171784.750000 Penalty: 4821.827148
	Iteration 25Q: 3 clusters Score -2171785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2171788.500000 Penalty: 4821.827148
	Iteration 26Q: 3 clusters Score -2171788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2171788.750000 Penalty: 4821.827148
	Iteration 27Q: 3 clusters Score -2171789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2171788.250000 Penalty: 4821.827148
	Iteration 28Q: 3 clusters Score -2171788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2171789.500000 Penalty: 4821.827148
	Iteration 29Q: 3 clusters Score -2171790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2171789.500000 Penalty: 4821.827148
	Iteration 30Q: 3 clusters Score -2171790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2171798.750000 Penalty: 4821.827148
	Iteration 31Q: 3 clusters Score -2171799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2171798.750000 Penalty: 4821.827148
	Iteration 32Q: 3 clusters Score -2171799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2171798.000000 Penalty: 4821.827148
	Iteration 33Q: 3 clusters Score -2171798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2171800.000000 Penalty: 4821.827148
	Iteration 34Q: 3 clusters Score -2171800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2171805.000000 Penalty: 4821.827148
	Iteration 35Q: 3 clusters Score -2171805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2171806.000000 Penalty: 4821.827148
	Iteration 36Q: 3 clusters Score -2171806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2171805.500000 Penalty: 4821.827148
	Iteration 37Q: 3 clusters Score -2171806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2171799.500000 Penalty: 4821.827148
	Iteration 38Q: 3 clusters Score -2171800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2171798.750000 Penalty: 4821.827148
	Iteration 39Q: 3 clusters Score -2171799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2171806.250000 Penalty: 4821.827148
	Iteration 40F: 3 clusters Score -2171806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2171807.500000 Penalty: 4821.827148
	Iteration 41Q: 3 clusters Score -2171808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2171804.000000 Penalty: 4821.827148
	Iteration 42Q: 3 clusters Score -2171804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2171808.500000 Penalty: 4821.827148
	Iteration 43Q: 3 clusters Score -2171808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2171811.000000 Penalty: 4821.827148
	Iteration 44Q: 3 clusters Score -2171811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2171813.250000 Penalty: 4821.827148
	Iteration 45Q: 3 clusters Score -2171813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2171816.000000 Penalty: 4821.827148
	Iteration 46Q: 3 clusters Score -2171816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2171811.000000 Penalty: 4821.827148
	Iteration 47Q: 3 clusters Score -2171811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2171816.000000 Penalty: 4821.827148
	Iteration 48Q: 3 clusters Score -2171816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2171814.250000 Penalty: 4821.827148
	Iteration 49Q: 3 clusters Score -2171814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2171815.750000 Penalty: 4821.827148
	Iteration 50Q: 3 clusters Score -2171816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2171816.000000 Penalty: 4821.827148
	Iteration 51Q: 3 clusters Score -2171816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2171819.000000 Penalty: 4821.827148
	Iteration 52Q: 3 clusters Score -2171819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2171819.750000 Penalty: 4821.827148
	Iteration 53Q: 3 clusters Score -2171820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2171815.000000 Penalty: 4821.827148
	Iteration 54Q: 3 clusters Score -2171815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2171818.000000 Penalty: 4821.827148
	Iteration 55Q: 3 clusters Score -2171818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2171820.750000 Penalty: 4821.827148
	Iteration 56Q: 3 clusters Score -2171821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2171823.000000 Penalty: 4821.827148
	Iteration 57Q: 3 clusters Score -2171823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2171820.750000 Penalty: 4821.827148
	Iteration 58Q: 3 clusters Score -2171821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2171825.250000 Penalty: 4821.827148
	Iteration 59Q: 3 clusters Score -2171825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2171827.500000 Penalty: 4821.827148
	Iteration 60F: 3 clusters Score -2171828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2171828.250000 Penalty: 4821.827148
	Iteration 61Q: 3 clusters Score -2171828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2171824.750000 Penalty: 4821.827148
	Iteration 62Q: 3 clusters Score -2171825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2171828.500000 Penalty: 4821.827148
	Iteration 63Q: 3 clusters Score -2171828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2171827.250000 Penalty: 4821.827148
	Iteration 64Q: 3 clusters Score -2171827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2171826.500000 Penalty: 4821.827148
	Iteration 65Q: 3 clusters Score -2171826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2171828.250000 Penalty: 4821.827148
	Iteration 66Q: 3 clusters Score -2171828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2171830.250000 Penalty: 4821.827148
	Iteration 67Q: 3 clusters Score -2171830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2171825.750000 Penalty: 4821.827148
	Iteration 68Q: 3 clusters Score -2171826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2171827.000000 Penalty: 4821.827148
	Iteration 69Q: 3 clusters Score -2171827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2171828.250000 Penalty: 4821.827148
	Iteration 70Q: 3 clusters Score -2171828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2171826.500000 Penalty: 4821.827148
	Iteration 71Q: 3 clusters Score -2171826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2171825.750000 Penalty: 4821.827148
	Iteration 72Q: 3 clusters Score -2171826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2171826.000000 Penalty: 4821.827148
	Iteration 73Q: 3 clusters Score -2171826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2171826.000000 Penalty: 4821.827148
	Iteration 74F: 3 clusters Score -2171826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -453054.250000 Penalty: 2031.070190
	Iteration 0F: 2 clusters Score -453054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -449442.343750 Penalty: 4062.140381
	Iteration 0F: 3 clusters Score -449442.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -450283.093750 Penalty: 4062.140381
	Iteration 1F: 3 clusters Score -450283.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -450539.343750 Penalty: 4062.140381
	Iteration 2F: 3 clusters Score -450539.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -450723.750000 Penalty: 4062.140381
	Iteration 3F: 3 clusters Score -450723.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -450879.906250 Penalty: 4062.140381
	Iteration 4Q: 3 clusters Score -450879.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -451041.468750 Penalty: 4062.140381
	Iteration 5Q: 3 clusters Score -451041.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -451153.968750 Penalty: 4062.140381
	Iteration 6Q: 3 clusters Score -451154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -451239.031250 Penalty: 4062.140381
	Iteration 7Q: 3 clusters Score -451239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -451309.843750 Penalty: 4062.140381
	Iteration 8Q: 3 clusters Score -451309.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -451357.093750 Penalty: 4062.140381
	Iteration 9Q: 3 clusters Score -451357.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -451401.312500 Penalty: 4062.140381
	Iteration 10Q: 3 clusters Score -451401.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -451438.593750 Penalty: 4062.140381
	Iteration 11Q: 3 clusters Score -451438.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451465.000000 Penalty: 4062.140381
	Iteration 12Q: 3 clusters Score -451465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -451484.937500 Penalty: 4062.140381
	Iteration 13Q: 3 clusters Score -451484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -451497.406250 Penalty: 4062.140381
	Iteration 14Q: 3 clusters Score -451497.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -451512.750000 Penalty: 4062.140381
	Iteration 15Q: 3 clusters Score -451512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -451519.687500 Penalty: 4062.140381
	Iteration 16Q: 3 clusters Score -451519.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -451525.000000 Penalty: 4062.140381
	Iteration 17Q: 3 clusters Score -451525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -451528.312500 Penalty: 4062.140381
	Iteration 18Q: 3 clusters Score -451528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -451528.718750 Penalty: 4062.140381
	Iteration 19Q: 3 clusters Score -451528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -451528.250000 Penalty: 4062.140381
	Iteration 20F: 3 clusters Score -451528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -451529.437500 Penalty: 4062.140381
	Iteration 21Q: 3 clusters Score -451529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -451530.062500 Penalty: 4062.140381
	Iteration 22Q: 3 clusters Score -451530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -451530.718750 Penalty: 4062.140381
	Iteration 23Q: 3 clusters Score -451530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -451530.125000 Penalty: 4062.140381
	Iteration 24Q: 3 clusters Score -451530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -451532.187500 Penalty: 4062.140381
	Iteration 25Q: 3 clusters Score -451532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -451532.968750 Penalty: 4062.140381
	Iteration 26Q: 3 clusters Score -451533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -451532.968750 Penalty: 4062.140381
	Iteration 27Q: 3 clusters Score -451533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -451533.781250 Penalty: 4062.140381
	Iteration 28Q: 3 clusters Score -451533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -451535.343750 Penalty: 4062.140381
	Iteration 29Q: 3 clusters Score -451535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -451535.531250 Penalty: 4062.140381
	Iteration 30Q: 3 clusters Score -451535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -451535.531250 Penalty: 4062.140381
	Iteration 31F: 3 clusters Score -451535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -463648.031250 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -463648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -459893.250000 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -459893.2 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -460804.750000 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -460804.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -461023.593750 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -461023.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -461185.781250 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -461185.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -461332.968750 Penalty: 4085.658691
	Iteration 4Q: 3 clusters Score -461333 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -461448.656250 Penalty: 4085.658691
	Iteration 5Q: 3 clusters Score -461448.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -461537.437500 Penalty: 4085.658691
	Iteration 6Q: 3 clusters Score -461537.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -461629.781250 Penalty: 4085.658691
	Iteration 7Q: 3 clusters Score -461629.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -461730.312500 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -461730.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -461843.375000 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -461843.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -461967.750000 Penalty: 4085.658691
	Iteration 10Q: 3 clusters Score -461967.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -462118.375000 Penalty: 4085.658691
	Iteration 11Q: 3 clusters Score -462118.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -462232.812500 Penalty: 4085.658691
	Iteration 12Q: 3 clusters Score -462232.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -462356.812500 Penalty: 4085.658691
	Iteration 13Q: 3 clusters Score -462356.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -462463.937500 Penalty: 4085.658691
	Iteration 14Q: 3 clusters Score -462463.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -462555.937500 Penalty: 4085.658691
	Iteration 15Q: 3 clusters Score -462555.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -462628.093750 Penalty: 4085.658691
	Iteration 16Q: 3 clusters Score -462628.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -462688.843750 Penalty: 4085.658691
	Iteration 17Q: 3 clusters Score -462688.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -462750.750000 Penalty: 4085.658691
	Iteration 18Q: 3 clusters Score -462750.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -462790.406250 Penalty: 4085.658691
	Iteration 19Q: 3 clusters Score -462790.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -462815.125000 Penalty: 4085.658691
	Iteration 20F: 3 clusters Score -462815.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -462840.906250 Penalty: 4085.658691
	Iteration 21Q: 3 clusters Score -462840.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -462851.312500 Penalty: 4085.658691
	Iteration 22Q: 3 clusters Score -462851.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -462862.000000 Penalty: 4085.658691
	Iteration 23Q: 3 clusters Score -462862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -462872.687500 Penalty: 4085.658691
	Iteration 24Q: 3 clusters Score -462872.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -462881.687500 Penalty: 4085.658691
	Iteration 25Q: 3 clusters Score -462881.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -462890.281250 Penalty: 4085.658691
	Iteration 26Q: 3 clusters Score -462890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -462897.093750 Penalty: 4085.658691
	Iteration 27Q: 3 clusters Score -462897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -462914.781250 Penalty: 4085.658691
	Iteration 28Q: 3 clusters Score -462914.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -462927.968750 Penalty: 4085.658691
	Iteration 29Q: 3 clusters Score -462928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -462935.156250 Penalty: 4085.658691
	Iteration 30Q: 3 clusters Score -462935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -462942.593750 Penalty: 4085.658691
	Iteration 31Q: 3 clusters Score -462942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -462953.843750 Penalty: 4085.658691
	Iteration 32Q: 3 clusters Score -462953.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -462958.125000 Penalty: 4085.658691
	Iteration 33Q: 3 clusters Score -462958.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -462967.406250 Penalty: 4085.658691
	Iteration 34Q: 3 clusters Score -462967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -462971.562500 Penalty: 4085.658691
	Iteration 35Q: 3 clusters Score -462971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -462977.312500 Penalty: 4085.658691
	Iteration 36Q: 3 clusters Score -462977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -462982.000000 Penalty: 4085.658691
	Iteration 37Q: 3 clusters Score -462982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -462988.187500 Penalty: 4085.658691
	Iteration 38Q: 3 clusters Score -462988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -462992.656250 Penalty: 4085.658691
	Iteration 39Q: 3 clusters Score -462992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -462996.531250 Penalty: 4085.658691
	Iteration 40F: 3 clusters Score -462996.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -463002.968750 Penalty: 4085.658691
	Iteration 41Q: 3 clusters Score -463003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -463004.062500 Penalty: 4085.658691
	Iteration 42Q: 3 clusters Score -463004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -463004.968750 Penalty: 4085.658691
	Iteration 43Q: 3 clusters Score -463005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -463005.625000 Penalty: 4085.658691
	Iteration 44Q: 3 clusters Score -463005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -463005.625000 Penalty: 4085.658691
	Iteration 45F: 3 clusters Score -463005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -163642.703125 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163642.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -164196.312500 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164196.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -164538.906250 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164538.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -165041.421875 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165041.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165674.281250 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165674.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166219.125000 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -166219.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -166443.046875 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -166443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166512.078125 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -166512.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166537.250000 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166544.953125 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166547.187500 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -166547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166547.937500 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -166547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166550.453125 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -166550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166551.812500 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -166551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166551.812500 Penalty: 3572.150391
	Iteration 14F: 3 clusters Score -166551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 224745 members 
Mstep: Class 7 contains 66925 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 96420 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 160316 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 111948 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 99473 members 
Mstep: Class 21 contains 16671 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 129355 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 10298 members 
Mstep: Class 31 contains 17504 members 
Mstep: Class 32 contains 73376 members 
Mstep: Class 33 contains 9452 members 
Mstep: Class 34 contains 485 members 
Entering Unmasked Estep 
Score: -181098192.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181098400.000000 to -181098192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (129355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Entering Unmasked Estep 
Score: -16139146.000000 Penalty: 2919.038330
	Iteration 0F: 2 clusters Score -1.613915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -16052689.000000 Penalty: 5838.076660
	Iteration 0F: 3 clusters Score -1.605269e+07 nChanged 61583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -16088512.000000 Penalty: 5838.076660
	Iteration 1F: 3 clusters Score -1.608851e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -16090210.000000 Penalty: 5838.076660
	Iteration 2Q: 3 clusters Score -1.609021e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -16092461.000000 Penalty: 5838.076660
	Iteration 3Q: 3 clusters Score -1.609246e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -16095685.000000 Penalty: 5838.076660
	Iteration 4F: 3 clusters Score -1.609568e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -16099944.000000 Penalty: 5838.076660
	Iteration 5F: 3 clusters Score -1.609994e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -16105719.000000 Penalty: 5838.076660
	Iteration 6F: 3 clusters Score -1.610572e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -16112265.000000 Penalty: 5838.076660
	Iteration 7F: 3 clusters Score -1.611226e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -16118517.000000 Penalty: 5838.076660
	Iteration 8F: 3 clusters Score -1.611852e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -16122688.000000 Penalty: 5838.076660
	Iteration 9Q: 3 clusters Score -1.612269e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -16124823.000000 Penalty: 5838.076660
	Iteration 10Q: 3 clusters Score -1.612482e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -16126207.000000 Penalty: 5838.076660
	Iteration 11Q: 3 clusters Score -1.612621e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -16127187.000000 Penalty: 5838.076660
	Iteration 12Q: 3 clusters Score -1.612719e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -16128077.000000 Penalty: 5838.076660
	Iteration 13Q: 3 clusters Score -1.612808e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -16129027.000000 Penalty: 5838.076660
	Iteration 14Q: 3 clusters Score -1.612903e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -16129926.000000 Penalty: 5838.076660
	Iteration 15Q: 3 clusters Score -1.612993e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 112022 members 
Entering Unmasked Estep 
Score: -16130794.000000 Penalty: 5838.076660
	Iteration 16Q: 3 clusters Score -1.613079e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -16131762.000000 Penalty: 5838.076660
	Iteration 17Q: 3 clusters Score -1.613176e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -16132519.000000 Penalty: 5838.076660
	Iteration 18Q: 3 clusters Score -1.613252e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -16133192.000000 Penalty: 5838.076660
	Iteration 19Q: 3 clusters Score -1.613319e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -16133749.000000 Penalty: 5838.076660
	Iteration 20F: 3 clusters Score -1.613375e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -16134294.000000 Penalty: 5838.076660
	Iteration 21Q: 3 clusters Score -1.613429e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -16134734.000000 Penalty: 5838.076660
	Iteration 22Q: 3 clusters Score -1.613473e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -16135164.000000 Penalty: 5838.076660
	Iteration 23Q: 3 clusters Score -1.613516e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -16135495.000000 Penalty: 5838.076660
	Iteration 24Q: 3 clusters Score -1.61355e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -16135678.000000 Penalty: 5838.076660
	Iteration 25Q: 3 clusters Score -1.613568e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 122387 members 
Entering Unmasked Estep 
Score: -16135791.000000 Penalty: 5838.076660
	Iteration 26Q: 3 clusters Score -1.613579e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -16135882.000000 Penalty: 5838.076660
	Iteration 27Q: 3 clusters Score -1.613588e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -16135979.000000 Penalty: 5838.076660
	Iteration 28Q: 3 clusters Score -1.613598e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -16136071.000000 Penalty: 5838.076660
	Iteration 29Q: 3 clusters Score -1.613607e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -16136139.000000 Penalty: 5838.076660
	Iteration 30Q: 3 clusters Score -1.613614e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -16136136.000000 Penalty: 5838.076660
	Iteration 31Q: 3 clusters Score -1.613614e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 124317 members 
Entering Unmasked Estep 
Score: -16136171.000000 Penalty: 5838.076660
	Iteration 32Q: 3 clusters Score -1.613617e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -16136189.000000 Penalty: 5838.076660
	Iteration 33Q: 3 clusters Score -1.613619e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -16136248.000000 Penalty: 5838.076660
	Iteration 34Q: 3 clusters Score -1.613625e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -16136275.000000 Penalty: 5838.076660
	Iteration 35Q: 3 clusters Score -1.613628e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -16136310.000000 Penalty: 5838.076660
	Iteration 36Q: 3 clusters Score -1.613631e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -16136297.000000 Penalty: 5838.076660
	Iteration 37Q: 3 clusters Score -1.61363e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -16136354.000000 Penalty: 5838.076660
	Iteration 38Q: 3 clusters Score -1.613635e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 125420 members 
Entering Unmasked Estep 
Score: -16136372.000000 Penalty: 5838.076660
	Iteration 39Q: 3 clusters Score -1.613637e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 125523 members 
Entering Unmasked Estep 
Score: -16136379.000000 Penalty: 5838.076660
	Iteration 40F: 3 clusters Score -1.613638e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -16136401.000000 Penalty: 5838.076660
	Iteration 41Q: 3 clusters Score -1.61364e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -16136390.000000 Penalty: 5838.076660
	Iteration 42Q: 3 clusters Score -1.613639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -16136436.000000 Penalty: 5838.076660
	Iteration 43Q: 3 clusters Score -1.613644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -16136437.000000 Penalty: 5838.076660
	Iteration 44Q: 3 clusters Score -1.613644e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 125964 members 
Entering Unmasked Estep 
Score: -16136420.000000 Penalty: 5838.076660
	Iteration 45Q: 3 clusters Score -1.613642e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -16136446.000000 Penalty: 5838.076660
	Iteration 46Q: 3 clusters Score -1.613645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 126117 members 
Entering Unmasked Estep 
Score: -16136487.000000 Penalty: 5838.076660
	Iteration 47Q: 3 clusters Score -1.613649e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -16136497.000000 Penalty: 5838.076660
	Iteration 48Q: 3 clusters Score -1.61365e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -16136495.000000 Penalty: 5838.076660
	Iteration 49Q: 3 clusters Score -1.61365e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -16136509.000000 Penalty: 5838.076660
	Iteration 50Q: 3 clusters Score -1.613651e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 126430 members 
Entering Unmasked Estep 
Score: -16136522.000000 Penalty: 5838.076660
	Iteration 51Q: 3 clusters Score -1.613652e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -16136553.000000 Penalty: 5838.076660
	Iteration 52Q: 3 clusters Score -1.613655e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -16136549.000000 Penalty: 5838.076660
	Iteration 53Q: 3 clusters Score -1.613655e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 126623 members 
Entering Unmasked Estep 
Score: -16136538.000000 Penalty: 5838.076660
	Iteration 54Q: 3 clusters Score -1.613654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 126662 members 
Entering Unmasked Estep 
Score: -16136538.000000 Penalty: 5838.076660
	Iteration 55Q: 3 clusters Score -1.613654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -16136542.000000 Penalty: 5838.076660
	Iteration 56Q: 3 clusters Score -1.613654e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -16136583.000000 Penalty: 5838.076660
	Iteration 57Q: 3 clusters Score -1.613658e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -16136607.000000 Penalty: 5838.076660
	Iteration 58Q: 3 clusters Score -1.613661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -16136610.000000 Penalty: 5838.076660
	Iteration 59Q: 3 clusters Score -1.613661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
Score: -16136591.000000 Penalty: 5838.076660
	Iteration 60F: 3 clusters Score -1.613659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -16136597.000000 Penalty: 5838.076660
	Iteration 61Q: 3 clusters Score -1.61366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -16136592.000000 Penalty: 5838.076660
	Iteration 62Q: 3 clusters Score -1.613659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -16136599.000000 Penalty: 5838.076660
	Iteration 63Q: 3 clusters Score -1.61366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -16136605.000000 Penalty: 5838.076660
	Iteration 64Q: 3 clusters Score -1.61366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -16136606.000000 Penalty: 5838.076660
	Iteration 65Q: 3 clusters Score -1.613661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -16136612.000000 Penalty: 5838.076660
	Iteration 66Q: 3 clusters Score -1.613661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -16136615.000000 Penalty: 5838.076660
	Iteration 67Q: 3 clusters Score -1.613662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -16136617.000000 Penalty: 5838.076660
	Iteration 68Q: 3 clusters Score -1.613662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16136612.000000 Penalty: 5838.076660
	Iteration 69Q: 3 clusters Score -1.613661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -16136623.000000 Penalty: 5838.076660
	Iteration 70Q: 3 clusters Score -1.613662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -16136614.000000 Penalty: 5838.076660
	Iteration 71Q: 3 clusters Score -1.613661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -16136603.000000 Penalty: 5838.076660
	Iteration 72Q: 3 clusters Score -1.61366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -16136615.000000 Penalty: 5838.076660
	Iteration 73Q: 3 clusters Score -1.613662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
Score: -16136601.000000 Penalty: 5838.076660
	Iteration 74Q: 3 clusters Score -1.61366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 126938 members 
Entering Unmasked Estep 
Score: -16136621.000000 Penalty: 5838.076660
	Iteration 75Q: 3 clusters Score -1.613662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 126951 members 
Entering Unmasked Estep 
Score: -16136623.000000 Penalty: 5838.076660
	Iteration 76Q: 3 clusters Score -1.613662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 126968 members 
Entering Unmasked Estep 
Score: -16136628.000000 Penalty: 5838.076660
	Iteration 77Q: 3 clusters Score -1.613663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -16136632.000000 Penalty: 5838.076660
	Iteration 78Q: 3 clusters Score -1.613663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -16136651.000000 Penalty: 5838.076660
	Iteration 79Q: 3 clusters Score -1.613665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -16136634.000000 Penalty: 5838.076660
	Iteration 80F: 3 clusters Score -1.613663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 127044 members 
Entering Unmasked Estep 
Score: -16136647.000000 Penalty: 5838.076660
	Iteration 81Q: 3 clusters Score -1.613665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 127070 members 
Entering Unmasked Estep 
Score: -16136652.000000 Penalty: 5838.076660
	Iteration 82Q: 3 clusters Score -1.613665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -16136670.000000 Penalty: 5838.076660
	Iteration 83Q: 3 clusters Score -1.613667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -16136683.000000 Penalty: 5838.076660
	Iteration 84Q: 3 clusters Score -1.613668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -16136686.000000 Penalty: 5838.076660
	Iteration 85Q: 3 clusters Score -1.613669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -16136686.000000 Penalty: 5838.076660
	Iteration 86Q: 3 clusters Score -1.613669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 127130 members 
Entering Unmasked Estep 
Score: -16136692.000000 Penalty: 5838.076660
	Iteration 87Q: 3 clusters Score -1.613669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -16136685.000000 Penalty: 5838.076660
	Iteration 88Q: 3 clusters Score -1.613668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -16136680.000000 Penalty: 5838.076660
	Iteration 89Q: 3 clusters Score -1.613668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -16136674.000000 Penalty: 5838.076660
	Iteration 90Q: 3 clusters Score -1.613667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -16136688.000000 Penalty: 5838.076660
	Iteration 91Q: 3 clusters Score -1.613669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -16136679.000000 Penalty: 5838.076660
	Iteration 92Q: 3 clusters Score -1.613668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -16136687.000000 Penalty: 5838.076660
	Iteration 93Q: 3 clusters Score -1.613669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -16136687.000000 Penalty: 5838.076660
	Iteration 94F: 3 clusters Score -1.613669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Entering Unmasked Estep 
Score: -9521391.000000 Penalty: 2772.880859
	Iteration 0F: 2 clusters Score -9521391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -9473543.000000 Penalty: 5545.761719
	Iteration 0F: 3 clusters Score -9473543 nChanged 33672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -9493424.000000 Penalty: 5545.761719
	Iteration 1F: 3 clusters Score -9493424 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -9495365.000000 Penalty: 5545.761719
	Iteration 2F: 3 clusters Score -9495365 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -9497766.000000 Penalty: 5545.761719
	Iteration 3F: 3 clusters Score -9497766 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -9500631.000000 Penalty: 5545.761719
	Iteration 4F: 3 clusters Score -9500631 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -9503467.000000 Penalty: 5545.761719
	Iteration 5F: 3 clusters Score -9503467 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -9506157.000000 Penalty: 5545.761719
	Iteration 6F: 3 clusters Score -9506157 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -9508283.000000 Penalty: 5545.761719
	Iteration 7F: 3 clusters Score -9508283 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -9509974.000000 Penalty: 5545.761719
	Iteration 8Q: 3 clusters Score -9509974 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -9511671.000000 Penalty: 5545.761719
	Iteration 9Q: 3 clusters Score -9511671 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -9513343.000000 Penalty: 5545.761719
	Iteration 10Q: 3 clusters Score -9513343 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -9514996.000000 Penalty: 5545.761719
	Iteration 11Q: 3 clusters Score -9514996 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -9516408.000000 Penalty: 5545.761719
	Iteration 12Q: 3 clusters Score -9516408 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9517429.000000 Penalty: 5545.761719
	Iteration 13Q: 3 clusters Score -9517429 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9518051.000000 Penalty: 5545.761719
	Iteration 14Q: 3 clusters Score -9518051 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9518410.000000 Penalty: 5545.761719
	Iteration 15Q: 3 clusters Score -9518410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9518620.000000 Penalty: 5545.761719
	Iteration 16Q: 3 clusters Score -9518620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9518705.000000 Penalty: 5545.761719
	Iteration 17Q: 3 clusters Score -9518705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9518807.000000 Penalty: 5545.761719
	Iteration 18Q: 3 clusters Score -9518807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9518902.000000 Penalty: 5545.761719
	Iteration 19Q: 3 clusters Score -9518902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9518980.000000 Penalty: 5545.761719
	Iteration 20F: 3 clusters Score -9518980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9519013.000000 Penalty: 5545.761719
	Iteration 21Q: 3 clusters Score -9519013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9519028.000000 Penalty: 5545.761719
	Iteration 22Q: 3 clusters Score -9519028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9519057.000000 Penalty: 5545.761719
	Iteration 23Q: 3 clusters Score -9519057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9519062.000000 Penalty: 5545.761719
	Iteration 24Q: 3 clusters Score -9519062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9519069.000000 Penalty: 5545.761719
	Iteration 25Q: 3 clusters Score -9519069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9519079.000000 Penalty: 5545.761719
	Iteration 26Q: 3 clusters Score -9519079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9519081.000000 Penalty: 5545.761719
	Iteration 27Q: 3 clusters Score -9519081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9519093.000000 Penalty: 5545.761719
	Iteration 28Q: 3 clusters Score -9519093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9519086.000000 Penalty: 5545.761719
	Iteration 29Q: 3 clusters Score -9519086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9519085.000000 Penalty: 5545.761719
	Iteration 30Q: 3 clusters Score -9519085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9519085.000000 Penalty: 5545.761719
	Iteration 31F: 3 clusters Score -9519085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Entering Unmasked Estep 
Score: -2335887.000000 Penalty: 2419.596191
	Iteration 0F: 2 clusters Score -2335887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2323518.250000 Penalty: 4839.192383
	Iteration 0F: 3 clusters Score -2323518 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2327565.000000 Penalty: 4839.192383
	Iteration 1F: 3 clusters Score -2327565 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2328098.000000 Penalty: 4839.192383
	Iteration 2F: 3 clusters Score -2328098 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2328723.250000 Penalty: 4839.192383
	Iteration 3F: 3 clusters Score -2328723 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2329660.750000 Penalty: 4839.192383
	Iteration 4F: 3 clusters Score -2329661 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2330941.500000 Penalty: 4839.192383
	Iteration 5F: 3 clusters Score -2330942 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2332275.500000 Penalty: 4839.192383
	Iteration 6F: 3 clusters Score -2332276 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2333237.750000 Penalty: 4839.192383
	Iteration 7F: 3 clusters Score -2333238 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2333793.250000 Penalty: 4839.192383
	Iteration 8F: 3 clusters Score -2333793 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2334137.000000 Penalty: 4839.192383
	Iteration 9Q: 3 clusters Score -2334137 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2334367.500000 Penalty: 4839.192383
	Iteration 10Q: 3 clusters Score -2334368 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2334543.000000 Penalty: 4839.192383
	Iteration 11Q: 3 clusters Score -2334543 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2334686.000000 Penalty: 4839.192383
	Iteration 12Q: 3 clusters Score -2334686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2334813.000000 Penalty: 4839.192383
	Iteration 13Q: 3 clusters Score -2334813 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2334919.750000 Penalty: 4839.192383
	Iteration 14Q: 3 clusters Score -2334920 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2334996.000000 Penalty: 4839.192383
	Iteration 15Q: 3 clusters Score -2334996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2335055.500000 Penalty: 4839.192383
	Iteration 16Q: 3 clusters Score -2335056 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2335106.500000 Penalty: 4839.192383
	Iteration 17Q: 3 clusters Score -2335106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2335145.500000 Penalty: 4839.192383
	Iteration 18Q: 3 clusters Score -2335146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2335171.000000 Penalty: 4839.192383
	Iteration 19Q: 3 clusters Score -2335171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2335191.250000 Penalty: 4839.192383
	Iteration 20F: 3 clusters Score -2335191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2335200.500000 Penalty: 4839.192383
	Iteration 21Q: 3 clusters Score -2335200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2335218.750000 Penalty: 4839.192383
	Iteration 22Q: 3 clusters Score -2335219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2335233.500000 Penalty: 4839.192383
	Iteration 23Q: 3 clusters Score -2335234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2335239.500000 Penalty: 4839.192383
	Iteration 24Q: 3 clusters Score -2335240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2335244.750000 Penalty: 4839.192383
	Iteration 25Q: 3 clusters Score -2335245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2335256.750000 Penalty: 4839.192383
	Iteration 26Q: 3 clusters Score -2335257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2335264.000000 Penalty: 4839.192383
	Iteration 27Q: 3 clusters Score -2335264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2335266.500000 Penalty: 4839.192383
	Iteration 28Q: 3 clusters Score -2335266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2335273.000000 Penalty: 4839.192383
	Iteration 29Q: 3 clusters Score -2335273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2335270.500000 Penalty: 4839.192383
	Iteration 30Q: 3 clusters Score -2335270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2335273.750000 Penalty: 4839.192383
	Iteration 31Q: 3 clusters Score -2335274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2335277.000000 Penalty: 4839.192383
	Iteration 32Q: 3 clusters Score -2335277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2335274.250000 Penalty: 4839.192383
	Iteration 33Q: 3 clusters Score -2335274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2335276.500000 Penalty: 4839.192383
	Iteration 34Q: 3 clusters Score -2335276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2335276.500000 Penalty: 4839.192383
	Iteration 35Q: 3 clusters Score -2335276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2335274.250000 Penalty: 4839.192383
	Iteration 36Q: 3 clusters Score -2335274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2335279.000000 Penalty: 4839.192383
	Iteration 37Q: 3 clusters Score -2335279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2335278.250000 Penalty: 4839.192383
	Iteration 38Q: 3 clusters Score -2335278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2335278.500000 Penalty: 4839.192383
	Iteration 39Q: 3 clusters Score -2335278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2335284.750000 Penalty: 4839.192383
	Iteration 40F: 3 clusters Score -2335285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2335284.000000 Penalty: 4839.192383
	Iteration 41Q: 3 clusters Score -2335284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2335284.000000 Penalty: 4839.192383
	Iteration 42Q: 3 clusters Score -2335284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2335290.000000 Penalty: 4839.192383
	Iteration 43Q: 3 clusters Score -2335290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2335290.000000 Penalty: 4839.192383
	Iteration 44Q: 3 clusters Score -2335290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2335291.000000 Penalty: 4839.192383
	Iteration 45Q: 3 clusters Score -2335291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2335293.500000 Penalty: 4839.192383
	Iteration 46Q: 3 clusters Score -2335294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2335293.500000 Penalty: 4839.192383
	Iteration 47Q: 3 clusters Score -2335294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2335292.500000 Penalty: 4839.192383
	Iteration 48Q: 3 clusters Score -2335292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2335294.250000 Penalty: 4839.192383
	Iteration 49Q: 3 clusters Score -2335294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2335294.250000 Penalty: 4839.192383
	Iteration 50F: 3 clusters Score -2335294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Entering Unmasked Estep 
Score: -2864507.250000 Penalty: 2479.543945
	Iteration 0F: 2 clusters Score -2864507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2849010.250000 Penalty: 4959.087891
	Iteration 0F: 3 clusters Score -2849010 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2854402.500000 Penalty: 4959.087891
	Iteration 1F: 3 clusters Score -2854402 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2854853.750000 Penalty: 4959.087891
	Iteration 2F: 3 clusters Score -2854854 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2855256.000000 Penalty: 4959.087891
	Iteration 3Q: 3 clusters Score -2855256 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2855757.000000 Penalty: 4959.087891
	Iteration 4Q: 3 clusters Score -2855757 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2856328.750000 Penalty: 4959.087891
	Iteration 5Q: 3 clusters Score -2856329 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2857051.000000 Penalty: 4959.087891
	Iteration 6Q: 3 clusters Score -2857051 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2857856.250000 Penalty: 4959.087891
	Iteration 7F: 3 clusters Score -2857856 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2858643.000000 Penalty: 4959.087891
	Iteration 8Q: 3 clusters Score -2858643 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2859391.500000 Penalty: 4959.087891
	Iteration 9Q: 3 clusters Score -2859392 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2860013.750000 Penalty: 4959.087891
	Iteration 10Q: 3 clusters Score -2860014 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2860511.250000 Penalty: 4959.087891
	Iteration 11Q: 3 clusters Score -2860511 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2860858.250000 Penalty: 4959.087891
	Iteration 12Q: 3 clusters Score -2860858 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2861091.000000 Penalty: 4959.087891
	Iteration 13Q: 3 clusters Score -2861091 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2861277.500000 Penalty: 4959.087891
	Iteration 14Q: 3 clusters Score -2861278 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2861417.500000 Penalty: 4959.087891
	Iteration 15Q: 3 clusters Score -2861418 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2861547.750000 Penalty: 4959.087891
	Iteration 16Q: 3 clusters Score -2861548 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2861662.750000 Penalty: 4959.087891
	Iteration 17Q: 3 clusters Score -2861663 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2861785.750000 Penalty: 4959.087891
	Iteration 18Q: 3 clusters Score -2861786 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2861901.500000 Penalty: 4959.087891
	Iteration 19Q: 3 clusters Score -2861902 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2862035.250000 Penalty: 4959.087891
	Iteration 20F: 3 clusters Score -2862035 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2862167.000000 Penalty: 4959.087891
	Iteration 21Q: 3 clusters Score -2862167 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2862318.000000 Penalty: 4959.087891
	Iteration 22Q: 3 clusters Score -2862318 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2862511.750000 Penalty: 4959.087891
	Iteration 23Q: 3 clusters Score -2862512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2862686.250000 Penalty: 4959.087891
	Iteration 24Q: 3 clusters Score -2862686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2862796.000000 Penalty: 4959.087891
	Iteration 25Q: 3 clusters Score -2862796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2862849.000000 Penalty: 4959.087891
	Iteration 26Q: 3 clusters Score -2862849 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2862877.250000 Penalty: 4959.087891
	Iteration 27Q: 3 clusters Score -2862877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2862910.000000 Penalty: 4959.087891
	Iteration 28Q: 3 clusters Score -2862910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2862922.750000 Penalty: 4959.087891
	Iteration 29Q: 3 clusters Score -2862923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2862938.750000 Penalty: 4959.087891
	Iteration 30Q: 3 clusters Score -2862939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2862940.500000 Penalty: 4959.087891
	Iteration 31Q: 3 clusters Score -2862940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2862946.250000 Penalty: 4959.087891
	Iteration 32Q: 3 clusters Score -2862946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2862950.000000 Penalty: 4959.087891
	Iteration 33Q: 3 clusters Score -2862950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2862955.250000 Penalty: 4959.087891
	Iteration 34Q: 3 clusters Score -2862955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2862957.750000 Penalty: 4959.087891
	Iteration 35Q: 3 clusters Score -2862958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2862954.500000 Penalty: 4959.087891
	Iteration 36Q: 3 clusters Score -2862954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2862958.750000 Penalty: 4959.087891
	Iteration 37Q: 3 clusters Score -2862959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2862956.750000 Penalty: 4959.087891
	Iteration 38Q: 3 clusters Score -2862957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2862960.000000 Penalty: 4959.087891
	Iteration 39Q: 3 clusters Score -2862960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2862965.500000 Penalty: 4959.087891
	Iteration 40F: 3 clusters Score -2862966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2862966.000000 Penalty: 4959.087891
	Iteration 41Q: 3 clusters Score -2862966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2862967.500000 Penalty: 4959.087891
	Iteration 42Q: 3 clusters Score -2862968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2862966.750000 Penalty: 4959.087891
	Iteration 43Q: 3 clusters Score -2862967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2862966.000000 Penalty: 4959.087891
	Iteration 44Q: 3 clusters Score -2862966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2862968.500000 Penalty: 4959.087891
	Iteration 45Q: 3 clusters Score -2862968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2862969.500000 Penalty: 4959.087891
	Iteration 46Q: 3 clusters Score -2862970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2862972.500000 Penalty: 4959.087891
	Iteration 47Q: 3 clusters Score -2862972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2862970.750000 Penalty: 4959.087891
	Iteration 48Q: 3 clusters Score -2862971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2862972.750000 Penalty: 4959.087891
	Iteration 49Q: 3 clusters Score -2862973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2862971.750000 Penalty: 4959.087891
	Iteration 50Q: 3 clusters Score -2862972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2862973.000000 Penalty: 4959.087891
	Iteration 51Q: 3 clusters Score -2862973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2862973.000000 Penalty: 4959.087891
	Iteration 52F: 3 clusters Score -2862973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -596524.437500 Penalty: 2119.642822
	Iteration 0F: 2 clusters Score -596524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -591961.750000 Penalty: 4239.285645
	Iteration 0F: 3 clusters Score -591961.8 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -593280.500000 Penalty: 4239.285645
	Iteration 1F: 3 clusters Score -593280.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -593687.875000 Penalty: 4239.285645
	Iteration 2F: 3 clusters Score -593687.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -593981.312500 Penalty: 4239.285645
	Iteration 3F: 3 clusters Score -593981.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -594223.750000 Penalty: 4239.285645
	Iteration 4F: 3 clusters Score -594223.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -594461.812500 Penalty: 4239.285645
	Iteration 5F: 3 clusters Score -594461.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -594650.375000 Penalty: 4239.285645
	Iteration 6Q: 3 clusters Score -594650.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -594828.312500 Penalty: 4239.285645
	Iteration 7Q: 3 clusters Score -594828.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -594993.187500 Penalty: 4239.285645
	Iteration 8Q: 3 clusters Score -594993.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595143.437500 Penalty: 4239.285645
	Iteration 9Q: 3 clusters Score -595143.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -595278.750000 Penalty: 4239.285645
	Iteration 10Q: 3 clusters Score -595278.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -595392.000000 Penalty: 4239.285645
	Iteration 11Q: 3 clusters Score -595392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -595477.562500 Penalty: 4239.285645
	Iteration 12Q: 3 clusters Score -595477.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -595554.375000 Penalty: 4239.285645
	Iteration 13Q: 3 clusters Score -595554.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -595608.062500 Penalty: 4239.285645
	Iteration 14Q: 3 clusters Score -595608.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -595659.187500 Penalty: 4239.285645
	Iteration 15Q: 3 clusters Score -595659.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -595714.125000 Penalty: 4239.285645
	Iteration 16Q: 3 clusters Score -595714.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -595816.687500 Penalty: 4239.285645
	Iteration 17Q: 3 clusters Score -595816.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -595915.750000 Penalty: 4239.285645
	Iteration 18Q: 3 clusters Score -595915.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -595988.750000 Penalty: 4239.285645
	Iteration 19Q: 3 clusters Score -595988.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -596026.875000 Penalty: 4239.285645
	Iteration 20F: 3 clusters Score -596026.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -596057.000000 Penalty: 4239.285645
	Iteration 21Q: 3 clusters Score -596057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -596074.437500 Penalty: 4239.285645
	Iteration 22Q: 3 clusters Score -596074.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -596087.750000 Penalty: 4239.285645
	Iteration 23Q: 3 clusters Score -596087.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -596092.437500 Penalty: 4239.285645
	Iteration 24Q: 3 clusters Score -596092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -596095.000000 Penalty: 4239.285645
	Iteration 25Q: 3 clusters Score -596095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -596094.812500 Penalty: 4239.285645
	Iteration 26Q: 3 clusters Score -596094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -596096.750000 Penalty: 4239.285645
	Iteration 27Q: 3 clusters Score -596096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -596097.875000 Penalty: 4239.285645
	Iteration 28Q: 3 clusters Score -596097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -596099.687500 Penalty: 4239.285645
	Iteration 29Q: 3 clusters Score -596099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -596099.250000 Penalty: 4239.285645
	Iteration 30Q: 3 clusters Score -596099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -596101.312500 Penalty: 4239.285645
	Iteration 31Q: 3 clusters Score -596101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -596101.312500 Penalty: 4239.285645
	Iteration 32F: 3 clusters Score -596101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -1365511.375000 Penalty: 2291.446777
	Iteration 0F: 2 clusters Score -1365511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1357586.375000 Penalty: 4582.893555
	Iteration 0F: 3 clusters Score -1357586 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1359841.125000 Penalty: 4582.893555
	Iteration 1F: 3 clusters Score -1359841 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1360149.000000 Penalty: 4582.893555
	Iteration 2F: 3 clusters Score -1360149 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1360420.000000 Penalty: 4582.893555
	Iteration 3F: 3 clusters Score -1360420 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1360648.500000 Penalty: 4582.893555
	Iteration 4Q: 3 clusters Score -1360648 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1360875.250000 Penalty: 4582.893555
	Iteration 5Q: 3 clusters Score -1360875 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1361102.250000 Penalty: 4582.893555
	Iteration 6Q: 3 clusters Score -1361102 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1361364.500000 Penalty: 4582.893555
	Iteration 7Q: 3 clusters Score -1361364 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1361701.750000 Penalty: 4582.893555
	Iteration 8Q: 3 clusters Score -1361702 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1362150.000000 Penalty: 4582.893555
	Iteration 9F: 3 clusters Score -1362150 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1362583.000000 Penalty: 4582.893555
	Iteration 10Q: 3 clusters Score -1362583 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1363047.000000 Penalty: 4582.893555
	Iteration 11Q: 3 clusters Score -1363047 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1363526.000000 Penalty: 4582.893555
	Iteration 12Q: 3 clusters Score -1363526 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1363998.000000 Penalty: 4582.893555
	Iteration 13Q: 3 clusters Score -1363998 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1364285.375000 Penalty: 4582.893555
	Iteration 14Q: 3 clusters Score -1364285 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1364420.000000 Penalty: 4582.893555
	Iteration 15Q: 3 clusters Score -1364420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1364510.250000 Penalty: 4582.893555
	Iteration 16Q: 3 clusters Score -1364510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1364570.500000 Penalty: 4582.893555
	Iteration 17Q: 3 clusters Score -1364570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1364617.125000 Penalty: 4582.893555
	Iteration 18Q: 3 clusters Score -1364617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1364663.625000 Penalty: 4582.893555
	Iteration 19Q: 3 clusters Score -1364664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1364693.250000 Penalty: 4582.893555
	Iteration 20F: 3 clusters Score -1364693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1364720.375000 Penalty: 4582.893555
	Iteration 21Q: 3 clusters Score -1364720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1364755.125000 Penalty: 4582.893555
	Iteration 22Q: 3 clusters Score -1364755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1364778.250000 Penalty: 4582.893555
	Iteration 23Q: 3 clusters Score -1364778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1364804.875000 Penalty: 4582.893555
	Iteration 24Q: 3 clusters Score -1364805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1364831.125000 Penalty: 4582.893555
	Iteration 25Q: 3 clusters Score -1364831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1364847.125000 Penalty: 4582.893555
	Iteration 26Q: 3 clusters Score -1364847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1364862.375000 Penalty: 4582.893555
	Iteration 27Q: 3 clusters Score -1364862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1364871.750000 Penalty: 4582.893555
	Iteration 28Q: 3 clusters Score -1364872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1364881.000000 Penalty: 4582.893555
	Iteration 29Q: 3 clusters Score -1364881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1364887.875000 Penalty: 4582.893555
	Iteration 30Q: 3 clusters Score -1364888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1364897.000000 Penalty: 4582.893555
	Iteration 31Q: 3 clusters Score -1364897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1364898.375000 Penalty: 4582.893555
	Iteration 32Q: 3 clusters Score -1364898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1364901.375000 Penalty: 4582.893555
	Iteration 33Q: 3 clusters Score -1364901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1364901.500000 Penalty: 4582.893555
	Iteration 34Q: 3 clusters Score -1364902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1364902.500000 Penalty: 4582.893555
	Iteration 35Q: 3 clusters Score -1364902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1364904.125000 Penalty: 4582.893555
	Iteration 36Q: 3 clusters Score -1364904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1364904.125000 Penalty: 4582.893555
	Iteration 37F: 3 clusters Score -1364904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Entering Unmasked Estep 
Score: -2364389.500000 Penalty: 2423.005859
	Iteration 0F: 2 clusters Score -2364390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2351960.750000 Penalty: 4846.011719
	Iteration 0F: 3 clusters Score -2351961 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2356117.500000 Penalty: 4846.011719
	Iteration 1F: 3 clusters Score -2356118 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2356621.250000 Penalty: 4846.011719
	Iteration 2F: 3 clusters Score -2356621 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2357049.250000 Penalty: 4846.011719
	Iteration 3Q: 3 clusters Score -2357049 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2357478.500000 Penalty: 4846.011719
	Iteration 4Q: 3 clusters Score -2357478 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2357880.250000 Penalty: 4846.011719
	Iteration 5Q: 3 clusters Score -2357880 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2358238.500000 Penalty: 4846.011719
	Iteration 6Q: 3 clusters Score -2358238 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2358532.500000 Penalty: 4846.011719
	Iteration 7Q: 3 clusters Score -2358532 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2358821.500000 Penalty: 4846.011719
	Iteration 8Q: 3 clusters Score -2358822 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2359097.500000 Penalty: 4846.011719
	Iteration 9Q: 3 clusters Score -2359098 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2359346.000000 Penalty: 4846.011719
	Iteration 10Q: 3 clusters Score -2359346 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2359632.500000 Penalty: 4846.011719
	Iteration 11Q: 3 clusters Score -2359632 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2359948.000000 Penalty: 4846.011719
	Iteration 12Q: 3 clusters Score -2359948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2360289.750000 Penalty: 4846.011719
	Iteration 13Q: 3 clusters Score -2360290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2360636.250000 Penalty: 4846.011719
	Iteration 14Q: 3 clusters Score -2360636 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2360981.500000 Penalty: 4846.011719
	Iteration 15Q: 3 clusters Score -2360982 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2361272.000000 Penalty: 4846.011719
	Iteration 16Q: 3 clusters Score -2361272 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2361468.750000 Penalty: 4846.011719
	Iteration 17Q: 3 clusters Score -2361469 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2361619.750000 Penalty: 4846.011719
	Iteration 18Q: 3 clusters Score -2361620 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2361727.750000 Penalty: 4846.011719
	Iteration 19Q: 3 clusters Score -2361728 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2361806.750000 Penalty: 4846.011719
	Iteration 20F: 3 clusters Score -2361807 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2361876.750000 Penalty: 4846.011719
	Iteration 21Q: 3 clusters Score -2361877 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2361933.750000 Penalty: 4846.011719
	Iteration 22Q: 3 clusters Score -2361934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2361990.500000 Penalty: 4846.011719
	Iteration 23Q: 3 clusters Score -2361990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2362053.250000 Penalty: 4846.011719
	Iteration 24Q: 3 clusters Score -2362053 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2362094.750000 Penalty: 4846.011719
	Iteration 25Q: 3 clusters Score -2362095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2362145.250000 Penalty: 4846.011719
	Iteration 26Q: 3 clusters Score -2362145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2362173.500000 Penalty: 4846.011719
	Iteration 27Q: 3 clusters Score -2362174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2362190.000000 Penalty: 4846.011719
	Iteration 28Q: 3 clusters Score -2362190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2362211.250000 Penalty: 4846.011719
	Iteration 29Q: 3 clusters Score -2362211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2362226.750000 Penalty: 4846.011719
	Iteration 30Q: 3 clusters Score -2362227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2362252.500000 Penalty: 4846.011719
	Iteration 31Q: 3 clusters Score -2362252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2362270.500000 Penalty: 4846.011719
	Iteration 32Q: 3 clusters Score -2362270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2362287.500000 Penalty: 4846.011719
	Iteration 33Q: 3 clusters Score -2362288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2362305.000000 Penalty: 4846.011719
	Iteration 34Q: 3 clusters Score -2362305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2362311.750000 Penalty: 4846.011719
	Iteration 35Q: 3 clusters Score -2362312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2362322.500000 Penalty: 4846.011719
	Iteration 36Q: 3 clusters Score -2362322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2362331.500000 Penalty: 4846.011719
	Iteration 37Q: 3 clusters Score -2362332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2362339.750000 Penalty: 4846.011719
	Iteration 38Q: 3 clusters Score -2362340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2362349.000000 Penalty: 4846.011719
	Iteration 39Q: 3 clusters Score -2362349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2362347.750000 Penalty: 4846.011719
	Iteration 40F: 3 clusters Score -2362348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2362355.250000 Penalty: 4846.011719
	Iteration 41Q: 3 clusters Score -2362355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2362362.000000 Penalty: 4846.011719
	Iteration 42Q: 3 clusters Score -2362362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2362366.000000 Penalty: 4846.011719
	Iteration 43Q: 3 clusters Score -2362366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2362366.750000 Penalty: 4846.011719
	Iteration 44Q: 3 clusters Score -2362367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2362368.750000 Penalty: 4846.011719
	Iteration 45Q: 3 clusters Score -2362369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2362371.750000 Penalty: 4846.011719
	Iteration 46Q: 3 clusters Score -2362372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2362374.000000 Penalty: 4846.011719
	Iteration 47Q: 3 clusters Score -2362374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2362374.250000 Penalty: 4846.011719
	Iteration 48Q: 3 clusters Score -2362374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2362377.500000 Penalty: 4846.011719
	Iteration 49Q: 3 clusters Score -2362378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2362381.250000 Penalty: 4846.011719
	Iteration 50Q: 3 clusters Score -2362381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2362382.250000 Penalty: 4846.011719
	Iteration 51Q: 3 clusters Score -2362382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2362384.000000 Penalty: 4846.011719
	Iteration 52Q: 3 clusters Score -2362384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2362384.750000 Penalty: 4846.011719
	Iteration 53Q: 3 clusters Score -2362385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2362384.500000 Penalty: 4846.011719
	Iteration 54Q: 3 clusters Score -2362384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2362384.500000 Penalty: 4846.011719
	Iteration 55F: 3 clusters Score -2362384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 224745 members 
Mstep: Class 7 contains 66925 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 96420 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 160316 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 111948 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 99473 members 
Mstep: Class 21 contains 16671 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 129355 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 10298 members 
Mstep: Class 31 contains 17504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108160.000000 Penalty: 115847.835938
Iteration 199Q: 34 clusters Score -1.811082e+08 nChanged 23489
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 20010 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 127658 members 
Mstep: Class 6 contains 226837 members 
Mstep: Class 7 contains 67031 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 96058 members 
Mstep: Class 10 contains 21613 members 
Mstep: Class 11 contains 158815 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 14 contains 114608 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4585 members 
Mstep: Class 17 contains 4431 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9723 members 
Mstep: Class 20 contains 100536 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3781 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131147 members 
Mstep: Class 26 contains 71944 members 
Mstep: Class 27 contains 17338 members 
Mstep: Class 28 contains 22033 members 
Mstep: Class 29 contains 5149 members 
Mstep: Class 30 contains 10375 members 
Mstep: Class 31 contains 17629 members 
Mstep: Class 32 contains 67555 members 
Mstep: Class 33 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112096.000000 Penalty: 115847.835938
Iteration 200F: 34 clusters Score -1.811121e+08 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 19997 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 127612 members 
Mstep: Class 6 contains 226742 members 
Mstep: Class 7 contains 67018 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 95990 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 155898 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 100150 members 
Mstep: Class 21 contains 16113 members 
Mstep: Class 22 contains 3614 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131347 members 
Mstep: Class 26 contains 71935 members 
Mstep: Class 27 contains 17365 members 
Mstep: Class 28 contains 22043 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10145 members 
Mstep: Class 31 contains 17687 members 
Mstep: Class 32 contains 68630 members 
Mstep: Class 33 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115072.000000 Penalty: 115847.835938
Iteration 201Q: 34 clusters Score -1.811151e+08 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9485 members 
Mstep: Class 3 contains 20010 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 127595 members 
Mstep: Class 6 contains 226703 members 
Mstep: Class 7 contains 67018 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 96133 members 
Mstep: Class 10 contains 21644 members 
Mstep: Class 11 contains 152699 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 28694 members 
Mstep: Class 14 contains 120203 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 20 contains 99860 members 
Mstep: Class 21 contains 15991 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 131678 members 
Mstep: Class 26 contains 71936 members 
Mstep: Class 27 contains 17366 members 
Mstep: Class 28 contains 22041 members 
Mstep: Class 29 contains 5121 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 17744 members 
Mstep: Class 32 contains 69168 members 
Mstep: Class 33 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115936.000000 Penalty: 115847.835938
Iteration 202Q: 34 clusters Score -1.811159e+08 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 20046 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 127572 members 
Mstep: Class 6 contains 226601 members 
Mstep: Class 7 contains 67014 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 96363 members 
Mstep: Class 10 contains 21648 members 
Mstep: Class 11 contains 149384 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 28564 members 
Mstep: Class 14 contains 123234 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7331 members 
Mstep: Class 19 contains 9715 members 
Mstep: Class 20 contains 99603 members 
Mstep: Class 21 contains 15892 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132081 members 
Mstep: Class 26 contains 71933 members 
Mstep: Class 27 contains 17364 members 
Mstep: Class 28 contains 22023 members 
Mstep: Class 29 contains 5108 members 
Mstep: Class 30 contains 9890 members 
Mstep: Class 31 contains 17790 members 
Mstep: Class 32 contains 69559 members 
Mstep: Class 33 contains 9345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116688.000000 Penalty: 115847.835938
Iteration 203Q: 34 clusters Score -1.811167e+08 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9484 members 
Mstep: Class 3 contains 20044 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 127560 members 
Mstep: Class 6 contains 226449 members 
Mstep: Class 7 contains 67002 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 96676 members 
Mstep: Class 10 contains 21653 members 
Mstep: Class 11 contains 145854 members 
Mstep: Class 12 contains 10915 members 
Mstep: Class 13 contains 28454 members 
Mstep: Class 14 contains 126464 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7331 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 99350 members 
Mstep: Class 21 contains 15804 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132415 members 
Mstep: Class 26 contains 71925 members 
Mstep: Class 27 contains 17375 members 
Mstep: Class 28 contains 21990 members 
Mstep: Class 29 contains 5106 members 
Mstep: Class 30 contains 9808 members 
Mstep: Class 31 contains 17840 members 
Mstep: Class 32 contains 69941 members 
Mstep: Class 33 contains 9352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118416.000000 Penalty: 115847.835938
Iteration 204Q: 34 clusters Score -1.811184e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 20047 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127543 members 
Mstep: Class 6 contains 226241 members 
Mstep: Class 7 contains 66995 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 96996 members 
Mstep: Class 10 contains 21661 members 
Mstep: Class 11 contains 142194 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 129835 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7331 members 
Mstep: Class 19 contains 9727 members 
Mstep: Class 20 contains 99119 members 
Mstep: Class 21 contains 15765 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132680 members 
Mstep: Class 26 contains 71929 members 
Mstep: Class 27 contains 17386 members 
Mstep: Class 28 contains 21957 members 
Mstep: Class 29 contains 5108 members 
Mstep: Class 30 contains 9748 members 
Mstep: Class 31 contains 17874 members 
Mstep: Class 32 contains 70316 members 
Mstep: Class 33 contains 9358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120192.000000 Penalty: 115847.835938
Iteration 205Q: 34 clusters Score -1.811202e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127535 members 
Mstep: Class 6 contains 225890 members 
Mstep: Class 7 contains 66982 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 97326 members 
Mstep: Class 10 contains 21670 members 
Mstep: Class 11 contains 138664 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 28254 members 
Mstep: Class 14 contains 133145 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 98919 members 
Mstep: Class 21 contains 15735 members 
Mstep: Class 22 contains 3605 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132953 members 
Mstep: Class 26 contains 71920 members 
Mstep: Class 27 contains 17381 members 
Mstep: Class 28 contains 21925 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 9706 members 
Mstep: Class 31 contains 17906 members 
Mstep: Class 32 contains 70682 members 
Mstep: Class 33 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121248.000000 Penalty: 115847.835938
Iteration 206Q: 34 clusters Score -1.811212e+08 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 20037 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 127532 members 
Mstep: Class 6 contains 225611 members 
Mstep: Class 7 contains 66980 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 97623 members 
Mstep: Class 10 contains 21680 members 
Mstep: Class 11 contains 135167 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28177 members 
Mstep: Class 14 contains 136386 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 98726 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133189 members 
Mstep: Class 26 contains 71914 members 
Mstep: Class 27 contains 17374 members 
Mstep: Class 28 contains 21878 members 
Mstep: Class 29 contains 5109 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 17922 members 
Mstep: Class 32 contains 71077 members 
Mstep: Class 33 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121936.000000 Penalty: 115847.835938
Iteration 207Q: 34 clusters Score -1.811219e+08 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 20046 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 127536 members 
Mstep: Class 6 contains 225363 members 
Mstep: Class 7 contains 66968 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 97849 members 
Mstep: Class 10 contains 21682 members 
Mstep: Class 11 contains 131657 members 
Mstep: Class 12 contains 10915 members 
Mstep: Class 13 contains 28121 members 
Mstep: Class 14 contains 139642 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 98541 members 
Mstep: Class 21 contains 15698 members 
Mstep: Class 22 contains 3601 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133409 members 
Mstep: Class 26 contains 71923 members 
Mstep: Class 27 contains 17360 members 
Mstep: Class 28 contains 21849 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9656 members 
Mstep: Class 31 contains 17950 members 
Mstep: Class 32 contains 71432 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122656.000000 Penalty: 115847.835938
Iteration 208Q: 34 clusters Score -1.811227e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 20024 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 127536 members 
Mstep: Class 6 contains 225161 members 
Mstep: Class 7 contains 66950 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 98097 members 
Mstep: Class 10 contains 21685 members 
Mstep: Class 11 contains 128112 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 28074 members 
Mstep: Class 14 contains 142887 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 98386 members 
Mstep: Class 21 contains 15698 members 
Mstep: Class 22 contains 3597 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133624 members 
Mstep: Class 26 contains 71925 members 
Mstep: Class 27 contains 17338 members 
Mstep: Class 28 contains 21820 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 9647 members 
Mstep: Class 31 contains 17960 members 
Mstep: Class 32 contains 71779 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124160.000000 Penalty: 115847.835938
Iteration 209Q: 34 clusters Score -1.811242e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 20007 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 127523 members 
Mstep: Class 6 contains 224981 members 
Mstep: Class 7 contains 66945 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 98326 members 
Mstep: Class 10 contains 21694 members 
Mstep: Class 11 contains 124647 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 28027 members 
Mstep: Class 14 contains 145946 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 98261 members 
Mstep: Class 21 contains 15702 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133875 members 
Mstep: Class 26 contains 71916 members 
Mstep: Class 27 contains 17320 members 
Mstep: Class 28 contains 21804 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 9648 members 
Mstep: Class 31 contains 17975 members 
Mstep: Class 32 contains 72131 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124240.000000 Penalty: 115847.835938
Iteration 210Q: 34 clusters Score -1.811242e+08 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 19986 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 127517 members 
Mstep: Class 6 contains 224894 members 
Mstep: Class 7 contains 66937 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 98562 members 
Mstep: Class 10 contains 21703 members 
Mstep: Class 11 contains 121369 members 
Mstep: Class 12 contains 10918 members 
Mstep: Class 13 contains 27991 members 
Mstep: Class 14 contains 148720 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 98154 members 
Mstep: Class 21 contains 15693 members 
Mstep: Class 22 contains 3597 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134071 members 
Mstep: Class 26 contains 71917 members 
Mstep: Class 27 contains 17301 members 
Mstep: Class 28 contains 21791 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 9649 members 
Mstep: Class 31 contains 17997 members 
Mstep: Class 32 contains 72501 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125280.000000 Penalty: 115847.835938
Iteration 211Q: 34 clusters Score -1.811253e+08 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 19958 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 127507 members 
Mstep: Class 6 contains 224844 members 
Mstep: Class 7 contains 66936 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 98704 members 
Mstep: Class 10 contains 21716 members 
Mstep: Class 11 contains 118417 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 27967 members 
Mstep: Class 14 contains 151189 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 98076 members 
Mstep: Class 21 contains 15680 members 
Mstep: Class 22 contains 3598 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134289 members 
Mstep: Class 26 contains 71907 members 
Mstep: Class 27 contains 17300 members 
Mstep: Class 28 contains 21771 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9648 members 
Mstep: Class 31 contains 18013 members 
Mstep: Class 32 contains 72848 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125696.000000 Penalty: 115847.835938
Iteration 212Q: 34 clusters Score -1.811257e+08 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 127500 members 
Mstep: Class 6 contains 224828 members 
Mstep: Class 7 contains 66940 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 98856 members 
Mstep: Class 10 contains 21728 members 
Mstep: Class 11 contains 115611 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 153449 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 97982 members 
Mstep: Class 21 contains 15665 members 
Mstep: Class 22 contains 3597 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134465 members 
Mstep: Class 26 contains 71926 members 
Mstep: Class 27 contains 17286 members 
Mstep: Class 28 contains 21740 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9653 members 
Mstep: Class 31 contains 18013 members 
Mstep: Class 32 contains 73256 members 
Mstep: Class 33 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126080.000000 Penalty: 115847.835938
Iteration 213Q: 34 clusters Score -1.811261e+08 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9480 members 
Mstep: Class 3 contains 19905 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 127495 members 
Mstep: Class 6 contains 224915 members 
Mstep: Class 7 contains 66955 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 99015 members 
Mstep: Class 10 contains 21732 members 
Mstep: Class 11 contains 113065 members 
Mstep: Class 12 contains 10915 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 155357 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 97890 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134669 members 
Mstep: Class 26 contains 71946 members 
Mstep: Class 27 contains 17271 members 
Mstep: Class 28 contains 21719 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9653 members 
Mstep: Class 31 contains 18023 members 
Mstep: Class 32 contains 73605 members 
Mstep: Class 33 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126528.000000 Penalty: 115847.835938
Iteration 214Q: 34 clusters Score -1.811265e+08 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127490 members 
Mstep: Class 6 contains 225105 members 
Mstep: Class 7 contains 66963 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 99131 members 
Mstep: Class 10 contains 21734 members 
Mstep: Class 11 contains 110782 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 156949 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 97820 members 
Mstep: Class 21 contains 15653 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134814 members 
Mstep: Class 26 contains 71949 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 21694 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9645 members 
Mstep: Class 31 contains 18044 members 
Mstep: Class 32 contains 73969 members 
Mstep: Class 33 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126192.000000 Penalty: 115847.835938
Iteration 215Q: 34 clusters Score -1.811262e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 19845 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127486 members 
Mstep: Class 6 contains 225211 members 
Mstep: Class 7 contains 66965 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 99287 members 
Mstep: Class 10 contains 21735 members 
Mstep: Class 11 contains 108726 members 
Mstep: Class 12 contains 10918 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 97735 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 3594 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134904 members 
Mstep: Class 26 contains 71950 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21686 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9642 members 
Mstep: Class 31 contains 18057 members 
Mstep: Class 32 contains 74346 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126480.000000 Penalty: 115847.835938
Iteration 216Q: 34 clusters Score -1.811265e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9456 members 
Mstep: Class 3 contains 19827 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127484 members 
Mstep: Class 6 contains 225294 members 
Mstep: Class 7 contains 66954 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 99488 members 
Mstep: Class 10 contains 21740 members 
Mstep: Class 11 contains 106855 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 159688 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 97623 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3860 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134961 members 
Mstep: Class 26 contains 71952 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 21675 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9652 members 
Mstep: Class 31 contains 18069 members 
Mstep: Class 32 contains 74691 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126080.000000 Penalty: 115847.835938
Iteration 217Q: 34 clusters Score -1.811261e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9450 members 
Mstep: Class 3 contains 19832 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127478 members 
Mstep: Class 6 contains 225358 members 
Mstep: Class 7 contains 66951 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 99645 members 
Mstep: Class 10 contains 21745 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 10918 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 160915 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 97556 members 
Mstep: Class 21 contains 15653 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135006 members 
Mstep: Class 26 contains 71968 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 21673 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9657 members 
Mstep: Class 31 contains 18080 members 
Mstep: Class 32 contains 75009 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126160.000000 Penalty: 115847.835938
Iteration 218Q: 34 clusters Score -1.811262e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 19821 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127469 members 
Mstep: Class 6 contains 225446 members 
Mstep: Class 7 contains 66952 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 99817 members 
Mstep: Class 10 contains 21751 members 
Mstep: Class 11 contains 103519 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 27985 members 
Mstep: Class 14 contains 161905 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 97494 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3867 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135045 members 
Mstep: Class 26 contains 71981 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 21676 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9662 members 
Mstep: Class 31 contains 18079 members 
Mstep: Class 32 contains 75346 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125952.000000 Penalty: 115847.835938
Iteration 219Q: 34 clusters Score -1.81126e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 19809 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127458 members 
Mstep: Class 6 contains 225543 members 
Mstep: Class 7 contains 66945 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 99977 members 
Mstep: Class 10 contains 21760 members 
Mstep: Class 11 contains 102222 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 27991 members 
Mstep: Class 14 contains 162649 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 97427 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3872 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135095 members 
Mstep: Class 26 contains 71984 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 21675 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 18080 members 
Mstep: Class 32 contains 75669 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125872.000000 Penalty: 115847.835938
Iteration 220F: 34 clusters Score -1.811259e+08 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9429 members 
Mstep: Class 3 contains 19794 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127451 members 
Mstep: Class 6 contains 225668 members 
Mstep: Class 7 contains 66937 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 100129 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 101005 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 27997 members 
Mstep: Class 14 contains 163394 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 97339 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3875 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135104 members 
Mstep: Class 26 contains 71972 members 
Mstep: Class 27 contains 17261 members 
Mstep: Class 28 contains 21670 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9668 members 
Mstep: Class 31 contains 18080 members 
Mstep: Class 32 contains 75982 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125536.000000 Penalty: 115847.835938
Iteration 221Q: 34 clusters Score -1.811255e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9426 members 
Mstep: Class 3 contains 19784 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 127437 members 
Mstep: Class 6 contains 225776 members 
Mstep: Class 7 contains 66934 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 100276 members 
Mstep: Class 10 contains 21788 members 
Mstep: Class 11 contains 99951 members 
Mstep: Class 12 contains 10915 members 
Mstep: Class 13 contains 27997 members 
Mstep: Class 14 contains 164005 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7334 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 97275 members 
Mstep: Class 21 contains 15644 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3879 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135083 members 
Mstep: Class 26 contains 71964 members 
Mstep: Class 27 contains 17262 members 
Mstep: Class 28 contains 21678 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9672 members 
Mstep: Class 31 contains 18080 members 
Mstep: Class 32 contains 76278 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125984.000000 Penalty: 115847.835938
Iteration 222Q: 34 clusters Score -1.81126e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9426 members 
Mstep: Class 3 contains 19763 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127429 members 
Mstep: Class 6 contains 225848 members 
Mstep: Class 7 contains 66919 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 100401 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 99054 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 164534 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 97222 members 
Mstep: Class 21 contains 15642 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135046 members 
Mstep: Class 26 contains 71955 members 
Mstep: Class 27 contains 17266 members 
Mstep: Class 28 contains 21689 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9673 members 
Mstep: Class 31 contains 18078 members 
Mstep: Class 32 contains 76580 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125904.000000 Penalty: 115847.835938
Iteration 223Q: 34 clusters Score -1.811259e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 19738 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127424 members 
Mstep: Class 6 contains 225922 members 
Mstep: Class 7 contains 66897 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 100521 members 
Mstep: Class 10 contains 21803 members 
Mstep: Class 11 contains 98317 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 28010 members 
Mstep: Class 14 contains 164912 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 97179 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 135011 members 
Mstep: Class 26 contains 71943 members 
Mstep: Class 27 contains 17262 members 
Mstep: Class 28 contains 21693 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9674 members 
Mstep: Class 31 contains 18093 members 
Mstep: Class 32 contains 76856 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125440.000000 Penalty: 115847.835938
Iteration 224Q: 34 clusters Score -1.811254e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 127420 members 
Mstep: Class 6 contains 225988 members 
Mstep: Class 7 contains 66883 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 100606 members 
Mstep: Class 10 contains 21808 members 
Mstep: Class 11 contains 97800 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 28019 members 
Mstep: Class 14 contains 165158 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 97136 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3881 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134954 members 
Mstep: Class 26 contains 71943 members 
Mstep: Class 27 contains 17254 members 
Mstep: Class 28 contains 21699 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 18112 members 
Mstep: Class 32 contains 77096 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124848.000000 Penalty: 115847.835938
Iteration 225Q: 34 clusters Score -1.811248e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 19697 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127417 members 
Mstep: Class 6 contains 226052 members 
Mstep: Class 7 contains 66885 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 100745 members 
Mstep: Class 10 contains 21814 members 
Mstep: Class 11 contains 97423 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28016 members 
Mstep: Class 14 contains 165217 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 97082 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3881 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134913 members 
Mstep: Class 26 contains 71940 members 
Mstep: Class 27 contains 17244 members 
Mstep: Class 28 contains 21704 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9671 members 
Mstep: Class 31 contains 18124 members 
Mstep: Class 32 contains 77330 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124400.000000 Penalty: 115847.835938
Iteration 226Q: 34 clusters Score -1.811244e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9414 members 
Mstep: Class 3 contains 19679 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127413 members 
Mstep: Class 6 contains 226124 members 
Mstep: Class 7 contains 66885 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 100872 members 
Mstep: Class 10 contains 21814 members 
Mstep: Class 11 contains 97125 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28019 members 
Mstep: Class 14 contains 165194 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 97030 members 
Mstep: Class 21 contains 15645 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134898 members 
Mstep: Class 26 contains 71928 members 
Mstep: Class 27 contains 17243 members 
Mstep: Class 28 contains 21720 members 
Mstep: Class 29 contains 5104 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 18129 members 
Mstep: Class 32 contains 77533 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124080.000000 Penalty: 115847.835938
Iteration 227Q: 34 clusters Score -1.811241e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9414 members 
Mstep: Class 3 contains 19665 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 127415 members 
Mstep: Class 6 contains 226222 members 
Mstep: Class 7 contains 66877 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 100958 members 
Mstep: Class 10 contains 21816 members 
Mstep: Class 11 contains 96951 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 28016 members 
Mstep: Class 14 contains 165107 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 96982 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3884 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134859 members 
Mstep: Class 26 contains 71923 members 
Mstep: Class 27 contains 17229 members 
Mstep: Class 28 contains 21718 members 
Mstep: Class 29 contains 5104 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 18137 members 
Mstep: Class 32 contains 77728 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123904.000000 Penalty: 115847.835938
Iteration 228Q: 34 clusters Score -1.811239e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9414 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127412 members 
Mstep: Class 6 contains 226326 members 
Mstep: Class 7 contains 66864 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 101058 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 96881 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 13 contains 28008 members 
Mstep: Class 14 contains 164928 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 96934 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3888 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134812 members 
Mstep: Class 26 contains 71923 members 
Mstep: Class 27 contains 17224 members 
Mstep: Class 28 contains 21724 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9671 members 
Mstep: Class 31 contains 18148 members 
Mstep: Class 32 contains 77885 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123664.000000 Penalty: 115847.835938
Iteration 229Q: 34 clusters Score -1.811237e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 19639 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127409 members 
Mstep: Class 6 contains 226415 members 
Mstep: Class 7 contains 66854 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 101154 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 11 contains 96899 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27997 members 
Mstep: Class 14 contains 164689 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 96872 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 3891 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134790 members 
Mstep: Class 26 contains 71910 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21730 members 
Mstep: Class 29 contains 5104 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 18157 members 
Mstep: Class 32 contains 78023 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123584.000000 Penalty: 115847.835938
Iteration 230Q: 34 clusters Score -1.811236e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 19638 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127408 members 
Mstep: Class 6 contains 226527 members 
Mstep: Class 7 contains 66860 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 101267 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 96956 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 27986 members 
Mstep: Class 14 contains 164366 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 96826 members 
Mstep: Class 21 contains 15651 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 3896 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134787 members 
Mstep: Class 26 contains 71901 members 
Mstep: Class 27 contains 17216 members 
Mstep: Class 28 contains 21734 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 18160 members 
Mstep: Class 32 contains 78142 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123520.000000 Penalty: 115847.835938
Iteration 231Q: 34 clusters Score -1.811235e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 19634 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127408 members 
Mstep: Class 6 contains 226604 members 
Mstep: Class 7 contains 66862 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 101398 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 97119 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 163930 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 96785 members 
Mstep: Class 21 contains 15652 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3900 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134789 members 
Mstep: Class 26 contains 71898 members 
Mstep: Class 27 contains 17214 members 
Mstep: Class 28 contains 21739 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9657 members 
Mstep: Class 31 contains 18162 members 
Mstep: Class 32 contains 78267 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123760.000000 Penalty: 115847.835938
Iteration 232Q: 34 clusters Score -1.811238e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 19635 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127409 members 
Mstep: Class 6 contains 226666 members 
Mstep: Class 7 contains 66862 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 101498 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 97357 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 27967 members 
Mstep: Class 14 contains 163442 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96743 members 
Mstep: Class 21 contains 15652 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3901 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134798 members 
Mstep: Class 26 contains 71900 members 
Mstep: Class 27 contains 17216 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9644 members 
Mstep: Class 31 contains 18165 members 
Mstep: Class 32 contains 78381 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123408.000000 Penalty: 115847.835938
Iteration 233Q: 34 clusters Score -1.811234e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 19626 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127408 members 
Mstep: Class 6 contains 226703 members 
Mstep: Class 7 contains 66858 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 101600 members 
Mstep: Class 10 contains 21819 members 
Mstep: Class 11 contains 97749 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 27962 members 
Mstep: Class 14 contains 162857 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96715 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134766 members 
Mstep: Class 26 contains 71899 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9649 members 
Mstep: Class 31 contains 18175 members 
Mstep: Class 32 contains 78478 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122448.000000 Penalty: 115847.835938
Iteration 234Q: 34 clusters Score -1.811224e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 19632 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127408 members 
Mstep: Class 6 contains 226733 members 
Mstep: Class 7 contains 66851 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 101689 members 
Mstep: Class 10 contains 21819 members 
Mstep: Class 11 contains 98194 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 162235 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96690 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 3906 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134749 members 
Mstep: Class 26 contains 71901 members 
Mstep: Class 27 contains 17229 members 
Mstep: Class 28 contains 21761 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9648 members 
Mstep: Class 31 contains 18189 members 
Mstep: Class 32 contains 78540 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122208.000000 Penalty: 115847.835938
Iteration 235Q: 34 clusters Score -1.811222e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 19629 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127405 members 
Mstep: Class 6 contains 226757 members 
Mstep: Class 7 contains 66849 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 101779 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 11 contains 98812 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 161493 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96666 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3594 members 
Mstep: Class 23 contains 3911 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134718 members 
Mstep: Class 26 contains 71903 members 
Mstep: Class 27 contains 17233 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9640 members 
Mstep: Class 31 contains 18196 members 
Mstep: Class 32 contains 78600 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121680.000000 Penalty: 115847.835938
Iteration 236Q: 34 clusters Score -1.811217e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 19628 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127404 members 
Mstep: Class 6 contains 226792 members 
Mstep: Class 7 contains 66839 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 101860 members 
Mstep: Class 10 contains 21820 members 
Mstep: Class 11 contains 99491 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 160679 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96645 members 
Mstep: Class 21 contains 15658 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3913 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134715 members 
Mstep: Class 26 contains 71898 members 
Mstep: Class 27 contains 17237 members 
Mstep: Class 28 contains 21771 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9631 members 
Mstep: Class 31 contains 18211 members 
Mstep: Class 32 contains 78641 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121760.000000 Penalty: 115847.835938
Iteration 237Q: 34 clusters Score -1.811218e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 19623 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127401 members 
Mstep: Class 6 contains 226864 members 
Mstep: Class 7 contains 66839 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 101906 members 
Mstep: Class 10 contains 21822 members 
Mstep: Class 11 contains 100212 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 159861 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96624 members 
Mstep: Class 21 contains 15658 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134675 members 
Mstep: Class 26 contains 71901 members 
Mstep: Class 27 contains 17238 members 
Mstep: Class 28 contains 21780 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 9633 members 
Mstep: Class 31 contains 18223 members 
Mstep: Class 32 contains 78663 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121664.000000 Penalty: 115847.835938
Iteration 238Q: 34 clusters Score -1.811217e+08 nChanged 1928
Entering ConstructFrom: 
Score: -181121664.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -916737.062500 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -916737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -910562.437500 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -910562.4 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -912353.875000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -912353.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -912809.500000 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -912809.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -913223.562500 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -913223.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -913607.875000 Penalty: 4437.143555
	Iteration 4F: 3 clusters Score -913607.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -913905.437500 Penalty: 4437.143555
	Iteration 5F: 3 clusters Score -913905.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -914143.250000 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -914143.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -914315.687500 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -914315.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -914460.812500 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -914460.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -914606.625000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -914606.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -914758.750000 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -914758.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -914900.937500 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -914900.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -915014.312500 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -915014.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -915100.062500 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -915100.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -915166.000000 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -915166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -915211.875000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -915211.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -915246.937500 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -915246.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -915276.625000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -915276.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -915303.125000 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -915303.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -915326.062500 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -915326.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -915341.562500 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -915341.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -915354.000000 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -915354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -915373.125000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -915373.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -915386.187500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -915386.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -915400.125000 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -915400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -915413.687500 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -915413.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -915421.062500 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -915421.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -915433.187500 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -915433.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -915444.875000 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -915444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -915454.062500 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -915454.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -915461.687500 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -915461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -915469.187500 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -915469.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -915474.437500 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -915474.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -915482.437500 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -915482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -915485.937500 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -915485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -915491.062500 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -915491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -915492.812500 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -915492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -915493.437500 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -915493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -915494.937500 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -915494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -915497.312500 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -915497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -915499.187500 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -915499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -915497.687500 Penalty: 4437.143555
	Iteration 41Q: 3 clusters Score -915497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -915499.375000 Penalty: 4437.143555
	Iteration 42Q: 3 clusters Score -915499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -915502.312500 Penalty: 4437.143555
	Iteration 43Q: 3 clusters Score -915502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -915504.187500 Penalty: 4437.143555
	Iteration 44Q: 3 clusters Score -915504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -915505.125000 Penalty: 4437.143555
	Iteration 45Q: 3 clusters Score -915505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -915505.625000 Penalty: 4437.143555
	Iteration 46Q: 3 clusters Score -915505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -915505.875000 Penalty: 4437.143555
	Iteration 47Q: 3 clusters Score -915505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -915504.875000 Penalty: 4437.143555
	Iteration 48Q: 3 clusters Score -915504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -915506.625000 Penalty: 4437.143555
	Iteration 49Q: 3 clusters Score -915506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -915506.375000 Penalty: 4437.143555
	Iteration 50Q: 3 clusters Score -915506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -915505.812500 Penalty: 4437.143555
	Iteration 51Q: 3 clusters Score -915505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -915507.250000 Penalty: 4437.143555
	Iteration 52Q: 3 clusters Score -915507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -915509.875000 Penalty: 4437.143555
	Iteration 53Q: 3 clusters Score -915509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -915511.687500 Penalty: 4437.143555
	Iteration 54Q: 3 clusters Score -915511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -915511.687500 Penalty: 4437.143555
	Iteration 55Q: 3 clusters Score -915511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -915514.375000 Penalty: 4437.143555
	Iteration 56Q: 3 clusters Score -915514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -915514.687500 Penalty: 4437.143555
	Iteration 57Q: 3 clusters Score -915514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -915517.437500 Penalty: 4437.143555
	Iteration 58Q: 3 clusters Score -915517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -915519.000000 Penalty: 4437.143555
	Iteration 59Q: 3 clusters Score -915519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -915520.562500 Penalty: 4437.143555
	Iteration 60F: 3 clusters Score -915520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -915522.250000 Penalty: 4437.143555
	Iteration 61Q: 3 clusters Score -915522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -915523.562500 Penalty: 4437.143555
	Iteration 62Q: 3 clusters Score -915523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -915525.000000 Penalty: 4437.143555
	Iteration 63Q: 3 clusters Score -915525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -915527.375000 Penalty: 4437.143555
	Iteration 64Q: 3 clusters Score -915527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -915527.937500 Penalty: 4437.143555
	Iteration 65Q: 3 clusters Score -915527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -915530.187500 Penalty: 4437.143555
	Iteration 66Q: 3 clusters Score -915530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -915535.812500 Penalty: 4437.143555
	Iteration 67Q: 3 clusters Score -915535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -915543.562500 Penalty: 4437.143555
	Iteration 68Q: 3 clusters Score -915543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -915552.437500 Penalty: 4437.143555
	Iteration 69Q: 3 clusters Score -915552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -915556.437500 Penalty: 4437.143555
	Iteration 70Q: 3 clusters Score -915556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -915560.187500 Penalty: 4437.143555
	Iteration 71Q: 3 clusters Score -915560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -915565.562500 Penalty: 4437.143555
	Iteration 72Q: 3 clusters Score -915565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -915567.750000 Penalty: 4437.143555
	Iteration 73Q: 3 clusters Score -915567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -915571.187500 Penalty: 4437.143555
	Iteration 74Q: 3 clusters Score -915571.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -915573.125000 Penalty: 4437.143555
	Iteration 75Q: 3 clusters Score -915573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -915576.250000 Penalty: 4437.143555
	Iteration 76Q: 3 clusters Score -915576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -915577.000000 Penalty: 4437.143555
	Iteration 77Q: 3 clusters Score -915577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -915577.312500 Penalty: 4437.143555
	Iteration 78Q: 3 clusters Score -915577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -915577.312500 Penalty: 4437.143555
	Iteration 79Q: 3 clusters Score -915577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -915577.312500 Penalty: 4437.143555
	Iteration 80F: 3 clusters Score -915577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -1154725.500000 Penalty: 2268.581543
	Iteration 0F: 2 clusters Score -1154726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1147424.375000 Penalty: 4537.163086
	Iteration 0F: 3 clusters Score -1147424 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1149884.750000 Penalty: 4537.163086
	Iteration 1F: 3 clusters Score -1149885 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1150390.000000 Penalty: 4537.163086
	Iteration 2F: 3 clusters Score -1150390 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1150928.250000 Penalty: 4537.163086
	Iteration 3F: 3 clusters Score -1150928 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1151544.250000 Penalty: 4537.163086
	Iteration 4F: 3 clusters Score -1151544 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1152079.250000 Penalty: 4537.163086
	Iteration 5F: 3 clusters Score -1152079 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1152582.500000 Penalty: 4537.163086
	Iteration 6F: 3 clusters Score -1152582 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1152990.250000 Penalty: 4537.163086
	Iteration 7F: 3 clusters Score -1152990 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1153335.375000 Penalty: 4537.163086
	Iteration 8Q: 3 clusters Score -1153335 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1153585.375000 Penalty: 4537.163086
	Iteration 9Q: 3 clusters Score -1153585 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1153746.750000 Penalty: 4537.163086
	Iteration 10Q: 3 clusters Score -1153747 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1153873.000000 Penalty: 4537.163086
	Iteration 11Q: 3 clusters Score -1153873 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1153972.875000 Penalty: 4537.163086
	Iteration 12Q: 3 clusters Score -1153973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1154051.250000 Penalty: 4537.163086
	Iteration 13Q: 3 clusters Score -1154051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1154134.125000 Penalty: 4537.163086
	Iteration 14Q: 3 clusters Score -1154134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1154208.625000 Penalty: 4537.163086
	Iteration 15Q: 3 clusters Score -1154209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1154271.750000 Penalty: 4537.163086
	Iteration 16Q: 3 clusters Score -1154272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1154301.875000 Penalty: 4537.163086
	Iteration 17Q: 3 clusters Score -1154302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1154329.750000 Penalty: 4537.163086
	Iteration 18Q: 3 clusters Score -1154330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1154345.125000 Penalty: 4537.163086
	Iteration 19Q: 3 clusters Score -1154345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1154353.750000 Penalty: 4537.163086
	Iteration 20F: 3 clusters Score -1154354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1154357.875000 Penalty: 4537.163086
	Iteration 21Q: 3 clusters Score -1154358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1154361.500000 Penalty: 4537.163086
	Iteration 22Q: 3 clusters Score -1154362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1154369.500000 Penalty: 4537.163086
	Iteration 23Q: 3 clusters Score -1154370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1154370.625000 Penalty: 4537.163086
	Iteration 24Q: 3 clusters Score -1154371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1154374.250000 Penalty: 4537.163086
	Iteration 25Q: 3 clusters Score -1154374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1154377.250000 Penalty: 4537.163086
	Iteration 26Q: 3 clusters Score -1154377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1154382.125000 Penalty: 4537.163086
	Iteration 27Q: 3 clusters Score -1154382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1154385.875000 Penalty: 4537.163086
	Iteration 28Q: 3 clusters Score -1154386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1154391.375000 Penalty: 4537.163086
	Iteration 29Q: 3 clusters Score -1154391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1154397.500000 Penalty: 4537.163086
	Iteration 30Q: 3 clusters Score -1154398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1154402.375000 Penalty: 4537.163086
	Iteration 31Q: 3 clusters Score -1154402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1154407.125000 Penalty: 4537.163086
	Iteration 32Q: 3 clusters Score -1154407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1154414.000000 Penalty: 4537.163086
	Iteration 33Q: 3 clusters Score -1154414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1154418.500000 Penalty: 4537.163086
	Iteration 34Q: 3 clusters Score -1154418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1154423.500000 Penalty: 4537.163086
	Iteration 35Q: 3 clusters Score -1154424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1154425.750000 Penalty: 4537.163086
	Iteration 36Q: 3 clusters Score -1154426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1154429.375000 Penalty: 4537.163086
	Iteration 37Q: 3 clusters Score -1154429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1154433.500000 Penalty: 4537.163086
	Iteration 38Q: 3 clusters Score -1154434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1154435.000000 Penalty: 4537.163086
	Iteration 39Q: 3 clusters Score -1154435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1154437.500000 Penalty: 4537.163086
	Iteration 40F: 3 clusters Score -1154438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1154441.125000 Penalty: 4537.163086
	Iteration 41Q: 3 clusters Score -1154441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1154443.375000 Penalty: 4537.163086
	Iteration 42Q: 3 clusters Score -1154443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1154443.500000 Penalty: 4537.163086
	Iteration 43Q: 3 clusters Score -1154444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1154444.500000 Penalty: 4537.163086
	Iteration 44Q: 3 clusters Score -1154444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1154444.500000 Penalty: 4537.163086
	Iteration 45Q: 3 clusters Score -1154444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1154444.500000 Penalty: 4537.163086
	Iteration 46F: 3 clusters Score -1154444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Entering Unmasked Estep 
Score: -2651481.500000 Penalty: 2451.307617
	Iteration 0F: 2 clusters Score -2651482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2637565.250000 Penalty: 4902.615234
	Iteration 0F: 3 clusters Score -2637565 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2642316.250000 Penalty: 4902.615234
	Iteration 1F: 3 clusters Score -2642316 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2642656.500000 Penalty: 4902.615234
	Iteration 2F: 3 clusters Score -2642656 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2642969.750000 Penalty: 4902.615234
	Iteration 3Q: 3 clusters Score -2642970 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2643235.000000 Penalty: 4902.615234
	Iteration 4Q: 3 clusters Score -2643235 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2643563.500000 Penalty: 4902.615234
	Iteration 5Q: 3 clusters Score -2643564 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2643965.500000 Penalty: 4902.615234
	Iteration 6Q: 3 clusters Score -2643966 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2644550.250000 Penalty: 4902.615234
	Iteration 7Q: 3 clusters Score -2644550 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2645284.750000 Penalty: 4902.615234
	Iteration 8F: 3 clusters Score -2645285 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2646123.750000 Penalty: 4902.615234
	Iteration 9F: 3 clusters Score -2646124 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2647051.500000 Penalty: 4902.615234
	Iteration 10F: 3 clusters Score -2647052 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2647938.000000 Penalty: 4902.615234
	Iteration 11F: 3 clusters Score -2647938 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2648513.000000 Penalty: 4902.615234
	Iteration 12Q: 3 clusters Score -2648513 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2648861.500000 Penalty: 4902.615234
	Iteration 13Q: 3 clusters Score -2648862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2649055.000000 Penalty: 4902.615234
	Iteration 14Q: 3 clusters Score -2649055 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2649168.500000 Penalty: 4902.615234
	Iteration 15Q: 3 clusters Score -2649168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2649247.750000 Penalty: 4902.615234
	Iteration 16Q: 3 clusters Score -2649248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2649297.000000 Penalty: 4902.615234
	Iteration 17Q: 3 clusters Score -2649297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2649333.250000 Penalty: 4902.615234
	Iteration 18Q: 3 clusters Score -2649333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2649367.500000 Penalty: 4902.615234
	Iteration 19Q: 3 clusters Score -2649368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2649391.250000 Penalty: 4902.615234
	Iteration 20F: 3 clusters Score -2649391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2649406.500000 Penalty: 4902.615234
	Iteration 21Q: 3 clusters Score -2649406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2649418.500000 Penalty: 4902.615234
	Iteration 22Q: 3 clusters Score -2649418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2649424.500000 Penalty: 4902.615234
	Iteration 23Q: 3 clusters Score -2649424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2649427.750000 Penalty: 4902.615234
	Iteration 24Q: 3 clusters Score -2649428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2649428.750000 Penalty: 4902.615234
	Iteration 25Q: 3 clusters Score -2649429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2649429.500000 Penalty: 4902.615234
	Iteration 26Q: 3 clusters Score -2649430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2649433.000000 Penalty: 4902.615234
	Iteration 27Q: 3 clusters Score -2649433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2649432.000000 Penalty: 4902.615234
	Iteration 28Q: 3 clusters Score -2649432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2649434.250000 Penalty: 4902.615234
	Iteration 29Q: 3 clusters Score -2649434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2649434.750000 Penalty: 4902.615234
	Iteration 30Q: 3 clusters Score -2649435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2649435.000000 Penalty: 4902.615234
	Iteration 31Q: 3 clusters Score -2649435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2649435.250000 Penalty: 4902.615234
	Iteration 32Q: 3 clusters Score -2649435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2649435.500000 Penalty: 4902.615234
	Iteration 33Q: 3 clusters Score -2649436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2649435.500000 Penalty: 4902.615234
	Iteration 34F: 3 clusters Score -2649436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -608166.062500 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -608166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -603733.500000 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -603733.5 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -604841.500000 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -604841.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605077.062500 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -605077.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605243.375000 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -605243.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -605361.312500 Penalty: 4211.766602
	Iteration 4Q: 3 clusters Score -605361.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -605465.375000 Penalty: 4211.766602
	Iteration 5Q: 3 clusters Score -605465.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -605545.750000 Penalty: 4211.766602
	Iteration 6Q: 3 clusters Score -605545.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -605611.937500 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -605611.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -605678.250000 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -605678.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -605742.500000 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -605742.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -605794.875000 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -605794.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -605835.375000 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -605835.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -605868.625000 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -605868.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -605911.500000 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -605911.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -605962.312500 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -605962.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -606022.500000 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -606022.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -606059.687500 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -606059.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -606093.062500 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -606093.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -606117.625000 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -606117.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -606145.562500 Penalty: 4211.766602
	Iteration 19Q: 3 clusters Score -606145.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -606171.187500 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -606171.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -606193.125000 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -606193.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -606216.250000 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -606216.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -606240.250000 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -606240.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -606263.187500 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -606263.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -606283.250000 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -606283.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -606302.250000 Penalty: 4211.766602
	Iteration 26Q: 3 clusters Score -606302.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -606314.500000 Penalty: 4211.766602
	Iteration 27Q: 3 clusters Score -606314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -606326.812500 Penalty: 4211.766602
	Iteration 28Q: 3 clusters Score -606326.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -606339.062500 Penalty: 4211.766602
	Iteration 29Q: 3 clusters Score -606339.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -606353.437500 Penalty: 4211.766602
	Iteration 30Q: 3 clusters Score -606353.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -606362.750000 Penalty: 4211.766602
	Iteration 31Q: 3 clusters Score -606362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -606369.875000 Penalty: 4211.766602
	Iteration 32Q: 3 clusters Score -606369.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -606376.562500 Penalty: 4211.766602
	Iteration 33Q: 3 clusters Score -606376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -606382.125000 Penalty: 4211.766602
	Iteration 34Q: 3 clusters Score -606382.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -606390.187500 Penalty: 4211.766602
	Iteration 35Q: 3 clusters Score -606390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -606394.687500 Penalty: 4211.766602
	Iteration 36Q: 3 clusters Score -606394.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -606398.250000 Penalty: 4211.766602
	Iteration 37Q: 3 clusters Score -606398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -606400.250000 Penalty: 4211.766602
	Iteration 38Q: 3 clusters Score -606400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -606403.375000 Penalty: 4211.766602
	Iteration 39Q: 3 clusters Score -606403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -606403.437500 Penalty: 4211.766602
	Iteration 40F: 3 clusters Score -606403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -606404.437500 Penalty: 4211.766602
	Iteration 41Q: 3 clusters Score -606404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -606406.687500 Penalty: 4211.766602
	Iteration 42Q: 3 clusters Score -606406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -606408.750000 Penalty: 4211.766602
	Iteration 43Q: 3 clusters Score -606408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -606410.500000 Penalty: 4211.766602
	Iteration 44Q: 3 clusters Score -606410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -606413.375000 Penalty: 4211.766602
	Iteration 45Q: 3 clusters Score -606413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -606414.375000 Penalty: 4211.766602
	Iteration 46Q: 3 clusters Score -606414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -606416.687500 Penalty: 4211.766602
	Iteration 47Q: 3 clusters Score -606416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -606419.000000 Penalty: 4211.766602
	Iteration 48Q: 3 clusters Score -606419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -606419.125000 Penalty: 4211.766602
	Iteration 49Q: 3 clusters Score -606419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -606418.750000 Penalty: 4211.766602
	Iteration 50Q: 3 clusters Score -606418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -606420.437500 Penalty: 4211.766602
	Iteration 51Q: 3 clusters Score -606420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -606421.500000 Penalty: 4211.766602
	Iteration 52Q: 3 clusters Score -606421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -606424.000000 Penalty: 4211.766602
	Iteration 53Q: 3 clusters Score -606424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -606427.062500 Penalty: 4211.766602
	Iteration 54Q: 3 clusters Score -606427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -606429.312500 Penalty: 4211.766602
	Iteration 55Q: 3 clusters Score -606429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -606430.937500 Penalty: 4211.766602
	Iteration 56Q: 3 clusters Score -606430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -606433.562500 Penalty: 4211.766602
	Iteration 57Q: 3 clusters Score -606433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -606435.625000 Penalty: 4211.766602
	Iteration 58Q: 3 clusters Score -606435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -606436.875000 Penalty: 4211.766602
	Iteration 59Q: 3 clusters Score -606436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -606443.875000 Penalty: 4211.766602
	Iteration 60F: 3 clusters Score -606443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -606446.625000 Penalty: 4211.766602
	Iteration 61Q: 3 clusters Score -606446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -606451.187500 Penalty: 4211.766602
	Iteration 62Q: 3 clusters Score -606451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -606452.500000 Penalty: 4211.766602
	Iteration 63Q: 3 clusters Score -606452.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -606456.687500 Penalty: 4211.766602
	Iteration 64Q: 3 clusters Score -606456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -606458.125000 Penalty: 4211.766602
	Iteration 65Q: 3 clusters Score -606458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -606459.250000 Penalty: 4211.766602
	Iteration 66Q: 3 clusters Score -606459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -606460.250000 Penalty: 4211.766602
	Iteration 67Q: 3 clusters Score -606460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -606459.687500 Penalty: 4211.766602
	Iteration 68Q: 3 clusters Score -606459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606461.937500 Penalty: 4211.766602
	Iteration 69Q: 3 clusters Score -606461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606463.000000 Penalty: 4211.766602
	Iteration 70Q: 3 clusters Score -606463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606464.875000 Penalty: 4211.766602
	Iteration 71Q: 3 clusters Score -606464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -606468.000000 Penalty: 4211.766602
	Iteration 72Q: 3 clusters Score -606468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606470.000000 Penalty: 4211.766602
	Iteration 73Q: 3 clusters Score -606470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606471.625000 Penalty: 4211.766602
	Iteration 74Q: 3 clusters Score -606471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -606472.500000 Penalty: 4211.766602
	Iteration 75Q: 3 clusters Score -606472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -606475.250000 Penalty: 4211.766602
	Iteration 76Q: 3 clusters Score -606475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606480.500000 Penalty: 4211.766602
	Iteration 77Q: 3 clusters Score -606480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -606485.500000 Penalty: 4211.766602
	Iteration 78Q: 3 clusters Score -606485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606489.875000 Penalty: 4211.766602
	Iteration 79Q: 3 clusters Score -606489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606493.187500 Penalty: 4211.766602
	Iteration 80F: 3 clusters Score -606493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -606501.000000 Penalty: 4211.766602
	Iteration 81Q: 3 clusters Score -606501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -606506.375000 Penalty: 4211.766602
	Iteration 82Q: 3 clusters Score -606506.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -606514.562500 Penalty: 4211.766602
	Iteration 83Q: 3 clusters Score -606514.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -606525.062500 Penalty: 4211.766602
	Iteration 84Q: 3 clusters Score -606525.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -606538.375000 Penalty: 4211.766602
	Iteration 85Q: 3 clusters Score -606538.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -606549.750000 Penalty: 4211.766602
	Iteration 86Q: 3 clusters Score -606549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -606559.312500 Penalty: 4211.766602
	Iteration 87Q: 3 clusters Score -606559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -606570.437500 Penalty: 4211.766602
	Iteration 88Q: 3 clusters Score -606570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -606586.437500 Penalty: 4211.766602
	Iteration 89Q: 3 clusters Score -606586.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -606617.750000 Penalty: 4211.766602
	Iteration 90Q: 3 clusters Score -606617.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -606649.875000 Penalty: 4211.766602
	Iteration 91Q: 3 clusters Score -606649.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -606675.312500 Penalty: 4211.766602
	Iteration 92Q: 3 clusters Score -606675.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -606701.125000 Penalty: 4211.766602
	Iteration 93Q: 3 clusters Score -606701.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -606737.625000 Penalty: 4211.766602
	Iteration 94Q: 3 clusters Score -606737.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -606772.000000 Penalty: 4211.766602
	Iteration 95Q: 3 clusters Score -606772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -606801.937500 Penalty: 4211.766602
	Iteration 96Q: 3 clusters Score -606801.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -606834.250000 Penalty: 4211.766602
	Iteration 97Q: 3 clusters Score -606834.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -606879.562500 Penalty: 4211.766602
	Iteration 98Q: 3 clusters Score -606879.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -606933.125000 Penalty: 4211.766602
	Iteration 99Q: 3 clusters Score -606933.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -606977.500000 Penalty: 4211.766602
	Iteration 100F: 3 clusters Score -606977.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -607000.875000 Penalty: 4211.766602
	Iteration 101Q: 3 clusters Score -607000.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -607007.500000 Penalty: 4211.766602
	Iteration 102Q: 3 clusters Score -607007.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -607018.437500 Penalty: 4211.766602
	Iteration 103Q: 3 clusters Score -607018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -607024.625000 Penalty: 4211.766602
	Iteration 104Q: 3 clusters Score -607024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -607028.000000 Penalty: 4211.766602
	Iteration 105Q: 3 clusters Score -607028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -607032.125000 Penalty: 4211.766602
	Iteration 106Q: 3 clusters Score -607032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -607036.000000 Penalty: 4211.766602
	Iteration 107Q: 3 clusters Score -607036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -607036.125000 Penalty: 4211.766602
	Iteration 108Q: 3 clusters Score -607036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -607035.437500 Penalty: 4211.766602
	Iteration 109Q: 3 clusters Score -607035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607036.000000 Penalty: 4211.766602
	Iteration 110Q: 3 clusters Score -607036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -607037.000000 Penalty: 4211.766602
	Iteration 111Q: 3 clusters Score -607037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -607037.000000 Penalty: 4211.766602
	Iteration 112F: 3 clusters Score -607037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127396 members 
Entering Unmasked Estep 
Score: -16760945.000000 Penalty: 2915.253662
	Iteration 0F: 2 clusters Score -1.676094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -16676872.000000 Penalty: 5830.507324
	Iteration 0F: 3 clusters Score -1.667687e+07 nChanged 60622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -16712138.000000 Penalty: 5830.507324
	Iteration 1F: 3 clusters Score -1.671214e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -16713551.000000 Penalty: 5830.507324
	Iteration 2Q: 3 clusters Score -1.671355e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -16715833.000000 Penalty: 5830.507324
	Iteration 3Q: 3 clusters Score -1.671583e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -16719331.000000 Penalty: 5830.507324
	Iteration 4F: 3 clusters Score -1.671933e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -16724246.000000 Penalty: 5830.507324
	Iteration 5F: 3 clusters Score -1.672425e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -16730096.000000 Penalty: 5830.507324
	Iteration 6F: 3 clusters Score -1.67301e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -16735936.000000 Penalty: 5830.507324
	Iteration 7F: 3 clusters Score -1.673594e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -16741512.000000 Penalty: 5830.507324
	Iteration 8F: 3 clusters Score -1.674151e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -16746601.000000 Penalty: 5830.507324
	Iteration 9Q: 3 clusters Score -1.67466e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -16750688.000000 Penalty: 5830.507324
	Iteration 10Q: 3 clusters Score -1.675069e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -16753569.000000 Penalty: 5830.507324
	Iteration 11Q: 3 clusters Score -1.675357e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -16755244.000000 Penalty: 5830.507324
	Iteration 12Q: 3 clusters Score -1.675524e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122765 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -16756246.000000 Penalty: 5830.507324
	Iteration 13Q: 3 clusters Score -1.675625e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -16756921.000000 Penalty: 5830.507324
	Iteration 14Q: 3 clusters Score -1.675692e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124497 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -16757322.000000 Penalty: 5830.507324
	Iteration 15Q: 3 clusters Score -1.675732e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -16757561.000000 Penalty: 5830.507324
	Iteration 16Q: 3 clusters Score -1.675756e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16757748.000000 Penalty: 5830.507324
	Iteration 17Q: 3 clusters Score -1.675775e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -16757896.000000 Penalty: 5830.507324
	Iteration 18Q: 3 clusters Score -1.67579e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -16757973.000000 Penalty: 5830.507324
	Iteration 19Q: 3 clusters Score -1.675797e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -16758077.000000 Penalty: 5830.507324
	Iteration 20F: 3 clusters Score -1.675808e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126089 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -16758126.000000 Penalty: 5830.507324
	Iteration 21Q: 3 clusters Score -1.675813e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16758210.000000 Penalty: 5830.507324
	Iteration 22Q: 3 clusters Score -1.675821e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16758254.000000 Penalty: 5830.507324
	Iteration 23Q: 3 clusters Score -1.675825e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16758298.000000 Penalty: 5830.507324
	Iteration 24Q: 3 clusters Score -1.67583e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -16758322.000000 Penalty: 5830.507324
	Iteration 25Q: 3 clusters Score -1.675832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16758352.000000 Penalty: 5830.507324
	Iteration 26Q: 3 clusters Score -1.675835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16758341.000000 Penalty: 5830.507324
	Iteration 27Q: 3 clusters Score -1.675834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16758353.000000 Penalty: 5830.507324
	Iteration 28Q: 3 clusters Score -1.675835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16758375.000000 Penalty: 5830.507324
	Iteration 29Q: 3 clusters Score -1.675838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16758372.000000 Penalty: 5830.507324
	Iteration 30Q: 3 clusters Score -1.675837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16758398.000000 Penalty: 5830.507324
	Iteration 31Q: 3 clusters Score -1.67584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16758390.000000 Penalty: 5830.507324
	Iteration 32Q: 3 clusters Score -1.675839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16758394.000000 Penalty: 5830.507324
	Iteration 33Q: 3 clusters Score -1.675839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16758408.000000 Penalty: 5830.507324
	Iteration 34Q: 3 clusters Score -1.675841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16758419.000000 Penalty: 5830.507324
	Iteration 35Q: 3 clusters Score -1.675842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16758412.000000 Penalty: 5830.507324
	Iteration 36Q: 3 clusters Score -1.675841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16758414.000000 Penalty: 5830.507324
	Iteration 37Q: 3 clusters Score -1.675841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126545 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16758413.000000 Penalty: 5830.507324
	Iteration 38Q: 3 clusters Score -1.675841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126547 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16758408.000000 Penalty: 5830.507324
	Iteration 39Q: 3 clusters Score -1.675841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16758411.000000 Penalty: 5830.507324
	Iteration 40F: 3 clusters Score -1.675841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16758422.000000 Penalty: 5830.507324
	Iteration 41Q: 3 clusters Score -1.675842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16758423.000000 Penalty: 5830.507324
	Iteration 42Q: 3 clusters Score -1.675842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16758425.000000 Penalty: 5830.507324
	Iteration 43Q: 3 clusters Score -1.675842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16758425.000000 Penalty: 5830.507324
	Iteration 44F: 3 clusters Score -1.675842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (226939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226939 members 
Entering Unmasked Estep 
Score: -30339824.000000 Penalty: 3058.444336
	Iteration 0F: 2 clusters Score -3.033982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 113996 members 
Entering Unmasked Estep 
Score: -30201198.000000 Penalty: 6116.888672
	Iteration 0F: 3 clusters Score -3.02012e+07 nChanged 109157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -30266104.000000 Penalty: 6116.888672
	Iteration 1F: 3 clusters Score -3.02661e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -30268602.000000 Penalty: 6116.888672
	Iteration 2Q: 3 clusters Score -3.02686e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 138366 members 
Entering Unmasked Estep 
Score: -30272588.000000 Penalty: 6116.888672
	Iteration 3Q: 3 clusters Score -3.027259e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 151404 members 
Entering Unmasked Estep 
Score: -30280380.000000 Penalty: 6116.888672
	Iteration 4F: 3 clusters Score -3.028038e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -30293292.000000 Penalty: 6116.888672
	Iteration 5F: 3 clusters Score -3.029329e+07 nChanged 19919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 188590 members 
Entering Unmasked Estep 
Score: -30309622.000000 Penalty: 6116.888672
	Iteration 6F: 3 clusters Score -3.030962e+07 nChanged 17447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 205999 members 
Entering Unmasked Estep 
Score: -30323226.000000 Penalty: 6116.888672
	Iteration 7F: 3 clusters Score -3.032323e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 217003 members 
Entering Unmasked Estep 
Score: -30330962.000000 Penalty: 6116.888672
	Iteration 8Q: 3 clusters Score -3.033096e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 222270 members 
Entering Unmasked Estep 
Score: -30334790.000000 Penalty: 6116.888672
	Iteration 9Q: 3 clusters Score -3.033479e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 224469 members 
Entering Unmasked Estep 
Score: -30336476.000000 Penalty: 6116.888672
	Iteration 10Q: 3 clusters Score -3.033648e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 225267 members 
Entering Unmasked Estep 
Score: -30337314.000000 Penalty: 6116.888672
	Iteration 11Q: 3 clusters Score -3.033731e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 225540 members 
Entering Unmasked Estep 
Score: -30337632.000000 Penalty: 6116.888672
	Iteration 12Q: 3 clusters Score -3.033763e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -30337844.000000 Penalty: 6116.888672
	Iteration 13Q: 3 clusters Score -3.033784e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 225685 members 
Entering Unmasked Estep 
Score: -30338042.000000 Penalty: 6116.888672
	Iteration 14Q: 3 clusters Score -3.033804e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -30338102.000000 Penalty: 6116.888672
	Iteration 15Q: 3 clusters Score -3.03381e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 225688 members 
Entering Unmasked Estep 
Score: -30338204.000000 Penalty: 6116.888672
	Iteration 16Q: 3 clusters Score -3.03382e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 225676 members 
Entering Unmasked Estep 
Score: -30338268.000000 Penalty: 6116.888672
	Iteration 17Q: 3 clusters Score -3.033827e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -30338294.000000 Penalty: 6116.888672
	Iteration 18Q: 3 clusters Score -3.033829e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 225671 members 
Entering Unmasked Estep 
Score: -30338320.000000 Penalty: 6116.888672
	Iteration 19Q: 3 clusters Score -3.033832e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 225667 members 
Entering Unmasked Estep 
Score: -30338340.000000 Penalty: 6116.888672
	Iteration 20F: 3 clusters Score -3.033834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 225657 members 
Entering Unmasked Estep 
Score: -30338372.000000 Penalty: 6116.888672
	Iteration 21Q: 3 clusters Score -3.033837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 225653 members 
Entering Unmasked Estep 
Score: -30338396.000000 Penalty: 6116.888672
	Iteration 22Q: 3 clusters Score -3.03384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 225644 members 
Entering Unmasked Estep 
Score: -30338448.000000 Penalty: 6116.888672
	Iteration 23Q: 3 clusters Score -3.033845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 225628 members 
Entering Unmasked Estep 
Score: -30338474.000000 Penalty: 6116.888672
	Iteration 24Q: 3 clusters Score -3.033847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 225627 members 
Entering Unmasked Estep 
Score: -30338514.000000 Penalty: 6116.888672
	Iteration 25Q: 3 clusters Score -3.033851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 225615 members 
Entering Unmasked Estep 
Score: -30338520.000000 Penalty: 6116.888672
	Iteration 26Q: 3 clusters Score -3.033852e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 225603 members 
Entering Unmasked Estep 
Score: -30338516.000000 Penalty: 6116.888672
	Iteration 27Q: 3 clusters Score -3.033852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 225594 members 
Entering Unmasked Estep 
Score: -30338560.000000 Penalty: 6116.888672
	Iteration 28Q: 3 clusters Score -3.033856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 225581 members 
Entering Unmasked Estep 
Score: -30338582.000000 Penalty: 6116.888672
	Iteration 29Q: 3 clusters Score -3.033858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 225573 members 
Entering Unmasked Estep 
Score: -30338580.000000 Penalty: 6116.888672
	Iteration 30Q: 3 clusters Score -3.033858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 225562 members 
Entering Unmasked Estep 
Score: -30338584.000000 Penalty: 6116.888672
	Iteration 31Q: 3 clusters Score -3.033858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 225560 members 
Entering Unmasked Estep 
Score: -30338586.000000 Penalty: 6116.888672
	Iteration 32Q: 3 clusters Score -3.033859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 225546 members 
Entering Unmasked Estep 
Score: -30338600.000000 Penalty: 6116.888672
	Iteration 33Q: 3 clusters Score -3.03386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 225536 members 
Entering Unmasked Estep 
Score: -30338616.000000 Penalty: 6116.888672
	Iteration 34Q: 3 clusters Score -3.033862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 225529 members 
Entering Unmasked Estep 
Score: -30338630.000000 Penalty: 6116.888672
	Iteration 35Q: 3 clusters Score -3.033863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 225523 members 
Entering Unmasked Estep 
Score: -30338634.000000 Penalty: 6116.888672
	Iteration 36Q: 3 clusters Score -3.033863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 225516 members 
Entering Unmasked Estep 
Score: -30338620.000000 Penalty: 6116.888672
	Iteration 37Q: 3 clusters Score -3.033862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 225507 members 
Entering Unmasked Estep 
Score: -30338624.000000 Penalty: 6116.888672
	Iteration 38Q: 3 clusters Score -3.033862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 225502 members 
Entering Unmasked Estep 
Score: -30338628.000000 Penalty: 6116.888672
	Iteration 39Q: 3 clusters Score -3.033863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 225496 members 
Entering Unmasked Estep 
Score: -30338636.000000 Penalty: 6116.888672
	Iteration 40F: 3 clusters Score -3.033864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 225493 members 
Entering Unmasked Estep 
Score: -30338646.000000 Penalty: 6116.888672
	Iteration 41Q: 3 clusters Score -3.033865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 225488 members 
Entering Unmasked Estep 
Score: -30338650.000000 Penalty: 6116.888672
	Iteration 42Q: 3 clusters Score -3.033865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 225485 members 
Entering Unmasked Estep 
Score: -30338654.000000 Penalty: 6116.888672
	Iteration 43Q: 3 clusters Score -3.033865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -30338668.000000 Penalty: 6116.888672
	Iteration 44Q: 3 clusters Score -3.033867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 225486 members 
Entering Unmasked Estep 
Score: -30338658.000000 Penalty: 6116.888672
	Iteration 45Q: 3 clusters Score -3.033866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 225482 members 
Entering Unmasked Estep 
Score: -30338650.000000 Penalty: 6116.888672
	Iteration 46Q: 3 clusters Score -3.033865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 225477 members 
Entering Unmasked Estep 
Score: -30338656.000000 Penalty: 6116.888672
	Iteration 47Q: 3 clusters Score -3.033866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 225465 members 
Entering Unmasked Estep 
Score: -30338668.000000 Penalty: 6116.888672
	Iteration 48Q: 3 clusters Score -3.033867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 225461 members 
Entering Unmasked Estep 
Score: -30338674.000000 Penalty: 6116.888672
	Iteration 49Q: 3 clusters Score -3.033867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 225463 members 
Entering Unmasked Estep 
Score: -30338668.000000 Penalty: 6116.888672
	Iteration 50Q: 3 clusters Score -3.033867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -30338688.000000 Penalty: 6116.888672
	Iteration 51Q: 3 clusters Score -3.033869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 225469 members 
Entering Unmasked Estep 
Score: -30338710.000000 Penalty: 6116.888672
	Iteration 52Q: 3 clusters Score -3.033871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -30338708.000000 Penalty: 6116.888672
	Iteration 53Q: 3 clusters Score -3.033871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -30338708.000000 Penalty: 6116.888672
	Iteration 54F: 3 clusters Score -3.033871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Entering Unmasked Estep 
Score: -8837933.000000 Penalty: 2755.279297
	Iteration 0F: 2 clusters Score -8837933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8793151.000000 Penalty: 5510.558594
	Iteration 0F: 3 clusters Score -8793151 nChanged 31240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8810826.000000 Penalty: 5510.558594
	Iteration 1F: 3 clusters Score -8810826 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -8811621.000000 Penalty: 5510.558594
	Iteration 2Q: 3 clusters Score -8811621 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8812724.000000 Penalty: 5510.558594
	Iteration 3Q: 3 clusters Score -8812724 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8814426.000000 Penalty: 5510.558594
	Iteration 4Q: 3 clusters Score -8814426 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8817301.000000 Penalty: 5510.558594
	Iteration 5F: 3 clusters Score -8817301 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -8821817.000000 Penalty: 5510.558594
	Iteration 6F: 3 clusters Score -8821817 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -8827074.000000 Penalty: 5510.558594
	Iteration 7F: 3 clusters Score -8827074 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -8831378.000000 Penalty: 5510.558594
	Iteration 8F: 3 clusters Score -8831378 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -8834065.000000 Penalty: 5510.558594
	Iteration 9Q: 3 clusters Score -8834065 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -8835465.000000 Penalty: 5510.558594
	Iteration 10Q: 3 clusters Score -8835465 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -8836266.000000 Penalty: 5510.558594
	Iteration 11Q: 3 clusters Score -8836266 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8836675.000000 Penalty: 5510.558594
	Iteration 12Q: 3 clusters Score -8836675 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -8836848.000000 Penalty: 5510.558594
	Iteration 13Q: 3 clusters Score -8836848 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -8836916.000000 Penalty: 5510.558594
	Iteration 14Q: 3 clusters Score -8836916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8836979.000000 Penalty: 5510.558594
	Iteration 15Q: 3 clusters Score -8836979 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -8836995.000000 Penalty: 5510.558594
	Iteration 16Q: 3 clusters Score -8836995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -8837021.000000 Penalty: 5510.558594
	Iteration 17Q: 3 clusters Score -8837021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -8837027.000000 Penalty: 5510.558594
	Iteration 18Q: 3 clusters Score -8837027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -8837036.000000 Penalty: 5510.558594
	Iteration 19Q: 3 clusters Score -8837036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -8837045.000000 Penalty: 5510.558594
	Iteration 20F: 3 clusters Score -8837045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8837058.000000 Penalty: 5510.558594
	Iteration 21Q: 3 clusters Score -8837058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -8837048.000000 Penalty: 5510.558594
	Iteration 22Q: 3 clusters Score -8837048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -8837055.000000 Penalty: 5510.558594
	Iteration 23Q: 3 clusters Score -8837055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -8837055.000000 Penalty: 5510.558594
	Iteration 24Q: 3 clusters Score -8837055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -8837050.000000 Penalty: 5510.558594
	Iteration 25Q: 3 clusters Score -8837050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -8837042.000000 Penalty: 5510.558594
	Iteration 26Q: 3 clusters Score -8837042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8837049.000000 Penalty: 5510.558594
	Iteration 27Q: 3 clusters Score -8837049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -8837064.000000 Penalty: 5510.558594
	Iteration 28Q: 3 clusters Score -8837064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -8837062.000000 Penalty: 5510.558594
	Iteration 29Q: 3 clusters Score -8837062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8837090.000000 Penalty: 5510.558594
	Iteration 30Q: 3 clusters Score -8837090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -8837086.000000 Penalty: 5510.558594
	Iteration 31Q: 3 clusters Score -8837086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -8837094.000000 Penalty: 5510.558594
	Iteration 32Q: 3 clusters Score -8837094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -8837072.000000 Penalty: 5510.558594
	Iteration 33Q: 3 clusters Score -8837072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8837080.000000 Penalty: 5510.558594
	Iteration 34Q: 3 clusters Score -8837080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8837091.000000 Penalty: 5510.558594
	Iteration 35Q: 3 clusters Score -8837091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -8837087.000000 Penalty: 5510.558594
	Iteration 36Q: 3 clusters Score -8837087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -8837080.000000 Penalty: 5510.558594
	Iteration 37Q: 3 clusters Score -8837080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -8837081.000000 Penalty: 5510.558594
	Iteration 38Q: 3 clusters Score -8837081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -8837085.000000 Penalty: 5510.558594
	Iteration 39Q: 3 clusters Score -8837085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -8837089.000000 Penalty: 5510.558594
	Iteration 40F: 3 clusters Score -8837089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8837089.000000 Penalty: 5510.558594
	Iteration 41Q: 3 clusters Score -8837089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -8837095.000000 Penalty: 5510.558594
	Iteration 42Q: 3 clusters Score -8837095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8837097.000000 Penalty: 5510.558594
	Iteration 43Q: 3 clusters Score -8837097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -8837098.000000 Penalty: 5510.558594
	Iteration 44Q: 3 clusters Score -8837098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8837093.000000 Penalty: 5510.558594
	Iteration 45Q: 3 clusters Score -8837093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8837090.000000 Penalty: 5510.558594
	Iteration 46Q: 3 clusters Score -8837090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -8837093.000000 Penalty: 5510.558594
	Iteration 47Q: 3 clusters Score -8837093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -8837093.000000 Penalty: 5510.558594
	Iteration 48Q: 3 clusters Score -8837093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -8837096.000000 Penalty: 5510.558594
	Iteration 49Q: 3 clusters Score -8837096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -8837094.000000 Penalty: 5510.558594
	Iteration 50Q: 3 clusters Score -8837094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -8837096.000000 Penalty: 5510.558594
	Iteration 51Q: 3 clusters Score -8837096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8837103.000000 Penalty: 5510.558594
	Iteration 52Q: 3 clusters Score -8837103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8837103.000000 Penalty: 5510.558594
	Iteration 53F: 3 clusters Score -8837103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -560196.437500 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -560196.4 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 2168 members 
Entering Unmasked Estep 
Score: -556043.625000 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -556043.6 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -556968.250000 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -556968.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -557152.812500 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -557152.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -557270.687500 Penalty: 4159.994141
	Iteration 3Q: 3 clusters Score -557270.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -557381.312500 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -557381.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -557453.437500 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -557453.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -557519.750000 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -557519.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -557580.312500 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -557580.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -557616.375000 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -557616.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -557645.937500 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -557645.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -557676.562500 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -557676.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -557709.562500 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -557709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -557737.187500 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -557737.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -557765.375000 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -557765.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -557790.625000 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -557790.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -557815.937500 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -557815.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -557834.187500 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -557834.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -557850.000000 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -557850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -557867.000000 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -557867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -557890.937500 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -557890.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -557916.750000 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -557916.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -557940.500000 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -557940.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -557962.812500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -557962.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -557986.750000 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -557986.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -558018.937500 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -558018.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -558049.437500 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -558049.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -558076.437500 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -558076.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -558098.562500 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -558098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -558121.062500 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -558121.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -558146.375000 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -558146.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -558168.000000 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -558168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -558197.062500 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -558197.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -558224.500000 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -558224.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -558239.750000 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -558239.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -558256.062500 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -558256.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -558266.125000 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -558266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -558280.250000 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -558280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -558295.312500 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -558295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -558302.000000 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -558302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -558308.500000 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -558308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -558312.187500 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -558312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -558316.437500 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -558316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -558319.000000 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -558319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -558322.125000 Penalty: 4159.994141
	Iteration 43Q: 3 clusters Score -558322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -558325.500000 Penalty: 4159.994141
	Iteration 44Q: 3 clusters Score -558325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -558326.937500 Penalty: 4159.994141
	Iteration 45Q: 3 clusters Score -558326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -558327.875000 Penalty: 4159.994141
	Iteration 46Q: 3 clusters Score -558327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -558330.062500 Penalty: 4159.994141
	Iteration 47Q: 3 clusters Score -558330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -558330.062500 Penalty: 4159.994141
	Iteration 48F: 3 clusters Score -558330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Entering Unmasked Estep 
Score: -13617690.000000 Penalty: 2859.973145
	Iteration 0F: 2 clusters Score -1.361769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -13549266.000000 Penalty: 5719.946289
	Iteration 0F: 3 clusters Score -1.354927e+07 nChanged 48425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -13577189.000000 Penalty: 5719.946289
	Iteration 1F: 3 clusters Score -1.357719e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -13577930.000000 Penalty: 5719.946289
	Iteration 2Q: 3 clusters Score -1.357793e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -13578715.000000 Penalty: 5719.946289
	Iteration 3Q: 3 clusters Score -1.357872e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -13579642.000000 Penalty: 5719.946289
	Iteration 4Q: 3 clusters Score -1.357964e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -13580889.000000 Penalty: 5719.946289
	Iteration 5Q: 3 clusters Score -1.358089e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -13582588.000000 Penalty: 5719.946289
	Iteration 6Q: 3 clusters Score -1.358259e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -13584979.000000 Penalty: 5719.946289
	Iteration 7Q: 3 clusters Score -1.358498e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -13588184.000000 Penalty: 5719.946289
	Iteration 8Q: 3 clusters Score -1.358818e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -13592076.000000 Penalty: 5719.946289
	Iteration 9F: 3 clusters Score -1.359208e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -13596155.000000 Penalty: 5719.946289
	Iteration 10F: 3 clusters Score -1.359616e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -13599265.000000 Penalty: 5719.946289
	Iteration 11F: 3 clusters Score -1.359926e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -13601592.000000 Penalty: 5719.946289
	Iteration 12Q: 3 clusters Score -1.360159e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -13602972.000000 Penalty: 5719.946289
	Iteration 13Q: 3 clusters Score -1.360297e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -13604019.000000 Penalty: 5719.946289
	Iteration 14Q: 3 clusters Score -1.360402e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -13604821.000000 Penalty: 5719.946289
	Iteration 15Q: 3 clusters Score -1.360482e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13605470.000000 Penalty: 5719.946289
	Iteration 16Q: 3 clusters Score -1.360547e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -13606186.000000 Penalty: 5719.946289
	Iteration 17Q: 3 clusters Score -1.360619e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -13606977.000000 Penalty: 5719.946289
	Iteration 18Q: 3 clusters Score -1.360698e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -13607734.000000 Penalty: 5719.946289
	Iteration 19Q: 3 clusters Score -1.360773e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -13608478.000000 Penalty: 5719.946289
	Iteration 20F: 3 clusters Score -1.360848e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -13609276.000000 Penalty: 5719.946289
	Iteration 21Q: 3 clusters Score -1.360928e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -13610068.000000 Penalty: 5719.946289
	Iteration 22Q: 3 clusters Score -1.361007e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -13610813.000000 Penalty: 5719.946289
	Iteration 23Q: 3 clusters Score -1.361081e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -13611478.000000 Penalty: 5719.946289
	Iteration 24Q: 3 clusters Score -1.361148e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -13612149.000000 Penalty: 5719.946289
	Iteration 25Q: 3 clusters Score -1.361215e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -13612772.000000 Penalty: 5719.946289
	Iteration 26Q: 3 clusters Score -1.361277e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -13613348.000000 Penalty: 5719.946289
	Iteration 27Q: 3 clusters Score -1.361335e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -13613801.000000 Penalty: 5719.946289
	Iteration 28Q: 3 clusters Score -1.36138e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -13614189.000000 Penalty: 5719.946289
	Iteration 29Q: 3 clusters Score -1.361419e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -13614487.000000 Penalty: 5719.946289
	Iteration 30Q: 3 clusters Score -1.361449e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -13614628.000000 Penalty: 5719.946289
	Iteration 31Q: 3 clusters Score -1.361463e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -13614806.000000 Penalty: 5719.946289
	Iteration 32Q: 3 clusters Score -1.361481e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -13614927.000000 Penalty: 5719.946289
	Iteration 33Q: 3 clusters Score -1.361493e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -13614993.000000 Penalty: 5719.946289
	Iteration 34Q: 3 clusters Score -1.361499e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -13615024.000000 Penalty: 5719.946289
	Iteration 35Q: 3 clusters Score -1.361502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -13615038.000000 Penalty: 5719.946289
	Iteration 36Q: 3 clusters Score -1.361504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -13615045.000000 Penalty: 5719.946289
	Iteration 37Q: 3 clusters Score -1.361504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13615066.000000 Penalty: 5719.946289
	Iteration 38Q: 3 clusters Score -1.361507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -13615069.000000 Penalty: 5719.946289
	Iteration 39Q: 3 clusters Score -1.361507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -13615111.000000 Penalty: 5719.946289
	Iteration 40F: 3 clusters Score -1.361511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -13615127.000000 Penalty: 5719.946289
	Iteration 41Q: 3 clusters Score -1.361513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -13615142.000000 Penalty: 5719.946289
	Iteration 42Q: 3 clusters Score -1.361514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -13615144.000000 Penalty: 5719.946289
	Iteration 43Q: 3 clusters Score -1.361514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -13615151.000000 Penalty: 5719.946289
	Iteration 44Q: 3 clusters Score -1.361515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -13615158.000000 Penalty: 5719.946289
	Iteration 45Q: 3 clusters Score -1.361516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -13615156.000000 Penalty: 5719.946289
	Iteration 46Q: 3 clusters Score -1.361516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -13615146.000000 Penalty: 5719.946289
	Iteration 47Q: 3 clusters Score -1.361515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -13615140.000000 Penalty: 5719.946289
	Iteration 48Q: 3 clusters Score -1.361514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -13615132.000000 Penalty: 5719.946289
	Iteration 49Q: 3 clusters Score -1.361513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -13615132.000000 Penalty: 5719.946289
	Iteration 50F: 3 clusters Score -1.361513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Entering Unmasked Estep 
Score: -2682545.250000 Penalty: 2477.732666
	Iteration 0F: 2 clusters Score -2682545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2667374.750000 Penalty: 4955.465332
	Iteration 0F: 3 clusters Score -2667375 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2672497.250000 Penalty: 4955.465332
	Iteration 1F: 3 clusters Score -2672497 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2673053.000000 Penalty: 4955.465332
	Iteration 2F: 3 clusters Score -2673053 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2673627.000000 Penalty: 4955.465332
	Iteration 3F: 3 clusters Score -2673627 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2674233.250000 Penalty: 4955.465332
	Iteration 4F: 3 clusters Score -2674233 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2674787.000000 Penalty: 4955.465332
	Iteration 5F: 3 clusters Score -2674787 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2675352.500000 Penalty: 4955.465332
	Iteration 6Q: 3 clusters Score -2675352 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2676018.750000 Penalty: 4955.465332
	Iteration 7Q: 3 clusters Score -2676019 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2676828.500000 Penalty: 4955.465332
	Iteration 8F: 3 clusters Score -2676828 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2677700.000000 Penalty: 4955.465332
	Iteration 9F: 3 clusters Score -2677700 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2678497.000000 Penalty: 4955.465332
	Iteration 10Q: 3 clusters Score -2678497 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2679164.750000 Penalty: 4955.465332
	Iteration 11Q: 3 clusters Score -2679165 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2679635.000000 Penalty: 4955.465332
	Iteration 12Q: 3 clusters Score -2679635 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2679949.250000 Penalty: 4955.465332
	Iteration 13Q: 3 clusters Score -2679949 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2680158.500000 Penalty: 4955.465332
	Iteration 14Q: 3 clusters Score -2680158 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2680366.500000 Penalty: 4955.465332
	Iteration 15Q: 3 clusters Score -2680366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2680504.250000 Penalty: 4955.465332
	Iteration 16Q: 3 clusters Score -2680504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2680588.000000 Penalty: 4955.465332
	Iteration 17Q: 3 clusters Score -2680588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2680645.000000 Penalty: 4955.465332
	Iteration 18Q: 3 clusters Score -2680645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2680688.500000 Penalty: 4955.465332
	Iteration 19Q: 3 clusters Score -2680688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2680737.500000 Penalty: 4955.465332
	Iteration 20F: 3 clusters Score -2680738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2680768.750000 Penalty: 4955.465332
	Iteration 21Q: 3 clusters Score -2680769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2680799.500000 Penalty: 4955.465332
	Iteration 22Q: 3 clusters Score -2680800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2680833.500000 Penalty: 4955.465332
	Iteration 23Q: 3 clusters Score -2680834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2680853.750000 Penalty: 4955.465332
	Iteration 24Q: 3 clusters Score -2680854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2680868.500000 Penalty: 4955.465332
	Iteration 25Q: 3 clusters Score -2680868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2680883.750000 Penalty: 4955.465332
	Iteration 26Q: 3 clusters Score -2680884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2680915.500000 Penalty: 4955.465332
	Iteration 27Q: 3 clusters Score -2680916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2680937.750000 Penalty: 4955.465332
	Iteration 28Q: 3 clusters Score -2680938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2680963.250000 Penalty: 4955.465332
	Iteration 29Q: 3 clusters Score -2680963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2680985.250000 Penalty: 4955.465332
	Iteration 30Q: 3 clusters Score -2680985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2681004.500000 Penalty: 4955.465332
	Iteration 31Q: 3 clusters Score -2681004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2681024.500000 Penalty: 4955.465332
	Iteration 32Q: 3 clusters Score -2681024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2681065.000000 Penalty: 4955.465332
	Iteration 33Q: 3 clusters Score -2681065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2681098.750000 Penalty: 4955.465332
	Iteration 34Q: 3 clusters Score -2681099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2681115.750000 Penalty: 4955.465332
	Iteration 35Q: 3 clusters Score -2681116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2681132.500000 Penalty: 4955.465332
	Iteration 36Q: 3 clusters Score -2681132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2681149.750000 Penalty: 4955.465332
	Iteration 37Q: 3 clusters Score -2681150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2681157.750000 Penalty: 4955.465332
	Iteration 38Q: 3 clusters Score -2681158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2681168.750000 Penalty: 4955.465332
	Iteration 39Q: 3 clusters Score -2681169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2681180.750000 Penalty: 4955.465332
	Iteration 40F: 3 clusters Score -2681181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2681180.500000 Penalty: 4955.465332
	Iteration 41Q: 3 clusters Score -2681180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2681186.250000 Penalty: 4955.465332
	Iteration 42Q: 3 clusters Score -2681186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2681187.000000 Penalty: 4955.465332
	Iteration 43Q: 3 clusters Score -2681187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2681192.750000 Penalty: 4955.465332
	Iteration 44Q: 3 clusters Score -2681193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2681197.500000 Penalty: 4955.465332
	Iteration 45Q: 3 clusters Score -2681198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2681196.000000 Penalty: 4955.465332
	Iteration 46Q: 3 clusters Score -2681196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2681203.000000 Penalty: 4955.465332
	Iteration 47Q: 3 clusters Score -2681203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2681201.000000 Penalty: 4955.465332
	Iteration 48Q: 3 clusters Score -2681201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2681202.000000 Penalty: 4955.465332
	Iteration 49Q: 3 clusters Score -2681202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2681207.000000 Penalty: 4955.465332
	Iteration 50Q: 3 clusters Score -2681207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2681212.750000 Penalty: 4955.465332
	Iteration 51Q: 3 clusters Score -2681213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2681223.500000 Penalty: 4955.465332
	Iteration 52Q: 3 clusters Score -2681224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2681219.500000 Penalty: 4955.465332
	Iteration 53Q: 3 clusters Score -2681220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2681223.250000 Penalty: 4955.465332
	Iteration 54Q: 3 clusters Score -2681223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2681219.750000 Penalty: 4955.465332
	Iteration 55Q: 3 clusters Score -2681220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2681231.250000 Penalty: 4955.465332
	Iteration 56Q: 3 clusters Score -2681231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2681232.500000 Penalty: 4955.465332
	Iteration 57Q: 3 clusters Score -2681232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2681232.000000 Penalty: 4955.465332
	Iteration 58Q: 3 clusters Score -2681232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2681230.000000 Penalty: 4955.465332
	Iteration 59Q: 3 clusters Score -2681230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2681232.250000 Penalty: 4955.465332
	Iteration 60F: 3 clusters Score -2681232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2681232.000000 Penalty: 4955.465332
	Iteration 61Q: 3 clusters Score -2681232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2681230.500000 Penalty: 4955.465332
	Iteration 62Q: 3 clusters Score -2681230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2681230.500000 Penalty: 4955.465332
	Iteration 63F: 3 clusters Score -2681230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Entering Unmasked Estep 
Score: -13697833.000000 Penalty: 2857.759033
	Iteration 0F: 2 clusters Score -1.369783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -13630305.000000 Penalty: 5715.518066
	Iteration 0F: 3 clusters Score -1.36303e+07 nChanged 47729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -13657135.000000 Penalty: 5715.518066
	Iteration 1F: 3 clusters Score -1.365714e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -13657715.000000 Penalty: 5715.518066
	Iteration 2Q: 3 clusters Score -1.365772e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -13658271.000000 Penalty: 5715.518066
	Iteration 3Q: 3 clusters Score -1.365827e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -13658814.000000 Penalty: 5715.518066
	Iteration 4Q: 3 clusters Score -1.365881e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -13659471.000000 Penalty: 5715.518066
	Iteration 5Q: 3 clusters Score -1.365947e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -13660181.000000 Penalty: 5715.518066
	Iteration 6Q: 3 clusters Score -1.366018e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -13660936.000000 Penalty: 5715.518066
	Iteration 7Q: 3 clusters Score -1.366094e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -13662007.000000 Penalty: 5715.518066
	Iteration 8Q: 3 clusters Score -1.366201e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -13663577.000000 Penalty: 5715.518066
	Iteration 9Q: 3 clusters Score -1.366358e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -13666212.000000 Penalty: 5715.518066
	Iteration 10F: 3 clusters Score -1.366621e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -13670168.000000 Penalty: 5715.518066
	Iteration 11F: 3 clusters Score -1.367017e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -13675913.000000 Penalty: 5715.518066
	Iteration 12F: 3 clusters Score -1.367591e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -13682838.000000 Penalty: 5715.518066
	Iteration 13F: 3 clusters Score -1.368284e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -13688971.000000 Penalty: 5715.518066
	Iteration 14F: 3 clusters Score -1.368897e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13692782.000000 Penalty: 5715.518066
	Iteration 15Q: 3 clusters Score -1.369278e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13694408.000000 Penalty: 5715.518066
	Iteration 16Q: 3 clusters Score -1.369441e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13694914.000000 Penalty: 5715.518066
	Iteration 17Q: 3 clusters Score -1.369491e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13695105.000000 Penalty: 5715.518066
	Iteration 18Q: 3 clusters Score -1.36951e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13695183.000000 Penalty: 5715.518066
	Iteration 19Q: 3 clusters Score -1.369518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13695206.000000 Penalty: 5715.518066
	Iteration 20F: 3 clusters Score -1.369521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13695232.000000 Penalty: 5715.518066
	Iteration 21Q: 3 clusters Score -1.369523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13695248.000000 Penalty: 5715.518066
	Iteration 22Q: 3 clusters Score -1.369525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100830 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13695251.000000 Penalty: 5715.518066
	Iteration 23Q: 3 clusters Score -1.369525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13695255.000000 Penalty: 5715.518066
	Iteration 24Q: 3 clusters Score -1.369526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 5715.518066
	Iteration 25Q: 3 clusters Score -1.369527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13695294.000000 Penalty: 5715.518066
	Iteration 26Q: 3 clusters Score -1.369529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13695294.000000 Penalty: 5715.518066
	Iteration 27Q: 3 clusters Score -1.369529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13695295.000000 Penalty: 5715.518066
	Iteration 28Q: 3 clusters Score -1.36953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13695310.000000 Penalty: 5715.518066
	Iteration 29Q: 3 clusters Score -1.369531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13695311.000000 Penalty: 5715.518066
	Iteration 30Q: 3 clusters Score -1.369531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13695313.000000 Penalty: 5715.518066
	Iteration 31Q: 3 clusters Score -1.369531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13695315.000000 Penalty: 5715.518066
	Iteration 32Q: 3 clusters Score -1.369532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13695322.000000 Penalty: 5715.518066
	Iteration 33Q: 3 clusters Score -1.369532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13695322.000000 Penalty: 5715.518066
	Iteration 34F: 3 clusters Score -1.369532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Entering Unmasked Estep 
Score: -1443930.000000 Penalty: 2305.650391
	Iteration 0F: 2 clusters Score -1443930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1435681.625000 Penalty: 4611.300781
	Iteration 0F: 3 clusters Score -1435682 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1438087.500000 Penalty: 4611.300781
	Iteration 1F: 3 clusters Score -1438088 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1438451.875000 Penalty: 4611.300781
	Iteration 2F: 3 clusters Score -1438452 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1438723.375000 Penalty: 4611.300781
	Iteration 3F: 3 clusters Score -1438723 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1438947.250000 Penalty: 4611.300781
	Iteration 4Q: 3 clusters Score -1438947 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1439184.750000 Penalty: 4611.300781
	Iteration 5Q: 3 clusters Score -1439185 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1439421.125000 Penalty: 4611.300781
	Iteration 6Q: 3 clusters Score -1439421 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1439632.375000 Penalty: 4611.300781
	Iteration 7Q: 3 clusters Score -1439632 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1439839.750000 Penalty: 4611.300781
	Iteration 8Q: 3 clusters Score -1439840 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1440075.250000 Penalty: 4611.300781
	Iteration 9Q: 3 clusters Score -1440075 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1440302.750000 Penalty: 4611.300781
	Iteration 10Q: 3 clusters Score -1440303 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1440500.250000 Penalty: 4611.300781
	Iteration 11Q: 3 clusters Score -1440500 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1440686.875000 Penalty: 4611.300781
	Iteration 12Q: 3 clusters Score -1440687 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1440833.750000 Penalty: 4611.300781
	Iteration 13Q: 3 clusters Score -1440834 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1440962.875000 Penalty: 4611.300781
	Iteration 14Q: 3 clusters Score -1440963 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1441086.500000 Penalty: 4611.300781
	Iteration 15Q: 3 clusters Score -1441086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1441188.750000 Penalty: 4611.300781
	Iteration 16Q: 3 clusters Score -1441189 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1441260.500000 Penalty: 4611.300781
	Iteration 17Q: 3 clusters Score -1441260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1441329.875000 Penalty: 4611.300781
	Iteration 18Q: 3 clusters Score -1441330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1441385.750000 Penalty: 4611.300781
	Iteration 19Q: 3 clusters Score -1441386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1441434.875000 Penalty: 4611.300781
	Iteration 20F: 3 clusters Score -1441435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1441490.500000 Penalty: 4611.300781
	Iteration 21Q: 3 clusters Score -1441490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1441530.875000 Penalty: 4611.300781
	Iteration 22Q: 3 clusters Score -1441531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1441567.875000 Penalty: 4611.300781
	Iteration 23Q: 3 clusters Score -1441568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1441595.750000 Penalty: 4611.300781
	Iteration 24Q: 3 clusters Score -1441596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1441620.875000 Penalty: 4611.300781
	Iteration 25Q: 3 clusters Score -1441621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1441648.250000 Penalty: 4611.300781
	Iteration 26Q: 3 clusters Score -1441648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1441671.875000 Penalty: 4611.300781
	Iteration 27Q: 3 clusters Score -1441672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1441694.875000 Penalty: 4611.300781
	Iteration 28Q: 3 clusters Score -1441695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1441710.875000 Penalty: 4611.300781
	Iteration 29Q: 3 clusters Score -1441711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1441737.250000 Penalty: 4611.300781
	Iteration 30Q: 3 clusters Score -1441737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1441753.000000 Penalty: 4611.300781
	Iteration 31Q: 3 clusters Score -1441753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1441766.250000 Penalty: 4611.300781
	Iteration 32Q: 3 clusters Score -1441766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1441783.750000 Penalty: 4611.300781
	Iteration 33Q: 3 clusters Score -1441784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1441805.125000 Penalty: 4611.300781
	Iteration 34Q: 3 clusters Score -1441805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1441827.125000 Penalty: 4611.300781
	Iteration 35Q: 3 clusters Score -1441827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1441843.000000 Penalty: 4611.300781
	Iteration 36Q: 3 clusters Score -1441843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1441862.750000 Penalty: 4611.300781
	Iteration 37Q: 3 clusters Score -1441863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1441876.125000 Penalty: 4611.300781
	Iteration 38Q: 3 clusters Score -1441876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1441891.875000 Penalty: 4611.300781
	Iteration 39Q: 3 clusters Score -1441892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1441901.875000 Penalty: 4611.300781
	Iteration 40F: 3 clusters Score -1441902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1441908.375000 Penalty: 4611.300781
	Iteration 41Q: 3 clusters Score -1441908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1441918.375000 Penalty: 4611.300781
	Iteration 42Q: 3 clusters Score -1441918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1441926.250000 Penalty: 4611.300781
	Iteration 43Q: 3 clusters Score -1441926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1441929.250000 Penalty: 4611.300781
	Iteration 44Q: 3 clusters Score -1441929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1441934.625000 Penalty: 4611.300781
	Iteration 45Q: 3 clusters Score -1441935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1441943.125000 Penalty: 4611.300781
	Iteration 46Q: 3 clusters Score -1441943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1441949.125000 Penalty: 4611.300781
	Iteration 47Q: 3 clusters Score -1441949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1441952.500000 Penalty: 4611.300781
	Iteration 48Q: 3 clusters Score -1441952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1441958.125000 Penalty: 4611.300781
	Iteration 49Q: 3 clusters Score -1441958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1441960.750000 Penalty: 4611.300781
	Iteration 50Q: 3 clusters Score -1441961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1441964.625000 Penalty: 4611.300781
	Iteration 51Q: 3 clusters Score -1441965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1441969.250000 Penalty: 4611.300781
	Iteration 52Q: 3 clusters Score -1441969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1441970.500000 Penalty: 4611.300781
	Iteration 53Q: 3 clusters Score -1441970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1441971.250000 Penalty: 4611.300781
	Iteration 54Q: 3 clusters Score -1441971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1441974.250000 Penalty: 4611.300781
	Iteration 55Q: 3 clusters Score -1441974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1441977.875000 Penalty: 4611.300781
	Iteration 56Q: 3 clusters Score -1441978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1441978.125000 Penalty: 4611.300781
	Iteration 57Q: 3 clusters Score -1441978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1441980.375000 Penalty: 4611.300781
	Iteration 58Q: 3 clusters Score -1441980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1441980.375000 Penalty: 4611.300781
	Iteration 59F: 3 clusters Score -1441980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Entering Unmasked Estep 
Score: -3675916.750000 Penalty: 2538.995850
	Iteration 0F: 2 clusters Score -3675917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3656683.500000 Penalty: 5077.991699
	Iteration 0F: 3 clusters Score -3656684 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3663423.750000 Penalty: 5077.991699
	Iteration 1F: 3 clusters Score -3663424 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3663844.750000 Penalty: 5077.991699
	Iteration 2Q: 3 clusters Score -3663845 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3664169.500000 Penalty: 5077.991699
	Iteration 3Q: 3 clusters Score -3664170 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3664425.500000 Penalty: 5077.991699
	Iteration 4Q: 3 clusters Score -3664426 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3664630.750000 Penalty: 5077.991699
	Iteration 5Q: 3 clusters Score -3664631 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3664821.000000 Penalty: 5077.991699
	Iteration 6Q: 3 clusters Score -3664821 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3665052.000000 Penalty: 5077.991699
	Iteration 7Q: 3 clusters Score -3665052 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3665316.750000 Penalty: 5077.991699
	Iteration 8Q: 3 clusters Score -3665317 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3665582.000000 Penalty: 5077.991699
	Iteration 9Q: 3 clusters Score -3665582 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3665958.750000 Penalty: 5077.991699
	Iteration 10Q: 3 clusters Score -3665959 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3666477.000000 Penalty: 5077.991699
	Iteration 11Q: 3 clusters Score -3666477 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3667260.250000 Penalty: 5077.991699
	Iteration 12Q: 3 clusters Score -3667260 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3668395.500000 Penalty: 5077.991699
	Iteration 13F: 3 clusters Score -3668396 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3669675.250000 Penalty: 5077.991699
	Iteration 14F: 3 clusters Score -3669675 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3671006.000000 Penalty: 5077.991699
	Iteration 15F: 3 clusters Score -3671006 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3672133.750000 Penalty: 5077.991699
	Iteration 16Q: 3 clusters Score -3672134 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3672833.000000 Penalty: 5077.991699
	Iteration 17Q: 3 clusters Score -3672833 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3673201.250000 Penalty: 5077.991699
	Iteration 18Q: 3 clusters Score -3673201 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3673382.750000 Penalty: 5077.991699
	Iteration 19Q: 3 clusters Score -3673383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3673495.250000 Penalty: 5077.991699
	Iteration 20F: 3 clusters Score -3673495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3673571.250000 Penalty: 5077.991699
	Iteration 21Q: 3 clusters Score -3673571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3673608.000000 Penalty: 5077.991699
	Iteration 22Q: 3 clusters Score -3673608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3673647.750000 Penalty: 5077.991699
	Iteration 23Q: 3 clusters Score -3673648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3673668.250000 Penalty: 5077.991699
	Iteration 24Q: 3 clusters Score -3673668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3673674.250000 Penalty: 5077.991699
	Iteration 25Q: 3 clusters Score -3673674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3673684.250000 Penalty: 5077.991699
	Iteration 26Q: 3 clusters Score -3673684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3673700.500000 Penalty: 5077.991699
	Iteration 27Q: 3 clusters Score -3673700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3673716.750000 Penalty: 5077.991699
	Iteration 28Q: 3 clusters Score -3673717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3673736.000000 Penalty: 5077.991699
	Iteration 29Q: 3 clusters Score -3673736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3673745.250000 Penalty: 5077.991699
	Iteration 30Q: 3 clusters Score -3673745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3673743.250000 Penalty: 5077.991699
	Iteration 31Q: 3 clusters Score -3673743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3673743.250000 Penalty: 5077.991699
	Iteration 32F: 3 clusters Score -3673743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158977 members 
Entering Unmasked Estep 
Score: -21273940.000000 Penalty: 2970.175781
	Iteration 0F: 2 clusters Score -2.127394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -21173252.000000 Penalty: 5940.351562
	Iteration 0F: 3 clusters Score -2.117325e+07 nChanged 75973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -21217366.000000 Penalty: 5940.351562
	Iteration 1F: 3 clusters Score -2.121737e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -21219110.000000 Penalty: 5940.351562
	Iteration 2Q: 3 clusters Score -2.121911e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -21222016.000000 Penalty: 5940.351562
	Iteration 3Q: 3 clusters Score -2.122202e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -21226280.000000 Penalty: 5940.351562
	Iteration 4Q: 3 clusters Score -2.122628e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -21232376.000000 Penalty: 5940.351562
	Iteration 5F: 3 clusters Score -2.123238e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -21239542.000000 Penalty: 5940.351562
	Iteration 6F: 3 clusters Score -2.123954e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -21246268.000000 Penalty: 5940.351562
	Iteration 7F: 3 clusters Score -2.124627e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -21251852.000000 Penalty: 5940.351562
	Iteration 8F: 3 clusters Score -2.125185e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -21256140.000000 Penalty: 5940.351562
	Iteration 9Q: 3 clusters Score -2.125614e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -21259158.000000 Penalty: 5940.351562
	Iteration 10Q: 3 clusters Score -2.125916e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -21261352.000000 Penalty: 5940.351562
	Iteration 11Q: 3 clusters Score -2.126135e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126563 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -21263228.000000 Penalty: 5940.351562
	Iteration 12Q: 3 clusters Score -2.126323e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -21264702.000000 Penalty: 5940.351562
	Iteration 13Q: 3 clusters Score -2.12647e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -21265912.000000 Penalty: 5940.351562
	Iteration 14Q: 3 clusters Score -2.126591e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -21266758.000000 Penalty: 5940.351562
	Iteration 15Q: 3 clusters Score -2.126676e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137330 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -21267688.000000 Penalty: 5940.351562
	Iteration 16Q: 3 clusters Score -2.126769e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -21268342.000000 Penalty: 5940.351562
	Iteration 17Q: 3 clusters Score -2.126834e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141456 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -21268912.000000 Penalty: 5940.351562
	Iteration 18Q: 3 clusters Score -2.126891e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143265 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -21269430.000000 Penalty: 5940.351562
	Iteration 19Q: 3 clusters Score -2.126943e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -21269962.000000 Penalty: 5940.351562
	Iteration 20F: 3 clusters Score -2.126996e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146317 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -21270300.000000 Penalty: 5940.351562
	Iteration 21Q: 3 clusters Score -2.12703e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147459 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -21270642.000000 Penalty: 5940.351562
	Iteration 22Q: 3 clusters Score -2.127064e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -21270916.000000 Penalty: 5940.351562
	Iteration 23Q: 3 clusters Score -2.127092e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -21271124.000000 Penalty: 5940.351562
	Iteration 24Q: 3 clusters Score -2.127112e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -21271364.000000 Penalty: 5940.351562
	Iteration 25Q: 3 clusters Score -2.127136e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -21271474.000000 Penalty: 5940.351562
	Iteration 26Q: 3 clusters Score -2.127147e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -21271614.000000 Penalty: 5940.351562
	Iteration 27Q: 3 clusters Score -2.127161e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -21271700.000000 Penalty: 5940.351562
	Iteration 28Q: 3 clusters Score -2.12717e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -21271776.000000 Penalty: 5940.351562
	Iteration 29Q: 3 clusters Score -2.127178e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -21271828.000000 Penalty: 5940.351562
	Iteration 30Q: 3 clusters Score -2.127183e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -21271878.000000 Penalty: 5940.351562
	Iteration 31Q: 3 clusters Score -2.127188e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -21271942.000000 Penalty: 5940.351562
	Iteration 32Q: 3 clusters Score -2.127194e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153130 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -21271970.000000 Penalty: 5940.351562
	Iteration 33Q: 3 clusters Score -2.127197e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -21272000.000000 Penalty: 5940.351562
	Iteration 34Q: 3 clusters Score -2.1272e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -21272034.000000 Penalty: 5940.351562
	Iteration 35Q: 3 clusters Score -2.127203e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153586 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -21272028.000000 Penalty: 5940.351562
	Iteration 36Q: 3 clusters Score -2.127203e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -21272096.000000 Penalty: 5940.351562
	Iteration 37Q: 3 clusters Score -2.12721e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -21272104.000000 Penalty: 5940.351562
	Iteration 38Q: 3 clusters Score -2.12721e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -21272092.000000 Penalty: 5940.351562
	Iteration 39Q: 3 clusters Score -2.127209e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154033 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -21272090.000000 Penalty: 5940.351562
	Iteration 40F: 3 clusters Score -2.127209e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -21272154.000000 Penalty: 5940.351562
	Iteration 41Q: 3 clusters Score -2.127215e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154193 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -21272174.000000 Penalty: 5940.351562
	Iteration 42Q: 3 clusters Score -2.127217e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -21272186.000000 Penalty: 5940.351562
	Iteration 43Q: 3 clusters Score -2.127219e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -21272186.000000 Penalty: 5940.351562
	Iteration 44Q: 3 clusters Score -2.127219e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -21272196.000000 Penalty: 5940.351562
	Iteration 45Q: 3 clusters Score -2.12722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154401 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -21272184.000000 Penalty: 5940.351562
	Iteration 46Q: 3 clusters Score -2.127218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -21272212.000000 Penalty: 5940.351562
	Iteration 47Q: 3 clusters Score -2.127221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154483 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -21272210.000000 Penalty: 5940.351562
	Iteration 48Q: 3 clusters Score -2.127221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -21272210.000000 Penalty: 5940.351562
	Iteration 49Q: 3 clusters Score -2.127221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -21272224.000000 Penalty: 5940.351562
	Iteration 50Q: 3 clusters Score -2.127222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154556 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -21272218.000000 Penalty: 5940.351562
	Iteration 51Q: 3 clusters Score -2.127222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -21272216.000000 Penalty: 5940.351562
	Iteration 52Q: 3 clusters Score -2.127222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -21272246.000000 Penalty: 5940.351562
	Iteration 53Q: 3 clusters Score -2.127225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -21272230.000000 Penalty: 5940.351562
	Iteration 54Q: 3 clusters Score -2.127223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -21272236.000000 Penalty: 5940.351562
	Iteration 55Q: 3 clusters Score -2.127224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -21272236.000000 Penalty: 5940.351562
	Iteration 56Q: 3 clusters Score -2.127224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -21272248.000000 Penalty: 5940.351562
	Iteration 57Q: 3 clusters Score -2.127225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -21272234.000000 Penalty: 5940.351562
	Iteration 58Q: 3 clusters Score -2.127223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -21272230.000000 Penalty: 5940.351562
	Iteration 59Q: 3 clusters Score -2.127223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154721 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21272244.000000 Penalty: 5940.351562
	Iteration 60F: 3 clusters Score -2.127224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -21272230.000000 Penalty: 5940.351562
	Iteration 61Q: 3 clusters Score -2.127223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154745 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -21272224.000000 Penalty: 5940.351562
	Iteration 62Q: 3 clusters Score -2.127222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -21272234.000000 Penalty: 5940.351562
	Iteration 63Q: 3 clusters Score -2.127223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -21272234.000000 Penalty: 5940.351562
	Iteration 64Q: 3 clusters Score -2.127223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -21272242.000000 Penalty: 5940.351562
	Iteration 65Q: 3 clusters Score -2.127224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -21272246.000000 Penalty: 5940.351562
	Iteration 66Q: 3 clusters Score -2.127225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21272256.000000 Penalty: 5940.351562
	Iteration 67Q: 3 clusters Score -2.127226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -21272248.000000 Penalty: 5940.351562
	Iteration 68Q: 3 clusters Score -2.127225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -21272256.000000 Penalty: 5940.351562
	Iteration 69Q: 3 clusters Score -2.127226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21272266.000000 Penalty: 5940.351562
	Iteration 70Q: 3 clusters Score -2.127227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -21272276.000000 Penalty: 5940.351562
	Iteration 71Q: 3 clusters Score -2.127228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -21272262.000000 Penalty: 5940.351562
	Iteration 72Q: 3 clusters Score -2.127226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -21272264.000000 Penalty: 5940.351562
	Iteration 73Q: 3 clusters Score -2.127226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -21272254.000000 Penalty: 5940.351562
	Iteration 74Q: 3 clusters Score -2.127225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -21272286.000000 Penalty: 5940.351562
	Iteration 75Q: 3 clusters Score -2.127229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -21272286.000000 Penalty: 5940.351562
	Iteration 76Q: 3 clusters Score -2.127229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -21272294.000000 Penalty: 5940.351562
	Iteration 77Q: 3 clusters Score -2.127229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -21272280.000000 Penalty: 5940.351562
	Iteration 78Q: 3 clusters Score -2.127228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -21272272.000000 Penalty: 5940.351562
	Iteration 79Q: 3 clusters Score -2.127227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -21272280.000000 Penalty: 5940.351562
	Iteration 80F: 3 clusters Score -2.127228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -21272268.000000 Penalty: 5940.351562
	Iteration 81Q: 3 clusters Score -2.127227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -21272274.000000 Penalty: 5940.351562
	Iteration 82Q: 3 clusters Score -2.127227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21272276.000000 Penalty: 5940.351562
	Iteration 83Q: 3 clusters Score -2.127228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -21272286.000000 Penalty: 5940.351562
	Iteration 84Q: 3 clusters Score -2.127229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -21272298.000000 Penalty: 5940.351562
	Iteration 85Q: 3 clusters Score -2.12723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -21272300.000000 Penalty: 5940.351562
	Iteration 86Q: 3 clusters Score -2.12723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21272296.000000 Penalty: 5940.351562
	Iteration 87Q: 3 clusters Score -2.12723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -21272306.000000 Penalty: 5940.351562
	Iteration 88Q: 3 clusters Score -2.127231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21272306.000000 Penalty: 5940.351562
	Iteration 89Q: 3 clusters Score -2.127231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21272306.000000 Penalty: 5940.351562
	Iteration 90F: 3 clusters Score -2.127231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 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 605 members 
Entering Unmasked Estep 
Score: -159673.796875 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159673.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160237.453125 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160237.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160555.062500 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160555.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160789.140625 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -160789.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160955.515625 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -160955.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161092.343750 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -161092.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161200.453125 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -161200.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161262.328125 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -161262.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -161306.390625 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -161306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161324.140625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -161324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -161336.890625 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -161336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -161345.140625 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -161345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -161354.984375 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -161355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161363.656250 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -161363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161368.718750 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -161368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161375.203125 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -161375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161384.859375 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -161384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161386.390625 Penalty: 3551.008789
	Iteration 17F: 3 clusters Score -161386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -161392.218750 Penalty: 3551.008789
	Iteration 18Q: 3 clusters Score -161392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161394.531250 Penalty: 3551.008789
	Iteration 19Q: 3 clusters Score -161394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161394.531250 Penalty: 3551.008789
	Iteration 20F: 3 clusters Score -161394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -591525.375000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -591525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -587291.000000 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -587291 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -588260.562500 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -588260.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -588463.562500 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -588463.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -588602.500000 Penalty: 4175.893066
	Iteration 3F: 3 clusters Score -588602.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -588718.187500 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -588718.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -588829.562500 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -588829.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -588916.750000 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -588916.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -588997.187500 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -588997.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -589065.937500 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -589065.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -589127.937500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -589127.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -589182.500000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -589182.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -589231.375000 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -589231.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -589270.125000 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -589270.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -589311.812500 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -589311.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -589348.562500 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -589348.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -589376.687500 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -589376.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -589408.375000 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -589408.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -589433.687500 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -589433.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -589455.750000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -589455.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -589477.000000 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -589477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -589505.812500 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -589505.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -589539.125000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -589539.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -589565.375000 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -589565.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -589584.687500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -589584.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -589604.625000 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -589604.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -589619.312500 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -589619.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -589639.500000 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -589639.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -589662.625000 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -589662.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -589686.125000 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -589686.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -589703.937500 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -589703.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -589713.437500 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -589713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -589716.625000 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -589716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -589723.687500 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -589723.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -589731.625000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -589731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -589743.937500 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -589743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -589757.750000 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -589757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -589764.875000 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -589764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -589774.250000 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -589774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -589780.562500 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -589780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -589788.437500 Penalty: 4175.893066
	Iteration 39Q: 3 clusters Score -589788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -589797.875000 Penalty: 4175.893066
	Iteration 40F: 3 clusters Score -589797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -589803.125000 Penalty: 4175.893066
	Iteration 41Q: 3 clusters Score -589803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -589811.125000 Penalty: 4175.893066
	Iteration 42Q: 3 clusters Score -589811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -589818.562500 Penalty: 4175.893066
	Iteration 43Q: 3 clusters Score -589818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -589823.187500 Penalty: 4175.893066
	Iteration 44Q: 3 clusters Score -589823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -589829.937500 Penalty: 4175.893066
	Iteration 45Q: 3 clusters Score -589829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -589832.062500 Penalty: 4175.893066
	Iteration 46Q: 3 clusters Score -589832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -589836.562500 Penalty: 4175.893066
	Iteration 47Q: 3 clusters Score -589836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -589840.875000 Penalty: 4175.893066
	Iteration 48Q: 3 clusters Score -589840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -589844.875000 Penalty: 4175.893066
	Iteration 49Q: 3 clusters Score -589844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -589847.562500 Penalty: 4175.893066
	Iteration 50Q: 3 clusters Score -589847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -589848.312500 Penalty: 4175.893066
	Iteration 51Q: 3 clusters Score -589848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -589848.062500 Penalty: 4175.893066
	Iteration 52Q: 3 clusters Score -589848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -589848.625000 Penalty: 4175.893066
	Iteration 53Q: 3 clusters Score -589848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -589848.625000 Penalty: 4175.893066
	Iteration 54F: 3 clusters Score -589848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -560035.937500 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -560035.9 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 2238 members 
Entering Unmasked Estep 
Score: -555880.062500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -555880.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -556794.812500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -556794.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -556966.000000 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -556966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -557062.187500 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -557062.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -557138.875000 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -557138.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -557212.562500 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -557212.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -557272.062500 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -557272.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -557324.000000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -557324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -557377.125000 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -557377.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -557416.500000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -557416.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -557457.750000 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -557457.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -557500.812500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -557500.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -557551.062500 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -557551.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -557604.625000 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -557604.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -557663.750000 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -557663.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -557730.062500 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -557730.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -557790.375000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -557790.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -557842.187500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -557842.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -557886.312500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -557886.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -557918.500000 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -557918.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -557954.312500 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -557954.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -557986.812500 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -557986.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -558028.375000 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -558028.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -558053.312500 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -558053.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -558081.812500 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -558081.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -558111.187500 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -558111.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -558138.937500 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -558138.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -558170.625000 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -558170.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -558197.000000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -558197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -558223.312500 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -558223.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -558242.187500 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -558242.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -558256.500000 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -558256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -558264.812500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -558264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -558282.625000 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -558282.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -558299.187500 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -558299.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -558311.500000 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -558311.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -558325.062500 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -558325.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -558333.500000 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -558333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -558339.125000 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -558339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -558342.125000 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -558342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -558343.875000 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -558343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -558348.250000 Penalty: 4165.611328
	Iteration 41Q: 3 clusters Score -558348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -558349.875000 Penalty: 4165.611328
	Iteration 42Q: 3 clusters Score -558349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -558353.375000 Penalty: 4165.611328
	Iteration 43Q: 3 clusters Score -558353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -558356.625000 Penalty: 4165.611328
	Iteration 44Q: 3 clusters Score -558356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -558360.187500 Penalty: 4165.611328
	Iteration 45Q: 3 clusters Score -558360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -558364.937500 Penalty: 4165.611328
	Iteration 46Q: 3 clusters Score -558364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -558368.250000 Penalty: 4165.611328
	Iteration 47Q: 3 clusters Score -558368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -558368.250000 Penalty: 4165.611328
	Iteration 48Q: 3 clusters Score -558368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -558369.375000 Penalty: 4165.611328
	Iteration 49Q: 3 clusters Score -558369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -558370.750000 Penalty: 4165.611328
	Iteration 50Q: 3 clusters Score -558370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -558371.187500 Penalty: 4165.611328
	Iteration 51Q: 3 clusters Score -558371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -558371.562500 Penalty: 4165.611328
	Iteration 52Q: 3 clusters Score -558371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -558371.187500 Penalty: 4165.611328
	Iteration 53Q: 3 clusters Score -558371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -558372.312500 Penalty: 4165.611328
	Iteration 54Q: 3 clusters Score -558372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -558372.312500 Penalty: 4165.611328
	Iteration 55F: 3 clusters Score -558372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -969256.750000 Penalty: 2207.505127
	Iteration 0F: 2 clusters Score -969256.8 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 3625 members 
Entering Unmasked Estep 
Score: -963326.687500 Penalty: 4415.010254
	Iteration 0F: 3 clusters Score -963326.7 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -964966.750000 Penalty: 4415.010254
	Iteration 1F: 3 clusters Score -964966.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -965223.687500 Penalty: 4415.010254
	Iteration 2F: 3 clusters Score -965223.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -965397.875000 Penalty: 4415.010254
	Iteration 3Q: 3 clusters Score -965397.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -965570.750000 Penalty: 4415.010254
	Iteration 4Q: 3 clusters Score -965570.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -965819.437500 Penalty: 4415.010254
	Iteration 5Q: 3 clusters Score -965819.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -966081.375000 Penalty: 4415.010254
	Iteration 6Q: 3 clusters Score -966081.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -966348.500000 Penalty: 4415.010254
	Iteration 7F: 3 clusters Score -966348.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -966596.625000 Penalty: 4415.010254
	Iteration 8F: 3 clusters Score -966596.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -966797.562500 Penalty: 4415.010254
	Iteration 9Q: 3 clusters Score -966797.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -966926.812500 Penalty: 4415.010254
	Iteration 10Q: 3 clusters Score -966926.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -967025.875000 Penalty: 4415.010254
	Iteration 11Q: 3 clusters Score -967025.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -967092.125000 Penalty: 4415.010254
	Iteration 12Q: 3 clusters Score -967092.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -967142.500000 Penalty: 4415.010254
	Iteration 13Q: 3 clusters Score -967142.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -967172.375000 Penalty: 4415.010254
	Iteration 14Q: 3 clusters Score -967172.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -967194.875000 Penalty: 4415.010254
	Iteration 15Q: 3 clusters Score -967194.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -967214.562500 Penalty: 4415.010254
	Iteration 16Q: 3 clusters Score -967214.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -967230.187500 Penalty: 4415.010254
	Iteration 17Q: 3 clusters Score -967230.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -967239.250000 Penalty: 4415.010254
	Iteration 18Q: 3 clusters Score -967239.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -967245.312500 Penalty: 4415.010254
	Iteration 19Q: 3 clusters Score -967245.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -967248.937500 Penalty: 4415.010254
	Iteration 20F: 3 clusters Score -967248.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -967253.125000 Penalty: 4415.010254
	Iteration 21Q: 3 clusters Score -967253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -967257.312500 Penalty: 4415.010254
	Iteration 22Q: 3 clusters Score -967257.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -967263.875000 Penalty: 4415.010254
	Iteration 23Q: 3 clusters Score -967263.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -967265.187500 Penalty: 4415.010254
	Iteration 24Q: 3 clusters Score -967265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -967270.125000 Penalty: 4415.010254
	Iteration 25Q: 3 clusters Score -967270.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -967274.750000 Penalty: 4415.010254
	Iteration 26Q: 3 clusters Score -967274.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -967278.312500 Penalty: 4415.010254
	Iteration 27Q: 3 clusters Score -967278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -967281.312500 Penalty: 4415.010254
	Iteration 28Q: 3 clusters Score -967281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -967281.875000 Penalty: 4415.010254
	Iteration 29Q: 3 clusters Score -967281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -967285.875000 Penalty: 4415.010254
	Iteration 30Q: 3 clusters Score -967285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -967289.375000 Penalty: 4415.010254
	Iteration 31Q: 3 clusters Score -967289.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -967290.000000 Penalty: 4415.010254
	Iteration 32Q: 3 clusters Score -967290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -967295.187500 Penalty: 4415.010254
	Iteration 33Q: 3 clusters Score -967295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -967298.500000 Penalty: 4415.010254
	Iteration 34Q: 3 clusters Score -967298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -967299.312500 Penalty: 4415.010254
	Iteration 35Q: 3 clusters Score -967299.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -967303.437500 Penalty: 4415.010254
	Iteration 36Q: 3 clusters Score -967303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -967303.562500 Penalty: 4415.010254
	Iteration 37Q: 3 clusters Score -967303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -967307.000000 Penalty: 4415.010254
	Iteration 38Q: 3 clusters Score -967307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -967312.937500 Penalty: 4415.010254
	Iteration 39Q: 3 clusters Score -967312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -967314.062500 Penalty: 4415.010254
	Iteration 40F: 3 clusters Score -967314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -967311.562500 Penalty: 4415.010254
	Iteration 41Q: 3 clusters Score -967311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -967312.937500 Penalty: 4415.010254
	Iteration 42Q: 3 clusters Score -967312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -967316.437500 Penalty: 4415.010254
	Iteration 43Q: 3 clusters Score -967316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -967317.625000 Penalty: 4415.010254
	Iteration 44Q: 3 clusters Score -967317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -967319.000000 Penalty: 4415.010254
	Iteration 45Q: 3 clusters Score -967319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -967319.625000 Penalty: 4415.010254
	Iteration 46Q: 3 clusters Score -967319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -967321.875000 Penalty: 4415.010254
	Iteration 47Q: 3 clusters Score -967321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -967318.812500 Penalty: 4415.010254
	Iteration 48Q: 3 clusters Score -967318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -967319.125000 Penalty: 4415.010254
	Iteration 49Q: 3 clusters Score -967319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -967321.375000 Penalty: 4415.010254
	Iteration 50Q: 3 clusters Score -967321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -967321.000000 Penalty: 4415.010254
	Iteration 51Q: 3 clusters Score -967321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -967322.562500 Penalty: 4415.010254
	Iteration 52Q: 3 clusters Score -967322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -967322.500000 Penalty: 4415.010254
	Iteration 53Q: 3 clusters Score -967322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -967322.250000 Penalty: 4415.010254
	Iteration 54Q: 3 clusters Score -967322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -967321.125000 Penalty: 4415.010254
	Iteration 55Q: 3 clusters Score -967321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -967321.187500 Penalty: 4415.010254
	Iteration 56Q: 3 clusters Score -967321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -967321.562500 Penalty: 4415.010254
	Iteration 57Q: 3 clusters Score -967321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -967323.125000 Penalty: 4415.010254
	Iteration 58Q: 3 clusters Score -967323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -967323.687500 Penalty: 4415.010254
	Iteration 59Q: 3 clusters Score -967323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -967324.000000 Penalty: 4415.010254
	Iteration 60F: 3 clusters Score -967324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -967323.625000 Penalty: 4415.010254
	Iteration 61Q: 3 clusters Score -967323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -967326.812500 Penalty: 4415.010254
	Iteration 62Q: 3 clusters Score -967326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -967327.062500 Penalty: 4415.010254
	Iteration 63Q: 3 clusters Score -967327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -967325.312500 Penalty: 4415.010254
	Iteration 64Q: 3 clusters Score -967325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -967326.000000 Penalty: 4415.010254
	Iteration 65Q: 3 clusters Score -967326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -967325.562500 Penalty: 4415.010254
	Iteration 66Q: 3 clusters Score -967325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -967327.687500 Penalty: 4415.010254
	Iteration 67Q: 3 clusters Score -967327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -967327.062500 Penalty: 4415.010254
	Iteration 68Q: 3 clusters Score -967327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -967327.937500 Penalty: 4415.010254
	Iteration 69Q: 3 clusters Score -967327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -967327.312500 Penalty: 4415.010254
	Iteration 70Q: 3 clusters Score -967327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -967326.312500 Penalty: 4415.010254
	Iteration 71Q: 3 clusters Score -967326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -967326.312500 Penalty: 4415.010254
	Iteration 72F: 3 clusters Score -967326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -1262836.500000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -1262836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1255377.375000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -1255377 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1257757.250000 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -1257757 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1258366.625000 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -1258367 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1258805.875000 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -1258806 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1259133.750000 Penalty: 4555.567871
	Iteration 4F: 3 clusters Score -1259134 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1259422.375000 Penalty: 4555.567871
	Iteration 5Q: 3 clusters Score -1259422 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1259650.750000 Penalty: 4555.567871
	Iteration 6Q: 3 clusters Score -1259651 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1259815.750000 Penalty: 4555.567871
	Iteration 7Q: 3 clusters Score -1259816 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1259952.625000 Penalty: 4555.567871
	Iteration 8Q: 3 clusters Score -1259953 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1260057.875000 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -1260058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1260141.875000 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -1260142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1260197.375000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -1260197 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1260232.500000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -1260232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1260249.750000 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -1260250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1260264.250000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -1260264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1260281.500000 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -1260282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1260287.250000 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -1260287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1260293.000000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -1260293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1260295.500000 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -1260296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1260298.250000 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -1260298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1260296.375000 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -1260296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1260298.750000 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -1260299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1260302.375000 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -1260302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1260305.750000 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -1260306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1260307.375000 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -1260307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1260307.375000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -1260307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1260309.125000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -1260309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1260310.875000 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -1260311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1260310.375000 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -1260310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1260309.125000 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -1260309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1260311.750000 Penalty: 4555.567871
	Iteration 30Q: 3 clusters Score -1260312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1260314.000000 Penalty: 4555.567871
	Iteration 31Q: 3 clusters Score -1260314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1260312.375000 Penalty: 4555.567871
	Iteration 32Q: 3 clusters Score -1260312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1260313.250000 Penalty: 4555.567871
	Iteration 33Q: 3 clusters Score -1260313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1260312.625000 Penalty: 4555.567871
	Iteration 34Q: 3 clusters Score -1260313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1260312.625000 Penalty: 4555.567871
	Iteration 35F: 3 clusters Score -1260313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Entering Unmasked Estep 
Score: -12872534.000000 Penalty: 2846.639648
	Iteration 0F: 2 clusters Score -1.287253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -12808046.000000 Penalty: 5693.279297
	Iteration 0F: 3 clusters Score -1.280805e+07 nChanged 45578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -12833623.000000 Penalty: 5693.279297
	Iteration 1F: 3 clusters Score -1.283362e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -12834140.000000 Penalty: 5693.279297
	Iteration 2Q: 3 clusters Score -1.283414e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -12834620.000000 Penalty: 5693.279297
	Iteration 3Q: 3 clusters Score -1.283462e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -12835457.000000 Penalty: 5693.279297
	Iteration 4Q: 3 clusters Score -1.283546e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -12836351.000000 Penalty: 5693.279297
	Iteration 5Q: 3 clusters Score -1.283635e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -12838007.000000 Penalty: 5693.279297
	Iteration 6Q: 3 clusters Score -1.283801e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -12840328.000000 Penalty: 5693.279297
	Iteration 7Q: 3 clusters Score -1.284033e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -12843994.000000 Penalty: 5693.279297
	Iteration 8F: 3 clusters Score -1.284399e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -12849199.000000 Penalty: 5693.279297
	Iteration 9F: 3 clusters Score -1.28492e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -12855235.000000 Penalty: 5693.279297
	Iteration 10F: 3 clusters Score -1.285524e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -12861022.000000 Penalty: 5693.279297
	Iteration 11F: 3 clusters Score -1.286102e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -12865512.000000 Penalty: 5693.279297
	Iteration 12F: 3 clusters Score -1.286551e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -12867968.000000 Penalty: 5693.279297
	Iteration 13Q: 3 clusters Score -1.286797e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -12869130.000000 Penalty: 5693.279297
	Iteration 14Q: 3 clusters Score -1.286913e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -12869708.000000 Penalty: 5693.279297
	Iteration 15Q: 3 clusters Score -1.286971e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -12870038.000000 Penalty: 5693.279297
	Iteration 16Q: 3 clusters Score -1.287004e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -12870161.000000 Penalty: 5693.279297
	Iteration 17Q: 3 clusters Score -1.287016e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -12870291.000000 Penalty: 5693.279297
	Iteration 18Q: 3 clusters Score -1.287029e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -12870339.000000 Penalty: 5693.279297
	Iteration 19Q: 3 clusters Score -1.287034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -12870360.000000 Penalty: 5693.279297
	Iteration 20F: 3 clusters Score -1.287036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12870395.000000 Penalty: 5693.279297
	Iteration 21Q: 3 clusters Score -1.28704e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -12870425.000000 Penalty: 5693.279297
	Iteration 22Q: 3 clusters Score -1.287042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12870454.000000 Penalty: 5693.279297
	Iteration 23Q: 3 clusters Score -1.287045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12870463.000000 Penalty: 5693.279297
	Iteration 24Q: 3 clusters Score -1.287046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12870467.000000 Penalty: 5693.279297
	Iteration 25Q: 3 clusters Score -1.287047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -12870473.000000 Penalty: 5693.279297
	Iteration 26Q: 3 clusters Score -1.287047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -12870494.000000 Penalty: 5693.279297
	Iteration 27Q: 3 clusters Score -1.287049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -12870491.000000 Penalty: 5693.279297
	Iteration 28Q: 3 clusters Score -1.287049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -12870480.000000 Penalty: 5693.279297
	Iteration 29Q: 3 clusters Score -1.287048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12870493.000000 Penalty: 5693.279297
	Iteration 30Q: 3 clusters Score -1.287049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -12870500.000000 Penalty: 5693.279297
	Iteration 31Q: 3 clusters Score -1.28705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -12870494.000000 Penalty: 5693.279297
	Iteration 32Q: 3 clusters Score -1.287049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -12870502.000000 Penalty: 5693.279297
	Iteration 33Q: 3 clusters Score -1.28705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -12870499.000000 Penalty: 5693.279297
	Iteration 34Q: 3 clusters Score -1.28705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -12870497.000000 Penalty: 5693.279297
	Iteration 35Q: 3 clusters Score -1.28705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12870498.000000 Penalty: 5693.279297
	Iteration 36Q: 3 clusters Score -1.28705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -12870504.000000 Penalty: 5693.279297
	Iteration 37Q: 3 clusters Score -1.28705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12870498.000000 Penalty: 5693.279297
	Iteration 38Q: 3 clusters Score -1.28705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12870498.000000 Penalty: 5693.279297
	Iteration 39F: 3 clusters Score -1.28705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Entering Unmasked Estep 
Score: -2039128.500000 Penalty: 2395.335205
	Iteration 0F: 2 clusters Score -2039128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2027759.750000 Penalty: 4790.670410
	Iteration 0F: 3 clusters Score -2027760 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2031600.125000 Penalty: 4790.670410
	Iteration 1F: 3 clusters Score -2031600 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2032190.875000 Penalty: 4790.670410
	Iteration 2F: 3 clusters Score -2032191 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2032844.625000 Penalty: 4790.670410
	Iteration 3F: 3 clusters Score -2032845 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2033609.375000 Penalty: 4790.670410
	Iteration 4F: 3 clusters Score -2033609 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2034397.625000 Penalty: 4790.670410
	Iteration 5F: 3 clusters Score -2034398 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2035193.125000 Penalty: 4790.670410
	Iteration 6F: 3 clusters Score -2035193 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2035800.750000 Penalty: 4790.670410
	Iteration 7F: 3 clusters Score -2035801 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2036215.250000 Penalty: 4790.670410
	Iteration 8Q: 3 clusters Score -2036215 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2036502.875000 Penalty: 4790.670410
	Iteration 9Q: 3 clusters Score -2036503 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2036683.250000 Penalty: 4790.670410
	Iteration 10Q: 3 clusters Score -2036683 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2036792.875000 Penalty: 4790.670410
	Iteration 11Q: 3 clusters Score -2036793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2036864.000000 Penalty: 4790.670410
	Iteration 12Q: 3 clusters Score -2036864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2036898.625000 Penalty: 4790.670410
	Iteration 13Q: 3 clusters Score -2036899 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2036912.625000 Penalty: 4790.670410
	Iteration 14Q: 3 clusters Score -2036913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2036923.750000 Penalty: 4790.670410
	Iteration 15Q: 3 clusters Score -2036924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2036936.125000 Penalty: 4790.670410
	Iteration 16Q: 3 clusters Score -2036936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2036945.375000 Penalty: 4790.670410
	Iteration 17Q: 3 clusters Score -2036945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2036955.750000 Penalty: 4790.670410
	Iteration 18Q: 3 clusters Score -2036956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2036960.125000 Penalty: 4790.670410
	Iteration 19Q: 3 clusters Score -2036960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2036968.750000 Penalty: 4790.670410
	Iteration 20F: 3 clusters Score -2036969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2036977.500000 Penalty: 4790.670410
	Iteration 21Q: 3 clusters Score -2036978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2036984.750000 Penalty: 4790.670410
	Iteration 22Q: 3 clusters Score -2036985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2036984.000000 Penalty: 4790.670410
	Iteration 23Q: 3 clusters Score -2036984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2036989.000000 Penalty: 4790.670410
	Iteration 24Q: 3 clusters Score -2036989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2036991.375000 Penalty: 4790.670410
	Iteration 25Q: 3 clusters Score -2036991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2037001.875000 Penalty: 4790.670410
	Iteration 26Q: 3 clusters Score -2037002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2037001.125000 Penalty: 4790.670410
	Iteration 27Q: 3 clusters Score -2037001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2037001.750000 Penalty: 4790.670410
	Iteration 28Q: 3 clusters Score -2037002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2037006.125000 Penalty: 4790.670410
	Iteration 29Q: 3 clusters Score -2037006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2037008.375000 Penalty: 4790.670410
	Iteration 30Q: 3 clusters Score -2037008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2037007.750000 Penalty: 4790.670410
	Iteration 31Q: 3 clusters Score -2037008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2037014.000000 Penalty: 4790.670410
	Iteration 32Q: 3 clusters Score -2037014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2037015.500000 Penalty: 4790.670410
	Iteration 33Q: 3 clusters Score -2037016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2037018.000000 Penalty: 4790.670410
	Iteration 34Q: 3 clusters Score -2037018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2037021.250000 Penalty: 4790.670410
	Iteration 35Q: 3 clusters Score -2037021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2037019.750000 Penalty: 4790.670410
	Iteration 36Q: 3 clusters Score -2037020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2037021.000000 Penalty: 4790.670410
	Iteration 37Q: 3 clusters Score -2037021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2037025.500000 Penalty: 4790.670410
	Iteration 38Q: 3 clusters Score -2037026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2037031.500000 Penalty: 4790.670410
	Iteration 39Q: 3 clusters Score -2037032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2037029.625000 Penalty: 4790.670410
	Iteration 40F: 3 clusters Score -2037030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2037033.125000 Penalty: 4790.670410
	Iteration 41Q: 3 clusters Score -2037033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2037034.375000 Penalty: 4790.670410
	Iteration 42Q: 3 clusters Score -2037034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2037038.125000 Penalty: 4790.670410
	Iteration 43Q: 3 clusters Score -2037038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2037037.250000 Penalty: 4790.670410
	Iteration 44Q: 3 clusters Score -2037037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2037042.125000 Penalty: 4790.670410
	Iteration 45Q: 3 clusters Score -2037042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2037047.000000 Penalty: 4790.670410
	Iteration 46Q: 3 clusters Score -2037047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2037043.875000 Penalty: 4790.670410
	Iteration 47Q: 3 clusters Score -2037044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2037051.125000 Penalty: 4790.670410
	Iteration 48Q: 3 clusters Score -2037051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2037059.500000 Penalty: 4790.670410
	Iteration 49Q: 3 clusters Score -2037060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2037064.875000 Penalty: 4790.670410
	Iteration 50Q: 3 clusters Score -2037065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2037070.625000 Penalty: 4790.670410
	Iteration 51Q: 3 clusters Score -2037071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2037069.500000 Penalty: 4790.670410
	Iteration 52Q: 3 clusters Score -2037070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2037085.000000 Penalty: 4790.670410
	Iteration 53Q: 3 clusters Score -2037085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2037086.250000 Penalty: 4790.670410
	Iteration 54Q: 3 clusters Score -2037086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2037094.750000 Penalty: 4790.670410
	Iteration 55Q: 3 clusters Score -2037095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2037098.375000 Penalty: 4790.670410
	Iteration 56Q: 3 clusters Score -2037098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2037106.125000 Penalty: 4790.670410
	Iteration 57Q: 3 clusters Score -2037106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2037120.000000 Penalty: 4790.670410
	Iteration 58Q: 3 clusters Score -2037120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2037123.125000 Penalty: 4790.670410
	Iteration 59Q: 3 clusters Score -2037123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2037131.375000 Penalty: 4790.670410
	Iteration 60F: 3 clusters Score -2037131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2037143.500000 Penalty: 4790.670410
	Iteration 61Q: 3 clusters Score -2037144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2037149.250000 Penalty: 4790.670410
	Iteration 62Q: 3 clusters Score -2037149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2037158.875000 Penalty: 4790.670410
	Iteration 63Q: 3 clusters Score -2037159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2037182.375000 Penalty: 4790.670410
	Iteration 64Q: 3 clusters Score -2037182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2037193.125000 Penalty: 4790.670410
	Iteration 65Q: 3 clusters Score -2037193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2037197.875000 Penalty: 4790.670410
	Iteration 66Q: 3 clusters Score -2037198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2037214.625000 Penalty: 4790.670410
	Iteration 67Q: 3 clusters Score -2037215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2037226.750000 Penalty: 4790.670410
	Iteration 68Q: 3 clusters Score -2037227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2037228.750000 Penalty: 4790.670410
	Iteration 69Q: 3 clusters Score -2037229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2037235.625000 Penalty: 4790.670410
	Iteration 70Q: 3 clusters Score -2037236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2037244.875000 Penalty: 4790.670410
	Iteration 71Q: 3 clusters Score -2037245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2037247.500000 Penalty: 4790.670410
	Iteration 72Q: 3 clusters Score -2037248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2037259.000000 Penalty: 4790.670410
	Iteration 73Q: 3 clusters Score -2037259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2037270.500000 Penalty: 4790.670410
	Iteration 74Q: 3 clusters Score -2037270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2037281.750000 Penalty: 4790.670410
	Iteration 75Q: 3 clusters Score -2037282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2037289.375000 Penalty: 4790.670410
	Iteration 76Q: 3 clusters Score -2037289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2037303.125000 Penalty: 4790.670410
	Iteration 77Q: 3 clusters Score -2037303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2037314.000000 Penalty: 4790.670410
	Iteration 78Q: 3 clusters Score -2037314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2037315.375000 Penalty: 4790.670410
	Iteration 79Q: 3 clusters Score -2037315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2037330.875000 Penalty: 4790.670410
	Iteration 80F: 3 clusters Score -2037331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2037338.250000 Penalty: 4790.670410
	Iteration 81Q: 3 clusters Score -2037338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2037338.250000 Penalty: 4790.670410
	Iteration 82Q: 3 clusters Score -2037338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2037342.625000 Penalty: 4790.670410
	Iteration 83Q: 3 clusters Score -2037343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2037347.750000 Penalty: 4790.670410
	Iteration 84Q: 3 clusters Score -2037348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2037353.125000 Penalty: 4790.670410
	Iteration 85Q: 3 clusters Score -2037353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2037363.500000 Penalty: 4790.670410
	Iteration 86Q: 3 clusters Score -2037364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2037370.125000 Penalty: 4790.670410
	Iteration 87Q: 3 clusters Score -2037370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2037377.500000 Penalty: 4790.670410
	Iteration 88Q: 3 clusters Score -2037378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2037386.625000 Penalty: 4790.670410
	Iteration 89Q: 3 clusters Score -2037387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2037387.750000 Penalty: 4790.670410
	Iteration 90Q: 3 clusters Score -2037388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2037396.125000 Penalty: 4790.670410
	Iteration 91Q: 3 clusters Score -2037396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2037396.000000 Penalty: 4790.670410
	Iteration 92Q: 3 clusters Score -2037396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2037399.750000 Penalty: 4790.670410
	Iteration 93Q: 3 clusters Score -2037400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2037408.500000 Penalty: 4790.670410
	Iteration 94Q: 3 clusters Score -2037408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2037413.625000 Penalty: 4790.670410
	Iteration 95Q: 3 clusters Score -2037414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2037417.375000 Penalty: 4790.670410
	Iteration 96Q: 3 clusters Score -2037417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2037422.000000 Penalty: 4790.670410
	Iteration 97Q: 3 clusters Score -2037422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2037427.875000 Penalty: 4790.670410
	Iteration 98Q: 3 clusters Score -2037428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2037439.125000 Penalty: 4790.670410
	Iteration 99Q: 3 clusters Score -2037439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2037446.625000 Penalty: 4790.670410
	Iteration 100F: 3 clusters Score -2037447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2037459.750000 Penalty: 4790.670410
	Iteration 101Q: 3 clusters Score -2037460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2037463.125000 Penalty: 4790.670410
	Iteration 102Q: 3 clusters Score -2037463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2037492.125000 Penalty: 4790.670410
	Iteration 103Q: 3 clusters Score -2037492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2037506.750000 Penalty: 4790.670410
	Iteration 104Q: 3 clusters Score -2037507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2037523.250000 Penalty: 4790.670410
	Iteration 105Q: 3 clusters Score -2037523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2037532.125000 Penalty: 4790.670410
	Iteration 106Q: 3 clusters Score -2037532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2037548.625000 Penalty: 4790.670410
	Iteration 107Q: 3 clusters Score -2037549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2037561.500000 Penalty: 4790.670410
	Iteration 108Q: 3 clusters Score -2037562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2037576.250000 Penalty: 4790.670410
	Iteration 109Q: 3 clusters Score -2037576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2037587.875000 Penalty: 4790.670410
	Iteration 110Q: 3 clusters Score -2037588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2037601.375000 Penalty: 4790.670410
	Iteration 111Q: 3 clusters Score -2037601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2037615.875000 Penalty: 4790.670410
	Iteration 112Q: 3 clusters Score -2037616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2037626.375000 Penalty: 4790.670410
	Iteration 113Q: 3 clusters Score -2037626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2037639.500000 Penalty: 4790.670410
	Iteration 114Q: 3 clusters Score -2037640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2037653.000000 Penalty: 4790.670410
	Iteration 115Q: 3 clusters Score -2037653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2037660.625000 Penalty: 4790.670410
	Iteration 116Q: 3 clusters Score -2037661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2037658.375000 Penalty: 4790.670410
	Iteration 117Q: 3 clusters Score -2037658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2037669.500000 Penalty: 4790.670410
	Iteration 118Q: 3 clusters Score -2037670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2037670.250000 Penalty: 4790.670410
	Iteration 119Q: 3 clusters Score -2037670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2037681.000000 Penalty: 4790.670410
	Iteration 120F: 3 clusters Score -2037681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2037686.875000 Penalty: 4790.670410
	Iteration 121Q: 3 clusters Score -2037687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2037695.875000 Penalty: 4790.670410
	Iteration 122Q: 3 clusters Score -2037696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2037696.125000 Penalty: 4790.670410
	Iteration 123Q: 3 clusters Score -2037696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2037706.625000 Penalty: 4790.670410
	Iteration 124Q: 3 clusters Score -2037707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2037709.125000 Penalty: 4790.670410
	Iteration 125Q: 3 clusters Score -2037709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2037717.375000 Penalty: 4790.670410
	Iteration 126Q: 3 clusters Score -2037717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2037731.375000 Penalty: 4790.670410
	Iteration 127Q: 3 clusters Score -2037731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2037732.500000 Penalty: 4790.670410
	Iteration 128Q: 3 clusters Score -2037732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2037746.750000 Penalty: 4790.670410
	Iteration 129Q: 3 clusters Score -2037747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2037765.875000 Penalty: 4790.670410
	Iteration 130Q: 3 clusters Score -2037766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2037777.625000 Penalty: 4790.670410
	Iteration 131Q: 3 clusters Score -2037778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2037782.500000 Penalty: 4790.670410
	Iteration 132Q: 3 clusters Score -2037782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2037787.500000 Penalty: 4790.670410
	Iteration 133Q: 3 clusters Score -2037788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2037789.125000 Penalty: 4790.670410
	Iteration 134Q: 3 clusters Score -2037789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2037798.250000 Penalty: 4790.670410
	Iteration 135Q: 3 clusters Score -2037798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2037809.250000 Penalty: 4790.670410
	Iteration 136Q: 3 clusters Score -2037809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2037827.375000 Penalty: 4790.670410
	Iteration 137Q: 3 clusters Score -2037827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2037846.750000 Penalty: 4790.670410
	Iteration 138Q: 3 clusters Score -2037847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2037863.625000 Penalty: 4790.670410
	Iteration 139Q: 3 clusters Score -2037864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2037884.750000 Penalty: 4790.670410
	Iteration 140F: 3 clusters Score -2037885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2037894.375000 Penalty: 4790.670410
	Iteration 141Q: 3 clusters Score -2037894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2037905.500000 Penalty: 4790.670410
	Iteration 142Q: 3 clusters Score -2037906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2037920.125000 Penalty: 4790.670410
	Iteration 143Q: 3 clusters Score -2037920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2037927.000000 Penalty: 4790.670410
	Iteration 144Q: 3 clusters Score -2037927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2037933.125000 Penalty: 4790.670410
	Iteration 145Q: 3 clusters Score -2037933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2037933.000000 Penalty: 4790.670410
	Iteration 146Q: 3 clusters Score -2037933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2037943.375000 Penalty: 4790.670410
	Iteration 147Q: 3 clusters Score -2037943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2037949.000000 Penalty: 4790.670410
	Iteration 148Q: 3 clusters Score -2037949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2037956.250000 Penalty: 4790.670410
	Iteration 149Q: 3 clusters Score -2037956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2037962.250000 Penalty: 4790.670410
	Iteration 150Q: 3 clusters Score -2037962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2037966.250000 Penalty: 4790.670410
	Iteration 151Q: 3 clusters Score -2037966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2037975.125000 Penalty: 4790.670410
	Iteration 152Q: 3 clusters Score -2037975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2037980.375000 Penalty: 4790.670410
	Iteration 153Q: 3 clusters Score -2037980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2037978.875000 Penalty: 4790.670410
	Iteration 154Q: 3 clusters Score -2037979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2037981.250000 Penalty: 4790.670410
	Iteration 155Q: 3 clusters Score -2037981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2037982.250000 Penalty: 4790.670410
	Iteration 156Q: 3 clusters Score -2037982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2037982.375000 Penalty: 4790.670410
	Iteration 157Q: 3 clusters Score -2037982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2037985.750000 Penalty: 4790.670410
	Iteration 158Q: 3 clusters Score -2037986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2037990.625000 Penalty: 4790.670410
	Iteration 159Q: 3 clusters Score -2037991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2037988.750000 Penalty: 4790.670410
	Iteration 160F: 3 clusters Score -2037989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2037990.750000 Penalty: 4790.670410
	Iteration 161Q: 3 clusters Score -2037991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2037990.625000 Penalty: 4790.670410
	Iteration 162Q: 3 clusters Score -2037991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2037990.625000 Penalty: 4790.670410
	Iteration 163F: 3 clusters Score -2037991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -451335.406250 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -451335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -447730.125000 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -447730.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -448501.406250 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -448501.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -448728.750000 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -448728.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -448895.968750 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -448896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -449040.125000 Penalty: 4060.209961
	Iteration 4Q: 3 clusters Score -449040.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -449152.875000 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -449152.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -449242.531250 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -449242.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -449328.468750 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -449328.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -449407.281250 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -449407.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -449478.093750 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -449478.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -449552.937500 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -449552.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -449598.468750 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -449598.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -449638.468750 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -449638.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -449677.312500 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -449677.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -449712.718750 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -449712.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -449730.812500 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -449730.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -449747.187500 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -449747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -449759.718750 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -449759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -449768.281250 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -449768.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -449772.687500 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -449772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -449775.000000 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -449775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -449775.843750 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -449775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -449777.906250 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -449777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -449778.812500 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -449778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -449779.562500 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -449779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -449779.875000 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -449779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -449780.187500 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -449780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -449781.187500 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -449781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -449781.187500 Penalty: 4060.209961
	Iteration 28F: 3 clusters Score -449781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -480264.156250 Penalty: 2051.597412
	Iteration 0F: 2 clusters Score -480264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -476439.250000 Penalty: 4103.194824
	Iteration 0F: 3 clusters Score -476439.2 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -477310.031250 Penalty: 4103.194824
	Iteration 1F: 3 clusters Score -477310 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -477531.437500 Penalty: 4103.194824
	Iteration 2F: 3 clusters Score -477531.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -477714.843750 Penalty: 4103.194824
	Iteration 3F: 3 clusters Score -477714.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -477876.937500 Penalty: 4103.194824
	Iteration 4Q: 3 clusters Score -477876.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -478014.343750 Penalty: 4103.194824
	Iteration 5Q: 3 clusters Score -478014.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -478120.625000 Penalty: 4103.194824
	Iteration 6Q: 3 clusters Score -478120.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -478197.437500 Penalty: 4103.194824
	Iteration 7Q: 3 clusters Score -478197.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -478264.875000 Penalty: 4103.194824
	Iteration 8Q: 3 clusters Score -478264.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -478324.468750 Penalty: 4103.194824
	Iteration 9Q: 3 clusters Score -478324.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -478378.781250 Penalty: 4103.194824
	Iteration 10Q: 3 clusters Score -478378.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -478449.468750 Penalty: 4103.194824
	Iteration 11Q: 3 clusters Score -478449.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -478528.343750 Penalty: 4103.194824
	Iteration 12Q: 3 clusters Score -478528.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -478605.375000 Penalty: 4103.194824
	Iteration 13Q: 3 clusters Score -478605.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -478677.406250 Penalty: 4103.194824
	Iteration 14Q: 3 clusters Score -478677.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -478738.750000 Penalty: 4103.194824
	Iteration 15Q: 3 clusters Score -478738.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -478799.500000 Penalty: 4103.194824
	Iteration 16Q: 3 clusters Score -478799.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -478881.562500 Penalty: 4103.194824
	Iteration 17Q: 3 clusters Score -478881.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -478972.781250 Penalty: 4103.194824
	Iteration 18Q: 3 clusters Score -478972.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -479040.000000 Penalty: 4103.194824
	Iteration 19Q: 3 clusters Score -479040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -479096.843750 Penalty: 4103.194824
	Iteration 20F: 3 clusters Score -479096.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -479138.000000 Penalty: 4103.194824
	Iteration 21Q: 3 clusters Score -479138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -479178.406250 Penalty: 4103.194824
	Iteration 22Q: 3 clusters Score -479178.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -479206.437500 Penalty: 4103.194824
	Iteration 23Q: 3 clusters Score -479206.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -479239.718750 Penalty: 4103.194824
	Iteration 24Q: 3 clusters Score -479239.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -479275.000000 Penalty: 4103.194824
	Iteration 25Q: 3 clusters Score -479275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -479315.375000 Penalty: 4103.194824
	Iteration 26Q: 3 clusters Score -479315.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -479343.843750 Penalty: 4103.194824
	Iteration 27Q: 3 clusters Score -479343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -479362.093750 Penalty: 4103.194824
	Iteration 28Q: 3 clusters Score -479362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -479380.500000 Penalty: 4103.194824
	Iteration 29Q: 3 clusters Score -479380.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -479399.625000 Penalty: 4103.194824
	Iteration 30Q: 3 clusters Score -479399.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -479423.281250 Penalty: 4103.194824
	Iteration 31Q: 3 clusters Score -479423.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -479439.718750 Penalty: 4103.194824
	Iteration 32Q: 3 clusters Score -479439.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -479460.000000 Penalty: 4103.194824
	Iteration 33Q: 3 clusters Score -479460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -479483.031250 Penalty: 4103.194824
	Iteration 34Q: 3 clusters Score -479483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -479507.031250 Penalty: 4103.194824
	Iteration 35Q: 3 clusters Score -479507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -479525.937500 Penalty: 4103.194824
	Iteration 36Q: 3 clusters Score -479525.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -479539.968750 Penalty: 4103.194824
	Iteration 37Q: 3 clusters Score -479540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -479559.281250 Penalty: 4103.194824
	Iteration 38Q: 3 clusters Score -479559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -479570.500000 Penalty: 4103.194824
	Iteration 39Q: 3 clusters Score -479570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -479578.718750 Penalty: 4103.194824
	Iteration 40F: 3 clusters Score -479578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -479587.468750 Penalty: 4103.194824
	Iteration 41Q: 3 clusters Score -479587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -479600.687500 Penalty: 4103.194824
	Iteration 42Q: 3 clusters Score -479600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -479605.312500 Penalty: 4103.194824
	Iteration 43Q: 3 clusters Score -479605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -479612.031250 Penalty: 4103.194824
	Iteration 44Q: 3 clusters Score -479612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -479613.937500 Penalty: 4103.194824
	Iteration 45Q: 3 clusters Score -479613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -479613.562500 Penalty: 4103.194824
	Iteration 46Q: 3 clusters Score -479613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -479614.531250 Penalty: 4103.194824
	Iteration 47Q: 3 clusters Score -479614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -479614.562500 Penalty: 4103.194824
	Iteration 48Q: 3 clusters Score -479614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -479614.562500 Penalty: 4103.194824
	Iteration 49F: 3 clusters Score -479614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 689 members 
Entering Unmasked Estep 
Score: -163593.906250 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163593.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -164088.218750 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164088.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -164446.671875 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164446.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165065.609375 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165065.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -165460.609375 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165460.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165697.281250 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -165697.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -165898.343750 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -165898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165983.109375 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -165983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166003.546875 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166007.921875 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166007.921875 Penalty: 3572.150391
	Iteration 10F: 3 clusters Score -166007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 19620 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127396 members 
Mstep: Class 6 contains 226939 members 
Mstep: Class 7 contains 66836 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 101941 members 
Mstep: Class 10 contains 21826 members 
Mstep: Class 11 contains 101035 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27942 members 
Mstep: Class 14 contains 158977 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96605 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 134607 members 
Mstep: Class 26 contains 71899 members 
Mstep: Class 27 contains 17238 members 
Mstep: Class 28 contains 21796 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9629 members 
Mstep: Class 31 contains 18236 members 
Mstep: Class 32 contains 78707 members 
Mstep: Class 33 contains 9378 members 
Mstep: Class 34 contains 1023 members 
Entering Unmasked Estep 
Score: -181120256.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181121664.000000 to -181120256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (134607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134607 members 
Entering Unmasked Estep 
Score: -16807864.000000 Penalty: 2928.908447
	Iteration 0F: 2 clusters Score -1.680786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -16717701.000000 Penalty: 5857.816895
	Iteration 0F: 3 clusters Score -1.67177e+07 nChanged 64333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -16755942.000000 Penalty: 5857.816895
	Iteration 1F: 3 clusters Score -1.675594e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -16757379.000000 Penalty: 5857.816895
	Iteration 2Q: 3 clusters Score -1.675738e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -16759195.000000 Penalty: 5857.816895
	Iteration 3Q: 3 clusters Score -1.67592e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -16761663.000000 Penalty: 5857.816895
	Iteration 4Q: 3 clusters Score -1.676166e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -16764804.000000 Penalty: 5857.816895
	Iteration 5Q: 3 clusters Score -1.67648e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -16768738.000000 Penalty: 5857.816895
	Iteration 6F: 3 clusters Score -1.676874e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -16773370.000000 Penalty: 5857.816895
	Iteration 7F: 3 clusters Score -1.677337e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -16778602.000000 Penalty: 5857.816895
	Iteration 8F: 3 clusters Score -1.67786e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -16783102.000000 Penalty: 5857.816895
	Iteration 9F: 3 clusters Score -1.67831e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -16785920.000000 Penalty: 5857.816895
	Iteration 10Q: 3 clusters Score -1.678592e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -16787298.000000 Penalty: 5857.816895
	Iteration 11Q: 3 clusters Score -1.67873e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -16788030.000000 Penalty: 5857.816895
	Iteration 12Q: 3 clusters Score -1.678803e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -16788664.000000 Penalty: 5857.816895
	Iteration 13Q: 3 clusters Score -1.678866e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -16789268.000000 Penalty: 5857.816895
	Iteration 14Q: 3 clusters Score -1.678927e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -16789812.000000 Penalty: 5857.816895
	Iteration 15Q: 3 clusters Score -1.678981e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -16790432.000000 Penalty: 5857.816895
	Iteration 16Q: 3 clusters Score -1.679043e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -16790954.000000 Penalty: 5857.816895
	Iteration 17Q: 3 clusters Score -1.679095e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -16791386.000000 Penalty: 5857.816895
	Iteration 18Q: 3 clusters Score -1.679139e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -16791734.000000 Penalty: 5857.816895
	Iteration 19Q: 3 clusters Score -1.679173e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -16792126.000000 Penalty: 5857.816895
	Iteration 20F: 3 clusters Score -1.679213e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -16792662.000000 Penalty: 5857.816895
	Iteration 21Q: 3 clusters Score -1.679266e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -16793056.000000 Penalty: 5857.816895
	Iteration 22Q: 3 clusters Score -1.679306e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -16793424.000000 Penalty: 5857.816895
	Iteration 23Q: 3 clusters Score -1.679342e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -16793976.000000 Penalty: 5857.816895
	Iteration 24Q: 3 clusters Score -1.679398e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -16794326.000000 Penalty: 5857.816895
	Iteration 25Q: 3 clusters Score -1.679433e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -16794754.000000 Penalty: 5857.816895
	Iteration 26Q: 3 clusters Score -1.679475e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -16795222.000000 Penalty: 5857.816895
	Iteration 27Q: 3 clusters Score -1.679522e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -16795762.000000 Penalty: 5857.816895
	Iteration 28Q: 3 clusters Score -1.679576e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -16796288.000000 Penalty: 5857.816895
	Iteration 29Q: 3 clusters Score -1.679629e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -16796898.000000 Penalty: 5857.816895
	Iteration 30Q: 3 clusters Score -1.67969e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110646 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -16797452.000000 Penalty: 5857.816895
	Iteration 31Q: 3 clusters Score -1.679745e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -16798126.000000 Penalty: 5857.816895
	Iteration 32Q: 3 clusters Score -1.679813e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -16798824.000000 Penalty: 5857.816895
	Iteration 33Q: 3 clusters Score -1.679882e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -16799362.000000 Penalty: 5857.816895
	Iteration 34Q: 3 clusters Score -1.679936e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117622 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -16799832.000000 Penalty: 5857.816895
	Iteration 35Q: 3 clusters Score -1.679983e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -16800418.000000 Penalty: 5857.816895
	Iteration 36Q: 3 clusters Score -1.680042e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -16801010.000000 Penalty: 5857.816895
	Iteration 37Q: 3 clusters Score -1.680101e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -16801594.000000 Penalty: 5857.816895
	Iteration 38Q: 3 clusters Score -1.680159e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -16802030.000000 Penalty: 5857.816895
	Iteration 39Q: 3 clusters Score -1.680203e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124371 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -16802534.000000 Penalty: 5857.816895
	Iteration 40F: 3 clusters Score -1.680253e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -16803126.000000 Penalty: 5857.816895
	Iteration 41Q: 3 clusters Score -1.680313e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -16803626.000000 Penalty: 5857.816895
	Iteration 42Q: 3 clusters Score -1.680363e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -16804034.000000 Penalty: 5857.816895
	Iteration 43Q: 3 clusters Score -1.680403e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127612 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -16804328.000000 Penalty: 5857.816895
	Iteration 44Q: 3 clusters Score -1.680433e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128114 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -16804588.000000 Penalty: 5857.816895
	Iteration 45Q: 3 clusters Score -1.680459e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -16804764.000000 Penalty: 5857.816895
	Iteration 46Q: 3 clusters Score -1.680476e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -16804936.000000 Penalty: 5857.816895
	Iteration 47Q: 3 clusters Score -1.680494e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -16804992.000000 Penalty: 5857.816895
	Iteration 48Q: 3 clusters Score -1.680499e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -16805060.000000 Penalty: 5857.816895
	Iteration 49Q: 3 clusters Score -1.680506e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -16805136.000000 Penalty: 5857.816895
	Iteration 50Q: 3 clusters Score -1.680514e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129922 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -16805226.000000 Penalty: 5857.816895
	Iteration 51Q: 3 clusters Score -1.680523e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130081 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -16805238.000000 Penalty: 5857.816895
	Iteration 52Q: 3 clusters Score -1.680524e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16805302.000000 Penalty: 5857.816895
	Iteration 53Q: 3 clusters Score -1.68053e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130343 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -16805304.000000 Penalty: 5857.816895
	Iteration 54Q: 3 clusters Score -1.68053e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -16805310.000000 Penalty: 5857.816895
	Iteration 55Q: 3 clusters Score -1.680531e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -16805302.000000 Penalty: 5857.816895
	Iteration 56Q: 3 clusters Score -1.68053e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -16805304.000000 Penalty: 5857.816895
	Iteration 57Q: 3 clusters Score -1.68053e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16805322.000000 Penalty: 5857.816895
	Iteration 58Q: 3 clusters Score -1.680532e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -16805336.000000 Penalty: 5857.816895
	Iteration 59Q: 3 clusters Score -1.680534e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -16805328.000000 Penalty: 5857.816895
	Iteration 60F: 3 clusters Score -1.680533e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16805338.000000 Penalty: 5857.816895
	Iteration 61Q: 3 clusters Score -1.680534e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -16805384.000000 Penalty: 5857.816895
	Iteration 62Q: 3 clusters Score -1.680538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -16805426.000000 Penalty: 5857.816895
	Iteration 63Q: 3 clusters Score -1.680543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131127 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -16805434.000000 Penalty: 5857.816895
	Iteration 64Q: 3 clusters Score -1.680543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -16805460.000000 Penalty: 5857.816895
	Iteration 65Q: 3 clusters Score -1.680546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -16805438.000000 Penalty: 5857.816895
	Iteration 66Q: 3 clusters Score -1.680544e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -16805432.000000 Penalty: 5857.816895
	Iteration 67Q: 3 clusters Score -1.680543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131299 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16805430.000000 Penalty: 5857.816895
	Iteration 68Q: 3 clusters Score -1.680543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -16805458.000000 Penalty: 5857.816895
	Iteration 69Q: 3 clusters Score -1.680546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -16805440.000000 Penalty: 5857.816895
	Iteration 70Q: 3 clusters Score -1.680544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -16805466.000000 Penalty: 5857.816895
	Iteration 71Q: 3 clusters Score -1.680547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -16805464.000000 Penalty: 5857.816895
	Iteration 72Q: 3 clusters Score -1.680546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131481 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -16805454.000000 Penalty: 5857.816895
	Iteration 73Q: 3 clusters Score -1.680545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131508 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -16805458.000000 Penalty: 5857.816895
	Iteration 74Q: 3 clusters Score -1.680546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -16805460.000000 Penalty: 5857.816895
	Iteration 75Q: 3 clusters Score -1.680546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -16805464.000000 Penalty: 5857.816895
	Iteration 76Q: 3 clusters Score -1.680546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -16805454.000000 Penalty: 5857.816895
	Iteration 77Q: 3 clusters Score -1.680545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -16805450.000000 Penalty: 5857.816895
	Iteration 78Q: 3 clusters Score -1.680545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -16805454.000000 Penalty: 5857.816895
	Iteration 79Q: 3 clusters Score -1.680545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16805458.000000 Penalty: 5857.816895
	Iteration 80F: 3 clusters Score -1.680546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131630 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -16805454.000000 Penalty: 5857.816895
	Iteration 81Q: 3 clusters Score -1.680545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131652 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -16805428.000000 Penalty: 5857.816895
	Iteration 82Q: 3 clusters Score -1.680543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -16805434.000000 Penalty: 5857.816895
	Iteration 83Q: 3 clusters Score -1.680543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131690 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16805418.000000 Penalty: 5857.816895
	Iteration 84Q: 3 clusters Score -1.680542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -16805442.000000 Penalty: 5857.816895
	Iteration 85Q: 3 clusters Score -1.680544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -16805476.000000 Penalty: 5857.816895
	Iteration 86Q: 3 clusters Score -1.680548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131744 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -16805472.000000 Penalty: 5857.816895
	Iteration 87Q: 3 clusters Score -1.680547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -16805496.000000 Penalty: 5857.816895
	Iteration 88Q: 3 clusters Score -1.68055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -16805492.000000 Penalty: 5857.816895
	Iteration 89Q: 3 clusters Score -1.680549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -16805482.000000 Penalty: 5857.816895
	Iteration 90Q: 3 clusters Score -1.680548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -16805484.000000 Penalty: 5857.816895
	Iteration 91Q: 3 clusters Score -1.680548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -16805492.000000 Penalty: 5857.816895
	Iteration 92Q: 3 clusters Score -1.680549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16805486.000000 Penalty: 5857.816895
	Iteration 93Q: 3 clusters Score -1.680549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -16805488.000000 Penalty: 5857.816895
	Iteration 94Q: 3 clusters Score -1.680549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16805504.000000 Penalty: 5857.816895
	Iteration 95Q: 3 clusters Score -1.68055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131865 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -16805514.000000 Penalty: 5857.816895
	Iteration 96Q: 3 clusters Score -1.680551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -16805510.000000 Penalty: 5857.816895
	Iteration 97Q: 3 clusters Score -1.680551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -16805500.000000 Penalty: 5857.816895
	Iteration 98Q: 3 clusters Score -1.68055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -16805510.000000 Penalty: 5857.816895
	Iteration 99Q: 3 clusters Score -1.680551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16805512.000000 Penalty: 5857.816895
	Iteration 100F: 3 clusters Score -1.680551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131940 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -16805522.000000 Penalty: 5857.816895
	Iteration 101Q: 3 clusters Score -1.680552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -16805520.000000 Penalty: 5857.816895
	Iteration 102Q: 3 clusters Score -1.680552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -16805530.000000 Penalty: 5857.816895
	Iteration 103Q: 3 clusters Score -1.680553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131974 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16805532.000000 Penalty: 5857.816895
	Iteration 104Q: 3 clusters Score -1.680553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16805522.000000 Penalty: 5857.816895
	Iteration 105Q: 3 clusters Score -1.680552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -16805510.000000 Penalty: 5857.816895
	Iteration 106Q: 3 clusters Score -1.680551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16805512.000000 Penalty: 5857.816895
	Iteration 107Q: 3 clusters Score -1.680551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -16805522.000000 Penalty: 5857.816895
	Iteration 108Q: 3 clusters Score -1.680552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132017 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -16805530.000000 Penalty: 5857.816895
	Iteration 109Q: 3 clusters Score -1.680553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -16805536.000000 Penalty: 5857.816895
	Iteration 110Q: 3 clusters Score -1.680554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 111Q: 3 clusters Score -1.680554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16805540.000000 Penalty: 5857.816895
	Iteration 112Q: 3 clusters Score -1.680554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132033 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 113Q: 3 clusters Score -1.680554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -16805538.000000 Penalty: 5857.816895
	Iteration 114Q: 3 clusters Score -1.680554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -16805542.000000 Penalty: 5857.816895
	Iteration 115Q: 3 clusters Score -1.680554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132040 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16805548.000000 Penalty: 5857.816895
	Iteration 116Q: 3 clusters Score -1.680555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -16805548.000000 Penalty: 5857.816895
	Iteration 117Q: 3 clusters Score -1.680555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 118Q: 3 clusters Score -1.680554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132050 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 119Q: 3 clusters Score -1.680554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -16805534.000000 Penalty: 5857.816895
	Iteration 120F: 3 clusters Score -1.680553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -16805540.000000 Penalty: 5857.816895
	Iteration 121Q: 3 clusters Score -1.680554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132058 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -16805526.000000 Penalty: 5857.816895
	Iteration 122Q: 3 clusters Score -1.680553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16805546.000000 Penalty: 5857.816895
	Iteration 123Q: 3 clusters Score -1.680555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 124Q: 3 clusters Score -1.680554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132075 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -16805550.000000 Penalty: 5857.816895
	Iteration 125Q: 3 clusters Score -1.680555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132078 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -16805554.000000 Penalty: 5857.816895
	Iteration 126Q: 3 clusters Score -1.680555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132081 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -16805556.000000 Penalty: 5857.816895
	Iteration 127Q: 3 clusters Score -1.680556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -16805552.000000 Penalty: 5857.816895
	Iteration 128Q: 3 clusters Score -1.680555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132085 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16805544.000000 Penalty: 5857.816895
	Iteration 129Q: 3 clusters Score -1.680554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16805560.000000 Penalty: 5857.816895
	Iteration 130Q: 3 clusters Score -1.680556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16805560.000000 Penalty: 5857.816895
	Iteration 131F: 3 clusters Score -1.680556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Entering Unmasked Estep 
Score: -9541369.000000 Penalty: 2773.388428
	Iteration 0F: 2 clusters Score -9541369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -9493465.000000 Penalty: 5546.776855
	Iteration 0F: 3 clusters Score -9493465 nChanged 33554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -9512397.000000 Penalty: 5546.776855
	Iteration 1F: 3 clusters Score -9512397 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -9513110.000000 Penalty: 5546.776855
	Iteration 2Q: 3 clusters Score -9513110 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -9513868.000000 Penalty: 5546.776855
	Iteration 3Q: 3 clusters Score -9513868 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -9514971.000000 Penalty: 5546.776855
	Iteration 4Q: 3 clusters Score -9514971 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -9516815.000000 Penalty: 5546.776855
	Iteration 5F: 3 clusters Score -9516815 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -9519852.000000 Penalty: 5546.776855
	Iteration 6F: 3 clusters Score -9519852 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -9524134.000000 Penalty: 5546.776855
	Iteration 7F: 3 clusters Score -9524134 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -9528998.000000 Penalty: 5546.776855
	Iteration 8F: 3 clusters Score -9528998 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -9532994.000000 Penalty: 5546.776855
	Iteration 9F: 3 clusters Score -9532994 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -9535746.000000 Penalty: 5546.776855
	Iteration 10Q: 3 clusters Score -9535746 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9537355.000000 Penalty: 5546.776855
	Iteration 11Q: 3 clusters Score -9537355 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9538173.000000 Penalty: 5546.776855
	Iteration 12Q: 3 clusters Score -9538173 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9538561.000000 Penalty: 5546.776855
	Iteration 13Q: 3 clusters Score -9538561 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9538806.000000 Penalty: 5546.776855
	Iteration 14Q: 3 clusters Score -9538806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9538987.000000 Penalty: 5546.776855
	Iteration 15Q: 3 clusters Score -9538987 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9539125.000000 Penalty: 5546.776855
	Iteration 16Q: 3 clusters Score -9539125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9539186.000000 Penalty: 5546.776855
	Iteration 17Q: 3 clusters Score -9539186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9539242.000000 Penalty: 5546.776855
	Iteration 18Q: 3 clusters Score -9539242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9539266.000000 Penalty: 5546.776855
	Iteration 19Q: 3 clusters Score -9539266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9539289.000000 Penalty: 5546.776855
	Iteration 20F: 3 clusters Score -9539289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9539302.000000 Penalty: 5546.776855
	Iteration 21Q: 3 clusters Score -9539302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9539308.000000 Penalty: 5546.776855
	Iteration 22Q: 3 clusters Score -9539308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9539329.000000 Penalty: 5546.776855
	Iteration 23Q: 3 clusters Score -9539329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9539330.000000 Penalty: 5546.776855
	Iteration 24Q: 3 clusters Score -9539330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9539322.000000 Penalty: 5546.776855
	Iteration 25Q: 3 clusters Score -9539322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9539333.000000 Penalty: 5546.776855
	Iteration 26Q: 3 clusters Score -9539333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9539355.000000 Penalty: 5546.776855
	Iteration 27Q: 3 clusters Score -9539355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9539360.000000 Penalty: 5546.776855
	Iteration 28Q: 3 clusters Score -9539360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9539361.000000 Penalty: 5546.776855
	Iteration 29Q: 3 clusters Score -9539361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9539361.000000 Penalty: 5546.776855
	Iteration 30Q: 3 clusters Score -9539361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9539361.000000 Penalty: 5546.776855
	Iteration 31F: 3 clusters Score -9539361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Entering Unmasked Estep 
Score: -2333028.500000 Penalty: 2419.208008
	Iteration 0F: 2 clusters Score -2333028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2320832.000000 Penalty: 4838.416016
	Iteration 0F: 3 clusters Score -2320832 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2325140.000000 Penalty: 4838.416016
	Iteration 1F: 3 clusters Score -2325140 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2325995.000000 Penalty: 4838.416016
	Iteration 2F: 3 clusters Score -2325995 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2327116.000000 Penalty: 4838.416016
	Iteration 3F: 3 clusters Score -2327116 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2328330.750000 Penalty: 4838.416016
	Iteration 4F: 3 clusters Score -2328331 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2329403.500000 Penalty: 4838.416016
	Iteration 5F: 3 clusters Score -2329404 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2330237.000000 Penalty: 4838.416016
	Iteration 6F: 3 clusters Score -2330237 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2330753.750000 Penalty: 4838.416016
	Iteration 7F: 3 clusters Score -2330754 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2331060.250000 Penalty: 4838.416016
	Iteration 8Q: 3 clusters Score -2331060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2331257.000000 Penalty: 4838.416016
	Iteration 9Q: 3 clusters Score -2331257 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2331439.000000 Penalty: 4838.416016
	Iteration 10Q: 3 clusters Score -2331439 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2331579.250000 Penalty: 4838.416016
	Iteration 11Q: 3 clusters Score -2331579 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2331722.250000 Penalty: 4838.416016
	Iteration 12Q: 3 clusters Score -2331722 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2331845.750000 Penalty: 4838.416016
	Iteration 13Q: 3 clusters Score -2331846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2331980.000000 Penalty: 4838.416016
	Iteration 14Q: 3 clusters Score -2331980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2332075.750000 Penalty: 4838.416016
	Iteration 15Q: 3 clusters Score -2332076 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2332164.500000 Penalty: 4838.416016
	Iteration 16Q: 3 clusters Score -2332164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2332231.500000 Penalty: 4838.416016
	Iteration 17Q: 3 clusters Score -2332232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2332267.500000 Penalty: 4838.416016
	Iteration 18Q: 3 clusters Score -2332268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2332300.500000 Penalty: 4838.416016
	Iteration 19Q: 3 clusters Score -2332300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2332332.500000 Penalty: 4838.416016
	Iteration 20F: 3 clusters Score -2332332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2332361.000000 Penalty: 4838.416016
	Iteration 21Q: 3 clusters Score -2332361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2332382.500000 Penalty: 4838.416016
	Iteration 22Q: 3 clusters Score -2332382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2332390.500000 Penalty: 4838.416016
	Iteration 23Q: 3 clusters Score -2332390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2332407.000000 Penalty: 4838.416016
	Iteration 24Q: 3 clusters Score -2332407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2332415.500000 Penalty: 4838.416016
	Iteration 25Q: 3 clusters Score -2332416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2332426.250000 Penalty: 4838.416016
	Iteration 26Q: 3 clusters Score -2332426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2332437.500000 Penalty: 4838.416016
	Iteration 27Q: 3 clusters Score -2332438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2332450.500000 Penalty: 4838.416016
	Iteration 28Q: 3 clusters Score -2332450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2332456.000000 Penalty: 4838.416016
	Iteration 29Q: 3 clusters Score -2332456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2332455.000000 Penalty: 4838.416016
	Iteration 30Q: 3 clusters Score -2332455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2332460.500000 Penalty: 4838.416016
	Iteration 31Q: 3 clusters Score -2332460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2332467.000000 Penalty: 4838.416016
	Iteration 32Q: 3 clusters Score -2332467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2332469.750000 Penalty: 4838.416016
	Iteration 33Q: 3 clusters Score -2332470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2332470.750000 Penalty: 4838.416016
	Iteration 34Q: 3 clusters Score -2332471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2332473.000000 Penalty: 4838.416016
	Iteration 35Q: 3 clusters Score -2332473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2332474.750000 Penalty: 4838.416016
	Iteration 36Q: 3 clusters Score -2332475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2332483.000000 Penalty: 4838.416016
	Iteration 37Q: 3 clusters Score -2332483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2332482.000000 Penalty: 4838.416016
	Iteration 38Q: 3 clusters Score -2332482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2332481.000000 Penalty: 4838.416016
	Iteration 39Q: 3 clusters Score -2332481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2332484.250000 Penalty: 4838.416016
	Iteration 40F: 3 clusters Score -2332484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2332483.250000 Penalty: 4838.416016
	Iteration 41Q: 3 clusters Score -2332483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2332483.250000 Penalty: 4838.416016
	Iteration 42F: 3 clusters Score -2332483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Entering Unmasked Estep 
Score: -2841727.000000 Penalty: 2477.391602
	Iteration 0F: 2 clusters Score -2841727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2826423.250000 Penalty: 4954.783203
	Iteration 0F: 3 clusters Score -2826423 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2831528.250000 Penalty: 4954.783203
	Iteration 1F: 3 clusters Score -2831528 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2831946.250000 Penalty: 4954.783203
	Iteration 2F: 3 clusters Score -2831946 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2832283.000000 Penalty: 4954.783203
	Iteration 3Q: 3 clusters Score -2832283 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2832598.500000 Penalty: 4954.783203
	Iteration 4Q: 3 clusters Score -2832598 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2832930.250000 Penalty: 4954.783203
	Iteration 5Q: 3 clusters Score -2832930 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2833268.750000 Penalty: 4954.783203
	Iteration 6Q: 3 clusters Score -2833269 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2833738.750000 Penalty: 4954.783203
	Iteration 7Q: 3 clusters Score -2833739 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2834294.500000 Penalty: 4954.783203
	Iteration 8Q: 3 clusters Score -2834294 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2834974.500000 Penalty: 4954.783203
	Iteration 9Q: 3 clusters Score -2834974 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2835701.750000 Penalty: 4954.783203
	Iteration 10F: 3 clusters Score -2835702 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2836385.000000 Penalty: 4954.783203
	Iteration 11F: 3 clusters Score -2836385 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2837046.250000 Penalty: 4954.783203
	Iteration 12Q: 3 clusters Score -2837046 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2837608.750000 Penalty: 4954.783203
	Iteration 13Q: 3 clusters Score -2837609 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2838059.250000 Penalty: 4954.783203
	Iteration 14Q: 3 clusters Score -2838059 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2838456.500000 Penalty: 4954.783203
	Iteration 15Q: 3 clusters Score -2838456 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2838827.250000 Penalty: 4954.783203
	Iteration 16Q: 3 clusters Score -2838827 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2839131.500000 Penalty: 4954.783203
	Iteration 17Q: 3 clusters Score -2839132 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2839364.500000 Penalty: 4954.783203
	Iteration 18Q: 3 clusters Score -2839364 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2839567.500000 Penalty: 4954.783203
	Iteration 19Q: 3 clusters Score -2839568 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2839673.750000 Penalty: 4954.783203
	Iteration 20F: 3 clusters Score -2839674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2839773.000000 Penalty: 4954.783203
	Iteration 21Q: 3 clusters Score -2839773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2839824.750000 Penalty: 4954.783203
	Iteration 22Q: 3 clusters Score -2839825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2839875.000000 Penalty: 4954.783203
	Iteration 23Q: 3 clusters Score -2839875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2839900.750000 Penalty: 4954.783203
	Iteration 24Q: 3 clusters Score -2839901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2839918.000000 Penalty: 4954.783203
	Iteration 25Q: 3 clusters Score -2839918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2839931.000000 Penalty: 4954.783203
	Iteration 26Q: 3 clusters Score -2839931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2839933.250000 Penalty: 4954.783203
	Iteration 27Q: 3 clusters Score -2839933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2839934.750000 Penalty: 4954.783203
	Iteration 28Q: 3 clusters Score -2839935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2839939.250000 Penalty: 4954.783203
	Iteration 29Q: 3 clusters Score -2839939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2839941.250000 Penalty: 4954.783203
	Iteration 30Q: 3 clusters Score -2839941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2839947.500000 Penalty: 4954.783203
	Iteration 31Q: 3 clusters Score -2839948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2839947.250000 Penalty: 4954.783203
	Iteration 32Q: 3 clusters Score -2839947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2839960.500000 Penalty: 4954.783203
	Iteration 33Q: 3 clusters Score -2839960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2839968.250000 Penalty: 4954.783203
	Iteration 34Q: 3 clusters Score -2839968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2839969.000000 Penalty: 4954.783203
	Iteration 35Q: 3 clusters Score -2839969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2839972.750000 Penalty: 4954.783203
	Iteration 36Q: 3 clusters Score -2839973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2839969.000000 Penalty: 4954.783203
	Iteration 37Q: 3 clusters Score -2839969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2839971.500000 Penalty: 4954.783203
	Iteration 38Q: 3 clusters Score -2839972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2839974.000000 Penalty: 4954.783203
	Iteration 39Q: 3 clusters Score -2839974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2839975.000000 Penalty: 4954.783203
	Iteration 40F: 3 clusters Score -2839975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2839974.250000 Penalty: 4954.783203
	Iteration 41Q: 3 clusters Score -2839974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2839975.250000 Penalty: 4954.783203
	Iteration 42Q: 3 clusters Score -2839975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2839973.250000 Penalty: 4954.783203
	Iteration 43Q: 3 clusters Score -2839973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2839970.750000 Penalty: 4954.783203
	Iteration 44Q: 3 clusters Score -2839971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2839973.750000 Penalty: 4954.783203
	Iteration 45Q: 3 clusters Score -2839974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2839974.750000 Penalty: 4954.783203
	Iteration 46Q: 3 clusters Score -2839975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2839982.250000 Penalty: 4954.783203
	Iteration 47Q: 3 clusters Score -2839982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2839980.000000 Penalty: 4954.783203
	Iteration 48Q: 3 clusters Score -2839980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2839978.000000 Penalty: 4954.783203
	Iteration 49Q: 3 clusters Score -2839978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2839977.250000 Penalty: 4954.783203
	Iteration 50Q: 3 clusters Score -2839977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2839979.250000 Penalty: 4954.783203
	Iteration 51Q: 3 clusters Score -2839979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2839980.750000 Penalty: 4954.783203
	Iteration 52Q: 3 clusters Score -2839981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2839981.000000 Penalty: 4954.783203
	Iteration 53Q: 3 clusters Score -2839981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2839977.250000 Penalty: 4954.783203
	Iteration 54Q: 3 clusters Score -2839977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2839980.250000 Penalty: 4954.783203
	Iteration 55Q: 3 clusters Score -2839980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2839980.250000 Penalty: 4954.783203
	Iteration 56F: 3 clusters Score -2839980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -590190.375000 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -590190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -585625.062500 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -585625.1 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -586791.375000 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -586791.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -587214.000000 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -587214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -587667.812500 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -587667.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -588152.687500 Penalty: 4234.350098
	Iteration 4F: 3 clusters Score -588152.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -588664.125000 Penalty: 4234.350098
	Iteration 5F: 3 clusters Score -588664.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -589091.250000 Penalty: 4234.350098
	Iteration 6F: 3 clusters Score -589091.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -589338.062500 Penalty: 4234.350098
	Iteration 7F: 3 clusters Score -589338.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -589481.375000 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -589481.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -589577.625000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -589577.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -589646.937500 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -589646.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -589699.562500 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -589699.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -589721.000000 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -589721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -589732.625000 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -589732.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -589739.625000 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -589739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -589742.687500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -589742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -589744.875000 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -589744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -589744.937500 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -589744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -589746.062500 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -589746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -589747.437500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -589747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -589746.625000 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -589746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1276519.500000 Penalty: 2274.788574
	Iteration 0F: 2 clusters Score -1276520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1269037.625000 Penalty: 4549.577148
	Iteration 0F: 3 clusters Score -1269038 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1271124.375000 Penalty: 4549.577148
	Iteration 1F: 3 clusters Score -1271124 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1271432.375000 Penalty: 4549.577148
	Iteration 2F: 3 clusters Score -1271432 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1271697.875000 Penalty: 4549.577148
	Iteration 3F: 3 clusters Score -1271698 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1271974.250000 Penalty: 4549.577148
	Iteration 4Q: 3 clusters Score -1271974 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1272256.375000 Penalty: 4549.577148
	Iteration 5Q: 3 clusters Score -1272256 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1272566.375000 Penalty: 4549.577148
	Iteration 6Q: 3 clusters Score -1272566 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1272931.875000 Penalty: 4549.577148
	Iteration 7F: 3 clusters Score -1272932 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1273380.500000 Penalty: 4549.577148
	Iteration 8F: 3 clusters Score -1273380 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1273928.375000 Penalty: 4549.577148
	Iteration 9F: 3 clusters Score -1273928 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1274495.375000 Penalty: 4549.577148
	Iteration 10F: 3 clusters Score -1274495 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1274999.250000 Penalty: 4549.577148
	Iteration 11Q: 3 clusters Score -1274999 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1275380.750000 Penalty: 4549.577148
	Iteration 12Q: 3 clusters Score -1275381 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1275609.625000 Penalty: 4549.577148
	Iteration 13Q: 3 clusters Score -1275610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1275724.750000 Penalty: 4549.577148
	Iteration 14Q: 3 clusters Score -1275725 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1275801.375000 Penalty: 4549.577148
	Iteration 15Q: 3 clusters Score -1275801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1275860.500000 Penalty: 4549.577148
	Iteration 16Q: 3 clusters Score -1275860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1275890.750000 Penalty: 4549.577148
	Iteration 17Q: 3 clusters Score -1275891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1275909.000000 Penalty: 4549.577148
	Iteration 18Q: 3 clusters Score -1275909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1275913.125000 Penalty: 4549.577148
	Iteration 19Q: 3 clusters Score -1275913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1275920.625000 Penalty: 4549.577148
	Iteration 20F: 3 clusters Score -1275921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1275923.500000 Penalty: 4549.577148
	Iteration 21Q: 3 clusters Score -1275924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1275928.625000 Penalty: 4549.577148
	Iteration 22Q: 3 clusters Score -1275929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1275929.250000 Penalty: 4549.577148
	Iteration 23Q: 3 clusters Score -1275929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1275927.000000 Penalty: 4549.577148
	Iteration 24Q: 3 clusters Score -1275927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1275932.000000 Penalty: 4549.577148
	Iteration 25Q: 3 clusters Score -1275932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1275929.500000 Penalty: 4549.577148
	Iteration 26Q: 3 clusters Score -1275930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1275932.250000 Penalty: 4549.577148
	Iteration 27Q: 3 clusters Score -1275932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1275933.375000 Penalty: 4549.577148
	Iteration 28Q: 3 clusters Score -1275933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1275933.750000 Penalty: 4549.577148
	Iteration 29Q: 3 clusters Score -1275934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1275935.500000 Penalty: 4549.577148
	Iteration 30Q: 3 clusters Score -1275936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1275936.000000 Penalty: 4549.577148
	Iteration 31Q: 3 clusters Score -1275936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1275936.500000 Penalty: 4549.577148
	Iteration 32Q: 3 clusters Score -1275936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1275936.500000 Penalty: 4549.577148
	Iteration 33Q: 3 clusters Score -1275936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1275936.500000 Penalty: 4549.577148
	Iteration 34F: 3 clusters Score -1275936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Entering Unmasked Estep 
Score: -2461723.750000 Penalty: 2433.166016
	Iteration 0F: 2 clusters Score -2461724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2448889.250000 Penalty: 4866.332031
	Iteration 0F: 3 clusters Score -2448889 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2453085.500000 Penalty: 4866.332031
	Iteration 1F: 3 clusters Score -2453086 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2453686.500000 Penalty: 4866.332031
	Iteration 2F: 3 clusters Score -2453686 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2454392.750000 Penalty: 4866.332031
	Iteration 3F: 3 clusters Score -2454393 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2455189.000000 Penalty: 4866.332031
	Iteration 4F: 3 clusters Score -2455189 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2456118.250000 Penalty: 4866.332031
	Iteration 5F: 3 clusters Score -2456118 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2457064.250000 Penalty: 4866.332031
	Iteration 6F: 3 clusters Score -2457064 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2457837.500000 Penalty: 4866.332031
	Iteration 7F: 3 clusters Score -2457838 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2458326.250000 Penalty: 4866.332031
	Iteration 8Q: 3 clusters Score -2458326 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2458595.000000 Penalty: 4866.332031
	Iteration 9Q: 3 clusters Score -2458595 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2458758.750000 Penalty: 4866.332031
	Iteration 10Q: 3 clusters Score -2458759 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2458876.250000 Penalty: 4866.332031
	Iteration 11Q: 3 clusters Score -2458876 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2458971.250000 Penalty: 4866.332031
	Iteration 12Q: 3 clusters Score -2458971 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2459052.500000 Penalty: 4866.332031
	Iteration 13Q: 3 clusters Score -2459052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2459133.500000 Penalty: 4866.332031
	Iteration 14Q: 3 clusters Score -2459134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2459194.500000 Penalty: 4866.332031
	Iteration 15Q: 3 clusters Score -2459194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2459268.500000 Penalty: 4866.332031
	Iteration 16Q: 3 clusters Score -2459268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2459349.000000 Penalty: 4866.332031
	Iteration 17Q: 3 clusters Score -2459349 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2459417.000000 Penalty: 4866.332031
	Iteration 18Q: 3 clusters Score -2459417 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2459478.250000 Penalty: 4866.332031
	Iteration 19Q: 3 clusters Score -2459478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2459555.500000 Penalty: 4866.332031
	Iteration 20F: 3 clusters Score -2459556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2459638.500000 Penalty: 4866.332031
	Iteration 21Q: 3 clusters Score -2459638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2459726.500000 Penalty: 4866.332031
	Iteration 22Q: 3 clusters Score -2459726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2459796.250000 Penalty: 4866.332031
	Iteration 23Q: 3 clusters Score -2459796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2459844.000000 Penalty: 4866.332031
	Iteration 24Q: 3 clusters Score -2459844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2459873.000000 Penalty: 4866.332031
	Iteration 25Q: 3 clusters Score -2459873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2459907.250000 Penalty: 4866.332031
	Iteration 26Q: 3 clusters Score -2459907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2459922.000000 Penalty: 4866.332031
	Iteration 27Q: 3 clusters Score -2459922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2459937.250000 Penalty: 4866.332031
	Iteration 28Q: 3 clusters Score -2459937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2459952.000000 Penalty: 4866.332031
	Iteration 29Q: 3 clusters Score -2459952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2459960.000000 Penalty: 4866.332031
	Iteration 30Q: 3 clusters Score -2459960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2459979.750000 Penalty: 4866.332031
	Iteration 31Q: 3 clusters Score -2459980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2459989.000000 Penalty: 4866.332031
	Iteration 32Q: 3 clusters Score -2459989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2459999.750000 Penalty: 4866.332031
	Iteration 33Q: 3 clusters Score -2460000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2460019.750000 Penalty: 4866.332031
	Iteration 34Q: 3 clusters Score -2460020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2460027.750000 Penalty: 4866.332031
	Iteration 35Q: 3 clusters Score -2460028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2460040.750000 Penalty: 4866.332031
	Iteration 36Q: 3 clusters Score -2460041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2460054.750000 Penalty: 4866.332031
	Iteration 37Q: 3 clusters Score -2460055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2460054.500000 Penalty: 4866.332031
	Iteration 38Q: 3 clusters Score -2460054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2460065.000000 Penalty: 4866.332031
	Iteration 39Q: 3 clusters Score -2460065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2460071.000000 Penalty: 4866.332031
	Iteration 40F: 3 clusters Score -2460071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2460078.750000 Penalty: 4866.332031
	Iteration 41Q: 3 clusters Score -2460079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2460082.250000 Penalty: 4866.332031
	Iteration 42Q: 3 clusters Score -2460082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2460085.000000 Penalty: 4866.332031
	Iteration 43Q: 3 clusters Score -2460085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2460090.500000 Penalty: 4866.332031
	Iteration 44Q: 3 clusters Score -2460090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2460101.750000 Penalty: 4866.332031
	Iteration 45Q: 3 clusters Score -2460102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2460117.250000 Penalty: 4866.332031
	Iteration 46Q: 3 clusters Score -2460117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2460133.500000 Penalty: 4866.332031
	Iteration 47Q: 3 clusters Score -2460134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2460148.250000 Penalty: 4866.332031
	Iteration 48Q: 3 clusters Score -2460148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2460163.750000 Penalty: 4866.332031
	Iteration 49Q: 3 clusters Score -2460164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2460177.000000 Penalty: 4866.332031
	Iteration 50Q: 3 clusters Score -2460177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2460188.250000 Penalty: 4866.332031
	Iteration 51Q: 3 clusters Score -2460188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2460205.250000 Penalty: 4866.332031
	Iteration 52Q: 3 clusters Score -2460205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2460211.500000 Penalty: 4866.332031
	Iteration 53Q: 3 clusters Score -2460212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2460220.250000 Penalty: 4866.332031
	Iteration 54Q: 3 clusters Score -2460220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2460223.500000 Penalty: 4866.332031
	Iteration 55Q: 3 clusters Score -2460224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2460229.000000 Penalty: 4866.332031
	Iteration 56Q: 3 clusters Score -2460229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2460231.250000 Penalty: 4866.332031
	Iteration 57Q: 3 clusters Score -2460231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2460230.500000 Penalty: 4866.332031
	Iteration 58Q: 3 clusters Score -2460230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2460230.500000 Penalty: 4866.332031
	Iteration 59F: 3 clusters Score -2460230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (78707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Entering Unmasked Estep 
Score: -10560454.000000 Penalty: 2795.824707
	Iteration 0F: 2 clusters Score -1.056045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -10507951.000000 Penalty: 5591.649414
	Iteration 0F: 3 clusters Score -1.050795e+07 nChanged 36832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -10528431.000000 Penalty: 5591.649414
	Iteration 1F: 3 clusters Score -1.052843e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -10529055.000000 Penalty: 5591.649414
	Iteration 2Q: 3 clusters Score -1.052906e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -10529627.000000 Penalty: 5591.649414
	Iteration 3Q: 3 clusters Score -1.052963e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -10530217.000000 Penalty: 5591.649414
	Iteration 4Q: 3 clusters Score -1.053022e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -10530972.000000 Penalty: 5591.649414
	Iteration 5Q: 3 clusters Score -1.053097e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -10532147.000000 Penalty: 5591.649414
	Iteration 6Q: 3 clusters Score -1.053215e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -10534116.000000 Penalty: 5591.649414
	Iteration 7F: 3 clusters Score -1.053412e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -10537669.000000 Penalty: 5591.649414
	Iteration 8F: 3 clusters Score -1.053767e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10543033.000000 Penalty: 5591.649414
	Iteration 9F: 3 clusters Score -1.054303e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -10549533.000000 Penalty: 5591.649414
	Iteration 10F: 3 clusters Score -1.054953e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -10554465.000000 Penalty: 5591.649414
	Iteration 11F: 3 clusters Score -1.055446e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -10556818.000000 Penalty: 5591.649414
	Iteration 12Q: 3 clusters Score -1.055682e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -10557636.000000 Penalty: 5591.649414
	Iteration 13Q: 3 clusters Score -1.055764e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -10557863.000000 Penalty: 5591.649414
	Iteration 14Q: 3 clusters Score -1.055786e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -10557969.000000 Penalty: 5591.649414
	Iteration 15Q: 3 clusters Score -1.055797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10558016.000000 Penalty: 5591.649414
	Iteration 16Q: 3 clusters Score -1.055802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -10558053.000000 Penalty: 5591.649414
	Iteration 17Q: 3 clusters Score -1.055805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -10558073.000000 Penalty: 5591.649414
	Iteration 18Q: 3 clusters Score -1.055807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -10558095.000000 Penalty: 5591.649414
	Iteration 19Q: 3 clusters Score -1.05581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10558089.000000 Penalty: 5591.649414
	Iteration 20F: 3 clusters Score -1.055809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10558093.000000 Penalty: 5591.649414
	Iteration 21Q: 3 clusters Score -1.055809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10558093.000000 Penalty: 5591.649414
	Iteration 22F: 3 clusters Score -1.055809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -1224200.500000 Penalty: 2268.238281
	Iteration 0F: 2 clusters Score -1224200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1217031.500000 Penalty: 4536.476562
	Iteration 0F: 3 clusters Score -1217032 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1219125.375000 Penalty: 4536.476562
	Iteration 1F: 3 clusters Score -1219125 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1219440.500000 Penalty: 4536.476562
	Iteration 2F: 3 clusters Score -1219440 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1219663.250000 Penalty: 4536.476562
	Iteration 3F: 3 clusters Score -1219663 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1219837.625000 Penalty: 4536.476562
	Iteration 4Q: 3 clusters Score -1219838 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1219971.625000 Penalty: 4536.476562
	Iteration 5Q: 3 clusters Score -1219972 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1220087.875000 Penalty: 4536.476562
	Iteration 6Q: 3 clusters Score -1220088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1220185.375000 Penalty: 4536.476562
	Iteration 7Q: 3 clusters Score -1220185 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1220283.875000 Penalty: 4536.476562
	Iteration 8Q: 3 clusters Score -1220284 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1220381.500000 Penalty: 4536.476562
	Iteration 9Q: 3 clusters Score -1220382 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1220507.375000 Penalty: 4536.476562
	Iteration 10Q: 3 clusters Score -1220507 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1220657.125000 Penalty: 4536.476562
	Iteration 11Q: 3 clusters Score -1220657 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1220834.375000 Penalty: 4536.476562
	Iteration 12Q: 3 clusters Score -1220834 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1221035.000000 Penalty: 4536.476562
	Iteration 13Q: 3 clusters Score -1221035 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1221220.250000 Penalty: 4536.476562
	Iteration 14Q: 3 clusters Score -1221220 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1221448.500000 Penalty: 4536.476562
	Iteration 15Q: 3 clusters Score -1221448 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1221668.000000 Penalty: 4536.476562
	Iteration 16Q: 3 clusters Score -1221668 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1221905.125000 Penalty: 4536.476562
	Iteration 17Q: 3 clusters Score -1221905 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1222107.750000 Penalty: 4536.476562
	Iteration 18Q: 3 clusters Score -1222108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1222255.625000 Penalty: 4536.476562
	Iteration 19Q: 3 clusters Score -1222256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1222353.000000 Penalty: 4536.476562
	Iteration 20F: 3 clusters Score -1222353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1222420.375000 Penalty: 4536.476562
	Iteration 21Q: 3 clusters Score -1222420 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1222465.250000 Penalty: 4536.476562
	Iteration 22Q: 3 clusters Score -1222465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1222501.125000 Penalty: 4536.476562
	Iteration 23Q: 3 clusters Score -1222501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1222525.625000 Penalty: 4536.476562
	Iteration 24Q: 3 clusters Score -1222526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1222545.375000 Penalty: 4536.476562
	Iteration 25Q: 3 clusters Score -1222545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1222560.375000 Penalty: 4536.476562
	Iteration 26Q: 3 clusters Score -1222560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1222565.375000 Penalty: 4536.476562
	Iteration 27Q: 3 clusters Score -1222565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1222575.750000 Penalty: 4536.476562
	Iteration 28Q: 3 clusters Score -1222576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1222579.500000 Penalty: 4536.476562
	Iteration 29Q: 3 clusters Score -1222580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1222585.125000 Penalty: 4536.476562
	Iteration 30Q: 3 clusters Score -1222585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1222590.250000 Penalty: 4536.476562
	Iteration 31Q: 3 clusters Score -1222590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1222592.500000 Penalty: 4536.476562
	Iteration 32Q: 3 clusters Score -1222592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1222598.625000 Penalty: 4536.476562
	Iteration 33Q: 3 clusters Score -1222599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1222602.375000 Penalty: 4536.476562
	Iteration 34Q: 3 clusters Score -1222602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1222607.625000 Penalty: 4536.476562
	Iteration 35Q: 3 clusters Score -1222608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1222605.125000 Penalty: 4536.476562
	Iteration 36Q: 3 clusters Score -1222605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1222607.250000 Penalty: 4536.476562
	Iteration 37Q: 3 clusters Score -1222607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1222607.500000 Penalty: 4536.476562
	Iteration 38Q: 3 clusters Score -1222608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1222611.500000 Penalty: 4536.476562
	Iteration 39Q: 3 clusters Score -1222612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1222613.375000 Penalty: 4536.476562
	Iteration 40F: 3 clusters Score -1222613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1222616.875000 Penalty: 4536.476562
	Iteration 41Q: 3 clusters Score -1222617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1222619.375000 Penalty: 4536.476562
	Iteration 42Q: 3 clusters Score -1222619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1222623.875000 Penalty: 4536.476562
	Iteration 43Q: 3 clusters Score -1222624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1222625.250000 Penalty: 4536.476562
	Iteration 44Q: 3 clusters Score -1222625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1222625.375000 Penalty: 4536.476562
	Iteration 45Q: 3 clusters Score -1222625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1222628.875000 Penalty: 4536.476562
	Iteration 46Q: 3 clusters Score -1222629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1222633.000000 Penalty: 4536.476562
	Iteration 47Q: 3 clusters Score -1222633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1222636.875000 Penalty: 4536.476562
	Iteration 48Q: 3 clusters Score -1222637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1222639.875000 Penalty: 4536.476562
	Iteration 49Q: 3 clusters Score -1222640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1222642.250000 Penalty: 4536.476562
	Iteration 50Q: 3 clusters Score -1222642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1222648.250000 Penalty: 4536.476562
	Iteration 51Q: 3 clusters Score -1222648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1222651.500000 Penalty: 4536.476562
	Iteration 52Q: 3 clusters Score -1222652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1222653.750000 Penalty: 4536.476562
	Iteration 53Q: 3 clusters Score -1222654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1222659.250000 Penalty: 4536.476562
	Iteration 54Q: 3 clusters Score -1222659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1222663.875000 Penalty: 4536.476562
	Iteration 55Q: 3 clusters Score -1222664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1222668.500000 Penalty: 4536.476562
	Iteration 56Q: 3 clusters Score -1222668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1222670.625000 Penalty: 4536.476562
	Iteration 57Q: 3 clusters Score -1222671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1222679.875000 Penalty: 4536.476562
	Iteration 58Q: 3 clusters Score -1222680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1222680.375000 Penalty: 4536.476562
	Iteration 59Q: 3 clusters Score -1222680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1222684.000000 Penalty: 4536.476562
	Iteration 60F: 3 clusters Score -1222684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1222686.625000 Penalty: 4536.476562
	Iteration 61Q: 3 clusters Score -1222687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1222691.250000 Penalty: 4536.476562
	Iteration 62Q: 3 clusters Score -1222691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1222690.875000 Penalty: 4536.476562
	Iteration 63Q: 3 clusters Score -1222691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1222693.000000 Penalty: 4536.476562
	Iteration 64Q: 3 clusters Score -1222693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1222694.625000 Penalty: 4536.476562
	Iteration 65Q: 3 clusters Score -1222695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1222697.250000 Penalty: 4536.476562
	Iteration 66Q: 3 clusters Score -1222697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1222698.125000 Penalty: 4536.476562
	Iteration 67Q: 3 clusters Score -1222698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1222700.375000 Penalty: 4536.476562
	Iteration 68Q: 3 clusters Score -1222700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1222700.500000 Penalty: 4536.476562
	Iteration 69Q: 3 clusters Score -1222700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1222698.000000 Penalty: 4536.476562
	Iteration 70Q: 3 clusters Score -1222698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1222699.875000 Penalty: 4536.476562
	Iteration 71Q: 3 clusters Score -1222700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1222701.875000 Penalty: 4536.476562
	Iteration 72Q: 3 clusters Score -1222702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1222702.375000 Penalty: 4536.476562
	Iteration 73Q: 3 clusters Score -1222702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1222704.375000 Penalty: 4536.476562
	Iteration 74Q: 3 clusters Score -1222704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1222702.000000 Penalty: 4536.476562
	Iteration 75Q: 3 clusters Score -1222702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1222705.625000 Penalty: 4536.476562
	Iteration 76Q: 3 clusters Score -1222706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1222705.250000 Penalty: 4536.476562
	Iteration 77Q: 3 clusters Score -1222705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1222710.250000 Penalty: 4536.476562
	Iteration 78Q: 3 clusters Score -1222710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1222711.125000 Penalty: 4536.476562
	Iteration 79Q: 3 clusters Score -1222711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1222711.125000 Penalty: 4536.476562
	Iteration 80F: 3 clusters Score -1222711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 19620 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 127396 members 
Mstep: Class 6 contains 226939 members 
Mstep: Class 7 contains 66836 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 101941 members 
Mstep: Class 10 contains 21826 members 
Mstep: Class 11 contains 101035 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27942 members 
Mstep: Class 14 contains 158977 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96605 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134607 members 
Mstep: Class 26 contains 71899 members 
Mstep: Class 27 contains 17238 members 
Mstep: Class 28 contains 21796 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9629 members 
Mstep: Class 31 contains 18236 members 
Mstep: Class 32 contains 78707 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121680.000000 Penalty: 115847.835938
Iteration 239Q: 34 clusters Score -1.811217e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127395 members 
Mstep: Class 6 contains 227015 members 
Mstep: Class 7 contains 66841 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 101970 members 
Mstep: Class 10 contains 21828 members 
Mstep: Class 11 contains 101879 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27937 members 
Mstep: Class 14 contains 158083 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96577 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3916 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 71901 members 
Mstep: Class 27 contains 17230 members 
Mstep: Class 28 contains 21811 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9623 members 
Mstep: Class 31 contains 18244 members 
Mstep: Class 32 contains 78723 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121584.000000 Penalty: 115847.835938
Iteration 240F: 34 clusters Score -1.811216e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9381 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127392 members 
Mstep: Class 6 contains 227089 members 
Mstep: Class 7 contains 66838 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 101998 members 
Mstep: Class 10 contains 21829 members 
Mstep: Class 11 contains 102773 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 13 contains 27934 members 
Mstep: Class 14 contains 157156 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96548 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3918 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134492 members 
Mstep: Class 26 contains 71891 members 
Mstep: Class 27 contains 17232 members 
Mstep: Class 28 contains 21820 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 18247 members 
Mstep: Class 32 contains 78738 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121648.000000 Penalty: 115847.835938
Iteration 241Q: 34 clusters Score -1.811216e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127389 members 
Mstep: Class 6 contains 227151 members 
Mstep: Class 7 contains 66842 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 102020 members 
Mstep: Class 10 contains 21830 members 
Mstep: Class 11 contains 103694 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 13 contains 27928 members 
Mstep: Class 14 contains 156181 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96527 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3921 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134463 members 
Mstep: Class 26 contains 71882 members 
Mstep: Class 27 contains 17235 members 
Mstep: Class 28 contains 21824 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9615 members 
Mstep: Class 31 contains 18251 members 
Mstep: Class 32 contains 78755 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121648.000000 Penalty: 115847.835938
Iteration 242Q: 34 clusters Score -1.811216e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9366 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127382 members 
Mstep: Class 6 contains 227200 members 
Mstep: Class 7 contains 66846 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 102036 members 
Mstep: Class 10 contains 21840 members 
Mstep: Class 11 contains 104680 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27925 members 
Mstep: Class 14 contains 155169 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96512 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 3924 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134398 members 
Mstep: Class 26 contains 71875 members 
Mstep: Class 27 contains 17239 members 
Mstep: Class 28 contains 21831 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 18263 members 
Mstep: Class 32 contains 78763 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122000.000000 Penalty: 115847.835938
Iteration 243Q: 34 clusters Score -1.81122e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 19619 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127376 members 
Mstep: Class 6 contains 227269 members 
Mstep: Class 7 contains 66848 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 102041 members 
Mstep: Class 10 contains 21847 members 
Mstep: Class 11 contains 105671 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27920 members 
Mstep: Class 14 contains 154149 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 96493 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3594 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134338 members 
Mstep: Class 26 contains 71871 members 
Mstep: Class 27 contains 17248 members 
Mstep: Class 28 contains 21827 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9619 members 
Mstep: Class 31 contains 18272 members 
Mstep: Class 32 contains 78780 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122048.000000 Penalty: 115847.835938
Iteration 244Q: 34 clusters Score -1.81122e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9355 members 
Mstep: Class 3 contains 19619 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 127374 members 
Mstep: Class 6 contains 227320 members 
Mstep: Class 7 contains 66845 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 102043 members 
Mstep: Class 10 contains 21848 members 
Mstep: Class 11 contains 106714 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27912 members 
Mstep: Class 14 contains 153112 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96480 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 3594 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134289 members 
Mstep: Class 26 contains 71866 members 
Mstep: Class 27 contains 17249 members 
Mstep: Class 28 contains 21821 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9617 members 
Mstep: Class 31 contains 18277 members 
Mstep: Class 32 contains 78799 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122208.000000 Penalty: 115847.835938
Iteration 245Q: 34 clusters Score -1.811222e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9344 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127371 members 
Mstep: Class 6 contains 227361 members 
Mstep: Class 7 contains 66839 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 102049 members 
Mstep: Class 10 contains 21853 members 
Mstep: Class 11 contains 107769 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 152086 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7345 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96469 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 3933 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134255 members 
Mstep: Class 26 contains 71864 members 
Mstep: Class 27 contains 17251 members 
Mstep: Class 28 contains 21809 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 18285 members 
Mstep: Class 32 contains 78800 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122160.000000 Penalty: 115847.835938
Iteration 246Q: 34 clusters Score -1.811222e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9335 members 
Mstep: Class 3 contains 19603 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 127360 members 
Mstep: Class 6 contains 227414 members 
Mstep: Class 7 contains 66839 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 102069 members 
Mstep: Class 10 contains 21864 members 
Mstep: Class 11 contains 108828 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 27906 members 
Mstep: Class 14 contains 150998 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96461 members 
Mstep: Class 21 contains 15658 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134231 members 
Mstep: Class 26 contains 71848 members 
Mstep: Class 27 contains 17253 members 
Mstep: Class 28 contains 21805 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 18295 members 
Mstep: Class 32 contains 78803 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122016.000000 Penalty: 115847.835938
Iteration 247Q: 34 clusters Score -1.81122e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 19589 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 127355 members 
Mstep: Class 6 contains 227467 members 
Mstep: Class 7 contains 66844 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 102077 members 
Mstep: Class 10 contains 21873 members 
Mstep: Class 11 contains 109916 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 27900 members 
Mstep: Class 14 contains 149922 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96450 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3599 members 
Mstep: Class 23 contains 3941 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134196 members 
Mstep: Class 26 contains 71839 members 
Mstep: Class 27 contains 17249 members 
Mstep: Class 28 contains 21807 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9617 members 
Mstep: Class 31 contains 18297 members 
Mstep: Class 32 contains 78801 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121808.000000 Penalty: 115847.835938
Iteration 248Q: 34 clusters Score -1.811218e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 19581 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 127354 members 
Mstep: Class 6 contains 227526 members 
Mstep: Class 7 contains 66844 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 102091 members 
Mstep: Class 10 contains 21874 members 
Mstep: Class 11 contains 111025 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 27900 members 
Mstep: Class 14 contains 148815 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 96439 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3599 members 
Mstep: Class 23 contains 3946 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134160 members 
Mstep: Class 26 contains 71836 members 
Mstep: Class 27 contains 17250 members 
Mstep: Class 28 contains 21807 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9619 members 
Mstep: Class 31 contains 18300 members 
Mstep: Class 32 contains 78789 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181121968.000000 Penalty: 115847.835938
Iteration 249Q: 34 clusters Score -1.81122e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 19575 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 127353 members 
Mstep: Class 6 contains 227595 members 
Mstep: Class 7 contains 66850 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 102103 members 
Mstep: Class 10 contains 21878 members 
Mstep: Class 11 contains 112090 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 147711 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 96425 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3602 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134132 members 
Mstep: Class 26 contains 71836 members 
Mstep: Class 27 contains 17249 members 
Mstep: Class 28 contains 21812 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9622 members 
Mstep: Class 31 contains 18306 members 
Mstep: Class 32 contains 78782 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122000.000000 Penalty: 115847.835938
Iteration 250Q: 34 clusters Score -1.81122e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 19573 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 127349 members 
Mstep: Class 6 contains 227664 members 
Mstep: Class 7 contains 66855 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 102119 members 
Mstep: Class 10 contains 21884 members 
Mstep: Class 11 contains 113168 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 27896 members 
Mstep: Class 14 contains 146592 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 96402 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134096 members 
Mstep: Class 26 contains 71833 members 
Mstep: Class 27 contains 17252 members 
Mstep: Class 28 contains 21813 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9622 members 
Mstep: Class 31 contains 18317 members 
Mstep: Class 32 contains 78776 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122208.000000 Penalty: 115847.835938
Iteration 251Q: 34 clusters Score -1.811222e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 227746 members 
Mstep: Class 7 contains 66857 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 102112 members 
Mstep: Class 10 contains 21892 members 
Mstep: Class 11 contains 114259 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 145495 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 96386 members 
Mstep: Class 21 contains 15652 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 134038 members 
Mstep: Class 26 contains 71838 members 
Mstep: Class 27 contains 17256 members 
Mstep: Class 28 contains 21811 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9625 members 
Mstep: Class 31 contains 18320 members 
Mstep: Class 32 contains 78765 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181122656.000000 Penalty: 115847.835938
Iteration 252Q: 34 clusters Score -1.811227e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 127342 members 
Mstep: Class 6 contains 227812 members 
Mstep: Class 7 contains 66873 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 102108 members 
Mstep: Class 10 contains 21898 members 
Mstep: Class 11 contains 115434 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 14 contains 144321 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 96375 members 
Mstep: Class 21 contains 15652 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133983 members 
Mstep: Class 26 contains 71830 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 21802 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9626 members 
Mstep: Class 31 contains 18325 members 
Mstep: Class 32 contains 78755 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123264.000000 Penalty: 115847.835938
Iteration 253Q: 34 clusters Score -1.811233e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 127340 members 
Mstep: Class 6 contains 227879 members 
Mstep: Class 7 contains 66875 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 102095 members 
Mstep: Class 10 contains 21905 members 
Mstep: Class 11 contains 116628 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 143125 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96356 members 
Mstep: Class 21 contains 15651 members 
Mstep: Class 22 contains 3605 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133951 members 
Mstep: Class 26 contains 71832 members 
Mstep: Class 27 contains 17257 members 
Mstep: Class 28 contains 21794 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9625 members 
Mstep: Class 31 contains 18334 members 
Mstep: Class 32 contains 78756 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123264.000000 Penalty: 115847.835938
Iteration 254Q: 34 clusters Score -1.811233e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 19560 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 227978 members 
Mstep: Class 7 contains 66874 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 102085 members 
Mstep: Class 10 contains 21912 members 
Mstep: Class 11 contains 117858 members 
Mstep: Class 12 contains 10899 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 141860 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96346 members 
Mstep: Class 21 contains 15653 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133915 members 
Mstep: Class 26 contains 71836 members 
Mstep: Class 27 contains 17253 members 
Mstep: Class 28 contains 21789 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9627 members 
Mstep: Class 31 contains 18339 members 
Mstep: Class 32 contains 78736 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123328.000000 Penalty: 115847.835938
Iteration 255Q: 34 clusters Score -1.811233e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9250 members 
Mstep: Class 3 contains 19565 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127339 members 
Mstep: Class 6 contains 228073 members 
Mstep: Class 7 contains 66873 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 102068 members 
Mstep: Class 10 contains 21916 members 
Mstep: Class 11 contains 119183 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 140495 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96337 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133883 members 
Mstep: Class 26 contains 71843 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 21793 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9625 members 
Mstep: Class 31 contains 18340 members 
Mstep: Class 32 contains 78712 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181123536.000000 Penalty: 115847.835938
Iteration 256Q: 34 clusters Score -1.811235e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 19565 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127337 members 
Mstep: Class 6 contains 228163 members 
Mstep: Class 7 contains 66876 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 102027 members 
Mstep: Class 10 contains 21920 members 
Mstep: Class 11 contains 120581 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 27894 members 
Mstep: Class 14 contains 139067 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96308 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3605 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133836 members 
Mstep: Class 26 contains 71849 members 
Mstep: Class 27 contains 17260 members 
Mstep: Class 28 contains 21804 members 
Mstep: Class 29 contains 5102 members 
Mstep: Class 30 contains 9632 members 
Mstep: Class 31 contains 18348 members 
Mstep: Class 32 contains 78713 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124160.000000 Penalty: 115847.835938
Iteration 257Q: 34 clusters Score -1.811242e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9252 members 
Mstep: Class 3 contains 19574 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127336 members 
Mstep: Class 6 contains 228274 members 
Mstep: Class 7 contains 66882 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 101971 members 
Mstep: Class 10 contains 21922 members 
Mstep: Class 11 contains 122061 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 137560 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96295 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133796 members 
Mstep: Class 26 contains 71858 members 
Mstep: Class 27 contains 17263 members 
Mstep: Class 28 contains 21806 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9630 members 
Mstep: Class 31 contains 18352 members 
Mstep: Class 32 contains 78702 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124064.000000 Penalty: 115847.835938
Iteration 258Q: 34 clusters Score -1.811241e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 19582 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 228383 members 
Mstep: Class 7 contains 66877 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 101928 members 
Mstep: Class 10 contains 21924 members 
Mstep: Class 11 contains 123588 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 27895 members 
Mstep: Class 14 contains 136017 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 96271 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133754 members 
Mstep: Class 26 contains 71851 members 
Mstep: Class 27 contains 17269 members 
Mstep: Class 28 contains 21818 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 9626 members 
Mstep: Class 31 contains 18348 members 
Mstep: Class 32 contains 78702 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124512.000000 Penalty: 115847.835938
Iteration 259Q: 34 clusters Score -1.811245e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 19581 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127341 members 
Mstep: Class 6 contains 228500 members 
Mstep: Class 7 contains 66869 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 101885 members 
Mstep: Class 10 contains 21926 members 
Mstep: Class 11 contains 125234 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 27908 members 
Mstep: Class 14 contains 134361 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96256 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3607 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133691 members 
Mstep: Class 26 contains 71864 members 
Mstep: Class 27 contains 17266 members 
Mstep: Class 28 contains 21823 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9621 members 
Mstep: Class 31 contains 18348 members 
Mstep: Class 32 contains 78690 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124432.000000 Penalty: 115847.835938
Iteration 260F: 34 clusters Score -1.811244e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 19588 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 228652 members 
Mstep: Class 7 contains 66870 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 101807 members 
Mstep: Class 10 contains 21927 members 
Mstep: Class 11 contains 126863 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 27915 members 
Mstep: Class 14 contains 132731 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96235 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133618 members 
Mstep: Class 26 contains 71864 members 
Mstep: Class 27 contains 17266 members 
Mstep: Class 28 contains 21821 members 
Mstep: Class 29 contains 5100 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 78684 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125136.000000 Penalty: 115847.835938
Iteration 261Q: 34 clusters Score -1.811251e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127347 members 
Mstep: Class 6 contains 228810 members 
Mstep: Class 7 contains 66869 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 101707 members 
Mstep: Class 10 contains 21933 members 
Mstep: Class 11 contains 128538 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 27940 members 
Mstep: Class 14 contains 131086 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96215 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133502 members 
Mstep: Class 26 contains 71867 members 
Mstep: Class 27 contains 17275 members 
Mstep: Class 28 contains 21824 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 9601 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 78708 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125296.000000 Penalty: 115847.835938
Iteration 262Q: 34 clusters Score -1.811253e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9193 members 
Mstep: Class 3 contains 19575 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 127350 members 
Mstep: Class 6 contains 229019 members 
Mstep: Class 7 contains 66870 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 101622 members 
Mstep: Class 10 contains 21937 members 
Mstep: Class 11 contains 130111 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 27966 members 
Mstep: Class 14 contains 129414 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 96200 members 
Mstep: Class 21 contains 15653 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133446 members 
Mstep: Class 26 contains 71882 members 
Mstep: Class 27 contains 17280 members 
Mstep: Class 28 contains 21824 members 
Mstep: Class 29 contains 5097 members 
Mstep: Class 30 contains 9584 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 78734 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125552.000000 Penalty: 115847.835938
Iteration 263Q: 34 clusters Score -1.811256e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 127351 members 
Mstep: Class 6 contains 229245 members 
Mstep: Class 7 contains 66864 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 101556 members 
Mstep: Class 10 contains 21936 members 
Mstep: Class 11 contains 131599 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28000 members 
Mstep: Class 14 contains 127790 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96179 members 
Mstep: Class 21 contains 15653 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133427 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17289 members 
Mstep: Class 28 contains 21813 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 9560 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 78759 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125744.000000 Penalty: 115847.835938
Iteration 264Q: 34 clusters Score -1.811257e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127352 members 
Mstep: Class 6 contains 229490 members 
Mstep: Class 7 contains 66857 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 101457 members 
Mstep: Class 10 contains 21937 members 
Mstep: Class 11 contains 133042 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28036 members 
Mstep: Class 14 contains 126240 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96160 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3615 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133381 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17298 members 
Mstep: Class 28 contains 21812 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 18371 members 
Mstep: Class 32 contains 78760 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126000.000000 Penalty: 115847.835938
Iteration 265Q: 34 clusters Score -1.81126e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 19553 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127350 members 
Mstep: Class 6 contains 229703 members 
Mstep: Class 7 contains 66835 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 101384 members 
Mstep: Class 10 contains 21939 members 
Mstep: Class 11 contains 134341 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 124852 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96141 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133332 members 
Mstep: Class 26 contains 71891 members 
Mstep: Class 27 contains 17294 members 
Mstep: Class 28 contains 21808 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 9521 members 
Mstep: Class 31 contains 18380 members 
Mstep: Class 32 contains 78776 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126048.000000 Penalty: 115847.835938
Iteration 266Q: 34 clusters Score -1.81126e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 19549 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127351 members 
Mstep: Class 6 contains 229905 members 
Mstep: Class 7 contains 66825 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 101311 members 
Mstep: Class 10 contains 21942 members 
Mstep: Class 11 contains 135531 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 123577 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96111 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3615 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133271 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17298 members 
Mstep: Class 28 contains 21806 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 9508 members 
Mstep: Class 31 contains 18401 members 
Mstep: Class 32 contains 78803 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125840.000000 Penalty: 115847.835938
Iteration 267Q: 34 clusters Score -1.811258e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 19547 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127349 members 
Mstep: Class 6 contains 230074 members 
Mstep: Class 7 contains 66822 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 101218 members 
Mstep: Class 10 contains 21943 members 
Mstep: Class 11 contains 136591 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 122461 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96093 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133232 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17294 members 
Mstep: Class 28 contains 21801 members 
Mstep: Class 29 contains 5096 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 18410 members 
Mstep: Class 32 contains 78836 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125648.000000 Penalty: 115847.835938
Iteration 268Q: 34 clusters Score -1.811256e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 230204 members 
Mstep: Class 7 contains 66823 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 101111 members 
Mstep: Class 10 contains 21945 members 
Mstep: Class 11 contains 137447 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28216 members 
Mstep: Class 14 contains 121567 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96091 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133172 members 
Mstep: Class 26 contains 71896 members 
Mstep: Class 27 contains 17292 members 
Mstep: Class 28 contains 21799 members 
Mstep: Class 29 contains 5093 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 18417 members 
Mstep: Class 32 contains 78892 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125664.000000 Penalty: 115847.835938
Iteration 269Q: 34 clusters Score -1.811257e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 230314 members 
Mstep: Class 7 contains 66822 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 100996 members 
Mstep: Class 10 contains 21948 members 
Mstep: Class 11 contains 138234 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28254 members 
Mstep: Class 14 contains 120810 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96088 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133096 members 
Mstep: Class 26 contains 71903 members 
Mstep: Class 27 contains 17287 members 
Mstep: Class 28 contains 21807 members 
Mstep: Class 29 contains 5092 members 
Mstep: Class 30 contains 9438 members 
Mstep: Class 31 contains 18422 members 
Mstep: Class 32 contains 78937 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125744.000000 Penalty: 115847.835938
Iteration 270Q: 34 clusters Score -1.811257e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127345 members 
Mstep: Class 6 contains 230403 members 
Mstep: Class 7 contains 66820 members 
Mstep: Class 8 contains 4556 members 
Mstep: Class 9 contains 100911 members 
Mstep: Class 10 contains 21947 members 
Mstep: Class 11 contains 138937 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28291 members 
Mstep: Class 14 contains 120153 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96076 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133016 members 
Mstep: Class 26 contains 71908 members 
Mstep: Class 27 contains 17284 members 
Mstep: Class 28 contains 21817 members 
Mstep: Class 29 contains 5092 members 
Mstep: Class 30 contains 9411 members 
Mstep: Class 31 contains 18416 members 
Mstep: Class 32 contains 78965 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125632.000000 Penalty: 115847.835938
Iteration 271Q: 34 clusters Score -1.811256e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 19528 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 230460 members 
Mstep: Class 7 contains 66811 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 100809 members 
Mstep: Class 10 contains 21948 members 
Mstep: Class 11 contains 139604 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 119612 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7381 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96074 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132932 members 
Mstep: Class 26 contains 71904 members 
Mstep: Class 27 contains 17284 members 
Mstep: Class 28 contains 21813 members 
Mstep: Class 29 contains 5092 members 
Mstep: Class 30 contains 9385 members 
Mstep: Class 31 contains 18415 members 
Mstep: Class 32 contains 78969 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125360.000000 Penalty: 115847.835938
Iteration 272Q: 34 clusters Score -1.811254e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 19524 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127340 members 
Mstep: Class 6 contains 230474 members 
Mstep: Class 7 contains 66810 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 100748 members 
Mstep: Class 10 contains 21953 members 
Mstep: Class 11 contains 140190 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 119168 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132848 members 
Mstep: Class 26 contains 71897 members 
Mstep: Class 27 contains 17282 members 
Mstep: Class 28 contains 21798 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 9361 members 
Mstep: Class 31 contains 18416 members 
Mstep: Class 32 contains 78971 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125232.000000 Penalty: 115847.835938
Iteration 273Q: 34 clusters Score -1.811252e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 19523 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127341 members 
Mstep: Class 6 contains 230473 members 
Mstep: Class 7 contains 66815 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 100673 members 
Mstep: Class 10 contains 21953 members 
Mstep: Class 11 contains 140593 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 28414 members 
Mstep: Class 14 contains 118909 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 96078 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132758 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17280 members 
Mstep: Class 28 contains 21789 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 18413 members 
Mstep: Class 32 contains 78999 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124928.000000 Penalty: 115847.835938
Iteration 274Q: 34 clusters Score -1.811249e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 19524 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127342 members 
Mstep: Class 6 contains 230452 members 
Mstep: Class 7 contains 66814 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 100605 members 
Mstep: Class 10 contains 21954 members 
Mstep: Class 11 contains 140860 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 28442 members 
Mstep: Class 14 contains 118804 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7387 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 96075 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132674 members 
Mstep: Class 26 contains 71890 members 
Mstep: Class 27 contains 17277 members 
Mstep: Class 28 contains 21783 members 
Mstep: Class 29 contains 5082 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 18411 members 
Mstep: Class 32 contains 79011 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125200.000000 Penalty: 115847.835938
Iteration 275Q: 34 clusters Score -1.811252e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 19519 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 230411 members 
Mstep: Class 7 contains 66805 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 100550 members 
Mstep: Class 10 contains 21957 members 
Mstep: Class 11 contains 141014 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 118815 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7388 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96080 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132599 members 
Mstep: Class 26 contains 71880 members 
Mstep: Class 27 contains 17274 members 
Mstep: Class 28 contains 21784 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 18407 members 
Mstep: Class 32 contains 79025 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125072.000000 Penalty: 115847.835938
Iteration 276Q: 34 clusters Score -1.811251e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127336 members 
Mstep: Class 6 contains 230333 members 
Mstep: Class 7 contains 66808 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 100479 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 141021 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28482 members 
Mstep: Class 14 contains 118998 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7389 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15658 members 
Mstep: Class 22 contains 3615 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132559 members 
Mstep: Class 26 contains 71880 members 
Mstep: Class 27 contains 17272 members 
Mstep: Class 28 contains 21780 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 18405 members 
Mstep: Class 32 contains 79030 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124992.000000 Penalty: 115847.835938
Iteration 277Q: 34 clusters Score -1.81125e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127333 members 
Mstep: Class 6 contains 230233 members 
Mstep: Class 7 contains 66805 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 100400 members 
Mstep: Class 10 contains 21961 members 
Mstep: Class 11 contains 140936 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28495 members 
Mstep: Class 14 contains 119322 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132520 members 
Mstep: Class 26 contains 71872 members 
Mstep: Class 27 contains 17270 members 
Mstep: Class 28 contains 21773 members 
Mstep: Class 29 contains 5074 members 
Mstep: Class 30 contains 9313 members 
Mstep: Class 31 contains 18404 members 
Mstep: Class 32 contains 79041 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124736.000000 Penalty: 115847.835938
Iteration 278Q: 34 clusters Score -1.811247e+08 nChanged 2154
Entering ConstructFrom: 
Score: -181124736.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -915785.500000 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -915785.5 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 3843 members 
Entering Unmasked Estep 
Score: -909540.750000 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -909540.8 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -911249.562500 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -911249.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -911644.562500 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -911644.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -912004.250000 Penalty: 4436.625977
	Iteration 3F: 3 clusters Score -912004.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -912312.125000 Penalty: 4436.625977
	Iteration 4F: 3 clusters Score -912312.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -912564.125000 Penalty: 4436.625977
	Iteration 5F: 3 clusters Score -912564.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -912807.437500 Penalty: 4436.625977
	Iteration 6Q: 3 clusters Score -912807.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -913059.500000 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -913059.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -913292.500000 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -913292.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -913457.875000 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -913457.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -913577.062500 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -913577.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -913675.687500 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -913675.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -913764.250000 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -913764.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -913821.312500 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -913821.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -913866.000000 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -913866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -913920.562500 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -913920.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -913973.562500 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -913973.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -914016.625000 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -914016.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -914050.250000 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -914050.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -914081.937500 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -914081.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -914103.625000 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -914103.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -914120.500000 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -914120.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -914135.062500 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -914135.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -914148.562500 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -914148.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -914159.937500 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -914159.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -914171.625000 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -914171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -914179.250000 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -914179.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -914187.375000 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -914187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -914196.125000 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -914196.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -914202.000000 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -914202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -914209.187500 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -914209.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -914216.000000 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -914216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -914219.562500 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -914219.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -914222.250000 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -914222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -914224.437500 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -914224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -914227.250000 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -914227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -914226.500000 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -914226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -914228.062500 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -914228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -914230.312500 Penalty: 4436.625977
	Iteration 38Q: 3 clusters Score -914230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -914231.125000 Penalty: 4436.625977
	Iteration 39Q: 3 clusters Score -914231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -914233.562500 Penalty: 4436.625977
	Iteration 40F: 3 clusters Score -914233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -914234.562500 Penalty: 4436.625977
	Iteration 41Q: 3 clusters Score -914234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -914236.500000 Penalty: 4436.625977
	Iteration 42Q: 3 clusters Score -914236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -914238.062500 Penalty: 4436.625977
	Iteration 43Q: 3 clusters Score -914238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -914239.312500 Penalty: 4436.625977
	Iteration 44Q: 3 clusters Score -914239.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -914240.312500 Penalty: 4436.625977
	Iteration 45Q: 3 clusters Score -914240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -914243.312500 Penalty: 4436.625977
	Iteration 46Q: 3 clusters Score -914243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -914246.062500 Penalty: 4436.625977
	Iteration 47Q: 3 clusters Score -914246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -914246.625000 Penalty: 4436.625977
	Iteration 48Q: 3 clusters Score -914246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -914249.750000 Penalty: 4436.625977
	Iteration 49Q: 3 clusters Score -914249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -914249.875000 Penalty: 4436.625977
	Iteration 50Q: 3 clusters Score -914249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -914251.937500 Penalty: 4436.625977
	Iteration 51Q: 3 clusters Score -914251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -914253.437500 Penalty: 4436.625977
	Iteration 52Q: 3 clusters Score -914253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -914256.312500 Penalty: 4436.625977
	Iteration 53Q: 3 clusters Score -914256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -914256.625000 Penalty: 4436.625977
	Iteration 54Q: 3 clusters Score -914256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -914254.312500 Penalty: 4436.625977
	Iteration 55Q: 3 clusters Score -914254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -914255.562500 Penalty: 4436.625977
	Iteration 56Q: 3 clusters Score -914255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -914256.500000 Penalty: 4436.625977
	Iteration 57Q: 3 clusters Score -914256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -914258.875000 Penalty: 4436.625977
	Iteration 58Q: 3 clusters Score -914258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -914258.562500 Penalty: 4436.625977
	Iteration 59Q: 3 clusters Score -914258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -914260.437500 Penalty: 4436.625977
	Iteration 60F: 3 clusters Score -914260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -914258.937500 Penalty: 4436.625977
	Iteration 61Q: 3 clusters Score -914258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -914261.125000 Penalty: 4436.625977
	Iteration 62Q: 3 clusters Score -914261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -914262.062500 Penalty: 4436.625977
	Iteration 63Q: 3 clusters Score -914262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -914264.437500 Penalty: 4436.625977
	Iteration 64Q: 3 clusters Score -914264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -914264.937500 Penalty: 4436.625977
	Iteration 65Q: 3 clusters Score -914264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -914267.812500 Penalty: 4436.625977
	Iteration 66Q: 3 clusters Score -914267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -914269.250000 Penalty: 4436.625977
	Iteration 67Q: 3 clusters Score -914269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -914270.750000 Penalty: 4436.625977
	Iteration 68Q: 3 clusters Score -914270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -914272.125000 Penalty: 4436.625977
	Iteration 69Q: 3 clusters Score -914272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -914272.750000 Penalty: 4436.625977
	Iteration 70Q: 3 clusters Score -914272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -914273.187500 Penalty: 4436.625977
	Iteration 71Q: 3 clusters Score -914273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -914273.562500 Penalty: 4436.625977
	Iteration 72Q: 3 clusters Score -914273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -914275.750000 Penalty: 4436.625977
	Iteration 73Q: 3 clusters Score -914275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -914278.000000 Penalty: 4436.625977
	Iteration 74Q: 3 clusters Score -914278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -914279.875000 Penalty: 4436.625977
	Iteration 75Q: 3 clusters Score -914279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -914282.062500 Penalty: 4436.625977
	Iteration 76Q: 3 clusters Score -914282.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -914282.875000 Penalty: 4436.625977
	Iteration 77Q: 3 clusters Score -914282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -914288.062500 Penalty: 4436.625977
	Iteration 78Q: 3 clusters Score -914288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -914289.375000 Penalty: 4436.625977
	Iteration 79Q: 3 clusters Score -914289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -914290.875000 Penalty: 4436.625977
	Iteration 80F: 3 clusters Score -914290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -914294.250000 Penalty: 4436.625977
	Iteration 81Q: 3 clusters Score -914294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -914295.312500 Penalty: 4436.625977
	Iteration 82Q: 3 clusters Score -914295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -914294.312500 Penalty: 4436.625977
	Iteration 83Q: 3 clusters Score -914294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -914295.875000 Penalty: 4436.625977
	Iteration 84Q: 3 clusters Score -914295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -914295.875000 Penalty: 4436.625977
	Iteration 85F: 3 clusters Score -914295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -1123739.625000 Penalty: 2261.673096
	Iteration 0F: 2 clusters Score -1123740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1116603.875000 Penalty: 4523.346191
	Iteration 0F: 3 clusters Score -1116604 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1118976.750000 Penalty: 4523.346191
	Iteration 1F: 3 clusters Score -1118977 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1119591.750000 Penalty: 4523.346191
	Iteration 2F: 3 clusters Score -1119592 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1120153.125000 Penalty: 4523.346191
	Iteration 3F: 3 clusters Score -1120153 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1120718.625000 Penalty: 4523.346191
	Iteration 4F: 3 clusters Score -1120719 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1121247.000000 Penalty: 4523.346191
	Iteration 5F: 3 clusters Score -1121247 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1121641.125000 Penalty: 4523.346191
	Iteration 6F: 3 clusters Score -1121641 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1121947.250000 Penalty: 4523.346191
	Iteration 7Q: 3 clusters Score -1121947 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1122182.250000 Penalty: 4523.346191
	Iteration 8Q: 3 clusters Score -1122182 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1122384.125000 Penalty: 4523.346191
	Iteration 9Q: 3 clusters Score -1122384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1122531.000000 Penalty: 4523.346191
	Iteration 10Q: 3 clusters Score -1122531 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1122648.000000 Penalty: 4523.346191
	Iteration 11Q: 3 clusters Score -1122648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1122710.250000 Penalty: 4523.346191
	Iteration 12Q: 3 clusters Score -1122710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1122763.750000 Penalty: 4523.346191
	Iteration 13Q: 3 clusters Score -1122764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1122800.125000 Penalty: 4523.346191
	Iteration 14Q: 3 clusters Score -1122800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1122828.375000 Penalty: 4523.346191
	Iteration 15Q: 3 clusters Score -1122828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1122852.750000 Penalty: 4523.346191
	Iteration 16Q: 3 clusters Score -1122853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1122879.375000 Penalty: 4523.346191
	Iteration 17Q: 3 clusters Score -1122879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1122910.375000 Penalty: 4523.346191
	Iteration 18Q: 3 clusters Score -1122910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1122939.625000 Penalty: 4523.346191
	Iteration 19Q: 3 clusters Score -1122940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1122977.500000 Penalty: 4523.346191
	Iteration 20F: 3 clusters Score -1122978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1123002.000000 Penalty: 4523.346191
	Iteration 21Q: 3 clusters Score -1123002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1123029.375000 Penalty: 4523.346191
	Iteration 22Q: 3 clusters Score -1123029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1123038.250000 Penalty: 4523.346191
	Iteration 23Q: 3 clusters Score -1123038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1123049.000000 Penalty: 4523.346191
	Iteration 24Q: 3 clusters Score -1123049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1123055.250000 Penalty: 4523.346191
	Iteration 25Q: 3 clusters Score -1123055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1123059.625000 Penalty: 4523.346191
	Iteration 26Q: 3 clusters Score -1123060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1123061.000000 Penalty: 4523.346191
	Iteration 27Q: 3 clusters Score -1123061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1123064.000000 Penalty: 4523.346191
	Iteration 28Q: 3 clusters Score -1123064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1123065.875000 Penalty: 4523.346191
	Iteration 29Q: 3 clusters Score -1123066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1123069.500000 Penalty: 4523.346191
	Iteration 30Q: 3 clusters Score -1123070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1123072.750000 Penalty: 4523.346191
	Iteration 31Q: 3 clusters Score -1123073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1123071.000000 Penalty: 4523.346191
	Iteration 32Q: 3 clusters Score -1123071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1123073.000000 Penalty: 4523.346191
	Iteration 33Q: 3 clusters Score -1123073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1123074.250000 Penalty: 4523.346191
	Iteration 34Q: 3 clusters Score -1123074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1123074.625000 Penalty: 4523.346191
	Iteration 35Q: 3 clusters Score -1123075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1123076.750000 Penalty: 4523.346191
	Iteration 36Q: 3 clusters Score -1123077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1123078.000000 Penalty: 4523.346191
	Iteration 37Q: 3 clusters Score -1123078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1123076.125000 Penalty: 4523.346191
	Iteration 38Q: 3 clusters Score -1123076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1123080.375000 Penalty: 4523.346191
	Iteration 39Q: 3 clusters Score -1123080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1123081.875000 Penalty: 4523.346191
	Iteration 40F: 3 clusters Score -1123082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1123083.750000 Penalty: 4523.346191
	Iteration 41Q: 3 clusters Score -1123084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1123080.875000 Penalty: 4523.346191
	Iteration 42Q: 3 clusters Score -1123081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1123085.000000 Penalty: 4523.346191
	Iteration 43Q: 3 clusters Score -1123085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1123086.250000 Penalty: 4523.346191
	Iteration 44Q: 3 clusters Score -1123086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1123087.875000 Penalty: 4523.346191
	Iteration 45Q: 3 clusters Score -1123088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1123088.750000 Penalty: 4523.346191
	Iteration 46Q: 3 clusters Score -1123089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1123088.250000 Penalty: 4523.346191
	Iteration 47Q: 3 clusters Score -1123088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1123088.875000 Penalty: 4523.346191
	Iteration 48Q: 3 clusters Score -1123089 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1123088 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1123089.125000 Penalty: 4523.346191
	Iteration 50Q: 3 clusters Score -1123089 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1123092.125000 Penalty: 4523.346191
	Iteration 51Q: 3 clusters Score -1123092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1123093.125000 Penalty: 4523.346191
	Iteration 52Q: 3 clusters Score -1123093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1123096.375000 Penalty: 4523.346191
	Iteration 53Q: 3 clusters Score -1123096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1123096.500000 Penalty: 4523.346191
	Iteration 54Q: 3 clusters Score -1123096 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1123100.125000 Penalty: 4523.346191
	Iteration 55Q: 3 clusters Score -1123100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1123100 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
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Entering Unmasked Estep 
Score: -1123102.250000 Penalty: 4523.346191
	Iteration 57Q: 3 clusters Score -1123102 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
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Entering Unmasked Estep 
Score: -1123106.875000 Penalty: 4523.346191
	Iteration 58Q: 3 clusters Score -1123107 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6888 members 
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Entering Unmasked Estep 
Score: -1123110.625000 Penalty: 4523.346191
	Iteration 59Q: 3 clusters Score -1123111 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1123112.000000 Penalty: 4523.346191
	Iteration 60F: 3 clusters Score -1123112 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1123113.500000 Penalty: 4523.346191
	Iteration 61Q: 3 clusters Score -1123114 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6884 members 
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Entering Unmasked Estep 
Score: -1123124.000000 Penalty: 4523.346191
	Iteration 62Q: 3 clusters Score -1123124 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6882 members 
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Entering Unmasked Estep 
Score: -1123126.625000 Penalty: 4523.346191
	Iteration 63Q: 3 clusters Score -1123127 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1123131.125000 Penalty: 4523.346191
	Iteration 64Q: 3 clusters Score -1123131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1123138.625000 Penalty: 4523.346191
	Iteration 65Q: 3 clusters Score -1123139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1123145.750000 Penalty: 4523.346191
	Iteration 66Q: 3 clusters Score -1123146 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1123158.125000 Penalty: 4523.346191
	Iteration 67Q: 3 clusters Score -1123158 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1123166.750000 Penalty: 4523.346191
	Iteration 68Q: 3 clusters Score -1123167 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1123173.875000 Penalty: 4523.346191
	Iteration 69Q: 3 clusters Score -1123174 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6816 members 
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Entering Unmasked Estep 
Score: -1123181.625000 Penalty: 4523.346191
	Iteration 70Q: 3 clusters Score -1123182 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1123189.500000 Penalty: 4523.346191
	Iteration 71Q: 3 clusters Score -1123190 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1123201.125000 Penalty: 4523.346191
	Iteration 72Q: 3 clusters Score -1123201 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1123205.875000 Penalty: 4523.346191
	Iteration 73Q: 3 clusters Score -1123206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1123213.375000 Penalty: 4523.346191
	Iteration 74Q: 3 clusters Score -1123213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1123218.500000 Penalty: 4523.346191
	Iteration 75Q: 3 clusters Score -1123218 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1123221.875000 Penalty: 4523.346191
	Iteration 76Q: 3 clusters Score -1123222 nChanged 22
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Entering Unmasked Estep 
Score: -1123228.750000 Penalty: 4523.346191
	Iteration 77Q: 3 clusters Score -1123229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1123235.875000 Penalty: 4523.346191
	Iteration 78Q: 3 clusters Score -1123236 nChanged 26
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Mstep: Class 1 contains 6739 members 
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Entering Unmasked Estep 
Score: -1123244.500000 Penalty: 4523.346191
	Iteration 79Q: 3 clusters Score -1123244 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1123249.625000 Penalty: 4523.346191
	Iteration 80F: 3 clusters Score -1123250 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6734 members 
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Entering Unmasked Estep 
Score: -1123254.750000 Penalty: 4523.346191
	Iteration 81Q: 3 clusters Score -1123255 nChanged 18
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Entering Unmasked Estep 
Score: -1123258.625000 Penalty: 4523.346191
	Iteration 82Q: 3 clusters Score -1123259 nChanged 14
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	Iteration 83Q: 3 clusters Score -1123264 nChanged 16
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Mstep: Class 1 contains 6714 members 
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	Iteration 84Q: 3 clusters Score -1123266 nChanged 20
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Mstep: Class 1 contains 6702 members 
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Entering Unmasked Estep 
Score: -1123277.250000 Penalty: 4523.346191
	Iteration 85Q: 3 clusters Score -1123277 nChanged 25
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Mstep: Class 1 contains 6683 members 
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Score: -1123284.625000 Penalty: 4523.346191
	Iteration 86Q: 3 clusters Score -1123285 nChanged 22
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Mstep: Class 1 contains 6669 members 
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Entering Unmasked Estep 
Score: -1123291.875000 Penalty: 4523.346191
	Iteration 87Q: 3 clusters Score -1123292 nChanged 15
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Mstep: Class 1 contains 6660 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1123293 nChanged 14
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Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1123297 nChanged 7
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1123299 nChanged 7
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Entering Unmasked Estep 
Score: -1123302.875000 Penalty: 4523.346191
	Iteration 91Q: 3 clusters Score -1123303 nChanged 6
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Entering Unmasked Estep 
Score: -1123301.000000 Penalty: 4523.346191
	Iteration 92Q: 3 clusters Score -1123301 nChanged 4
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1123303 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1123301 nChanged 1
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	Iteration 95Q: 3 clusters Score -1123302 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1123302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1123302.500000 Penalty: 4523.346191
	Iteration 97F: 3 clusters Score -1123302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Entering Unmasked Estep 
Score: -2634045.500000 Penalty: 2449.658936
	Iteration 0F: 2 clusters Score -2634046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2620210.750000 Penalty: 4899.317871
	Iteration 0F: 3 clusters Score -2620211 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2624900.500000 Penalty: 4899.317871
	Iteration 1F: 3 clusters Score -2624900 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2625238.750000 Penalty: 4899.317871
	Iteration 2F: 3 clusters Score -2625239 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2625486.250000 Penalty: 4899.317871
	Iteration 3Q: 3 clusters Score -2625486 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2625708.250000 Penalty: 4899.317871
	Iteration 4Q: 3 clusters Score -2625708 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2625886.750000 Penalty: 4899.317871
	Iteration 5Q: 3 clusters Score -2625887 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2626036.250000 Penalty: 4899.317871
	Iteration 6Q: 3 clusters Score -2626036 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2626170.000000 Penalty: 4899.317871
	Iteration 7Q: 3 clusters Score -2626170 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2626298.750000 Penalty: 4899.317871
	Iteration 8Q: 3 clusters Score -2626299 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2626448.500000 Penalty: 4899.317871
	Iteration 9Q: 3 clusters Score -2626448 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2626640.500000 Penalty: 4899.317871
	Iteration 10Q: 3 clusters Score -2626640 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2626931.750000 Penalty: 4899.317871
	Iteration 11Q: 3 clusters Score -2626932 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2627341.500000 Penalty: 4899.317871
	Iteration 12Q: 3 clusters Score -2627342 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2627908.500000 Penalty: 4899.317871
	Iteration 13Q: 3 clusters Score -2627908 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2628513.500000 Penalty: 4899.317871
	Iteration 14Q: 3 clusters Score -2628514 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2629084.250000 Penalty: 4899.317871
	Iteration 15Q: 3 clusters Score -2629084 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2629494.500000 Penalty: 4899.317871
	Iteration 16Q: 3 clusters Score -2629494 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2629778.500000 Penalty: 4899.317871
	Iteration 17Q: 3 clusters Score -2629778 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2629983.500000 Penalty: 4899.317871
	Iteration 18Q: 3 clusters Score -2629984 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2630121.500000 Penalty: 4899.317871
	Iteration 19Q: 3 clusters Score -2630122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2630223.250000 Penalty: 4899.317871
	Iteration 20F: 3 clusters Score -2630223 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2630329.500000 Penalty: 4899.317871
	Iteration 21Q: 3 clusters Score -2630330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2630418.500000 Penalty: 4899.317871
	Iteration 22Q: 3 clusters Score -2630418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2630483.500000 Penalty: 4899.317871
	Iteration 23Q: 3 clusters Score -2630484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2630544.000000 Penalty: 4899.317871
	Iteration 24Q: 3 clusters Score -2630544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2630622.750000 Penalty: 4899.317871
	Iteration 25Q: 3 clusters Score -2630623 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2630710.000000 Penalty: 4899.317871
	Iteration 26Q: 3 clusters Score -2630710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2630791.750000 Penalty: 4899.317871
	Iteration 27Q: 3 clusters Score -2630792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2630865.500000 Penalty: 4899.317871
	Iteration 28Q: 3 clusters Score -2630866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2630927.750000 Penalty: 4899.317871
	Iteration 29Q: 3 clusters Score -2630928 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2630979.500000 Penalty: 4899.317871
	Iteration 30Q: 3 clusters Score -2630980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2631035.000000 Penalty: 4899.317871
	Iteration 31Q: 3 clusters Score -2631035 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2631078.750000 Penalty: 4899.317871
	Iteration 32Q: 3 clusters Score -2631079 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2631123.500000 Penalty: 4899.317871
	Iteration 33Q: 3 clusters Score -2631124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2631173.250000 Penalty: 4899.317871
	Iteration 34Q: 3 clusters Score -2631173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2631210.000000 Penalty: 4899.317871
	Iteration 35Q: 3 clusters Score -2631210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2631250.750000 Penalty: 4899.317871
	Iteration 36Q: 3 clusters Score -2631251 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2631297.250000 Penalty: 4899.317871
	Iteration 37Q: 3 clusters Score -2631297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2631336.250000 Penalty: 4899.317871
	Iteration 38Q: 3 clusters Score -2631336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2631377.750000 Penalty: 4899.317871
	Iteration 39Q: 3 clusters Score -2631378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2631421.750000 Penalty: 4899.317871
	Iteration 40F: 3 clusters Score -2631422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2631460.750000 Penalty: 4899.317871
	Iteration 41Q: 3 clusters Score -2631461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2631482.750000 Penalty: 4899.317871
	Iteration 42Q: 3 clusters Score -2631483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2631514.500000 Penalty: 4899.317871
	Iteration 43Q: 3 clusters Score -2631514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2631538.750000 Penalty: 4899.317871
	Iteration 44Q: 3 clusters Score -2631539 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2631566.250000 Penalty: 4899.317871
	Iteration 45Q: 3 clusters Score -2631566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2631589.000000 Penalty: 4899.317871
	Iteration 46Q: 3 clusters Score -2631589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2631611.750000 Penalty: 4899.317871
	Iteration 47Q: 3 clusters Score -2631612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2631634.000000 Penalty: 4899.317871
	Iteration 48Q: 3 clusters Score -2631634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2631657.500000 Penalty: 4899.317871
	Iteration 49Q: 3 clusters Score -2631658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2631682.000000 Penalty: 4899.317871
	Iteration 50Q: 3 clusters Score -2631682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2631708.500000 Penalty: 4899.317871
	Iteration 51Q: 3 clusters Score -2631708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2631720.250000 Penalty: 4899.317871
	Iteration 52Q: 3 clusters Score -2631720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2631740.250000 Penalty: 4899.317871
	Iteration 53Q: 3 clusters Score -2631740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2631754.250000 Penalty: 4899.317871
	Iteration 54Q: 3 clusters Score -2631754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2631760.250000 Penalty: 4899.317871
	Iteration 55Q: 3 clusters Score -2631760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2631768.500000 Penalty: 4899.317871
	Iteration 56Q: 3 clusters Score -2631768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2631783.250000 Penalty: 4899.317871
	Iteration 57Q: 3 clusters Score -2631783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2631805.500000 Penalty: 4899.317871
	Iteration 58Q: 3 clusters Score -2631806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2631815.000000 Penalty: 4899.317871
	Iteration 59Q: 3 clusters Score -2631815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2631836.000000 Penalty: 4899.317871
	Iteration 60F: 3 clusters Score -2631836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2631849.250000 Penalty: 4899.317871
	Iteration 61Q: 3 clusters Score -2631849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2631852.250000 Penalty: 4899.317871
	Iteration 62Q: 3 clusters Score -2631852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2631860.500000 Penalty: 4899.317871
	Iteration 63Q: 3 clusters Score -2631860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2631860.500000 Penalty: 4899.317871
	Iteration 64Q: 3 clusters Score -2631860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2631865.000000 Penalty: 4899.317871
	Iteration 65Q: 3 clusters Score -2631865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2631879.250000 Penalty: 4899.317871
	Iteration 66Q: 3 clusters Score -2631879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2631890.500000 Penalty: 4899.317871
	Iteration 67Q: 3 clusters Score -2631890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2631889.500000 Penalty: 4899.317871
	Iteration 68Q: 3 clusters Score -2631890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2631891.750000 Penalty: 4899.317871
	Iteration 69Q: 3 clusters Score -2631892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2631896.500000 Penalty: 4899.317871
	Iteration 70Q: 3 clusters Score -2631896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2631897.750000 Penalty: 4899.317871
	Iteration 71Q: 3 clusters Score -2631898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2631903.000000 Penalty: 4899.317871
	Iteration 72Q: 3 clusters Score -2631903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2631905.250000 Penalty: 4899.317871
	Iteration 73Q: 3 clusters Score -2631905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2631904.500000 Penalty: 4899.317871
	Iteration 74Q: 3 clusters Score -2631904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2631911.000000 Penalty: 4899.317871
	Iteration 75Q: 3 clusters Score -2631911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2631913.000000 Penalty: 4899.317871
	Iteration 76Q: 3 clusters Score -2631913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2631914.000000 Penalty: 4899.317871
	Iteration 77Q: 3 clusters Score -2631914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2631918.000000 Penalty: 4899.317871
	Iteration 78Q: 3 clusters Score -2631918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2631914.000000 Penalty: 4899.317871
	Iteration 79Q: 3 clusters Score -2631914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2631915.500000 Penalty: 4899.317871
	Iteration 80F: 3 clusters Score -2631916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2631916.750000 Penalty: 4899.317871
	Iteration 81Q: 3 clusters Score -2631917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2631919.500000 Penalty: 4899.317871
	Iteration 82Q: 3 clusters Score -2631920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2631919.750000 Penalty: 4899.317871
	Iteration 83Q: 3 clusters Score -2631920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2631927.250000 Penalty: 4899.317871
	Iteration 84Q: 3 clusters Score -2631927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2631925.750000 Penalty: 4899.317871
	Iteration 85Q: 3 clusters Score -2631926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2631929.000000 Penalty: 4899.317871
	Iteration 86Q: 3 clusters Score -2631929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2631925.000000 Penalty: 4899.317871
	Iteration 87Q: 3 clusters Score -2631925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2631930.500000 Penalty: 4899.317871
	Iteration 88Q: 3 clusters Score -2631930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2631928.500000 Penalty: 4899.317871
	Iteration 89Q: 3 clusters Score -2631928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2631936.250000 Penalty: 4899.317871
	Iteration 90Q: 3 clusters Score -2631936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2631937.750000 Penalty: 4899.317871
	Iteration 91Q: 3 clusters Score -2631938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2631935.250000 Penalty: 4899.317871
	Iteration 92Q: 3 clusters Score -2631935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2631935.250000 Penalty: 4899.317871
	Iteration 93Q: 3 clusters Score -2631935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2631935.250000 Penalty: 4899.317871
	Iteration 94F: 3 clusters Score -2631935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -606526.375000 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -606526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -602105.250000 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -602105.2 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -603113.812500 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -603113.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -603333.875000 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -603333.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -603491.375000 Penalty: 4210.339844
	Iteration 3F: 3 clusters Score -603491.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -603601.937500 Penalty: 4210.339844
	Iteration 4Q: 3 clusters Score -603601.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -603698.312500 Penalty: 4210.339844
	Iteration 5Q: 3 clusters Score -603698.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -603790.562500 Penalty: 4210.339844
	Iteration 6Q: 3 clusters Score -603790.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -603838.687500 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -603838.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -603887.375000 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -603887.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -603944.812500 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -603944.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -604014.812500 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -604014.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -604081.062500 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -604081.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -604139.750000 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -604139.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -604192.625000 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -604192.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -604250.937500 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -604250.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -604325.437500 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -604325.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -604410.687500 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -604410.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -604509.875000 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -604509.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -604607.375000 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -604607.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -604687.437500 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -604687.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -604752.062500 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -604752.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -604812.250000 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -604812.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -604869.625000 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -604869.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -604912.625000 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -604912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -604948.687500 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -604948.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -604980.125000 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -604980.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605007.937500 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -605007.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -605025.750000 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -605025.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -605046.312500 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -605046.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -605069.875000 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -605069.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -605085.812500 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -605085.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -605100.187500 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -605100.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -605112.812500 Penalty: 4210.339844
	Iteration 32Q: 3 clusters Score -605112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -605118.250000 Penalty: 4210.339844
	Iteration 33Q: 3 clusters Score -605118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -605120.437500 Penalty: 4210.339844
	Iteration 34Q: 3 clusters Score -605120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -605123.687500 Penalty: 4210.339844
	Iteration 35Q: 3 clusters Score -605123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -605125.937500 Penalty: 4210.339844
	Iteration 36Q: 3 clusters Score -605125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -605126.687500 Penalty: 4210.339844
	Iteration 37Q: 3 clusters Score -605126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -605129.750000 Penalty: 4210.339844
	Iteration 38Q: 3 clusters Score -605129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -605132.375000 Penalty: 4210.339844
	Iteration 39Q: 3 clusters Score -605132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -605134.812500 Penalty: 4210.339844
	Iteration 40F: 3 clusters Score -605134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -605135.125000 Penalty: 4210.339844
	Iteration 41Q: 3 clusters Score -605135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -605137.250000 Penalty: 4210.339844
	Iteration 42Q: 3 clusters Score -605137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -605137.812500 Penalty: 4210.339844
	Iteration 43Q: 3 clusters Score -605137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -605139.875000 Penalty: 4210.339844
	Iteration 44Q: 3 clusters Score -605139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -605140.062500 Penalty: 4210.339844
	Iteration 45Q: 3 clusters Score -605140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -605141.687500 Penalty: 4210.339844
	Iteration 46Q: 3 clusters Score -605141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -605143.312500 Penalty: 4210.339844
	Iteration 47Q: 3 clusters Score -605143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -605144.562500 Penalty: 4210.339844
	Iteration 48Q: 3 clusters Score -605144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -605144.812500 Penalty: 4210.339844
	Iteration 49Q: 3 clusters Score -605144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -605144.437500 Penalty: 4210.339844
	Iteration 50Q: 3 clusters Score -605144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -605146.000000 Penalty: 4210.339844
	Iteration 51Q: 3 clusters Score -605146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -605147.625000 Penalty: 4210.339844
	Iteration 52Q: 3 clusters Score -605147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -605148.375000 Penalty: 4210.339844
	Iteration 53Q: 3 clusters Score -605148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -605148.375000 Penalty: 4210.339844
	Iteration 54F: 3 clusters Score -605148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Entering Unmasked Estep 
Score: -16753467.000000 Penalty: 2915.135010
	Iteration 0F: 2 clusters Score -1.675347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -16669175.000000 Penalty: 5830.270020
	Iteration 0F: 3 clusters Score -1.666918e+07 nChanged 60372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -16703679.000000 Penalty: 5830.270020
	Iteration 1F: 3 clusters Score -1.670368e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -16704526.000000 Penalty: 5830.270020
	Iteration 2Q: 3 clusters Score -1.670453e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -16705518.000000 Penalty: 5830.270020
	Iteration 3Q: 3 clusters Score -1.670552e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -16706964.000000 Penalty: 5830.270020
	Iteration 4Q: 3 clusters Score -1.670696e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -16708803.000000 Penalty: 5830.270020
	Iteration 5Q: 3 clusters Score -1.67088e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -16711105.000000 Penalty: 5830.270020
	Iteration 6Q: 3 clusters Score -1.67111e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -16714409.000000 Penalty: 5830.270020
	Iteration 7F: 3 clusters Score -1.671441e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -16718383.000000 Penalty: 5830.270020
	Iteration 8F: 3 clusters Score -1.671838e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -16723312.000000 Penalty: 5830.270020
	Iteration 9F: 3 clusters Score -1.672331e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -16728996.000000 Penalty: 5830.270020
	Iteration 10F: 3 clusters Score -1.6729e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -16735351.000000 Penalty: 5830.270020
	Iteration 11F: 3 clusters Score -1.673535e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -16741911.000000 Penalty: 5830.270020
	Iteration 12F: 3 clusters Score -1.674191e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -16746943.000000 Penalty: 5830.270020
	Iteration 13Q: 3 clusters Score -1.674694e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125430 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -16749424.000000 Penalty: 5830.270020
	Iteration 14Q: 3 clusters Score -1.674942e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16750321.000000 Penalty: 5830.270020
	Iteration 15Q: 3 clusters Score -1.675032e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16750608.000000 Penalty: 5830.270020
	Iteration 16Q: 3 clusters Score -1.675061e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16750739.000000 Penalty: 5830.270020
	Iteration 17Q: 3 clusters Score -1.675074e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16750815.000000 Penalty: 5830.270020
	Iteration 18Q: 3 clusters Score -1.675082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16750870.000000 Penalty: 5830.270020
	Iteration 19Q: 3 clusters Score -1.675087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16750906.000000 Penalty: 5830.270020
	Iteration 20F: 3 clusters Score -1.675091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16750906.000000 Penalty: 5830.270020
	Iteration 21Q: 3 clusters Score -1.675091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126978 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16750910.000000 Penalty: 5830.270020
	Iteration 22Q: 3 clusters Score -1.675091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16750920.000000 Penalty: 5830.270020
	Iteration 23Q: 3 clusters Score -1.675092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16750927.000000 Penalty: 5830.270020
	Iteration 24Q: 3 clusters Score -1.675093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16750920.000000 Penalty: 5830.270020
	Iteration 25Q: 3 clusters Score -1.675092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16750922.000000 Penalty: 5830.270020
	Iteration 26Q: 3 clusters Score -1.675092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16750928.000000 Penalty: 5830.270020
	Iteration 27Q: 3 clusters Score -1.675093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16750926.000000 Penalty: 5830.270020
	Iteration 28Q: 3 clusters Score -1.675093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16750926.000000 Penalty: 5830.270020
	Iteration 29F: 3 clusters Score -1.675093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (230095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230095 members 
Entering Unmasked Estep 
Score: -30763166.000000 Penalty: 3061.869385
	Iteration 0F: 2 clusters Score -3.076317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -30624876.000000 Penalty: 6123.738770
	Iteration 0F: 3 clusters Score -3.062488e+07 nChanged 110782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -30689872.000000 Penalty: 6123.738770
	Iteration 1F: 3 clusters Score -3.068987e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -30691228.000000 Penalty: 6123.738770
	Iteration 2Q: 3 clusters Score -3.069123e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -30692908.000000 Penalty: 6123.738770
	Iteration 3Q: 3 clusters Score -3.069291e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129525 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -30695828.000000 Penalty: 6123.738770
	Iteration 4Q: 3 clusters Score -3.069583e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136903 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -30700212.000000 Penalty: 6123.738770
	Iteration 5Q: 3 clusters Score -3.070021e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -30706602.000000 Penalty: 6123.738770
	Iteration 6F: 3 clusters Score -3.07066e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -30715182.000000 Penalty: 6123.738770
	Iteration 7F: 3 clusters Score -3.071518e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -30725432.000000 Penalty: 6123.738770
	Iteration 8F: 3 clusters Score -3.072543e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191224 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -30735118.000000 Penalty: 6123.738770
	Iteration 9F: 3 clusters Score -3.073512e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205173 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -30743342.000000 Penalty: 6123.738770
	Iteration 10F: 3 clusters Score -3.074334e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -30751026.000000 Penalty: 6123.738770
	Iteration 11Q: 3 clusters Score -3.075103e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223746 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -30756338.000000 Penalty: 6123.738770
	Iteration 12Q: 3 clusters Score -3.075634e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -30759082.000000 Penalty: 6123.738770
	Iteration 13Q: 3 clusters Score -3.075908e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -30759954.000000 Penalty: 6123.738770
	Iteration 14Q: 3 clusters Score -3.075995e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229505 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30760240.000000 Penalty: 6123.738770
	Iteration 15Q: 3 clusters Score -3.076024e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229666 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30760352.000000 Penalty: 6123.738770
	Iteration 16Q: 3 clusters Score -3.076035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30760416.000000 Penalty: 6123.738770
	Iteration 17Q: 3 clusters Score -3.076042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30760446.000000 Penalty: 6123.738770
	Iteration 18Q: 3 clusters Score -3.076045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229759 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30760464.000000 Penalty: 6123.738770
	Iteration 19Q: 3 clusters Score -3.076046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229762 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30760466.000000 Penalty: 6123.738770
	Iteration 20F: 3 clusters Score -3.076047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229768 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30760480.000000 Penalty: 6123.738770
	Iteration 21Q: 3 clusters Score -3.076048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229769 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30760484.000000 Penalty: 6123.738770
	Iteration 22Q: 3 clusters Score -3.076048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229768 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30760492.000000 Penalty: 6123.738770
	Iteration 23Q: 3 clusters Score -3.076049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30760498.000000 Penalty: 6123.738770
	Iteration 24Q: 3 clusters Score -3.07605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30760502.000000 Penalty: 6123.738770
	Iteration 25Q: 3 clusters Score -3.07605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229770 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30760498.000000 Penalty: 6123.738770
	Iteration 26Q: 3 clusters Score -3.07605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30760510.000000 Penalty: 6123.738770
	Iteration 27Q: 3 clusters Score -3.076051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30760514.000000 Penalty: 6123.738770
	Iteration 28Q: 3 clusters Score -3.076051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30760508.000000 Penalty: 6123.738770
	Iteration 29Q: 3 clusters Score -3.076051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229774 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30760516.000000 Penalty: 6123.738770
	Iteration 30Q: 3 clusters Score -3.076052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30760504.000000 Penalty: 6123.738770
	Iteration 31Q: 3 clusters Score -3.07605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30760504.000000 Penalty: 6123.738770
	Iteration 32F: 3 clusters Score -3.07605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Entering Unmasked Estep 
Score: -8832257.000000 Penalty: 2755.119873
	Iteration 0F: 2 clusters Score -8832257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8787667.000000 Penalty: 5510.239746
	Iteration 0F: 3 clusters Score -8787667 nChanged 31061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -8804861.000000 Penalty: 5510.239746
	Iteration 1F: 3 clusters Score -8804861 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -8805865.000000 Penalty: 5510.239746
	Iteration 2Q: 3 clusters Score -8805865 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8807139.000000 Penalty: 5510.239746
	Iteration 3Q: 3 clusters Score -8807139 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -8808533.000000 Penalty: 5510.239746
	Iteration 4Q: 3 clusters Score -8808533 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -8810265.000000 Penalty: 5510.239746
	Iteration 5F: 3 clusters Score -8810265 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -8812017.000000 Penalty: 5510.239746
	Iteration 6F: 3 clusters Score -8812017 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -8813864.000000 Penalty: 5510.239746
	Iteration 7F: 3 clusters Score -8813864 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -8815722.000000 Penalty: 5510.239746
	Iteration 8F: 3 clusters Score -8815722 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -8817629.000000 Penalty: 5510.239746
	Iteration 9Q: 3 clusters Score -8817629 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8819542.000000 Penalty: 5510.239746
	Iteration 10Q: 3 clusters Score -8819542 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8821408.000000 Penalty: 5510.239746
	Iteration 11Q: 3 clusters Score -8821408 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -8823020.000000 Penalty: 5510.239746
	Iteration 12Q: 3 clusters Score -8823020 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -8824289.000000 Penalty: 5510.239746
	Iteration 13Q: 3 clusters Score -8824289 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -8825274.000000 Penalty: 5510.239746
	Iteration 14Q: 3 clusters Score -8825274 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -8826232.000000 Penalty: 5510.239746
	Iteration 15Q: 3 clusters Score -8826232 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -8827115.000000 Penalty: 5510.239746
	Iteration 16Q: 3 clusters Score -8827115 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -8827900.000000 Penalty: 5510.239746
	Iteration 17Q: 3 clusters Score -8827900 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -8828535.000000 Penalty: 5510.239746
	Iteration 18Q: 3 clusters Score -8828535 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8829048.000000 Penalty: 5510.239746
	Iteration 19Q: 3 clusters Score -8829048 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -8829361.000000 Penalty: 5510.239746
	Iteration 20F: 3 clusters Score -8829361 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -8829508.000000 Penalty: 5510.239746
	Iteration 21Q: 3 clusters Score -8829508 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -8829610.000000 Penalty: 5510.239746
	Iteration 22Q: 3 clusters Score -8829610 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -8829678.000000 Penalty: 5510.239746
	Iteration 23Q: 3 clusters Score -8829678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -8829691.000000 Penalty: 5510.239746
	Iteration 24Q: 3 clusters Score -8829691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8829705.000000 Penalty: 5510.239746
	Iteration 25Q: 3 clusters Score -8829705 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -8829734.000000 Penalty: 5510.239746
	Iteration 26Q: 3 clusters Score -8829734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -8829743.000000 Penalty: 5510.239746
	Iteration 27Q: 3 clusters Score -8829743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -8829744.000000 Penalty: 5510.239746
	Iteration 28Q: 3 clusters Score -8829744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -8829754.000000 Penalty: 5510.239746
	Iteration 29Q: 3 clusters Score -8829754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8829762.000000 Penalty: 5510.239746
	Iteration 30Q: 3 clusters Score -8829762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -8829775.000000 Penalty: 5510.239746
	Iteration 31Q: 3 clusters Score -8829775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -8829767.000000 Penalty: 5510.239746
	Iteration 32Q: 3 clusters Score -8829767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -8829782.000000 Penalty: 5510.239746
	Iteration 33Q: 3 clusters Score -8829782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -8829774.000000 Penalty: 5510.239746
	Iteration 34Q: 3 clusters Score -8829774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -8829769.000000 Penalty: 5510.239746
	Iteration 35Q: 3 clusters Score -8829769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -8829760.000000 Penalty: 5510.239746
	Iteration 36Q: 3 clusters Score -8829760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -8829771.000000 Penalty: 5510.239746
	Iteration 37Q: 3 clusters Score -8829771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 38Q: 3 clusters Score -8829780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 39Q: 3 clusters Score -8829780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 40F: 3 clusters Score -8829780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -8829792.000000 Penalty: 5510.239746
	Iteration 41Q: 3 clusters Score -8829792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -8829785.000000 Penalty: 5510.239746
	Iteration 42Q: 3 clusters Score -8829785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 43Q: 3 clusters Score -8829780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 44Q: 3 clusters Score -8829780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -8829791.000000 Penalty: 5510.239746
	Iteration 45Q: 3 clusters Score -8829791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -8829789.000000 Penalty: 5510.239746
	Iteration 46Q: 3 clusters Score -8829789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -8829794.000000 Penalty: 5510.239746
	Iteration 47Q: 3 clusters Score -8829794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -8829792.000000 Penalty: 5510.239746
	Iteration 48Q: 3 clusters Score -8829792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8829789.000000 Penalty: 5510.239746
	Iteration 49Q: 3 clusters Score -8829789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -8829782.000000 Penalty: 5510.239746
	Iteration 50Q: 3 clusters Score -8829782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8829777.000000 Penalty: 5510.239746
	Iteration 51Q: 3 clusters Score -8829777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -8829777.000000 Penalty: 5510.239746
	Iteration 52Q: 3 clusters Score -8829777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -8829771.000000 Penalty: 5510.239746
	Iteration 53Q: 3 clusters Score -8829771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -8829776.000000 Penalty: 5510.239746
	Iteration 54Q: 3 clusters Score -8829776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8829776.000000 Penalty: 5510.239746
	Iteration 55Q: 3 clusters Score -8829776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -8829784.000000 Penalty: 5510.239746
	Iteration 56Q: 3 clusters Score -8829784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -8829778.000000 Penalty: 5510.239746
	Iteration 57Q: 3 clusters Score -8829778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -8829778.000000 Penalty: 5510.239746
	Iteration 58Q: 3 clusters Score -8829778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -8829779.000000 Penalty: 5510.239746
	Iteration 59Q: 3 clusters Score -8829779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -8829781.000000 Penalty: 5510.239746
	Iteration 60F: 3 clusters Score -8829781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5510.239746
	Iteration 61Q: 3 clusters Score -8829780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8829785.000000 Penalty: 5510.239746
	Iteration 62Q: 3 clusters Score -8829785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -8829784.000000 Penalty: 5510.239746
	Iteration 63Q: 3 clusters Score -8829784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -8829783.000000 Penalty: 5510.239746
	Iteration 64Q: 3 clusters Score -8829783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5510.239746
	Iteration 65Q: 3 clusters Score -8829793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -8829783.000000 Penalty: 5510.239746
	Iteration 66Q: 3 clusters Score -8829783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -8829797.000000 Penalty: 5510.239746
	Iteration 67Q: 3 clusters Score -8829797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -8829792.000000 Penalty: 5510.239746
	Iteration 68Q: 3 clusters Score -8829792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5510.239746
	Iteration 69Q: 3 clusters Score -8829793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5510.239746
	Iteration 70Q: 3 clusters Score -8829793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5510.239746
	Iteration 71F: 3 clusters Score -8829793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -579151.937500 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -579151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -574962.250000 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -574962.2 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -575915.375000 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -575915.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -576101.125000 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -576101.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -576228.312500 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -576228.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576299.000000 Penalty: 4177.313477
	Iteration 4Q: 3 clusters Score -576299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -576355.062500 Penalty: 4177.313477
	Iteration 5Q: 3 clusters Score -576355.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -576418.437500 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -576418.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -576484.250000 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -576484.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -576549.312500 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -576549.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -576624.062500 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -576624.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -576678.312500 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -576678.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -576712.562500 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -576712.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -576746.000000 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -576746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -576778.625000 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -576778.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -576812.937500 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -576812.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -576851.750000 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -576851.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -576887.062500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -576887.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -576913.562500 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -576913.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -576935.812500 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -576935.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -576965.937500 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -576965.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -576995.625000 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -576995.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -577026.687500 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -577026.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -577061.062500 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -577061.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -577102.625000 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -577102.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -577146.125000 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -577146.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -577195.500000 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -577195.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -577250.312500 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -577250.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -577306.375000 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -577306.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -577345.937500 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -577345.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -577383.187500 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -577383.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -577410.437500 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -577410.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -577440.125000 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -577440.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -577471.250000 Penalty: 4177.313477
	Iteration 32Q: 3 clusters Score -577471.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -577509.687500 Penalty: 4177.313477
	Iteration 33Q: 3 clusters Score -577509.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -577543.250000 Penalty: 4177.313477
	Iteration 34Q: 3 clusters Score -577543.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -577565.687500 Penalty: 4177.313477
	Iteration 35Q: 3 clusters Score -577565.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -577573.875000 Penalty: 4177.313477
	Iteration 36Q: 3 clusters Score -577573.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -577587.312500 Penalty: 4177.313477
	Iteration 37Q: 3 clusters Score -577587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -577601.312500 Penalty: 4177.313477
	Iteration 38Q: 3 clusters Score -577601.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -577609.812500 Penalty: 4177.313477
	Iteration 39Q: 3 clusters Score -577609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -577613.875000 Penalty: 4177.313477
	Iteration 40F: 3 clusters Score -577613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -577616.937500 Penalty: 4177.313477
	Iteration 41Q: 3 clusters Score -577616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -577617.125000 Penalty: 4177.313477
	Iteration 42Q: 3 clusters Score -577617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -577618.125000 Penalty: 4177.313477
	Iteration 43Q: 3 clusters Score -577618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -577619.000000 Penalty: 4177.313477
	Iteration 44Q: 3 clusters Score -577619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -577620.250000 Penalty: 4177.313477
	Iteration 45Q: 3 clusters Score -577620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -577620.250000 Penalty: 4177.313477
	Iteration 46Q: 3 clusters Score -577620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -577621.000000 Penalty: 4177.313477
	Iteration 47Q: 3 clusters Score -577621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -577622.687500 Penalty: 4177.313477
	Iteration 48Q: 3 clusters Score -577622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -577622.187500 Penalty: 4177.313477
	Iteration 49Q: 3 clusters Score -577622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -577623.375000 Penalty: 4177.313477
	Iteration 50Q: 3 clusters Score -577623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -577623.125000 Penalty: 4177.313477
	Iteration 51Q: 3 clusters Score -577623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -577623.125000 Penalty: 4177.313477
	Iteration 52F: 3 clusters Score -577623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (100323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Entering Unmasked Estep 
Score: -13401034.000000 Penalty: 2856.005371
	Iteration 0F: 2 clusters Score -1.340103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -13333920.000000 Penalty: 5712.010742
	Iteration 0F: 3 clusters Score -1.333392e+07 nChanged 47397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -13360797.000000 Penalty: 5712.010742
	Iteration 1F: 3 clusters Score -1.33608e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -13361314.000000 Penalty: 5712.010742
	Iteration 2Q: 3 clusters Score -1.336131e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -13361925.000000 Penalty: 5712.010742
	Iteration 3Q: 3 clusters Score -1.336192e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -13362658.000000 Penalty: 5712.010742
	Iteration 4Q: 3 clusters Score -1.336266e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -13363488.000000 Penalty: 5712.010742
	Iteration 5Q: 3 clusters Score -1.336349e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -13364489.000000 Penalty: 5712.010742
	Iteration 6Q: 3 clusters Score -1.336449e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -13365881.000000 Penalty: 5712.010742
	Iteration 7Q: 3 clusters Score -1.336588e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -13367760.000000 Penalty: 5712.010742
	Iteration 8Q: 3 clusters Score -1.336776e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -13370247.000000 Penalty: 5712.010742
	Iteration 9F: 3 clusters Score -1.337025e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -13373625.000000 Penalty: 5712.010742
	Iteration 10F: 3 clusters Score -1.337362e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -13377709.000000 Penalty: 5712.010742
	Iteration 11F: 3 clusters Score -1.337771e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -13382311.000000 Penalty: 5712.010742
	Iteration 12F: 3 clusters Score -1.338231e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -13385317.000000 Penalty: 5712.010742
	Iteration 13F: 3 clusters Score -1.338532e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -13386615.000000 Penalty: 5712.010742
	Iteration 14Q: 3 clusters Score -1.338662e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -13387199.000000 Penalty: 5712.010742
	Iteration 15Q: 3 clusters Score -1.33872e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -13387660.000000 Penalty: 5712.010742
	Iteration 16Q: 3 clusters Score -1.338766e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -13388101.000000 Penalty: 5712.010742
	Iteration 17Q: 3 clusters Score -1.33881e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -13388544.000000 Penalty: 5712.010742
	Iteration 18Q: 3 clusters Score -1.338854e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -13388935.000000 Penalty: 5712.010742
	Iteration 19Q: 3 clusters Score -1.338894e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -13389334.000000 Penalty: 5712.010742
	Iteration 20F: 3 clusters Score -1.338933e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -13389753.000000 Penalty: 5712.010742
	Iteration 21Q: 3 clusters Score -1.338975e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -13390255.000000 Penalty: 5712.010742
	Iteration 22Q: 3 clusters Score -1.339026e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -13390629.000000 Penalty: 5712.010742
	Iteration 23Q: 3 clusters Score -1.339063e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -13391034.000000 Penalty: 5712.010742
	Iteration 24Q: 3 clusters Score -1.339103e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -13391465.000000 Penalty: 5712.010742
	Iteration 25Q: 3 clusters Score -1.339146e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -13391755.000000 Penalty: 5712.010742
	Iteration 26Q: 3 clusters Score -1.339176e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -13392122.000000 Penalty: 5712.010742
	Iteration 27Q: 3 clusters Score -1.339212e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -13392471.000000 Penalty: 5712.010742
	Iteration 28Q: 3 clusters Score -1.339247e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -13392809.000000 Penalty: 5712.010742
	Iteration 29Q: 3 clusters Score -1.339281e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -13393121.000000 Penalty: 5712.010742
	Iteration 30Q: 3 clusters Score -1.339312e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -13393582.000000 Penalty: 5712.010742
	Iteration 31Q: 3 clusters Score -1.339358e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -13394042.000000 Penalty: 5712.010742
	Iteration 32Q: 3 clusters Score -1.339404e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -13394461.000000 Penalty: 5712.010742
	Iteration 33Q: 3 clusters Score -1.339446e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -13394831.000000 Penalty: 5712.010742
	Iteration 34Q: 3 clusters Score -1.339483e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -13395087.000000 Penalty: 5712.010742
	Iteration 35Q: 3 clusters Score -1.339509e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -13395470.000000 Penalty: 5712.010742
	Iteration 36Q: 3 clusters Score -1.339547e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -13395751.000000 Penalty: 5712.010742
	Iteration 37Q: 3 clusters Score -1.339575e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -13396071.000000 Penalty: 5712.010742
	Iteration 38Q: 3 clusters Score -1.339607e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -13396401.000000 Penalty: 5712.010742
	Iteration 39Q: 3 clusters Score -1.33964e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -13396656.000000 Penalty: 5712.010742
	Iteration 40F: 3 clusters Score -1.339666e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -13396856.000000 Penalty: 5712.010742
	Iteration 41Q: 3 clusters Score -1.339686e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -13397078.000000 Penalty: 5712.010742
	Iteration 42Q: 3 clusters Score -1.339708e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -13397279.000000 Penalty: 5712.010742
	Iteration 43Q: 3 clusters Score -1.339728e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -13397434.000000 Penalty: 5712.010742
	Iteration 44Q: 3 clusters Score -1.339743e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -13397574.000000 Penalty: 5712.010742
	Iteration 45Q: 3 clusters Score -1.339757e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -13397676.000000 Penalty: 5712.010742
	Iteration 46Q: 3 clusters Score -1.339768e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -13397778.000000 Penalty: 5712.010742
	Iteration 47Q: 3 clusters Score -1.339778e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -13397878.000000 Penalty: 5712.010742
	Iteration 48Q: 3 clusters Score -1.339788e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -13397947.000000 Penalty: 5712.010742
	Iteration 49Q: 3 clusters Score -1.339795e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13398012.000000 Penalty: 5712.010742
	Iteration 50Q: 3 clusters Score -1.339801e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -13398065.000000 Penalty: 5712.010742
	Iteration 51Q: 3 clusters Score -1.339806e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13398139.000000 Penalty: 5712.010742
	Iteration 52Q: 3 clusters Score -1.339814e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -13398191.000000 Penalty: 5712.010742
	Iteration 53Q: 3 clusters Score -1.339819e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -13398251.000000 Penalty: 5712.010742
	Iteration 54Q: 3 clusters Score -1.339825e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13398318.000000 Penalty: 5712.010742
	Iteration 55Q: 3 clusters Score -1.339832e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -13398339.000000 Penalty: 5712.010742
	Iteration 56Q: 3 clusters Score -1.339834e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13398387.000000 Penalty: 5712.010742
	Iteration 57Q: 3 clusters Score -1.339839e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13398406.000000 Penalty: 5712.010742
	Iteration 58Q: 3 clusters Score -1.339841e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13398439.000000 Penalty: 5712.010742
	Iteration 59Q: 3 clusters Score -1.339844e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13398450.000000 Penalty: 5712.010742
	Iteration 60F: 3 clusters Score -1.339845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13398451.000000 Penalty: 5712.010742
	Iteration 61Q: 3 clusters Score -1.339845e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -13398459.000000 Penalty: 5712.010742
	Iteration 62Q: 3 clusters Score -1.339846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -13398465.000000 Penalty: 5712.010742
	Iteration 63Q: 3 clusters Score -1.339846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13398476.000000 Penalty: 5712.010742
	Iteration 64Q: 3 clusters Score -1.339848e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13398495.000000 Penalty: 5712.010742
	Iteration 65Q: 3 clusters Score -1.33985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13398543.000000 Penalty: 5712.010742
	Iteration 66Q: 3 clusters Score -1.339854e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13398556.000000 Penalty: 5712.010742
	Iteration 67Q: 3 clusters Score -1.339856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13398557.000000 Penalty: 5712.010742
	Iteration 68Q: 3 clusters Score -1.339856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13398569.000000 Penalty: 5712.010742
	Iteration 69Q: 3 clusters Score -1.339857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13398570.000000 Penalty: 5712.010742
	Iteration 70Q: 3 clusters Score -1.339857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13398572.000000 Penalty: 5712.010742
	Iteration 71Q: 3 clusters Score -1.339857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13398577.000000 Penalty: 5712.010742
	Iteration 72Q: 3 clusters Score -1.339858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -13398573.000000 Penalty: 5712.010742
	Iteration 73Q: 3 clusters Score -1.339857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13398571.000000 Penalty: 5712.010742
	Iteration 74Q: 3 clusters Score -1.339857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13398570.000000 Penalty: 5712.010742
	Iteration 75Q: 3 clusters Score -1.339857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13398589.000000 Penalty: 5712.010742
	Iteration 76Q: 3 clusters Score -1.339859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13398590.000000 Penalty: 5712.010742
	Iteration 77Q: 3 clusters Score -1.339859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13398596.000000 Penalty: 5712.010742
	Iteration 78Q: 3 clusters Score -1.33986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13398584.000000 Penalty: 5712.010742
	Iteration 79Q: 3 clusters Score -1.339858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13398578.000000 Penalty: 5712.010742
	Iteration 80F: 3 clusters Score -1.339858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13398575.000000 Penalty: 5712.010742
	Iteration 81Q: 3 clusters Score -1.339858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13398581.000000 Penalty: 5712.010742
	Iteration 82Q: 3 clusters Score -1.339858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13398586.000000 Penalty: 5712.010742
	Iteration 83Q: 3 clusters Score -1.339859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13398587.000000 Penalty: 5712.010742
	Iteration 84Q: 3 clusters Score -1.339859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13398581.000000 Penalty: 5712.010742
	Iteration 85Q: 3 clusters Score -1.339858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13398581.000000 Penalty: 5712.010742
	Iteration 86F: 3 clusters Score -1.339858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Entering Unmasked Estep 
Score: -2698932.750000 Penalty: 2479.250488
	Iteration 0F: 2 clusters Score -2698933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2683467.000000 Penalty: 4958.500977
	Iteration 0F: 3 clusters Score -2683467 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2688867.250000 Penalty: 4958.500977
	Iteration 1F: 3 clusters Score -2688867 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2689419.250000 Penalty: 4958.500977
	Iteration 2F: 3 clusters Score -2689419 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2689864.000000 Penalty: 4958.500977
	Iteration 3F: 3 clusters Score -2689864 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2690323.750000 Penalty: 4958.500977
	Iteration 4Q: 3 clusters Score -2690324 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2690834.250000 Penalty: 4958.500977
	Iteration 5Q: 3 clusters Score -2690834 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2691390.750000 Penalty: 4958.500977
	Iteration 6Q: 3 clusters Score -2691391 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2692007.750000 Penalty: 4958.500977
	Iteration 7Q: 3 clusters Score -2692008 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2692686.500000 Penalty: 4958.500977
	Iteration 8Q: 3 clusters Score -2692686 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2693382.250000 Penalty: 4958.500977
	Iteration 9Q: 3 clusters Score -2693382 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2693988.500000 Penalty: 4958.500977
	Iteration 10Q: 3 clusters Score -2693988 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2694467.500000 Penalty: 4958.500977
	Iteration 11Q: 3 clusters Score -2694468 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2694832.250000 Penalty: 4958.500977
	Iteration 12Q: 3 clusters Score -2694832 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2695140.250000 Penalty: 4958.500977
	Iteration 13Q: 3 clusters Score -2695140 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2695398.250000 Penalty: 4958.500977
	Iteration 14Q: 3 clusters Score -2695398 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2695612.000000 Penalty: 4958.500977
	Iteration 15Q: 3 clusters Score -2695612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2695807.750000 Penalty: 4958.500977
	Iteration 16Q: 3 clusters Score -2695808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2695978.250000 Penalty: 4958.500977
	Iteration 17Q: 3 clusters Score -2695978 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2696164.750000 Penalty: 4958.500977
	Iteration 18Q: 3 clusters Score -2696165 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2696390.250000 Penalty: 4958.500977
	Iteration 19Q: 3 clusters Score -2696390 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2696610.000000 Penalty: 4958.500977
	Iteration 20F: 3 clusters Score -2696610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2696773.250000 Penalty: 4958.500977
	Iteration 21Q: 3 clusters Score -2696773 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2696882.750000 Penalty: 4958.500977
	Iteration 22Q: 3 clusters Score -2696883 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2696985.250000 Penalty: 4958.500977
	Iteration 23Q: 3 clusters Score -2696985 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2697067.250000 Penalty: 4958.500977
	Iteration 24Q: 3 clusters Score -2697067 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2697124.750000 Penalty: 4958.500977
	Iteration 25Q: 3 clusters Score -2697125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2697172.750000 Penalty: 4958.500977
	Iteration 26Q: 3 clusters Score -2697173 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2697211.000000 Penalty: 4958.500977
	Iteration 27Q: 3 clusters Score -2697211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2697239.250000 Penalty: 4958.500977
	Iteration 28Q: 3 clusters Score -2697239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2697286.000000 Penalty: 4958.500977
	Iteration 29Q: 3 clusters Score -2697286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2697317.750000 Penalty: 4958.500977
	Iteration 30Q: 3 clusters Score -2697318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2697348.000000 Penalty: 4958.500977
	Iteration 31Q: 3 clusters Score -2697348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2697376.500000 Penalty: 4958.500977
	Iteration 32Q: 3 clusters Score -2697376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2697418.000000 Penalty: 4958.500977
	Iteration 33Q: 3 clusters Score -2697418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2697458.750000 Penalty: 4958.500977
	Iteration 34Q: 3 clusters Score -2697459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2697500.750000 Penalty: 4958.500977
	Iteration 35Q: 3 clusters Score -2697501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2697514.250000 Penalty: 4958.500977
	Iteration 36Q: 3 clusters Score -2697514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2697527.000000 Penalty: 4958.500977
	Iteration 37Q: 3 clusters Score -2697527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2697533.250000 Penalty: 4958.500977
	Iteration 38Q: 3 clusters Score -2697533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2697549.250000 Penalty: 4958.500977
	Iteration 39Q: 3 clusters Score -2697549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2697550.500000 Penalty: 4958.500977
	Iteration 40F: 3 clusters Score -2697550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2697555.250000 Penalty: 4958.500977
	Iteration 41Q: 3 clusters Score -2697555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2697562.000000 Penalty: 4958.500977
	Iteration 42Q: 3 clusters Score -2697562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2697568.000000 Penalty: 4958.500977
	Iteration 43Q: 3 clusters Score -2697568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2697576.250000 Penalty: 4958.500977
	Iteration 44Q: 3 clusters Score -2697576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2697581.250000 Penalty: 4958.500977
	Iteration 45Q: 3 clusters Score -2697581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2697582.250000 Penalty: 4958.500977
	Iteration 46Q: 3 clusters Score -2697582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2697581.750000 Penalty: 4958.500977
	Iteration 47Q: 3 clusters Score -2697582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2697581.250000 Penalty: 4958.500977
	Iteration 48Q: 3 clusters Score -2697581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2697582.000000 Penalty: 4958.500977
	Iteration 49Q: 3 clusters Score -2697582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2697586.000000 Penalty: 4958.500977
	Iteration 50Q: 3 clusters Score -2697586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2697586.000000 Penalty: 4958.500977
	Iteration 51Q: 3 clusters Score -2697586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2697585.250000 Penalty: 4958.500977
	Iteration 52Q: 3 clusters Score -2697585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2697586.500000 Penalty: 4958.500977
	Iteration 53Q: 3 clusters Score -2697586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2697586.500000 Penalty: 4958.500977
	Iteration 54F: 3 clusters Score -2697586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Entering Unmasked Estep 
Score: -19022098.000000 Penalty: 2940.077637
	Iteration 0F: 2 clusters Score -1.90221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -18929840.000000 Penalty: 5880.155273
	Iteration 0F: 3 clusters Score -1.892984e+07 nChanged 67255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -18968482.000000 Penalty: 5880.155273
	Iteration 1F: 3 clusters Score -1.896848e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -18969434.000000 Penalty: 5880.155273
	Iteration 2Q: 3 clusters Score -1.896943e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -18970110.000000 Penalty: 5880.155273
	Iteration 3Q: 3 clusters Score -1.897011e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -18970910.000000 Penalty: 5880.155273
	Iteration 4Q: 3 clusters Score -1.897091e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -18972056.000000 Penalty: 5880.155273
	Iteration 5Q: 3 clusters Score -1.897206e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -18973228.000000 Penalty: 5880.155273
	Iteration 6Q: 3 clusters Score -1.897323e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -18974478.000000 Penalty: 5880.155273
	Iteration 7Q: 3 clusters Score -1.897448e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -18976134.000000 Penalty: 5880.155273
	Iteration 8Q: 3 clusters Score -1.897613e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -18978282.000000 Penalty: 5880.155273
	Iteration 9Q: 3 clusters Score -1.897828e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -18980754.000000 Penalty: 5880.155273
	Iteration 10Q: 3 clusters Score -1.898075e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -18983236.000000 Penalty: 5880.155273
	Iteration 11Q: 3 clusters Score -1.898324e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -18986228.000000 Penalty: 5880.155273
	Iteration 12Q: 3 clusters Score -1.898623e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -18989892.000000 Penalty: 5880.155273
	Iteration 13Q: 3 clusters Score -1.898989e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -18994044.000000 Penalty: 5880.155273
	Iteration 14F: 3 clusters Score -1.899404e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -18999006.000000 Penalty: 5880.155273
	Iteration 15F: 3 clusters Score -1.899901e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -19004210.000000 Penalty: 5880.155273
	Iteration 16F: 3 clusters Score -1.900421e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -19009006.000000 Penalty: 5880.155273
	Iteration 17Q: 3 clusters Score -1.900901e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -19012814.000000 Penalty: 5880.155273
	Iteration 18Q: 3 clusters Score -1.901281e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 5880.155273
	Iteration 19Q: 3 clusters Score -1.901538e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -19017076.000000 Penalty: 5880.155273
	Iteration 20F: 3 clusters Score -1.901708e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -19018170.000000 Penalty: 5880.155273
	Iteration 21Q: 3 clusters Score -1.901817e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -19018796.000000 Penalty: 5880.155273
	Iteration 22Q: 3 clusters Score -1.90188e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 138857 members 
Entering Unmasked Estep 
Score: -19019148.000000 Penalty: 5880.155273
	Iteration 23Q: 3 clusters Score -1.901915e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 139141 members 
Entering Unmasked Estep 
Score: -19019238.000000 Penalty: 5880.155273
	Iteration 24Q: 3 clusters Score -1.901924e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 139338 members 
Entering Unmasked Estep 
Score: -19019408.000000 Penalty: 5880.155273
	Iteration 25Q: 3 clusters Score -1.901941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 139469 members 
Entering Unmasked Estep 
Score: -19019506.000000 Penalty: 5880.155273
	Iteration 26Q: 3 clusters Score -1.901951e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -19019570.000000 Penalty: 5880.155273
	Iteration 27Q: 3 clusters Score -1.901957e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -19019588.000000 Penalty: 5880.155273
	Iteration 28Q: 3 clusters Score -1.901959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 139705 members 
Entering Unmasked Estep 
Score: -19019610.000000 Penalty: 5880.155273
	Iteration 29Q: 3 clusters Score -1.901961e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -19019650.000000 Penalty: 5880.155273
	Iteration 30Q: 3 clusters Score -1.901965e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -19019690.000000 Penalty: 5880.155273
	Iteration 31Q: 3 clusters Score -1.901969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -19019718.000000 Penalty: 5880.155273
	Iteration 32Q: 3 clusters Score -1.901972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -19019736.000000 Penalty: 5880.155273
	Iteration 33Q: 3 clusters Score -1.901974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -19019744.000000 Penalty: 5880.155273
	Iteration 34Q: 3 clusters Score -1.901974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -19019778.000000 Penalty: 5880.155273
	Iteration 35Q: 3 clusters Score -1.901978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -19019780.000000 Penalty: 5880.155273
	Iteration 36Q: 3 clusters Score -1.901978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 139884 members 
Entering Unmasked Estep 
Score: -19019808.000000 Penalty: 5880.155273
	Iteration 37Q: 3 clusters Score -1.901981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -19019802.000000 Penalty: 5880.155273
	Iteration 38Q: 3 clusters Score -1.90198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 139910 members 
Entering Unmasked Estep 
Score: -19019818.000000 Penalty: 5880.155273
	Iteration 39Q: 3 clusters Score -1.901982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 139918 members 
Entering Unmasked Estep 
Score: -19019808.000000 Penalty: 5880.155273
	Iteration 40F: 3 clusters Score -1.901981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -19019812.000000 Penalty: 5880.155273
	Iteration 41Q: 3 clusters Score -1.901981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -19019824.000000 Penalty: 5880.155273
	Iteration 42Q: 3 clusters Score -1.901982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -19019806.000000 Penalty: 5880.155273
	Iteration 43Q: 3 clusters Score -1.901981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 139935 members 
Entering Unmasked Estep 
Score: -19019820.000000 Penalty: 5880.155273
	Iteration 44Q: 3 clusters Score -1.901982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -19019812.000000 Penalty: 5880.155273
	Iteration 45Q: 3 clusters Score -1.901981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -19019820.000000 Penalty: 5880.155273
	Iteration 46Q: 3 clusters Score -1.901982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 139943 members 
Entering Unmasked Estep 
Score: -19019830.000000 Penalty: 5880.155273
	Iteration 47Q: 3 clusters Score -1.901983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 139943 members 
Entering Unmasked Estep 
Score: -19019830.000000 Penalty: 5880.155273
	Iteration 48F: 3 clusters Score -1.901983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Entering Unmasked Estep 
Score: -1442131.750000 Penalty: 2305.308838
	Iteration 0F: 2 clusters Score -1442132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1433827.000000 Penalty: 4610.617676
	Iteration 0F: 3 clusters Score -1433827 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1436277.875000 Penalty: 4610.617676
	Iteration 1F: 3 clusters Score -1436278 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1436578.750000 Penalty: 4610.617676
	Iteration 2F: 3 clusters Score -1436579 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1436828.250000 Penalty: 4610.617676
	Iteration 3F: 3 clusters Score -1436828 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1437076.500000 Penalty: 4610.617676
	Iteration 4Q: 3 clusters Score -1437076 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1437366.625000 Penalty: 4610.617676
	Iteration 5Q: 3 clusters Score -1437367 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1437699.250000 Penalty: 4610.617676
	Iteration 6F: 3 clusters Score -1437699 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1438118.125000 Penalty: 4610.617676
	Iteration 7F: 3 clusters Score -1438118 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1438552.000000 Penalty: 4610.617676
	Iteration 8F: 3 clusters Score -1438552 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1439024.750000 Penalty: 4610.617676
	Iteration 9F: 3 clusters Score -1439025 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1439388.625000 Penalty: 4610.617676
	Iteration 10Q: 3 clusters Score -1439389 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1439644.500000 Penalty: 4610.617676
	Iteration 11Q: 3 clusters Score -1439644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1439812.375000 Penalty: 4610.617676
	Iteration 12Q: 3 clusters Score -1439812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1439925.500000 Penalty: 4610.617676
	Iteration 13Q: 3 clusters Score -1439926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1439984.625000 Penalty: 4610.617676
	Iteration 14Q: 3 clusters Score -1439985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1440021.750000 Penalty: 4610.617676
	Iteration 15Q: 3 clusters Score -1440022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1440061.625000 Penalty: 4610.617676
	Iteration 16Q: 3 clusters Score -1440062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1440085.625000 Penalty: 4610.617676
	Iteration 17Q: 3 clusters Score -1440086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1440113.125000 Penalty: 4610.617676
	Iteration 18Q: 3 clusters Score -1440113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1440129.250000 Penalty: 4610.617676
	Iteration 19Q: 3 clusters Score -1440129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1440140.500000 Penalty: 4610.617676
	Iteration 20F: 3 clusters Score -1440140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1440144.500000 Penalty: 4610.617676
	Iteration 21Q: 3 clusters Score -1440144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1440151.500000 Penalty: 4610.617676
	Iteration 22Q: 3 clusters Score -1440152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1440156.625000 Penalty: 4610.617676
	Iteration 23Q: 3 clusters Score -1440157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1440161.500000 Penalty: 4610.617676
	Iteration 24Q: 3 clusters Score -1440162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1440163.375000 Penalty: 4610.617676
	Iteration 25Q: 3 clusters Score -1440163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1440164.500000 Penalty: 4610.617676
	Iteration 26Q: 3 clusters Score -1440164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1440165.500000 Penalty: 4610.617676
	Iteration 27Q: 3 clusters Score -1440166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1440166.625000 Penalty: 4610.617676
	Iteration 28Q: 3 clusters Score -1440167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1440166.625000 Penalty: 4610.617676
	Iteration 29F: 3 clusters Score -1440167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Entering Unmasked Estep 
Score: -3751118.750000 Penalty: 2543.951660
	Iteration 0F: 2 clusters Score -3751119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3731582.250000 Penalty: 5087.903320
	Iteration 0F: 3 clusters Score -3731582 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3738445.750000 Penalty: 5087.903320
	Iteration 1F: 3 clusters Score -3738446 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3739036.750000 Penalty: 5087.903320
	Iteration 2F: 3 clusters Score -3739037 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3739583.250000 Penalty: 5087.903320
	Iteration 3Q: 3 clusters Score -3739583 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3740118.250000 Penalty: 5087.903320
	Iteration 4Q: 3 clusters Score -3740118 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3740710.250000 Penalty: 5087.903320
	Iteration 5Q: 3 clusters Score -3740710 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3741285.500000 Penalty: 5087.903320
	Iteration 6Q: 3 clusters Score -3741286 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3741820.500000 Penalty: 5087.903320
	Iteration 7Q: 3 clusters Score -3741820 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3742370.750000 Penalty: 5087.903320
	Iteration 8Q: 3 clusters Score -3742371 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3742951.250000 Penalty: 5087.903320
	Iteration 9Q: 3 clusters Score -3742951 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3743476.000000 Penalty: 5087.903320
	Iteration 10Q: 3 clusters Score -3743476 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3743993.000000 Penalty: 5087.903320
	Iteration 11Q: 3 clusters Score -3743993 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3744505.500000 Penalty: 5087.903320
	Iteration 12Q: 3 clusters Score -3744506 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3744992.000000 Penalty: 5087.903320
	Iteration 13Q: 3 clusters Score -3744992 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3745503.500000 Penalty: 5087.903320
	Iteration 14Q: 3 clusters Score -3745504 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3746043.250000 Penalty: 5087.903320
	Iteration 15Q: 3 clusters Score -3746043 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3746649.750000 Penalty: 5087.903320
	Iteration 16Q: 3 clusters Score -3746650 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3747329.750000 Penalty: 5087.903320
	Iteration 17Q: 3 clusters Score -3747330 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3748137.250000 Penalty: 5087.903320
	Iteration 18Q: 3 clusters Score -3748137 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3748594.750000 Penalty: 5087.903320
	Iteration 19Q: 3 clusters Score -3748595 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3748849.000000 Penalty: 5087.903320
	Iteration 20F: 3 clusters Score -3748849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3749014.500000 Penalty: 5087.903320
	Iteration 21Q: 3 clusters Score -3749014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3749145.250000 Penalty: 5087.903320
	Iteration 22Q: 3 clusters Score -3749145 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3749245.750000 Penalty: 5087.903320
	Iteration 23Q: 3 clusters Score -3749246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3749316.000000 Penalty: 5087.903320
	Iteration 24Q: 3 clusters Score -3749316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3749373.000000 Penalty: 5087.903320
	Iteration 25Q: 3 clusters Score -3749373 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3749428.000000 Penalty: 5087.903320
	Iteration 26Q: 3 clusters Score -3749428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3749463.750000 Penalty: 5087.903320
	Iteration 27Q: 3 clusters Score -3749464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3749483.750000 Penalty: 5087.903320
	Iteration 28Q: 3 clusters Score -3749484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3749510.000000 Penalty: 5087.903320
	Iteration 29Q: 3 clusters Score -3749510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3749522.250000 Penalty: 5087.903320
	Iteration 30Q: 3 clusters Score -3749522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3749525.750000 Penalty: 5087.903320
	Iteration 31Q: 3 clusters Score -3749526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3749541.000000 Penalty: 5087.903320
	Iteration 32Q: 3 clusters Score -3749541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3749556.000000 Penalty: 5087.903320
	Iteration 33Q: 3 clusters Score -3749556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3749563.250000 Penalty: 5087.903320
	Iteration 34Q: 3 clusters Score -3749563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3749584.500000 Penalty: 5087.903320
	Iteration 35Q: 3 clusters Score -3749584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3749586.000000 Penalty: 5087.903320
	Iteration 36Q: 3 clusters Score -3749586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3749589.000000 Penalty: 5087.903320
	Iteration 37Q: 3 clusters Score -3749589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3749587.750000 Penalty: 5087.903320
	Iteration 38Q: 3 clusters Score -3749588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3749591.500000 Penalty: 5087.903320
	Iteration 39Q: 3 clusters Score -3749592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3749594.000000 Penalty: 5087.903320
	Iteration 40F: 3 clusters Score -3749594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3749590.750000 Penalty: 5087.903320
	Iteration 41Q: 3 clusters Score -3749591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3749597.750000 Penalty: 5087.903320
	Iteration 42Q: 3 clusters Score -3749598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3749599.500000 Penalty: 5087.903320
	Iteration 43Q: 3 clusters Score -3749600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3749600.750000 Penalty: 5087.903320
	Iteration 44Q: 3 clusters Score -3749601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3749600.750000 Penalty: 5087.903320
	Iteration 45F: 3 clusters Score -3749601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (119761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Entering Unmasked Estep 
Score: -16017836.000000 Penalty: 2899.926758
	Iteration 0F: 2 clusters Score -1.601784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -15938475.000000 Penalty: 5799.853516
	Iteration 0F: 3 clusters Score -1.593848e+07 nChanged 56819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -15970995.000000 Penalty: 5799.853516
	Iteration 1F: 3 clusters Score -1.5971e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -15971672.000000 Penalty: 5799.853516
	Iteration 2Q: 3 clusters Score -1.597167e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -15972536.000000 Penalty: 5799.853516
	Iteration 3Q: 3 clusters Score -1.597254e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -15973572.000000 Penalty: 5799.853516
	Iteration 4Q: 3 clusters Score -1.597357e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -15975069.000000 Penalty: 5799.853516
	Iteration 5Q: 3 clusters Score -1.597507e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -15977407.000000 Penalty: 5799.853516
	Iteration 6Q: 3 clusters Score -1.597741e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -15981296.000000 Penalty: 5799.853516
	Iteration 7Q: 3 clusters Score -1.59813e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -15986539.000000 Penalty: 5799.853516
	Iteration 8F: 3 clusters Score -1.598654e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -15992649.000000 Penalty: 5799.853516
	Iteration 9F: 3 clusters Score -1.599265e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -15998333.000000 Penalty: 5799.853516
	Iteration 10F: 3 clusters Score -1.599833e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -16002836.000000 Penalty: 5799.853516
	Iteration 11Q: 3 clusters Score -1.600284e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -16006363.000000 Penalty: 5799.853516
	Iteration 12Q: 3 clusters Score -1.600636e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -16008891.000000 Penalty: 5799.853516
	Iteration 13Q: 3 clusters Score -1.600889e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -16010722.000000 Penalty: 5799.853516
	Iteration 14Q: 3 clusters Score -1.601072e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -16012227.000000 Penalty: 5799.853516
	Iteration 15Q: 3 clusters Score -1.601223e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -16013324.000000 Penalty: 5799.853516
	Iteration 16Q: 3 clusters Score -1.601332e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16014010.000000 Penalty: 5799.853516
	Iteration 17Q: 3 clusters Score -1.601401e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -16014530.000000 Penalty: 5799.853516
	Iteration 18Q: 3 clusters Score -1.601453e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16014827.000000 Penalty: 5799.853516
	Iteration 19Q: 3 clusters Score -1.601483e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -16015024.000000 Penalty: 5799.853516
	Iteration 20F: 3 clusters Score -1.601502e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16015146.000000 Penalty: 5799.853516
	Iteration 21Q: 3 clusters Score -1.601515e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16015233.000000 Penalty: 5799.853516
	Iteration 22Q: 3 clusters Score -1.601523e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16015243.000000 Penalty: 5799.853516
	Iteration 23Q: 3 clusters Score -1.601524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16015297.000000 Penalty: 5799.853516
	Iteration 24Q: 3 clusters Score -1.60153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16015351.000000 Penalty: 5799.853516
	Iteration 25Q: 3 clusters Score -1.601535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16015359.000000 Penalty: 5799.853516
	Iteration 26Q: 3 clusters Score -1.601536e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16015409.000000 Penalty: 5799.853516
	Iteration 27Q: 3 clusters Score -1.601541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16015433.000000 Penalty: 5799.853516
	Iteration 28Q: 3 clusters Score -1.601543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16015432.000000 Penalty: 5799.853516
	Iteration 29Q: 3 clusters Score -1.601543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16015439.000000 Penalty: 5799.853516
	Iteration 30Q: 3 clusters Score -1.601544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16015449.000000 Penalty: 5799.853516
	Iteration 31Q: 3 clusters Score -1.601545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16015448.000000 Penalty: 5799.853516
	Iteration 32Q: 3 clusters Score -1.601545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16015457.000000 Penalty: 5799.853516
	Iteration 33Q: 3 clusters Score -1.601546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16015465.000000 Penalty: 5799.853516
	Iteration 34Q: 3 clusters Score -1.601546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16015479.000000 Penalty: 5799.853516
	Iteration 35Q: 3 clusters Score -1.601548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16015484.000000 Penalty: 5799.853516
	Iteration 36Q: 3 clusters Score -1.601548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16015470.000000 Penalty: 5799.853516
	Iteration 37Q: 3 clusters Score -1.601547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16015483.000000 Penalty: 5799.853516
	Iteration 38Q: 3 clusters Score -1.601548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16015489.000000 Penalty: 5799.853516
	Iteration 39Q: 3 clusters Score -1.601549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16015492.000000 Penalty: 5799.853516
	Iteration 40F: 3 clusters Score -1.601549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16015495.000000 Penalty: 5799.853516
	Iteration 41Q: 3 clusters Score -1.60155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -16015492.000000 Penalty: 5799.853516
	Iteration 42Q: 3 clusters Score -1.601549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16015503.000000 Penalty: 5799.853516
	Iteration 43Q: 3 clusters Score -1.60155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16015503.000000 Penalty: 5799.853516
	Iteration 44Q: 3 clusters Score -1.60155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16015500.000000 Penalty: 5799.853516
	Iteration 45Q: 3 clusters Score -1.60155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16015495.000000 Penalty: 5799.853516
	Iteration 46Q: 3 clusters Score -1.60155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16015495.000000 Penalty: 5799.853516
	Iteration 47Q: 3 clusters Score -1.60155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16015495.000000 Penalty: 5799.853516
	Iteration 48F: 3 clusters Score -1.60155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159642.828125 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159642.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160152.781250 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160152.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -160546.265625 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160546.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161052.515625 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -161052.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161693.171875 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -161693.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162251.796875 Penalty: 3551.008789
	Iteration 5F: 3 clusters Score -162251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162384.562500 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -162384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162403.234375 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -162403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162420.078125 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -162420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162420.765625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -162420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162421.890625 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -162421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162421.890625 Penalty: 3551.008789
	Iteration 11F: 3 clusters Score -162421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 230095 members 
Mstep: Class 7 contains 66793 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 100323 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 140808 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28506 members 
Mstep: Class 14 contains 119761 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132457 members 
Mstep: Class 26 contains 71861 members 
Mstep: Class 27 contains 17273 members 
Mstep: Class 28 contains 21765 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 9305 members 
Mstep: Class 31 contains 18406 members 
Mstep: Class 32 contains 79026 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 861 members 
Entering Unmasked Estep 
Score: -181123424.000000 Penalty: 119358.375000
Splitting cluster 15 changes total score from -181124736.000000 to -181123424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -591283.500000 Penalty: 2087.837158
	Iteration 0F: 2 clusters Score -591283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -587028.000000 Penalty: 4175.674316
	Iteration 0F: 3 clusters Score -587028 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -588000.500000 Penalty: 4175.674316
	Iteration 1F: 3 clusters Score -588000.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -588239.000000 Penalty: 4175.674316
	Iteration 2F: 3 clusters Score -588239 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -588378.562500 Penalty: 4175.674316
	Iteration 3F: 3 clusters Score -588378.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -588455.062500 Penalty: 4175.674316
	Iteration 4Q: 3 clusters Score -588455.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -588505.687500 Penalty: 4175.674316
	Iteration 5Q: 3 clusters Score -588505.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -588539.812500 Penalty: 4175.674316
	Iteration 6Q: 3 clusters Score -588539.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -588574.000000 Penalty: 4175.674316
	Iteration 7Q: 3 clusters Score -588574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -588597.437500 Penalty: 4175.674316
	Iteration 8Q: 3 clusters Score -588597.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -588622.625000 Penalty: 4175.674316
	Iteration 9Q: 3 clusters Score -588622.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -588645.375000 Penalty: 4175.674316
	Iteration 10Q: 3 clusters Score -588645.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -588667.125000 Penalty: 4175.674316
	Iteration 11Q: 3 clusters Score -588667.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -588686.562500 Penalty: 4175.674316
	Iteration 12Q: 3 clusters Score -588686.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -588703.875000 Penalty: 4175.674316
	Iteration 13Q: 3 clusters Score -588703.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -588723.125000 Penalty: 4175.674316
	Iteration 14Q: 3 clusters Score -588723.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -588742.437500 Penalty: 4175.674316
	Iteration 15Q: 3 clusters Score -588742.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -588761.437500 Penalty: 4175.674316
	Iteration 16Q: 3 clusters Score -588761.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -588784.187500 Penalty: 4175.674316
	Iteration 17Q: 3 clusters Score -588784.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -588810.750000 Penalty: 4175.674316
	Iteration 18Q: 3 clusters Score -588810.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -588827.687500 Penalty: 4175.674316
	Iteration 19Q: 3 clusters Score -588827.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -588842.875000 Penalty: 4175.674316
	Iteration 20F: 3 clusters Score -588842.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -588858.812500 Penalty: 4175.674316
	Iteration 21Q: 3 clusters Score -588858.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -588875.500000 Penalty: 4175.674316
	Iteration 22Q: 3 clusters Score -588875.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -588886.937500 Penalty: 4175.674316
	Iteration 23Q: 3 clusters Score -588886.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -588902.812500 Penalty: 4175.674316
	Iteration 24Q: 3 clusters Score -588902.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -588919.625000 Penalty: 4175.674316
	Iteration 25Q: 3 clusters Score -588919.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -588935.562500 Penalty: 4175.674316
	Iteration 26Q: 3 clusters Score -588935.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -588957.125000 Penalty: 4175.674316
	Iteration 27Q: 3 clusters Score -588957.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -588983.250000 Penalty: 4175.674316
	Iteration 28Q: 3 clusters Score -588983.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -589006.625000 Penalty: 4175.674316
	Iteration 29Q: 3 clusters Score -589006.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -589027.312500 Penalty: 4175.674316
	Iteration 30Q: 3 clusters Score -589027.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -589043.687500 Penalty: 4175.674316
	Iteration 31Q: 3 clusters Score -589043.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -589054.500000 Penalty: 4175.674316
	Iteration 32Q: 3 clusters Score -589054.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -589061.937500 Penalty: 4175.674316
	Iteration 33Q: 3 clusters Score -589061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -589069.250000 Penalty: 4175.674316
	Iteration 34Q: 3 clusters Score -589069.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -589077.500000 Penalty: 4175.674316
	Iteration 35Q: 3 clusters Score -589077.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -589088.562500 Penalty: 4175.674316
	Iteration 36Q: 3 clusters Score -589088.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -589095.125000 Penalty: 4175.674316
	Iteration 37Q: 3 clusters Score -589095.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -589101.750000 Penalty: 4175.674316
	Iteration 38Q: 3 clusters Score -589101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -589106.375000 Penalty: 4175.674316
	Iteration 39Q: 3 clusters Score -589106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -589107.187500 Penalty: 4175.674316
	Iteration 40F: 3 clusters Score -589107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -589111.000000 Penalty: 4175.674316
	Iteration 41Q: 3 clusters Score -589111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -589112.437500 Penalty: 4175.674316
	Iteration 42Q: 3 clusters Score -589112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -589115.937500 Penalty: 4175.674316
	Iteration 43Q: 3 clusters Score -589115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -589117.687500 Penalty: 4175.674316
	Iteration 44Q: 3 clusters Score -589117.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -589119.875000 Penalty: 4175.674316
	Iteration 45Q: 3 clusters Score -589119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -589120.062500 Penalty: 4175.674316
	Iteration 46Q: 3 clusters Score -589120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -589119.500000 Penalty: 4175.674316
	Iteration 47Q: 3 clusters Score -589119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -589120.062500 Penalty: 4175.674316
	Iteration 48Q: 3 clusters Score -589120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -589120.250000 Penalty: 4175.674316
	Iteration 49Q: 3 clusters Score -589120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -589121.562500 Penalty: 4175.674316
	Iteration 50Q: 3 clusters Score -589121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -589122.562500 Penalty: 4175.674316
	Iteration 51Q: 3 clusters Score -589122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -589122.500000 Penalty: 4175.674316
	Iteration 52Q: 3 clusters Score -589122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -589124.687500 Penalty: 4175.674316
	Iteration 53Q: 3 clusters Score -589124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -589126.750000 Penalty: 4175.674316
	Iteration 54Q: 3 clusters Score -589126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -589128.312500 Penalty: 4175.674316
	Iteration 55Q: 3 clusters Score -589128.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -589133.750000 Penalty: 4175.674316
	Iteration 56Q: 3 clusters Score -589133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -589136.500000 Penalty: 4175.674316
	Iteration 57Q: 3 clusters Score -589136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -589139.500000 Penalty: 4175.674316
	Iteration 58Q: 3 clusters Score -589139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -589141.250000 Penalty: 4175.674316
	Iteration 59Q: 3 clusters Score -589141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -589143.000000 Penalty: 4175.674316
	Iteration 60F: 3 clusters Score -589143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -589145.062500 Penalty: 4175.674316
	Iteration 61Q: 3 clusters Score -589145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -589149.687500 Penalty: 4175.674316
	Iteration 62Q: 3 clusters Score -589149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -589152.625000 Penalty: 4175.674316
	Iteration 63Q: 3 clusters Score -589152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -589155.312500 Penalty: 4175.674316
	Iteration 64Q: 3 clusters Score -589155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -589154.937500 Penalty: 4175.674316
	Iteration 65Q: 3 clusters Score -589154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -589155.062500 Penalty: 4175.674316
	Iteration 66Q: 3 clusters Score -589155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -589155.500000 Penalty: 4175.674316
	Iteration 67Q: 3 clusters Score -589155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -589158.312500 Penalty: 4175.674316
	Iteration 68Q: 3 clusters Score -589158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -589159.062500 Penalty: 4175.674316
	Iteration 69Q: 3 clusters Score -589159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -589161.875000 Penalty: 4175.674316
	Iteration 70Q: 3 clusters Score -589161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -589165.812500 Penalty: 4175.674316
	Iteration 71Q: 3 clusters Score -589165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -589166.000000 Penalty: 4175.674316
	Iteration 72Q: 3 clusters Score -589166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -589167.500000 Penalty: 4175.674316
	Iteration 73Q: 3 clusters Score -589167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -589168.437500 Penalty: 4175.674316
	Iteration 74Q: 3 clusters Score -589168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -589168.812500 Penalty: 4175.674316
	Iteration 75Q: 3 clusters Score -589168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -589171.187500 Penalty: 4175.674316
	Iteration 76Q: 3 clusters Score -589171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -589174.437500 Penalty: 4175.674316
	Iteration 77Q: 3 clusters Score -589174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -589173.625000 Penalty: 4175.674316
	Iteration 78Q: 3 clusters Score -589173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -589174.750000 Penalty: 4175.674316
	Iteration 79Q: 3 clusters Score -589174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -589176.250000 Penalty: 4175.674316
	Iteration 80F: 3 clusters Score -589176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -589176.625000 Penalty: 4175.674316
	Iteration 81Q: 3 clusters Score -589176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -589177.750000 Penalty: 4175.674316
	Iteration 82Q: 3 clusters Score -589177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -589177.500000 Penalty: 4175.674316
	Iteration 83Q: 3 clusters Score -589177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -589177.125000 Penalty: 4175.674316
	Iteration 84Q: 3 clusters Score -589177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -589177.125000 Penalty: 4175.674316
	Iteration 85F: 3 clusters Score -589177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -562189.187500 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -562189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -558015.625000 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -558015.6 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -558992.937500 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -558992.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -559184.812500 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -559184.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559321.000000 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -559321 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -559439.625000 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -559439.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -559541.375000 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -559541.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -559601.250000 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -559601.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -559640.687500 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -559640.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -559690.250000 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -559690.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -559741.625000 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -559741.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -559801.750000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -559801.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -559865.625000 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -559865.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -559926.937500 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -559926.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -559972.500000 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -559972.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -560014.812500 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -560014.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -560058.312500 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -560058.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -560099.437500 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -560099.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -560137.187500 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -560137.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -560169.375000 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -560169.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -560204.687500 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -560204.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -560234.187500 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -560234.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -560269.437500 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -560269.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -560302.500000 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -560302.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -560345.000000 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -560345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -560383.250000 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -560383.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -560414.375000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -560414.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -560438.500000 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -560438.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -560459.250000 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -560459.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -560477.250000 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -560477.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -560489.687500 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -560489.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -560501.687500 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -560501.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -560510.812500 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -560510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -560517.687500 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -560517.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -560525.312500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -560525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -560530.937500 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -560530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -560534.250000 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -560534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -560537.500000 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -560537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -560538.625000 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -560538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -560541.562500 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -560541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -560542.812500 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -560542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -560544.687500 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -560544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -560546.750000 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -560546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -560547.062500 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -560547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -560546.437500 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -560546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -560548.187500 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -560548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -560550.000000 Penalty: 4167.506836
	Iteration 45Q: 3 clusters Score -560550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -560550.812500 Penalty: 4167.506836
	Iteration 46Q: 3 clusters Score -560550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -560554.250000 Penalty: 4167.506836
	Iteration 47Q: 3 clusters Score -560554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -560559.062500 Penalty: 4167.506836
	Iteration 48Q: 3 clusters Score -560559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -560559.125000 Penalty: 4167.506836
	Iteration 49Q: 3 clusters Score -560559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -560559.625000 Penalty: 4167.506836
	Iteration 50Q: 3 clusters Score -560559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -560561.750000 Penalty: 4167.506836
	Iteration 51Q: 3 clusters Score -560561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -560565.062500 Penalty: 4167.506836
	Iteration 52Q: 3 clusters Score -560565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -560566.125000 Penalty: 4167.506836
	Iteration 53Q: 3 clusters Score -560566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -560568.562500 Penalty: 4167.506836
	Iteration 54Q: 3 clusters Score -560568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -560570.312500 Penalty: 4167.506836
	Iteration 55Q: 3 clusters Score -560570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -560571.687500 Penalty: 4167.506836
	Iteration 56Q: 3 clusters Score -560571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -560571.687500 Penalty: 4167.506836
	Iteration 57F: 3 clusters Score -560571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Entering Unmasked Estep 
Score: -975932.875000 Penalty: 2209.222168
	Iteration 0F: 2 clusters Score -975932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -969892.500000 Penalty: 4418.444336
	Iteration 0F: 3 clusters Score -969892.5 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -971426.312500 Penalty: 4418.444336
	Iteration 1F: 3 clusters Score -971426.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -971665.312500 Penalty: 4418.444336
	Iteration 2F: 3 clusters Score -971665.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -971814.062500 Penalty: 4418.444336
	Iteration 3Q: 3 clusters Score -971814.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -971920.937500 Penalty: 4418.444336
	Iteration 4Q: 3 clusters Score -971920.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -971987.812500 Penalty: 4418.444336
	Iteration 5Q: 3 clusters Score -971987.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -972038.875000 Penalty: 4418.444336
	Iteration 6Q: 3 clusters Score -972038.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -972081.437500 Penalty: 4418.444336
	Iteration 7Q: 3 clusters Score -972081.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -972114.312500 Penalty: 4418.444336
	Iteration 8Q: 3 clusters Score -972114.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -972137.250000 Penalty: 4418.444336
	Iteration 9Q: 3 clusters Score -972137.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -972156.375000 Penalty: 4418.444336
	Iteration 10Q: 3 clusters Score -972156.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -972171.750000 Penalty: 4418.444336
	Iteration 11Q: 3 clusters Score -972171.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -972185.687500 Penalty: 4418.444336
	Iteration 12Q: 3 clusters Score -972185.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -972197.500000 Penalty: 4418.444336
	Iteration 13Q: 3 clusters Score -972197.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -972207.937500 Penalty: 4418.444336
	Iteration 14Q: 3 clusters Score -972207.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -972224.812500 Penalty: 4418.444336
	Iteration 15Q: 3 clusters Score -972224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -972240.312500 Penalty: 4418.444336
	Iteration 16Q: 3 clusters Score -972240.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -972266.375000 Penalty: 4418.444336
	Iteration 17Q: 3 clusters Score -972266.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -972292.937500 Penalty: 4418.444336
	Iteration 18Q: 3 clusters Score -972292.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -972323.437500 Penalty: 4418.444336
	Iteration 19Q: 3 clusters Score -972323.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -972362.687500 Penalty: 4418.444336
	Iteration 20F: 3 clusters Score -972362.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -972419.375000 Penalty: 4418.444336
	Iteration 21Q: 3 clusters Score -972419.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -972489.750000 Penalty: 4418.444336
	Iteration 22Q: 3 clusters Score -972489.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -972590.125000 Penalty: 4418.444336
	Iteration 23Q: 3 clusters Score -972590.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -972725.000000 Penalty: 4418.444336
	Iteration 24Q: 3 clusters Score -972725 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -972902.937500 Penalty: 4418.444336
	Iteration 25Q: 3 clusters Score -972902.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -973095.000000 Penalty: 4418.444336
	Iteration 26Q: 3 clusters Score -973095 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -973305.000000 Penalty: 4418.444336
	Iteration 27Q: 3 clusters Score -973305 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -973495.937500 Penalty: 4418.444336
	Iteration 28Q: 3 clusters Score -973495.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -973658.500000 Penalty: 4418.444336
	Iteration 29Q: 3 clusters Score -973658.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -973775.312500 Penalty: 4418.444336
	Iteration 30Q: 3 clusters Score -973775.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -973868.625000 Penalty: 4418.444336
	Iteration 31Q: 3 clusters Score -973868.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -973931.375000 Penalty: 4418.444336
	Iteration 32Q: 3 clusters Score -973931.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -973969.687500 Penalty: 4418.444336
	Iteration 33Q: 3 clusters Score -973969.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -973990.937500 Penalty: 4418.444336
	Iteration 34Q: 3 clusters Score -973990.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -974009.437500 Penalty: 4418.444336
	Iteration 35Q: 3 clusters Score -974009.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -974019.562500 Penalty: 4418.444336
	Iteration 36Q: 3 clusters Score -974019.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -974030.812500 Penalty: 4418.444336
	Iteration 37Q: 3 clusters Score -974030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -974032.937500 Penalty: 4418.444336
	Iteration 38Q: 3 clusters Score -974032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -974036.562500 Penalty: 4418.444336
	Iteration 39Q: 3 clusters Score -974036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -974039.687500 Penalty: 4418.444336
	Iteration 40F: 3 clusters Score -974039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -974039.625000 Penalty: 4418.444336
	Iteration 41Q: 3 clusters Score -974039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -974040.625000 Penalty: 4418.444336
	Iteration 42Q: 3 clusters Score -974040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -974041.375000 Penalty: 4418.444336
	Iteration 43Q: 3 clusters Score -974041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -974042.062500 Penalty: 4418.444336
	Iteration 44Q: 3 clusters Score -974042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -974041.250000 Penalty: 4418.444336
	Iteration 45Q: 3 clusters Score -974041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -974042.125000 Penalty: 4418.444336
	Iteration 46Q: 3 clusters Score -974042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -974043.000000 Penalty: 4418.444336
	Iteration 47Q: 3 clusters Score -974043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -974045.875000 Penalty: 4418.444336
	Iteration 48Q: 3 clusters Score -974045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -974048.000000 Penalty: 4418.444336
	Iteration 49Q: 3 clusters Score -974048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -974047.625000 Penalty: 4418.444336
	Iteration 50Q: 3 clusters Score -974047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -974050.500000 Penalty: 4418.444336
	Iteration 51Q: 3 clusters Score -974050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -974049.687500 Penalty: 4418.444336
	Iteration 52Q: 3 clusters Score -974049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -974050.437500 Penalty: 4418.444336
	Iteration 53Q: 3 clusters Score -974050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -974050.375000 Penalty: 4418.444336
	Iteration 54Q: 3 clusters Score -974050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -974049.062500 Penalty: 4418.444336
	Iteration 55Q: 3 clusters Score -974049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -974052.687500 Penalty: 4418.444336
	Iteration 56Q: 3 clusters Score -974052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -974052.687500 Penalty: 4418.444336
	Iteration 57F: 3 clusters Score -974052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1263050.375000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1263050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1255455.125000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1255455 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1257672.000000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1257672 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1258031.125000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1258031 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1258306.500000 Penalty: 4555.669434
	Iteration 3F: 3 clusters Score -1258306 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1258528.000000 Penalty: 4555.669434
	Iteration 4Q: 3 clusters Score -1258528 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1258751.125000 Penalty: 4555.669434
	Iteration 5Q: 3 clusters Score -1258751 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1258992.000000 Penalty: 4555.669434
	Iteration 6Q: 3 clusters Score -1258992 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1259229.500000 Penalty: 4555.669434
	Iteration 7Q: 3 clusters Score -1259230 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1259514.375000 Penalty: 4555.669434
	Iteration 8Q: 3 clusters Score -1259514 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1259843.750000 Penalty: 4555.669434
	Iteration 9Q: 3 clusters Score -1259844 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1260170.375000 Penalty: 4555.669434
	Iteration 10Q: 3 clusters Score -1260170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1260404.750000 Penalty: 4555.669434
	Iteration 11Q: 3 clusters Score -1260405 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1260597.125000 Penalty: 4555.669434
	Iteration 12Q: 3 clusters Score -1260597 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1260739.375000 Penalty: 4555.669434
	Iteration 13Q: 3 clusters Score -1260739 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1260866.125000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1260866 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1260983.750000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1260984 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1261073.500000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1261074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1261166.875000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1261167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1261230.125000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1261230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1261282.750000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1261283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1261333.250000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1261333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1261379.250000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1261379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1261419.500000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1261420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1261451.000000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1261451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1261496.875000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1261497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1261539.875000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1261540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1261579.375000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1261579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1261628.625000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1261629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1261685.125000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1261685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1261740.125000 Penalty: 4555.669434
	Iteration 29Q: 3 clusters Score -1261740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1261770.000000 Penalty: 4555.669434
	Iteration 30Q: 3 clusters Score -1261770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1261803.375000 Penalty: 4555.669434
	Iteration 31Q: 3 clusters Score -1261803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1261831.500000 Penalty: 4555.669434
	Iteration 32Q: 3 clusters Score -1261832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1261846.375000 Penalty: 4555.669434
	Iteration 33Q: 3 clusters Score -1261846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1261859.500000 Penalty: 4555.669434
	Iteration 34Q: 3 clusters Score -1261860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1261878.625000 Penalty: 4555.669434
	Iteration 35Q: 3 clusters Score -1261879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1261886.250000 Penalty: 4555.669434
	Iteration 36Q: 3 clusters Score -1261886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1261898.375000 Penalty: 4555.669434
	Iteration 37Q: 3 clusters Score -1261898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1261908.125000 Penalty: 4555.669434
	Iteration 38Q: 3 clusters Score -1261908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1261930.500000 Penalty: 4555.669434
	Iteration 39Q: 3 clusters Score -1261930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1261939.750000 Penalty: 4555.669434
	Iteration 40F: 3 clusters Score -1261940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1261954.250000 Penalty: 4555.669434
	Iteration 41Q: 3 clusters Score -1261954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1261960.500000 Penalty: 4555.669434
	Iteration 42Q: 3 clusters Score -1261960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1261962.875000 Penalty: 4555.669434
	Iteration 43Q: 3 clusters Score -1261963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1261965.500000 Penalty: 4555.669434
	Iteration 44Q: 3 clusters Score -1261966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1261968.875000 Penalty: 4555.669434
	Iteration 45Q: 3 clusters Score -1261969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1261969.875000 Penalty: 4555.669434
	Iteration 46Q: 3 clusters Score -1261970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1261968.750000 Penalty: 4555.669434
	Iteration 47Q: 3 clusters Score -1261969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1261969.000000 Penalty: 4555.669434
	Iteration 48Q: 3 clusters Score -1261969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1261969.000000 Penalty: 4555.669434
	Iteration 49F: 3 clusters Score -1261969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Entering Unmasked Estep 
Score: -12803465.000000 Penalty: 2845.290771
	Iteration 0F: 2 clusters Score -1.280346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -12739738.000000 Penalty: 5690.581543
	Iteration 0F: 3 clusters Score -1.273974e+07 nChanged 44972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -12765671.000000 Penalty: 5690.581543
	Iteration 1F: 3 clusters Score -1.276567e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -12766935.000000 Penalty: 5690.581543
	Iteration 2Q: 3 clusters Score -1.276694e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -12769040.000000 Penalty: 5690.581543
	Iteration 3Q: 3 clusters Score -1.276904e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -12772261.000000 Penalty: 5690.581543
	Iteration 4F: 3 clusters Score -1.277226e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -12777231.000000 Penalty: 5690.581543
	Iteration 5F: 3 clusters Score -1.277723e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -12783149.000000 Penalty: 5690.581543
	Iteration 6F: 3 clusters Score -1.278315e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -12789251.000000 Penalty: 5690.581543
	Iteration 7F: 3 clusters Score -1.278925e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -12794089.000000 Penalty: 5690.581543
	Iteration 8F: 3 clusters Score -1.279409e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -12797082.000000 Penalty: 5690.581543
	Iteration 9Q: 3 clusters Score -1.279708e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -12798798.000000 Penalty: 5690.581543
	Iteration 10Q: 3 clusters Score -1.27988e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -12799746.000000 Penalty: 5690.581543
	Iteration 11Q: 3 clusters Score -1.279975e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -12800231.000000 Penalty: 5690.581543
	Iteration 12Q: 3 clusters Score -1.280023e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 94401 members 
Entering Unmasked Estep 
Score: -12800492.000000 Penalty: 5690.581543
	Iteration 13Q: 3 clusters Score -1.280049e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -12800690.000000 Penalty: 5690.581543
	Iteration 14Q: 3 clusters Score -1.280069e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -12800868.000000 Penalty: 5690.581543
	Iteration 15Q: 3 clusters Score -1.280087e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -12800937.000000 Penalty: 5690.581543
	Iteration 16Q: 3 clusters Score -1.280094e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -12801056.000000 Penalty: 5690.581543
	Iteration 17Q: 3 clusters Score -1.280106e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -12801114.000000 Penalty: 5690.581543
	Iteration 18Q: 3 clusters Score -1.280111e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -12801138.000000 Penalty: 5690.581543
	Iteration 19Q: 3 clusters Score -1.280114e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -12801185.000000 Penalty: 5690.581543
	Iteration 20F: 3 clusters Score -1.280118e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -12801215.000000 Penalty: 5690.581543
	Iteration 21Q: 3 clusters Score -1.280122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -12801261.000000 Penalty: 5690.581543
	Iteration 22Q: 3 clusters Score -1.280126e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -12801311.000000 Penalty: 5690.581543
	Iteration 23Q: 3 clusters Score -1.280131e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -12801369.000000 Penalty: 5690.581543
	Iteration 24Q: 3 clusters Score -1.280137e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -12801385.000000 Penalty: 5690.581543
	Iteration 25Q: 3 clusters Score -1.280138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12801416.000000 Penalty: 5690.581543
	Iteration 26Q: 3 clusters Score -1.280142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -12801440.000000 Penalty: 5690.581543
	Iteration 27Q: 3 clusters Score -1.280144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -12801457.000000 Penalty: 5690.581543
	Iteration 28Q: 3 clusters Score -1.280146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 94832 members 
Entering Unmasked Estep 
Score: -12801459.000000 Penalty: 5690.581543
	Iteration 29Q: 3 clusters Score -1.280146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -12801457.000000 Penalty: 5690.581543
	Iteration 30Q: 3 clusters Score -1.280146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -12801467.000000 Penalty: 5690.581543
	Iteration 31Q: 3 clusters Score -1.280147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -12801475.000000 Penalty: 5690.581543
	Iteration 32Q: 3 clusters Score -1.280148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -12801475.000000 Penalty: 5690.581543
	Iteration 33Q: 3 clusters Score -1.280148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -12801474.000000 Penalty: 5690.581543
	Iteration 34Q: 3 clusters Score -1.280147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -12801481.000000 Penalty: 5690.581543
	Iteration 35Q: 3 clusters Score -1.280148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12801478.000000 Penalty: 5690.581543
	Iteration 36Q: 3 clusters Score -1.280148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -12801489.000000 Penalty: 5690.581543
	Iteration 37Q: 3 clusters Score -1.280149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -12801496.000000 Penalty: 5690.581543
	Iteration 38Q: 3 clusters Score -1.28015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -12801502.000000 Penalty: 5690.581543
	Iteration 39Q: 3 clusters Score -1.28015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -12801487.000000 Penalty: 5690.581543
	Iteration 40F: 3 clusters Score -1.280149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -12801499.000000 Penalty: 5690.581543
	Iteration 41Q: 3 clusters Score -1.28015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -12801496.000000 Penalty: 5690.581543
	Iteration 42Q: 3 clusters Score -1.28015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -12801508.000000 Penalty: 5690.581543
	Iteration 43Q: 3 clusters Score -1.280151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -12801508.000000 Penalty: 5690.581543
	Iteration 44F: 3 clusters Score -1.280151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Entering Unmasked Estep 
Score: -2039121.625000 Penalty: 2395.335205
	Iteration 0F: 2 clusters Score -2039122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2027969.875000 Penalty: 4790.670410
	Iteration 0F: 3 clusters Score -2027970 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2031577.125000 Penalty: 4790.670410
	Iteration 1F: 3 clusters Score -2031577 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2032014.500000 Penalty: 4790.670410
	Iteration 2F: 3 clusters Score -2032014 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2032350.500000 Penalty: 4790.670410
	Iteration 3F: 3 clusters Score -2032350 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2032644.375000 Penalty: 4790.670410
	Iteration 4Q: 3 clusters Score -2032644 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2032954.125000 Penalty: 4790.670410
	Iteration 5Q: 3 clusters Score -2032954 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2033278.625000 Penalty: 4790.670410
	Iteration 6Q: 3 clusters Score -2033279 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2033683.250000 Penalty: 4790.670410
	Iteration 7Q: 3 clusters Score -2033683 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2034186.750000 Penalty: 4790.670410
	Iteration 8Q: 3 clusters Score -2034187 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2034799.625000 Penalty: 4790.670410
	Iteration 9F: 3 clusters Score -2034800 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2035393.500000 Penalty: 4790.670410
	Iteration 10F: 3 clusters Score -2035394 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2035931.250000 Penalty: 4790.670410
	Iteration 11Q: 3 clusters Score -2035931 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2036346.750000 Penalty: 4790.670410
	Iteration 12Q: 3 clusters Score -2036347 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2036617.250000 Penalty: 4790.670410
	Iteration 13Q: 3 clusters Score -2036617 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2036819.625000 Penalty: 4790.670410
	Iteration 14Q: 3 clusters Score -2036820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2036947.625000 Penalty: 4790.670410
	Iteration 15Q: 3 clusters Score -2036948 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2037055.750000 Penalty: 4790.670410
	Iteration 16Q: 3 clusters Score -2037056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2037137.750000 Penalty: 4790.670410
	Iteration 17Q: 3 clusters Score -2037138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2037180.500000 Penalty: 4790.670410
	Iteration 18Q: 3 clusters Score -2037180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2037219.125000 Penalty: 4790.670410
	Iteration 19Q: 3 clusters Score -2037219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2037244.750000 Penalty: 4790.670410
	Iteration 20F: 3 clusters Score -2037245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2037264.250000 Penalty: 4790.670410
	Iteration 21Q: 3 clusters Score -2037264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2037290.625000 Penalty: 4790.670410
	Iteration 22Q: 3 clusters Score -2037291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2037298.875000 Penalty: 4790.670410
	Iteration 23Q: 3 clusters Score -2037299 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2037314.125000 Penalty: 4790.670410
	Iteration 24Q: 3 clusters Score -2037314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2037324.375000 Penalty: 4790.670410
	Iteration 25Q: 3 clusters Score -2037324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2037333.875000 Penalty: 4790.670410
	Iteration 26Q: 3 clusters Score -2037334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2037347.500000 Penalty: 4790.670410
	Iteration 27Q: 3 clusters Score -2037348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2037349.250000 Penalty: 4790.670410
	Iteration 28Q: 3 clusters Score -2037349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2037356.750000 Penalty: 4790.670410
	Iteration 29Q: 3 clusters Score -2037357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2037358.125000 Penalty: 4790.670410
	Iteration 30Q: 3 clusters Score -2037358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2037360.750000 Penalty: 4790.670410
	Iteration 31Q: 3 clusters Score -2037361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2037360.375000 Penalty: 4790.670410
	Iteration 32Q: 3 clusters Score -2037360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2037363.750000 Penalty: 4790.670410
	Iteration 33Q: 3 clusters Score -2037364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2037363.750000 Penalty: 4790.670410
	Iteration 34Q: 3 clusters Score -2037364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2037364.000000 Penalty: 4790.670410
	Iteration 35Q: 3 clusters Score -2037364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2037366.500000 Penalty: 4790.670410
	Iteration 36Q: 3 clusters Score -2037366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2037366.500000 Penalty: 4790.670410
	Iteration 37Q: 3 clusters Score -2037366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2037368.000000 Penalty: 4790.670410
	Iteration 38Q: 3 clusters Score -2037368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2037369.750000 Penalty: 4790.670410
	Iteration 39Q: 3 clusters Score -2037370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2037369.750000 Penalty: 4790.670410
	Iteration 40F: 3 clusters Score -2037370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2037366.375000 Penalty: 4790.670410
	Iteration 41Q: 3 clusters Score -2037366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2037364.000000 Penalty: 4790.670410
	Iteration 42Q: 3 clusters Score -2037364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2037363.250000 Penalty: 4790.670410
	Iteration 43Q: 3 clusters Score -2037363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2037363.625000 Penalty: 4790.670410
	Iteration 44Q: 3 clusters Score -2037364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2037369.375000 Penalty: 4790.670410
	Iteration 45Q: 3 clusters Score -2037369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2037367.500000 Penalty: 4790.670410
	Iteration 46Q: 3 clusters Score -2037368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2037370.000000 Penalty: 4790.670410
	Iteration 47Q: 3 clusters Score -2037370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2037370.625000 Penalty: 4790.670410
	Iteration 48Q: 3 clusters Score -2037371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2037370.000000 Penalty: 4790.670410
	Iteration 49Q: 3 clusters Score -2037370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2037369.875000 Penalty: 4790.670410
	Iteration 50Q: 3 clusters Score -2037370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2037369.875000 Penalty: 4790.670410
	Iteration 51F: 3 clusters Score -2037370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -455017.500000 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -455017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -451427.843750 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -451427.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -452236.875000 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -452236.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -452455.750000 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -452455.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -452632.687500 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -452632.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -452804.281250 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -452804.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -452961.843750 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -452961.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -453084.156250 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -453084.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -453176.000000 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -453176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -453240.062500 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -453240.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -453287.031250 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -453287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -453329.187500 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -453329.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -453355.656250 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -453355.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -453378.312500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -453378.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -453398.437500 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -453398.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -453410.531250 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -453410.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -453420.250000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -453420.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -453424.906250 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -453424.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -453430.812500 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -453430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -453435.375000 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -453435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -453437.937500 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -453437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -453441.843750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -453441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -453445.468750 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -453445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -453447.906250 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -453447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -453451.375000 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -453451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -453451.625000 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -453451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -453454.500000 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -453454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -453454.718750 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -453454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -453456.687500 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -453456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -453457.000000 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -453457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -453457.781250 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -453457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -453458.281250 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -453458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -453460.125000 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -453460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -453460.125000 Penalty: 4064.200439
	Iteration 32F: 3 clusters Score -453460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -487227.031250 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -487227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -483365.625000 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -483365.6 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -484342.156250 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -484342.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -484735.093750 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -484735.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -485045.781250 Penalty: 4110.239746
	Iteration 3F: 3 clusters Score -485045.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -485302.468750 Penalty: 4110.239746
	Iteration 4F: 3 clusters Score -485302.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -485508.281250 Penalty: 4110.239746
	Iteration 5F: 3 clusters Score -485508.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -485663.781250 Penalty: 4110.239746
	Iteration 6Q: 3 clusters Score -485663.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -485805.781250 Penalty: 4110.239746
	Iteration 7Q: 3 clusters Score -485805.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -485885.312500 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -485885.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485938.375000 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -485938.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -485982.343750 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -485982.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -486007.781250 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -486007.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -486035.406250 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -486035.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -486052.750000 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -486052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -486068.375000 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -486068.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -486078.750000 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -486078.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -486091.906250 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -486091.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -486111.156250 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -486111.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -486130.156250 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -486130.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -486151.968750 Penalty: 4110.239746
	Iteration 19Q: 3 clusters Score -486152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -486168.812500 Penalty: 4110.239746
	Iteration 20F: 3 clusters Score -486168.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -486189.281250 Penalty: 4110.239746
	Iteration 21Q: 3 clusters Score -486189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -486207.750000 Penalty: 4110.239746
	Iteration 22Q: 3 clusters Score -486207.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -486227.718750 Penalty: 4110.239746
	Iteration 23Q: 3 clusters Score -486227.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -486247.562500 Penalty: 4110.239746
	Iteration 24Q: 3 clusters Score -486247.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -486263.218750 Penalty: 4110.239746
	Iteration 25Q: 3 clusters Score -486263.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -486269.656250 Penalty: 4110.239746
	Iteration 26Q: 3 clusters Score -486269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -486276.156250 Penalty: 4110.239746
	Iteration 27Q: 3 clusters Score -486276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -486284.750000 Penalty: 4110.239746
	Iteration 28Q: 3 clusters Score -486284.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -486289.312500 Penalty: 4110.239746
	Iteration 29Q: 3 clusters Score -486289.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -486293.218750 Penalty: 4110.239746
	Iteration 30Q: 3 clusters Score -486293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -486295.437500 Penalty: 4110.239746
	Iteration 31Q: 3 clusters Score -486295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -486297.843750 Penalty: 4110.239746
	Iteration 32Q: 3 clusters Score -486297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -486301.250000 Penalty: 4110.239746
	Iteration 33Q: 3 clusters Score -486301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -486302.968750 Penalty: 4110.239746
	Iteration 34Q: 3 clusters Score -486303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -486303.593750 Penalty: 4110.239746
	Iteration 35Q: 3 clusters Score -486303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -486305.093750 Penalty: 4110.239746
	Iteration 36Q: 3 clusters Score -486305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -486306.906250 Penalty: 4110.239746
	Iteration 37Q: 3 clusters Score -486306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -486307.656250 Penalty: 4110.239746
	Iteration 38Q: 3 clusters Score -486307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -486307.625000 Penalty: 4110.239746
	Iteration 39Q: 3 clusters Score -486307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -486308.343750 Penalty: 4110.239746
	Iteration 40F: 3 clusters Score -486308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -486309.250000 Penalty: 4110.239746
	Iteration 41Q: 3 clusters Score -486309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -486310.531250 Penalty: 4110.239746
	Iteration 42Q: 3 clusters Score -486310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -486310.500000 Penalty: 4110.239746
	Iteration 43Q: 3 clusters Score -486310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -486311.093750 Penalty: 4110.239746
	Iteration 44Q: 3 clusters Score -486311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -486312.250000 Penalty: 4110.239746
	Iteration 45Q: 3 clusters Score -486312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -486312.250000 Penalty: 4110.239746
	Iteration 46F: 3 clusters Score -486312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 630 members 
Entering Unmasked Estep 
Score: -163630.281250 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163630.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -164507.187500 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164507.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -165211.296875 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -165211.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165909.875000 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165909.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166467.968750 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -166468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166526.375000 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -166526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166557.703125 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -166557.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166587.281250 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -166587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -166610.687500 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -166621.203125 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166623.187500 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -166623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166623.187500 Penalty: 3572.150391
	Iteration 11F: 3 clusters Score -166623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 230095 members 
Mstep: Class 7 contains 66793 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 100323 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 140808 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28506 members 
Mstep: Class 14 contains 119761 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 132457 members 
Mstep: Class 26 contains 71861 members 
Mstep: Class 27 contains 17273 members 
Mstep: Class 28 contains 21765 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 9305 members 
Mstep: Class 31 contains 18406 members 
Mstep: Class 32 contains 79026 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
Score: -181123872.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181124736.000000 to -181123872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (132457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132457 members 
Entering Unmasked Estep 
Score: -16531707.000000 Penalty: 2924.915283
	Iteration 0F: 2 clusters Score -1.653171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -16443333.000000 Penalty: 5849.830566
	Iteration 0F: 3 clusters Score -1.644333e+07 nChanged 63155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -16480376.000000 Penalty: 5849.830566
	Iteration 1F: 3 clusters Score -1.648038e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -16481600.000000 Penalty: 5849.830566
	Iteration 2Q: 3 clusters Score -1.64816e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -16482843.000000 Penalty: 5849.830566
	Iteration 3Q: 3 clusters Score -1.648284e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -16484276.000000 Penalty: 5849.830566
	Iteration 4Q: 3 clusters Score -1.648428e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -16485904.000000 Penalty: 5849.830566
	Iteration 5Q: 3 clusters Score -1.64859e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -16488180.000000 Penalty: 5849.830566
	Iteration 6Q: 3 clusters Score -1.648818e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -16491037.000000 Penalty: 5849.830566
	Iteration 7Q: 3 clusters Score -1.649104e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -16494956.000000 Penalty: 5849.830566
	Iteration 8F: 3 clusters Score -1.649496e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -16499862.000000 Penalty: 5849.830566
	Iteration 9F: 3 clusters Score -1.649986e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -16505043.000000 Penalty: 5849.830566
	Iteration 10F: 3 clusters Score -1.650504e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -16508961.000000 Penalty: 5849.830566
	Iteration 11Q: 3 clusters Score -1.650896e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -16511206.000000 Penalty: 5849.830566
	Iteration 12Q: 3 clusters Score -1.651121e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -16512672.000000 Penalty: 5849.830566
	Iteration 13Q: 3 clusters Score -1.651267e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -16513698.000000 Penalty: 5849.830566
	Iteration 14Q: 3 clusters Score -1.65137e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -16514600.000000 Penalty: 5849.830566
	Iteration 15Q: 3 clusters Score -1.65146e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -16515533.000000 Penalty: 5849.830566
	Iteration 16Q: 3 clusters Score -1.651553e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -16516523.000000 Penalty: 5849.830566
	Iteration 17Q: 3 clusters Score -1.651652e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -16517728.000000 Penalty: 5849.830566
	Iteration 18Q: 3 clusters Score -1.651773e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -16518950.000000 Penalty: 5849.830566
	Iteration 19Q: 3 clusters Score -1.651895e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115256 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -16520166.000000 Penalty: 5849.830566
	Iteration 20F: 3 clusters Score -1.652017e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -16521473.000000 Penalty: 5849.830566
	Iteration 21Q: 3 clusters Score -1.652147e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120033 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -16522824.000000 Penalty: 5849.830566
	Iteration 22Q: 3 clusters Score -1.652282e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -16524124.000000 Penalty: 5849.830566
	Iteration 23Q: 3 clusters Score -1.652412e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -16525289.000000 Penalty: 5849.830566
	Iteration 24Q: 3 clusters Score -1.652529e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -16526508.000000 Penalty: 5849.830566
	Iteration 25Q: 3 clusters Score -1.652651e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -16527484.000000 Penalty: 5849.830566
	Iteration 26Q: 3 clusters Score -1.652748e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128508 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -16528321.000000 Penalty: 5849.830566
	Iteration 27Q: 3 clusters Score -1.652832e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -16528900.000000 Penalty: 5849.830566
	Iteration 28Q: 3 clusters Score -1.65289e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16529264.000000 Penalty: 5849.830566
	Iteration 29Q: 3 clusters Score -1.652926e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16529510.000000 Penalty: 5849.830566
	Iteration 30Q: 3 clusters Score -1.652951e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130373 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -16529626.000000 Penalty: 5849.830566
	Iteration 31Q: 3 clusters Score -1.652963e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16529707.000000 Penalty: 5849.830566
	Iteration 32Q: 3 clusters Score -1.652971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -16529770.000000 Penalty: 5849.830566
	Iteration 33Q: 3 clusters Score -1.652977e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16529844.000000 Penalty: 5849.830566
	Iteration 34Q: 3 clusters Score -1.652984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130702 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16529886.000000 Penalty: 5849.830566
	Iteration 35Q: 3 clusters Score -1.652989e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130735 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -16529920.000000 Penalty: 5849.830566
	Iteration 36Q: 3 clusters Score -1.652992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130754 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16529953.000000 Penalty: 5849.830566
	Iteration 37Q: 3 clusters Score -1.652995e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -16529973.000000 Penalty: 5849.830566
	Iteration 38Q: 3 clusters Score -1.652997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16529975.000000 Penalty: 5849.830566
	Iteration 39Q: 3 clusters Score -1.652998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130801 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -16529989.000000 Penalty: 5849.830566
	Iteration 40F: 3 clusters Score -1.652999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16529990.000000 Penalty: 5849.830566
	Iteration 41Q: 3 clusters Score -1.652999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130814 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16529987.000000 Penalty: 5849.830566
	Iteration 42Q: 3 clusters Score -1.652999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130820 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16530010.000000 Penalty: 5849.830566
	Iteration 43Q: 3 clusters Score -1.653001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130820 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16530006.000000 Penalty: 5849.830566
	Iteration 44Q: 3 clusters Score -1.653001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16530019.000000 Penalty: 5849.830566
	Iteration 45Q: 3 clusters Score -1.653002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130832 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16530008.000000 Penalty: 5849.830566
	Iteration 46Q: 3 clusters Score -1.653001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16530017.000000 Penalty: 5849.830566
	Iteration 47Q: 3 clusters Score -1.653002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130843 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -16530020.000000 Penalty: 5849.830566
	Iteration 48Q: 3 clusters Score -1.653002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16530013.000000 Penalty: 5849.830566
	Iteration 49Q: 3 clusters Score -1.653001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130845 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16530017.000000 Penalty: 5849.830566
	Iteration 50Q: 3 clusters Score -1.653002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16530023.000000 Penalty: 5849.830566
	Iteration 51Q: 3 clusters Score -1.653002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16530022.000000 Penalty: 5849.830566
	Iteration 52Q: 3 clusters Score -1.653002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -16530015.000000 Penalty: 5849.830566
	Iteration 53Q: 3 clusters Score -1.653002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16530017.000000 Penalty: 5849.830566
	Iteration 54Q: 3 clusters Score -1.653002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16530021.000000 Penalty: 5849.830566
	Iteration 55Q: 3 clusters Score -1.653002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16530014.000000 Penalty: 5849.830566
	Iteration 56Q: 3 clusters Score -1.653001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16530002.000000 Penalty: 5849.830566
	Iteration 57Q: 3 clusters Score -1.653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16529997.000000 Penalty: 5849.830566
	Iteration 58Q: 3 clusters Score -1.653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16529999.000000 Penalty: 5849.830566
	Iteration 59Q: 3 clusters Score -1.653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16529994.000000 Penalty: 5849.830566
	Iteration 60F: 3 clusters Score -1.652999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16530009.000000 Penalty: 5849.830566
	Iteration 61Q: 3 clusters Score -1.653001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16530018.000000 Penalty: 5849.830566
	Iteration 62Q: 3 clusters Score -1.653002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16530012.000000 Penalty: 5849.830566
	Iteration 63Q: 3 clusters Score -1.653001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16530015.000000 Penalty: 5849.830566
	Iteration 64Q: 3 clusters Score -1.653002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16530017.000000 Penalty: 5849.830566
	Iteration 65Q: 3 clusters Score -1.653002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16530019.000000 Penalty: 5849.830566
	Iteration 66Q: 3 clusters Score -1.653002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16530019.000000 Penalty: 5849.830566
	Iteration 67Q: 3 clusters Score -1.653002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16530019.000000 Penalty: 5849.830566
	Iteration 68F: 3 clusters Score -1.653002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Entering Unmasked Estep 
Score: -9536906.000000 Penalty: 2773.257324
	Iteration 0F: 2 clusters Score -9536906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -9488771.000000 Penalty: 5546.514648
	Iteration 0F: 3 clusters Score -9488771 nChanged 33647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -9507887.000000 Penalty: 5546.514648
	Iteration 1F: 3 clusters Score -9507887 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -9508499.000000 Penalty: 5546.514648
	Iteration 2Q: 3 clusters Score -9508499 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -9509264.000000 Penalty: 5546.514648
	Iteration 3Q: 3 clusters Score -9509264 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -9510259.000000 Penalty: 5546.514648
	Iteration 4Q: 3 clusters Score -9510259 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -9511411.000000 Penalty: 5546.514648
	Iteration 5Q: 3 clusters Score -9511411 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -9513150.000000 Penalty: 5546.514648
	Iteration 6F: 3 clusters Score -9513150 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -9515229.000000 Penalty: 5546.514648
	Iteration 7F: 3 clusters Score -9515229 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -9517134.000000 Penalty: 5546.514648
	Iteration 8F: 3 clusters Score -9517134 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -9518870.000000 Penalty: 5546.514648
	Iteration 9F: 3 clusters Score -9518870 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -9520522.000000 Penalty: 5546.514648
	Iteration 10Q: 3 clusters Score -9520522 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9522060.000000 Penalty: 5546.514648
	Iteration 11Q: 3 clusters Score -9522060 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -9523566.000000 Penalty: 5546.514648
	Iteration 12Q: 3 clusters Score -9523566 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -9525243.000000 Penalty: 5546.514648
	Iteration 13Q: 3 clusters Score -9525243 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -9527074.000000 Penalty: 5546.514648
	Iteration 14Q: 3 clusters Score -9527074 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -9528850.000000 Penalty: 5546.514648
	Iteration 15Q: 3 clusters Score -9528850 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -9530533.000000 Penalty: 5546.514648
	Iteration 16Q: 3 clusters Score -9530533 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -9531943.000000 Penalty: 5546.514648
	Iteration 17Q: 3 clusters Score -9531943 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -9532945.000000 Penalty: 5546.514648
	Iteration 18Q: 3 clusters Score -9532945 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -9533593.000000 Penalty: 5546.514648
	Iteration 19Q: 3 clusters Score -9533593 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -9533986.000000 Penalty: 5546.514648
	Iteration 20F: 3 clusters Score -9533986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -9534195.000000 Penalty: 5546.514648
	Iteration 21Q: 3 clusters Score -9534195 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9534345.000000 Penalty: 5546.514648
	Iteration 22Q: 3 clusters Score -9534345 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -9534443.000000 Penalty: 5546.514648
	Iteration 23Q: 3 clusters Score -9534443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -9534511.000000 Penalty: 5546.514648
	Iteration 24Q: 3 clusters Score -9534511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -9534526.000000 Penalty: 5546.514648
	Iteration 25Q: 3 clusters Score -9534526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -9534573.000000 Penalty: 5546.514648
	Iteration 26Q: 3 clusters Score -9534573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -9534587.000000 Penalty: 5546.514648
	Iteration 27Q: 3 clusters Score -9534587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -9534592.000000 Penalty: 5546.514648
	Iteration 28Q: 3 clusters Score -9534592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -9534603.000000 Penalty: 5546.514648
	Iteration 29Q: 3 clusters Score -9534603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -9534609.000000 Penalty: 5546.514648
	Iteration 30Q: 3 clusters Score -9534609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9534618.000000 Penalty: 5546.514648
	Iteration 31Q: 3 clusters Score -9534618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -9534614.000000 Penalty: 5546.514648
	Iteration 32Q: 3 clusters Score -9534614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -9534618.000000 Penalty: 5546.514648
	Iteration 33Q: 3 clusters Score -9534618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -9534634.000000 Penalty: 5546.514648
	Iteration 34Q: 3 clusters Score -9534634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -9534644.000000 Penalty: 5546.514648
	Iteration 35Q: 3 clusters Score -9534644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9534661.000000 Penalty: 5546.514648
	Iteration 36Q: 3 clusters Score -9534661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9534675.000000 Penalty: 5546.514648
	Iteration 37Q: 3 clusters Score -9534675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9534683.000000 Penalty: 5546.514648
	Iteration 38Q: 3 clusters Score -9534683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9534687.000000 Penalty: 5546.514648
	Iteration 39Q: 3 clusters Score -9534687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -9534681.000000 Penalty: 5546.514648
	Iteration 40F: 3 clusters Score -9534681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -9534683.000000 Penalty: 5546.514648
	Iteration 41Q: 3 clusters Score -9534683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -9534684.000000 Penalty: 5546.514648
	Iteration 42Q: 3 clusters Score -9534684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -9534681.000000 Penalty: 5546.514648
	Iteration 43Q: 3 clusters Score -9534681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -9534681.000000 Penalty: 5546.514648
	Iteration 44F: 3 clusters Score -9534681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Entering Unmasked Estep 
Score: -2338571.000000 Penalty: 2419.711182
	Iteration 0F: 2 clusters Score -2338571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2326304.750000 Penalty: 4839.422363
	Iteration 0F: 3 clusters Score -2326305 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2330419.750000 Penalty: 4839.422363
	Iteration 1F: 3 clusters Score -2330420 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2331017.500000 Penalty: 4839.422363
	Iteration 2F: 3 clusters Score -2331018 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2331544.750000 Penalty: 4839.422363
	Iteration 3F: 3 clusters Score -2331545 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2332140.500000 Penalty: 4839.422363
	Iteration 4F: 3 clusters Score -2332140 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2332880.000000 Penalty: 4839.422363
	Iteration 5F: 3 clusters Score -2332880 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2333773.250000 Penalty: 4839.422363
	Iteration 6F: 3 clusters Score -2333773 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2334689.250000 Penalty: 4839.422363
	Iteration 7F: 3 clusters Score -2334689 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2335496.750000 Penalty: 4839.422363
	Iteration 8F: 3 clusters Score -2335497 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2336164.500000 Penalty: 4839.422363
	Iteration 9F: 3 clusters Score -2336164 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2336631.750000 Penalty: 4839.422363
	Iteration 10Q: 3 clusters Score -2336632 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2336927.500000 Penalty: 4839.422363
	Iteration 11Q: 3 clusters Score -2336928 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2337151.250000 Penalty: 4839.422363
	Iteration 12Q: 3 clusters Score -2337151 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2337346.250000 Penalty: 4839.422363
	Iteration 13Q: 3 clusters Score -2337346 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2337471.750000 Penalty: 4839.422363
	Iteration 14Q: 3 clusters Score -2337472 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2337583.000000 Penalty: 4839.422363
	Iteration 15Q: 3 clusters Score -2337583 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2337672.000000 Penalty: 4839.422363
	Iteration 16Q: 3 clusters Score -2337672 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2337737.500000 Penalty: 4839.422363
	Iteration 17Q: 3 clusters Score -2337738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2337780.250000 Penalty: 4839.422363
	Iteration 18Q: 3 clusters Score -2337780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2337808.500000 Penalty: 4839.422363
	Iteration 19Q: 3 clusters Score -2337808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2337842.750000 Penalty: 4839.422363
	Iteration 20F: 3 clusters Score -2337843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2337865.000000 Penalty: 4839.422363
	Iteration 21Q: 3 clusters Score -2337865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2337883.250000 Penalty: 4839.422363
	Iteration 22Q: 3 clusters Score -2337883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2337903.500000 Penalty: 4839.422363
	Iteration 23Q: 3 clusters Score -2337904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2337915.250000 Penalty: 4839.422363
	Iteration 24Q: 3 clusters Score -2337915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2337921.250000 Penalty: 4839.422363
	Iteration 25Q: 3 clusters Score -2337921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2337929.500000 Penalty: 4839.422363
	Iteration 26Q: 3 clusters Score -2337930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2337934.250000 Penalty: 4839.422363
	Iteration 27Q: 3 clusters Score -2337934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2337946.250000 Penalty: 4839.422363
	Iteration 28Q: 3 clusters Score -2337946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2337952.750000 Penalty: 4839.422363
	Iteration 29Q: 3 clusters Score -2337953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2337955.750000 Penalty: 4839.422363
	Iteration 30Q: 3 clusters Score -2337956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2337956.250000 Penalty: 4839.422363
	Iteration 31Q: 3 clusters Score -2337956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2337960.500000 Penalty: 4839.422363
	Iteration 32Q: 3 clusters Score -2337960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2337957.250000 Penalty: 4839.422363
	Iteration 33Q: 3 clusters Score -2337957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2337956.000000 Penalty: 4839.422363
	Iteration 34Q: 3 clusters Score -2337956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2337956.500000 Penalty: 4839.422363
	Iteration 35Q: 3 clusters Score -2337956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2337959.000000 Penalty: 4839.422363
	Iteration 36Q: 3 clusters Score -2337959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2337956.750000 Penalty: 4839.422363
	Iteration 37Q: 3 clusters Score -2337957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2337959.750000 Penalty: 4839.422363
	Iteration 38Q: 3 clusters Score -2337960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2337957.500000 Penalty: 4839.422363
	Iteration 39Q: 3 clusters Score -2337958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2337957.500000 Penalty: 4839.422363
	Iteration 40F: 3 clusters Score -2337958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Entering Unmasked Estep 
Score: -2837508.750000 Penalty: 2477.038330
	Iteration 0F: 2 clusters Score -2837509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2822486.750000 Penalty: 4954.076660
	Iteration 0F: 3 clusters Score -2822487 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2827527.250000 Penalty: 4954.076660
	Iteration 1F: 3 clusters Score -2827527 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2827981.250000 Penalty: 4954.076660
	Iteration 2F: 3 clusters Score -2827981 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2828437.500000 Penalty: 4954.076660
	Iteration 3Q: 3 clusters Score -2828438 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2829015.250000 Penalty: 4954.076660
	Iteration 4F: 3 clusters Score -2829015 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2829832.750000 Penalty: 4954.076660
	Iteration 5F: 3 clusters Score -2829833 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2830875.750000 Penalty: 4954.076660
	Iteration 6F: 3 clusters Score -2830876 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2832090.250000 Penalty: 4954.076660
	Iteration 7F: 3 clusters Score -2832090 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2833178.250000 Penalty: 4954.076660
	Iteration 8F: 3 clusters Score -2833178 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2834159.250000 Penalty: 4954.076660
	Iteration 9F: 3 clusters Score -2834159 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2834845.250000 Penalty: 4954.076660
	Iteration 10Q: 3 clusters Score -2834845 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2835233.000000 Penalty: 4954.076660
	Iteration 11Q: 3 clusters Score -2835233 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2835432.250000 Penalty: 4954.076660
	Iteration 12Q: 3 clusters Score -2835432 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2835525.500000 Penalty: 4954.076660
	Iteration 13Q: 3 clusters Score -2835526 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2835585.250000 Penalty: 4954.076660
	Iteration 14Q: 3 clusters Score -2835585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2835619.250000 Penalty: 4954.076660
	Iteration 15Q: 3 clusters Score -2835619 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2835631.250000 Penalty: 4954.076660
	Iteration 16Q: 3 clusters Score -2835631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2835652.250000 Penalty: 4954.076660
	Iteration 17Q: 3 clusters Score -2835652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2835668.000000 Penalty: 4954.076660
	Iteration 18Q: 3 clusters Score -2835668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2835675.000000 Penalty: 4954.076660
	Iteration 19Q: 3 clusters Score -2835675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2835682.500000 Penalty: 4954.076660
	Iteration 20F: 3 clusters Score -2835682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2835690.250000 Penalty: 4954.076660
	Iteration 21Q: 3 clusters Score -2835690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2835695.000000 Penalty: 4954.076660
	Iteration 22Q: 3 clusters Score -2835695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2835703.000000 Penalty: 4954.076660
	Iteration 23Q: 3 clusters Score -2835703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2835705.250000 Penalty: 4954.076660
	Iteration 24Q: 3 clusters Score -2835705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2835703.250000 Penalty: 4954.076660
	Iteration 25Q: 3 clusters Score -2835703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2835704.250000 Penalty: 4954.076660
	Iteration 26Q: 3 clusters Score -2835704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2835703.750000 Penalty: 4954.076660
	Iteration 27Q: 3 clusters Score -2835704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2835706.000000 Penalty: 4954.076660
	Iteration 28Q: 3 clusters Score -2835706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2835705.500000 Penalty: 4954.076660
	Iteration 29Q: 3 clusters Score -2835706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2835708.000000 Penalty: 4954.076660
	Iteration 30Q: 3 clusters Score -2835708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2835712.750000 Penalty: 4954.076660
	Iteration 31Q: 3 clusters Score -2835713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2835708.750000 Penalty: 4954.076660
	Iteration 32Q: 3 clusters Score -2835709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2835706.000000 Penalty: 4954.076660
	Iteration 33Q: 3 clusters Score -2835706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2835702.750000 Penalty: 4954.076660
	Iteration 34Q: 3 clusters Score -2835703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2835703.750000 Penalty: 4954.076660
	Iteration 35Q: 3 clusters Score -2835704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2835708.000000 Penalty: 4954.076660
	Iteration 36Q: 3 clusters Score -2835708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2835708.000000 Penalty: 4954.076660
	Iteration 37Q: 3 clusters Score -2835708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2835708.000000 Penalty: 4954.076660
	Iteration 38F: 3 clusters Score -2835708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -587022.062500 Penalty: 2115.858643
	Iteration 0F: 2 clusters Score -587022.1 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 2513 members 
Entering Unmasked Estep 
Score: -582494.500000 Penalty: 4231.717285
	Iteration 0F: 3 clusters Score -582494.5 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -584039.125000 Penalty: 4231.717285
	Iteration 1F: 3 clusters Score -584039.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -584785.125000 Penalty: 4231.717285
	Iteration 2F: 3 clusters Score -584785.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -585337.062500 Penalty: 4231.717285
	Iteration 3F: 3 clusters Score -585337.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -585762.875000 Penalty: 4231.717285
	Iteration 4F: 3 clusters Score -585762.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -586006.187500 Penalty: 4231.717285
	Iteration 5Q: 3 clusters Score -586006.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -586202.062500 Penalty: 4231.717285
	Iteration 6Q: 3 clusters Score -586202.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -586343.375000 Penalty: 4231.717285
	Iteration 7Q: 3 clusters Score -586343.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -586445.125000 Penalty: 4231.717285
	Iteration 8Q: 3 clusters Score -586445.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -586520.687500 Penalty: 4231.717285
	Iteration 9Q: 3 clusters Score -586520.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -586573.562500 Penalty: 4231.717285
	Iteration 10Q: 3 clusters Score -586573.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -586612.875000 Penalty: 4231.717285
	Iteration 11Q: 3 clusters Score -586612.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -586666.750000 Penalty: 4231.717285
	Iteration 12Q: 3 clusters Score -586666.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -586714.937500 Penalty: 4231.717285
	Iteration 13Q: 3 clusters Score -586714.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -586755.812500 Penalty: 4231.717285
	Iteration 14Q: 3 clusters Score -586755.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -586783.625000 Penalty: 4231.717285
	Iteration 15Q: 3 clusters Score -586783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -586809.375000 Penalty: 4231.717285
	Iteration 16Q: 3 clusters Score -586809.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -586831.750000 Penalty: 4231.717285
	Iteration 17Q: 3 clusters Score -586831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -586845.875000 Penalty: 4231.717285
	Iteration 18Q: 3 clusters Score -586845.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -586858.125000 Penalty: 4231.717285
	Iteration 19Q: 3 clusters Score -586858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -586862.562500 Penalty: 4231.717285
	Iteration 20F: 3 clusters Score -586862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586866.875000 Penalty: 4231.717285
	Iteration 21Q: 3 clusters Score -586866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -586868.750000 Penalty: 4231.717285
	Iteration 22Q: 3 clusters Score -586868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586868.937500 Penalty: 4231.717285
	Iteration 23Q: 3 clusters Score -586868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586870.500000 Penalty: 4231.717285
	Iteration 24Q: 3 clusters Score -586870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -586870.500000 Penalty: 4231.717285
	Iteration 25Q: 3 clusters Score -586870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -586870.500000 Penalty: 4231.717285
	Iteration 26F: 3 clusters Score -586870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1233227.875000 Penalty: 2266.300293
	Iteration 0F: 2 clusters Score -1233228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1225995.750000 Penalty: 4532.600586
	Iteration 0F: 3 clusters Score -1225996 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1228152.000000 Penalty: 4532.600586
	Iteration 1F: 3 clusters Score -1228152 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1228609.375000 Penalty: 4532.600586
	Iteration 2F: 3 clusters Score -1228609 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1229026.500000 Penalty: 4532.600586
	Iteration 3F: 3 clusters Score -1229026 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1229507.000000 Penalty: 4532.600586
	Iteration 4F: 3 clusters Score -1229507 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1230045.000000 Penalty: 4532.600586
	Iteration 5F: 3 clusters Score -1230045 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1230618.875000 Penalty: 4532.600586
	Iteration 6F: 3 clusters Score -1230619 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1231180.375000 Penalty: 4532.600586
	Iteration 7F: 3 clusters Score -1231180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1231631.750000 Penalty: 4532.600586
	Iteration 8F: 3 clusters Score -1231632 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1231940.625000 Penalty: 4532.600586
	Iteration 9Q: 3 clusters Score -1231941 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1232122.625000 Penalty: 4532.600586
	Iteration 10Q: 3 clusters Score -1232123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1232230.125000 Penalty: 4532.600586
	Iteration 11Q: 3 clusters Score -1232230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1232301.875000 Penalty: 4532.600586
	Iteration 12Q: 3 clusters Score -1232302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1232339.125000 Penalty: 4532.600586
	Iteration 13Q: 3 clusters Score -1232339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1232383.750000 Penalty: 4532.600586
	Iteration 14Q: 3 clusters Score -1232384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1232421.125000 Penalty: 4532.600586
	Iteration 15Q: 3 clusters Score -1232421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1232455.000000 Penalty: 4532.600586
	Iteration 16Q: 3 clusters Score -1232455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1232481.000000 Penalty: 4532.600586
	Iteration 17Q: 3 clusters Score -1232481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1232505.000000 Penalty: 4532.600586
	Iteration 18Q: 3 clusters Score -1232505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1232513.375000 Penalty: 4532.600586
	Iteration 19Q: 3 clusters Score -1232513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1232522.500000 Penalty: 4532.600586
	Iteration 20F: 3 clusters Score -1232522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1232523.625000 Penalty: 4532.600586
	Iteration 21Q: 3 clusters Score -1232524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1232526.750000 Penalty: 4532.600586
	Iteration 22Q: 3 clusters Score -1232527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1232525.375000 Penalty: 4532.600586
	Iteration 23Q: 3 clusters Score -1232525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1232525.375000 Penalty: 4532.600586
	Iteration 24F: 3 clusters Score -1232525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Entering Unmasked Estep 
Score: -2484865.000000 Penalty: 2435.467041
	Iteration 0F: 2 clusters Score -2484865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2471730.750000 Penalty: 4870.934082
	Iteration 0F: 3 clusters Score -2471731 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2476189.750000 Penalty: 4870.934082
	Iteration 1F: 3 clusters Score -2476190 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2476744.250000 Penalty: 4870.934082
	Iteration 2F: 3 clusters Score -2476744 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2477355.500000 Penalty: 4870.934082
	Iteration 3F: 3 clusters Score -2477356 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2477988.250000 Penalty: 4870.934082
	Iteration 4F: 3 clusters Score -2477988 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2478692.500000 Penalty: 4870.934082
	Iteration 5F: 3 clusters Score -2478692 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2479460.500000 Penalty: 4870.934082
	Iteration 6F: 3 clusters Score -2479460 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2480278.500000 Penalty: 4870.934082
	Iteration 7F: 3 clusters Score -2480278 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2481024.250000 Penalty: 4870.934082
	Iteration 8F: 3 clusters Score -2481024 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2481582.750000 Penalty: 4870.934082
	Iteration 9Q: 3 clusters Score -2481583 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2481942.000000 Penalty: 4870.934082
	Iteration 10Q: 3 clusters Score -2481942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2482133.750000 Penalty: 4870.934082
	Iteration 11Q: 3 clusters Score -2482134 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2482265.000000 Penalty: 4870.934082
	Iteration 12Q: 3 clusters Score -2482265 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2482350.250000 Penalty: 4870.934082
	Iteration 13Q: 3 clusters Score -2482350 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2482435.750000 Penalty: 4870.934082
	Iteration 14Q: 3 clusters Score -2482436 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2482494.000000 Penalty: 4870.934082
	Iteration 15Q: 3 clusters Score -2482494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2482562.750000 Penalty: 4870.934082
	Iteration 16Q: 3 clusters Score -2482563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2482652.500000 Penalty: 4870.934082
	Iteration 17Q: 3 clusters Score -2482652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2482766.250000 Penalty: 4870.934082
	Iteration 18Q: 3 clusters Score -2482766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2482897.750000 Penalty: 4870.934082
	Iteration 19Q: 3 clusters Score -2482898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2483030.000000 Penalty: 4870.934082
	Iteration 20F: 3 clusters Score -2483030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2483175.000000 Penalty: 4870.934082
	Iteration 21Q: 3 clusters Score -2483175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2483270.750000 Penalty: 4870.934082
	Iteration 22Q: 3 clusters Score -2483271 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2483367.750000 Penalty: 4870.934082
	Iteration 23Q: 3 clusters Score -2483368 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2483432.250000 Penalty: 4870.934082
	Iteration 24Q: 3 clusters Score -2483432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2483475.250000 Penalty: 4870.934082
	Iteration 25Q: 3 clusters Score -2483475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2483497.750000 Penalty: 4870.934082
	Iteration 26Q: 3 clusters Score -2483498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2483527.000000 Penalty: 4870.934082
	Iteration 27Q: 3 clusters Score -2483527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2483543.000000 Penalty: 4870.934082
	Iteration 28Q: 3 clusters Score -2483543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2483567.250000 Penalty: 4870.934082
	Iteration 29Q: 3 clusters Score -2483567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2483585.750000 Penalty: 4870.934082
	Iteration 30Q: 3 clusters Score -2483586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2483599.500000 Penalty: 4870.934082
	Iteration 31Q: 3 clusters Score -2483600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2483609.250000 Penalty: 4870.934082
	Iteration 32Q: 3 clusters Score -2483609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2483616.000000 Penalty: 4870.934082
	Iteration 33Q: 3 clusters Score -2483616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2483613.250000 Penalty: 4870.934082
	Iteration 34Q: 3 clusters Score -2483613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2483616.250000 Penalty: 4870.934082
	Iteration 35Q: 3 clusters Score -2483616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2483614.500000 Penalty: 4870.934082
	Iteration 36Q: 3 clusters Score -2483614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2483616.000000 Penalty: 4870.934082
	Iteration 37Q: 3 clusters Score -2483616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2483620.500000 Penalty: 4870.934082
	Iteration 38Q: 3 clusters Score -2483620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2483621.250000 Penalty: 4870.934082
	Iteration 39Q: 3 clusters Score -2483621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2483621.250000 Penalty: 4870.934082
	Iteration 40F: 3 clusters Score -2483621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Entering Unmasked Estep 
Score: -10600634.000000 Penalty: 2796.828125
	Iteration 0F: 2 clusters Score -1.060063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -10547689.000000 Penalty: 5593.656250
	Iteration 0F: 3 clusters Score -1.054769e+07 nChanged 36997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10568608.000000 Penalty: 5593.656250
	Iteration 1F: 3 clusters Score -1.056861e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -10569162.000000 Penalty: 5593.656250
	Iteration 2Q: 3 clusters Score -1.056916e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -10569686.000000 Penalty: 5593.656250
	Iteration 3Q: 3 clusters Score -1.056969e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -10570207.000000 Penalty: 5593.656250
	Iteration 4Q: 3 clusters Score -1.057021e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -10570873.000000 Penalty: 5593.656250
	Iteration 5Q: 3 clusters Score -1.057087e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -10571623.000000 Penalty: 5593.656250
	Iteration 6Q: 3 clusters Score -1.057162e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -10572820.000000 Penalty: 5593.656250
	Iteration 7Q: 3 clusters Score -1.057282e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -10574835.000000 Penalty: 5593.656250
	Iteration 8Q: 3 clusters Score -1.057484e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -10578047.000000 Penalty: 5593.656250
	Iteration 9F: 3 clusters Score -1.057805e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -10582298.000000 Penalty: 5593.656250
	Iteration 10F: 3 clusters Score -1.05823e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -10586436.000000 Penalty: 5593.656250
	Iteration 11F: 3 clusters Score -1.058644e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -10589402.000000 Penalty: 5593.656250
	Iteration 12Q: 3 clusters Score -1.05894e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -10590980.000000 Penalty: 5593.656250
	Iteration 13Q: 3 clusters Score -1.059098e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -10591999.000000 Penalty: 5593.656250
	Iteration 14Q: 3 clusters Score -1.0592e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -10592845.000000 Penalty: 5593.656250
	Iteration 15Q: 3 clusters Score -1.059284e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -10593562.000000 Penalty: 5593.656250
	Iteration 16Q: 3 clusters Score -1.059356e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -10594219.000000 Penalty: 5593.656250
	Iteration 17Q: 3 clusters Score -1.059422e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -10594750.000000 Penalty: 5593.656250
	Iteration 18Q: 3 clusters Score -1.059475e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -10595257.000000 Penalty: 5593.656250
	Iteration 19Q: 3 clusters Score -1.059526e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -10595736.000000 Penalty: 5593.656250
	Iteration 20F: 3 clusters Score -1.059574e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -10596167.000000 Penalty: 5593.656250
	Iteration 21Q: 3 clusters Score -1.059617e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -10596537.000000 Penalty: 5593.656250
	Iteration 22Q: 3 clusters Score -1.059654e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10596821.000000 Penalty: 5593.656250
	Iteration 23Q: 3 clusters Score -1.059682e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10597093.000000 Penalty: 5593.656250
	Iteration 24Q: 3 clusters Score -1.059709e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10597408.000000 Penalty: 5593.656250
	Iteration 25Q: 3 clusters Score -1.059741e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10597590.000000 Penalty: 5593.656250
	Iteration 26Q: 3 clusters Score -1.059759e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10597734.000000 Penalty: 5593.656250
	Iteration 27Q: 3 clusters Score -1.059773e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10597857.000000 Penalty: 5593.656250
	Iteration 28Q: 3 clusters Score -1.059786e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10597981.000000 Penalty: 5593.656250
	Iteration 29Q: 3 clusters Score -1.059798e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10598071.000000 Penalty: 5593.656250
	Iteration 30Q: 3 clusters Score -1.059807e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10598159.000000 Penalty: 5593.656250
	Iteration 31Q: 3 clusters Score -1.059816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10598195.000000 Penalty: 5593.656250
	Iteration 32Q: 3 clusters Score -1.05982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10598252.000000 Penalty: 5593.656250
	Iteration 33Q: 3 clusters Score -1.059825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10598273.000000 Penalty: 5593.656250
	Iteration 34Q: 3 clusters Score -1.059827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10598274.000000 Penalty: 5593.656250
	Iteration 35Q: 3 clusters Score -1.059827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10598308.000000 Penalty: 5593.656250
	Iteration 36Q: 3 clusters Score -1.059831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10598321.000000 Penalty: 5593.656250
	Iteration 37Q: 3 clusters Score -1.059832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10598356.000000 Penalty: 5593.656250
	Iteration 38Q: 3 clusters Score -1.059836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10598391.000000 Penalty: 5593.656250
	Iteration 39Q: 3 clusters Score -1.059839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10598407.000000 Penalty: 5593.656250
	Iteration 40F: 3 clusters Score -1.059841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10598428.000000 Penalty: 5593.656250
	Iteration 41Q: 3 clusters Score -1.059843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10598441.000000 Penalty: 5593.656250
	Iteration 42Q: 3 clusters Score -1.059844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10598476.000000 Penalty: 5593.656250
	Iteration 43Q: 3 clusters Score -1.059848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10598503.000000 Penalty: 5593.656250
	Iteration 44Q: 3 clusters Score -1.05985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10598523.000000 Penalty: 5593.656250
	Iteration 45Q: 3 clusters Score -1.059852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10598534.000000 Penalty: 5593.656250
	Iteration 46Q: 3 clusters Score -1.059853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10598549.000000 Penalty: 5593.656250
	Iteration 47Q: 3 clusters Score -1.059855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10598576.000000 Penalty: 5593.656250
	Iteration 48Q: 3 clusters Score -1.059858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10598593.000000 Penalty: 5593.656250
	Iteration 49Q: 3 clusters Score -1.059859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10598596.000000 Penalty: 5593.656250
	Iteration 50Q: 3 clusters Score -1.05986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10598603.000000 Penalty: 5593.656250
	Iteration 51Q: 3 clusters Score -1.05986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10598600.000000 Penalty: 5593.656250
	Iteration 52Q: 3 clusters Score -1.05986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10598601.000000 Penalty: 5593.656250
	Iteration 53Q: 3 clusters Score -1.05986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10598604.000000 Penalty: 5593.656250
	Iteration 54Q: 3 clusters Score -1.05986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10598610.000000 Penalty: 5593.656250
	Iteration 55Q: 3 clusters Score -1.059861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10598609.000000 Penalty: 5593.656250
	Iteration 56Q: 3 clusters Score -1.059861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10598607.000000 Penalty: 5593.656250
	Iteration 57Q: 3 clusters Score -1.059861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10598605.000000 Penalty: 5593.656250
	Iteration 58Q: 3 clusters Score -1.05986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10598612.000000 Penalty: 5593.656250
	Iteration 59Q: 3 clusters Score -1.059861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10598619.000000 Penalty: 5593.656250
	Iteration 60F: 3 clusters Score -1.059862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10598613.000000 Penalty: 5593.656250
	Iteration 61Q: 3 clusters Score -1.059861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10598611.000000 Penalty: 5593.656250
	Iteration 62Q: 3 clusters Score -1.059861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10598618.000000 Penalty: 5593.656250
	Iteration 63Q: 3 clusters Score -1.059862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10598615.000000 Penalty: 5593.656250
	Iteration 64Q: 3 clusters Score -1.059862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10598626.000000 Penalty: 5593.656250
	Iteration 65Q: 3 clusters Score -1.059863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10598624.000000 Penalty: 5593.656250
	Iteration 66Q: 3 clusters Score -1.059862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10598624.000000 Penalty: 5593.656250
	Iteration 67Q: 3 clusters Score -1.059862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10598629.000000 Penalty: 5593.656250
	Iteration 68Q: 3 clusters Score -1.059863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10598633.000000 Penalty: 5593.656250
	Iteration 69Q: 3 clusters Score -1.059863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10598631.000000 Penalty: 5593.656250
	Iteration 70Q: 3 clusters Score -1.059863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10598632.000000 Penalty: 5593.656250
	Iteration 71Q: 3 clusters Score -1.059863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10598636.000000 Penalty: 5593.656250
	Iteration 72Q: 3 clusters Score -1.059864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10598636.000000 Penalty: 5593.656250
	Iteration 73F: 3 clusters Score -1.059864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Entering Unmasked Estep 
Score: -1223817.125000 Penalty: 2268.158691
	Iteration 0F: 2 clusters Score -1223817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1216488.250000 Penalty: 4536.317383
	Iteration 0F: 3 clusters Score -1216488 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1218601.875000 Penalty: 4536.317383
	Iteration 1F: 3 clusters Score -1218602 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1218965.000000 Penalty: 4536.317383
	Iteration 2F: 3 clusters Score -1218965 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1219316.750000 Penalty: 4536.317383
	Iteration 3F: 3 clusters Score -1219317 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1219689.250000 Penalty: 4536.317383
	Iteration 4F: 3 clusters Score -1219689 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1220056.875000 Penalty: 4536.317383
	Iteration 5F: 3 clusters Score -1220057 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1220344.875000 Penalty: 4536.317383
	Iteration 6F: 3 clusters Score -1220345 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1220561.875000 Penalty: 4536.317383
	Iteration 7Q: 3 clusters Score -1220562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1220715.375000 Penalty: 4536.317383
	Iteration 8Q: 3 clusters Score -1220715 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1220842.625000 Penalty: 4536.317383
	Iteration 9Q: 3 clusters Score -1220843 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1220960.000000 Penalty: 4536.317383
	Iteration 10Q: 3 clusters Score -1220960 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1221058.875000 Penalty: 4536.317383
	Iteration 11Q: 3 clusters Score -1221059 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1221153.625000 Penalty: 4536.317383
	Iteration 12Q: 3 clusters Score -1221154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1221223.000000 Penalty: 4536.317383
	Iteration 13Q: 3 clusters Score -1221223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1221287.000000 Penalty: 4536.317383
	Iteration 14Q: 3 clusters Score -1221287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1221338.375000 Penalty: 4536.317383
	Iteration 15Q: 3 clusters Score -1221338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1221383.500000 Penalty: 4536.317383
	Iteration 16Q: 3 clusters Score -1221384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1221440.375000 Penalty: 4536.317383
	Iteration 17Q: 3 clusters Score -1221440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1221491.750000 Penalty: 4536.317383
	Iteration 18Q: 3 clusters Score -1221492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1221537.000000 Penalty: 4536.317383
	Iteration 19Q: 3 clusters Score -1221537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1221580.000000 Penalty: 4536.317383
	Iteration 20F: 3 clusters Score -1221580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1221635.125000 Penalty: 4536.317383
	Iteration 21Q: 3 clusters Score -1221635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1221683.875000 Penalty: 4536.317383
	Iteration 22Q: 3 clusters Score -1221684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1221749.250000 Penalty: 4536.317383
	Iteration 23Q: 3 clusters Score -1221749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1221810.750000 Penalty: 4536.317383
	Iteration 24Q: 3 clusters Score -1221811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1221893.375000 Penalty: 4536.317383
	Iteration 25Q: 3 clusters Score -1221893 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1221993.250000 Penalty: 4536.317383
	Iteration 26Q: 3 clusters Score -1221993 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1222115.125000 Penalty: 4536.317383
	Iteration 27Q: 3 clusters Score -1222115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1222228.375000 Penalty: 4536.317383
	Iteration 28Q: 3 clusters Score -1222228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1222327.125000 Penalty: 4536.317383
	Iteration 29Q: 3 clusters Score -1222327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1222405.875000 Penalty: 4536.317383
	Iteration 30Q: 3 clusters Score -1222406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1222472.125000 Penalty: 4536.317383
	Iteration 31Q: 3 clusters Score -1222472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1222518.375000 Penalty: 4536.317383
	Iteration 32Q: 3 clusters Score -1222518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1222568.375000 Penalty: 4536.317383
	Iteration 33Q: 3 clusters Score -1222568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1222600.750000 Penalty: 4536.317383
	Iteration 34Q: 3 clusters Score -1222601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1222624.500000 Penalty: 4536.317383
	Iteration 35Q: 3 clusters Score -1222624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1222644.250000 Penalty: 4536.317383
	Iteration 36Q: 3 clusters Score -1222644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1222663.250000 Penalty: 4536.317383
	Iteration 37Q: 3 clusters Score -1222663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1222673.750000 Penalty: 4536.317383
	Iteration 38Q: 3 clusters Score -1222674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1222682.375000 Penalty: 4536.317383
	Iteration 39Q: 3 clusters Score -1222682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1222691.000000 Penalty: 4536.317383
	Iteration 40F: 3 clusters Score -1222691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1222693.250000 Penalty: 4536.317383
	Iteration 41Q: 3 clusters Score -1222693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1222698.125000 Penalty: 4536.317383
	Iteration 42Q: 3 clusters Score -1222698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1222702.250000 Penalty: 4536.317383
	Iteration 43Q: 3 clusters Score -1222702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1222702.250000 Penalty: 4536.317383
	Iteration 44Q: 3 clusters Score -1222702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1222701.750000 Penalty: 4536.317383
	Iteration 45Q: 3 clusters Score -1222702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1222702.250000 Penalty: 4536.317383
	Iteration 46Q: 3 clusters Score -1222702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1222704.500000 Penalty: 4536.317383
	Iteration 47Q: 3 clusters Score -1222704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1222706.000000 Penalty: 4536.317383
	Iteration 48Q: 3 clusters Score -1222706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1222706.250000 Penalty: 4536.317383
	Iteration 49Q: 3 clusters Score -1222706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1222707.750000 Penalty: 4536.317383
	Iteration 50Q: 3 clusters Score -1222708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1222706.625000 Penalty: 4536.317383
	Iteration 51Q: 3 clusters Score -1222707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1222706.625000 Penalty: 4536.317383
	Iteration 52F: 3 clusters Score -1222707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 230095 members 
Mstep: Class 7 contains 66793 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 100323 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 140808 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28506 members 
Mstep: Class 14 contains 119761 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96081 members 
Mstep: Class 21 contains 15656 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132457 members 
Mstep: Class 26 contains 71861 members 
Mstep: Class 27 contains 17273 members 
Mstep: Class 28 contains 21765 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 9305 members 
Mstep: Class 31 contains 18406 members 
Mstep: Class 32 contains 79026 members 
Mstep: Class 33 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124688.000000 Penalty: 115847.835938
Iteration 279Q: 34 clusters Score -1.811247e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 229878 members 
Mstep: Class 7 contains 66788 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 100245 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 140596 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 120346 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96078 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132424 members 
Mstep: Class 26 contains 71847 members 
Mstep: Class 27 contains 17275 members 
Mstep: Class 28 contains 21763 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 9287 members 
Mstep: Class 31 contains 18408 members 
Mstep: Class 32 contains 78999 members 
Mstep: Class 33 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124672.000000 Penalty: 115847.835938
Iteration 280F: 34 clusters Score -1.811247e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127337 members 
Mstep: Class 6 contains 229660 members 
Mstep: Class 7 contains 66776 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 100150 members 
Mstep: Class 10 contains 21964 members 
Mstep: Class 11 contains 140345 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 120964 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96080 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132396 members 
Mstep: Class 26 contains 71837 members 
Mstep: Class 27 contains 17276 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 9270 members 
Mstep: Class 31 contains 18413 members 
Mstep: Class 32 contains 78996 members 
Mstep: Class 33 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124800.000000 Penalty: 115847.835938
Iteration 281Q: 34 clusters Score -1.811248e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 19475 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127334 members 
Mstep: Class 6 contains 229432 members 
Mstep: Class 7 contains 66764 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 100056 members 
Mstep: Class 10 contains 21966 members 
Mstep: Class 11 contains 139986 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 121689 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7405 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 96075 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132394 members 
Mstep: Class 26 contains 71835 members 
Mstep: Class 27 contains 17271 members 
Mstep: Class 28 contains 21758 members 
Mstep: Class 29 contains 5064 members 
Mstep: Class 30 contains 9263 members 
Mstep: Class 31 contains 18413 members 
Mstep: Class 32 contains 78998 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125168.000000 Penalty: 115847.835938
Iteration 282Q: 34 clusters Score -1.811252e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 229214 members 
Mstep: Class 7 contains 66759 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 99941 members 
Mstep: Class 10 contains 21965 members 
Mstep: Class 11 contains 139588 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28548 members 
Mstep: Class 14 contains 122467 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 96067 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132364 members 
Mstep: Class 26 contains 71825 members 
Mstep: Class 27 contains 17271 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 9258 members 
Mstep: Class 31 contains 18406 members 
Mstep: Class 32 contains 79001 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181124976.000000 Penalty: 115847.835938
Iteration 283Q: 34 clusters Score -1.81125e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 229000 members 
Mstep: Class 7 contains 66751 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 99854 members 
Mstep: Class 10 contains 21967 members 
Mstep: Class 11 contains 139133 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 123319 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 96053 members 
Mstep: Class 21 contains 15645 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132306 members 
Mstep: Class 26 contains 71823 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 21747 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 9245 members 
Mstep: Class 31 contains 18398 members 
Mstep: Class 32 contains 79003 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125392.000000 Penalty: 115847.835938
Iteration 284Q: 34 clusters Score -1.811254e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 19489 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127337 members 
Mstep: Class 6 contains 228786 members 
Mstep: Class 7 contains 66742 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 99753 members 
Mstep: Class 10 contains 21966 members 
Mstep: Class 11 contains 138598 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 28557 members 
Mstep: Class 14 contains 124247 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 96041 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132277 members 
Mstep: Class 26 contains 71824 members 
Mstep: Class 27 contains 17262 members 
Mstep: Class 28 contains 21740 members 
Mstep: Class 29 contains 5061 members 
Mstep: Class 30 contains 9241 members 
Mstep: Class 31 contains 18394 members 
Mstep: Class 32 contains 78980 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125696.000000 Penalty: 115847.835938
Iteration 285Q: 34 clusters Score -1.811257e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 19479 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 228576 members 
Mstep: Class 7 contains 66740 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 99666 members 
Mstep: Class 10 contains 21968 members 
Mstep: Class 11 contains 138003 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28564 members 
Mstep: Class 14 contains 125208 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 96029 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132255 members 
Mstep: Class 26 contains 71825 members 
Mstep: Class 27 contains 17261 members 
Mstep: Class 28 contains 21735 members 
Mstep: Class 29 contains 5061 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 18384 members 
Mstep: Class 32 contains 78968 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125920.000000 Penalty: 115847.835938
Iteration 286Q: 34 clusters Score -1.811259e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 19472 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 228387 members 
Mstep: Class 7 contains 66736 members 
Mstep: Class 8 contains 4580 members 
Mstep: Class 9 contains 99591 members 
Mstep: Class 10 contains 21969 members 
Mstep: Class 11 contains 137290 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 28563 members 
Mstep: Class 14 contains 126237 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 96012 members 
Mstep: Class 21 contains 15640 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132236 members 
Mstep: Class 26 contains 71821 members 
Mstep: Class 27 contains 17256 members 
Mstep: Class 28 contains 21739 members 
Mstep: Class 29 contains 5060 members 
Mstep: Class 30 contains 9241 members 
Mstep: Class 31 contains 18376 members 
Mstep: Class 32 contains 78973 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126048.000000 Penalty: 115847.835938
Iteration 287Q: 34 clusters Score -1.81126e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 228219 members 
Mstep: Class 7 contains 66731 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 99504 members 
Mstep: Class 10 contains 21972 members 
Mstep: Class 11 contains 136469 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 127341 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95989 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3614 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132235 members 
Mstep: Class 26 contains 71817 members 
Mstep: Class 27 contains 17248 members 
Mstep: Class 28 contains 21737 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79001 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126480.000000 Penalty: 115847.835938
Iteration 288Q: 34 clusters Score -1.811265e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 19465 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 228059 members 
Mstep: Class 7 contains 66725 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 99414 members 
Mstep: Class 10 contains 21973 members 
Mstep: Class 11 contains 135605 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28562 members 
Mstep: Class 14 contains 128505 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95968 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132244 members 
Mstep: Class 26 contains 71807 members 
Mstep: Class 27 contains 17243 members 
Mstep: Class 28 contains 21745 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 18353 members 
Mstep: Class 32 contains 79008 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 289Q: 34 clusters Score -1.811269e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 19455 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127345 members 
Mstep: Class 6 contains 227909 members 
Mstep: Class 7 contains 66713 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 99329 members 
Mstep: Class 10 contains 21974 members 
Mstep: Class 11 contains 134631 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 129740 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95953 members 
Mstep: Class 21 contains 15640 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132259 members 
Mstep: Class 26 contains 71803 members 
Mstep: Class 27 contains 17240 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 9241 members 
Mstep: Class 31 contains 18353 members 
Mstep: Class 32 contains 79019 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126672.000000 Penalty: 115847.835938
Iteration 290Q: 34 clusters Score -1.811267e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 127345 members 
Mstep: Class 6 contains 227738 members 
Mstep: Class 7 contains 66710 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 99247 members 
Mstep: Class 10 contains 21975 members 
Mstep: Class 11 contains 133585 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28557 members 
Mstep: Class 14 contains 131050 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95938 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3611 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132293 members 
Mstep: Class 26 contains 71797 members 
Mstep: Class 27 contains 17239 members 
Mstep: Class 28 contains 21746 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 9240 members 
Mstep: Class 31 contains 18352 members 
Mstep: Class 32 contains 79003 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126720.000000 Penalty: 115847.835938
Iteration 291Q: 34 clusters Score -1.811267e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 19477 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127345 members 
Mstep: Class 6 contains 227604 members 
Mstep: Class 7 contains 66701 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 99146 members 
Mstep: Class 10 contains 21975 members 
Mstep: Class 11 contains 132528 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28555 members 
Mstep: Class 14 contains 132341 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95930 members 
Mstep: Class 21 contains 15635 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132356 members 
Mstep: Class 26 contains 71794 members 
Mstep: Class 27 contains 17235 members 
Mstep: Class 28 contains 21743 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 18354 members 
Mstep: Class 32 contains 78968 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 292Q: 34 clusters Score -1.811269e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 227478 members 
Mstep: Class 7 contains 66697 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 99039 members 
Mstep: Class 10 contains 21975 members 
Mstep: Class 11 contains 131455 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 133642 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 95919 members 
Mstep: Class 21 contains 15634 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132386 members 
Mstep: Class 26 contains 71793 members 
Mstep: Class 27 contains 17233 members 
Mstep: Class 28 contains 21731 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 18343 members 
Mstep: Class 32 contains 78969 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126864.000000 Penalty: 115847.835938
Iteration 293Q: 34 clusters Score -1.811269e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 127347 members 
Mstep: Class 6 contains 227399 members 
Mstep: Class 7 contains 66690 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 98940 members 
Mstep: Class 10 contains 21975 members 
Mstep: Class 11 contains 130331 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 134938 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 95910 members 
Mstep: Class 21 contains 15634 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132424 members 
Mstep: Class 26 contains 71785 members 
Mstep: Class 27 contains 17232 members 
Mstep: Class 28 contains 21725 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 9244 members 
Mstep: Class 31 contains 18334 members 
Mstep: Class 32 contains 78979 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 294Q: 34 clusters Score -1.81127e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127350 members 
Mstep: Class 6 contains 227325 members 
Mstep: Class 7 contains 66680 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 98856 members 
Mstep: Class 10 contains 21976 members 
Mstep: Class 11 contains 129200 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 136211 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 95902 members 
Mstep: Class 21 contains 15634 members 
Mstep: Class 22 contains 3608 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132456 members 
Mstep: Class 26 contains 71783 members 
Mstep: Class 27 contains 17228 members 
Mstep: Class 28 contains 21719 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 18329 members 
Mstep: Class 32 contains 78998 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127088.000000 Penalty: 115847.835938
Iteration 295Q: 34 clusters Score -1.811271e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 19497 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127352 members 
Mstep: Class 6 contains 227253 members 
Mstep: Class 7 contains 66671 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 98784 members 
Mstep: Class 10 contains 21977 members 
Mstep: Class 11 contains 128064 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 137435 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 95883 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 3608 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132504 members 
Mstep: Class 26 contains 71784 members 
Mstep: Class 27 contains 17226 members 
Mstep: Class 28 contains 21728 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 9253 members 
Mstep: Class 31 contains 18327 members 
Mstep: Class 32 contains 79019 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127376.000000 Penalty: 115847.835938
Iteration 296Q: 34 clusters Score -1.811274e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 19505 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127352 members 
Mstep: Class 6 contains 227187 members 
Mstep: Class 7 contains 66672 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 98740 members 
Mstep: Class 10 contains 21977 members 
Mstep: Class 11 contains 126945 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28548 members 
Mstep: Class 14 contains 138619 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 95865 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 3606 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132565 members 
Mstep: Class 26 contains 71776 members 
Mstep: Class 27 contains 17224 members 
Mstep: Class 28 contains 21732 members 
Mstep: Class 29 contains 5051 members 
Mstep: Class 30 contains 9256 members 
Mstep: Class 31 contains 18324 members 
Mstep: Class 32 contains 79020 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127552.000000 Penalty: 115847.835938
Iteration 297Q: 34 clusters Score -1.811276e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 19501 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127352 members 
Mstep: Class 6 contains 227115 members 
Mstep: Class 7 contains 66669 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 98699 members 
Mstep: Class 10 contains 21977 members 
Mstep: Class 11 contains 125789 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28548 members 
Mstep: Class 14 contains 139833 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95856 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 3605 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132609 members 
Mstep: Class 26 contains 71774 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21737 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9268 members 
Mstep: Class 31 contains 18320 members 
Mstep: Class 32 contains 79043 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127680.000000 Penalty: 115847.835938
Iteration 298Q: 34 clusters Score -1.811277e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 19503 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127353 members 
Mstep: Class 6 contains 227063 members 
Mstep: Class 7 contains 66665 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 98662 members 
Mstep: Class 10 contains 21978 members 
Mstep: Class 11 contains 124787 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 140884 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95847 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132650 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21741 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9277 members 
Mstep: Class 31 contains 18318 members 
Mstep: Class 32 contains 79047 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127936.000000 Penalty: 115847.835938
Iteration 299Q: 34 clusters Score -1.811279e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127351 members 
Mstep: Class 6 contains 227029 members 
Mstep: Class 7 contains 66664 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 98607 members 
Mstep: Class 10 contains 21979 members 
Mstep: Class 11 contains 123917 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28548 members 
Mstep: Class 14 contains 141814 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95837 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132687 members 
Mstep: Class 26 contains 71769 members 
Mstep: Class 27 contains 17216 members 
Mstep: Class 28 contains 21747 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 18312 members 
Mstep: Class 32 contains 79038 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128032.000000 Penalty: 115847.835938
Iteration 300F: 34 clusters Score -1.81128e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127348 members 
Mstep: Class 6 contains 226994 members 
Mstep: Class 7 contains 66663 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 98563 members 
Mstep: Class 10 contains 21980 members 
Mstep: Class 11 contains 123118 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 142701 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95834 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132689 members 
Mstep: Class 26 contains 71760 members 
Mstep: Class 27 contains 17213 members 
Mstep: Class 28 contains 21744 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9293 members 
Mstep: Class 31 contains 18306 members 
Mstep: Class 32 contains 79041 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128128.000000 Penalty: 115847.835938
Iteration 301Q: 34 clusters Score -1.811281e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9103 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127348 members 
Mstep: Class 6 contains 226966 members 
Mstep: Class 7 contains 66657 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 98514 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 122344 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 143518 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95833 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132734 members 
Mstep: Class 26 contains 71758 members 
Mstep: Class 27 contains 17210 members 
Mstep: Class 28 contains 21736 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9297 members 
Mstep: Class 31 contains 18302 members 
Mstep: Class 32 contains 79050 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128096.000000 Penalty: 115847.835938
Iteration 302Q: 34 clusters Score -1.811281e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127347 members 
Mstep: Class 6 contains 226940 members 
Mstep: Class 7 contains 66660 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 98465 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 121537 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 144311 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95826 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 3602 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132787 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17208 members 
Mstep: Class 28 contains 21743 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9298 members 
Mstep: Class 31 contains 18301 members 
Mstep: Class 32 contains 79087 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128208.000000 Penalty: 115847.835938
Iteration 303Q: 34 clusters Score -1.811282e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 226927 members 
Mstep: Class 7 contains 66657 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 98421 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 120879 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 28554 members 
Mstep: Class 14 contains 144970 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95817 members 
Mstep: Class 21 contains 15635 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132811 members 
Mstep: Class 26 contains 71762 members 
Mstep: Class 27 contains 17207 members 
Mstep: Class 28 contains 21755 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9306 members 
Mstep: Class 31 contains 18301 members 
Mstep: Class 32 contains 79116 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127984.000000 Penalty: 115847.835938
Iteration 304Q: 34 clusters Score -1.81128e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 19506 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 226921 members 
Mstep: Class 7 contains 66657 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 98393 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 120291 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 145562 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95807 members 
Mstep: Class 21 contains 15637 members 
Mstep: Class 22 contains 3599 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132843 members 
Mstep: Class 26 contains 71763 members 
Mstep: Class 27 contains 17204 members 
Mstep: Class 28 contains 21756 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9309 members 
Mstep: Class 31 contains 18296 members 
Mstep: Class 32 contains 79129 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127904.000000 Penalty: 115847.835938
Iteration 305Q: 34 clusters Score -1.811279e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9085 members 
Mstep: Class 3 contains 19503 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 226949 members 
Mstep: Class 7 contains 66656 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 98385 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 119735 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 146062 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95797 members 
Mstep: Class 21 contains 15639 members 
Mstep: Class 22 contains 3598 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132862 members 
Mstep: Class 26 contains 71760 members 
Mstep: Class 27 contains 17198 members 
Mstep: Class 28 contains 21760 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 18291 members 
Mstep: Class 32 contains 79160 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127840.000000 Penalty: 115847.835938
Iteration 306Q: 34 clusters Score -1.811278e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 19497 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 226978 members 
Mstep: Class 7 contains 66659 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 98402 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 119303 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 146423 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95799 members 
Mstep: Class 21 contains 15642 members 
Mstep: Class 22 contains 3598 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132870 members 
Mstep: Class 26 contains 71754 members 
Mstep: Class 27 contains 17193 members 
Mstep: Class 28 contains 21757 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 18283 members 
Mstep: Class 32 contains 79194 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127776.000000 Penalty: 115847.835938
Iteration 307Q: 34 clusters Score -1.811278e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 127346 members 
Mstep: Class 6 contains 226987 members 
Mstep: Class 7 contains 66654 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 98413 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 118982 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 28547 members 
Mstep: Class 14 contains 146720 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95790 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3595 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132879 members 
Mstep: Class 26 contains 71750 members 
Mstep: Class 27 contains 17191 members 
Mstep: Class 28 contains 21747 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 18284 members 
Mstep: Class 32 contains 79225 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127792.000000 Penalty: 115847.835938
Iteration 308Q: 34 clusters Score -1.811278e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 19487 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127345 members 
Mstep: Class 6 contains 227016 members 
Mstep: Class 7 contains 66647 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 98408 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 118695 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 146947 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95776 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3595 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132912 members 
Mstep: Class 26 contains 71749 members 
Mstep: Class 27 contains 17187 members 
Mstep: Class 28 contains 21755 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 9319 members 
Mstep: Class 31 contains 18286 members 
Mstep: Class 32 contains 79249 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127424.000000 Penalty: 115847.835938
Iteration 309Q: 34 clusters Score -1.811274e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 227053 members 
Mstep: Class 7 contains 66645 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 98422 members 
Mstep: Class 10 contains 21981 members 
Mstep: Class 11 contains 118429 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 147119 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95759 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132942 members 
Mstep: Class 26 contains 71748 members 
Mstep: Class 27 contains 17185 members 
Mstep: Class 28 contains 21755 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18290 members 
Mstep: Class 32 contains 79276 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127168.000000 Penalty: 115847.835938
Iteration 310Q: 34 clusters Score -1.811272e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9069 members 
Mstep: Class 3 contains 19483 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 227123 members 
Mstep: Class 7 contains 66640 members 
Mstep: Class 8 contains 4607 members 
Mstep: Class 9 contains 98412 members 
Mstep: Class 10 contains 21983 members 
Mstep: Class 11 contains 118211 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 147257 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95745 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132961 members 
Mstep: Class 26 contains 71745 members 
Mstep: Class 27 contains 17187 members 
Mstep: Class 28 contains 21757 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 18293 members 
Mstep: Class 32 contains 79298 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 311Q: 34 clusters Score -1.811271e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 227191 members 
Mstep: Class 7 contains 66640 members 
Mstep: Class 8 contains 4614 members 
Mstep: Class 9 contains 98409 members 
Mstep: Class 10 contains 21985 members 
Mstep: Class 11 contains 118012 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28547 members 
Mstep: Class 14 contains 147378 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 95731 members 
Mstep: Class 21 contains 15640 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132962 members 
Mstep: Class 26 contains 71748 members 
Mstep: Class 27 contains 17186 members 
Mstep: Class 28 contains 21763 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 79312 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127152.000000 Penalty: 115847.835938
Iteration 312Q: 34 clusters Score -1.811272e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 227230 members 
Mstep: Class 7 contains 66641 members 
Mstep: Class 8 contains 4624 members 
Mstep: Class 9 contains 98415 members 
Mstep: Class 10 contains 21987 members 
Mstep: Class 11 contains 117863 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 147458 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95719 members 
Mstep: Class 21 contains 15639 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132971 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17185 members 
Mstep: Class 28 contains 21770 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 9325 members 
Mstep: Class 31 contains 18295 members 
Mstep: Class 32 contains 79316 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 313Q: 34 clusters Score -1.811271e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 19473 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127344 members 
Mstep: Class 6 contains 227275 members 
Mstep: Class 7 contains 66637 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 98438 members 
Mstep: Class 10 contains 21988 members 
Mstep: Class 11 contains 117792 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 147485 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95721 members 
Mstep: Class 21 contains 15639 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132968 members 
Mstep: Class 26 contains 71747 members 
Mstep: Class 27 contains 17185 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 18289 members 
Mstep: Class 32 contains 79319 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126784.000000 Penalty: 115847.835938
Iteration 314Q: 34 clusters Score -1.811268e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 19468 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 227291 members 
Mstep: Class 7 contains 66630 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 98456 members 
Mstep: Class 10 contains 21988 members 
Mstep: Class 11 contains 117771 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 147468 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95721 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132964 members 
Mstep: Class 26 contains 71750 members 
Mstep: Class 27 contains 17183 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18291 members 
Mstep: Class 32 contains 79331 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126800.000000 Penalty: 115847.835938
Iteration 315Q: 34 clusters Score -1.811268e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127342 members 
Mstep: Class 6 contains 227291 members 
Mstep: Class 7 contains 66624 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 98479 members 
Mstep: Class 10 contains 21987 members 
Mstep: Class 11 contains 117832 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 13 contains 28540 members 
Mstep: Class 14 contains 147377 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95720 members 
Mstep: Class 21 contains 15644 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132975 members 
Mstep: Class 26 contains 71752 members 
Mstep: Class 27 contains 17180 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 5041 members 
Mstep: Class 30 contains 9320 members 
Mstep: Class 31 contains 18291 members 
Mstep: Class 32 contains 79341 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126576.000000 Penalty: 115847.835938
Iteration 316Q: 34 clusters Score -1.811266e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127342 members 
Mstep: Class 6 contains 227306 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4645 members 
Mstep: Class 9 contains 98488 members 
Mstep: Class 10 contains 21986 members 
Mstep: Class 11 contains 117948 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 13 contains 28538 members 
Mstep: Class 14 contains 147233 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95719 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132977 members 
Mstep: Class 26 contains 71758 members 
Mstep: Class 27 contains 17177 members 
Mstep: Class 28 contains 21776 members 
Mstep: Class 29 contains 5040 members 
Mstep: Class 30 contains 9318 members 
Mstep: Class 31 contains 18286 members 
Mstep: Class 32 contains 79340 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126416.000000 Penalty: 115847.835938
Iteration 317Q: 34 clusters Score -1.811264e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127342 members 
Mstep: Class 6 contains 227319 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4645 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 21986 members 
Mstep: Class 11 contains 118154 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 28535 members 
Mstep: Class 14 contains 147012 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95719 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132994 members 
Mstep: Class 26 contains 71755 members 
Mstep: Class 27 contains 17172 members 
Mstep: Class 28 contains 21775 members 
Mstep: Class 29 contains 5040 members 
Mstep: Class 30 contains 9319 members 
Mstep: Class 31 contains 18283 members 
Mstep: Class 32 contains 79355 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126272.000000 Penalty: 115847.835938
Iteration 318Q: 34 clusters Score -1.811263e+08 nChanged 1032
Entering ConstructFrom: 
Score: -181126272.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -914588.062500 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -914588.1 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 3790 members 
Entering Unmasked Estep 
Score: -908431.062500 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -908431.1 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -910120.625000 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -910120.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -910495.250000 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -910495.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -910837.062500 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -910837.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -911163.437500 Penalty: 4435.979004
	Iteration 4F: 3 clusters Score -911163.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -911492.750000 Penalty: 4435.979004
	Iteration 5F: 3 clusters Score -911492.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -911832.250000 Penalty: 4435.979004
	Iteration 6F: 3 clusters Score -911832.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -912086.437500 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -912086.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -912294.562500 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -912294.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -912480.250000 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -912480.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -912634.750000 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -912634.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -912761.000000 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -912761 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -912863.687500 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -912863.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -912945.375000 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -912945.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -913004.625000 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -913004.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -913050.125000 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -913050.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -913097.750000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -913097.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -913138.875000 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -913138.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -913166.937500 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -913166.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -913192.750000 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -913192.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -913217.937500 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -913217.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -913239.562500 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -913239.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -913257.500000 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -913257.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -913270.687500 Penalty: 4435.979004
	Iteration 23Q: 3 clusters Score -913270.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -913288.812500 Penalty: 4435.979004
	Iteration 24Q: 3 clusters Score -913288.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -913309.437500 Penalty: 4435.979004
	Iteration 25Q: 3 clusters Score -913309.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -913324.875000 Penalty: 4435.979004
	Iteration 26Q: 3 clusters Score -913324.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -913344.812500 Penalty: 4435.979004
	Iteration 27Q: 3 clusters Score -913344.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -913362.250000 Penalty: 4435.979004
	Iteration 28Q: 3 clusters Score -913362.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -913373.687500 Penalty: 4435.979004
	Iteration 29Q: 3 clusters Score -913373.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -913385.687500 Penalty: 4435.979004
	Iteration 30Q: 3 clusters Score -913385.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -913397.937500 Penalty: 4435.979004
	Iteration 31Q: 3 clusters Score -913397.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -913421.187500 Penalty: 4435.979004
	Iteration 32Q: 3 clusters Score -913421.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -913446.500000 Penalty: 4435.979004
	Iteration 33Q: 3 clusters Score -913446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -913460.937500 Penalty: 4435.979004
	Iteration 34Q: 3 clusters Score -913460.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -913478.812500 Penalty: 4435.979004
	Iteration 35Q: 3 clusters Score -913478.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -913495.000000 Penalty: 4435.979004
	Iteration 36Q: 3 clusters Score -913495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -913511.250000 Penalty: 4435.979004
	Iteration 37Q: 3 clusters Score -913511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -913520.875000 Penalty: 4435.979004
	Iteration 38Q: 3 clusters Score -913520.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -913535.812500 Penalty: 4435.979004
	Iteration 39Q: 3 clusters Score -913535.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -913551.437500 Penalty: 4435.979004
	Iteration 40F: 3 clusters Score -913551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -913558.875000 Penalty: 4435.979004
	Iteration 41Q: 3 clusters Score -913558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -913565.375000 Penalty: 4435.979004
	Iteration 42Q: 3 clusters Score -913565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -913574.937500 Penalty: 4435.979004
	Iteration 43Q: 3 clusters Score -913574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -913578.500000 Penalty: 4435.979004
	Iteration 44Q: 3 clusters Score -913578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -913581.125000 Penalty: 4435.979004
	Iteration 45Q: 3 clusters Score -913581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -913583.687500 Penalty: 4435.979004
	Iteration 46Q: 3 clusters Score -913583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -913586.500000 Penalty: 4435.979004
	Iteration 47Q: 3 clusters Score -913586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -913587.937500 Penalty: 4435.979004
	Iteration 48Q: 3 clusters Score -913587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -913588.750000 Penalty: 4435.979004
	Iteration 49Q: 3 clusters Score -913588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -913589.562500 Penalty: 4435.979004
	Iteration 50Q: 3 clusters Score -913589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -913590.562500 Penalty: 4435.979004
	Iteration 51Q: 3 clusters Score -913590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -913591.250000 Penalty: 4435.979004
	Iteration 52Q: 3 clusters Score -913591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -913590.375000 Penalty: 4435.979004
	Iteration 53Q: 3 clusters Score -913590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -913590.375000 Penalty: 4435.979004
	Iteration 54F: 3 clusters Score -913590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -1113741.125000 Penalty: 2259.381592
	Iteration 0F: 2 clusters Score -1113741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1106686.250000 Penalty: 4518.763184
	Iteration 0F: 3 clusters Score -1106686 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1108934.250000 Penalty: 4518.763184
	Iteration 1F: 3 clusters Score -1108934 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1109485.625000 Penalty: 4518.763184
	Iteration 2F: 3 clusters Score -1109486 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1110003.500000 Penalty: 4518.763184
	Iteration 3F: 3 clusters Score -1110004 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1110549.500000 Penalty: 4518.763184
	Iteration 4F: 3 clusters Score -1110550 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1111022.125000 Penalty: 4518.763184
	Iteration 5F: 3 clusters Score -1111022 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1111395.750000 Penalty: 4518.763184
	Iteration 6F: 3 clusters Score -1111396 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1111643.125000 Penalty: 4518.763184
	Iteration 7Q: 3 clusters Score -1111643 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1111845.375000 Penalty: 4518.763184
	Iteration 8Q: 3 clusters Score -1111845 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1112018.500000 Penalty: 4518.763184
	Iteration 9Q: 3 clusters Score -1112018 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1112195.500000 Penalty: 4518.763184
	Iteration 10Q: 3 clusters Score -1112196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1112411.625000 Penalty: 4518.763184
	Iteration 11Q: 3 clusters Score -1112412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1112647.625000 Penalty: 4518.763184
	Iteration 12Q: 3 clusters Score -1112648 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1112809.250000 Penalty: 4518.763184
	Iteration 13Q: 3 clusters Score -1112809 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1112948.125000 Penalty: 4518.763184
	Iteration 14Q: 3 clusters Score -1112948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1113069.125000 Penalty: 4518.763184
	Iteration 15Q: 3 clusters Score -1113069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1113164.625000 Penalty: 4518.763184
	Iteration 16Q: 3 clusters Score -1113165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1113207.375000 Penalty: 4518.763184
	Iteration 17Q: 3 clusters Score -1113207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1113244.625000 Penalty: 4518.763184
	Iteration 18Q: 3 clusters Score -1113245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1113266.500000 Penalty: 4518.763184
	Iteration 19Q: 3 clusters Score -1113266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1113287.250000 Penalty: 4518.763184
	Iteration 20F: 3 clusters Score -1113287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1113298.250000 Penalty: 4518.763184
	Iteration 21Q: 3 clusters Score -1113298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1113309.250000 Penalty: 4518.763184
	Iteration 22Q: 3 clusters Score -1113309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1113314.125000 Penalty: 4518.763184
	Iteration 23Q: 3 clusters Score -1113314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1113319.375000 Penalty: 4518.763184
	Iteration 24Q: 3 clusters Score -1113319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1113323.250000 Penalty: 4518.763184
	Iteration 25Q: 3 clusters Score -1113323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1113326.000000 Penalty: 4518.763184
	Iteration 26Q: 3 clusters Score -1113326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1113329.125000 Penalty: 4518.763184
	Iteration 27Q: 3 clusters Score -1113329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1113327.500000 Penalty: 4518.763184
	Iteration 28Q: 3 clusters Score -1113328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1113327.375000 Penalty: 4518.763184
	Iteration 29Q: 3 clusters Score -1113327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1113326.625000 Penalty: 4518.763184
	Iteration 30Q: 3 clusters Score -1113327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1113326.875000 Penalty: 4518.763184
	Iteration 31Q: 3 clusters Score -1113327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1113327.750000 Penalty: 4518.763184
	Iteration 32Q: 3 clusters Score -1113328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1113328.500000 Penalty: 4518.763184
	Iteration 33Q: 3 clusters Score -1113328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1113328.500000 Penalty: 4518.763184
	Iteration 34F: 3 clusters Score -1113328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Entering Unmasked Estep 
Score: -2629624.750000 Penalty: 2449.276855
	Iteration 0F: 2 clusters Score -2629625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2615959.500000 Penalty: 4898.553711
	Iteration 0F: 3 clusters Score -2615960 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2620642.500000 Penalty: 4898.553711
	Iteration 1F: 3 clusters Score -2620642 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2620968.750000 Penalty: 4898.553711
	Iteration 2F: 3 clusters Score -2620969 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2621262.250000 Penalty: 4898.553711
	Iteration 3Q: 3 clusters Score -2621262 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2621528.250000 Penalty: 4898.553711
	Iteration 4Q: 3 clusters Score -2621528 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2621828.750000 Penalty: 4898.553711
	Iteration 5Q: 3 clusters Score -2621829 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2622189.000000 Penalty: 4898.553711
	Iteration 6Q: 3 clusters Score -2622189 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2622639.000000 Penalty: 4898.553711
	Iteration 7Q: 3 clusters Score -2622639 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2623205.750000 Penalty: 4898.553711
	Iteration 8Q: 3 clusters Score -2623206 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2623898.000000 Penalty: 4898.553711
	Iteration 9F: 3 clusters Score -2623898 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2624686.500000 Penalty: 4898.553711
	Iteration 10F: 3 clusters Score -2624686 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2625498.000000 Penalty: 4898.553711
	Iteration 11Q: 3 clusters Score -2625498 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2626223.500000 Penalty: 4898.553711
	Iteration 12Q: 3 clusters Score -2626224 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2626733.250000 Penalty: 4898.553711
	Iteration 13Q: 3 clusters Score -2626733 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2627054.750000 Penalty: 4898.553711
	Iteration 14Q: 3 clusters Score -2627055 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2627242.250000 Penalty: 4898.553711
	Iteration 15Q: 3 clusters Score -2627242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2627347.000000 Penalty: 4898.553711
	Iteration 16Q: 3 clusters Score -2627347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2627383.250000 Penalty: 4898.553711
	Iteration 17Q: 3 clusters Score -2627383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2627413.750000 Penalty: 4898.553711
	Iteration 18Q: 3 clusters Score -2627414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2627442.000000 Penalty: 4898.553711
	Iteration 19Q: 3 clusters Score -2627442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2627464.500000 Penalty: 4898.553711
	Iteration 20F: 3 clusters Score -2627464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2627483.500000 Penalty: 4898.553711
	Iteration 21Q: 3 clusters Score -2627484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2627488.250000 Penalty: 4898.553711
	Iteration 22Q: 3 clusters Score -2627488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2627496.000000 Penalty: 4898.553711
	Iteration 23Q: 3 clusters Score -2627496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2627499.750000 Penalty: 4898.553711
	Iteration 24Q: 3 clusters Score -2627500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2627503.750000 Penalty: 4898.553711
	Iteration 25Q: 3 clusters Score -2627504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2627503.750000 Penalty: 4898.553711
	Iteration 26F: 3 clusters Score -2627504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -605748.687500 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -605748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -601318.437500 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -601318.4 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -602322.750000 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -602322.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -602515.750000 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -602515.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -602646.500000 Penalty: 4209.624512
	Iteration 3Q: 3 clusters Score -602646.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -602747.687500 Penalty: 4209.624512
	Iteration 4Q: 3 clusters Score -602747.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -602821.062500 Penalty: 4209.624512
	Iteration 5Q: 3 clusters Score -602821.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -602892.062500 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -602892.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -602965.687500 Penalty: 4209.624512
	Iteration 7Q: 3 clusters Score -602965.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -603022.000000 Penalty: 4209.624512
	Iteration 8Q: 3 clusters Score -603022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -603076.500000 Penalty: 4209.624512
	Iteration 9Q: 3 clusters Score -603076.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -603137.687500 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -603137.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -603205.812500 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -603205.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -603264.062500 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -603264.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -603315.937500 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -603315.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -603370.687500 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -603370.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -603426.687500 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -603426.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -603475.187500 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -603475.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -603517.437500 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -603517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -603548.875000 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -603548.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -603573.250000 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -603573.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -603594.437500 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -603594.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -603610.375000 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -603610.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -603624.875000 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -603624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -603634.375000 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -603634.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -603645.375000 Penalty: 4209.624512
	Iteration 24Q: 3 clusters Score -603645.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -603657.625000 Penalty: 4209.624512
	Iteration 25Q: 3 clusters Score -603657.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -603670.187500 Penalty: 4209.624512
	Iteration 26Q: 3 clusters Score -603670.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -603686.000000 Penalty: 4209.624512
	Iteration 27Q: 3 clusters Score -603686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -603695.000000 Penalty: 4209.624512
	Iteration 28Q: 3 clusters Score -603695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -603703.187500 Penalty: 4209.624512
	Iteration 29Q: 3 clusters Score -603703.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -603711.562500 Penalty: 4209.624512
	Iteration 30Q: 3 clusters Score -603711.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -603717.562500 Penalty: 4209.624512
	Iteration 31Q: 3 clusters Score -603717.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -603722.125000 Penalty: 4209.624512
	Iteration 32Q: 3 clusters Score -603722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -603727.000000 Penalty: 4209.624512
	Iteration 33Q: 3 clusters Score -603727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -603732.437500 Penalty: 4209.624512
	Iteration 34Q: 3 clusters Score -603732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -603738.000000 Penalty: 4209.624512
	Iteration 35Q: 3 clusters Score -603738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -603744.937500 Penalty: 4209.624512
	Iteration 36Q: 3 clusters Score -603744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -603749.187500 Penalty: 4209.624512
	Iteration 37Q: 3 clusters Score -603749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -603752.000000 Penalty: 4209.624512
	Iteration 38Q: 3 clusters Score -603752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -603759.250000 Penalty: 4209.624512
	Iteration 39Q: 3 clusters Score -603759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -603764.437500 Penalty: 4209.624512
	Iteration 40F: 3 clusters Score -603764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -603765.750000 Penalty: 4209.624512
	Iteration 41Q: 3 clusters Score -603765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -603767.500000 Penalty: 4209.624512
	Iteration 42Q: 3 clusters Score -603767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -603769.562500 Penalty: 4209.624512
	Iteration 43Q: 3 clusters Score -603769.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -603770.562500 Penalty: 4209.624512
	Iteration 44Q: 3 clusters Score -603770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -603773.125000 Penalty: 4209.624512
	Iteration 45Q: 3 clusters Score -603773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -603777.375000 Penalty: 4209.624512
	Iteration 46Q: 3 clusters Score -603777.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -603781.812500 Penalty: 4209.624512
	Iteration 47Q: 3 clusters Score -603781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -603787.250000 Penalty: 4209.624512
	Iteration 48Q: 3 clusters Score -603787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -603794.000000 Penalty: 4209.624512
	Iteration 49Q: 3 clusters Score -603794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -603802.750000 Penalty: 4209.624512
	Iteration 50Q: 3 clusters Score -603802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -603812.250000 Penalty: 4209.624512
	Iteration 51Q: 3 clusters Score -603812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -603818.750000 Penalty: 4209.624512
	Iteration 52Q: 3 clusters Score -603818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -603828.812500 Penalty: 4209.624512
	Iteration 53Q: 3 clusters Score -603828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -603835.437500 Penalty: 4209.624512
	Iteration 54Q: 3 clusters Score -603835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -603841.750000 Penalty: 4209.624512
	Iteration 55Q: 3 clusters Score -603841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -603845.812500 Penalty: 4209.624512
	Iteration 56Q: 3 clusters Score -603845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -603848.437500 Penalty: 4209.624512
	Iteration 57Q: 3 clusters Score -603848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -603852.687500 Penalty: 4209.624512
	Iteration 58Q: 3 clusters Score -603852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -603854.687500 Penalty: 4209.624512
	Iteration 59Q: 3 clusters Score -603854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -603858.000000 Penalty: 4209.624512
	Iteration 60F: 3 clusters Score -603858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -603857.812500 Penalty: 4209.624512
	Iteration 61Q: 3 clusters Score -603857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -603860.812500 Penalty: 4209.624512
	Iteration 62Q: 3 clusters Score -603860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -603861.187500 Penalty: 4209.624512
	Iteration 63Q: 3 clusters Score -603861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -603864.000000 Penalty: 4209.624512
	Iteration 64Q: 3 clusters Score -603864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -603866.687500 Penalty: 4209.624512
	Iteration 65Q: 3 clusters Score -603866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -603868.625000 Penalty: 4209.624512
	Iteration 66Q: 3 clusters Score -603868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -603870.875000 Penalty: 4209.624512
	Iteration 67Q: 3 clusters Score -603870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -603871.750000 Penalty: 4209.624512
	Iteration 68Q: 3 clusters Score -603871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -603875.562500 Penalty: 4209.624512
	Iteration 69Q: 3 clusters Score -603875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -603879.375000 Penalty: 4209.624512
	Iteration 70Q: 3 clusters Score -603879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -603881.562500 Penalty: 4209.624512
	Iteration 71Q: 3 clusters Score -603881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -603881.937500 Penalty: 4209.624512
	Iteration 72Q: 3 clusters Score -603881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -603885.500000 Penalty: 4209.624512
	Iteration 73Q: 3 clusters Score -603885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -603885.250000 Penalty: 4209.624512
	Iteration 74Q: 3 clusters Score -603885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -603885.250000 Penalty: 4209.624512
	Iteration 75F: 3 clusters Score -603885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Entering Unmasked Estep 
Score: -16754118.000000 Penalty: 2915.144775
	Iteration 0F: 2 clusters Score -1.675412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -16669452.000000 Penalty: 5830.289551
	Iteration 0F: 3 clusters Score -1.666945e+07 nChanged 60620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -16704867.000000 Penalty: 5830.289551
	Iteration 1F: 3 clusters Score -1.670487e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -16705887.000000 Penalty: 5830.289551
	Iteration 2Q: 3 clusters Score -1.670589e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -16707002.000000 Penalty: 5830.289551
	Iteration 3Q: 3 clusters Score -1.6707e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -16708592.000000 Penalty: 5830.289551
	Iteration 4Q: 3 clusters Score -1.670859e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -16710898.000000 Penalty: 5830.289551
	Iteration 5Q: 3 clusters Score -1.67109e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -16714056.000000 Penalty: 5830.289551
	Iteration 6Q: 3 clusters Score -1.671406e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -16718491.000000 Penalty: 5830.289551
	Iteration 7F: 3 clusters Score -1.671849e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -16724042.000000 Penalty: 5830.289551
	Iteration 8F: 3 clusters Score -1.672404e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -16730340.000000 Penalty: 5830.289551
	Iteration 9F: 3 clusters Score -1.673034e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -16735993.000000 Penalty: 5830.289551
	Iteration 10F: 3 clusters Score -1.673599e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -16740717.000000 Penalty: 5830.289551
	Iteration 11F: 3 clusters Score -1.674072e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -16744663.000000 Penalty: 5830.289551
	Iteration 12Q: 3 clusters Score -1.674466e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -16747340.000000 Penalty: 5830.289551
	Iteration 13Q: 3 clusters Score -1.674734e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -16749118.000000 Penalty: 5830.289551
	Iteration 14Q: 3 clusters Score -1.674912e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16750231.000000 Penalty: 5830.289551
	Iteration 15Q: 3 clusters Score -1.675023e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125588 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16750793.000000 Penalty: 5830.289551
	Iteration 16Q: 3 clusters Score -1.675079e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126029 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16751091.000000 Penalty: 5830.289551
	Iteration 17Q: 3 clusters Score -1.675109e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16751292.000000 Penalty: 5830.289551
	Iteration 18Q: 3 clusters Score -1.675129e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16751397.000000 Penalty: 5830.289551
	Iteration 19Q: 3 clusters Score -1.67514e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16751477.000000 Penalty: 5830.289551
	Iteration 20F: 3 clusters Score -1.675148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16751544.000000 Penalty: 5830.289551
	Iteration 21Q: 3 clusters Score -1.675154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16751553.000000 Penalty: 5830.289551
	Iteration 22Q: 3 clusters Score -1.675155e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16751573.000000 Penalty: 5830.289551
	Iteration 23Q: 3 clusters Score -1.675157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16751593.000000 Penalty: 5830.289551
	Iteration 24Q: 3 clusters Score -1.675159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16751599.000000 Penalty: 5830.289551
	Iteration 25Q: 3 clusters Score -1.67516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16751622.000000 Penalty: 5830.289551
	Iteration 26Q: 3 clusters Score -1.675162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16751612.000000 Penalty: 5830.289551
	Iteration 27Q: 3 clusters Score -1.675161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16751633.000000 Penalty: 5830.289551
	Iteration 28Q: 3 clusters Score -1.675163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16751656.000000 Penalty: 5830.289551
	Iteration 29Q: 3 clusters Score -1.675166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126726 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16751675.000000 Penalty: 5830.289551
	Iteration 30Q: 3 clusters Score -1.675168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16751669.000000 Penalty: 5830.289551
	Iteration 31Q: 3 clusters Score -1.675167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -16751672.000000 Penalty: 5830.289551
	Iteration 32Q: 3 clusters Score -1.675167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126731 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16751678.000000 Penalty: 5830.289551
	Iteration 33Q: 3 clusters Score -1.675168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16751676.000000 Penalty: 5830.289551
	Iteration 34Q: 3 clusters Score -1.675168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16751692.000000 Penalty: 5830.289551
	Iteration 35Q: 3 clusters Score -1.675169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126737 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16751687.000000 Penalty: 5830.289551
	Iteration 36Q: 3 clusters Score -1.675169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16751692.000000 Penalty: 5830.289551
	Iteration 37Q: 3 clusters Score -1.675169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16751699.000000 Penalty: 5830.289551
	Iteration 38Q: 3 clusters Score -1.67517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16751696.000000 Penalty: 5830.289551
	Iteration 39Q: 3 clusters Score -1.67517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16751700.000000 Penalty: 5830.289551
	Iteration 40F: 3 clusters Score -1.67517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16751697.000000 Penalty: 5830.289551
	Iteration 41Q: 3 clusters Score -1.67517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16751694.000000 Penalty: 5830.289551
	Iteration 42Q: 3 clusters Score -1.675169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16751697.000000 Penalty: 5830.289551
	Iteration 43Q: 3 clusters Score -1.67517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16751700.000000 Penalty: 5830.289551
	Iteration 44Q: 3 clusters Score -1.67517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16751705.000000 Penalty: 5830.289551
	Iteration 45Q: 3 clusters Score -1.67517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16751709.000000 Penalty: 5830.289551
	Iteration 46Q: 3 clusters Score -1.675171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16751710.000000 Penalty: 5830.289551
	Iteration 47Q: 3 clusters Score -1.675171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16751715.000000 Penalty: 5830.289551
	Iteration 48Q: 3 clusters Score -1.675172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16751705.000000 Penalty: 5830.289551
	Iteration 49Q: 3 clusters Score -1.67517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16751701.000000 Penalty: 5830.289551
	Iteration 50Q: 3 clusters Score -1.67517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16751716.000000 Penalty: 5830.289551
	Iteration 51Q: 3 clusters Score -1.675172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16751716.000000 Penalty: 5830.289551
	Iteration 52F: 3 clusters Score -1.675172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227354 members 
Entering Unmasked Estep 
Score: -30397920.000000 Penalty: 3058.897461
	Iteration 0F: 2 clusters Score -3.039792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -30259220.000000 Penalty: 6117.794922
	Iteration 0F: 3 clusters Score -3.025922e+07 nChanged 109716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -30324228.000000 Penalty: 6117.794922
	Iteration 1F: 3 clusters Score -3.032423e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -30325840.000000 Penalty: 6117.794922
	Iteration 2Q: 3 clusters Score -3.032584e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -30327974.000000 Penalty: 6117.794922
	Iteration 3Q: 3 clusters Score -3.032797e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130017 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -30330738.000000 Penalty: 6117.794922
	Iteration 4Q: 3 clusters Score -3.033074e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -30335398.000000 Penalty: 6117.794922
	Iteration 5Q: 3 clusters Score -3.03354e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -30342928.000000 Penalty: 6117.794922
	Iteration 6F: 3 clusters Score -3.034293e+07 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -30354312.000000 Penalty: 6117.794922
	Iteration 7F: 3 clusters Score -3.035431e+07 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182264 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -30368040.000000 Penalty: 6117.794922
	Iteration 8F: 3 clusters Score -3.036804e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196972 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -30379292.000000 Penalty: 6117.794922
	Iteration 9F: 3 clusters Score -3.037929e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -30386292.000000 Penalty: 6117.794922
	Iteration 10Q: 3 clusters Score -3.038629e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214287 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -30390330.000000 Penalty: 6117.794922
	Iteration 11Q: 3 clusters Score -3.039033e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218720 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -30392706.000000 Penalty: 6117.794922
	Iteration 12Q: 3 clusters Score -3.039271e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221517 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -30393982.000000 Penalty: 6117.794922
	Iteration 13Q: 3 clusters Score -3.039398e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223302 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -30395090.000000 Penalty: 6117.794922
	Iteration 14Q: 3 clusters Score -3.039509e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224332 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -30395694.000000 Penalty: 6117.794922
	Iteration 15Q: 3 clusters Score -3.039569e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224886 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -30396074.000000 Penalty: 6117.794922
	Iteration 16Q: 3 clusters Score -3.039607e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225171 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -30396350.000000 Penalty: 6117.794922
	Iteration 17Q: 3 clusters Score -3.039635e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225325 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -30396566.000000 Penalty: 6117.794922
	Iteration 18Q: 3 clusters Score -3.039657e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225380 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -30396760.000000 Penalty: 6117.794922
	Iteration 19Q: 3 clusters Score -3.039676e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225404 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -30396868.000000 Penalty: 6117.794922
	Iteration 20F: 3 clusters Score -3.039687e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225410 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -30396944.000000 Penalty: 6117.794922
	Iteration 21Q: 3 clusters Score -3.039694e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225396 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -30397028.000000 Penalty: 6117.794922
	Iteration 22Q: 3 clusters Score -3.039703e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225371 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -30397086.000000 Penalty: 6117.794922
	Iteration 23Q: 3 clusters Score -3.039709e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225346 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -30397120.000000 Penalty: 6117.794922
	Iteration 24Q: 3 clusters Score -3.039712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225317 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -30397186.000000 Penalty: 6117.794922
	Iteration 25Q: 3 clusters Score -3.039719e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225317 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -30397166.000000 Penalty: 6117.794922
	Iteration 26Q: 3 clusters Score -3.039717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225313 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -30397182.000000 Penalty: 6117.794922
	Iteration 27Q: 3 clusters Score -3.039718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225313 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -30397194.000000 Penalty: 6117.794922
	Iteration 28Q: 3 clusters Score -3.039719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225304 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -30397234.000000 Penalty: 6117.794922
	Iteration 29Q: 3 clusters Score -3.039723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225291 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -30397222.000000 Penalty: 6117.794922
	Iteration 30Q: 3 clusters Score -3.039722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225292 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -30397234.000000 Penalty: 6117.794922
	Iteration 31Q: 3 clusters Score -3.039723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225288 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -30397214.000000 Penalty: 6117.794922
	Iteration 32Q: 3 clusters Score -3.039721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225285 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -30397226.000000 Penalty: 6117.794922
	Iteration 33Q: 3 clusters Score -3.039723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225281 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -30397228.000000 Penalty: 6117.794922
	Iteration 34Q: 3 clusters Score -3.039723e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225275 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -30397284.000000 Penalty: 6117.794922
	Iteration 35Q: 3 clusters Score -3.039728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225275 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -30397288.000000 Penalty: 6117.794922
	Iteration 36Q: 3 clusters Score -3.039729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225262 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -30397288.000000 Penalty: 6117.794922
	Iteration 37Q: 3 clusters Score -3.039729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225253 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -30397322.000000 Penalty: 6117.794922
	Iteration 38Q: 3 clusters Score -3.039732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225252 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -30397336.000000 Penalty: 6117.794922
	Iteration 39Q: 3 clusters Score -3.039734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225253 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -30397320.000000 Penalty: 6117.794922
	Iteration 40F: 3 clusters Score -3.039732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225253 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -30397312.000000 Penalty: 6117.794922
	Iteration 41Q: 3 clusters Score -3.039731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -30397336.000000 Penalty: 6117.794922
	Iteration 42Q: 3 clusters Score -3.039734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225252 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -30397334.000000 Penalty: 6117.794922
	Iteration 43Q: 3 clusters Score -3.039733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -30397342.000000 Penalty: 6117.794922
	Iteration 44Q: 3 clusters Score -3.039734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225248 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -30397342.000000 Penalty: 6117.794922
	Iteration 45Q: 3 clusters Score -3.039734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225247 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -30397340.000000 Penalty: 6117.794922
	Iteration 46Q: 3 clusters Score -3.039734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225246 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -30397350.000000 Penalty: 6117.794922
	Iteration 47Q: 3 clusters Score -3.039735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225246 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -30397336.000000 Penalty: 6117.794922
	Iteration 48Q: 3 clusters Score -3.039734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225246 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -30397348.000000 Penalty: 6117.794922
	Iteration 49Q: 3 clusters Score -3.039735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225245 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -30397342.000000 Penalty: 6117.794922
	Iteration 50Q: 3 clusters Score -3.039734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225244 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -30397334.000000 Penalty: 6117.794922
	Iteration 51Q: 3 clusters Score -3.039733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225244 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -30397334.000000 Penalty: 6117.794922
	Iteration 52F: 3 clusters Score -3.039733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Entering Unmasked Estep 
Score: -8808758.000000 Penalty: 2754.469238
	Iteration 0F: 2 clusters Score -8808758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8764181.000000 Penalty: 5508.938477
	Iteration 0F: 3 clusters Score -8764181 nChanged 31062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8781573.000000 Penalty: 5508.938477
	Iteration 1F: 3 clusters Score -8781573 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -8782609.000000 Penalty: 5508.938477
	Iteration 2Q: 3 clusters Score -8782609 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -8784012.000000 Penalty: 5508.938477
	Iteration 3Q: 3 clusters Score -8784012 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -8786052.000000 Penalty: 5508.938477
	Iteration 4F: 3 clusters Score -8786052 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8788657.000000 Penalty: 5508.938477
	Iteration 5F: 3 clusters Score -8788657 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8791500.000000 Penalty: 5508.938477
	Iteration 6F: 3 clusters Score -8791500 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -8794544.000000 Penalty: 5508.938477
	Iteration 7F: 3 clusters Score -8794544 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -8797384.000000 Penalty: 5508.938477
	Iteration 8F: 3 clusters Score -8797384 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -8800097.000000 Penalty: 5508.938477
	Iteration 9F: 3 clusters Score -8800097 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -8802214.000000 Penalty: 5508.938477
	Iteration 10Q: 3 clusters Score -8802214 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -8803713.000000 Penalty: 5508.938477
	Iteration 11Q: 3 clusters Score -8803713 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -8804655.000000 Penalty: 5508.938477
	Iteration 12Q: 3 clusters Score -8804655 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -8805295.000000 Penalty: 5508.938477
	Iteration 13Q: 3 clusters Score -8805295 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -8805649.000000 Penalty: 5508.938477
	Iteration 14Q: 3 clusters Score -8805649 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -8805917.000000 Penalty: 5508.938477
	Iteration 15Q: 3 clusters Score -8805917 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -8806088.000000 Penalty: 5508.938477
	Iteration 16Q: 3 clusters Score -8806088 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -8806214.000000 Penalty: 5508.938477
	Iteration 17Q: 3 clusters Score -8806214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -8806288.000000 Penalty: 5508.938477
	Iteration 18Q: 3 clusters Score -8806288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -8806337.000000 Penalty: 5508.938477
	Iteration 19Q: 3 clusters Score -8806337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -8806376.000000 Penalty: 5508.938477
	Iteration 20F: 3 clusters Score -8806376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -8806392.000000 Penalty: 5508.938477
	Iteration 21Q: 3 clusters Score -8806392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -8806423.000000 Penalty: 5508.938477
	Iteration 22Q: 3 clusters Score -8806423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -8806445.000000 Penalty: 5508.938477
	Iteration 23Q: 3 clusters Score -8806445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -8806462.000000 Penalty: 5508.938477
	Iteration 24Q: 3 clusters Score -8806462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -8806476.000000 Penalty: 5508.938477
	Iteration 25Q: 3 clusters Score -8806476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -8806488.000000 Penalty: 5508.938477
	Iteration 26Q: 3 clusters Score -8806488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -8806487.000000 Penalty: 5508.938477
	Iteration 27Q: 3 clusters Score -8806487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -8806484.000000 Penalty: 5508.938477
	Iteration 28Q: 3 clusters Score -8806484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -8806493.000000 Penalty: 5508.938477
	Iteration 29Q: 3 clusters Score -8806493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -8806498.000000 Penalty: 5508.938477
	Iteration 30Q: 3 clusters Score -8806498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -8806494.000000 Penalty: 5508.938477
	Iteration 31Q: 3 clusters Score -8806494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -8806501.000000 Penalty: 5508.938477
	Iteration 32Q: 3 clusters Score -8806501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -8806503.000000 Penalty: 5508.938477
	Iteration 33Q: 3 clusters Score -8806503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -8806498.000000 Penalty: 5508.938477
	Iteration 34Q: 3 clusters Score -8806498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -8806501.000000 Penalty: 5508.938477
	Iteration 35Q: 3 clusters Score -8806501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -8806501.000000 Penalty: 5508.938477
	Iteration 36Q: 3 clusters Score -8806501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -8806502.000000 Penalty: 5508.938477
	Iteration 37Q: 3 clusters Score -8806502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -8806504.000000 Penalty: 5508.938477
	Iteration 38Q: 3 clusters Score -8806504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -8806508.000000 Penalty: 5508.938477
	Iteration 39Q: 3 clusters Score -8806508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -8806504.000000 Penalty: 5508.938477
	Iteration 40F: 3 clusters Score -8806504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -8806511.000000 Penalty: 5508.938477
	Iteration 41Q: 3 clusters Score -8806511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -8806514.000000 Penalty: 5508.938477
	Iteration 42Q: 3 clusters Score -8806514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -8806515.000000 Penalty: 5508.938477
	Iteration 43Q: 3 clusters Score -8806515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -8806520.000000 Penalty: 5508.938477
	Iteration 44Q: 3 clusters Score -8806520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -8806522.000000 Penalty: 5508.938477
	Iteration 45Q: 3 clusters Score -8806522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -8806522.000000 Penalty: 5508.938477
	Iteration 46F: 3 clusters Score -8806522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -590905.625000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -590905.6 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 2250 members 
Entering Unmasked Estep 
Score: -586625.375000 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -586625.4 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -587694.375000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -587694.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -587968.937500 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -587968.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -588110.312500 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -588110.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -588200.312500 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -588200.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -588259.562500 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -588259.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -588302.312500 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -588302.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -588337.875000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -588337.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -588369.312500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -588369.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -588386.875000 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -588386.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -588409.437500 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -588409.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -588432.062500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -588432.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -588453.250000 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -588453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -588468.375000 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -588468.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -588486.625000 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -588486.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -588505.687500 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -588505.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -588525.125000 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -588525.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -588543.937500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -588543.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -588557.625000 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -588557.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -588564.812500 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -588564.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -588578.500000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -588578.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -588593.562500 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -588593.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -588606.875000 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -588606.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -588619.625000 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -588619.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -588638.062500 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -588638.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -588653.375000 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -588653.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -588670.625000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -588670.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -588686.187500 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -588686.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -588710.062500 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -588710.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -588735.687500 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -588735.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -588767.625000 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -588767.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -588793.625000 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -588793.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -588816.187500 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -588816.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -588837.187500 Penalty: 4187.892578
	Iteration 33Q: 3 clusters Score -588837.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -588853.562500 Penalty: 4187.892578
	Iteration 34Q: 3 clusters Score -588853.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -588867.687500 Penalty: 4187.892578
	Iteration 35Q: 3 clusters Score -588867.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -588884.625000 Penalty: 4187.892578
	Iteration 36Q: 3 clusters Score -588884.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -588899.562500 Penalty: 4187.892578
	Iteration 37Q: 3 clusters Score -588899.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -588905.750000 Penalty: 4187.892578
	Iteration 38Q: 3 clusters Score -588905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -588916.000000 Penalty: 4187.892578
	Iteration 39Q: 3 clusters Score -588916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -588928.937500 Penalty: 4187.892578
	Iteration 40F: 3 clusters Score -588928.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -588939.500000 Penalty: 4187.892578
	Iteration 41Q: 3 clusters Score -588939.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -588951.437500 Penalty: 4187.892578
	Iteration 42Q: 3 clusters Score -588951.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -588960.687500 Penalty: 4187.892578
	Iteration 43Q: 3 clusters Score -588960.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -588971.187500 Penalty: 4187.892578
	Iteration 44Q: 3 clusters Score -588971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -588979.000000 Penalty: 4187.892578
	Iteration 45Q: 3 clusters Score -588979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -588986.500000 Penalty: 4187.892578
	Iteration 46Q: 3 clusters Score -588986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -588995.312500 Penalty: 4187.892578
	Iteration 47Q: 3 clusters Score -588995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -589001.500000 Penalty: 4187.892578
	Iteration 48Q: 3 clusters Score -589001.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -589007.750000 Penalty: 4187.892578
	Iteration 49Q: 3 clusters Score -589007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -589015.562500 Penalty: 4187.892578
	Iteration 50Q: 3 clusters Score -589015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -589021.000000 Penalty: 4187.892578
	Iteration 51Q: 3 clusters Score -589021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -589025.375000 Penalty: 4187.892578
	Iteration 52Q: 3 clusters Score -589025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -589030.812500 Penalty: 4187.892578
	Iteration 53Q: 3 clusters Score -589030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -589037.187500 Penalty: 4187.892578
	Iteration 54Q: 3 clusters Score -589037.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -589048.187500 Penalty: 4187.892578
	Iteration 55Q: 3 clusters Score -589048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -589056.437500 Penalty: 4187.892578
	Iteration 56Q: 3 clusters Score -589056.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -589061.000000 Penalty: 4187.892578
	Iteration 57Q: 3 clusters Score -589061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -589067.000000 Penalty: 4187.892578
	Iteration 58Q: 3 clusters Score -589067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -589075.125000 Penalty: 4187.892578
	Iteration 59Q: 3 clusters Score -589075.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -589084.687500 Penalty: 4187.892578
	Iteration 60F: 3 clusters Score -589084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -589090.562500 Penalty: 4187.892578
	Iteration 61Q: 3 clusters Score -589090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -589095.437500 Penalty: 4187.892578
	Iteration 62Q: 3 clusters Score -589095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -589103.437500 Penalty: 4187.892578
	Iteration 63Q: 3 clusters Score -589103.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -589113.187500 Penalty: 4187.892578
	Iteration 64Q: 3 clusters Score -589113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -589119.250000 Penalty: 4187.892578
	Iteration 65Q: 3 clusters Score -589119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -589125.062500 Penalty: 4187.892578
	Iteration 66Q: 3 clusters Score -589125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -589126.062500 Penalty: 4187.892578
	Iteration 67Q: 3 clusters Score -589126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -589126.500000 Penalty: 4187.892578
	Iteration 68Q: 3 clusters Score -589126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -589125.937500 Penalty: 4187.892578
	Iteration 69Q: 3 clusters Score -589125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -589127.625000 Penalty: 4187.892578
	Iteration 70Q: 3 clusters Score -589127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -589129.750000 Penalty: 4187.892578
	Iteration 71Q: 3 clusters Score -589129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -589131.000000 Penalty: 4187.892578
	Iteration 72Q: 3 clusters Score -589131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -589133.687500 Penalty: 4187.892578
	Iteration 73Q: 3 clusters Score -589133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -589137.062500 Penalty: 4187.892578
	Iteration 74Q: 3 clusters Score -589137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -589139.437500 Penalty: 4187.892578
	Iteration 75Q: 3 clusters Score -589139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -589142.000000 Penalty: 4187.892578
	Iteration 76Q: 3 clusters Score -589142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -589143.625000 Penalty: 4187.892578
	Iteration 77Q: 3 clusters Score -589143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -589145.187500 Penalty: 4187.892578
	Iteration 78Q: 3 clusters Score -589145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -589146.875000 Penalty: 4187.892578
	Iteration 79Q: 3 clusters Score -589146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -589146.687500 Penalty: 4187.892578
	Iteration 80F: 3 clusters Score -589146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -589148.062500 Penalty: 4187.892578
	Iteration 81Q: 3 clusters Score -589148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -589148.687500 Penalty: 4187.892578
	Iteration 82Q: 3 clusters Score -589148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -589150.937500 Penalty: 4187.892578
	Iteration 83Q: 3 clusters Score -589150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -589151.375000 Penalty: 4187.892578
	Iteration 84Q: 3 clusters Score -589151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -589151.375000 Penalty: 4187.892578
	Iteration 85F: 3 clusters Score -589151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Entering Unmasked Estep 
Score: -13158324.000000 Penalty: 2851.427246
	Iteration 0F: 2 clusters Score -1.315832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -13092479.000000 Penalty: 5702.854492
	Iteration 0F: 3 clusters Score -1.309248e+07 nChanged 46479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -13119159.000000 Penalty: 5702.854492
	Iteration 1F: 3 clusters Score -1.311916e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -13119880.000000 Penalty: 5702.854492
	Iteration 2Q: 3 clusters Score -1.311988e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -13120912.000000 Penalty: 5702.854492
	Iteration 3Q: 3 clusters Score -1.312091e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -13122111.000000 Penalty: 5702.854492
	Iteration 4Q: 3 clusters Score -1.312211e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -13123858.000000 Penalty: 5702.854492
	Iteration 5Q: 3 clusters Score -1.312386e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -13126088.000000 Penalty: 5702.854492
	Iteration 6F: 3 clusters Score -1.312609e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -13129267.000000 Penalty: 5702.854492
	Iteration 7F: 3 clusters Score -1.312927e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -13133508.000000 Penalty: 5702.854492
	Iteration 8F: 3 clusters Score -1.313351e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -13139040.000000 Penalty: 5702.854492
	Iteration 9F: 3 clusters Score -1.313904e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -13144580.000000 Penalty: 5702.854492
	Iteration 10F: 3 clusters Score -1.314458e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -13148023.000000 Penalty: 5702.854492
	Iteration 11Q: 3 clusters Score -1.314802e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -13149471.000000 Penalty: 5702.854492
	Iteration 12Q: 3 clusters Score -1.314947e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -13150285.000000 Penalty: 5702.854492
	Iteration 13Q: 3 clusters Score -1.315028e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -13150867.000000 Penalty: 5702.854492
	Iteration 14Q: 3 clusters Score -1.315087e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -13151358.000000 Penalty: 5702.854492
	Iteration 15Q: 3 clusters Score -1.315136e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -13151824.000000 Penalty: 5702.854492
	Iteration 16Q: 3 clusters Score -1.315182e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -13152367.000000 Penalty: 5702.854492
	Iteration 17Q: 3 clusters Score -1.315237e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -13152676.000000 Penalty: 5702.854492
	Iteration 18Q: 3 clusters Score -1.315268e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -13153017.000000 Penalty: 5702.854492
	Iteration 19Q: 3 clusters Score -1.315302e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -13153350.000000 Penalty: 5702.854492
	Iteration 20F: 3 clusters Score -1.315335e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -13153677.000000 Penalty: 5702.854492
	Iteration 21Q: 3 clusters Score -1.315368e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -13153950.000000 Penalty: 5702.854492
	Iteration 22Q: 3 clusters Score -1.315395e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -13154277.000000 Penalty: 5702.854492
	Iteration 23Q: 3 clusters Score -1.315428e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -13154500.000000 Penalty: 5702.854492
	Iteration 24Q: 3 clusters Score -1.31545e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -13154724.000000 Penalty: 5702.854492
	Iteration 25Q: 3 clusters Score -1.315472e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -13154873.000000 Penalty: 5702.854492
	Iteration 26Q: 3 clusters Score -1.315487e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -13155047.000000 Penalty: 5702.854492
	Iteration 27Q: 3 clusters Score -1.315505e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -13155190.000000 Penalty: 5702.854492
	Iteration 28Q: 3 clusters Score -1.315519e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -13155245.000000 Penalty: 5702.854492
	Iteration 29Q: 3 clusters Score -1.315524e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -13155300.000000 Penalty: 5702.854492
	Iteration 30Q: 3 clusters Score -1.31553e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -13155377.000000 Penalty: 5702.854492
	Iteration 31Q: 3 clusters Score -1.315538e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 95350 members 
Entering Unmasked Estep 
Score: -13155438.000000 Penalty: 5702.854492
	Iteration 32Q: 3 clusters Score -1.315544e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -13155502.000000 Penalty: 5702.854492
	Iteration 33Q: 3 clusters Score -1.31555e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -13155545.000000 Penalty: 5702.854492
	Iteration 34Q: 3 clusters Score -1.315554e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -13155583.000000 Penalty: 5702.854492
	Iteration 35Q: 3 clusters Score -1.315558e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -13155643.000000 Penalty: 5702.854492
	Iteration 36Q: 3 clusters Score -1.315564e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 96168 members 
Entering Unmasked Estep 
Score: -13155721.000000 Penalty: 5702.854492
	Iteration 37Q: 3 clusters Score -1.315572e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -13155738.000000 Penalty: 5702.854492
	Iteration 38Q: 3 clusters Score -1.315574e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -13155756.000000 Penalty: 5702.854492
	Iteration 39Q: 3 clusters Score -1.315576e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -13155790.000000 Penalty: 5702.854492
	Iteration 40F: 3 clusters Score -1.315579e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -13155832.000000 Penalty: 5702.854492
	Iteration 41Q: 3 clusters Score -1.315583e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -13155853.000000 Penalty: 5702.854492
	Iteration 42Q: 3 clusters Score -1.315585e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -13155866.000000 Penalty: 5702.854492
	Iteration 43Q: 3 clusters Score -1.315587e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -13155881.000000 Penalty: 5702.854492
	Iteration 44Q: 3 clusters Score -1.315588e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -13155892.000000 Penalty: 5702.854492
	Iteration 45Q: 3 clusters Score -1.315589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -13155905.000000 Penalty: 5702.854492
	Iteration 46Q: 3 clusters Score -1.31559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -13155913.000000 Penalty: 5702.854492
	Iteration 47Q: 3 clusters Score -1.315591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -13155941.000000 Penalty: 5702.854492
	Iteration 48Q: 3 clusters Score -1.315594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -13155921.000000 Penalty: 5702.854492
	Iteration 49Q: 3 clusters Score -1.315592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -13155927.000000 Penalty: 5702.854492
	Iteration 50Q: 3 clusters Score -1.315593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -13155916.000000 Penalty: 5702.854492
	Iteration 51Q: 3 clusters Score -1.315592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -13155919.000000 Penalty: 5702.854492
	Iteration 52Q: 3 clusters Score -1.315592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -13155914.000000 Penalty: 5702.854492
	Iteration 53Q: 3 clusters Score -1.315591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -13155923.000000 Penalty: 5702.854492
	Iteration 54Q: 3 clusters Score -1.315592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -13155929.000000 Penalty: 5702.854492
	Iteration 55Q: 3 clusters Score -1.315593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -13155927.000000 Penalty: 5702.854492
	Iteration 56Q: 3 clusters Score -1.315593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -13155930.000000 Penalty: 5702.854492
	Iteration 57Q: 3 clusters Score -1.315593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -13155930.000000 Penalty: 5702.854492
	Iteration 58F: 3 clusters Score -1.315593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Entering Unmasked Estep 
Score: -2702193.250000 Penalty: 2479.555420
	Iteration 0F: 2 clusters Score -2702193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2686833.500000 Penalty: 4959.110840
	Iteration 0F: 3 clusters Score -2686834 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2692154.750000 Penalty: 4959.110840
	Iteration 1F: 3 clusters Score -2692155 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2692676.250000 Penalty: 4959.110840
	Iteration 2F: 3 clusters Score -2692676 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2693134.000000 Penalty: 4959.110840
	Iteration 3F: 3 clusters Score -2693134 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2693577.500000 Penalty: 4959.110840
	Iteration 4Q: 3 clusters Score -2693578 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2694017.000000 Penalty: 4959.110840
	Iteration 5Q: 3 clusters Score -2694017 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2694501.750000 Penalty: 4959.110840
	Iteration 6Q: 3 clusters Score -2694502 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2695159.000000 Penalty: 4959.110840
	Iteration 7Q: 3 clusters Score -2695159 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2695904.750000 Penalty: 4959.110840
	Iteration 8F: 3 clusters Score -2695905 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2696684.000000 Penalty: 4959.110840
	Iteration 9Q: 3 clusters Score -2696684 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2697328.000000 Penalty: 4959.110840
	Iteration 10Q: 3 clusters Score -2697328 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2697889.250000 Penalty: 4959.110840
	Iteration 11Q: 3 clusters Score -2697889 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2698254.250000 Penalty: 4959.110840
	Iteration 12Q: 3 clusters Score -2698254 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2698537.750000 Penalty: 4959.110840
	Iteration 13Q: 3 clusters Score -2698538 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2698716.500000 Penalty: 4959.110840
	Iteration 14Q: 3 clusters Score -2698716 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2698865.000000 Penalty: 4959.110840
	Iteration 15Q: 3 clusters Score -2698865 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2698986.250000 Penalty: 4959.110840
	Iteration 16Q: 3 clusters Score -2698986 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2699101.250000 Penalty: 4959.110840
	Iteration 17Q: 3 clusters Score -2699101 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2699196.500000 Penalty: 4959.110840
	Iteration 18Q: 3 clusters Score -2699196 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2699303.500000 Penalty: 4959.110840
	Iteration 19Q: 3 clusters Score -2699304 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2699405.750000 Penalty: 4959.110840
	Iteration 20F: 3 clusters Score -2699406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2699498.500000 Penalty: 4959.110840
	Iteration 21Q: 3 clusters Score -2699498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2699574.750000 Penalty: 4959.110840
	Iteration 22Q: 3 clusters Score -2699575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2699666.500000 Penalty: 4959.110840
	Iteration 23Q: 3 clusters Score -2699666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2699748.750000 Penalty: 4959.110840
	Iteration 24Q: 3 clusters Score -2699749 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2699826.000000 Penalty: 4959.110840
	Iteration 25Q: 3 clusters Score -2699826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2699907.000000 Penalty: 4959.110840
	Iteration 26Q: 3 clusters Score -2699907 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2699969.250000 Penalty: 4959.110840
	Iteration 27Q: 3 clusters Score -2699969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2700016.750000 Penalty: 4959.110840
	Iteration 28Q: 3 clusters Score -2700017 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2700076.500000 Penalty: 4959.110840
	Iteration 29Q: 3 clusters Score -2700076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2700128.750000 Penalty: 4959.110840
	Iteration 30Q: 3 clusters Score -2700129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2700169.000000 Penalty: 4959.110840
	Iteration 31Q: 3 clusters Score -2700169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2700191.000000 Penalty: 4959.110840
	Iteration 32Q: 3 clusters Score -2700191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2700228.000000 Penalty: 4959.110840
	Iteration 33Q: 3 clusters Score -2700228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2700250.750000 Penalty: 4959.110840
	Iteration 34Q: 3 clusters Score -2700251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2700276.250000 Penalty: 4959.110840
	Iteration 35Q: 3 clusters Score -2700276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2700295.000000 Penalty: 4959.110840
	Iteration 36Q: 3 clusters Score -2700295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2700307.500000 Penalty: 4959.110840
	Iteration 37Q: 3 clusters Score -2700308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2700325.250000 Penalty: 4959.110840
	Iteration 38Q: 3 clusters Score -2700325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2700337.750000 Penalty: 4959.110840
	Iteration 39Q: 3 clusters Score -2700338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2700345.000000 Penalty: 4959.110840
	Iteration 40F: 3 clusters Score -2700345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2700355.500000 Penalty: 4959.110840
	Iteration 41Q: 3 clusters Score -2700356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2700356.500000 Penalty: 4959.110840
	Iteration 42Q: 3 clusters Score -2700356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2700361.000000 Penalty: 4959.110840
	Iteration 43Q: 3 clusters Score -2700361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2700365.750000 Penalty: 4959.110840
	Iteration 44Q: 3 clusters Score -2700366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2700365.750000 Penalty: 4959.110840
	Iteration 45Q: 3 clusters Score -2700366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2700367.250000 Penalty: 4959.110840
	Iteration 46Q: 3 clusters Score -2700367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2700369.250000 Penalty: 4959.110840
	Iteration 47Q: 3 clusters Score -2700369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2700370.250000 Penalty: 4959.110840
	Iteration 48Q: 3 clusters Score -2700370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2700374.500000 Penalty: 4959.110840
	Iteration 49Q: 3 clusters Score -2700374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2700381.750000 Penalty: 4959.110840
	Iteration 50Q: 3 clusters Score -2700382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2700394.500000 Penalty: 4959.110840
	Iteration 51Q: 3 clusters Score -2700394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2700402.750000 Penalty: 4959.110840
	Iteration 52Q: 3 clusters Score -2700403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2700412.500000 Penalty: 4959.110840
	Iteration 53Q: 3 clusters Score -2700412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2700416.000000 Penalty: 4959.110840
	Iteration 54Q: 3 clusters Score -2700416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2700421.250000 Penalty: 4959.110840
	Iteration 55Q: 3 clusters Score -2700421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2700423.250000 Penalty: 4959.110840
	Iteration 56Q: 3 clusters Score -2700423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2700423.250000 Penalty: 4959.110840
	Iteration 57Q: 3 clusters Score -2700423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2700426.750000 Penalty: 4959.110840
	Iteration 58Q: 3 clusters Score -2700427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2700429.500000 Penalty: 4959.110840
	Iteration 59Q: 3 clusters Score -2700430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2700430.500000 Penalty: 4959.110840
	Iteration 60F: 3 clusters Score -2700430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2700428.750000 Penalty: 4959.110840
	Iteration 61Q: 3 clusters Score -2700429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2700428.500000 Penalty: 4959.110840
	Iteration 62Q: 3 clusters Score -2700428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2700431.250000 Penalty: 4959.110840
	Iteration 63Q: 3 clusters Score -2700431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2700430.250000 Penalty: 4959.110840
	Iteration 64Q: 3 clusters Score -2700430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2700431.500000 Penalty: 4959.110840
	Iteration 65Q: 3 clusters Score -2700432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2700431.250000 Penalty: 4959.110840
	Iteration 66Q: 3 clusters Score -2700431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2700429.250000 Penalty: 4959.110840
	Iteration 67Q: 3 clusters Score -2700429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2700433.750000 Penalty: 4959.110840
	Iteration 68Q: 3 clusters Score -2700434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2700437.500000 Penalty: 4959.110840
	Iteration 69Q: 3 clusters Score -2700438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2700442.250000 Penalty: 4959.110840
	Iteration 70Q: 3 clusters Score -2700442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2700442.500000 Penalty: 4959.110840
	Iteration 71Q: 3 clusters Score -2700442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2700450.250000 Penalty: 4959.110840
	Iteration 72Q: 3 clusters Score -2700450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2700450.750000 Penalty: 4959.110840
	Iteration 73Q: 3 clusters Score -2700451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2700450.250000 Penalty: 4959.110840
	Iteration 74Q: 3 clusters Score -2700450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2700452.000000 Penalty: 4959.110840
	Iteration 75Q: 3 clusters Score -2700452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2700449.250000 Penalty: 4959.110840
	Iteration 76Q: 3 clusters Score -2700449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2700449.000000 Penalty: 4959.110840
	Iteration 77Q: 3 clusters Score -2700449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2700453.000000 Penalty: 4959.110840
	Iteration 78Q: 3 clusters Score -2700453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2700454.250000 Penalty: 4959.110840
	Iteration 79Q: 3 clusters Score -2700454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2700450.250000 Penalty: 4959.110840
	Iteration 80F: 3 clusters Score -2700450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2700455.000000 Penalty: 4959.110840
	Iteration 81Q: 3 clusters Score -2700455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2700455.000000 Penalty: 4959.110840
	Iteration 82F: 3 clusters Score -2700455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118409 members 
Entering Unmasked Estep 
Score: -16021261.000000 Penalty: 2897.111328
	Iteration 0F: 2 clusters Score -1.602126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -15942414.000000 Penalty: 5794.222656
	Iteration 0F: 3 clusters Score -1.594241e+07 nChanged 56370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -15974905.000000 Penalty: 5794.222656
	Iteration 1F: 3 clusters Score -1.59749e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -15975606.000000 Penalty: 5794.222656
	Iteration 2Q: 3 clusters Score -1.597561e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -15976244.000000 Penalty: 5794.222656
	Iteration 3Q: 3 clusters Score -1.597624e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -15976960.000000 Penalty: 5794.222656
	Iteration 4Q: 3 clusters Score -1.597696e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -15977819.000000 Penalty: 5794.222656
	Iteration 5Q: 3 clusters Score -1.597782e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -15979005.000000 Penalty: 5794.222656
	Iteration 6Q: 3 clusters Score -1.5979e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -15980529.000000 Penalty: 5794.222656
	Iteration 7Q: 3 clusters Score -1.598053e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -15982321.000000 Penalty: 5794.222656
	Iteration 8Q: 3 clusters Score -1.598232e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -15985231.000000 Penalty: 5794.222656
	Iteration 9Q: 3 clusters Score -1.598523e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -15989657.000000 Penalty: 5794.222656
	Iteration 10F: 3 clusters Score -1.598966e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -15995557.000000 Penalty: 5794.222656
	Iteration 11F: 3 clusters Score -1.599556e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -16000749.000000 Penalty: 5794.222656
	Iteration 12F: 3 clusters Score -1.600075e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -16003528.000000 Penalty: 5794.222656
	Iteration 13Q: 3 clusters Score -1.600353e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -16005017.000000 Penalty: 5794.222656
	Iteration 14Q: 3 clusters Score -1.600502e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -16006449.000000 Penalty: 5794.222656
	Iteration 15Q: 3 clusters Score -1.600645e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -16007779.000000 Penalty: 5794.222656
	Iteration 16Q: 3 clusters Score -1.600778e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -16008956.000000 Penalty: 5794.222656
	Iteration 17Q: 3 clusters Score -1.600896e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -16010009.000000 Penalty: 5794.222656
	Iteration 18Q: 3 clusters Score -1.601001e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -16010871.000000 Penalty: 5794.222656
	Iteration 19Q: 3 clusters Score -1.601087e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -16011562.000000 Penalty: 5794.222656
	Iteration 20F: 3 clusters Score -1.601156e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -16012050.000000 Penalty: 5794.222656
	Iteration 21Q: 3 clusters Score -1.601205e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -16012296.000000 Penalty: 5794.222656
	Iteration 22Q: 3 clusters Score -1.60123e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -16012572.000000 Penalty: 5794.222656
	Iteration 23Q: 3 clusters Score -1.601257e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -16012842.000000 Penalty: 5794.222656
	Iteration 24Q: 3 clusters Score -1.601284e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -16013061.000000 Penalty: 5794.222656
	Iteration 25Q: 3 clusters Score -1.601306e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -16013192.000000 Penalty: 5794.222656
	Iteration 26Q: 3 clusters Score -1.601319e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -16013265.000000 Penalty: 5794.222656
	Iteration 27Q: 3 clusters Score -1.601326e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -16013264.000000 Penalty: 5794.222656
	Iteration 28Q: 3 clusters Score -1.601326e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -16013258.000000 Penalty: 5794.222656
	Iteration 29Q: 3 clusters Score -1.601326e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -16013322.000000 Penalty: 5794.222656
	Iteration 30Q: 3 clusters Score -1.601332e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -16013389.000000 Penalty: 5794.222656
	Iteration 31Q: 3 clusters Score -1.601339e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -16013353.000000 Penalty: 5794.222656
	Iteration 32Q: 3 clusters Score -1.601335e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -16013396.000000 Penalty: 5794.222656
	Iteration 33Q: 3 clusters Score -1.60134e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -16013416.000000 Penalty: 5794.222656
	Iteration 34Q: 3 clusters Score -1.601342e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -16013395.000000 Penalty: 5794.222656
	Iteration 35Q: 3 clusters Score -1.60134e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -16013414.000000 Penalty: 5794.222656
	Iteration 36Q: 3 clusters Score -1.601341e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -16013413.000000 Penalty: 5794.222656
	Iteration 37Q: 3 clusters Score -1.601341e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -16013396.000000 Penalty: 5794.222656
	Iteration 38Q: 3 clusters Score -1.60134e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -16013405.000000 Penalty: 5794.222656
	Iteration 39Q: 3 clusters Score -1.60134e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -16013386.000000 Penalty: 5794.222656
	Iteration 40F: 3 clusters Score -1.601339e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -16013387.000000 Penalty: 5794.222656
	Iteration 41Q: 3 clusters Score -1.601339e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -16013414.000000 Penalty: 5794.222656
	Iteration 42Q: 3 clusters Score -1.601341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -16013422.000000 Penalty: 5794.222656
	Iteration 43Q: 3 clusters Score -1.601342e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -16013391.000000 Penalty: 5794.222656
	Iteration 44Q: 3 clusters Score -1.601339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -16013390.000000 Penalty: 5794.222656
	Iteration 45Q: 3 clusters Score -1.601339e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -16013388.000000 Penalty: 5794.222656
	Iteration 46Q: 3 clusters Score -1.601339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -16013388.000000 Penalty: 5794.222656
	Iteration 47Q: 3 clusters Score -1.601339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -16013396.000000 Penalty: 5794.222656
	Iteration 48Q: 3 clusters Score -1.60134e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -16013386.000000 Penalty: 5794.222656
	Iteration 49Q: 3 clusters Score -1.601339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -16013406.000000 Penalty: 5794.222656
	Iteration 50Q: 3 clusters Score -1.601341e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -16013414.000000 Penalty: 5794.222656
	Iteration 51Q: 3 clusters Score -1.601341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -16013395.000000 Penalty: 5794.222656
	Iteration 52Q: 3 clusters Score -1.60134e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -16013406.000000 Penalty: 5794.222656
	Iteration 53Q: 3 clusters Score -1.601341e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -16013422.000000 Penalty: 5794.222656
	Iteration 54Q: 3 clusters Score -1.601342e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -16013435.000000 Penalty: 5794.222656
	Iteration 55Q: 3 clusters Score -1.601344e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -16013442.000000 Penalty: 5794.222656
	Iteration 56Q: 3 clusters Score -1.601344e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -16013445.000000 Penalty: 5794.222656
	Iteration 57Q: 3 clusters Score -1.601344e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -16013434.000000 Penalty: 5794.222656
	Iteration 58Q: 3 clusters Score -1.601343e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -16013439.000000 Penalty: 5794.222656
	Iteration 59Q: 3 clusters Score -1.601344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -16013435.000000 Penalty: 5794.222656
	Iteration 60F: 3 clusters Score -1.601344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -16013436.000000 Penalty: 5794.222656
	Iteration 61Q: 3 clusters Score -1.601344e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -16013434.000000 Penalty: 5794.222656
	Iteration 62Q: 3 clusters Score -1.601343e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -16013451.000000 Penalty: 5794.222656
	Iteration 63Q: 3 clusters Score -1.601345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -16013457.000000 Penalty: 5794.222656
	Iteration 64Q: 3 clusters Score -1.601346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -16013440.000000 Penalty: 5794.222656
	Iteration 65Q: 3 clusters Score -1.601344e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -16013459.000000 Penalty: 5794.222656
	Iteration 66Q: 3 clusters Score -1.601346e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -16013446.000000 Penalty: 5794.222656
	Iteration 67Q: 3 clusters Score -1.601345e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -16013438.000000 Penalty: 5794.222656
	Iteration 68Q: 3 clusters Score -1.601344e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -16013444.000000 Penalty: 5794.222656
	Iteration 69Q: 3 clusters Score -1.601344e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -16013468.000000 Penalty: 5794.222656
	Iteration 70Q: 3 clusters Score -1.601347e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -16013459.000000 Penalty: 5794.222656
	Iteration 71Q: 3 clusters Score -1.601346e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -16013464.000000 Penalty: 5794.222656
	Iteration 72Q: 3 clusters Score -1.601346e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -16013484.000000 Penalty: 5794.222656
	Iteration 73Q: 3 clusters Score -1.601348e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -16013495.000000 Penalty: 5794.222656
	Iteration 74Q: 3 clusters Score -1.60135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -16013528.000000 Penalty: 5794.222656
	Iteration 75Q: 3 clusters Score -1.601353e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -16013523.000000 Penalty: 5794.222656
	Iteration 76Q: 3 clusters Score -1.601352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -16013523.000000 Penalty: 5794.222656
	Iteration 77Q: 3 clusters Score -1.601352e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -16013518.000000 Penalty: 5794.222656
	Iteration 78Q: 3 clusters Score -1.601352e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -16013524.000000 Penalty: 5794.222656
	Iteration 79Q: 3 clusters Score -1.601352e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -16013501.000000 Penalty: 5794.222656
	Iteration 80F: 3 clusters Score -1.60135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -16013504.000000 Penalty: 5794.222656
	Iteration 81Q: 3 clusters Score -1.60135e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -16013531.000000 Penalty: 5794.222656
	Iteration 82Q: 3 clusters Score -1.601353e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -16013553.000000 Penalty: 5794.222656
	Iteration 83Q: 3 clusters Score -1.601355e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -16013527.000000 Penalty: 5794.222656
	Iteration 84Q: 3 clusters Score -1.601353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -16013540.000000 Penalty: 5794.222656
	Iteration 85Q: 3 clusters Score -1.601354e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -16013577.000000 Penalty: 5794.222656
	Iteration 86Q: 3 clusters Score -1.601358e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -16013564.000000 Penalty: 5794.222656
	Iteration 87Q: 3 clusters Score -1.601356e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -16013537.000000 Penalty: 5794.222656
	Iteration 88Q: 3 clusters Score -1.601354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -16013534.000000 Penalty: 5794.222656
	Iteration 89Q: 3 clusters Score -1.601353e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -16013553.000000 Penalty: 5794.222656
	Iteration 90Q: 3 clusters Score -1.601355e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -16013547.000000 Penalty: 5794.222656
	Iteration 91Q: 3 clusters Score -1.601355e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -16013553.000000 Penalty: 5794.222656
	Iteration 92Q: 3 clusters Score -1.601355e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -16013574.000000 Penalty: 5794.222656
	Iteration 93Q: 3 clusters Score -1.601357e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -16013626.000000 Penalty: 5794.222656
	Iteration 94Q: 3 clusters Score -1.601363e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -16013626.000000 Penalty: 5794.222656
	Iteration 95Q: 3 clusters Score -1.601363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -16013628.000000 Penalty: 5794.222656
	Iteration 96Q: 3 clusters Score -1.601363e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -16013593.000000 Penalty: 5794.222656
	Iteration 97Q: 3 clusters Score -1.601359e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -16013583.000000 Penalty: 5794.222656
	Iteration 98Q: 3 clusters Score -1.601358e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -16013593.000000 Penalty: 5794.222656
	Iteration 99Q: 3 clusters Score -1.601359e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -16013588.000000 Penalty: 5794.222656
	Iteration 100F: 3 clusters Score -1.601359e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -16013585.000000 Penalty: 5794.222656
	Iteration 101Q: 3 clusters Score -1.601358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -16013574.000000 Penalty: 5794.222656
	Iteration 102Q: 3 clusters Score -1.601357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -16013599.000000 Penalty: 5794.222656
	Iteration 103Q: 3 clusters Score -1.60136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -16013597.000000 Penalty: 5794.222656
	Iteration 104Q: 3 clusters Score -1.60136e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -16013585.000000 Penalty: 5794.222656
	Iteration 105Q: 3 clusters Score -1.601358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -16013591.000000 Penalty: 5794.222656
	Iteration 106Q: 3 clusters Score -1.601359e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -16013576.000000 Penalty: 5794.222656
	Iteration 107Q: 3 clusters Score -1.601358e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -16013592.000000 Penalty: 5794.222656
	Iteration 108Q: 3 clusters Score -1.601359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -16013603.000000 Penalty: 5794.222656
	Iteration 109Q: 3 clusters Score -1.60136e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -16013606.000000 Penalty: 5794.222656
	Iteration 110Q: 3 clusters Score -1.601361e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -16013601.000000 Penalty: 5794.222656
	Iteration 111Q: 3 clusters Score -1.60136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -16013616.000000 Penalty: 5794.222656
	Iteration 112Q: 3 clusters Score -1.601362e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -16013618.000000 Penalty: 5794.222656
	Iteration 113Q: 3 clusters Score -1.601362e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -16013607.000000 Penalty: 5794.222656
	Iteration 114Q: 3 clusters Score -1.601361e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -16013606.000000 Penalty: 5794.222656
	Iteration 115Q: 3 clusters Score -1.601361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -16013601.000000 Penalty: 5794.222656
	Iteration 116Q: 3 clusters Score -1.60136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -16013608.000000 Penalty: 5794.222656
	Iteration 117Q: 3 clusters Score -1.601361e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -16013589.000000 Penalty: 5794.222656
	Iteration 118Q: 3 clusters Score -1.601359e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -16013588.000000 Penalty: 5794.222656
	Iteration 119Q: 3 clusters Score -1.601359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -16013573.000000 Penalty: 5794.222656
	Iteration 120F: 3 clusters Score -1.601357e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -16013598.000000 Penalty: 5794.222656
	Iteration 121Q: 3 clusters Score -1.60136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -16013594.000000 Penalty: 5794.222656
	Iteration 122Q: 3 clusters Score -1.601359e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -16013583.000000 Penalty: 5794.222656
	Iteration 123Q: 3 clusters Score -1.601358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -16013618.000000 Penalty: 5794.222656
	Iteration 124Q: 3 clusters Score -1.601362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -16013600.000000 Penalty: 5794.222656
	Iteration 125Q: 3 clusters Score -1.60136e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -16013604.000000 Penalty: 5794.222656
	Iteration 126Q: 3 clusters Score -1.60136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -16013599.000000 Penalty: 5794.222656
	Iteration 127Q: 3 clusters Score -1.60136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -16013609.000000 Penalty: 5794.222656
	Iteration 128Q: 3 clusters Score -1.601361e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -16013608.000000 Penalty: 5794.222656
	Iteration 129Q: 3 clusters Score -1.601361e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -16013617.000000 Penalty: 5794.222656
	Iteration 130Q: 3 clusters Score -1.601362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -16013614.000000 Penalty: 5794.222656
	Iteration 131Q: 3 clusters Score -1.601361e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -16013608.000000 Penalty: 5794.222656
	Iteration 132Q: 3 clusters Score -1.601361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -16013592.000000 Penalty: 5794.222656
	Iteration 133Q: 3 clusters Score -1.601359e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -16013571.000000 Penalty: 5794.222656
	Iteration 134Q: 3 clusters Score -1.601357e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -16013547.000000 Penalty: 5794.222656
	Iteration 135Q: 3 clusters Score -1.601355e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -16013530.000000 Penalty: 5794.222656
	Iteration 136Q: 3 clusters Score -1.601353e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -16013556.000000 Penalty: 5794.222656
	Iteration 137Q: 3 clusters Score -1.601356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -16013536.000000 Penalty: 5794.222656
	Iteration 138Q: 3 clusters Score -1.601354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -16013540.000000 Penalty: 5794.222656
	Iteration 139Q: 3 clusters Score -1.601354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -16013561.000000 Penalty: 5794.222656
	Iteration 140F: 3 clusters Score -1.601356e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -16013570.000000 Penalty: 5794.222656
	Iteration 141Q: 3 clusters Score -1.601357e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -16013566.000000 Penalty: 5794.222656
	Iteration 142Q: 3 clusters Score -1.601357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -16013592.000000 Penalty: 5794.222656
	Iteration 143Q: 3 clusters Score -1.601359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -16013613.000000 Penalty: 5794.222656
	Iteration 144Q: 3 clusters Score -1.601361e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -16013588.000000 Penalty: 5794.222656
	Iteration 145Q: 3 clusters Score -1.601359e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -16013584.000000 Penalty: 5794.222656
	Iteration 146Q: 3 clusters Score -1.601358e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -16013575.000000 Penalty: 5794.222656
	Iteration 147Q: 3 clusters Score -1.601358e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -16013607.000000 Penalty: 5794.222656
	Iteration 148Q: 3 clusters Score -1.601361e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -16013616.000000 Penalty: 5794.222656
	Iteration 149Q: 3 clusters Score -1.601362e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -16013595.000000 Penalty: 5794.222656
	Iteration 150Q: 3 clusters Score -1.60136e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -16013576.000000 Penalty: 5794.222656
	Iteration 151Q: 3 clusters Score -1.601358e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -16013581.000000 Penalty: 5794.222656
	Iteration 152Q: 3 clusters Score -1.601358e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -16013605.000000 Penalty: 5794.222656
	Iteration 153Q: 3 clusters Score -1.60136e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -16013616.000000 Penalty: 5794.222656
	Iteration 154Q: 3 clusters Score -1.601362e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -16013624.000000 Penalty: 5794.222656
	Iteration 155Q: 3 clusters Score -1.601362e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -16013602.000000 Penalty: 5794.222656
	Iteration 156Q: 3 clusters Score -1.60136e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -16013600.000000 Penalty: 5794.222656
	Iteration 157Q: 3 clusters Score -1.60136e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -16013610.000000 Penalty: 5794.222656
	Iteration 158Q: 3 clusters Score -1.601361e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -16013628.000000 Penalty: 5794.222656
	Iteration 159Q: 3 clusters Score -1.601363e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -16013648.000000 Penalty: 5794.222656
	Iteration 160F: 3 clusters Score -1.601365e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -16013675.000000 Penalty: 5794.222656
	Iteration 161Q: 3 clusters Score -1.601368e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -16013682.000000 Penalty: 5794.222656
	Iteration 162Q: 3 clusters Score -1.601368e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -16013727.000000 Penalty: 5794.222656
	Iteration 163Q: 3 clusters Score -1.601373e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -16013709.000000 Penalty: 5794.222656
	Iteration 164Q: 3 clusters Score -1.601371e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -16013700.000000 Penalty: 5794.222656
	Iteration 165Q: 3 clusters Score -1.60137e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -16013713.000000 Penalty: 5794.222656
	Iteration 166Q: 3 clusters Score -1.601371e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -16013729.000000 Penalty: 5794.222656
	Iteration 167Q: 3 clusters Score -1.601373e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -16013738.000000 Penalty: 5794.222656
	Iteration 168Q: 3 clusters Score -1.601374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -16013747.000000 Penalty: 5794.222656
	Iteration 169Q: 3 clusters Score -1.601375e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -16013744.000000 Penalty: 5794.222656
	Iteration 170Q: 3 clusters Score -1.601374e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -16013742.000000 Penalty: 5794.222656
	Iteration 171Q: 3 clusters Score -1.601374e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -16013786.000000 Penalty: 5794.222656
	Iteration 172Q: 3 clusters Score -1.601379e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -16013778.000000 Penalty: 5794.222656
	Iteration 173Q: 3 clusters Score -1.601378e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -16013813.000000 Penalty: 5794.222656
	Iteration 174Q: 3 clusters Score -1.601381e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -16013797.000000 Penalty: 5794.222656
	Iteration 175Q: 3 clusters Score -1.60138e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -16013821.000000 Penalty: 5794.222656
	Iteration 176Q: 3 clusters Score -1.601382e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -16013768.000000 Penalty: 5794.222656
	Iteration 177Q: 3 clusters Score -1.601377e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -16013819.000000 Penalty: 5794.222656
	Iteration 178Q: 3 clusters Score -1.601382e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -16013824.000000 Penalty: 5794.222656
	Iteration 179Q: 3 clusters Score -1.601382e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -16013834.000000 Penalty: 5794.222656
	Iteration 180F: 3 clusters Score -1.601383e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -16013859.000000 Penalty: 5794.222656
	Iteration 181Q: 3 clusters Score -1.601386e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -16013891.000000 Penalty: 5794.222656
	Iteration 182Q: 3 clusters Score -1.601389e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -16013862.000000 Penalty: 5794.222656
	Iteration 183Q: 3 clusters Score -1.601386e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -16013897.000000 Penalty: 5794.222656
	Iteration 184Q: 3 clusters Score -1.60139e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -16013885.000000 Penalty: 5794.222656
	Iteration 185Q: 3 clusters Score -1.601388e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -16013889.000000 Penalty: 5794.222656
	Iteration 186Q: 3 clusters Score -1.601389e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -16013877.000000 Penalty: 5794.222656
	Iteration 187Q: 3 clusters Score -1.601388e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -16013911.000000 Penalty: 5794.222656
	Iteration 188Q: 3 clusters Score -1.601391e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -16013966.000000 Penalty: 5794.222656
	Iteration 189Q: 3 clusters Score -1.601397e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -16013943.000000 Penalty: 5794.222656
	Iteration 190Q: 3 clusters Score -1.601394e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -16013892.000000 Penalty: 5794.222656
	Iteration 191Q: 3 clusters Score -1.601389e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -16013922.000000 Penalty: 5794.222656
	Iteration 192Q: 3 clusters Score -1.601392e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -16013934.000000 Penalty: 5794.222656
	Iteration 193Q: 3 clusters Score -1.601393e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -16013937.000000 Penalty: 5794.222656
	Iteration 194Q: 3 clusters Score -1.601394e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -16013950.000000 Penalty: 5794.222656
	Iteration 195Q: 3 clusters Score -1.601395e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -16013973.000000 Penalty: 5794.222656
	Iteration 196Q: 3 clusters Score -1.601397e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -16013974.000000 Penalty: 5794.222656
	Iteration 197Q: 3 clusters Score -1.601397e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -16014029.000000 Penalty: 5794.222656
	Iteration 198Q: 3 clusters Score -1.601403e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -16014010.000000 Penalty: 5794.222656
	Iteration 199Q: 3 clusters Score -1.601401e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -16014066.000000 Penalty: 5794.222656
	Iteration 200F: 3 clusters Score -1.601407e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -16014073.000000 Penalty: 5794.222656
	Iteration 201Q: 3 clusters Score -1.601407e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -16014075.000000 Penalty: 5794.222656
	Iteration 202Q: 3 clusters Score -1.601408e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -16014126.000000 Penalty: 5794.222656
	Iteration 203Q: 3 clusters Score -1.601413e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -16014131.000000 Penalty: 5794.222656
	Iteration 204Q: 3 clusters Score -1.601413e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -16014107.000000 Penalty: 5794.222656
	Iteration 205Q: 3 clusters Score -1.601411e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -16014170.000000 Penalty: 5794.222656
	Iteration 206Q: 3 clusters Score -1.601417e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -16014213.000000 Penalty: 5794.222656
	Iteration 207Q: 3 clusters Score -1.601421e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -16014241.000000 Penalty: 5794.222656
	Iteration 208Q: 3 clusters Score -1.601424e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -16014233.000000 Penalty: 5794.222656
	Iteration 209Q: 3 clusters Score -1.601423e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -16014241.000000 Penalty: 5794.222656
	Iteration 210Q: 3 clusters Score -1.601424e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -16014244.000000 Penalty: 5794.222656
	Iteration 211Q: 3 clusters Score -1.601424e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -16014280.000000 Penalty: 5794.222656
	Iteration 212Q: 3 clusters Score -1.601428e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -16014308.000000 Penalty: 5794.222656
	Iteration 213Q: 3 clusters Score -1.601431e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -16014317.000000 Penalty: 5794.222656
	Iteration 214Q: 3 clusters Score -1.601432e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -16014328.000000 Penalty: 5794.222656
	Iteration 215Q: 3 clusters Score -1.601433e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -16014320.000000 Penalty: 5794.222656
	Iteration 216Q: 3 clusters Score -1.601432e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -16014340.000000 Penalty: 5794.222656
	Iteration 217Q: 3 clusters Score -1.601434e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -16014323.000000 Penalty: 5794.222656
	Iteration 218Q: 3 clusters Score -1.601432e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -16014349.000000 Penalty: 5794.222656
	Iteration 219Q: 3 clusters Score -1.601435e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -16014360.000000 Penalty: 5794.222656
	Iteration 220F: 3 clusters Score -1.601436e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -16014372.000000 Penalty: 5794.222656
	Iteration 221Q: 3 clusters Score -1.601437e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -16014471.000000 Penalty: 5794.222656
	Iteration 222Q: 3 clusters Score -1.601447e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -16014534.000000 Penalty: 5794.222656
	Iteration 223Q: 3 clusters Score -1.601453e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -16014565.000000 Penalty: 5794.222656
	Iteration 224Q: 3 clusters Score -1.601456e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -16014588.000000 Penalty: 5794.222656
	Iteration 225Q: 3 clusters Score -1.601459e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -16014628.000000 Penalty: 5794.222656
	Iteration 226Q: 3 clusters Score -1.601463e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -16014692.000000 Penalty: 5794.222656
	Iteration 227Q: 3 clusters Score -1.601469e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -16014687.000000 Penalty: 5794.222656
	Iteration 228Q: 3 clusters Score -1.601469e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -16014749.000000 Penalty: 5794.222656
	Iteration 229Q: 3 clusters Score -1.601475e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -16014778.000000 Penalty: 5794.222656
	Iteration 230Q: 3 clusters Score -1.601478e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -16014783.000000 Penalty: 5794.222656
	Iteration 231Q: 3 clusters Score -1.601478e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -16014884.000000 Penalty: 5794.222656
	Iteration 232Q: 3 clusters Score -1.601488e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -16014898.000000 Penalty: 5794.222656
	Iteration 233Q: 3 clusters Score -1.60149e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -16014952.000000 Penalty: 5794.222656
	Iteration 234Q: 3 clusters Score -1.601495e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -16015016.000000 Penalty: 5794.222656
	Iteration 235Q: 3 clusters Score -1.601502e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -16015103.000000 Penalty: 5794.222656
	Iteration 236Q: 3 clusters Score -1.60151e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -16015163.000000 Penalty: 5794.222656
	Iteration 237Q: 3 clusters Score -1.601516e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -16015258.000000 Penalty: 5794.222656
	Iteration 238Q: 3 clusters Score -1.601526e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -16015308.000000 Penalty: 5794.222656
	Iteration 239Q: 3 clusters Score -1.601531e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 104838 members 
Entering Unmasked Estep 
Score: -16015390.000000 Penalty: 5794.222656
	Iteration 240F: 3 clusters Score -1.601539e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -16015430.000000 Penalty: 5794.222656
	Iteration 241Q: 3 clusters Score -1.601543e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -16015557.000000 Penalty: 5794.222656
	Iteration 242Q: 3 clusters Score -1.601556e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -16015615.000000 Penalty: 5794.222656
	Iteration 243Q: 3 clusters Score -1.601562e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -16015735.000000 Penalty: 5794.222656
	Iteration 244Q: 3 clusters Score -1.601574e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -16015854.000000 Penalty: 5794.222656
	Iteration 245Q: 3 clusters Score -1.601585e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -16016062.000000 Penalty: 5794.222656
	Iteration 246Q: 3 clusters Score -1.601606e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -16016115.000000 Penalty: 5794.222656
	Iteration 247Q: 3 clusters Score -1.601612e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -16016250.000000 Penalty: 5794.222656
	Iteration 248Q: 3 clusters Score -1.601625e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -16016409.000000 Penalty: 5794.222656
	Iteration 249Q: 3 clusters Score -1.601641e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -16016515.000000 Penalty: 5794.222656
	Iteration 250Q: 3 clusters Score -1.601652e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -16016666.000000 Penalty: 5794.222656
	Iteration 251Q: 3 clusters Score -1.601667e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 111752 members 
Entering Unmasked Estep 
Score: -16016873.000000 Penalty: 5794.222656
	Iteration 252Q: 3 clusters Score -1.601687e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -16016996.000000 Penalty: 5794.222656
	Iteration 253Q: 3 clusters Score -1.6017e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 112892 members 
Entering Unmasked Estep 
Score: -16017160.000000 Penalty: 5794.222656
	Iteration 254Q: 3 clusters Score -1.601716e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -16017347.000000 Penalty: 5794.222656
	Iteration 255Q: 3 clusters Score -1.601735e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -16017531.000000 Penalty: 5794.222656
	Iteration 256Q: 3 clusters Score -1.601753e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -16017716.000000 Penalty: 5794.222656
	Iteration 257Q: 3 clusters Score -1.601772e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -16017852.000000 Penalty: 5794.222656
	Iteration 258Q: 3 clusters Score -1.601785e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -16017984.000000 Penalty: 5794.222656
	Iteration 259Q: 3 clusters Score -1.601798e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -16018123.000000 Penalty: 5794.222656
	Iteration 260F: 3 clusters Score -1.601812e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -16018233.000000 Penalty: 5794.222656
	Iteration 261Q: 3 clusters Score -1.601823e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 116122 members 
Entering Unmasked Estep 
Score: -16018330.000000 Penalty: 5794.222656
	Iteration 262Q: 3 clusters Score -1.601833e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -16018393.000000 Penalty: 5794.222656
	Iteration 263Q: 3 clusters Score -1.601839e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -16018459.000000 Penalty: 5794.222656
	Iteration 264Q: 3 clusters Score -1.601846e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -16018512.000000 Penalty: 5794.222656
	Iteration 265Q: 3 clusters Score -1.601851e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 116750 members 
Entering Unmasked Estep 
Score: -16018557.000000 Penalty: 5794.222656
	Iteration 266Q: 3 clusters Score -1.601856e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -16018591.000000 Penalty: 5794.222656
	Iteration 267Q: 3 clusters Score -1.601859e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -16018620.000000 Penalty: 5794.222656
	Iteration 268Q: 3 clusters Score -1.601862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -16018648.000000 Penalty: 5794.222656
	Iteration 269Q: 3 clusters Score -1.601865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -16018666.000000 Penalty: 5794.222656
	Iteration 270Q: 3 clusters Score -1.601867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -16018717.000000 Penalty: 5794.222656
	Iteration 271Q: 3 clusters Score -1.601872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -16018722.000000 Penalty: 5794.222656
	Iteration 272Q: 3 clusters Score -1.601872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -16018724.000000 Penalty: 5794.222656
	Iteration 273Q: 3 clusters Score -1.601872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -16018737.000000 Penalty: 5794.222656
	Iteration 274Q: 3 clusters Score -1.601874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -16018750.000000 Penalty: 5794.222656
	Iteration 275Q: 3 clusters Score -1.601875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -16018728.000000 Penalty: 5794.222656
	Iteration 276Q: 3 clusters Score -1.601873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -16018719.000000 Penalty: 5794.222656
	Iteration 277Q: 3 clusters Score -1.601872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 117224 members 
Entering Unmasked Estep 
Score: -16018728.000000 Penalty: 5794.222656
	Iteration 278Q: 3 clusters Score -1.601873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
Score: -16018742.000000 Penalty: 5794.222656
	Iteration 279Q: 3 clusters Score -1.601874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -16018749.000000 Penalty: 5794.222656
	Iteration 280F: 3 clusters Score -1.601875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -16018736.000000 Penalty: 5794.222656
	Iteration 281Q: 3 clusters Score -1.601874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -16018749.000000 Penalty: 5794.222656
	Iteration 282Q: 3 clusters Score -1.601875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -16018729.000000 Penalty: 5794.222656
	Iteration 283Q: 3 clusters Score -1.601873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -16018748.000000 Penalty: 5794.222656
	Iteration 284Q: 3 clusters Score -1.601875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -16018759.000000 Penalty: 5794.222656
	Iteration 285Q: 3 clusters Score -1.601876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -16018752.000000 Penalty: 5794.222656
	Iteration 286Q: 3 clusters Score -1.601875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -16018763.000000 Penalty: 5794.222656
	Iteration 287Q: 3 clusters Score -1.601876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -16018754.000000 Penalty: 5794.222656
	Iteration 288Q: 3 clusters Score -1.601875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -16018752.000000 Penalty: 5794.222656
	Iteration 289Q: 3 clusters Score -1.601875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -16018755.000000 Penalty: 5794.222656
	Iteration 290Q: 3 clusters Score -1.601876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -16018749.000000 Penalty: 5794.222656
	Iteration 291Q: 3 clusters Score -1.601875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -16018747.000000 Penalty: 5794.222656
	Iteration 292Q: 3 clusters Score -1.601875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -16018747.000000 Penalty: 5794.222656
	Iteration 293F: 3 clusters Score -1.601875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Entering Unmasked Estep 
Score: -1441454.125000 Penalty: 2305.195068
	Iteration 0F: 2 clusters Score -1441454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1433245.000000 Penalty: 4610.390137
	Iteration 0F: 3 clusters Score -1433245 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1435889.375000 Penalty: 4610.390137
	Iteration 1F: 3 clusters Score -1435889 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1436710.750000 Penalty: 4610.390137
	Iteration 2F: 3 clusters Score -1436711 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1437530.000000 Penalty: 4610.390137
	Iteration 3F: 3 clusters Score -1437530 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1438243.375000 Penalty: 4610.390137
	Iteration 4F: 3 clusters Score -1438243 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1438720.375000 Penalty: 4610.390137
	Iteration 5F: 3 clusters Score -1438720 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1438988.500000 Penalty: 4610.390137
	Iteration 6Q: 3 clusters Score -1438988 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1439136.125000 Penalty: 4610.390137
	Iteration 7Q: 3 clusters Score -1439136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1439214.375000 Penalty: 4610.390137
	Iteration 8Q: 3 clusters Score -1439214 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1439253.500000 Penalty: 4610.390137
	Iteration 9Q: 3 clusters Score -1439254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1439282.875000 Penalty: 4610.390137
	Iteration 10Q: 3 clusters Score -1439283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1439300.000000 Penalty: 4610.390137
	Iteration 11Q: 3 clusters Score -1439300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1439308.375000 Penalty: 4610.390137
	Iteration 12Q: 3 clusters Score -1439308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1439312.500000 Penalty: 4610.390137
	Iteration 13Q: 3 clusters Score -1439312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1439323.125000 Penalty: 4610.390137
	Iteration 14Q: 3 clusters Score -1439323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1439318.500000 Penalty: 4610.390137
	Iteration 15Q: 3 clusters Score -1439318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1439322.000000 Penalty: 4610.390137
	Iteration 16Q: 3 clusters Score -1439322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1439325.750000 Penalty: 4610.390137
	Iteration 17Q: 3 clusters Score -1439326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1439330.500000 Penalty: 4610.390137
	Iteration 18Q: 3 clusters Score -1439330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1439332.875000 Penalty: 4610.390137
	Iteration 19Q: 3 clusters Score -1439333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1439328.125000 Penalty: 4610.390137
	Iteration 20F: 3 clusters Score -1439328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1439330.000000 Penalty: 4610.390137
	Iteration 21Q: 3 clusters Score -1439330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1439331.250000 Penalty: 4610.390137
	Iteration 22Q: 3 clusters Score -1439331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1439333.125000 Penalty: 4610.390137
	Iteration 23Q: 3 clusters Score -1439333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1439336.000000 Penalty: 4610.390137
	Iteration 24Q: 3 clusters Score -1439336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1439336.875000 Penalty: 4610.390137
	Iteration 25Q: 3 clusters Score -1439337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1439336.875000 Penalty: 4610.390137
	Iteration 26F: 3 clusters Score -1439337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -3754485.500000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -3754486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3734907.750000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -3734908 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3741797.500000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -3741798 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3742252.500000 Penalty: 5088.373047
	Iteration 2Q: 3 clusters Score -3742252 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3742631.750000 Penalty: 5088.373047
	Iteration 3Q: 3 clusters Score -3742632 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3743007.500000 Penalty: 5088.373047
	Iteration 4Q: 3 clusters Score -3743008 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3743402.750000 Penalty: 5088.373047
	Iteration 5Q: 3 clusters Score -3743403 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3743847.000000 Penalty: 5088.373047
	Iteration 6Q: 3 clusters Score -3743847 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3744315.000000 Penalty: 5088.373047
	Iteration 7Q: 3 clusters Score -3744315 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3744840.750000 Penalty: 5088.373047
	Iteration 8Q: 3 clusters Score -3744841 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3745459.000000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -3745459 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3746264.500000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -3746264 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3747239.500000 Penalty: 5088.373047
	Iteration 11F: 3 clusters Score -3747240 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3748400.750000 Penalty: 5088.373047
	Iteration 12F: 3 clusters Score -3748401 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3749459.000000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -3749459 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3750448.250000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -3750448 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3751212.250000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -3751212 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3751784.750000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -3751785 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3752185.000000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -3752185 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3752433.250000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -3752433 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3752618.250000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -3752618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3752724.000000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -3752724 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3752781.500000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -3752782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3752816.500000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -3752816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3752854.250000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -3752854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3752877.250000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -3752877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3752898.000000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -3752898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3752915.750000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -3752916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3752923.000000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -3752923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3752933.000000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -3752933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3752936.750000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -3752937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3752934.000000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -3752934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3752944.000000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -3752944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3752949.000000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -3752949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3752948.250000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -3752948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3752951.000000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -3752951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3752948.500000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -3752948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3752949.750000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -3752950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3752947.750000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -3752948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3752947.750000 Penalty: 5088.373047
	Iteration 38F: 3 clusters Score -3752948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Entering Unmasked Estep 
Score: -19629460.000000 Penalty: 2950.257324
	Iteration 0F: 2 clusters Score -1.962946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -19534402.000000 Penalty: 5900.514648
	Iteration 0F: 3 clusters Score -1.95344e+07 nChanged 69781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -19574570.000000 Penalty: 5900.514648
	Iteration 1F: 3 clusters Score -1.957457e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -19575498.000000 Penalty: 5900.514648
	Iteration 2Q: 3 clusters Score -1.95755e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -19576826.000000 Penalty: 5900.514648
	Iteration 3Q: 3 clusters Score -1.957683e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -19578928.000000 Penalty: 5900.514648
	Iteration 4Q: 3 clusters Score -1.957893e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -19582440.000000 Penalty: 5900.514648
	Iteration 5Q: 3 clusters Score -1.958244e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -19587556.000000 Penalty: 5900.514648
	Iteration 6F: 3 clusters Score -1.958756e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -19594314.000000 Penalty: 5900.514648
	Iteration 7F: 3 clusters Score -1.959431e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -19602134.000000 Penalty: 5900.514648
	Iteration 8F: 3 clusters Score -1.960213e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -19609922.000000 Penalty: 5900.514648
	Iteration 9F: 3 clusters Score -1.960992e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -19616210.000000 Penalty: 5900.514648
	Iteration 10F: 3 clusters Score -1.961621e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -19619892.000000 Penalty: 5900.514648
	Iteration 11Q: 3 clusters Score -1.961989e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -19621730.000000 Penalty: 5900.514648
	Iteration 12Q: 3 clusters Score -1.962173e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -19622872.000000 Penalty: 5900.514648
	Iteration 13Q: 3 clusters Score -1.962287e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -19623762.000000 Penalty: 5900.514648
	Iteration 14Q: 3 clusters Score -1.962376e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -19624178.000000 Penalty: 5900.514648
	Iteration 15Q: 3 clusters Score -1.962418e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -19624552.000000 Penalty: 5900.514648
	Iteration 16Q: 3 clusters Score -1.962455e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -19624802.000000 Penalty: 5900.514648
	Iteration 17Q: 3 clusters Score -1.96248e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -19624950.000000 Penalty: 5900.514648
	Iteration 18Q: 3 clusters Score -1.962495e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -19625122.000000 Penalty: 5900.514648
	Iteration 19Q: 3 clusters Score -1.962512e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -19625288.000000 Penalty: 5900.514648
	Iteration 20F: 3 clusters Score -1.962529e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -19625390.000000 Penalty: 5900.514648
	Iteration 21Q: 3 clusters Score -1.962539e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -19625484.000000 Penalty: 5900.514648
	Iteration 22Q: 3 clusters Score -1.962548e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -19625616.000000 Penalty: 5900.514648
	Iteration 23Q: 3 clusters Score -1.962562e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -19625646.000000 Penalty: 5900.514648
	Iteration 24Q: 3 clusters Score -1.962565e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -19625704.000000 Penalty: 5900.514648
	Iteration 25Q: 3 clusters Score -1.96257e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -19625818.000000 Penalty: 5900.514648
	Iteration 26Q: 3 clusters Score -1.962582e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -19625816.000000 Penalty: 5900.514648
	Iteration 27Q: 3 clusters Score -1.962582e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -19625870.000000 Penalty: 5900.514648
	Iteration 28Q: 3 clusters Score -1.962587e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -19625918.000000 Penalty: 5900.514648
	Iteration 29Q: 3 clusters Score -1.962592e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -19625964.000000 Penalty: 5900.514648
	Iteration 30Q: 3 clusters Score -1.962596e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -19626024.000000 Penalty: 5900.514648
	Iteration 31Q: 3 clusters Score -1.962602e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -19626152.000000 Penalty: 5900.514648
	Iteration 32Q: 3 clusters Score -1.962615e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -19626188.000000 Penalty: 5900.514648
	Iteration 33Q: 3 clusters Score -1.962619e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -19626254.000000 Penalty: 5900.514648
	Iteration 34Q: 3 clusters Score -1.962625e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -19626348.000000 Penalty: 5900.514648
	Iteration 35Q: 3 clusters Score -1.962635e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -19626490.000000 Penalty: 5900.514648
	Iteration 36Q: 3 clusters Score -1.962649e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -19626586.000000 Penalty: 5900.514648
	Iteration 37Q: 3 clusters Score -1.962659e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109426 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -19626686.000000 Penalty: 5900.514648
	Iteration 38Q: 3 clusters Score -1.962669e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -19626712.000000 Penalty: 5900.514648
	Iteration 39Q: 3 clusters Score -1.962671e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -19626810.000000 Penalty: 5900.514648
	Iteration 40F: 3 clusters Score -1.962681e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -19626838.000000 Penalty: 5900.514648
	Iteration 41Q: 3 clusters Score -1.962684e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -19626894.000000 Penalty: 5900.514648
	Iteration 42Q: 3 clusters Score -1.962689e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -19626940.000000 Penalty: 5900.514648
	Iteration 43Q: 3 clusters Score -1.962694e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -19627012.000000 Penalty: 5900.514648
	Iteration 44Q: 3 clusters Score -1.962701e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -19627038.000000 Penalty: 5900.514648
	Iteration 45Q: 3 clusters Score -1.962704e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114187 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -19627106.000000 Penalty: 5900.514648
	Iteration 46Q: 3 clusters Score -1.962711e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -19627172.000000 Penalty: 5900.514648
	Iteration 47Q: 3 clusters Score -1.962717e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -19627162.000000 Penalty: 5900.514648
	Iteration 48Q: 3 clusters Score -1.962716e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -19627224.000000 Penalty: 5900.514648
	Iteration 49Q: 3 clusters Score -1.962722e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -19627354.000000 Penalty: 5900.514648
	Iteration 50Q: 3 clusters Score -1.962735e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -19627504.000000 Penalty: 5900.514648
	Iteration 51Q: 3 clusters Score -1.96275e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -19627628.000000 Penalty: 5900.514648
	Iteration 52Q: 3 clusters Score -1.962763e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -19627640.000000 Penalty: 5900.514648
	Iteration 53Q: 3 clusters Score -1.962764e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -19627690.000000 Penalty: 5900.514648
	Iteration 54Q: 3 clusters Score -1.962769e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -19627804.000000 Penalty: 5900.514648
	Iteration 55Q: 3 clusters Score -1.96278e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -19627890.000000 Penalty: 5900.514648
	Iteration 56Q: 3 clusters Score -1.962789e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -19627918.000000 Penalty: 5900.514648
	Iteration 57Q: 3 clusters Score -1.962792e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -19628032.000000 Penalty: 5900.514648
	Iteration 58Q: 3 clusters Score -1.962803e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -19628132.000000 Penalty: 5900.514648
	Iteration 59Q: 3 clusters Score -1.962813e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -19628262.000000 Penalty: 5900.514648
	Iteration 60F: 3 clusters Score -1.962826e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -19628330.000000 Penalty: 5900.514648
	Iteration 61Q: 3 clusters Score -1.962833e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -19628440.000000 Penalty: 5900.514648
	Iteration 62Q: 3 clusters Score -1.962844e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -19628500.000000 Penalty: 5900.514648
	Iteration 63Q: 3 clusters Score -1.96285e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -19628554.000000 Penalty: 5900.514648
	Iteration 64Q: 3 clusters Score -1.962855e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125737 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -19628646.000000 Penalty: 5900.514648
	Iteration 65Q: 3 clusters Score -1.962865e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -19628716.000000 Penalty: 5900.514648
	Iteration 66Q: 3 clusters Score -1.962872e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -19628786.000000 Penalty: 5900.514648
	Iteration 67Q: 3 clusters Score -1.962879e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -19628760.000000 Penalty: 5900.514648
	Iteration 68Q: 3 clusters Score -1.962876e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127968 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -19628750.000000 Penalty: 5900.514648
	Iteration 69Q: 3 clusters Score -1.962875e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -19628770.000000 Penalty: 5900.514648
	Iteration 70Q: 3 clusters Score -1.962877e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128994 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -19628818.000000 Penalty: 5900.514648
	Iteration 71Q: 3 clusters Score -1.962882e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129437 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -19628844.000000 Penalty: 5900.514648
	Iteration 72Q: 3 clusters Score -1.962884e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -19628856.000000 Penalty: 5900.514648
	Iteration 73Q: 3 clusters Score -1.962886e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -19628856.000000 Penalty: 5900.514648
	Iteration 74Q: 3 clusters Score -1.962886e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -19628802.000000 Penalty: 5900.514648
	Iteration 75Q: 3 clusters Score -1.96288e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -19628794.000000 Penalty: 5900.514648
	Iteration 76Q: 3 clusters Score -1.962879e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -19628786.000000 Penalty: 5900.514648
	Iteration 77Q: 3 clusters Score -1.962879e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131426 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -19628772.000000 Penalty: 5900.514648
	Iteration 78Q: 3 clusters Score -1.962877e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131714 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -19628790.000000 Penalty: 5900.514648
	Iteration 79Q: 3 clusters Score -1.962879e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132002 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -19628864.000000 Penalty: 5900.514648
	Iteration 80F: 3 clusters Score -1.962886e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -19628838.000000 Penalty: 5900.514648
	Iteration 81Q: 3 clusters Score -1.962884e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -19628814.000000 Penalty: 5900.514648
	Iteration 82Q: 3 clusters Score -1.962881e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -19628862.000000 Penalty: 5900.514648
	Iteration 83Q: 3 clusters Score -1.962886e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -19628900.000000 Penalty: 5900.514648
	Iteration 84Q: 3 clusters Score -1.96289e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -19628874.000000 Penalty: 5900.514648
	Iteration 85Q: 3 clusters Score -1.962887e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -19628862.000000 Penalty: 5900.514648
	Iteration 86Q: 3 clusters Score -1.962886e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -19628874.000000 Penalty: 5900.514648
	Iteration 87Q: 3 clusters Score -1.962887e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -19628816.000000 Penalty: 5900.514648
	Iteration 88Q: 3 clusters Score -1.962882e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -19628786.000000 Penalty: 5900.514648
	Iteration 89Q: 3 clusters Score -1.962879e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134690 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -19628796.000000 Penalty: 5900.514648
	Iteration 90Q: 3 clusters Score -1.96288e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -19628796.000000 Penalty: 5900.514648
	Iteration 91Q: 3 clusters Score -1.96288e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -19628824.000000 Penalty: 5900.514648
	Iteration 92Q: 3 clusters Score -1.962882e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -19628762.000000 Penalty: 5900.514648
	Iteration 93Q: 3 clusters Score -1.962876e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -19628794.000000 Penalty: 5900.514648
	Iteration 94Q: 3 clusters Score -1.962879e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -19628750.000000 Penalty: 5900.514648
	Iteration 95Q: 3 clusters Score -1.962875e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -19628752.000000 Penalty: 5900.514648
	Iteration 96Q: 3 clusters Score -1.962875e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -19628712.000000 Penalty: 5900.514648
	Iteration 97Q: 3 clusters Score -1.962871e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136642 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -19628734.000000 Penalty: 5900.514648
	Iteration 98Q: 3 clusters Score -1.962873e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -19628760.000000 Penalty: 5900.514648
	Iteration 99Q: 3 clusters Score -1.962876e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137069 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -19628704.000000 Penalty: 5900.514648
	Iteration 100F: 3 clusters Score -1.96287e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137245 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -19628714.000000 Penalty: 5900.514648
	Iteration 101Q: 3 clusters Score -1.962871e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -19628702.000000 Penalty: 5900.514648
	Iteration 102Q: 3 clusters Score -1.96287e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137562 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -19628730.000000 Penalty: 5900.514648
	Iteration 103Q: 3 clusters Score -1.962873e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137685 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -19628720.000000 Penalty: 5900.514648
	Iteration 104Q: 3 clusters Score -1.962872e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -19628700.000000 Penalty: 5900.514648
	Iteration 105Q: 3 clusters Score -1.96287e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -19628706.000000 Penalty: 5900.514648
	Iteration 106Q: 3 clusters Score -1.962871e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138012 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -19628668.000000 Penalty: 5900.514648
	Iteration 107Q: 3 clusters Score -1.962867e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138139 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -19628672.000000 Penalty: 5900.514648
	Iteration 108Q: 3 clusters Score -1.962867e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -19628680.000000 Penalty: 5900.514648
	Iteration 109Q: 3 clusters Score -1.962868e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -19628684.000000 Penalty: 5900.514648
	Iteration 110Q: 3 clusters Score -1.962868e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -19628700.000000 Penalty: 5900.514648
	Iteration 111Q: 3 clusters Score -1.96287e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -19628698.000000 Penalty: 5900.514648
	Iteration 112Q: 3 clusters Score -1.96287e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -19628730.000000 Penalty: 5900.514648
	Iteration 113Q: 3 clusters Score -1.962873e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138839 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -19628750.000000 Penalty: 5900.514648
	Iteration 114Q: 3 clusters Score -1.962875e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -19628742.000000 Penalty: 5900.514648
	Iteration 115Q: 3 clusters Score -1.962874e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -19628754.000000 Penalty: 5900.514648
	Iteration 116Q: 3 clusters Score -1.962875e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -19628778.000000 Penalty: 5900.514648
	Iteration 117Q: 3 clusters Score -1.962878e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -19628800.000000 Penalty: 5900.514648
	Iteration 118Q: 3 clusters Score -1.96288e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -19628798.000000 Penalty: 5900.514648
	Iteration 119Q: 3 clusters Score -1.96288e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -19628782.000000 Penalty: 5900.514648
	Iteration 120F: 3 clusters Score -1.962878e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139567 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -19628768.000000 Penalty: 5900.514648
	Iteration 121Q: 3 clusters Score -1.962877e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -19628774.000000 Penalty: 5900.514648
	Iteration 122Q: 3 clusters Score -1.962877e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -19628800.000000 Penalty: 5900.514648
	Iteration 123Q: 3 clusters Score -1.96288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -19628796.000000 Penalty: 5900.514648
	Iteration 124Q: 3 clusters Score -1.96288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -19628800.000000 Penalty: 5900.514648
	Iteration 125Q: 3 clusters Score -1.96288e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -19628786.000000 Penalty: 5900.514648
	Iteration 126Q: 3 clusters Score -1.962879e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -19628782.000000 Penalty: 5900.514648
	Iteration 127Q: 3 clusters Score -1.962878e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -19628758.000000 Penalty: 5900.514648
	Iteration 128Q: 3 clusters Score -1.962876e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -19628732.000000 Penalty: 5900.514648
	Iteration 129Q: 3 clusters Score -1.962873e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -19628724.000000 Penalty: 5900.514648
	Iteration 130Q: 3 clusters Score -1.962872e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -19628704.000000 Penalty: 5900.514648
	Iteration 131Q: 3 clusters Score -1.96287e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140480 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -19628702.000000 Penalty: 5900.514648
	Iteration 132Q: 3 clusters Score -1.96287e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -19628718.000000 Penalty: 5900.514648
	Iteration 133Q: 3 clusters Score -1.962872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140641 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -19628684.000000 Penalty: 5900.514648
	Iteration 134Q: 3 clusters Score -1.962868e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -19628692.000000 Penalty: 5900.514648
	Iteration 135Q: 3 clusters Score -1.962869e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -19628696.000000 Penalty: 5900.514648
	Iteration 136Q: 3 clusters Score -1.96287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -19628670.000000 Penalty: 5900.514648
	Iteration 137Q: 3 clusters Score -1.962867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -19628672.000000 Penalty: 5900.514648
	Iteration 138Q: 3 clusters Score -1.962867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140900 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -19628698.000000 Penalty: 5900.514648
	Iteration 139Q: 3 clusters Score -1.96287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140925 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -19628694.000000 Penalty: 5900.514648
	Iteration 140F: 3 clusters Score -1.962869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140953 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -19628696.000000 Penalty: 5900.514648
	Iteration 141Q: 3 clusters Score -1.96287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140976 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -19628702.000000 Penalty: 5900.514648
	Iteration 142Q: 3 clusters Score -1.96287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -19628720.000000 Penalty: 5900.514648
	Iteration 143Q: 3 clusters Score -1.962872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -19628698.000000 Penalty: 5900.514648
	Iteration 144Q: 3 clusters Score -1.96287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141053 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -19628698.000000 Penalty: 5900.514648
	Iteration 145Q: 3 clusters Score -1.96287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141075 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -19628702.000000 Penalty: 5900.514648
	Iteration 146Q: 3 clusters Score -1.96287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -19628698.000000 Penalty: 5900.514648
	Iteration 147Q: 3 clusters Score -1.96287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -19628684.000000 Penalty: 5900.514648
	Iteration 148Q: 3 clusters Score -1.962868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -19628676.000000 Penalty: 5900.514648
	Iteration 149Q: 3 clusters Score -1.962868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -19628686.000000 Penalty: 5900.514648
	Iteration 150Q: 3 clusters Score -1.962869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -19628674.000000 Penalty: 5900.514648
	Iteration 151Q: 3 clusters Score -1.962867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -19628656.000000 Penalty: 5900.514648
	Iteration 152Q: 3 clusters Score -1.962866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141233 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -19628680.000000 Penalty: 5900.514648
	Iteration 153Q: 3 clusters Score -1.962868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -19628664.000000 Penalty: 5900.514648
	Iteration 154Q: 3 clusters Score -1.962866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -19628674.000000 Penalty: 5900.514648
	Iteration 155Q: 3 clusters Score -1.962867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -19628658.000000 Penalty: 5900.514648
	Iteration 156Q: 3 clusters Score -1.962866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -19628674.000000 Penalty: 5900.514648
	Iteration 157Q: 3 clusters Score -1.962867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -19628650.000000 Penalty: 5900.514648
	Iteration 158Q: 3 clusters Score -1.962865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -19628626.000000 Penalty: 5900.514648
	Iteration 159Q: 3 clusters Score -1.962863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -19628622.000000 Penalty: 5900.514648
	Iteration 160F: 3 clusters Score -1.962862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141419 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -19628626.000000 Penalty: 5900.514648
	Iteration 161Q: 3 clusters Score -1.962863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -19628582.000000 Penalty: 5900.514648
	Iteration 162Q: 3 clusters Score -1.962858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -19628590.000000 Penalty: 5900.514648
	Iteration 163Q: 3 clusters Score -1.962859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -19628590.000000 Penalty: 5900.514648
	Iteration 164Q: 3 clusters Score -1.962859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -19628596.000000 Penalty: 5900.514648
	Iteration 165Q: 3 clusters Score -1.96286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -19628602.000000 Penalty: 5900.514648
	Iteration 166Q: 3 clusters Score -1.96286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141507 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -19628600.000000 Penalty: 5900.514648
	Iteration 167Q: 3 clusters Score -1.96286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141522 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -19628582.000000 Penalty: 5900.514648
	Iteration 168Q: 3 clusters Score -1.962858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -19628592.000000 Penalty: 5900.514648
	Iteration 169Q: 3 clusters Score -1.962859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -19628604.000000 Penalty: 5900.514648
	Iteration 170Q: 3 clusters Score -1.96286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -19628590.000000 Penalty: 5900.514648
	Iteration 171Q: 3 clusters Score -1.962859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141555 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -19628582.000000 Penalty: 5900.514648
	Iteration 172Q: 3 clusters Score -1.962858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -19628580.000000 Penalty: 5900.514648
	Iteration 173Q: 3 clusters Score -1.962858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -19628576.000000 Penalty: 5900.514648
	Iteration 174Q: 3 clusters Score -1.962858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -19628588.000000 Penalty: 5900.514648
	Iteration 175Q: 3 clusters Score -1.962859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -19628592.000000 Penalty: 5900.514648
	Iteration 176Q: 3 clusters Score -1.962859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -19628596.000000 Penalty: 5900.514648
	Iteration 177Q: 3 clusters Score -1.96286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141601 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -19628580.000000 Penalty: 5900.514648
	Iteration 178Q: 3 clusters Score -1.962858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141607 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -19628582.000000 Penalty: 5900.514648
	Iteration 179Q: 3 clusters Score -1.962858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -19628572.000000 Penalty: 5900.514648
	Iteration 180F: 3 clusters Score -1.962857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -19628562.000000 Penalty: 5900.514648
	Iteration 181Q: 3 clusters Score -1.962856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -19628572.000000 Penalty: 5900.514648
	Iteration 182Q: 3 clusters Score -1.962857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141637 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -19628572.000000 Penalty: 5900.514648
	Iteration 183Q: 3 clusters Score -1.962857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -19628566.000000 Penalty: 5900.514648
	Iteration 184Q: 3 clusters Score -1.962857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -19628554.000000 Penalty: 5900.514648
	Iteration 185Q: 3 clusters Score -1.962855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -19628554.000000 Penalty: 5900.514648
	Iteration 186Q: 3 clusters Score -1.962855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141669 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19628558.000000 Penalty: 5900.514648
	Iteration 187Q: 3 clusters Score -1.962856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141672 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -19628566.000000 Penalty: 5900.514648
	Iteration 188Q: 3 clusters Score -1.962857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141676 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -19628556.000000 Penalty: 5900.514648
	Iteration 189Q: 3 clusters Score -1.962856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141678 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -19628556.000000 Penalty: 5900.514648
	Iteration 190Q: 3 clusters Score -1.962856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -19628550.000000 Penalty: 5900.514648
	Iteration 191Q: 3 clusters Score -1.962855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -19628548.000000 Penalty: 5900.514648
	Iteration 192Q: 3 clusters Score -1.962855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -19628554.000000 Penalty: 5900.514648
	Iteration 193Q: 3 clusters Score -1.962855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -19628558.000000 Penalty: 5900.514648
	Iteration 194Q: 3 clusters Score -1.962856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19628566.000000 Penalty: 5900.514648
	Iteration 195Q: 3 clusters Score -1.962857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19628566.000000 Penalty: 5900.514648
	Iteration 196F: 3 clusters Score -1.962857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159684.484375 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159684.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160244.171875 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160244.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160517.015625 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -160742.406250 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -160742.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160956.078125 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -160956.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161160.953125 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -161161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161394.625000 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -161394.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -161529.703125 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -161529.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161565.937500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -161565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161578.015625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -161578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161581.140625 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -161581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161581.750000 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -161581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161597.750000 Penalty: 3551.008789
	Iteration 12F: 3 clusters Score -161597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -161634.265625 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -161634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161655.781250 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -161655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -161660.453125 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -161660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161663.484375 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -161663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161669.906250 Penalty: 3551.008789
	Iteration 17Q: 3 clusters Score -161669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161670.375000 Penalty: 3551.008789
	Iteration 18Q: 3 clusters Score -161670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161670.375000 Penalty: 3551.008789
	Iteration 19F: 3 clusters Score -161670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -591787.375000 Penalty: 2088.055908
	Iteration 0F: 2 clusters Score -591787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -587535.687500 Penalty: 4176.111816
	Iteration 0F: 3 clusters Score -587535.7 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -588471.750000 Penalty: 4176.111816
	Iteration 1F: 3 clusters Score -588471.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -588666.750000 Penalty: 4176.111816
	Iteration 2F: 3 clusters Score -588666.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -588791.875000 Penalty: 4176.111816
	Iteration 3F: 3 clusters Score -588791.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -588875.125000 Penalty: 4176.111816
	Iteration 4Q: 3 clusters Score -588875.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -588944.375000 Penalty: 4176.111816
	Iteration 5Q: 3 clusters Score -588944.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -589011.000000 Penalty: 4176.111816
	Iteration 6Q: 3 clusters Score -589011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -589061.562500 Penalty: 4176.111816
	Iteration 7Q: 3 clusters Score -589061.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -589108.000000 Penalty: 4176.111816
	Iteration 8Q: 3 clusters Score -589108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -589149.062500 Penalty: 4176.111816
	Iteration 9Q: 3 clusters Score -589149.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -589193.562500 Penalty: 4176.111816
	Iteration 10Q: 3 clusters Score -589193.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -589227.312500 Penalty: 4176.111816
	Iteration 11Q: 3 clusters Score -589227.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -589261.875000 Penalty: 4176.111816
	Iteration 12Q: 3 clusters Score -589261.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -589299.937500 Penalty: 4176.111816
	Iteration 13Q: 3 clusters Score -589299.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -589337.875000 Penalty: 4176.111816
	Iteration 14Q: 3 clusters Score -589337.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -589381.562500 Penalty: 4176.111816
	Iteration 15Q: 3 clusters Score -589381.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -589430.250000 Penalty: 4176.111816
	Iteration 16Q: 3 clusters Score -589430.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -589482.000000 Penalty: 4176.111816
	Iteration 17Q: 3 clusters Score -589482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -589529.125000 Penalty: 4176.111816
	Iteration 18Q: 3 clusters Score -589529.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -589562.562500 Penalty: 4176.111816
	Iteration 19Q: 3 clusters Score -589562.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -589593.937500 Penalty: 4176.111816
	Iteration 20F: 3 clusters Score -589593.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -589634.812500 Penalty: 4176.111816
	Iteration 21Q: 3 clusters Score -589634.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -589674.562500 Penalty: 4176.111816
	Iteration 22Q: 3 clusters Score -589674.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -589706.000000 Penalty: 4176.111816
	Iteration 23Q: 3 clusters Score -589706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -589730.062500 Penalty: 4176.111816
	Iteration 24Q: 3 clusters Score -589730.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -589753.937500 Penalty: 4176.111816
	Iteration 25Q: 3 clusters Score -589753.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -589770.375000 Penalty: 4176.111816
	Iteration 26Q: 3 clusters Score -589770.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -589787.125000 Penalty: 4176.111816
	Iteration 27Q: 3 clusters Score -589787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -589800.625000 Penalty: 4176.111816
	Iteration 28Q: 3 clusters Score -589800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -589815.062500 Penalty: 4176.111816
	Iteration 29Q: 3 clusters Score -589815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -589825.062500 Penalty: 4176.111816
	Iteration 30Q: 3 clusters Score -589825.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -589839.875000 Penalty: 4176.111816
	Iteration 31Q: 3 clusters Score -589839.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -589855.812500 Penalty: 4176.111816
	Iteration 32Q: 3 clusters Score -589855.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -589871.375000 Penalty: 4176.111816
	Iteration 33Q: 3 clusters Score -589871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -589880.937500 Penalty: 4176.111816
	Iteration 34Q: 3 clusters Score -589880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -589890.125000 Penalty: 4176.111816
	Iteration 35Q: 3 clusters Score -589890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -589894.500000 Penalty: 4176.111816
	Iteration 36Q: 3 clusters Score -589894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -589895.687500 Penalty: 4176.111816
	Iteration 37Q: 3 clusters Score -589895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -589898.812500 Penalty: 4176.111816
	Iteration 38Q: 3 clusters Score -589898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -589903.437500 Penalty: 4176.111816
	Iteration 39Q: 3 clusters Score -589903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -589903.375000 Penalty: 4176.111816
	Iteration 40F: 3 clusters Score -589903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -589906.062500 Penalty: 4176.111816
	Iteration 41Q: 3 clusters Score -589906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -589907.437500 Penalty: 4176.111816
	Iteration 42Q: 3 clusters Score -589907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -589907.625000 Penalty: 4176.111816
	Iteration 43Q: 3 clusters Score -589907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -589908.500000 Penalty: 4176.111816
	Iteration 44Q: 3 clusters Score -589908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -589908.500000 Penalty: 4176.111816
	Iteration 45F: 3 clusters Score -589908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -561797.750000 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -561797.8 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 2240 members 
Entering Unmasked Estep 
Score: -557606.500000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -557606.5 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -558552.000000 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -558552 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -558768.062500 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -558768.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -558944.125000 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -558944.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -559090.812500 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -559090.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -559232.437500 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -559232.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -559358.812500 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -559358.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -559460.750000 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -559460.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -559546.750000 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -559546.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -559634.187500 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -559634.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -559720.750000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -559720.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -559792.500000 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -559792.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559855.750000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -559855.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -559903.312500 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -559903.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -559948.687500 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -559948.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559981.500000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -559981.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -560015.562500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -560015.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -560051.687500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -560051.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -560082.687500 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -560082.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -560106.437500 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -560106.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -560124.312500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -560124.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -560136.562500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -560136.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -560152.375000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -560152.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -560161.437500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -560161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -560167.812500 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -560167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -560172.125000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -560172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -560180.250000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -560180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -560186.687500 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -560186.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -560193.750000 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -560193.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -560202.062500 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -560202.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -560210.500000 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -560210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -560214.625000 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -560214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -560220.375000 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -560220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -560225.562500 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -560225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -560229.000000 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -560229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -560232.625000 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -560232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -560232.375000 Penalty: 4167.172852
	Iteration 36Q: 3 clusters Score -560232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -560232.437500 Penalty: 4167.172852
	Iteration 37Q: 3 clusters Score -560232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -560232.437500 Penalty: 4167.172852
	Iteration 38Q: 3 clusters Score -560232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -560232.437500 Penalty: 4167.172852
	Iteration 39F: 3 clusters Score -560232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -978164.375000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -978164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -972142.750000 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -972142.8 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -973818.750000 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -973818.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -974096.812500 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -974096.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -974300.937500 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -974300.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -974469.250000 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -974469.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -974641.000000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -974641 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -974855.812500 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -974855.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -975111.625000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -975111.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -975406.875000 Penalty: 4419.583496
	Iteration 8F: 3 clusters Score -975406.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -975653.000000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -975653 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -975836.125000 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -975836.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -975955.687500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -975955.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -976047.500000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -976047.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -976100.687500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -976100.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -976132.625000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -976132.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -976153.125000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -976153.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -976170.687500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -976170.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -976179.687500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -976179.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -976188.687500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -976188.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -976194.687500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -976194.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -976194.250000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -976194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -976199.250000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -976199.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -976203.562500 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -976203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -976202.812500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -976202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -976205.625000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -976205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -976206.000000 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -976206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -976205.125000 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -976205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -976205.125000 Penalty: 4419.583496
	Iteration 27F: 3 clusters Score -976205.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -1262373.250000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -1262373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1254851.000000 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -1254851 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1257198.875000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -1257199 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1257741.500000 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -1257742 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1258163.625000 Penalty: 4555.415039
	Iteration 3F: 3 clusters Score -1258164 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1258556.500000 Penalty: 4555.415039
	Iteration 4F: 3 clusters Score -1258556 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1258970.250000 Penalty: 4555.415039
	Iteration 5F: 3 clusters Score -1258970 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1259370.125000 Penalty: 4555.415039
	Iteration 6F: 3 clusters Score -1259370 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1259676.375000 Penalty: 4555.415039
	Iteration 7F: 3 clusters Score -1259676 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1259917.125000 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -1259917 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1260058.000000 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -1260058 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1260169.875000 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -1260170 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1260251.750000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -1260252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1260309.000000 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -1260309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1260346.500000 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -1260346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1260381.125000 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -1260381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1260417.500000 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -1260418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1260451.750000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -1260452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1260471.250000 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -1260471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1260490.125000 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -1260490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1260504.625000 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -1260505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1260515.375000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -1260515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1260526.250000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -1260526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1260539.750000 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -1260540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1260554.000000 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -1260554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1260567.500000 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -1260568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1260579.875000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -1260580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1260597.750000 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -1260598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1260613.500000 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -1260614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1260627.000000 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -1260627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1260643.750000 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -1260644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1260655.250000 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -1260655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1260663.750000 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -1260664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1260672.250000 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -1260672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1260679.875000 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -1260680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1260685.875000 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -1260686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1260698.500000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -1260698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1260704.375000 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -1260704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260714.875000 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -1260715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1260728.500000 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -1260728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1260742.625000 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -1260743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1260763.000000 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -1260763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1260774.625000 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -1260775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1260792.625000 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -1260793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1260805.125000 Penalty: 4555.415039
	Iteration 43Q: 3 clusters Score -1260805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1260813.000000 Penalty: 4555.415039
	Iteration 44Q: 3 clusters Score -1260813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1260829.000000 Penalty: 4555.415039
	Iteration 45Q: 3 clusters Score -1260829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1260844.375000 Penalty: 4555.415039
	Iteration 46Q: 3 clusters Score -1260844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1260863.500000 Penalty: 4555.415039
	Iteration 47Q: 3 clusters Score -1260864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1260883.000000 Penalty: 4555.415039
	Iteration 48Q: 3 clusters Score -1260883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1260902.125000 Penalty: 4555.415039
	Iteration 49Q: 3 clusters Score -1260902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1260932.500000 Penalty: 4555.415039
	Iteration 50Q: 3 clusters Score -1260932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1260971.000000 Penalty: 4555.415039
	Iteration 51Q: 3 clusters Score -1260971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1261000.375000 Penalty: 4555.415039
	Iteration 52Q: 3 clusters Score -1261000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1261031.375000 Penalty: 4555.415039
	Iteration 53Q: 3 clusters Score -1261031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1261060.750000 Penalty: 4555.415039
	Iteration 54Q: 3 clusters Score -1261061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1261085.625000 Penalty: 4555.415039
	Iteration 55Q: 3 clusters Score -1261086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1261121.625000 Penalty: 4555.415039
	Iteration 56Q: 3 clusters Score -1261122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1261168.125000 Penalty: 4555.415039
	Iteration 57Q: 3 clusters Score -1261168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1261200.000000 Penalty: 4555.415039
	Iteration 58Q: 3 clusters Score -1261200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1261210.500000 Penalty: 4555.415039
	Iteration 59Q: 3 clusters Score -1261210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1261214.125000 Penalty: 4555.415039
	Iteration 60F: 3 clusters Score -1261214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1261219.625000 Penalty: 4555.415039
	Iteration 61Q: 3 clusters Score -1261220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1261223.250000 Penalty: 4555.415039
	Iteration 62Q: 3 clusters Score -1261223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1261229.250000 Penalty: 4555.415039
	Iteration 63Q: 3 clusters Score -1261229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1261245.875000 Penalty: 4555.415039
	Iteration 64Q: 3 clusters Score -1261246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1261255.125000 Penalty: 4555.415039
	Iteration 65Q: 3 clusters Score -1261255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1261265.250000 Penalty: 4555.415039
	Iteration 66Q: 3 clusters Score -1261265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1261274.375000 Penalty: 4555.415039
	Iteration 67Q: 3 clusters Score -1261274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1261278.500000 Penalty: 4555.415039
	Iteration 68Q: 3 clusters Score -1261278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1261281.875000 Penalty: 4555.415039
	Iteration 69Q: 3 clusters Score -1261282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1261284.375000 Penalty: 4555.415039
	Iteration 70Q: 3 clusters Score -1261284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1261288.375000 Penalty: 4555.415039
	Iteration 71Q: 3 clusters Score -1261288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1261296.625000 Penalty: 4555.415039
	Iteration 72Q: 3 clusters Score -1261297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1261304.000000 Penalty: 4555.415039
	Iteration 73Q: 3 clusters Score -1261304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1261307.625000 Penalty: 4555.415039
	Iteration 74Q: 3 clusters Score -1261308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1261313.875000 Penalty: 4555.415039
	Iteration 75Q: 3 clusters Score -1261314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1261318.000000 Penalty: 4555.415039
	Iteration 76Q: 3 clusters Score -1261318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1261322.750000 Penalty: 4555.415039
	Iteration 77Q: 3 clusters Score -1261323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1261324.500000 Penalty: 4555.415039
	Iteration 78Q: 3 clusters Score -1261324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1261328.375000 Penalty: 4555.415039
	Iteration 79Q: 3 clusters Score -1261328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1261339.500000 Penalty: 4555.415039
	Iteration 80F: 3 clusters Score -1261340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1261348.000000 Penalty: 4555.415039
	Iteration 81Q: 3 clusters Score -1261348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1261356.000000 Penalty: 4555.415039
	Iteration 82Q: 3 clusters Score -1261356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1261366.000000 Penalty: 4555.415039
	Iteration 83Q: 3 clusters Score -1261366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1261371.000000 Penalty: 4555.415039
	Iteration 84Q: 3 clusters Score -1261371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1261376.750000 Penalty: 4555.415039
	Iteration 85Q: 3 clusters Score -1261377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1261375.875000 Penalty: 4555.415039
	Iteration 86Q: 3 clusters Score -1261376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1261377.875000 Penalty: 4555.415039
	Iteration 87Q: 3 clusters Score -1261378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1261378.500000 Penalty: 4555.415039
	Iteration 88Q: 3 clusters Score -1261378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1261379.500000 Penalty: 4555.415039
	Iteration 89Q: 3 clusters Score -1261380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1261379.500000 Penalty: 4555.415039
	Iteration 90F: 3 clusters Score -1261380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Entering Unmasked Estep 
Score: -12754788.000000 Penalty: 2844.344482
	Iteration 0F: 2 clusters Score -1.275479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -12690776.000000 Penalty: 5688.688965
	Iteration 0F: 3 clusters Score -1.269078e+07 nChanged 45287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -12716536.000000 Penalty: 5688.688965
	Iteration 1F: 3 clusters Score -1.271654e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -12717287.000000 Penalty: 5688.688965
	Iteration 2Q: 3 clusters Score -1.271729e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -12718237.000000 Penalty: 5688.688965
	Iteration 3Q: 3 clusters Score -1.271824e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -12719608.000000 Penalty: 5688.688965
	Iteration 4Q: 3 clusters Score -1.271961e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -12721545.000000 Penalty: 5688.688965
	Iteration 5Q: 3 clusters Score -1.272154e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -12724667.000000 Penalty: 5688.688965
	Iteration 6F: 3 clusters Score -1.272467e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -12729420.000000 Penalty: 5688.688965
	Iteration 7F: 3 clusters Score -1.272942e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -12735636.000000 Penalty: 5688.688965
	Iteration 8F: 3 clusters Score -1.273564e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -12741734.000000 Penalty: 5688.688965
	Iteration 9F: 3 clusters Score -1.274173e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -12746373.000000 Penalty: 5688.688965
	Iteration 10Q: 3 clusters Score -1.274637e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -12749010.000000 Penalty: 5688.688965
	Iteration 11Q: 3 clusters Score -1.274901e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -12750348.000000 Penalty: 5688.688965
	Iteration 12Q: 3 clusters Score -1.275035e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -12751133.000000 Penalty: 5688.688965
	Iteration 13Q: 3 clusters Score -1.275113e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -12751610.000000 Penalty: 5688.688965
	Iteration 14Q: 3 clusters Score -1.275161e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -12751940.000000 Penalty: 5688.688965
	Iteration 15Q: 3 clusters Score -1.275194e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -12752141.000000 Penalty: 5688.688965
	Iteration 16Q: 3 clusters Score -1.275214e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -12752269.000000 Penalty: 5688.688965
	Iteration 17Q: 3 clusters Score -1.275227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -12752342.000000 Penalty: 5688.688965
	Iteration 18Q: 3 clusters Score -1.275234e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -12752378.000000 Penalty: 5688.688965
	Iteration 19Q: 3 clusters Score -1.275238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -12752412.000000 Penalty: 5688.688965
	Iteration 20F: 3 clusters Score -1.275241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -12752425.000000 Penalty: 5688.688965
	Iteration 21Q: 3 clusters Score -1.275242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -12752440.000000 Penalty: 5688.688965
	Iteration 22Q: 3 clusters Score -1.275244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -12752451.000000 Penalty: 5688.688965
	Iteration 23Q: 3 clusters Score -1.275245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -12752476.000000 Penalty: 5688.688965
	Iteration 24Q: 3 clusters Score -1.275248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -12752483.000000 Penalty: 5688.688965
	Iteration 25Q: 3 clusters Score -1.275248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -12752476.000000 Penalty: 5688.688965
	Iteration 26Q: 3 clusters Score -1.275248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12752490.000000 Penalty: 5688.688965
	Iteration 27Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -12752480.000000 Penalty: 5688.688965
	Iteration 28Q: 3 clusters Score -1.275248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -12752482.000000 Penalty: 5688.688965
	Iteration 29Q: 3 clusters Score -1.275248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -12752483.000000 Penalty: 5688.688965
	Iteration 30Q: 3 clusters Score -1.275248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -12752495.000000 Penalty: 5688.688965
	Iteration 31Q: 3 clusters Score -1.27525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -12752494.000000 Penalty: 5688.688965
	Iteration 32Q: 3 clusters Score -1.275249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -12752486.000000 Penalty: 5688.688965
	Iteration 33Q: 3 clusters Score -1.275249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -12752487.000000 Penalty: 5688.688965
	Iteration 34Q: 3 clusters Score -1.275249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -12752485.000000 Penalty: 5688.688965
	Iteration 35Q: 3 clusters Score -1.275248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -12752489.000000 Penalty: 5688.688965
	Iteration 36Q: 3 clusters Score -1.275249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -12752484.000000 Penalty: 5688.688965
	Iteration 37Q: 3 clusters Score -1.275248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -12752489.000000 Penalty: 5688.688965
	Iteration 38Q: 3 clusters Score -1.275249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -12752489.000000 Penalty: 5688.688965
	Iteration 39Q: 3 clusters Score -1.275249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -12752489.000000 Penalty: 5688.688965
	Iteration 40F: 3 clusters Score -1.275249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -12752501.000000 Penalty: 5688.688965
	Iteration 41Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -12752497.000000 Penalty: 5688.688965
	Iteration 42Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -12752498.000000 Penalty: 5688.688965
	Iteration 43Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -12752495.000000 Penalty: 5688.688965
	Iteration 44Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -12752495.000000 Penalty: 5688.688965
	Iteration 45Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -12752500.000000 Penalty: 5688.688965
	Iteration 46Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -12752509.000000 Penalty: 5688.688965
	Iteration 47Q: 3 clusters Score -1.275251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -12752509.000000 Penalty: 5688.688965
	Iteration 48F: 3 clusters Score -1.275251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Entering Unmasked Estep 
Score: -2037829.875000 Penalty: 2395.192627
	Iteration 0F: 2 clusters Score -2037830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2026533.750000 Penalty: 4790.385254
	Iteration 0F: 3 clusters Score -2026534 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2030150.750000 Penalty: 4790.385254
	Iteration 1F: 3 clusters Score -2030151 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2030658.500000 Penalty: 4790.385254
	Iteration 2F: 3 clusters Score -2030658 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2031329.875000 Penalty: 4790.385254
	Iteration 3F: 3 clusters Score -2031330 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2032282.875000 Penalty: 4790.385254
	Iteration 4F: 3 clusters Score -2032283 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2033415.375000 Penalty: 4790.385254
	Iteration 5F: 3 clusters Score -2033415 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2034364.500000 Penalty: 4790.385254
	Iteration 6F: 3 clusters Score -2034364 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2034958.000000 Penalty: 4790.385254
	Iteration 7F: 3 clusters Score -2034958 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2035293.000000 Penalty: 4790.385254
	Iteration 8Q: 3 clusters Score -2035293 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2035463.500000 Penalty: 4790.385254
	Iteration 9Q: 3 clusters Score -2035464 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2035562.625000 Penalty: 4790.385254
	Iteration 10Q: 3 clusters Score -2035563 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2035638.250000 Penalty: 4790.385254
	Iteration 11Q: 3 clusters Score -2035638 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2035697.625000 Penalty: 4790.385254
	Iteration 12Q: 3 clusters Score -2035698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2035740.375000 Penalty: 4790.385254
	Iteration 13Q: 3 clusters Score -2035740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2035788.250000 Penalty: 4790.385254
	Iteration 14Q: 3 clusters Score -2035788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2035831.000000 Penalty: 4790.385254
	Iteration 15Q: 3 clusters Score -2035831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2035878.125000 Penalty: 4790.385254
	Iteration 16Q: 3 clusters Score -2035878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2035915.500000 Penalty: 4790.385254
	Iteration 17Q: 3 clusters Score -2035916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2035949.250000 Penalty: 4790.385254
	Iteration 18Q: 3 clusters Score -2035949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2035972.125000 Penalty: 4790.385254
	Iteration 19Q: 3 clusters Score -2035972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2035986.375000 Penalty: 4790.385254
	Iteration 20F: 3 clusters Score -2035986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2035999.375000 Penalty: 4790.385254
	Iteration 21Q: 3 clusters Score -2035999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2036009.625000 Penalty: 4790.385254
	Iteration 22Q: 3 clusters Score -2036010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2036024.625000 Penalty: 4790.385254
	Iteration 23Q: 3 clusters Score -2036025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2036038.625000 Penalty: 4790.385254
	Iteration 24Q: 3 clusters Score -2036039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2036049.250000 Penalty: 4790.385254
	Iteration 25Q: 3 clusters Score -2036049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2036049.375000 Penalty: 4790.385254
	Iteration 26Q: 3 clusters Score -2036049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2036057.875000 Penalty: 4790.385254
	Iteration 27Q: 3 clusters Score -2036058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2036063.375000 Penalty: 4790.385254
	Iteration 28Q: 3 clusters Score -2036063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2036069.500000 Penalty: 4790.385254
	Iteration 29Q: 3 clusters Score -2036070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2036076.375000 Penalty: 4790.385254
	Iteration 30Q: 3 clusters Score -2036076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2036079.875000 Penalty: 4790.385254
	Iteration 31Q: 3 clusters Score -2036080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2036085.750000 Penalty: 4790.385254
	Iteration 32Q: 3 clusters Score -2036086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2036098.750000 Penalty: 4790.385254
	Iteration 33Q: 3 clusters Score -2036099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2036106.750000 Penalty: 4790.385254
	Iteration 34Q: 3 clusters Score -2036107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2036109.875000 Penalty: 4790.385254
	Iteration 35Q: 3 clusters Score -2036110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2036119.625000 Penalty: 4790.385254
	Iteration 36Q: 3 clusters Score -2036120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2036132.375000 Penalty: 4790.385254
	Iteration 37Q: 3 clusters Score -2036132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2036142.125000 Penalty: 4790.385254
	Iteration 38Q: 3 clusters Score -2036142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2036156.375000 Penalty: 4790.385254
	Iteration 39Q: 3 clusters Score -2036156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2036168.500000 Penalty: 4790.385254
	Iteration 40F: 3 clusters Score -2036168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2036189.500000 Penalty: 4790.385254
	Iteration 41Q: 3 clusters Score -2036190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2036207.500000 Penalty: 4790.385254
	Iteration 42Q: 3 clusters Score -2036208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2036228.250000 Penalty: 4790.385254
	Iteration 43Q: 3 clusters Score -2036228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2036249.250000 Penalty: 4790.385254
	Iteration 44Q: 3 clusters Score -2036249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2036261.625000 Penalty: 4790.385254
	Iteration 45Q: 3 clusters Score -2036262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2036283.125000 Penalty: 4790.385254
	Iteration 46Q: 3 clusters Score -2036283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2036292.875000 Penalty: 4790.385254
	Iteration 47Q: 3 clusters Score -2036293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2036303.875000 Penalty: 4790.385254
	Iteration 48Q: 3 clusters Score -2036304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2036309.875000 Penalty: 4790.385254
	Iteration 49Q: 3 clusters Score -2036310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2036312.750000 Penalty: 4790.385254
	Iteration 50Q: 3 clusters Score -2036313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2036329.625000 Penalty: 4790.385254
	Iteration 51Q: 3 clusters Score -2036330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2036330.000000 Penalty: 4790.385254
	Iteration 52Q: 3 clusters Score -2036330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2036348.250000 Penalty: 4790.385254
	Iteration 53Q: 3 clusters Score -2036348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2036354.250000 Penalty: 4790.385254
	Iteration 54Q: 3 clusters Score -2036354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2036358.500000 Penalty: 4790.385254
	Iteration 55Q: 3 clusters Score -2036358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2036364.500000 Penalty: 4790.385254
	Iteration 56Q: 3 clusters Score -2036364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2036373.125000 Penalty: 4790.385254
	Iteration 57Q: 3 clusters Score -2036373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2036376.125000 Penalty: 4790.385254
	Iteration 58Q: 3 clusters Score -2036376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2036377.875000 Penalty: 4790.385254
	Iteration 59Q: 3 clusters Score -2036378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2036393.375000 Penalty: 4790.385254
	Iteration 60F: 3 clusters Score -2036393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2036404.500000 Penalty: 4790.385254
	Iteration 61Q: 3 clusters Score -2036404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2036420.625000 Penalty: 4790.385254
	Iteration 62Q: 3 clusters Score -2036421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2036431.625000 Penalty: 4790.385254
	Iteration 63Q: 3 clusters Score -2036432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2036445.000000 Penalty: 4790.385254
	Iteration 64Q: 3 clusters Score -2036445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2036454.375000 Penalty: 4790.385254
	Iteration 65Q: 3 clusters Score -2036454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2036464.000000 Penalty: 4790.385254
	Iteration 66Q: 3 clusters Score -2036464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2036476.375000 Penalty: 4790.385254
	Iteration 67Q: 3 clusters Score -2036476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2036486.375000 Penalty: 4790.385254
	Iteration 68Q: 3 clusters Score -2036486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2036500.750000 Penalty: 4790.385254
	Iteration 69Q: 3 clusters Score -2036501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2036504.750000 Penalty: 4790.385254
	Iteration 70Q: 3 clusters Score -2036505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2036512.875000 Penalty: 4790.385254
	Iteration 71Q: 3 clusters Score -2036513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2036525.250000 Penalty: 4790.385254
	Iteration 72Q: 3 clusters Score -2036525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2036530.000000 Penalty: 4790.385254
	Iteration 73Q: 3 clusters Score -2036530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2036546.125000 Penalty: 4790.385254
	Iteration 74Q: 3 clusters Score -2036546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2036564.750000 Penalty: 4790.385254
	Iteration 75Q: 3 clusters Score -2036565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2036576.750000 Penalty: 4790.385254
	Iteration 76Q: 3 clusters Score -2036577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2036594.125000 Penalty: 4790.385254
	Iteration 77Q: 3 clusters Score -2036594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2036606.125000 Penalty: 4790.385254
	Iteration 78Q: 3 clusters Score -2036606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2036609.250000 Penalty: 4790.385254
	Iteration 79Q: 3 clusters Score -2036609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2036616.125000 Penalty: 4790.385254
	Iteration 80F: 3 clusters Score -2036616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2036623.500000 Penalty: 4790.385254
	Iteration 81Q: 3 clusters Score -2036624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2036627.375000 Penalty: 4790.385254
	Iteration 82Q: 3 clusters Score -2036627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2036637.000000 Penalty: 4790.385254
	Iteration 83Q: 3 clusters Score -2036637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2036650.625000 Penalty: 4790.385254
	Iteration 84Q: 3 clusters Score -2036651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2036654.250000 Penalty: 4790.385254
	Iteration 85Q: 3 clusters Score -2036654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2036662.000000 Penalty: 4790.385254
	Iteration 86Q: 3 clusters Score -2036662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2036666.625000 Penalty: 4790.385254
	Iteration 87Q: 3 clusters Score -2036667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2036673.750000 Penalty: 4790.385254
	Iteration 88Q: 3 clusters Score -2036674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2036672.125000 Penalty: 4790.385254
	Iteration 89Q: 3 clusters Score -2036672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2036672.625000 Penalty: 4790.385254
	Iteration 90Q: 3 clusters Score -2036673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2036677.750000 Penalty: 4790.385254
	Iteration 91Q: 3 clusters Score -2036678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2036676.625000 Penalty: 4790.385254
	Iteration 92Q: 3 clusters Score -2036677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2036674.500000 Penalty: 4790.385254
	Iteration 93Q: 3 clusters Score -2036674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2036676.250000 Penalty: 4790.385254
	Iteration 94Q: 3 clusters Score -2036676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2036677.875000 Penalty: 4790.385254
	Iteration 95Q: 3 clusters Score -2036678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2036678.500000 Penalty: 4790.385254
	Iteration 96Q: 3 clusters Score -2036678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2036680.250000 Penalty: 4790.385254
	Iteration 97Q: 3 clusters Score -2036680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2036679.500000 Penalty: 4790.385254
	Iteration 98Q: 3 clusters Score -2036680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2036679.500000 Penalty: 4790.385254
	Iteration 99F: 3 clusters Score -2036680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -451003.187500 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -451003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -447378.187500 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -447378.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -448295.843750 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -448295.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -448588.906250 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -448588.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -448780.468750 Penalty: 4059.795654
	Iteration 3F: 3 clusters Score -448780.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -448929.937500 Penalty: 4059.795654
	Iteration 4F: 3 clusters Score -448929.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -449048.625000 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -449048.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -449136.750000 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -449136.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -449207.406250 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -449207.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -449266.500000 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -449266.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -449319.781250 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -449319.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -449357.250000 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -449357.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -449394.875000 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -449394.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -449416.593750 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -449416.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -449431.468750 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -449431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -449437.437500 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -449437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -449444.531250 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -449444.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -449451.343750 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -449451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -449453.218750 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -449453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -449457.468750 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -449457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -449461.500000 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -449461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -449464.593750 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -449464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -449470.187500 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -449470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -449475.687500 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -449475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -449479.843750 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -449479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -449481.156250 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -449481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -449482.656250 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -449482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -449484.375000 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -449484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -449484.250000 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -449484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -449484.500000 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -449484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -449485.937500 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -449485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -449486.406250 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -449486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -449486.406250 Penalty: 4059.795654
	Iteration 31F: 3 clusters Score -449486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -488977.781250 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -488977.8 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 1965 members 
Entering Unmasked Estep 
Score: -485111.406250 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -485111.4 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -486097.062500 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -486097.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -486448.562500 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -486448.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -486729.375000 Penalty: 4111.985352
	Iteration 3F: 3 clusters Score -486729.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -486981.468750 Penalty: 4111.985352
	Iteration 4F: 3 clusters Score -486981.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487183.125000 Penalty: 4111.985352
	Iteration 5F: 3 clusters Score -487183.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -487333.781250 Penalty: 4111.985352
	Iteration 6Q: 3 clusters Score -487333.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -487472.625000 Penalty: 4111.985352
	Iteration 7Q: 3 clusters Score -487472.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -487589.312500 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -487589.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -487704.875000 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -487704.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -487808.187500 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -487808.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -487899.562500 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -487899.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -487989.937500 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -487989.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -488069.750000 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -488069.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -488145.687500 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -488145.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -488197.281250 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -488197.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -488226.156250 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -488226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -488246.968750 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -488247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -488257.156250 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -488257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -488266.218750 Penalty: 4111.985352
	Iteration 19Q: 3 clusters Score -488266.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -488273.656250 Penalty: 4111.985352
	Iteration 20F: 3 clusters Score -488273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -488281.593750 Penalty: 4111.985352
	Iteration 21Q: 3 clusters Score -488281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -488287.781250 Penalty: 4111.985352
	Iteration 22Q: 3 clusters Score -488287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -488289.625000 Penalty: 4111.985352
	Iteration 23Q: 3 clusters Score -488289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -488292.031250 Penalty: 4111.985352
	Iteration 24Q: 3 clusters Score -488292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -488292.906250 Penalty: 4111.985352
	Iteration 25Q: 3 clusters Score -488292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -488292.906250 Penalty: 4111.985352
	Iteration 26F: 3 clusters Score -488292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 637 members 
Entering Unmasked Estep 
Score: -163535.609375 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163535.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163994.500000 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -163994.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164286.140625 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164286.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -164537.250000 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -164537.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164895.031250 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -164895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -165168.687500 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -165168.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165289.531250 Penalty: 3572.150391
	Iteration 6F: 3 clusters Score -165289.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165349.828125 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -165349.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165394.265625 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -165394.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165426.671875 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -165426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165456.656250 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -165456.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165481.390625 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -165481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165490.750000 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -165490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165500.218750 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -165500.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165512.656250 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -165512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -165524.968750 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -165525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -165538.468750 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -165538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165561.578125 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -165561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -165582.906250 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -165582.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165605.578125 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -165605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165617.656250 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -165617.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165630.609375 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -165630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -165639.156250 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -165639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -165652.078125 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -165652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165662.468750 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -165662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -165671.281250 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -165671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165677.390625 Penalty: 3572.150391
	Iteration 26Q: 3 clusters Score -165677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165683.968750 Penalty: 3572.150391
	Iteration 27Q: 3 clusters Score -165684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -165685.421875 Penalty: 3572.150391
	Iteration 28Q: 3 clusters Score -165685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165687.578125 Penalty: 3572.150391
	Iteration 29Q: 3 clusters Score -165687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165696.421875 Penalty: 3572.150391
	Iteration 30Q: 3 clusters Score -165696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165711.468750 Penalty: 3572.150391
	Iteration 31Q: 3 clusters Score -165711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -165726.859375 Penalty: 3572.150391
	Iteration 32Q: 3 clusters Score -165726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165738.968750 Penalty: 3572.150391
	Iteration 33Q: 3 clusters Score -165739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165743.562500 Penalty: 3572.150391
	Iteration 34Q: 3 clusters Score -165743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165748.656250 Penalty: 3572.150391
	Iteration 35Q: 3 clusters Score -165748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165751.125000 Penalty: 3572.150391
	Iteration 36Q: 3 clusters Score -165751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165752.578125 Penalty: 3572.150391
	Iteration 37Q: 3 clusters Score -165752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165753.687500 Penalty: 3572.150391
	Iteration 38Q: 3 clusters Score -165753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165753.687500 Penalty: 3572.150391
	Iteration 39F: 3 clusters Score -165753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 19460 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127340 members 
Mstep: Class 6 contains 227354 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 98488 members 
Mstep: Class 10 contains 21987 members 
Mstep: Class 11 contains 118409 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 146708 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95715 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3587 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 717 members 
Mstep: Class 25 contains 133021 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17170 members 
Mstep: Class 28 contains 21776 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18277 members 
Mstep: Class 32 contains 79369 members 
Mstep: Class 33 contains 9378 members 
Mstep: Class 34 contains 625 members 
Entering Unmasked Estep 
Score: -181124592.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181126272.000000 to -181124592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (133021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Entering Unmasked Estep 
Score: -16602754.000000 Penalty: 2925.969238
	Iteration 0F: 2 clusters Score -1.660275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -16513488.000000 Penalty: 5851.938477
	Iteration 0F: 3 clusters Score -1.651349e+07 nChanged 63420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -16550507.000000 Penalty: 5851.938477
	Iteration 1F: 3 clusters Score -1.655051e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -16551741.000000 Penalty: 5851.938477
	Iteration 2Q: 3 clusters Score -1.655174e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -16553112.000000 Penalty: 5851.938477
	Iteration 3Q: 3 clusters Score -1.655311e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -16554748.000000 Penalty: 5851.938477
	Iteration 4Q: 3 clusters Score -1.655475e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -16556543.000000 Penalty: 5851.938477
	Iteration 5Q: 3 clusters Score -1.655654e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -16559193.000000 Penalty: 5851.938477
	Iteration 6Q: 3 clusters Score -1.655919e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -16562415.000000 Penalty: 5851.938477
	Iteration 7Q: 3 clusters Score -1.656242e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -16566552.000000 Penalty: 5851.938477
	Iteration 8F: 3 clusters Score -1.656655e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -16571396.000000 Penalty: 5851.938477
	Iteration 9F: 3 clusters Score -1.65714e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -16576171.000000 Penalty: 5851.938477
	Iteration 10F: 3 clusters Score -1.657617e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -16579459.000000 Penalty: 5851.938477
	Iteration 11Q: 3 clusters Score -1.657946e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -16580950.000000 Penalty: 5851.938477
	Iteration 12Q: 3 clusters Score -1.658095e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -16581680.000000 Penalty: 5851.938477
	Iteration 13Q: 3 clusters Score -1.658168e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -16582313.000000 Penalty: 5851.938477
	Iteration 14Q: 3 clusters Score -1.658231e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -16582680.000000 Penalty: 5851.938477
	Iteration 15Q: 3 clusters Score -1.658268e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -16583099.000000 Penalty: 5851.938477
	Iteration 16Q: 3 clusters Score -1.65831e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -16583610.000000 Penalty: 5851.938477
	Iteration 17Q: 3 clusters Score -1.658361e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -16584195.000000 Penalty: 5851.938477
	Iteration 18Q: 3 clusters Score -1.65842e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -16584825.000000 Penalty: 5851.938477
	Iteration 19Q: 3 clusters Score -1.658482e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -16585464.000000 Penalty: 5851.938477
	Iteration 20F: 3 clusters Score -1.658546e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -16586019.000000 Penalty: 5851.938477
	Iteration 21Q: 3 clusters Score -1.658602e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -16586627.000000 Penalty: 5851.938477
	Iteration 22Q: 3 clusters Score -1.658663e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -16587247.000000 Penalty: 5851.938477
	Iteration 23Q: 3 clusters Score -1.658725e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -16587775.000000 Penalty: 5851.938477
	Iteration 24Q: 3 clusters Score -1.658778e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -16588387.000000 Penalty: 5851.938477
	Iteration 25Q: 3 clusters Score -1.658839e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -16588994.000000 Penalty: 5851.938477
	Iteration 26Q: 3 clusters Score -1.658899e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -16589660.000000 Penalty: 5851.938477
	Iteration 27Q: 3 clusters Score -1.658966e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -16590388.000000 Penalty: 5851.938477
	Iteration 28Q: 3 clusters Score -1.659039e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -16591079.000000 Penalty: 5851.938477
	Iteration 29Q: 3 clusters Score -1.659108e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -16591801.000000 Penalty: 5851.938477
	Iteration 30Q: 3 clusters Score -1.65918e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111735 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -16592398.000000 Penalty: 5851.938477
	Iteration 31Q: 3 clusters Score -1.65924e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -16593149.000000 Penalty: 5851.938477
	Iteration 32Q: 3 clusters Score -1.659315e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -16593800.000000 Penalty: 5851.938477
	Iteration 33Q: 3 clusters Score -1.65938e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -16594494.000000 Penalty: 5851.938477
	Iteration 34Q: 3 clusters Score -1.659449e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -16595091.000000 Penalty: 5851.938477
	Iteration 35Q: 3 clusters Score -1.659509e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -16595698.000000 Penalty: 5851.938477
	Iteration 36Q: 3 clusters Score -1.65957e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -16596395.000000 Penalty: 5851.938477
	Iteration 37Q: 3 clusters Score -1.65964e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -16596940.000000 Penalty: 5851.938477
	Iteration 38Q: 3 clusters Score -1.659694e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124515 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -16597463.000000 Penalty: 5851.938477
	Iteration 39Q: 3 clusters Score -1.659746e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -16597929.000000 Penalty: 5851.938477
	Iteration 40F: 3 clusters Score -1.659793e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126568 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -16598268.000000 Penalty: 5851.938477
	Iteration 41Q: 3 clusters Score -1.659827e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -16598691.000000 Penalty: 5851.938477
	Iteration 42Q: 3 clusters Score -1.659869e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -16598940.000000 Penalty: 5851.938477
	Iteration 43Q: 3 clusters Score -1.659894e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -16599176.000000 Penalty: 5851.938477
	Iteration 44Q: 3 clusters Score -1.659918e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -16599335.000000 Penalty: 5851.938477
	Iteration 45Q: 3 clusters Score -1.659934e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -16599545.000000 Penalty: 5851.938477
	Iteration 46Q: 3 clusters Score -1.659954e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16599638.000000 Penalty: 5851.938477
	Iteration 47Q: 3 clusters Score -1.659964e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16599815.000000 Penalty: 5851.938477
	Iteration 48Q: 3 clusters Score -1.659982e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130743 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16599862.000000 Penalty: 5851.938477
	Iteration 49Q: 3 clusters Score -1.659986e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16599983.000000 Penalty: 5851.938477
	Iteration 50Q: 3 clusters Score -1.659998e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16600062.000000 Penalty: 5851.938477
	Iteration 51Q: 3 clusters Score -1.660006e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -16600100.000000 Penalty: 5851.938477
	Iteration 52Q: 3 clusters Score -1.66001e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131434 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16600164.000000 Penalty: 5851.938477
	Iteration 53Q: 3 clusters Score -1.660016e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16600225.000000 Penalty: 5851.938477
	Iteration 54Q: 3 clusters Score -1.660022e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131650 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16600244.000000 Penalty: 5851.938477
	Iteration 55Q: 3 clusters Score -1.660024e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16600278.000000 Penalty: 5851.938477
	Iteration 56Q: 3 clusters Score -1.660028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16600294.000000 Penalty: 5851.938477
	Iteration 57Q: 3 clusters Score -1.660029e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16600343.000000 Penalty: 5851.938477
	Iteration 58Q: 3 clusters Score -1.660034e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16600393.000000 Penalty: 5851.938477
	Iteration 59Q: 3 clusters Score -1.660039e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16600440.000000 Penalty: 5851.938477
	Iteration 60F: 3 clusters Score -1.660044e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16600463.000000 Penalty: 5851.938477
	Iteration 61Q: 3 clusters Score -1.660046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16600492.000000 Penalty: 5851.938477
	Iteration 62Q: 3 clusters Score -1.660049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132094 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16600498.000000 Penalty: 5851.938477
	Iteration 63Q: 3 clusters Score -1.66005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16600509.000000 Penalty: 5851.938477
	Iteration 64Q: 3 clusters Score -1.660051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16600527.000000 Penalty: 5851.938477
	Iteration 65Q: 3 clusters Score -1.660053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16600536.000000 Penalty: 5851.938477
	Iteration 66Q: 3 clusters Score -1.660054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132195 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16600535.000000 Penalty: 5851.938477
	Iteration 67Q: 3 clusters Score -1.660054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16600572.000000 Penalty: 5851.938477
	Iteration 68Q: 3 clusters Score -1.660057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16600578.000000 Penalty: 5851.938477
	Iteration 69Q: 3 clusters Score -1.660058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16600580.000000 Penalty: 5851.938477
	Iteration 70Q: 3 clusters Score -1.660058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16600588.000000 Penalty: 5851.938477
	Iteration 71Q: 3 clusters Score -1.660059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16600598.000000 Penalty: 5851.938477
	Iteration 72Q: 3 clusters Score -1.66006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16600621.000000 Penalty: 5851.938477
	Iteration 73Q: 3 clusters Score -1.660062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16600643.000000 Penalty: 5851.938477
	Iteration 74Q: 3 clusters Score -1.660064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16600654.000000 Penalty: 5851.938477
	Iteration 75Q: 3 clusters Score -1.660065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16600657.000000 Penalty: 5851.938477
	Iteration 76Q: 3 clusters Score -1.660066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16600663.000000 Penalty: 5851.938477
	Iteration 77Q: 3 clusters Score -1.660066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16600665.000000 Penalty: 5851.938477
	Iteration 78Q: 3 clusters Score -1.660066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16600662.000000 Penalty: 5851.938477
	Iteration 79Q: 3 clusters Score -1.660066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16600667.000000 Penalty: 5851.938477
	Iteration 80F: 3 clusters Score -1.660067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16600663.000000 Penalty: 5851.938477
	Iteration 81Q: 3 clusters Score -1.660066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16600663.000000 Penalty: 5851.938477
	Iteration 82F: 3 clusters Score -1.660066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Entering Unmasked Estep 
Score: -9523338.000000 Penalty: 2772.898193
	Iteration 0F: 2 clusters Score -9523338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -9475138.000000 Penalty: 5545.796387
	Iteration 0F: 3 clusters Score -9475138 nChanged 33528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -9494346.000000 Penalty: 5545.796387
	Iteration 1F: 3 clusters Score -9494346 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -9495189.000000 Penalty: 5545.796387
	Iteration 2Q: 3 clusters Score -9495189 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -9496162.000000 Penalty: 5545.796387
	Iteration 3Q: 3 clusters Score -9496162 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -9497477.000000 Penalty: 5545.796387
	Iteration 4Q: 3 clusters Score -9497477 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -9499469.000000 Penalty: 5545.796387
	Iteration 5F: 3 clusters Score -9499469 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9502570.000000 Penalty: 5545.796387
	Iteration 6F: 3 clusters Score -9502570 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -9506742.000000 Penalty: 5545.796387
	Iteration 7F: 3 clusters Score -9506742 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -9511812.000000 Penalty: 5545.796387
	Iteration 8F: 3 clusters Score -9511812 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9516008.000000 Penalty: 5545.796387
	Iteration 9F: 3 clusters Score -9516008 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -9518583.000000 Penalty: 5545.796387
	Iteration 10Q: 3 clusters Score -9518583 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -9519947.000000 Penalty: 5545.796387
	Iteration 11Q: 3 clusters Score -9519947 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9520527.000000 Penalty: 5545.796387
	Iteration 12Q: 3 clusters Score -9520527 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -9520787.000000 Penalty: 5545.796387
	Iteration 13Q: 3 clusters Score -9520787 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -9520925.000000 Penalty: 5545.796387
	Iteration 14Q: 3 clusters Score -9520925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -9521007.000000 Penalty: 5545.796387
	Iteration 15Q: 3 clusters Score -9521007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -9521044.000000 Penalty: 5545.796387
	Iteration 16Q: 3 clusters Score -9521044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -9521080.000000 Penalty: 5545.796387
	Iteration 17Q: 3 clusters Score -9521080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -9521087.000000 Penalty: 5545.796387
	Iteration 18Q: 3 clusters Score -9521087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -9521099.000000 Penalty: 5545.796387
	Iteration 19Q: 3 clusters Score -9521099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -9521102.000000 Penalty: 5545.796387
	Iteration 20F: 3 clusters Score -9521102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9521121.000000 Penalty: 5545.796387
	Iteration 21Q: 3 clusters Score -9521121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -9521120.000000 Penalty: 5545.796387
	Iteration 22Q: 3 clusters Score -9521120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -9521131.000000 Penalty: 5545.796387
	Iteration 23Q: 3 clusters Score -9521131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -9521137.000000 Penalty: 5545.796387
	Iteration 24Q: 3 clusters Score -9521137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -9521132.000000 Penalty: 5545.796387
	Iteration 25Q: 3 clusters Score -9521132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -9521138.000000 Penalty: 5545.796387
	Iteration 26Q: 3 clusters Score -9521138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -9521138.000000 Penalty: 5545.796387
	Iteration 27F: 3 clusters Score -9521138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Entering Unmasked Estep 
Score: -2324626.000000 Penalty: 2418.228027
	Iteration 0F: 2 clusters Score -2324626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2312432.250000 Penalty: 4836.456055
	Iteration 0F: 3 clusters Score -2312432 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2316255.000000 Penalty: 4836.456055
	Iteration 1F: 3 clusters Score -2316255 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2316587.500000 Penalty: 4836.456055
	Iteration 2F: 3 clusters Score -2316588 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2316871.500000 Penalty: 4836.456055
	Iteration 3Q: 3 clusters Score -2316872 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2317110.000000 Penalty: 4836.456055
	Iteration 4Q: 3 clusters Score -2317110 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2317356.750000 Penalty: 4836.456055
	Iteration 5Q: 3 clusters Score -2317357 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2317613.250000 Penalty: 4836.456055
	Iteration 6Q: 3 clusters Score -2317613 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2318041.250000 Penalty: 4836.456055
	Iteration 7Q: 3 clusters Score -2318041 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2318744.250000 Penalty: 4836.456055
	Iteration 8F: 3 clusters Score -2318744 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2319940.750000 Penalty: 4836.456055
	Iteration 9F: 3 clusters Score -2319941 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2321471.250000 Penalty: 4836.456055
	Iteration 10F: 3 clusters Score -2321471 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2322691.000000 Penalty: 4836.456055
	Iteration 11F: 3 clusters Score -2322691 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2323330.750000 Penalty: 4836.456055
	Iteration 12F: 3 clusters Score -2323331 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2323618.750000 Penalty: 4836.456055
	Iteration 13Q: 3 clusters Score -2323619 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2323764.750000 Penalty: 4836.456055
	Iteration 14Q: 3 clusters Score -2323765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2323851.000000 Penalty: 4836.456055
	Iteration 15Q: 3 clusters Score -2323851 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2323902.500000 Penalty: 4836.456055
	Iteration 16Q: 3 clusters Score -2323902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2323944.750000 Penalty: 4836.456055
	Iteration 17Q: 3 clusters Score -2323945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2323964.250000 Penalty: 4836.456055
	Iteration 18Q: 3 clusters Score -2323964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2323983.750000 Penalty: 4836.456055
	Iteration 19Q: 3 clusters Score -2323984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2323991.750000 Penalty: 4836.456055
	Iteration 20F: 3 clusters Score -2323992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2323996.000000 Penalty: 4836.456055
	Iteration 21Q: 3 clusters Score -2323996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2324003.750000 Penalty: 4836.456055
	Iteration 22Q: 3 clusters Score -2324004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2324007.000000 Penalty: 4836.456055
	Iteration 23Q: 3 clusters Score -2324007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2324013.000000 Penalty: 4836.456055
	Iteration 24Q: 3 clusters Score -2324013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2324011.500000 Penalty: 4836.456055
	Iteration 25Q: 3 clusters Score -2324012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2324016.500000 Penalty: 4836.456055
	Iteration 26Q: 3 clusters Score -2324016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2324019.500000 Penalty: 4836.456055
	Iteration 27Q: 3 clusters Score -2324020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2324023.750000 Penalty: 4836.456055
	Iteration 28Q: 3 clusters Score -2324024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2324023.250000 Penalty: 4836.456055
	Iteration 29Q: 3 clusters Score -2324023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2324020.500000 Penalty: 4836.456055
	Iteration 30Q: 3 clusters Score -2324020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2324023.750000 Penalty: 4836.456055
	Iteration 31Q: 3 clusters Score -2324024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2324025.750000 Penalty: 4836.456055
	Iteration 32Q: 3 clusters Score -2324026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2324028.750000 Penalty: 4836.456055
	Iteration 33Q: 3 clusters Score -2324029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2324027.000000 Penalty: 4836.456055
	Iteration 34Q: 3 clusters Score -2324027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2324026.000000 Penalty: 4836.456055
	Iteration 35Q: 3 clusters Score -2324026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2324025.250000 Penalty: 4836.456055
	Iteration 36Q: 3 clusters Score -2324025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2324026.250000 Penalty: 4836.456055
	Iteration 37Q: 3 clusters Score -2324026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2324020.750000 Penalty: 4836.456055
	Iteration 38Q: 3 clusters Score -2324021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2324022.750000 Penalty: 4836.456055
	Iteration 39Q: 3 clusters Score -2324023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2324028.000000 Penalty: 4836.456055
	Iteration 40F: 3 clusters Score -2324028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2324026.500000 Penalty: 4836.456055
	Iteration 41Q: 3 clusters Score -2324026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2324029.000000 Penalty: 4836.456055
	Iteration 42Q: 3 clusters Score -2324029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2324026.750000 Penalty: 4836.456055
	Iteration 43Q: 3 clusters Score -2324027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2324029.500000 Penalty: 4836.456055
	Iteration 44Q: 3 clusters Score -2324030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2324030.000000 Penalty: 4836.456055
	Iteration 45Q: 3 clusters Score -2324030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2324030.000000 Penalty: 4836.456055
	Iteration 46F: 3 clusters Score -2324030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Entering Unmasked Estep 
Score: -2838811.000000 Penalty: 2477.163818
	Iteration 0F: 2 clusters Score -2838811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2823661.250000 Penalty: 4954.327637
	Iteration 0F: 3 clusters Score -2823661 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2828917.250000 Penalty: 4954.327637
	Iteration 1F: 3 clusters Score -2828917 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2829554.000000 Penalty: 4954.327637
	Iteration 2F: 3 clusters Score -2829554 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2830276.000000 Penalty: 4954.327637
	Iteration 3F: 3 clusters Score -2830276 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2831122.750000 Penalty: 4954.327637
	Iteration 4F: 3 clusters Score -2831123 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2832018.500000 Penalty: 4954.327637
	Iteration 5F: 3 clusters Score -2832018 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2832967.750000 Penalty: 4954.327637
	Iteration 6F: 3 clusters Score -2832968 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2833841.250000 Penalty: 4954.327637
	Iteration 7F: 3 clusters Score -2833841 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2834528.500000 Penalty: 4954.327637
	Iteration 8F: 3 clusters Score -2834528 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2834967.000000 Penalty: 4954.327637
	Iteration 9Q: 3 clusters Score -2834967 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2835258.750000 Penalty: 4954.327637
	Iteration 10Q: 3 clusters Score -2835259 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2835429.250000 Penalty: 4954.327637
	Iteration 11Q: 3 clusters Score -2835429 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2835586.250000 Penalty: 4954.327637
	Iteration 12Q: 3 clusters Score -2835586 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2835721.500000 Penalty: 4954.327637
	Iteration 13Q: 3 clusters Score -2835722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2835864.250000 Penalty: 4954.327637
	Iteration 14Q: 3 clusters Score -2835864 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2836040.500000 Penalty: 4954.327637
	Iteration 15Q: 3 clusters Score -2836040 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2836202.750000 Penalty: 4954.327637
	Iteration 16Q: 3 clusters Score -2836203 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2836368.500000 Penalty: 4954.327637
	Iteration 17Q: 3 clusters Score -2836368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2836466.500000 Penalty: 4954.327637
	Iteration 18Q: 3 clusters Score -2836466 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2836532.750000 Penalty: 4954.327637
	Iteration 19Q: 3 clusters Score -2836533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2836585.000000 Penalty: 4954.327637
	Iteration 20F: 3 clusters Score -2836585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2836628.750000 Penalty: 4954.327637
	Iteration 21Q: 3 clusters Score -2836629 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2836653.000000 Penalty: 4954.327637
	Iteration 22Q: 3 clusters Score -2836653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2836675.500000 Penalty: 4954.327637
	Iteration 23Q: 3 clusters Score -2836676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2836687.000000 Penalty: 4954.327637
	Iteration 24Q: 3 clusters Score -2836687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2836695.500000 Penalty: 4954.327637
	Iteration 25Q: 3 clusters Score -2836696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2836699.250000 Penalty: 4954.327637
	Iteration 26Q: 3 clusters Score -2836699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2836704.250000 Penalty: 4954.327637
	Iteration 27Q: 3 clusters Score -2836704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2836718.000000 Penalty: 4954.327637
	Iteration 28Q: 3 clusters Score -2836718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2836713.000000 Penalty: 4954.327637
	Iteration 29Q: 3 clusters Score -2836713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2836726.000000 Penalty: 4954.327637
	Iteration 30Q: 3 clusters Score -2836726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2836721.750000 Penalty: 4954.327637
	Iteration 31Q: 3 clusters Score -2836722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2836735.500000 Penalty: 4954.327637
	Iteration 32Q: 3 clusters Score -2836736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2836733.750000 Penalty: 4954.327637
	Iteration 33Q: 3 clusters Score -2836734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2836732.250000 Penalty: 4954.327637
	Iteration 34Q: 3 clusters Score -2836732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2836737.000000 Penalty: 4954.327637
	Iteration 35Q: 3 clusters Score -2836737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2836738.500000 Penalty: 4954.327637
	Iteration 36Q: 3 clusters Score -2836738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2836738.250000 Penalty: 4954.327637
	Iteration 37Q: 3 clusters Score -2836738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2836746.000000 Penalty: 4954.327637
	Iteration 38Q: 3 clusters Score -2836746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2836749.750000 Penalty: 4954.327637
	Iteration 39Q: 3 clusters Score -2836750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2836751.000000 Penalty: 4954.327637
	Iteration 40F: 3 clusters Score -2836751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2836753.750000 Penalty: 4954.327637
	Iteration 41Q: 3 clusters Score -2836754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2836756.750000 Penalty: 4954.327637
	Iteration 42Q: 3 clusters Score -2836757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2836757.250000 Penalty: 4954.327637
	Iteration 43Q: 3 clusters Score -2836757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2836760.000000 Penalty: 4954.327637
	Iteration 44Q: 3 clusters Score -2836760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2836763.750000 Penalty: 4954.327637
	Iteration 45Q: 3 clusters Score -2836764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2836765.250000 Penalty: 4954.327637
	Iteration 46Q: 3 clusters Score -2836765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2836772.750000 Penalty: 4954.327637
	Iteration 47Q: 3 clusters Score -2836773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2836774.250000 Penalty: 4954.327637
	Iteration 48Q: 3 clusters Score -2836774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2836784.250000 Penalty: 4954.327637
	Iteration 49Q: 3 clusters Score -2836784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2836779.000000 Penalty: 4954.327637
	Iteration 50Q: 3 clusters Score -2836779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2836783.250000 Penalty: 4954.327637
	Iteration 51Q: 3 clusters Score -2836783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2836786.750000 Penalty: 4954.327637
	Iteration 52Q: 3 clusters Score -2836787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2836788.250000 Penalty: 4954.327637
	Iteration 53Q: 3 clusters Score -2836788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2836796.750000 Penalty: 4954.327637
	Iteration 54Q: 3 clusters Score -2836797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2836800.000000 Penalty: 4954.327637
	Iteration 55Q: 3 clusters Score -2836800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2836798.500000 Penalty: 4954.327637
	Iteration 56Q: 3 clusters Score -2836798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2836792.750000 Penalty: 4954.327637
	Iteration 57Q: 3 clusters Score -2836793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2836792.500000 Penalty: 4954.327637
	Iteration 58Q: 3 clusters Score -2836792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2836794.000000 Penalty: 4954.327637
	Iteration 59Q: 3 clusters Score -2836794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2836791.250000 Penalty: 4954.327637
	Iteration 60F: 3 clusters Score -2836791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2836799.500000 Penalty: 4954.327637
	Iteration 61Q: 3 clusters Score -2836800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2836798.750000 Penalty: 4954.327637
	Iteration 62Q: 3 clusters Score -2836799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2836801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2836802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2836806.250000 Penalty: 4954.327637
	Iteration 65Q: 3 clusters Score -2836806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2836799.750000 Penalty: 4954.327637
	Iteration 66Q: 3 clusters Score -2836800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2836795.750000 Penalty: 4954.327637
	Iteration 67Q: 3 clusters Score -2836796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2836793.750000 Penalty: 4954.327637
	Iteration 68Q: 3 clusters Score -2836794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2836801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2836795.500000 Penalty: 4954.327637
	Iteration 70Q: 3 clusters Score -2836796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2836794.750000 Penalty: 4954.327637
	Iteration 71Q: 3 clusters Score -2836795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2836797.250000 Penalty: 4954.327637
	Iteration 72Q: 3 clusters Score -2836797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2836800.500000 Penalty: 4954.327637
	Iteration 73Q: 3 clusters Score -2836800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2836804.000000 Penalty: 4954.327637
	Iteration 74Q: 3 clusters Score -2836804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2836805.000000 Penalty: 4954.327637
	Iteration 75Q: 3 clusters Score -2836805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2836800.750000 Penalty: 4954.327637
	Iteration 76Q: 3 clusters Score -2836801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2836798.750000 Penalty: 4954.327637
	Iteration 77Q: 3 clusters Score -2836799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2836798.500000 Penalty: 4954.327637
	Iteration 78Q: 3 clusters Score -2836798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2836799.000000 Penalty: 4954.327637
	Iteration 79Q: 3 clusters Score -2836799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2836799.750000 Penalty: 4954.327637
	Iteration 80F: 3 clusters Score -2836800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2836800.250000 Penalty: 4954.327637
	Iteration 81Q: 3 clusters Score -2836800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2836798.500000 Penalty: 4954.327637
	Iteration 82Q: 3 clusters Score -2836798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2836796.750000 Penalty: 4954.327637
	Iteration 83Q: 3 clusters Score -2836797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2836801.500000 Penalty: 4954.327637
	Iteration 84Q: 3 clusters Score -2836802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2836805.250000 Penalty: 4954.327637
	Iteration 85Q: 3 clusters Score -2836805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2836803.000000 Penalty: 4954.327637
	Iteration 86Q: 3 clusters Score -2836803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2836801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2836799.750000 Penalty: 4954.327637
	Iteration 88Q: 3 clusters Score -2836800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2836802.000000 Penalty: 4954.327637
	Iteration 89Q: 3 clusters Score -2836802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2836798.250000 Penalty: 4954.327637
	Iteration 90Q: 3 clusters Score -2836798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2836800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2836800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2836800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2836802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2836809.250000 Penalty: 4954.327637
	Iteration 95Q: 3 clusters Score -2836809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2836811.750000 Penalty: 4954.327637
	Iteration 96Q: 3 clusters Score -2836812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2836814.750000 Penalty: 4954.327637
	Iteration 97Q: 3 clusters Score -2836815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2836811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2836805.750000 Penalty: 4954.327637
	Iteration 99Q: 3 clusters Score -2836806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2836810.750000 Penalty: 4954.327637
	Iteration 100F: 3 clusters Score -2836811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2836812.250000 Penalty: 4954.327637
	Iteration 101Q: 3 clusters Score -2836812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2836813.250000 Penalty: 4954.327637
	Iteration 102Q: 3 clusters Score -2836813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2836818.000000 Penalty: 4954.327637
	Iteration 103Q: 3 clusters Score -2836818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2836820.500000 Penalty: 4954.327637
	Iteration 104Q: 3 clusters Score -2836820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2836821.750000 Penalty: 4954.327637
	Iteration 105Q: 3 clusters Score -2836822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2836816.000000 Penalty: 4954.327637
	Iteration 106Q: 3 clusters Score -2836816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2836819.500000 Penalty: 4954.327637
	Iteration 107Q: 3 clusters Score -2836820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2836825.250000 Penalty: 4954.327637
	Iteration 108Q: 3 clusters Score -2836825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2836830.000000 Penalty: 4954.327637
	Iteration 109Q: 3 clusters Score -2836830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2836826.250000 Penalty: 4954.327637
	Iteration 110Q: 3 clusters Score -2836826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2836830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2836836.000000 Penalty: 4954.327637
	Iteration 112Q: 3 clusters Score -2836836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
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Entering Unmasked Estep 
Score: -2836841.500000 Penalty: 4954.327637
	Iteration 113Q: 3 clusters Score -2836842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2836840.500000 Penalty: 4954.327637
	Iteration 114Q: 3 clusters Score -2836840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2836844.500000 Penalty: 4954.327637
	Iteration 115Q: 3 clusters Score -2836844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2836841.500000 Penalty: 4954.327637
	Iteration 116Q: 3 clusters Score -2836842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2836849.750000 Penalty: 4954.327637
	Iteration 117Q: 3 clusters Score -2836850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2836845.750000 Penalty: 4954.327637
	Iteration 118Q: 3 clusters Score -2836846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2836848.500000 Penalty: 4954.327637
	Iteration 119Q: 3 clusters Score -2836848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2836845.000000 Penalty: 4954.327637
	Iteration 120F: 3 clusters Score -2836845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2836849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2836853.000000 Penalty: 4954.327637
	Iteration 122Q: 3 clusters Score -2836853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2836855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2836854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2836856.500000 Penalty: 4954.327637
	Iteration 125Q: 3 clusters Score -2836856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2836859.250000 Penalty: 4954.327637
	Iteration 126Q: 3 clusters Score -2836859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2836866.000000 Penalty: 4954.327637
	Iteration 127Q: 3 clusters Score -2836866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2836862.750000 Penalty: 4954.327637
	Iteration 128Q: 3 clusters Score -2836863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2836875.250000 Penalty: 4954.327637
	Iteration 129Q: 3 clusters Score -2836875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2836878.500000 Penalty: 4954.327637
	Iteration 130Q: 3 clusters Score -2836878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2836885.250000 Penalty: 4954.327637
	Iteration 131Q: 3 clusters Score -2836885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2836888.250000 Penalty: 4954.327637
	Iteration 132Q: 3 clusters Score -2836888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2836904.500000 Penalty: 4954.327637
	Iteration 133Q: 3 clusters Score -2836904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2836915.250000 Penalty: 4954.327637
	Iteration 134Q: 3 clusters Score -2836915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2836906.250000 Penalty: 4954.327637
	Iteration 135Q: 3 clusters Score -2836906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2836902 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2836911.750000 Penalty: 4954.327637
	Iteration 137Q: 3 clusters Score -2836912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2836917.750000 Penalty: 4954.327637
	Iteration 138Q: 3 clusters Score -2836918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2836914.500000 Penalty: 4954.327637
	Iteration 139Q: 3 clusters Score -2836914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2836919.000000 Penalty: 4954.327637
	Iteration 140F: 3 clusters Score -2836919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2836919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2836927.500000 Penalty: 4954.327637
	Iteration 142Q: 3 clusters Score -2836928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2836929.750000 Penalty: 4954.327637
	Iteration 143Q: 3 clusters Score -2836930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2836933.750000 Penalty: 4954.327637
	Iteration 144Q: 3 clusters Score -2836934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2836938.000000 Penalty: 4954.327637
	Iteration 145Q: 3 clusters Score -2836938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2836942.500000 Penalty: 4954.327637
	Iteration 146Q: 3 clusters Score -2836942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2836940.750000 Penalty: 4954.327637
	Iteration 147Q: 3 clusters Score -2836941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2836951.750000 Penalty: 4954.327637
	Iteration 148Q: 3 clusters Score -2836952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2836957.000000 Penalty: 4954.327637
	Iteration 149Q: 3 clusters Score -2836957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2836953.500000 Penalty: 4954.327637
	Iteration 150Q: 3 clusters Score -2836954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2836958.250000 Penalty: 4954.327637
	Iteration 151Q: 3 clusters Score -2836958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2836959.250000 Penalty: 4954.327637
	Iteration 152Q: 3 clusters Score -2836959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2836965.250000 Penalty: 4954.327637
	Iteration 153Q: 3 clusters Score -2836965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2836961.250000 Penalty: 4954.327637
	Iteration 154Q: 3 clusters Score -2836961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2836965.250000 Penalty: 4954.327637
	Iteration 155Q: 3 clusters Score -2836965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2836966.250000 Penalty: 4954.327637
	Iteration 156Q: 3 clusters Score -2836966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2836971.250000 Penalty: 4954.327637
	Iteration 157Q: 3 clusters Score -2836971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2836968.500000 Penalty: 4954.327637
	Iteration 158Q: 3 clusters Score -2836968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2836960.500000 Penalty: 4954.327637
	Iteration 159Q: 3 clusters Score -2836960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2836969.250000 Penalty: 4954.327637
	Iteration 160F: 3 clusters Score -2836969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2836971.500000 Penalty: 4954.327637
	Iteration 161Q: 3 clusters Score -2836972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2836968.000000 Penalty: 4954.327637
	Iteration 162Q: 3 clusters Score -2836968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2836969.000000 Penalty: 4954.327637
	Iteration 163Q: 3 clusters Score -2836969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2836975.250000 Penalty: 4954.327637
	Iteration 164Q: 3 clusters Score -2836975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2836975.000000 Penalty: 4954.327637
	Iteration 165Q: 3 clusters Score -2836975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2836973.750000 Penalty: 4954.327637
	Iteration 166Q: 3 clusters Score -2836974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2836974.500000 Penalty: 4954.327637
	Iteration 167Q: 3 clusters Score -2836974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2836980.250000 Penalty: 4954.327637
	Iteration 168Q: 3 clusters Score -2836980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2836984.000000 Penalty: 4954.327637
	Iteration 169Q: 3 clusters Score -2836984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2836980.250000 Penalty: 4954.327637
	Iteration 170Q: 3 clusters Score -2836980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2836980.000000 Penalty: 4954.327637
	Iteration 171Q: 3 clusters Score -2836980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2836979.750000 Penalty: 4954.327637
	Iteration 172Q: 3 clusters Score -2836980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2836979.750000 Penalty: 4954.327637
	Iteration 173Q: 3 clusters Score -2836980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2836980.250000 Penalty: 4954.327637
	Iteration 174Q: 3 clusters Score -2836980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2836989.000000 Penalty: 4954.327637
	Iteration 175Q: 3 clusters Score -2836989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2836989.500000 Penalty: 4954.327637
	Iteration 176Q: 3 clusters Score -2836990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2836984.500000 Penalty: 4954.327637
	Iteration 177Q: 3 clusters Score -2836984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2836982.250000 Penalty: 4954.327637
	Iteration 178Q: 3 clusters Score -2836982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2836982.250000 Penalty: 4954.327637
	Iteration 179F: 3 clusters Score -2836982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -583035.875000 Penalty: 2114.190918
	Iteration 0F: 2 clusters Score -583035.9 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 2559 members 
Entering Unmasked Estep 
Score: -578556.062500 Penalty: 4228.381836
	Iteration 0F: 3 clusters Score -578556.1 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -579866.312500 Penalty: 4228.381836
	Iteration 1F: 3 clusters Score -579866.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -580336.000000 Penalty: 4228.381836
	Iteration 2F: 3 clusters Score -580336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -580817.187500 Penalty: 4228.381836
	Iteration 3F: 3 clusters Score -580817.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -581282.687500 Penalty: 4228.381836
	Iteration 4F: 3 clusters Score -581282.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -581633.562500 Penalty: 4228.381836
	Iteration 5F: 3 clusters Score -581633.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -581856.875000 Penalty: 4228.381836
	Iteration 6Q: 3 clusters Score -581856.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -582033.937500 Penalty: 4228.381836
	Iteration 7Q: 3 clusters Score -582033.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -582124.062500 Penalty: 4228.381836
	Iteration 8Q: 3 clusters Score -582124.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -582197.437500 Penalty: 4228.381836
	Iteration 9Q: 3 clusters Score -582197.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -582262.625000 Penalty: 4228.381836
	Iteration 10Q: 3 clusters Score -582262.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -582331.062500 Penalty: 4228.381836
	Iteration 11Q: 3 clusters Score -582331.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -582392.687500 Penalty: 4228.381836
	Iteration 12Q: 3 clusters Score -582392.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -582444.562500 Penalty: 4228.381836
	Iteration 13Q: 3 clusters Score -582444.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -582472.500000 Penalty: 4228.381836
	Iteration 14Q: 3 clusters Score -582472.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -582500.187500 Penalty: 4228.381836
	Iteration 15Q: 3 clusters Score -582500.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -582523.937500 Penalty: 4228.381836
	Iteration 16Q: 3 clusters Score -582523.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -582541.812500 Penalty: 4228.381836
	Iteration 17Q: 3 clusters Score -582541.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -582560.250000 Penalty: 4228.381836
	Iteration 18Q: 3 clusters Score -582560.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -582574.375000 Penalty: 4228.381836
	Iteration 19Q: 3 clusters Score -582574.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -582586.437500 Penalty: 4228.381836
	Iteration 20F: 3 clusters Score -582586.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -582600.000000 Penalty: 4228.381836
	Iteration 21Q: 3 clusters Score -582600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -582608.812500 Penalty: 4228.381836
	Iteration 22Q: 3 clusters Score -582608.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -582612.437500 Penalty: 4228.381836
	Iteration 23Q: 3 clusters Score -582612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -582615.062500 Penalty: 4228.381836
	Iteration 24Q: 3 clusters Score -582615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -582618.062500 Penalty: 4228.381836
	Iteration 25Q: 3 clusters Score -582618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -582619.750000 Penalty: 4228.381836
	Iteration 26Q: 3 clusters Score -582619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -582620.937500 Penalty: 4228.381836
	Iteration 27Q: 3 clusters Score -582620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -582620.812500 Penalty: 4228.381836
	Iteration 28Q: 3 clusters Score -582620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -582622.125000 Penalty: 4228.381836
	Iteration 29Q: 3 clusters Score -582622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -582623.187500 Penalty: 4228.381836
	Iteration 30Q: 3 clusters Score -582623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -582623.312500 Penalty: 4228.381836
	Iteration 31Q: 3 clusters Score -582623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -582623.312500 Penalty: 4228.381836
	Iteration 32F: 3 clusters Score -582623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Entering Unmasked Estep 
Score: -1234860.625000 Penalty: 2266.593018
	Iteration 0F: 2 clusters Score -1234861 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 4662 members 
Entering Unmasked Estep 
Score: -1227641.125000 Penalty: 4533.186035
	Iteration 0F: 3 clusters Score -1227641 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1229854.625000 Penalty: 4533.186035
	Iteration 1F: 3 clusters Score -1229855 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1230316.875000 Penalty: 4533.186035
	Iteration 2F: 3 clusters Score -1230317 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1230655.375000 Penalty: 4533.186035
	Iteration 3F: 3 clusters Score -1230655 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1230885.375000 Penalty: 4533.186035
	Iteration 4Q: 3 clusters Score -1230885 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1231048.125000 Penalty: 4533.186035
	Iteration 5Q: 3 clusters Score -1231048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1231172.250000 Penalty: 4533.186035
	Iteration 6Q: 3 clusters Score -1231172 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1231270.500000 Penalty: 4533.186035
	Iteration 7Q: 3 clusters Score -1231270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1231346.750000 Penalty: 4533.186035
	Iteration 8Q: 3 clusters Score -1231347 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1231416.750000 Penalty: 4533.186035
	Iteration 9Q: 3 clusters Score -1231417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1231487.000000 Penalty: 4533.186035
	Iteration 10Q: 3 clusters Score -1231487 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1231552.375000 Penalty: 4533.186035
	Iteration 11Q: 3 clusters Score -1231552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1231613.375000 Penalty: 4533.186035
	Iteration 12Q: 3 clusters Score -1231613 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1231664.750000 Penalty: 4533.186035
	Iteration 13Q: 3 clusters Score -1231665 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1231734.625000 Penalty: 4533.186035
	Iteration 14Q: 3 clusters Score -1231735 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1231807.625000 Penalty: 4533.186035
	Iteration 15Q: 3 clusters Score -1231808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1231871.375000 Penalty: 4533.186035
	Iteration 16Q: 3 clusters Score -1231871 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1231969.625000 Penalty: 4533.186035
	Iteration 17Q: 3 clusters Score -1231970 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1232068.000000 Penalty: 4533.186035
	Iteration 18Q: 3 clusters Score -1232068 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1232185.750000 Penalty: 4533.186035
	Iteration 19Q: 3 clusters Score -1232186 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1232301.625000 Penalty: 4533.186035
	Iteration 20F: 3 clusters Score -1232302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1232423.125000 Penalty: 4533.186035
	Iteration 21Q: 3 clusters Score -1232423 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1232566.250000 Penalty: 4533.186035
	Iteration 22Q: 3 clusters Score -1232566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1232727.250000 Penalty: 4533.186035
	Iteration 23Q: 3 clusters Score -1232727 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1232876.875000 Penalty: 4533.186035
	Iteration 24Q: 3 clusters Score -1232877 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1233041.000000 Penalty: 4533.186035
	Iteration 25Q: 3 clusters Score -1233041 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1233200.000000 Penalty: 4533.186035
	Iteration 26Q: 3 clusters Score -1233200 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1233407.250000 Penalty: 4533.186035
	Iteration 27Q: 3 clusters Score -1233407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1233567.375000 Penalty: 4533.186035
	Iteration 28Q: 3 clusters Score -1233567 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1233684.875000 Penalty: 4533.186035
	Iteration 29Q: 3 clusters Score -1233685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1233774.125000 Penalty: 4533.186035
	Iteration 30Q: 3 clusters Score -1233774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1233822.375000 Penalty: 4533.186035
	Iteration 31Q: 3 clusters Score -1233822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1233850.250000 Penalty: 4533.186035
	Iteration 32Q: 3 clusters Score -1233850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1233863.375000 Penalty: 4533.186035
	Iteration 33Q: 3 clusters Score -1233863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1233866.125000 Penalty: 4533.186035
	Iteration 34Q: 3 clusters Score -1233866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1233875.000000 Penalty: 4533.186035
	Iteration 35Q: 3 clusters Score -1233875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1233880.500000 Penalty: 4533.186035
	Iteration 36Q: 3 clusters Score -1233880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1233887.375000 Penalty: 4533.186035
	Iteration 37Q: 3 clusters Score -1233887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1233888.250000 Penalty: 4533.186035
	Iteration 38Q: 3 clusters Score -1233888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1233889.000000 Penalty: 4533.186035
	Iteration 39Q: 3 clusters Score -1233889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1233889.875000 Penalty: 4533.186035
	Iteration 40F: 3 clusters Score -1233890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1233891.750000 Penalty: 4533.186035
	Iteration 41Q: 3 clusters Score -1233892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1233891.375000 Penalty: 4533.186035
	Iteration 42Q: 3 clusters Score -1233891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1233892.500000 Penalty: 4533.186035
	Iteration 43Q: 3 clusters Score -1233892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1233892.500000 Penalty: 4533.186035
	Iteration 44F: 3 clusters Score -1233892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Entering Unmasked Estep 
Score: -2467224.250000 Penalty: 2433.722900
	Iteration 0F: 2 clusters Score -2467224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2454359.500000 Penalty: 4867.445801
	Iteration 0F: 3 clusters Score -2454360 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2458579.250000 Penalty: 4867.445801
	Iteration 1F: 3 clusters Score -2458579 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2458984.500000 Penalty: 4867.445801
	Iteration 2F: 3 clusters Score -2458984 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2459337.750000 Penalty: 4867.445801
	Iteration 3Q: 3 clusters Score -2459338 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2459701.750000 Penalty: 4867.445801
	Iteration 4Q: 3 clusters Score -2459702 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2460056.250000 Penalty: 4867.445801
	Iteration 5Q: 3 clusters Score -2460056 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2460436.500000 Penalty: 4867.445801
	Iteration 6Q: 3 clusters Score -2460436 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2460819.750000 Penalty: 4867.445801
	Iteration 7Q: 3 clusters Score -2460820 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2461177.500000 Penalty: 4867.445801
	Iteration 8Q: 3 clusters Score -2461178 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2461468.000000 Penalty: 4867.445801
	Iteration 9Q: 3 clusters Score -2461468 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2461696.750000 Penalty: 4867.445801
	Iteration 10Q: 3 clusters Score -2461697 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2461912.750000 Penalty: 4867.445801
	Iteration 11Q: 3 clusters Score -2461913 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2462112.500000 Penalty: 4867.445801
	Iteration 12Q: 3 clusters Score -2462112 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2462299.250000 Penalty: 4867.445801
	Iteration 13Q: 3 clusters Score -2462299 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2462439.250000 Penalty: 4867.445801
	Iteration 14Q: 3 clusters Score -2462439 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2462587.750000 Penalty: 4867.445801
	Iteration 15Q: 3 clusters Score -2462588 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2462717.000000 Penalty: 4867.445801
	Iteration 16Q: 3 clusters Score -2462717 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2462856.000000 Penalty: 4867.445801
	Iteration 17Q: 3 clusters Score -2462856 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2462969.250000 Penalty: 4867.445801
	Iteration 18Q: 3 clusters Score -2462969 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2463069.750000 Penalty: 4867.445801
	Iteration 19Q: 3 clusters Score -2463070 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2463175.000000 Penalty: 4867.445801
	Iteration 20F: 3 clusters Score -2463175 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2463268.250000 Penalty: 4867.445801
	Iteration 21Q: 3 clusters Score -2463268 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2463343.750000 Penalty: 4867.445801
	Iteration 22Q: 3 clusters Score -2463344 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2463422.250000 Penalty: 4867.445801
	Iteration 23Q: 3 clusters Score -2463422 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2463464.500000 Penalty: 4867.445801
	Iteration 24Q: 3 clusters Score -2463464 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2463506.500000 Penalty: 4867.445801
	Iteration 25Q: 3 clusters Score -2463506 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2463541.250000 Penalty: 4867.445801
	Iteration 26Q: 3 clusters Score -2463541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2463578.250000 Penalty: 4867.445801
	Iteration 27Q: 3 clusters Score -2463578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2463594.000000 Penalty: 4867.445801
	Iteration 28Q: 3 clusters Score -2463594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2463605.500000 Penalty: 4867.445801
	Iteration 29Q: 3 clusters Score -2463606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2463621.000000 Penalty: 4867.445801
	Iteration 30Q: 3 clusters Score -2463621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2463642.000000 Penalty: 4867.445801
	Iteration 31Q: 3 clusters Score -2463642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2463657.500000 Penalty: 4867.445801
	Iteration 32Q: 3 clusters Score -2463658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2463667.750000 Penalty: 4867.445801
	Iteration 33Q: 3 clusters Score -2463668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2463683.750000 Penalty: 4867.445801
	Iteration 34Q: 3 clusters Score -2463684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2463692.750000 Penalty: 4867.445801
	Iteration 35Q: 3 clusters Score -2463693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2463712.250000 Penalty: 4867.445801
	Iteration 36Q: 3 clusters Score -2463712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2463729.500000 Penalty: 4867.445801
	Iteration 37Q: 3 clusters Score -2463730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2463745.500000 Penalty: 4867.445801
	Iteration 38Q: 3 clusters Score -2463746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2463763.750000 Penalty: 4867.445801
	Iteration 39Q: 3 clusters Score -2463764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2463785.000000 Penalty: 4867.445801
	Iteration 40F: 3 clusters Score -2463785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2463800.750000 Penalty: 4867.445801
	Iteration 41Q: 3 clusters Score -2463801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2463818.500000 Penalty: 4867.445801
	Iteration 42Q: 3 clusters Score -2463818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2463837.750000 Penalty: 4867.445801
	Iteration 43Q: 3 clusters Score -2463838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2463852.750000 Penalty: 4867.445801
	Iteration 44Q: 3 clusters Score -2463853 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2463882.000000 Penalty: 4867.445801
	Iteration 45Q: 3 clusters Score -2463882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2463911.500000 Penalty: 4867.445801
	Iteration 46Q: 3 clusters Score -2463912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2463944.250000 Penalty: 4867.445801
	Iteration 47Q: 3 clusters Score -2463944 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2464000.000000 Penalty: 4867.445801
	Iteration 48Q: 3 clusters Score -2464000 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2464055.000000 Penalty: 4867.445801
	Iteration 49Q: 3 clusters Score -2464055 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2464111.000000 Penalty: 4867.445801
	Iteration 50Q: 3 clusters Score -2464111 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2464197.500000 Penalty: 4867.445801
	Iteration 51Q: 3 clusters Score -2464198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2464289.000000 Penalty: 4867.445801
	Iteration 52Q: 3 clusters Score -2464289 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2464386.000000 Penalty: 4867.445801
	Iteration 53Q: 3 clusters Score -2464386 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2464514.000000 Penalty: 4867.445801
	Iteration 54Q: 3 clusters Score -2464514 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2464657.000000 Penalty: 4867.445801
	Iteration 55Q: 3 clusters Score -2464657 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2464815.000000 Penalty: 4867.445801
	Iteration 56Q: 3 clusters Score -2464815 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2464987.000000 Penalty: 4867.445801
	Iteration 57Q: 3 clusters Score -2464987 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2465152.500000 Penalty: 4867.445801
	Iteration 58Q: 3 clusters Score -2465152 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2465311.000000 Penalty: 4867.445801
	Iteration 59Q: 3 clusters Score -2465311 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2465441.500000 Penalty: 4867.445801
	Iteration 60F: 3 clusters Score -2465442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2465548.500000 Penalty: 4867.445801
	Iteration 61Q: 3 clusters Score -2465548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2465628.750000 Penalty: 4867.445801
	Iteration 62Q: 3 clusters Score -2465629 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2465713.750000 Penalty: 4867.445801
	Iteration 63Q: 3 clusters Score -2465714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2465758.500000 Penalty: 4867.445801
	Iteration 64Q: 3 clusters Score -2465758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2465799.500000 Penalty: 4867.445801
	Iteration 65Q: 3 clusters Score -2465800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2465831.250000 Penalty: 4867.445801
	Iteration 66Q: 3 clusters Score -2465831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2465856.500000 Penalty: 4867.445801
	Iteration 67Q: 3 clusters Score -2465856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2465880.250000 Penalty: 4867.445801
	Iteration 68Q: 3 clusters Score -2465880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2465891.000000 Penalty: 4867.445801
	Iteration 69Q: 3 clusters Score -2465891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2465903.250000 Penalty: 4867.445801
	Iteration 70Q: 3 clusters Score -2465903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2465911.000000 Penalty: 4867.445801
	Iteration 71Q: 3 clusters Score -2465911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2465913.500000 Penalty: 4867.445801
	Iteration 72Q: 3 clusters Score -2465914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2465919.250000 Penalty: 4867.445801
	Iteration 73Q: 3 clusters Score -2465919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2465925.750000 Penalty: 4867.445801
	Iteration 74Q: 3 clusters Score -2465926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2465924.000000 Penalty: 4867.445801
	Iteration 75Q: 3 clusters Score -2465924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2465932.750000 Penalty: 4867.445801
	Iteration 76Q: 3 clusters Score -2465933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2465938.250000 Penalty: 4867.445801
	Iteration 77Q: 3 clusters Score -2465938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2465943.250000 Penalty: 4867.445801
	Iteration 78Q: 3 clusters Score -2465943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2465946.750000 Penalty: 4867.445801
	Iteration 79Q: 3 clusters Score -2465947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2465945.250000 Penalty: 4867.445801
	Iteration 80F: 3 clusters Score -2465945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2465946.500000 Penalty: 4867.445801
	Iteration 81Q: 3 clusters Score -2465946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2465949.750000 Penalty: 4867.445801
	Iteration 82Q: 3 clusters Score -2465950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2465951.000000 Penalty: 4867.445801
	Iteration 83Q: 3 clusters Score -2465951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2465950.250000 Penalty: 4867.445801
	Iteration 84Q: 3 clusters Score -2465950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2465951.000000 Penalty: 4867.445801
	Iteration 85Q: 3 clusters Score -2465951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2465956.500000 Penalty: 4867.445801
	Iteration 86Q: 3 clusters Score -2465956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2465957.000000 Penalty: 4867.445801
	Iteration 87Q: 3 clusters Score -2465957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2465959.750000 Penalty: 4867.445801
	Iteration 88Q: 3 clusters Score -2465960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2465961.500000 Penalty: 4867.445801
	Iteration 89Q: 3 clusters Score -2465962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2465959.750000 Penalty: 4867.445801
	Iteration 90Q: 3 clusters Score -2465960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2465955.250000 Penalty: 4867.445801
	Iteration 91Q: 3 clusters Score -2465955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2465956.500000 Penalty: 4867.445801
	Iteration 92Q: 3 clusters Score -2465956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2465957.000000 Penalty: 4867.445801
	Iteration 93Q: 3 clusters Score -2465957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2465953.000000 Penalty: 4867.445801
	Iteration 94Q: 3 clusters Score -2465953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2465955.750000 Penalty: 4867.445801
	Iteration 95Q: 3 clusters Score -2465956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2465955.000000 Penalty: 4867.445801
	Iteration 96Q: 3 clusters Score -2465955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2465954.750000 Penalty: 4867.445801
	Iteration 97Q: 3 clusters Score -2465955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2465954.750000 Penalty: 4867.445801
	Iteration 98F: 3 clusters Score -2465955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Entering Unmasked Estep 
Score: -10644481.000000 Penalty: 2797.902100
	Iteration 0F: 2 clusters Score -1.064448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -10591418.000000 Penalty: 5595.804199
	Iteration 0F: 3 clusters Score -1.059142e+07 nChanged 37201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -10612128.000000 Penalty: 5595.804199
	Iteration 1F: 3 clusters Score -1.061213e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -10612696.000000 Penalty: 5595.804199
	Iteration 2Q: 3 clusters Score -1.06127e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -10613311.000000 Penalty: 5595.804199
	Iteration 3Q: 3 clusters Score -1.061331e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -10613981.000000 Penalty: 5595.804199
	Iteration 4Q: 3 clusters Score -1.061398e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -10614686.000000 Penalty: 5595.804199
	Iteration 5Q: 3 clusters Score -1.061469e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -10615538.000000 Penalty: 5595.804199
	Iteration 6Q: 3 clusters Score -1.061554e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -10616810.000000 Penalty: 5595.804199
	Iteration 7Q: 3 clusters Score -1.061681e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -10618798.000000 Penalty: 5595.804199
	Iteration 8Q: 3 clusters Score -1.06188e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -10621970.000000 Penalty: 5595.804199
	Iteration 9F: 3 clusters Score -1.062197e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -10626332.000000 Penalty: 5595.804199
	Iteration 10F: 3 clusters Score -1.062633e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -10631048.000000 Penalty: 5595.804199
	Iteration 11F: 3 clusters Score -1.063105e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -10635280.000000 Penalty: 5595.804199
	Iteration 12F: 3 clusters Score -1.063528e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -10638356.000000 Penalty: 5595.804199
	Iteration 13Q: 3 clusters Score -1.063836e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10640458.000000 Penalty: 5595.804199
	Iteration 14Q: 3 clusters Score -1.064046e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10641505.000000 Penalty: 5595.804199
	Iteration 15Q: 3 clusters Score -1.06415e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10642012.000000 Penalty: 5595.804199
	Iteration 16Q: 3 clusters Score -1.064201e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10642370.000000 Penalty: 5595.804199
	Iteration 17Q: 3 clusters Score -1.064237e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10642531.000000 Penalty: 5595.804199
	Iteration 18Q: 3 clusters Score -1.064253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10642583.000000 Penalty: 5595.804199
	Iteration 19Q: 3 clusters Score -1.064258e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10642628.000000 Penalty: 5595.804199
	Iteration 20F: 3 clusters Score -1.064263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10642685.000000 Penalty: 5595.804199
	Iteration 21Q: 3 clusters Score -1.064268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10642710.000000 Penalty: 5595.804199
	Iteration 22Q: 3 clusters Score -1.064271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10642733.000000 Penalty: 5595.804199
	Iteration 23Q: 3 clusters Score -1.064273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10642740.000000 Penalty: 5595.804199
	Iteration 24Q: 3 clusters Score -1.064274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10642740.000000 Penalty: 5595.804199
	Iteration 25Q: 3 clusters Score -1.064274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10642746.000000 Penalty: 5595.804199
	Iteration 26Q: 3 clusters Score -1.064275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10642748.000000 Penalty: 5595.804199
	Iteration 27Q: 3 clusters Score -1.064275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10642760.000000 Penalty: 5595.804199
	Iteration 28Q: 3 clusters Score -1.064276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10642758.000000 Penalty: 5595.804199
	Iteration 29Q: 3 clusters Score -1.064276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10642766.000000 Penalty: 5595.804199
	Iteration 30Q: 3 clusters Score -1.064277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10642762.000000 Penalty: 5595.804199
	Iteration 31Q: 3 clusters Score -1.064276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10642763.000000 Penalty: 5595.804199
	Iteration 32Q: 3 clusters Score -1.064276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10642757.000000 Penalty: 5595.804199
	Iteration 33Q: 3 clusters Score -1.064276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10642757.000000 Penalty: 5595.804199
	Iteration 34F: 3 clusters Score -1.064276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -1224202.125000 Penalty: 2268.238281
	Iteration 0F: 2 clusters Score -1224202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1216926.375000 Penalty: 4536.476562
	Iteration 0F: 3 clusters Score -1216926 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1218999.875000 Penalty: 4536.476562
	Iteration 1F: 3 clusters Score -1219000 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1219301.625000 Penalty: 4536.476562
	Iteration 2F: 3 clusters Score -1219302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1219517.375000 Penalty: 4536.476562
	Iteration 3Q: 3 clusters Score -1219517 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1219694.000000 Penalty: 4536.476562
	Iteration 4Q: 3 clusters Score -1219694 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1219915.000000 Penalty: 4536.476562
	Iteration 5Q: 3 clusters Score -1219915 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1220174.125000 Penalty: 4536.476562
	Iteration 6Q: 3 clusters Score -1220174 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1220449.750000 Penalty: 4536.476562
	Iteration 7Q: 3 clusters Score -1220450 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1220734.875000 Penalty: 4536.476562
	Iteration 8Q: 3 clusters Score -1220735 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1221028.625000 Penalty: 4536.476562
	Iteration 9Q: 3 clusters Score -1221029 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1221305.875000 Penalty: 4536.476562
	Iteration 10Q: 3 clusters Score -1221306 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1221540.250000 Penalty: 4536.476562
	Iteration 11Q: 3 clusters Score -1221540 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1221749.500000 Penalty: 4536.476562
	Iteration 12Q: 3 clusters Score -1221750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1221927.625000 Penalty: 4536.476562
	Iteration 13Q: 3 clusters Score -1221928 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1222062.375000 Penalty: 4536.476562
	Iteration 14Q: 3 clusters Score -1222062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1222170.375000 Penalty: 4536.476562
	Iteration 15Q: 3 clusters Score -1222170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1222241.000000 Penalty: 4536.476562
	Iteration 16Q: 3 clusters Score -1222241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1222296.375000 Penalty: 4536.476562
	Iteration 17Q: 3 clusters Score -1222296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1222339.500000 Penalty: 4536.476562
	Iteration 18Q: 3 clusters Score -1222340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1222375.125000 Penalty: 4536.476562
	Iteration 19Q: 3 clusters Score -1222375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1222393.375000 Penalty: 4536.476562
	Iteration 20F: 3 clusters Score -1222393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1222406.500000 Penalty: 4536.476562
	Iteration 21Q: 3 clusters Score -1222406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1222419.500000 Penalty: 4536.476562
	Iteration 22Q: 3 clusters Score -1222420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1222431.375000 Penalty: 4536.476562
	Iteration 23Q: 3 clusters Score -1222431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1222435.250000 Penalty: 4536.476562
	Iteration 24Q: 3 clusters Score -1222435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1222441.000000 Penalty: 4536.476562
	Iteration 25Q: 3 clusters Score -1222441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1222445.000000 Penalty: 4536.476562
	Iteration 26Q: 3 clusters Score -1222445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1222445.500000 Penalty: 4536.476562
	Iteration 27Q: 3 clusters Score -1222446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1222445.375000 Penalty: 4536.476562
	Iteration 28Q: 3 clusters Score -1222445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1222447.625000 Penalty: 4536.476562
	Iteration 29Q: 3 clusters Score -1222448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1222448.875000 Penalty: 4536.476562
	Iteration 30Q: 3 clusters Score -1222449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1222456.875000 Penalty: 4536.476562
	Iteration 31Q: 3 clusters Score -1222457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1222457.625000 Penalty: 4536.476562
	Iteration 32Q: 3 clusters Score -1222458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1222461.250000 Penalty: 4536.476562
	Iteration 33Q: 3 clusters Score -1222461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1222465.500000 Penalty: 4536.476562
	Iteration 34Q: 3 clusters Score -1222466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1222468.500000 Penalty: 4536.476562
	Iteration 35Q: 3 clusters Score -1222468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1222472.125000 Penalty: 4536.476562
	Iteration 36Q: 3 clusters Score -1222472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1222474.375000 Penalty: 4536.476562
	Iteration 37Q: 3 clusters Score -1222474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1222483.750000 Penalty: 4536.476562
	Iteration 38Q: 3 clusters Score -1222484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1222486.750000 Penalty: 4536.476562
	Iteration 39Q: 3 clusters Score -1222487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1222488.750000 Penalty: 4536.476562
	Iteration 40F: 3 clusters Score -1222489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1222492.750000 Penalty: 4536.476562
	Iteration 41Q: 3 clusters Score -1222493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1222495.000000 Penalty: 4536.476562
	Iteration 42Q: 3 clusters Score -1222495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1222495.625000 Penalty: 4536.476562
	Iteration 43Q: 3 clusters Score -1222496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1222497.250000 Penalty: 4536.476562
	Iteration 44Q: 3 clusters Score -1222497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1222497.500000 Penalty: 4536.476562
	Iteration 45Q: 3 clusters Score -1222498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1222500.625000 Penalty: 4536.476562
	Iteration 46Q: 3 clusters Score -1222501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1222503.625000 Penalty: 4536.476562
	Iteration 47Q: 3 clusters Score -1222504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1222507.875000 Penalty: 4536.476562
	Iteration 48Q: 3 clusters Score -1222508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1222508.500000 Penalty: 4536.476562
	Iteration 49Q: 3 clusters Score -1222508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1222510.875000 Penalty: 4536.476562
	Iteration 50Q: 3 clusters Score -1222511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1222510.250000 Penalty: 4536.476562
	Iteration 51Q: 3 clusters Score -1222510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1222512.750000 Penalty: 4536.476562
	Iteration 52Q: 3 clusters Score -1222513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1222510.375000 Penalty: 4536.476562
	Iteration 53Q: 3 clusters Score -1222510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1222512.875000 Penalty: 4536.476562
	Iteration 54Q: 3 clusters Score -1222513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1222515.375000 Penalty: 4536.476562
	Iteration 55Q: 3 clusters Score -1222515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1222514.750000 Penalty: 4536.476562
	Iteration 56Q: 3 clusters Score -1222515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1222514.375000 Penalty: 4536.476562
	Iteration 57Q: 3 clusters Score -1222514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1222516.750000 Penalty: 4536.476562
	Iteration 58Q: 3 clusters Score -1222517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1222516.125000 Penalty: 4536.476562
	Iteration 59Q: 3 clusters Score -1222516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1222517.250000 Penalty: 4536.476562
	Iteration 60F: 3 clusters Score -1222517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1222517.000000 Penalty: 4536.476562
	Iteration 61Q: 3 clusters Score -1222517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1222517.000000 Penalty: 4536.476562
	Iteration 62F: 3 clusters Score -1222517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 19460 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127340 members 
Mstep: Class 6 contains 227354 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 98488 members 
Mstep: Class 10 contains 21987 members 
Mstep: Class 11 contains 118409 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 146708 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95715 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3587 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133021 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17170 members 
Mstep: Class 28 contains 21776 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18277 members 
Mstep: Class 32 contains 79369 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126336.000000 Penalty: 115847.835938
Iteration 319Q: 34 clusters Score -1.811263e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 19456 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127339 members 
Mstep: Class 6 contains 227373 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 98496 members 
Mstep: Class 10 contains 21989 members 
Mstep: Class 11 contains 118703 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 28532 members 
Mstep: Class 14 contains 146419 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95707 members 
Mstep: Class 21 contains 15646 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133021 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17171 members 
Mstep: Class 28 contains 21772 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18276 members 
Mstep: Class 32 contains 79366 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126160.000000 Penalty: 115847.835938
Iteration 320F: 34 clusters Score -1.811262e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9041 members 
Mstep: Class 3 contains 19456 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127339 members 
Mstep: Class 6 contains 227394 members 
Mstep: Class 7 contains 66609 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 98496 members 
Mstep: Class 10 contains 21990 members 
Mstep: Class 11 contains 119018 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 28524 members 
Mstep: Class 14 contains 146092 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95697 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133030 members 
Mstep: Class 26 contains 71758 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 21772 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 9314 members 
Mstep: Class 31 contains 18276 members 
Mstep: Class 32 contains 79370 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126480.000000 Penalty: 115847.835938
Iteration 321Q: 34 clusters Score -1.811265e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9037 members 
Mstep: Class 3 contains 19456 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 227441 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 98497 members 
Mstep: Class 10 contains 21991 members 
Mstep: Class 11 contains 119299 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 145774 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95692 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3577 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133025 members 
Mstep: Class 26 contains 71758 members 
Mstep: Class 27 contains 17173 members 
Mstep: Class 28 contains 21777 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18276 members 
Mstep: Class 32 contains 79378 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126352.000000 Penalty: 115847.835938
Iteration 322Q: 34 clusters Score -1.811264e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9035 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 227475 members 
Mstep: Class 7 contains 66597 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 98497 members 
Mstep: Class 10 contains 21991 members 
Mstep: Class 11 contains 119614 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 28515 members 
Mstep: Class 14 contains 145422 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 95689 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133022 members 
Mstep: Class 26 contains 71761 members 
Mstep: Class 27 contains 17171 members 
Mstep: Class 28 contains 21775 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 18273 members 
Mstep: Class 32 contains 79393 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126336.000000 Penalty: 115847.835938
Iteration 323Q: 34 clusters Score -1.811263e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9033 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127331 members 
Mstep: Class 6 contains 227506 members 
Mstep: Class 7 contains 66593 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 98503 members 
Mstep: Class 10 contains 21993 members 
Mstep: Class 11 contains 119980 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 145022 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 95685 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 133013 members 
Mstep: Class 26 contains 71769 members 
Mstep: Class 27 contains 17169 members 
Mstep: Class 28 contains 21781 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18275 members 
Mstep: Class 32 contains 79409 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126688.000000 Penalty: 115847.835938
Iteration 324Q: 34 clusters Score -1.811267e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9031 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127330 members 
Mstep: Class 6 contains 227547 members 
Mstep: Class 7 contains 66593 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 98489 members 
Mstep: Class 10 contains 21995 members 
Mstep: Class 11 contains 120338 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 144627 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 95680 members 
Mstep: Class 21 contains 15651 members 
Mstep: Class 22 contains 3564 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132993 members 
Mstep: Class 26 contains 71767 members 
Mstep: Class 27 contains 17170 members 
Mstep: Class 28 contains 21784 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18275 members 
Mstep: Class 32 contains 79434 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126272.000000 Penalty: 115847.835938
Iteration 325Q: 34 clusters Score -1.811263e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 19464 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127328 members 
Mstep: Class 6 contains 227599 members 
Mstep: Class 7 contains 66595 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 98472 members 
Mstep: Class 10 contains 21996 members 
Mstep: Class 11 contains 120707 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 144223 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 95672 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3563 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132990 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17170 members 
Mstep: Class 28 contains 21782 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 18276 members 
Mstep: Class 32 contains 79453 members 
Mstep: Class 33 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126464.000000 Penalty: 115847.835938
Iteration 326Q: 34 clusters Score -1.811265e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9020 members 
Mstep: Class 3 contains 19469 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127328 members 
Mstep: Class 6 contains 227637 members 
Mstep: Class 7 contains 66593 members 
Mstep: Class 8 contains 4670 members 
Mstep: Class 9 contains 98450 members 
Mstep: Class 10 contains 21999 members 
Mstep: Class 11 contains 121100 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28504 members 
Mstep: Class 14 contains 143814 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 95662 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132984 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17170 members 
Mstep: Class 28 contains 21781 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9318 members 
Mstep: Class 31 contains 18281 members 
Mstep: Class 32 contains 79469 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126448.000000 Penalty: 115847.835938
Iteration 327Q: 34 clusters Score -1.811264e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 19478 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127328 members 
Mstep: Class 6 contains 227692 members 
Mstep: Class 7 contains 66592 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 98453 members 
Mstep: Class 10 contains 21998 members 
Mstep: Class 11 contains 121461 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28499 members 
Mstep: Class 14 contains 143424 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 95650 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132956 members 
Mstep: Class 26 contains 71761 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 21777 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 9322 members 
Mstep: Class 31 contains 18284 members 
Mstep: Class 32 contains 79476 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126640.000000 Penalty: 115847.835938
Iteration 328Q: 34 clusters Score -1.811266e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9018 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127328 members 
Mstep: Class 6 contains 227733 members 
Mstep: Class 7 contains 66591 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 98461 members 
Mstep: Class 10 contains 21998 members 
Mstep: Class 11 contains 121827 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28496 members 
Mstep: Class 14 contains 143036 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 95647 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132923 members 
Mstep: Class 26 contains 71761 members 
Mstep: Class 27 contains 17176 members 
Mstep: Class 28 contains 21775 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 18287 members 
Mstep: Class 32 contains 79481 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126720.000000 Penalty: 115847.835938
Iteration 329Q: 34 clusters Score -1.811267e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9015 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 127326 members 
Mstep: Class 6 contains 227799 members 
Mstep: Class 7 contains 66594 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 98458 members 
Mstep: Class 10 contains 22001 members 
Mstep: Class 11 contains 122215 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 142609 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 95645 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132888 members 
Mstep: Class 26 contains 71754 members 
Mstep: Class 27 contains 17175 members 
Mstep: Class 28 contains 21779 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18291 members 
Mstep: Class 32 contains 79485 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126640.000000 Penalty: 115847.835938
Iteration 330Q: 34 clusters Score -1.811266e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9014 members 
Mstep: Class 3 contains 19486 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127326 members 
Mstep: Class 6 contains 227848 members 
Mstep: Class 7 contains 66596 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 98455 members 
Mstep: Class 10 contains 22003 members 
Mstep: Class 11 contains 122635 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 142136 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 95642 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132857 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17172 members 
Mstep: Class 28 contains 21785 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 18295 members 
Mstep: Class 32 contains 79500 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126624.000000 Penalty: 115847.835938
Iteration 331Q: 34 clusters Score -1.811266e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9009 members 
Mstep: Class 3 contains 19489 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 227890 members 
Mstep: Class 7 contains 66596 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 98451 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 123070 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 141662 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 95642 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132841 members 
Mstep: Class 26 contains 71755 members 
Mstep: Class 27 contains 17171 members 
Mstep: Class 28 contains 21789 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 9325 members 
Mstep: Class 31 contains 18298 members 
Mstep: Class 32 contains 79511 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126480.000000 Penalty: 115847.835938
Iteration 332Q: 34 clusters Score -1.811265e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9005 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 227934 members 
Mstep: Class 7 contains 66594 members 
Mstep: Class 8 contains 4705 members 
Mstep: Class 9 contains 98437 members 
Mstep: Class 10 contains 22006 members 
Mstep: Class 11 contains 123527 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 141184 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 95638 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132821 members 
Mstep: Class 26 contains 71756 members 
Mstep: Class 27 contains 17172 members 
Mstep: Class 28 contains 21790 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18298 members 
Mstep: Class 32 contains 79521 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126368.000000 Penalty: 115847.835938
Iteration 333Q: 34 clusters Score -1.811264e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8998 members 
Mstep: Class 3 contains 19493 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 127322 members 
Mstep: Class 6 contains 227976 members 
Mstep: Class 7 contains 66592 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 98427 members 
Mstep: Class 10 contains 22008 members 
Mstep: Class 11 contains 123997 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28488 members 
Mstep: Class 14 contains 140685 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 95636 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3987 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132799 members 
Mstep: Class 26 contains 71755 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 21792 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18299 members 
Mstep: Class 32 contains 79535 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126368.000000 Penalty: 115847.835938
Iteration 334Q: 34 clusters Score -1.811264e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8988 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228014 members 
Mstep: Class 7 contains 66595 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 98417 members 
Mstep: Class 10 contains 22011 members 
Mstep: Class 11 contains 124454 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28486 members 
Mstep: Class 14 contains 140182 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 95636 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132791 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 21786 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 18301 members 
Mstep: Class 32 contains 79565 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126416.000000 Penalty: 115847.835938
Iteration 335Q: 34 clusters Score -1.811264e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8985 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228049 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 98403 members 
Mstep: Class 10 contains 22011 members 
Mstep: Class 11 contains 124882 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28488 members 
Mstep: Class 14 contains 139682 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 95630 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132798 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17174 members 
Mstep: Class 28 contains 21797 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 18309 members 
Mstep: Class 32 contains 79589 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126512.000000 Penalty: 115847.835938
Iteration 336Q: 34 clusters Score -1.811265e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8984 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 228091 members 
Mstep: Class 7 contains 66601 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 98398 members 
Mstep: Class 10 contains 22012 members 
Mstep: Class 11 contains 125315 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28486 members 
Mstep: Class 14 contains 139200 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95619 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132802 members 
Mstep: Class 26 contains 71754 members 
Mstep: Class 27 contains 17173 members 
Mstep: Class 28 contains 21802 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18317 members 
Mstep: Class 32 contains 79601 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126576.000000 Penalty: 115847.835938
Iteration 337Q: 34 clusters Score -1.811266e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228131 members 
Mstep: Class 7 contains 66599 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 98397 members 
Mstep: Class 10 contains 22013 members 
Mstep: Class 11 contains 125760 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 138722 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 95617 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132797 members 
Mstep: Class 26 contains 71755 members 
Mstep: Class 27 contains 17176 members 
Mstep: Class 28 contains 21801 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18320 members 
Mstep: Class 32 contains 79605 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126560.000000 Penalty: 115847.835938
Iteration 338Q: 34 clusters Score -1.811266e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8979 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228180 members 
Mstep: Class 7 contains 66598 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 98393 members 
Mstep: Class 10 contains 22015 members 
Mstep: Class 11 contains 126199 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 138245 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 95608 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132806 members 
Mstep: Class 26 contains 71756 members 
Mstep: Class 27 contains 17179 members 
Mstep: Class 28 contains 21803 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 9325 members 
Mstep: Class 31 contains 18319 members 
Mstep: Class 32 contains 79600 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126432.000000 Penalty: 115847.835938
Iteration 339Q: 34 clusters Score -1.811264e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8978 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228235 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 98369 members 
Mstep: Class 10 contains 22015 members 
Mstep: Class 11 contains 126629 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 137773 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 95600 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132813 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17179 members 
Mstep: Class 28 contains 21803 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 18326 members 
Mstep: Class 32 contains 79604 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126544.000000 Penalty: 115847.835938
Iteration 340F: 34 clusters Score -1.811265e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8974 members 
Mstep: Class 3 contains 19500 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 127326 members 
Mstep: Class 6 contains 228269 members 
Mstep: Class 7 contains 66606 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 98353 members 
Mstep: Class 10 contains 22015 members 
Mstep: Class 11 contains 127031 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 137371 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132798 members 
Mstep: Class 26 contains 71753 members 
Mstep: Class 27 contains 17185 members 
Mstep: Class 28 contains 21799 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 9318 members 
Mstep: Class 31 contains 18329 members 
Mstep: Class 32 contains 79602 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126704.000000 Penalty: 115847.835938
Iteration 341Q: 34 clusters Score -1.811267e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 19505 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127327 members 
Mstep: Class 6 contains 228305 members 
Mstep: Class 7 contains 66607 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 98324 members 
Mstep: Class 10 contains 22016 members 
Mstep: Class 11 contains 127441 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 136977 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95582 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132779 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17184 members 
Mstep: Class 28 contains 21793 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 18330 members 
Mstep: Class 32 contains 79597 members 
Mstep: Class 33 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127040.000000 Penalty: 115847.835938
Iteration 342Q: 34 clusters Score -1.81127e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8969 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 127327 members 
Mstep: Class 6 contains 228350 members 
Mstep: Class 7 contains 66602 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 98308 members 
Mstep: Class 10 contains 22016 members 
Mstep: Class 11 contains 127818 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28493 members 
Mstep: Class 14 contains 136618 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95579 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132742 members 
Mstep: Class 26 contains 71756 members 
Mstep: Class 27 contains 17188 members 
Mstep: Class 28 contains 21787 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 9312 members 
Mstep: Class 31 contains 18332 members 
Mstep: Class 32 contains 79590 members 
Mstep: Class 33 contains 9380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 343Q: 34 clusters Score -1.811271e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8962 members 
Mstep: Class 3 contains 19501 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127326 members 
Mstep: Class 6 contains 228384 members 
Mstep: Class 7 contains 66605 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 98289 members 
Mstep: Class 10 contains 22022 members 
Mstep: Class 11 contains 128175 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28493 members 
Mstep: Class 14 contains 136260 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95570 members 
Mstep: Class 21 contains 15651 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132714 members 
Mstep: Class 26 contains 71757 members 
Mstep: Class 27 contains 17197 members 
Mstep: Class 28 contains 21784 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 9312 members 
Mstep: Class 31 contains 18337 members 
Mstep: Class 32 contains 79588 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 344Q: 34 clusters Score -1.811271e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8960 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 228414 members 
Mstep: Class 7 contains 66607 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 98272 members 
Mstep: Class 10 contains 22024 members 
Mstep: Class 11 contains 128513 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 135926 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95561 members 
Mstep: Class 21 contains 15655 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132676 members 
Mstep: Class 26 contains 71760 members 
Mstep: Class 27 contains 17202 members 
Mstep: Class 28 contains 21786 members 
Mstep: Class 29 contains 5027 members 
Mstep: Class 30 contains 9310 members 
Mstep: Class 31 contains 18340 members 
Mstep: Class 32 contains 79594 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 345Q: 34 clusters Score -1.811269e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8958 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 228453 members 
Mstep: Class 7 contains 66607 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 98241 members 
Mstep: Class 10 contains 22028 members 
Mstep: Class 11 contains 128808 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28493 members 
Mstep: Class 14 contains 135652 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95554 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132637 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17203 members 
Mstep: Class 28 contains 21791 members 
Mstep: Class 29 contains 5025 members 
Mstep: Class 30 contains 9302 members 
Mstep: Class 31 contains 18344 members 
Mstep: Class 32 contains 79600 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127120.000000 Penalty: 115847.835938
Iteration 346Q: 34 clusters Score -1.811271e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8957 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228493 members 
Mstep: Class 7 contains 66609 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 98208 members 
Mstep: Class 10 contains 22030 members 
Mstep: Class 11 contains 129069 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28494 members 
Mstep: Class 14 contains 135391 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95555 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132609 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17206 members 
Mstep: Class 28 contains 21790 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9301 members 
Mstep: Class 31 contains 18347 members 
Mstep: Class 32 contains 79606 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 347Q: 34 clusters Score -1.811271e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8958 members 
Mstep: Class 3 contains 19501 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228526 members 
Mstep: Class 7 contains 66614 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 98183 members 
Mstep: Class 10 contains 22030 members 
Mstep: Class 11 contains 129285 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28498 members 
Mstep: Class 14 contains 135140 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95555 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132606 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17208 members 
Mstep: Class 28 contains 21782 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 18347 members 
Mstep: Class 32 contains 79626 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 348Q: 34 clusters Score -1.811269e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8953 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 127327 members 
Mstep: Class 6 contains 228556 members 
Mstep: Class 7 contains 66615 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 98159 members 
Mstep: Class 10 contains 22029 members 
Mstep: Class 11 contains 129477 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28500 members 
Mstep: Class 14 contains 134915 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95558 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132606 members 
Mstep: Class 26 contains 71772 members 
Mstep: Class 27 contains 17209 members 
Mstep: Class 28 contains 21778 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9294 members 
Mstep: Class 31 contains 18351 members 
Mstep: Class 32 contains 79635 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126528.000000 Penalty: 115847.835938
Iteration 349Q: 34 clusters Score -1.811265e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8954 members 
Mstep: Class 3 contains 19505 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228590 members 
Mstep: Class 7 contains 66617 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98145 members 
Mstep: Class 10 contains 22031 members 
Mstep: Class 11 contains 129657 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28504 members 
Mstep: Class 14 contains 134714 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95553 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132601 members 
Mstep: Class 26 contains 71772 members 
Mstep: Class 27 contains 17211 members 
Mstep: Class 28 contains 21772 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9289 members 
Mstep: Class 31 contains 18355 members 
Mstep: Class 32 contains 79641 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126800.000000 Penalty: 115847.835938
Iteration 350Q: 34 clusters Score -1.811268e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8951 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 228627 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 98138 members 
Mstep: Class 10 contains 22032 members 
Mstep: Class 11 contains 129816 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28507 members 
Mstep: Class 14 contains 134533 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95559 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132563 members 
Mstep: Class 26 contains 71775 members 
Mstep: Class 27 contains 17210 members 
Mstep: Class 28 contains 21768 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9289 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79655 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126880.000000 Penalty: 115847.835938
Iteration 351Q: 34 clusters Score -1.811269e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228663 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 98134 members 
Mstep: Class 10 contains 22033 members 
Mstep: Class 11 contains 129959 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 134384 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95565 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132516 members 
Mstep: Class 26 contains 71773 members 
Mstep: Class 27 contains 17211 members 
Mstep: Class 28 contains 21767 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79668 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126592.000000 Penalty: 115847.835938
Iteration 352Q: 34 clusters Score -1.811266e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8949 members 
Mstep: Class 3 contains 19509 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228692 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 98137 members 
Mstep: Class 10 contains 22033 members 
Mstep: Class 11 contains 130093 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 134215 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95566 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3992 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132492 members 
Mstep: Class 26 contains 71777 members 
Mstep: Class 27 contains 17213 members 
Mstep: Class 28 contains 21767 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79684 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126928.000000 Penalty: 115847.835938
Iteration 353Q: 34 clusters Score -1.811269e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8949 members 
Mstep: Class 3 contains 19511 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228731 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 98125 members 
Mstep: Class 10 contains 22032 members 
Mstep: Class 11 contains 130191 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 134106 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95567 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3994 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132465 members 
Mstep: Class 26 contains 71774 members 
Mstep: Class 27 contains 17216 members 
Mstep: Class 28 contains 21764 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79696 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127088.000000 Penalty: 115847.835938
Iteration 354Q: 34 clusters Score -1.811271e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8949 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228756 members 
Mstep: Class 7 contains 66624 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 98104 members 
Mstep: Class 10 contains 22033 members 
Mstep: Class 11 contains 130265 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 134024 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95567 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 3996 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132451 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 21762 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79702 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127168.000000 Penalty: 115847.835938
Iteration 355Q: 34 clusters Score -1.811272e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8949 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228766 members 
Mstep: Class 7 contains 66626 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 98088 members 
Mstep: Class 10 contains 22034 members 
Mstep: Class 11 contains 130332 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 133971 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95571 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 3998 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132425 members 
Mstep: Class 26 contains 71777 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 21757 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9283 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79711 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127328.000000 Penalty: 115847.835938
Iteration 356Q: 34 clusters Score -1.811273e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228762 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98071 members 
Mstep: Class 10 contains 22039 members 
Mstep: Class 11 contains 130410 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28517 members 
Mstep: Class 14 contains 133918 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95570 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4000 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132405 members 
Mstep: Class 26 contains 71781 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 21755 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9283 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79727 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127232.000000 Penalty: 115847.835938
Iteration 357Q: 34 clusters Score -1.811272e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8951 members 
Mstep: Class 3 contains 19528 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228758 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 98055 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 130480 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28520 members 
Mstep: Class 14 contains 133882 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95571 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4003 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132385 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9282 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127344.000000 Penalty: 115847.835938
Iteration 358Q: 34 clusters Score -1.811273e+08 nChanged 372
Entering ConstructFrom: 
Score: -181127344.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -915258.187500 Penalty: 2218.183838
	Iteration 0F: 2 clusters Score -915258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -909058.687500 Penalty: 4436.367676
	Iteration 0F: 3 clusters Score -909058.7 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -910845.312500 Penalty: 4436.367676
	Iteration 1F: 3 clusters Score -910845.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -911251.875000 Penalty: 4436.367676
	Iteration 2F: 3 clusters Score -911251.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -911666.312500 Penalty: 4436.367676
	Iteration 3F: 3 clusters Score -911666.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -912023.250000 Penalty: 4436.367676
	Iteration 4F: 3 clusters Score -912023.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -912301.937500 Penalty: 4436.367676
	Iteration 5F: 3 clusters Score -912301.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -912527.562500 Penalty: 4436.367676
	Iteration 6Q: 3 clusters Score -912527.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -912705.062500 Penalty: 4436.367676
	Iteration 7Q: 3 clusters Score -912705.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -912871.375000 Penalty: 4436.367676
	Iteration 8Q: 3 clusters Score -912871.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -913013.375000 Penalty: 4436.367676
	Iteration 9Q: 3 clusters Score -913013.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -913136.125000 Penalty: 4436.367676
	Iteration 10Q: 3 clusters Score -913136.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -913222.687500 Penalty: 4436.367676
	Iteration 11Q: 3 clusters Score -913222.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -913305.312500 Penalty: 4436.367676
	Iteration 12Q: 3 clusters Score -913305.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -913372.375000 Penalty: 4436.367676
	Iteration 13Q: 3 clusters Score -913372.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -913458.625000 Penalty: 4436.367676
	Iteration 14Q: 3 clusters Score -913458.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -913545.562500 Penalty: 4436.367676
	Iteration 15Q: 3 clusters Score -913545.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -913617.875000 Penalty: 4436.367676
	Iteration 16Q: 3 clusters Score -913617.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -913665.875000 Penalty: 4436.367676
	Iteration 17Q: 3 clusters Score -913665.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -913704.312500 Penalty: 4436.367676
	Iteration 18Q: 3 clusters Score -913704.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -913730.312500 Penalty: 4436.367676
	Iteration 19Q: 3 clusters Score -913730.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -913752.062500 Penalty: 4436.367676
	Iteration 20F: 3 clusters Score -913752.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -913769.562500 Penalty: 4436.367676
	Iteration 21Q: 3 clusters Score -913769.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -913784.125000 Penalty: 4436.367676
	Iteration 22Q: 3 clusters Score -913784.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -913796.437500 Penalty: 4436.367676
	Iteration 23Q: 3 clusters Score -913796.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -913811.750000 Penalty: 4436.367676
	Iteration 24Q: 3 clusters Score -913811.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -913822.312500 Penalty: 4436.367676
	Iteration 25Q: 3 clusters Score -913822.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -913834.312500 Penalty: 4436.367676
	Iteration 26Q: 3 clusters Score -913834.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -913848.250000 Penalty: 4436.367676
	Iteration 27Q: 3 clusters Score -913848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -913858.562500 Penalty: 4436.367676
	Iteration 28Q: 3 clusters Score -913858.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -913866.687500 Penalty: 4436.367676
	Iteration 29Q: 3 clusters Score -913866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -913873.250000 Penalty: 4436.367676
	Iteration 30Q: 3 clusters Score -913873.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -913882.000000 Penalty: 4436.367676
	Iteration 31Q: 3 clusters Score -913882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -913887.875000 Penalty: 4436.367676
	Iteration 32Q: 3 clusters Score -913887.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -913897.000000 Penalty: 4436.367676
	Iteration 33Q: 3 clusters Score -913897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -913904.875000 Penalty: 4436.367676
	Iteration 34Q: 3 clusters Score -913904.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -913912.312500 Penalty: 4436.367676
	Iteration 35Q: 3 clusters Score -913912.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -913918.250000 Penalty: 4436.367676
	Iteration 36Q: 3 clusters Score -913918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -913925.687500 Penalty: 4436.367676
	Iteration 37Q: 3 clusters Score -913925.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -913932.875000 Penalty: 4436.367676
	Iteration 38Q: 3 clusters Score -913932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -913936.937500 Penalty: 4436.367676
	Iteration 39Q: 3 clusters Score -913936.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -913939.687500 Penalty: 4436.367676
	Iteration 40F: 3 clusters Score -913939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -913940.375000 Penalty: 4436.367676
	Iteration 41Q: 3 clusters Score -913940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -913947.125000 Penalty: 4436.367676
	Iteration 42Q: 3 clusters Score -913947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -913949.687500 Penalty: 4436.367676
	Iteration 43Q: 3 clusters Score -913949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -913948.812500 Penalty: 4436.367676
	Iteration 44Q: 3 clusters Score -913948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -913953.250000 Penalty: 4436.367676
	Iteration 45Q: 3 clusters Score -913953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -913956.875000 Penalty: 4436.367676
	Iteration 46Q: 3 clusters Score -913956.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -913958.437500 Penalty: 4436.367676
	Iteration 47Q: 3 clusters Score -913958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -913959.750000 Penalty: 4436.367676
	Iteration 48Q: 3 clusters Score -913959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -913961.750000 Penalty: 4436.367676
	Iteration 49Q: 3 clusters Score -913961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -913964.000000 Penalty: 4436.367676
	Iteration 50Q: 3 clusters Score -913964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -913967.187500 Penalty: 4436.367676
	Iteration 51Q: 3 clusters Score -913967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -913971.187500 Penalty: 4436.367676
	Iteration 52Q: 3 clusters Score -913971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -913974.312500 Penalty: 4436.367676
	Iteration 53Q: 3 clusters Score -913974.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -913979.312500 Penalty: 4436.367676
	Iteration 54Q: 3 clusters Score -913979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -913982.437500 Penalty: 4436.367676
	Iteration 55Q: 3 clusters Score -913982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -913992.250000 Penalty: 4436.367676
	Iteration 56Q: 3 clusters Score -913992.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -913999.625000 Penalty: 4436.367676
	Iteration 57Q: 3 clusters Score -913999.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -914005.312500 Penalty: 4436.367676
	Iteration 58Q: 3 clusters Score -914005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -914007.312500 Penalty: 4436.367676
	Iteration 59Q: 3 clusters Score -914007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -914011.062500 Penalty: 4436.367676
	Iteration 60F: 3 clusters Score -914011.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -914015.812500 Penalty: 4436.367676
	Iteration 61Q: 3 clusters Score -914015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -914019.250000 Penalty: 4436.367676
	Iteration 62Q: 3 clusters Score -914019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -914022.125000 Penalty: 4436.367676
	Iteration 63Q: 3 clusters Score -914022.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -914026.625000 Penalty: 4436.367676
	Iteration 64Q: 3 clusters Score -914026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -914030.625000 Penalty: 4436.367676
	Iteration 65Q: 3 clusters Score -914030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -914033.062500 Penalty: 4436.367676
	Iteration 66Q: 3 clusters Score -914033.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -914036.062500 Penalty: 4436.367676
	Iteration 67Q: 3 clusters Score -914036.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -914038.062500 Penalty: 4436.367676
	Iteration 68Q: 3 clusters Score -914038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -914041.625000 Penalty: 4436.367676
	Iteration 69Q: 3 clusters Score -914041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -914038.250000 Penalty: 4436.367676
	Iteration 70Q: 3 clusters Score -914038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -914039.875000 Penalty: 4436.367676
	Iteration 71Q: 3 clusters Score -914039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -914039.812500 Penalty: 4436.367676
	Iteration 72Q: 3 clusters Score -914039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -914039.812500 Penalty: 4436.367676
	Iteration 73F: 3 clusters Score -914039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Entering Unmasked Estep 
Score: -1101947.500000 Penalty: 2256.653564
	Iteration 0F: 2 clusters Score -1101948 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 4408 members 
Entering Unmasked Estep 
Score: -1095013.000000 Penalty: 4513.307129
	Iteration 0F: 3 clusters Score -1095013 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1097199.875000 Penalty: 4513.307129
	Iteration 1F: 3 clusters Score -1097200 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1097750.375000 Penalty: 4513.307129
	Iteration 2F: 3 clusters Score -1097750 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1098161.875000 Penalty: 4513.307129
	Iteration 3F: 3 clusters Score -1098162 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1098512.125000 Penalty: 4513.307129
	Iteration 4F: 3 clusters Score -1098512 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1098846.500000 Penalty: 4513.307129
	Iteration 5F: 3 clusters Score -1098846 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1099147.000000 Penalty: 4513.307129
	Iteration 6Q: 3 clusters Score -1099147 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1099381.625000 Penalty: 4513.307129
	Iteration 7Q: 3 clusters Score -1099382 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1099558.500000 Penalty: 4513.307129
	Iteration 8Q: 3 clusters Score -1099558 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1099710.375000 Penalty: 4513.307129
	Iteration 9Q: 3 clusters Score -1099710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1099822.625000 Penalty: 4513.307129
	Iteration 10Q: 3 clusters Score -1099823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1099931.500000 Penalty: 4513.307129
	Iteration 11Q: 3 clusters Score -1099932 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1100050.625000 Penalty: 4513.307129
	Iteration 12Q: 3 clusters Score -1100051 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1100185.625000 Penalty: 4513.307129
	Iteration 13Q: 3 clusters Score -1100186 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1100284.250000 Penalty: 4513.307129
	Iteration 14Q: 3 clusters Score -1100284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1100344.125000 Penalty: 4513.307129
	Iteration 15Q: 3 clusters Score -1100344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1100379.125000 Penalty: 4513.307129
	Iteration 16Q: 3 clusters Score -1100379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1100405.500000 Penalty: 4513.307129
	Iteration 17Q: 3 clusters Score -1100406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1100428.250000 Penalty: 4513.307129
	Iteration 18Q: 3 clusters Score -1100428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1100449.250000 Penalty: 4513.307129
	Iteration 19Q: 3 clusters Score -1100449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1100477.500000 Penalty: 4513.307129
	Iteration 20F: 3 clusters Score -1100478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1100509.000000 Penalty: 4513.307129
	Iteration 21Q: 3 clusters Score -1100509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1100536.875000 Penalty: 4513.307129
	Iteration 22Q: 3 clusters Score -1100537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1100556.875000 Penalty: 4513.307129
	Iteration 23Q: 3 clusters Score -1100557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1100569.625000 Penalty: 4513.307129
	Iteration 24Q: 3 clusters Score -1100570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1100584.125000 Penalty: 4513.307129
	Iteration 25Q: 3 clusters Score -1100584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1100597.125000 Penalty: 4513.307129
	Iteration 26Q: 3 clusters Score -1100597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1100610.375000 Penalty: 4513.307129
	Iteration 27Q: 3 clusters Score -1100610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1100623.750000 Penalty: 4513.307129
	Iteration 28Q: 3 clusters Score -1100624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1100634.125000 Penalty: 4513.307129
	Iteration 29Q: 3 clusters Score -1100634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1100641.250000 Penalty: 4513.307129
	Iteration 30Q: 3 clusters Score -1100641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1100651.750000 Penalty: 4513.307129
	Iteration 31Q: 3 clusters Score -1100652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1100658.375000 Penalty: 4513.307129
	Iteration 32Q: 3 clusters Score -1100658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1100672.125000 Penalty: 4513.307129
	Iteration 33Q: 3 clusters Score -1100672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1100681.750000 Penalty: 4513.307129
	Iteration 34Q: 3 clusters Score -1100682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1100693.750000 Penalty: 4513.307129
	Iteration 35Q: 3 clusters Score -1100694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1100704.000000 Penalty: 4513.307129
	Iteration 36Q: 3 clusters Score -1100704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1100717.000000 Penalty: 4513.307129
	Iteration 37Q: 3 clusters Score -1100717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1100735.375000 Penalty: 4513.307129
	Iteration 38Q: 3 clusters Score -1100735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1100752.500000 Penalty: 4513.307129
	Iteration 39Q: 3 clusters Score -1100752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1100777.250000 Penalty: 4513.307129
	Iteration 40F: 3 clusters Score -1100777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1100804.125000 Penalty: 4513.307129
	Iteration 41Q: 3 clusters Score -1100804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1100823.875000 Penalty: 4513.307129
	Iteration 42Q: 3 clusters Score -1100824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1100831.625000 Penalty: 4513.307129
	Iteration 43Q: 3 clusters Score -1100832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1100837.875000 Penalty: 4513.307129
	Iteration 44Q: 3 clusters Score -1100838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1100842.250000 Penalty: 4513.307129
	Iteration 45Q: 3 clusters Score -1100842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1100852.500000 Penalty: 4513.307129
	Iteration 46Q: 3 clusters Score -1100852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1100853.000000 Penalty: 4513.307129
	Iteration 47Q: 3 clusters Score -1100853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1100857.250000 Penalty: 4513.307129
	Iteration 48Q: 3 clusters Score -1100857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1100858.875000 Penalty: 4513.307129
	Iteration 49Q: 3 clusters Score -1100859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1100863.500000 Penalty: 4513.307129
	Iteration 50Q: 3 clusters Score -1100864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1100864.125000 Penalty: 4513.307129
	Iteration 51Q: 3 clusters Score -1100864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1100862.625000 Penalty: 4513.307129
	Iteration 52Q: 3 clusters Score -1100863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1100864.125000 Penalty: 4513.307129
	Iteration 53Q: 3 clusters Score -1100864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1100864.500000 Penalty: 4513.307129
	Iteration 54Q: 3 clusters Score -1100864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1100864.500000 Penalty: 4513.307129
	Iteration 55F: 3 clusters Score -1100864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Entering Unmasked Estep 
Score: -2639716.750000 Penalty: 2450.230713
	Iteration 0F: 2 clusters Score -2639717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2625901.250000 Penalty: 4900.461426
	Iteration 0F: 3 clusters Score -2625901 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2630617.250000 Penalty: 4900.461426
	Iteration 1F: 3 clusters Score -2630617 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2631054.500000 Penalty: 4900.461426
	Iteration 2F: 3 clusters Score -2631054 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2631406.500000 Penalty: 4900.461426
	Iteration 3Q: 3 clusters Score -2631406 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2631804.000000 Penalty: 4900.461426
	Iteration 4Q: 3 clusters Score -2631804 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2632287.250000 Penalty: 4900.461426
	Iteration 5Q: 3 clusters Score -2632287 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2632933.500000 Penalty: 4900.461426
	Iteration 6F: 3 clusters Score -2632934 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2633752.500000 Penalty: 4900.461426
	Iteration 7F: 3 clusters Score -2633752 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2634643.500000 Penalty: 4900.461426
	Iteration 8F: 3 clusters Score -2634644 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2635547.750000 Penalty: 4900.461426
	Iteration 9F: 3 clusters Score -2635548 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2636286.000000 Penalty: 4900.461426
	Iteration 10Q: 3 clusters Score -2636286 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2636819.750000 Penalty: 4900.461426
	Iteration 11Q: 3 clusters Score -2636820 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2637140.500000 Penalty: 4900.461426
	Iteration 12Q: 3 clusters Score -2637140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2637309.750000 Penalty: 4900.461426
	Iteration 13Q: 3 clusters Score -2637310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2637420.500000 Penalty: 4900.461426
	Iteration 14Q: 3 clusters Score -2637420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2637497.750000 Penalty: 4900.461426
	Iteration 15Q: 3 clusters Score -2637498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2637533.500000 Penalty: 4900.461426
	Iteration 16Q: 3 clusters Score -2637534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2637556.250000 Penalty: 4900.461426
	Iteration 17Q: 3 clusters Score -2637556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2637571.000000 Penalty: 4900.461426
	Iteration 18Q: 3 clusters Score -2637571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2637582.500000 Penalty: 4900.461426
	Iteration 19Q: 3 clusters Score -2637582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2637584.750000 Penalty: 4900.461426
	Iteration 20F: 3 clusters Score -2637585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2637587.750000 Penalty: 4900.461426
	Iteration 21Q: 3 clusters Score -2637588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2637587.750000 Penalty: 4900.461426
	Iteration 22F: 3 clusters Score -2637588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -602320.562500 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -602320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -597892.625000 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -597892.6 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -598994.812500 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -598994.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -599202.812500 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -599202.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -599298.375000 Penalty: 4206.753906
	Iteration 3Q: 3 clusters Score -599298.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -599362.062500 Penalty: 4206.753906
	Iteration 4Q: 3 clusters Score -599362.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -599413.687500 Penalty: 4206.753906
	Iteration 5Q: 3 clusters Score -599413.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -599454.250000 Penalty: 4206.753906
	Iteration 6Q: 3 clusters Score -599454.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -599488.687500 Penalty: 4206.753906
	Iteration 7Q: 3 clusters Score -599488.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -599520.562500 Penalty: 4206.753906
	Iteration 8Q: 3 clusters Score -599520.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -599558.187500 Penalty: 4206.753906
	Iteration 9Q: 3 clusters Score -599558.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -599592.937500 Penalty: 4206.753906
	Iteration 10Q: 3 clusters Score -599592.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -599623.812500 Penalty: 4206.753906
	Iteration 11Q: 3 clusters Score -599623.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -599662.437500 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -599662.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -599697.750000 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -599697.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -599736.562500 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -599736.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -599774.562500 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -599774.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -599818.000000 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -599818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -599856.562500 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -599856.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -599895.500000 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -599895.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -599952.312500 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -599952.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -600020.625000 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -600020.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -600093.375000 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -600093.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -600165.312500 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -600165.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -600226.000000 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -600226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -600283.187500 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -600283.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -600336.562500 Penalty: 4206.753906
	Iteration 25Q: 3 clusters Score -600336.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -600370.250000 Penalty: 4206.753906
	Iteration 26Q: 3 clusters Score -600370.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -600402.250000 Penalty: 4206.753906
	Iteration 27Q: 3 clusters Score -600402.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -600432.500000 Penalty: 4206.753906
	Iteration 28Q: 3 clusters Score -600432.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -600462.750000 Penalty: 4206.753906
	Iteration 29Q: 3 clusters Score -600462.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -600483.687500 Penalty: 4206.753906
	Iteration 30Q: 3 clusters Score -600483.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -600499.625000 Penalty: 4206.753906
	Iteration 31Q: 3 clusters Score -600499.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -600512.687500 Penalty: 4206.753906
	Iteration 32Q: 3 clusters Score -600512.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -600526.250000 Penalty: 4206.753906
	Iteration 33Q: 3 clusters Score -600526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -600539.375000 Penalty: 4206.753906
	Iteration 34Q: 3 clusters Score -600539.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -600559.187500 Penalty: 4206.753906
	Iteration 35Q: 3 clusters Score -600559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -600579.812500 Penalty: 4206.753906
	Iteration 36Q: 3 clusters Score -600579.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -600607.500000 Penalty: 4206.753906
	Iteration 37Q: 3 clusters Score -600607.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -600633.812500 Penalty: 4206.753906
	Iteration 38Q: 3 clusters Score -600633.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -600654.000000 Penalty: 4206.753906
	Iteration 39Q: 3 clusters Score -600654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -600664.500000 Penalty: 4206.753906
	Iteration 40F: 3 clusters Score -600664.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -600670.312500 Penalty: 4206.753906
	Iteration 41Q: 3 clusters Score -600670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -600682.375000 Penalty: 4206.753906
	Iteration 42Q: 3 clusters Score -600682.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -600688.500000 Penalty: 4206.753906
	Iteration 43Q: 3 clusters Score -600688.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -600694.125000 Penalty: 4206.753906
	Iteration 44Q: 3 clusters Score -600694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -600698.625000 Penalty: 4206.753906
	Iteration 45Q: 3 clusters Score -600698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -600703.312500 Penalty: 4206.753906
	Iteration 46Q: 3 clusters Score -600703.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -600712.562500 Penalty: 4206.753906
	Iteration 47Q: 3 clusters Score -600712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -600718.437500 Penalty: 4206.753906
	Iteration 48Q: 3 clusters Score -600718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -600722.125000 Penalty: 4206.753906
	Iteration 49Q: 3 clusters Score -600722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -600727.187500 Penalty: 4206.753906
	Iteration 50Q: 3 clusters Score -600727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -600732.500000 Penalty: 4206.753906
	Iteration 51Q: 3 clusters Score -600732.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -600739.750000 Penalty: 4206.753906
	Iteration 52Q: 3 clusters Score -600739.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -600747.812500 Penalty: 4206.753906
	Iteration 53Q: 3 clusters Score -600747.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -600756.750000 Penalty: 4206.753906
	Iteration 54Q: 3 clusters Score -600756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -600762.312500 Penalty: 4206.753906
	Iteration 55Q: 3 clusters Score -600762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -600771.875000 Penalty: 4206.753906
	Iteration 56Q: 3 clusters Score -600771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -600777.812500 Penalty: 4206.753906
	Iteration 57Q: 3 clusters Score -600777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -600786.937500 Penalty: 4206.753906
	Iteration 58Q: 3 clusters Score -600786.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -600799.750000 Penalty: 4206.753906
	Iteration 59Q: 3 clusters Score -600799.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -600813.500000 Penalty: 4206.753906
	Iteration 60F: 3 clusters Score -600813.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -600823.062500 Penalty: 4206.753906
	Iteration 61Q: 3 clusters Score -600823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -600839.000000 Penalty: 4206.753906
	Iteration 62Q: 3 clusters Score -600839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -600857.875000 Penalty: 4206.753906
	Iteration 63Q: 3 clusters Score -600857.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -600876.875000 Penalty: 4206.753906
	Iteration 64Q: 3 clusters Score -600876.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -600898.187500 Penalty: 4206.753906
	Iteration 65Q: 3 clusters Score -600898.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -600924.250000 Penalty: 4206.753906
	Iteration 66Q: 3 clusters Score -600924.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600952.437500 Penalty: 4206.753906
	Iteration 67Q: 3 clusters Score -600952.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -600975.937500 Penalty: 4206.753906
	Iteration 68Q: 3 clusters Score -600975.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -601008.375000 Penalty: 4206.753906
	Iteration 69Q: 3 clusters Score -601008.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -601052.437500 Penalty: 4206.753906
	Iteration 70Q: 3 clusters Score -601052.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -601098.500000 Penalty: 4206.753906
	Iteration 71Q: 3 clusters Score -601098.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -601128.500000 Penalty: 4206.753906
	Iteration 72Q: 3 clusters Score -601128.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -601149.000000 Penalty: 4206.753906
	Iteration 73Q: 3 clusters Score -601149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -601161.375000 Penalty: 4206.753906
	Iteration 74Q: 3 clusters Score -601161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -601167.187500 Penalty: 4206.753906
	Iteration 75Q: 3 clusters Score -601167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -601172.500000 Penalty: 4206.753906
	Iteration 76Q: 3 clusters Score -601172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -601174.187500 Penalty: 4206.753906
	Iteration 77Q: 3 clusters Score -601174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -601177.250000 Penalty: 4206.753906
	Iteration 78Q: 3 clusters Score -601177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -601177.500000 Penalty: 4206.753906
	Iteration 79Q: 3 clusters Score -601177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -601178.437500 Penalty: 4206.753906
	Iteration 80F: 3 clusters Score -601178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Entering Unmasked Estep 
Score: -16752049.000000 Penalty: 2915.113525
	Iteration 0F: 2 clusters Score -1.675205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -16667382.000000 Penalty: 5830.227051
	Iteration 0F: 3 clusters Score -1.666738e+07 nChanged 60763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -16702238.000000 Penalty: 5830.227051
	Iteration 1F: 3 clusters Score -1.670224e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -16703140.000000 Penalty: 5830.227051
	Iteration 2Q: 3 clusters Score -1.670314e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -16704236.000000 Penalty: 5830.227051
	Iteration 3Q: 3 clusters Score -1.670424e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -16705738.000000 Penalty: 5830.227051
	Iteration 4Q: 3 clusters Score -1.670574e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -16708055.000000 Penalty: 5830.227051
	Iteration 5Q: 3 clusters Score -1.670806e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -16710956.000000 Penalty: 5830.227051
	Iteration 6F: 3 clusters Score -1.671096e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -16714559.000000 Penalty: 5830.227051
	Iteration 7F: 3 clusters Score -1.671456e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -16718391.000000 Penalty: 5830.227051
	Iteration 8F: 3 clusters Score -1.671839e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -16721873.000000 Penalty: 5830.227051
	Iteration 9F: 3 clusters Score -1.672187e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -16725650.000000 Penalty: 5830.227051
	Iteration 10Q: 3 clusters Score -1.672565e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -16729433.000000 Penalty: 5830.227051
	Iteration 11Q: 3 clusters Score -1.672943e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -16733735.000000 Penalty: 5830.227051
	Iteration 12Q: 3 clusters Score -1.673374e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -16737360.000000 Penalty: 5830.227051
	Iteration 13Q: 3 clusters Score -1.673736e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -16739811.000000 Penalty: 5830.227051
	Iteration 14Q: 3 clusters Score -1.673981e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -16741448.000000 Penalty: 5830.227051
	Iteration 15Q: 3 clusters Score -1.674145e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -16742502.000000 Penalty: 5830.227051
	Iteration 16Q: 3 clusters Score -1.67425e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -16743453.000000 Penalty: 5830.227051
	Iteration 17Q: 3 clusters Score -1.674345e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 114908 members 
Entering Unmasked Estep 
Score: -16744231.000000 Penalty: 5830.227051
	Iteration 18Q: 3 clusters Score -1.674423e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -16744968.000000 Penalty: 5830.227051
	Iteration 19Q: 3 clusters Score -1.674497e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -16745600.000000 Penalty: 5830.227051
	Iteration 20F: 3 clusters Score -1.67456e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 119065 members 
Entering Unmasked Estep 
Score: -16746182.000000 Penalty: 5830.227051
	Iteration 21Q: 3 clusters Score -1.674618e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -16746665.000000 Penalty: 5830.227051
	Iteration 22Q: 3 clusters Score -1.674666e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 121108 members 
Entering Unmasked Estep 
Score: -16747093.000000 Penalty: 5830.227051
	Iteration 23Q: 3 clusters Score -1.674709e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 121941 members 
Entering Unmasked Estep 
Score: -16747477.000000 Penalty: 5830.227051
	Iteration 24Q: 3 clusters Score -1.674748e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 122715 members 
Entering Unmasked Estep 
Score: -16747893.000000 Penalty: 5830.227051
	Iteration 25Q: 3 clusters Score -1.674789e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -16748127.000000 Penalty: 5830.227051
	Iteration 26Q: 3 clusters Score -1.674813e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -16748390.000000 Penalty: 5830.227051
	Iteration 27Q: 3 clusters Score -1.674839e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -16748570.000000 Penalty: 5830.227051
	Iteration 28Q: 3 clusters Score -1.674857e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -16748727.000000 Penalty: 5830.227051
	Iteration 29Q: 3 clusters Score -1.674873e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -16748872.000000 Penalty: 5830.227051
	Iteration 30Q: 3 clusters Score -1.674887e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -16749045.000000 Penalty: 5830.227051
	Iteration 31Q: 3 clusters Score -1.674904e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -16749140.000000 Penalty: 5830.227051
	Iteration 32Q: 3 clusters Score -1.674914e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -16749221.000000 Penalty: 5830.227051
	Iteration 33Q: 3 clusters Score -1.674922e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -16749277.000000 Penalty: 5830.227051
	Iteration 34Q: 3 clusters Score -1.674928e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -16749326.000000 Penalty: 5830.227051
	Iteration 35Q: 3 clusters Score -1.674933e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -16749371.000000 Penalty: 5830.227051
	Iteration 36Q: 3 clusters Score -1.674937e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 126159 members 
Entering Unmasked Estep 
Score: -16749396.000000 Penalty: 5830.227051
	Iteration 37Q: 3 clusters Score -1.67494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -16749413.000000 Penalty: 5830.227051
	Iteration 38Q: 3 clusters Score -1.674941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -16749435.000000 Penalty: 5830.227051
	Iteration 39Q: 3 clusters Score -1.674944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -16749453.000000 Penalty: 5830.227051
	Iteration 40F: 3 clusters Score -1.674945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -16749460.000000 Penalty: 5830.227051
	Iteration 41Q: 3 clusters Score -1.674946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 126375 members 
Entering Unmasked Estep 
Score: -16749482.000000 Penalty: 5830.227051
	Iteration 42Q: 3 clusters Score -1.674948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -16749476.000000 Penalty: 5830.227051
	Iteration 43Q: 3 clusters Score -1.674948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -16749490.000000 Penalty: 5830.227051
	Iteration 44Q: 3 clusters Score -1.674949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -16749498.000000 Penalty: 5830.227051
	Iteration 45Q: 3 clusters Score -1.67495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 126463 members 
Entering Unmasked Estep 
Score: -16749502.000000 Penalty: 5830.227051
	Iteration 46Q: 3 clusters Score -1.67495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -16749497.000000 Penalty: 5830.227051
	Iteration 47Q: 3 clusters Score -1.67495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -16749527.000000 Penalty: 5830.227051
	Iteration 48Q: 3 clusters Score -1.674953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -16749533.000000 Penalty: 5830.227051
	Iteration 49Q: 3 clusters Score -1.674953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -16749540.000000 Penalty: 5830.227051
	Iteration 50Q: 3 clusters Score -1.674954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -16749545.000000 Penalty: 5830.227051
	Iteration 51Q: 3 clusters Score -1.674954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -16749541.000000 Penalty: 5830.227051
	Iteration 52Q: 3 clusters Score -1.674954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -16749541.000000 Penalty: 5830.227051
	Iteration 53F: 3 clusters Score -1.674954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228744 members 
Entering Unmasked Estep 
Score: -30582860.000000 Penalty: 3060.408936
	Iteration 0F: 2 clusters Score -3.058286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -30444828.000000 Penalty: 6120.817871
	Iteration 0F: 3 clusters Score -3.044483e+07 nChanged 110217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -30509874.000000 Penalty: 6120.817871
	Iteration 1F: 3 clusters Score -3.050987e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -30511356.000000 Penalty: 6120.817871
	Iteration 2Q: 3 clusters Score -3.051136e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -30513392.000000 Penalty: 6120.817871
	Iteration 3Q: 3 clusters Score -3.051339e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131242 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -30516792.000000 Penalty: 6120.817871
	Iteration 4Q: 3 clusters Score -3.051679e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -30521546.000000 Penalty: 6120.817871
	Iteration 5Q: 3 clusters Score -3.052155e+07 nChanged 13527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -30528496.000000 Penalty: 6120.817871
	Iteration 6F: 3 clusters Score -3.05285e+07 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -30537660.000000 Penalty: 6120.817871
	Iteration 7F: 3 clusters Score -3.053766e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180536 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -30548134.000000 Penalty: 6120.817871
	Iteration 8F: 3 clusters Score -3.054813e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195371 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -30557314.000000 Penalty: 6120.817871
	Iteration 9F: 3 clusters Score -3.055731e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207747 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -30565328.000000 Penalty: 6120.817871
	Iteration 10F: 3 clusters Score -3.056533e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216895 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -30571690.000000 Penalty: 6120.817871
	Iteration 11Q: 3 clusters Score -3.057169e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222769 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -30576322.000000 Penalty: 6120.817871
	Iteration 12Q: 3 clusters Score -3.057632e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225739 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -30578552.000000 Penalty: 6120.817871
	Iteration 13Q: 3 clusters Score -3.057855e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227060 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -30579562.000000 Penalty: 6120.817871
	Iteration 14Q: 3 clusters Score -3.057956e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227637 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30579886.000000 Penalty: 6120.817871
	Iteration 15Q: 3 clusters Score -3.057989e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227874 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -30580104.000000 Penalty: 6120.817871
	Iteration 16Q: 3 clusters Score -3.05801e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227990 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -30580144.000000 Penalty: 6120.817871
	Iteration 17Q: 3 clusters Score -3.058014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228044 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -30580294.000000 Penalty: 6120.817871
	Iteration 18Q: 3 clusters Score -3.058029e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228079 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -30580294.000000 Penalty: 6120.817871
	Iteration 19Q: 3 clusters Score -3.058029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228091 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -30580324.000000 Penalty: 6120.817871
	Iteration 20F: 3 clusters Score -3.058032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228099 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -30580322.000000 Penalty: 6120.817871
	Iteration 21Q: 3 clusters Score -3.058032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228109 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -30580332.000000 Penalty: 6120.817871
	Iteration 22Q: 3 clusters Score -3.058033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228118 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30580344.000000 Penalty: 6120.817871
	Iteration 23Q: 3 clusters Score -3.058034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228126 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -30580356.000000 Penalty: 6120.817871
	Iteration 24Q: 3 clusters Score -3.058036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228139 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30580344.000000 Penalty: 6120.817871
	Iteration 25Q: 3 clusters Score -3.058034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30580364.000000 Penalty: 6120.817871
	Iteration 26Q: 3 clusters Score -3.058036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228146 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -30580376.000000 Penalty: 6120.817871
	Iteration 27Q: 3 clusters Score -3.058038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228146 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -30580364.000000 Penalty: 6120.817871
	Iteration 28Q: 3 clusters Score -3.058036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228147 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -30580366.000000 Penalty: 6120.817871
	Iteration 29Q: 3 clusters Score -3.058037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228147 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -30580366.000000 Penalty: 6120.817871
	Iteration 30F: 3 clusters Score -3.058037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Entering Unmasked Estep 
Score: -8809414.000000 Penalty: 2754.487549
	Iteration 0F: 2 clusters Score -8809414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -8764809.000000 Penalty: 5508.975098
	Iteration 0F: 3 clusters Score -8764809 nChanged 31068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8782362.000000 Penalty: 5508.975098
	Iteration 1F: 3 clusters Score -8782362 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8783178.000000 Penalty: 5508.975098
	Iteration 2Q: 3 clusters Score -8783178 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8784057.000000 Penalty: 5508.975098
	Iteration 3Q: 3 clusters Score -8784057 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8785124.000000 Penalty: 5508.975098
	Iteration 4Q: 3 clusters Score -8785124 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -8786429.000000 Penalty: 5508.975098
	Iteration 5Q: 3 clusters Score -8786429 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -8787940.000000 Penalty: 5508.975098
	Iteration 6Q: 3 clusters Score -8787940 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -8789564.000000 Penalty: 5508.975098
	Iteration 7Q: 3 clusters Score -8789564 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -8791398.000000 Penalty: 5508.975098
	Iteration 8Q: 3 clusters Score -8791398 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -8793483.000000 Penalty: 5508.975098
	Iteration 9F: 3 clusters Score -8793483 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -8795659.000000 Penalty: 5508.975098
	Iteration 10F: 3 clusters Score -8795659 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8797335.000000 Penalty: 5508.975098
	Iteration 11Q: 3 clusters Score -8797335 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -8798265.000000 Penalty: 5508.975098
	Iteration 12Q: 3 clusters Score -8798265 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -8798843.000000 Penalty: 5508.975098
	Iteration 13Q: 3 clusters Score -8798843 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -8799210.000000 Penalty: 5508.975098
	Iteration 14Q: 3 clusters Score -8799210 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8799476.000000 Penalty: 5508.975098
	Iteration 15Q: 3 clusters Score -8799476 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8799811.000000 Penalty: 5508.975098
	Iteration 16Q: 3 clusters Score -8799811 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -8800207.000000 Penalty: 5508.975098
	Iteration 17Q: 3 clusters Score -8800207 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8800599.000000 Penalty: 5508.975098
	Iteration 18Q: 3 clusters Score -8800599 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -8801004.000000 Penalty: 5508.975098
	Iteration 19Q: 3 clusters Score -8801004 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8801424.000000 Penalty: 5508.975098
	Iteration 20F: 3 clusters Score -8801424 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -8802007.000000 Penalty: 5508.975098
	Iteration 21Q: 3 clusters Score -8802007 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -8802508.000000 Penalty: 5508.975098
	Iteration 22Q: 3 clusters Score -8802508 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -8803223.000000 Penalty: 5508.975098
	Iteration 23Q: 3 clusters Score -8803223 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -8803997.000000 Penalty: 5508.975098
	Iteration 24Q: 3 clusters Score -8803997 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -8804911.000000 Penalty: 5508.975098
	Iteration 25Q: 3 clusters Score -8804911 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8805724.000000 Penalty: 5508.975098
	Iteration 26Q: 3 clusters Score -8805724 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8806362.000000 Penalty: 5508.975098
	Iteration 27Q: 3 clusters Score -8806362 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8806959.000000 Penalty: 5508.975098
	Iteration 28Q: 3 clusters Score -8806959 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8807338.000000 Penalty: 5508.975098
	Iteration 29Q: 3 clusters Score -8807338 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8807600.000000 Penalty: 5508.975098
	Iteration 30Q: 3 clusters Score -8807600 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8807744.000000 Penalty: 5508.975098
	Iteration 31Q: 3 clusters Score -8807744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8807840.000000 Penalty: 5508.975098
	Iteration 32Q: 3 clusters Score -8807840 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8807928.000000 Penalty: 5508.975098
	Iteration 33Q: 3 clusters Score -8807928 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8807959.000000 Penalty: 5508.975098
	Iteration 34Q: 3 clusters Score -8807959 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8808010.000000 Penalty: 5508.975098
	Iteration 35Q: 3 clusters Score -8808010 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8808044.000000 Penalty: 5508.975098
	Iteration 36Q: 3 clusters Score -8808044 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8808056.000000 Penalty: 5508.975098
	Iteration 37Q: 3 clusters Score -8808056 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -8808073.000000 Penalty: 5508.975098
	Iteration 38Q: 3 clusters Score -8808073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8808079.000000 Penalty: 5508.975098
	Iteration 39Q: 3 clusters Score -8808079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -8808119.000000 Penalty: 5508.975098
	Iteration 40F: 3 clusters Score -8808119 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8808108.000000 Penalty: 5508.975098
	Iteration 41Q: 3 clusters Score -8808108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8808102.000000 Penalty: 5508.975098
	Iteration 42Q: 3 clusters Score -8808102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -8808102.000000 Penalty: 5508.975098
	Iteration 43Q: 3 clusters Score -8808102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8808121.000000 Penalty: 5508.975098
	Iteration 44Q: 3 clusters Score -8808121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -8808118.000000 Penalty: 5508.975098
	Iteration 45Q: 3 clusters Score -8808118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -8808112.000000 Penalty: 5508.975098
	Iteration 46Q: 3 clusters Score -8808112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -8808109.000000 Penalty: 5508.975098
	Iteration 47Q: 3 clusters Score -8808109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -8808121.000000 Penalty: 5508.975098
	Iteration 48Q: 3 clusters Score -8808121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -8808120.000000 Penalty: 5508.975098
	Iteration 49Q: 3 clusters Score -8808120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -8808107.000000 Penalty: 5508.975098
	Iteration 50Q: 3 clusters Score -8808107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8808120.000000 Penalty: 5508.975098
	Iteration 51Q: 3 clusters Score -8808120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -8808118.000000 Penalty: 5508.975098
	Iteration 52Q: 3 clusters Score -8808118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -8808117.000000 Penalty: 5508.975098
	Iteration 53Q: 3 clusters Score -8808117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8808117.000000 Penalty: 5508.975098
	Iteration 54Q: 3 clusters Score -8808117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -8808117.000000 Penalty: 5508.975098
	Iteration 55Q: 3 clusters Score -8808117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -8808110.000000 Penalty: 5508.975098
	Iteration 56Q: 3 clusters Score -8808110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8808115.000000 Penalty: 5508.975098
	Iteration 57Q: 3 clusters Score -8808115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -8808117.000000 Penalty: 5508.975098
	Iteration 58Q: 3 clusters Score -8808117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -8808113.000000 Penalty: 5508.975098
	Iteration 59Q: 3 clusters Score -8808113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8808123.000000 Penalty: 5508.975098
	Iteration 60F: 3 clusters Score -8808123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -8808119.000000 Penalty: 5508.975098
	Iteration 61Q: 3 clusters Score -8808119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -8808115.000000 Penalty: 5508.975098
	Iteration 62Q: 3 clusters Score -8808115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -8808113.000000 Penalty: 5508.975098
	Iteration 63Q: 3 clusters Score -8808113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8808103.000000 Penalty: 5508.975098
	Iteration 64Q: 3 clusters Score -8808103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -8808090.000000 Penalty: 5508.975098
	Iteration 65Q: 3 clusters Score -8808090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -8808098.000000 Penalty: 5508.975098
	Iteration 66Q: 3 clusters Score -8808098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -8808103.000000 Penalty: 5508.975098
	Iteration 67Q: 3 clusters Score -8808103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -8808091.000000 Penalty: 5508.975098
	Iteration 68Q: 3 clusters Score -8808091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -8808093.000000 Penalty: 5508.975098
	Iteration 69Q: 3 clusters Score -8808093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -8808084.000000 Penalty: 5508.975098
	Iteration 70Q: 3 clusters Score -8808084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -8808088.000000 Penalty: 5508.975098
	Iteration 71Q: 3 clusters Score -8808088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8808088.000000 Penalty: 5508.975098
	Iteration 72Q: 3 clusters Score -8808088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -8808096.000000 Penalty: 5508.975098
	Iteration 73Q: 3 clusters Score -8808096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -8808095.000000 Penalty: 5508.975098
	Iteration 74Q: 3 clusters Score -8808095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -8808094.000000 Penalty: 5508.975098
	Iteration 75Q: 3 clusters Score -8808094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -8808089.000000 Penalty: 5508.975098
	Iteration 76Q: 3 clusters Score -8808089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -8808095.000000 Penalty: 5508.975098
	Iteration 77Q: 3 clusters Score -8808095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -8808097.000000 Penalty: 5508.975098
	Iteration 78Q: 3 clusters Score -8808097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8808097.000000 Penalty: 5508.975098
	Iteration 79Q: 3 clusters Score -8808097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -8808097.000000 Penalty: 5508.975098
	Iteration 80F: 3 clusters Score -8808097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -8808097.000000 Penalty: 5508.975098
	Iteration 81Q: 3 clusters Score -8808097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -8808096.000000 Penalty: 5508.975098
	Iteration 82Q: 3 clusters Score -8808096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -8808111.000000 Penalty: 5508.975098
	Iteration 83Q: 3 clusters Score -8808111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -8808109.000000 Penalty: 5508.975098
	Iteration 84Q: 3 clusters Score -8808109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -8808109.000000 Penalty: 5508.975098
	Iteration 85Q: 3 clusters Score -8808109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -8808115.000000 Penalty: 5508.975098
	Iteration 86Q: 3 clusters Score -8808115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -8808116.000000 Penalty: 5508.975098
	Iteration 87Q: 3 clusters Score -8808116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -8808112.000000 Penalty: 5508.975098
	Iteration 88Q: 3 clusters Score -8808112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -8808112.000000 Penalty: 5508.975098
	Iteration 89Q: 3 clusters Score -8808112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -8808112.000000 Penalty: 5508.975098
	Iteration 90F: 3 clusters Score -8808112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -609426.562500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -609426.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -605062.937500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -605062.9 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -606048.375000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -606048.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606243.687500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -606243.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -606358.812500 Penalty: 4203.556152
	Iteration 3Q: 3 clusters Score -606358.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -606438.062500 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -606438.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -606507.937500 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -606507.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -606574.750000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -606574.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -606641.437500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -606641.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -606704.562500 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -606704.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -606764.375000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -606764.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -606811.500000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -606811.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -606844.500000 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -606844.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -606878.687500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -606878.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -606907.687500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -606907.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -606935.375000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -606935.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -606959.000000 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -606959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -606983.062500 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -606983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -607008.062500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -607008.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -607023.187500 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -607023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -607036.625000 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -607036.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -607061.375000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -607061.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -607090.437500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -607090.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -607118.625000 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -607118.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -607157.625000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -607157.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -607187.875000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -607187.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -607215.437500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -607215.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -607239.937500 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -607239.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -607260.250000 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -607260.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -607284.562500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -607284.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -607306.937500 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -607306.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -607321.062500 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -607321.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -607334.500000 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -607334.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -607345.875000 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -607345.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -607356.250000 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -607356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -607364.750000 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -607364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -607370.687500 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -607370.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -607377.437500 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -607377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -607380.687500 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -607380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -607381.250000 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -607381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -607382.937500 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -607382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -607385.500000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -607385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -607388.687500 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -607388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -607389.000000 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -607389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -607391.437500 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -607391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -607392.687500 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -607392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -607395.187500 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -607395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -607397.812500 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -607397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -607403.625000 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -607403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -607408.250000 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -607408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -607413.625000 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -607413.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -607415.500000 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -607415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -607420.812500 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -607420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -607424.687500 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -607424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -607425.062500 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -607425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -607426.625000 Penalty: 4203.556152
	Iteration 54Q: 3 clusters Score -607426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -607426.312500 Penalty: 4203.556152
	Iteration 55Q: 3 clusters Score -607426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -607427.312500 Penalty: 4203.556152
	Iteration 56Q: 3 clusters Score -607427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -607428.062500 Penalty: 4203.556152
	Iteration 57Q: 3 clusters Score -607428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -607427.687500 Penalty: 4203.556152
	Iteration 58Q: 3 clusters Score -607427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -607427.687500 Penalty: 4203.556152
	Iteration 59F: 3 clusters Score -607427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Entering Unmasked Estep 
Score: -13100290.000000 Penalty: 2850.324219
	Iteration 0F: 2 clusters Score -1.310029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -13034601.000000 Penalty: 5700.648438
	Iteration 0F: 3 clusters Score -1.30346e+07 nChanged 46594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -13061242.000000 Penalty: 5700.648438
	Iteration 1F: 3 clusters Score -1.306124e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -13061902.000000 Penalty: 5700.648438
	Iteration 2Q: 3 clusters Score -1.30619e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -13062500.000000 Penalty: 5700.648438
	Iteration 3Q: 3 clusters Score -1.30625e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -13063208.000000 Penalty: 5700.648438
	Iteration 4Q: 3 clusters Score -1.306321e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -13063952.000000 Penalty: 5700.648438
	Iteration 5Q: 3 clusters Score -1.306395e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -13064898.000000 Penalty: 5700.648438
	Iteration 6Q: 3 clusters Score -1.30649e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -13066064.000000 Penalty: 5700.648438
	Iteration 7Q: 3 clusters Score -1.306606e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -13067615.000000 Penalty: 5700.648438
	Iteration 8Q: 3 clusters Score -1.306762e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -13069639.000000 Penalty: 5700.648438
	Iteration 9Q: 3 clusters Score -1.306964e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -13072574.000000 Penalty: 5700.648438
	Iteration 10Q: 3 clusters Score -1.307257e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -13075883.000000 Penalty: 5700.648438
	Iteration 11F: 3 clusters Score -1.307588e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -13079301.000000 Penalty: 5700.648438
	Iteration 12F: 3 clusters Score -1.30793e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -13081732.000000 Penalty: 5700.648438
	Iteration 13Q: 3 clusters Score -1.308173e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -13082794.000000 Penalty: 5700.648438
	Iteration 14Q: 3 clusters Score -1.308279e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -13083161.000000 Penalty: 5700.648438
	Iteration 15Q: 3 clusters Score -1.308316e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -13083363.000000 Penalty: 5700.648438
	Iteration 16Q: 3 clusters Score -1.308336e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -13083558.000000 Penalty: 5700.648438
	Iteration 17Q: 3 clusters Score -1.308356e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -13083717.000000 Penalty: 5700.648438
	Iteration 18Q: 3 clusters Score -1.308372e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -13083810.000000 Penalty: 5700.648438
	Iteration 19Q: 3 clusters Score -1.308381e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -13083955.000000 Penalty: 5700.648438
	Iteration 20F: 3 clusters Score -1.308396e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -13084074.000000 Penalty: 5700.648438
	Iteration 21Q: 3 clusters Score -1.308407e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -13084235.000000 Penalty: 5700.648438
	Iteration 22Q: 3 clusters Score -1.308424e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -13084362.000000 Penalty: 5700.648438
	Iteration 23Q: 3 clusters Score -1.308436e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -13084515.000000 Penalty: 5700.648438
	Iteration 24Q: 3 clusters Score -1.308452e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -13084634.000000 Penalty: 5700.648438
	Iteration 25Q: 3 clusters Score -1.308463e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -13084752.000000 Penalty: 5700.648438
	Iteration 26Q: 3 clusters Score -1.308475e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -13084879.000000 Penalty: 5700.648438
	Iteration 27Q: 3 clusters Score -1.308488e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -13085020.000000 Penalty: 5700.648438
	Iteration 28Q: 3 clusters Score -1.308502e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -13085116.000000 Penalty: 5700.648438
	Iteration 29Q: 3 clusters Score -1.308512e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -13085167.000000 Penalty: 5700.648438
	Iteration 30Q: 3 clusters Score -1.308517e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -13085281.000000 Penalty: 5700.648438
	Iteration 31Q: 3 clusters Score -1.308528e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -13085496.000000 Penalty: 5700.648438
	Iteration 32Q: 3 clusters Score -1.30855e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -13085664.000000 Penalty: 5700.648438
	Iteration 33Q: 3 clusters Score -1.308566e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -13085851.000000 Penalty: 5700.648438
	Iteration 34Q: 3 clusters Score -1.308585e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -13086035.000000 Penalty: 5700.648438
	Iteration 35Q: 3 clusters Score -1.308604e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -13086165.000000 Penalty: 5700.648438
	Iteration 36Q: 3 clusters Score -1.308616e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -13086297.000000 Penalty: 5700.648438
	Iteration 37Q: 3 clusters Score -1.30863e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -13086564.000000 Penalty: 5700.648438
	Iteration 38Q: 3 clusters Score -1.308656e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -13086732.000000 Penalty: 5700.648438
	Iteration 39Q: 3 clusters Score -1.308673e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -13086900.000000 Penalty: 5700.648438
	Iteration 40F: 3 clusters Score -1.30869e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -13087154.000000 Penalty: 5700.648438
	Iteration 41Q: 3 clusters Score -1.308715e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -13087389.000000 Penalty: 5700.648438
	Iteration 42Q: 3 clusters Score -1.308739e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -13087614.000000 Penalty: 5700.648438
	Iteration 43Q: 3 clusters Score -1.308761e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -13087804.000000 Penalty: 5700.648438
	Iteration 44Q: 3 clusters Score -1.30878e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -13088007.000000 Penalty: 5700.648438
	Iteration 45Q: 3 clusters Score -1.308801e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -13088245.000000 Penalty: 5700.648438
	Iteration 46Q: 3 clusters Score -1.308824e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -13088439.000000 Penalty: 5700.648438
	Iteration 47Q: 3 clusters Score -1.308844e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -13088591.000000 Penalty: 5700.648438
	Iteration 48Q: 3 clusters Score -1.308859e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -13088827.000000 Penalty: 5700.648438
	Iteration 49Q: 3 clusters Score -1.308883e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -13089051.000000 Penalty: 5700.648438
	Iteration 50Q: 3 clusters Score -1.308905e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -13089297.000000 Penalty: 5700.648438
	Iteration 51Q: 3 clusters Score -1.30893e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -13089612.000000 Penalty: 5700.648438
	Iteration 52Q: 3 clusters Score -1.308961e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -13089978.000000 Penalty: 5700.648438
	Iteration 53Q: 3 clusters Score -1.308998e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -13090289.000000 Penalty: 5700.648438
	Iteration 54Q: 3 clusters Score -1.309029e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -13090596.000000 Penalty: 5700.648438
	Iteration 55Q: 3 clusters Score -1.30906e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -13090949.000000 Penalty: 5700.648438
	Iteration 56Q: 3 clusters Score -1.309095e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -13091210.000000 Penalty: 5700.648438
	Iteration 57Q: 3 clusters Score -1.309121e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -13091578.000000 Penalty: 5700.648438
	Iteration 58Q: 3 clusters Score -1.309158e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -13091913.000000 Penalty: 5700.648438
	Iteration 59Q: 3 clusters Score -1.309191e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -13092299.000000 Penalty: 5700.648438
	Iteration 60F: 3 clusters Score -1.30923e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -13092697.000000 Penalty: 5700.648438
	Iteration 61Q: 3 clusters Score -1.30927e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -13093043.000000 Penalty: 5700.648438
	Iteration 62Q: 3 clusters Score -1.309304e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -13093331.000000 Penalty: 5700.648438
	Iteration 63Q: 3 clusters Score -1.309333e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -13093702.000000 Penalty: 5700.648438
	Iteration 64Q: 3 clusters Score -1.30937e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -13094064.000000 Penalty: 5700.648438
	Iteration 65Q: 3 clusters Score -1.309406e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -13094429.000000 Penalty: 5700.648438
	Iteration 66Q: 3 clusters Score -1.309443e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -13094684.000000 Penalty: 5700.648438
	Iteration 67Q: 3 clusters Score -1.309468e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -13094959.000000 Penalty: 5700.648438
	Iteration 68Q: 3 clusters Score -1.309496e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -13095341.000000 Penalty: 5700.648438
	Iteration 69Q: 3 clusters Score -1.309534e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -13095616.000000 Penalty: 5700.648438
	Iteration 70Q: 3 clusters Score -1.309562e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -13095924.000000 Penalty: 5700.648438
	Iteration 71Q: 3 clusters Score -1.309592e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -13096137.000000 Penalty: 5700.648438
	Iteration 72Q: 3 clusters Score -1.309614e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -13096341.000000 Penalty: 5700.648438
	Iteration 73Q: 3 clusters Score -1.309634e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -13096537.000000 Penalty: 5700.648438
	Iteration 74Q: 3 clusters Score -1.309654e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -13096693.000000 Penalty: 5700.648438
	Iteration 75Q: 3 clusters Score -1.309669e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -13096820.000000 Penalty: 5700.648438
	Iteration 76Q: 3 clusters Score -1.309682e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -13096951.000000 Penalty: 5700.648438
	Iteration 77Q: 3 clusters Score -1.309695e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -13097050.000000 Penalty: 5700.648438
	Iteration 78Q: 3 clusters Score -1.309705e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -13097160.000000 Penalty: 5700.648438
	Iteration 79Q: 3 clusters Score -1.309716e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -13097227.000000 Penalty: 5700.648438
	Iteration 80F: 3 clusters Score -1.309723e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -13097331.000000 Penalty: 5700.648438
	Iteration 81Q: 3 clusters Score -1.309733e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -13097435.000000 Penalty: 5700.648438
	Iteration 82Q: 3 clusters Score -1.309744e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -13097488.000000 Penalty: 5700.648438
	Iteration 83Q: 3 clusters Score -1.309749e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -13097530.000000 Penalty: 5700.648438
	Iteration 84Q: 3 clusters Score -1.309753e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -13097546.000000 Penalty: 5700.648438
	Iteration 85Q: 3 clusters Score -1.309755e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -13097586.000000 Penalty: 5700.648438
	Iteration 86Q: 3 clusters Score -1.309759e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 95774 members 
Entering Unmasked Estep 
Score: -13097630.000000 Penalty: 5700.648438
	Iteration 87Q: 3 clusters Score -1.309763e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -13097654.000000 Penalty: 5700.648438
	Iteration 88Q: 3 clusters Score -1.309765e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -13097687.000000 Penalty: 5700.648438
	Iteration 89Q: 3 clusters Score -1.309769e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -13097730.000000 Penalty: 5700.648438
	Iteration 90Q: 3 clusters Score -1.309773e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -13097770.000000 Penalty: 5700.648438
	Iteration 91Q: 3 clusters Score -1.309777e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -13097809.000000 Penalty: 5700.648438
	Iteration 92Q: 3 clusters Score -1.309781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -13097821.000000 Penalty: 5700.648438
	Iteration 93Q: 3 clusters Score -1.309782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -13097831.000000 Penalty: 5700.648438
	Iteration 94Q: 3 clusters Score -1.309783e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -13097822.000000 Penalty: 5700.648438
	Iteration 95Q: 3 clusters Score -1.309782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -13097826.000000 Penalty: 5700.648438
	Iteration 96Q: 3 clusters Score -1.309783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -13097854.000000 Penalty: 5700.648438
	Iteration 97Q: 3 clusters Score -1.309785e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -13097860.000000 Penalty: 5700.648438
	Iteration 98Q: 3 clusters Score -1.309786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -13097864.000000 Penalty: 5700.648438
	Iteration 99Q: 3 clusters Score -1.309786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -13097878.000000 Penalty: 5700.648438
	Iteration 100F: 3 clusters Score -1.309788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -13097874.000000 Penalty: 5700.648438
	Iteration 101Q: 3 clusters Score -1.309787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -13097874.000000 Penalty: 5700.648438
	Iteration 102Q: 3 clusters Score -1.309787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -13097873.000000 Penalty: 5700.648438
	Iteration 103Q: 3 clusters Score -1.309787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -13097872.000000 Penalty: 5700.648438
	Iteration 104Q: 3 clusters Score -1.309787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -13097868.000000 Penalty: 5700.648438
	Iteration 105Q: 3 clusters Score -1.309787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -13097859.000000 Penalty: 5700.648438
	Iteration 106Q: 3 clusters Score -1.309786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -13097875.000000 Penalty: 5700.648438
	Iteration 107Q: 3 clusters Score -1.309788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -13097883.000000 Penalty: 5700.648438
	Iteration 108Q: 3 clusters Score -1.309788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -13097892.000000 Penalty: 5700.648438
	Iteration 109Q: 3 clusters Score -1.309789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -13097900.000000 Penalty: 5700.648438
	Iteration 110Q: 3 clusters Score -1.30979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -13097901.000000 Penalty: 5700.648438
	Iteration 111Q: 3 clusters Score -1.30979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -13097908.000000 Penalty: 5700.648438
	Iteration 112Q: 3 clusters Score -1.309791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -13097899.000000 Penalty: 5700.648438
	Iteration 113Q: 3 clusters Score -1.30979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -13097891.000000 Penalty: 5700.648438
	Iteration 114Q: 3 clusters Score -1.309789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -13097893.000000 Penalty: 5700.648438
	Iteration 115Q: 3 clusters Score -1.309789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -13097913.000000 Penalty: 5700.648438
	Iteration 116Q: 3 clusters Score -1.309791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -13097911.000000 Penalty: 5700.648438
	Iteration 117Q: 3 clusters Score -1.309791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -13097920.000000 Penalty: 5700.648438
	Iteration 118Q: 3 clusters Score -1.309792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -13097929.000000 Penalty: 5700.648438
	Iteration 119Q: 3 clusters Score -1.309793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -13097934.000000 Penalty: 5700.648438
	Iteration 120F: 3 clusters Score -1.309793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -13097942.000000 Penalty: 5700.648438
	Iteration 121Q: 3 clusters Score -1.309794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -13097951.000000 Penalty: 5700.648438
	Iteration 122Q: 3 clusters Score -1.309795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -13097940.000000 Penalty: 5700.648438
	Iteration 123Q: 3 clusters Score -1.309794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -13097938.000000 Penalty: 5700.648438
	Iteration 124Q: 3 clusters Score -1.309794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -13097938.000000 Penalty: 5700.648438
	Iteration 125Q: 3 clusters Score -1.309794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -13097959.000000 Penalty: 5700.648438
	Iteration 126Q: 3 clusters Score -1.309796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -13097950.000000 Penalty: 5700.648438
	Iteration 127Q: 3 clusters Score -1.309795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
Score: -13097961.000000 Penalty: 5700.648438
	Iteration 128Q: 3 clusters Score -1.309796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -13097958.000000 Penalty: 5700.648438
	Iteration 129Q: 3 clusters Score -1.309796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -13097956.000000 Penalty: 5700.648438
	Iteration 130Q: 3 clusters Score -1.309796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -13097952.000000 Penalty: 5700.648438
	Iteration 131Q: 3 clusters Score -1.309795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -13097950.000000 Penalty: 5700.648438
	Iteration 132Q: 3 clusters Score -1.309795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -13097945.000000 Penalty: 5700.648438
	Iteration 133Q: 3 clusters Score -1.309794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -13097942.000000 Penalty: 5700.648438
	Iteration 134Q: 3 clusters Score -1.309794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -13097942.000000 Penalty: 5700.648438
	Iteration 135Q: 3 clusters Score -1.309794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -13097945.000000 Penalty: 5700.648438
	Iteration 136Q: 3 clusters Score -1.309794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
Score: -13097946.000000 Penalty: 5700.648438
	Iteration 137Q: 3 clusters Score -1.309795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -13097954.000000 Penalty: 5700.648438
	Iteration 138Q: 3 clusters Score -1.309795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -13097948.000000 Penalty: 5700.648438
	Iteration 139Q: 3 clusters Score -1.309795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -13097948.000000 Penalty: 5700.648438
	Iteration 140F: 3 clusters Score -1.309795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Entering Unmasked Estep 
Score: -2708688.250000 Penalty: 2480.152344
	Iteration 0F: 2 clusters Score -2708688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2693259.250000 Penalty: 4960.304688
	Iteration 0F: 3 clusters Score -2693259 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2698705.750000 Penalty: 4960.304688
	Iteration 1F: 3 clusters Score -2698706 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2699419.250000 Penalty: 4960.304688
	Iteration 2F: 3 clusters Score -2699419 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2700200.250000 Penalty: 4960.304688
	Iteration 3F: 3 clusters Score -2700200 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2701030.500000 Penalty: 4960.304688
	Iteration 4F: 3 clusters Score -2701030 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2701845.000000 Penalty: 4960.304688
	Iteration 5F: 3 clusters Score -2701845 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2702512.750000 Penalty: 4960.304688
	Iteration 6F: 3 clusters Score -2702513 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2703036.750000 Penalty: 4960.304688
	Iteration 7Q: 3 clusters Score -2703037 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2703496.250000 Penalty: 4960.304688
	Iteration 8Q: 3 clusters Score -2703496 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2703878.750000 Penalty: 4960.304688
	Iteration 9Q: 3 clusters Score -2703879 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2704185.000000 Penalty: 4960.304688
	Iteration 10Q: 3 clusters Score -2704185 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2704397.750000 Penalty: 4960.304688
	Iteration 11Q: 3 clusters Score -2704398 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2704582.500000 Penalty: 4960.304688
	Iteration 12Q: 3 clusters Score -2704582 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2704719.500000 Penalty: 4960.304688
	Iteration 13Q: 3 clusters Score -2704720 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2704808.500000 Penalty: 4960.304688
	Iteration 14Q: 3 clusters Score -2704808 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2704887.750000 Penalty: 4960.304688
	Iteration 15Q: 3 clusters Score -2704888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2704948.500000 Penalty: 4960.304688
	Iteration 16Q: 3 clusters Score -2704948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2705017.250000 Penalty: 4960.304688
	Iteration 17Q: 3 clusters Score -2705017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2705058.750000 Penalty: 4960.304688
	Iteration 18Q: 3 clusters Score -2705059 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2705119.500000 Penalty: 4960.304688
	Iteration 19Q: 3 clusters Score -2705120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2705178.250000 Penalty: 4960.304688
	Iteration 20F: 3 clusters Score -2705178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2705239.000000 Penalty: 4960.304688
	Iteration 21Q: 3 clusters Score -2705239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2705297.500000 Penalty: 4960.304688
	Iteration 22Q: 3 clusters Score -2705298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2705337.750000 Penalty: 4960.304688
	Iteration 23Q: 3 clusters Score -2705338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2705382.750000 Penalty: 4960.304688
	Iteration 24Q: 3 clusters Score -2705383 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2705418.750000 Penalty: 4960.304688
	Iteration 25Q: 3 clusters Score -2705419 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2705471.250000 Penalty: 4960.304688
	Iteration 26Q: 3 clusters Score -2705471 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2705497.500000 Penalty: 4960.304688
	Iteration 27Q: 3 clusters Score -2705498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2705522.500000 Penalty: 4960.304688
	Iteration 28Q: 3 clusters Score -2705522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2705549.500000 Penalty: 4960.304688
	Iteration 29Q: 3 clusters Score -2705550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2705580.500000 Penalty: 4960.304688
	Iteration 30Q: 3 clusters Score -2705580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2705607.750000 Penalty: 4960.304688
	Iteration 31Q: 3 clusters Score -2705608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2705642.750000 Penalty: 4960.304688
	Iteration 32Q: 3 clusters Score -2705643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2705669.500000 Penalty: 4960.304688
	Iteration 33Q: 3 clusters Score -2705670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2705714.000000 Penalty: 4960.304688
	Iteration 34Q: 3 clusters Score -2705714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2705764.000000 Penalty: 4960.304688
	Iteration 35Q: 3 clusters Score -2705764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2705799.750000 Penalty: 4960.304688
	Iteration 36Q: 3 clusters Score -2705800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2705830.250000 Penalty: 4960.304688
	Iteration 37Q: 3 clusters Score -2705830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2705863.250000 Penalty: 4960.304688
	Iteration 38Q: 3 clusters Score -2705863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2705909.000000 Penalty: 4960.304688
	Iteration 39Q: 3 clusters Score -2705909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2705939.250000 Penalty: 4960.304688
	Iteration 40F: 3 clusters Score -2705939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2705991.000000 Penalty: 4960.304688
	Iteration 41Q: 3 clusters Score -2705991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2706043.250000 Penalty: 4960.304688
	Iteration 42Q: 3 clusters Score -2706043 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2706078.000000 Penalty: 4960.304688
	Iteration 43Q: 3 clusters Score -2706078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2706123.750000 Penalty: 4960.304688
	Iteration 44Q: 3 clusters Score -2706124 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2706152.250000 Penalty: 4960.304688
	Iteration 45Q: 3 clusters Score -2706152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2706187.000000 Penalty: 4960.304688
	Iteration 46Q: 3 clusters Score -2706187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2706203.000000 Penalty: 4960.304688
	Iteration 47Q: 3 clusters Score -2706203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2706231.250000 Penalty: 4960.304688
	Iteration 48Q: 3 clusters Score -2706231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2706246.250000 Penalty: 4960.304688
	Iteration 49Q: 3 clusters Score -2706246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2706256.750000 Penalty: 4960.304688
	Iteration 50Q: 3 clusters Score -2706257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2706278.250000 Penalty: 4960.304688
	Iteration 51Q: 3 clusters Score -2706278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2706289.000000 Penalty: 4960.304688
	Iteration 52Q: 3 clusters Score -2706289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2706302.500000 Penalty: 4960.304688
	Iteration 53Q: 3 clusters Score -2706302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2706308.250000 Penalty: 4960.304688
	Iteration 54Q: 3 clusters Score -2706308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2706323.250000 Penalty: 4960.304688
	Iteration 55Q: 3 clusters Score -2706323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2706337.000000 Penalty: 4960.304688
	Iteration 56Q: 3 clusters Score -2706337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2706347.500000 Penalty: 4960.304688
	Iteration 57Q: 3 clusters Score -2706348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2706361.000000 Penalty: 4960.304688
	Iteration 58Q: 3 clusters Score -2706361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2706372.000000 Penalty: 4960.304688
	Iteration 59Q: 3 clusters Score -2706372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2706379.000000 Penalty: 4960.304688
	Iteration 60F: 3 clusters Score -2706379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2706384.250000 Penalty: 4960.304688
	Iteration 61Q: 3 clusters Score -2706384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2706398.500000 Penalty: 4960.304688
	Iteration 62Q: 3 clusters Score -2706398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2706417.250000 Penalty: 4960.304688
	Iteration 63Q: 3 clusters Score -2706417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2706419.750000 Penalty: 4960.304688
	Iteration 64Q: 3 clusters Score -2706420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2706421.750000 Penalty: 4960.304688
	Iteration 65Q: 3 clusters Score -2706422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2706421.500000 Penalty: 4960.304688
	Iteration 66Q: 3 clusters Score -2706422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2706428.500000 Penalty: 4960.304688
	Iteration 67Q: 3 clusters Score -2706428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2706433.250000 Penalty: 4960.304688
	Iteration 68Q: 3 clusters Score -2706433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2706441.000000 Penalty: 4960.304688
	Iteration 69Q: 3 clusters Score -2706441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2706448.500000 Penalty: 4960.304688
	Iteration 70Q: 3 clusters Score -2706448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2706452.250000 Penalty: 4960.304688
	Iteration 71Q: 3 clusters Score -2706452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2706454.750000 Penalty: 4960.304688
	Iteration 72Q: 3 clusters Score -2706455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2706456.750000 Penalty: 4960.304688
	Iteration 73Q: 3 clusters Score -2706457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2706465.000000 Penalty: 4960.304688
	Iteration 74Q: 3 clusters Score -2706465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2706464.000000 Penalty: 4960.304688
	Iteration 75Q: 3 clusters Score -2706464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2706462.750000 Penalty: 4960.304688
	Iteration 76Q: 3 clusters Score -2706463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2706471.500000 Penalty: 4960.304688
	Iteration 77Q: 3 clusters Score -2706472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2706478.500000 Penalty: 4960.304688
	Iteration 78Q: 3 clusters Score -2706478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2706480.750000 Penalty: 4960.304688
	Iteration 79Q: 3 clusters Score -2706481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2706485.500000 Penalty: 4960.304688
	Iteration 80F: 3 clusters Score -2706486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2706496.250000 Penalty: 4960.304688
	Iteration 81Q: 3 clusters Score -2706496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2706504.250000 Penalty: 4960.304688
	Iteration 82Q: 3 clusters Score -2706504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2706517.500000 Penalty: 4960.304688
	Iteration 83Q: 3 clusters Score -2706518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2706521.500000 Penalty: 4960.304688
	Iteration 84Q: 3 clusters Score -2706522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2706530.250000 Penalty: 4960.304688
	Iteration 85Q: 3 clusters Score -2706530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2706532.750000 Penalty: 4960.304688
	Iteration 86Q: 3 clusters Score -2706533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2706537.000000 Penalty: 4960.304688
	Iteration 87Q: 3 clusters Score -2706537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2706550.500000 Penalty: 4960.304688
	Iteration 88Q: 3 clusters Score -2706550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2706558.500000 Penalty: 4960.304688
	Iteration 89Q: 3 clusters Score -2706558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2706559.500000 Penalty: 4960.304688
	Iteration 90Q: 3 clusters Score -2706560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2706572.000000 Penalty: 4960.304688
	Iteration 91Q: 3 clusters Score -2706572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2706580.500000 Penalty: 4960.304688
	Iteration 92Q: 3 clusters Score -2706580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2706596.000000 Penalty: 4960.304688
	Iteration 93Q: 3 clusters Score -2706596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2706594.000000 Penalty: 4960.304688
	Iteration 94Q: 3 clusters Score -2706594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2706608.250000 Penalty: 4960.304688
	Iteration 95Q: 3 clusters Score -2706608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2706617.500000 Penalty: 4960.304688
	Iteration 96Q: 3 clusters Score -2706618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2706628.750000 Penalty: 4960.304688
	Iteration 97Q: 3 clusters Score -2706629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2706623.500000 Penalty: 4960.304688
	Iteration 98Q: 3 clusters Score -2706624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2706631.000000 Penalty: 4960.304688
	Iteration 99Q: 3 clusters Score -2706631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2706638.500000 Penalty: 4960.304688
	Iteration 100F: 3 clusters Score -2706638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2706651.750000 Penalty: 4960.304688
	Iteration 101Q: 3 clusters Score -2706652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2706658.000000 Penalty: 4960.304688
	Iteration 102Q: 3 clusters Score -2706658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2706663.500000 Penalty: 4960.304688
	Iteration 103Q: 3 clusters Score -2706664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2706673.000000 Penalty: 4960.304688
	Iteration 104Q: 3 clusters Score -2706673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2706677.750000 Penalty: 4960.304688
	Iteration 105Q: 3 clusters Score -2706678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2706686.750000 Penalty: 4960.304688
	Iteration 106Q: 3 clusters Score -2706687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2706690.250000 Penalty: 4960.304688
	Iteration 107Q: 3 clusters Score -2706690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2706695.250000 Penalty: 4960.304688
	Iteration 108Q: 3 clusters Score -2706695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2706696.250000 Penalty: 4960.304688
	Iteration 109Q: 3 clusters Score -2706696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2706695.000000 Penalty: 4960.304688
	Iteration 110Q: 3 clusters Score -2706695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2706693.500000 Penalty: 4960.304688
	Iteration 111Q: 3 clusters Score -2706694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2706700.500000 Penalty: 4960.304688
	Iteration 112Q: 3 clusters Score -2706700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2706699.750000 Penalty: 4960.304688
	Iteration 113Q: 3 clusters Score -2706700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2706706.500000 Penalty: 4960.304688
	Iteration 114Q: 3 clusters Score -2706706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2706708.750000 Penalty: 4960.304688
	Iteration 115Q: 3 clusters Score -2706709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2706708.250000 Penalty: 4960.304688
	Iteration 116Q: 3 clusters Score -2706708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2706708.250000 Penalty: 4960.304688
	Iteration 117Q: 3 clusters Score -2706708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2706704.500000 Penalty: 4960.304688
	Iteration 118Q: 3 clusters Score -2706704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2706705.000000 Penalty: 4960.304688
	Iteration 119Q: 3 clusters Score -2706705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2706710.000000 Penalty: 4960.304688
	Iteration 120F: 3 clusters Score -2706710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2706710.000000 Penalty: 4960.304688
	Iteration 121Q: 3 clusters Score -2706710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2706712.500000 Penalty: 4960.304688
	Iteration 122Q: 3 clusters Score -2706712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2706712.250000 Penalty: 4960.304688
	Iteration 123Q: 3 clusters Score -2706712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2706709.500000 Penalty: 4960.304688
	Iteration 124Q: 3 clusters Score -2706710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2706710.500000 Penalty: 4960.304688
	Iteration 125Q: 3 clusters Score -2706710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2706711.000000 Penalty: 4960.304688
	Iteration 126Q: 3 clusters Score -2706711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2706711.500000 Penalty: 4960.304688
	Iteration 127Q: 3 clusters Score -2706712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2706713.750000 Penalty: 4960.304688
	Iteration 128Q: 3 clusters Score -2706714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2706713.750000 Penalty: 4960.304688
	Iteration 129F: 3 clusters Score -2706714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130546 members 
Entering Unmasked Estep 
Score: -17651078.000000 Penalty: 2921.311279
	Iteration 0F: 2 clusters Score -1.765108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -17564998.000000 Penalty: 5842.622559
	Iteration 0F: 3 clusters Score -1.7565e+07 nChanged 62197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -17600426.000000 Penalty: 5842.622559
	Iteration 1F: 3 clusters Score -1.760043e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -17601056.000000 Penalty: 5842.622559
	Iteration 2Q: 3 clusters Score -1.760106e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -17601666.000000 Penalty: 5842.622559
	Iteration 3Q: 3 clusters Score -1.760167e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -17602346.000000 Penalty: 5842.622559
	Iteration 4Q: 3 clusters Score -1.760235e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -17603208.000000 Penalty: 5842.622559
	Iteration 5Q: 3 clusters Score -1.760321e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -17604320.000000 Penalty: 5842.622559
	Iteration 6Q: 3 clusters Score -1.760432e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -17606168.000000 Penalty: 5842.622559
	Iteration 7Q: 3 clusters Score -1.760617e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -17609142.000000 Penalty: 5842.622559
	Iteration 8Q: 3 clusters Score -1.760914e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -17614220.000000 Penalty: 5842.622559
	Iteration 9F: 3 clusters Score -1.761422e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -17621112.000000 Penalty: 5842.622559
	Iteration 10F: 3 clusters Score -1.762111e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -17629190.000000 Penalty: 5842.622559
	Iteration 11F: 3 clusters Score -1.762919e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -17636354.000000 Penalty: 5842.622559
	Iteration 12F: 3 clusters Score -1.763635e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -17640724.000000 Penalty: 5842.622559
	Iteration 13Q: 3 clusters Score -1.764072e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -17642702.000000 Penalty: 5842.622559
	Iteration 14Q: 3 clusters Score -1.76427e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -17643538.000000 Penalty: 5842.622559
	Iteration 15Q: 3 clusters Score -1.764354e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -17643926.000000 Penalty: 5842.622559
	Iteration 16Q: 3 clusters Score -1.764393e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -17644170.000000 Penalty: 5842.622559
	Iteration 17Q: 3 clusters Score -1.764417e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -17644420.000000 Penalty: 5842.622559
	Iteration 18Q: 3 clusters Score -1.764442e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -17644672.000000 Penalty: 5842.622559
	Iteration 19Q: 3 clusters Score -1.764467e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -17644796.000000 Penalty: 5842.622559
	Iteration 20F: 3 clusters Score -1.76448e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -17644990.000000 Penalty: 5842.622559
	Iteration 21Q: 3 clusters Score -1.764499e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -17645110.000000 Penalty: 5842.622559
	Iteration 22Q: 3 clusters Score -1.764511e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -17645242.000000 Penalty: 5842.622559
	Iteration 23Q: 3 clusters Score -1.764524e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -17645484.000000 Penalty: 5842.622559
	Iteration 24Q: 3 clusters Score -1.764548e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 119410 members 
Entering Unmasked Estep 
Score: -17645664.000000 Penalty: 5842.622559
	Iteration 25Q: 3 clusters Score -1.764566e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 120086 members 
Entering Unmasked Estep 
Score: -17645796.000000 Penalty: 5842.622559
	Iteration 26Q: 3 clusters Score -1.76458e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -17645950.000000 Penalty: 5842.622559
	Iteration 27Q: 3 clusters Score -1.764595e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -17646102.000000 Penalty: 5842.622559
	Iteration 28Q: 3 clusters Score -1.76461e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -17646270.000000 Penalty: 5842.622559
	Iteration 29Q: 3 clusters Score -1.764627e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 122618 members 
Entering Unmasked Estep 
Score: -17646418.000000 Penalty: 5842.622559
	Iteration 30Q: 3 clusters Score -1.764642e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -17646590.000000 Penalty: 5842.622559
	Iteration 31Q: 3 clusters Score -1.764659e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 123839 members 
Entering Unmasked Estep 
Score: -17646798.000000 Penalty: 5842.622559
	Iteration 32Q: 3 clusters Score -1.76468e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -17646948.000000 Penalty: 5842.622559
	Iteration 33Q: 3 clusters Score -1.764695e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -17647028.000000 Penalty: 5842.622559
	Iteration 34Q: 3 clusters Score -1.764703e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -17647232.000000 Penalty: 5842.622559
	Iteration 35Q: 3 clusters Score -1.764723e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -17647380.000000 Penalty: 5842.622559
	Iteration 36Q: 3 clusters Score -1.764738e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -17647526.000000 Penalty: 5842.622559
	Iteration 37Q: 3 clusters Score -1.764753e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -17647724.000000 Penalty: 5842.622559
	Iteration 38Q: 3 clusters Score -1.764772e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -17647894.000000 Penalty: 5842.622559
	Iteration 39Q: 3 clusters Score -1.764789e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -17648064.000000 Penalty: 5842.622559
	Iteration 40F: 3 clusters Score -1.764806e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 127924 members 
Entering Unmasked Estep 
Score: -17648164.000000 Penalty: 5842.622559
	Iteration 41Q: 3 clusters Score -1.764816e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -17648208.000000 Penalty: 5842.622559
	Iteration 42Q: 3 clusters Score -1.764821e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -17648304.000000 Penalty: 5842.622559
	Iteration 43Q: 3 clusters Score -1.76483e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -17648362.000000 Penalty: 5842.622559
	Iteration 44Q: 3 clusters Score -1.764836e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -17648414.000000 Penalty: 5842.622559
	Iteration 45Q: 3 clusters Score -1.764841e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -17648454.000000 Penalty: 5842.622559
	Iteration 46Q: 3 clusters Score -1.764845e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 128874 members 
Entering Unmasked Estep 
Score: -17648496.000000 Penalty: 5842.622559
	Iteration 47Q: 3 clusters Score -1.76485e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -17648564.000000 Penalty: 5842.622559
	Iteration 48Q: 3 clusters Score -1.764856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -17648584.000000 Penalty: 5842.622559
	Iteration 49Q: 3 clusters Score -1.764858e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -17648620.000000 Penalty: 5842.622559
	Iteration 50Q: 3 clusters Score -1.764862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 129116 members 
Entering Unmasked Estep 
Score: -17648658.000000 Penalty: 5842.622559
	Iteration 51Q: 3 clusters Score -1.764866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -17648642.000000 Penalty: 5842.622559
	Iteration 52Q: 3 clusters Score -1.764864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -17648664.000000 Penalty: 5842.622559
	Iteration 53Q: 3 clusters Score -1.764866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -17648686.000000 Penalty: 5842.622559
	Iteration 54Q: 3 clusters Score -1.764869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -17648684.000000 Penalty: 5842.622559
	Iteration 55Q: 3 clusters Score -1.764868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -17648690.000000 Penalty: 5842.622559
	Iteration 56Q: 3 clusters Score -1.764869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -17648702.000000 Penalty: 5842.622559
	Iteration 57Q: 3 clusters Score -1.76487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -17648700.000000 Penalty: 5842.622559
	Iteration 58Q: 3 clusters Score -1.76487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -17648698.000000 Penalty: 5842.622559
	Iteration 59Q: 3 clusters Score -1.76487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -17648694.000000 Penalty: 5842.622559
	Iteration 60F: 3 clusters Score -1.764869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -17648696.000000 Penalty: 5842.622559
	Iteration 61Q: 3 clusters Score -1.76487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -17648714.000000 Penalty: 5842.622559
	Iteration 62Q: 3 clusters Score -1.764871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -17648726.000000 Penalty: 5842.622559
	Iteration 63Q: 3 clusters Score -1.764873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -17648720.000000 Penalty: 5842.622559
	Iteration 64Q: 3 clusters Score -1.764872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -17648722.000000 Penalty: 5842.622559
	Iteration 65Q: 3 clusters Score -1.764872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -17648726.000000 Penalty: 5842.622559
	Iteration 66Q: 3 clusters Score -1.764873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -17648732.000000 Penalty: 5842.622559
	Iteration 67Q: 3 clusters Score -1.764873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 129352 members 
Entering Unmasked Estep 
Score: -17648742.000000 Penalty: 5842.622559
	Iteration 68Q: 3 clusters Score -1.764874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 129358 members 
Entering Unmasked Estep 
Score: -17648724.000000 Penalty: 5842.622559
	Iteration 69Q: 3 clusters Score -1.764872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -17648720.000000 Penalty: 5842.622559
	Iteration 70Q: 3 clusters Score -1.764872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 129369 members 
Entering Unmasked Estep 
Score: -17648732.000000 Penalty: 5842.622559
	Iteration 71Q: 3 clusters Score -1.764873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 129371 members 
Entering Unmasked Estep 
Score: -17648726.000000 Penalty: 5842.622559
	Iteration 72Q: 3 clusters Score -1.764873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -17648732.000000 Penalty: 5842.622559
	Iteration 73Q: 3 clusters Score -1.764873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -17648736.000000 Penalty: 5842.622559
	Iteration 74Q: 3 clusters Score -1.764874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17648738.000000 Penalty: 5842.622559
	Iteration 75Q: 3 clusters Score -1.764874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17648738.000000 Penalty: 5842.622559
	Iteration 76F: 3 clusters Score -1.764874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Entering Unmasked Estep 
Score: -1440489.875000 Penalty: 2305.012695
	Iteration 0F: 2 clusters Score -1440490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1432183.875000 Penalty: 4610.025391
	Iteration 0F: 3 clusters Score -1432184 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1434592.625000 Penalty: 4610.025391
	Iteration 1F: 3 clusters Score -1434593 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1434967.625000 Penalty: 4610.025391
	Iteration 2F: 3 clusters Score -1434968 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1435294.375000 Penalty: 4610.025391
	Iteration 3F: 3 clusters Score -1435294 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1435578.125000 Penalty: 4610.025391
	Iteration 4F: 3 clusters Score -1435578 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1435864.750000 Penalty: 4610.025391
	Iteration 5Q: 3 clusters Score -1435865 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1436216.500000 Penalty: 4610.025391
	Iteration 6F: 3 clusters Score -1436216 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1436597.750000 Penalty: 4610.025391
	Iteration 7F: 3 clusters Score -1436598 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1437049.750000 Penalty: 4610.025391
	Iteration 8F: 3 clusters Score -1437050 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1437474.375000 Penalty: 4610.025391
	Iteration 9F: 3 clusters Score -1437474 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1437778.875000 Penalty: 4610.025391
	Iteration 10Q: 3 clusters Score -1437779 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1437991.375000 Penalty: 4610.025391
	Iteration 11Q: 3 clusters Score -1437991 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1438150.875000 Penalty: 4610.025391
	Iteration 12Q: 3 clusters Score -1438151 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1438243.750000 Penalty: 4610.025391
	Iteration 13Q: 3 clusters Score -1438244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1438313.500000 Penalty: 4610.025391
	Iteration 14Q: 3 clusters Score -1438314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1438364.375000 Penalty: 4610.025391
	Iteration 15Q: 3 clusters Score -1438364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1438391.750000 Penalty: 4610.025391
	Iteration 16Q: 3 clusters Score -1438392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1438422.375000 Penalty: 4610.025391
	Iteration 17Q: 3 clusters Score -1438422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1438437.375000 Penalty: 4610.025391
	Iteration 18Q: 3 clusters Score -1438437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1438448.750000 Penalty: 4610.025391
	Iteration 19Q: 3 clusters Score -1438449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1438460.000000 Penalty: 4610.025391
	Iteration 20F: 3 clusters Score -1438460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1438473.500000 Penalty: 4610.025391
	Iteration 21Q: 3 clusters Score -1438474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1438483.875000 Penalty: 4610.025391
	Iteration 22Q: 3 clusters Score -1438484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1438489.250000 Penalty: 4610.025391
	Iteration 23Q: 3 clusters Score -1438489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1438494.125000 Penalty: 4610.025391
	Iteration 24Q: 3 clusters Score -1438494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1438503.750000 Penalty: 4610.025391
	Iteration 25Q: 3 clusters Score -1438504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1438513.750000 Penalty: 4610.025391
	Iteration 26Q: 3 clusters Score -1438514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1438519.000000 Penalty: 4610.025391
	Iteration 27Q: 3 clusters Score -1438519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1438522.500000 Penalty: 4610.025391
	Iteration 28Q: 3 clusters Score -1438522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1438527.125000 Penalty: 4610.025391
	Iteration 29Q: 3 clusters Score -1438527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1438530.750000 Penalty: 4610.025391
	Iteration 30Q: 3 clusters Score -1438531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1438531.625000 Penalty: 4610.025391
	Iteration 31Q: 3 clusters Score -1438532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1438539.875000 Penalty: 4610.025391
	Iteration 32Q: 3 clusters Score -1438540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1438544.625000 Penalty: 4610.025391
	Iteration 33Q: 3 clusters Score -1438545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1438546.000000 Penalty: 4610.025391
	Iteration 34Q: 3 clusters Score -1438546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1438544.625000 Penalty: 4610.025391
	Iteration 35Q: 3 clusters Score -1438545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1438542.875000 Penalty: 4610.025391
	Iteration 36Q: 3 clusters Score -1438543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1438546.375000 Penalty: 4610.025391
	Iteration 37Q: 3 clusters Score -1438546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1438548.000000 Penalty: 4610.025391
	Iteration 38Q: 3 clusters Score -1438548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1438550.875000 Penalty: 4610.025391
	Iteration 39Q: 3 clusters Score -1438551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1438554.750000 Penalty: 4610.025391
	Iteration 40F: 3 clusters Score -1438555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1438558.875000 Penalty: 4610.025391
	Iteration 41Q: 3 clusters Score -1438559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1438559.375000 Penalty: 4610.025391
	Iteration 42Q: 3 clusters Score -1438559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1438559.375000 Penalty: 4610.025391
	Iteration 43F: 3 clusters Score -1438559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Entering Unmasked Estep 
Score: -3753088.000000 Penalty: 2544.091064
	Iteration 0F: 2 clusters Score -3753088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3733466.000000 Penalty: 5088.182129
	Iteration 0F: 3 clusters Score -3733466 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3740310.750000 Penalty: 5088.182129
	Iteration 1F: 3 clusters Score -3740311 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3740924.750000 Penalty: 5088.182129
	Iteration 2F: 3 clusters Score -3740925 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3741587.250000 Penalty: 5088.182129
	Iteration 3F: 3 clusters Score -3741587 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3742410.000000 Penalty: 5088.182129
	Iteration 4F: 3 clusters Score -3742410 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3743393.250000 Penalty: 5088.182129
	Iteration 5F: 3 clusters Score -3743393 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3744498.750000 Penalty: 5088.182129
	Iteration 6F: 3 clusters Score -3744499 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3745699.750000 Penalty: 5088.182129
	Iteration 7F: 3 clusters Score -3745700 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3746920.250000 Penalty: 5088.182129
	Iteration 8F: 3 clusters Score -3746920 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3748005.500000 Penalty: 5088.182129
	Iteration 9F: 3 clusters Score -3748006 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3748874.250000 Penalty: 5088.182129
	Iteration 10Q: 3 clusters Score -3748874 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3749638.000000 Penalty: 5088.182129
	Iteration 11Q: 3 clusters Score -3749638 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3750473.500000 Penalty: 5088.182129
	Iteration 12Q: 3 clusters Score -3750474 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3750952.750000 Penalty: 5088.182129
	Iteration 13Q: 3 clusters Score -3750953 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3751174.750000 Penalty: 5088.182129
	Iteration 14Q: 3 clusters Score -3751175 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3751309.000000 Penalty: 5088.182129
	Iteration 15Q: 3 clusters Score -3751309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3751389.750000 Penalty: 5088.182129
	Iteration 16Q: 3 clusters Score -3751390 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3751435.500000 Penalty: 5088.182129
	Iteration 17Q: 3 clusters Score -3751436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3751464.250000 Penalty: 5088.182129
	Iteration 18Q: 3 clusters Score -3751464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3751472.500000 Penalty: 5088.182129
	Iteration 19Q: 3 clusters Score -3751472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3751496.000000 Penalty: 5088.182129
	Iteration 20F: 3 clusters Score -3751496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3751518.250000 Penalty: 5088.182129
	Iteration 21Q: 3 clusters Score -3751518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3751531.000000 Penalty: 5088.182129
	Iteration 22Q: 3 clusters Score -3751531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3751534.500000 Penalty: 5088.182129
	Iteration 23Q: 3 clusters Score -3751534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3751544.250000 Penalty: 5088.182129
	Iteration 24Q: 3 clusters Score -3751544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3751554.250000 Penalty: 5088.182129
	Iteration 25Q: 3 clusters Score -3751554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3751562.500000 Penalty: 5088.182129
	Iteration 26Q: 3 clusters Score -3751562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3751561.500000 Penalty: 5088.182129
	Iteration 27Q: 3 clusters Score -3751562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3751561.000000 Penalty: 5088.182129
	Iteration 28Q: 3 clusters Score -3751561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3751564.250000 Penalty: 5088.182129
	Iteration 29Q: 3 clusters Score -3751564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3751562.250000 Penalty: 5088.182129
	Iteration 30Q: 3 clusters Score -3751562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3751561.500000 Penalty: 5088.182129
	Iteration 31Q: 3 clusters Score -3751562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3751564.500000 Penalty: 5088.182129
	Iteration 32Q: 3 clusters Score -3751564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3751562.000000 Penalty: 5088.182129
	Iteration 33Q: 3 clusters Score -3751562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3751556.500000 Penalty: 5088.182129
	Iteration 34Q: 3 clusters Score -3751556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3751556.500000 Penalty: 5088.182129
	Iteration 35F: 3 clusters Score -3751556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (133849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133849 members 
Entering Unmasked Estep 
Score: -17901240.000000 Penalty: 2927.507812
	Iteration 0F: 2 clusters Score -1.790124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -17812476.000000 Penalty: 5855.015625
	Iteration 0F: 3 clusters Score -1.781248e+07 nChanged 63959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -17850452.000000 Penalty: 5855.015625
	Iteration 1F: 3 clusters Score -1.785045e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -17852600.000000 Penalty: 5855.015625
	Iteration 2Q: 3 clusters Score -1.78526e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -17856220.000000 Penalty: 5855.015625
	Iteration 3F: 3 clusters Score -1.785622e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -17862766.000000 Penalty: 5855.015625
	Iteration 4F: 3 clusters Score -1.786277e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -17871998.000000 Penalty: 5855.015625
	Iteration 5F: 3 clusters Score -1.7872e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -17883020.000000 Penalty: 5855.015625
	Iteration 6F: 3 clusters Score -1.788302e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -17892094.000000 Penalty: 5855.015625
	Iteration 7F: 3 clusters Score -1.789209e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -17895908.000000 Penalty: 5855.015625
	Iteration 8Q: 3 clusters Score -1.789591e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -17896954.000000 Penalty: 5855.015625
	Iteration 9Q: 3 clusters Score -1.789695e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -17897460.000000 Penalty: 5855.015625
	Iteration 10Q: 3 clusters Score -1.789746e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -17897766.000000 Penalty: 5855.015625
	Iteration 11Q: 3 clusters Score -1.789777e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -17897976.000000 Penalty: 5855.015625
	Iteration 12Q: 3 clusters Score -1.789798e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -17898112.000000 Penalty: 5855.015625
	Iteration 13Q: 3 clusters Score -1.789811e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -17898262.000000 Penalty: 5855.015625
	Iteration 14Q: 3 clusters Score -1.789826e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -17898350.000000 Penalty: 5855.015625
	Iteration 15Q: 3 clusters Score -1.789835e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -17898488.000000 Penalty: 5855.015625
	Iteration 16Q: 3 clusters Score -1.789849e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -17898554.000000 Penalty: 5855.015625
	Iteration 17Q: 3 clusters Score -1.789855e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -17898594.000000 Penalty: 5855.015625
	Iteration 18Q: 3 clusters Score -1.789859e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -17898618.000000 Penalty: 5855.015625
	Iteration 19Q: 3 clusters Score -1.789862e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107707 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -17898736.000000 Penalty: 5855.015625
	Iteration 20F: 3 clusters Score -1.789874e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -17898804.000000 Penalty: 5855.015625
	Iteration 21Q: 3 clusters Score -1.78988e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -17898868.000000 Penalty: 5855.015625
	Iteration 22Q: 3 clusters Score -1.789887e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -17898862.000000 Penalty: 5855.015625
	Iteration 23Q: 3 clusters Score -1.789886e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -17898916.000000 Penalty: 5855.015625
	Iteration 24Q: 3 clusters Score -1.789892e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -17898936.000000 Penalty: 5855.015625
	Iteration 25Q: 3 clusters Score -1.789894e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -17898914.000000 Penalty: 5855.015625
	Iteration 26Q: 3 clusters Score -1.789891e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -17898932.000000 Penalty: 5855.015625
	Iteration 27Q: 3 clusters Score -1.789893e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -17898976.000000 Penalty: 5855.015625
	Iteration 28Q: 3 clusters Score -1.789898e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -17898996.000000 Penalty: 5855.015625
	Iteration 29Q: 3 clusters Score -1.7899e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -17899046.000000 Penalty: 5855.015625
	Iteration 30Q: 3 clusters Score -1.789905e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -17899084.000000 Penalty: 5855.015625
	Iteration 31Q: 3 clusters Score -1.789908e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -17899094.000000 Penalty: 5855.015625
	Iteration 32Q: 3 clusters Score -1.789909e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -17899102.000000 Penalty: 5855.015625
	Iteration 33Q: 3 clusters Score -1.78991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -17899114.000000 Penalty: 5855.015625
	Iteration 34Q: 3 clusters Score -1.789911e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -17899096.000000 Penalty: 5855.015625
	Iteration 35Q: 3 clusters Score -1.78991e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -17899144.000000 Penalty: 5855.015625
	Iteration 36Q: 3 clusters Score -1.789914e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -17899168.000000 Penalty: 5855.015625
	Iteration 37Q: 3 clusters Score -1.789917e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -17899176.000000 Penalty: 5855.015625
	Iteration 38Q: 3 clusters Score -1.789918e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -17899194.000000 Penalty: 5855.015625
	Iteration 39Q: 3 clusters Score -1.789919e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -17899246.000000 Penalty: 5855.015625
	Iteration 40F: 3 clusters Score -1.789925e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -17899312.000000 Penalty: 5855.015625
	Iteration 41Q: 3 clusters Score -1.789931e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114048 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -17899378.000000 Penalty: 5855.015625
	Iteration 42Q: 3 clusters Score -1.789938e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -17899408.000000 Penalty: 5855.015625
	Iteration 43Q: 3 clusters Score -1.789941e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -17899426.000000 Penalty: 5855.015625
	Iteration 44Q: 3 clusters Score -1.789943e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -17899460.000000 Penalty: 5855.015625
	Iteration 45Q: 3 clusters Score -1.789946e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -17899484.000000 Penalty: 5855.015625
	Iteration 46Q: 3 clusters Score -1.789948e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -17899494.000000 Penalty: 5855.015625
	Iteration 47Q: 3 clusters Score -1.789949e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -17899560.000000 Penalty: 5855.015625
	Iteration 48Q: 3 clusters Score -1.789956e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -17899586.000000 Penalty: 5855.015625
	Iteration 49Q: 3 clusters Score -1.789959e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -17899632.000000 Penalty: 5855.015625
	Iteration 50Q: 3 clusters Score -1.789963e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -17899666.000000 Penalty: 5855.015625
	Iteration 51Q: 3 clusters Score -1.789967e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -17899694.000000 Penalty: 5855.015625
	Iteration 52Q: 3 clusters Score -1.789969e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -17899646.000000 Penalty: 5855.015625
	Iteration 53Q: 3 clusters Score -1.789965e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -17899658.000000 Penalty: 5855.015625
	Iteration 54Q: 3 clusters Score -1.789966e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116642 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -17899662.000000 Penalty: 5855.015625
	Iteration 55Q: 3 clusters Score -1.789966e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -17899702.000000 Penalty: 5855.015625
	Iteration 56Q: 3 clusters Score -1.78997e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116880 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -17899690.000000 Penalty: 5855.015625
	Iteration 57Q: 3 clusters Score -1.789969e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -17899696.000000 Penalty: 5855.015625
	Iteration 58Q: 3 clusters Score -1.78997e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -17899746.000000 Penalty: 5855.015625
	Iteration 59Q: 3 clusters Score -1.789975e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117213 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -17899756.000000 Penalty: 5855.015625
	Iteration 60F: 3 clusters Score -1.789976e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -17899744.000000 Penalty: 5855.015625
	Iteration 61Q: 3 clusters Score -1.789974e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -17899740.000000 Penalty: 5855.015625
	Iteration 62Q: 3 clusters Score -1.789974e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -17899772.000000 Penalty: 5855.015625
	Iteration 63Q: 3 clusters Score -1.789977e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -17899814.000000 Penalty: 5855.015625
	Iteration 64Q: 3 clusters Score -1.789981e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -17899810.000000 Penalty: 5855.015625
	Iteration 65Q: 3 clusters Score -1.789981e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -17899808.000000 Penalty: 5855.015625
	Iteration 66Q: 3 clusters Score -1.789981e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -17899832.000000 Penalty: 5855.015625
	Iteration 67Q: 3 clusters Score -1.789983e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -17899822.000000 Penalty: 5855.015625
	Iteration 68Q: 3 clusters Score -1.789982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -17899812.000000 Penalty: 5855.015625
	Iteration 69Q: 3 clusters Score -1.789981e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -17899856.000000 Penalty: 5855.015625
	Iteration 70Q: 3 clusters Score -1.789986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118334 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -17899864.000000 Penalty: 5855.015625
	Iteration 71Q: 3 clusters Score -1.789986e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -17899874.000000 Penalty: 5855.015625
	Iteration 72Q: 3 clusters Score -1.789987e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -17899882.000000 Penalty: 5855.015625
	Iteration 73Q: 3 clusters Score -1.789988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -17899852.000000 Penalty: 5855.015625
	Iteration 74Q: 3 clusters Score -1.789985e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -17899868.000000 Penalty: 5855.015625
	Iteration 75Q: 3 clusters Score -1.789987e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118853 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -17899874.000000 Penalty: 5855.015625
	Iteration 76Q: 3 clusters Score -1.789987e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -17899864.000000 Penalty: 5855.015625
	Iteration 77Q: 3 clusters Score -1.789986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -17899868.000000 Penalty: 5855.015625
	Iteration 78Q: 3 clusters Score -1.789987e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -17899862.000000 Penalty: 5855.015625
	Iteration 79Q: 3 clusters Score -1.789986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -17899878.000000 Penalty: 5855.015625
	Iteration 80F: 3 clusters Score -1.789988e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -17899872.000000 Penalty: 5855.015625
	Iteration 81Q: 3 clusters Score -1.789987e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -17899874.000000 Penalty: 5855.015625
	Iteration 82Q: 3 clusters Score -1.789987e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -17899888.000000 Penalty: 5855.015625
	Iteration 83Q: 3 clusters Score -1.789989e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119836 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -17899892.000000 Penalty: 5855.015625
	Iteration 84Q: 3 clusters Score -1.789989e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -17899904.000000 Penalty: 5855.015625
	Iteration 85Q: 3 clusters Score -1.78999e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -17899916.000000 Penalty: 5855.015625
	Iteration 86Q: 3 clusters Score -1.789992e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -17899950.000000 Penalty: 5855.015625
	Iteration 87Q: 3 clusters Score -1.789995e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -17899952.000000 Penalty: 5855.015625
	Iteration 88Q: 3 clusters Score -1.789995e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120411 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -17899962.000000 Penalty: 5855.015625
	Iteration 89Q: 3 clusters Score -1.789996e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -17899942.000000 Penalty: 5855.015625
	Iteration 90Q: 3 clusters Score -1.789994e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -17899930.000000 Penalty: 5855.015625
	Iteration 91Q: 3 clusters Score -1.789993e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -17899964.000000 Penalty: 5855.015625
	Iteration 92Q: 3 clusters Score -1.789996e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -17900020.000000 Penalty: 5855.015625
	Iteration 93Q: 3 clusters Score -1.790002e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -17900054.000000 Penalty: 5855.015625
	Iteration 94Q: 3 clusters Score -1.790005e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -17900070.000000 Penalty: 5855.015625
	Iteration 95Q: 3 clusters Score -1.790007e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -17900086.000000 Penalty: 5855.015625
	Iteration 96Q: 3 clusters Score -1.790009e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -17900086.000000 Penalty: 5855.015625
	Iteration 97Q: 3 clusters Score -1.790009e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121630 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -17900124.000000 Penalty: 5855.015625
	Iteration 98Q: 3 clusters Score -1.790012e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -17900120.000000 Penalty: 5855.015625
	Iteration 99Q: 3 clusters Score -1.790012e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -17900114.000000 Penalty: 5855.015625
	Iteration 100F: 3 clusters Score -1.790011e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -17900118.000000 Penalty: 5855.015625
	Iteration 101Q: 3 clusters Score -1.790012e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -17900126.000000 Penalty: 5855.015625
	Iteration 102Q: 3 clusters Score -1.790013e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -17900106.000000 Penalty: 5855.015625
	Iteration 103Q: 3 clusters Score -1.790011e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -17900098.000000 Penalty: 5855.015625
	Iteration 104Q: 3 clusters Score -1.79001e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -17900110.000000 Penalty: 5855.015625
	Iteration 105Q: 3 clusters Score -1.790011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -17900164.000000 Penalty: 5855.015625
	Iteration 106Q: 3 clusters Score -1.790016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -17900188.000000 Penalty: 5855.015625
	Iteration 107Q: 3 clusters Score -1.790019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -17900192.000000 Penalty: 5855.015625
	Iteration 108Q: 3 clusters Score -1.790019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122650 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 109Q: 3 clusters Score -1.790017e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -17900186.000000 Penalty: 5855.015625
	Iteration 110Q: 3 clusters Score -1.790019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -17900180.000000 Penalty: 5855.015625
	Iteration 111Q: 3 clusters Score -1.790018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122807 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -17900202.000000 Penalty: 5855.015625
	Iteration 112Q: 3 clusters Score -1.79002e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -17900188.000000 Penalty: 5855.015625
	Iteration 113Q: 3 clusters Score -1.790019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -17900194.000000 Penalty: 5855.015625
	Iteration 114Q: 3 clusters Score -1.790019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -17900186.000000 Penalty: 5855.015625
	Iteration 115Q: 3 clusters Score -1.790019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -17900198.000000 Penalty: 5855.015625
	Iteration 116Q: 3 clusters Score -1.79002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -17900178.000000 Penalty: 5855.015625
	Iteration 117Q: 3 clusters Score -1.790018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -17900170.000000 Penalty: 5855.015625
	Iteration 118Q: 3 clusters Score -1.790017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -17900160.000000 Penalty: 5855.015625
	Iteration 119Q: 3 clusters Score -1.790016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -17900158.000000 Penalty: 5855.015625
	Iteration 120F: 3 clusters Score -1.790016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -17900138.000000 Penalty: 5855.015625
	Iteration 121Q: 3 clusters Score -1.790014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123236 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -17900154.000000 Penalty: 5855.015625
	Iteration 122Q: 3 clusters Score -1.790015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123271 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -17900158.000000 Penalty: 5855.015625
	Iteration 123Q: 3 clusters Score -1.790016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -17900146.000000 Penalty: 5855.015625
	Iteration 124Q: 3 clusters Score -1.790015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -17900164.000000 Penalty: 5855.015625
	Iteration 125Q: 3 clusters Score -1.790016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -17900150.000000 Penalty: 5855.015625
	Iteration 126Q: 3 clusters Score -1.790015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123427 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -17900156.000000 Penalty: 5855.015625
	Iteration 127Q: 3 clusters Score -1.790016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -17900116.000000 Penalty: 5855.015625
	Iteration 128Q: 3 clusters Score -1.790012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -17900122.000000 Penalty: 5855.015625
	Iteration 129Q: 3 clusters Score -1.790012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -17900128.000000 Penalty: 5855.015625
	Iteration 130Q: 3 clusters Score -1.790013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -17900118.000000 Penalty: 5855.015625
	Iteration 131Q: 3 clusters Score -1.790012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -17900136.000000 Penalty: 5855.015625
	Iteration 132Q: 3 clusters Score -1.790014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -17900118.000000 Penalty: 5855.015625
	Iteration 133Q: 3 clusters Score -1.790012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -17900126.000000 Penalty: 5855.015625
	Iteration 134Q: 3 clusters Score -1.790013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -17900146.000000 Penalty: 5855.015625
	Iteration 135Q: 3 clusters Score -1.790015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123774 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 136Q: 3 clusters Score -1.790017e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123816 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 137Q: 3 clusters Score -1.790017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -17900170.000000 Penalty: 5855.015625
	Iteration 138Q: 3 clusters Score -1.790017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123887 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -17900152.000000 Penalty: 5855.015625
	Iteration 139Q: 3 clusters Score -1.790015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123911 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -17900146.000000 Penalty: 5855.015625
	Iteration 140F: 3 clusters Score -1.790015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -17900150.000000 Penalty: 5855.015625
	Iteration 141Q: 3 clusters Score -1.790015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -17900144.000000 Penalty: 5855.015625
	Iteration 142Q: 3 clusters Score -1.790014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123955 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -17900134.000000 Penalty: 5855.015625
	Iteration 143Q: 3 clusters Score -1.790013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -17900148.000000 Penalty: 5855.015625
	Iteration 144Q: 3 clusters Score -1.790015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -17900144.000000 Penalty: 5855.015625
	Iteration 145Q: 3 clusters Score -1.790014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -17900168.000000 Penalty: 5855.015625
	Iteration 146Q: 3 clusters Score -1.790017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 147Q: 3 clusters Score -1.790017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -17900178.000000 Penalty: 5855.015625
	Iteration 148Q: 3 clusters Score -1.790018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -17900178.000000 Penalty: 5855.015625
	Iteration 149Q: 3 clusters Score -1.790018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -17900168.000000 Penalty: 5855.015625
	Iteration 150Q: 3 clusters Score -1.790017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124113 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -17900154.000000 Penalty: 5855.015625
	Iteration 151Q: 3 clusters Score -1.790015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -17900154.000000 Penalty: 5855.015625
	Iteration 152Q: 3 clusters Score -1.790015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -17900168.000000 Penalty: 5855.015625
	Iteration 153Q: 3 clusters Score -1.790017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124170 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -17900144.000000 Penalty: 5855.015625
	Iteration 154Q: 3 clusters Score -1.790014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -17900158.000000 Penalty: 5855.015625
	Iteration 155Q: 3 clusters Score -1.790016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -17900134.000000 Penalty: 5855.015625
	Iteration 156Q: 3 clusters Score -1.790013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -17900140.000000 Penalty: 5855.015625
	Iteration 157Q: 3 clusters Score -1.790014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -17900158.000000 Penalty: 5855.015625
	Iteration 158Q: 3 clusters Score -1.790016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -17900196.000000 Penalty: 5855.015625
	Iteration 159Q: 3 clusters Score -1.79002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -17900204.000000 Penalty: 5855.015625
	Iteration 160F: 3 clusters Score -1.79002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124304 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -17900198.000000 Penalty: 5855.015625
	Iteration 161Q: 3 clusters Score -1.79002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -17900196.000000 Penalty: 5855.015625
	Iteration 162Q: 3 clusters Score -1.79002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -17900210.000000 Penalty: 5855.015625
	Iteration 163Q: 3 clusters Score -1.790021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -17900176.000000 Penalty: 5855.015625
	Iteration 164Q: 3 clusters Score -1.790018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -17900196.000000 Penalty: 5855.015625
	Iteration 165Q: 3 clusters Score -1.79002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -17900226.000000 Penalty: 5855.015625
	Iteration 166Q: 3 clusters Score -1.790023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -17900224.000000 Penalty: 5855.015625
	Iteration 167Q: 3 clusters Score -1.790022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -17900230.000000 Penalty: 5855.015625
	Iteration 168Q: 3 clusters Score -1.790023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124516 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -17900234.000000 Penalty: 5855.015625
	Iteration 169Q: 3 clusters Score -1.790023e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -17900254.000000 Penalty: 5855.015625
	Iteration 170Q: 3 clusters Score -1.790025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -17900248.000000 Penalty: 5855.015625
	Iteration 171Q: 3 clusters Score -1.790025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -17900248.000000 Penalty: 5855.015625
	Iteration 172Q: 3 clusters Score -1.790025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -17900244.000000 Penalty: 5855.015625
	Iteration 173Q: 3 clusters Score -1.790024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -17900258.000000 Penalty: 5855.015625
	Iteration 174Q: 3 clusters Score -1.790026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -17900258.000000 Penalty: 5855.015625
	Iteration 175Q: 3 clusters Score -1.790026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -17900264.000000 Penalty: 5855.015625
	Iteration 176Q: 3 clusters Score -1.790026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -17900258.000000 Penalty: 5855.015625
	Iteration 177Q: 3 clusters Score -1.790026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -17900260.000000 Penalty: 5855.015625
	Iteration 178Q: 3 clusters Score -1.790026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -17900256.000000 Penalty: 5855.015625
	Iteration 179Q: 3 clusters Score -1.790026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -17900242.000000 Penalty: 5855.015625
	Iteration 180F: 3 clusters Score -1.790024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -17900248.000000 Penalty: 5855.015625
	Iteration 181Q: 3 clusters Score -1.790025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -17900244.000000 Penalty: 5855.015625
	Iteration 182Q: 3 clusters Score -1.790024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -17900234.000000 Penalty: 5855.015625
	Iteration 183Q: 3 clusters Score -1.790023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -17900228.000000 Penalty: 5855.015625
	Iteration 184Q: 3 clusters Score -1.790023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124713 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -17900224.000000 Penalty: 5855.015625
	Iteration 185Q: 3 clusters Score -1.790022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124727 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -17900206.000000 Penalty: 5855.015625
	Iteration 186Q: 3 clusters Score -1.790021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -17900204.000000 Penalty: 5855.015625
	Iteration 187Q: 3 clusters Score -1.79002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -17900206.000000 Penalty: 5855.015625
	Iteration 188Q: 3 clusters Score -1.790021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -17900198.000000 Penalty: 5855.015625
	Iteration 189Q: 3 clusters Score -1.79002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -17900202.000000 Penalty: 5855.015625
	Iteration 190Q: 3 clusters Score -1.79002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124819 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -17900218.000000 Penalty: 5855.015625
	Iteration 191Q: 3 clusters Score -1.790022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -17900224.000000 Penalty: 5855.015625
	Iteration 192Q: 3 clusters Score -1.790022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -17900224.000000 Penalty: 5855.015625
	Iteration 193Q: 3 clusters Score -1.790022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -17900202.000000 Penalty: 5855.015625
	Iteration 194Q: 3 clusters Score -1.79002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -17900222.000000 Penalty: 5855.015625
	Iteration 195Q: 3 clusters Score -1.790022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -17900222.000000 Penalty: 5855.015625
	Iteration 196Q: 3 clusters Score -1.790022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -17900230.000000 Penalty: 5855.015625
	Iteration 197Q: 3 clusters Score -1.790023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -17900226.000000 Penalty: 5855.015625
	Iteration 198Q: 3 clusters Score -1.790023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -17900232.000000 Penalty: 5855.015625
	Iteration 199Q: 3 clusters Score -1.790023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -17900226.000000 Penalty: 5855.015625
	Iteration 200F: 3 clusters Score -1.790023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -17900218.000000 Penalty: 5855.015625
	Iteration 201Q: 3 clusters Score -1.790022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -17900212.000000 Penalty: 5855.015625
	Iteration 202Q: 3 clusters Score -1.790021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -17900220.000000 Penalty: 5855.015625
	Iteration 203Q: 3 clusters Score -1.790022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -17900228.000000 Penalty: 5855.015625
	Iteration 204Q: 3 clusters Score -1.790023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -17900228.000000 Penalty: 5855.015625
	Iteration 205Q: 3 clusters Score -1.790023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -17900210.000000 Penalty: 5855.015625
	Iteration 206Q: 3 clusters Score -1.790021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124952 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -17900218.000000 Penalty: 5855.015625
	Iteration 207Q: 3 clusters Score -1.790022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -17900220.000000 Penalty: 5855.015625
	Iteration 208Q: 3 clusters Score -1.790022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -17900208.000000 Penalty: 5855.015625
	Iteration 209Q: 3 clusters Score -1.790021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -17900226.000000 Penalty: 5855.015625
	Iteration 210Q: 3 clusters Score -1.790023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -17900222.000000 Penalty: 5855.015625
	Iteration 211Q: 3 clusters Score -1.790022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -17900228.000000 Penalty: 5855.015625
	Iteration 212Q: 3 clusters Score -1.790023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -17900216.000000 Penalty: 5855.015625
	Iteration 213Q: 3 clusters Score -1.790022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -17900212.000000 Penalty: 5855.015625
	Iteration 214Q: 3 clusters Score -1.790021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124995 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -17900192.000000 Penalty: 5855.015625
	Iteration 215Q: 3 clusters Score -1.790019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -17900200.000000 Penalty: 5855.015625
	Iteration 216Q: 3 clusters Score -1.79002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -17900210.000000 Penalty: 5855.015625
	Iteration 217Q: 3 clusters Score -1.790021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -17900186.000000 Penalty: 5855.015625
	Iteration 218Q: 3 clusters Score -1.790019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -17900176.000000 Penalty: 5855.015625
	Iteration 219Q: 3 clusters Score -1.790018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -17900178.000000 Penalty: 5855.015625
	Iteration 220F: 3 clusters Score -1.790018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -17900178.000000 Penalty: 5855.015625
	Iteration 221Q: 3 clusters Score -1.790018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -17900186.000000 Penalty: 5855.015625
	Iteration 222Q: 3 clusters Score -1.790019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -17900198.000000 Penalty: 5855.015625
	Iteration 223Q: 3 clusters Score -1.79002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 224Q: 3 clusters Score -1.790017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -17900176.000000 Penalty: 5855.015625
	Iteration 225Q: 3 clusters Score -1.790018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -17900182.000000 Penalty: 5855.015625
	Iteration 226Q: 3 clusters Score -1.790018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -17900186.000000 Penalty: 5855.015625
	Iteration 227Q: 3 clusters Score -1.790019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -17900182.000000 Penalty: 5855.015625
	Iteration 228Q: 3 clusters Score -1.790018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 229Q: 3 clusters Score -1.790017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -17900162.000000 Penalty: 5855.015625
	Iteration 230Q: 3 clusters Score -1.790016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 231Q: 3 clusters Score -1.790017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125066 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 232Q: 3 clusters Score -1.790017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 233Q: 3 clusters Score -1.790017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 234Q: 3 clusters Score -1.790017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 235Q: 3 clusters Score -1.790017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -17900166.000000 Penalty: 5855.015625
	Iteration 236Q: 3 clusters Score -1.790017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125077 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -17900168.000000 Penalty: 5855.015625
	Iteration 237Q: 3 clusters Score -1.790017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 238Q: 3 clusters Score -1.790017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125083 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -17900168.000000 Penalty: 5855.015625
	Iteration 239Q: 3 clusters Score -1.790017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125086 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5855.015625
	Iteration 240F: 3 clusters Score -1.790017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -17900180.000000 Penalty: 5855.015625
	Iteration 241Q: 3 clusters Score -1.790018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -17900184.000000 Penalty: 5855.015625
	Iteration 242Q: 3 clusters Score -1.790018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -17900184.000000 Penalty: 5855.015625
	Iteration 243Q: 3 clusters Score -1.790018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -17900176.000000 Penalty: 5855.015625
	Iteration 244Q: 3 clusters Score -1.790018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -17900172.000000 Penalty: 5855.015625
	Iteration 245Q: 3 clusters Score -1.790017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -17900170.000000 Penalty: 5855.015625
	Iteration 246Q: 3 clusters Score -1.790017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -17900170.000000 Penalty: 5855.015625
	Iteration 247F: 3 clusters Score -1.790017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159676.281250 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159676.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -160688.390625 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160688.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161652.640625 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -161652.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -162038.640625 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -162038.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -162170.421875 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -162170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -162231.265625 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -162231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -162260.281250 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -162260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -162265.671875 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -162265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -162265.671875 Penalty: 3551.008789
	Iteration 8F: 3 clusters Score -162265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228744 members 
Mstep: Class 7 contains 66623 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98051 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 130546 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 133849 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95573 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132365 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 275 members 
Entering Unmasked Estep 
Score: -181126160.000000 Penalty: 119358.375000
Splitting cluster 15 changes total score from -181127344.000000 to -181126160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -591534.000000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -591534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -587278.562500 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -587278.6 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -588218.812500 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -588218.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -588413.875000 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -588413.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -588532.687500 Penalty: 4175.893066
	Iteration 3Q: 3 clusters Score -588532.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -588626.062500 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -588626.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -588690.000000 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -588690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -588747.687500 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -588747.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -588807.000000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -588807 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -588859.312500 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -588859.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -588908.500000 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -588908.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -588948.750000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -588948.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -588982.500000 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -588982.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -589021.750000 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -589021.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -589064.062500 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -589064.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -589105.187500 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -589105.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -589142.750000 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -589142.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -589179.437500 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -589179.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -589206.437500 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -589206.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -589227.187500 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -589227.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -589243.437500 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -589243.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -589262.437500 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -589262.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -589279.000000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -589279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589293.562500 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -589293.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -589313.875000 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -589313.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -589334.937500 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -589334.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -589357.375000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -589357.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -589372.562500 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -589372.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -589383.812500 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -589383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -589391.125000 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -589391.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -589397.625000 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -589397.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -589407.750000 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -589407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -589414.625000 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -589414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -589422.625000 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -589422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -589430.500000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -589430.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -589437.000000 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -589437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -589440.312500 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -589440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -589441.437500 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -589441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -589443.187500 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -589443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -589447.250000 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -589447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -589454.250000 Penalty: 4175.893066
	Iteration 39Q: 3 clusters Score -589454.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -589457.562500 Penalty: 4175.893066
	Iteration 40F: 3 clusters Score -589457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -589463.000000 Penalty: 4175.893066
	Iteration 41Q: 3 clusters Score -589463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -589467.937500 Penalty: 4175.893066
	Iteration 42Q: 3 clusters Score -589467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -589474.187500 Penalty: 4175.893066
	Iteration 43Q: 3 clusters Score -589474.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -589480.312500 Penalty: 4175.893066
	Iteration 44Q: 3 clusters Score -589480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -589484.125000 Penalty: 4175.893066
	Iteration 45Q: 3 clusters Score -589484.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -589487.375000 Penalty: 4175.893066
	Iteration 46Q: 3 clusters Score -589487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -589491.625000 Penalty: 4175.893066
	Iteration 47Q: 3 clusters Score -589491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -589496.062500 Penalty: 4175.893066
	Iteration 48Q: 3 clusters Score -589496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -589496.937500 Penalty: 4175.893066
	Iteration 49Q: 3 clusters Score -589496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -589501.062500 Penalty: 4175.893066
	Iteration 50Q: 3 clusters Score -589501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -589503.437500 Penalty: 4175.893066
	Iteration 51Q: 3 clusters Score -589503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -589505.750000 Penalty: 4175.893066
	Iteration 52Q: 3 clusters Score -589505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -589506.500000 Penalty: 4175.893066
	Iteration 53Q: 3 clusters Score -589506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -589509.500000 Penalty: 4175.893066
	Iteration 54Q: 3 clusters Score -589509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589511.125000 Penalty: 4175.893066
	Iteration 55Q: 3 clusters Score -589511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -589511.125000 Penalty: 4175.893066
	Iteration 56Q: 3 clusters Score -589511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -589512.687500 Penalty: 4175.893066
	Iteration 57Q: 3 clusters Score -589512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -589514.125000 Penalty: 4175.893066
	Iteration 58Q: 3 clusters Score -589514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -589515.250000 Penalty: 4175.893066
	Iteration 59Q: 3 clusters Score -589515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -589515.250000 Penalty: 4175.893066
	Iteration 60F: 3 clusters Score -589515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -561669.500000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -561669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -557510.125000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -557510.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558503.812500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -558503.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558733.312500 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -558733.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -558894.687500 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -558894.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -559054.312500 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -559054.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -559205.062500 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -559205.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -559357.562500 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -559357.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -559468.062500 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -559468.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -559558.000000 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -559558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -559644.062500 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -559644.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -559720.000000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -559720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -559785.000000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -559785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -559836.000000 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -559836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -559883.937500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -559883.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -559928.375000 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -559928.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -559956.187500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -559956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -559985.812500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -559985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -560005.062500 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -560005.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -560013.812500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -560013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -560018.312500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -560018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -560021.625000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -560021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -560023.812500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -560023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -560028.312500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -560028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -560032.187500 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -560032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -560034.937500 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -560034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -560037.312500 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -560037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -560040.187500 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -560040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -560042.437500 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -560042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -560045.000000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -560045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -560049.500000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -560049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -560053.437500 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -560053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -560057.000000 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -560057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -560062.500000 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -560062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -560066.000000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -560066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -560070.625000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -560070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -560073.375000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -560073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -560073.375000 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -560073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -560073.375000 Penalty: 4167.061035
	Iteration 37F: 3 clusters Score -560073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -978164.375000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -978164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -972063.687500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -972063.7 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -973684.312500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -973684.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -974045.375000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -974045.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -974422.625000 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -974422.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -974826.750000 Penalty: 4419.583496
	Iteration 4F: 3 clusters Score -974826.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -975220.062500 Penalty: 4419.583496
	Iteration 5F: 3 clusters Score -975220.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -975514.625000 Penalty: 4419.583496
	Iteration 6F: 3 clusters Score -975514.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -975712.312500 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -975712.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -975838.500000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -975838.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -975931.687500 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -975931.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -975982.312500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -975982.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -976012.187500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -976012.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -976036.687500 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -976036.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -976056.937500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -976056.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -976075.125000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -976075.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -976087.875000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -976087.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -976099.812500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -976099.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -976109.000000 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -976109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -976124.437500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -976124.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -976139.062500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -976139.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -976153.500000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -976153.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -976159.000000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -976159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -976169.625000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -976169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -976175.125000 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -976175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -976187.625000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -976187.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -976193.062500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -976193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -976194.437500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -976194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -976197.812500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -976197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -976204.750000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -976204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -976205.812500 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -976205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -976206.562500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -976206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -976206.250000 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -976206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -976206.375000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -976206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -976208.500000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -976208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -976208.625000 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -976208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -976208.625000 Penalty: 4419.583496
	Iteration 35F: 3 clusters Score -976208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1262101.750000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1262102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1254609.875000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1254610 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1256846.875000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1256847 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1257244.250000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1257244 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1257581.750000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1257582 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1257854.000000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1257854 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1258054.625000 Penalty: 4555.312988
	Iteration 5Q: 3 clusters Score -1258055 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1258230.625000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -1258231 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1258361.625000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -1258362 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1258470.375000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1258470 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1258575.750000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1258576 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1258668.875000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1258669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1258771.375000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1258771 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1258893.500000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1258894 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1259048.000000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1259048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1259229.000000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1259229 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1259445.750000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1259446 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1259689.875000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1259690 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1259932.250000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1259932 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1260141.625000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1260142 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1260292.625000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1260293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1260405.625000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1260406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1260506.000000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1260506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1260605.000000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1260605 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1260688.500000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1260688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1260752.625000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1260753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1260821.375000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1260821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1260871.000000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1260871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1260898.625000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1260899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1260922.500000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1260922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1260935.500000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1260936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1260942.875000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1260943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1260950.250000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1260950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1260953.000000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1260953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1260956.625000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1260957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1260958.125000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1260958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1260958.375000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1260958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1260962.625000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1260963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1260962.375000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1260962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1260964.500000 Penalty: 4555.312988
	Iteration 38Q: 3 clusters Score -1260964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1260966.000000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1260966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1260967.000000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1260967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1260968.625000 Penalty: 4555.312988
	Iteration 41Q: 3 clusters Score -1260969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1260969.625000 Penalty: 4555.312988
	Iteration 42Q: 3 clusters Score -1260970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1260968.625000 Penalty: 4555.312988
	Iteration 43Q: 3 clusters Score -1260969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1260968.625000 Penalty: 4555.312988
	Iteration 44F: 3 clusters Score -1260969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Entering Unmasked Estep 
Score: -12736868.000000 Penalty: 2843.976074
	Iteration 0F: 2 clusters Score -1.273687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -12673110.000000 Penalty: 5687.952148
	Iteration 0F: 3 clusters Score -1.267311e+07 nChanged 45136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -12699703.000000 Penalty: 5687.952148
	Iteration 1F: 3 clusters Score -1.26997e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -12700983.000000 Penalty: 5687.952148
	Iteration 2Q: 3 clusters Score -1.270098e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -12702756.000000 Penalty: 5687.952148
	Iteration 3Q: 3 clusters Score -1.270276e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -12705430.000000 Penalty: 5687.952148
	Iteration 4F: 3 clusters Score -1.270543e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -12709246.000000 Penalty: 5687.952148
	Iteration 5F: 3 clusters Score -1.270925e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -12714374.000000 Penalty: 5687.952148
	Iteration 6F: 3 clusters Score -1.271437e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -12720393.000000 Penalty: 5687.952148
	Iteration 7F: 3 clusters Score -1.272039e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -12725915.000000 Penalty: 5687.952148
	Iteration 8F: 3 clusters Score -1.272592e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -12729793.000000 Penalty: 5687.952148
	Iteration 9Q: 3 clusters Score -1.272979e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -12732185.000000 Penalty: 5687.952148
	Iteration 10Q: 3 clusters Score -1.273218e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12733466.000000 Penalty: 5687.952148
	Iteration 11Q: 3 clusters Score -1.273347e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12734117.000000 Penalty: 5687.952148
	Iteration 12Q: 3 clusters Score -1.273412e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -12734466.000000 Penalty: 5687.952148
	Iteration 13Q: 3 clusters Score -1.273447e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12734595.000000 Penalty: 5687.952148
	Iteration 14Q: 3 clusters Score -1.27346e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12734685.000000 Penalty: 5687.952148
	Iteration 15Q: 3 clusters Score -1.273468e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12734759.000000 Penalty: 5687.952148
	Iteration 16Q: 3 clusters Score -1.273476e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -12734805.000000 Penalty: 5687.952148
	Iteration 17Q: 3 clusters Score -1.27348e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12734807.000000 Penalty: 5687.952148
	Iteration 18Q: 3 clusters Score -1.273481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -12734827.000000 Penalty: 5687.952148
	Iteration 19Q: 3 clusters Score -1.273483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -12734842.000000 Penalty: 5687.952148
	Iteration 20F: 3 clusters Score -1.273484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12734862.000000 Penalty: 5687.952148
	Iteration 21Q: 3 clusters Score -1.273486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12734875.000000 Penalty: 5687.952148
	Iteration 22Q: 3 clusters Score -1.273488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12734877.000000 Penalty: 5687.952148
	Iteration 23Q: 3 clusters Score -1.273488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -12734892.000000 Penalty: 5687.952148
	Iteration 24Q: 3 clusters Score -1.273489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12734883.000000 Penalty: 5687.952148
	Iteration 25Q: 3 clusters Score -1.273488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12734867.000000 Penalty: 5687.952148
	Iteration 26Q: 3 clusters Score -1.273487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12734873.000000 Penalty: 5687.952148
	Iteration 27Q: 3 clusters Score -1.273487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12734874.000000 Penalty: 5687.952148
	Iteration 28Q: 3 clusters Score -1.273487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12734867.000000 Penalty: 5687.952148
	Iteration 29Q: 3 clusters Score -1.273487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12734870.000000 Penalty: 5687.952148
	Iteration 30Q: 3 clusters Score -1.273487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12734859.000000 Penalty: 5687.952148
	Iteration 31Q: 3 clusters Score -1.273486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12734859.000000 Penalty: 5687.952148
	Iteration 32F: 3 clusters Score -1.273486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Entering Unmasked Estep 
Score: -2039407.125000 Penalty: 2395.382568
	Iteration 0F: 2 clusters Score -2039407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2028187.625000 Penalty: 4790.765137
	Iteration 0F: 3 clusters Score -2028188 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2032169.750000 Penalty: 4790.765137
	Iteration 1F: 3 clusters Score -2032170 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2032824.750000 Penalty: 4790.765137
	Iteration 2F: 3 clusters Score -2032825 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2033395.500000 Penalty: 4790.765137
	Iteration 3F: 3 clusters Score -2033396 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2033895.750000 Penalty: 4790.765137
	Iteration 4F: 3 clusters Score -2033896 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2034392.000000 Penalty: 4790.765137
	Iteration 5F: 3 clusters Score -2034392 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2034870.375000 Penalty: 4790.765137
	Iteration 6F: 3 clusters Score -2034870 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2035313.000000 Penalty: 4790.765137
	Iteration 7Q: 3 clusters Score -2035313 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2035704.375000 Penalty: 4790.765137
	Iteration 8Q: 3 clusters Score -2035704 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2036045.875000 Penalty: 4790.765137
	Iteration 9Q: 3 clusters Score -2036046 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2036399.250000 Penalty: 4790.765137
	Iteration 10Q: 3 clusters Score -2036399 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2036671.625000 Penalty: 4790.765137
	Iteration 11Q: 3 clusters Score -2036672 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2036887.375000 Penalty: 4790.765137
	Iteration 12Q: 3 clusters Score -2036887 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2037043.625000 Penalty: 4790.765137
	Iteration 13Q: 3 clusters Score -2037044 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2037163.875000 Penalty: 4790.765137
	Iteration 14Q: 3 clusters Score -2037164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2037249.750000 Penalty: 4790.765137
	Iteration 15Q: 3 clusters Score -2037250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2037333.875000 Penalty: 4790.765137
	Iteration 16Q: 3 clusters Score -2037334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2037416.500000 Penalty: 4790.765137
	Iteration 17Q: 3 clusters Score -2037416 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2037494.125000 Penalty: 4790.765137
	Iteration 18Q: 3 clusters Score -2037494 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2037565.625000 Penalty: 4790.765137
	Iteration 19Q: 3 clusters Score -2037566 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2037628.000000 Penalty: 4790.765137
	Iteration 20F: 3 clusters Score -2037628 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2037668.500000 Penalty: 4790.765137
	Iteration 21Q: 3 clusters Score -2037668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2037704.125000 Penalty: 4790.765137
	Iteration 22Q: 3 clusters Score -2037704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2037735.125000 Penalty: 4790.765137
	Iteration 23Q: 3 clusters Score -2037735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2037766.625000 Penalty: 4790.765137
	Iteration 24Q: 3 clusters Score -2037767 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2037804.500000 Penalty: 4790.765137
	Iteration 25Q: 3 clusters Score -2037804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2037831.625000 Penalty: 4790.765137
	Iteration 26Q: 3 clusters Score -2037832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2037854.125000 Penalty: 4790.765137
	Iteration 27Q: 3 clusters Score -2037854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2037876.000000 Penalty: 4790.765137
	Iteration 28Q: 3 clusters Score -2037876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2037899.625000 Penalty: 4790.765137
	Iteration 29Q: 3 clusters Score -2037900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2037931.625000 Penalty: 4790.765137
	Iteration 30Q: 3 clusters Score -2037932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2037949.000000 Penalty: 4790.765137
	Iteration 31Q: 3 clusters Score -2037949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2037976.625000 Penalty: 4790.765137
	Iteration 32Q: 3 clusters Score -2037977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2038002.750000 Penalty: 4790.765137
	Iteration 33Q: 3 clusters Score -2038003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2038028.125000 Penalty: 4790.765137
	Iteration 34Q: 3 clusters Score -2038028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2038051.875000 Penalty: 4790.765137
	Iteration 35Q: 3 clusters Score -2038052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2038072.375000 Penalty: 4790.765137
	Iteration 36Q: 3 clusters Score -2038072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2038090.750000 Penalty: 4790.765137
	Iteration 37Q: 3 clusters Score -2038091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2038105.625000 Penalty: 4790.765137
	Iteration 38Q: 3 clusters Score -2038106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2038110.125000 Penalty: 4790.765137
	Iteration 39Q: 3 clusters Score -2038110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2038130.250000 Penalty: 4790.765137
	Iteration 40F: 3 clusters Score -2038130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2038136.625000 Penalty: 4790.765137
	Iteration 41Q: 3 clusters Score -2038137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2038146.625000 Penalty: 4790.765137
	Iteration 42Q: 3 clusters Score -2038147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2038155.250000 Penalty: 4790.765137
	Iteration 43Q: 3 clusters Score -2038155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2038162.000000 Penalty: 4790.765137
	Iteration 44Q: 3 clusters Score -2038162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2038170.125000 Penalty: 4790.765137
	Iteration 45Q: 3 clusters Score -2038170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2038183.625000 Penalty: 4790.765137
	Iteration 46Q: 3 clusters Score -2038184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2038196.250000 Penalty: 4790.765137
	Iteration 47Q: 3 clusters Score -2038196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2038207.250000 Penalty: 4790.765137
	Iteration 48Q: 3 clusters Score -2038207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2038208.750000 Penalty: 4790.765137
	Iteration 49Q: 3 clusters Score -2038209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2038220.875000 Penalty: 4790.765137
	Iteration 50Q: 3 clusters Score -2038221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2038225.250000 Penalty: 4790.765137
	Iteration 51Q: 3 clusters Score -2038225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2038229.375000 Penalty: 4790.765137
	Iteration 52Q: 3 clusters Score -2038229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2038228.625000 Penalty: 4790.765137
	Iteration 53Q: 3 clusters Score -2038229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2038237.000000 Penalty: 4790.765137
	Iteration 54Q: 3 clusters Score -2038237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2038238.125000 Penalty: 4790.765137
	Iteration 55Q: 3 clusters Score -2038238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2038248.375000 Penalty: 4790.765137
	Iteration 56Q: 3 clusters Score -2038248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2038250.750000 Penalty: 4790.765137
	Iteration 57Q: 3 clusters Score -2038251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2038254.750000 Penalty: 4790.765137
	Iteration 58Q: 3 clusters Score -2038255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2038261.625000 Penalty: 4790.765137
	Iteration 59Q: 3 clusters Score -2038262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2038265.250000 Penalty: 4790.765137
	Iteration 60F: 3 clusters Score -2038265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2038268.625000 Penalty: 4790.765137
	Iteration 61Q: 3 clusters Score -2038269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2038283.875000 Penalty: 4790.765137
	Iteration 62Q: 3 clusters Score -2038284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2038287.125000 Penalty: 4790.765137
	Iteration 63Q: 3 clusters Score -2038287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2038293.750000 Penalty: 4790.765137
	Iteration 64Q: 3 clusters Score -2038294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2038294.875000 Penalty: 4790.765137
	Iteration 65Q: 3 clusters Score -2038295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2038302.625000 Penalty: 4790.765137
	Iteration 66Q: 3 clusters Score -2038303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2038307.625000 Penalty: 4790.765137
	Iteration 67Q: 3 clusters Score -2038308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2038312.000000 Penalty: 4790.765137
	Iteration 68Q: 3 clusters Score -2038312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2038314.000000 Penalty: 4790.765137
	Iteration 69Q: 3 clusters Score -2038314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2038312.125000 Penalty: 4790.765137
	Iteration 70Q: 3 clusters Score -2038312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2038316.625000 Penalty: 4790.765137
	Iteration 71Q: 3 clusters Score -2038317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2038318.500000 Penalty: 4790.765137
	Iteration 72Q: 3 clusters Score -2038318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2038319.125000 Penalty: 4790.765137
	Iteration 73Q: 3 clusters Score -2038319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2038321.500000 Penalty: 4790.765137
	Iteration 74Q: 3 clusters Score -2038322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2038323.125000 Penalty: 4790.765137
	Iteration 75Q: 3 clusters Score -2038323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2038323.875000 Penalty: 4790.765137
	Iteration 76Q: 3 clusters Score -2038324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2038324.000000 Penalty: 4790.765137
	Iteration 77Q: 3 clusters Score -2038324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2038329.875000 Penalty: 4790.765137
	Iteration 78Q: 3 clusters Score -2038330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2038330.000000 Penalty: 4790.765137
	Iteration 79Q: 3 clusters Score -2038330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2038330.000000 Penalty: 4790.765137
	Iteration 80F: 3 clusters Score -2038330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -447775.156250 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -447775.2 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 1738 members 
Entering Unmasked Estep 
Score: -444187.906250 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -444187.9 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -445024.156250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -445024.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -445190.375000 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -445190.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -445277.968750 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -445278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -445347.437500 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -445347.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -445396.750000 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -445396.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -445430.718750 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -445430.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445455.468750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -445455.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -445472.812500 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -445472.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -445488.875000 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -445488.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -445507.531250 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -445507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -445516.750000 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -445516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -445529.500000 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -445529.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -445549.156250 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -445549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -445567.406250 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -445567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -445582.531250 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -445582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -445595.468750 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -445595.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -445608.718750 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -445608.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -445623.937500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -445623.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -445641.031250 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -445641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -445656.656250 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -445656.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -445672.500000 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -445672.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -445687.031250 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -445687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -445700.500000 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -445700.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -445711.750000 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -445711.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -445725.156250 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -445725.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -445739.031250 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -445739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -445747.187500 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -445747.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -445756.218750 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -445756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -445766.718750 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -445766.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -445778.062500 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -445778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -445787.718750 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -445787.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -445798.281250 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -445798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -445812.312500 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -445812.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -445826.531250 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -445826.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -445838.000000 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -445838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -445845.437500 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -445845.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -445857.437500 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -445857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -445871.750000 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -445871.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -445888.375000 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -445888.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -445902.062500 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -445902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -445916.562500 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -445916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -445931.031250 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -445931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -445945.562500 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -445945.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -445960.843750 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -445960.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -445975.937500 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -445975.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -445994.500000 Penalty: 4056.187012
	Iteration 46Q: 3 clusters Score -445994.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -446007.687500 Penalty: 4056.187012
	Iteration 47Q: 3 clusters Score -446007.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -446017.968750 Penalty: 4056.187012
	Iteration 48Q: 3 clusters Score -446018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -446027.437500 Penalty: 4056.187012
	Iteration 49Q: 3 clusters Score -446027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -446037.281250 Penalty: 4056.187012
	Iteration 50Q: 3 clusters Score -446037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -446046.437500 Penalty: 4056.187012
	Iteration 51Q: 3 clusters Score -446046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -446053.843750 Penalty: 4056.187012
	Iteration 52Q: 3 clusters Score -446053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -446061.718750 Penalty: 4056.187012
	Iteration 53Q: 3 clusters Score -446061.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -446068.062500 Penalty: 4056.187012
	Iteration 54Q: 3 clusters Score -446068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -446074.812500 Penalty: 4056.187012
	Iteration 55Q: 3 clusters Score -446074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -446080.218750 Penalty: 4056.187012
	Iteration 56Q: 3 clusters Score -446080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -446087.093750 Penalty: 4056.187012
	Iteration 57Q: 3 clusters Score -446087.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -446094.281250 Penalty: 4056.187012
	Iteration 58Q: 3 clusters Score -446094.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -446103.093750 Penalty: 4056.187012
	Iteration 59Q: 3 clusters Score -446103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -446115.718750 Penalty: 4056.187012
	Iteration 60F: 3 clusters Score -446115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -446123.718750 Penalty: 4056.187012
	Iteration 61Q: 3 clusters Score -446123.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -446129.062500 Penalty: 4056.187012
	Iteration 62Q: 3 clusters Score -446129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -446132.875000 Penalty: 4056.187012
	Iteration 63Q: 3 clusters Score -446132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -446138.125000 Penalty: 4056.187012
	Iteration 64Q: 3 clusters Score -446138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -446139.937500 Penalty: 4056.187012
	Iteration 65Q: 3 clusters Score -446139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -446140.375000 Penalty: 4056.187012
	Iteration 66Q: 3 clusters Score -446140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -446142.656250 Penalty: 4056.187012
	Iteration 67Q: 3 clusters Score -446142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -446144.312500 Penalty: 4056.187012
	Iteration 68Q: 3 clusters Score -446144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -446148.750000 Penalty: 4056.187012
	Iteration 69Q: 3 clusters Score -446148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -446150.656250 Penalty: 4056.187012
	Iteration 70Q: 3 clusters Score -446150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -446152.437500 Penalty: 4056.187012
	Iteration 71Q: 3 clusters Score -446152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -446154.375000 Penalty: 4056.187012
	Iteration 72Q: 3 clusters Score -446154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -446157.906250 Penalty: 4056.187012
	Iteration 73Q: 3 clusters Score -446157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -446161.343750 Penalty: 4056.187012
	Iteration 74Q: 3 clusters Score -446161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -446163.062500 Penalty: 4056.187012
	Iteration 75Q: 3 clusters Score -446163.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -446166.312500 Penalty: 4056.187012
	Iteration 76Q: 3 clusters Score -446166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -446167.875000 Penalty: 4056.187012
	Iteration 77Q: 3 clusters Score -446167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -446170.781250 Penalty: 4056.187012
	Iteration 78Q: 3 clusters Score -446170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -446172.468750 Penalty: 4056.187012
	Iteration 79Q: 3 clusters Score -446172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -446176.562500 Penalty: 4056.187012
	Iteration 80F: 3 clusters Score -446176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -446179.125000 Penalty: 4056.187012
	Iteration 81Q: 3 clusters Score -446179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -446180.468750 Penalty: 4056.187012
	Iteration 82Q: 3 clusters Score -446180.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -446181.875000 Penalty: 4056.187012
	Iteration 83Q: 3 clusters Score -446181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -446182.593750 Penalty: 4056.187012
	Iteration 84Q: 3 clusters Score -446182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -446182.593750 Penalty: 4056.187012
	Iteration 85F: 3 clusters Score -446182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -491441.781250 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -491441.8 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 2008 members 
Entering Unmasked Estep 
Score: -487511.187500 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -487511.2 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -488487.281250 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -488487.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -488739.218750 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -488739.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -488901.593750 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -488901.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -489024.750000 Penalty: 4114.468262
	Iteration 4Q: 3 clusters Score -489024.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -489134.781250 Penalty: 4114.468262
	Iteration 5Q: 3 clusters Score -489134.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -489281.781250 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -489281.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -489434.968750 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -489435 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -489608.187500 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -489608.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -489817.812500 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -489817.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -489987.750000 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -489987.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -490108.531250 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -490108.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -490199.062500 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -490199.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -490279.531250 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -490279.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -490361.375000 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -490361.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -490432.312500 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -490432.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -490490.843750 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -490490.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -490539.906250 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -490539.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -490580.562500 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -490580.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -490620.875000 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -490620.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -490677.843750 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -490677.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -490721.562500 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -490721.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -490764.750000 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -490764.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -490797.687500 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -490797.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -490823.937500 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -490823.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -490851.562500 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -490851.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -490874.093750 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -490874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -490891.562500 Penalty: 4114.468262
	Iteration 27Q: 3 clusters Score -490891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -490908.625000 Penalty: 4114.468262
	Iteration 28Q: 3 clusters Score -490908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -490916.812500 Penalty: 4114.468262
	Iteration 29Q: 3 clusters Score -490916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -490921.875000 Penalty: 4114.468262
	Iteration 30Q: 3 clusters Score -490921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -490922.687500 Penalty: 4114.468262
	Iteration 31Q: 3 clusters Score -490922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -490928.093750 Penalty: 4114.468262
	Iteration 32Q: 3 clusters Score -490928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -490930.187500 Penalty: 4114.468262
	Iteration 33Q: 3 clusters Score -490930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -490931.437500 Penalty: 4114.468262
	Iteration 34Q: 3 clusters Score -490931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -490933.750000 Penalty: 4114.468262
	Iteration 35Q: 3 clusters Score -490933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -490937.281250 Penalty: 4114.468262
	Iteration 36Q: 3 clusters Score -490937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -490938.156250 Penalty: 4114.468262
	Iteration 37Q: 3 clusters Score -490938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -490938.781250 Penalty: 4114.468262
	Iteration 38Q: 3 clusters Score -490938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -490941.125000 Penalty: 4114.468262
	Iteration 39Q: 3 clusters Score -490941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -490941.656250 Penalty: 4114.468262
	Iteration 40F: 3 clusters Score -490941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 669 members 
Entering Unmasked Estep 
Score: -163537.218750 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163537.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164062.796875 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164062.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164592.359375 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164592.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165423.921875 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165423.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -166165.609375 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -166165.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166384.093750 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -166384.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166443.484375 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -166443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166462.625000 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -166462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166492.546875 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166512.531250 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166525.750000 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -166525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166529.921875 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -166529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166530.593750 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -166530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166530.593750 Penalty: 3572.150391
	Iteration 13F: 3 clusters Score -166530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228744 members 
Mstep: Class 7 contains 66623 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98051 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 130546 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 133849 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95573 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 132365 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 825 members 
Entering Unmasked Estep 
Score: -181126560.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181127344.000000 to -181126560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (132365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Entering Unmasked Estep 
Score: -16518401.000000 Penalty: 2924.743164
	Iteration 0F: 2 clusters Score -1.65184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -16429995.000000 Penalty: 5849.486328
	Iteration 0F: 3 clusters Score -1.643e+07 nChanged 62769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -16466841.000000 Penalty: 5849.486328
	Iteration 1F: 3 clusters Score -1.646684e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -16468231.000000 Penalty: 5849.486328
	Iteration 2Q: 3 clusters Score -1.646823e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -16469949.000000 Penalty: 5849.486328
	Iteration 3Q: 3 clusters Score -1.646995e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -16472223.000000 Penalty: 5849.486328
	Iteration 4Q: 3 clusters Score -1.647222e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -16475816.000000 Penalty: 5849.486328
	Iteration 5F: 3 clusters Score -1.647582e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -16480904.000000 Penalty: 5849.486328
	Iteration 6F: 3 clusters Score -1.64809e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -16487254.000000 Penalty: 5849.486328
	Iteration 7F: 3 clusters Score -1.648725e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -16494562.000000 Penalty: 5849.486328
	Iteration 8F: 3 clusters Score -1.649456e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -16500878.000000 Penalty: 5849.486328
	Iteration 9F: 3 clusters Score -1.650088e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 112844 members 
Entering Unmasked Estep 
Score: -16505350.000000 Penalty: 5849.486328
	Iteration 10Q: 3 clusters Score -1.650535e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -16508325.000000 Penalty: 5849.486328
	Iteration 11Q: 3 clusters Score -1.650832e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -16510210.000000 Penalty: 5849.486328
	Iteration 12Q: 3 clusters Score -1.651021e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -16511444.000000 Penalty: 5849.486328
	Iteration 13Q: 3 clusters Score -1.651144e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -16512357.000000 Penalty: 5849.486328
	Iteration 14Q: 3 clusters Score -1.651236e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -16513106.000000 Penalty: 5849.486328
	Iteration 15Q: 3 clusters Score -1.651311e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -16513688.000000 Penalty: 5849.486328
	Iteration 16Q: 3 clusters Score -1.651369e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -16514202.000000 Penalty: 5849.486328
	Iteration 17Q: 3 clusters Score -1.65142e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -16514599.000000 Penalty: 5849.486328
	Iteration 18Q: 3 clusters Score -1.65146e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -16514879.000000 Penalty: 5849.486328
	Iteration 19Q: 3 clusters Score -1.651488e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -16515084.000000 Penalty: 5849.486328
	Iteration 20F: 3 clusters Score -1.651508e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -16515261.000000 Penalty: 5849.486328
	Iteration 21Q: 3 clusters Score -1.651526e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 129762 members 
Entering Unmasked Estep 
Score: -16515445.000000 Penalty: 5849.486328
	Iteration 22Q: 3 clusters Score -1.651544e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -16515550.000000 Penalty: 5849.486328
	Iteration 23Q: 3 clusters Score -1.651555e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -16515590.000000 Penalty: 5849.486328
	Iteration 24Q: 3 clusters Score -1.651559e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -16515650.000000 Penalty: 5849.486328
	Iteration 25Q: 3 clusters Score -1.651565e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 130651 members 
Entering Unmasked Estep 
Score: -16515738.000000 Penalty: 5849.486328
	Iteration 26Q: 3 clusters Score -1.651574e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 130791 members 
Entering Unmasked Estep 
Score: -16515773.000000 Penalty: 5849.486328
	Iteration 27Q: 3 clusters Score -1.651577e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -16515816.000000 Penalty: 5849.486328
	Iteration 28Q: 3 clusters Score -1.651582e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -16515846.000000 Penalty: 5849.486328
	Iteration 29Q: 3 clusters Score -1.651585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 131098 members 
Entering Unmasked Estep 
Score: -16515903.000000 Penalty: 5849.486328
	Iteration 30Q: 3 clusters Score -1.65159e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -16515911.000000 Penalty: 5849.486328
	Iteration 31Q: 3 clusters Score -1.651591e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -16515944.000000 Penalty: 5849.486328
	Iteration 32Q: 3 clusters Score -1.651594e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -16515981.000000 Penalty: 5849.486328
	Iteration 33Q: 3 clusters Score -1.651598e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 131313 members 
Entering Unmasked Estep 
Score: -16516000.000000 Penalty: 5849.486328
	Iteration 34Q: 3 clusters Score -1.6516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
Score: -16516045.000000 Penalty: 5849.486328
	Iteration 35Q: 3 clusters Score -1.651604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 131390 members 
Entering Unmasked Estep 
Score: -16516076.000000 Penalty: 5849.486328
	Iteration 36Q: 3 clusters Score -1.651608e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -16516104.000000 Penalty: 5849.486328
	Iteration 37Q: 3 clusters Score -1.65161e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -16516110.000000 Penalty: 5849.486328
	Iteration 38Q: 3 clusters Score -1.651611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 131487 members 
Entering Unmasked Estep 
Score: -16516130.000000 Penalty: 5849.486328
	Iteration 39Q: 3 clusters Score -1.651613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -16516146.000000 Penalty: 5849.486328
	Iteration 40F: 3 clusters Score -1.651615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -16516150.000000 Penalty: 5849.486328
	Iteration 41Q: 3 clusters Score -1.651615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -16516172.000000 Penalty: 5849.486328
	Iteration 42Q: 3 clusters Score -1.651617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 131534 members 
Entering Unmasked Estep 
Score: -16516171.000000 Penalty: 5849.486328
	Iteration 43Q: 3 clusters Score -1.651617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 131537 members 
Entering Unmasked Estep 
Score: -16516173.000000 Penalty: 5849.486328
	Iteration 44Q: 3 clusters Score -1.651617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 131541 members 
Entering Unmasked Estep 
Score: -16516171.000000 Penalty: 5849.486328
	Iteration 45Q: 3 clusters Score -1.651617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -16516168.000000 Penalty: 5849.486328
	Iteration 46Q: 3 clusters Score -1.651617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 131544 members 
Entering Unmasked Estep 
Score: -16516180.000000 Penalty: 5849.486328
	Iteration 47Q: 3 clusters Score -1.651618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -16516179.000000 Penalty: 5849.486328
	Iteration 48Q: 3 clusters Score -1.651618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -16516179.000000 Penalty: 5849.486328
	Iteration 49F: 3 clusters Score -1.651618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Entering Unmasked Estep 
Score: -9526430.000000 Penalty: 2772.974121
	Iteration 0F: 2 clusters Score -9526430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -9478010.000000 Penalty: 5545.948242
	Iteration 0F: 3 clusters Score -9478010 nChanged 33747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -9497357.000000 Penalty: 5545.948242
	Iteration 1F: 3 clusters Score -9497357 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9498205.000000 Penalty: 5545.948242
	Iteration 2Q: 3 clusters Score -9498205 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -9499207.000000 Penalty: 5545.948242
	Iteration 3Q: 3 clusters Score -9499207 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -9500693.000000 Penalty: 5545.948242
	Iteration 4Q: 3 clusters Score -9500693 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -9503031.000000 Penalty: 5545.948242
	Iteration 5F: 3 clusters Score -9503031 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -9506378.000000 Penalty: 5545.948242
	Iteration 6F: 3 clusters Score -9506378 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -9510746.000000 Penalty: 5545.948242
	Iteration 7F: 3 clusters Score -9510746 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -9515181.000000 Penalty: 5545.948242
	Iteration 8F: 3 clusters Score -9515181 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -9518739.000000 Penalty: 5545.948242
	Iteration 9F: 3 clusters Score -9518739 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9521146.000000 Penalty: 5545.948242
	Iteration 10Q: 3 clusters Score -9521146 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -9522525.000000 Penalty: 5545.948242
	Iteration 11Q: 3 clusters Score -9522525 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9523180.000000 Penalty: 5545.948242
	Iteration 12Q: 3 clusters Score -9523180 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9523540.000000 Penalty: 5545.948242
	Iteration 13Q: 3 clusters Score -9523540 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9523792.000000 Penalty: 5545.948242
	Iteration 14Q: 3 clusters Score -9523792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9523908.000000 Penalty: 5545.948242
	Iteration 15Q: 3 clusters Score -9523908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9523962.000000 Penalty: 5545.948242
	Iteration 16Q: 3 clusters Score -9523962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9524002.000000 Penalty: 5545.948242
	Iteration 17Q: 3 clusters Score -9524002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9524027.000000 Penalty: 5545.948242
	Iteration 18Q: 3 clusters Score -9524027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9524075.000000 Penalty: 5545.948242
	Iteration 19Q: 3 clusters Score -9524075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9524095.000000 Penalty: 5545.948242
	Iteration 20F: 3 clusters Score -9524095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9524120.000000 Penalty: 5545.948242
	Iteration 21Q: 3 clusters Score -9524120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9524111.000000 Penalty: 5545.948242
	Iteration 22Q: 3 clusters Score -9524111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9524102.000000 Penalty: 5545.948242
	Iteration 23Q: 3 clusters Score -9524102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9524109.000000 Penalty: 5545.948242
	Iteration 24Q: 3 clusters Score -9524109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9524113.000000 Penalty: 5545.948242
	Iteration 25Q: 3 clusters Score -9524113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9524109.000000 Penalty: 5545.948242
	Iteration 26Q: 3 clusters Score -9524109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9524116.000000 Penalty: 5545.948242
	Iteration 27Q: 3 clusters Score -9524116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9524115.000000 Penalty: 5545.948242
	Iteration 28Q: 3 clusters Score -9524115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9524117.000000 Penalty: 5545.948242
	Iteration 29Q: 3 clusters Score -9524117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9524120.000000 Penalty: 5545.948242
	Iteration 30Q: 3 clusters Score -9524120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9524119.000000 Penalty: 5545.948242
	Iteration 31Q: 3 clusters Score -9524119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9524116.000000 Penalty: 5545.948242
	Iteration 32Q: 3 clusters Score -9524116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9524117.000000 Penalty: 5545.948242
	Iteration 33Q: 3 clusters Score -9524117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9524111.000000 Penalty: 5545.948242
	Iteration 34Q: 3 clusters Score -9524111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9524111.000000 Penalty: 5545.948242
	Iteration 35F: 3 clusters Score -9524111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Entering Unmasked Estep 
Score: -2331255.750000 Penalty: 2418.920166
	Iteration 0F: 2 clusters Score -2331256 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 8651 members 
Entering Unmasked Estep 
Score: -2318947.250000 Penalty: 4837.840332
	Iteration 0F: 3 clusters Score -2318947 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2322956.500000 Penalty: 4837.840332
	Iteration 1F: 3 clusters Score -2322956 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2323412.000000 Penalty: 4837.840332
	Iteration 2F: 3 clusters Score -2323412 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2323890.000000 Penalty: 4837.840332
	Iteration 3F: 3 clusters Score -2323890 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2324498.750000 Penalty: 4837.840332
	Iteration 4F: 3 clusters Score -2324499 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2325388.500000 Penalty: 4837.840332
	Iteration 5F: 3 clusters Score -2325388 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2326651.500000 Penalty: 4837.840332
	Iteration 6F: 3 clusters Score -2326652 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2327977.750000 Penalty: 4837.840332
	Iteration 7F: 3 clusters Score -2327978 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2328884.250000 Penalty: 4837.840332
	Iteration 8F: 3 clusters Score -2328884 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2329443.750000 Penalty: 4837.840332
	Iteration 9F: 3 clusters Score -2329444 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2329761.500000 Penalty: 4837.840332
	Iteration 10Q: 3 clusters Score -2329762 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2329973.000000 Penalty: 4837.840332
	Iteration 11Q: 3 clusters Score -2329973 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2330137.500000 Penalty: 4837.840332
	Iteration 12Q: 3 clusters Score -2330138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2330249.500000 Penalty: 4837.840332
	Iteration 13Q: 3 clusters Score -2330250 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2330350.250000 Penalty: 4837.840332
	Iteration 14Q: 3 clusters Score -2330350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2330402.500000 Penalty: 4837.840332
	Iteration 15Q: 3 clusters Score -2330402 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2330463.500000 Penalty: 4837.840332
	Iteration 16Q: 3 clusters Score -2330464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2330491.500000 Penalty: 4837.840332
	Iteration 17Q: 3 clusters Score -2330492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2330518.250000 Penalty: 4837.840332
	Iteration 18Q: 3 clusters Score -2330518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2330548.750000 Penalty: 4837.840332
	Iteration 19Q: 3 clusters Score -2330549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2330564.000000 Penalty: 4837.840332
	Iteration 20F: 3 clusters Score -2330564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2330584.000000 Penalty: 4837.840332
	Iteration 21Q: 3 clusters Score -2330584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2330585.500000 Penalty: 4837.840332
	Iteration 22Q: 3 clusters Score -2330586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2330597.500000 Penalty: 4837.840332
	Iteration 23Q: 3 clusters Score -2330598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2330608.500000 Penalty: 4837.840332
	Iteration 24Q: 3 clusters Score -2330608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2330615.500000 Penalty: 4837.840332
	Iteration 25Q: 3 clusters Score -2330616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2330620.250000 Penalty: 4837.840332
	Iteration 26Q: 3 clusters Score -2330620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2330621.250000 Penalty: 4837.840332
	Iteration 27Q: 3 clusters Score -2330621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2330621.500000 Penalty: 4837.840332
	Iteration 28Q: 3 clusters Score -2330622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2330625.750000 Penalty: 4837.840332
	Iteration 29Q: 3 clusters Score -2330626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2330628.250000 Penalty: 4837.840332
	Iteration 30Q: 3 clusters Score -2330628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2330627.750000 Penalty: 4837.840332
	Iteration 31Q: 3 clusters Score -2330628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2330629.250000 Penalty: 4837.840332
	Iteration 32Q: 3 clusters Score -2330629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2330631.250000 Penalty: 4837.840332
	Iteration 33Q: 3 clusters Score -2330631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2330634.750000 Penalty: 4837.840332
	Iteration 34Q: 3 clusters Score -2330635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2330633.750000 Penalty: 4837.840332
	Iteration 35Q: 3 clusters Score -2330634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2330637.750000 Penalty: 4837.840332
	Iteration 36Q: 3 clusters Score -2330638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2330639.750000 Penalty: 4837.840332
	Iteration 37Q: 3 clusters Score -2330640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2330640.250000 Penalty: 4837.840332
	Iteration 38Q: 3 clusters Score -2330640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2330640.250000 Penalty: 4837.840332
	Iteration 39F: 3 clusters Score -2330640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2835708.000000 Penalty: 2476.901611
	Iteration 0F: 2 clusters Score -2835708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2820456.250000 Penalty: 4953.803223
	Iteration 0F: 3 clusters Score -2820456 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2825580.500000 Penalty: 4953.803223
	Iteration 1F: 3 clusters Score -2825580 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2826072.500000 Penalty: 4953.803223
	Iteration 2F: 3 clusters Score -2826072 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2826589.250000 Penalty: 4953.803223
	Iteration 3F: 3 clusters Score -2826589 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2827234.000000 Penalty: 4953.803223
	Iteration 4F: 3 clusters Score -2827234 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2828065.000000 Penalty: 4953.803223
	Iteration 5F: 3 clusters Score -2828065 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2829037.000000 Penalty: 4953.803223
	Iteration 6F: 3 clusters Score -2829037 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2830050.000000 Penalty: 4953.803223
	Iteration 7F: 3 clusters Score -2830050 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2830916.500000 Penalty: 4953.803223
	Iteration 8F: 3 clusters Score -2830916 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2831637.500000 Penalty: 4953.803223
	Iteration 9F: 3 clusters Score -2831638 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2832196.500000 Penalty: 4953.803223
	Iteration 10Q: 3 clusters Score -2832196 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2832665.500000 Penalty: 4953.803223
	Iteration 11Q: 3 clusters Score -2832666 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2833014.500000 Penalty: 4953.803223
	Iteration 12Q: 3 clusters Score -2833014 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2833258.250000 Penalty: 4953.803223
	Iteration 13Q: 3 clusters Score -2833258 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2833387.750000 Penalty: 4953.803223
	Iteration 14Q: 3 clusters Score -2833388 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2833471.000000 Penalty: 4953.803223
	Iteration 15Q: 3 clusters Score -2833471 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2833515.000000 Penalty: 4953.803223
	Iteration 16Q: 3 clusters Score -2833515 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2833548.000000 Penalty: 4953.803223
	Iteration 17Q: 3 clusters Score -2833548 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2833565.750000 Penalty: 4953.803223
	Iteration 18Q: 3 clusters Score -2833566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2833599.000000 Penalty: 4953.803223
	Iteration 19Q: 3 clusters Score -2833599 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2833613.500000 Penalty: 4953.803223
	Iteration 20F: 3 clusters Score -2833614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2833618.500000 Penalty: 4953.803223
	Iteration 21Q: 3 clusters Score -2833618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2833631.500000 Penalty: 4953.803223
	Iteration 22Q: 3 clusters Score -2833632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2833630.750000 Penalty: 4953.803223
	Iteration 23Q: 3 clusters Score -2833631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2833636.750000 Penalty: 4953.803223
	Iteration 24Q: 3 clusters Score -2833637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2833636.500000 Penalty: 4953.803223
	Iteration 25Q: 3 clusters Score -2833636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2833645.750000 Penalty: 4953.803223
	Iteration 26Q: 3 clusters Score -2833646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2833661.000000 Penalty: 4953.803223
	Iteration 27Q: 3 clusters Score -2833661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2833668.500000 Penalty: 4953.803223
	Iteration 28Q: 3 clusters Score -2833668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2833664.250000 Penalty: 4953.803223
	Iteration 29Q: 3 clusters Score -2833664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2833657.000000 Penalty: 4953.803223
	Iteration 30Q: 3 clusters Score -2833657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2833661.500000 Penalty: 4953.803223
	Iteration 31Q: 3 clusters Score -2833662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2833662.000000 Penalty: 4953.803223
	Iteration 32Q: 3 clusters Score -2833662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2833663.750000 Penalty: 4953.803223
	Iteration 33Q: 3 clusters Score -2833664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2833669.000000 Penalty: 4953.803223
	Iteration 34Q: 3 clusters Score -2833669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2833672.000000 Penalty: 4953.803223
	Iteration 35Q: 3 clusters Score -2833672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2833673.500000 Penalty: 4953.803223
	Iteration 36Q: 3 clusters Score -2833674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2833676.000000 Penalty: 4953.803223
	Iteration 37Q: 3 clusters Score -2833676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2833673.750000 Penalty: 4953.803223
	Iteration 38Q: 3 clusters Score -2833674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2833670.500000 Penalty: 4953.803223
	Iteration 39Q: 3 clusters Score -2833670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2833669.500000 Penalty: 4953.803223
	Iteration 40F: 3 clusters Score -2833670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2833682.500000 Penalty: 4953.803223
	Iteration 41Q: 3 clusters Score -2833682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2833685.000000 Penalty: 4953.803223
	Iteration 42Q: 3 clusters Score -2833685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2833683.750000 Penalty: 4953.803223
	Iteration 43Q: 3 clusters Score -2833684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2833687.750000 Penalty: 4953.803223
	Iteration 44Q: 3 clusters Score -2833688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2833690.750000 Penalty: 4953.803223
	Iteration 45Q: 3 clusters Score -2833691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2833697.500000 Penalty: 4953.803223
	Iteration 46Q: 3 clusters Score -2833698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2833701.500000 Penalty: 4953.803223
	Iteration 47Q: 3 clusters Score -2833702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2833695.250000 Penalty: 4953.803223
	Iteration 48Q: 3 clusters Score -2833695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2833691.500000 Penalty: 4953.803223
	Iteration 49Q: 3 clusters Score -2833692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2833696.000000 Penalty: 4953.803223
	Iteration 50Q: 3 clusters Score -2833696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2833692.500000 Penalty: 4953.803223
	Iteration 51Q: 3 clusters Score -2833692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2833696.250000 Penalty: 4953.803223
	Iteration 52Q: 3 clusters Score -2833696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2833706.750000 Penalty: 4953.803223
	Iteration 53Q: 3 clusters Score -2833707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2833707.000000 Penalty: 4953.803223
	Iteration 54Q: 3 clusters Score -2833707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2833708.000000 Penalty: 4953.803223
	Iteration 55Q: 3 clusters Score -2833708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2833709.250000 Penalty: 4953.803223
	Iteration 56Q: 3 clusters Score -2833709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2833709.500000 Penalty: 4953.803223
	Iteration 57Q: 3 clusters Score -2833710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2833713.750000 Penalty: 4953.803223
	Iteration 58Q: 3 clusters Score -2833714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2833713.750000 Penalty: 4953.803223
	Iteration 59Q: 3 clusters Score -2833714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2833713.000000 Penalty: 4953.803223
	Iteration 60F: 3 clusters Score -2833713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2833717.500000 Penalty: 4953.803223
	Iteration 61Q: 3 clusters Score -2833718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2833717.500000 Penalty: 4953.803223
	Iteration 62Q: 3 clusters Score -2833718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2833715.000000 Penalty: 4953.803223
	Iteration 63Q: 3 clusters Score -2833715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2833714.750000 Penalty: 4953.803223
	Iteration 64Q: 3 clusters Score -2833715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2833715.000000 Penalty: 4953.803223
	Iteration 65Q: 3 clusters Score -2833715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2833720.250000 Penalty: 4953.803223
	Iteration 66Q: 3 clusters Score -2833720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2833711.750000 Penalty: 4953.803223
	Iteration 67Q: 3 clusters Score -2833712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2833720.750000 Penalty: 4953.803223
	Iteration 68Q: 3 clusters Score -2833721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2833725.500000 Penalty: 4953.803223
	Iteration 69Q: 3 clusters Score -2833726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2833726.750000 Penalty: 4953.803223
	Iteration 70Q: 3 clusters Score -2833727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2833729.500000 Penalty: 4953.803223
	Iteration 71Q: 3 clusters Score -2833730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2833735.500000 Penalty: 4953.803223
	Iteration 72Q: 3 clusters Score -2833736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2833738.500000 Penalty: 4953.803223
	Iteration 73Q: 3 clusters Score -2833738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2833736.250000 Penalty: 4953.803223
	Iteration 74Q: 3 clusters Score -2833736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2833737.750000 Penalty: 4953.803223
	Iteration 75Q: 3 clusters Score -2833738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2833733.750000 Penalty: 4953.803223
	Iteration 76Q: 3 clusters Score -2833734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2833735.000000 Penalty: 4953.803223
	Iteration 77Q: 3 clusters Score -2833735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2833733.500000 Penalty: 4953.803223
	Iteration 78Q: 3 clusters Score -2833734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2833734.750000 Penalty: 4953.803223
	Iteration 79Q: 3 clusters Score -2833735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2833741.500000 Penalty: 4953.803223
	Iteration 80F: 3 clusters Score -2833742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2833741.500000 Penalty: 4953.803223
	Iteration 81Q: 3 clusters Score -2833742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2833746.250000 Penalty: 4953.803223
	Iteration 82Q: 3 clusters Score -2833746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2833755.250000 Penalty: 4953.803223
	Iteration 83Q: 3 clusters Score -2833755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2833754.000000 Penalty: 4953.803223
	Iteration 84Q: 3 clusters Score -2833754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2833755.750000 Penalty: 4953.803223
	Iteration 85Q: 3 clusters Score -2833756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2833757.000000 Penalty: 4953.803223
	Iteration 86Q: 3 clusters Score -2833757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2833753.250000 Penalty: 4953.803223
	Iteration 87Q: 3 clusters Score -2833753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2833752.000000 Penalty: 4953.803223
	Iteration 88Q: 3 clusters Score -2833752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2833756.250000 Penalty: 4953.803223
	Iteration 89Q: 3 clusters Score -2833756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2833753.500000 Penalty: 4953.803223
	Iteration 90Q: 3 clusters Score -2833754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2833756.500000 Penalty: 4953.803223
	Iteration 91Q: 3 clusters Score -2833756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2833765.250000 Penalty: 4953.803223
	Iteration 92Q: 3 clusters Score -2833765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2833771.500000 Penalty: 4953.803223
	Iteration 93Q: 3 clusters Score -2833772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2833769.250000 Penalty: 4953.803223
	Iteration 94Q: 3 clusters Score -2833769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2833773.250000 Penalty: 4953.803223
	Iteration 95Q: 3 clusters Score -2833773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2833780.500000 Penalty: 4953.803223
	Iteration 96Q: 3 clusters Score -2833780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2833788.250000 Penalty: 4953.803223
	Iteration 97Q: 3 clusters Score -2833788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2833790.250000 Penalty: 4953.803223
	Iteration 98Q: 3 clusters Score -2833790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2833791.500000 Penalty: 4953.803223
	Iteration 99Q: 3 clusters Score -2833792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2833793.000000 Penalty: 4953.803223
	Iteration 100F: 3 clusters Score -2833793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2833800.750000 Penalty: 4953.803223
	Iteration 101Q: 3 clusters Score -2833801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2833805.750000 Penalty: 4953.803223
	Iteration 102Q: 3 clusters Score -2833806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2833806.250000 Penalty: 4953.803223
	Iteration 103Q: 3 clusters Score -2833806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2833802.250000 Penalty: 4953.803223
	Iteration 104Q: 3 clusters Score -2833802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2833809.500000 Penalty: 4953.803223
	Iteration 105Q: 3 clusters Score -2833810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2833824.000000 Penalty: 4953.803223
	Iteration 106Q: 3 clusters Score -2833824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2833828.750000 Penalty: 4953.803223
	Iteration 107Q: 3 clusters Score -2833829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2833839.250000 Penalty: 4953.803223
	Iteration 108Q: 3 clusters Score -2833839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2833833.500000 Penalty: 4953.803223
	Iteration 109Q: 3 clusters Score -2833834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2833839.000000 Penalty: 4953.803223
	Iteration 110Q: 3 clusters Score -2833839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2833843.250000 Penalty: 4953.803223
	Iteration 111Q: 3 clusters Score -2833843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2833852.500000 Penalty: 4953.803223
	Iteration 112Q: 3 clusters Score -2833852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2833850.250000 Penalty: 4953.803223
	Iteration 113Q: 3 clusters Score -2833850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2833855.000000 Penalty: 4953.803223
	Iteration 114Q: 3 clusters Score -2833855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2833855.750000 Penalty: 4953.803223
	Iteration 115Q: 3 clusters Score -2833856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2833861.750000 Penalty: 4953.803223
	Iteration 116Q: 3 clusters Score -2833862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2833868.250000 Penalty: 4953.803223
	Iteration 117Q: 3 clusters Score -2833868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2833872.250000 Penalty: 4953.803223
	Iteration 118Q: 3 clusters Score -2833872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2833874.750000 Penalty: 4953.803223
	Iteration 119Q: 3 clusters Score -2833875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2833877.500000 Penalty: 4953.803223
	Iteration 120F: 3 clusters Score -2833878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2833871.250000 Penalty: 4953.803223
	Iteration 121Q: 3 clusters Score -2833871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2833875.000000 Penalty: 4953.803223
	Iteration 122Q: 3 clusters Score -2833875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2833877.250000 Penalty: 4953.803223
	Iteration 123Q: 3 clusters Score -2833877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2833873.250000 Penalty: 4953.803223
	Iteration 124Q: 3 clusters Score -2833873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2833878.000000 Penalty: 4953.803223
	Iteration 125Q: 3 clusters Score -2833878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2833876.750000 Penalty: 4953.803223
	Iteration 126Q: 3 clusters Score -2833877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2833876.500000 Penalty: 4953.803223
	Iteration 127Q: 3 clusters Score -2833876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2833877.750000 Penalty: 4953.803223
	Iteration 128Q: 3 clusters Score -2833878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2833881.000000 Penalty: 4953.803223
	Iteration 129Q: 3 clusters Score -2833881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2833880.250000 Penalty: 4953.803223
	Iteration 130Q: 3 clusters Score -2833880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2833879.750000 Penalty: 4953.803223
	Iteration 131Q: 3 clusters Score -2833880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2833869.250000 Penalty: 4953.803223
	Iteration 132Q: 3 clusters Score -2833869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2833866.750000 Penalty: 4953.803223
	Iteration 133Q: 3 clusters Score -2833867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2833873.500000 Penalty: 4953.803223
	Iteration 134Q: 3 clusters Score -2833874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2833876.500000 Penalty: 4953.803223
	Iteration 135Q: 3 clusters Score -2833876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2833878.500000 Penalty: 4953.803223
	Iteration 136Q: 3 clusters Score -2833878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2833879.000000 Penalty: 4953.803223
	Iteration 137Q: 3 clusters Score -2833879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2833882.250000 Penalty: 4953.803223
	Iteration 138Q: 3 clusters Score -2833882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2833883.750000 Penalty: 4953.803223
	Iteration 139Q: 3 clusters Score -2833884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2833884.750000 Penalty: 4953.803223
	Iteration 140F: 3 clusters Score -2833885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2833886.750000 Penalty: 4953.803223
	Iteration 141Q: 3 clusters Score -2833887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2833887.750000 Penalty: 4953.803223
	Iteration 142Q: 3 clusters Score -2833888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2833889.500000 Penalty: 4953.803223
	Iteration 143Q: 3 clusters Score -2833890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2833895.250000 Penalty: 4953.803223
	Iteration 144Q: 3 clusters Score -2833895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2833900.750000 Penalty: 4953.803223
	Iteration 145Q: 3 clusters Score -2833901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2833903.250000 Penalty: 4953.803223
	Iteration 146Q: 3 clusters Score -2833903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2833906.000000 Penalty: 4953.803223
	Iteration 147Q: 3 clusters Score -2833906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2833905.000000 Penalty: 4953.803223
	Iteration 148Q: 3 clusters Score -2833905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2833902.000000 Penalty: 4953.803223
	Iteration 149Q: 3 clusters Score -2833902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2833906.250000 Penalty: 4953.803223
	Iteration 150Q: 3 clusters Score -2833906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2833905.500000 Penalty: 4953.803223
	Iteration 151Q: 3 clusters Score -2833906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2833906.500000 Penalty: 4953.803223
	Iteration 152Q: 3 clusters Score -2833906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2833911.000000 Penalty: 4953.803223
	Iteration 153Q: 3 clusters Score -2833911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2833914.750000 Penalty: 4953.803223
	Iteration 154Q: 3 clusters Score -2833915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2833911.000000 Penalty: 4953.803223
	Iteration 155Q: 3 clusters Score -2833911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2833911.000000 Penalty: 4953.803223
	Iteration 156Q: 3 clusters Score -2833911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2833911.250000 Penalty: 4953.803223
	Iteration 157Q: 3 clusters Score -2833911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2833910.500000 Penalty: 4953.803223
	Iteration 158Q: 3 clusters Score -2833910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2833909.250000 Penalty: 4953.803223
	Iteration 159Q: 3 clusters Score -2833909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2833908.500000 Penalty: 4953.803223
	Iteration 160F: 3 clusters Score -2833908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -580928.687500 Penalty: 2113.303223
	Iteration 0F: 2 clusters Score -580928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -576409.187500 Penalty: 4226.606445
	Iteration 0F: 3 clusters Score -576409.2 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -577616.875000 Penalty: 4226.606445
	Iteration 1F: 3 clusters Score -577616.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -578037.187500 Penalty: 4226.606445
	Iteration 2F: 3 clusters Score -578037.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -578477.250000 Penalty: 4226.606445
	Iteration 3F: 3 clusters Score -578477.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -578953.375000 Penalty: 4226.606445
	Iteration 4F: 3 clusters Score -578953.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -579333.687500 Penalty: 4226.606445
	Iteration 5F: 3 clusters Score -579333.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -579625.562500 Penalty: 4226.606445
	Iteration 6F: 3 clusters Score -579625.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -579854.250000 Penalty: 4226.606445
	Iteration 7Q: 3 clusters Score -579854.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -580017.125000 Penalty: 4226.606445
	Iteration 8Q: 3 clusters Score -580017.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -580201.500000 Penalty: 4226.606445
	Iteration 9Q: 3 clusters Score -580201.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -580300.062500 Penalty: 4226.606445
	Iteration 10Q: 3 clusters Score -580300.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -580378.187500 Penalty: 4226.606445
	Iteration 11Q: 3 clusters Score -580378.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -580444.062500 Penalty: 4226.606445
	Iteration 12Q: 3 clusters Score -580444.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -580491.812500 Penalty: 4226.606445
	Iteration 13Q: 3 clusters Score -580491.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -580517.687500 Penalty: 4226.606445
	Iteration 14Q: 3 clusters Score -580517.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -580528.687500 Penalty: 4226.606445
	Iteration 15Q: 3 clusters Score -580528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -580538.062500 Penalty: 4226.606445
	Iteration 16Q: 3 clusters Score -580538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -580543.875000 Penalty: 4226.606445
	Iteration 17Q: 3 clusters Score -580543.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -580547.000000 Penalty: 4226.606445
	Iteration 18Q: 3 clusters Score -580547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -580549.312500 Penalty: 4226.606445
	Iteration 19Q: 3 clusters Score -580549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -580549.937500 Penalty: 4226.606445
	Iteration 20F: 3 clusters Score -580549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -580553.062500 Penalty: 4226.606445
	Iteration 21Q: 3 clusters Score -580553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -580553.812500 Penalty: 4226.606445
	Iteration 22Q: 3 clusters Score -580553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -580555.500000 Penalty: 4226.606445
	Iteration 23Q: 3 clusters Score -580555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -580555.937500 Penalty: 4226.606445
	Iteration 24Q: 3 clusters Score -580555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -580555.937500 Penalty: 4226.606445
	Iteration 25F: 3 clusters Score -580555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -1229493.500000 Penalty: 2265.525879
	Iteration 0F: 2 clusters Score -1229494 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 4661 members 
Entering Unmasked Estep 
Score: -1222276.375000 Penalty: 4531.051758
	Iteration 0F: 3 clusters Score -1222276 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1224439.375000 Penalty: 4531.051758
	Iteration 1F: 3 clusters Score -1224439 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1224897.000000 Penalty: 4531.051758
	Iteration 2F: 3 clusters Score -1224897 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1225441.125000 Penalty: 4531.051758
	Iteration 3F: 3 clusters Score -1225441 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1226006.125000 Penalty: 4531.051758
	Iteration 4F: 3 clusters Score -1226006 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1226503.875000 Penalty: 4531.051758
	Iteration 5F: 3 clusters Score -1226504 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1226947.750000 Penalty: 4531.051758
	Iteration 6F: 3 clusters Score -1226948 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1227331.625000 Penalty: 4531.051758
	Iteration 7F: 3 clusters Score -1227332 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1227680.875000 Penalty: 4531.051758
	Iteration 8Q: 3 clusters Score -1227681 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1228024.625000 Penalty: 4531.051758
	Iteration 9Q: 3 clusters Score -1228025 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1228311.125000 Penalty: 4531.051758
	Iteration 10Q: 3 clusters Score -1228311 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1228503.750000 Penalty: 4531.051758
	Iteration 11Q: 3 clusters Score -1228504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1228616.875000 Penalty: 4531.051758
	Iteration 12Q: 3 clusters Score -1228617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1228679.375000 Penalty: 4531.051758
	Iteration 13Q: 3 clusters Score -1228679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1228710.500000 Penalty: 4531.051758
	Iteration 14Q: 3 clusters Score -1228710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1228743.000000 Penalty: 4531.051758
	Iteration 15Q: 3 clusters Score -1228743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1228781.625000 Penalty: 4531.051758
	Iteration 16Q: 3 clusters Score -1228782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1228806.875000 Penalty: 4531.051758
	Iteration 17Q: 3 clusters Score -1228807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1228824.125000 Penalty: 4531.051758
	Iteration 18Q: 3 clusters Score -1228824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1228838.625000 Penalty: 4531.051758
	Iteration 19Q: 3 clusters Score -1228839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1228853.000000 Penalty: 4531.051758
	Iteration 20F: 3 clusters Score -1228853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1228857.500000 Penalty: 4531.051758
	Iteration 21Q: 3 clusters Score -1228858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1228862.125000 Penalty: 4531.051758
	Iteration 22Q: 3 clusters Score -1228862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1228867.500000 Penalty: 4531.051758
	Iteration 23Q: 3 clusters Score -1228868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1228867.000000 Penalty: 4531.051758
	Iteration 24Q: 3 clusters Score -1228867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1228866.250000 Penalty: 4531.051758
	Iteration 25Q: 3 clusters Score -1228866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1228868.375000 Penalty: 4531.051758
	Iteration 26Q: 3 clusters Score -1228868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1228871.250000 Penalty: 4531.051758
	Iteration 27Q: 3 clusters Score -1228871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1228873.625000 Penalty: 4531.051758
	Iteration 28Q: 3 clusters Score -1228874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1228873.625000 Penalty: 4531.051758
	Iteration 29Q: 3 clusters Score -1228874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1228875.125000 Penalty: 4531.051758
	Iteration 30Q: 3 clusters Score -1228875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1228873.500000 Penalty: 4531.051758
	Iteration 31Q: 3 clusters Score -1228874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1228873.500000 Penalty: 4531.051758
	Iteration 32F: 3 clusters Score -1228874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Entering Unmasked Estep 
Score: -2478515.750000 Penalty: 2434.860107
	Iteration 0F: 2 clusters Score -2478516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2465408.500000 Penalty: 4869.720215
	Iteration 0F: 3 clusters Score -2465408 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2469656.250000 Penalty: 4869.720215
	Iteration 1F: 3 clusters Score -2469656 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2470052.500000 Penalty: 4869.720215
	Iteration 2F: 3 clusters Score -2470052 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2470351.750000 Penalty: 4869.720215
	Iteration 3Q: 3 clusters Score -2470352 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2470650.000000 Penalty: 4869.720215
	Iteration 4Q: 3 clusters Score -2470650 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2470960.750000 Penalty: 4869.720215
	Iteration 5Q: 3 clusters Score -2470961 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2471282.000000 Penalty: 4869.720215
	Iteration 6Q: 3 clusters Score -2471282 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2471649.750000 Penalty: 4869.720215
	Iteration 7Q: 3 clusters Score -2471650 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2472061.500000 Penalty: 4869.720215
	Iteration 8Q: 3 clusters Score -2472062 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2472480.750000 Penalty: 4869.720215
	Iteration 9Q: 3 clusters Score -2472481 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2472910.250000 Penalty: 4869.720215
	Iteration 10Q: 3 clusters Score -2472910 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2473335.000000 Penalty: 4869.720215
	Iteration 11Q: 3 clusters Score -2473335 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2473695.250000 Penalty: 4869.720215
	Iteration 12Q: 3 clusters Score -2473695 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2474025.250000 Penalty: 4869.720215
	Iteration 13Q: 3 clusters Score -2474025 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2474323.750000 Penalty: 4869.720215
	Iteration 14Q: 3 clusters Score -2474324 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2474586.750000 Penalty: 4869.720215
	Iteration 15Q: 3 clusters Score -2474587 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2474824.750000 Penalty: 4869.720215
	Iteration 16Q: 3 clusters Score -2474825 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2475072.500000 Penalty: 4869.720215
	Iteration 17Q: 3 clusters Score -2475072 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2475288.000000 Penalty: 4869.720215
	Iteration 18Q: 3 clusters Score -2475288 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2475481.250000 Penalty: 4869.720215
	Iteration 19Q: 3 clusters Score -2475481 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2475647.500000 Penalty: 4869.720215
	Iteration 20F: 3 clusters Score -2475648 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2475772.500000 Penalty: 4869.720215
	Iteration 21Q: 3 clusters Score -2475772 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2475894.250000 Penalty: 4869.720215
	Iteration 22Q: 3 clusters Score -2475894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2475995.500000 Penalty: 4869.720215
	Iteration 23Q: 3 clusters Score -2475996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2476067.250000 Penalty: 4869.720215
	Iteration 24Q: 3 clusters Score -2476067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2476142.750000 Penalty: 4869.720215
	Iteration 25Q: 3 clusters Score -2476143 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2476207.000000 Penalty: 4869.720215
	Iteration 26Q: 3 clusters Score -2476207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2476271.500000 Penalty: 4869.720215
	Iteration 27Q: 3 clusters Score -2476272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2476305.250000 Penalty: 4869.720215
	Iteration 28Q: 3 clusters Score -2476305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2476338.500000 Penalty: 4869.720215
	Iteration 29Q: 3 clusters Score -2476338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2476364.250000 Penalty: 4869.720215
	Iteration 30Q: 3 clusters Score -2476364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2476390.000000 Penalty: 4869.720215
	Iteration 31Q: 3 clusters Score -2476390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2476415.000000 Penalty: 4869.720215
	Iteration 32Q: 3 clusters Score -2476415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2476435.000000 Penalty: 4869.720215
	Iteration 33Q: 3 clusters Score -2476435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2476446.500000 Penalty: 4869.720215
	Iteration 34Q: 3 clusters Score -2476446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2476462.750000 Penalty: 4869.720215
	Iteration 35Q: 3 clusters Score -2476463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2476466.500000 Penalty: 4869.720215
	Iteration 36Q: 3 clusters Score -2476466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2476470.750000 Penalty: 4869.720215
	Iteration 37Q: 3 clusters Score -2476471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2476471.750000 Penalty: 4869.720215
	Iteration 38Q: 3 clusters Score -2476472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2476473.250000 Penalty: 4869.720215
	Iteration 39Q: 3 clusters Score -2476473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2476475.250000 Penalty: 4869.720215
	Iteration 40F: 3 clusters Score -2476475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2476475.250000 Penalty: 4869.720215
	Iteration 41Q: 3 clusters Score -2476475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2476479.000000 Penalty: 4869.720215
	Iteration 42Q: 3 clusters Score -2476479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2476478.750000 Penalty: 4869.720215
	Iteration 43Q: 3 clusters Score -2476479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2476479.000000 Penalty: 4869.720215
	Iteration 44Q: 3 clusters Score -2476479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2476479.250000 Penalty: 4869.720215
	Iteration 45Q: 3 clusters Score -2476479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2476481.250000 Penalty: 4869.720215
	Iteration 46Q: 3 clusters Score -2476481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2476480.500000 Penalty: 4869.720215
	Iteration 47Q: 3 clusters Score -2476480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2476482.250000 Penalty: 4869.720215
	Iteration 48Q: 3 clusters Score -2476482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2476483.500000 Penalty: 4869.720215
	Iteration 49Q: 3 clusters Score -2476484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2476482.250000 Penalty: 4869.720215
	Iteration 50Q: 3 clusters Score -2476482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2476487.000000 Penalty: 4869.720215
	Iteration 51Q: 3 clusters Score -2476487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2476487.000000 Penalty: 4869.720215
	Iteration 52F: 3 clusters Score -2476487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Entering Unmasked Estep 
Score: -10692489.000000 Penalty: 2799.033691
	Iteration 0F: 2 clusters Score -1.069249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -10639128.000000 Penalty: 5598.067383
	Iteration 0F: 3 clusters Score -1.063913e+07 nChanged 37183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -10660030.000000 Penalty: 5598.067383
	Iteration 1F: 3 clusters Score -1.066003e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -10660624.000000 Penalty: 5598.067383
	Iteration 2Q: 3 clusters Score -1.066062e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -10661179.000000 Penalty: 5598.067383
	Iteration 3Q: 3 clusters Score -1.066118e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -10661737.000000 Penalty: 5598.067383
	Iteration 4Q: 3 clusters Score -1.066174e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -10662318.000000 Penalty: 5598.067383
	Iteration 5Q: 3 clusters Score -1.066232e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -10662980.000000 Penalty: 5598.067383
	Iteration 6Q: 3 clusters Score -1.066298e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -10663834.000000 Penalty: 5598.067383
	Iteration 7Q: 3 clusters Score -1.066383e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -10665265.000000 Penalty: 5598.067383
	Iteration 8Q: 3 clusters Score -1.066526e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -10667579.000000 Penalty: 5598.067383
	Iteration 9F: 3 clusters Score -1.066758e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -10671192.000000 Penalty: 5598.067383
	Iteration 10F: 3 clusters Score -1.067119e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -10676186.000000 Penalty: 5598.067383
	Iteration 11F: 3 clusters Score -1.067619e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -10681428.000000 Penalty: 5598.067383
	Iteration 12F: 3 clusters Score -1.068143e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -10685528.000000 Penalty: 5598.067383
	Iteration 13F: 3 clusters Score -1.068553e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -10687683.000000 Penalty: 5598.067383
	Iteration 14Q: 3 clusters Score -1.068768e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -10688744.000000 Penalty: 5598.067383
	Iteration 15Q: 3 clusters Score -1.068874e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10689303.000000 Penalty: 5598.067383
	Iteration 16Q: 3 clusters Score -1.06893e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10689594.000000 Penalty: 5598.067383
	Iteration 17Q: 3 clusters Score -1.068959e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10689861.000000 Penalty: 5598.067383
	Iteration 18Q: 3 clusters Score -1.068986e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10690030.000000 Penalty: 5598.067383
	Iteration 19Q: 3 clusters Score -1.069003e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10690101.000000 Penalty: 5598.067383
	Iteration 20F: 3 clusters Score -1.06901e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10690210.000000 Penalty: 5598.067383
	Iteration 21Q: 3 clusters Score -1.069021e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10690282.000000 Penalty: 5598.067383
	Iteration 22Q: 3 clusters Score -1.069028e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10690325.000000 Penalty: 5598.067383
	Iteration 23Q: 3 clusters Score -1.069032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10690364.000000 Penalty: 5598.067383
	Iteration 24Q: 3 clusters Score -1.069036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10690390.000000 Penalty: 5598.067383
	Iteration 25Q: 3 clusters Score -1.069039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10690412.000000 Penalty: 5598.067383
	Iteration 26Q: 3 clusters Score -1.069041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10690447.000000 Penalty: 5598.067383
	Iteration 27Q: 3 clusters Score -1.069045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10690464.000000 Penalty: 5598.067383
	Iteration 28Q: 3 clusters Score -1.069046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10690479.000000 Penalty: 5598.067383
	Iteration 29Q: 3 clusters Score -1.069048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10690486.000000 Penalty: 5598.067383
	Iteration 30Q: 3 clusters Score -1.069049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10690508.000000 Penalty: 5598.067383
	Iteration 31Q: 3 clusters Score -1.069051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10690510.000000 Penalty: 5598.067383
	Iteration 32Q: 3 clusters Score -1.069051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10690537.000000 Penalty: 5598.067383
	Iteration 33Q: 3 clusters Score -1.069054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10690551.000000 Penalty: 5598.067383
	Iteration 34Q: 3 clusters Score -1.069055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10690553.000000 Penalty: 5598.067383
	Iteration 35Q: 3 clusters Score -1.069055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10690561.000000 Penalty: 5598.067383
	Iteration 36Q: 3 clusters Score -1.069056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10690563.000000 Penalty: 5598.067383
	Iteration 37Q: 3 clusters Score -1.069056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10690578.000000 Penalty: 5598.067383
	Iteration 38Q: 3 clusters Score -1.069058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10690581.000000 Penalty: 5598.067383
	Iteration 39Q: 3 clusters Score -1.069058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10690582.000000 Penalty: 5598.067383
	Iteration 40F: 3 clusters Score -1.069058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10690593.000000 Penalty: 5598.067383
	Iteration 41Q: 3 clusters Score -1.069059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10690596.000000 Penalty: 5598.067383
	Iteration 42Q: 3 clusters Score -1.06906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10690588.000000 Penalty: 5598.067383
	Iteration 43Q: 3 clusters Score -1.069059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10690593.000000 Penalty: 5598.067383
	Iteration 44Q: 3 clusters Score -1.069059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10690593.000000 Penalty: 5598.067383
	Iteration 45Q: 3 clusters Score -1.069059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10690593.000000 Penalty: 5598.067383
	Iteration 46F: 3 clusters Score -1.069059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1224702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1217486.625000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1217487 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1219740.125000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1219740 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1220077.750000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1220078 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1220295.500000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1220296 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1220447.500000 Penalty: 4536.687988
	Iteration 4Q: 3 clusters Score -1220448 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1220562.000000 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -1220562 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1220677.000000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -1220677 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1220781.500000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -1220782 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1220901.000000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1220901 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1221041.750000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1221042 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1221195.250000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1221195 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1221342.500000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1221342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1221494.500000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1221494 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1221621.125000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1221621 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1221741.625000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1221742 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1221855.375000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1221855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1221962.875000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1221963 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1222069.500000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1222070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1222157.250000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1222157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1222215.625000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1222216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1222266.500000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1222266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1222303.750000 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -1222304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1222344.375000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -1222344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1222373.250000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -1222373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1222408.375000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -1222408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1222434.125000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -1222434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1222453.750000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -1222454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1222470.250000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -1222470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1222483.625000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -1222484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1222499.125000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -1222499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1222514.000000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -1222514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1222526.000000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -1222526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1222547.000000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -1222547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1222570.625000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -1222571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1222613.750000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -1222614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1222653.625000 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -1222654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1222716.250000 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -1222716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1222780.625000 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -1222781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1222828.375000 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -1222828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1222882.625000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -1222883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1222948.375000 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -1222948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1222995.875000 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -1222996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1223035.375000 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -1223035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1223070.250000 Penalty: 4536.687988
	Iteration 43Q: 3 clusters Score -1223070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1223106.000000 Penalty: 4536.687988
	Iteration 44Q: 3 clusters Score -1223106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1223136.750000 Penalty: 4536.687988
	Iteration 45Q: 3 clusters Score -1223137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1223160.250000 Penalty: 4536.687988
	Iteration 46Q: 3 clusters Score -1223160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1223181.500000 Penalty: 4536.687988
	Iteration 47Q: 3 clusters Score -1223182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1223200.625000 Penalty: 4536.687988
	Iteration 48Q: 3 clusters Score -1223201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1223219.500000 Penalty: 4536.687988
	Iteration 49Q: 3 clusters Score -1223220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1223237.625000 Penalty: 4536.687988
	Iteration 50Q: 3 clusters Score -1223238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1223250.000000 Penalty: 4536.687988
	Iteration 51Q: 3 clusters Score -1223250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1223263.375000 Penalty: 4536.687988
	Iteration 52Q: 3 clusters Score -1223263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1223276.875000 Penalty: 4536.687988
	Iteration 53Q: 3 clusters Score -1223277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1223286.625000 Penalty: 4536.687988
	Iteration 54Q: 3 clusters Score -1223287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1223298.000000 Penalty: 4536.687988
	Iteration 55Q: 3 clusters Score -1223298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1223309.500000 Penalty: 4536.687988
	Iteration 56Q: 3 clusters Score -1223310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1223325.375000 Penalty: 4536.687988
	Iteration 57Q: 3 clusters Score -1223325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1223342.000000 Penalty: 4536.687988
	Iteration 58Q: 3 clusters Score -1223342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1223362.250000 Penalty: 4536.687988
	Iteration 59Q: 3 clusters Score -1223362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1223383.375000 Penalty: 4536.687988
	Iteration 60F: 3 clusters Score -1223383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1223405.000000 Penalty: 4536.687988
	Iteration 61Q: 3 clusters Score -1223405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1223430.500000 Penalty: 4536.687988
	Iteration 62Q: 3 clusters Score -1223430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1223443.000000 Penalty: 4536.687988
	Iteration 63Q: 3 clusters Score -1223443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1223464.500000 Penalty: 4536.687988
	Iteration 64Q: 3 clusters Score -1223464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1223483.875000 Penalty: 4536.687988
	Iteration 65Q: 3 clusters Score -1223484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1223503.875000 Penalty: 4536.687988
	Iteration 66Q: 3 clusters Score -1223504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1223515.500000 Penalty: 4536.687988
	Iteration 67Q: 3 clusters Score -1223516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1223526.625000 Penalty: 4536.687988
	Iteration 68Q: 3 clusters Score -1223527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1223535.875000 Penalty: 4536.687988
	Iteration 69Q: 3 clusters Score -1223536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1223541.125000 Penalty: 4536.687988
	Iteration 70Q: 3 clusters Score -1223541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1223545.875000 Penalty: 4536.687988
	Iteration 71Q: 3 clusters Score -1223546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1223553.375000 Penalty: 4536.687988
	Iteration 72Q: 3 clusters Score -1223553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1223562.125000 Penalty: 4536.687988
	Iteration 73Q: 3 clusters Score -1223562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1223568.500000 Penalty: 4536.687988
	Iteration 74Q: 3 clusters Score -1223568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1223576.375000 Penalty: 4536.687988
	Iteration 75Q: 3 clusters Score -1223576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1223580.125000 Penalty: 4536.687988
	Iteration 76Q: 3 clusters Score -1223580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1223585.375000 Penalty: 4536.687988
	Iteration 77Q: 3 clusters Score -1223585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1223587.875000 Penalty: 4536.687988
	Iteration 78Q: 3 clusters Score -1223588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1223590.000000 Penalty: 4536.687988
	Iteration 79Q: 3 clusters Score -1223590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1223588.625000 Penalty: 4536.687988
	Iteration 80F: 3 clusters Score -1223589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228744 members 
Mstep: Class 7 contains 66623 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98051 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 130546 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 133849 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95573 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132365 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127424.000000 Penalty: 115847.835938
Iteration 359Q: 34 clusters Score -1.811274e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 19536 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 127324 members 
Mstep: Class 6 contains 228725 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 98053 members 
Mstep: Class 10 contains 22041 members 
Mstep: Class 11 contains 130610 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28521 members 
Mstep: Class 14 contains 133818 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95579 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132348 members 
Mstep: Class 26 contains 71781 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79728 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127152.000000 Penalty: 115847.835938
Iteration 360F: 34 clusters Score -1.811272e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8949 members 
Mstep: Class 3 contains 19538 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228707 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 98046 members 
Mstep: Class 10 contains 22042 members 
Mstep: Class 11 contains 130663 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28521 members 
Mstep: Class 14 contains 133799 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4009 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132339 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17218 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 18362 members 
Mstep: Class 32 contains 79727 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127344.000000 Penalty: 115847.835938
Iteration 361Q: 34 clusters Score -1.811273e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8946 members 
Mstep: Class 3 contains 19542 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228686 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 98035 members 
Mstep: Class 10 contains 22045 members 
Mstep: Class 11 contains 130704 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 133789 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95590 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4010 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132328 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17219 members 
Mstep: Class 28 contains 21748 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 18363 members 
Mstep: Class 32 contains 79734 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127344.000000 Penalty: 115847.835938
Iteration 362Q: 34 clusters Score -1.811273e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8946 members 
Mstep: Class 3 contains 19544 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 127322 members 
Mstep: Class 6 contains 228669 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 98031 members 
Mstep: Class 10 contains 22047 members 
Mstep: Class 11 contains 130708 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 133819 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95594 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79736 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127408.000000 Penalty: 115847.835938
Iteration 363Q: 34 clusters Score -1.811274e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8946 members 
Mstep: Class 3 contains 19547 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228653 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 98032 members 
Mstep: Class 10 contains 22049 members 
Mstep: Class 11 contains 130676 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28521 members 
Mstep: Class 14 contains 133861 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95599 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132294 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 18367 members 
Mstep: Class 32 contains 79738 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127344.000000 Penalty: 115847.835938
Iteration 364Q: 34 clusters Score -1.811273e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19548 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 228640 members 
Mstep: Class 7 contains 66615 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 98037 members 
Mstep: Class 10 contains 22052 members 
Mstep: Class 11 contains 130639 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 28521 members 
Mstep: Class 14 contains 133908 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95601 members 
Mstep: Class 21 contains 15661 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132290 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 18366 members 
Mstep: Class 32 contains 79737 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127248.000000 Penalty: 115847.835938
Iteration 365Q: 34 clusters Score -1.811272e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19553 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228633 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 98035 members 
Mstep: Class 10 contains 22055 members 
Mstep: Class 11 contains 130578 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 133981 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95603 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132280 members 
Mstep: Class 26 contains 71780 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79737 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 366Q: 34 clusters Score -1.81127e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19555 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127321 members 
Mstep: Class 6 contains 228609 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 98026 members 
Mstep: Class 10 contains 22054 members 
Mstep: Class 11 contains 130537 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 134064 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95605 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132274 members 
Mstep: Class 26 contains 71780 members 
Mstep: Class 27 contains 17219 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 18362 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127104.000000 Penalty: 115847.835938
Iteration 367Q: 34 clusters Score -1.811271e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228576 members 
Mstep: Class 7 contains 66615 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 98020 members 
Mstep: Class 10 contains 22054 members 
Mstep: Class 11 contains 130476 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28524 members 
Mstep: Class 14 contains 134161 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95605 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132274 members 
Mstep: Class 26 contains 71780 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 18363 members 
Mstep: Class 32 contains 79731 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127136.000000 Penalty: 115847.835938
Iteration 368Q: 34 clusters Score -1.811271e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19563 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228555 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 98024 members 
Mstep: Class 10 contains 22055 members 
Mstep: Class 11 contains 130378 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 134271 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95603 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132275 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127248.000000 Penalty: 115847.835938
Iteration 369Q: 34 clusters Score -1.811272e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8943 members 
Mstep: Class 3 contains 19562 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127318 members 
Mstep: Class 6 contains 228537 members 
Mstep: Class 7 contains 66612 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 98024 members 
Mstep: Class 10 contains 22056 members 
Mstep: Class 11 contains 130276 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 134372 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95603 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132296 members 
Mstep: Class 26 contains 71781 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 18365 members 
Mstep: Class 32 contains 79731 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127216.000000 Penalty: 115847.835938
Iteration 370Q: 34 clusters Score -1.811272e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127318 members 
Mstep: Class 6 contains 228538 members 
Mstep: Class 7 contains 66614 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 98021 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 130167 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 134481 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95601 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132293 members 
Mstep: Class 26 contains 71782 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79734 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127232.000000 Penalty: 115847.835938
Iteration 371Q: 34 clusters Score -1.811272e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19568 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127318 members 
Mstep: Class 6 contains 228540 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 98016 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 130054 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28528 members 
Mstep: Class 14 contains 134582 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95601 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132300 members 
Mstep: Class 26 contains 71781 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18364 members 
Mstep: Class 32 contains 79740 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127168.000000 Penalty: 115847.835938
Iteration 372Q: 34 clusters Score -1.811272e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19573 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228543 members 
Mstep: Class 7 contains 66613 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 98008 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129950 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28527 members 
Mstep: Class 14 contains 134678 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95600 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132306 members 
Mstep: Class 26 contains 71780 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9270 members 
Mstep: Class 31 contains 18363 members 
Mstep: Class 32 contains 79746 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127152.000000 Penalty: 115847.835938
Iteration 373Q: 34 clusters Score -1.811272e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19578 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228530 members 
Mstep: Class 7 contains 66615 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97998 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129870 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 134770 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132307 members 
Mstep: Class 26 contains 71781 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9269 members 
Mstep: Class 31 contains 18362 members 
Mstep: Class 32 contains 79751 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127136.000000 Penalty: 115847.835938
Iteration 374Q: 34 clusters Score -1.811271e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19577 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228526 members 
Mstep: Class 7 contains 66616 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97991 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129799 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 134857 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21748 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18362 members 
Mstep: Class 32 contains 79750 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 375Q: 34 clusters Score -1.811271e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19579 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228513 members 
Mstep: Class 7 contains 66617 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97990 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129725 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 134952 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71778 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21746 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18362 members 
Mstep: Class 32 contains 79743 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 376Q: 34 clusters Score -1.81127e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228503 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97987 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129660 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135039 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132303 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21748 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79737 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 377Q: 34 clusters Score -1.81127e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228486 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97975 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129593 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 135125 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95597 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79736 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 378Q: 34 clusters Score -1.811271e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19574 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228470 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 97969 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129533 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 135206 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95596 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71779 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 79739 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 379Q: 34 clusters Score -1.811271e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19573 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228452 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 97970 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129472 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135282 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95597 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132316 members 
Mstep: Class 26 contains 71777 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79741 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 380F: 34 clusters Score -1.81127e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228441 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97971 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129389 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135356 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95597 members 
Mstep: Class 21 contains 15662 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132325 members 
Mstep: Class 26 contains 71776 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18361 members 
Mstep: Class 32 contains 79747 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127088.000000 Penalty: 115847.835938
Iteration 381Q: 34 clusters Score -1.811271e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19577 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228440 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97971 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129324 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135421 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95599 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132326 members 
Mstep: Class 26 contains 71774 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79748 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 382Q: 34 clusters Score -1.81127e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19579 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228438 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97969 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129260 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135485 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 95595 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132329 members 
Mstep: Class 26 contains 71775 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79749 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127168.000000 Penalty: 115847.835938
Iteration 383Q: 34 clusters Score -1.811272e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19582 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228428 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97961 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129208 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135547 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95592 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132336 members 
Mstep: Class 26 contains 71774 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79751 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 384Q: 34 clusters Score -1.811271e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19582 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228419 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97959 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129158 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135618 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95591 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132329 members 
Mstep: Class 26 contains 71774 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18359 members 
Mstep: Class 32 contains 79748 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127200.000000 Penalty: 115847.835938
Iteration 385Q: 34 clusters Score -1.811272e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19587 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228404 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97960 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129118 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135677 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95590 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132331 members 
Mstep: Class 26 contains 71772 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79743 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127040.000000 Penalty: 115847.835938
Iteration 386Q: 34 clusters Score -1.81127e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19592 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228394 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97960 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129081 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135732 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95592 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132323 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79739 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 387Q: 34 clusters Score -1.81127e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19593 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228389 members 
Mstep: Class 7 contains 66622 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97956 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 129044 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135776 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95591 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132329 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5018 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79737 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127040.000000 Penalty: 115847.835938
Iteration 388Q: 34 clusters Score -1.81127e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19594 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 228384 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97951 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128997 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135839 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95590 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132330 members 
Mstep: Class 26 contains 71771 members 
Mstep: Class 27 contains 17219 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79733 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 389Q: 34 clusters Score -1.81127e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 19596 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127318 members 
Mstep: Class 6 contains 228378 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97945 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128961 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135878 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95589 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132338 members 
Mstep: Class 26 contains 71771 members 
Mstep: Class 27 contains 17219 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79731 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126832.000000 Penalty: 115847.835938
Iteration 390Q: 34 clusters Score -1.811268e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19597 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228376 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97940 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128921 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 135925 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95589 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132334 members 
Mstep: Class 26 contains 71771 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79731 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126848.000000 Penalty: 115847.835938
Iteration 391Q: 34 clusters Score -1.811268e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19598 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228373 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97928 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128900 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 135964 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95590 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132330 members 
Mstep: Class 26 contains 71771 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79730 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126960.000000 Penalty: 115847.835938
Iteration 392Q: 34 clusters Score -1.81127e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19602 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228362 members 
Mstep: Class 7 contains 66621 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97925 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128880 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 136000 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95588 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132325 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79732 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 393Q: 34 clusters Score -1.81127e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19602 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228358 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97924 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128855 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136032 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95588 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132320 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79734 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126864.000000 Penalty: 115847.835938
Iteration 394Q: 34 clusters Score -1.811269e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19602 members 
Mstep: Class 4 contains 4794 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228350 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97926 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128838 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136062 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95588 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71770 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79737 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126912.000000 Penalty: 115847.835938
Iteration 395Q: 34 clusters Score -1.811269e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19603 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228340 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97920 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128826 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136088 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95588 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132310 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79739 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126816.000000 Penalty: 115847.835938
Iteration 396Q: 34 clusters Score -1.811268e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19603 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 127320 members 
Mstep: Class 6 contains 228333 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97916 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128794 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136128 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95588 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79741 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126928.000000 Penalty: 115847.835938
Iteration 397Q: 34 clusters Score -1.811269e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19603 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228330 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97912 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128774 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136163 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132306 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79740 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126864.000000 Penalty: 115847.835938
Iteration 398Q: 34 clusters Score -1.811269e+08 nChanged 56
Entering ConstructFrom: 
Score: -181126864.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -915611.500000 Penalty: 2218.280762
	Iteration 0F: 2 clusters Score -915611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -909458.500000 Penalty: 4436.561523
	Iteration 0F: 3 clusters Score -909458.5 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -911260.875000 Penalty: 4436.561523
	Iteration 1F: 3 clusters Score -911260.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -911669.812500 Penalty: 4436.561523
	Iteration 2F: 3 clusters Score -911669.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -911992.062500 Penalty: 4436.561523
	Iteration 3F: 3 clusters Score -911992.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -912257.937500 Penalty: 4436.561523
	Iteration 4F: 3 clusters Score -912257.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -912486.250000 Penalty: 4436.561523
	Iteration 5Q: 3 clusters Score -912486.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -912714.500000 Penalty: 4436.561523
	Iteration 6Q: 3 clusters Score -912714.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -912932.000000 Penalty: 4436.561523
	Iteration 7Q: 3 clusters Score -912932 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -913105.250000 Penalty: 4436.561523
	Iteration 8Q: 3 clusters Score -913105.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -913245.437500 Penalty: 4436.561523
	Iteration 9Q: 3 clusters Score -913245.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -913363.562500 Penalty: 4436.561523
	Iteration 10Q: 3 clusters Score -913363.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -913467.437500 Penalty: 4436.561523
	Iteration 11Q: 3 clusters Score -913467.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -913564.437500 Penalty: 4436.561523
	Iteration 12Q: 3 clusters Score -913564.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -913649.437500 Penalty: 4436.561523
	Iteration 13Q: 3 clusters Score -913649.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -913718.312500 Penalty: 4436.561523
	Iteration 14Q: 3 clusters Score -913718.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -913771.250000 Penalty: 4436.561523
	Iteration 15Q: 3 clusters Score -913771.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -913804.812500 Penalty: 4436.561523
	Iteration 16Q: 3 clusters Score -913804.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -913831.500000 Penalty: 4436.561523
	Iteration 17Q: 3 clusters Score -913831.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -913861.750000 Penalty: 4436.561523
	Iteration 18Q: 3 clusters Score -913861.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -913890.125000 Penalty: 4436.561523
	Iteration 19Q: 3 clusters Score -913890.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -913913.500000 Penalty: 4436.561523
	Iteration 20F: 3 clusters Score -913913.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -913930.437500 Penalty: 4436.561523
	Iteration 21Q: 3 clusters Score -913930.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -913940.750000 Penalty: 4436.561523
	Iteration 22Q: 3 clusters Score -913940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -913948.937500 Penalty: 4436.561523
	Iteration 23Q: 3 clusters Score -913948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -913951.687500 Penalty: 4436.561523
	Iteration 24Q: 3 clusters Score -913951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -913962.062500 Penalty: 4436.561523
	Iteration 25Q: 3 clusters Score -913962.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -913971.750000 Penalty: 4436.561523
	Iteration 26Q: 3 clusters Score -913971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -913979.375000 Penalty: 4436.561523
	Iteration 27Q: 3 clusters Score -913979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -913987.687500 Penalty: 4436.561523
	Iteration 28Q: 3 clusters Score -913987.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -913990.250000 Penalty: 4436.561523
	Iteration 29Q: 3 clusters Score -913990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -913992.437500 Penalty: 4436.561523
	Iteration 30Q: 3 clusters Score -913992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -913994.812500 Penalty: 4436.561523
	Iteration 31Q: 3 clusters Score -913994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -913995.875000 Penalty: 4436.561523
	Iteration 32Q: 3 clusters Score -913995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -913995.437500 Penalty: 4436.561523
	Iteration 33Q: 3 clusters Score -913995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -913995.437500 Penalty: 4436.561523
	Iteration 34F: 3 clusters Score -913995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -1101205.375000 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -1101205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1094245.250000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -1094245 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1096461.500000 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -1096462 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1096948.000000 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -1096948 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1097353.000000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -1097353 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1097694.000000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -1097694 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1097977.750000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -1097978 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1098176.375000 Penalty: 4512.974121
	Iteration 6Q: 3 clusters Score -1098176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1098333.250000 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -1098333 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1098457.875000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -1098458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1098569.000000 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -1098569 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1098665.125000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -1098665 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1098740.250000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -1098740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1098809.500000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -1098810 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1098867.750000 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -1098868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1098923.125000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -1098923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1098972.000000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -1098972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1099007.500000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -1099008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1099036.625000 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -1099037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1099056.375000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -1099056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1099074.125000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -1099074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1099086.375000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -1099086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1099094.250000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -1099094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1099108.125000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -1099108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1099122.750000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -1099123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1099139.125000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -1099139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1099152.500000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -1099152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1099165.000000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -1099165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1099178.125000 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -1099178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1099192.125000 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -1099192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1099206.125000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -1099206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1099214.875000 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -1099215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1099216.250000 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -1099216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1099220.625000 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -1099221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1099223.625000 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -1099224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1099226.375000 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -1099226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1099226.000000 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -1099226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1099225.250000 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -1099225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1099230.375000 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -1099230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1099230.875000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -1099231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1099230.000000 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -1099230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1099233.250000 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -1099233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1099233.250000 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -1099233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1099234.000000 Penalty: 4512.974121
	Iteration 42Q: 3 clusters Score -1099234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1099236.250000 Penalty: 4512.974121
	Iteration 43Q: 3 clusters Score -1099236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1099240.000000 Penalty: 4512.974121
	Iteration 44Q: 3 clusters Score -1099240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1099239.750000 Penalty: 4512.974121
	Iteration 45Q: 3 clusters Score -1099240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1099241.000000 Penalty: 4512.974121
	Iteration 46Q: 3 clusters Score -1099241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1099243.500000 Penalty: 4512.974121
	Iteration 47Q: 3 clusters Score -1099244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1099248.125000 Penalty: 4512.974121
	Iteration 48Q: 3 clusters Score -1099248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1099249.375000 Penalty: 4512.974121
	Iteration 49Q: 3 clusters Score -1099249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1099253.500000 Penalty: 4512.974121
	Iteration 50Q: 3 clusters Score -1099254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1099264.875000 Penalty: 4512.974121
	Iteration 51Q: 3 clusters Score -1099265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1099266.125000 Penalty: 4512.974121
	Iteration 52Q: 3 clusters Score -1099266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1099275.625000 Penalty: 4512.974121
	Iteration 53Q: 3 clusters Score -1099276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1099287.125000 Penalty: 4512.974121
	Iteration 54Q: 3 clusters Score -1099287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1099293.750000 Penalty: 4512.974121
	Iteration 55Q: 3 clusters Score -1099294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1099301.625000 Penalty: 4512.974121
	Iteration 56Q: 3 clusters Score -1099302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1099306.625000 Penalty: 4512.974121
	Iteration 57Q: 3 clusters Score -1099307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1099312.250000 Penalty: 4512.974121
	Iteration 58Q: 3 clusters Score -1099312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1099315.125000 Penalty: 4512.974121
	Iteration 59Q: 3 clusters Score -1099315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1099318.875000 Penalty: 4512.974121
	Iteration 60F: 3 clusters Score -1099319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1099319.125000 Penalty: 4512.974121
	Iteration 61Q: 3 clusters Score -1099319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1099321.875000 Penalty: 4512.974121
	Iteration 62Q: 3 clusters Score -1099322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1099322.375000 Penalty: 4512.974121
	Iteration 63Q: 3 clusters Score -1099322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1099323.625000 Penalty: 4512.974121
	Iteration 64Q: 3 clusters Score -1099324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1099327.500000 Penalty: 4512.974121
	Iteration 65Q: 3 clusters Score -1099328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1099330.375000 Penalty: 4512.974121
	Iteration 66Q: 3 clusters Score -1099330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1099329.000000 Penalty: 4512.974121
	Iteration 67Q: 3 clusters Score -1099329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1099327.250000 Penalty: 4512.974121
	Iteration 68Q: 3 clusters Score -1099327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1099327.250000 Penalty: 4512.974121
	Iteration 69F: 3 clusters Score -1099327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Entering Unmasked Estep 
Score: -2649047.000000 Penalty: 2451.105225
	Iteration 0F: 2 clusters Score -2649047 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 9903 members 
Entering Unmasked Estep 
Score: -2635174.000000 Penalty: 4902.210449
	Iteration 0F: 3 clusters Score -2635174 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2639847.250000 Penalty: 4902.210449
	Iteration 1F: 3 clusters Score -2639847 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2640250.500000 Penalty: 4902.210449
	Iteration 2F: 3 clusters Score -2640250 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2640650.750000 Penalty: 4902.210449
	Iteration 3Q: 3 clusters Score -2640651 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2641099.500000 Penalty: 4902.210449
	Iteration 4Q: 3 clusters Score -2641100 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2641662.500000 Penalty: 4902.210449
	Iteration 5F: 3 clusters Score -2641662 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2642402.750000 Penalty: 4902.210449
	Iteration 6F: 3 clusters Score -2642403 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2643349.250000 Penalty: 4902.210449
	Iteration 7F: 3 clusters Score -2643349 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2644374.000000 Penalty: 4902.210449
	Iteration 8F: 3 clusters Score -2644374 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2645302.500000 Penalty: 4902.210449
	Iteration 9F: 3 clusters Score -2645302 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2645924.250000 Penalty: 4902.210449
	Iteration 10Q: 3 clusters Score -2645924 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2646353.500000 Penalty: 4902.210449
	Iteration 11Q: 3 clusters Score -2646354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2646568.000000 Penalty: 4902.210449
	Iteration 12Q: 3 clusters Score -2646568 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2646720.000000 Penalty: 4902.210449
	Iteration 13Q: 3 clusters Score -2646720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2646822.750000 Penalty: 4902.210449
	Iteration 14Q: 3 clusters Score -2646823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2646880.000000 Penalty: 4902.210449
	Iteration 15Q: 3 clusters Score -2646880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2646902.500000 Penalty: 4902.210449
	Iteration 16Q: 3 clusters Score -2646902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2646926.750000 Penalty: 4902.210449
	Iteration 17Q: 3 clusters Score -2646927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2646953.500000 Penalty: 4902.210449
	Iteration 18Q: 3 clusters Score -2646954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2646968.750000 Penalty: 4902.210449
	Iteration 19Q: 3 clusters Score -2646969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2646982.750000 Penalty: 4902.210449
	Iteration 20F: 3 clusters Score -2646983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2646993.250000 Penalty: 4902.210449
	Iteration 21Q: 3 clusters Score -2646993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2646996.750000 Penalty: 4902.210449
	Iteration 22Q: 3 clusters Score -2646997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2647007.250000 Penalty: 4902.210449
	Iteration 23Q: 3 clusters Score -2647007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2647007.750000 Penalty: 4902.210449
	Iteration 24Q: 3 clusters Score -2647008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2647007.000000 Penalty: 4902.210449
	Iteration 25Q: 3 clusters Score -2647007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2647017.000000 Penalty: 4902.210449
	Iteration 26Q: 3 clusters Score -2647017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2647017.250000 Penalty: 4902.210449
	Iteration 27Q: 3 clusters Score -2647017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2647020.000000 Penalty: 4902.210449
	Iteration 28Q: 3 clusters Score -2647020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2647022.750000 Penalty: 4902.210449
	Iteration 29Q: 3 clusters Score -2647023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2647019.500000 Penalty: 4902.210449
	Iteration 30Q: 3 clusters Score -2647020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2647018.750000 Penalty: 4902.210449
	Iteration 31Q: 3 clusters Score -2647019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2647018.750000 Penalty: 4902.210449
	Iteration 32F: 3 clusters Score -2647019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -598512.812500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -598512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -594102.187500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -594102.2 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -595139.500000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -595139.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -595400.562500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -595400.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -595573.437500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -595573.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -595720.687500 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -595720.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -595835.687500 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -595835.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -595973.500000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -595973.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -596088.062500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -596088.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -596189.250000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -596189.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -596284.250000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -596284.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -596397.250000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -596397.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -596495.062500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -596495.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -596572.125000 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -596572.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -596665.312500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -596665.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -596773.750000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -596773.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -596909.062500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -596909.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -597015.937500 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -597015.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -597067.687500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -597067.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -597103.125000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -597103.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -597124.312500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -597124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -597136.500000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -597136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -597141.250000 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -597141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -597145.125000 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -597145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -597149.812500 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -597149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -597151.000000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -597151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -597152.125000 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -597152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -597152.562500 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -597152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -597152.812500 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -597152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -597152.812500 Penalty: 4203.556152
	Iteration 28F: 3 clusters Score -597152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Entering Unmasked Estep 
Score: -16751451.000000 Penalty: 2915.103760
	Iteration 0F: 2 clusters Score -1.675145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -16667027.000000 Penalty: 5830.207520
	Iteration 0F: 3 clusters Score -1.666703e+07 nChanged 60507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -16701556.000000 Penalty: 5830.207520
	Iteration 1F: 3 clusters Score -1.670156e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -16702403.000000 Penalty: 5830.207520
	Iteration 2Q: 3 clusters Score -1.67024e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -16703368.000000 Penalty: 5830.207520
	Iteration 3Q: 3 clusters Score -1.670337e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -16704672.000000 Penalty: 5830.207520
	Iteration 4Q: 3 clusters Score -1.670467e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -16706303.000000 Penalty: 5830.207520
	Iteration 5Q: 3 clusters Score -1.67063e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -16708680.000000 Penalty: 5830.207520
	Iteration 6Q: 3 clusters Score -1.670868e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -16712591.000000 Penalty: 5830.207520
	Iteration 7F: 3 clusters Score -1.671259e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -16718229.000000 Penalty: 5830.207520
	Iteration 8F: 3 clusters Score -1.671823e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -16725499.000000 Penalty: 5830.207520
	Iteration 9F: 3 clusters Score -1.67255e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 107325 members 
Entering Unmasked Estep 
Score: -16732835.000000 Penalty: 5830.207520
	Iteration 10F: 3 clusters Score -1.673284e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -16739120.000000 Penalty: 5830.207520
	Iteration 11F: 3 clusters Score -1.673912e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -16743529.000000 Penalty: 5830.207520
	Iteration 12Q: 3 clusters Score -1.674353e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -16745902.000000 Penalty: 5830.207520
	Iteration 13Q: 3 clusters Score -1.67459e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -16747309.000000 Penalty: 5830.207520
	Iteration 14Q: 3 clusters Score -1.674731e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -16748057.000000 Penalty: 5830.207520
	Iteration 15Q: 3 clusters Score -1.674806e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -16748542.000000 Penalty: 5830.207520
	Iteration 16Q: 3 clusters Score -1.674854e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -16748742.000000 Penalty: 5830.207520
	Iteration 17Q: 3 clusters Score -1.674874e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -16748855.000000 Penalty: 5830.207520
	Iteration 18Q: 3 clusters Score -1.674886e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -16748940.000000 Penalty: 5830.207520
	Iteration 19Q: 3 clusters Score -1.674894e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -16748977.000000 Penalty: 5830.207520
	Iteration 20F: 3 clusters Score -1.674898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -16748992.000000 Penalty: 5830.207520
	Iteration 21Q: 3 clusters Score -1.674899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -16749013.000000 Penalty: 5830.207520
	Iteration 22Q: 3 clusters Score -1.674901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -16749001.000000 Penalty: 5830.207520
	Iteration 23Q: 3 clusters Score -1.6749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -16749023.000000 Penalty: 5830.207520
	Iteration 24Q: 3 clusters Score -1.674902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 126841 members 
Entering Unmasked Estep 
Score: -16749028.000000 Penalty: 5830.207520
	Iteration 25Q: 3 clusters Score -1.674903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -16749037.000000 Penalty: 5830.207520
	Iteration 26Q: 3 clusters Score -1.674904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -16749046.000000 Penalty: 5830.207520
	Iteration 27Q: 3 clusters Score -1.674905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -16749030.000000 Penalty: 5830.207520
	Iteration 28Q: 3 clusters Score -1.674903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -16749039.000000 Penalty: 5830.207520
	Iteration 29Q: 3 clusters Score -1.674904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16749033.000000 Penalty: 5830.207520
	Iteration 30Q: 3 clusters Score -1.674903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16749033.000000 Penalty: 5830.207520
	Iteration 31F: 3 clusters Score -1.674903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228326 members 
Entering Unmasked Estep 
Score: -30527324.000000 Penalty: 3059.955322
	Iteration 0F: 2 clusters Score -3.052732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -30388326.000000 Penalty: 6119.910645
	Iteration 0F: 3 clusters Score -3.038833e+07 nChanged 110259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -30454542.000000 Penalty: 6119.910645
	Iteration 1F: 3 clusters Score -3.045454e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -30456044.000000 Penalty: 6119.910645
	Iteration 2Q: 3 clusters Score -3.045604e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -30458130.000000 Penalty: 6119.910645
	Iteration 3Q: 3 clusters Score -3.045813e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -30461392.000000 Penalty: 6119.910645
	Iteration 4Q: 3 clusters Score -3.046139e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -30467032.000000 Penalty: 6119.910645
	Iteration 5Q: 3 clusters Score -3.046703e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -30475932.000000 Penalty: 6119.910645
	Iteration 6F: 3 clusters Score -3.047593e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -30487860.000000 Penalty: 6119.910645
	Iteration 7F: 3 clusters Score -3.048786e+07 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174625 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -30499388.000000 Penalty: 6119.910645
	Iteration 8F: 3 clusters Score -3.049939e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -30507368.000000 Penalty: 6119.910645
	Iteration 9F: 3 clusters Score -3.050737e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -30512244.000000 Penalty: 6119.910645
	Iteration 10Q: 3 clusters Score -3.051224e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197416 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -30515336.000000 Penalty: 6119.910645
	Iteration 11Q: 3 clusters Score -3.051534e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202494 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -30517776.000000 Penalty: 6119.910645
	Iteration 12Q: 3 clusters Score -3.051778e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206932 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -30519764.000000 Penalty: 6119.910645
	Iteration 13Q: 3 clusters Score -3.051976e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210785 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -30521594.000000 Penalty: 6119.910645
	Iteration 14Q: 3 clusters Score -3.052159e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -30523102.000000 Penalty: 6119.910645
	Iteration 15Q: 3 clusters Score -3.05231e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216999 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -30524346.000000 Penalty: 6119.910645
	Iteration 16Q: 3 clusters Score -3.052435e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219212 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -30525280.000000 Penalty: 6119.910645
	Iteration 17Q: 3 clusters Score -3.052528e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220805 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -30525904.000000 Penalty: 6119.910645
	Iteration 18Q: 3 clusters Score -3.05259e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221940 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -30526362.000000 Penalty: 6119.910645
	Iteration 19Q: 3 clusters Score -3.052636e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222758 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -30526680.000000 Penalty: 6119.910645
	Iteration 20F: 3 clusters Score -3.052668e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223333 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -30526814.000000 Penalty: 6119.910645
	Iteration 21Q: 3 clusters Score -3.052681e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223734 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -30526878.000000 Penalty: 6119.910645
	Iteration 22Q: 3 clusters Score -3.052688e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224027 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -30526998.000000 Penalty: 6119.910645
	Iteration 23Q: 3 clusters Score -3.0527e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -30527068.000000 Penalty: 6119.910645
	Iteration 24Q: 3 clusters Score -3.052707e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224443 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -30527092.000000 Penalty: 6119.910645
	Iteration 25Q: 3 clusters Score -3.052709e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224592 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -30527168.000000 Penalty: 6119.910645
	Iteration 26Q: 3 clusters Score -3.052717e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224707 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -30527166.000000 Penalty: 6119.910645
	Iteration 27Q: 3 clusters Score -3.052717e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224802 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -30527146.000000 Penalty: 6119.910645
	Iteration 28Q: 3 clusters Score -3.052715e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224875 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -30527182.000000 Penalty: 6119.910645
	Iteration 29Q: 3 clusters Score -3.052718e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224931 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -30527180.000000 Penalty: 6119.910645
	Iteration 30Q: 3 clusters Score -3.052718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224973 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -30527188.000000 Penalty: 6119.910645
	Iteration 31Q: 3 clusters Score -3.052719e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225007 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -30527200.000000 Penalty: 6119.910645
	Iteration 32Q: 3 clusters Score -3.05272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -30527226.000000 Penalty: 6119.910645
	Iteration 33Q: 3 clusters Score -3.052723e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225070 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -30527238.000000 Penalty: 6119.910645
	Iteration 34Q: 3 clusters Score -3.052724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225098 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -30527232.000000 Penalty: 6119.910645
	Iteration 35Q: 3 clusters Score -3.052723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225125 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -30527218.000000 Penalty: 6119.910645
	Iteration 36Q: 3 clusters Score -3.052722e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225152 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -30527252.000000 Penalty: 6119.910645
	Iteration 37Q: 3 clusters Score -3.052725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -30527254.000000 Penalty: 6119.910645
	Iteration 38Q: 3 clusters Score -3.052725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225207 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -30527252.000000 Penalty: 6119.910645
	Iteration 39Q: 3 clusters Score -3.052725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -30527194.000000 Penalty: 6119.910645
	Iteration 40F: 3 clusters Score -3.052719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225258 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -30527206.000000 Penalty: 6119.910645
	Iteration 41Q: 3 clusters Score -3.052721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225277 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -30527228.000000 Penalty: 6119.910645
	Iteration 42Q: 3 clusters Score -3.052723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225284 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -30527204.000000 Penalty: 6119.910645
	Iteration 43Q: 3 clusters Score -3.05272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225299 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -30527190.000000 Penalty: 6119.910645
	Iteration 44Q: 3 clusters Score -3.052719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225315 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -30527186.000000 Penalty: 6119.910645
	Iteration 45Q: 3 clusters Score -3.052719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225329 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -30527188.000000 Penalty: 6119.910645
	Iteration 46Q: 3 clusters Score -3.052719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225343 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -30527200.000000 Penalty: 6119.910645
	Iteration 47Q: 3 clusters Score -3.05272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225352 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -30527220.000000 Penalty: 6119.910645
	Iteration 48Q: 3 clusters Score -3.052722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225359 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -30527230.000000 Penalty: 6119.910645
	Iteration 49Q: 3 clusters Score -3.052723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225364 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -30527242.000000 Penalty: 6119.910645
	Iteration 50Q: 3 clusters Score -3.052724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225370 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -30527232.000000 Penalty: 6119.910645
	Iteration 51Q: 3 clusters Score -3.052723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -30527218.000000 Penalty: 6119.910645
	Iteration 52Q: 3 clusters Score -3.052722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -30527218.000000 Penalty: 6119.910645
	Iteration 53Q: 3 clusters Score -3.052722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -30527208.000000 Penalty: 6119.910645
	Iteration 54Q: 3 clusters Score -3.052721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -30527208.000000 Penalty: 6119.910645
	Iteration 55F: 3 clusters Score -3.052721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 2754.476562
	Iteration 0F: 2 clusters Score -8808999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -8764249.000000 Penalty: 5508.953125
	Iteration 0F: 3 clusters Score -8764249 nChanged 31160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8782138.000000 Penalty: 5508.953125
	Iteration 1F: 3 clusters Score -8782138 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -8783252.000000 Penalty: 5508.953125
	Iteration 2Q: 3 clusters Score -8783252 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -8784498.000000 Penalty: 5508.953125
	Iteration 3Q: 3 clusters Score -8784498 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8786104.000000 Penalty: 5508.953125
	Iteration 4F: 3 clusters Score -8786104 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8787692.000000 Penalty: 5508.953125
	Iteration 5F: 3 clusters Score -8787692 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -8789653.000000 Penalty: 5508.953125
	Iteration 6F: 3 clusters Score -8789653 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -8791947.000000 Penalty: 5508.953125
	Iteration 7F: 3 clusters Score -8791947 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -8794956.000000 Penalty: 5508.953125
	Iteration 8F: 3 clusters Score -8794956 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8798167.000000 Penalty: 5508.953125
	Iteration 9F: 3 clusters Score -8798167 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -8801063.000000 Penalty: 5508.953125
	Iteration 10F: 3 clusters Score -8801063 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -8802998.000000 Penalty: 5508.953125
	Iteration 11Q: 3 clusters Score -8802998 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8804174.000000 Penalty: 5508.953125
	Iteration 12Q: 3 clusters Score -8804174 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8805080.000000 Penalty: 5508.953125
	Iteration 13Q: 3 clusters Score -8805080 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8805768.000000 Penalty: 5508.953125
	Iteration 14Q: 3 clusters Score -8805768 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8806359.000000 Penalty: 5508.953125
	Iteration 15Q: 3 clusters Score -8806359 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8806758.000000 Penalty: 5508.953125
	Iteration 16Q: 3 clusters Score -8806758 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8807070.000000 Penalty: 5508.953125
	Iteration 17Q: 3 clusters Score -8807070 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -8807288.000000 Penalty: 5508.953125
	Iteration 18Q: 3 clusters Score -8807288 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8807465.000000 Penalty: 5508.953125
	Iteration 19Q: 3 clusters Score -8807465 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8807557.000000 Penalty: 5508.953125
	Iteration 20F: 3 clusters Score -8807557 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -8807604.000000 Penalty: 5508.953125
	Iteration 21Q: 3 clusters Score -8807604 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8807646.000000 Penalty: 5508.953125
	Iteration 22Q: 3 clusters Score -8807646 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8807669.000000 Penalty: 5508.953125
	Iteration 23Q: 3 clusters Score -8807669 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8807666.000000 Penalty: 5508.953125
	Iteration 24Q: 3 clusters Score -8807666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -8807699.000000 Penalty: 5508.953125
	Iteration 25Q: 3 clusters Score -8807699 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8807687.000000 Penalty: 5508.953125
	Iteration 26Q: 3 clusters Score -8807687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8807693.000000 Penalty: 5508.953125
	Iteration 27Q: 3 clusters Score -8807693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -8807697.000000 Penalty: 5508.953125
	Iteration 28Q: 3 clusters Score -8807697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8807696.000000 Penalty: 5508.953125
	Iteration 29Q: 3 clusters Score -8807696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -8807686.000000 Penalty: 5508.953125
	Iteration 30Q: 3 clusters Score -8807686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8807706.000000 Penalty: 5508.953125
	Iteration 31Q: 3 clusters Score -8807706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -8807697.000000 Penalty: 5508.953125
	Iteration 32Q: 3 clusters Score -8807697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -8807703.000000 Penalty: 5508.953125
	Iteration 33Q: 3 clusters Score -8807703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8807719.000000 Penalty: 5508.953125
	Iteration 34Q: 3 clusters Score -8807719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -8807713.000000 Penalty: 5508.953125
	Iteration 35Q: 3 clusters Score -8807713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -8807710.000000 Penalty: 5508.953125
	Iteration 36Q: 3 clusters Score -8807710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8807707.000000 Penalty: 5508.953125
	Iteration 37Q: 3 clusters Score -8807707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -8807717.000000 Penalty: 5508.953125
	Iteration 38Q: 3 clusters Score -8807717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -8807714.000000 Penalty: 5508.953125
	Iteration 39Q: 3 clusters Score -8807714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -8807706.000000 Penalty: 5508.953125
	Iteration 40F: 3 clusters Score -8807706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -8807710.000000 Penalty: 5508.953125
	Iteration 41Q: 3 clusters Score -8807710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -8807707.000000 Penalty: 5508.953125
	Iteration 42Q: 3 clusters Score -8807707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -8807689.000000 Penalty: 5508.953125
	Iteration 43Q: 3 clusters Score -8807689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -8807697.000000 Penalty: 5508.953125
	Iteration 44Q: 3 clusters Score -8807697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8807694.000000 Penalty: 5508.953125
	Iteration 45Q: 3 clusters Score -8807694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -8807680.000000 Penalty: 5508.953125
	Iteration 46Q: 3 clusters Score -8807680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -8807687.000000 Penalty: 5508.953125
	Iteration 47Q: 3 clusters Score -8807687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -8807687.000000 Penalty: 5508.953125
	Iteration 48Q: 3 clusters Score -8807687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -8807678.000000 Penalty: 5508.953125
	Iteration 49Q: 3 clusters Score -8807678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8807682.000000 Penalty: 5508.953125
	Iteration 50Q: 3 clusters Score -8807682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -8807684.000000 Penalty: 5508.953125
	Iteration 51Q: 3 clusters Score -8807684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -8807684.000000 Penalty: 5508.953125
	Iteration 52F: 3 clusters Score -8807684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -609282.812500 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -609282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -604953.500000 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -604953.5 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -605989.187500 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -605989.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -606216.750000 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -606216.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -606404.250000 Penalty: 4203.452637
	Iteration 3F: 3 clusters Score -606404.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -606549.375000 Penalty: 4203.452637
	Iteration 4Q: 3 clusters Score -606549.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -606664.375000 Penalty: 4203.452637
	Iteration 5Q: 3 clusters Score -606664.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -606766.062500 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -606766.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -606852.750000 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -606852.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -606942.562500 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -606942.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -607030.875000 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -607030.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -607099.062500 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -607099.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -607163.500000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -607163.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -607224.250000 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -607224.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -607265.500000 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -607265.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -607289.687500 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -607289.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -607308.500000 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -607308.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -607325.562500 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -607325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -607338.375000 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -607338.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -607348.000000 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -607348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -607357.750000 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -607357.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -607368.687500 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -607368.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -607376.875000 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -607376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -607383.937500 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -607383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -607391.812500 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -607391.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -607395.125000 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -607395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -607400.187500 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -607400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -607406.812500 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -607406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -607411.125000 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -607411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -607414.625000 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -607414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -607415.812500 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -607415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -607416.437500 Penalty: 4203.452637
	Iteration 30Q: 3 clusters Score -607416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -607416.750000 Penalty: 4203.452637
	Iteration 31Q: 3 clusters Score -607416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -607418.062500 Penalty: 4203.452637
	Iteration 32Q: 3 clusters Score -607418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -607418.375000 Penalty: 4203.452637
	Iteration 33Q: 3 clusters Score -607418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -607421.000000 Penalty: 4203.452637
	Iteration 34Q: 3 clusters Score -607421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -607422.625000 Penalty: 4203.452637
	Iteration 35Q: 3 clusters Score -607422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -607424.000000 Penalty: 4203.452637
	Iteration 36Q: 3 clusters Score -607424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -607426.312500 Penalty: 4203.452637
	Iteration 37Q: 3 clusters Score -607426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -607425.750000 Penalty: 4203.452637
	Iteration 38Q: 3 clusters Score -607425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -607426.875000 Penalty: 4203.452637
	Iteration 39Q: 3 clusters Score -607426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -607428.312500 Penalty: 4203.452637
	Iteration 40F: 3 clusters Score -607428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -607428.125000 Penalty: 4203.452637
	Iteration 41Q: 3 clusters Score -607428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -607428.125000 Penalty: 4203.452637
	Iteration 42F: 3 clusters Score -607428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Entering Unmasked Estep 
Score: -13081508.000000 Penalty: 2849.967529
	Iteration 0F: 2 clusters Score -1.308151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -13015843.000000 Penalty: 5699.935059
	Iteration 0F: 3 clusters Score -1.301584e+07 nChanged 46263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -13041817.000000 Penalty: 5699.935059
	Iteration 1F: 3 clusters Score -1.304182e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -13042354.000000 Penalty: 5699.935059
	Iteration 2Q: 3 clusters Score -1.304235e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -13042803.000000 Penalty: 5699.935059
	Iteration 3Q: 3 clusters Score -1.30428e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -13043507.000000 Penalty: 5699.935059
	Iteration 4Q: 3 clusters Score -1.304351e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -13044458.000000 Penalty: 5699.935059
	Iteration 5Q: 3 clusters Score -1.304446e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -13045918.000000 Penalty: 5699.935059
	Iteration 6Q: 3 clusters Score -1.304592e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -13048594.000000 Penalty: 5699.935059
	Iteration 7F: 3 clusters Score -1.304859e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -13052793.000000 Penalty: 5699.935059
	Iteration 8F: 3 clusters Score -1.305279e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -13059391.000000 Penalty: 5699.935059
	Iteration 9F: 3 clusters Score -1.305939e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -13066948.000000 Penalty: 5699.935059
	Iteration 10F: 3 clusters Score -1.306695e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -13073149.000000 Penalty: 5699.935059
	Iteration 11F: 3 clusters Score -1.307315e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -13076464.000000 Penalty: 5699.935059
	Iteration 12Q: 3 clusters Score -1.307646e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -13077860.000000 Penalty: 5699.935059
	Iteration 13Q: 3 clusters Score -1.307786e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -13078463.000000 Penalty: 5699.935059
	Iteration 14Q: 3 clusters Score -1.307846e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -13078772.000000 Penalty: 5699.935059
	Iteration 15Q: 3 clusters Score -1.307877e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -13078921.000000 Penalty: 5699.935059
	Iteration 16Q: 3 clusters Score -1.307892e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -13078972.000000 Penalty: 5699.935059
	Iteration 17Q: 3 clusters Score -1.307897e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -13079001.000000 Penalty: 5699.935059
	Iteration 18Q: 3 clusters Score -1.3079e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -13079031.000000 Penalty: 5699.935059
	Iteration 19Q: 3 clusters Score -1.307903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -13079032.000000 Penalty: 5699.935059
	Iteration 20F: 3 clusters Score -1.307903e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -13079070.000000 Penalty: 5699.935059
	Iteration 21Q: 3 clusters Score -1.307907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -13079085.000000 Penalty: 5699.935059
	Iteration 22Q: 3 clusters Score -1.307908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -13079096.000000 Penalty: 5699.935059
	Iteration 23Q: 3 clusters Score -1.30791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -13079102.000000 Penalty: 5699.935059
	Iteration 24Q: 3 clusters Score -1.30791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -13079126.000000 Penalty: 5699.935059
	Iteration 25Q: 3 clusters Score -1.307913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -13079120.000000 Penalty: 5699.935059
	Iteration 26Q: 3 clusters Score -1.307912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -13079125.000000 Penalty: 5699.935059
	Iteration 27Q: 3 clusters Score -1.307912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -13079139.000000 Penalty: 5699.935059
	Iteration 28Q: 3 clusters Score -1.307914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -13079140.000000 Penalty: 5699.935059
	Iteration 29Q: 3 clusters Score -1.307914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -13079149.000000 Penalty: 5699.935059
	Iteration 30Q: 3 clusters Score -1.307915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -13079150.000000 Penalty: 5699.935059
	Iteration 31Q: 3 clusters Score -1.307915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -13079161.000000 Penalty: 5699.935059
	Iteration 32Q: 3 clusters Score -1.307916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -13079167.000000 Penalty: 5699.935059
	Iteration 33Q: 3 clusters Score -1.307917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -13079157.000000 Penalty: 5699.935059
	Iteration 34Q: 3 clusters Score -1.307916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -13079152.000000 Penalty: 5699.935059
	Iteration 35Q: 3 clusters Score -1.307915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -13079155.000000 Penalty: 5699.935059
	Iteration 36Q: 3 clusters Score -1.307916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -13079157.000000 Penalty: 5699.935059
	Iteration 37Q: 3 clusters Score -1.307916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -13079168.000000 Penalty: 5699.935059
	Iteration 38Q: 3 clusters Score -1.307917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -13079163.000000 Penalty: 5699.935059
	Iteration 39Q: 3 clusters Score -1.307916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -13079175.000000 Penalty: 5699.935059
	Iteration 40F: 3 clusters Score -1.307918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -13079187.000000 Penalty: 5699.935059
	Iteration 41Q: 3 clusters Score -1.307919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -13079187.000000 Penalty: 5699.935059
	Iteration 42Q: 3 clusters Score -1.307919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -13079179.000000 Penalty: 5699.935059
	Iteration 43Q: 3 clusters Score -1.307918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -13079182.000000 Penalty: 5699.935059
	Iteration 44Q: 3 clusters Score -1.307918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -13079186.000000 Penalty: 5699.935059
	Iteration 45Q: 3 clusters Score -1.307919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -13079185.000000 Penalty: 5699.935059
	Iteration 46Q: 3 clusters Score -1.307918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -13079186.000000 Penalty: 5699.935059
	Iteration 47Q: 3 clusters Score -1.307919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -13079192.000000 Penalty: 5699.935059
	Iteration 48Q: 3 clusters Score -1.307919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -13079198.000000 Penalty: 5699.935059
	Iteration 49Q: 3 clusters Score -1.30792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 96880 members 
Entering Unmasked Estep 
Score: -13079201.000000 Penalty: 5699.935059
	Iteration 50Q: 3 clusters Score -1.30792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -13079199.000000 Penalty: 5699.935059
	Iteration 51Q: 3 clusters Score -1.30792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -13079198.000000 Penalty: 5699.935059
	Iteration 52Q: 3 clusters Score -1.30792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -13079205.000000 Penalty: 5699.935059
	Iteration 53Q: 3 clusters Score -1.30792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -13079207.000000 Penalty: 5699.935059
	Iteration 54Q: 3 clusters Score -1.307921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -13079200.000000 Penalty: 5699.935059
	Iteration 55Q: 3 clusters Score -1.30792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -13079206.000000 Penalty: 5699.935059
	Iteration 56Q: 3 clusters Score -1.307921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -13079205.000000 Penalty: 5699.935059
	Iteration 57Q: 3 clusters Score -1.30792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -13079205.000000 Penalty: 5699.935059
	Iteration 58F: 3 clusters Score -1.30792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Entering Unmasked Estep 
Score: -2710776.000000 Penalty: 2480.343750
	Iteration 0F: 2 clusters Score -2710776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2695335.750000 Penalty: 4960.687500
	Iteration 0F: 3 clusters Score -2695336 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2700702.000000 Penalty: 4960.687500
	Iteration 1F: 3 clusters Score -2700702 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2701260.000000 Penalty: 4960.687500
	Iteration 2F: 3 clusters Score -2701260 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2701798.250000 Penalty: 4960.687500
	Iteration 3F: 3 clusters Score -2701798 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2702303.500000 Penalty: 4960.687500
	Iteration 4Q: 3 clusters Score -2702304 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2702794.250000 Penalty: 4960.687500
	Iteration 5Q: 3 clusters Score -2702794 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2703254.750000 Penalty: 4960.687500
	Iteration 6Q: 3 clusters Score -2703255 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2703696.750000 Penalty: 4960.687500
	Iteration 7Q: 3 clusters Score -2703697 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2704066.250000 Penalty: 4960.687500
	Iteration 8Q: 3 clusters Score -2704066 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2704442.250000 Penalty: 4960.687500
	Iteration 9Q: 3 clusters Score -2704442 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2704779.250000 Penalty: 4960.687500
	Iteration 10Q: 3 clusters Score -2704779 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2705089.000000 Penalty: 4960.687500
	Iteration 11Q: 3 clusters Score -2705089 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2705346.750000 Penalty: 4960.687500
	Iteration 12Q: 3 clusters Score -2705347 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2705548.500000 Penalty: 4960.687500
	Iteration 13Q: 3 clusters Score -2705548 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2705721.500000 Penalty: 4960.687500
	Iteration 14Q: 3 clusters Score -2705722 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2705839.500000 Penalty: 4960.687500
	Iteration 15Q: 3 clusters Score -2705840 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2705928.750000 Penalty: 4960.687500
	Iteration 16Q: 3 clusters Score -2705929 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2706037.500000 Penalty: 4960.687500
	Iteration 17Q: 3 clusters Score -2706038 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2706130.500000 Penalty: 4960.687500
	Iteration 18Q: 3 clusters Score -2706130 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2706211.000000 Penalty: 4960.687500
	Iteration 19Q: 3 clusters Score -2706211 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2706311.500000 Penalty: 4960.687500
	Iteration 20F: 3 clusters Score -2706312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2706398.500000 Penalty: 4960.687500
	Iteration 21Q: 3 clusters Score -2706398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2706487.000000 Penalty: 4960.687500
	Iteration 22Q: 3 clusters Score -2706487 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2706557.000000 Penalty: 4960.687500
	Iteration 23Q: 3 clusters Score -2706557 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2706626.000000 Penalty: 4960.687500
	Iteration 24Q: 3 clusters Score -2706626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2706699.000000 Penalty: 4960.687500
	Iteration 25Q: 3 clusters Score -2706699 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2706755.750000 Penalty: 4960.687500
	Iteration 26Q: 3 clusters Score -2706756 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2706805.250000 Penalty: 4960.687500
	Iteration 27Q: 3 clusters Score -2706805 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2706870.250000 Penalty: 4960.687500
	Iteration 28Q: 3 clusters Score -2706870 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2706970.000000 Penalty: 4960.687500
	Iteration 29Q: 3 clusters Score -2706970 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2707034.250000 Penalty: 4960.687500
	Iteration 30Q: 3 clusters Score -2707034 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2707093.000000 Penalty: 4960.687500
	Iteration 31Q: 3 clusters Score -2707093 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2707159.000000 Penalty: 4960.687500
	Iteration 32Q: 3 clusters Score -2707159 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2707217.000000 Penalty: 4960.687500
	Iteration 33Q: 3 clusters Score -2707217 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2707289.250000 Penalty: 4960.687500
	Iteration 34Q: 3 clusters Score -2707289 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2707361.500000 Penalty: 4960.687500
	Iteration 35Q: 3 clusters Score -2707362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2707410.250000 Penalty: 4960.687500
	Iteration 36Q: 3 clusters Score -2707410 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2707459.000000 Penalty: 4960.687500
	Iteration 37Q: 3 clusters Score -2707459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2707523.000000 Penalty: 4960.687500
	Iteration 38Q: 3 clusters Score -2707523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2707568.000000 Penalty: 4960.687500
	Iteration 39Q: 3 clusters Score -2707568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2707632.500000 Penalty: 4960.687500
	Iteration 40F: 3 clusters Score -2707632 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2707693.000000 Penalty: 4960.687500
	Iteration 41Q: 3 clusters Score -2707693 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2707766.500000 Penalty: 4960.687500
	Iteration 42Q: 3 clusters Score -2707766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2707824.000000 Penalty: 4960.687500
	Iteration 43Q: 3 clusters Score -2707824 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2707900.000000 Penalty: 4960.687500
	Iteration 44Q: 3 clusters Score -2707900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2707980.750000 Penalty: 4960.687500
	Iteration 45Q: 3 clusters Score -2707981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2708064.250000 Penalty: 4960.687500
	Iteration 46Q: 3 clusters Score -2708064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2708160.500000 Penalty: 4960.687500
	Iteration 47Q: 3 clusters Score -2708160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2708270.250000 Penalty: 4960.687500
	Iteration 48Q: 3 clusters Score -2708270 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2708363.000000 Penalty: 4960.687500
	Iteration 49Q: 3 clusters Score -2708363 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2708459.000000 Penalty: 4960.687500
	Iteration 50Q: 3 clusters Score -2708459 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2708523.750000 Penalty: 4960.687500
	Iteration 51Q: 3 clusters Score -2708524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2708590.000000 Penalty: 4960.687500
	Iteration 52Q: 3 clusters Score -2708590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2708640.500000 Penalty: 4960.687500
	Iteration 53Q: 3 clusters Score -2708640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2708686.000000 Penalty: 4960.687500
	Iteration 54Q: 3 clusters Score -2708686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2708710.250000 Penalty: 4960.687500
	Iteration 55Q: 3 clusters Score -2708710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2708742.250000 Penalty: 4960.687500
	Iteration 56Q: 3 clusters Score -2708742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2708768.000000 Penalty: 4960.687500
	Iteration 57Q: 3 clusters Score -2708768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2708800.000000 Penalty: 4960.687500
	Iteration 58Q: 3 clusters Score -2708800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2708818.000000 Penalty: 4960.687500
	Iteration 59Q: 3 clusters Score -2708818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2708838.750000 Penalty: 4960.687500
	Iteration 60F: 3 clusters Score -2708839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2708845.750000 Penalty: 4960.687500
	Iteration 61Q: 3 clusters Score -2708846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2708862.750000 Penalty: 4960.687500
	Iteration 62Q: 3 clusters Score -2708863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2708884.250000 Penalty: 4960.687500
	Iteration 63Q: 3 clusters Score -2708884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2708893.000000 Penalty: 4960.687500
	Iteration 64Q: 3 clusters Score -2708893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2708904.000000 Penalty: 4960.687500
	Iteration 65Q: 3 clusters Score -2708904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2708913.750000 Penalty: 4960.687500
	Iteration 66Q: 3 clusters Score -2708914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2708921.500000 Penalty: 4960.687500
	Iteration 67Q: 3 clusters Score -2708922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2708924.750000 Penalty: 4960.687500
	Iteration 68Q: 3 clusters Score -2708925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2708933.750000 Penalty: 4960.687500
	Iteration 69Q: 3 clusters Score -2708934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2708938.000000 Penalty: 4960.687500
	Iteration 70Q: 3 clusters Score -2708938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2708941.000000 Penalty: 4960.687500
	Iteration 71Q: 3 clusters Score -2708941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2708949.500000 Penalty: 4960.687500
	Iteration 72Q: 3 clusters Score -2708950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2708954.000000 Penalty: 4960.687500
	Iteration 73Q: 3 clusters Score -2708954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2708959.250000 Penalty: 4960.687500
	Iteration 74Q: 3 clusters Score -2708959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2708961.000000 Penalty: 4960.687500
	Iteration 75Q: 3 clusters Score -2708961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2708967.000000 Penalty: 4960.687500
	Iteration 76Q: 3 clusters Score -2708967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2708970.250000 Penalty: 4960.687500
	Iteration 77Q: 3 clusters Score -2708970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2708974.250000 Penalty: 4960.687500
	Iteration 78Q: 3 clusters Score -2708974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2708976.250000 Penalty: 4960.687500
	Iteration 79Q: 3 clusters Score -2708976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2708979.250000 Penalty: 4960.687500
	Iteration 80F: 3 clusters Score -2708979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2708982.500000 Penalty: 4960.687500
	Iteration 81Q: 3 clusters Score -2708982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2708987.750000 Penalty: 4960.687500
	Iteration 82Q: 3 clusters Score -2708988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2708987.500000 Penalty: 4960.687500
	Iteration 83Q: 3 clusters Score -2708988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2708988.500000 Penalty: 4960.687500
	Iteration 84Q: 3 clusters Score -2708988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2708991.750000 Penalty: 4960.687500
	Iteration 85Q: 3 clusters Score -2708992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2708995.250000 Penalty: 4960.687500
	Iteration 86Q: 3 clusters Score -2708995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2709000.500000 Penalty: 4960.687500
	Iteration 87Q: 3 clusters Score -2709000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2709008.500000 Penalty: 4960.687500
	Iteration 88Q: 3 clusters Score -2709008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2709007.000000 Penalty: 4960.687500
	Iteration 89Q: 3 clusters Score -2709007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2709014.750000 Penalty: 4960.687500
	Iteration 90Q: 3 clusters Score -2709015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2709013.000000 Penalty: 4960.687500
	Iteration 91Q: 3 clusters Score -2709013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2709015.500000 Penalty: 4960.687500
	Iteration 92Q: 3 clusters Score -2709016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2709021.000000 Penalty: 4960.687500
	Iteration 93Q: 3 clusters Score -2709021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2709018.000000 Penalty: 4960.687500
	Iteration 94Q: 3 clusters Score -2709018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2709016.750000 Penalty: 4960.687500
	Iteration 95Q: 3 clusters Score -2709017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2709018.750000 Penalty: 4960.687500
	Iteration 96Q: 3 clusters Score -2709019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2709018.750000 Penalty: 4960.687500
	Iteration 97Q: 3 clusters Score -2709019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2709021.250000 Penalty: 4960.687500
	Iteration 98Q: 3 clusters Score -2709021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2709020.250000 Penalty: 4960.687500
	Iteration 99Q: 3 clusters Score -2709020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2709022.000000 Penalty: 4960.687500
	Iteration 100F: 3 clusters Score -2709022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2709022.000000 Penalty: 4960.687500
	Iteration 101Q: 3 clusters Score -2709022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2709025.750000 Penalty: 4960.687500
	Iteration 102Q: 3 clusters Score -2709026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2709024.250000 Penalty: 4960.687500
	Iteration 103Q: 3 clusters Score -2709024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2709027.000000 Penalty: 4960.687500
	Iteration 104Q: 3 clusters Score -2709027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2709025.250000 Penalty: 4960.687500
	Iteration 105Q: 3 clusters Score -2709025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2709024.000000 Penalty: 4960.687500
	Iteration 106Q: 3 clusters Score -2709024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2709024.500000 Penalty: 4960.687500
	Iteration 107Q: 3 clusters Score -2709024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2709022.750000 Penalty: 4960.687500
	Iteration 108Q: 3 clusters Score -2709023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2709020.250000 Penalty: 4960.687500
	Iteration 109Q: 3 clusters Score -2709020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2709033.000000 Penalty: 4960.687500
	Iteration 110Q: 3 clusters Score -2709033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2709027.000000 Penalty: 4960.687500
	Iteration 111Q: 3 clusters Score -2709027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2709030.750000 Penalty: 4960.687500
	Iteration 112Q: 3 clusters Score -2709031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2709029.250000 Penalty: 4960.687500
	Iteration 113Q: 3 clusters Score -2709029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2709027.750000 Penalty: 4960.687500
	Iteration 114Q: 3 clusters Score -2709028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2709032.000000 Penalty: 4960.687500
	Iteration 115Q: 3 clusters Score -2709032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2709030.000000 Penalty: 4960.687500
	Iteration 116Q: 3 clusters Score -2709030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2709029.750000 Penalty: 4960.687500
	Iteration 117Q: 3 clusters Score -2709030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2709032.250000 Penalty: 4960.687500
	Iteration 118Q: 3 clusters Score -2709032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2709039.000000 Penalty: 4960.687500
	Iteration 119Q: 3 clusters Score -2709039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2709039.250000 Penalty: 4960.687500
	Iteration 120F: 3 clusters Score -2709039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2709038.250000 Penalty: 4960.687500
	Iteration 121Q: 3 clusters Score -2709038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2709034.750000 Penalty: 4960.687500
	Iteration 122Q: 3 clusters Score -2709035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2709034.750000 Penalty: 4960.687500
	Iteration 123F: 3 clusters Score -2709035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128750 members 
Entering Unmasked Estep 
Score: -17409380.000000 Penalty: 2917.875732
	Iteration 0F: 2 clusters Score -1.740938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -17324166.000000 Penalty: 5835.751465
	Iteration 0F: 3 clusters Score -1.732417e+07 nChanged 61191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -17359402.000000 Penalty: 5835.751465
	Iteration 1F: 3 clusters Score -1.73594e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -17360212.000000 Penalty: 5835.751465
	Iteration 2Q: 3 clusters Score -1.736021e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -17361062.000000 Penalty: 5835.751465
	Iteration 3Q: 3 clusters Score -1.736106e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -17362230.000000 Penalty: 5835.751465
	Iteration 4Q: 3 clusters Score -1.736223e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -17364086.000000 Penalty: 5835.751465
	Iteration 5Q: 3 clusters Score -1.736409e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -17367282.000000 Penalty: 5835.751465
	Iteration 6F: 3 clusters Score -1.736728e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -17372822.000000 Penalty: 5835.751465
	Iteration 7F: 3 clusters Score -1.737282e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -17381480.000000 Penalty: 5835.751465
	Iteration 8F: 3 clusters Score -1.738148e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -17391662.000000 Penalty: 5835.751465
	Iteration 9F: 3 clusters Score -1.739166e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -17400124.000000 Penalty: 5835.751465
	Iteration 10F: 3 clusters Score -1.740012e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -17404520.000000 Penalty: 5835.751465
	Iteration 11Q: 3 clusters Score -1.740452e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127967 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17405998.000000 Penalty: 5835.751465
	Iteration 12Q: 3 clusters Score -1.7406e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17406498.000000 Penalty: 5835.751465
	Iteration 13Q: 3 clusters Score -1.74065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17406666.000000 Penalty: 5835.751465
	Iteration 14Q: 3 clusters Score -1.740667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17406722.000000 Penalty: 5835.751465
	Iteration 15Q: 3 clusters Score -1.740672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17406758.000000 Penalty: 5835.751465
	Iteration 16Q: 3 clusters Score -1.740676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128538 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17406776.000000 Penalty: 5835.751465
	Iteration 17Q: 3 clusters Score -1.740678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17406780.000000 Penalty: 5835.751465
	Iteration 18Q: 3 clusters Score -1.740678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17406784.000000 Penalty: 5835.751465
	Iteration 19Q: 3 clusters Score -1.740678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17406784.000000 Penalty: 5835.751465
	Iteration 20F: 3 clusters Score -1.740678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1440757.625000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1440758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1432567.000000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1432567 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1435206.375000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1435206 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1435644.375000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1435644 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1435950.750000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1435951 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1436194.125000 Penalty: 4610.116699
	Iteration 4Q: 3 clusters Score -1436194 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1436365.625000 Penalty: 4610.116699
	Iteration 5Q: 3 clusters Score -1436366 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1436497.500000 Penalty: 4610.116699
	Iteration 6Q: 3 clusters Score -1436498 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1436623.750000 Penalty: 4610.116699
	Iteration 7Q: 3 clusters Score -1436624 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1436749.500000 Penalty: 4610.116699
	Iteration 8Q: 3 clusters Score -1436750 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1436871.750000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -1436872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1437000.500000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1437000 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1437143.500000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1437144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1437281.500000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1437282 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1437399.125000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1437399 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1437513.875000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1437514 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1437610.000000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1437610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1437684.500000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1437684 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1437750.125000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1437750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1437791.500000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1437792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1437827.625000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1437828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1437852.000000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1437852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1437886.375000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1437886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1437914.500000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1437914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1437938.750000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1437939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1437973.375000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1437973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1437992.750000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1437993 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1438015.500000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -1438016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1438031.750000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -1438032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1438049.625000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -1438050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1438071.875000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -1438072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1438096.625000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -1438097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1438131.875000 Penalty: 4610.116699
	Iteration 31Q: 3 clusters Score -1438132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1438161.250000 Penalty: 4610.116699
	Iteration 32Q: 3 clusters Score -1438161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1438183.625000 Penalty: 4610.116699
	Iteration 33Q: 3 clusters Score -1438184 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1438217.500000 Penalty: 4610.116699
	Iteration 34Q: 3 clusters Score -1438218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1438249.125000 Penalty: 4610.116699
	Iteration 35Q: 3 clusters Score -1438249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1438283.250000 Penalty: 4610.116699
	Iteration 36Q: 3 clusters Score -1438283 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1438311.625000 Penalty: 4610.116699
	Iteration 37Q: 3 clusters Score -1438312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1438334.250000 Penalty: 4610.116699
	Iteration 38Q: 3 clusters Score -1438334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1438357.000000 Penalty: 4610.116699
	Iteration 39Q: 3 clusters Score -1438357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1438374.125000 Penalty: 4610.116699
	Iteration 40F: 3 clusters Score -1438374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1438385.625000 Penalty: 4610.116699
	Iteration 41Q: 3 clusters Score -1438386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1438393.000000 Penalty: 4610.116699
	Iteration 42Q: 3 clusters Score -1438393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1438405.250000 Penalty: 4610.116699
	Iteration 43Q: 3 clusters Score -1438405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1438425.375000 Penalty: 4610.116699
	Iteration 44Q: 3 clusters Score -1438425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1438438.875000 Penalty: 4610.116699
	Iteration 45Q: 3 clusters Score -1438439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1438453.250000 Penalty: 4610.116699
	Iteration 46Q: 3 clusters Score -1438453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1438464.625000 Penalty: 4610.116699
	Iteration 47Q: 3 clusters Score -1438465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1438475.125000 Penalty: 4610.116699
	Iteration 48Q: 3 clusters Score -1438475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1438480.875000 Penalty: 4610.116699
	Iteration 49Q: 3 clusters Score -1438481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1438487.500000 Penalty: 4610.116699
	Iteration 50Q: 3 clusters Score -1438488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1438494.625000 Penalty: 4610.116699
	Iteration 51Q: 3 clusters Score -1438495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1438497.000000 Penalty: 4610.116699
	Iteration 52Q: 3 clusters Score -1438497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1438507.000000 Penalty: 4610.116699
	Iteration 53Q: 3 clusters Score -1438507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1438520.125000 Penalty: 4610.116699
	Iteration 54Q: 3 clusters Score -1438520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1438532.750000 Penalty: 4610.116699
	Iteration 55Q: 3 clusters Score -1438533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1438546.750000 Penalty: 4610.116699
	Iteration 56Q: 3 clusters Score -1438547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1438560.750000 Penalty: 4610.116699
	Iteration 57Q: 3 clusters Score -1438561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1438569.500000 Penalty: 4610.116699
	Iteration 58Q: 3 clusters Score -1438570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1438576.625000 Penalty: 4610.116699
	Iteration 59Q: 3 clusters Score -1438577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1438590.000000 Penalty: 4610.116699
	Iteration 60F: 3 clusters Score -1438590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1438595.500000 Penalty: 4610.116699
	Iteration 61Q: 3 clusters Score -1438596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1438603.000000 Penalty: 4610.116699
	Iteration 62Q: 3 clusters Score -1438603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1438609.625000 Penalty: 4610.116699
	Iteration 63Q: 3 clusters Score -1438610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1438615.625000 Penalty: 4610.116699
	Iteration 64Q: 3 clusters Score -1438616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1438622.500000 Penalty: 4610.116699
	Iteration 65Q: 3 clusters Score -1438622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1438620.375000 Penalty: 4610.116699
	Iteration 66Q: 3 clusters Score -1438620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1438629.125000 Penalty: 4610.116699
	Iteration 67Q: 3 clusters Score -1438629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1438626.125000 Penalty: 4610.116699
	Iteration 68Q: 3 clusters Score -1438626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1438629.375000 Penalty: 4610.116699
	Iteration 69Q: 3 clusters Score -1438629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1438629.250000 Penalty: 4610.116699
	Iteration 70Q: 3 clusters Score -1438629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1438632.875000 Penalty: 4610.116699
	Iteration 71Q: 3 clusters Score -1438633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1438639.625000 Penalty: 4610.116699
	Iteration 72Q: 3 clusters Score -1438640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1438643.625000 Penalty: 4610.116699
	Iteration 73Q: 3 clusters Score -1438644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1438650.125000 Penalty: 4610.116699
	Iteration 74Q: 3 clusters Score -1438650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1438661.000000 Penalty: 4610.116699
	Iteration 75Q: 3 clusters Score -1438661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1438667.500000 Penalty: 4610.116699
	Iteration 76Q: 3 clusters Score -1438668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1438678.000000 Penalty: 4610.116699
	Iteration 77Q: 3 clusters Score -1438678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1438683.750000 Penalty: 4610.116699
	Iteration 78Q: 3 clusters Score -1438684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1438691.750000 Penalty: 4610.116699
	Iteration 79Q: 3 clusters Score -1438692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1438695.875000 Penalty: 4610.116699
	Iteration 80F: 3 clusters Score -1438696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1438698.250000 Penalty: 4610.116699
	Iteration 81Q: 3 clusters Score -1438698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1438701.625000 Penalty: 4610.116699
	Iteration 82Q: 3 clusters Score -1438702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1438701.500000 Penalty: 4610.116699
	Iteration 83Q: 3 clusters Score -1438702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1438701.375000 Penalty: 4610.116699
	Iteration 84Q: 3 clusters Score -1438701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1438708.000000 Penalty: 4610.116699
	Iteration 85Q: 3 clusters Score -1438708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1438709.000000 Penalty: 4610.116699
	Iteration 86Q: 3 clusters Score -1438709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1438711.500000 Penalty: 4610.116699
	Iteration 87Q: 3 clusters Score -1438712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1438713.625000 Penalty: 4610.116699
	Iteration 88Q: 3 clusters Score -1438714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1438715.500000 Penalty: 4610.116699
	Iteration 89Q: 3 clusters Score -1438716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1438716.125000 Penalty: 4610.116699
	Iteration 90Q: 3 clusters Score -1438716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1438719.125000 Penalty: 4610.116699
	Iteration 91Q: 3 clusters Score -1438719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1438719.500000 Penalty: 4610.116699
	Iteration 92Q: 3 clusters Score -1438720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1438720.875000 Penalty: 4610.116699
	Iteration 93Q: 3 clusters Score -1438721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1438722.750000 Penalty: 4610.116699
	Iteration 94Q: 3 clusters Score -1438723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1438722.500000 Penalty: 4610.116699
	Iteration 95Q: 3 clusters Score -1438722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1438726.000000 Penalty: 4610.116699
	Iteration 96Q: 3 clusters Score -1438726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1438725.000000 Penalty: 4610.116699
	Iteration 97Q: 3 clusters Score -1438725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1438731.250000 Penalty: 4610.116699
	Iteration 98Q: 3 clusters Score -1438731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1438735.000000 Penalty: 4610.116699
	Iteration 99Q: 3 clusters Score -1438735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1438738.750000 Penalty: 4610.116699
	Iteration 100F: 3 clusters Score -1438739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1438742.125000 Penalty: 4610.116699
	Iteration 101Q: 3 clusters Score -1438742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1438741.875000 Penalty: 4610.116699
	Iteration 102Q: 3 clusters Score -1438742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1438745.000000 Penalty: 4610.116699
	Iteration 103Q: 3 clusters Score -1438745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1438750.375000 Penalty: 4610.116699
	Iteration 104Q: 3 clusters Score -1438750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1438749.375000 Penalty: 4610.116699
	Iteration 105Q: 3 clusters Score -1438749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1438752.000000 Penalty: 4610.116699
	Iteration 106Q: 3 clusters Score -1438752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1438750.875000 Penalty: 4610.116699
	Iteration 107Q: 3 clusters Score -1438751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1438753.000000 Penalty: 4610.116699
	Iteration 108Q: 3 clusters Score -1438753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1438753.000000 Penalty: 4610.116699
	Iteration 109F: 3 clusters Score -1438753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -3754583.750000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -3754584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3734834.500000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -3734834 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3741902.500000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -3741902 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3742484.500000 Penalty: 5088.373047
	Iteration 2F: 3 clusters Score -3742484 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3743148.250000 Penalty: 5088.373047
	Iteration 3F: 3 clusters Score -3743148 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3743954.750000 Penalty: 5088.373047
	Iteration 4F: 3 clusters Score -3743955 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3745060.000000 Penalty: 5088.373047
	Iteration 5F: 3 clusters Score -3745060 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3746303.250000 Penalty: 5088.373047
	Iteration 6F: 3 clusters Score -3746303 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3747621.750000 Penalty: 5088.373047
	Iteration 7F: 3 clusters Score -3747622 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3748817.750000 Penalty: 5088.373047
	Iteration 8F: 3 clusters Score -3748818 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3749811.250000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -3749811 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3750620.000000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -3750620 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3751393.500000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -3751394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3752152.500000 Penalty: 5088.373047
	Iteration 12Q: 3 clusters Score -3752152 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3752554.000000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -3752554 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3752731.000000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -3752731 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3752825.500000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -3752826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3752886.250000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -3752886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3752942.250000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -3752942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3752962.250000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -3752962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3752989.750000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -3752990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3753013.750000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -3753014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3753028.250000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -3753028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3753034.000000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -3753034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3753037.750000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -3753038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3753044.250000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -3753044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3753042.000000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -3753042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3753037.750000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -3753038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3753041.250000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -3753041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3753037.750000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -3753038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3753047.500000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -3753048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3753047.250000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -3753047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3753050.750000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -3753051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3753056.750000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -3753057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3753053.500000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -3753054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3753056.250000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -3753056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3753050.750000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -3753051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3753051.750000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -3753052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3753052.000000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -3753052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3753052.250000 Penalty: 5088.373047
	Iteration 38Q: 3 clusters Score -3753052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3753051.000000 Penalty: 5088.373047
	Iteration 39Q: 3 clusters Score -3753051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3753051.250000 Penalty: 5088.373047
	Iteration 40F: 3 clusters Score -3753051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3753051.750000 Penalty: 5088.373047
	Iteration 41Q: 3 clusters Score -3753052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3753054.750000 Penalty: 5088.373047
	Iteration 42Q: 3 clusters Score -3753055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3753048.750000 Penalty: 5088.373047
	Iteration 43Q: 3 clusters Score -3753049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3753051.000000 Penalty: 5088.373047
	Iteration 44Q: 3 clusters Score -3753051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3753054.000000 Penalty: 5088.373047
	Iteration 45Q: 3 clusters Score -3753054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3753054.750000 Penalty: 5088.373047
	Iteration 46Q: 3 clusters Score -3753055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3753054.750000 Penalty: 5088.373047
	Iteration 47F: 3 clusters Score -3753055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Entering Unmasked Estep 
Score: -18216008.000000 Penalty: 2931.813232
	Iteration 0F: 2 clusters Score -1.821601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -18126328.000000 Penalty: 5863.626465
	Iteration 0F: 3 clusters Score -1.812633e+07 nChanged 64911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -18163884.000000 Penalty: 5863.626465
	Iteration 1F: 3 clusters Score -1.816388e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -18165098.000000 Penalty: 5863.626465
	Iteration 2Q: 3 clusters Score -1.81651e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -18166728.000000 Penalty: 5863.626465
	Iteration 3Q: 3 clusters Score -1.816673e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -18169726.000000 Penalty: 5863.626465
	Iteration 4Q: 3 clusters Score -1.816973e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -18174332.000000 Penalty: 5863.626465
	Iteration 5F: 3 clusters Score -1.817433e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -18181262.000000 Penalty: 5863.626465
	Iteration 6F: 3 clusters Score -1.818126e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -18189892.000000 Penalty: 5863.626465
	Iteration 7F: 3 clusters Score -1.818989e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -18199046.000000 Penalty: 5863.626465
	Iteration 8F: 3 clusters Score -1.819905e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127079 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -18206096.000000 Penalty: 5863.626465
	Iteration 9F: 3 clusters Score -1.82061e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131975 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -18210210.000000 Penalty: 5863.626465
	Iteration 10Q: 3 clusters Score -1.821021e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134430 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -18212110.000000 Penalty: 5863.626465
	Iteration 11Q: 3 clusters Score -1.821211e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -18212870.000000 Penalty: 5863.626465
	Iteration 12Q: 3 clusters Score -1.821287e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18213130.000000 Penalty: 5863.626465
	Iteration 13Q: 3 clusters Score -1.821313e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18213292.000000 Penalty: 5863.626465
	Iteration 14Q: 3 clusters Score -1.821329e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18213384.000000 Penalty: 5863.626465
	Iteration 15Q: 3 clusters Score -1.821338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18213424.000000 Penalty: 5863.626465
	Iteration 16Q: 3 clusters Score -1.821342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18213442.000000 Penalty: 5863.626465
	Iteration 17Q: 3 clusters Score -1.821344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18213460.000000 Penalty: 5863.626465
	Iteration 18Q: 3 clusters Score -1.821346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -18213480.000000 Penalty: 5863.626465
	Iteration 19Q: 3 clusters Score -1.821348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135872 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18213478.000000 Penalty: 5863.626465
	Iteration 20F: 3 clusters Score -1.821348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18213494.000000 Penalty: 5863.626465
	Iteration 21Q: 3 clusters Score -1.821349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18213488.000000 Penalty: 5863.626465
	Iteration 22Q: 3 clusters Score -1.821349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18213510.000000 Penalty: 5863.626465
	Iteration 23Q: 3 clusters Score -1.821351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18213498.000000 Penalty: 5863.626465
	Iteration 24Q: 3 clusters Score -1.82135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18213508.000000 Penalty: 5863.626465
	Iteration 25Q: 3 clusters Score -1.821351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18213508.000000 Penalty: 5863.626465
	Iteration 26Q: 3 clusters Score -1.821351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18213512.000000 Penalty: 5863.626465
	Iteration 27Q: 3 clusters Score -1.821351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18213520.000000 Penalty: 5863.626465
	Iteration 28Q: 3 clusters Score -1.821352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135888 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18213514.000000 Penalty: 5863.626465
	Iteration 29Q: 3 clusters Score -1.821351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18213502.000000 Penalty: 5863.626465
	Iteration 30Q: 3 clusters Score -1.82135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18213518.000000 Penalty: 5863.626465
	Iteration 31Q: 3 clusters Score -1.821352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18213510.000000 Penalty: 5863.626465
	Iteration 32Q: 3 clusters Score -1.821351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18213510.000000 Penalty: 5863.626465
	Iteration 33F: 3 clusters Score -1.821351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 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 632 members 
Entering Unmasked Estep 
Score: -159595.062500 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159595.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160023.625000 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160023.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160312.234375 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160312.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160827.453125 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -160827.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161448.000000 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -161448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -162003.421875 Penalty: 3551.008789
	Iteration 5F: 3 clusters Score -162003.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -162262.593750 Penalty: 3551.008789
	Iteration 6F: 3 clusters Score -162262.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -162317.500000 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -162317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162354.687500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -162354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162390.968750 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -162391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162403.375000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -162403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162406.750000 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -162406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162406.750000 Penalty: 3551.008789
	Iteration 12F: 3 clusters Score -162406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228326 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97910 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128750 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136193 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79740 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 833 members 
Entering Unmasked Estep 
Score: -181125792.000000 Penalty: 119358.375000
Splitting cluster 15 changes total score from -181126864.000000 to -181125792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -591534.000000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -591534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -587301.937500 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -587301.9 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -588317.562500 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -588317.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -588548.625000 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -588548.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -588699.437500 Penalty: 4175.893066
	Iteration 3F: 3 clusters Score -588699.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -588803.625000 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -588803.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -588875.750000 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -588875.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -588939.187500 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -588939.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -589006.562500 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -589006.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -589064.250000 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -589064.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -589115.812500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -589115.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -589163.875000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -589163.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -589201.750000 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -589201.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -589240.250000 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -589240.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -589274.000000 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -589274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -589303.125000 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -589303.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -589326.937500 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -589326.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -589341.125000 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -589341.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -589359.062500 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -589359.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -589371.750000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -589371.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -589382.437500 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -589382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -589391.875000 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -589391.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -589398.750000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -589398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -589402.625000 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -589402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -589404.937500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -589404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -589411.062500 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -589411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -589414.125000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -589414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -589416.875000 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -589416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -589420.562500 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -589420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -589424.250000 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -589424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -589427.562500 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -589427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -589429.812500 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -589429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -589432.250000 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -589432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -589435.375000 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -589435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -589438.312500 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -589438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -589441.062500 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -589441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -589444.000000 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -589444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589444.375000 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -589444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589445.750000 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -589445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589445.750000 Penalty: 4175.893066
	Iteration 38F: 3 clusters Score -589445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -561669.500000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -561669.5 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 2227 members 
Entering Unmasked Estep 
Score: -557523.750000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -557523.8 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -558495.625000 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -558495.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -558719.125000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -558719.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -558847.375000 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -558847.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -558924.250000 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -558924.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -558982.562500 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -558982.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -559026.562500 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -559026.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -559058.875000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -559058.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -559091.437500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -559091.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -559126.312500 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -559126.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -559163.625000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -559163.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -559190.812500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -559190.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -559214.812500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -559214.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -559250.062500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -559250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559289.312500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -559289.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -559342.062500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -559342.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -559390.125000 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -559390.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -559424.000000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -559424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -559443.500000 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -559443.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -559468.000000 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -559468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -559498.812500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -559498.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -559533.000000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -559533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -559574.937500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -559574.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -559618.062500 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -559618.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559664.375000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -559664.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559736.375000 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -559736.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -559829.375000 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -559829.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -559928.687500 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -559928.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -560004.312500 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -560004.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -560044.375000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -560044.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -560093.312500 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -560093.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -560136.312500 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -560136.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -560173.500000 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -560173.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -560207.812500 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -560207.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -560229.125000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -560229.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -560248.937500 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -560248.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -560264.562500 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -560264.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -560279.000000 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -560279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -560288.000000 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -560288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -560296.937500 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -560296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -560305.687500 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -560305.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -560312.125000 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -560312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -560319.875000 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -560319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -560326.125000 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -560326.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -560335.312500 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -560335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -560340.812500 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -560340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -560344.937500 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -560344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -560347.875000 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -560347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -560351.562500 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -560351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -560354.312500 Penalty: 4167.061035
	Iteration 49Q: 3 clusters Score -560354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -560354.875000 Penalty: 4167.061035
	Iteration 50Q: 3 clusters Score -560354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -560355.062500 Penalty: 4167.061035
	Iteration 51Q: 3 clusters Score -560355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -560357.000000 Penalty: 4167.061035
	Iteration 52Q: 3 clusters Score -560357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -560358.312500 Penalty: 4167.061035
	Iteration 53Q: 3 clusters Score -560358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -560358.312500 Penalty: 4167.061035
	Iteration 54F: 3 clusters Score -560358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -978164.375000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -978164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -972111.437500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -972111.4 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -973697.187500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -973697.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -973945.875000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -973945.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -974103.750000 Penalty: 4419.583496
	Iteration 3Q: 3 clusters Score -974103.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -974223.187500 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -974223.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -974304.250000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -974304.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -974383.562500 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -974383.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -974458.312500 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -974458.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -974528.250000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -974528.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -974599.937500 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -974599.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -974685.437500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -974685.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -974819.500000 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -974819.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -974953.000000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -974953 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -975129.375000 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -975129.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -975360.250000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -975360.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -975579.250000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -975579.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -975741.437500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -975741.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -975860.250000 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -975860.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -975945.562500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -975945.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -976011.125000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -976011.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -976058.375000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -976058.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -976096.812500 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -976096.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -976123.875000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -976123.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -976144.312500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -976144.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -976154.125000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -976154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -976162.000000 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -976162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -976166.250000 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -976166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -976168.750000 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -976168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -976172.750000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -976172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -976174.187500 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -976174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -976178.625000 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -976178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -976179.187500 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -976179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -976183.000000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -976183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -976185.875000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -976185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -976188.750000 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -976188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -976188.750000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -976188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -976189.937500 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -976189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -976191.312500 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -976191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -976191.000000 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -976191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -976191.000000 Penalty: 4419.583496
	Iteration 39F: 3 clusters Score -976191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1262096.750000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1262097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1254607.250000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1254607 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1256949.625000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1256950 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1257469.000000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1257469 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1257908.750000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1257909 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1258211.125000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1258211 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1258407.875000 Penalty: 4555.312988
	Iteration 5Q: 3 clusters Score -1258408 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1258553.500000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -1258554 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1258679.375000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -1258679 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1258776.750000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1258777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1258876.875000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1258877 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1258969.375000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1258969 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1259058.125000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1259058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1259131.500000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1259132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1259206.875000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1259207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1259292.875000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1259293 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1259395.250000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1259395 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1259486.125000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1259486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1259619.875000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1259620 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1259757.625000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1259758 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1259902.500000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1259902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1260041.500000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1260042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1260168.250000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1260168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1260262.625000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1260263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1260356.875000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1260357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1260442.375000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1260442 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1260510.875000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1260511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1260582.375000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1260582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1260648.375000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1260648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1260733.375000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1260733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1260820.625000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1260821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1260893.875000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1260894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1260954.000000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1260954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1261000.375000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1261000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1261033.000000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1261033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1261056.000000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1261056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1261068.750000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1261069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1261080.500000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1261080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1261089.375000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1261089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1261100.375000 Penalty: 4555.312988
	Iteration 38Q: 3 clusters Score -1261100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1261105.625000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1261106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1261110.625000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1261111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1261112.625000 Penalty: 4555.312988
	Iteration 41Q: 3 clusters Score -1261113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1261117.375000 Penalty: 4555.312988
	Iteration 42Q: 3 clusters Score -1261117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1261114.000000 Penalty: 4555.312988
	Iteration 43Q: 3 clusters Score -1261114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1261115.500000 Penalty: 4555.312988
	Iteration 44Q: 3 clusters Score -1261116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1261118.250000 Penalty: 4555.312988
	Iteration 45Q: 3 clusters Score -1261118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1261118.250000 Penalty: 4555.312988
	Iteration 46Q: 3 clusters Score -1261118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1261118.250000 Penalty: 4555.312988
	Iteration 47F: 3 clusters Score -1261118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Entering Unmasked Estep 
Score: -12738541.000000 Penalty: 2844.012451
	Iteration 0F: 2 clusters Score -1.273854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -12674631.000000 Penalty: 5688.024902
	Iteration 0F: 3 clusters Score -1.267463e+07 nChanged 45353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -12700577.000000 Penalty: 5688.024902
	Iteration 1F: 3 clusters Score -1.270058e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -12701234.000000 Penalty: 5688.024902
	Iteration 2Q: 3 clusters Score -1.270123e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -12701937.000000 Penalty: 5688.024902
	Iteration 3Q: 3 clusters Score -1.270194e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -12702670.000000 Penalty: 5688.024902
	Iteration 4Q: 3 clusters Score -1.270267e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -12703721.000000 Penalty: 5688.024902
	Iteration 5Q: 3 clusters Score -1.270372e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -12704947.000000 Penalty: 5688.024902
	Iteration 6Q: 3 clusters Score -1.270495e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -12706790.000000 Penalty: 5688.024902
	Iteration 7Q: 3 clusters Score -1.270679e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -12709211.000000 Penalty: 5688.024902
	Iteration 8Q: 3 clusters Score -1.270921e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -12712161.000000 Penalty: 5688.024902
	Iteration 9F: 3 clusters Score -1.271216e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -12715221.000000 Penalty: 5688.024902
	Iteration 10F: 3 clusters Score -1.271522e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -12718075.000000 Penalty: 5688.024902
	Iteration 11F: 3 clusters Score -1.271808e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -12720720.000000 Penalty: 5688.024902
	Iteration 12Q: 3 clusters Score -1.272072e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -12722813.000000 Penalty: 5688.024902
	Iteration 13Q: 3 clusters Score -1.272281e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -12724654.000000 Penalty: 5688.024902
	Iteration 14Q: 3 clusters Score -1.272465e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -12726222.000000 Penalty: 5688.024902
	Iteration 15Q: 3 clusters Score -1.272622e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -12727550.000000 Penalty: 5688.024902
	Iteration 16Q: 3 clusters Score -1.272755e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -12728824.000000 Penalty: 5688.024902
	Iteration 17Q: 3 clusters Score -1.272882e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -12730013.000000 Penalty: 5688.024902
	Iteration 18Q: 3 clusters Score -1.273001e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -12731196.000000 Penalty: 5688.024902
	Iteration 19Q: 3 clusters Score -1.27312e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -12732293.000000 Penalty: 5688.024902
	Iteration 20F: 3 clusters Score -1.273229e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12733161.000000 Penalty: 5688.024902
	Iteration 21Q: 3 clusters Score -1.273316e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -12733968.000000 Penalty: 5688.024902
	Iteration 22Q: 3 clusters Score -1.273397e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -12734503.000000 Penalty: 5688.024902
	Iteration 23Q: 3 clusters Score -1.27345e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -12734938.000000 Penalty: 5688.024902
	Iteration 24Q: 3 clusters Score -1.273494e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -12735198.000000 Penalty: 5688.024902
	Iteration 25Q: 3 clusters Score -1.27352e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12735458.000000 Penalty: 5688.024902
	Iteration 26Q: 3 clusters Score -1.273546e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12735581.000000 Penalty: 5688.024902
	Iteration 27Q: 3 clusters Score -1.273558e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12735699.000000 Penalty: 5688.024902
	Iteration 28Q: 3 clusters Score -1.27357e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12735788.000000 Penalty: 5688.024902
	Iteration 29Q: 3 clusters Score -1.273579e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12735866.000000 Penalty: 5688.024902
	Iteration 30Q: 3 clusters Score -1.273587e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12735891.000000 Penalty: 5688.024902
	Iteration 31Q: 3 clusters Score -1.273589e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12735929.000000 Penalty: 5688.024902
	Iteration 32Q: 3 clusters Score -1.273593e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12735958.000000 Penalty: 5688.024902
	Iteration 33Q: 3 clusters Score -1.273596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12736004.000000 Penalty: 5688.024902
	Iteration 34Q: 3 clusters Score -1.2736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12736020.000000 Penalty: 5688.024902
	Iteration 35Q: 3 clusters Score -1.273602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12736048.000000 Penalty: 5688.024902
	Iteration 36Q: 3 clusters Score -1.273605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12736065.000000 Penalty: 5688.024902
	Iteration 37Q: 3 clusters Score -1.273606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12736083.000000 Penalty: 5688.024902
	Iteration 38Q: 3 clusters Score -1.273608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12736096.000000 Penalty: 5688.024902
	Iteration 39Q: 3 clusters Score -1.27361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12736100.000000 Penalty: 5688.024902
	Iteration 40F: 3 clusters Score -1.27361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12736116.000000 Penalty: 5688.024902
	Iteration 41Q: 3 clusters Score -1.273612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12736105.000000 Penalty: 5688.024902
	Iteration 42Q: 3 clusters Score -1.27361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12736108.000000 Penalty: 5688.024902
	Iteration 43Q: 3 clusters Score -1.273611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12736102.000000 Penalty: 5688.024902
	Iteration 44Q: 3 clusters Score -1.27361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12736103.000000 Penalty: 5688.024902
	Iteration 45Q: 3 clusters Score -1.27361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12736105.000000 Penalty: 5688.024902
	Iteration 46Q: 3 clusters Score -1.27361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12736105.000000 Penalty: 5688.024902
	Iteration 47F: 3 clusters Score -1.27361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Entering Unmasked Estep 
Score: -2039962.750000 Penalty: 2395.446045
	Iteration 0F: 2 clusters Score -2039963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2028728.250000 Penalty: 4790.892090
	Iteration 0F: 3 clusters Score -2028728 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2032594.250000 Penalty: 4790.892090
	Iteration 1F: 3 clusters Score -2032594 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2033234.000000 Penalty: 4790.892090
	Iteration 2F: 3 clusters Score -2033234 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2033824.000000 Penalty: 4790.892090
	Iteration 3F: 3 clusters Score -2033824 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2034345.000000 Penalty: 4790.892090
	Iteration 4F: 3 clusters Score -2034345 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2034861.375000 Penalty: 4790.892090
	Iteration 5F: 3 clusters Score -2034861 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2035296.250000 Penalty: 4790.892090
	Iteration 6F: 3 clusters Score -2035296 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2035650.000000 Penalty: 4790.892090
	Iteration 7Q: 3 clusters Score -2035650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2035926.750000 Penalty: 4790.892090
	Iteration 8Q: 3 clusters Score -2035927 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2036141.375000 Penalty: 4790.892090
	Iteration 9Q: 3 clusters Score -2036141 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2036325.500000 Penalty: 4790.892090
	Iteration 10Q: 3 clusters Score -2036326 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2036475.625000 Penalty: 4790.892090
	Iteration 11Q: 3 clusters Score -2036476 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2036585.750000 Penalty: 4790.892090
	Iteration 12Q: 3 clusters Score -2036586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2036680.375000 Penalty: 4790.892090
	Iteration 13Q: 3 clusters Score -2036680 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2036777.375000 Penalty: 4790.892090
	Iteration 14Q: 3 clusters Score -2036777 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2036878.500000 Penalty: 4790.892090
	Iteration 15Q: 3 clusters Score -2036878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2036992.750000 Penalty: 4790.892090
	Iteration 16Q: 3 clusters Score -2036993 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2037089.250000 Penalty: 4790.892090
	Iteration 17Q: 3 clusters Score -2037089 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2037172.625000 Penalty: 4790.892090
	Iteration 18Q: 3 clusters Score -2037173 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2037231.250000 Penalty: 4790.892090
	Iteration 19Q: 3 clusters Score -2037231 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2037277.625000 Penalty: 4790.892090
	Iteration 20F: 3 clusters Score -2037278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2037320.875000 Penalty: 4790.892090
	Iteration 21Q: 3 clusters Score -2037321 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2037352.125000 Penalty: 4790.892090
	Iteration 22Q: 3 clusters Score -2037352 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2037384.375000 Penalty: 4790.892090
	Iteration 23Q: 3 clusters Score -2037384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2037424.250000 Penalty: 4790.892090
	Iteration 24Q: 3 clusters Score -2037424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2037464.375000 Penalty: 4790.892090
	Iteration 25Q: 3 clusters Score -2037464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2037503.125000 Penalty: 4790.892090
	Iteration 26Q: 3 clusters Score -2037503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2037527.625000 Penalty: 4790.892090
	Iteration 27Q: 3 clusters Score -2037528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2037559.125000 Penalty: 4790.892090
	Iteration 28Q: 3 clusters Score -2037559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2037584.375000 Penalty: 4790.892090
	Iteration 29Q: 3 clusters Score -2037584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2037609.625000 Penalty: 4790.892090
	Iteration 30Q: 3 clusters Score -2037610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2037627.500000 Penalty: 4790.892090
	Iteration 31Q: 3 clusters Score -2037628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2037651.500000 Penalty: 4790.892090
	Iteration 32Q: 3 clusters Score -2037652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2037666.000000 Penalty: 4790.892090
	Iteration 33Q: 3 clusters Score -2037666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2037684.000000 Penalty: 4790.892090
	Iteration 34Q: 3 clusters Score -2037684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2037707.875000 Penalty: 4790.892090
	Iteration 35Q: 3 clusters Score -2037708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2037726.625000 Penalty: 4790.892090
	Iteration 36Q: 3 clusters Score -2037727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2037757.375000 Penalty: 4790.892090
	Iteration 37Q: 3 clusters Score -2037757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2037786.500000 Penalty: 4790.892090
	Iteration 38Q: 3 clusters Score -2037786 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2037822.625000 Penalty: 4790.892090
	Iteration 39Q: 3 clusters Score -2037823 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2037876.375000 Penalty: 4790.892090
	Iteration 40F: 3 clusters Score -2037876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2037916.750000 Penalty: 4790.892090
	Iteration 41Q: 3 clusters Score -2037917 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2037958.750000 Penalty: 4790.892090
	Iteration 42Q: 3 clusters Score -2037959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2037997.125000 Penalty: 4790.892090
	Iteration 43Q: 3 clusters Score -2037997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2038021.250000 Penalty: 4790.892090
	Iteration 44Q: 3 clusters Score -2038021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2038036.125000 Penalty: 4790.892090
	Iteration 45Q: 3 clusters Score -2038036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2038063.500000 Penalty: 4790.892090
	Iteration 46Q: 3 clusters Score -2038064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2038083.375000 Penalty: 4790.892090
	Iteration 47Q: 3 clusters Score -2038083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2038100.375000 Penalty: 4790.892090
	Iteration 48Q: 3 clusters Score -2038100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2038122.000000 Penalty: 4790.892090
	Iteration 49Q: 3 clusters Score -2038122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2038142.500000 Penalty: 4790.892090
	Iteration 50Q: 3 clusters Score -2038142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2038150.625000 Penalty: 4790.892090
	Iteration 51Q: 3 clusters Score -2038151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2038163.750000 Penalty: 4790.892090
	Iteration 52Q: 3 clusters Score -2038164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2038164.125000 Penalty: 4790.892090
	Iteration 53Q: 3 clusters Score -2038164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2038175.875000 Penalty: 4790.892090
	Iteration 54Q: 3 clusters Score -2038176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2038185.625000 Penalty: 4790.892090
	Iteration 55Q: 3 clusters Score -2038186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2038190.500000 Penalty: 4790.892090
	Iteration 56Q: 3 clusters Score -2038190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2038196.500000 Penalty: 4790.892090
	Iteration 57Q: 3 clusters Score -2038196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2038203.250000 Penalty: 4790.892090
	Iteration 58Q: 3 clusters Score -2038203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2038209.750000 Penalty: 4790.892090
	Iteration 59Q: 3 clusters Score -2038210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2038216.875000 Penalty: 4790.892090
	Iteration 60F: 3 clusters Score -2038217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2038222.375000 Penalty: 4790.892090
	Iteration 61Q: 3 clusters Score -2038222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2038225.750000 Penalty: 4790.892090
	Iteration 62Q: 3 clusters Score -2038226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2038229.375000 Penalty: 4790.892090
	Iteration 63Q: 3 clusters Score -2038229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2038237.375000 Penalty: 4790.892090
	Iteration 64Q: 3 clusters Score -2038237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2038240.000000 Penalty: 4790.892090
	Iteration 65Q: 3 clusters Score -2038240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2038242.875000 Penalty: 4790.892090
	Iteration 66Q: 3 clusters Score -2038243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2038249.250000 Penalty: 4790.892090
	Iteration 67Q: 3 clusters Score -2038249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2038246.875000 Penalty: 4790.892090
	Iteration 68Q: 3 clusters Score -2038247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2038247.875000 Penalty: 4790.892090
	Iteration 69Q: 3 clusters Score -2038248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2038244.500000 Penalty: 4790.892090
	Iteration 70Q: 3 clusters Score -2038244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2038246.375000 Penalty: 4790.892090
	Iteration 71Q: 3 clusters Score -2038246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2038248.250000 Penalty: 4790.892090
	Iteration 72Q: 3 clusters Score -2038248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2038250.625000 Penalty: 4790.892090
	Iteration 73Q: 3 clusters Score -2038251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2038250.750000 Penalty: 4790.892090
	Iteration 74Q: 3 clusters Score -2038251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2038250.500000 Penalty: 4790.892090
	Iteration 75Q: 3 clusters Score -2038250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2038254.125000 Penalty: 4790.892090
	Iteration 76Q: 3 clusters Score -2038254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2038253.375000 Penalty: 4790.892090
	Iteration 77Q: 3 clusters Score -2038253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2038251.125000 Penalty: 4790.892090
	Iteration 78Q: 3 clusters Score -2038251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2038255.000000 Penalty: 4790.892090
	Iteration 79Q: 3 clusters Score -2038255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2038256.000000 Penalty: 4790.892090
	Iteration 80F: 3 clusters Score -2038256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2038254.125000 Penalty: 4790.892090
	Iteration 81Q: 3 clusters Score -2038254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2038252.375000 Penalty: 4790.892090
	Iteration 82Q: 3 clusters Score -2038252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2038252.375000 Penalty: 4790.892090
	Iteration 83F: 3 clusters Score -2038252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -447909.375000 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -447909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -444296.718750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -444296.7 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -445073.250000 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -445073.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -445285.125000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -445285.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -445463.375000 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -445463.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -445602.343750 Penalty: 4056.326660
	Iteration 4F: 3 clusters Score -445602.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -445716.000000 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -445716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -445799.843750 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -445799.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -445858.843750 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -445858.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445905.812500 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -445905.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -445951.531250 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -445951.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -445980.031250 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -445980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -446005.062500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -446005.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -446032.937500 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -446032.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -446060.625000 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -446060.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -446089.812500 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -446089.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -446114.000000 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -446114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -446135.843750 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -446135.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -446159.468750 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -446159.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -446180.218750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -446180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -446193.656250 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -446193.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -446204.593750 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -446204.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -446213.656250 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -446213.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -446228.000000 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -446228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -446233.968750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -446234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -446243.031250 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -446243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -446247.812500 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -446247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -446251.906250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -446251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -446254.218750 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -446254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -446259.406250 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -446259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -446264.187500 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -446264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -446270.437500 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -446270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -446272.531250 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -446272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -446274.031250 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -446274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -446274.687500 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -446274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -446278.687500 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -446278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -446283.656250 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -446283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -446287.812500 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -446287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -446289.718750 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -446289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -446291.937500 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -446291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -446295.843750 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -446295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -446302.218750 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -446302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -446302.937500 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -446302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -446302.937500 Penalty: 4056.326660
	Iteration 42F: 3 clusters Score -446302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -492813.218750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -492813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -488932.500000 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -488932.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -489981.468750 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -489981.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -490356.406250 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -490356.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -490671.375000 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -490671.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -490959.750000 Penalty: 4115.828613
	Iteration 4F: 3 clusters Score -490959.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -491184.437500 Penalty: 4115.828613
	Iteration 5F: 3 clusters Score -491184.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -491384.218750 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -491384.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -491620.781250 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -491620.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -491790.656250 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -491790.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -491881.312500 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -491881.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -491935.906250 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -491935.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -491973.562500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -491973.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -492010.687500 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -492010.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -492040.250000 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -492040.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -492057.281250 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -492057.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -492077.937500 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -492077.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -492097.718750 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -492097.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -492112.093750 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -492112.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -492120.875000 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -492120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -492125.781250 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -492125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -492127.093750 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -492127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -492130.750000 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -492130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -492133.500000 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -492133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -492135.843750 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -492135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -492137.156250 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -492137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -492138.750000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -492138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -492139.750000 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -492139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -492141.218750 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -492141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -492141.218750 Penalty: 4115.828613
	Iteration 28F: 3 clusters Score -492141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 663 members 
Entering Unmasked Estep 
Score: -163595.109375 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163595.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164192.578125 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164192.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -164542.406250 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164542.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164930.171875 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -164930.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -165194.625000 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165194.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165387.468750 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -165387.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165548.875000 Penalty: 3572.150391
	Iteration 6F: 3 clusters Score -165548.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165759.640625 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -165759.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165927.484375 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -165927.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165994.812500 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -165994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166006.625000 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -166006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166009.578125 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -166009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166009.578125 Penalty: 3572.150391
	Iteration 12F: 3 clusters Score -166009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228326 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97910 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128750 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136193 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79740 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 820 members 
Entering Unmasked Estep 
Score: -181125600.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181126864.000000 to -181125600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (132305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Entering Unmasked Estep 
Score: -16510514.000000 Penalty: 2924.630371
	Iteration 0F: 2 clusters Score -1.651051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -16421846.000000 Penalty: 5849.260742
	Iteration 0F: 3 clusters Score -1.642185e+07 nChanged 63060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -16458510.000000 Penalty: 5849.260742
	Iteration 1F: 3 clusters Score -1.645851e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -16459995.000000 Penalty: 5849.260742
	Iteration 2Q: 3 clusters Score -1.646e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -16461836.000000 Penalty: 5849.260742
	Iteration 3Q: 3 clusters Score -1.646184e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -16464673.000000 Penalty: 5849.260742
	Iteration 4Q: 3 clusters Score -1.646467e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -16468363.000000 Penalty: 5849.260742
	Iteration 5F: 3 clusters Score -1.646836e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -16473514.000000 Penalty: 5849.260742
	Iteration 6F: 3 clusters Score -1.647351e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -16479302.000000 Penalty: 5849.260742
	Iteration 7F: 3 clusters Score -1.64793e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -16484938.000000 Penalty: 5849.260742
	Iteration 8F: 3 clusters Score -1.648494e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -16490423.000000 Penalty: 5849.260742
	Iteration 9F: 3 clusters Score -1.649042e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -16495121.000000 Penalty: 5849.260742
	Iteration 10Q: 3 clusters Score -1.649512e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -16498996.000000 Penalty: 5849.260742
	Iteration 11Q: 3 clusters Score -1.6499e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -16501873.000000 Penalty: 5849.260742
	Iteration 12Q: 3 clusters Score -1.650187e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -16503953.000000 Penalty: 5849.260742
	Iteration 13Q: 3 clusters Score -1.650395e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -16505511.000000 Penalty: 5849.260742
	Iteration 14Q: 3 clusters Score -1.650551e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -16506623.000000 Penalty: 5849.260742
	Iteration 15Q: 3 clusters Score -1.650662e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -16507302.000000 Penalty: 5849.260742
	Iteration 16Q: 3 clusters Score -1.65073e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -16507764.000000 Penalty: 5849.260742
	Iteration 17Q: 3 clusters Score -1.650776e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16508013.000000 Penalty: 5849.260742
	Iteration 18Q: 3 clusters Score -1.650801e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129947 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -16508140.000000 Penalty: 5849.260742
	Iteration 19Q: 3 clusters Score -1.650814e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16508311.000000 Penalty: 5849.260742
	Iteration 20F: 3 clusters Score -1.650831e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130368 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16508368.000000 Penalty: 5849.260742
	Iteration 21Q: 3 clusters Score -1.650837e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -16508400.000000 Penalty: 5849.260742
	Iteration 22Q: 3 clusters Score -1.65084e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16508463.000000 Penalty: 5849.260742
	Iteration 23Q: 3 clusters Score -1.650846e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16508542.000000 Penalty: 5849.260742
	Iteration 24Q: 3 clusters Score -1.650854e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16508603.000000 Penalty: 5849.260742
	Iteration 25Q: 3 clusters Score -1.65086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16508656.000000 Penalty: 5849.260742
	Iteration 26Q: 3 clusters Score -1.650866e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16508670.000000 Penalty: 5849.260742
	Iteration 27Q: 3 clusters Score -1.650867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130778 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16508690.000000 Penalty: 5849.260742
	Iteration 28Q: 3 clusters Score -1.650869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16508700.000000 Penalty: 5849.260742
	Iteration 29Q: 3 clusters Score -1.65087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16508713.000000 Penalty: 5849.260742
	Iteration 30Q: 3 clusters Score -1.650871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130829 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16508722.000000 Penalty: 5849.260742
	Iteration 31Q: 3 clusters Score -1.650872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130835 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16508733.000000 Penalty: 5849.260742
	Iteration 32Q: 3 clusters Score -1.650873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -16508729.000000 Penalty: 5849.260742
	Iteration 33Q: 3 clusters Score -1.650873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16508739.000000 Penalty: 5849.260742
	Iteration 34Q: 3 clusters Score -1.650874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16508752.000000 Penalty: 5849.260742
	Iteration 35Q: 3 clusters Score -1.650875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16508778.000000 Penalty: 5849.260742
	Iteration 36Q: 3 clusters Score -1.650878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130856 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16508765.000000 Penalty: 5849.260742
	Iteration 37Q: 3 clusters Score -1.650876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16508762.000000 Penalty: 5849.260742
	Iteration 38Q: 3 clusters Score -1.650876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16508765.000000 Penalty: 5849.260742
	Iteration 39Q: 3 clusters Score -1.650876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16508768.000000 Penalty: 5849.260742
	Iteration 40F: 3 clusters Score -1.650877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16508778.000000 Penalty: 5849.260742
	Iteration 41Q: 3 clusters Score -1.650878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16508779.000000 Penalty: 5849.260742
	Iteration 42Q: 3 clusters Score -1.650878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16508779.000000 Penalty: 5849.260742
	Iteration 43F: 3 clusters Score -1.650878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Entering Unmasked Estep 
Score: -9524966.000000 Penalty: 2772.936279
	Iteration 0F: 2 clusters Score -9524966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -9476934.000000 Penalty: 5545.872559
	Iteration 0F: 3 clusters Score -9476934 nChanged 33383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -9495921.000000 Penalty: 5545.872559
	Iteration 1F: 3 clusters Score -9495921 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -9496562.000000 Penalty: 5545.872559
	Iteration 2Q: 3 clusters Score -9496562 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -9497353.000000 Penalty: 5545.872559
	Iteration 3Q: 3 clusters Score -9497353 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -9498367.000000 Penalty: 5545.872559
	Iteration 4Q: 3 clusters Score -9498367 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -9499698.000000 Penalty: 5545.872559
	Iteration 5Q: 3 clusters Score -9499698 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -9501528.000000 Penalty: 5545.872559
	Iteration 6Q: 3 clusters Score -9501528 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9503960.000000 Penalty: 5545.872559
	Iteration 7F: 3 clusters Score -9503960 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -9506726.000000 Penalty: 5545.872559
	Iteration 8F: 3 clusters Score -9506726 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -9509545.000000 Penalty: 5545.872559
	Iteration 9F: 3 clusters Score -9509545 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -9512396.000000 Penalty: 5545.872559
	Iteration 10F: 3 clusters Score -9512396 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -9514843.000000 Penalty: 5545.872559
	Iteration 11Q: 3 clusters Score -9514843 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -9516694.000000 Penalty: 5545.872559
	Iteration 12Q: 3 clusters Score -9516694 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -9518156.000000 Penalty: 5545.872559
	Iteration 13Q: 3 clusters Score -9518156 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -9519384.000000 Penalty: 5545.872559
	Iteration 14Q: 3 clusters Score -9519384 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -9520366.000000 Penalty: 5545.872559
	Iteration 15Q: 3 clusters Score -9520366 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -9521105.000000 Penalty: 5545.872559
	Iteration 16Q: 3 clusters Score -9521105 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -9521684.000000 Penalty: 5545.872559
	Iteration 17Q: 3 clusters Score -9521684 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -9522058.000000 Penalty: 5545.872559
	Iteration 18Q: 3 clusters Score -9522058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -9522321.000000 Penalty: 5545.872559
	Iteration 19Q: 3 clusters Score -9522321 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -9522517.000000 Penalty: 5545.872559
	Iteration 20F: 3 clusters Score -9522517 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -9522639.000000 Penalty: 5545.872559
	Iteration 21Q: 3 clusters Score -9522639 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -9522712.000000 Penalty: 5545.872559
	Iteration 22Q: 3 clusters Score -9522712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -9522791.000000 Penalty: 5545.872559
	Iteration 23Q: 3 clusters Score -9522791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -9522859.000000 Penalty: 5545.872559
	Iteration 24Q: 3 clusters Score -9522859 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -9522915.000000 Penalty: 5545.872559
	Iteration 25Q: 3 clusters Score -9522915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9522941.000000 Penalty: 5545.872559
	Iteration 26Q: 3 clusters Score -9522941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -9522966.000000 Penalty: 5545.872559
	Iteration 27Q: 3 clusters Score -9522966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -9522983.000000 Penalty: 5545.872559
	Iteration 28Q: 3 clusters Score -9522983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -9523009.000000 Penalty: 5545.872559
	Iteration 29Q: 3 clusters Score -9523009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -9523009.000000 Penalty: 5545.872559
	Iteration 30Q: 3 clusters Score -9523009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -9523027.000000 Penalty: 5545.872559
	Iteration 31Q: 3 clusters Score -9523027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -9523032.000000 Penalty: 5545.872559
	Iteration 32Q: 3 clusters Score -9523032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -9523041.000000 Penalty: 5545.872559
	Iteration 33Q: 3 clusters Score -9523041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -9523037.000000 Penalty: 5545.872559
	Iteration 34Q: 3 clusters Score -9523037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9523045.000000 Penalty: 5545.872559
	Iteration 35Q: 3 clusters Score -9523045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9523045.000000 Penalty: 5545.872559
	Iteration 36Q: 3 clusters Score -9523045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -9523041.000000 Penalty: 5545.872559
	Iteration 37Q: 3 clusters Score -9523041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9523036.000000 Penalty: 5545.872559
	Iteration 38Q: 3 clusters Score -9523036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -9523038.000000 Penalty: 5545.872559
	Iteration 39Q: 3 clusters Score -9523038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -9523036.000000 Penalty: 5545.872559
	Iteration 40F: 3 clusters Score -9523036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -9523050.000000 Penalty: 5545.872559
	Iteration 41Q: 3 clusters Score -9523050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -9523035.000000 Penalty: 5545.872559
	Iteration 42Q: 3 clusters Score -9523035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -9523032.000000 Penalty: 5545.872559
	Iteration 43Q: 3 clusters Score -9523032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -9523031.000000 Penalty: 5545.872559
	Iteration 44Q: 3 clusters Score -9523031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -9523033.000000 Penalty: 5545.872559
	Iteration 45Q: 3 clusters Score -9523033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -9523044.000000 Penalty: 5545.872559
	Iteration 46Q: 3 clusters Score -9523044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -9523049.000000 Penalty: 5545.872559
	Iteration 47Q: 3 clusters Score -9523049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -9523046.000000 Penalty: 5545.872559
	Iteration 48Q: 3 clusters Score -9523046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -9523047.000000 Penalty: 5545.872559
	Iteration 49Q: 3 clusters Score -9523047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -9523049.000000 Penalty: 5545.872559
	Iteration 50Q: 3 clusters Score -9523049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -9523047.000000 Penalty: 5545.872559
	Iteration 51Q: 3 clusters Score -9523047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9523050.000000 Penalty: 5545.872559
	Iteration 52Q: 3 clusters Score -9523050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9523051.000000 Penalty: 5545.872559
	Iteration 53Q: 3 clusters Score -9523051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9523051.000000 Penalty: 5545.872559
	Iteration 54F: 3 clusters Score -9523051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Entering Unmasked Estep 
Score: -2331848.750000 Penalty: 2418.977783
	Iteration 0F: 2 clusters Score -2331849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2319566.000000 Penalty: 4837.955566
	Iteration 0F: 3 clusters Score -2319566 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2323826.750000 Penalty: 4837.955566
	Iteration 1F: 3 clusters Score -2323827 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2324462.250000 Penalty: 4837.955566
	Iteration 2F: 3 clusters Score -2324462 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2325271.000000 Penalty: 4837.955566
	Iteration 3F: 3 clusters Score -2325271 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2326509.000000 Penalty: 4837.955566
	Iteration 4F: 3 clusters Score -2326509 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2328174.500000 Penalty: 4837.955566
	Iteration 5F: 3 clusters Score -2328174 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2329593.000000 Penalty: 4837.955566
	Iteration 6F: 3 clusters Score -2329593 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2330376.000000 Penalty: 4837.955566
	Iteration 7F: 3 clusters Score -2330376 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2330752.000000 Penalty: 4837.955566
	Iteration 8Q: 3 clusters Score -2330752 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2330921.500000 Penalty: 4837.955566
	Iteration 9Q: 3 clusters Score -2330922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2331029.500000 Penalty: 4837.955566
	Iteration 10Q: 3 clusters Score -2331030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2331101.500000 Penalty: 4837.955566
	Iteration 11Q: 3 clusters Score -2331102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2331141.750000 Penalty: 4837.955566
	Iteration 12Q: 3 clusters Score -2331142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2331172.250000 Penalty: 4837.955566
	Iteration 13Q: 3 clusters Score -2331172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2331186.750000 Penalty: 4837.955566
	Iteration 14Q: 3 clusters Score -2331187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2331201.250000 Penalty: 4837.955566
	Iteration 15Q: 3 clusters Score -2331201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2331216.500000 Penalty: 4837.955566
	Iteration 16Q: 3 clusters Score -2331216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2331222.750000 Penalty: 4837.955566
	Iteration 17Q: 3 clusters Score -2331223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2331223.000000 Penalty: 4837.955566
	Iteration 18Q: 3 clusters Score -2331223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2331231.250000 Penalty: 4837.955566
	Iteration 19Q: 3 clusters Score -2331231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2331224.750000 Penalty: 4837.955566
	Iteration 20F: 3 clusters Score -2331225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2331231.500000 Penalty: 4837.955566
	Iteration 21Q: 3 clusters Score -2331232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 4837.955566
	Iteration 22Q: 3 clusters Score -2331233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2331237.250000 Penalty: 4837.955566
	Iteration 23Q: 3 clusters Score -2331237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2331240.750000 Penalty: 4837.955566
	Iteration 24Q: 3 clusters Score -2331241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2331249.000000 Penalty: 4837.955566
	Iteration 25Q: 3 clusters Score -2331249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2331245.250000 Penalty: 4837.955566
	Iteration 26Q: 3 clusters Score -2331245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2331244.250000 Penalty: 4837.955566
	Iteration 27Q: 3 clusters Score -2331244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2331244.750000 Penalty: 4837.955566
	Iteration 28Q: 3 clusters Score -2331245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2331245.500000 Penalty: 4837.955566
	Iteration 29Q: 3 clusters Score -2331246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2331247.250000 Penalty: 4837.955566
	Iteration 30Q: 3 clusters Score -2331247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2331245.750000 Penalty: 4837.955566
	Iteration 31Q: 3 clusters Score -2331246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2331246.500000 Penalty: 4837.955566
	Iteration 32Q: 3 clusters Score -2331246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2331246.500000 Penalty: 4837.955566
	Iteration 33F: 3 clusters Score -2331246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Entering Unmasked Estep 
Score: -2835293.750000 Penalty: 2476.867432
	Iteration 0F: 2 clusters Score -2835294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2820117.250000 Penalty: 4953.734863
	Iteration 0F: 3 clusters Score -2820117 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2825395.000000 Penalty: 4953.734863
	Iteration 1F: 3 clusters Score -2825395 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2825998.000000 Penalty: 4953.734863
	Iteration 2F: 3 clusters Score -2825998 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2826646.500000 Penalty: 4953.734863
	Iteration 3F: 3 clusters Score -2826646 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2827369.000000 Penalty: 4953.734863
	Iteration 4F: 3 clusters Score -2827369 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2828119.750000 Penalty: 4953.734863
	Iteration 5F: 3 clusters Score -2828120 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2828927.000000 Penalty: 4953.734863
	Iteration 6F: 3 clusters Score -2828927 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2829721.750000 Penalty: 4953.734863
	Iteration 7F: 3 clusters Score -2829722 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2830432.500000 Penalty: 4953.734863
	Iteration 8F: 3 clusters Score -2830432 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2831018.500000 Penalty: 4953.734863
	Iteration 9Q: 3 clusters Score -2831018 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2831463.500000 Penalty: 4953.734863
	Iteration 10Q: 3 clusters Score -2831464 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2831746.750000 Penalty: 4953.734863
	Iteration 11Q: 3 clusters Score -2831747 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2831965.000000 Penalty: 4953.734863
	Iteration 12Q: 3 clusters Score -2831965 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2832122.000000 Penalty: 4953.734863
	Iteration 13Q: 3 clusters Score -2832122 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2832263.750000 Penalty: 4953.734863
	Iteration 14Q: 3 clusters Score -2832264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2832369.250000 Penalty: 4953.734863
	Iteration 15Q: 3 clusters Score -2832369 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2832474.250000 Penalty: 4953.734863
	Iteration 16Q: 3 clusters Score -2832474 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2832552.750000 Penalty: 4953.734863
	Iteration 17Q: 3 clusters Score -2832553 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2832647.500000 Penalty: 4953.734863
	Iteration 18Q: 3 clusters Score -2832648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2832722.500000 Penalty: 4953.734863
	Iteration 19Q: 3 clusters Score -2832722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2832805.500000 Penalty: 4953.734863
	Iteration 20F: 3 clusters Score -2832806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2832874.000000 Penalty: 4953.734863
	Iteration 21Q: 3 clusters Score -2832874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2832931.750000 Penalty: 4953.734863
	Iteration 22Q: 3 clusters Score -2832932 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2833004.250000 Penalty: 4953.734863
	Iteration 23Q: 3 clusters Score -2833004 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2833067.750000 Penalty: 4953.734863
	Iteration 24Q: 3 clusters Score -2833068 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2833131.250000 Penalty: 4953.734863
	Iteration 25Q: 3 clusters Score -2833131 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2833183.250000 Penalty: 4953.734863
	Iteration 26Q: 3 clusters Score -2833183 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2833254.500000 Penalty: 4953.734863
	Iteration 27Q: 3 clusters Score -2833254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2833289.000000 Penalty: 4953.734863
	Iteration 28Q: 3 clusters Score -2833289 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2833353.250000 Penalty: 4953.734863
	Iteration 29Q: 3 clusters Score -2833353 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2833403.000000 Penalty: 4953.734863
	Iteration 30Q: 3 clusters Score -2833403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2833459.000000 Penalty: 4953.734863
	Iteration 31Q: 3 clusters Score -2833459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2833514.250000 Penalty: 4953.734863
	Iteration 32Q: 3 clusters Score -2833514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2833565.000000 Penalty: 4953.734863
	Iteration 33Q: 3 clusters Score -2833565 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2833608.000000 Penalty: 4953.734863
	Iteration 34Q: 3 clusters Score -2833608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2833637.000000 Penalty: 4953.734863
	Iteration 35Q: 3 clusters Score -2833637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2833649.250000 Penalty: 4953.734863
	Iteration 36Q: 3 clusters Score -2833649 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2833675.500000 Penalty: 4953.734863
	Iteration 37Q: 3 clusters Score -2833676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2833691.750000 Penalty: 4953.734863
	Iteration 38Q: 3 clusters Score -2833692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2833706.000000 Penalty: 4953.734863
	Iteration 39Q: 3 clusters Score -2833706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2833720.500000 Penalty: 4953.734863
	Iteration 40F: 3 clusters Score -2833720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2833736.250000 Penalty: 4953.734863
	Iteration 41Q: 3 clusters Score -2833736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2833749.750000 Penalty: 4953.734863
	Iteration 42Q: 3 clusters Score -2833750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2833758.000000 Penalty: 4953.734863
	Iteration 43Q: 3 clusters Score -2833758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2833764.000000 Penalty: 4953.734863
	Iteration 44Q: 3 clusters Score -2833764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2833775.750000 Penalty: 4953.734863
	Iteration 45Q: 3 clusters Score -2833776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2833776.500000 Penalty: 4953.734863
	Iteration 46Q: 3 clusters Score -2833776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2833772.750000 Penalty: 4953.734863
	Iteration 47Q: 3 clusters Score -2833773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2833774.000000 Penalty: 4953.734863
	Iteration 48Q: 3 clusters Score -2833774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2833777.750000 Penalty: 4953.734863
	Iteration 49Q: 3 clusters Score -2833778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2833778.000000 Penalty: 4953.734863
	Iteration 50Q: 3 clusters Score -2833778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2833778.500000 Penalty: 4953.734863
	Iteration 51Q: 3 clusters Score -2833778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2833777.000000 Penalty: 4953.734863
	Iteration 52Q: 3 clusters Score -2833777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2833781.750000 Penalty: 4953.734863
	Iteration 53Q: 3 clusters Score -2833782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2833785.500000 Penalty: 4953.734863
	Iteration 54Q: 3 clusters Score -2833786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2833787.500000 Penalty: 4953.734863
	Iteration 55Q: 3 clusters Score -2833788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2833789.750000 Penalty: 4953.734863
	Iteration 56Q: 3 clusters Score -2833790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2833788.500000 Penalty: 4953.734863
	Iteration 57Q: 3 clusters Score -2833788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2833788.500000 Penalty: 4953.734863
	Iteration 58Q: 3 clusters Score -2833788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2833787.250000 Penalty: 4953.734863
	Iteration 59Q: 3 clusters Score -2833787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2833792.750000 Penalty: 4953.734863
	Iteration 60F: 3 clusters Score -2833793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2833791.000000 Penalty: 4953.734863
	Iteration 61Q: 3 clusters Score -2833791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2833791.500000 Penalty: 4953.734863
	Iteration 62Q: 3 clusters Score -2833792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2833798.250000 Penalty: 4953.734863
	Iteration 63Q: 3 clusters Score -2833798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2833801.000000 Penalty: 4953.734863
	Iteration 64Q: 3 clusters Score -2833801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2833800.750000 Penalty: 4953.734863
	Iteration 65Q: 3 clusters Score -2833801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2833805.000000 Penalty: 4953.734863
	Iteration 66Q: 3 clusters Score -2833805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2833807.500000 Penalty: 4953.734863
	Iteration 67Q: 3 clusters Score -2833808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2833812.000000 Penalty: 4953.734863
	Iteration 68Q: 3 clusters Score -2833812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2833811.000000 Penalty: 4953.734863
	Iteration 69Q: 3 clusters Score -2833811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2833814.250000 Penalty: 4953.734863
	Iteration 70Q: 3 clusters Score -2833814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2833812.500000 Penalty: 4953.734863
	Iteration 71Q: 3 clusters Score -2833812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2833814.250000 Penalty: 4953.734863
	Iteration 72Q: 3 clusters Score -2833814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2833814.250000 Penalty: 4953.734863
	Iteration 73Q: 3 clusters Score -2833814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2833813.500000 Penalty: 4953.734863
	Iteration 74Q: 3 clusters Score -2833814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2833816.750000 Penalty: 4953.734863
	Iteration 75Q: 3 clusters Score -2833817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2833816.750000 Penalty: 4953.734863
	Iteration 76F: 3 clusters Score -2833817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -580442.437500 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -580442.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -575950.562500 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -575950.6 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -577343.687500 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -577343.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -577871.187500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -577871.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -578266.437500 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -578266.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -578583.500000 Penalty: 4226.210938
	Iteration 4F: 3 clusters Score -578583.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -578815.312500 Penalty: 4226.210938
	Iteration 5F: 3 clusters Score -578815.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -579023.187500 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -579023.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -579207.000000 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -579207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -579330.437500 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -579330.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -579428.562500 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -579428.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -579511.562500 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -579511.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -579576.062500 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -579576.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -579618.937500 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -579618.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -579649.625000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -579649.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579676.687500 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -579676.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -579705.687500 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -579705.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579735.437500 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -579735.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -579762.562500 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -579762.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -579785.312500 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -579785.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -579813.187500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -579813.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -579839.125000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -579839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -579856.625000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -579856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -579870.062500 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -579870.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -579884.500000 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -579884.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -579898.437500 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -579898.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -579910.500000 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -579910.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -579917.250000 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -579917.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -579925.500000 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -579925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -579932.500000 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -579932.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -579941.187500 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -579941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -579950.062500 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -579950.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -579957.125000 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -579957.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -579966.187500 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -579966.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -579970.125000 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -579970.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -579973.250000 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -579973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -579975.250000 Penalty: 4226.210938
	Iteration 35Q: 3 clusters Score -579975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -579977.062500 Penalty: 4226.210938
	Iteration 36Q: 3 clusters Score -579977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -579976.500000 Penalty: 4226.210938
	Iteration 37Q: 3 clusters Score -579976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -579976.937500 Penalty: 4226.210938
	Iteration 38Q: 3 clusters Score -579976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -579977.562500 Penalty: 4226.210938
	Iteration 39Q: 3 clusters Score -579977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -579977.312500 Penalty: 4226.210938
	Iteration 40F: 3 clusters Score -579977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Entering Unmasked Estep 
Score: -1228798.250000 Penalty: 2265.392334
	Iteration 0F: 2 clusters Score -1228798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1221676.125000 Penalty: 4530.784668
	Iteration 0F: 3 clusters Score -1221676 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1223773.250000 Penalty: 4530.784668
	Iteration 1F: 3 clusters Score -1223773 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1224232.500000 Penalty: 4530.784668
	Iteration 2F: 3 clusters Score -1224232 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1224763.000000 Penalty: 4530.784668
	Iteration 3F: 3 clusters Score -1224763 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1225399.250000 Penalty: 4530.784668
	Iteration 4F: 3 clusters Score -1225399 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1225999.125000 Penalty: 4530.784668
	Iteration 5F: 3 clusters Score -1225999 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1226513.750000 Penalty: 4530.784668
	Iteration 6F: 3 clusters Score -1226514 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1226936.250000 Penalty: 4530.784668
	Iteration 7F: 3 clusters Score -1226936 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1227245.375000 Penalty: 4530.784668
	Iteration 8Q: 3 clusters Score -1227245 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1227471.500000 Penalty: 4530.784668
	Iteration 9Q: 3 clusters Score -1227472 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1227658.625000 Penalty: 4530.784668
	Iteration 10Q: 3 clusters Score -1227659 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1227776.125000 Penalty: 4530.784668
	Iteration 11Q: 3 clusters Score -1227776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1227866.000000 Penalty: 4530.784668
	Iteration 12Q: 3 clusters Score -1227866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1227926.625000 Penalty: 4530.784668
	Iteration 13Q: 3 clusters Score -1227927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1227972.125000 Penalty: 4530.784668
	Iteration 14Q: 3 clusters Score -1227972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1228009.375000 Penalty: 4530.784668
	Iteration 15Q: 3 clusters Score -1228009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1228035.000000 Penalty: 4530.784668
	Iteration 16Q: 3 clusters Score -1228035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1228058.000000 Penalty: 4530.784668
	Iteration 17Q: 3 clusters Score -1228058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1228068.000000 Penalty: 4530.784668
	Iteration 18Q: 3 clusters Score -1228068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1228075.125000 Penalty: 4530.784668
	Iteration 19Q: 3 clusters Score -1228075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1228078.125000 Penalty: 4530.784668
	Iteration 20F: 3 clusters Score -1228078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1228081.125000 Penalty: 4530.784668
	Iteration 21Q: 3 clusters Score -1228081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1228094.875000 Penalty: 4530.784668
	Iteration 22Q: 3 clusters Score -1228095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1228100.125000 Penalty: 4530.784668
	Iteration 23Q: 3 clusters Score -1228100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1228114.250000 Penalty: 4530.784668
	Iteration 24Q: 3 clusters Score -1228114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1228127.125000 Penalty: 4530.784668
	Iteration 25Q: 3 clusters Score -1228127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1228136.875000 Penalty: 4530.784668
	Iteration 26Q: 3 clusters Score -1228137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1228140.875000 Penalty: 4530.784668
	Iteration 27Q: 3 clusters Score -1228141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1228144.500000 Penalty: 4530.784668
	Iteration 28Q: 3 clusters Score -1228144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1228144.500000 Penalty: 4530.784668
	Iteration 29Q: 3 clusters Score -1228144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1228148.375000 Penalty: 4530.784668
	Iteration 30Q: 3 clusters Score -1228148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1228154.000000 Penalty: 4530.784668
	Iteration 31Q: 3 clusters Score -1228154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1228155.875000 Penalty: 4530.784668
	Iteration 32Q: 3 clusters Score -1228156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1228161.625000 Penalty: 4530.784668
	Iteration 33Q: 3 clusters Score -1228162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1228165.625000 Penalty: 4530.784668
	Iteration 34Q: 3 clusters Score -1228166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1228168.375000 Penalty: 4530.784668
	Iteration 35Q: 3 clusters Score -1228168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1228172.375000 Penalty: 4530.784668
	Iteration 36Q: 3 clusters Score -1228172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1228175.875000 Penalty: 4530.784668
	Iteration 37Q: 3 clusters Score -1228176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1228175.750000 Penalty: 4530.784668
	Iteration 38Q: 3 clusters Score -1228176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1228174.750000 Penalty: 4530.784668
	Iteration 39Q: 3 clusters Score -1228175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1228174.750000 Penalty: 4530.784668
	Iteration 40F: 3 clusters Score -1228175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -2477987.750000 Penalty: 2434.805908
	Iteration 0F: 2 clusters Score -2477988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2464918.750000 Penalty: 4869.611816
	Iteration 0F: 3 clusters Score -2464919 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2469285.000000 Penalty: 4869.611816
	Iteration 1F: 3 clusters Score -2469285 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2469631.500000 Penalty: 4869.611816
	Iteration 2F: 3 clusters Score -2469632 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2469898.750000 Penalty: 4869.611816
	Iteration 3Q: 3 clusters Score -2469899 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2470150.250000 Penalty: 4869.611816
	Iteration 4Q: 3 clusters Score -2470150 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2470353.500000 Penalty: 4869.611816
	Iteration 5Q: 3 clusters Score -2470354 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2470533.500000 Penalty: 4869.611816
	Iteration 6Q: 3 clusters Score -2470534 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2470740.750000 Penalty: 4869.611816
	Iteration 7Q: 3 clusters Score -2470741 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2471045.000000 Penalty: 4869.611816
	Iteration 8Q: 3 clusters Score -2471045 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2471427.500000 Penalty: 4869.611816
	Iteration 9Q: 3 clusters Score -2471428 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2471917.750000 Penalty: 4869.611816
	Iteration 10Q: 3 clusters Score -2471918 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2472434.750000 Penalty: 4869.611816
	Iteration 11Q: 3 clusters Score -2472435 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2472990.750000 Penalty: 4869.611816
	Iteration 12Q: 3 clusters Score -2472991 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2473604.750000 Penalty: 4869.611816
	Iteration 13Q: 3 clusters Score -2473605 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2474189.250000 Penalty: 4869.611816
	Iteration 14Q: 3 clusters Score -2474189 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2474746.000000 Penalty: 4869.611816
	Iteration 15Q: 3 clusters Score -2474746 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2475185.000000 Penalty: 4869.611816
	Iteration 16Q: 3 clusters Score -2475185 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2475483.250000 Penalty: 4869.611816
	Iteration 17Q: 3 clusters Score -2475483 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2475697.250000 Penalty: 4869.611816
	Iteration 18Q: 3 clusters Score -2475697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2475809.500000 Penalty: 4869.611816
	Iteration 19Q: 3 clusters Score -2475810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2475890.500000 Penalty: 4869.611816
	Iteration 20F: 3 clusters Score -2475890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2475963.500000 Penalty: 4869.611816
	Iteration 21Q: 3 clusters Score -2475964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2476018.500000 Penalty: 4869.611816
	Iteration 22Q: 3 clusters Score -2476018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2476048.500000 Penalty: 4869.611816
	Iteration 23Q: 3 clusters Score -2476048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2476084.750000 Penalty: 4869.611816
	Iteration 24Q: 3 clusters Score -2476085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2476110.250000 Penalty: 4869.611816
	Iteration 25Q: 3 clusters Score -2476110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2476136.500000 Penalty: 4869.611816
	Iteration 26Q: 3 clusters Score -2476136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2476153.000000 Penalty: 4869.611816
	Iteration 27Q: 3 clusters Score -2476153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2476161.750000 Penalty: 4869.611816
	Iteration 28Q: 3 clusters Score -2476162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2476171.000000 Penalty: 4869.611816
	Iteration 29Q: 3 clusters Score -2476171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2476182.000000 Penalty: 4869.611816
	Iteration 30Q: 3 clusters Score -2476182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2476185.750000 Penalty: 4869.611816
	Iteration 31Q: 3 clusters Score -2476186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2476191.250000 Penalty: 4869.611816
	Iteration 32Q: 3 clusters Score -2476191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2476191.500000 Penalty: 4869.611816
	Iteration 33Q: 3 clusters Score -2476192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2476190.500000 Penalty: 4869.611816
	Iteration 34Q: 3 clusters Score -2476190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2476190.500000 Penalty: 4869.611816
	Iteration 35F: 3 clusters Score -2476190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Entering Unmasked Estep 
Score: -10693446.000000 Penalty: 2799.058594
	Iteration 0F: 2 clusters Score -1.069345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -10639872.000000 Penalty: 5598.117188
	Iteration 0F: 3 clusters Score -1.063987e+07 nChanged 37511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -10661124.000000 Penalty: 5598.117188
	Iteration 1F: 3 clusters Score -1.066112e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -10661672.000000 Penalty: 5598.117188
	Iteration 2Q: 3 clusters Score -1.066167e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -10662186.000000 Penalty: 5598.117188
	Iteration 3Q: 3 clusters Score -1.066219e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -10662653.000000 Penalty: 5598.117188
	Iteration 4Q: 3 clusters Score -1.066265e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -10663334.000000 Penalty: 5598.117188
	Iteration 5Q: 3 clusters Score -1.066333e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -10664285.000000 Penalty: 5598.117188
	Iteration 6Q: 3 clusters Score -1.066428e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -10665814.000000 Penalty: 5598.117188
	Iteration 7Q: 3 clusters Score -1.066581e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -10668289.000000 Penalty: 5598.117188
	Iteration 8F: 3 clusters Score -1.066829e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -10672280.000000 Penalty: 5598.117188
	Iteration 9F: 3 clusters Score -1.067228e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -10677993.000000 Penalty: 5598.117188
	Iteration 10F: 3 clusters Score -1.067799e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -10683769.000000 Penalty: 5598.117188
	Iteration 11F: 3 clusters Score -1.068377e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -10687884.000000 Penalty: 5598.117188
	Iteration 12F: 3 clusters Score -1.068788e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -10690044.000000 Penalty: 5598.117188
	Iteration 13Q: 3 clusters Score -1.069004e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -10690895.000000 Penalty: 5598.117188
	Iteration 14Q: 3 clusters Score -1.06909e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -10691245.000000 Penalty: 5598.117188
	Iteration 15Q: 3 clusters Score -1.069124e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10691420.000000 Penalty: 5598.117188
	Iteration 16Q: 3 clusters Score -1.069142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -10691505.000000 Penalty: 5598.117188
	Iteration 17Q: 3 clusters Score -1.06915e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -10691557.000000 Penalty: 5598.117188
	Iteration 18Q: 3 clusters Score -1.069156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -10691583.000000 Penalty: 5598.117188
	Iteration 19Q: 3 clusters Score -1.069158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -10691622.000000 Penalty: 5598.117188
	Iteration 20F: 3 clusters Score -1.069162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10691654.000000 Penalty: 5598.117188
	Iteration 21Q: 3 clusters Score -1.069165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -10691663.000000 Penalty: 5598.117188
	Iteration 22Q: 3 clusters Score -1.069166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -10691666.000000 Penalty: 5598.117188
	Iteration 23Q: 3 clusters Score -1.069167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10691663.000000 Penalty: 5598.117188
	Iteration 24Q: 3 clusters Score -1.069166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10691671.000000 Penalty: 5598.117188
	Iteration 25Q: 3 clusters Score -1.069167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10691665.000000 Penalty: 5598.117188
	Iteration 26Q: 3 clusters Score -1.069166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10691674.000000 Penalty: 5598.117188
	Iteration 27Q: 3 clusters Score -1.069167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10691680.000000 Penalty: 5598.117188
	Iteration 28Q: 3 clusters Score -1.069168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -10691685.000000 Penalty: 5598.117188
	Iteration 29Q: 3 clusters Score -1.069168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -10691685.000000 Penalty: 5598.117188
	Iteration 30Q: 3 clusters Score -1.069168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -10691687.000000 Penalty: 5598.117188
	Iteration 31Q: 3 clusters Score -1.069169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10691693.000000 Penalty: 5598.117188
	Iteration 32Q: 3 clusters Score -1.069169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -10691700.000000 Penalty: 5598.117188
	Iteration 33Q: 3 clusters Score -1.06917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10691694.000000 Penalty: 5598.117188
	Iteration 34Q: 3 clusters Score -1.069169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10691697.000000 Penalty: 5598.117188
	Iteration 35Q: 3 clusters Score -1.06917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -10691706.000000 Penalty: 5598.117188
	Iteration 36Q: 3 clusters Score -1.069171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -10691700.000000 Penalty: 5598.117188
	Iteration 37Q: 3 clusters Score -1.06917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -10691711.000000 Penalty: 5598.117188
	Iteration 38Q: 3 clusters Score -1.069171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -10691707.000000 Penalty: 5598.117188
	Iteration 39Q: 3 clusters Score -1.069171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -10691714.000000 Penalty: 5598.117188
	Iteration 40F: 3 clusters Score -1.069171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -10691720.000000 Penalty: 5598.117188
	Iteration 41Q: 3 clusters Score -1.069172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -10691721.000000 Penalty: 5598.117188
	Iteration 42Q: 3 clusters Score -1.069172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -10691727.000000 Penalty: 5598.117188
	Iteration 43Q: 3 clusters Score -1.069173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -10691729.000000 Penalty: 5598.117188
	Iteration 44Q: 3 clusters Score -1.069173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -10691728.000000 Penalty: 5598.117188
	Iteration 45Q: 3 clusters Score -1.069173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -10691728.000000 Penalty: 5598.117188
	Iteration 46F: 3 clusters Score -1.069173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1224702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1217397.625000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1217398 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1219441.750000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1219442 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1219788.500000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1219788 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1220098.250000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1220098 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1220441.125000 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -1220441 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1220778.875000 Penalty: 4536.687988
	Iteration 5F: 3 clusters Score -1220779 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1221133.250000 Penalty: 4536.687988
	Iteration 6F: 3 clusters Score -1221133 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1221494.750000 Penalty: 4536.687988
	Iteration 7F: 3 clusters Score -1221495 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1221772.625000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1221773 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1222035.500000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1222036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1222244.500000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1222244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1222427.125000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1222427 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1222563.125000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1222563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1222704.625000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1222705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1222841.875000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1222842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1222932.875000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1222933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1222996.500000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1222996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1223047.625000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1223048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1223078.500000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1223078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1223101.875000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1223102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1223111.125000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1223111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1223119.500000 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -1223120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1223126.000000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -1223126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1223131.250000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -1223131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1223131.750000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -1223132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1223130.125000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -1223130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1223132.625000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -1223133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1223140.500000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -1223140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1223145.000000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -1223145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1223147.875000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -1223148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1223150.000000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -1223150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1223155.375000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -1223155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1223158.125000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -1223158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1223159.125000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -1223159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1223168.250000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -1223168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1223169.625000 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -1223170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1223173.125000 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -1223173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1223177.500000 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -1223178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1223179.125000 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -1223179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1223181.000000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -1223181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1223182.125000 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -1223182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1223185.125000 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -1223185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1223187.000000 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -1223187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1223191.375000 Penalty: 4536.687988
	Iteration 43Q: 3 clusters Score -1223191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1223198.625000 Penalty: 4536.687988
	Iteration 44Q: 3 clusters Score -1223199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1223198.500000 Penalty: 4536.687988
	Iteration 45Q: 3 clusters Score -1223198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1223201.875000 Penalty: 4536.687988
	Iteration 46Q: 3 clusters Score -1223202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1223205.250000 Penalty: 4536.687988
	Iteration 47Q: 3 clusters Score -1223205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1223206.875000 Penalty: 4536.687988
	Iteration 48Q: 3 clusters Score -1223207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1223208.500000 Penalty: 4536.687988
	Iteration 49Q: 3 clusters Score -1223208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1223208.500000 Penalty: 4536.687988
	Iteration 50Q: 3 clusters Score -1223208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1223210.625000 Penalty: 4536.687988
	Iteration 51Q: 3 clusters Score -1223211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1223210.250000 Penalty: 4536.687988
	Iteration 52Q: 3 clusters Score -1223210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1223212.875000 Penalty: 4536.687988
	Iteration 53Q: 3 clusters Score -1223213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1223211.875000 Penalty: 4536.687988
	Iteration 54Q: 3 clusters Score -1223212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1223214.625000 Penalty: 4536.687988
	Iteration 55Q: 3 clusters Score -1223215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1223214.625000 Penalty: 4536.687988
	Iteration 56F: 3 clusters Score -1223215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228326 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97910 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128750 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136193 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71768 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79740 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 399Q: 34 clusters Score -1.81127e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228328 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97911 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128723 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136222 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132301 members 
Mstep: Class 26 contains 71767 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79739 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 400F: 34 clusters Score -1.81127e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228324 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97911 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128704 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136242 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132303 members 
Mstep: Class 26 contains 71767 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79739 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 401Q: 34 clusters Score -1.81127e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228324 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97912 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128682 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136261 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95587 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132303 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79741 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 402Q: 34 clusters Score -1.81127e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228324 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97914 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128661 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136284 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132299 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79742 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 403Q: 34 clusters Score -1.811269e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228322 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97912 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128637 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136311 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132299 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79743 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126864.000000 Penalty: 115847.835938
Iteration 404Q: 34 clusters Score -1.811269e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228319 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97908 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128605 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136342 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132305 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79745 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126880.000000 Penalty: 115847.835938
Iteration 405Q: 34 clusters Score -1.811269e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228316 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97905 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128575 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136372 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132306 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79750 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126928.000000 Penalty: 115847.835938
Iteration 406Q: 34 clusters Score -1.811269e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97906 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128558 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136391 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132302 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79757 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 407Q: 34 clusters Score -1.81127e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228307 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97906 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128539 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136409 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132304 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79760 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 408Q: 34 clusters Score -1.81127e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228305 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97906 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128521 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136423 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132304 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79763 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126912.000000 Penalty: 115847.835938
Iteration 409Q: 34 clusters Score -1.811269e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228303 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97906 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128507 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136436 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132307 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79763 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126912.000000 Penalty: 115847.835938
Iteration 410Q: 34 clusters Score -1.811269e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228299 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97905 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128488 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136455 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79764 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127040.000000 Penalty: 115847.835938
Iteration 411Q: 34 clusters Score -1.81127e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228299 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97904 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128473 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136473 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132308 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79765 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 412Q: 34 clusters Score -1.81127e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228297 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97899 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128456 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136495 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132308 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79767 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 413Q: 34 clusters Score -1.81127e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228295 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97898 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128444 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136509 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132308 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79768 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 414Q: 34 clusters Score -1.81127e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228295 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97896 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128426 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136525 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132307 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79772 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126928.000000 Penalty: 115847.835938
Iteration 415Q: 34 clusters Score -1.811269e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228294 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97895 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128403 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136547 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132308 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79773 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126896.000000 Penalty: 115847.835938
Iteration 416Q: 34 clusters Score -1.811269e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228292 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97888 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128382 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136569 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79774 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 417Q: 34 clusters Score -1.81127e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228294 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97887 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128366 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136585 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132310 members 
Mstep: Class 26 contains 71766 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79777 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 418Q: 34 clusters Score -1.81127e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228293 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97883 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128362 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136594 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132312 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79778 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126960.000000 Penalty: 115847.835938
Iteration 419Q: 34 clusters Score -1.81127e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228293 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97883 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128347 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136606 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79777 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126896.000000 Penalty: 115847.835938
Iteration 420F: 34 clusters Score -1.811269e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228297 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97882 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128334 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136612 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132317 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79777 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126928.000000 Penalty: 115847.835938
Iteration 421Q: 34 clusters Score -1.811269e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228295 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97879 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128320 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136630 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132319 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79777 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127008.000000 Penalty: 115847.835938
Iteration 422Q: 34 clusters Score -1.81127e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228297 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97878 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128307 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136644 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132319 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79778 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127120.000000 Penalty: 115847.835938
Iteration 423Q: 34 clusters Score -1.811271e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228301 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128296 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136653 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132318 members 
Mstep: Class 26 contains 71765 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79778 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 424Q: 34 clusters Score -1.811271e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228302 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128283 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136667 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132315 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79780 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126960.000000 Penalty: 115847.835938
Iteration 425Q: 34 clusters Score -1.81127e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228305 members 
Mstep: Class 7 contains 66620 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128271 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136679 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79781 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 426Q: 34 clusters Score -1.811271e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228307 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128262 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136688 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79780 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 427Q: 34 clusters Score -1.811271e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228307 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 97872 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128257 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136693 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132315 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79781 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127104.000000 Penalty: 115847.835938
Iteration 428Q: 34 clusters Score -1.811271e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228308 members 
Mstep: Class 7 contains 66619 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97872 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128249 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136699 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132316 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79780 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 429Q: 34 clusters Score -1.81127e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228309 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97873 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128244 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136702 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132316 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79781 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 430Q: 34 clusters Score -1.811271e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228310 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97874 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128240 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136703 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132316 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79782 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 431Q: 34 clusters Score -1.81127e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228310 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97874 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128237 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136709 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132313 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79782 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 432Q: 34 clusters Score -1.81127e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97874 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128223 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136719 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132312 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79785 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126992.000000 Penalty: 115847.835938
Iteration 433Q: 34 clusters Score -1.81127e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128216 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136725 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79785 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127024.000000 Penalty: 115847.835938
Iteration 434Q: 34 clusters Score -1.81127e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128211 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136732 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79784 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127088.000000 Penalty: 115847.835938
Iteration 435Q: 34 clusters Score -1.811271e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128212 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136732 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79784 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 436Q: 34 clusters Score -1.811271e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128207 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136734 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132312 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79786 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127040.000000 Penalty: 115847.835938
Iteration 437Q: 34 clusters Score -1.81127e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128202 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136734 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132312 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 79790 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127072.000000 Penalty: 115847.835938
Iteration 438Q: 34 clusters Score -1.811271e+08 nChanged 5
Entering ConstructFrom: 
Score: -181127072.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -915611.500000 Penalty: 2218.280762
	Iteration 0F: 2 clusters Score -915611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -909528.375000 Penalty: 4436.561523
	Iteration 0F: 3 clusters Score -909528.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -911642.687500 Penalty: 4436.561523
	Iteration 1F: 3 clusters Score -911642.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -912229.625000 Penalty: 4436.561523
	Iteration 2F: 3 clusters Score -912229.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -912629.937500 Penalty: 4436.561523
	Iteration 3F: 3 clusters Score -912629.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -912929.312500 Penalty: 4436.561523
	Iteration 4F: 3 clusters Score -912929.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -913127.750000 Penalty: 4436.561523
	Iteration 5Q: 3 clusters Score -913127.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -913262.125000 Penalty: 4436.561523
	Iteration 6Q: 3 clusters Score -913262.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -913373.625000 Penalty: 4436.561523
	Iteration 7Q: 3 clusters Score -913373.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -913446.500000 Penalty: 4436.561523
	Iteration 8Q: 3 clusters Score -913446.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -913489.687500 Penalty: 4436.561523
	Iteration 9Q: 3 clusters Score -913489.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -913516.062500 Penalty: 4436.561523
	Iteration 10Q: 3 clusters Score -913516.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -913539.000000 Penalty: 4436.561523
	Iteration 11Q: 3 clusters Score -913539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -913559.937500 Penalty: 4436.561523
	Iteration 12Q: 3 clusters Score -913559.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -913583.875000 Penalty: 4436.561523
	Iteration 13Q: 3 clusters Score -913583.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -913602.062500 Penalty: 4436.561523
	Iteration 14Q: 3 clusters Score -913602.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -913616.812500 Penalty: 4436.561523
	Iteration 15Q: 3 clusters Score -913616.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -913638.125000 Penalty: 4436.561523
	Iteration 16Q: 3 clusters Score -913638.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -913663.750000 Penalty: 4436.561523
	Iteration 17Q: 3 clusters Score -913663.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -913683.187500 Penalty: 4436.561523
	Iteration 18Q: 3 clusters Score -913683.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -913697.812500 Penalty: 4436.561523
	Iteration 19Q: 3 clusters Score -913697.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -913710.187500 Penalty: 4436.561523
	Iteration 20F: 3 clusters Score -913710.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -913734.812500 Penalty: 4436.561523
	Iteration 21Q: 3 clusters Score -913734.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -913754.062500 Penalty: 4436.561523
	Iteration 22Q: 3 clusters Score -913754.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -913773.625000 Penalty: 4436.561523
	Iteration 23Q: 3 clusters Score -913773.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -913788.875000 Penalty: 4436.561523
	Iteration 24Q: 3 clusters Score -913788.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -913803.000000 Penalty: 4436.561523
	Iteration 25Q: 3 clusters Score -913803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -913825.687500 Penalty: 4436.561523
	Iteration 26Q: 3 clusters Score -913825.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -913844.000000 Penalty: 4436.561523
	Iteration 27Q: 3 clusters Score -913844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -913865.437500 Penalty: 4436.561523
	Iteration 28Q: 3 clusters Score -913865.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -913884.187500 Penalty: 4436.561523
	Iteration 29Q: 3 clusters Score -913884.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -913903.250000 Penalty: 4436.561523
	Iteration 30Q: 3 clusters Score -913903.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -913923.687500 Penalty: 4436.561523
	Iteration 31Q: 3 clusters Score -913923.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -913937.812500 Penalty: 4436.561523
	Iteration 32Q: 3 clusters Score -913937.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -913954.937500 Penalty: 4436.561523
	Iteration 33Q: 3 clusters Score -913954.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -913969.687500 Penalty: 4436.561523
	Iteration 34Q: 3 clusters Score -913969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -913978.875000 Penalty: 4436.561523
	Iteration 35Q: 3 clusters Score -913978.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -913984.625000 Penalty: 4436.561523
	Iteration 36Q: 3 clusters Score -913984.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -913997.750000 Penalty: 4436.561523
	Iteration 37Q: 3 clusters Score -913997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -914006.000000 Penalty: 4436.561523
	Iteration 38Q: 3 clusters Score -914006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -914008.625000 Penalty: 4436.561523
	Iteration 39Q: 3 clusters Score -914008.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -914014.125000 Penalty: 4436.561523
	Iteration 40F: 3 clusters Score -914014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -914026.250000 Penalty: 4436.561523
	Iteration 41Q: 3 clusters Score -914026.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -914032.500000 Penalty: 4436.561523
	Iteration 42Q: 3 clusters Score -914032.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -914038.562500 Penalty: 4436.561523
	Iteration 43Q: 3 clusters Score -914038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -914047.750000 Penalty: 4436.561523
	Iteration 44Q: 3 clusters Score -914047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -914058.562500 Penalty: 4436.561523
	Iteration 45Q: 3 clusters Score -914058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -914071.687500 Penalty: 4436.561523
	Iteration 46Q: 3 clusters Score -914071.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -914082.000000 Penalty: 4436.561523
	Iteration 47Q: 3 clusters Score -914082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -914099.625000 Penalty: 4436.561523
	Iteration 48Q: 3 clusters Score -914099.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -914107.375000 Penalty: 4436.561523
	Iteration 49Q: 3 clusters Score -914107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -914117.812500 Penalty: 4436.561523
	Iteration 50Q: 3 clusters Score -914117.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -914129.625000 Penalty: 4436.561523
	Iteration 51Q: 3 clusters Score -914129.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -914140.187500 Penalty: 4436.561523
	Iteration 52Q: 3 clusters Score -914140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -914146.062500 Penalty: 4436.561523
	Iteration 53Q: 3 clusters Score -914146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -914153.625000 Penalty: 4436.561523
	Iteration 54Q: 3 clusters Score -914153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -914153.937500 Penalty: 4436.561523
	Iteration 55Q: 3 clusters Score -914153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -914157.937500 Penalty: 4436.561523
	Iteration 56Q: 3 clusters Score -914157.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -914161.000000 Penalty: 4436.561523
	Iteration 57Q: 3 clusters Score -914161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -914166.125000 Penalty: 4436.561523
	Iteration 58Q: 3 clusters Score -914166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -914173.312500 Penalty: 4436.561523
	Iteration 59Q: 3 clusters Score -914173.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -914173.125000 Penalty: 4436.561523
	Iteration 60F: 3 clusters Score -914173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -914176.687500 Penalty: 4436.561523
	Iteration 61Q: 3 clusters Score -914176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -914176.187500 Penalty: 4436.561523
	Iteration 62Q: 3 clusters Score -914176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -914178.000000 Penalty: 4436.561523
	Iteration 63Q: 3 clusters Score -914178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -914181.437500 Penalty: 4436.561523
	Iteration 64Q: 3 clusters Score -914181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -914183.437500 Penalty: 4436.561523
	Iteration 65Q: 3 clusters Score -914183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -914183.875000 Penalty: 4436.561523
	Iteration 66Q: 3 clusters Score -914183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -914188.750000 Penalty: 4436.561523
	Iteration 67Q: 3 clusters Score -914188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -914190.250000 Penalty: 4436.561523
	Iteration 68Q: 3 clusters Score -914190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -914191.750000 Penalty: 4436.561523
	Iteration 69Q: 3 clusters Score -914191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -914195.312500 Penalty: 4436.561523
	Iteration 70Q: 3 clusters Score -914195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -914195.937500 Penalty: 4436.561523
	Iteration 71Q: 3 clusters Score -914195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -914199.062500 Penalty: 4436.561523
	Iteration 72Q: 3 clusters Score -914199.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -914204.062500 Penalty: 4436.561523
	Iteration 73Q: 3 clusters Score -914204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -914209.125000 Penalty: 4436.561523
	Iteration 74Q: 3 clusters Score -914209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -914212.875000 Penalty: 4436.561523
	Iteration 75Q: 3 clusters Score -914212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -914216.750000 Penalty: 4436.561523
	Iteration 76Q: 3 clusters Score -914216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -914217.125000 Penalty: 4436.561523
	Iteration 77Q: 3 clusters Score -914217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -914218.312500 Penalty: 4436.561523
	Iteration 78Q: 3 clusters Score -914218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -914219.187500 Penalty: 4436.561523
	Iteration 79Q: 3 clusters Score -914219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -914221.062500 Penalty: 4436.561523
	Iteration 80F: 3 clusters Score -914221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -914222.562500 Penalty: 4436.561523
	Iteration 81Q: 3 clusters Score -914222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -914221.812500 Penalty: 4436.561523
	Iteration 82Q: 3 clusters Score -914221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -914222.812500 Penalty: 4436.561523
	Iteration 83Q: 3 clusters Score -914222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -914224.125000 Penalty: 4436.561523
	Iteration 84Q: 3 clusters Score -914224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -914224.125000 Penalty: 4436.561523
	Iteration 85F: 3 clusters Score -914224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -1101205.375000 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -1101205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1094303.750000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -1094304 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1096479.500000 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -1096480 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1096953.500000 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -1096954 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1097341.500000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -1097342 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1097718.750000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -1097719 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1098088.375000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -1098088 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1098489.250000 Penalty: 4512.974121
	Iteration 6F: 3 clusters Score -1098489 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1098907.875000 Penalty: 4512.974121
	Iteration 7F: 3 clusters Score -1098908 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1099260.750000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -1099261 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1099510.250000 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -1099510 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1099681.000000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -1099681 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1099818.625000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -1099819 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1099952.750000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -1099953 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1100055.875000 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -1100056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1100149.125000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -1100149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1100222.625000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -1100223 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1100296.875000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -1100297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1100384.500000 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -1100384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1100468.125000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -1100468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1100565.625000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -1100566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1100647.875000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -1100648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1100725.375000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -1100725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1100776.250000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -1100776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1100812.750000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -1100813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1100840.250000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -1100840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1100869.625000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -1100870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1100899.875000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -1100900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1100932.875000 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -1100933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1100964.375000 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -1100964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1100995.375000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -1100995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1101020.125000 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -1101020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1101041.625000 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -1101042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1101058.125000 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -1101058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1101074.375000 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -1101074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1101088.000000 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -1101088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1101100.750000 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -1101101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1101114.500000 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -1101114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1101127.875000 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -1101128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1101135.750000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -1101136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1101145.750000 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -1101146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1101157.500000 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -1101158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1101165.125000 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -1101165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1101173.750000 Penalty: 4512.974121
	Iteration 42Q: 3 clusters Score -1101174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1101181.375000 Penalty: 4512.974121
	Iteration 43Q: 3 clusters Score -1101181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1101184.500000 Penalty: 4512.974121
	Iteration 44Q: 3 clusters Score -1101184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1101191.000000 Penalty: 4512.974121
	Iteration 45Q: 3 clusters Score -1101191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1101192.250000 Penalty: 4512.974121
	Iteration 46Q: 3 clusters Score -1101192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1101197.375000 Penalty: 4512.974121
	Iteration 47Q: 3 clusters Score -1101197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1101202.000000 Penalty: 4512.974121
	Iteration 48Q: 3 clusters Score -1101202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1101205.500000 Penalty: 4512.974121
	Iteration 49Q: 3 clusters Score -1101206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1101211.250000 Penalty: 4512.974121
	Iteration 50Q: 3 clusters Score -1101211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1101213.875000 Penalty: 4512.974121
	Iteration 51Q: 3 clusters Score -1101214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1101220.875000 Penalty: 4512.974121
	Iteration 52Q: 3 clusters Score -1101221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1101226.875000 Penalty: 4512.974121
	Iteration 53Q: 3 clusters Score -1101227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1101233.500000 Penalty: 4512.974121
	Iteration 54Q: 3 clusters Score -1101234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1101238.375000 Penalty: 4512.974121
	Iteration 55Q: 3 clusters Score -1101238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1101243.500000 Penalty: 4512.974121
	Iteration 56Q: 3 clusters Score -1101244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1101249.375000 Penalty: 4512.974121
	Iteration 57Q: 3 clusters Score -1101249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1101253.875000 Penalty: 4512.974121
	Iteration 58Q: 3 clusters Score -1101254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1101261.250000 Penalty: 4512.974121
	Iteration 59Q: 3 clusters Score -1101261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1101270.375000 Penalty: 4512.974121
	Iteration 60F: 3 clusters Score -1101270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1101276.125000 Penalty: 4512.974121
	Iteration 61Q: 3 clusters Score -1101276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1101279.625000 Penalty: 4512.974121
	Iteration 62Q: 3 clusters Score -1101280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1101282.250000 Penalty: 4512.974121
	Iteration 63Q: 3 clusters Score -1101282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1101286.000000 Penalty: 4512.974121
	Iteration 64Q: 3 clusters Score -1101286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1101291.875000 Penalty: 4512.974121
	Iteration 65Q: 3 clusters Score -1101292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1101295.250000 Penalty: 4512.974121
	Iteration 66Q: 3 clusters Score -1101295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1101300.875000 Penalty: 4512.974121
	Iteration 67Q: 3 clusters Score -1101301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1101304.250000 Penalty: 4512.974121
	Iteration 68Q: 3 clusters Score -1101304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1101308.625000 Penalty: 4512.974121
	Iteration 69Q: 3 clusters Score -1101309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1101312.500000 Penalty: 4512.974121
	Iteration 70Q: 3 clusters Score -1101312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1101311.125000 Penalty: 4512.974121
	Iteration 71Q: 3 clusters Score -1101311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1101312.625000 Penalty: 4512.974121
	Iteration 72Q: 3 clusters Score -1101313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1101312.375000 Penalty: 4512.974121
	Iteration 73Q: 3 clusters Score -1101312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1101312.500000 Penalty: 4512.974121
	Iteration 74Q: 3 clusters Score -1101312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1101314.875000 Penalty: 4512.974121
	Iteration 75Q: 3 clusters Score -1101315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1101315.000000 Penalty: 4512.974121
	Iteration 76Q: 3 clusters Score -1101315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1101317.125000 Penalty: 4512.974121
	Iteration 77Q: 3 clusters Score -1101317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1101317.875000 Penalty: 4512.974121
	Iteration 78Q: 3 clusters Score -1101318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1101321.125000 Penalty: 4512.974121
	Iteration 79Q: 3 clusters Score -1101321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1101320.875000 Penalty: 4512.974121
	Iteration 80F: 3 clusters Score -1101321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1101321.375000 Penalty: 4512.974121
	Iteration 81Q: 3 clusters Score -1101321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1101321.125000 Penalty: 4512.974121
	Iteration 82Q: 3 clusters Score -1101321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1101321.125000 Penalty: 4512.974121
	Iteration 83F: 3 clusters Score -1101321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128200 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 6510 members 
Entering Unmasked Estep 
Score: -181125728.000000 Penalty: 119358.375000
Splitting cluster 2 changes total score from -181127072.000000 to -181125728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Entering Unmasked Estep 
Score: -2649304.750000 Penalty: 2451.130371
	Iteration 0F: 2 clusters Score -2649305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2635471.750000 Penalty: 4902.260742
	Iteration 0F: 3 clusters Score -2635472 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2640127.000000 Penalty: 4902.260742
	Iteration 1F: 3 clusters Score -2640127 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2640574.000000 Penalty: 4902.260742
	Iteration 2F: 3 clusters Score -2640574 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2640978.750000 Penalty: 4902.260742
	Iteration 3Q: 3 clusters Score -2640979 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2641405.750000 Penalty: 4902.260742
	Iteration 4Q: 3 clusters Score -2641406 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2641907.000000 Penalty: 4902.260742
	Iteration 5Q: 3 clusters Score -2641907 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2642451.500000 Penalty: 4902.260742
	Iteration 6F: 3 clusters Score -2642452 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2643091.250000 Penalty: 4902.260742
	Iteration 7F: 3 clusters Score -2643091 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2643837.000000 Penalty: 4902.260742
	Iteration 8F: 3 clusters Score -2643837 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2644660.500000 Penalty: 4902.260742
	Iteration 9F: 3 clusters Score -2644660 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2645366.250000 Penalty: 4902.260742
	Iteration 10Q: 3 clusters Score -2645366 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2645914.250000 Penalty: 4902.260742
	Iteration 11Q: 3 clusters Score -2645914 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2646258.000000 Penalty: 4902.260742
	Iteration 12Q: 3 clusters Score -2646258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2646471.500000 Penalty: 4902.260742
	Iteration 13Q: 3 clusters Score -2646472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2646595.750000 Penalty: 4902.260742
	Iteration 14Q: 3 clusters Score -2646596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2646702.750000 Penalty: 4902.260742
	Iteration 15Q: 3 clusters Score -2646703 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2646774.500000 Penalty: 4902.260742
	Iteration 16Q: 3 clusters Score -2646774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2646832.000000 Penalty: 4902.260742
	Iteration 17Q: 3 clusters Score -2646832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2646867.750000 Penalty: 4902.260742
	Iteration 18Q: 3 clusters Score -2646868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2646903.250000 Penalty: 4902.260742
	Iteration 19Q: 3 clusters Score -2646903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2646922.750000 Penalty: 4902.260742
	Iteration 20F: 3 clusters Score -2646923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2646952.750000 Penalty: 4902.260742
	Iteration 21Q: 3 clusters Score -2646953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2646975.250000 Penalty: 4902.260742
	Iteration 22Q: 3 clusters Score -2646975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2646991.000000 Penalty: 4902.260742
	Iteration 23Q: 3 clusters Score -2646991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2647012.500000 Penalty: 4902.260742
	Iteration 24Q: 3 clusters Score -2647012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2647035.250000 Penalty: 4902.260742
	Iteration 25Q: 3 clusters Score -2647035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2647043.750000 Penalty: 4902.260742
	Iteration 26Q: 3 clusters Score -2647044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2647059.250000 Penalty: 4902.260742
	Iteration 27Q: 3 clusters Score -2647059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2647069.750000 Penalty: 4902.260742
	Iteration 28Q: 3 clusters Score -2647070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2647075.250000 Penalty: 4902.260742
	Iteration 29Q: 3 clusters Score -2647075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2647083.500000 Penalty: 4902.260742
	Iteration 30Q: 3 clusters Score -2647084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2647093.500000 Penalty: 4902.260742
	Iteration 31Q: 3 clusters Score -2647094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2647095.250000 Penalty: 4902.260742
	Iteration 32Q: 3 clusters Score -2647095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2647102.750000 Penalty: 4902.260742
	Iteration 33Q: 3 clusters Score -2647103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2647109.500000 Penalty: 4902.260742
	Iteration 34Q: 3 clusters Score -2647110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2647108.750000 Penalty: 4902.260742
	Iteration 35Q: 3 clusters Score -2647109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2647114.500000 Penalty: 4902.260742
	Iteration 36Q: 3 clusters Score -2647114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2647118.250000 Penalty: 4902.260742
	Iteration 37Q: 3 clusters Score -2647118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2647119.250000 Penalty: 4902.260742
	Iteration 38Q: 3 clusters Score -2647119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2647119.000000 Penalty: 4902.260742
	Iteration 39Q: 3 clusters Score -2647119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2647117.500000 Penalty: 4902.260742
	Iteration 40F: 3 clusters Score -2647118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2647115.250000 Penalty: 4902.260742
	Iteration 41Q: 3 clusters Score -2647115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2647118.000000 Penalty: 4902.260742
	Iteration 42Q: 3 clusters Score -2647118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2647119.500000 Penalty: 4902.260742
	Iteration 43Q: 3 clusters Score -2647120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2647119.500000 Penalty: 4902.260742
	Iteration 44F: 3 clusters Score -2647120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -598512.812500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -598512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594080.562500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -594080.6 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -595148.687500 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -595148.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -595397.312500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -595397.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -595549.437500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -595549.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -595661.750000 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -595661.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -595741.562500 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -595741.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -595792.750000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -595792.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -595830.937500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -595830.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -595867.937500 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -595867.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -595908.062500 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -595908.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -595947.937500 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -595947.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -595986.312500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -595986.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -596014.812500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -596014.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -596053.875000 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -596053.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -596090.125000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -596090.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -596128.437500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -596128.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -596163.125000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -596163.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -596193.187500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -596193.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -596235.062500 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -596235.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -596281.000000 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -596281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -596322.812500 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -596322.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -596359.312500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -596359.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -596403.062500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -596403.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -596446.500000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -596446.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -596496.000000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -596496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -596536.437500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -596536.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -596576.625000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -596576.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -596619.687500 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -596619.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -596653.562500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -596653.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -596682.437500 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -596682.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -596704.062500 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -596704.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -596728.625000 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -596728.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -596755.375000 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -596755.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -596773.750000 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -596773.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -596793.312500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -596793.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -596807.750000 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -596807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -596817.625000 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -596817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -596821.000000 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -596821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -596830.437500 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -596830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -596838.312500 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -596838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -596839.625000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -596839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -596841.250000 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -596841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -596841.812500 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -596841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -596843.562500 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -596843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -596845.000000 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -596845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -596847.875000 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -596847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -596847.625000 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -596847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -596847.437500 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -596847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -596848.750000 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -596848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -596851.312500 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -596851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -596851.312500 Penalty: 4203.556152
	Iteration 50F: 3 clusters Score -596851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Entering Unmasked Estep 
Score: -16751451.000000 Penalty: 2915.103760
	Iteration 0F: 2 clusters Score -1.675145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -16667209.000000 Penalty: 5830.207520
	Iteration 0F: 3 clusters Score -1.666721e+07 nChanged 60471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -16701828.000000 Penalty: 5830.207520
	Iteration 1F: 3 clusters Score -1.670183e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -16702740.000000 Penalty: 5830.207520
	Iteration 2Q: 3 clusters Score -1.670274e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -16704100.000000 Penalty: 5830.207520
	Iteration 3Q: 3 clusters Score -1.67041e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -16706187.000000 Penalty: 5830.207520
	Iteration 4Q: 3 clusters Score -1.670619e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -16709923.000000 Penalty: 5830.207520
	Iteration 5F: 3 clusters Score -1.670992e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -16715849.000000 Penalty: 5830.207520
	Iteration 6F: 3 clusters Score -1.671585e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -16723559.000000 Penalty: 5830.207520
	Iteration 7F: 3 clusters Score -1.672356e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -16731599.000000 Penalty: 5830.207520
	Iteration 8F: 3 clusters Score -1.67316e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -16738723.000000 Penalty: 5830.207520
	Iteration 9F: 3 clusters Score -1.673872e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -16743933.000000 Penalty: 5830.207520
	Iteration 10Q: 3 clusters Score -1.674393e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 124382 members 
Entering Unmasked Estep 
Score: -16746794.000000 Penalty: 5830.207520
	Iteration 11Q: 3 clusters Score -1.674679e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 125866 members 
Entering Unmasked Estep 
Score: -16747923.000000 Penalty: 5830.207520
	Iteration 12Q: 3 clusters Score -1.674792e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 126456 members 
Entering Unmasked Estep 
Score: -16748329.000000 Penalty: 5830.207520
	Iteration 13Q: 3 clusters Score -1.674833e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -16748637.000000 Penalty: 5830.207520
	Iteration 14Q: 3 clusters Score -1.674864e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -16748788.000000 Penalty: 5830.207520
	Iteration 15Q: 3 clusters Score -1.674879e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -16748862.000000 Penalty: 5830.207520
	Iteration 16Q: 3 clusters Score -1.674886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16748899.000000 Penalty: 5830.207520
	Iteration 17Q: 3 clusters Score -1.67489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -16748902.000000 Penalty: 5830.207520
	Iteration 18Q: 3 clusters Score -1.67489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -16748913.000000 Penalty: 5830.207520
	Iteration 19Q: 3 clusters Score -1.674891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -16748926.000000 Penalty: 5830.207520
	Iteration 20F: 3 clusters Score -1.674893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -16748936.000000 Penalty: 5830.207520
	Iteration 21Q: 3 clusters Score -1.674894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 126909 members 
Entering Unmasked Estep 
Score: -16748943.000000 Penalty: 5830.207520
	Iteration 22Q: 3 clusters Score -1.674894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 126914 members 
Entering Unmasked Estep 
Score: -16748949.000000 Penalty: 5830.207520
	Iteration 23Q: 3 clusters Score -1.674895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -16748952.000000 Penalty: 5830.207520
	Iteration 24Q: 3 clusters Score -1.674895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -16748952.000000 Penalty: 5830.207520
	Iteration 25Q: 3 clusters Score -1.674895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 126924 members 
Entering Unmasked Estep 
Score: -16748961.000000 Penalty: 5830.207520
	Iteration 26Q: 3 clusters Score -1.674896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -16748968.000000 Penalty: 5830.207520
	Iteration 27Q: 3 clusters Score -1.674897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 126933 members 
Entering Unmasked Estep 
Score: -16748980.000000 Penalty: 5830.207520
	Iteration 28Q: 3 clusters Score -1.674898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 126933 members 
Entering Unmasked Estep 
Score: -16748980.000000 Penalty: 5830.207520
	Iteration 29F: 3 clusters Score -1.674898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Entering Unmasked Estep 
Score: -30525408.000000 Penalty: 3059.940186
	Iteration 0F: 2 clusters Score -3.052541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -30386954.000000 Penalty: 6119.880371
	Iteration 0F: 3 clusters Score -3.038695e+07 nChanged 109818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116328 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -30452484.000000 Penalty: 6119.880371
	Iteration 1F: 3 clusters Score -3.045248e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -30453906.000000 Penalty: 6119.880371
	Iteration 2Q: 3 clusters Score -3.045391e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -30455874.000000 Penalty: 6119.880371
	Iteration 3Q: 3 clusters Score -3.045587e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -30458590.000000 Penalty: 6119.880371
	Iteration 4Q: 3 clusters Score -3.045859e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -30462814.000000 Penalty: 6119.880371
	Iteration 5Q: 3 clusters Score -3.046281e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -30469222.000000 Penalty: 6119.880371
	Iteration 6F: 3 clusters Score -3.046922e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -30479086.000000 Penalty: 6119.880371
	Iteration 7F: 3 clusters Score -3.047909e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163179 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -30490526.000000 Penalty: 6119.880371
	Iteration 8F: 3 clusters Score -3.049053e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -30500476.000000 Penalty: 6119.880371
	Iteration 9F: 3 clusters Score -3.050048e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -30506830.000000 Penalty: 6119.880371
	Iteration 10Q: 3 clusters Score -3.050683e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187770 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -30509920.000000 Penalty: 6119.880371
	Iteration 11Q: 3 clusters Score -3.050992e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194072 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -30512460.000000 Penalty: 6119.880371
	Iteration 12Q: 3 clusters Score -3.051246e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200024 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -30514676.000000 Penalty: 6119.880371
	Iteration 13Q: 3 clusters Score -3.051468e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205398 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -30516310.000000 Penalty: 6119.880371
	Iteration 14Q: 3 clusters Score -3.051631e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210322 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -30518132.000000 Penalty: 6119.880371
	Iteration 15Q: 3 clusters Score -3.051813e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214727 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -30519862.000000 Penalty: 6119.880371
	Iteration 16Q: 3 clusters Score -3.051986e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218497 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -30521098.000000 Penalty: 6119.880371
	Iteration 17Q: 3 clusters Score -3.05211e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221315 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -30521948.000000 Penalty: 6119.880371
	Iteration 18Q: 3 clusters Score -3.052195e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223260 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -30522616.000000 Penalty: 6119.880371
	Iteration 19Q: 3 clusters Score -3.052262e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224609 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -30523196.000000 Penalty: 6119.880371
	Iteration 20F: 3 clusters Score -3.05232e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225443 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30523476.000000 Penalty: 6119.880371
	Iteration 21Q: 3 clusters Score -3.052348e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -30523620.000000 Penalty: 6119.880371
	Iteration 22Q: 3 clusters Score -3.052362e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226229 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -30523602.000000 Penalty: 6119.880371
	Iteration 23Q: 3 clusters Score -3.05236e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226414 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -30523684.000000 Penalty: 6119.880371
	Iteration 24Q: 3 clusters Score -3.052368e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226516 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -30523782.000000 Penalty: 6119.880371
	Iteration 25Q: 3 clusters Score -3.052378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226594 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -30523774.000000 Penalty: 6119.880371
	Iteration 26Q: 3 clusters Score -3.052377e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226657 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -30523784.000000 Penalty: 6119.880371
	Iteration 27Q: 3 clusters Score -3.052378e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226697 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -30523754.000000 Penalty: 6119.880371
	Iteration 28Q: 3 clusters Score -3.052375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226729 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -30523808.000000 Penalty: 6119.880371
	Iteration 29Q: 3 clusters Score -3.052381e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -30523878.000000 Penalty: 6119.880371
	Iteration 30Q: 3 clusters Score -3.052388e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -30523924.000000 Penalty: 6119.880371
	Iteration 31Q: 3 clusters Score -3.052392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226746 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -30523994.000000 Penalty: 6119.880371
	Iteration 32Q: 3 clusters Score -3.052399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226744 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -30524008.000000 Penalty: 6119.880371
	Iteration 33Q: 3 clusters Score -3.052401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226742 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -30524072.000000 Penalty: 6119.880371
	Iteration 34Q: 3 clusters Score -3.052407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -30524094.000000 Penalty: 6119.880371
	Iteration 35Q: 3 clusters Score -3.052409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226751 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -30524080.000000 Penalty: 6119.880371
	Iteration 36Q: 3 clusters Score -3.052408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226751 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -30524072.000000 Penalty: 6119.880371
	Iteration 37Q: 3 clusters Score -3.052407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226758 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -30524092.000000 Penalty: 6119.880371
	Iteration 38Q: 3 clusters Score -3.052409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226766 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -30524066.000000 Penalty: 6119.880371
	Iteration 39Q: 3 clusters Score -3.052407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226767 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -30524096.000000 Penalty: 6119.880371
	Iteration 40F: 3 clusters Score -3.05241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226751 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -30524094.000000 Penalty: 6119.880371
	Iteration 41Q: 3 clusters Score -3.052409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -30524092.000000 Penalty: 6119.880371
	Iteration 42Q: 3 clusters Score -3.052409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226733 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -30524112.000000 Penalty: 6119.880371
	Iteration 43Q: 3 clusters Score -3.052411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226719 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -30524162.000000 Penalty: 6119.880371
	Iteration 44Q: 3 clusters Score -3.052416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226699 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -30524160.000000 Penalty: 6119.880371
	Iteration 45Q: 3 clusters Score -3.052416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226696 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -30524174.000000 Penalty: 6119.880371
	Iteration 46Q: 3 clusters Score -3.052417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226694 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -30524194.000000 Penalty: 6119.880371
	Iteration 47Q: 3 clusters Score -3.052419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226688 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -30524194.000000 Penalty: 6119.880371
	Iteration 48Q: 3 clusters Score -3.052419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226685 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -30524192.000000 Penalty: 6119.880371
	Iteration 49Q: 3 clusters Score -3.052419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -30524154.000000 Penalty: 6119.880371
	Iteration 50Q: 3 clusters Score -3.052415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -30524174.000000 Penalty: 6119.880371
	Iteration 51Q: 3 clusters Score -3.052417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226677 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -30524204.000000 Penalty: 6119.880371
	Iteration 52Q: 3 clusters Score -3.05242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226663 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -30524212.000000 Penalty: 6119.880371
	Iteration 53Q: 3 clusters Score -3.052421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226658 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -30524216.000000 Penalty: 6119.880371
	Iteration 54Q: 3 clusters Score -3.052422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226650 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -30524236.000000 Penalty: 6119.880371
	Iteration 55Q: 3 clusters Score -3.052424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226644 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30524238.000000 Penalty: 6119.880371
	Iteration 56Q: 3 clusters Score -3.052424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226637 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -30524252.000000 Penalty: 6119.880371
	Iteration 57Q: 3 clusters Score -3.052425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226630 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -30524288.000000 Penalty: 6119.880371
	Iteration 58Q: 3 clusters Score -3.052429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226618 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -30524288.000000 Penalty: 6119.880371
	Iteration 59Q: 3 clusters Score -3.052429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226623 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -30524302.000000 Penalty: 6119.880371
	Iteration 60F: 3 clusters Score -3.05243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -30524308.000000 Penalty: 6119.880371
	Iteration 61Q: 3 clusters Score -3.052431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -30524294.000000 Penalty: 6119.880371
	Iteration 62Q: 3 clusters Score -3.052429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226623 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -30524346.000000 Penalty: 6119.880371
	Iteration 63Q: 3 clusters Score -3.052435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -30524340.000000 Penalty: 6119.880371
	Iteration 64Q: 3 clusters Score -3.052434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30524346.000000 Penalty: 6119.880371
	Iteration 65Q: 3 clusters Score -3.052435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30524366.000000 Penalty: 6119.880371
	Iteration 66Q: 3 clusters Score -3.052437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30524370.000000 Penalty: 6119.880371
	Iteration 67Q: 3 clusters Score -3.052437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226632 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -30524400.000000 Penalty: 6119.880371
	Iteration 68Q: 3 clusters Score -3.05244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -30524400.000000 Penalty: 6119.880371
	Iteration 69Q: 3 clusters Score -3.05244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -30524390.000000 Penalty: 6119.880371
	Iteration 70Q: 3 clusters Score -3.052439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226636 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30524390.000000 Penalty: 6119.880371
	Iteration 71Q: 3 clusters Score -3.052439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226633 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -30524398.000000 Penalty: 6119.880371
	Iteration 72Q: 3 clusters Score -3.05244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -30524418.000000 Penalty: 6119.880371
	Iteration 73Q: 3 clusters Score -3.052442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30524424.000000 Penalty: 6119.880371
	Iteration 74Q: 3 clusters Score -3.052442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226623 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -30524422.000000 Penalty: 6119.880371
	Iteration 75Q: 3 clusters Score -3.052442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226621 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -30524418.000000 Penalty: 6119.880371
	Iteration 76Q: 3 clusters Score -3.052442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226619 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -30524414.000000 Penalty: 6119.880371
	Iteration 77Q: 3 clusters Score -3.052441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226617 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30524424.000000 Penalty: 6119.880371
	Iteration 78Q: 3 clusters Score -3.052442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30524424.000000 Penalty: 6119.880371
	Iteration 79Q: 3 clusters Score -3.052442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226610 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -30524454.000000 Penalty: 6119.880371
	Iteration 80F: 3 clusters Score -3.052445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226609 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -30524442.000000 Penalty: 6119.880371
	Iteration 81Q: 3 clusters Score -3.052444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226614 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30524448.000000 Penalty: 6119.880371
	Iteration 82Q: 3 clusters Score -3.052445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30524450.000000 Penalty: 6119.880371
	Iteration 83Q: 3 clusters Score -3.052445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226616 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -30524452.000000 Penalty: 6119.880371
	Iteration 84Q: 3 clusters Score -3.052445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30524438.000000 Penalty: 6119.880371
	Iteration 85Q: 3 clusters Score -3.052444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226617 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30524448.000000 Penalty: 6119.880371
	Iteration 86Q: 3 clusters Score -3.052445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30524438.000000 Penalty: 6119.880371
	Iteration 87Q: 3 clusters Score -3.052444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -30524450.000000 Penalty: 6119.880371
	Iteration 88Q: 3 clusters Score -3.052445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226614 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30524450.000000 Penalty: 6119.880371
	Iteration 89Q: 3 clusters Score -3.052445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -30524462.000000 Penalty: 6119.880371
	Iteration 90Q: 3 clusters Score -3.052446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30524428.000000 Penalty: 6119.880371
	Iteration 91Q: 3 clusters Score -3.052443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30524432.000000 Penalty: 6119.880371
	Iteration 92Q: 3 clusters Score -3.052443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30524428.000000 Penalty: 6119.880371
	Iteration 93Q: 3 clusters Score -3.052443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226614 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30524430.000000 Penalty: 6119.880371
	Iteration 94Q: 3 clusters Score -3.052443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30524430.000000 Penalty: 6119.880371
	Iteration 95Q: 3 clusters Score -3.052443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30524432.000000 Penalty: 6119.880371
	Iteration 96Q: 3 clusters Score -3.052443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30524436.000000 Penalty: 6119.880371
	Iteration 97Q: 3 clusters Score -3.052444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226610 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -30524438.000000 Penalty: 6119.880371
	Iteration 98Q: 3 clusters Score -3.052444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226608 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -30524450.000000 Penalty: 6119.880371
	Iteration 99Q: 3 clusters Score -3.052445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226604 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -30524458.000000 Penalty: 6119.880371
	Iteration 100F: 3 clusters Score -3.052446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226600 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -30524480.000000 Penalty: 6119.880371
	Iteration 101Q: 3 clusters Score -3.052448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226596 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -30524480.000000 Penalty: 6119.880371
	Iteration 102Q: 3 clusters Score -3.052448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226593 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -30524478.000000 Penalty: 6119.880371
	Iteration 103Q: 3 clusters Score -3.052448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226588 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -30524496.000000 Penalty: 6119.880371
	Iteration 104Q: 3 clusters Score -3.05245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226587 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -30524484.000000 Penalty: 6119.880371
	Iteration 105Q: 3 clusters Score -3.052448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226583 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -30524468.000000 Penalty: 6119.880371
	Iteration 106Q: 3 clusters Score -3.052447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226581 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -30524482.000000 Penalty: 6119.880371
	Iteration 107Q: 3 clusters Score -3.052448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226580 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -30524470.000000 Penalty: 6119.880371
	Iteration 108Q: 3 clusters Score -3.052447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226577 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -30524486.000000 Penalty: 6119.880371
	Iteration 109Q: 3 clusters Score -3.052449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226573 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -30524474.000000 Penalty: 6119.880371
	Iteration 110Q: 3 clusters Score -3.052447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226572 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30524476.000000 Penalty: 6119.880371
	Iteration 111Q: 3 clusters Score -3.052448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226572 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30524462.000000 Penalty: 6119.880371
	Iteration 112Q: 3 clusters Score -3.052446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226572 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30524462.000000 Penalty: 6119.880371
	Iteration 113F: 3 clusters Score -3.052446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Entering Unmasked Estep 
Score: -8808744.000000 Penalty: 2754.469238
	Iteration 0F: 2 clusters Score -8808744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -8763970.000000 Penalty: 5508.938477
	Iteration 0F: 3 clusters Score -8763970 nChanged 31215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -8781480.000000 Penalty: 5508.938477
	Iteration 1F: 3 clusters Score -8781480 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -8782127.000000 Penalty: 5508.938477
	Iteration 2Q: 3 clusters Score -8782127 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 5508.938477
	Iteration 3Q: 3 clusters Score -8782725 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -8783482.000000 Penalty: 5508.938477
	Iteration 4Q: 3 clusters Score -8783482 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -8784412.000000 Penalty: 5508.938477
	Iteration 5Q: 3 clusters Score -8784412 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -8785674.000000 Penalty: 5508.938477
	Iteration 6Q: 3 clusters Score -8785674 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -8787258.000000 Penalty: 5508.938477
	Iteration 7F: 3 clusters Score -8787258 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8788986.000000 Penalty: 5508.938477
	Iteration 8F: 3 clusters Score -8788986 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8790884.000000 Penalty: 5508.938477
	Iteration 9F: 3 clusters Score -8790884 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8792472.000000 Penalty: 5508.938477
	Iteration 10F: 3 clusters Score -8792472 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -8794116.000000 Penalty: 5508.938477
	Iteration 11Q: 3 clusters Score -8794116 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -8795682.000000 Penalty: 5508.938477
	Iteration 12Q: 3 clusters Score -8795682 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -8797251.000000 Penalty: 5508.938477
	Iteration 13Q: 3 clusters Score -8797251 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8799102.000000 Penalty: 5508.938477
	Iteration 14Q: 3 clusters Score -8799102 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -8801018.000000 Penalty: 5508.938477
	Iteration 15Q: 3 clusters Score -8801018 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -8802717.000000 Penalty: 5508.938477
	Iteration 16Q: 3 clusters Score -8802717 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -8804017.000000 Penalty: 5508.938477
	Iteration 17Q: 3 clusters Score -8804017 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -8804859.000000 Penalty: 5508.938477
	Iteration 18Q: 3 clusters Score -8804859 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -8805383.000000 Penalty: 5508.938477
	Iteration 19Q: 3 clusters Score -8805383 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -8805708.000000 Penalty: 5508.938477
	Iteration 20F: 3 clusters Score -8805708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -8805937.000000 Penalty: 5508.938477
	Iteration 21Q: 3 clusters Score -8805937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -8806082.000000 Penalty: 5508.938477
	Iteration 22Q: 3 clusters Score -8806082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -8806191.000000 Penalty: 5508.938477
	Iteration 23Q: 3 clusters Score -8806191 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -8806249.000000 Penalty: 5508.938477
	Iteration 24Q: 3 clusters Score -8806249 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -8806275.000000 Penalty: 5508.938477
	Iteration 25Q: 3 clusters Score -8806275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8806331.000000 Penalty: 5508.938477
	Iteration 26Q: 3 clusters Score -8806331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -8806370.000000 Penalty: 5508.938477
	Iteration 27Q: 3 clusters Score -8806370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -8806384.000000 Penalty: 5508.938477
	Iteration 28Q: 3 clusters Score -8806384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -8806394.000000 Penalty: 5508.938477
	Iteration 29Q: 3 clusters Score -8806394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -8806425.000000 Penalty: 5508.938477
	Iteration 30Q: 3 clusters Score -8806425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -8806435.000000 Penalty: 5508.938477
	Iteration 31Q: 3 clusters Score -8806435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -8806443.000000 Penalty: 5508.938477
	Iteration 32Q: 3 clusters Score -8806443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -8806435.000000 Penalty: 5508.938477
	Iteration 33Q: 3 clusters Score -8806435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -8806439.000000 Penalty: 5508.938477
	Iteration 34Q: 3 clusters Score -8806439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -8806437.000000 Penalty: 5508.938477
	Iteration 35Q: 3 clusters Score -8806437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -8806443.000000 Penalty: 5508.938477
	Iteration 36Q: 3 clusters Score -8806443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -8806440.000000 Penalty: 5508.938477
	Iteration 37Q: 3 clusters Score -8806440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -8806452.000000 Penalty: 5508.938477
	Iteration 38Q: 3 clusters Score -8806452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -8806455.000000 Penalty: 5508.938477
	Iteration 39Q: 3 clusters Score -8806455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -8806461.000000 Penalty: 5508.938477
	Iteration 40F: 3 clusters Score -8806461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -8806453.000000 Penalty: 5508.938477
	Iteration 41Q: 3 clusters Score -8806453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -8806453.000000 Penalty: 5508.938477
	Iteration 42Q: 3 clusters Score -8806453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -8806459.000000 Penalty: 5508.938477
	Iteration 43Q: 3 clusters Score -8806459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8806463.000000 Penalty: 5508.938477
	Iteration 44Q: 3 clusters Score -8806463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -8806467.000000 Penalty: 5508.938477
	Iteration 45Q: 3 clusters Score -8806467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -8806465.000000 Penalty: 5508.938477
	Iteration 46Q: 3 clusters Score -8806465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -8806466.000000 Penalty: 5508.938477
	Iteration 47Q: 3 clusters Score -8806466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -8806468.000000 Penalty: 5508.938477
	Iteration 48Q: 3 clusters Score -8806468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -8806466.000000 Penalty: 5508.938477
	Iteration 49Q: 3 clusters Score -8806466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -8806473.000000 Penalty: 5508.938477
	Iteration 50Q: 3 clusters Score -8806473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -8806466.000000 Penalty: 5508.938477
	Iteration 51Q: 3 clusters Score -8806466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -8806466.000000 Penalty: 5508.938477
	Iteration 52F: 3 clusters Score -8806466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -609418.750000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -609418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -605015.812500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -605015.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -606164.562500 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -606164.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -606439.062500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -606439.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -606607.562500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -606607.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -606739.625000 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -606739.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -606865.937500 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -606865.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -606971.687500 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -606971.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -607046.500000 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -607046.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -607108.500000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -607108.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -607162.625000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -607162.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -607204.625000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -607204.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -607235.062500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -607235.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -607269.750000 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -607269.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -607302.375000 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -607302.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -607333.062500 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -607333.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -607364.187500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -607364.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -607391.500000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -607391.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -607419.125000 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -607419.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -607442.187500 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -607442.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -607458.750000 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -607458.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -607474.187500 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -607474.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -607486.437500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -607486.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -607496.312500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -607496.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -607503.750000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -607503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -607509.062500 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -607509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -607516.937500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -607516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -607520.125000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -607520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -607527.312500 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -607527.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -607533.500000 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -607533.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -607539.875000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -607539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -607544.687500 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -607544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -607549.187500 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -607549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -607553.812500 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -607553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -607556.750000 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -607556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -607561.687500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -607561.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -607565.750000 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -607565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -607568.687500 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -607568.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -607575.625000 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -607575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -607578.562500 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -607578.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -607583.437500 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -607583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -607586.625000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -607586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -607587.937500 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -607587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -607589.937500 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -607589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -607591.375000 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -607591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -607592.062500 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -607592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -607594.250000 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -607594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -607594.750000 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -607594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -607597.000000 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -607597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -607599.312500 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -607599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -607602.375000 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -607602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -607602.937500 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -607602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -607602.250000 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -607602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -607605.812500 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -607605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -607604.437500 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -607604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -607604.437500 Penalty: 4203.556152
	Iteration 54F: 3 clusters Score -607604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Entering Unmasked Estep 
Score: -13076987.000000 Penalty: 2849.881348
	Iteration 0F: 2 clusters Score -1.307699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -13011242.000000 Penalty: 5699.762695
	Iteration 0F: 3 clusters Score -1.301124e+07 nChanged 46495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -13037521.000000 Penalty: 5699.762695
	Iteration 1F: 3 clusters Score -1.303752e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -13038202.000000 Penalty: 5699.762695
	Iteration 2Q: 3 clusters Score -1.30382e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -13038728.000000 Penalty: 5699.762695
	Iteration 3Q: 3 clusters Score -1.303873e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -13039390.000000 Penalty: 5699.762695
	Iteration 4Q: 3 clusters Score -1.303939e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -13040304.000000 Penalty: 5699.762695
	Iteration 5Q: 3 clusters Score -1.30403e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -13041705.000000 Penalty: 5699.762695
	Iteration 6Q: 3 clusters Score -1.30417e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -13044031.000000 Penalty: 5699.762695
	Iteration 7Q: 3 clusters Score -1.304403e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -13047790.000000 Penalty: 5699.762695
	Iteration 8F: 3 clusters Score -1.304779e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -13053302.000000 Penalty: 5699.762695
	Iteration 9F: 3 clusters Score -1.30533e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -13059880.000000 Penalty: 5699.762695
	Iteration 10F: 3 clusters Score -1.305988e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -13065547.000000 Penalty: 5699.762695
	Iteration 11F: 3 clusters Score -1.306555e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -13069195.000000 Penalty: 5699.762695
	Iteration 12Q: 3 clusters Score -1.30692e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -13071129.000000 Penalty: 5699.762695
	Iteration 13Q: 3 clusters Score -1.307113e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -13072244.000000 Penalty: 5699.762695
	Iteration 14Q: 3 clusters Score -1.307224e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -13072859.000000 Penalty: 5699.762695
	Iteration 15Q: 3 clusters Score -1.307286e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -13073262.000000 Penalty: 5699.762695
	Iteration 16Q: 3 clusters Score -1.307326e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -13073527.000000 Penalty: 5699.762695
	Iteration 17Q: 3 clusters Score -1.307353e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
Score: -13073700.000000 Penalty: 5699.762695
	Iteration 18Q: 3 clusters Score -1.30737e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -13073864.000000 Penalty: 5699.762695
	Iteration 19Q: 3 clusters Score -1.307386e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -13073986.000000 Penalty: 5699.762695
	Iteration 20F: 3 clusters Score -1.307399e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -13074097.000000 Penalty: 5699.762695
	Iteration 21Q: 3 clusters Score -1.30741e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -13074172.000000 Penalty: 5699.762695
	Iteration 22Q: 3 clusters Score -1.307417e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -13074265.000000 Penalty: 5699.762695
	Iteration 23Q: 3 clusters Score -1.307426e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -13074336.000000 Penalty: 5699.762695
	Iteration 24Q: 3 clusters Score -1.307434e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -13074371.000000 Penalty: 5699.762695
	Iteration 25Q: 3 clusters Score -1.307437e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -13074399.000000 Penalty: 5699.762695
	Iteration 26Q: 3 clusters Score -1.30744e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -13074452.000000 Penalty: 5699.762695
	Iteration 27Q: 3 clusters Score -1.307445e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -13074485.000000 Penalty: 5699.762695
	Iteration 28Q: 3 clusters Score -1.307448e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -13074456.000000 Penalty: 5699.762695
	Iteration 29Q: 3 clusters Score -1.307446e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -13074494.000000 Penalty: 5699.762695
	Iteration 30Q: 3 clusters Score -1.307449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -13074538.000000 Penalty: 5699.762695
	Iteration 31Q: 3 clusters Score -1.307454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -13074558.000000 Penalty: 5699.762695
	Iteration 32Q: 3 clusters Score -1.307456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -13074566.000000 Penalty: 5699.762695
	Iteration 33Q: 3 clusters Score -1.307457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -13074586.000000 Penalty: 5699.762695
	Iteration 34Q: 3 clusters Score -1.307459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -13074581.000000 Penalty: 5699.762695
	Iteration 35Q: 3 clusters Score -1.307458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -13074590.000000 Penalty: 5699.762695
	Iteration 36Q: 3 clusters Score -1.307459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -13074601.000000 Penalty: 5699.762695
	Iteration 37Q: 3 clusters Score -1.30746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -13074625.000000 Penalty: 5699.762695
	Iteration 38Q: 3 clusters Score -1.307462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -13074626.000000 Penalty: 5699.762695
	Iteration 39Q: 3 clusters Score -1.307463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -13074632.000000 Penalty: 5699.762695
	Iteration 40F: 3 clusters Score -1.307463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -13074636.000000 Penalty: 5699.762695
	Iteration 41Q: 3 clusters Score -1.307464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -13074650.000000 Penalty: 5699.762695
	Iteration 42Q: 3 clusters Score -1.307465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -13074655.000000 Penalty: 5699.762695
	Iteration 43Q: 3 clusters Score -1.307466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -13074664.000000 Penalty: 5699.762695
	Iteration 44Q: 3 clusters Score -1.307466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -13074664.000000 Penalty: 5699.762695
	Iteration 45Q: 3 clusters Score -1.307466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -13074659.000000 Penalty: 5699.762695
	Iteration 46Q: 3 clusters Score -1.307466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -13074660.000000 Penalty: 5699.762695
	Iteration 47Q: 3 clusters Score -1.307466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -13074672.000000 Penalty: 5699.762695
	Iteration 48Q: 3 clusters Score -1.307467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -13074677.000000 Penalty: 5699.762695
	Iteration 49Q: 3 clusters Score -1.307468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -13074678.000000 Penalty: 5699.762695
	Iteration 50Q: 3 clusters Score -1.307468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -13074673.000000 Penalty: 5699.762695
	Iteration 51Q: 3 clusters Score -1.307467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -13074673.000000 Penalty: 5699.762695
	Iteration 52Q: 3 clusters Score -1.307467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -13074672.000000 Penalty: 5699.762695
	Iteration 53Q: 3 clusters Score -1.307467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -13074679.000000 Penalty: 5699.762695
	Iteration 54Q: 3 clusters Score -1.307468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -13074679.000000 Penalty: 5699.762695
	Iteration 55F: 3 clusters Score -1.307468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Entering Unmasked Estep 
Score: -2710776.000000 Penalty: 2480.343750
	Iteration 0F: 2 clusters Score -2710776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2695277.500000 Penalty: 4960.687500
	Iteration 0F: 3 clusters Score -2695278 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2700894.250000 Penalty: 4960.687500
	Iteration 1F: 3 clusters Score -2700894 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2701501.750000 Penalty: 4960.687500
	Iteration 2F: 3 clusters Score -2701502 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2702095.000000 Penalty: 4960.687500
	Iteration 3F: 3 clusters Score -2702095 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2702696.000000 Penalty: 4960.687500
	Iteration 4F: 3 clusters Score -2702696 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2703232.250000 Penalty: 4960.687500
	Iteration 5F: 3 clusters Score -2703232 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2703747.500000 Penalty: 4960.687500
	Iteration 6Q: 3 clusters Score -2703748 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2704220.500000 Penalty: 4960.687500
	Iteration 7Q: 3 clusters Score -2704220 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2704613.750000 Penalty: 4960.687500
	Iteration 8Q: 3 clusters Score -2704614 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2705008.500000 Penalty: 4960.687500
	Iteration 9Q: 3 clusters Score -2705008 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2705378.750000 Penalty: 4960.687500
	Iteration 10Q: 3 clusters Score -2705379 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2705679.750000 Penalty: 4960.687500
	Iteration 11Q: 3 clusters Score -2705680 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2705973.500000 Penalty: 4960.687500
	Iteration 12Q: 3 clusters Score -2705974 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2706209.500000 Penalty: 4960.687500
	Iteration 13Q: 3 clusters Score -2706210 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2706447.250000 Penalty: 4960.687500
	Iteration 14Q: 3 clusters Score -2706447 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2706602.250000 Penalty: 4960.687500
	Iteration 15Q: 3 clusters Score -2706602 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2706753.500000 Penalty: 4960.687500
	Iteration 16Q: 3 clusters Score -2706754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2706883.500000 Penalty: 4960.687500
	Iteration 17Q: 3 clusters Score -2706884 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2706989.750000 Penalty: 4960.687500
	Iteration 18Q: 3 clusters Score -2706990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2707071.750000 Penalty: 4960.687500
	Iteration 19Q: 3 clusters Score -2707072 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2707149.000000 Penalty: 4960.687500
	Iteration 20F: 3 clusters Score -2707149 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2707218.750000 Penalty: 4960.687500
	Iteration 21Q: 3 clusters Score -2707219 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2707268.750000 Penalty: 4960.687500
	Iteration 22Q: 3 clusters Score -2707269 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2707325.250000 Penalty: 4960.687500
	Iteration 23Q: 3 clusters Score -2707325 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2707375.500000 Penalty: 4960.687500
	Iteration 24Q: 3 clusters Score -2707376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2707414.000000 Penalty: 4960.687500
	Iteration 25Q: 3 clusters Score -2707414 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2707450.500000 Penalty: 4960.687500
	Iteration 26Q: 3 clusters Score -2707450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2707490.500000 Penalty: 4960.687500
	Iteration 27Q: 3 clusters Score -2707490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2707518.500000 Penalty: 4960.687500
	Iteration 28Q: 3 clusters Score -2707518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2707543.750000 Penalty: 4960.687500
	Iteration 29Q: 3 clusters Score -2707544 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2707580.000000 Penalty: 4960.687500
	Iteration 30Q: 3 clusters Score -2707580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2707611.500000 Penalty: 4960.687500
	Iteration 31Q: 3 clusters Score -2707612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2707623.500000 Penalty: 4960.687500
	Iteration 32Q: 3 clusters Score -2707624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2707668.250000 Penalty: 4960.687500
	Iteration 33Q: 3 clusters Score -2707668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2707687.250000 Penalty: 4960.687500
	Iteration 34Q: 3 clusters Score -2707687 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2707700.750000 Penalty: 4960.687500
	Iteration 35Q: 3 clusters Score -2707701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2707725.250000 Penalty: 4960.687500
	Iteration 36Q: 3 clusters Score -2707725 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2707742.500000 Penalty: 4960.687500
	Iteration 37Q: 3 clusters Score -2707742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2707756.000000 Penalty: 4960.687500
	Iteration 38Q: 3 clusters Score -2707756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2707779.750000 Penalty: 4960.687500
	Iteration 39Q: 3 clusters Score -2707780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2707779.500000 Penalty: 4960.687500
	Iteration 40F: 3 clusters Score -2707780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2707805.000000 Penalty: 4960.687500
	Iteration 41Q: 3 clusters Score -2707805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2707811.750000 Penalty: 4960.687500
	Iteration 42Q: 3 clusters Score -2707812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2707830.250000 Penalty: 4960.687500
	Iteration 43Q: 3 clusters Score -2707830 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2707848.500000 Penalty: 4960.687500
	Iteration 44Q: 3 clusters Score -2707848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2707881.750000 Penalty: 4960.687500
	Iteration 45Q: 3 clusters Score -2707882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2707899.500000 Penalty: 4960.687500
	Iteration 46Q: 3 clusters Score -2707900 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2707925.000000 Penalty: 4960.687500
	Iteration 47Q: 3 clusters Score -2707925 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2707956.250000 Penalty: 4960.687500
	Iteration 48Q: 3 clusters Score -2707956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2707998.250000 Penalty: 4960.687500
	Iteration 49Q: 3 clusters Score -2707998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2708039.250000 Penalty: 4960.687500
	Iteration 50Q: 3 clusters Score -2708039 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2708085.000000 Penalty: 4960.687500
	Iteration 51Q: 3 clusters Score -2708085 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2708137.500000 Penalty: 4960.687500
	Iteration 52Q: 3 clusters Score -2708138 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2708189.750000 Penalty: 4960.687500
	Iteration 53Q: 3 clusters Score -2708190 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2708225.500000 Penalty: 4960.687500
	Iteration 54Q: 3 clusters Score -2708226 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2708281.750000 Penalty: 4960.687500
	Iteration 55Q: 3 clusters Score -2708282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2708324.500000 Penalty: 4960.687500
	Iteration 56Q: 3 clusters Score -2708324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2708374.250000 Penalty: 4960.687500
	Iteration 57Q: 3 clusters Score -2708374 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2708413.500000 Penalty: 4960.687500
	Iteration 58Q: 3 clusters Score -2708414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2708473.750000 Penalty: 4960.687500
	Iteration 59Q: 3 clusters Score -2708474 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2708519.500000 Penalty: 4960.687500
	Iteration 60F: 3 clusters Score -2708520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2708567.250000 Penalty: 4960.687500
	Iteration 61Q: 3 clusters Score -2708567 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2708596.750000 Penalty: 4960.687500
	Iteration 62Q: 3 clusters Score -2708597 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2708638.750000 Penalty: 4960.687500
	Iteration 63Q: 3 clusters Score -2708639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2708655.500000 Penalty: 4960.687500
	Iteration 64Q: 3 clusters Score -2708656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2708672.250000 Penalty: 4960.687500
	Iteration 65Q: 3 clusters Score -2708672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2708691.750000 Penalty: 4960.687500
	Iteration 66Q: 3 clusters Score -2708692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2708718.750000 Penalty: 4960.687500
	Iteration 67Q: 3 clusters Score -2708719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2708750.000000 Penalty: 4960.687500
	Iteration 68Q: 3 clusters Score -2708750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2708782.750000 Penalty: 4960.687500
	Iteration 69Q: 3 clusters Score -2708783 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2708796.750000 Penalty: 4960.687500
	Iteration 70Q: 3 clusters Score -2708797 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2708811.500000 Penalty: 4960.687500
	Iteration 71Q: 3 clusters Score -2708812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2708830.500000 Penalty: 4960.687500
	Iteration 72Q: 3 clusters Score -2708830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2708846.750000 Penalty: 4960.687500
	Iteration 73Q: 3 clusters Score -2708847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2708858.250000 Penalty: 4960.687500
	Iteration 74Q: 3 clusters Score -2708858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2708884.250000 Penalty: 4960.687500
	Iteration 75Q: 3 clusters Score -2708884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2708898.750000 Penalty: 4960.687500
	Iteration 76Q: 3 clusters Score -2708899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2708923.500000 Penalty: 4960.687500
	Iteration 77Q: 3 clusters Score -2708924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2708945.000000 Penalty: 4960.687500
	Iteration 78Q: 3 clusters Score -2708945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2708957.250000 Penalty: 4960.687500
	Iteration 79Q: 3 clusters Score -2708957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2708979.500000 Penalty: 4960.687500
	Iteration 80F: 3 clusters Score -2708980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2709005.250000 Penalty: 4960.687500
	Iteration 81Q: 3 clusters Score -2709005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2709018.750000 Penalty: 4960.687500
	Iteration 82Q: 3 clusters Score -2709019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2709033.000000 Penalty: 4960.687500
	Iteration 83Q: 3 clusters Score -2709033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2709047.750000 Penalty: 4960.687500
	Iteration 84Q: 3 clusters Score -2709048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2709067.750000 Penalty: 4960.687500
	Iteration 85Q: 3 clusters Score -2709068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2709079.000000 Penalty: 4960.687500
	Iteration 86Q: 3 clusters Score -2709079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2709089.000000 Penalty: 4960.687500
	Iteration 87Q: 3 clusters Score -2709089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2709101.750000 Penalty: 4960.687500
	Iteration 88Q: 3 clusters Score -2709102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2709110.750000 Penalty: 4960.687500
	Iteration 89Q: 3 clusters Score -2709111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2709118.000000 Penalty: 4960.687500
	Iteration 90Q: 3 clusters Score -2709118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2709128.500000 Penalty: 4960.687500
	Iteration 91Q: 3 clusters Score -2709128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2709133.750000 Penalty: 4960.687500
	Iteration 92Q: 3 clusters Score -2709134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2709133.000000 Penalty: 4960.687500
	Iteration 93Q: 3 clusters Score -2709133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2709140.000000 Penalty: 4960.687500
	Iteration 94Q: 3 clusters Score -2709140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2709147.250000 Penalty: 4960.687500
	Iteration 95Q: 3 clusters Score -2709147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2709148.750000 Penalty: 4960.687500
	Iteration 96Q: 3 clusters Score -2709149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2709143.750000 Penalty: 4960.687500
	Iteration 97Q: 3 clusters Score -2709144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2709150.500000 Penalty: 4960.687500
	Iteration 98Q: 3 clusters Score -2709150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2709151.750000 Penalty: 4960.687500
	Iteration 99Q: 3 clusters Score -2709152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2709154.250000 Penalty: 4960.687500
	Iteration 100F: 3 clusters Score -2709154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2709154.750000 Penalty: 4960.687500
	Iteration 101Q: 3 clusters Score -2709155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2709156.000000 Penalty: 4960.687500
	Iteration 102Q: 3 clusters Score -2709156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2709150.250000 Penalty: 4960.687500
	Iteration 103Q: 3 clusters Score -2709150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2709157.250000 Penalty: 4960.687500
	Iteration 104Q: 3 clusters Score -2709157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2709159.500000 Penalty: 4960.687500
	Iteration 105Q: 3 clusters Score -2709160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2709162.250000 Penalty: 4960.687500
	Iteration 106Q: 3 clusters Score -2709162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2709169.000000 Penalty: 4960.687500
	Iteration 107Q: 3 clusters Score -2709169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2709168.250000 Penalty: 4960.687500
	Iteration 108Q: 3 clusters Score -2709168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2709174.000000 Penalty: 4960.687500
	Iteration 109Q: 3 clusters Score -2709174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2709177.750000 Penalty: 4960.687500
	Iteration 110Q: 3 clusters Score -2709178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2709183.250000 Penalty: 4960.687500
	Iteration 111Q: 3 clusters Score -2709183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2709184.000000 Penalty: 4960.687500
	Iteration 112Q: 3 clusters Score -2709184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2709184.500000 Penalty: 4960.687500
	Iteration 113Q: 3 clusters Score -2709184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2709184.000000 Penalty: 4960.687500
	Iteration 114Q: 3 clusters Score -2709184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2709183.250000 Penalty: 4960.687500
	Iteration 115Q: 3 clusters Score -2709183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2709184.750000 Penalty: 4960.687500
	Iteration 116Q: 3 clusters Score -2709185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2709184.750000 Penalty: 4960.687500
	Iteration 117Q: 3 clusters Score -2709185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2709187.250000 Penalty: 4960.687500
	Iteration 118Q: 3 clusters Score -2709187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2709189.250000 Penalty: 4960.687500
	Iteration 119Q: 3 clusters Score -2709189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2709189.750000 Penalty: 4960.687500
	Iteration 120F: 3 clusters Score -2709190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2709188.000000 Penalty: 4960.687500
	Iteration 121Q: 3 clusters Score -2709188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2709189.500000 Penalty: 4960.687500
	Iteration 122Q: 3 clusters Score -2709190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2709186.000000 Penalty: 4960.687500
	Iteration 123Q: 3 clusters Score -2709186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2709190.000000 Penalty: 4960.687500
	Iteration 124Q: 3 clusters Score -2709190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2709189.250000 Penalty: 4960.687500
	Iteration 125Q: 3 clusters Score -2709189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2709190.750000 Penalty: 4960.687500
	Iteration 126Q: 3 clusters Score -2709191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2709191.500000 Penalty: 4960.687500
	Iteration 127Q: 3 clusters Score -2709192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2709191.750000 Penalty: 4960.687500
	Iteration 128Q: 3 clusters Score -2709192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2709197.000000 Penalty: 4960.687500
	Iteration 129Q: 3 clusters Score -2709197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2709195.500000 Penalty: 4960.687500
	Iteration 130Q: 3 clusters Score -2709196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2709195.500000 Penalty: 4960.687500
	Iteration 131F: 3 clusters Score -2709196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Entering Unmasked Estep 
Score: -17335636.000000 Penalty: 2916.813965
	Iteration 0F: 2 clusters Score -1.733564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -17250896.000000 Penalty: 5833.627930
	Iteration 0F: 3 clusters Score -1.72509e+07 nChanged 60717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -17286004.000000 Penalty: 5833.627930
	Iteration 1F: 3 clusters Score -1.7286e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -17286768.000000 Penalty: 5833.627930
	Iteration 2Q: 3 clusters Score -1.728677e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -17287582.000000 Penalty: 5833.627930
	Iteration 3Q: 3 clusters Score -1.728758e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -17288488.000000 Penalty: 5833.627930
	Iteration 4Q: 3 clusters Score -1.728849e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -17289592.000000 Penalty: 5833.627930
	Iteration 5Q: 3 clusters Score -1.728959e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -17290984.000000 Penalty: 5833.627930
	Iteration 6Q: 3 clusters Score -1.729098e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -17293422.000000 Penalty: 5833.627930
	Iteration 7Q: 3 clusters Score -1.729342e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -17297226.000000 Penalty: 5833.627930
	Iteration 8Q: 3 clusters Score -1.729723e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -17302360.000000 Penalty: 5833.627930
	Iteration 9F: 3 clusters Score -1.730236e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -17307158.000000 Penalty: 5833.627930
	Iteration 10F: 3 clusters Score -1.730716e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -17309502.000000 Penalty: 5833.627930
	Iteration 11Q: 3 clusters Score -1.73095e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -17310150.000000 Penalty: 5833.627930
	Iteration 12Q: 3 clusters Score -1.731015e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -17310372.000000 Penalty: 5833.627930
	Iteration 13Q: 3 clusters Score -1.731037e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -17310484.000000 Penalty: 5833.627930
	Iteration 14Q: 3 clusters Score -1.731048e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -17310652.000000 Penalty: 5833.627930
	Iteration 15Q: 3 clusters Score -1.731065e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -17310758.000000 Penalty: 5833.627930
	Iteration 16Q: 3 clusters Score -1.731076e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -17310862.000000 Penalty: 5833.627930
	Iteration 17Q: 3 clusters Score -1.731086e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -17311008.000000 Penalty: 5833.627930
	Iteration 18Q: 3 clusters Score -1.731101e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -17311212.000000 Penalty: 5833.627930
	Iteration 19Q: 3 clusters Score -1.731121e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -17311392.000000 Penalty: 5833.627930
	Iteration 20F: 3 clusters Score -1.731139e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -17311634.000000 Penalty: 5833.627930
	Iteration 21Q: 3 clusters Score -1.731163e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -17311832.000000 Penalty: 5833.627930
	Iteration 22Q: 3 clusters Score -1.731183e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -17312106.000000 Penalty: 5833.627930
	Iteration 23Q: 3 clusters Score -1.731211e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -17312386.000000 Penalty: 5833.627930
	Iteration 24Q: 3 clusters Score -1.731239e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -17312814.000000 Penalty: 5833.627930
	Iteration 25Q: 3 clusters Score -1.731281e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -17313202.000000 Penalty: 5833.627930
	Iteration 26Q: 3 clusters Score -1.73132e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -17313596.000000 Penalty: 5833.627930
	Iteration 27Q: 3 clusters Score -1.73136e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -17314102.000000 Penalty: 5833.627930
	Iteration 28Q: 3 clusters Score -1.73141e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -17314586.000000 Penalty: 5833.627930
	Iteration 29Q: 3 clusters Score -1.731459e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -17315224.000000 Penalty: 5833.627930
	Iteration 30Q: 3 clusters Score -1.731522e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -17316056.000000 Penalty: 5833.627930
	Iteration 31Q: 3 clusters Score -1.731606e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -17316792.000000 Penalty: 5833.627930
	Iteration 32Q: 3 clusters Score -1.731679e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -17317608.000000 Penalty: 5833.627930
	Iteration 33Q: 3 clusters Score -1.731761e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -17318642.000000 Penalty: 5833.627930
	Iteration 34Q: 3 clusters Score -1.731864e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -17319688.000000 Penalty: 5833.627930
	Iteration 35Q: 3 clusters Score -1.731969e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -17320746.000000 Penalty: 5833.627930
	Iteration 36Q: 3 clusters Score -1.732075e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -17322116.000000 Penalty: 5833.627930
	Iteration 37Q: 3 clusters Score -1.732212e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -17323764.000000 Penalty: 5833.627930
	Iteration 38Q: 3 clusters Score -1.732376e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117502 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -17325372.000000 Penalty: 5833.627930
	Iteration 39Q: 3 clusters Score -1.732537e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -17326990.000000 Penalty: 5833.627930
	Iteration 40F: 3 clusters Score -1.732699e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -17328536.000000 Penalty: 5833.627930
	Iteration 41Q: 3 clusters Score -1.732854e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -17329840.000000 Penalty: 5833.627930
	Iteration 42Q: 3 clusters Score -1.732984e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -17330846.000000 Penalty: 5833.627930
	Iteration 43Q: 3 clusters Score -1.733085e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17331640.000000 Penalty: 5833.627930
	Iteration 44Q: 3 clusters Score -1.733164e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126911 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -17332186.000000 Penalty: 5833.627930
	Iteration 45Q: 3 clusters Score -1.733219e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17332524.000000 Penalty: 5833.627930
	Iteration 46Q: 3 clusters Score -1.733252e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17332724.000000 Penalty: 5833.627930
	Iteration 47Q: 3 clusters Score -1.733272e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -17332836.000000 Penalty: 5833.627930
	Iteration 48Q: 3 clusters Score -1.733284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -17332930.000000 Penalty: 5833.627930
	Iteration 49Q: 3 clusters Score -1.733293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -17332990.000000 Penalty: 5833.627930
	Iteration 50Q: 3 clusters Score -1.733299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -17333032.000000 Penalty: 5833.627930
	Iteration 51Q: 3 clusters Score -1.733303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17333044.000000 Penalty: 5833.627930
	Iteration 52Q: 3 clusters Score -1.733304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127867 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17333054.000000 Penalty: 5833.627930
	Iteration 53Q: 3 clusters Score -1.733305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17333064.000000 Penalty: 5833.627930
	Iteration 54Q: 3 clusters Score -1.733306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127870 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17333060.000000 Penalty: 5833.627930
	Iteration 55Q: 3 clusters Score -1.733306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17333062.000000 Penalty: 5833.627930
	Iteration 56Q: 3 clusters Score -1.733306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17333068.000000 Penalty: 5833.627930
	Iteration 57Q: 3 clusters Score -1.733307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17333072.000000 Penalty: 5833.627930
	Iteration 58Q: 3 clusters Score -1.733307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17333072.000000 Penalty: 5833.627930
	Iteration 59F: 3 clusters Score -1.733307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1440757.625000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1440758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1432452.000000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1432452 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1435102.625000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1435103 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1435635.625000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1435636 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1436119.750000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1436120 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1436542.125000 Penalty: 4610.116699
	Iteration 4F: 3 clusters Score -1436542 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1436901.500000 Penalty: 4610.116699
	Iteration 5F: 3 clusters Score -1436902 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1437272.875000 Penalty: 4610.116699
	Iteration 6F: 3 clusters Score -1437273 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1437570.625000 Penalty: 4610.116699
	Iteration 7Q: 3 clusters Score -1437571 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1437774.250000 Penalty: 4610.116699
	Iteration 8Q: 3 clusters Score -1437774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1437933.000000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -1437933 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1438068.500000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1438068 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1438193.875000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1438194 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1438319.000000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1438319 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1438431.250000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1438431 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1438515.000000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1438515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1438579.500000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1438580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1438626.000000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1438626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1438664.500000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1438664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1438685.125000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1438685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1438698.250000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1438698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1438709.750000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1438710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1438721.625000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1438722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1438736.375000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1438736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1438746.250000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1438746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1438754.625000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1438755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1438764.750000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1438765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1438765.750000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -1438766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1438767.000000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -1438767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1438778.750000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -1438779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1438790.000000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -1438790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1438792.625000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -1438793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1438798.500000 Penalty: 4610.116699
	Iteration 31Q: 3 clusters Score -1438798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1438802.625000 Penalty: 4610.116699
	Iteration 32Q: 3 clusters Score -1438803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1438810.125000 Penalty: 4610.116699
	Iteration 33Q: 3 clusters Score -1438810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1438814.500000 Penalty: 4610.116699
	Iteration 34Q: 3 clusters Score -1438814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1438816.125000 Penalty: 4610.116699
	Iteration 35Q: 3 clusters Score -1438816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1438817.750000 Penalty: 4610.116699
	Iteration 36Q: 3 clusters Score -1438818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1438820.625000 Penalty: 4610.116699
	Iteration 37Q: 3 clusters Score -1438821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1438823.500000 Penalty: 4610.116699
	Iteration 38Q: 3 clusters Score -1438824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1438824.875000 Penalty: 4610.116699
	Iteration 39Q: 3 clusters Score -1438825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1438824.125000 Penalty: 4610.116699
	Iteration 40F: 3 clusters Score -1438824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1438823.750000 Penalty: 4610.116699
	Iteration 41Q: 3 clusters Score -1438824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1438825.125000 Penalty: 4610.116699
	Iteration 42Q: 3 clusters Score -1438825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1438824.125000 Penalty: 4610.116699
	Iteration 43Q: 3 clusters Score -1438824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1438824.125000 Penalty: 4610.116699
	Iteration 44F: 3 clusters Score -1438824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -3754583.750000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -3754584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3734990.000000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -3734990 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3741968.500000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -3741968 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3742361.500000 Penalty: 5088.373047
	Iteration 2Q: 3 clusters Score -3742362 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3742629.250000 Penalty: 5088.373047
	Iteration 3Q: 3 clusters Score -3742629 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3742893.500000 Penalty: 5088.373047
	Iteration 4Q: 3 clusters Score -3742894 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3743126.250000 Penalty: 5088.373047
	Iteration 5Q: 3 clusters Score -3743126 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3743348.750000 Penalty: 5088.373047
	Iteration 6Q: 3 clusters Score -3743349 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3743643.500000 Penalty: 5088.373047
	Iteration 7Q: 3 clusters Score -3743644 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3744006.500000 Penalty: 5088.373047
	Iteration 8Q: 3 clusters Score -3744006 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3744417.500000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -3744418 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3744912.750000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -3744913 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3745533.250000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -3745533 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3746301.500000 Penalty: 5088.373047
	Iteration 12Q: 3 clusters Score -3746302 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3747246.000000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -3747246 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3748338.250000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -3748338 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3749462.750000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -3749463 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3750350.750000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -3750351 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3750975.500000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -3750976 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3751367.750000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -3751368 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3751621.500000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -3751622 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3751801.000000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -3751801 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3751918.250000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -3751918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3752007.750000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -3752008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3752083.250000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -3752083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3752164.000000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -3752164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3752213.750000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -3752214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3752260.500000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -3752260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3752290.250000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -3752290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3752324.500000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -3752324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3752342.250000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -3752342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3752347.750000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -3752348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3752358.500000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -3752358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3752356.750000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -3752357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3752364.500000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -3752364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3752372.250000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -3752372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3752367.250000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -3752367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3752373.250000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -3752373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3752370.750000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -3752371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3752372.500000 Penalty: 5088.373047
	Iteration 38Q: 3 clusters Score -3752372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3752372.500000 Penalty: 5088.373047
	Iteration 39F: 3 clusters Score -3752372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Entering Unmasked Estep 
Score: -18288698.000000 Penalty: 2932.798340
	Iteration 0F: 2 clusters Score -1.82887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -18198748.000000 Penalty: 5865.596680
	Iteration 0F: 3 clusters Score -1.819875e+07 nChanged 65235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -18236280.000000 Penalty: 5865.596680
	Iteration 1F: 3 clusters Score -1.823628e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -18237266.000000 Penalty: 5865.596680
	Iteration 2Q: 3 clusters Score -1.823727e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -18238826.000000 Penalty: 5865.596680
	Iteration 3Q: 3 clusters Score -1.823883e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -18241666.000000 Penalty: 5865.596680
	Iteration 4Q: 3 clusters Score -1.824167e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -18246664.000000 Penalty: 5865.596680
	Iteration 5F: 3 clusters Score -1.824666e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -18255354.000000 Penalty: 5865.596680
	Iteration 6F: 3 clusters Score -1.825535e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -18266102.000000 Penalty: 5865.596680
	Iteration 7F: 3 clusters Score -1.82661e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -18276174.000000 Penalty: 5865.596680
	Iteration 8F: 3 clusters Score -1.827617e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -18282978.000000 Penalty: 5865.596680
	Iteration 9F: 3 clusters Score -1.828298e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -18284994.000000 Penalty: 5865.596680
	Iteration 10Q: 3 clusters Score -1.828499e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -18285716.000000 Penalty: 5865.596680
	Iteration 11Q: 3 clusters Score -1.828572e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -18286052.000000 Penalty: 5865.596680
	Iteration 12Q: 3 clusters Score -1.828605e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -18286230.000000 Penalty: 5865.596680
	Iteration 13Q: 3 clusters Score -1.828623e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 112211 members 
Entering Unmasked Estep 
Score: -18286388.000000 Penalty: 5865.596680
	Iteration 14Q: 3 clusters Score -1.828639e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -18286528.000000 Penalty: 5865.596680
	Iteration 15Q: 3 clusters Score -1.828653e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -18286586.000000 Penalty: 5865.596680
	Iteration 16Q: 3 clusters Score -1.828659e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -18286654.000000 Penalty: 5865.596680
	Iteration 17Q: 3 clusters Score -1.828665e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -18286704.000000 Penalty: 5865.596680
	Iteration 18Q: 3 clusters Score -1.82867e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -18286800.000000 Penalty: 5865.596680
	Iteration 19Q: 3 clusters Score -1.82868e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -18286846.000000 Penalty: 5865.596680
	Iteration 20F: 3 clusters Score -1.828685e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -18286824.000000 Penalty: 5865.596680
	Iteration 21Q: 3 clusters Score -1.828682e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -18286874.000000 Penalty: 5865.596680
	Iteration 22Q: 3 clusters Score -1.828687e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -18286880.000000 Penalty: 5865.596680
	Iteration 23Q: 3 clusters Score -1.828688e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 115832 members 
Entering Unmasked Estep 
Score: -18286902.000000 Penalty: 5865.596680
	Iteration 24Q: 3 clusters Score -1.82869e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 116127 members 
Entering Unmasked Estep 
Score: -18286984.000000 Penalty: 5865.596680
	Iteration 25Q: 3 clusters Score -1.828698e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -18287018.000000 Penalty: 5865.596680
	Iteration 26Q: 3 clusters Score -1.828702e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -18287016.000000 Penalty: 5865.596680
	Iteration 27Q: 3 clusters Score -1.828702e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -18287072.000000 Penalty: 5865.596680
	Iteration 28Q: 3 clusters Score -1.828707e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -18287088.000000 Penalty: 5865.596680
	Iteration 29Q: 3 clusters Score -1.828709e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -18287164.000000 Penalty: 5865.596680
	Iteration 30Q: 3 clusters Score -1.828716e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 117785 members 
Entering Unmasked Estep 
Score: -18287218.000000 Penalty: 5865.596680
	Iteration 31Q: 3 clusters Score -1.828722e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -18287242.000000 Penalty: 5865.596680
	Iteration 32Q: 3 clusters Score -1.828724e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -18287246.000000 Penalty: 5865.596680
	Iteration 33Q: 3 clusters Score -1.828725e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 118492 members 
Entering Unmasked Estep 
Score: -18287262.000000 Penalty: 5865.596680
	Iteration 34Q: 3 clusters Score -1.828726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -18287330.000000 Penalty: 5865.596680
	Iteration 35Q: 3 clusters Score -1.828733e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -18287370.000000 Penalty: 5865.596680
	Iteration 36Q: 3 clusters Score -1.828737e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -18287346.000000 Penalty: 5865.596680
	Iteration 37Q: 3 clusters Score -1.828735e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -18287402.000000 Penalty: 5865.596680
	Iteration 38Q: 3 clusters Score -1.82874e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -18287392.000000 Penalty: 5865.596680
	Iteration 39Q: 3 clusters Score -1.828739e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -18287392.000000 Penalty: 5865.596680
	Iteration 40F: 3 clusters Score -1.828739e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -18287376.000000 Penalty: 5865.596680
	Iteration 41Q: 3 clusters Score -1.828738e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -18287398.000000 Penalty: 5865.596680
	Iteration 42Q: 3 clusters Score -1.82874e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -18287422.000000 Penalty: 5865.596680
	Iteration 43Q: 3 clusters Score -1.828742e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -18287406.000000 Penalty: 5865.596680
	Iteration 44Q: 3 clusters Score -1.828741e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 120384 members 
Entering Unmasked Estep 
Score: -18287440.000000 Penalty: 5865.596680
	Iteration 45Q: 3 clusters Score -1.828744e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -18287416.000000 Penalty: 5865.596680
	Iteration 46Q: 3 clusters Score -1.828742e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 120654 members 
Entering Unmasked Estep 
Score: -18287404.000000 Penalty: 5865.596680
	Iteration 47Q: 3 clusters Score -1.82874e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -18287432.000000 Penalty: 5865.596680
	Iteration 48Q: 3 clusters Score -1.828743e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -18287444.000000 Penalty: 5865.596680
	Iteration 49Q: 3 clusters Score -1.828744e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -18287452.000000 Penalty: 5865.596680
	Iteration 50Q: 3 clusters Score -1.828745e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -18287460.000000 Penalty: 5865.596680
	Iteration 51Q: 3 clusters Score -1.828746e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -18287484.000000 Penalty: 5865.596680
	Iteration 52Q: 3 clusters Score -1.828748e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -18287482.000000 Penalty: 5865.596680
	Iteration 53Q: 3 clusters Score -1.828748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -18287522.000000 Penalty: 5865.596680
	Iteration 54Q: 3 clusters Score -1.828752e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -18287468.000000 Penalty: 5865.596680
	Iteration 55Q: 3 clusters Score -1.828747e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -18287508.000000 Penalty: 5865.596680
	Iteration 56Q: 3 clusters Score -1.828751e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 121852 members 
Entering Unmasked Estep 
Score: -18287536.000000 Penalty: 5865.596680
	Iteration 57Q: 3 clusters Score -1.828754e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -18287558.000000 Penalty: 5865.596680
	Iteration 58Q: 3 clusters Score -1.828756e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -18287554.000000 Penalty: 5865.596680
	Iteration 59Q: 3 clusters Score -1.828755e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -18287534.000000 Penalty: 5865.596680
	Iteration 60F: 3 clusters Score -1.828753e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -18287516.000000 Penalty: 5865.596680
	Iteration 61Q: 3 clusters Score -1.828752e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 122598 members 
Entering Unmasked Estep 
Score: -18287544.000000 Penalty: 5865.596680
	Iteration 62Q: 3 clusters Score -1.828754e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -18287540.000000 Penalty: 5865.596680
	Iteration 63Q: 3 clusters Score -1.828754e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -18287532.000000 Penalty: 5865.596680
	Iteration 64Q: 3 clusters Score -1.828753e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 123009 members 
Entering Unmasked Estep 
Score: -18287534.000000 Penalty: 5865.596680
	Iteration 65Q: 3 clusters Score -1.828753e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -18287602.000000 Penalty: 5865.596680
	Iteration 66Q: 3 clusters Score -1.82876e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -18287590.000000 Penalty: 5865.596680
	Iteration 67Q: 3 clusters Score -1.828759e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -18287596.000000 Penalty: 5865.596680
	Iteration 68Q: 3 clusters Score -1.82876e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -18287674.000000 Penalty: 5865.596680
	Iteration 69Q: 3 clusters Score -1.828767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -18287656.000000 Penalty: 5865.596680
	Iteration 70Q: 3 clusters Score -1.828766e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 123866 members 
Entering Unmasked Estep 
Score: -18287686.000000 Penalty: 5865.596680
	Iteration 71Q: 3 clusters Score -1.828769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 123993 members 
Entering Unmasked Estep 
Score: -18287680.000000 Penalty: 5865.596680
	Iteration 72Q: 3 clusters Score -1.828768e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -18287672.000000 Penalty: 5865.596680
	Iteration 73Q: 3 clusters Score -1.828767e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -18287700.000000 Penalty: 5865.596680
	Iteration 74Q: 3 clusters Score -1.82877e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 124382 members 
Entering Unmasked Estep 
Score: -18287666.000000 Penalty: 5865.596680
	Iteration 75Q: 3 clusters Score -1.828767e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -18287670.000000 Penalty: 5865.596680
	Iteration 76Q: 3 clusters Score -1.828767e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -18287702.000000 Penalty: 5865.596680
	Iteration 77Q: 3 clusters Score -1.82877e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -18287732.000000 Penalty: 5865.596680
	Iteration 78Q: 3 clusters Score -1.828773e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -18287768.000000 Penalty: 5865.596680
	Iteration 79Q: 3 clusters Score -1.828777e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -18287816.000000 Penalty: 5865.596680
	Iteration 80F: 3 clusters Score -1.828782e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -18287814.000000 Penalty: 5865.596680
	Iteration 81Q: 3 clusters Score -1.828781e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -18287850.000000 Penalty: 5865.596680
	Iteration 82Q: 3 clusters Score -1.828785e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -18287838.000000 Penalty: 5865.596680
	Iteration 83Q: 3 clusters Score -1.828784e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -18287854.000000 Penalty: 5865.596680
	Iteration 84Q: 3 clusters Score -1.828785e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 125668 members 
Entering Unmasked Estep 
Score: -18287828.000000 Penalty: 5865.596680
	Iteration 85Q: 3 clusters Score -1.828783e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -18287792.000000 Penalty: 5865.596680
	Iteration 86Q: 3 clusters Score -1.828779e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -18287788.000000 Penalty: 5865.596680
	Iteration 87Q: 3 clusters Score -1.828779e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 125962 members 
Entering Unmasked Estep 
Score: -18287772.000000 Penalty: 5865.596680
	Iteration 88Q: 3 clusters Score -1.828777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 126038 members 
Entering Unmasked Estep 
Score: -18287800.000000 Penalty: 5865.596680
	Iteration 89Q: 3 clusters Score -1.82878e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -18287790.000000 Penalty: 5865.596680
	Iteration 90Q: 3 clusters Score -1.828779e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 126159 members 
Entering Unmasked Estep 
Score: -18287790.000000 Penalty: 5865.596680
	Iteration 91Q: 3 clusters Score -1.828779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -18287770.000000 Penalty: 5865.596680
	Iteration 92Q: 3 clusters Score -1.828777e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -18287720.000000 Penalty: 5865.596680
	Iteration 93Q: 3 clusters Score -1.828772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -18287734.000000 Penalty: 5865.596680
	Iteration 94Q: 3 clusters Score -1.828773e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -18287740.000000 Penalty: 5865.596680
	Iteration 95Q: 3 clusters Score -1.828774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -18287746.000000 Penalty: 5865.596680
	Iteration 96Q: 3 clusters Score -1.828775e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -18287756.000000 Penalty: 5865.596680
	Iteration 97Q: 3 clusters Score -1.828776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -18287802.000000 Penalty: 5865.596680
	Iteration 98Q: 3 clusters Score -1.82878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -18287812.000000 Penalty: 5865.596680
	Iteration 99Q: 3 clusters Score -1.828781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -18287836.000000 Penalty: 5865.596680
	Iteration 100F: 3 clusters Score -1.828784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -18287818.000000 Penalty: 5865.596680
	Iteration 101Q: 3 clusters Score -1.828782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -18287848.000000 Penalty: 5865.596680
	Iteration 102Q: 3 clusters Score -1.828785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -18287878.000000 Penalty: 5865.596680
	Iteration 103Q: 3 clusters Score -1.828788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -18287878.000000 Penalty: 5865.596680
	Iteration 104Q: 3 clusters Score -1.828788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -18287866.000000 Penalty: 5865.596680
	Iteration 105Q: 3 clusters Score -1.828787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -18287856.000000 Penalty: 5865.596680
	Iteration 106Q: 3 clusters Score -1.828786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -18287868.000000 Penalty: 5865.596680
	Iteration 107Q: 3 clusters Score -1.828787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -18287852.000000 Penalty: 5865.596680
	Iteration 108Q: 3 clusters Score -1.828785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 127118 members 
Entering Unmasked Estep 
Score: -18287868.000000 Penalty: 5865.596680
	Iteration 109Q: 3 clusters Score -1.828787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -18287852.000000 Penalty: 5865.596680
	Iteration 110Q: 3 clusters Score -1.828785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -18287852.000000 Penalty: 5865.596680
	Iteration 111Q: 3 clusters Score -1.828785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 127198 members 
Entering Unmasked Estep 
Score: -18287858.000000 Penalty: 5865.596680
	Iteration 112Q: 3 clusters Score -1.828786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -18287874.000000 Penalty: 5865.596680
	Iteration 113Q: 3 clusters Score -1.828787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -18287864.000000 Penalty: 5865.596680
	Iteration 114Q: 3 clusters Score -1.828786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -18287858.000000 Penalty: 5865.596680
	Iteration 115Q: 3 clusters Score -1.828786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -18287872.000000 Penalty: 5865.596680
	Iteration 116Q: 3 clusters Score -1.828787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -18287914.000000 Penalty: 5865.596680
	Iteration 117Q: 3 clusters Score -1.828791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -18287900.000000 Penalty: 5865.596680
	Iteration 118Q: 3 clusters Score -1.82879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -18287922.000000 Penalty: 5865.596680
	Iteration 119Q: 3 clusters Score -1.828792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -18287928.000000 Penalty: 5865.596680
	Iteration 120F: 3 clusters Score -1.828793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -18287910.000000 Penalty: 5865.596680
	Iteration 121Q: 3 clusters Score -1.828791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -18287930.000000 Penalty: 5865.596680
	Iteration 122Q: 3 clusters Score -1.828793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -18287926.000000 Penalty: 5865.596680
	Iteration 123Q: 3 clusters Score -1.828793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -18287904.000000 Penalty: 5865.596680
	Iteration 124Q: 3 clusters Score -1.82879e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 127609 members 
Entering Unmasked Estep 
Score: -18287888.000000 Penalty: 5865.596680
	Iteration 125Q: 3 clusters Score -1.828789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 127636 members 
Entering Unmasked Estep 
Score: -18287896.000000 Penalty: 5865.596680
	Iteration 126Q: 3 clusters Score -1.82879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 127660 members 
Entering Unmasked Estep 
Score: -18287900.000000 Penalty: 5865.596680
	Iteration 127Q: 3 clusters Score -1.82879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -18287888.000000 Penalty: 5865.596680
	Iteration 128Q: 3 clusters Score -1.828789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 127703 members 
Entering Unmasked Estep 
Score: -18287892.000000 Penalty: 5865.596680
	Iteration 129Q: 3 clusters Score -1.828789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -18287870.000000 Penalty: 5865.596680
	Iteration 130Q: 3 clusters Score -1.828787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -18287866.000000 Penalty: 5865.596680
	Iteration 131Q: 3 clusters Score -1.828787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 127758 members 
Entering Unmasked Estep 
Score: -18287870.000000 Penalty: 5865.596680
	Iteration 132Q: 3 clusters Score -1.828787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5865.596680
	Iteration 133Q: 3 clusters Score -1.828786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 127788 members 
Entering Unmasked Estep 
Score: -18287864.000000 Penalty: 5865.596680
	Iteration 134Q: 3 clusters Score -1.828786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -18287844.000000 Penalty: 5865.596680
	Iteration 135Q: 3 clusters Score -1.828784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -18287856.000000 Penalty: 5865.596680
	Iteration 136Q: 3 clusters Score -1.828786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -18287846.000000 Penalty: 5865.596680
	Iteration 137Q: 3 clusters Score -1.828785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -18287850.000000 Penalty: 5865.596680
	Iteration 138Q: 3 clusters Score -1.828785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -18287846.000000 Penalty: 5865.596680
	Iteration 139Q: 3 clusters Score -1.828785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -18287852.000000 Penalty: 5865.596680
	Iteration 140F: 3 clusters Score -1.828785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -18287846.000000 Penalty: 5865.596680
	Iteration 141Q: 3 clusters Score -1.828785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -18287854.000000 Penalty: 5865.596680
	Iteration 142Q: 3 clusters Score -1.828785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -18287866.000000 Penalty: 5865.596680
	Iteration 143Q: 3 clusters Score -1.828787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5865.596680
	Iteration 144Q: 3 clusters Score -1.828786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 127870 members 
Entering Unmasked Estep 
Score: -18287872.000000 Penalty: 5865.596680
	Iteration 145Q: 3 clusters Score -1.828787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 127877 members 
Entering Unmasked Estep 
Score: -18287866.000000 Penalty: 5865.596680
	Iteration 146Q: 3 clusters Score -1.828787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -18287854.000000 Penalty: 5865.596680
	Iteration 147Q: 3 clusters Score -1.828785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -18287854.000000 Penalty: 5865.596680
	Iteration 148Q: 3 clusters Score -1.828785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -18287856.000000 Penalty: 5865.596680
	Iteration 149Q: 3 clusters Score -1.828786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 127887 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5865.596680
	Iteration 150Q: 3 clusters Score -1.828786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 127888 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5865.596680
	Iteration 151Q: 3 clusters Score -1.828786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 127888 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5865.596680
	Iteration 152F: 3 clusters Score -1.828786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 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 641 members 
Entering Unmasked Estep 
Score: -159621.515625 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159621.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -160080.796875 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160080.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160335.296875 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160335.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160753.437500 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -160753.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -160981.890625 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -160981.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161174.187500 Penalty: 3551.008789
	Iteration 5F: 3 clusters Score -161174.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161312.328125 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -161312.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161352.859375 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -161352.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -161385.125000 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -161385.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161414.625000 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -161414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161437.875000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -161437.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161466.390625 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -161466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161485.203125 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -161485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161502.625000 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -161502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161524.796875 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -161524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161537.421875 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -161537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161552.859375 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -161552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161564.625000 Penalty: 3551.008789
	Iteration 17Q: 3 clusters Score -161564.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161576.109375 Penalty: 3551.008789
	Iteration 18Q: 3 clusters Score -161576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161585.890625 Penalty: 3551.008789
	Iteration 19Q: 3 clusters Score -161585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161589.562500 Penalty: 3551.008789
	Iteration 20F: 3 clusters Score -161589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161591.109375 Penalty: 3551.008789
	Iteration 21Q: 3 clusters Score -161591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161591.109375 Penalty: 3551.008789
	Iteration 22F: 3 clusters Score -161591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -591534.000000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -591534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -587323.625000 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -587323.6 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -588295.000000 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -588295 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -588475.562500 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -588475.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -588580.687500 Penalty: 4175.893066
	Iteration 3Q: 3 clusters Score -588580.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -588652.312500 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -588652.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -588716.687500 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -588716.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -588779.250000 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -588779.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -588830.500000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -588830.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -588869.937500 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -588869.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -588904.687500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -588904.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -588940.312500 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -588940.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -588978.562500 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -588978.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -589018.562500 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -589018.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -589045.312500 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -589045.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -589068.687500 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -589068.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -589091.750000 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -589091.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -589110.437500 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -589110.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -589131.250000 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -589131.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -589152.000000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -589152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -589175.187500 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -589175.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -589199.625000 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -589199.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -589212.750000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -589212.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -589224.375000 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -589224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -589230.687500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -589230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -589233.250000 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -589233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -589237.375000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -589237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -589240.625000 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -589240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -589244.437500 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -589244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -589250.187500 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -589250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -589251.437500 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -589251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -589255.250000 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -589255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -589260.312500 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -589260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -589265.312500 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -589265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -589268.750000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -589268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -589272.375000 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -589272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -589277.625000 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -589277.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -589284.125000 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -589284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -589287.687500 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -589287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -589290.125000 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -589290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -589291.500000 Penalty: 4175.893066
	Iteration 39Q: 3 clusters Score -589291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -589293.500000 Penalty: 4175.893066
	Iteration 40F: 3 clusters Score -589293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -589295.687500 Penalty: 4175.893066
	Iteration 41Q: 3 clusters Score -589295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -589297.250000 Penalty: 4175.893066
	Iteration 42Q: 3 clusters Score -589297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -589299.687500 Penalty: 4175.893066
	Iteration 43Q: 3 clusters Score -589299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -589299.437500 Penalty: 4175.893066
	Iteration 44Q: 3 clusters Score -589299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -589300.187500 Penalty: 4175.893066
	Iteration 45Q: 3 clusters Score -589300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -589301.562500 Penalty: 4175.893066
	Iteration 46Q: 3 clusters Score -589301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -589302.625000 Penalty: 4175.893066
	Iteration 47Q: 3 clusters Score -589302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -589302.875000 Penalty: 4175.893066
	Iteration 48Q: 3 clusters Score -589302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -589303.687500 Penalty: 4175.893066
	Iteration 49Q: 3 clusters Score -589303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -589304.250000 Penalty: 4175.893066
	Iteration 50Q: 3 clusters Score -589304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -589305.562500 Penalty: 4175.893066
	Iteration 51Q: 3 clusters Score -589305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -589307.750000 Penalty: 4175.893066
	Iteration 52Q: 3 clusters Score -589307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -589309.625000 Penalty: 4175.893066
	Iteration 53Q: 3 clusters Score -589309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -589309.875000 Penalty: 4175.893066
	Iteration 54Q: 3 clusters Score -589309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -589310.437500 Penalty: 4175.893066
	Iteration 55Q: 3 clusters Score -589310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -589312.062500 Penalty: 4175.893066
	Iteration 56Q: 3 clusters Score -589312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -589312.187500 Penalty: 4175.893066
	Iteration 57Q: 3 clusters Score -589312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -589312.062500 Penalty: 4175.893066
	Iteration 58Q: 3 clusters Score -589312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -589312.312500 Penalty: 4175.893066
	Iteration 59Q: 3 clusters Score -589312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -589313.875000 Penalty: 4175.893066
	Iteration 60F: 3 clusters Score -589313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589313.437500 Penalty: 4175.893066
	Iteration 61Q: 3 clusters Score -589313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589313.437500 Penalty: 4175.893066
	Iteration 62F: 3 clusters Score -589313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -561669.500000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -561669.5 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 2224 members 
Entering Unmasked Estep 
Score: -557451.875000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -557451.9 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -558438.312500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -558438.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -558665.937500 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -558665.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -558796.000000 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -558796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -558888.750000 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -558888.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -558959.312500 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -558959.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -559016.500000 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -559016.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -559059.125000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -559059.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -559097.187500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -559097.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -559134.312500 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -559134.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -559162.125000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -559162.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -559186.187500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -559186.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -559213.562500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -559213.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -559245.062500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -559245.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -559273.937500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -559273.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -559306.250000 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -559306.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -559342.312500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -559342.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -559382.625000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -559382.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -559424.437500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -559424.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -559460.937500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -559460.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -559491.937500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -559491.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -559517.500000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -559517.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -559547.250000 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -559547.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -559578.250000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -559578.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -559617.875000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -559617.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -559649.625000 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -559649.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -559678.750000 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -559678.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -559713.750000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -559713.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -559742.500000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -559742.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -559769.750000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -559769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -559781.625000 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -559781.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -559797.500000 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -559797.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -559811.625000 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -559811.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -559821.125000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -559821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -559825.625000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -559825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -559832.875000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -559832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -559838.812500 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -559838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -559846.750000 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -559846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -559851.812500 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -559851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -559856.000000 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -559856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -559857.625000 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -559857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -559862.937500 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -559862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -559868.625000 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -559868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -559870.000000 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -559870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -559870.687500 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -559870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -559875.625000 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -559875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -559875.875000 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -559875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -559878.375000 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -559878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -559877.750000 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -559877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -559877.750000 Penalty: 4167.061035
	Iteration 49F: 3 clusters Score -559877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -978164.375000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -978164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -972100.812500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -972100.8 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -973732.625000 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -973732.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -974074.750000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -974074.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -974406.812500 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -974406.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -974737.812500 Penalty: 4419.583496
	Iteration 4F: 3 clusters Score -974737.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -975032.625000 Penalty: 4419.583496
	Iteration 5F: 3 clusters Score -975032.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -975287.312500 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -975287.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -975529.312500 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -975529.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -975745.312500 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -975745.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -975883.437500 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -975883.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -975976.062500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -975976.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -976031.187500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -976031.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -976064.812500 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -976064.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -976087.562500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -976087.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -976102.625000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -976102.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -976111.437500 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -976111.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -976122.250000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -976122.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -976129.312500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -976129.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -976133.000000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -976133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -976135.125000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -976135.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -976137.875000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -976137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -976141.687500 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -976141.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -976148.000000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -976148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -976150.937500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -976150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -976152.625000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -976152.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -976154.562500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -976154.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -976160.812500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -976160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -976160.937500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -976160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -976161.875000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -976161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -976163.687500 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -976163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -976167.000000 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -976167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -976169.812500 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -976169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -976170.875000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -976170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -976174.562500 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -976174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -976173.312500 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -976173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -976175.000000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -976175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -976176.187500 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -976176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -976177.750000 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -976177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -976179.625000 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -976179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -976180.375000 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -976180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -976181.500000 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -976181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -976181.812500 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -976181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -976181.562500 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -976181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -976181.562500 Penalty: 4419.583496
	Iteration 43F: 3 clusters Score -976181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1262081.125000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1262081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1254642.625000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1254643 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1256850.000000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1256850 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1257284.125000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1257284 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1257689.750000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1257690 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1258125.875000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1258126 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1258545.750000 Penalty: 4555.312988
	Iteration 5F: 3 clusters Score -1258546 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1258922.000000 Penalty: 4555.312988
	Iteration 6F: 3 clusters Score -1258922 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1259226.000000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -1259226 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1259474.875000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1259475 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1259662.500000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1259662 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1259808.375000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1259808 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1259919.375000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1259919 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1259990.625000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1259991 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1260054.875000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1260055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1260109.125000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1260109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1260160.250000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1260160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1260211.750000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1260212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1260253.375000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1260253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1260278.875000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1260279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1260303.125000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1260303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1260327.500000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1260328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1260348.250000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1260348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1260367.125000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1260367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1260386.750000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1260387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1260409.000000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1260409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1260422.750000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1260423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1260436.875000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1260437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1260447.875000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1260448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1260459.250000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1260459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1260476.125000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1260476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1260492.750000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1260493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1260509.375000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1260509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1260530.125000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1260530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1260546.375000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1260546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1260565.250000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1260565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1260584.625000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1260585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1260594.500000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1260594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1260603.125000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1260603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1260616.000000 Penalty: 4555.312988
	Iteration 38Q: 3 clusters Score -1260616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1260622.875000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1260623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1260624.000000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1260624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1260626.000000 Penalty: 4555.312988
	Iteration 41Q: 3 clusters Score -1260626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1260627.000000 Penalty: 4555.312988
	Iteration 42Q: 3 clusters Score -1260627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1260627.375000 Penalty: 4555.312988
	Iteration 43Q: 3 clusters Score -1260627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1260630.125000 Penalty: 4555.312988
	Iteration 44Q: 3 clusters Score -1260630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1260631.625000 Penalty: 4555.312988
	Iteration 45Q: 3 clusters Score -1260632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1260633.125000 Penalty: 4555.312988
	Iteration 46Q: 3 clusters Score -1260633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1260637.875000 Penalty: 4555.312988
	Iteration 47Q: 3 clusters Score -1260638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1260640.750000 Penalty: 4555.312988
	Iteration 48Q: 3 clusters Score -1260641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1260649.250000 Penalty: 4555.312988
	Iteration 49Q: 3 clusters Score -1260649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1260651.500000 Penalty: 4555.312988
	Iteration 50Q: 3 clusters Score -1260652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1260651.875000 Penalty: 4555.312988
	Iteration 51Q: 3 clusters Score -1260652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1260658.625000 Penalty: 4555.312988
	Iteration 52Q: 3 clusters Score -1260659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1260660.125000 Penalty: 4555.312988
	Iteration 53Q: 3 clusters Score -1260660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1260665.125000 Penalty: 4555.312988
	Iteration 54Q: 3 clusters Score -1260665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1260667.750000 Penalty: 4555.312988
	Iteration 55Q: 3 clusters Score -1260668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1260668.250000 Penalty: 4555.312988
	Iteration 56Q: 3 clusters Score -1260668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1260670.750000 Penalty: 4555.312988
	Iteration 57Q: 3 clusters Score -1260671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1260673.125000 Penalty: 4555.312988
	Iteration 58Q: 3 clusters Score -1260673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1260677.125000 Penalty: 4555.312988
	Iteration 59Q: 3 clusters Score -1260677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1260677.125000 Penalty: 4555.312988
	Iteration 60F: 3 clusters Score -1260677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Entering Unmasked Estep 
Score: -12738277.000000 Penalty: 2844.007324
	Iteration 0F: 2 clusters Score -1.273828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -12674325.000000 Penalty: 5688.014648
	Iteration 0F: 3 clusters Score -1.267432e+07 nChanged 45391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -12699955.000000 Penalty: 5688.014648
	Iteration 1F: 3 clusters Score -1.269996e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -12700683.000000 Penalty: 5688.014648
	Iteration 2Q: 3 clusters Score -1.270068e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -12701397.000000 Penalty: 5688.014648
	Iteration 3Q: 3 clusters Score -1.27014e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -12702137.000000 Penalty: 5688.014648
	Iteration 4Q: 3 clusters Score -1.270214e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -12702842.000000 Penalty: 5688.014648
	Iteration 5Q: 3 clusters Score -1.270284e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -12703686.000000 Penalty: 5688.014648
	Iteration 6Q: 3 clusters Score -1.270369e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -12704641.000000 Penalty: 5688.014648
	Iteration 7Q: 3 clusters Score -1.270464e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -12705896.000000 Penalty: 5688.014648
	Iteration 8Q: 3 clusters Score -1.27059e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -12707765.000000 Penalty: 5688.014648
	Iteration 9Q: 3 clusters Score -1.270776e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -12710099.000000 Penalty: 5688.014648
	Iteration 10F: 3 clusters Score -1.27101e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -12713501.000000 Penalty: 5688.014648
	Iteration 11F: 3 clusters Score -1.27135e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -12717901.000000 Penalty: 5688.014648
	Iteration 12F: 3 clusters Score -1.27179e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -12723014.000000 Penalty: 5688.014648
	Iteration 13F: 3 clusters Score -1.272301e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -12727916.000000 Penalty: 5688.014648
	Iteration 14F: 3 clusters Score -1.272792e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -12731829.000000 Penalty: 5688.014648
	Iteration 15Q: 3 clusters Score -1.273183e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -12733927.000000 Penalty: 5688.014648
	Iteration 16Q: 3 clusters Score -1.273393e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -12734979.000000 Penalty: 5688.014648
	Iteration 17Q: 3 clusters Score -1.273498e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -12735499.000000 Penalty: 5688.014648
	Iteration 18Q: 3 clusters Score -1.27355e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -12735684.000000 Penalty: 5688.014648
	Iteration 19Q: 3 clusters Score -1.273568e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -12735777.000000 Penalty: 5688.014648
	Iteration 20F: 3 clusters Score -1.273578e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -12735824.000000 Penalty: 5688.014648
	Iteration 21Q: 3 clusters Score -1.273582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -12735853.000000 Penalty: 5688.014648
	Iteration 22Q: 3 clusters Score -1.273585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -12735868.000000 Penalty: 5688.014648
	Iteration 23Q: 3 clusters Score -1.273587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -12735884.000000 Penalty: 5688.014648
	Iteration 24Q: 3 clusters Score -1.273588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -12735891.000000 Penalty: 5688.014648
	Iteration 25Q: 3 clusters Score -1.273589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12735902.000000 Penalty: 5688.014648
	Iteration 26Q: 3 clusters Score -1.27359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -12735922.000000 Penalty: 5688.014648
	Iteration 27Q: 3 clusters Score -1.273592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -12735923.000000 Penalty: 5688.014648
	Iteration 28Q: 3 clusters Score -1.273592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -12735915.000000 Penalty: 5688.014648
	Iteration 29Q: 3 clusters Score -1.273592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -12735930.000000 Penalty: 5688.014648
	Iteration 30Q: 3 clusters Score -1.273593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -12735930.000000 Penalty: 5688.014648
	Iteration 31Q: 3 clusters Score -1.273593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -12735927.000000 Penalty: 5688.014648
	Iteration 32Q: 3 clusters Score -1.273593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -12735932.000000 Penalty: 5688.014648
	Iteration 33Q: 3 clusters Score -1.273593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -12735932.000000 Penalty: 5688.014648
	Iteration 34F: 3 clusters Score -1.273593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Entering Unmasked Estep 
Score: -2039962.750000 Penalty: 2395.446045
	Iteration 0F: 2 clusters Score -2039963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2028750.375000 Penalty: 4790.892090
	Iteration 0F: 3 clusters Score -2028750 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2032515.250000 Penalty: 4790.892090
	Iteration 1F: 3 clusters Score -2032515 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2033277.250000 Penalty: 4790.892090
	Iteration 2F: 3 clusters Score -2033277 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2034319.125000 Penalty: 4790.892090
	Iteration 3F: 3 clusters Score -2034319 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2035501.750000 Penalty: 4790.892090
	Iteration 4F: 3 clusters Score -2035502 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2036538.375000 Penalty: 4790.892090
	Iteration 5F: 3 clusters Score -2036538 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2037187.500000 Penalty: 4790.892090
	Iteration 6F: 3 clusters Score -2037188 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2037542.750000 Penalty: 4790.892090
	Iteration 7Q: 3 clusters Score -2037543 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2037695.250000 Penalty: 4790.892090
	Iteration 8Q: 3 clusters Score -2037695 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2037785.625000 Penalty: 4790.892090
	Iteration 9Q: 3 clusters Score -2037786 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2037835.250000 Penalty: 4790.892090
	Iteration 10Q: 3 clusters Score -2037835 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2037865.875000 Penalty: 4790.892090
	Iteration 11Q: 3 clusters Score -2037866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2037896.500000 Penalty: 4790.892090
	Iteration 12Q: 3 clusters Score -2037896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2037923.000000 Penalty: 4790.892090
	Iteration 13Q: 3 clusters Score -2037923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2037944.250000 Penalty: 4790.892090
	Iteration 14Q: 3 clusters Score -2037944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2037950.750000 Penalty: 4790.892090
	Iteration 15Q: 3 clusters Score -2037951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2037976.250000 Penalty: 4790.892090
	Iteration 16Q: 3 clusters Score -2037976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2037982.500000 Penalty: 4790.892090
	Iteration 17Q: 3 clusters Score -2037982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2037995.000000 Penalty: 4790.892090
	Iteration 18Q: 3 clusters Score -2037995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2038014.625000 Penalty: 4790.892090
	Iteration 19Q: 3 clusters Score -2038015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2038026.000000 Penalty: 4790.892090
	Iteration 20F: 3 clusters Score -2038026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2038049.750000 Penalty: 4790.892090
	Iteration 21Q: 3 clusters Score -2038050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2038067.000000 Penalty: 4790.892090
	Iteration 22Q: 3 clusters Score -2038067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2038078.125000 Penalty: 4790.892090
	Iteration 23Q: 3 clusters Score -2038078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2038089.250000 Penalty: 4790.892090
	Iteration 24Q: 3 clusters Score -2038089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2038098.000000 Penalty: 4790.892090
	Iteration 25Q: 3 clusters Score -2038098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2038102.625000 Penalty: 4790.892090
	Iteration 26Q: 3 clusters Score -2038103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2038110.250000 Penalty: 4790.892090
	Iteration 27Q: 3 clusters Score -2038110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2038116.375000 Penalty: 4790.892090
	Iteration 28Q: 3 clusters Score -2038116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2038121.500000 Penalty: 4790.892090
	Iteration 29Q: 3 clusters Score -2038122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2038129.875000 Penalty: 4790.892090
	Iteration 30Q: 3 clusters Score -2038130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2038147.500000 Penalty: 4790.892090
	Iteration 31Q: 3 clusters Score -2038148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2038154.125000 Penalty: 4790.892090
	Iteration 32Q: 3 clusters Score -2038154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2038166.000000 Penalty: 4790.892090
	Iteration 33Q: 3 clusters Score -2038166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2038170.125000 Penalty: 4790.892090
	Iteration 34Q: 3 clusters Score -2038170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2038178.375000 Penalty: 4790.892090
	Iteration 35Q: 3 clusters Score -2038178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2038191.125000 Penalty: 4790.892090
	Iteration 36Q: 3 clusters Score -2038191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2038190.500000 Penalty: 4790.892090
	Iteration 37Q: 3 clusters Score -2038190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2038200.375000 Penalty: 4790.892090
	Iteration 38Q: 3 clusters Score -2038200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2038203.250000 Penalty: 4790.892090
	Iteration 39Q: 3 clusters Score -2038203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2038209.000000 Penalty: 4790.892090
	Iteration 40F: 3 clusters Score -2038209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2038205.000000 Penalty: 4790.892090
	Iteration 41Q: 3 clusters Score -2038205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2038209.125000 Penalty: 4790.892090
	Iteration 42Q: 3 clusters Score -2038209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2038218.750000 Penalty: 4790.892090
	Iteration 43Q: 3 clusters Score -2038219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2038227.750000 Penalty: 4790.892090
	Iteration 44Q: 3 clusters Score -2038228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2038233.625000 Penalty: 4790.892090
	Iteration 45Q: 3 clusters Score -2038234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2038242.625000 Penalty: 4790.892090
	Iteration 46Q: 3 clusters Score -2038243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2038245.875000 Penalty: 4790.892090
	Iteration 47Q: 3 clusters Score -2038246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2038260.500000 Penalty: 4790.892090
	Iteration 48Q: 3 clusters Score -2038260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2038270.625000 Penalty: 4790.892090
	Iteration 49Q: 3 clusters Score -2038271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2038279.625000 Penalty: 4790.892090
	Iteration 50Q: 3 clusters Score -2038280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2038290.875000 Penalty: 4790.892090
	Iteration 51Q: 3 clusters Score -2038291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2038304.500000 Penalty: 4790.892090
	Iteration 52Q: 3 clusters Score -2038304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2038327.500000 Penalty: 4790.892090
	Iteration 53Q: 3 clusters Score -2038328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2038347.750000 Penalty: 4790.892090
	Iteration 54Q: 3 clusters Score -2038348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2038364.750000 Penalty: 4790.892090
	Iteration 55Q: 3 clusters Score -2038365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2038390.500000 Penalty: 4790.892090
	Iteration 56Q: 3 clusters Score -2038390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2038404.750000 Penalty: 4790.892090
	Iteration 57Q: 3 clusters Score -2038405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2038420.750000 Penalty: 4790.892090
	Iteration 58Q: 3 clusters Score -2038421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2038424.750000 Penalty: 4790.892090
	Iteration 59Q: 3 clusters Score -2038425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2038442.000000 Penalty: 4790.892090
	Iteration 60F: 3 clusters Score -2038442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2038444.625000 Penalty: 4790.892090
	Iteration 61Q: 3 clusters Score -2038445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2038453.625000 Penalty: 4790.892090
	Iteration 62Q: 3 clusters Score -2038454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2038467.375000 Penalty: 4790.892090
	Iteration 63Q: 3 clusters Score -2038467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2038480.625000 Penalty: 4790.892090
	Iteration 64Q: 3 clusters Score -2038481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2038490.500000 Penalty: 4790.892090
	Iteration 65Q: 3 clusters Score -2038490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2038497.250000 Penalty: 4790.892090
	Iteration 66Q: 3 clusters Score -2038497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2038510.375000 Penalty: 4790.892090
	Iteration 67Q: 3 clusters Score -2038510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2038516.125000 Penalty: 4790.892090
	Iteration 68Q: 3 clusters Score -2038516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2038531.875000 Penalty: 4790.892090
	Iteration 69Q: 3 clusters Score -2038532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2038540.500000 Penalty: 4790.892090
	Iteration 70Q: 3 clusters Score -2038540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2038554.625000 Penalty: 4790.892090
	Iteration 71Q: 3 clusters Score -2038555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2038568.000000 Penalty: 4790.892090
	Iteration 72Q: 3 clusters Score -2038568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2038587.375000 Penalty: 4790.892090
	Iteration 73Q: 3 clusters Score -2038587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2038592.875000 Penalty: 4790.892090
	Iteration 74Q: 3 clusters Score -2038593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2038599.375000 Penalty: 4790.892090
	Iteration 75Q: 3 clusters Score -2038599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2038613.375000 Penalty: 4790.892090
	Iteration 76Q: 3 clusters Score -2038613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2038616.750000 Penalty: 4790.892090
	Iteration 77Q: 3 clusters Score -2038617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2038631.500000 Penalty: 4790.892090
	Iteration 78Q: 3 clusters Score -2038632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2038654.250000 Penalty: 4790.892090
	Iteration 79Q: 3 clusters Score -2038654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2038666.250000 Penalty: 4790.892090
	Iteration 80F: 3 clusters Score -2038666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2038685.375000 Penalty: 4790.892090
	Iteration 81Q: 3 clusters Score -2038685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2038705.250000 Penalty: 4790.892090
	Iteration 82Q: 3 clusters Score -2038705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2038720.000000 Penalty: 4790.892090
	Iteration 83Q: 3 clusters Score -2038720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2038725.250000 Penalty: 4790.892090
	Iteration 84Q: 3 clusters Score -2038725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2038740.625000 Penalty: 4790.892090
	Iteration 85Q: 3 clusters Score -2038741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2038749.750000 Penalty: 4790.892090
	Iteration 86Q: 3 clusters Score -2038750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2038752.250000 Penalty: 4790.892090
	Iteration 87Q: 3 clusters Score -2038752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2038761.125000 Penalty: 4790.892090
	Iteration 88Q: 3 clusters Score -2038761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2038773.250000 Penalty: 4790.892090
	Iteration 89Q: 3 clusters Score -2038773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2038777.875000 Penalty: 4790.892090
	Iteration 90Q: 3 clusters Score -2038778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2038786.000000 Penalty: 4790.892090
	Iteration 91Q: 3 clusters Score -2038786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2038792.500000 Penalty: 4790.892090
	Iteration 92Q: 3 clusters Score -2038792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2038793.375000 Penalty: 4790.892090
	Iteration 93Q: 3 clusters Score -2038793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2038803.500000 Penalty: 4790.892090
	Iteration 94Q: 3 clusters Score -2038804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2038805.875000 Penalty: 4790.892090
	Iteration 95Q: 3 clusters Score -2038806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2038813.250000 Penalty: 4790.892090
	Iteration 96Q: 3 clusters Score -2038813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2038813.625000 Penalty: 4790.892090
	Iteration 97Q: 3 clusters Score -2038814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2038813.375000 Penalty: 4790.892090
	Iteration 98Q: 3 clusters Score -2038813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2038812.875000 Penalty: 4790.892090
	Iteration 99Q: 3 clusters Score -2038813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2038813.750000 Penalty: 4790.892090
	Iteration 100F: 3 clusters Score -2038814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2038813.375000 Penalty: 4790.892090
	Iteration 101Q: 3 clusters Score -2038813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2038811.750000 Penalty: 4790.892090
	Iteration 102Q: 3 clusters Score -2038812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2038812.375000 Penalty: 4790.892090
	Iteration 103Q: 3 clusters Score -2038812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2038812.375000 Penalty: 4790.892090
	Iteration 104F: 3 clusters Score -2038812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -447909.375000 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -447909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -444285.343750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -444285.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -445073.875000 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -445073.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -445269.125000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -445269.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -445383.312500 Penalty: 4056.326660
	Iteration 3Q: 3 clusters Score -445383.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -445486.281250 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -445486.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -445553.937500 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -445553.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -445602.562500 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -445602.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -445630.375000 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -445630.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -445658.687500 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -445658.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -445682.031250 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -445682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -445704.781250 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -445704.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -445727.375000 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -445727.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -445750.500000 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -445750.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -445772.062500 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -445772.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -445792.343750 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -445792.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -445817.437500 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -445817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -445844.187500 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -445844.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -445883.468750 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -445883.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -445927.843750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -445927.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -445987.593750 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -445987.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -446054.437500 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -446054.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -446113.437500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -446113.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -446150.031250 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -446150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -446182.625000 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -446182.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -446210.437500 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -446210.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -446235.875000 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -446235.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -446261.062500 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -446261.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -446275.843750 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -446275.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -446293.031250 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -446293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -446304.750000 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -446304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -446318.125000 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -446318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -446330.343750 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -446330.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -446336.843750 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -446336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -446342.468750 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -446342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -446349.000000 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -446349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -446351.531250 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -446351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -446351.531250 Penalty: 4056.326660
	Iteration 36F: 3 clusters Score -446351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -492813.218750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -492813.2 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 1974 members 
Entering Unmasked Estep 
Score: -488921.218750 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -488921.2 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -489868.250000 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -489868.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -490162.968750 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -490163 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -490405.656250 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -490405.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -490646.593750 Penalty: 4115.828613
	Iteration 4F: 3 clusters Score -490646.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -490905.125000 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -490905.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -491163.343750 Penalty: 4115.828613
	Iteration 6F: 3 clusters Score -491163.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -491334.406250 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -491334.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -491445.093750 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -491445.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -491510.500000 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -491510.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -491570.656250 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -491570.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -491615.312500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -491615.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -491654.968750 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -491655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -491687.593750 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -491687.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -491720.937500 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -491720.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -491744.437500 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -491744.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -491777.500000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -491777.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -491805.093750 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -491805.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -491836.562500 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -491836.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -491874.937500 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -491874.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -491918.937500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -491918.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -491952.156250 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -491952.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -491984.000000 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -491984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -492008.343750 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -492008.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -492026.156250 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -492026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -492036.281250 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -492036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -492042.062500 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -492042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -492051.406250 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -492051.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -492058.562500 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -492058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -492062.218750 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -492062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -492065.031250 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -492065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -492067.500000 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -492067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -492068.562500 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -492068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -492070.531250 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -492070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -492071.562500 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -492071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -492072.218750 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -492072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -492072.218750 Penalty: 4115.828613
	Iteration 36F: 3 clusters Score -492072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 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 661 members 
Entering Unmasked Estep 
Score: -163656.953125 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163657 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -164318.984375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164319 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -164742.234375 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -164742.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165101.265625 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165101.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165512.031250 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165919.718750 Penalty: 3572.150391
	Iteration 5F: 3 clusters Score -165919.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166017.812500 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -166017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166069.796875 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -166069.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166122.671875 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -166140.875000 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166144.109375 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -166144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166144.109375 Penalty: 3572.150391
	Iteration 11F: 3 clusters Score -166144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128200 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
Score: -181125728.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181127072.000000 to -181125728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (132311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Entering Unmasked Estep 
Score: -16511246.000000 Penalty: 2924.641846
	Iteration 0F: 2 clusters Score -1.651125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -16422952.000000 Penalty: 5849.283691
	Iteration 0F: 3 clusters Score -1.642295e+07 nChanged 63087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -16459931.000000 Penalty: 5849.283691
	Iteration 1F: 3 clusters Score -1.645993e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -16461334.000000 Penalty: 5849.283691
	Iteration 2Q: 3 clusters Score -1.646133e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -16463140.000000 Penalty: 5849.283691
	Iteration 3Q: 3 clusters Score -1.646314e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -16465240.000000 Penalty: 5849.283691
	Iteration 4Q: 3 clusters Score -1.646524e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -16467897.000000 Penalty: 5849.283691
	Iteration 5Q: 3 clusters Score -1.64679e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -16470995.000000 Penalty: 5849.283691
	Iteration 6Q: 3 clusters Score -1.6471e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -16474254.000000 Penalty: 5849.283691
	Iteration 7F: 3 clusters Score -1.647425e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -16477963.000000 Penalty: 5849.283691
	Iteration 8F: 3 clusters Score -1.647796e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -16481782.000000 Penalty: 5849.283691
	Iteration 9F: 3 clusters Score -1.648178e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -16485771.000000 Penalty: 5849.283691
	Iteration 10Q: 3 clusters Score -1.648577e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -16489333.000000 Penalty: 5849.283691
	Iteration 11Q: 3 clusters Score -1.648933e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -16492261.000000 Penalty: 5849.283691
	Iteration 12Q: 3 clusters Score -1.649226e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -16494488.000000 Penalty: 5849.283691
	Iteration 13Q: 3 clusters Score -1.649449e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -16496331.000000 Penalty: 5849.283691
	Iteration 14Q: 3 clusters Score -1.649633e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -16498094.000000 Penalty: 5849.283691
	Iteration 15Q: 3 clusters Score -1.649809e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -16499506.000000 Penalty: 5849.283691
	Iteration 16Q: 3 clusters Score -1.649951e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -16500938.000000 Penalty: 5849.283691
	Iteration 17Q: 3 clusters Score -1.650094e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -16502422.000000 Penalty: 5849.283691
	Iteration 18Q: 3 clusters Score -1.650242e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -16503660.000000 Penalty: 5849.283691
	Iteration 19Q: 3 clusters Score -1.650366e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -16504815.000000 Penalty: 5849.283691
	Iteration 20F: 3 clusters Score -1.650482e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -16505943.000000 Penalty: 5849.283691
	Iteration 21Q: 3 clusters Score -1.650594e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -16506855.000000 Penalty: 5849.283691
	Iteration 22Q: 3 clusters Score -1.650686e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -16507577.000000 Penalty: 5849.283691
	Iteration 23Q: 3 clusters Score -1.650758e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 127120 members 
Entering Unmasked Estep 
Score: -16507975.000000 Penalty: 5849.283691
	Iteration 24Q: 3 clusters Score -1.650798e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 127530 members 
Entering Unmasked Estep 
Score: -16508216.000000 Penalty: 5849.283691
	Iteration 25Q: 3 clusters Score -1.650822e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -16508386.000000 Penalty: 5849.283691
	Iteration 26Q: 3 clusters Score -1.650839e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -16508466.000000 Penalty: 5849.283691
	Iteration 27Q: 3 clusters Score -1.650847e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -16508552.000000 Penalty: 5849.283691
	Iteration 28Q: 3 clusters Score -1.650855e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -16508595.000000 Penalty: 5849.283691
	Iteration 29Q: 3 clusters Score -1.65086e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 128614 members 
Entering Unmasked Estep 
Score: -16508665.000000 Penalty: 5849.283691
	Iteration 30Q: 3 clusters Score -1.650866e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 128739 members 
Entering Unmasked Estep 
Score: -16508705.000000 Penalty: 5849.283691
	Iteration 31Q: 3 clusters Score -1.65087e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -16508741.000000 Penalty: 5849.283691
	Iteration 32Q: 3 clusters Score -1.650874e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -16508763.000000 Penalty: 5849.283691
	Iteration 33Q: 3 clusters Score -1.650876e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 129006 members 
Entering Unmasked Estep 
Score: -16508761.000000 Penalty: 5849.283691
	Iteration 34Q: 3 clusters Score -1.650876e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 129078 members 
Entering Unmasked Estep 
Score: -16508807.000000 Penalty: 5849.283691
	Iteration 35Q: 3 clusters Score -1.650881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 129140 members 
Entering Unmasked Estep 
Score: -16508829.000000 Penalty: 5849.283691
	Iteration 36Q: 3 clusters Score -1.650883e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -16508822.000000 Penalty: 5849.283691
	Iteration 37Q: 3 clusters Score -1.650882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -16508842.000000 Penalty: 5849.283691
	Iteration 38Q: 3 clusters Score -1.650884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -16508855.000000 Penalty: 5849.283691
	Iteration 39Q: 3 clusters Score -1.650886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -16508851.000000 Penalty: 5849.283691
	Iteration 40F: 3 clusters Score -1.650885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -16508837.000000 Penalty: 5849.283691
	Iteration 41Q: 3 clusters Score -1.650884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -16508825.000000 Penalty: 5849.283691
	Iteration 42Q: 3 clusters Score -1.650882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 129351 members 
Entering Unmasked Estep 
Score: -16508828.000000 Penalty: 5849.283691
	Iteration 43Q: 3 clusters Score -1.650883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -16508833.000000 Penalty: 5849.283691
	Iteration 44Q: 3 clusters Score -1.650883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -16508841.000000 Penalty: 5849.283691
	Iteration 45Q: 3 clusters Score -1.650884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -16508868.000000 Penalty: 5849.283691
	Iteration 46Q: 3 clusters Score -1.650887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -16508856.000000 Penalty: 5849.283691
	Iteration 47Q: 3 clusters Score -1.650886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -16508846.000000 Penalty: 5849.283691
	Iteration 48Q: 3 clusters Score -1.650885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 129417 members 
Entering Unmasked Estep 
Score: -16508867.000000 Penalty: 5849.283691
	Iteration 49Q: 3 clusters Score -1.650887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 129431 members 
Entering Unmasked Estep 
Score: -16508869.000000 Penalty: 5849.283691
	Iteration 50Q: 3 clusters Score -1.650887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 129444 members 
Entering Unmasked Estep 
Score: -16508875.000000 Penalty: 5849.283691
	Iteration 51Q: 3 clusters Score -1.650888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 129460 members 
Entering Unmasked Estep 
Score: -16508869.000000 Penalty: 5849.283691
	Iteration 52Q: 3 clusters Score -1.650887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -16508882.000000 Penalty: 5849.283691
	Iteration 53Q: 3 clusters Score -1.650888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -16508876.000000 Penalty: 5849.283691
	Iteration 54Q: 3 clusters Score -1.650888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 129541 members 
Entering Unmasked Estep 
Score: -16508875.000000 Penalty: 5849.283691
	Iteration 55Q: 3 clusters Score -1.650888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 129562 members 
Entering Unmasked Estep 
Score: -16508880.000000 Penalty: 5849.283691
	Iteration 56Q: 3 clusters Score -1.650888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -16508907.000000 Penalty: 5849.283691
	Iteration 57Q: 3 clusters Score -1.650891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -16508915.000000 Penalty: 5849.283691
	Iteration 58Q: 3 clusters Score -1.650892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -16508908.000000 Penalty: 5849.283691
	Iteration 59Q: 3 clusters Score -1.650891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -16508901.000000 Penalty: 5849.283691
	Iteration 60F: 3 clusters Score -1.65089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -16508882.000000 Penalty: 5849.283691
	Iteration 61Q: 3 clusters Score -1.650888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -16508889.000000 Penalty: 5849.283691
	Iteration 62Q: 3 clusters Score -1.650889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -16508880.000000 Penalty: 5849.283691
	Iteration 63Q: 3 clusters Score -1.650888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -16508888.000000 Penalty: 5849.283691
	Iteration 64Q: 3 clusters Score -1.650889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -16508903.000000 Penalty: 5849.283691
	Iteration 65Q: 3 clusters Score -1.65089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -16508896.000000 Penalty: 5849.283691
	Iteration 66Q: 3 clusters Score -1.65089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -16508906.000000 Penalty: 5849.283691
	Iteration 67Q: 3 clusters Score -1.650891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -16508897.000000 Penalty: 5849.283691
	Iteration 68Q: 3 clusters Score -1.65089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -16508909.000000 Penalty: 5849.283691
	Iteration 69Q: 3 clusters Score -1.650891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -16508907.000000 Penalty: 5849.283691
	Iteration 70Q: 3 clusters Score -1.650891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -16508920.000000 Penalty: 5849.283691
	Iteration 71Q: 3 clusters Score -1.650892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -16508914.000000 Penalty: 5849.283691
	Iteration 72Q: 3 clusters Score -1.650891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -16508914.000000 Penalty: 5849.283691
	Iteration 73F: 3 clusters Score -1.650891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Entering Unmasked Estep 
Score: -9524438.000000 Penalty: 2772.922119
	Iteration 0F: 2 clusters Score -9524438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -9476273.000000 Penalty: 5545.844238
	Iteration 0F: 3 clusters Score -9476273 nChanged 33693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -9495172.000000 Penalty: 5545.844238
	Iteration 1F: 3 clusters Score -9495172 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -9495843.000000 Penalty: 5545.844238
	Iteration 2Q: 3 clusters Score -9495843 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -9496598.000000 Penalty: 5545.844238
	Iteration 3Q: 3 clusters Score -9496598 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -9497359.000000 Penalty: 5545.844238
	Iteration 4Q: 3 clusters Score -9497359 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -9498330.000000 Penalty: 5545.844238
	Iteration 5Q: 3 clusters Score -9498330 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -9499660.000000 Penalty: 5545.844238
	Iteration 6Q: 3 clusters Score -9499660 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -9501523.000000 Penalty: 5545.844238
	Iteration 7F: 3 clusters Score -9501523 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -9504045.000000 Penalty: 5545.844238
	Iteration 8F: 3 clusters Score -9504045 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -9506858.000000 Penalty: 5545.844238
	Iteration 9F: 3 clusters Score -9506858 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -9509933.000000 Penalty: 5545.844238
	Iteration 10F: 3 clusters Score -9509933 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9512839.000000 Penalty: 5545.844238
	Iteration 11F: 3 clusters Score -9512839 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -9515606.000000 Penalty: 5545.844238
	Iteration 12F: 3 clusters Score -9515606 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9518027.000000 Penalty: 5545.844238
	Iteration 13Q: 3 clusters Score -9518027 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -9519694.000000 Penalty: 5545.844238
	Iteration 14Q: 3 clusters Score -9519694 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -9520730.000000 Penalty: 5545.844238
	Iteration 15Q: 3 clusters Score -9520730 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9521307.000000 Penalty: 5545.844238
	Iteration 16Q: 3 clusters Score -9521307 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9521653.000000 Penalty: 5545.844238
	Iteration 17Q: 3 clusters Score -9521653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9521844.000000 Penalty: 5545.844238
	Iteration 18Q: 3 clusters Score -9521844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -9521933.000000 Penalty: 5545.844238
	Iteration 19Q: 3 clusters Score -9521933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -9521988.000000 Penalty: 5545.844238
	Iteration 20F: 3 clusters Score -9521988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -9522039.000000 Penalty: 5545.844238
	Iteration 21Q: 3 clusters Score -9522039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -9522054.000000 Penalty: 5545.844238
	Iteration 22Q: 3 clusters Score -9522054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -9522083.000000 Penalty: 5545.844238
	Iteration 23Q: 3 clusters Score -9522083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -9522091.000000 Penalty: 5545.844238
	Iteration 24Q: 3 clusters Score -9522091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -9522083.000000 Penalty: 5545.844238
	Iteration 25Q: 3 clusters Score -9522083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -9522082.000000 Penalty: 5545.844238
	Iteration 26Q: 3 clusters Score -9522082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -9522083.000000 Penalty: 5545.844238
	Iteration 27Q: 3 clusters Score -9522083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -9522096.000000 Penalty: 5545.844238
	Iteration 28Q: 3 clusters Score -9522096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -9522092.000000 Penalty: 5545.844238
	Iteration 29Q: 3 clusters Score -9522092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -9522096.000000 Penalty: 5545.844238
	Iteration 30Q: 3 clusters Score -9522096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -9522096.000000 Penalty: 5545.844238
	Iteration 31Q: 3 clusters Score -9522096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9522095.000000 Penalty: 5545.844238
	Iteration 32Q: 3 clusters Score -9522095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -9522094.000000 Penalty: 5545.844238
	Iteration 33Q: 3 clusters Score -9522094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -9522092.000000 Penalty: 5545.844238
	Iteration 34Q: 3 clusters Score -9522092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -9522093.000000 Penalty: 5545.844238
	Iteration 35Q: 3 clusters Score -9522093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -9522100.000000 Penalty: 5545.844238
	Iteration 36Q: 3 clusters Score -9522100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -9522100.000000 Penalty: 5545.844238
	Iteration 37F: 3 clusters Score -9522100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Entering Unmasked Estep 
Score: -2331988.000000 Penalty: 2418.992188
	Iteration 0F: 2 clusters Score -2331988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2319733.750000 Penalty: 4837.984375
	Iteration 0F: 3 clusters Score -2319734 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2323820.250000 Penalty: 4837.984375
	Iteration 1F: 3 clusters Score -2323820 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2324239.250000 Penalty: 4837.984375
	Iteration 2F: 3 clusters Score -2324239 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2324595.750000 Penalty: 4837.984375
	Iteration 3Q: 3 clusters Score -2324596 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2324934.500000 Penalty: 4837.984375
	Iteration 4Q: 3 clusters Score -2324934 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2325316.000000 Penalty: 4837.984375
	Iteration 5Q: 3 clusters Score -2325316 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2325721.000000 Penalty: 4837.984375
	Iteration 6Q: 3 clusters Score -2325721 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2326179.000000 Penalty: 4837.984375
	Iteration 7Q: 3 clusters Score -2326179 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2326696.000000 Penalty: 4837.984375
	Iteration 8Q: 3 clusters Score -2326696 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2327225.000000 Penalty: 4837.984375
	Iteration 9Q: 3 clusters Score -2327225 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2327770.000000 Penalty: 4837.984375
	Iteration 10Q: 3 clusters Score -2327770 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2328163.000000 Penalty: 4837.984375
	Iteration 11Q: 3 clusters Score -2328163 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2328492.250000 Penalty: 4837.984375
	Iteration 12Q: 3 clusters Score -2328492 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2328792.000000 Penalty: 4837.984375
	Iteration 13Q: 3 clusters Score -2328792 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2329012.750000 Penalty: 4837.984375
	Iteration 14Q: 3 clusters Score -2329013 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2329198.250000 Penalty: 4837.984375
	Iteration 15Q: 3 clusters Score -2329198 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2329349.750000 Penalty: 4837.984375
	Iteration 16Q: 3 clusters Score -2329350 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2329461.750000 Penalty: 4837.984375
	Iteration 17Q: 3 clusters Score -2329462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2329527.000000 Penalty: 4837.984375
	Iteration 18Q: 3 clusters Score -2329527 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2329573.250000 Penalty: 4837.984375
	Iteration 19Q: 3 clusters Score -2329573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2329619.750000 Penalty: 4837.984375
	Iteration 20F: 3 clusters Score -2329620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2329656.250000 Penalty: 4837.984375
	Iteration 21Q: 3 clusters Score -2329656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2329686.750000 Penalty: 4837.984375
	Iteration 22Q: 3 clusters Score -2329687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2329712.250000 Penalty: 4837.984375
	Iteration 23Q: 3 clusters Score -2329712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2329733.500000 Penalty: 4837.984375
	Iteration 24Q: 3 clusters Score -2329734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2329754.000000 Penalty: 4837.984375
	Iteration 25Q: 3 clusters Score -2329754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2329780.000000 Penalty: 4837.984375
	Iteration 26Q: 3 clusters Score -2329780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2329805.000000 Penalty: 4837.984375
	Iteration 27Q: 3 clusters Score -2329805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2329823.500000 Penalty: 4837.984375
	Iteration 28Q: 3 clusters Score -2329824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2329840.500000 Penalty: 4837.984375
	Iteration 29Q: 3 clusters Score -2329840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2329852.250000 Penalty: 4837.984375
	Iteration 30Q: 3 clusters Score -2329852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2329860.750000 Penalty: 4837.984375
	Iteration 31Q: 3 clusters Score -2329861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2329868.500000 Penalty: 4837.984375
	Iteration 32Q: 3 clusters Score -2329868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2329873.750000 Penalty: 4837.984375
	Iteration 33Q: 3 clusters Score -2329874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2329877.250000 Penalty: 4837.984375
	Iteration 34Q: 3 clusters Score -2329877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2329878.250000 Penalty: 4837.984375
	Iteration 35Q: 3 clusters Score -2329878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2329882.250000 Penalty: 4837.984375
	Iteration 36Q: 3 clusters Score -2329882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2329884.750000 Penalty: 4837.984375
	Iteration 37Q: 3 clusters Score -2329885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2329887.000000 Penalty: 4837.984375
	Iteration 38Q: 3 clusters Score -2329887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2329892.000000 Penalty: 4837.984375
	Iteration 39Q: 3 clusters Score -2329892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2329893.500000 Penalty: 4837.984375
	Iteration 40F: 3 clusters Score -2329894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2329900.750000 Penalty: 4837.984375
	Iteration 41Q: 3 clusters Score -2329901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2329904.000000 Penalty: 4837.984375
	Iteration 42Q: 3 clusters Score -2329904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2329906.250000 Penalty: 4837.984375
	Iteration 43Q: 3 clusters Score -2329906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2329910.750000 Penalty: 4837.984375
	Iteration 44Q: 3 clusters Score -2329911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2329917.000000 Penalty: 4837.984375
	Iteration 45Q: 3 clusters Score -2329917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2329925.750000 Penalty: 4837.984375
	Iteration 46Q: 3 clusters Score -2329926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2329930.750000 Penalty: 4837.984375
	Iteration 47Q: 3 clusters Score -2329931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2329938.750000 Penalty: 4837.984375
	Iteration 48Q: 3 clusters Score -2329939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2329944.250000 Penalty: 4837.984375
	Iteration 49Q: 3 clusters Score -2329944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2329944.000000 Penalty: 4837.984375
	Iteration 50Q: 3 clusters Score -2329944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2329949.000000 Penalty: 4837.984375
	Iteration 51Q: 3 clusters Score -2329949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2329949.000000 Penalty: 4837.984375
	Iteration 52Q: 3 clusters Score -2329949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2329953.750000 Penalty: 4837.984375
	Iteration 53Q: 3 clusters Score -2329954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2329956.000000 Penalty: 4837.984375
	Iteration 54Q: 3 clusters Score -2329956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2329960.000000 Penalty: 4837.984375
	Iteration 55Q: 3 clusters Score -2329960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2329961.500000 Penalty: 4837.984375
	Iteration 56Q: 3 clusters Score -2329962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2329959.000000 Penalty: 4837.984375
	Iteration 57Q: 3 clusters Score -2329959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2329960.500000 Penalty: 4837.984375
	Iteration 58Q: 3 clusters Score -2329960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2329964.750000 Penalty: 4837.984375
	Iteration 59Q: 3 clusters Score -2329965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2329968.500000 Penalty: 4837.984375
	Iteration 60F: 3 clusters Score -2329968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2329969.000000 Penalty: 4837.984375
	Iteration 61Q: 3 clusters Score -2329969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2329971.500000 Penalty: 4837.984375
	Iteration 62Q: 3 clusters Score -2329972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2329978.500000 Penalty: 4837.984375
	Iteration 63Q: 3 clusters Score -2329978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2329981.750000 Penalty: 4837.984375
	Iteration 64Q: 3 clusters Score -2329982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2329987.750000 Penalty: 4837.984375
	Iteration 65Q: 3 clusters Score -2329988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2329990.000000 Penalty: 4837.984375
	Iteration 66Q: 3 clusters Score -2329990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2329995.500000 Penalty: 4837.984375
	Iteration 67Q: 3 clusters Score -2329996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2329998.250000 Penalty: 4837.984375
	Iteration 68Q: 3 clusters Score -2329998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2330001.750000 Penalty: 4837.984375
	Iteration 69Q: 3 clusters Score -2330002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2330009.250000 Penalty: 4837.984375
	Iteration 70Q: 3 clusters Score -2330009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2330011.500000 Penalty: 4837.984375
	Iteration 71Q: 3 clusters Score -2330012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2330017.250000 Penalty: 4837.984375
	Iteration 72Q: 3 clusters Score -2330017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2330019.000000 Penalty: 4837.984375
	Iteration 73Q: 3 clusters Score -2330019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2330019.000000 Penalty: 4837.984375
	Iteration 74Q: 3 clusters Score -2330019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2330021.500000 Penalty: 4837.984375
	Iteration 75Q: 3 clusters Score -2330022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2330021.500000 Penalty: 4837.984375
	Iteration 76F: 3 clusters Score -2330022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2835699.500000 Penalty: 2476.901611
	Iteration 0F: 2 clusters Score -2835700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2820377.500000 Penalty: 4953.803223
	Iteration 0F: 3 clusters Score -2820378 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2825670.000000 Penalty: 4953.803223
	Iteration 1F: 3 clusters Score -2825670 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2826096.500000 Penalty: 4953.803223
	Iteration 2F: 3 clusters Score -2826096 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2826509.500000 Penalty: 4953.803223
	Iteration 3Q: 3 clusters Score -2826510 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2826883.250000 Penalty: 4953.803223
	Iteration 4Q: 3 clusters Score -2826883 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2827351.000000 Penalty: 4953.803223
	Iteration 5Q: 3 clusters Score -2827351 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2828089.000000 Penalty: 4953.803223
	Iteration 6F: 3 clusters Score -2828089 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2829183.000000 Penalty: 4953.803223
	Iteration 7F: 3 clusters Score -2829183 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2830597.750000 Penalty: 4953.803223
	Iteration 8F: 3 clusters Score -2830598 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2831945.000000 Penalty: 4953.803223
	Iteration 9F: 3 clusters Score -2831945 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2832979.500000 Penalty: 4953.803223
	Iteration 10F: 3 clusters Score -2832980 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2833497.250000 Penalty: 4953.803223
	Iteration 11Q: 3 clusters Score -2833497 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2833696.500000 Penalty: 4953.803223
	Iteration 12Q: 3 clusters Score -2833696 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2833809.000000 Penalty: 4953.803223
	Iteration 13Q: 3 clusters Score -2833809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2833849.250000 Penalty: 4953.803223
	Iteration 14Q: 3 clusters Score -2833849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2833865.500000 Penalty: 4953.803223
	Iteration 15Q: 3 clusters Score -2833866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2833883.500000 Penalty: 4953.803223
	Iteration 16Q: 3 clusters Score -2833884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2833885.750000 Penalty: 4953.803223
	Iteration 17Q: 3 clusters Score -2833886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2833891.500000 Penalty: 4953.803223
	Iteration 18Q: 3 clusters Score -2833892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2833898.250000 Penalty: 4953.803223
	Iteration 19Q: 3 clusters Score -2833898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2833902.000000 Penalty: 4953.803223
	Iteration 20F: 3 clusters Score -2833902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2833909.250000 Penalty: 4953.803223
	Iteration 21Q: 3 clusters Score -2833909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2833915.250000 Penalty: 4953.803223
	Iteration 22Q: 3 clusters Score -2833915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2833916.250000 Penalty: 4953.803223
	Iteration 23Q: 3 clusters Score -2833916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2833929.000000 Penalty: 4953.803223
	Iteration 24Q: 3 clusters Score -2833929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2833929.000000 Penalty: 4953.803223
	Iteration 25Q: 3 clusters Score -2833929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2833939.000000 Penalty: 4953.803223
	Iteration 26Q: 3 clusters Score -2833939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2833933.500000 Penalty: 4953.803223
	Iteration 27Q: 3 clusters Score -2833934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2833936.250000 Penalty: 4953.803223
	Iteration 28Q: 3 clusters Score -2833936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2833941.750000 Penalty: 4953.803223
	Iteration 29Q: 3 clusters Score -2833942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2833941.750000 Penalty: 4953.803223
	Iteration 30Q: 3 clusters Score -2833942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2833942.250000 Penalty: 4953.803223
	Iteration 31Q: 3 clusters Score -2833942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2833942.750000 Penalty: 4953.803223
	Iteration 32Q: 3 clusters Score -2833943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2833944.000000 Penalty: 4953.803223
	Iteration 33Q: 3 clusters Score -2833944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2833946.000000 Penalty: 4953.803223
	Iteration 34Q: 3 clusters Score -2833946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2833949.500000 Penalty: 4953.803223
	Iteration 35Q: 3 clusters Score -2833950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2833950.250000 Penalty: 4953.803223
	Iteration 36Q: 3 clusters Score -2833950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2833950.000000 Penalty: 4953.803223
	Iteration 37Q: 3 clusters Score -2833950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2833961.000000 Penalty: 4953.803223
	Iteration 38Q: 3 clusters Score -2833961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2833960.250000 Penalty: 4953.803223
	Iteration 39Q: 3 clusters Score -2833960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2833963.750000 Penalty: 4953.803223
	Iteration 40F: 3 clusters Score -2833964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2833966.000000 Penalty: 4953.803223
	Iteration 41Q: 3 clusters Score -2833966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2833963.750000 Penalty: 4953.803223
	Iteration 42Q: 3 clusters Score -2833964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2833965.000000 Penalty: 4953.803223
	Iteration 43Q: 3 clusters Score -2833965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2833966.750000 Penalty: 4953.803223
	Iteration 44Q: 3 clusters Score -2833967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2833969.250000 Penalty: 4953.803223
	Iteration 45Q: 3 clusters Score -2833969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2833968.500000 Penalty: 4953.803223
	Iteration 46Q: 3 clusters Score -2833968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2833968.750000 Penalty: 4953.803223
	Iteration 47Q: 3 clusters Score -2833969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2833967.000000 Penalty: 4953.803223
	Iteration 48Q: 3 clusters Score -2833967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2833975.750000 Penalty: 4953.803223
	Iteration 49Q: 3 clusters Score -2833976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2833969.750000 Penalty: 4953.803223
	Iteration 50Q: 3 clusters Score -2833970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2833972.750000 Penalty: 4953.803223
	Iteration 51Q: 3 clusters Score -2833973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2833965.250000 Penalty: 4953.803223
	Iteration 52Q: 3 clusters Score -2833965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2833971.000000 Penalty: 4953.803223
	Iteration 53Q: 3 clusters Score -2833971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2833971.500000 Penalty: 4953.803223
	Iteration 54Q: 3 clusters Score -2833972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2833970.000000 Penalty: 4953.803223
	Iteration 55Q: 3 clusters Score -2833970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2833979.500000 Penalty: 4953.803223
	Iteration 56Q: 3 clusters Score -2833980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2833979.250000 Penalty: 4953.803223
	Iteration 57Q: 3 clusters Score -2833979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2833979.500000 Penalty: 4953.803223
	Iteration 58Q: 3 clusters Score -2833980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2833981.000000 Penalty: 4953.803223
	Iteration 59Q: 3 clusters Score -2833981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2833980.000000 Penalty: 4953.803223
	Iteration 60F: 3 clusters Score -2833980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -580442.437500 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -580442.4 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 2545 members 
Entering Unmasked Estep 
Score: -576023.250000 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -576023.2 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -577334.437500 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -577334.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -577814.812500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -577814.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -578209.875000 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -578209.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -578534.750000 Penalty: 4226.210938
	Iteration 4F: 3 clusters Score -578534.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -578811.250000 Penalty: 4226.210938
	Iteration 5F: 3 clusters Score -578811.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -579067.375000 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -579067.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -579286.000000 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -579286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -579416.062500 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -579416.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -579522.000000 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -579522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -579582.937500 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -579582.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -579645.250000 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -579645.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -579695.562500 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -579695.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -579722.687500 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -579722.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -579749.000000 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -579749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -579771.812500 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -579771.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -579794.625000 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -579794.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -579812.562500 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -579812.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -579838.375000 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -579838.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -579870.437500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -579870.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -579897.750000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -579897.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -579936.750000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -579936.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -579978.375000 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -579978.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -580016.750000 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -580016.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -580066.750000 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -580066.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -580129.562500 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -580129.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -580171.437500 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -580171.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -580197.187500 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -580197.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -580219.562500 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -580219.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -580240.312500 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -580240.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -580264.437500 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -580264.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -580278.187500 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -580278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -580284.250000 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -580284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -580289.250000 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -580289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -580292.187500 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -580292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -580291.812500 Penalty: 4226.210938
	Iteration 35Q: 3 clusters Score -580291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -580293.937500 Penalty: 4226.210938
	Iteration 36Q: 3 clusters Score -580293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -580295.562500 Penalty: 4226.210938
	Iteration 37Q: 3 clusters Score -580295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -580294.625000 Penalty: 4226.210938
	Iteration 38Q: 3 clusters Score -580294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -580294.625000 Penalty: 4226.210938
	Iteration 39F: 3 clusters Score -580294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Entering Unmasked Estep 
Score: -1228816.500000 Penalty: 2265.392334
	Iteration 0F: 2 clusters Score -1228816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1221599.875000 Penalty: 4530.784668
	Iteration 0F: 3 clusters Score -1221600 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1223882.375000 Penalty: 4530.784668
	Iteration 1F: 3 clusters Score -1223882 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1224431.625000 Penalty: 4530.784668
	Iteration 2F: 3 clusters Score -1224432 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1224868.375000 Penalty: 4530.784668
	Iteration 3F: 3 clusters Score -1224868 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1225178.375000 Penalty: 4530.784668
	Iteration 4F: 3 clusters Score -1225178 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1225418.875000 Penalty: 4530.784668
	Iteration 5Q: 3 clusters Score -1225419 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1225662.125000 Penalty: 4530.784668
	Iteration 6Q: 3 clusters Score -1225662 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1225918.875000 Penalty: 4530.784668
	Iteration 7Q: 3 clusters Score -1225919 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1226193.000000 Penalty: 4530.784668
	Iteration 8Q: 3 clusters Score -1226193 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1226465.750000 Penalty: 4530.784668
	Iteration 9Q: 3 clusters Score -1226466 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1226742.625000 Penalty: 4530.784668
	Iteration 10Q: 3 clusters Score -1226743 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1227029.250000 Penalty: 4530.784668
	Iteration 11Q: 3 clusters Score -1227029 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1227287.250000 Penalty: 4530.784668
	Iteration 12Q: 3 clusters Score -1227287 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1227496.500000 Penalty: 4530.784668
	Iteration 13Q: 3 clusters Score -1227496 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1227685.250000 Penalty: 4530.784668
	Iteration 14Q: 3 clusters Score -1227685 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1227810.000000 Penalty: 4530.784668
	Iteration 15Q: 3 clusters Score -1227810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1227894.000000 Penalty: 4530.784668
	Iteration 16Q: 3 clusters Score -1227894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1227965.250000 Penalty: 4530.784668
	Iteration 17Q: 3 clusters Score -1227965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1228009.875000 Penalty: 4530.784668
	Iteration 18Q: 3 clusters Score -1228010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1228034.625000 Penalty: 4530.784668
	Iteration 19Q: 3 clusters Score -1228035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1228049.625000 Penalty: 4530.784668
	Iteration 20F: 3 clusters Score -1228050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1228060.375000 Penalty: 4530.784668
	Iteration 21Q: 3 clusters Score -1228060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1228069.125000 Penalty: 4530.784668
	Iteration 22Q: 3 clusters Score -1228069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1228079.875000 Penalty: 4530.784668
	Iteration 23Q: 3 clusters Score -1228080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1228082.625000 Penalty: 4530.784668
	Iteration 24Q: 3 clusters Score -1228083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1228086.375000 Penalty: 4530.784668
	Iteration 25Q: 3 clusters Score -1228086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1228091.375000 Penalty: 4530.784668
	Iteration 26Q: 3 clusters Score -1228091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1228095.375000 Penalty: 4530.784668
	Iteration 27Q: 3 clusters Score -1228095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1228100.250000 Penalty: 4530.784668
	Iteration 28Q: 3 clusters Score -1228100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1228103.500000 Penalty: 4530.784668
	Iteration 29Q: 3 clusters Score -1228104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1228103.500000 Penalty: 4530.784668
	Iteration 30F: 3 clusters Score -1228104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -2477991.750000 Penalty: 2434.805908
	Iteration 0F: 2 clusters Score -2477992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2464968.000000 Penalty: 4869.611816
	Iteration 0F: 3 clusters Score -2464968 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2469257.250000 Penalty: 4869.611816
	Iteration 1F: 3 clusters Score -2469257 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2469594.750000 Penalty: 4869.611816
	Iteration 2F: 3 clusters Score -2469595 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2469902.500000 Penalty: 4869.611816
	Iteration 3Q: 3 clusters Score -2469902 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2470228.500000 Penalty: 4869.611816
	Iteration 4Q: 3 clusters Score -2470228 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2470543.750000 Penalty: 4869.611816
	Iteration 5Q: 3 clusters Score -2470544 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2470924.750000 Penalty: 4869.611816
	Iteration 6Q: 3 clusters Score -2470925 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2471438.250000 Penalty: 4869.611816
	Iteration 7Q: 3 clusters Score -2471438 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2471992.500000 Penalty: 4869.611816
	Iteration 8Q: 3 clusters Score -2471992 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2472660.750000 Penalty: 4869.611816
	Iteration 9F: 3 clusters Score -2472661 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2473421.750000 Penalty: 4869.611816
	Iteration 10F: 3 clusters Score -2473422 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2474240.750000 Penalty: 4869.611816
	Iteration 11F: 3 clusters Score -2474241 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2474968.000000 Penalty: 4869.611816
	Iteration 12Q: 3 clusters Score -2474968 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2475520.750000 Penalty: 4869.611816
	Iteration 13Q: 3 clusters Score -2475521 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2475891.750000 Penalty: 4869.611816
	Iteration 14Q: 3 clusters Score -2475892 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2476159.750000 Penalty: 4869.611816
	Iteration 15Q: 3 clusters Score -2476160 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2476312.000000 Penalty: 4869.611816
	Iteration 16Q: 3 clusters Score -2476312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2476402.250000 Penalty: 4869.611816
	Iteration 17Q: 3 clusters Score -2476402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2476453.000000 Penalty: 4869.611816
	Iteration 18Q: 3 clusters Score -2476453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2476494.750000 Penalty: 4869.611816
	Iteration 19Q: 3 clusters Score -2476495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2476526.250000 Penalty: 4869.611816
	Iteration 20F: 3 clusters Score -2476526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2476552.000000 Penalty: 4869.611816
	Iteration 21Q: 3 clusters Score -2476552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2476570.750000 Penalty: 4869.611816
	Iteration 22Q: 3 clusters Score -2476571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2476575.250000 Penalty: 4869.611816
	Iteration 23Q: 3 clusters Score -2476575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2476590.500000 Penalty: 4869.611816
	Iteration 24Q: 3 clusters Score -2476590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2476595.500000 Penalty: 4869.611816
	Iteration 25Q: 3 clusters Score -2476596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2476597.000000 Penalty: 4869.611816
	Iteration 26Q: 3 clusters Score -2476597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2476600.750000 Penalty: 4869.611816
	Iteration 27Q: 3 clusters Score -2476601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2476602.500000 Penalty: 4869.611816
	Iteration 28Q: 3 clusters Score -2476602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2476604.500000 Penalty: 4869.611816
	Iteration 29Q: 3 clusters Score -2476604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2476605.750000 Penalty: 4869.611816
	Iteration 30Q: 3 clusters Score -2476606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2476604.750000 Penalty: 4869.611816
	Iteration 31Q: 3 clusters Score -2476605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2476602.500000 Penalty: 4869.611816
	Iteration 32Q: 3 clusters Score -2476602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2476602.500000 Penalty: 4869.611816
	Iteration 33F: 3 clusters Score -2476602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Entering Unmasked Estep 
Score: -10700229.000000 Penalty: 2799.217041
	Iteration 0F: 2 clusters Score -1.070023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -10646796.000000 Penalty: 5598.434082
	Iteration 0F: 3 clusters Score -1.06468e+07 nChanged 37408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -10667919.000000 Penalty: 5598.434082
	Iteration 1F: 3 clusters Score -1.066792e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -10668685.000000 Penalty: 5598.434082
	Iteration 2Q: 3 clusters Score -1.066868e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -10669421.000000 Penalty: 5598.434082
	Iteration 3Q: 3 clusters Score -1.066942e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -10670418.000000 Penalty: 5598.434082
	Iteration 4Q: 3 clusters Score -1.067042e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -10671528.000000 Penalty: 5598.434082
	Iteration 5Q: 3 clusters Score -1.067153e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10673183.000000 Penalty: 5598.434082
	Iteration 6Q: 3 clusters Score -1.067318e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -10675612.000000 Penalty: 5598.434082
	Iteration 7F: 3 clusters Score -1.067561e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -10679148.000000 Penalty: 5598.434082
	Iteration 8F: 3 clusters Score -1.067915e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -10683459.000000 Penalty: 5598.434082
	Iteration 9F: 3 clusters Score -1.068346e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -10686436.000000 Penalty: 5598.434082
	Iteration 10F: 3 clusters Score -1.068644e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -10687709.000000 Penalty: 5598.434082
	Iteration 11Q: 3 clusters Score -1.068771e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -10688314.000000 Penalty: 5598.434082
	Iteration 12Q: 3 clusters Score -1.068831e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -10688830.000000 Penalty: 5598.434082
	Iteration 13Q: 3 clusters Score -1.068883e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -10689227.000000 Penalty: 5598.434082
	Iteration 14Q: 3 clusters Score -1.068923e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -10689584.000000 Penalty: 5598.434082
	Iteration 15Q: 3 clusters Score -1.068958e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -10690062.000000 Penalty: 5598.434082
	Iteration 16Q: 3 clusters Score -1.069006e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -10690430.000000 Penalty: 5598.434082
	Iteration 17Q: 3 clusters Score -1.069043e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -10690803.000000 Penalty: 5598.434082
	Iteration 18Q: 3 clusters Score -1.06908e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -10691145.000000 Penalty: 5598.434082
	Iteration 19Q: 3 clusters Score -1.069114e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -10691405.000000 Penalty: 5598.434082
	Iteration 20F: 3 clusters Score -1.06914e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -10691717.000000 Penalty: 5598.434082
	Iteration 21Q: 3 clusters Score -1.069172e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -10692058.000000 Penalty: 5598.434082
	Iteration 22Q: 3 clusters Score -1.069206e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -10692232.000000 Penalty: 5598.434082
	Iteration 23Q: 3 clusters Score -1.069223e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -10692476.000000 Penalty: 5598.434082
	Iteration 24Q: 3 clusters Score -1.069248e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -10692672.000000 Penalty: 5598.434082
	Iteration 25Q: 3 clusters Score -1.069267e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -10692956.000000 Penalty: 5598.434082
	Iteration 26Q: 3 clusters Score -1.069296e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -10693150.000000 Penalty: 5598.434082
	Iteration 27Q: 3 clusters Score -1.069315e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -10693407.000000 Penalty: 5598.434082
	Iteration 28Q: 3 clusters Score -1.069341e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -10693646.000000 Penalty: 5598.434082
	Iteration 29Q: 3 clusters Score -1.069365e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -10693859.000000 Penalty: 5598.434082
	Iteration 30Q: 3 clusters Score -1.069386e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -10694138.000000 Penalty: 5598.434082
	Iteration 31Q: 3 clusters Score -1.069414e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10694375.000000 Penalty: 5598.434082
	Iteration 32Q: 3 clusters Score -1.069438e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -10694541.000000 Penalty: 5598.434082
	Iteration 33Q: 3 clusters Score -1.069454e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -10694732.000000 Penalty: 5598.434082
	Iteration 34Q: 3 clusters Score -1.069473e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -10694953.000000 Penalty: 5598.434082
	Iteration 35Q: 3 clusters Score -1.069495e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -10695180.000000 Penalty: 5598.434082
	Iteration 36Q: 3 clusters Score -1.069518e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -10695421.000000 Penalty: 5598.434082
	Iteration 37Q: 3 clusters Score -1.069542e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -10695584.000000 Penalty: 5598.434082
	Iteration 38Q: 3 clusters Score -1.069558e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -10695761.000000 Penalty: 5598.434082
	Iteration 39Q: 3 clusters Score -1.069576e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10696011.000000 Penalty: 5598.434082
	Iteration 40F: 3 clusters Score -1.069601e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10696185.000000 Penalty: 5598.434082
	Iteration 41Q: 3 clusters Score -1.069618e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10696356.000000 Penalty: 5598.434082
	Iteration 42Q: 3 clusters Score -1.069636e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -10696516.000000 Penalty: 5598.434082
	Iteration 43Q: 3 clusters Score -1.069652e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10696690.000000 Penalty: 5598.434082
	Iteration 44Q: 3 clusters Score -1.069669e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10696807.000000 Penalty: 5598.434082
	Iteration 45Q: 3 clusters Score -1.069681e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10696910.000000 Penalty: 5598.434082
	Iteration 46Q: 3 clusters Score -1.069691e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10697055.000000 Penalty: 5598.434082
	Iteration 47Q: 3 clusters Score -1.069706e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10697163.000000 Penalty: 5598.434082
	Iteration 48Q: 3 clusters Score -1.069716e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10697252.000000 Penalty: 5598.434082
	Iteration 49Q: 3 clusters Score -1.069725e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10697347.000000 Penalty: 5598.434082
	Iteration 50Q: 3 clusters Score -1.069735e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10697439.000000 Penalty: 5598.434082
	Iteration 51Q: 3 clusters Score -1.069744e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10697498.000000 Penalty: 5598.434082
	Iteration 52Q: 3 clusters Score -1.06975e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10697574.000000 Penalty: 5598.434082
	Iteration 53Q: 3 clusters Score -1.069757e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10697619.000000 Penalty: 5598.434082
	Iteration 54Q: 3 clusters Score -1.069762e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10697688.000000 Penalty: 5598.434082
	Iteration 55Q: 3 clusters Score -1.069769e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10697707.000000 Penalty: 5598.434082
	Iteration 56Q: 3 clusters Score -1.069771e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10697742.000000 Penalty: 5598.434082
	Iteration 57Q: 3 clusters Score -1.069774e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10697760.000000 Penalty: 5598.434082
	Iteration 58Q: 3 clusters Score -1.069776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10697799.000000 Penalty: 5598.434082
	Iteration 59Q: 3 clusters Score -1.06978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10697817.000000 Penalty: 5598.434082
	Iteration 60F: 3 clusters Score -1.069782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10697825.000000 Penalty: 5598.434082
	Iteration 61Q: 3 clusters Score -1.069782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10697844.000000 Penalty: 5598.434082
	Iteration 62Q: 3 clusters Score -1.069784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10697881.000000 Penalty: 5598.434082
	Iteration 63Q: 3 clusters Score -1.069788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10697884.000000 Penalty: 5598.434082
	Iteration 64Q: 3 clusters Score -1.069788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10697908.000000 Penalty: 5598.434082
	Iteration 65Q: 3 clusters Score -1.069791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10697918.000000 Penalty: 5598.434082
	Iteration 66Q: 3 clusters Score -1.069792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10697946.000000 Penalty: 5598.434082
	Iteration 67Q: 3 clusters Score -1.069795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10697953.000000 Penalty: 5598.434082
	Iteration 68Q: 3 clusters Score -1.069795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10697948.000000 Penalty: 5598.434082
	Iteration 69Q: 3 clusters Score -1.069795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10697947.000000 Penalty: 5598.434082
	Iteration 70Q: 3 clusters Score -1.069795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10697943.000000 Penalty: 5598.434082
	Iteration 71Q: 3 clusters Score -1.069794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10697949.000000 Penalty: 5598.434082
	Iteration 72Q: 3 clusters Score -1.069795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10697959.000000 Penalty: 5598.434082
	Iteration 73Q: 3 clusters Score -1.069796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10697957.000000 Penalty: 5598.434082
	Iteration 74Q: 3 clusters Score -1.069796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10697958.000000 Penalty: 5598.434082
	Iteration 75Q: 3 clusters Score -1.069796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10697958.000000 Penalty: 5598.434082
	Iteration 76Q: 3 clusters Score -1.069796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10697958.000000 Penalty: 5598.434082
	Iteration 77F: 3 clusters Score -1.069796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1224702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1217394.000000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1217394 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1219460.875000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1219461 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1219878.375000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1219878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1220241.500000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1220242 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1220628.125000 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -1220628 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1220989.875000 Penalty: 4536.687988
	Iteration 5F: 3 clusters Score -1220990 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1221365.375000 Penalty: 4536.687988
	Iteration 6F: 3 clusters Score -1221365 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1221788.875000 Penalty: 4536.687988
	Iteration 7F: 3 clusters Score -1221789 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1222236.375000 Penalty: 4536.687988
	Iteration 8F: 3 clusters Score -1222236 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1222701.375000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1222701 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1223136.625000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1223137 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1223378.000000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1223378 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1223486.375000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1223486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1223524.250000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1223524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1223539.750000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1223540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1223550.125000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1223550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1223563.750000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1223564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1223570.000000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1223570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1223571.500000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1223572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1223572.250000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1223572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1223573.000000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1223573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228312 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128200 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18357 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 439Q: 34 clusters Score -1.811269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128199 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126944.000000 Penalty: 115847.835938
Iteration 440F: 34 clusters Score -1.811269e+08 nChanged 0
Entering ConstructFrom: 
Score: -181126944.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -915611.500000 Penalty: 2218.280762
	Iteration 0F: 2 clusters Score -915611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -909445.812500 Penalty: 4436.561523
	Iteration 0F: 3 clusters Score -909445.8 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -911235.562500 Penalty: 4436.561523
	Iteration 1F: 3 clusters Score -911235.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -911607.187500 Penalty: 4436.561523
	Iteration 2F: 3 clusters Score -911607.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -911950.500000 Penalty: 4436.561523
	Iteration 3F: 3 clusters Score -911950.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -912220.000000 Penalty: 4436.561523
	Iteration 4F: 3 clusters Score -912220 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -912425.500000 Penalty: 4436.561523
	Iteration 5Q: 3 clusters Score -912425.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -912580.750000 Penalty: 4436.561523
	Iteration 6Q: 3 clusters Score -912580.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -912701.187500 Penalty: 4436.561523
	Iteration 7Q: 3 clusters Score -912701.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -912802.250000 Penalty: 4436.561523
	Iteration 8Q: 3 clusters Score -912802.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -912886.500000 Penalty: 4436.561523
	Iteration 9Q: 3 clusters Score -912886.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -912977.187500 Penalty: 4436.561523
	Iteration 10Q: 3 clusters Score -912977.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -913059.562500 Penalty: 4436.561523
	Iteration 11Q: 3 clusters Score -913059.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -913147.437500 Penalty: 4436.561523
	Iteration 12Q: 3 clusters Score -913147.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -913240.000000 Penalty: 4436.561523
	Iteration 13Q: 3 clusters Score -913240 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -913333.750000 Penalty: 4436.561523
	Iteration 14Q: 3 clusters Score -913333.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -913397.875000 Penalty: 4436.561523
	Iteration 15Q: 3 clusters Score -913397.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -913463.437500 Penalty: 4436.561523
	Iteration 16Q: 3 clusters Score -913463.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -913522.125000 Penalty: 4436.561523
	Iteration 17Q: 3 clusters Score -913522.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -913569.375000 Penalty: 4436.561523
	Iteration 18Q: 3 clusters Score -913569.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -913609.000000 Penalty: 4436.561523
	Iteration 19Q: 3 clusters Score -913609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -913655.437500 Penalty: 4436.561523
	Iteration 20F: 3 clusters Score -913655.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -913701.312500 Penalty: 4436.561523
	Iteration 21Q: 3 clusters Score -913701.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -913751.125000 Penalty: 4436.561523
	Iteration 22Q: 3 clusters Score -913751.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -913795.312500 Penalty: 4436.561523
	Iteration 23Q: 3 clusters Score -913795.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -913822.125000 Penalty: 4436.561523
	Iteration 24Q: 3 clusters Score -913822.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -913844.437500 Penalty: 4436.561523
	Iteration 25Q: 3 clusters Score -913844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -913862.562500 Penalty: 4436.561523
	Iteration 26Q: 3 clusters Score -913862.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -913888.312500 Penalty: 4436.561523
	Iteration 27Q: 3 clusters Score -913888.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -913909.500000 Penalty: 4436.561523
	Iteration 28Q: 3 clusters Score -913909.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -913938.125000 Penalty: 4436.561523
	Iteration 29Q: 3 clusters Score -913938.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -913970.437500 Penalty: 4436.561523
	Iteration 30Q: 3 clusters Score -913970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -914000.687500 Penalty: 4436.561523
	Iteration 31Q: 3 clusters Score -914000.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -914017.000000 Penalty: 4436.561523
	Iteration 32Q: 3 clusters Score -914017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -914039.812500 Penalty: 4436.561523
	Iteration 33Q: 3 clusters Score -914039.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -914056.625000 Penalty: 4436.561523
	Iteration 34Q: 3 clusters Score -914056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -914067.187500 Penalty: 4436.561523
	Iteration 35Q: 3 clusters Score -914067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -914075.000000 Penalty: 4436.561523
	Iteration 36Q: 3 clusters Score -914075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -914081.375000 Penalty: 4436.561523
	Iteration 37Q: 3 clusters Score -914081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -914086.687500 Penalty: 4436.561523
	Iteration 38Q: 3 clusters Score -914086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -914090.000000 Penalty: 4436.561523
	Iteration 39Q: 3 clusters Score -914090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -914092.812500 Penalty: 4436.561523
	Iteration 40F: 3 clusters Score -914092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -914094.375000 Penalty: 4436.561523
	Iteration 41Q: 3 clusters Score -914094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -914096.187500 Penalty: 4436.561523
	Iteration 42Q: 3 clusters Score -914096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -914098.625000 Penalty: 4436.561523
	Iteration 43Q: 3 clusters Score -914098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -914099.875000 Penalty: 4436.561523
	Iteration 44Q: 3 clusters Score -914099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -914101.312500 Penalty: 4436.561523
	Iteration 45Q: 3 clusters Score -914101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -914100.250000 Penalty: 4436.561523
	Iteration 46Q: 3 clusters Score -914100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -914101.250000 Penalty: 4436.561523
	Iteration 47Q: 3 clusters Score -914101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -914102.250000 Penalty: 4436.561523
	Iteration 48Q: 3 clusters Score -914102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -914104.000000 Penalty: 4436.561523
	Iteration 49Q: 3 clusters Score -914104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -914105.062500 Penalty: 4436.561523
	Iteration 50Q: 3 clusters Score -914105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -914104.000000 Penalty: 4436.561523
	Iteration 51Q: 3 clusters Score -914104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -914106.625000 Penalty: 4436.561523
	Iteration 52Q: 3 clusters Score -914106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -914107.125000 Penalty: 4436.561523
	Iteration 53Q: 3 clusters Score -914107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -914105.312500 Penalty: 4436.561523
	Iteration 54Q: 3 clusters Score -914105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -914107.125000 Penalty: 4436.561523
	Iteration 55Q: 3 clusters Score -914107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -914111.625000 Penalty: 4436.561523
	Iteration 56Q: 3 clusters Score -914111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -914114.437500 Penalty: 4436.561523
	Iteration 57Q: 3 clusters Score -914114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -914115.000000 Penalty: 4436.561523
	Iteration 58Q: 3 clusters Score -914115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -914115.000000 Penalty: 4436.561523
	Iteration 59F: 3 clusters Score -914115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -1101205.375000 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -1101205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1094152.625000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -1094153 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1096327.625000 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -1096328 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1096932.375000 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -1096932 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1097538.750000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -1097539 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1098116.125000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -1098116 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1098586.875000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -1098587 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1098968.500000 Penalty: 4512.974121
	Iteration 6F: 3 clusters Score -1098968 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1099273.375000 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -1099273 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1099609.500000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -1099610 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1099979.000000 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -1099979 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1100242.000000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -1100242 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1100395.500000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -1100396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1100489.125000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -1100489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1100562.250000 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -1100562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1100603.875000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -1100604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1100635.375000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -1100635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1100659.375000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -1100659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1100681.000000 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -1100681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1100703.625000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -1100704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1100718.000000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -1100718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1100727.875000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -1100728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1100738.125000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -1100738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1100746.500000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -1100746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1100760.500000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -1100760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1100772.375000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -1100772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1100779.250000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -1100779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1100788.125000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -1100788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1100797.000000 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -1100797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1100801.500000 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -1100802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1100809.875000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -1100810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1100812.500000 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -1100812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1100818.375000 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -1100818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1100823.625000 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -1100824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1100828.000000 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -1100828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1100832.625000 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -1100833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1100836.250000 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -1100836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1100842.375000 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -1100842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1100844.750000 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -1100845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1100848.000000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -1100848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1100848.875000 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -1100849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1100853.750000 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -1100854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1100855.125000 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -1100855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1100859.750000 Penalty: 4512.974121
	Iteration 42Q: 3 clusters Score -1100860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1100867.125000 Penalty: 4512.974121
	Iteration 43Q: 3 clusters Score -1100867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1100871.250000 Penalty: 4512.974121
	Iteration 44Q: 3 clusters Score -1100871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1100873.500000 Penalty: 4512.974121
	Iteration 45Q: 3 clusters Score -1100874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1100888.000000 Penalty: 4512.974121
	Iteration 46Q: 3 clusters Score -1100888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1100899.500000 Penalty: 4512.974121
	Iteration 47Q: 3 clusters Score -1100900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1100906.750000 Penalty: 4512.974121
	Iteration 48Q: 3 clusters Score -1100907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1100913.125000 Penalty: 4512.974121
	Iteration 49Q: 3 clusters Score -1100913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1100920.875000 Penalty: 4512.974121
	Iteration 50Q: 3 clusters Score -1100921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1100926.625000 Penalty: 4512.974121
	Iteration 51Q: 3 clusters Score -1100927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1100930.500000 Penalty: 4512.974121
	Iteration 52Q: 3 clusters Score -1100930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1100932.250000 Penalty: 4512.974121
	Iteration 53Q: 3 clusters Score -1100932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1100934.000000 Penalty: 4512.974121
	Iteration 54Q: 3 clusters Score -1100934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1100938.250000 Penalty: 4512.974121
	Iteration 55Q: 3 clusters Score -1100938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1100945.500000 Penalty: 4512.974121
	Iteration 56Q: 3 clusters Score -1100946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1100948.500000 Penalty: 4512.974121
	Iteration 57Q: 3 clusters Score -1100948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1100949.625000 Penalty: 4512.974121
	Iteration 58Q: 3 clusters Score -1100950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1100954.625000 Penalty: 4512.974121
	Iteration 59Q: 3 clusters Score -1100955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1100957.625000 Penalty: 4512.974121
	Iteration 60F: 3 clusters Score -1100958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1100968.000000 Penalty: 4512.974121
	Iteration 61Q: 3 clusters Score -1100968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1100977.250000 Penalty: 4512.974121
	Iteration 62Q: 3 clusters Score -1100977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1100984.250000 Penalty: 4512.974121
	Iteration 63Q: 3 clusters Score -1100984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1100989.875000 Penalty: 4512.974121
	Iteration 64Q: 3 clusters Score -1100990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1100996.750000 Penalty: 4512.974121
	Iteration 65Q: 3 clusters Score -1100997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1101002.625000 Penalty: 4512.974121
	Iteration 66Q: 3 clusters Score -1101003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1101005.750000 Penalty: 4512.974121
	Iteration 67Q: 3 clusters Score -1101006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1101011.500000 Penalty: 4512.974121
	Iteration 68Q: 3 clusters Score -1101012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1101014.750000 Penalty: 4512.974121
	Iteration 69Q: 3 clusters Score -1101015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1101021.125000 Penalty: 4512.974121
	Iteration 70Q: 3 clusters Score -1101021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1101026.625000 Penalty: 4512.974121
	Iteration 71Q: 3 clusters Score -1101027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1101031.250000 Penalty: 4512.974121
	Iteration 72Q: 3 clusters Score -1101031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1101033.750000 Penalty: 4512.974121
	Iteration 73Q: 3 clusters Score -1101034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1101036.250000 Penalty: 4512.974121
	Iteration 74Q: 3 clusters Score -1101036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1101036.875000 Penalty: 4512.974121
	Iteration 75Q: 3 clusters Score -1101037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1101039.875000 Penalty: 4512.974121
	Iteration 76Q: 3 clusters Score -1101040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1101044.000000 Penalty: 4512.974121
	Iteration 77Q: 3 clusters Score -1101044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1101044.125000 Penalty: 4512.974121
	Iteration 78Q: 3 clusters Score -1101044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1101051.375000 Penalty: 4512.974121
	Iteration 79Q: 3 clusters Score -1101051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1101053.125000 Penalty: 4512.974121
	Iteration 80F: 3 clusters Score -1101053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1101056.500000 Penalty: 4512.974121
	Iteration 81Q: 3 clusters Score -1101056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1101061.750000 Penalty: 4512.974121
	Iteration 82Q: 3 clusters Score -1101062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1101063.250000 Penalty: 4512.974121
	Iteration 83Q: 3 clusters Score -1101063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1101065.250000 Penalty: 4512.974121
	Iteration 84Q: 3 clusters Score -1101065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1101064.500000 Penalty: 4512.974121
	Iteration 85Q: 3 clusters Score -1101064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1101064.750000 Penalty: 4512.974121
	Iteration 86Q: 3 clusters Score -1101065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1101064.625000 Penalty: 4512.974121
	Iteration 87Q: 3 clusters Score -1101065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1101064.750000 Penalty: 4512.974121
	Iteration 88Q: 3 clusters Score -1101065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1101070.500000 Penalty: 4512.974121
	Iteration 89Q: 3 clusters Score -1101070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1101071.000000 Penalty: 4512.974121
	Iteration 90Q: 3 clusters Score -1101071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1101071.375000 Penalty: 4512.974121
	Iteration 91Q: 3 clusters Score -1101071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1101073.750000 Penalty: 4512.974121
	Iteration 92Q: 3 clusters Score -1101074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1101073.500000 Penalty: 4512.974121
	Iteration 93Q: 3 clusters Score -1101074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1101073.625000 Penalty: 4512.974121
	Iteration 94Q: 3 clusters Score -1101074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1101071.750000 Penalty: 4512.974121
	Iteration 95Q: 3 clusters Score -1101072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1101073.750000 Penalty: 4512.974121
	Iteration 96Q: 3 clusters Score -1101074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1101073.625000 Penalty: 4512.974121
	Iteration 97Q: 3 clusters Score -1101074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1101073.625000 Penalty: 4512.974121
	Iteration 98F: 3 clusters Score -1101074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Entering Unmasked Estep 
Score: -2649442.000000 Penalty: 2451.143311
	Iteration 0F: 2 clusters Score -2649442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2635758.000000 Penalty: 4902.286621
	Iteration 0F: 3 clusters Score -2635758 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2640359.500000 Penalty: 4902.286621
	Iteration 1F: 3 clusters Score -2640360 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2640756.500000 Penalty: 4902.286621
	Iteration 2F: 3 clusters Score -2640756 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2641090.250000 Penalty: 4902.286621
	Iteration 3Q: 3 clusters Score -2641090 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2641405.750000 Penalty: 4902.286621
	Iteration 4Q: 3 clusters Score -2641406 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2641707.250000 Penalty: 4902.286621
	Iteration 5Q: 3 clusters Score -2641707 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2642028.500000 Penalty: 4902.286621
	Iteration 6Q: 3 clusters Score -2642028 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2642347.500000 Penalty: 4902.286621
	Iteration 7Q: 3 clusters Score -2642348 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2642714.000000 Penalty: 4902.286621
	Iteration 8Q: 3 clusters Score -2642714 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2643070.250000 Penalty: 4902.286621
	Iteration 9Q: 3 clusters Score -2643070 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2643399.250000 Penalty: 4902.286621
	Iteration 10Q: 3 clusters Score -2643399 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2643682.250000 Penalty: 4902.286621
	Iteration 11Q: 3 clusters Score -2643682 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2643940.500000 Penalty: 4902.286621
	Iteration 12Q: 3 clusters Score -2643940 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2644130.750000 Penalty: 4902.286621
	Iteration 13Q: 3 clusters Score -2644131 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2644285.750000 Penalty: 4902.286621
	Iteration 14Q: 3 clusters Score -2644286 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2644405.750000 Penalty: 4902.286621
	Iteration 15Q: 3 clusters Score -2644406 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2644523.250000 Penalty: 4902.286621
	Iteration 16Q: 3 clusters Score -2644523 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2644633.000000 Penalty: 4902.286621
	Iteration 17Q: 3 clusters Score -2644633 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2644724.000000 Penalty: 4902.286621
	Iteration 18Q: 3 clusters Score -2644724 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2644834.250000 Penalty: 4902.286621
	Iteration 19Q: 3 clusters Score -2644834 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2644915.750000 Penalty: 4902.286621
	Iteration 20F: 3 clusters Score -2644916 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2644992.750000 Penalty: 4902.286621
	Iteration 21Q: 3 clusters Score -2644993 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2645084.500000 Penalty: 4902.286621
	Iteration 22Q: 3 clusters Score -2645084 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2645164.500000 Penalty: 4902.286621
	Iteration 23Q: 3 clusters Score -2645164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2645249.000000 Penalty: 4902.286621
	Iteration 24Q: 3 clusters Score -2645249 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2645304.000000 Penalty: 4902.286621
	Iteration 25Q: 3 clusters Score -2645304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2645352.000000 Penalty: 4902.286621
	Iteration 26Q: 3 clusters Score -2645352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2645390.000000 Penalty: 4902.286621
	Iteration 27Q: 3 clusters Score -2645390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2645430.750000 Penalty: 4902.286621
	Iteration 28Q: 3 clusters Score -2645431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2645463.500000 Penalty: 4902.286621
	Iteration 29Q: 3 clusters Score -2645464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2645468.250000 Penalty: 4902.286621
	Iteration 30Q: 3 clusters Score -2645468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2645483.250000 Penalty: 4902.286621
	Iteration 31Q: 3 clusters Score -2645483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2645506.500000 Penalty: 4902.286621
	Iteration 32Q: 3 clusters Score -2645506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2645521.750000 Penalty: 4902.286621
	Iteration 33Q: 3 clusters Score -2645522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2645536.500000 Penalty: 4902.286621
	Iteration 34Q: 3 clusters Score -2645536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2645542.750000 Penalty: 4902.286621
	Iteration 35Q: 3 clusters Score -2645543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2645561.500000 Penalty: 4902.286621
	Iteration 36Q: 3 clusters Score -2645562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2645578.500000 Penalty: 4902.286621
	Iteration 37Q: 3 clusters Score -2645578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2645594.250000 Penalty: 4902.286621
	Iteration 38Q: 3 clusters Score -2645594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2645602.000000 Penalty: 4902.286621
	Iteration 39Q: 3 clusters Score -2645602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2645619.500000 Penalty: 4902.286621
	Iteration 40F: 3 clusters Score -2645620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2645637.750000 Penalty: 4902.286621
	Iteration 41Q: 3 clusters Score -2645638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2645643.500000 Penalty: 4902.286621
	Iteration 42Q: 3 clusters Score -2645644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2645658.250000 Penalty: 4902.286621
	Iteration 43Q: 3 clusters Score -2645658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2645663.500000 Penalty: 4902.286621
	Iteration 44Q: 3 clusters Score -2645664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2645670.500000 Penalty: 4902.286621
	Iteration 45Q: 3 clusters Score -2645670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2645685.750000 Penalty: 4902.286621
	Iteration 46Q: 3 clusters Score -2645686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2645714.250000 Penalty: 4902.286621
	Iteration 47Q: 3 clusters Score -2645714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2645725.750000 Penalty: 4902.286621
	Iteration 48Q: 3 clusters Score -2645726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2645738.250000 Penalty: 4902.286621
	Iteration 49Q: 3 clusters Score -2645738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2645762.000000 Penalty: 4902.286621
	Iteration 50Q: 3 clusters Score -2645762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2645766.000000 Penalty: 4902.286621
	Iteration 51Q: 3 clusters Score -2645766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2645781.250000 Penalty: 4902.286621
	Iteration 52Q: 3 clusters Score -2645781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2645800.500000 Penalty: 4902.286621
	Iteration 53Q: 3 clusters Score -2645800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2645807.250000 Penalty: 4902.286621
	Iteration 54Q: 3 clusters Score -2645807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2645830.250000 Penalty: 4902.286621
	Iteration 55Q: 3 clusters Score -2645830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2645838.500000 Penalty: 4902.286621
	Iteration 56Q: 3 clusters Score -2645838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2645854.250000 Penalty: 4902.286621
	Iteration 57Q: 3 clusters Score -2645854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2645876.250000 Penalty: 4902.286621
	Iteration 58Q: 3 clusters Score -2645876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2645896.500000 Penalty: 4902.286621
	Iteration 59Q: 3 clusters Score -2645896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2645912.250000 Penalty: 4902.286621
	Iteration 60F: 3 clusters Score -2645912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2645932.000000 Penalty: 4902.286621
	Iteration 61Q: 3 clusters Score -2645932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2645946.000000 Penalty: 4902.286621
	Iteration 62Q: 3 clusters Score -2645946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2645975.500000 Penalty: 4902.286621
	Iteration 63Q: 3 clusters Score -2645976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2645996.000000 Penalty: 4902.286621
	Iteration 64Q: 3 clusters Score -2645996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2646020.500000 Penalty: 4902.286621
	Iteration 65Q: 3 clusters Score -2646020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2646030.000000 Penalty: 4902.286621
	Iteration 66Q: 3 clusters Score -2646030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2646050.750000 Penalty: 4902.286621
	Iteration 67Q: 3 clusters Score -2646051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2646067.000000 Penalty: 4902.286621
	Iteration 68Q: 3 clusters Score -2646067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2646095.750000 Penalty: 4902.286621
	Iteration 69Q: 3 clusters Score -2646096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2646120.250000 Penalty: 4902.286621
	Iteration 70Q: 3 clusters Score -2646120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2646145.250000 Penalty: 4902.286621
	Iteration 71Q: 3 clusters Score -2646145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2646169.250000 Penalty: 4902.286621
	Iteration 72Q: 3 clusters Score -2646169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2646198.750000 Penalty: 4902.286621
	Iteration 73Q: 3 clusters Score -2646199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2646220.000000 Penalty: 4902.286621
	Iteration 74Q: 3 clusters Score -2646220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2646248.000000 Penalty: 4902.286621
	Iteration 75Q: 3 clusters Score -2646248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2646282.500000 Penalty: 4902.286621
	Iteration 76Q: 3 clusters Score -2646282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2646322.250000 Penalty: 4902.286621
	Iteration 77Q: 3 clusters Score -2646322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2646367.000000 Penalty: 4902.286621
	Iteration 78Q: 3 clusters Score -2646367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2646417.500000 Penalty: 4902.286621
	Iteration 79Q: 3 clusters Score -2646418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2646465.250000 Penalty: 4902.286621
	Iteration 80F: 3 clusters Score -2646465 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2646507.250000 Penalty: 4902.286621
	Iteration 81Q: 3 clusters Score -2646507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2646561.500000 Penalty: 4902.286621
	Iteration 82Q: 3 clusters Score -2646562 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2646608.750000 Penalty: 4902.286621
	Iteration 83Q: 3 clusters Score -2646609 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2646672.000000 Penalty: 4902.286621
	Iteration 84Q: 3 clusters Score -2646672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2646718.750000 Penalty: 4902.286621
	Iteration 85Q: 3 clusters Score -2646719 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2646755.250000 Penalty: 4902.286621
	Iteration 86Q: 3 clusters Score -2646755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2646813.500000 Penalty: 4902.286621
	Iteration 87Q: 3 clusters Score -2646814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2646866.000000 Penalty: 4902.286621
	Iteration 88Q: 3 clusters Score -2646866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2646922.000000 Penalty: 4902.286621
	Iteration 89Q: 3 clusters Score -2646922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2646964.500000 Penalty: 4902.286621
	Iteration 90Q: 3 clusters Score -2646964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2646993.500000 Penalty: 4902.286621
	Iteration 91Q: 3 clusters Score -2646994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2647023.750000 Penalty: 4902.286621
	Iteration 92Q: 3 clusters Score -2647024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2647046.500000 Penalty: 4902.286621
	Iteration 93Q: 3 clusters Score -2647046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2647077.500000 Penalty: 4902.286621
	Iteration 94Q: 3 clusters Score -2647078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2647106.750000 Penalty: 4902.286621
	Iteration 95Q: 3 clusters Score -2647107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2647143.750000 Penalty: 4902.286621
	Iteration 96Q: 3 clusters Score -2647144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2647172.250000 Penalty: 4902.286621
	Iteration 97Q: 3 clusters Score -2647172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2647200.500000 Penalty: 4902.286621
	Iteration 98Q: 3 clusters Score -2647200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2647226.500000 Penalty: 4902.286621
	Iteration 99Q: 3 clusters Score -2647226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2647245.250000 Penalty: 4902.286621
	Iteration 100F: 3 clusters Score -2647245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2647259.500000 Penalty: 4902.286621
	Iteration 101Q: 3 clusters Score -2647260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2647270.250000 Penalty: 4902.286621
	Iteration 102Q: 3 clusters Score -2647270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2647277.750000 Penalty: 4902.286621
	Iteration 103Q: 3 clusters Score -2647278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2647285.750000 Penalty: 4902.286621
	Iteration 104Q: 3 clusters Score -2647286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2647285.000000 Penalty: 4902.286621
	Iteration 105Q: 3 clusters Score -2647285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2647283.750000 Penalty: 4902.286621
	Iteration 106Q: 3 clusters Score -2647284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2647293.750000 Penalty: 4902.286621
	Iteration 107Q: 3 clusters Score -2647294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2647301.500000 Penalty: 4902.286621
	Iteration 108Q: 3 clusters Score -2647302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2647303.750000 Penalty: 4902.286621
	Iteration 109Q: 3 clusters Score -2647304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2647308.500000 Penalty: 4902.286621
	Iteration 110Q: 3 clusters Score -2647308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2647314.000000 Penalty: 4902.286621
	Iteration 111Q: 3 clusters Score -2647314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2647319.000000 Penalty: 4902.286621
	Iteration 112Q: 3 clusters Score -2647319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2647325.500000 Penalty: 4902.286621
	Iteration 113Q: 3 clusters Score -2647326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2647327.750000 Penalty: 4902.286621
	Iteration 114Q: 3 clusters Score -2647328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2647328.250000 Penalty: 4902.286621
	Iteration 115Q: 3 clusters Score -2647328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2647331.500000 Penalty: 4902.286621
	Iteration 116Q: 3 clusters Score -2647332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2647337.000000 Penalty: 4902.286621
	Iteration 117Q: 3 clusters Score -2647337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2647344.750000 Penalty: 4902.286621
	Iteration 118Q: 3 clusters Score -2647345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2647348.250000 Penalty: 4902.286621
	Iteration 119Q: 3 clusters Score -2647348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2647351.500000 Penalty: 4902.286621
	Iteration 120F: 3 clusters Score -2647352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2647360.250000 Penalty: 4902.286621
	Iteration 121Q: 3 clusters Score -2647360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2647365.000000 Penalty: 4902.286621
	Iteration 122Q: 3 clusters Score -2647365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2647365.750000 Penalty: 4902.286621
	Iteration 123Q: 3 clusters Score -2647366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2647379.000000 Penalty: 4902.286621
	Iteration 124Q: 3 clusters Score -2647379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2647378.000000 Penalty: 4902.286621
	Iteration 125Q: 3 clusters Score -2647378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2647382.500000 Penalty: 4902.286621
	Iteration 126Q: 3 clusters Score -2647382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2647380.250000 Penalty: 4902.286621
	Iteration 127Q: 3 clusters Score -2647380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2647386.750000 Penalty: 4902.286621
	Iteration 128Q: 3 clusters Score -2647387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2647385.750000 Penalty: 4902.286621
	Iteration 129Q: 3 clusters Score -2647386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2647387.750000 Penalty: 4902.286621
	Iteration 130Q: 3 clusters Score -2647388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2647388.500000 Penalty: 4902.286621
	Iteration 131Q: 3 clusters Score -2647388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2647395.500000 Penalty: 4902.286621
	Iteration 132Q: 3 clusters Score -2647396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2647395.500000 Penalty: 4902.286621
	Iteration 133Q: 3 clusters Score -2647396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2647396.500000 Penalty: 4902.286621
	Iteration 134Q: 3 clusters Score -2647396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2647394.500000 Penalty: 4902.286621
	Iteration 135Q: 3 clusters Score -2647394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2647398.000000 Penalty: 4902.286621
	Iteration 136Q: 3 clusters Score -2647398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2647396.250000 Penalty: 4902.286621
	Iteration 137Q: 3 clusters Score -2647396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2647398.250000 Penalty: 4902.286621
	Iteration 138Q: 3 clusters Score -2647398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2647397.500000 Penalty: 4902.286621
	Iteration 139Q: 3 clusters Score -2647398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2647397.750000 Penalty: 4902.286621
	Iteration 140F: 3 clusters Score -2647398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -598512.812500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -598512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594132.187500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -594132.2 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -595219.125000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -595219.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -595468.625000 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -595468.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -595619.375000 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -595619.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -595718.812500 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -595718.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -595797.125000 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -595797.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -595853.875000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -595853.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -595904.625000 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -595904.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -595948.437500 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -595948.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -595984.625000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -595984.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -596017.750000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -596017.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -596053.625000 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -596053.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -596093.750000 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -596093.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -596133.312500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -596133.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -596169.687500 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -596169.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -596210.437500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -596210.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -596253.437500 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -596253.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -596302.812500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -596302.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -596348.375000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -596348.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -596391.750000 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -596391.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -596449.625000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -596449.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -596509.000000 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -596509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -596594.687500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -596594.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -596675.750000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -596675.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -596749.812500 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -596749.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -596825.437500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -596825.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -596890.437500 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -596890.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -596968.562500 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -596968.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -597024.937500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -597024.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -597065.250000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -597065.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -597087.562500 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -597087.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -597107.562500 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -597107.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -597119.750000 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -597119.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -597131.562500 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -597131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -597141.187500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -597141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -597144.875000 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -597144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -597145.937500 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -597145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -597147.312500 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -597147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -597148.500000 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -597148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -597148.500000 Penalty: 4203.556152
	Iteration 39F: 3 clusters Score -597148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Entering Unmasked Estep 
Score: -16751451.000000 Penalty: 2915.103760
	Iteration 0F: 2 clusters Score -1.675145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -16666674.000000 Penalty: 5830.207520
	Iteration 0F: 3 clusters Score -1.666667e+07 nChanged 60756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -16702528.000000 Penalty: 5830.207520
	Iteration 1F: 3 clusters Score -1.670253e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -16704047.000000 Penalty: 5830.207520
	Iteration 2Q: 3 clusters Score -1.670405e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -16706449.000000 Penalty: 5830.207520
	Iteration 3Q: 3 clusters Score -1.670645e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -16709705.000000 Penalty: 5830.207520
	Iteration 4F: 3 clusters Score -1.67097e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -16713171.000000 Penalty: 5830.207520
	Iteration 5F: 3 clusters Score -1.671317e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -16716488.000000 Penalty: 5830.207520
	Iteration 6F: 3 clusters Score -1.671649e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -16719127.000000 Penalty: 5830.207520
	Iteration 7F: 3 clusters Score -1.671913e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -16720635.000000 Penalty: 5830.207520
	Iteration 8Q: 3 clusters Score -1.672064e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -16721707.000000 Penalty: 5830.207520
	Iteration 9Q: 3 clusters Score -1.672171e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -16722628.000000 Penalty: 5830.207520
	Iteration 10Q: 3 clusters Score -1.672263e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -16723407.000000 Penalty: 5830.207520
	Iteration 11Q: 3 clusters Score -1.672341e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -16724207.000000 Penalty: 5830.207520
	Iteration 12Q: 3 clusters Score -1.672421e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -16725399.000000 Penalty: 5830.207520
	Iteration 13Q: 3 clusters Score -1.67254e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -16727141.000000 Penalty: 5830.207520
	Iteration 14Q: 3 clusters Score -1.672714e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -16729577.000000 Penalty: 5830.207520
	Iteration 15Q: 3 clusters Score -1.672958e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -16732934.000000 Penalty: 5830.207520
	Iteration 16Q: 3 clusters Score -1.673293e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -16737015.000000 Penalty: 5830.207520
	Iteration 17Q: 3 clusters Score -1.673702e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -16741063.000000 Penalty: 5830.207520
	Iteration 18Q: 3 clusters Score -1.674106e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -16744188.000000 Penalty: 5830.207520
	Iteration 19Q: 3 clusters Score -1.674419e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -16746114.000000 Penalty: 5830.207520
	Iteration 20F: 3 clusters Score -1.674611e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -16747319.000000 Penalty: 5830.207520
	Iteration 21Q: 3 clusters Score -1.674732e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16747971.000000 Penalty: 5830.207520
	Iteration 22Q: 3 clusters Score -1.674797e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16748290.000000 Penalty: 5830.207520
	Iteration 23Q: 3 clusters Score -1.674829e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16748528.000000 Penalty: 5830.207520
	Iteration 24Q: 3 clusters Score -1.674853e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16748639.000000 Penalty: 5830.207520
	Iteration 25Q: 3 clusters Score -1.674864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126589 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16748733.000000 Penalty: 5830.207520
	Iteration 26Q: 3 clusters Score -1.674873e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16748780.000000 Penalty: 5830.207520
	Iteration 27Q: 3 clusters Score -1.674878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16748805.000000 Penalty: 5830.207520
	Iteration 28Q: 3 clusters Score -1.67488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16748848.000000 Penalty: 5830.207520
	Iteration 29Q: 3 clusters Score -1.674885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16748848.000000 Penalty: 5830.207520
	Iteration 30Q: 3 clusters Score -1.674885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16748882.000000 Penalty: 5830.207520
	Iteration 31Q: 3 clusters Score -1.674888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16748884.000000 Penalty: 5830.207520
	Iteration 32Q: 3 clusters Score -1.674888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16748900.000000 Penalty: 5830.207520
	Iteration 33Q: 3 clusters Score -1.67489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126781 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16748903.000000 Penalty: 5830.207520
	Iteration 34Q: 3 clusters Score -1.67489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16748910.000000 Penalty: 5830.207520
	Iteration 35Q: 3 clusters Score -1.674891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16748925.000000 Penalty: 5830.207520
	Iteration 36Q: 3 clusters Score -1.674892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16748935.000000 Penalty: 5830.207520
	Iteration 37Q: 3 clusters Score -1.674894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16748926.000000 Penalty: 5830.207520
	Iteration 38Q: 3 clusters Score -1.674893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16748929.000000 Penalty: 5830.207520
	Iteration 39Q: 3 clusters Score -1.674893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16748927.000000 Penalty: 5830.207520
	Iteration 40F: 3 clusters Score -1.674893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16748934.000000 Penalty: 5830.207520
	Iteration 41Q: 3 clusters Score -1.674893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16748934.000000 Penalty: 5830.207520
	Iteration 42Q: 3 clusters Score -1.674893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16748940.000000 Penalty: 5830.207520
	Iteration 43Q: 3 clusters Score -1.674894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16748940.000000 Penalty: 5830.207520
	Iteration 44Q: 3 clusters Score -1.674894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16748953.000000 Penalty: 5830.207520
	Iteration 45Q: 3 clusters Score -1.674895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16748950.000000 Penalty: 5830.207520
	Iteration 46Q: 3 clusters Score -1.674895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16748967.000000 Penalty: 5830.207520
	Iteration 47Q: 3 clusters Score -1.674897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16748966.000000 Penalty: 5830.207520
	Iteration 48Q: 3 clusters Score -1.674897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16748971.000000 Penalty: 5830.207520
	Iteration 49Q: 3 clusters Score -1.674897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16748971.000000 Penalty: 5830.207520
	Iteration 50F: 3 clusters Score -1.674897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228311 members 
Entering Unmasked Estep 
Score: -30525276.000000 Penalty: 3059.938965
	Iteration 0F: 2 clusters Score -3.052528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -30386594.000000 Penalty: 6119.877930
	Iteration 0F: 3 clusters Score -3.038659e+07 nChanged 110318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119029 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -30453284.000000 Penalty: 6119.877930
	Iteration 1F: 3 clusters Score -3.045328e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -30455078.000000 Penalty: 6119.877930
	Iteration 2Q: 3 clusters Score -3.045508e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -30457724.000000 Penalty: 6119.877930
	Iteration 3Q: 3 clusters Score -3.045772e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -30461620.000000 Penalty: 6119.877930
	Iteration 4Q: 3 clusters Score -3.046162e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -30467694.000000 Penalty: 6119.877930
	Iteration 5F: 3 clusters Score -3.046769e+07 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -30476956.000000 Penalty: 6119.877930
	Iteration 6F: 3 clusters Score -3.047696e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175101 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -30489192.000000 Penalty: 6119.877930
	Iteration 7F: 3 clusters Score -3.048919e+07 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190420 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -30501416.000000 Penalty: 6119.877930
	Iteration 8F: 3 clusters Score -3.050142e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -30510566.000000 Penalty: 6119.877930
	Iteration 9F: 3 clusters Score -3.051057e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212945 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -30516364.000000 Penalty: 6119.877930
	Iteration 10Q: 3 clusters Score -3.051636e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -30519652.000000 Penalty: 6119.877930
	Iteration 11Q: 3 clusters Score -3.051965e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222489 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -30521432.000000 Penalty: 6119.877930
	Iteration 12Q: 3 clusters Score -3.052143e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224474 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -30522302.000000 Penalty: 6119.877930
	Iteration 13Q: 3 clusters Score -3.05223e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225574 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -30522860.000000 Penalty: 6119.877930
	Iteration 14Q: 3 clusters Score -3.052286e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226177 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -30523012.000000 Penalty: 6119.877930
	Iteration 15Q: 3 clusters Score -3.052301e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226518 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -30523220.000000 Penalty: 6119.877930
	Iteration 16Q: 3 clusters Score -3.052322e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226758 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -30523362.000000 Penalty: 6119.877930
	Iteration 17Q: 3 clusters Score -3.052336e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226910 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30523454.000000 Penalty: 6119.877930
	Iteration 18Q: 3 clusters Score -3.052345e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226993 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -30523496.000000 Penalty: 6119.877930
	Iteration 19Q: 3 clusters Score -3.05235e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227053 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -30523532.000000 Penalty: 6119.877930
	Iteration 20F: 3 clusters Score -3.052353e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -30523518.000000 Penalty: 6119.877930
	Iteration 21Q: 3 clusters Score -3.052352e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227133 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -30523498.000000 Penalty: 6119.877930
	Iteration 22Q: 3 clusters Score -3.05235e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227168 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -30523486.000000 Penalty: 6119.877930
	Iteration 23Q: 3 clusters Score -3.052349e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227194 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -30523508.000000 Penalty: 6119.877930
	Iteration 24Q: 3 clusters Score -3.052351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -30523516.000000 Penalty: 6119.877930
	Iteration 25Q: 3 clusters Score -3.052352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227227 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -30523528.000000 Penalty: 6119.877930
	Iteration 26Q: 3 clusters Score -3.052353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227245 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -30523494.000000 Penalty: 6119.877930
	Iteration 27Q: 3 clusters Score -3.052349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -30523532.000000 Penalty: 6119.877930
	Iteration 28Q: 3 clusters Score -3.052353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227257 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -30523546.000000 Penalty: 6119.877930
	Iteration 29Q: 3 clusters Score -3.052355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30523562.000000 Penalty: 6119.877930
	Iteration 30Q: 3 clusters Score -3.052356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227267 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -30523564.000000 Penalty: 6119.877930
	Iteration 31Q: 3 clusters Score -3.052356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227267 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -30523564.000000 Penalty: 6119.877930
	Iteration 32Q: 3 clusters Score -3.052356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227269 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30523584.000000 Penalty: 6119.877930
	Iteration 33Q: 3 clusters Score -3.052358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227272 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30523576.000000 Penalty: 6119.877930
	Iteration 34Q: 3 clusters Score -3.052358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227279 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -30523584.000000 Penalty: 6119.877930
	Iteration 35Q: 3 clusters Score -3.052358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227282 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -30523596.000000 Penalty: 6119.877930
	Iteration 36Q: 3 clusters Score -3.05236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227286 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30523602.000000 Penalty: 6119.877930
	Iteration 37Q: 3 clusters Score -3.05236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227287 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -30523598.000000 Penalty: 6119.877930
	Iteration 38Q: 3 clusters Score -3.05236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227286 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30523600.000000 Penalty: 6119.877930
	Iteration 39Q: 3 clusters Score -3.05236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227284 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -30523604.000000 Penalty: 6119.877930
	Iteration 40F: 3 clusters Score -3.05236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Entering Unmasked Estep 
Score: -8808744.000000 Penalty: 2754.469238
	Iteration 0F: 2 clusters Score -8808744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -8764118.000000 Penalty: 5508.938477
	Iteration 0F: 3 clusters Score -8764118 nChanged 31063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -8781728.000000 Penalty: 5508.938477
	Iteration 1F: 3 clusters Score -8781728 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -8782723.000000 Penalty: 5508.938477
	Iteration 2Q: 3 clusters Score -8782723 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -8783805.000000 Penalty: 5508.938477
	Iteration 3Q: 3 clusters Score -8783805 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -8784927.000000 Penalty: 5508.938477
	Iteration 4Q: 3 clusters Score -8784927 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -8786239.000000 Penalty: 5508.938477
	Iteration 5Q: 3 clusters Score -8786239 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8787686.000000 Penalty: 5508.938477
	Iteration 6Q: 3 clusters Score -8787686 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -8789437.000000 Penalty: 5508.938477
	Iteration 7Q: 3 clusters Score -8789437 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -8791585.000000 Penalty: 5508.938477
	Iteration 8F: 3 clusters Score -8791585 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -8793974.000000 Penalty: 5508.938477
	Iteration 9F: 3 clusters Score -8793974 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -8796203.000000 Penalty: 5508.938477
	Iteration 10F: 3 clusters Score -8796203 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -8797772.000000 Penalty: 5508.938477
	Iteration 11Q: 3 clusters Score -8797772 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -8798751.000000 Penalty: 5508.938477
	Iteration 12Q: 3 clusters Score -8798751 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -8799408.000000 Penalty: 5508.938477
	Iteration 13Q: 3 clusters Score -8799408 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -8799819.000000 Penalty: 5508.938477
	Iteration 14Q: 3 clusters Score -8799819 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -8800126.000000 Penalty: 5508.938477
	Iteration 15Q: 3 clusters Score -8800126 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -8800319.000000 Penalty: 5508.938477
	Iteration 16Q: 3 clusters Score -8800319 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -8800490.000000 Penalty: 5508.938477
	Iteration 17Q: 3 clusters Score -8800490 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -8800704.000000 Penalty: 5508.938477
	Iteration 18Q: 3 clusters Score -8800704 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -8800882.000000 Penalty: 5508.938477
	Iteration 19Q: 3 clusters Score -8800882 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -8801041.000000 Penalty: 5508.938477
	Iteration 20F: 3 clusters Score -8801041 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -8801233.000000 Penalty: 5508.938477
	Iteration 21Q: 3 clusters Score -8801233 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8801507.000000 Penalty: 5508.938477
	Iteration 22Q: 3 clusters Score -8801507 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8801852.000000 Penalty: 5508.938477
	Iteration 23Q: 3 clusters Score -8801852 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -8802275.000000 Penalty: 5508.938477
	Iteration 24Q: 3 clusters Score -8802275 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -8802924.000000 Penalty: 5508.938477
	Iteration 25Q: 3 clusters Score -8802924 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8803560.000000 Penalty: 5508.938477
	Iteration 26Q: 3 clusters Score -8803560 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -8804206.000000 Penalty: 5508.938477
	Iteration 27Q: 3 clusters Score -8804206 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -8804821.000000 Penalty: 5508.938477
	Iteration 28Q: 3 clusters Score -8804821 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -8805363.000000 Penalty: 5508.938477
	Iteration 29Q: 3 clusters Score -8805363 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8805865.000000 Penalty: 5508.938477
	Iteration 30Q: 3 clusters Score -8805865 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8806285.000000 Penalty: 5508.938477
	Iteration 31Q: 3 clusters Score -8806285 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -8806559.000000 Penalty: 5508.938477
	Iteration 32Q: 3 clusters Score -8806559 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8806764.000000 Penalty: 5508.938477
	Iteration 33Q: 3 clusters Score -8806764 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8806984.000000 Penalty: 5508.938477
	Iteration 34Q: 3 clusters Score -8806984 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8807108.000000 Penalty: 5508.938477
	Iteration 35Q: 3 clusters Score -8807108 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8807175.000000 Penalty: 5508.938477
	Iteration 36Q: 3 clusters Score -8807175 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8807269.000000 Penalty: 5508.938477
	Iteration 37Q: 3 clusters Score -8807269 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8807318.000000 Penalty: 5508.938477
	Iteration 38Q: 3 clusters Score -8807318 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8807354.000000 Penalty: 5508.938477
	Iteration 39Q: 3 clusters Score -8807354 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8807396.000000 Penalty: 5508.938477
	Iteration 40F: 3 clusters Score -8807396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -8807395.000000 Penalty: 5508.938477
	Iteration 41Q: 3 clusters Score -8807395 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8807413.000000 Penalty: 5508.938477
	Iteration 42Q: 3 clusters Score -8807413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8807439.000000 Penalty: 5508.938477
	Iteration 43Q: 3 clusters Score -8807439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -8807435.000000 Penalty: 5508.938477
	Iteration 44Q: 3 clusters Score -8807435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -8807427.000000 Penalty: 5508.938477
	Iteration 45Q: 3 clusters Score -8807427 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -8807427.000000 Penalty: 5508.938477
	Iteration 46Q: 3 clusters Score -8807427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -8807440.000000 Penalty: 5508.938477
	Iteration 47Q: 3 clusters Score -8807440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8807453.000000 Penalty: 5508.938477
	Iteration 48Q: 3 clusters Score -8807453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -8807433.000000 Penalty: 5508.938477
	Iteration 49Q: 3 clusters Score -8807433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8807434.000000 Penalty: 5508.938477
	Iteration 50Q: 3 clusters Score -8807434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8807448.000000 Penalty: 5508.938477
	Iteration 51Q: 3 clusters Score -8807448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -8807448.000000 Penalty: 5508.938477
	Iteration 52Q: 3 clusters Score -8807448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -8807452.000000 Penalty: 5508.938477
	Iteration 53Q: 3 clusters Score -8807452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -8807449.000000 Penalty: 5508.938477
	Iteration 54Q: 3 clusters Score -8807449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8807458.000000 Penalty: 5508.938477
	Iteration 55Q: 3 clusters Score -8807458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -8807453.000000 Penalty: 5508.938477
	Iteration 56Q: 3 clusters Score -8807453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -8807456.000000 Penalty: 5508.938477
	Iteration 57Q: 3 clusters Score -8807456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8807429.000000 Penalty: 5508.938477
	Iteration 58Q: 3 clusters Score -8807429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -8807428.000000 Penalty: 5508.938477
	Iteration 59Q: 3 clusters Score -8807428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8807427.000000 Penalty: 5508.938477
	Iteration 60F: 3 clusters Score -8807427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -8807426.000000 Penalty: 5508.938477
	Iteration 61Q: 3 clusters Score -8807426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -8807420.000000 Penalty: 5508.938477
	Iteration 62Q: 3 clusters Score -8807420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -8807425.000000 Penalty: 5508.938477
	Iteration 63Q: 3 clusters Score -8807425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8807419.000000 Penalty: 5508.938477
	Iteration 64Q: 3 clusters Score -8807419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8807413.000000 Penalty: 5508.938477
	Iteration 65Q: 3 clusters Score -8807413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -8807415.000000 Penalty: 5508.938477
	Iteration 66Q: 3 clusters Score -8807415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -8807410.000000 Penalty: 5508.938477
	Iteration 67Q: 3 clusters Score -8807410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -8807418.000000 Penalty: 5508.938477
	Iteration 68Q: 3 clusters Score -8807418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -8807420.000000 Penalty: 5508.938477
	Iteration 69Q: 3 clusters Score -8807420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -8807422.000000 Penalty: 5508.938477
	Iteration 70Q: 3 clusters Score -8807422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -8807414.000000 Penalty: 5508.938477
	Iteration 71Q: 3 clusters Score -8807414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8807415.000000 Penalty: 5508.938477
	Iteration 72Q: 3 clusters Score -8807415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8807421.000000 Penalty: 5508.938477
	Iteration 73Q: 3 clusters Score -8807421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -8807420.000000 Penalty: 5508.938477
	Iteration 74Q: 3 clusters Score -8807420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8807418.000000 Penalty: 5508.938477
	Iteration 75Q: 3 clusters Score -8807418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -8807415.000000 Penalty: 5508.938477
	Iteration 76Q: 3 clusters Score -8807415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -8807414.000000 Penalty: 5508.938477
	Iteration 77Q: 3 clusters Score -8807414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -8807416.000000 Penalty: 5508.938477
	Iteration 78Q: 3 clusters Score -8807416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -8807416.000000 Penalty: 5508.938477
	Iteration 79F: 3 clusters Score -8807416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -609418.750000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -609418.8 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 2403 members 
Entering Unmasked Estep 
Score: -605036.187500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -605036.2 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -606056.937500 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -606056.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -606256.562500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -606256.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -606371.687500 Penalty: 4203.556152
	Iteration 3Q: 3 clusters Score -606371.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -606480.687500 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -606480.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -606574.125000 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -606574.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -606642.437500 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -606642.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -606690.375000 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -606690.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -606727.125000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -606727.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -606770.125000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -606770.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -606808.375000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -606808.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -606845.312500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -606845.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -606877.437500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -606877.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -606908.375000 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -606908.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -606927.750000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -606927.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -606949.937500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -606949.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -606976.062500 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -606976.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -606995.937500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -606995.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -607022.375000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -607022.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -607042.812500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -607042.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -607065.250000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -607065.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -607088.250000 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -607088.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -607111.812500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -607111.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -607132.437500 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -607132.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -607157.062500 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -607157.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -607172.687500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -607172.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -607185.312500 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -607185.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -607196.375000 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -607196.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -607207.500000 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -607207.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -607220.562500 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -607220.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -607236.187500 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -607236.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -607260.437500 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -607260.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -607278.687500 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -607278.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -607298.312500 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -607298.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -607315.937500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -607315.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -607333.562500 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -607333.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -607348.187500 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -607348.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -607363.750000 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -607363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -607372.437500 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -607372.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -607382.875000 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -607382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -607398.562500 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -607398.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -607414.562500 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -607414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -607436.250000 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -607436.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -607459.187500 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -607459.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -607479.187500 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -607479.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -607492.562500 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -607492.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -607507.062500 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -607507.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -607520.625000 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -607520.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -607533.062500 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -607533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -607543.000000 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -607543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -607554.000000 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -607554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -607558.750000 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -607558.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -607563.312500 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -607563.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -607572.937500 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -607572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -607574.312500 Penalty: 4203.556152
	Iteration 54Q: 3 clusters Score -607574.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -607582.250000 Penalty: 4203.556152
	Iteration 55Q: 3 clusters Score -607582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -607588.750000 Penalty: 4203.556152
	Iteration 56Q: 3 clusters Score -607588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -607593.000000 Penalty: 4203.556152
	Iteration 57Q: 3 clusters Score -607593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -607598.562500 Penalty: 4203.556152
	Iteration 58Q: 3 clusters Score -607598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -607601.937500 Penalty: 4203.556152
	Iteration 59Q: 3 clusters Score -607601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -607604.937500 Penalty: 4203.556152
	Iteration 60F: 3 clusters Score -607604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -607606.000000 Penalty: 4203.556152
	Iteration 61Q: 3 clusters Score -607606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -607604.687500 Penalty: 4203.556152
	Iteration 62Q: 3 clusters Score -607604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -607605.250000 Penalty: 4203.556152
	Iteration 63Q: 3 clusters Score -607605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -607606.500000 Penalty: 4203.556152
	Iteration 64Q: 3 clusters Score -607606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -607606.125000 Penalty: 4203.556152
	Iteration 65Q: 3 clusters Score -607606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -607606.437500 Penalty: 4203.556152
	Iteration 66Q: 3 clusters Score -607606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -607607.375000 Penalty: 4203.556152
	Iteration 67Q: 3 clusters Score -607607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -607609.875000 Penalty: 4203.556152
	Iteration 68Q: 3 clusters Score -607609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -607610.312500 Penalty: 4203.556152
	Iteration 69Q: 3 clusters Score -607610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -607610.312500 Penalty: 4203.556152
	Iteration 70F: 3 clusters Score -607610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Entering Unmasked Estep 
Score: -13076987.000000 Penalty: 2849.881348
	Iteration 0F: 2 clusters Score -1.307699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -13011600.000000 Penalty: 5699.762695
	Iteration 0F: 3 clusters Score -1.30116e+07 nChanged 46146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -13038157.000000 Penalty: 5699.762695
	Iteration 1F: 3 clusters Score -1.303816e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -13039133.000000 Penalty: 5699.762695
	Iteration 2Q: 3 clusters Score -1.303913e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -13040635.000000 Penalty: 5699.762695
	Iteration 3Q: 3 clusters Score -1.304064e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -13043064.000000 Penalty: 5699.762695
	Iteration 4Q: 3 clusters Score -1.304306e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -13047026.000000 Penalty: 5699.762695
	Iteration 5F: 3 clusters Score -1.304703e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -13052899.000000 Penalty: 5699.762695
	Iteration 6F: 3 clusters Score -1.30529e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -13059941.000000 Penalty: 5699.762695
	Iteration 7F: 3 clusters Score -1.305994e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -13066385.000000 Penalty: 5699.762695
	Iteration 8F: 3 clusters Score -1.306638e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13070724.000000 Penalty: 5699.762695
	Iteration 9Q: 3 clusters Score -1.307072e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13072807.000000 Penalty: 5699.762695
	Iteration 10Q: 3 clusters Score -1.307281e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13073682.000000 Penalty: 5699.762695
	Iteration 11Q: 3 clusters Score -1.307368e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13074091.000000 Penalty: 5699.762695
	Iteration 12Q: 3 clusters Score -1.307409e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13074261.000000 Penalty: 5699.762695
	Iteration 13Q: 3 clusters Score -1.307426e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13074337.000000 Penalty: 5699.762695
	Iteration 14Q: 3 clusters Score -1.307434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13074373.000000 Penalty: 5699.762695
	Iteration 15Q: 3 clusters Score -1.307437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13074395.000000 Penalty: 5699.762695
	Iteration 16Q: 3 clusters Score -1.30744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13074411.000000 Penalty: 5699.762695
	Iteration 17Q: 3 clusters Score -1.307441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13074408.000000 Penalty: 5699.762695
	Iteration 18Q: 3 clusters Score -1.307441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13074412.000000 Penalty: 5699.762695
	Iteration 19Q: 3 clusters Score -1.307441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13074428.000000 Penalty: 5699.762695
	Iteration 20F: 3 clusters Score -1.307443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13074434.000000 Penalty: 5699.762695
	Iteration 21Q: 3 clusters Score -1.307443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13074432.000000 Penalty: 5699.762695
	Iteration 22Q: 3 clusters Score -1.307443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13074443.000000 Penalty: 5699.762695
	Iteration 23Q: 3 clusters Score -1.307444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13074440.000000 Penalty: 5699.762695
	Iteration 24Q: 3 clusters Score -1.307444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13074449.000000 Penalty: 5699.762695
	Iteration 25Q: 3 clusters Score -1.307445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13074449.000000 Penalty: 5699.762695
	Iteration 26F: 3 clusters Score -1.307445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Entering Unmasked Estep 
Score: -2710776.000000 Penalty: 2480.343750
	Iteration 0F: 2 clusters Score -2710776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2695394.000000 Penalty: 4960.687500
	Iteration 0F: 3 clusters Score -2695394 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2700708.750000 Penalty: 4960.687500
	Iteration 1F: 3 clusters Score -2700709 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2701394.000000 Penalty: 4960.687500
	Iteration 2F: 3 clusters Score -2701394 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2702129.000000 Penalty: 4960.687500
	Iteration 3F: 3 clusters Score -2702129 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2702877.750000 Penalty: 4960.687500
	Iteration 4F: 3 clusters Score -2702878 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2703511.000000 Penalty: 4960.687500
	Iteration 5F: 3 clusters Score -2703511 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2704047.250000 Penalty: 4960.687500
	Iteration 6Q: 3 clusters Score -2704047 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2704471.250000 Penalty: 4960.687500
	Iteration 7Q: 3 clusters Score -2704471 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2704914.500000 Penalty: 4960.687500
	Iteration 8Q: 3 clusters Score -2704914 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2705321.750000 Penalty: 4960.687500
	Iteration 9Q: 3 clusters Score -2705322 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2705650.500000 Penalty: 4960.687500
	Iteration 10Q: 3 clusters Score -2705650 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2705915.250000 Penalty: 4960.687500
	Iteration 11Q: 3 clusters Score -2705915 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2706156.250000 Penalty: 4960.687500
	Iteration 12Q: 3 clusters Score -2706156 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2706312.000000 Penalty: 4960.687500
	Iteration 13Q: 3 clusters Score -2706312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2706454.750000 Penalty: 4960.687500
	Iteration 14Q: 3 clusters Score -2706455 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2706538.000000 Penalty: 4960.687500
	Iteration 15Q: 3 clusters Score -2706538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2706602.250000 Penalty: 4960.687500
	Iteration 16Q: 3 clusters Score -2706602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2706682.750000 Penalty: 4960.687500
	Iteration 17Q: 3 clusters Score -2706683 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2706768.750000 Penalty: 4960.687500
	Iteration 18Q: 3 clusters Score -2706769 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2706838.500000 Penalty: 4960.687500
	Iteration 19Q: 3 clusters Score -2706838 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2706915.500000 Penalty: 4960.687500
	Iteration 20F: 3 clusters Score -2706916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2706987.500000 Penalty: 4960.687500
	Iteration 21Q: 3 clusters Score -2706988 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2707068.250000 Penalty: 4960.687500
	Iteration 22Q: 3 clusters Score -2707068 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2707156.000000 Penalty: 4960.687500
	Iteration 23Q: 3 clusters Score -2707156 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2707224.750000 Penalty: 4960.687500
	Iteration 24Q: 3 clusters Score -2707225 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2707347.750000 Penalty: 4960.687500
	Iteration 25Q: 3 clusters Score -2707348 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2707459.000000 Penalty: 4960.687500
	Iteration 26Q: 3 clusters Score -2707459 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2707580.250000 Penalty: 4960.687500
	Iteration 27Q: 3 clusters Score -2707580 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2707706.000000 Penalty: 4960.687500
	Iteration 28Q: 3 clusters Score -2707706 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2707842.500000 Penalty: 4960.687500
	Iteration 29Q: 3 clusters Score -2707842 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2708006.000000 Penalty: 4960.687500
	Iteration 30Q: 3 clusters Score -2708006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2708155.500000 Penalty: 4960.687500
	Iteration 31Q: 3 clusters Score -2708156 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2708286.250000 Penalty: 4960.687500
	Iteration 32Q: 3 clusters Score -2708286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2708399.000000 Penalty: 4960.687500
	Iteration 33Q: 3 clusters Score -2708399 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2708509.750000 Penalty: 4960.687500
	Iteration 34Q: 3 clusters Score -2708510 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2708621.750000 Penalty: 4960.687500
	Iteration 35Q: 3 clusters Score -2708622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2708731.750000 Penalty: 4960.687500
	Iteration 36Q: 3 clusters Score -2708732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2708823.500000 Penalty: 4960.687500
	Iteration 37Q: 3 clusters Score -2708824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2708910.000000 Penalty: 4960.687500
	Iteration 38Q: 3 clusters Score -2708910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2708964.250000 Penalty: 4960.687500
	Iteration 39Q: 3 clusters Score -2708964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2709037.250000 Penalty: 4960.687500
	Iteration 40F: 3 clusters Score -2709037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2709081.000000 Penalty: 4960.687500
	Iteration 41Q: 3 clusters Score -2709081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2709123.000000 Penalty: 4960.687500
	Iteration 42Q: 3 clusters Score -2709123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2709154.500000 Penalty: 4960.687500
	Iteration 43Q: 3 clusters Score -2709154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2709179.750000 Penalty: 4960.687500
	Iteration 44Q: 3 clusters Score -2709180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2709201.000000 Penalty: 4960.687500
	Iteration 45Q: 3 clusters Score -2709201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2709231.000000 Penalty: 4960.687500
	Iteration 46Q: 3 clusters Score -2709231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2709265.750000 Penalty: 4960.687500
	Iteration 47Q: 3 clusters Score -2709266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2709297.250000 Penalty: 4960.687500
	Iteration 48Q: 3 clusters Score -2709297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2709318.250000 Penalty: 4960.687500
	Iteration 49Q: 3 clusters Score -2709318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2709335.750000 Penalty: 4960.687500
	Iteration 50Q: 3 clusters Score -2709336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2709349.250000 Penalty: 4960.687500
	Iteration 51Q: 3 clusters Score -2709349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2709357.000000 Penalty: 4960.687500
	Iteration 52Q: 3 clusters Score -2709357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2709367.500000 Penalty: 4960.687500
	Iteration 53Q: 3 clusters Score -2709368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2709366.750000 Penalty: 4960.687500
	Iteration 54Q: 3 clusters Score -2709367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2709371.500000 Penalty: 4960.687500
	Iteration 55Q: 3 clusters Score -2709372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2709378.750000 Penalty: 4960.687500
	Iteration 56Q: 3 clusters Score -2709379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2709379.500000 Penalty: 4960.687500
	Iteration 57Q: 3 clusters Score -2709380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2709384.750000 Penalty: 4960.687500
	Iteration 58Q: 3 clusters Score -2709385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2709384.750000 Penalty: 4960.687500
	Iteration 59Q: 3 clusters Score -2709385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2709396.500000 Penalty: 4960.687500
	Iteration 60F: 3 clusters Score -2709396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2709397.250000 Penalty: 4960.687500
	Iteration 61Q: 3 clusters Score -2709397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2709396.000000 Penalty: 4960.687500
	Iteration 62Q: 3 clusters Score -2709396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2709403.000000 Penalty: 4960.687500
	Iteration 63Q: 3 clusters Score -2709403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2709402.500000 Penalty: 4960.687500
	Iteration 64Q: 3 clusters Score -2709402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2709404.250000 Penalty: 4960.687500
	Iteration 65Q: 3 clusters Score -2709404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2709406.250000 Penalty: 4960.687500
	Iteration 66Q: 3 clusters Score -2709406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2709412.250000 Penalty: 4960.687500
	Iteration 67Q: 3 clusters Score -2709412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2709408.500000 Penalty: 4960.687500
	Iteration 68Q: 3 clusters Score -2709408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2709412.250000 Penalty: 4960.687500
	Iteration 69Q: 3 clusters Score -2709412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2709411.250000 Penalty: 4960.687500
	Iteration 70Q: 3 clusters Score -2709411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2709413.500000 Penalty: 4960.687500
	Iteration 71Q: 3 clusters Score -2709414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2709414.750000 Penalty: 4960.687500
	Iteration 72Q: 3 clusters Score -2709415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2709416.250000 Penalty: 4960.687500
	Iteration 73Q: 3 clusters Score -2709416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2709414.750000 Penalty: 4960.687500
	Iteration 74Q: 3 clusters Score -2709415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2709412.500000 Penalty: 4960.687500
	Iteration 75Q: 3 clusters Score -2709412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2709412.500000 Penalty: 4960.687500
	Iteration 76F: 3 clusters Score -2709412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Entering Unmasked Estep 
Score: -17335500.000000 Penalty: 2916.812012
	Iteration 0F: 2 clusters Score -1.73355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -17250708.000000 Penalty: 5833.624023
	Iteration 0F: 3 clusters Score -1.725071e+07 nChanged 60924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -17285720.000000 Penalty: 5833.624023
	Iteration 1F: 3 clusters Score -1.728572e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -17286320.000000 Penalty: 5833.624023
	Iteration 2Q: 3 clusters Score -1.728632e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -17286964.000000 Penalty: 5833.624023
	Iteration 3Q: 3 clusters Score -1.728696e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -17287870.000000 Penalty: 5833.624023
	Iteration 4Q: 3 clusters Score -1.728787e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -17289064.000000 Penalty: 5833.624023
	Iteration 5Q: 3 clusters Score -1.728906e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -17290482.000000 Penalty: 5833.624023
	Iteration 6Q: 3 clusters Score -1.729048e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -17292750.000000 Penalty: 5833.624023
	Iteration 7Q: 3 clusters Score -1.729275e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -17296654.000000 Penalty: 5833.624023
	Iteration 8Q: 3 clusters Score -1.729665e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -17302236.000000 Penalty: 5833.624023
	Iteration 9F: 3 clusters Score -1.730224e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -17308124.000000 Penalty: 5833.624023
	Iteration 10F: 3 clusters Score -1.730812e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -17311438.000000 Penalty: 5833.624023
	Iteration 11F: 3 clusters Score -1.731144e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -17312500.000000 Penalty: 5833.624023
	Iteration 12Q: 3 clusters Score -1.73125e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -17312874.000000 Penalty: 5833.624023
	Iteration 13Q: 3 clusters Score -1.731287e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -17313294.000000 Penalty: 5833.624023
	Iteration 14Q: 3 clusters Score -1.731329e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -17313714.000000 Penalty: 5833.624023
	Iteration 15Q: 3 clusters Score -1.731371e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -17314084.000000 Penalty: 5833.624023
	Iteration 16Q: 3 clusters Score -1.731408e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -17314712.000000 Penalty: 5833.624023
	Iteration 17Q: 3 clusters Score -1.731471e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -17315240.000000 Penalty: 5833.624023
	Iteration 18Q: 3 clusters Score -1.731524e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -17315746.000000 Penalty: 5833.624023
	Iteration 19Q: 3 clusters Score -1.731575e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -17316398.000000 Penalty: 5833.624023
	Iteration 20F: 3 clusters Score -1.73164e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -17317092.000000 Penalty: 5833.624023
	Iteration 21Q: 3 clusters Score -1.731709e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -17317842.000000 Penalty: 5833.624023
	Iteration 22Q: 3 clusters Score -1.731784e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -17318638.000000 Penalty: 5833.624023
	Iteration 23Q: 3 clusters Score -1.731864e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -17319418.000000 Penalty: 5833.624023
	Iteration 24Q: 3 clusters Score -1.731942e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -17320220.000000 Penalty: 5833.624023
	Iteration 25Q: 3 clusters Score -1.732022e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -17321070.000000 Penalty: 5833.624023
	Iteration 26Q: 3 clusters Score -1.732107e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -17321920.000000 Penalty: 5833.624023
	Iteration 27Q: 3 clusters Score -1.732192e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -17322648.000000 Penalty: 5833.624023
	Iteration 28Q: 3 clusters Score -1.732265e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -17323454.000000 Penalty: 5833.624023
	Iteration 29Q: 3 clusters Score -1.732345e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -17324152.000000 Penalty: 5833.624023
	Iteration 30Q: 3 clusters Score -1.732415e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -17324908.000000 Penalty: 5833.624023
	Iteration 31Q: 3 clusters Score -1.732491e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -17325500.000000 Penalty: 5833.624023
	Iteration 32Q: 3 clusters Score -1.73255e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -17326036.000000 Penalty: 5833.624023
	Iteration 33Q: 3 clusters Score -1.732604e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -17326430.000000 Penalty: 5833.624023
	Iteration 34Q: 3 clusters Score -1.732643e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -17326770.000000 Penalty: 5833.624023
	Iteration 35Q: 3 clusters Score -1.732677e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -17327078.000000 Penalty: 5833.624023
	Iteration 36Q: 3 clusters Score -1.732708e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -17327224.000000 Penalty: 5833.624023
	Iteration 37Q: 3 clusters Score -1.732722e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -17327446.000000 Penalty: 5833.624023
	Iteration 38Q: 3 clusters Score -1.732745e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -17327632.000000 Penalty: 5833.624023
	Iteration 39Q: 3 clusters Score -1.732763e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -17327752.000000 Penalty: 5833.624023
	Iteration 40F: 3 clusters Score -1.732775e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -17327916.000000 Penalty: 5833.624023
	Iteration 41Q: 3 clusters Score -1.732792e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -17327970.000000 Penalty: 5833.624023
	Iteration 42Q: 3 clusters Score -1.732797e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -17327948.000000 Penalty: 5833.624023
	Iteration 43Q: 3 clusters Score -1.732795e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -17327956.000000 Penalty: 5833.624023
	Iteration 44Q: 3 clusters Score -1.732796e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -17327980.000000 Penalty: 5833.624023
	Iteration 45Q: 3 clusters Score -1.732798e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -17327982.000000 Penalty: 5833.624023
	Iteration 46Q: 3 clusters Score -1.732798e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -17328018.000000 Penalty: 5833.624023
	Iteration 47Q: 3 clusters Score -1.732802e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -17328032.000000 Penalty: 5833.624023
	Iteration 48Q: 3 clusters Score -1.732803e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -17328036.000000 Penalty: 5833.624023
	Iteration 49Q: 3 clusters Score -1.732804e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -17328084.000000 Penalty: 5833.624023
	Iteration 50Q: 3 clusters Score -1.732808e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -17328070.000000 Penalty: 5833.624023
	Iteration 51Q: 3 clusters Score -1.732807e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -17328156.000000 Penalty: 5833.624023
	Iteration 52Q: 3 clusters Score -1.732816e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -17328148.000000 Penalty: 5833.624023
	Iteration 53Q: 3 clusters Score -1.732815e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -17328186.000000 Penalty: 5833.624023
	Iteration 54Q: 3 clusters Score -1.732819e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -17328154.000000 Penalty: 5833.624023
	Iteration 55Q: 3 clusters Score -1.732815e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -17328190.000000 Penalty: 5833.624023
	Iteration 56Q: 3 clusters Score -1.732819e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -17328176.000000 Penalty: 5833.624023
	Iteration 57Q: 3 clusters Score -1.732818e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -17328198.000000 Penalty: 5833.624023
	Iteration 58Q: 3 clusters Score -1.73282e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -17328176.000000 Penalty: 5833.624023
	Iteration 59Q: 3 clusters Score -1.732818e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -17328218.000000 Penalty: 5833.624023
	Iteration 60F: 3 clusters Score -1.732822e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -17328222.000000 Penalty: 5833.624023
	Iteration 61Q: 3 clusters Score -1.732822e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -17328248.000000 Penalty: 5833.624023
	Iteration 62Q: 3 clusters Score -1.732825e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -17328332.000000 Penalty: 5833.624023
	Iteration 63Q: 3 clusters Score -1.732833e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -17328318.000000 Penalty: 5833.624023
	Iteration 64Q: 3 clusters Score -1.732832e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -17328382.000000 Penalty: 5833.624023
	Iteration 65Q: 3 clusters Score -1.732838e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -17328450.000000 Penalty: 5833.624023
	Iteration 66Q: 3 clusters Score -1.732845e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -17328510.000000 Penalty: 5833.624023
	Iteration 67Q: 3 clusters Score -1.732851e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -17328576.000000 Penalty: 5833.624023
	Iteration 68Q: 3 clusters Score -1.732858e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -17328630.000000 Penalty: 5833.624023
	Iteration 69Q: 3 clusters Score -1.732863e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -17328618.000000 Penalty: 5833.624023
	Iteration 70Q: 3 clusters Score -1.732862e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -17328618.000000 Penalty: 5833.624023
	Iteration 71Q: 3 clusters Score -1.732862e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -17328600.000000 Penalty: 5833.624023
	Iteration 72Q: 3 clusters Score -1.73286e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -17328660.000000 Penalty: 5833.624023
	Iteration 73Q: 3 clusters Score -1.732866e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -17328658.000000 Penalty: 5833.624023
	Iteration 74Q: 3 clusters Score -1.732866e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -17328712.000000 Penalty: 5833.624023
	Iteration 75Q: 3 clusters Score -1.732871e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -17328714.000000 Penalty: 5833.624023
	Iteration 76Q: 3 clusters Score -1.732871e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -17328766.000000 Penalty: 5833.624023
	Iteration 77Q: 3 clusters Score -1.732877e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -17328814.000000 Penalty: 5833.624023
	Iteration 78Q: 3 clusters Score -1.732881e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -17328856.000000 Penalty: 5833.624023
	Iteration 79Q: 3 clusters Score -1.732886e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -17328894.000000 Penalty: 5833.624023
	Iteration 80F: 3 clusters Score -1.732889e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -17328946.000000 Penalty: 5833.624023
	Iteration 81Q: 3 clusters Score -1.732895e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -17328968.000000 Penalty: 5833.624023
	Iteration 82Q: 3 clusters Score -1.732897e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -17329020.000000 Penalty: 5833.624023
	Iteration 83Q: 3 clusters Score -1.732902e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -17329142.000000 Penalty: 5833.624023
	Iteration 84Q: 3 clusters Score -1.732914e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -17329184.000000 Penalty: 5833.624023
	Iteration 85Q: 3 clusters Score -1.732918e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -17329204.000000 Penalty: 5833.624023
	Iteration 86Q: 3 clusters Score -1.73292e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -17329242.000000 Penalty: 5833.624023
	Iteration 87Q: 3 clusters Score -1.732924e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -17329272.000000 Penalty: 5833.624023
	Iteration 88Q: 3 clusters Score -1.732927e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -17329356.000000 Penalty: 5833.624023
	Iteration 89Q: 3 clusters Score -1.732936e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -17329446.000000 Penalty: 5833.624023
	Iteration 90Q: 3 clusters Score -1.732945e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -17329540.000000 Penalty: 5833.624023
	Iteration 91Q: 3 clusters Score -1.732954e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -17329570.000000 Penalty: 5833.624023
	Iteration 92Q: 3 clusters Score -1.732957e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -17329638.000000 Penalty: 5833.624023
	Iteration 93Q: 3 clusters Score -1.732964e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -17329664.000000 Penalty: 5833.624023
	Iteration 94Q: 3 clusters Score -1.732966e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -17329654.000000 Penalty: 5833.624023
	Iteration 95Q: 3 clusters Score -1.732965e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -17329718.000000 Penalty: 5833.624023
	Iteration 96Q: 3 clusters Score -1.732972e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -17329796.000000 Penalty: 5833.624023
	Iteration 97Q: 3 clusters Score -1.73298e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -17329866.000000 Penalty: 5833.624023
	Iteration 98Q: 3 clusters Score -1.732987e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -17329890.000000 Penalty: 5833.624023
	Iteration 99Q: 3 clusters Score -1.732989e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 111752 members 
Entering Unmasked Estep 
Score: -17330022.000000 Penalty: 5833.624023
	Iteration 100F: 3 clusters Score -1.733002e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -17330088.000000 Penalty: 5833.624023
	Iteration 101Q: 3 clusters Score -1.733009e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 112689 members 
Entering Unmasked Estep 
Score: -17330132.000000 Penalty: 5833.624023
	Iteration 102Q: 3 clusters Score -1.733013e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -17330272.000000 Penalty: 5833.624023
	Iteration 103Q: 3 clusters Score -1.733027e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -17330322.000000 Penalty: 5833.624023
	Iteration 104Q: 3 clusters Score -1.733032e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -17330384.000000 Penalty: 5833.624023
	Iteration 105Q: 3 clusters Score -1.733038e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -17330498.000000 Penalty: 5833.624023
	Iteration 106Q: 3 clusters Score -1.73305e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -17330594.000000 Penalty: 5833.624023
	Iteration 107Q: 3 clusters Score -1.733059e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -17330632.000000 Penalty: 5833.624023
	Iteration 108Q: 3 clusters Score -1.733063e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -17330684.000000 Penalty: 5833.624023
	Iteration 109Q: 3 clusters Score -1.733068e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -17330818.000000 Penalty: 5833.624023
	Iteration 110Q: 3 clusters Score -1.733082e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -17331026.000000 Penalty: 5833.624023
	Iteration 111Q: 3 clusters Score -1.733103e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -17331118.000000 Penalty: 5833.624023
	Iteration 112Q: 3 clusters Score -1.733112e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -17331236.000000 Penalty: 5833.624023
	Iteration 113Q: 3 clusters Score -1.733124e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -17331398.000000 Penalty: 5833.624023
	Iteration 114Q: 3 clusters Score -1.73314e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 118751 members 
Entering Unmasked Estep 
Score: -17331556.000000 Penalty: 5833.624023
	Iteration 115Q: 3 clusters Score -1.733156e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -17331594.000000 Penalty: 5833.624023
	Iteration 116Q: 3 clusters Score -1.733159e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -17331736.000000 Penalty: 5833.624023
	Iteration 117Q: 3 clusters Score -1.733174e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -17331818.000000 Penalty: 5833.624023
	Iteration 118Q: 3 clusters Score -1.733182e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -17331874.000000 Penalty: 5833.624023
	Iteration 119Q: 3 clusters Score -1.733187e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -17331998.000000 Penalty: 5833.624023
	Iteration 120F: 3 clusters Score -1.7332e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 121152 members 
Entering Unmasked Estep 
Score: -17332076.000000 Penalty: 5833.624023
	Iteration 121Q: 3 clusters Score -1.733208e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -17332172.000000 Penalty: 5833.624023
	Iteration 122Q: 3 clusters Score -1.733217e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -17332272.000000 Penalty: 5833.624023
	Iteration 123Q: 3 clusters Score -1.733227e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 122158 members 
Entering Unmasked Estep 
Score: -17332346.000000 Penalty: 5833.624023
	Iteration 124Q: 3 clusters Score -1.733235e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -17332438.000000 Penalty: 5833.624023
	Iteration 125Q: 3 clusters Score -1.733244e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -17332528.000000 Penalty: 5833.624023
	Iteration 126Q: 3 clusters Score -1.733253e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -17332598.000000 Penalty: 5833.624023
	Iteration 127Q: 3 clusters Score -1.73326e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -17332686.000000 Penalty: 5833.624023
	Iteration 128Q: 3 clusters Score -1.733269e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -17332748.000000 Penalty: 5833.624023
	Iteration 129Q: 3 clusters Score -1.733275e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -17332802.000000 Penalty: 5833.624023
	Iteration 130Q: 3 clusters Score -1.73328e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -17332876.000000 Penalty: 5833.624023
	Iteration 131Q: 3 clusters Score -1.733288e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -17332918.000000 Penalty: 5833.624023
	Iteration 132Q: 3 clusters Score -1.733292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 124205 members 
Entering Unmasked Estep 
Score: -17332940.000000 Penalty: 5833.624023
	Iteration 133Q: 3 clusters Score -1.733294e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -17332984.000000 Penalty: 5833.624023
	Iteration 134Q: 3 clusters Score -1.733298e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -17333014.000000 Penalty: 5833.624023
	Iteration 135Q: 3 clusters Score -1.733301e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -17333042.000000 Penalty: 5833.624023
	Iteration 136Q: 3 clusters Score -1.733304e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -17333062.000000 Penalty: 5833.624023
	Iteration 137Q: 3 clusters Score -1.733306e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 124834 members 
Entering Unmasked Estep 
Score: -17333090.000000 Penalty: 5833.624023
	Iteration 138Q: 3 clusters Score -1.733309e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -17333090.000000 Penalty: 5833.624023
	Iteration 139Q: 3 clusters Score -1.733309e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 125024 members 
Entering Unmasked Estep 
Score: -17333126.000000 Penalty: 5833.624023
	Iteration 140F: 3 clusters Score -1.733313e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -17333166.000000 Penalty: 5833.624023
	Iteration 141Q: 3 clusters Score -1.733317e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 125163 members 
Entering Unmasked Estep 
Score: -17333200.000000 Penalty: 5833.624023
	Iteration 142Q: 3 clusters Score -1.73332e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -17333202.000000 Penalty: 5833.624023
	Iteration 143Q: 3 clusters Score -1.73332e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 125267 members 
Entering Unmasked Estep 
Score: -17333246.000000 Penalty: 5833.624023
	Iteration 144Q: 3 clusters Score -1.733325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -17333218.000000 Penalty: 5833.624023
	Iteration 145Q: 3 clusters Score -1.733322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -17333224.000000 Penalty: 5833.624023
	Iteration 146Q: 3 clusters Score -1.733322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -17333220.000000 Penalty: 5833.624023
	Iteration 147Q: 3 clusters Score -1.733322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 125436 members 
Entering Unmasked Estep 
Score: -17333258.000000 Penalty: 5833.624023
	Iteration 148Q: 3 clusters Score -1.733326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -17333268.000000 Penalty: 5833.624023
	Iteration 149Q: 3 clusters Score -1.733327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 125502 members 
Entering Unmasked Estep 
Score: -17333296.000000 Penalty: 5833.624023
	Iteration 150Q: 3 clusters Score -1.73333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -17333296.000000 Penalty: 5833.624023
	Iteration 151Q: 3 clusters Score -1.73333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -17333306.000000 Penalty: 5833.624023
	Iteration 152Q: 3 clusters Score -1.733331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -17333332.000000 Penalty: 5833.624023
	Iteration 153Q: 3 clusters Score -1.733333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -17333334.000000 Penalty: 5833.624023
	Iteration 154Q: 3 clusters Score -1.733333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -17333322.000000 Penalty: 5833.624023
	Iteration 155Q: 3 clusters Score -1.733332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -17333334.000000 Penalty: 5833.624023
	Iteration 156Q: 3 clusters Score -1.733333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -17333332.000000 Penalty: 5833.624023
	Iteration 157Q: 3 clusters Score -1.733333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -17333338.000000 Penalty: 5833.624023
	Iteration 158Q: 3 clusters Score -1.733334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -17333336.000000 Penalty: 5833.624023
	Iteration 159Q: 3 clusters Score -1.733334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -17333354.000000 Penalty: 5833.624023
	Iteration 160F: 3 clusters Score -1.733335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -17333352.000000 Penalty: 5833.624023
	Iteration 161Q: 3 clusters Score -1.733335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -17333354.000000 Penalty: 5833.624023
	Iteration 162Q: 3 clusters Score -1.733335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -17333346.000000 Penalty: 5833.624023
	Iteration 163Q: 3 clusters Score -1.733335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -17333350.000000 Penalty: 5833.624023
	Iteration 164Q: 3 clusters Score -1.733335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -17333348.000000 Penalty: 5833.624023
	Iteration 165Q: 3 clusters Score -1.733335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 125746 members 
Entering Unmasked Estep 
Score: -17333344.000000 Penalty: 5833.624023
	Iteration 166Q: 3 clusters Score -1.733334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -17333344.000000 Penalty: 5833.624023
	Iteration 167Q: 3 clusters Score -1.733334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -17333346.000000 Penalty: 5833.624023
	Iteration 168Q: 3 clusters Score -1.733335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -17333350.000000 Penalty: 5833.624023
	Iteration 169Q: 3 clusters Score -1.733335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -17333354.000000 Penalty: 5833.624023
	Iteration 170Q: 3 clusters Score -1.733335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -17333362.000000 Penalty: 5833.624023
	Iteration 171Q: 3 clusters Score -1.733336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -17333356.000000 Penalty: 5833.624023
	Iteration 172Q: 3 clusters Score -1.733336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -17333358.000000 Penalty: 5833.624023
	Iteration 173Q: 3 clusters Score -1.733336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 125822 members 
Entering Unmasked Estep 
Score: -17333344.000000 Penalty: 5833.624023
	Iteration 174Q: 3 clusters Score -1.733334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -17333352.000000 Penalty: 5833.624023
	Iteration 175Q: 3 clusters Score -1.733335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -17333342.000000 Penalty: 5833.624023
	Iteration 176Q: 3 clusters Score -1.733334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -17333348.000000 Penalty: 5833.624023
	Iteration 177Q: 3 clusters Score -1.733335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -17333356.000000 Penalty: 5833.624023
	Iteration 178Q: 3 clusters Score -1.733336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -17333348.000000 Penalty: 5833.624023
	Iteration 179Q: 3 clusters Score -1.733335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -17333358.000000 Penalty: 5833.624023
	Iteration 180F: 3 clusters Score -1.733336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -17333358.000000 Penalty: 5833.624023
	Iteration 181Q: 3 clusters Score -1.733336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 125865 members 
Entering Unmasked Estep 
Score: -17333364.000000 Penalty: 5833.624023
	Iteration 182Q: 3 clusters Score -1.733336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -17333360.000000 Penalty: 5833.624023
	Iteration 183Q: 3 clusters Score -1.733336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -17333360.000000 Penalty: 5833.624023
	Iteration 184Q: 3 clusters Score -1.733336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 125886 members 
Entering Unmasked Estep 
Score: -17333356.000000 Penalty: 5833.624023
	Iteration 185Q: 3 clusters Score -1.733336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -17333354.000000 Penalty: 5833.624023
	Iteration 186Q: 3 clusters Score -1.733335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -17333356.000000 Penalty: 5833.624023
	Iteration 187Q: 3 clusters Score -1.733336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 125908 members 
Entering Unmasked Estep 
Score: -17333370.000000 Penalty: 5833.624023
	Iteration 188Q: 3 clusters Score -1.733337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -17333368.000000 Penalty: 5833.624023
	Iteration 189Q: 3 clusters Score -1.733337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 125913 members 
Entering Unmasked Estep 
Score: -17333362.000000 Penalty: 5833.624023
	Iteration 190Q: 3 clusters Score -1.733336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -17333364.000000 Penalty: 5833.624023
	Iteration 191Q: 3 clusters Score -1.733336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -17333368.000000 Penalty: 5833.624023
	Iteration 192Q: 3 clusters Score -1.733337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -17333370.000000 Penalty: 5833.624023
	Iteration 193Q: 3 clusters Score -1.733337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -17333366.000000 Penalty: 5833.624023
	Iteration 194Q: 3 clusters Score -1.733337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -17333362.000000 Penalty: 5833.624023
	Iteration 195Q: 3 clusters Score -1.733336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -17333362.000000 Penalty: 5833.624023
	Iteration 196F: 3 clusters Score -1.733336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1440757.625000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1440758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1432504.500000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1432504 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1434954.875000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1434955 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1435310.375000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1435310 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1435576.000000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1435576 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1435819.500000 Penalty: 4610.116699
	Iteration 4Q: 3 clusters Score -1435820 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1436086.625000 Penalty: 4610.116699
	Iteration 5Q: 3 clusters Score -1436087 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1436409.000000 Penalty: 4610.116699
	Iteration 6Q: 3 clusters Score -1436409 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1436807.000000 Penalty: 4610.116699
	Iteration 7F: 3 clusters Score -1436807 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1437236.375000 Penalty: 4610.116699
	Iteration 8F: 3 clusters Score -1437236 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1437669.000000 Penalty: 4610.116699
	Iteration 9F: 3 clusters Score -1437669 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1438026.250000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1438026 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1438259.500000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1438260 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1438391.625000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1438392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1438480.000000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1438480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1438524.250000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1438524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1438546.500000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1438546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1438566.250000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1438566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1438571.625000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1438572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1438578.750000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1438579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1438581.625000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1438582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1438585.375000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1438585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1438586.125000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1438586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1438588.750000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1438589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1438591.125000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1438591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1438591.125000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1438591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1438598.375000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1438598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1438599.375000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -1438599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1438599.625000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -1438600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1438601.875000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -1438602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1438600.875000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -1438601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1438600.250000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -1438600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1438600.250000 Penalty: 4610.116699
	Iteration 31F: 3 clusters Score -1438600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -3754583.750000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -3754584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3735044.000000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -3735044 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3742086.750000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -3742087 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3742756.750000 Penalty: 5088.373047
	Iteration 2F: 3 clusters Score -3742757 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3743526.250000 Penalty: 5088.373047
	Iteration 3F: 3 clusters Score -3743526 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3744507.500000 Penalty: 5088.373047
	Iteration 4F: 3 clusters Score -3744508 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3745651.000000 Penalty: 5088.373047
	Iteration 5F: 3 clusters Score -3745651 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3746983.750000 Penalty: 5088.373047
	Iteration 6F: 3 clusters Score -3746984 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3748371.000000 Penalty: 5088.373047
	Iteration 7F: 3 clusters Score -3748371 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3749534.750000 Penalty: 5088.373047
	Iteration 8F: 3 clusters Score -3749535 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3750506.750000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -3750507 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3751217.500000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -3751218 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3751845.750000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -3751846 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3752374.000000 Penalty: 5088.373047
	Iteration 12Q: 3 clusters Score -3752374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3752733.500000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -3752734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3752868.000000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -3752868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3752937.250000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -3752937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3752983.000000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -3752983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3753010.000000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -3753010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3753024.000000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -3753024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3753041.750000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -3753042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3753051.500000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -3753052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3753056.750000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -3753057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3753063.750000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -3753064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3753063.000000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -3753063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3753059.250000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -3753059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3753058.750000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -3753059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3753068.500000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -3753068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3753059.000000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -3753059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3753058.500000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -3753058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3753061.500000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -3753062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3753062.750000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -3753063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3753063.500000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -3753064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3753064.750000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -3753065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3753063.750000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -3753064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3753062.500000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -3753062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3753061.750000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -3753062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3753061.750000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -3753062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3753065.000000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -3753065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3753065.750000 Penalty: 5088.373047
	Iteration 38Q: 3 clusters Score -3753066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3753064.500000 Penalty: 5088.373047
	Iteration 39Q: 3 clusters Score -3753064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3753066.750000 Penalty: 5088.373047
	Iteration 40F: 3 clusters Score -3753067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Entering Unmasked Estep 
Score: -18288698.000000 Penalty: 2932.798340
	Iteration 0F: 2 clusters Score -1.82887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -18199258.000000 Penalty: 5865.596680
	Iteration 0F: 3 clusters Score -1.819926e+07 nChanged 65066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -18236024.000000 Penalty: 5865.596680
	Iteration 1F: 3 clusters Score -1.823602e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -18237010.000000 Penalty: 5865.596680
	Iteration 2Q: 3 clusters Score -1.823701e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -18238322.000000 Penalty: 5865.596680
	Iteration 3Q: 3 clusters Score -1.823832e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -18240154.000000 Penalty: 5865.596680
	Iteration 4Q: 3 clusters Score -1.824015e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -18243418.000000 Penalty: 5865.596680
	Iteration 5Q: 3 clusters Score -1.824342e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -18249018.000000 Penalty: 5865.596680
	Iteration 6F: 3 clusters Score -1.824902e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -18257608.000000 Penalty: 5865.596680
	Iteration 7F: 3 clusters Score -1.825761e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -18267530.000000 Penalty: 5865.596680
	Iteration 8F: 3 clusters Score -1.826753e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122147 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -18276966.000000 Penalty: 5865.596680
	Iteration 9F: 3 clusters Score -1.827697e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127053 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -18282916.000000 Penalty: 5865.596680
	Iteration 10Q: 3 clusters Score -1.828292e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -18286124.000000 Penalty: 5865.596680
	Iteration 11Q: 3 clusters Score -1.828612e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129133 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -18287228.000000 Penalty: 5865.596680
	Iteration 12Q: 3 clusters Score -1.828723e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129304 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -18287606.000000 Penalty: 5865.596680
	Iteration 13Q: 3 clusters Score -1.828761e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -18287672.000000 Penalty: 5865.596680
	Iteration 14Q: 3 clusters Score -1.828767e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -18287676.000000 Penalty: 5865.596680
	Iteration 15Q: 3 clusters Score -1.828768e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -18287668.000000 Penalty: 5865.596680
	Iteration 16Q: 3 clusters Score -1.828767e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -18287696.000000 Penalty: 5865.596680
	Iteration 17Q: 3 clusters Score -1.82877e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -18287712.000000 Penalty: 5865.596680
	Iteration 18Q: 3 clusters Score -1.828771e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129834 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -18287736.000000 Penalty: 5865.596680
	Iteration 19Q: 3 clusters Score -1.828774e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129874 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -18287720.000000 Penalty: 5865.596680
	Iteration 20F: 3 clusters Score -1.828772e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -18287742.000000 Penalty: 5865.596680
	Iteration 21Q: 3 clusters Score -1.828774e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129926 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -18287740.000000 Penalty: 5865.596680
	Iteration 22Q: 3 clusters Score -1.828774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -18287752.000000 Penalty: 5865.596680
	Iteration 23Q: 3 clusters Score -1.828775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -18287746.000000 Penalty: 5865.596680
	Iteration 24Q: 3 clusters Score -1.828775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -18287732.000000 Penalty: 5865.596680
	Iteration 25Q: 3 clusters Score -1.828773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130012 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -18287748.000000 Penalty: 5865.596680
	Iteration 26Q: 3 clusters Score -1.828775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -18287756.000000 Penalty: 5865.596680
	Iteration 27Q: 3 clusters Score -1.828776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130033 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -18287756.000000 Penalty: 5865.596680
	Iteration 28Q: 3 clusters Score -1.828776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130034 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -18287764.000000 Penalty: 5865.596680
	Iteration 29Q: 3 clusters Score -1.828776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -18287756.000000 Penalty: 5865.596680
	Iteration 30Q: 3 clusters Score -1.828776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -18287758.000000 Penalty: 5865.596680
	Iteration 31Q: 3 clusters Score -1.828776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -18287774.000000 Penalty: 5865.596680
	Iteration 32Q: 3 clusters Score -1.828777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -18287768.000000 Penalty: 5865.596680
	Iteration 33Q: 3 clusters Score -1.828777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -18287772.000000 Penalty: 5865.596680
	Iteration 34Q: 3 clusters Score -1.828777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -18287772.000000 Penalty: 5865.596680
	Iteration 35F: 3 clusters Score -1.828777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -161688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159645.890625 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -159645.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160273.218750 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -160273.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160747.000000 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -160747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -161139.187500 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -161139.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -161510.984375 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -161511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -161665.000000 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -161665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -161775.687500 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -161775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -161866.859375 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -161866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -161984.500000 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -161984.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -162251.765625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -162251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162399.000000 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -162399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -162413.906250 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -162413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -162415.859375 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -162415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -162418.250000 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -162418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -162418.250000 Penalty: 3551.008789
	Iteration 14F: 3 clusters Score -162418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128199 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 855 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 431 members 
Entering Unmasked Estep 
Score: -181125696.000000 Penalty: 119358.375000
Splitting cluster 15 changes total score from -181126944.000000 to -181125696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -591534.000000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -591534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -587332.375000 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -587332.4 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -588374.812500 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -588374.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -588561.937500 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -588561.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -588681.000000 Penalty: 4175.893066
	Iteration 3Q: 3 clusters Score -588681 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -588764.812500 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -588764.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -588828.000000 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -588828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -588873.750000 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -588873.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -588914.125000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -588914.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -588953.000000 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -588953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -588990.562500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -588990.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -589022.875000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -589022.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -589046.500000 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -589046.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -589068.125000 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -589068.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -589088.812500 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -589088.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -589113.625000 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -589113.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -589145.625000 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -589145.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -589184.562500 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -589184.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -589219.250000 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -589219.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -589253.000000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -589253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -589275.000000 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -589275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -589298.875000 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -589298.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -589326.875000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -589326.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -589350.500000 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -589350.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -589370.937500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -589370.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -589388.812500 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -589388.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -589412.250000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -589412.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -589434.937500 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -589434.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -589463.312500 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -589463.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -589496.937500 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -589496.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -589524.000000 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -589524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -589554.937500 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -589554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -589584.375000 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -589584.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -589598.062500 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -589598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -589612.125000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -589612.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -589625.625000 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -589625.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -589636.437500 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -589636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -589646.312500 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -589646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -589655.312500 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -589655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -589664.812500 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -589664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -589673.125000 Penalty: 4175.893066
	Iteration 39Q: 3 clusters Score -589673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -589683.937500 Penalty: 4175.893066
	Iteration 40F: 3 clusters Score -589683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -589693.812500 Penalty: 4175.893066
	Iteration 41Q: 3 clusters Score -589693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -589701.562500 Penalty: 4175.893066
	Iteration 42Q: 3 clusters Score -589701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -589708.062500 Penalty: 4175.893066
	Iteration 43Q: 3 clusters Score -589708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -589717.750000 Penalty: 4175.893066
	Iteration 44Q: 3 clusters Score -589717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -589724.562500 Penalty: 4175.893066
	Iteration 45Q: 3 clusters Score -589724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -589729.187500 Penalty: 4175.893066
	Iteration 46Q: 3 clusters Score -589729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -589736.187500 Penalty: 4175.893066
	Iteration 47Q: 3 clusters Score -589736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -589744.000000 Penalty: 4175.893066
	Iteration 48Q: 3 clusters Score -589744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -589756.812500 Penalty: 4175.893066
	Iteration 49Q: 3 clusters Score -589756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -589766.562500 Penalty: 4175.893066
	Iteration 50Q: 3 clusters Score -589766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -589773.375000 Penalty: 4175.893066
	Iteration 51Q: 3 clusters Score -589773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -589777.812500 Penalty: 4175.893066
	Iteration 52Q: 3 clusters Score -589777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -589781.812500 Penalty: 4175.893066
	Iteration 53Q: 3 clusters Score -589781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -589788.437500 Penalty: 4175.893066
	Iteration 54Q: 3 clusters Score -589788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -589791.250000 Penalty: 4175.893066
	Iteration 55Q: 3 clusters Score -589791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -589792.937500 Penalty: 4175.893066
	Iteration 56Q: 3 clusters Score -589792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -589794.625000 Penalty: 4175.893066
	Iteration 57Q: 3 clusters Score -589794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -589797.437500 Penalty: 4175.893066
	Iteration 58Q: 3 clusters Score -589797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -589798.562500 Penalty: 4175.893066
	Iteration 59Q: 3 clusters Score -589798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -589798.875000 Penalty: 4175.893066
	Iteration 60F: 3 clusters Score -589798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -589799.875000 Penalty: 4175.893066
	Iteration 61Q: 3 clusters Score -589799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -589800.625000 Penalty: 4175.893066
	Iteration 62Q: 3 clusters Score -589800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -589800.875000 Penalty: 4175.893066
	Iteration 63Q: 3 clusters Score -589800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -589800.875000 Penalty: 4175.893066
	Iteration 64F: 3 clusters Score -589800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -561669.500000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -561669.5 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 2245 members 
Entering Unmasked Estep 
Score: -557463.812500 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -557463.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -558421.750000 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -558421.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -558653.687500 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -558653.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -558833.687500 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -558833.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -558963.312500 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -558963.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -559075.500000 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -559075.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -559156.437500 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -559156.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -559242.000000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -559242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -559324.500000 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -559324.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -559416.500000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -559416.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -559493.062500 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -559493.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -559551.125000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -559551.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -559610.562500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -559610.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -559661.375000 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -559661.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -559701.125000 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -559701.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -559738.500000 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -559738.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -559774.625000 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -559774.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -559816.812500 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -559816.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -559849.812500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -559849.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -559872.125000 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -559872.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -559892.500000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -559892.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -559914.437500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -559914.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -559929.062500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -559929.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -559939.812500 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -559939.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -559952.625000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -559952.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -559960.000000 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -559960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -559969.937500 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -559969.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -559977.250000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -559977.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -559985.875000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -559985.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -559992.062500 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -559992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -559997.125000 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -559997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -559999.312500 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -559999.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -560004.812500 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -560004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -560008.500000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -560008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -560012.000000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -560012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -560014.875000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -560014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -560016.562500 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -560016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -560019.875000 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -560019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -560023.750000 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -560023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -560028.125000 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -560028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -560032.312500 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -560032.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -560036.562500 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -560036.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -560045.562500 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -560045.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -560054.875000 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -560054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -560062.750000 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -560062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -560072.062500 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -560072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -560075.125000 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -560075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -560077.125000 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -560077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -560079.250000 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -560079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -560081.937500 Penalty: 4167.061035
	Iteration 49Q: 3 clusters Score -560081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -560085.375000 Penalty: 4167.061035
	Iteration 50Q: 3 clusters Score -560085.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -560088.500000 Penalty: 4167.061035
	Iteration 51Q: 3 clusters Score -560088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -560093.687500 Penalty: 4167.061035
	Iteration 52Q: 3 clusters Score -560093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -560096.000000 Penalty: 4167.061035
	Iteration 53Q: 3 clusters Score -560096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -560101.750000 Penalty: 4167.061035
	Iteration 54Q: 3 clusters Score -560101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -560104.312500 Penalty: 4167.061035
	Iteration 55Q: 3 clusters Score -560104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -560107.562500 Penalty: 4167.061035
	Iteration 56Q: 3 clusters Score -560107.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -560111.250000 Penalty: 4167.061035
	Iteration 57Q: 3 clusters Score -560111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -560114.187500 Penalty: 4167.061035
	Iteration 58Q: 3 clusters Score -560114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -560117.812500 Penalty: 4167.061035
	Iteration 59Q: 3 clusters Score -560117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -560122.437500 Penalty: 4167.061035
	Iteration 60F: 3 clusters Score -560122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -560126.187500 Penalty: 4167.061035
	Iteration 61Q: 3 clusters Score -560126.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -560132.437500 Penalty: 4167.061035
	Iteration 62Q: 3 clusters Score -560132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -560141.000000 Penalty: 4167.061035
	Iteration 63Q: 3 clusters Score -560141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -560147.375000 Penalty: 4167.061035
	Iteration 64Q: 3 clusters Score -560147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -560151.062500 Penalty: 4167.061035
	Iteration 65Q: 3 clusters Score -560151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -560153.687500 Penalty: 4167.061035
	Iteration 66Q: 3 clusters Score -560153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -560157.000000 Penalty: 4167.061035
	Iteration 67Q: 3 clusters Score -560157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -560159.812500 Penalty: 4167.061035
	Iteration 68Q: 3 clusters Score -560159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -560164.625000 Penalty: 4167.061035
	Iteration 69Q: 3 clusters Score -560164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -560169.875000 Penalty: 4167.061035
	Iteration 70Q: 3 clusters Score -560169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -560174.750000 Penalty: 4167.061035
	Iteration 71Q: 3 clusters Score -560174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -560178.500000 Penalty: 4167.061035
	Iteration 72Q: 3 clusters Score -560178.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -560182.312500 Penalty: 4167.061035
	Iteration 73Q: 3 clusters Score -560182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -560187.312500 Penalty: 4167.061035
	Iteration 74Q: 3 clusters Score -560187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -560191.562500 Penalty: 4167.061035
	Iteration 75Q: 3 clusters Score -560191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -560194.500000 Penalty: 4167.061035
	Iteration 76Q: 3 clusters Score -560194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -560198.562500 Penalty: 4167.061035
	Iteration 77Q: 3 clusters Score -560198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -560202.562500 Penalty: 4167.061035
	Iteration 78Q: 3 clusters Score -560202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -560206.750000 Penalty: 4167.061035
	Iteration 79Q: 3 clusters Score -560206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -560211.625000 Penalty: 4167.061035
	Iteration 80F: 3 clusters Score -560211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -560214.437500 Penalty: 4167.061035
	Iteration 81Q: 3 clusters Score -560214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -560221.062500 Penalty: 4167.061035
	Iteration 82Q: 3 clusters Score -560221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -560232.000000 Penalty: 4167.061035
	Iteration 83Q: 3 clusters Score -560232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -560241.500000 Penalty: 4167.061035
	Iteration 84Q: 3 clusters Score -560241.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -560250.250000 Penalty: 4167.061035
	Iteration 85Q: 3 clusters Score -560250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -560257.250000 Penalty: 4167.061035
	Iteration 86Q: 3 clusters Score -560257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -560261.187500 Penalty: 4167.061035
	Iteration 87Q: 3 clusters Score -560261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -560263.062500 Penalty: 4167.061035
	Iteration 88Q: 3 clusters Score -560263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -560267.250000 Penalty: 4167.061035
	Iteration 89Q: 3 clusters Score -560267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -560268.437500 Penalty: 4167.061035
	Iteration 90Q: 3 clusters Score -560268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -560270.375000 Penalty: 4167.061035
	Iteration 91Q: 3 clusters Score -560270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -560271.312500 Penalty: 4167.061035
	Iteration 92Q: 3 clusters Score -560271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -560271.312500 Penalty: 4167.061035
	Iteration 93F: 3 clusters Score -560271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -978164.375000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -978164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -972104.062500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -972104.1 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -973705.250000 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -973705.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -973955.875000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -973955.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -974136.125000 Penalty: 4419.583496
	Iteration 3Q: 3 clusters Score -974136.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -974304.312500 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -974304.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -974496.750000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -974496.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -974700.000000 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -974700 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -974925.625000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -974925.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -975180.875000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -975180.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -975440.000000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -975440 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -975676.437500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -975676.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -975822.562500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -975822.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -975930.875000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -975930.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -975989.500000 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -975989.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -976023.500000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -976023.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -976048.000000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -976048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -976063.187500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -976063.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -976071.437500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -976071.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -976081.312500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -976081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -976086.437500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -976086.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -976092.687500 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -976092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -976097.750000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -976097.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -976096.875000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -976096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -976100.062500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -976100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -976103.187500 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -976103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -976102.312500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -976102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -976103.062500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -976103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -976104.625000 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -976104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -976107.812500 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -976107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -976105.750000 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -976105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -976105.750000 Penalty: 4419.583496
	Iteration 30F: 3 clusters Score -976105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1262081.125000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1262081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1254561.125000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1254561 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1256823.250000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1256823 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1257250.625000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1257251 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1257644.500000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1257644 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1257921.875000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1257922 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1258121.875000 Penalty: 4555.312988
	Iteration 5Q: 3 clusters Score -1258122 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1258265.000000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -1258265 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1258382.250000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -1258382 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1258493.250000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1258493 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1258609.625000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1258610 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1258740.875000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1258741 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1258885.625000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1258886 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1259040.875000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1259041 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1259217.125000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1259217 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1259381.750000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1259382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1259543.375000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1259543 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1259674.125000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1259674 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1259793.125000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1259793 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1259889.750000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1259890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1259982.500000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1259982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1260050.750000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1260051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1260122.000000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1260122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1260172.875000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1260173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1260223.875000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1260224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1260261.250000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1260261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1260288.250000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1260288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1260317.000000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1260317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1260343.250000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1260343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1260366.125000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1260366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1260386.250000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1260386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1260410.375000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1260410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1260435.125000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1260435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1260451.875000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1260452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1260477.500000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1260478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1260499.625000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1260500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1260524.250000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1260524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1260551.250000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1260551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1260576.625000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1260577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1260601.625000 Penalty: 4555.312988
	Iteration 38Q: 3 clusters Score -1260602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1260626.000000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1260626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1260645.875000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1260646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1260662.000000 Penalty: 4555.312988
	Iteration 41Q: 3 clusters Score -1260662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1260668.125000 Penalty: 4555.312988
	Iteration 42Q: 3 clusters Score -1260668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1260675.875000 Penalty: 4555.312988
	Iteration 43Q: 3 clusters Score -1260676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1260679.875000 Penalty: 4555.312988
	Iteration 44Q: 3 clusters Score -1260680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1260693.125000 Penalty: 4555.312988
	Iteration 45Q: 3 clusters Score -1260693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1260696.500000 Penalty: 4555.312988
	Iteration 46Q: 3 clusters Score -1260696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1260699.875000 Penalty: 4555.312988
	Iteration 47Q: 3 clusters Score -1260700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1260700.375000 Penalty: 4555.312988
	Iteration 48Q: 3 clusters Score -1260700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1260702.000000 Penalty: 4555.312988
	Iteration 49Q: 3 clusters Score -1260702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1260706.875000 Penalty: 4555.312988
	Iteration 50Q: 3 clusters Score -1260707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1260708.500000 Penalty: 4555.312988
	Iteration 51Q: 3 clusters Score -1260708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1260708.500000 Penalty: 4555.312988
	Iteration 52Q: 3 clusters Score -1260708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1260708.500000 Penalty: 4555.312988
	Iteration 53F: 3 clusters Score -1260708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Entering Unmasked Estep 
Score: -12738277.000000 Penalty: 2844.007324
	Iteration 0F: 2 clusters Score -1.273828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -12674537.000000 Penalty: 5688.014648
	Iteration 0F: 3 clusters Score -1.267454e+07 nChanged 45066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -12700106.000000 Penalty: 5688.014648
	Iteration 1F: 3 clusters Score -1.270011e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -12700783.000000 Penalty: 5688.014648
	Iteration 2Q: 3 clusters Score -1.270078e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -12701591.000000 Penalty: 5688.014648
	Iteration 3Q: 3 clusters Score -1.270159e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -12702586.000000 Penalty: 5688.014648
	Iteration 4Q: 3 clusters Score -1.270259e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -12704090.000000 Penalty: 5688.014648
	Iteration 5Q: 3 clusters Score -1.270409e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -12706912.000000 Penalty: 5688.014648
	Iteration 6F: 3 clusters Score -1.270691e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -12711350.000000 Penalty: 5688.014648
	Iteration 7F: 3 clusters Score -1.271135e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -12717531.000000 Penalty: 5688.014648
	Iteration 8F: 3 clusters Score -1.271753e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -12723769.000000 Penalty: 5688.014648
	Iteration 9F: 3 clusters Score -1.272377e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -12728759.000000 Penalty: 5688.014648
	Iteration 10F: 3 clusters Score -1.272876e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -12731874.000000 Penalty: 5688.014648
	Iteration 11Q: 3 clusters Score -1.273187e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -12733648.000000 Penalty: 5688.014648
	Iteration 12Q: 3 clusters Score -1.273365e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -12734627.000000 Penalty: 5688.014648
	Iteration 13Q: 3 clusters Score -1.273463e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -12735236.000000 Penalty: 5688.014648
	Iteration 14Q: 3 clusters Score -1.273524e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -12735686.000000 Penalty: 5688.014648
	Iteration 15Q: 3 clusters Score -1.273569e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -12735978.000000 Penalty: 5688.014648
	Iteration 16Q: 3 clusters Score -1.273598e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -12736126.000000 Penalty: 5688.014648
	Iteration 17Q: 3 clusters Score -1.273613e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -12736203.000000 Penalty: 5688.014648
	Iteration 18Q: 3 clusters Score -1.27362e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -12736237.000000 Penalty: 5688.014648
	Iteration 19Q: 3 clusters Score -1.273624e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -12736275.000000 Penalty: 5688.014648
	Iteration 20F: 3 clusters Score -1.273628e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -12736283.000000 Penalty: 5688.014648
	Iteration 21Q: 3 clusters Score -1.273628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -12736305.000000 Penalty: 5688.014648
	Iteration 22Q: 3 clusters Score -1.27363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -12736324.000000 Penalty: 5688.014648
	Iteration 23Q: 3 clusters Score -1.273632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -12736334.000000 Penalty: 5688.014648
	Iteration 24Q: 3 clusters Score -1.273633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -12736334.000000 Penalty: 5688.014648
	Iteration 25Q: 3 clusters Score -1.273633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -12736353.000000 Penalty: 5688.014648
	Iteration 26Q: 3 clusters Score -1.273635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -12736361.000000 Penalty: 5688.014648
	Iteration 27Q: 3 clusters Score -1.273636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -12736352.000000 Penalty: 5688.014648
	Iteration 28Q: 3 clusters Score -1.273635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -12736363.000000 Penalty: 5688.014648
	Iteration 29Q: 3 clusters Score -1.273636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -12736367.000000 Penalty: 5688.014648
	Iteration 30Q: 3 clusters Score -1.273637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -12736352.000000 Penalty: 5688.014648
	Iteration 31Q: 3 clusters Score -1.273635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -12736350.000000 Penalty: 5688.014648
	Iteration 32Q: 3 clusters Score -1.273635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -12736361.000000 Penalty: 5688.014648
	Iteration 33Q: 3 clusters Score -1.273636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -12736360.000000 Penalty: 5688.014648
	Iteration 34Q: 3 clusters Score -1.273636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12736368.000000 Penalty: 5688.014648
	Iteration 35Q: 3 clusters Score -1.273637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -12736354.000000 Penalty: 5688.014648
	Iteration 36Q: 3 clusters Score -1.273635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -12736358.000000 Penalty: 5688.014648
	Iteration 37Q: 3 clusters Score -1.273636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -12736358.000000 Penalty: 5688.014648
	Iteration 38F: 3 clusters Score -1.273636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Entering Unmasked Estep 
Score: -2039962.750000 Penalty: 2395.446045
	Iteration 0F: 2 clusters Score -2039963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2028723.000000 Penalty: 4790.892090
	Iteration 0F: 3 clusters Score -2028723 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2032544.500000 Penalty: 4790.892090
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2037088 nChanged 711
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Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2037654 nChanged 303
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2037744 nChanged 198
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Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2037793 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2037831 nChanged 131
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Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2037861 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2037877 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2037892 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2037912 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2037933.125000 Penalty: 4790.892090
	Iteration 16Q: 3 clusters Score -2037933 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2037946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2037951.500000 Penalty: 4790.892090
	Iteration 18Q: 3 clusters Score -2037952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2037960 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2037965 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2037968 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2037972 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2037980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2037995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2038006.000000 Penalty: 4790.892090
	Iteration 25Q: 3 clusters Score -2038006 nChanged 69
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Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2038024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2038038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2038046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2038057 nChanged 42
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2038063 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2038071 nChanged 37
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2038074 nChanged 33
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2038086 nChanged 37
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Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2038092 nChanged 52
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Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2038097 nChanged 48
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2038109 nChanged 45
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2038126 nChanged 38
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Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2038131 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2038145.875000 Penalty: 4790.892090
	Iteration 39Q: 3 clusters Score -2038146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2038147.875000 Penalty: 4790.892090
	Iteration 40F: 3 clusters Score -2038148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2038162.750000 Penalty: 4790.892090
	Iteration 41Q: 3 clusters Score -2038163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2038170.625000 Penalty: 4790.892090
	Iteration 42Q: 3 clusters Score -2038171 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2038170 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2038184 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2038187.125000 Penalty: 4790.892090
	Iteration 45Q: 3 clusters Score -2038187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2038190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2038198 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2038206 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2038205.625000 Penalty: 4790.892090
	Iteration 49Q: 3 clusters Score -2038206 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2038211.125000 Penalty: 4790.892090
	Iteration 50Q: 3 clusters Score -2038211 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2038215.750000 Penalty: 4790.892090
	Iteration 51Q: 3 clusters Score -2038216 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2038217.875000 Penalty: 4790.892090
	Iteration 52Q: 3 clusters Score -2038218 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2601 members 
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Entering Unmasked Estep 
Score: -2038222.750000 Penalty: 4790.892090
	Iteration 53Q: 3 clusters Score -2038223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2038224 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2038231.625000 Penalty: 4790.892090
	Iteration 55Q: 3 clusters Score -2038232 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2038232 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2038237.750000 Penalty: 4790.892090
	Iteration 57Q: 3 clusters Score -2038238 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2038243.250000 Penalty: 4790.892090
	Iteration 58Q: 3 clusters Score -2038243 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2038254.500000 Penalty: 4790.892090
	Iteration 59Q: 3 clusters Score -2038254 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2038270.625000 Penalty: 4790.892090
	Iteration 60F: 3 clusters Score -2038271 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2038286.250000 Penalty: 4790.892090
	Iteration 61Q: 3 clusters Score -2038286 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2038300.750000 Penalty: 4790.892090
	Iteration 62Q: 3 clusters Score -2038301 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2038317.875000 Penalty: 4790.892090
	Iteration 63Q: 3 clusters Score -2038318 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2038340.375000 Penalty: 4790.892090
	Iteration 64Q: 3 clusters Score -2038340 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2038361.625000 Penalty: 4790.892090
	Iteration 65Q: 3 clusters Score -2038362 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2038378 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2038396.625000 Penalty: 4790.892090
	Iteration 67Q: 3 clusters Score -2038397 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2038407.375000 Penalty: 4790.892090
	Iteration 68Q: 3 clusters Score -2038407 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2038418.625000 Penalty: 4790.892090
	Iteration 69Q: 3 clusters Score -2038419 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2038426.375000 Penalty: 4790.892090
	Iteration 70Q: 3 clusters Score -2038426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2038434.625000 Penalty: 4790.892090
	Iteration 71Q: 3 clusters Score -2038435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2038443.000000 Penalty: 4790.892090
	Iteration 72Q: 3 clusters Score -2038443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2038452.125000 Penalty: 4790.892090
	Iteration 73Q: 3 clusters Score -2038452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2038460.500000 Penalty: 4790.892090
	Iteration 74Q: 3 clusters Score -2038460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2038470.375000 Penalty: 4790.892090
	Iteration 75Q: 3 clusters Score -2038470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2038477.875000 Penalty: 4790.892090
	Iteration 76Q: 3 clusters Score -2038478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2038491.375000 Penalty: 4790.892090
	Iteration 77Q: 3 clusters Score -2038491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2038504.750000 Penalty: 4790.892090
	Iteration 78Q: 3 clusters Score -2038505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2038507.375000 Penalty: 4790.892090
	Iteration 79Q: 3 clusters Score -2038507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2038515.000000 Penalty: 4790.892090
	Iteration 80F: 3 clusters Score -2038515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2038530.500000 Penalty: 4790.892090
	Iteration 81Q: 3 clusters Score -2038530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2038543.375000 Penalty: 4790.892090
	Iteration 82Q: 3 clusters Score -2038543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2038560.500000 Penalty: 4790.892090
	Iteration 83Q: 3 clusters Score -2038560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2038577.750000 Penalty: 4790.892090
	Iteration 84Q: 3 clusters Score -2038578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2038588.250000 Penalty: 4790.892090
	Iteration 85Q: 3 clusters Score -2038588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2038598.625000 Penalty: 4790.892090
	Iteration 86Q: 3 clusters Score -2038599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2038603.125000 Penalty: 4790.892090
	Iteration 87Q: 3 clusters Score -2038603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2038616.250000 Penalty: 4790.892090
	Iteration 88Q: 3 clusters Score -2038616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2038627.625000 Penalty: 4790.892090
	Iteration 89Q: 3 clusters Score -2038628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2038637.750000 Penalty: 4790.892090
	Iteration 90Q: 3 clusters Score -2038638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2038655.000000 Penalty: 4790.892090
	Iteration 91Q: 3 clusters Score -2038655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2038680.500000 Penalty: 4790.892090
	Iteration 92Q: 3 clusters Score -2038680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2038697.500000 Penalty: 4790.892090
	Iteration 93Q: 3 clusters Score -2038698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2038706.500000 Penalty: 4790.892090
	Iteration 94Q: 3 clusters Score -2038706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2038715.750000 Penalty: 4790.892090
	Iteration 95Q: 3 clusters Score -2038716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2038730.125000 Penalty: 4790.892090
	Iteration 96Q: 3 clusters Score -2038730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2038734.375000 Penalty: 4790.892090
	Iteration 97Q: 3 clusters Score -2038734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2038743.875000 Penalty: 4790.892090
	Iteration 98Q: 3 clusters Score -2038744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2038749.375000 Penalty: 4790.892090
	Iteration 99Q: 3 clusters Score -2038749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2038751.250000 Penalty: 4790.892090
	Iteration 100F: 3 clusters Score -2038751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2038763.125000 Penalty: 4790.892090
	Iteration 101Q: 3 clusters Score -2038763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2038773.750000 Penalty: 4790.892090
	Iteration 102Q: 3 clusters Score -2038774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2038781.875000 Penalty: 4790.892090
	Iteration 103Q: 3 clusters Score -2038782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2038791.250000 Penalty: 4790.892090
	Iteration 104Q: 3 clusters Score -2038791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2038793.875000 Penalty: 4790.892090
	Iteration 105Q: 3 clusters Score -2038794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2038801.875000 Penalty: 4790.892090
	Iteration 106Q: 3 clusters Score -2038802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2038803.125000 Penalty: 4790.892090
	Iteration 107Q: 3 clusters Score -2038803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2038809.000000 Penalty: 4790.892090
	Iteration 108Q: 3 clusters Score -2038809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2038811.000000 Penalty: 4790.892090
	Iteration 109Q: 3 clusters Score -2038811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2038809.000000 Penalty: 4790.892090
	Iteration 110Q: 3 clusters Score -2038809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2038809.000000 Penalty: 4790.892090
	Iteration 111F: 3 clusters Score -2038809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -447909.375000 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -447909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -444310.843750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -444310.8 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -445043.562500 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -445043.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -445288.406250 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -445288.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -445465.625000 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -445465.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -445607.843750 Penalty: 4056.326660
	Iteration 4F: 3 clusters Score -445607.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -445738.312500 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -445738.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -445831.593750 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -445831.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -445893.000000 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -445893 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -445941.031250 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -445941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -445976.687500 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -445976.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -446005.125000 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -446005.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -446028.218750 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -446028.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -446049.468750 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -446049.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -446062.781250 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -446062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -446072.093750 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -446072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -446077.312500 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -446077.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -446082.000000 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -446082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -446087.750000 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -446087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -446094.000000 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -446094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -446101.687500 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -446101.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -446109.656250 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -446109.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -446116.312500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -446116.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -446122.687500 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -446122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -446126.218750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -446126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -446128.500000 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -446128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -446132.906250 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -446132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -446136.531250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -446136.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -446141.812500 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -446141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -446144.750000 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -446144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -446147.906250 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -446147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -446150.000000 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -446150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -446150.687500 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -446150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -446150.437500 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -446150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -446150.781250 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -446150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -446150.781250 Penalty: 4056.326660
	Iteration 34F: 3 clusters Score -446150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -492813.218750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -492813.2 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 1986 members 
Entering Unmasked Estep 
Score: -488897.468750 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -488897.5 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -489978.531250 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -489978.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -490369.031250 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -490369 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -490720.750000 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -490720.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -490993.875000 Penalty: 4115.828613
	Iteration 4F: 3 clusters Score -490993.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -491243.406250 Penalty: 4115.828613
	Iteration 5F: 3 clusters Score -491243.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -491442.906250 Penalty: 4115.828613
	Iteration 6F: 3 clusters Score -491442.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -491579.625000 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -491579.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -491690.968750 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -491691 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -491800.750000 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -491800.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -491864.562500 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -491864.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -491920.937500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -491920.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -491966.250000 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -491966.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -492010.406250 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -492010.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -492052.437500 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -492052.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -492073.937500 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -492073.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -492089.125000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -492089.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -492102.468750 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -492102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -492121.281250 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -492121.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -492131.906250 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -492131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -492138.437500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -492138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -492144.187500 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -492144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -492148.875000 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -492148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -492151.937500 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -492151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -492153.906250 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -492153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -492154.500000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -492154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -492155.093750 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -492155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -492155.093750 Penalty: 4115.828613
	Iteration 27F: 3 clusters Score -492155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -165705.953125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -165706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163672.812500 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -163672.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164583.375000 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -164583.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165127.218750 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -165127.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165566.203125 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -165566.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -165866.984375 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -165867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165975.734375 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -165975.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166002.328125 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -166002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -166010.687500 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -166010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -166017.781250 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -166017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -166018.718750 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -166018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -166018.718750 Penalty: 3572.150391
	Iteration 10F: 3 clusters Score -166018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 127319 members 
Mstep: Class 6 contains 228311 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 97876 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 128199 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 95585 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 290 members 
Mstep: Class 25 contains 132311 members 
Mstep: Class 26 contains 71764 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 79791 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 1052 members 
Entering Unmasked Estep 
Score: -181125616.000000 Penalty: 119358.375000
Splitting cluster 24 changes total score from -181126944.000000 to -181125616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (132311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Entering Unmasked Estep 
Score: -16511246.000000 Penalty: 2924.641846
	Iteration 0F: 2 clusters Score -1.651125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -16422333.000000 Penalty: 5849.283691
	Iteration 0F: 3 clusters Score -1.642233e+07 nChanged 63198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -16459499.000000 Penalty: 5849.283691
	Iteration 1F: 3 clusters Score -1.64595e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -16460926.000000 Penalty: 5849.283691
	Iteration 2Q: 3 clusters Score -1.646093e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -16462553.000000 Penalty: 5849.283691
	Iteration 3Q: 3 clusters Score -1.646255e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -16464693.000000 Penalty: 5849.283691
	Iteration 4Q: 3 clusters Score -1.646469e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -16467950.000000 Penalty: 5849.283691
	Iteration 5Q: 3 clusters Score -1.646795e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -16471853.000000 Penalty: 5849.283691
	Iteration 6F: 3 clusters Score -1.647185e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -16476610.000000 Penalty: 5849.283691
	Iteration 7F: 3 clusters Score -1.647661e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -16482470.000000 Penalty: 5849.283691
	Iteration 8F: 3 clusters Score -1.648247e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -16488187.000000 Penalty: 5849.283691
	Iteration 9F: 3 clusters Score -1.648819e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -16492660.000000 Penalty: 5849.283691
	Iteration 10Q: 3 clusters Score -1.649266e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -16496096.000000 Penalty: 5849.283691
	Iteration 11Q: 3 clusters Score -1.64961e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -16498542.000000 Penalty: 5849.283691
	Iteration 12Q: 3 clusters Score -1.649854e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -16500579.000000 Penalty: 5849.283691
	Iteration 13Q: 3 clusters Score -1.650058e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -16502072.000000 Penalty: 5849.283691
	Iteration 14Q: 3 clusters Score -1.650207e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120045 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -16503277.000000 Penalty: 5849.283691
	Iteration 15Q: 3 clusters Score -1.650328e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -16504269.000000 Penalty: 5849.283691
	Iteration 16Q: 3 clusters Score -1.650427e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123690 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -16505052.000000 Penalty: 5849.283691
	Iteration 17Q: 3 clusters Score -1.650505e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -16505766.000000 Penalty: 5849.283691
	Iteration 18Q: 3 clusters Score -1.650577e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -16506342.000000 Penalty: 5849.283691
	Iteration 19Q: 3 clusters Score -1.650634e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -16506851.000000 Penalty: 5849.283691
	Iteration 20F: 3 clusters Score -1.650685e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -16507316.000000 Penalty: 5849.283691
	Iteration 21Q: 3 clusters Score -1.650732e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -16507575.000000 Penalty: 5849.283691
	Iteration 22Q: 3 clusters Score -1.650758e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -16507733.000000 Penalty: 5849.283691
	Iteration 23Q: 3 clusters Score -1.650773e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16507916.000000 Penalty: 5849.283691
	Iteration 24Q: 3 clusters Score -1.650792e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -16508108.000000 Penalty: 5849.283691
	Iteration 25Q: 3 clusters Score -1.650811e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130359 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -16508238.000000 Penalty: 5849.283691
	Iteration 26Q: 3 clusters Score -1.650824e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16508346.000000 Penalty: 5849.283691
	Iteration 27Q: 3 clusters Score -1.650835e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16508417.000000 Penalty: 5849.283691
	Iteration 28Q: 3 clusters Score -1.650842e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16508492.000000 Penalty: 5849.283691
	Iteration 29Q: 3 clusters Score -1.650849e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16508527.000000 Penalty: 5849.283691
	Iteration 30Q: 3 clusters Score -1.650853e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16508616.000000 Penalty: 5849.283691
	Iteration 31Q: 3 clusters Score -1.650862e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16508641.000000 Penalty: 5849.283691
	Iteration 32Q: 3 clusters Score -1.650864e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16508689.000000 Penalty: 5849.283691
	Iteration 33Q: 3 clusters Score -1.650869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16508782.000000 Penalty: 5849.283691
	Iteration 34Q: 3 clusters Score -1.650878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16508819.000000 Penalty: 5849.283691
	Iteration 35Q: 3 clusters Score -1.650882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16508842.000000 Penalty: 5849.283691
	Iteration 36Q: 3 clusters Score -1.650884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16508853.000000 Penalty: 5849.283691
	Iteration 37Q: 3 clusters Score -1.650885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16508859.000000 Penalty: 5849.283691
	Iteration 38Q: 3 clusters Score -1.650886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131450 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16508859.000000 Penalty: 5849.283691
	Iteration 39Q: 3 clusters Score -1.650886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16508871.000000 Penalty: 5849.283691
	Iteration 40F: 3 clusters Score -1.650887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131479 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16508886.000000 Penalty: 5849.283691
	Iteration 41Q: 3 clusters Score -1.650889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131487 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16508900.000000 Penalty: 5849.283691
	Iteration 42Q: 3 clusters Score -1.65089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16508909.000000 Penalty: 5849.283691
	Iteration 43Q: 3 clusters Score -1.650891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16508897.000000 Penalty: 5849.283691
	Iteration 44Q: 3 clusters Score -1.65089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16508898.000000 Penalty: 5849.283691
	Iteration 45Q: 3 clusters Score -1.65089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16508909.000000 Penalty: 5849.283691
	Iteration 46Q: 3 clusters Score -1.650891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16508916.000000 Penalty: 5849.283691
	Iteration 47Q: 3 clusters Score -1.650892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131508 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16508916.000000 Penalty: 5849.283691
	Iteration 48Q: 3 clusters Score -1.650892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16508924.000000 Penalty: 5849.283691
	Iteration 49Q: 3 clusters Score -1.650892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16508928.000000 Penalty: 5849.283691
	Iteration 50Q: 3 clusters Score -1.650893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131521 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16508933.000000 Penalty: 5849.283691
	Iteration 51Q: 3 clusters Score -1.650893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16508925.000000 Penalty: 5849.283691
	Iteration 52Q: 3 clusters Score -1.650892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16508932.000000 Penalty: 5849.283691
	Iteration 53Q: 3 clusters Score -1.650893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16508931.000000 Penalty: 5849.283691
	Iteration 54Q: 3 clusters Score -1.650893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16508937.000000 Penalty: 5849.283691
	Iteration 55Q: 3 clusters Score -1.650894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16508954.000000 Penalty: 5849.283691
	Iteration 56Q: 3 clusters Score -1.650895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16508944.000000 Penalty: 5849.283691
	Iteration 57Q: 3 clusters Score -1.650894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16508943.000000 Penalty: 5849.283691
	Iteration 58Q: 3 clusters Score -1.650894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16508943.000000 Penalty: 5849.283691
	Iteration 59F: 3 clusters Score -1.650894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (71764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Entering Unmasked Estep 
Score: -9524438.000000 Penalty: 2772.922119
	Iteration 0F: 2 clusters Score -9524438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -9476387.000000 Penalty: 5545.844238
	Iteration 0F: 3 clusters Score -9476387 nChanged 33488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -9495492.000000 Penalty: 5545.844238
	Iteration 1F: 3 clusters Score -9495492 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -9496143.000000 Penalty: 5545.844238
	Iteration 2Q: 3 clusters Score -9496143 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -9497099.000000 Penalty: 5545.844238
	Iteration 3Q: 3 clusters Score -9497099 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -9498405.000000 Penalty: 5545.844238
	Iteration 4Q: 3 clusters Score -9498405 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -9500452.000000 Penalty: 5545.844238
	Iteration 5F: 3 clusters Score -9500452 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -9503384.000000 Penalty: 5545.844238
	Iteration 6F: 3 clusters Score -9503384 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -9507503.000000 Penalty: 5545.844238
	Iteration 7F: 3 clusters Score -9507503 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -9511992.000000 Penalty: 5545.844238
	Iteration 8F: 3 clusters Score -9511992 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -9515910.000000 Penalty: 5545.844238
	Iteration 9F: 3 clusters Score -9515910 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9518714.000000 Penalty: 5545.844238
	Iteration 10Q: 3 clusters Score -9518714 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9520382.000000 Penalty: 5545.844238
	Iteration 11Q: 3 clusters Score -9520382 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9521274.000000 Penalty: 5545.844238
	Iteration 12Q: 3 clusters Score -9521274 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9521662.000000 Penalty: 5545.844238
	Iteration 13Q: 3 clusters Score -9521662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9521877.000000 Penalty: 5545.844238
	Iteration 14Q: 3 clusters Score -9521877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9522025.000000 Penalty: 5545.844238
	Iteration 15Q: 3 clusters Score -9522025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9522095.000000 Penalty: 5545.844238
	Iteration 16Q: 3 clusters Score -9522095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9522151.000000 Penalty: 5545.844238
	Iteration 17Q: 3 clusters Score -9522151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9522175.000000 Penalty: 5545.844238
	Iteration 18Q: 3 clusters Score -9522175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9522203.000000 Penalty: 5545.844238
	Iteration 19Q: 3 clusters Score -9522203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9522217.000000 Penalty: 5545.844238
	Iteration 20F: 3 clusters Score -9522217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9522224.000000 Penalty: 5545.844238
	Iteration 21Q: 3 clusters Score -9522224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9522233.000000 Penalty: 5545.844238
	Iteration 22Q: 3 clusters Score -9522233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9522237.000000 Penalty: 5545.844238
	Iteration 23Q: 3 clusters Score -9522237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9522242.000000 Penalty: 5545.844238
	Iteration 24Q: 3 clusters Score -9522242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9522257.000000 Penalty: 5545.844238
	Iteration 25Q: 3 clusters Score -9522257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9522256.000000 Penalty: 5545.844238
	Iteration 26Q: 3 clusters Score -9522256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9522264.000000 Penalty: 5545.844238
	Iteration 27Q: 3 clusters Score -9522264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9522270.000000 Penalty: 5545.844238
	Iteration 28Q: 3 clusters Score -9522270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9522272.000000 Penalty: 5545.844238
	Iteration 29Q: 3 clusters Score -9522272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9522270.000000 Penalty: 5545.844238
	Iteration 30Q: 3 clusters Score -9522270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9522274.000000 Penalty: 5545.844238
	Iteration 31Q: 3 clusters Score -9522274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9522275.000000 Penalty: 5545.844238
	Iteration 32Q: 3 clusters Score -9522275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9522278.000000 Penalty: 5545.844238
	Iteration 33Q: 3 clusters Score -9522278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9522280.000000 Penalty: 5545.844238
	Iteration 34Q: 3 clusters Score -9522280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9522284.000000 Penalty: 5545.844238
	Iteration 35Q: 3 clusters Score -9522284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9522285.000000 Penalty: 5545.844238
	Iteration 36Q: 3 clusters Score -9522285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9522295.000000 Penalty: 5545.844238
	Iteration 37Q: 3 clusters Score -9522295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9522298.000000 Penalty: 5545.844238
	Iteration 38Q: 3 clusters Score -9522298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9522298.000000 Penalty: 5545.844238
	Iteration 39Q: 3 clusters Score -9522298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9522306.000000 Penalty: 5545.844238
	Iteration 40F: 3 clusters Score -9522306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9522314.000000 Penalty: 5545.844238
	Iteration 41Q: 3 clusters Score -9522314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9522317.000000 Penalty: 5545.844238
	Iteration 42Q: 3 clusters Score -9522317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9522320.000000 Penalty: 5545.844238
	Iteration 43Q: 3 clusters Score -9522320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9522328.000000 Penalty: 5545.844238
	Iteration 44Q: 3 clusters Score -9522328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9522335.000000 Penalty: 5545.844238
	Iteration 45Q: 3 clusters Score -9522335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9522336.000000 Penalty: 5545.844238
	Iteration 46Q: 3 clusters Score -9522336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9522333.000000 Penalty: 5545.844238
	Iteration 47Q: 3 clusters Score -9522333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9522333.000000 Penalty: 5545.844238
	Iteration 48F: 3 clusters Score -9522333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Entering Unmasked Estep 
Score: -2331988.000000 Penalty: 2418.992188
	Iteration 0F: 2 clusters Score -2331988 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 8522 members 
Entering Unmasked Estep 
Score: -2319747.250000 Penalty: 4837.984375
	Iteration 0F: 3 clusters Score -2319747 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2323863.500000 Penalty: 4837.984375
	Iteration 1F: 3 clusters Score -2323864 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2324460.750000 Penalty: 4837.984375
	Iteration 2F: 3 clusters Score -2324461 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2325388.250000 Penalty: 4837.984375
	Iteration 3F: 3 clusters Score -2325388 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2326852.750000 Penalty: 4837.984375
	Iteration 4F: 3 clusters Score -2326853 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2328595.000000 Penalty: 4837.984375
	Iteration 5F: 3 clusters Score -2328595 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2329821.500000 Penalty: 4837.984375
	Iteration 6F: 3 clusters Score -2329822 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2330484.250000 Penalty: 4837.984375
	Iteration 7F: 3 clusters Score -2330484 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2330787.000000 Penalty: 4837.984375
	Iteration 8Q: 3 clusters Score -2330787 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2330949.750000 Penalty: 4837.984375
	Iteration 9Q: 3 clusters Score -2330950 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2331054.000000 Penalty: 4837.984375
	Iteration 10Q: 3 clusters Score -2331054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2331148.500000 Penalty: 4837.984375
	Iteration 11Q: 3 clusters Score -2331148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2331195.500000 Penalty: 4837.984375
	Iteration 12Q: 3 clusters Score -2331196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2331222.750000 Penalty: 4837.984375
	Iteration 13Q: 3 clusters Score -2331223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2331247.250000 Penalty: 4837.984375
	Iteration 14Q: 3 clusters Score -2331247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2331270.250000 Penalty: 4837.984375
	Iteration 15Q: 3 clusters Score -2331270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2331292.000000 Penalty: 4837.984375
	Iteration 16Q: 3 clusters Score -2331292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2331311.250000 Penalty: 4837.984375
	Iteration 17Q: 3 clusters Score -2331311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2331328.250000 Penalty: 4837.984375
	Iteration 18Q: 3 clusters Score -2331328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2331336.000000 Penalty: 4837.984375
	Iteration 19Q: 3 clusters Score -2331336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2331342.250000 Penalty: 4837.984375
	Iteration 20F: 3 clusters Score -2331342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2331353.500000 Penalty: 4837.984375
	Iteration 21Q: 3 clusters Score -2331354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2331359.250000 Penalty: 4837.984375
	Iteration 22Q: 3 clusters Score -2331359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2331367.750000 Penalty: 4837.984375
	Iteration 23Q: 3 clusters Score -2331368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2331367.750000 Penalty: 4837.984375
	Iteration 24Q: 3 clusters Score -2331368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2331370.250000 Penalty: 4837.984375
	Iteration 25Q: 3 clusters Score -2331370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2331374.250000 Penalty: 4837.984375
	Iteration 26Q: 3 clusters Score -2331374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2331379.750000 Penalty: 4837.984375
	Iteration 27Q: 3 clusters Score -2331380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2331376.750000 Penalty: 4837.984375
	Iteration 28Q: 3 clusters Score -2331377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2331380.500000 Penalty: 4837.984375
	Iteration 29Q: 3 clusters Score -2331380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2331385.000000 Penalty: 4837.984375
	Iteration 30Q: 3 clusters Score -2331385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2331380.750000 Penalty: 4837.984375
	Iteration 31Q: 3 clusters Score -2331381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2331380.000000 Penalty: 4837.984375
	Iteration 32Q: 3 clusters Score -2331380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2331383.500000 Penalty: 4837.984375
	Iteration 33Q: 3 clusters Score -2331384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2331378.500000 Penalty: 4837.984375
	Iteration 34Q: 3 clusters Score -2331378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2331377.750000 Penalty: 4837.984375
	Iteration 35Q: 3 clusters Score -2331378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2331380.000000 Penalty: 4837.984375
	Iteration 36Q: 3 clusters Score -2331380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2331381.000000 Penalty: 4837.984375
	Iteration 37Q: 3 clusters Score -2331381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2331382.000000 Penalty: 4837.984375
	Iteration 38Q: 3 clusters Score -2331382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2331382.000000 Penalty: 4837.984375
	Iteration 39F: 3 clusters Score -2331382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2835699.500000 Penalty: 2476.901611
	Iteration 0F: 2 clusters Score -2835700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2820566.250000 Penalty: 4953.803223
	Iteration 0F: 3 clusters Score -2820566 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2826071.750000 Penalty: 4953.803223
	Iteration 1F: 3 clusters Score -2826072 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2826812.250000 Penalty: 4953.803223
	Iteration 2F: 3 clusters Score -2826812 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2827680.500000 Penalty: 4953.803223
	Iteration 3F: 3 clusters Score -2827680 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2828651.750000 Penalty: 4953.803223
	Iteration 4F: 3 clusters Score -2828652 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2829686.000000 Penalty: 4953.803223
	Iteration 5F: 3 clusters Score -2829686 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2830568.000000 Penalty: 4953.803223
	Iteration 6F: 3 clusters Score -2830568 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2831187.500000 Penalty: 4953.803223
	Iteration 7F: 3 clusters Score -2831188 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2831599.250000 Penalty: 4953.803223
	Iteration 8Q: 3 clusters Score -2831599 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2831890.000000 Penalty: 4953.803223
	Iteration 9Q: 3 clusters Score -2831890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2832135.500000 Penalty: 4953.803223
	Iteration 10Q: 3 clusters Score -2832136 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2832366.500000 Penalty: 4953.803223
	Iteration 11Q: 3 clusters Score -2832366 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2832572.500000 Penalty: 4953.803223
	Iteration 12Q: 3 clusters Score -2832572 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2832761.250000 Penalty: 4953.803223
	Iteration 13Q: 3 clusters Score -2832761 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2832985.750000 Penalty: 4953.803223
	Iteration 14Q: 3 clusters Score -2832986 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2833181.750000 Penalty: 4953.803223
	Iteration 15Q: 3 clusters Score -2833182 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2833312.750000 Penalty: 4953.803223
	Iteration 16Q: 3 clusters Score -2833313 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2833419.000000 Penalty: 4953.803223
	Iteration 17Q: 3 clusters Score -2833419 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2833476.250000 Penalty: 4953.803223
	Iteration 18Q: 3 clusters Score -2833476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2833522.250000 Penalty: 4953.803223
	Iteration 19Q: 3 clusters Score -2833522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2833546.250000 Penalty: 4953.803223
	Iteration 20F: 3 clusters Score -2833546 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2833564.000000 Penalty: 4953.803223
	Iteration 21Q: 3 clusters Score -2833564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2833583.750000 Penalty: 4953.803223
	Iteration 22Q: 3 clusters Score -2833584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2833592.750000 Penalty: 4953.803223
	Iteration 23Q: 3 clusters Score -2833593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2833603.750000 Penalty: 4953.803223
	Iteration 24Q: 3 clusters Score -2833604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2833608.750000 Penalty: 4953.803223
	Iteration 25Q: 3 clusters Score -2833609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2833614.750000 Penalty: 4953.803223
	Iteration 26Q: 3 clusters Score -2833615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2833619.500000 Penalty: 4953.803223
	Iteration 27Q: 3 clusters Score -2833620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2833630.500000 Penalty: 4953.803223
	Iteration 28Q: 3 clusters Score -2833630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2833632.000000 Penalty: 4953.803223
	Iteration 29Q: 3 clusters Score -2833632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2833632.500000 Penalty: 4953.803223
	Iteration 30Q: 3 clusters Score -2833632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2833636.500000 Penalty: 4953.803223
	Iteration 31Q: 3 clusters Score -2833636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2833637.750000 Penalty: 4953.803223
	Iteration 32Q: 3 clusters Score -2833638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2833642.750000 Penalty: 4953.803223
	Iteration 33Q: 3 clusters Score -2833643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2833636.750000 Penalty: 4953.803223
	Iteration 34Q: 3 clusters Score -2833637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2833644.000000 Penalty: 4953.803223
	Iteration 35Q: 3 clusters Score -2833644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2833651.500000 Penalty: 4953.803223
	Iteration 36Q: 3 clusters Score -2833652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2833652.250000 Penalty: 4953.803223
	Iteration 37Q: 3 clusters Score -2833652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2833650.500000 Penalty: 4953.803223
	Iteration 38Q: 3 clusters Score -2833650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2833658.500000 Penalty: 4953.803223
	Iteration 39Q: 3 clusters Score -2833658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2833666.000000 Penalty: 4953.803223
	Iteration 40F: 3 clusters Score -2833666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2833671.500000 Penalty: 4953.803223
	Iteration 41Q: 3 clusters Score -2833672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2833674.000000 Penalty: 4953.803223
	Iteration 42Q: 3 clusters Score -2833674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2833680.500000 Penalty: 4953.803223
	Iteration 43Q: 3 clusters Score -2833680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2833674.500000 Penalty: 4953.803223
	Iteration 44Q: 3 clusters Score -2833674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2833674.250000 Penalty: 4953.803223
	Iteration 45Q: 3 clusters Score -2833674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2833678.250000 Penalty: 4953.803223
	Iteration 46Q: 3 clusters Score -2833678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2833679.250000 Penalty: 4953.803223
	Iteration 47Q: 3 clusters Score -2833679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2833681.750000 Penalty: 4953.803223
	Iteration 48Q: 3 clusters Score -2833682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2833685.000000 Penalty: 4953.803223
	Iteration 49Q: 3 clusters Score -2833685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2833687.000000 Penalty: 4953.803223
	Iteration 50Q: 3 clusters Score -2833687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2833685.000000 Penalty: 4953.803223
	Iteration 51Q: 3 clusters Score -2833685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2833702.250000 Penalty: 4953.803223
	Iteration 52Q: 3 clusters Score -2833702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2833697.750000 Penalty: 4953.803223
	Iteration 53Q: 3 clusters Score -2833698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2833700.750000 Penalty: 4953.803223
	Iteration 54Q: 3 clusters Score -2833701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2833701.750000 Penalty: 4953.803223
	Iteration 55Q: 3 clusters Score -2833702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2833703.000000 Penalty: 4953.803223
	Iteration 56Q: 3 clusters Score -2833703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2833703.000000 Penalty: 4953.803223
	Iteration 57Q: 3 clusters Score -2833703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2833698.750000 Penalty: 4953.803223
	Iteration 58Q: 3 clusters Score -2833699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2833703.500000 Penalty: 4953.803223
	Iteration 59Q: 3 clusters Score -2833704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2833704.000000 Penalty: 4953.803223
	Iteration 60F: 3 clusters Score -2833704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2833703.500000 Penalty: 4953.803223
	Iteration 61Q: 3 clusters Score -2833704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2833710.750000 Penalty: 4953.803223
	Iteration 62Q: 3 clusters Score -2833711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2833703.750000 Penalty: 4953.803223
	Iteration 63Q: 3 clusters Score -2833704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2833705.750000 Penalty: 4953.803223
	Iteration 64Q: 3 clusters Score -2833706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2833705.250000 Penalty: 4953.803223
	Iteration 65Q: 3 clusters Score -2833705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2833708.000000 Penalty: 4953.803223
	Iteration 66Q: 3 clusters Score -2833708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2833713.500000 Penalty: 4953.803223
	Iteration 67Q: 3 clusters Score -2833714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2833713.250000 Penalty: 4953.803223
	Iteration 68Q: 3 clusters Score -2833713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2833711.250000 Penalty: 4953.803223
	Iteration 69Q: 3 clusters Score -2833711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2833714.750000 Penalty: 4953.803223
	Iteration 70Q: 3 clusters Score -2833715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2833718.750000 Penalty: 4953.803223
	Iteration 71Q: 3 clusters Score -2833719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2833720.750000 Penalty: 4953.803223
	Iteration 72Q: 3 clusters Score -2833721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2833722.250000 Penalty: 4953.803223
	Iteration 73Q: 3 clusters Score -2833722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2833723.500000 Penalty: 4953.803223
	Iteration 74Q: 3 clusters Score -2833724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2833726.250000 Penalty: 4953.803223
	Iteration 75Q: 3 clusters Score -2833726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2833725.250000 Penalty: 4953.803223
	Iteration 76Q: 3 clusters Score -2833725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2833724.000000 Penalty: 4953.803223
	Iteration 77Q: 3 clusters Score -2833724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2833718.250000 Penalty: 4953.803223
	Iteration 78Q: 3 clusters Score -2833718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2833725.750000 Penalty: 4953.803223
	Iteration 79Q: 3 clusters Score -2833726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2833730.750000 Penalty: 4953.803223
	Iteration 80F: 3 clusters Score -2833731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2833735.500000 Penalty: 4953.803223
	Iteration 81Q: 3 clusters Score -2833736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2833735.250000 Penalty: 4953.803223
	Iteration 82Q: 3 clusters Score -2833735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2833734.500000 Penalty: 4953.803223
	Iteration 83Q: 3 clusters Score -2833734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2833740.000000 Penalty: 4953.803223
	Iteration 84Q: 3 clusters Score -2833740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2833739.750000 Penalty: 4953.803223
	Iteration 85Q: 3 clusters Score -2833740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2833739.500000 Penalty: 4953.803223
	Iteration 86Q: 3 clusters Score -2833740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2833740.750000 Penalty: 4953.803223
	Iteration 87Q: 3 clusters Score -2833741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2833744.500000 Penalty: 4953.803223
	Iteration 88Q: 3 clusters Score -2833744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2833745.750000 Penalty: 4953.803223
	Iteration 89Q: 3 clusters Score -2833746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2833744.750000 Penalty: 4953.803223
	Iteration 90Q: 3 clusters Score -2833745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2833749.250000 Penalty: 4953.803223
	Iteration 91Q: 3 clusters Score -2833749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2833750.250000 Penalty: 4953.803223
	Iteration 92Q: 3 clusters Score -2833750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2833748.500000 Penalty: 4953.803223
	Iteration 93Q: 3 clusters Score -2833748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2833755.500000 Penalty: 4953.803223
	Iteration 94Q: 3 clusters Score -2833756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2833754.250000 Penalty: 4953.803223
	Iteration 95Q: 3 clusters Score -2833754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2833758.000000 Penalty: 4953.803223
	Iteration 96Q: 3 clusters Score -2833758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2833756.750000 Penalty: 4953.803223
	Iteration 97Q: 3 clusters Score -2833757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2833756.250000 Penalty: 4953.803223
	Iteration 98Q: 3 clusters Score -2833756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2833761.750000 Penalty: 4953.803223
	Iteration 99Q: 3 clusters Score -2833762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2833766.500000 Penalty: 4953.803223
	Iteration 100F: 3 clusters Score -2833766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2833767.000000 Penalty: 4953.803223
	Iteration 101Q: 3 clusters Score -2833767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2833770.000000 Penalty: 4953.803223
	Iteration 102Q: 3 clusters Score -2833770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2833776.000000 Penalty: 4953.803223
	Iteration 103Q: 3 clusters Score -2833776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2833784.500000 Penalty: 4953.803223
	Iteration 104Q: 3 clusters Score -2833784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2833790.500000 Penalty: 4953.803223
	Iteration 105Q: 3 clusters Score -2833790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2833787.750000 Penalty: 4953.803223
	Iteration 106Q: 3 clusters Score -2833788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2833796.250000 Penalty: 4953.803223
	Iteration 107Q: 3 clusters Score -2833796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2833797.750000 Penalty: 4953.803223
	Iteration 108Q: 3 clusters Score -2833798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2833809.750000 Penalty: 4953.803223
	Iteration 109Q: 3 clusters Score -2833810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2833810.750000 Penalty: 4953.803223
	Iteration 110Q: 3 clusters Score -2833811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2833815.000000 Penalty: 4953.803223
	Iteration 111Q: 3 clusters Score -2833815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2833825.000000 Penalty: 4953.803223
	Iteration 112Q: 3 clusters Score -2833825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2833827.750000 Penalty: 4953.803223
	Iteration 113Q: 3 clusters Score -2833828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2833840.000000 Penalty: 4953.803223
	Iteration 114Q: 3 clusters Score -2833840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2833837.500000 Penalty: 4953.803223
	Iteration 115Q: 3 clusters Score -2833838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2833839.000000 Penalty: 4953.803223
	Iteration 116Q: 3 clusters Score -2833839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2833838.250000 Penalty: 4953.803223
	Iteration 117Q: 3 clusters Score -2833838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2833852.000000 Penalty: 4953.803223
	Iteration 118Q: 3 clusters Score -2833852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2833852.250000 Penalty: 4953.803223
	Iteration 119Q: 3 clusters Score -2833852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2833851.500000 Penalty: 4953.803223
	Iteration 120F: 3 clusters Score -2833852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2833854.250000 Penalty: 4953.803223
	Iteration 121Q: 3 clusters Score -2833854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2833855.250000 Penalty: 4953.803223
	Iteration 122Q: 3 clusters Score -2833855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2833864.250000 Penalty: 4953.803223
	Iteration 123Q: 3 clusters Score -2833864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2833861.000000 Penalty: 4953.803223
	Iteration 124Q: 3 clusters Score -2833861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2833865.000000 Penalty: 4953.803223
	Iteration 125Q: 3 clusters Score -2833865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2833865.250000 Penalty: 4953.803223
	Iteration 126Q: 3 clusters Score -2833865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2833867.500000 Penalty: 4953.803223
	Iteration 127Q: 3 clusters Score -2833868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2833866.500000 Penalty: 4953.803223
	Iteration 128Q: 3 clusters Score -2833866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2833863.000000 Penalty: 4953.803223
	Iteration 129Q: 3 clusters Score -2833863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2833865.500000 Penalty: 4953.803223
	Iteration 130Q: 3 clusters Score -2833866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2833865.250000 Penalty: 4953.803223
	Iteration 131Q: 3 clusters Score -2833865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2833862.750000 Penalty: 4953.803223
	Iteration 132Q: 3 clusters Score -2833863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2833862.750000 Penalty: 4953.803223
	Iteration 133Q: 3 clusters Score -2833863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2833861.250000 Penalty: 4953.803223
	Iteration 134Q: 3 clusters Score -2833861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2833867.250000 Penalty: 4953.803223
	Iteration 135Q: 3 clusters Score -2833867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2833867.750000 Penalty: 4953.803223
	Iteration 136Q: 3 clusters Score -2833868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2833872.000000 Penalty: 4953.803223
	Iteration 137Q: 3 clusters Score -2833872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2833866.250000 Penalty: 4953.803223
	Iteration 138Q: 3 clusters Score -2833866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2833868.000000 Penalty: 4953.803223
	Iteration 139Q: 3 clusters Score -2833868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2833864.250000 Penalty: 4953.803223
	Iteration 140F: 3 clusters Score -2833864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2833863.250000 Penalty: 4953.803223
	Iteration 141Q: 3 clusters Score -2833863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2833865.250000 Penalty: 4953.803223
	Iteration 142Q: 3 clusters Score -2833865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2833864.000000 Penalty: 4953.803223
	Iteration 143Q: 3 clusters Score -2833864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2833867.000000 Penalty: 4953.803223
	Iteration 144Q: 3 clusters Score -2833867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2833867.250000 Penalty: 4953.803223
	Iteration 145Q: 3 clusters Score -2833867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2833866.000000 Penalty: 4953.803223
	Iteration 146Q: 3 clusters Score -2833866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2833867.500000 Penalty: 4953.803223
	Iteration 147Q: 3 clusters Score -2833868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2833866.500000 Penalty: 4953.803223
	Iteration 148Q: 3 clusters Score -2833866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2833868.750000 Penalty: 4953.803223
	Iteration 149Q: 3 clusters Score -2833869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2833868.500000 Penalty: 4953.803223
	Iteration 150Q: 3 clusters Score -2833868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2833871.750000 Penalty: 4953.803223
	Iteration 151Q: 3 clusters Score -2833872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2833870.750000 Penalty: 4953.803223
	Iteration 152Q: 3 clusters Score -2833871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2833872.500000 Penalty: 4953.803223
	Iteration 153Q: 3 clusters Score -2833872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2833871.250000 Penalty: 4953.803223
	Iteration 154Q: 3 clusters Score -2833871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2833872.500000 Penalty: 4953.803223
	Iteration 155Q: 3 clusters Score -2833872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2833875.000000 Penalty: 4953.803223
	Iteration 156Q: 3 clusters Score -2833875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2833868.000000 Penalty: 4953.803223
	Iteration 157Q: 3 clusters Score -2833868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2833863.750000 Penalty: 4953.803223
	Iteration 158Q: 3 clusters Score -2833864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2833858.250000 Penalty: 4953.803223
	Iteration 159Q: 3 clusters Score -2833858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2833863.750000 Penalty: 4953.803223
	Iteration 160F: 3 clusters Score -2833864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2833867.000000 Penalty: 4953.803223
	Iteration 161Q: 3 clusters Score -2833867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2833873.000000 Penalty: 4953.803223
	Iteration 162Q: 3 clusters Score -2833873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2833875.500000 Penalty: 4953.803223
	Iteration 163Q: 3 clusters Score -2833876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2833875.250000 Penalty: 4953.803223
	Iteration 164Q: 3 clusters Score -2833875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2833889.500000 Penalty: 4953.803223
	Iteration 165Q: 3 clusters Score -2833890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2833887.500000 Penalty: 4953.803223
	Iteration 166Q: 3 clusters Score -2833888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2833887.750000 Penalty: 4953.803223
	Iteration 167Q: 3 clusters Score -2833888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2833892.250000 Penalty: 4953.803223
	Iteration 168Q: 3 clusters Score -2833892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2833891.250000 Penalty: 4953.803223
	Iteration 169Q: 3 clusters Score -2833891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2833889.000000 Penalty: 4953.803223
	Iteration 170Q: 3 clusters Score -2833889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2833894.750000 Penalty: 4953.803223
	Iteration 171Q: 3 clusters Score -2833895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2833902.000000 Penalty: 4953.803223
	Iteration 172Q: 3 clusters Score -2833902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2833901.000000 Penalty: 4953.803223
	Iteration 173Q: 3 clusters Score -2833901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2833905.500000 Penalty: 4953.803223
	Iteration 174Q: 3 clusters Score -2833906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2833903.000000 Penalty: 4953.803223
	Iteration 175Q: 3 clusters Score -2833903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2833905.750000 Penalty: 4953.803223
	Iteration 176Q: 3 clusters Score -2833906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2833908.750000 Penalty: 4953.803223
	Iteration 177Q: 3 clusters Score -2833909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2833912.250000 Penalty: 4953.803223
	Iteration 178Q: 3 clusters Score -2833912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2833905.500000 Penalty: 4953.803223
	Iteration 179Q: 3 clusters Score -2833906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2833910.250000 Penalty: 4953.803223
	Iteration 180F: 3 clusters Score -2833910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2833912.000000 Penalty: 4953.803223
	Iteration 181Q: 3 clusters Score -2833912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2833913.000000 Penalty: 4953.803223
	Iteration 182Q: 3 clusters Score -2833913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2833902.750000 Penalty: 4953.803223
	Iteration 183Q: 3 clusters Score -2833903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2833910.000000 Penalty: 4953.803223
	Iteration 184Q: 3 clusters Score -2833910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2833916.000000 Penalty: 4953.803223
	Iteration 185Q: 3 clusters Score -2833916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2833909.500000 Penalty: 4953.803223
	Iteration 186Q: 3 clusters Score -2833910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2833911.750000 Penalty: 4953.803223
	Iteration 187Q: 3 clusters Score -2833912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2833914.000000 Penalty: 4953.803223
	Iteration 188Q: 3 clusters Score -2833914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2833915.250000 Penalty: 4953.803223
	Iteration 189Q: 3 clusters Score -2833915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2833922.500000 Penalty: 4953.803223
	Iteration 190Q: 3 clusters Score -2833922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2833919.500000 Penalty: 4953.803223
	Iteration 191Q: 3 clusters Score -2833920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2833922.750000 Penalty: 4953.803223
	Iteration 192Q: 3 clusters Score -2833923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2833924.500000 Penalty: 4953.803223
	Iteration 193Q: 3 clusters Score -2833924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2833918.250000 Penalty: 4953.803223
	Iteration 194Q: 3 clusters Score -2833918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2833923.250000 Penalty: 4953.803223
	Iteration 195Q: 3 clusters Score -2833923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2833919.250000 Penalty: 4953.803223
	Iteration 196Q: 3 clusters Score -2833919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2833922.500000 Penalty: 4953.803223
	Iteration 197Q: 3 clusters Score -2833922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2833924.250000 Penalty: 4953.803223
	Iteration 198Q: 3 clusters Score -2833924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2833924.000000 Penalty: 4953.803223
	Iteration 199Q: 3 clusters Score -2833924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2833922.000000 Penalty: 4953.803223
	Iteration 200F: 3 clusters Score -2833922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2833922.500000 Penalty: 4953.803223
	Iteration 201Q: 3 clusters Score -2833922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2833924.500000 Penalty: 4953.803223
	Iteration 202Q: 3 clusters Score -2833924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2833926.500000 Penalty: 4953.803223
	Iteration 203Q: 3 clusters Score -2833926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2833926.750000 Penalty: 4953.803223
	Iteration 204Q: 3 clusters Score -2833927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2833924.500000 Penalty: 4953.803223
	Iteration 205Q: 3 clusters Score -2833924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2833924.500000 Penalty: 4953.803223
	Iteration 206F: 3 clusters Score -2833924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -580442.437500 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -580442.4 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 2474 members 
Entering Unmasked Estep 
Score: -575881.062500 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -575881.1 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -577240.437500 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -577240.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -577656.937500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -577656.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -578041.000000 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -578041 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -578367.187500 Penalty: 4226.210938
	Iteration 4F: 3 clusters Score -578367.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -578573.312500 Penalty: 4226.210938
	Iteration 5F: 3 clusters Score -578573.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -578736.875000 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -578736.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -578891.312500 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -578891.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -579027.812500 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -579027.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -579184.375000 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -579184.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -579337.250000 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -579337.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -579454.250000 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -579454.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -579539.062500 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -579539.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -579586.125000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -579586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -579624.250000 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -579624.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -579647.375000 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -579647.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -579661.187500 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -579661.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -579668.750000 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -579668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -579674.250000 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -579674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -579679.937500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -579679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -579681.500000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -579681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -579685.875000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -579685.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -579690.000000 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -579690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -579694.187500 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -579694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -579695.187500 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -579695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -579696.250000 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -579696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -579696.062500 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -579696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -579696.062500 Penalty: 4226.210938
	Iteration 27F: 3 clusters Score -579696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Entering Unmasked Estep 
Score: -1228816.500000 Penalty: 2265.392334
	Iteration 0F: 2 clusters Score -1228816 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 4688 members 
Entering Unmasked Estep 
Score: -1221654.125000 Penalty: 4530.784668
	Iteration 0F: 3 clusters Score -1221654 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1223840.750000 Penalty: 4530.784668
	Iteration 1F: 3 clusters Score -1223841 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1224322.000000 Penalty: 4530.784668
	Iteration 2F: 3 clusters Score -1224322 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1224888.375000 Penalty: 4530.784668
	Iteration 3F: 3 clusters Score -1224888 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1225551.750000 Penalty: 4530.784668
	Iteration 4F: 3 clusters Score -1225552 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1226156.375000 Penalty: 4530.784668
	Iteration 5F: 3 clusters Score -1226156 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1226719.625000 Penalty: 4530.784668
	Iteration 6F: 3 clusters Score -1226720 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1227166.625000 Penalty: 4530.784668
	Iteration 7F: 3 clusters Score -1227167 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1227489.375000 Penalty: 4530.784668
	Iteration 8Q: 3 clusters Score -1227489 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1227706.375000 Penalty: 4530.784668
	Iteration 9Q: 3 clusters Score -1227706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1227864.500000 Penalty: 4530.784668
	Iteration 10Q: 3 clusters Score -1227864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1227947.750000 Penalty: 4530.784668
	Iteration 11Q: 3 clusters Score -1227948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1228013.250000 Penalty: 4530.784668
	Iteration 12Q: 3 clusters Score -1228013 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1228064.250000 Penalty: 4530.784668
	Iteration 13Q: 3 clusters Score -1228064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1228092.875000 Penalty: 4530.784668
	Iteration 14Q: 3 clusters Score -1228093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1228109.250000 Penalty: 4530.784668
	Iteration 15Q: 3 clusters Score -1228109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1228119.125000 Penalty: 4530.784668
	Iteration 16Q: 3 clusters Score -1228119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1228126.625000 Penalty: 4530.784668
	Iteration 17Q: 3 clusters Score -1228127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1228137.625000 Penalty: 4530.784668
	Iteration 18Q: 3 clusters Score -1228138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1228147.125000 Penalty: 4530.784668
	Iteration 19Q: 3 clusters Score -1228147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1228159.500000 Penalty: 4530.784668
	Iteration 20F: 3 clusters Score -1228160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1228173.750000 Penalty: 4530.784668
	Iteration 21Q: 3 clusters Score -1228174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1228181.125000 Penalty: 4530.784668
	Iteration 22Q: 3 clusters Score -1228181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1228186.125000 Penalty: 4530.784668
	Iteration 23Q: 3 clusters Score -1228186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1228192.000000 Penalty: 4530.784668
	Iteration 24Q: 3 clusters Score -1228192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1228192.125000 Penalty: 4530.784668
	Iteration 25Q: 3 clusters Score -1228192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1228192.250000 Penalty: 4530.784668
	Iteration 26Q: 3 clusters Score -1228192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1228197.000000 Penalty: 4530.784668
	Iteration 27Q: 3 clusters Score -1228197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1228202.875000 Penalty: 4530.784668
	Iteration 28Q: 3 clusters Score -1228203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1228203.250000 Penalty: 4530.784668
	Iteration 29Q: 3 clusters Score -1228203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1228206.500000 Penalty: 4530.784668
	Iteration 30Q: 3 clusters Score -1228206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1228208.125000 Penalty: 4530.784668
	Iteration 31Q: 3 clusters Score -1228208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1228211.500000 Penalty: 4530.784668
	Iteration 32Q: 3 clusters Score -1228212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1228214.625000 Penalty: 4530.784668
	Iteration 33Q: 3 clusters Score -1228215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1228219.375000 Penalty: 4530.784668
	Iteration 34Q: 3 clusters Score -1228219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1228218.000000 Penalty: 4530.784668
	Iteration 35Q: 3 clusters Score -1228218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1228217.250000 Penalty: 4530.784668
	Iteration 36Q: 3 clusters Score -1228217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1228219.125000 Penalty: 4530.784668
	Iteration 37Q: 3 clusters Score -1228219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1228219.500000 Penalty: 4530.784668
	Iteration 38Q: 3 clusters Score -1228220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1228219.500000 Penalty: 4530.784668
	Iteration 39F: 3 clusters Score -1228220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Entering Unmasked Estep 
Score: -2478128.500000 Penalty: 2434.819580
	Iteration 0F: 2 clusters Score -2478128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2465146.750000 Penalty: 4869.639160
	Iteration 0F: 3 clusters Score -2465147 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2469539.250000 Penalty: 4869.639160
	Iteration 1F: 3 clusters Score -2469539 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2469951.750000 Penalty: 4869.639160
	Iteration 2F: 3 clusters Score -2469952 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2470311.250000 Penalty: 4869.639160
	Iteration 3Q: 3 clusters Score -2470311 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2470649.750000 Penalty: 4869.639160
	Iteration 4Q: 3 clusters Score -2470650 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2471038.250000 Penalty: 4869.639160
	Iteration 5Q: 3 clusters Score -2471038 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2471470.500000 Penalty: 4869.639160
	Iteration 6Q: 3 clusters Score -2471470 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2471971.000000 Penalty: 4869.639160
	Iteration 7Q: 3 clusters Score -2471971 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2472442.250000 Penalty: 4869.639160
	Iteration 8Q: 3 clusters Score -2472442 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2472884.000000 Penalty: 4869.639160
	Iteration 9Q: 3 clusters Score -2472884 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2473302.500000 Penalty: 4869.639160
	Iteration 10Q: 3 clusters Score -2473302 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2473656.250000 Penalty: 4869.639160
	Iteration 11Q: 3 clusters Score -2473656 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2473940.000000 Penalty: 4869.639160
	Iteration 12Q: 3 clusters Score -2473940 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2474174.000000 Penalty: 4869.639160
	Iteration 13Q: 3 clusters Score -2474174 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2474363.000000 Penalty: 4869.639160
	Iteration 14Q: 3 clusters Score -2474363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2474506.750000 Penalty: 4869.639160
	Iteration 15Q: 3 clusters Score -2474507 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2474613.500000 Penalty: 4869.639160
	Iteration 16Q: 3 clusters Score -2474614 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2474696.750000 Penalty: 4869.639160
	Iteration 17Q: 3 clusters Score -2474697 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2474786.500000 Penalty: 4869.639160
	Iteration 18Q: 3 clusters Score -2474786 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2474873.250000 Penalty: 4869.639160
	Iteration 19Q: 3 clusters Score -2474873 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2474965.250000 Penalty: 4869.639160
	Iteration 20F: 3 clusters Score -2474965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2475030.750000 Penalty: 4869.639160
	Iteration 21Q: 3 clusters Score -2475031 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2475115.000000 Penalty: 4869.639160
	Iteration 22Q: 3 clusters Score -2475115 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2475203.500000 Penalty: 4869.639160
	Iteration 23Q: 3 clusters Score -2475204 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2475278.500000 Penalty: 4869.639160
	Iteration 24Q: 3 clusters Score -2475278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2475339.500000 Penalty: 4869.639160
	Iteration 25Q: 3 clusters Score -2475340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2475407.500000 Penalty: 4869.639160
	Iteration 26Q: 3 clusters Score -2475408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2475477.750000 Penalty: 4869.639160
	Iteration 27Q: 3 clusters Score -2475478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2475541.250000 Penalty: 4869.639160
	Iteration 28Q: 3 clusters Score -2475541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2475596.750000 Penalty: 4869.639160
	Iteration 29Q: 3 clusters Score -2475597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2475656.250000 Penalty: 4869.639160
	Iteration 30Q: 3 clusters Score -2475656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2475700.750000 Penalty: 4869.639160
	Iteration 31Q: 3 clusters Score -2475701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2475744.750000 Penalty: 4869.639160
	Iteration 32Q: 3 clusters Score -2475745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2475777.000000 Penalty: 4869.639160
	Iteration 33Q: 3 clusters Score -2475777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2475815.750000 Penalty: 4869.639160
	Iteration 34Q: 3 clusters Score -2475816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2475841.000000 Penalty: 4869.639160
	Iteration 35Q: 3 clusters Score -2475841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2475865.250000 Penalty: 4869.639160
	Iteration 36Q: 3 clusters Score -2475865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2475891.500000 Penalty: 4869.639160
	Iteration 37Q: 3 clusters Score -2475892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2475908.500000 Penalty: 4869.639160
	Iteration 38Q: 3 clusters Score -2475908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2475929.500000 Penalty: 4869.639160
	Iteration 39Q: 3 clusters Score -2475930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2475939.000000 Penalty: 4869.639160
	Iteration 40F: 3 clusters Score -2475939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2475956.250000 Penalty: 4869.639160
	Iteration 41Q: 3 clusters Score -2475956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2475982.500000 Penalty: 4869.639160
	Iteration 42Q: 3 clusters Score -2475982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2476002.000000 Penalty: 4869.639160
	Iteration 43Q: 3 clusters Score -2476002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2476012.500000 Penalty: 4869.639160
	Iteration 44Q: 3 clusters Score -2476012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2476016.500000 Penalty: 4869.639160
	Iteration 45Q: 3 clusters Score -2476016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2476024.000000 Penalty: 4869.639160
	Iteration 46Q: 3 clusters Score -2476024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2476034.250000 Penalty: 4869.639160
	Iteration 47Q: 3 clusters Score -2476034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2476043.250000 Penalty: 4869.639160
	Iteration 48Q: 3 clusters Score -2476043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2476047.750000 Penalty: 4869.639160
	Iteration 49Q: 3 clusters Score -2476048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2476049.000000 Penalty: 4869.639160
	Iteration 50Q: 3 clusters Score -2476049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2476051.750000 Penalty: 4869.639160
	Iteration 51Q: 3 clusters Score -2476052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2476063.250000 Penalty: 4869.639160
	Iteration 52Q: 3 clusters Score -2476063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2476066.750000 Penalty: 4869.639160
	Iteration 53Q: 3 clusters Score -2476067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2476067.750000 Penalty: 4869.639160
	Iteration 54Q: 3 clusters Score -2476068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2476076.750000 Penalty: 4869.639160
	Iteration 55Q: 3 clusters Score -2476077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2476079.000000 Penalty: 4869.639160
	Iteration 56Q: 3 clusters Score -2476079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2476084.000000 Penalty: 4869.639160
	Iteration 57Q: 3 clusters Score -2476084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2476086.000000 Penalty: 4869.639160
	Iteration 58Q: 3 clusters Score -2476086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2476088.500000 Penalty: 4869.639160
	Iteration 59Q: 3 clusters Score -2476088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2476089.750000 Penalty: 4869.639160
	Iteration 60F: 3 clusters Score -2476090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2476089.500000 Penalty: 4869.639160
	Iteration 61Q: 3 clusters Score -2476090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2476091.750000 Penalty: 4869.639160
	Iteration 62Q: 3 clusters Score -2476092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2476091.250000 Penalty: 4869.639160
	Iteration 63Q: 3 clusters Score -2476091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2476092.250000 Penalty: 4869.639160
	Iteration 64Q: 3 clusters Score -2476092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2476092.250000 Penalty: 4869.639160
	Iteration 65F: 3 clusters Score -2476092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Entering Unmasked Estep 
Score: -10700229.000000 Penalty: 2799.217041
	Iteration 0F: 2 clusters Score -1.070023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -10646951.000000 Penalty: 5598.434082
	Iteration 0F: 3 clusters Score -1.064695e+07 nChanged 37360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -10667865.000000 Penalty: 5598.434082
	Iteration 1F: 3 clusters Score -1.066786e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -10668571.000000 Penalty: 5598.434082
	Iteration 2Q: 3 clusters Score -1.066857e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -10669502.000000 Penalty: 5598.434082
	Iteration 3Q: 3 clusters Score -1.06695e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -10670900.000000 Penalty: 5598.434082
	Iteration 4Q: 3 clusters Score -1.06709e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -10673219.000000 Penalty: 5598.434082
	Iteration 5F: 3 clusters Score -1.067322e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -10676895.000000 Penalty: 5598.434082
	Iteration 6F: 3 clusters Score -1.06769e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -10681975.000000 Penalty: 5598.434082
	Iteration 7F: 3 clusters Score -1.068198e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -10687281.000000 Penalty: 5598.434082
	Iteration 8F: 3 clusters Score -1.068728e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -10691049.000000 Penalty: 5598.434082
	Iteration 9F: 3 clusters Score -1.069105e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10693349.000000 Penalty: 5598.434082
	Iteration 10Q: 3 clusters Score -1.069335e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -10694632.000000 Penalty: 5598.434082
	Iteration 11Q: 3 clusters Score -1.069463e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -10695529.000000 Penalty: 5598.434082
	Iteration 12Q: 3 clusters Score -1.069553e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10696068.000000 Penalty: 5598.434082
	Iteration 13Q: 3 clusters Score -1.069607e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -10696434.000000 Penalty: 5598.434082
	Iteration 14Q: 3 clusters Score -1.069643e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -10696738.000000 Penalty: 5598.434082
	Iteration 15Q: 3 clusters Score -1.069674e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -10697011.000000 Penalty: 5598.434082
	Iteration 16Q: 3 clusters Score -1.069701e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -10697162.000000 Penalty: 5598.434082
	Iteration 17Q: 3 clusters Score -1.069716e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -10697324.000000 Penalty: 5598.434082
	Iteration 18Q: 3 clusters Score -1.069732e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -10697431.000000 Penalty: 5598.434082
	Iteration 19Q: 3 clusters Score -1.069743e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -10697522.000000 Penalty: 5598.434082
	Iteration 20F: 3 clusters Score -1.069752e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -10697599.000000 Penalty: 5598.434082
	Iteration 21Q: 3 clusters Score -1.06976e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -10697669.000000 Penalty: 5598.434082
	Iteration 22Q: 3 clusters Score -1.069767e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -10697704.000000 Penalty: 5598.434082
	Iteration 23Q: 3 clusters Score -1.06977e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 78955 members 
Entering Unmasked Estep 
Score: -10697751.000000 Penalty: 5598.434082
	Iteration 24Q: 3 clusters Score -1.069775e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -10697763.000000 Penalty: 5598.434082
	Iteration 25Q: 3 clusters Score -1.069776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -10697773.000000 Penalty: 5598.434082
	Iteration 26Q: 3 clusters Score -1.069777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10697798.000000 Penalty: 5598.434082
	Iteration 27Q: 3 clusters Score -1.06978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -10697817.000000 Penalty: 5598.434082
	Iteration 28Q: 3 clusters Score -1.069782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -10697816.000000 Penalty: 5598.434082
	Iteration 29Q: 3 clusters Score -1.069782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -10697823.000000 Penalty: 5598.434082
	Iteration 30Q: 3 clusters Score -1.069782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -10697851.000000 Penalty: 5598.434082
	Iteration 31Q: 3 clusters Score -1.069785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -10697856.000000 Penalty: 5598.434082
	Iteration 32Q: 3 clusters Score -1.069786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -10697842.000000 Penalty: 5598.434082
	Iteration 33Q: 3 clusters Score -1.069784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -10697845.000000 Penalty: 5598.434082
	Iteration 34Q: 3 clusters Score -1.069784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -10697853.000000 Penalty: 5598.434082
	Iteration 35Q: 3 clusters Score -1.069785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -10697865.000000 Penalty: 5598.434082
	Iteration 36Q: 3 clusters Score -1.069786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -10697868.000000 Penalty: 5598.434082
	Iteration 37Q: 3 clusters Score -1.069787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -10697867.000000 Penalty: 5598.434082
	Iteration 38Q: 3 clusters Score -1.069787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -10697873.000000 Penalty: 5598.434082
	Iteration 39Q: 3 clusters Score -1.069787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -10697874.000000 Penalty: 5598.434082
	Iteration 40F: 3 clusters Score -1.069787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -10697876.000000 Penalty: 5598.434082
	Iteration 41Q: 3 clusters Score -1.069788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -10697878.000000 Penalty: 5598.434082
	Iteration 42Q: 3 clusters Score -1.069788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -10697877.000000 Penalty: 5598.434082
	Iteration 43Q: 3 clusters Score -1.069788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -10697877.000000 Penalty: 5598.434082
	Iteration 44Q: 3 clusters Score -1.069788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -10697879.000000 Penalty: 5598.434082
	Iteration 45Q: 3 clusters Score -1.069788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10697880.000000 Penalty: 5598.434082
	Iteration 46Q: 3 clusters Score -1.069788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -10697873.000000 Penalty: 5598.434082
	Iteration 47Q: 3 clusters Score -1.069787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -10697876.000000 Penalty: 5598.434082
	Iteration 48Q: 3 clusters Score -1.069788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -10697876.000000 Penalty: 5598.434082
	Iteration 49F: 3 clusters Score -1.069788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1224702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1217390.000000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1217390 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1219505.875000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1219506 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1219790.000000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1219790 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1220021.375000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1220021 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1220208.750000 Penalty: 4536.687988
	Iteration 4Q: 3 clusters Score -1220209 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1220388.750000 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -1220389 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1220573.125000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -1220573 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1220729.875000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -1220730 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1220895.750000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1220896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1221083.500000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1221084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1221256.000000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1221256 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1221424.250000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1221424 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1221620.625000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1221621 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1221820.000000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1221820 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1222003.250000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1222003 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1222165.500000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1222166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1222304.000000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1222304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1222405.000000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1222405 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1222499.000000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1222499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1222559.375000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1222559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1222614.375000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1222614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1222642.500000 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -1222642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1222662.500000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -1222662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1222677.750000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -1222678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1222693.125000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -1222693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1222709.500000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -1222710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1222718.250000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -1222718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1222731.750000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -1222732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1222745.000000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -1222745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1222753.375000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -1222753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1222755.500000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -1222756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1222754.250000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -1222754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1222758.875000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -1222759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1222761.750000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -1222762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1222760.375000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -1222760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1222760.375000 Penalty: 4536.687988
	Iteration 35F: 3 clusters Score -1222760 nChanged 0
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -539360512.000000 Penalty: 124838.882812
22->34 Clusters: Score -539360512.000000, best is -540155072.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 63824 members 
Mstep: Class 3 contains 63964 members 
Mstep: Class 4 contains 63584 members 
Mstep: Class 5 contains 64156 members 
Mstep: Class 6 contains 63427 members 
Mstep: Class 7 contains 63603 members 
Mstep: Class 8 contains 63918 members 
Mstep: Class 9 contains 63979 members 
Mstep: Class 10 contains 63600 members 
Mstep: Class 11 contains 64111 members 
Mstep: Class 12 contains 64220 members 
Mstep: Class 13 contains 64075 members 
Mstep: Class 14 contains 63261 members 
Mstep: Class 15 contains 64230 members 
Mstep: Class 16 contains 63961 members 
Mstep: Class 17 contains 64147 members 
Mstep: Class 18 contains 63762 members 
Mstep: Class 19 contains 63824 members 
Mstep: Class 20 contains 63728 members 
Mstep: Class 21 contains 64007 members 
Mstep: Class 22 contains 63848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1401.866211 but Gain 3510.539062
Score: -174503200.000000 Penalty: 73721.351562
Iteration 0F: 22 clusters Score -1.745032e+08 nChanged 1333191
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 37868 members 
Mstep: Class 3 contains 46732 members 
Mstep: Class 4 contains 39267 members 
Mstep: Class 5 contains 49845 members 
Mstep: Class 6 contains 66028 members 
Mstep: Class 7 contains 56952 members 
Mstep: Class 8 contains 113093 members 
Mstep: Class 9 contains 54139 members 
Mstep: Class 10 contains 40193 members 
Mstep: Class 11 contains 57157 members 
Mstep: Class 12 contains 48752 members 
Mstep: Class 13 contains 59595 members 
Mstep: Class 15 contains 91999 members 
Mstep: Class 16 contains 138315 members 
Mstep: Class 17 contains 62962 members 
Mstep: Class 18 contains 110606 members 
Mstep: Class 19 contains 103997 members 
Mstep: Class 20 contains 90572 members 
Mstep: Class 21 contains 39831 members 
Mstep: Class 22 contains 54963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178200960.000000 Penalty: 73721.351562
Iteration 1F: 22 clusters Score -1.78201e+08 nChanged 541133
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 23218 members 
Mstep: Class 3 contains 51663 members 
Mstep: Class 4 contains 32570 members 
Mstep: Class 5 contains 38311 members 
Mstep: Class 6 contains 79589 members 
Mstep: Class 7 contains 57946 members 
Mstep: Class 8 contains 93008 members 
Mstep: Class 9 contains 36588 members 
Mstep: Class 10 contains 28339 members 
Mstep: Class 11 contains 48905 members 
Mstep: Class 12 contains 37856 members 
Mstep: Class 13 contains 57635 members 
Mstep: Class 15 contains 102988 members 
Mstep: Class 16 contains 179198 members 
Mstep: Class 17 contains 65044 members 
Mstep: Class 18 contains 119020 members 
Mstep: Class 19 contains 144945 members 
Mstep: Class 20 contains 106334 members 
Mstep: Class 21 contains 25963 members 
Mstep: Class 22 contains 48518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179301232.000000 Penalty: 73721.351562
Iteration 2F: 22 clusters Score -1.793012e+08 nChanged 400680
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 58222 members 
Mstep: Class 4 contains 29982 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 80885 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 76623 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 21719 members 
Mstep: Class 11 contains 43977 members 
Mstep: Class 12 contains 34180 members 
Mstep: Class 13 contains 60343 members 
Mstep: Class 15 contains 96494 members 
Mstep: Class 16 contains 201612 members 
Mstep: Class 17 contains 69418 members 
Mstep: Class 18 contains 136532 members 
Mstep: Class 19 contains 185211 members 
Mstep: Class 20 contains 97042 members 
Mstep: Class 21 contains 17836 members 
Mstep: Class 22 contains 49895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179812096.000000 Penalty: 73721.351562
Iteration 3F: 22 clusters Score -1.798121e+08 nChanged 285406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9124 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 27984 members 
Mstep: Class 5 contains 25253 members 
Mstep: Class 6 contains 80016 members 
Mstep: Class 7 contains 76733 members 
Mstep: Class 8 contains 67402 members 
Mstep: Class 9 contains 9291 members 
Mstep: Class 10 contains 16785 members 
Mstep: Class 11 contains 40690 members 
Mstep: Class 12 contains 32469 members 
Mstep: Class 13 contains 63274 members 
Mstep: Class 15 contains 90605 members 
Mstep: Class 16 contains 205913 members 
Mstep: Class 17 contains 69006 members 
Mstep: Class 18 contains 153203 members 
Mstep: Class 19 contains 216038 members 
Mstep: Class 20 contains 84706 members 
Mstep: Class 21 contains 13363 members 
Mstep: Class 22 contains 57219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180059632.000000 Penalty: 73721.351562
Iteration 4F: 22 clusters Score -1.800596e+08 nChanged 215336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8039 members 
Mstep: Class 3 contains 53524 members 
Mstep: Class 4 contains 27466 members 
Mstep: Class 5 contains 23277 members 
Mstep: Class 6 contains 80649 members 
Mstep: Class 7 contains 88520 members 
Mstep: Class 8 contains 61627 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 37750 members 
Mstep: Class 12 contains 31707 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 15 contains 88397 members 
Mstep: Class 16 contains 200096 members 
Mstep: Class 17 contains 68440 members 
Mstep: Class 18 contains 163306 members 
Mstep: Class 19 contains 235239 members 
Mstep: Class 20 contains 75584 members 
Mstep: Class 21 contains 10241 members 
Mstep: Class 22 contains 61232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180238688.000000 Penalty: 73721.351562
Iteration 5F: 22 clusters Score -1.802387e+08 nChanged 180380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 48914 members 
Mstep: Class 4 contains 28175 members 
Mstep: Class 5 contains 23694 members 
Mstep: Class 6 contains 84081 members 
Mstep: Class 7 contains 104386 members 
Mstep: Class 8 contains 56635 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 34666 members 
Mstep: Class 12 contains 33077 members 
Mstep: Class 13 contains 70235 members 
Mstep: Class 15 contains 87400 members 
Mstep: Class 16 contains 193674 members 
Mstep: Class 17 contains 67130 members 
Mstep: Class 18 contains 165975 members 
Mstep: Class 19 contains 243348 members 
Mstep: Class 20 contains 68242 members 
Mstep: Class 21 contains 7536 members 
Mstep: Class 22 contains 61703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390960.000000 Penalty: 73721.351562
Iteration 6F: 22 clusters Score -1.80391e+08 nChanged 156043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 45219 members 
Mstep: Class 4 contains 29371 members 
Mstep: Class 5 contains 24005 members 
Mstep: Class 6 contains 90230 members 
Mstep: Class 7 contains 121433 members 
Mstep: Class 8 contains 52857 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 31449 members 
Mstep: Class 12 contains 36095 members 
Mstep: Class 13 contains 73326 members 
Mstep: Class 15 contains 89138 members 
Mstep: Class 16 contains 188640 members 
Mstep: Class 17 contains 64373 members 
Mstep: Class 18 contains 162487 members 
Mstep: Class 19 contains 245012 members 
Mstep: Class 20 contains 61230 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 60640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180517664.000000 Penalty: 73721.351562
Iteration 7F: 22 clusters Score -1.805177e+08 nChanged 135923
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 41743 members 
Mstep: Class 4 contains 30542 members 
Mstep: Class 5 contains 23760 members 
Mstep: Class 6 contains 97579 members 
Mstep: Class 7 contains 139245 members 
Mstep: Class 8 contains 50016 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 28768 members 
Mstep: Class 12 contains 39038 members 
Mstep: Class 13 contains 75398 members 
Mstep: Class 15 contains 94598 members 
Mstep: Class 16 contains 185574 members 
Mstep: Class 17 contains 61195 members 
Mstep: Class 18 contains 155409 members 
Mstep: Class 19 contains 243073 members 
Mstep: Class 20 contains 52733 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 59316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180616400.000000 Penalty: 73721.351562
Iteration 8F: 22 clusters Score -1.806164e+08 nChanged 117808
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 38398 members 
Mstep: Class 4 contains 31288 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 106025 members 
Mstep: Class 7 contains 156937 members 
Mstep: Class 8 contains 47502 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 26654 members 
Mstep: Class 12 contains 41477 members 
Mstep: Class 13 contains 77150 members 
Mstep: Class 15 contains 100634 members 
Mstep: Class 16 contains 183569 members 
Mstep: Class 17 contains 57941 members 
Mstep: Class 18 contains 147522 members 
Mstep: Class 19 contains 239865 members 
Mstep: Class 20 contains 43162 members 
Mstep: Class 21 contains 3379 members 
Mstep: Class 22 contains 57842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180696912.000000 Penalty: 73721.351562
Iteration 9F: 22 clusters Score -1.806969e+08 nChanged 99460
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 35846 members 
Mstep: Class 4 contains 31357 members 
Mstep: Class 5 contains 22754 members 
Mstep: Class 6 contains 115967 members 
Mstep: Class 7 contains 173353 members 
Mstep: Class 8 contains 45010 members 
Mstep: Class 9 contains 1924 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 43141 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 15 contains 105680 members 
Mstep: Class 16 contains 182133 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 140442 members 
Mstep: Class 19 contains 235751 members 
Mstep: Class 20 contains 34156 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 56207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180758224.000000 Penalty: 73721.351562
Iteration 10F: 22 clusters Score -1.807582e+08 nChanged 78459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 33922 members 
Mstep: Class 4 contains 31099 members 
Mstep: Class 5 contains 22018 members 
Mstep: Class 6 contains 124320 members 
Mstep: Class 7 contains 187969 members 
Mstep: Class 8 contains 42672 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 12535 members 
Mstep: Class 11 contains 23512 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 79388 members 
Mstep: Class 15 contains 109472 members 
Mstep: Class 16 contains 180733 members 
Mstep: Class 17 contains 51450 members 
Mstep: Class 18 contains 134935 members 
Mstep: Class 19 contains 231583 members 
Mstep: Class 20 contains 28010 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 54528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180797408.000000 Penalty: 73721.351562
Iteration 11F: 22 clusters Score -1.807974e+08 nChanged 61810
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 32669 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 129833 members 
Mstep: Class 7 contains 200862 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 13896 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 44631 members 
Mstep: Class 13 contains 79486 members 
Mstep: Class 15 contains 112419 members 
Mstep: Class 16 contains 178797 members 
Mstep: Class 17 contains 48908 members 
Mstep: Class 18 contains 130811 members 
Mstep: Class 19 contains 227515 members 
Mstep: Class 20 contains 25505 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 52789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180825520.000000 Penalty: 73721.351562
Iteration 12Q: 22 clusters Score -1.808255e+08 nChanged 50083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 31959 members 
Mstep: Class 4 contains 30478 members 
Mstep: Class 5 contains 20005 members 
Mstep: Class 6 contains 133126 members 
Mstep: Class 7 contains 211462 members 
Mstep: Class 8 contains 38951 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 15295 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 44804 members 
Mstep: Class 13 contains 79284 members 
Mstep: Class 15 contains 114700 members 
Mstep: Class 16 contains 176406 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 127435 members 
Mstep: Class 19 contains 224317 members 
Mstep: Class 20 contains 25625 members 
Mstep: Class 21 contains 2043 members 
Mstep: Class 22 contains 50985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180843728.000000 Penalty: 73721.351562
Iteration 13Q: 22 clusters Score -1.808437e+08 nChanged 41644
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 31528 members 
Mstep: Class 4 contains 30076 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 134976 members 
Mstep: Class 7 contains 219986 members 
Mstep: Class 8 contains 37617 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 16660 members 
Mstep: Class 11 contains 20180 members 
Mstep: Class 12 contains 44721 members 
Mstep: Class 13 contains 78899 members 
Mstep: Class 15 contains 116729 members 
Mstep: Class 16 contains 174330 members 
Mstep: Class 17 contains 45778 members 
Mstep: Class 18 contains 124726 members 
Mstep: Class 19 contains 221766 members 
Mstep: Class 20 contains 26970 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 49159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180854032.000000 Penalty: 73721.351562
Iteration 14Q: 22 clusters Score -1.80854e+08 nChanged 35583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 31290 members 
Mstep: Class 4 contains 29721 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 136075 members 
Mstep: Class 7 contains 226706 members 
Mstep: Class 8 contains 36523 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 18100 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 44420 members 
Mstep: Class 13 contains 78497 members 
Mstep: Class 15 contains 118705 members 
Mstep: Class 16 contains 172527 members 
Mstep: Class 17 contains 45261 members 
Mstep: Class 18 contains 122465 members 
Mstep: Class 19 contains 219718 members 
Mstep: Class 20 contains 28659 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 47269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180860704.000000 Penalty: 73721.351562
Iteration 15Q: 22 clusters Score -1.808607e+08 nChanged 31131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 29274 members 
Mstep: Class 5 contains 16741 members 
Mstep: Class 6 contains 136824 members 
Mstep: Class 7 contains 231877 members 
Mstep: Class 8 contains 35629 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 19527 members 
Mstep: Class 11 contains 18149 members 
Mstep: Class 12 contains 43986 members 
Mstep: Class 13 contains 78065 members 
Mstep: Class 15 contains 120687 members 
Mstep: Class 16 contains 171144 members 
Mstep: Class 17 contains 45375 members 
Mstep: Class 18 contains 120455 members 
Mstep: Class 19 contains 218102 members 
Mstep: Class 20 contains 30402 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 45392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180866576.000000 Penalty: 73721.351562
Iteration 16Q: 22 clusters Score -1.808666e+08 nChanged 27616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 31121 members 
Mstep: Class 4 contains 28929 members 
Mstep: Class 5 contains 15776 members 
Mstep: Class 6 contains 137369 members 
Mstep: Class 7 contains 235483 members 
Mstep: Class 8 contains 34876 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 20702 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 13 contains 77627 members 
Mstep: Class 15 contains 122690 members 
Mstep: Class 16 contains 170076 members 
Mstep: Class 17 contains 45938 members 
Mstep: Class 18 contains 118615 members 
Mstep: Class 19 contains 216871 members 
Mstep: Class 20 contains 32200 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180872096.000000 Penalty: 73721.351562
Iteration 17Q: 22 clusters Score -1.808721e+08 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 31167 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 14971 members 
Mstep: Class 6 contains 137748 members 
Mstep: Class 7 contains 237719 members 
Mstep: Class 8 contains 34196 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 21324 members 
Mstep: Class 11 contains 16781 members 
Mstep: Class 12 contains 42971 members 
Mstep: Class 13 contains 77375 members 
Mstep: Class 15 contains 124660 members 
Mstep: Class 16 contains 169582 members 
Mstep: Class 17 contains 46821 members 
Mstep: Class 18 contains 117004 members 
Mstep: Class 19 contains 215881 members 
Mstep: Class 20 contains 33957 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 41734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180875648.000000 Penalty: 73721.351562
Iteration 18Q: 22 clusters Score -1.808756e+08 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 31177 members 
Mstep: Class 4 contains 28261 members 
Mstep: Class 5 contains 14288 members 
Mstep: Class 6 contains 138033 members 
Mstep: Class 7 contains 239139 members 
Mstep: Class 8 contains 33614 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 21697 members 
Mstep: Class 11 contains 16387 members 
Mstep: Class 12 contains 42475 members 
Mstep: Class 13 contains 77303 members 
Mstep: Class 15 contains 126580 members 
Mstep: Class 16 contains 169535 members 
Mstep: Class 17 contains 47950 members 
Mstep: Class 18 contains 115505 members 
Mstep: Class 19 contains 214859 members 
Mstep: Class 20 contains 35633 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 39957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180878976.000000 Penalty: 73721.351562
Iteration 19Q: 22 clusters Score -1.80879e+08 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 31175 members 
Mstep: Class 4 contains 27855 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 138255 members 
Mstep: Class 7 contains 240085 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 21938 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 77164 members 
Mstep: Class 15 contains 128323 members 
Mstep: Class 16 contains 169811 members 
Mstep: Class 17 contains 49360 members 
Mstep: Class 18 contains 114163 members 
Mstep: Class 19 contains 213903 members 
Mstep: Class 20 contains 37227 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 38184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180883120.000000 Penalty: 73721.351562
Iteration 20F: 22 clusters Score -1.808831e+08 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 31111 members 
Mstep: Class 4 contains 27520 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 138452 members 
Mstep: Class 7 contains 240649 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 22098 members 
Mstep: Class 11 contains 15909 members 
Mstep: Class 12 contains 41453 members 
Mstep: Class 13 contains 76996 members 
Mstep: Class 15 contains 129940 members 
Mstep: Class 16 contains 170521 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 113003 members 
Mstep: Class 19 contains 212846 members 
Mstep: Class 20 contains 38716 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 36193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180886272.000000 Penalty: 73721.351562
Iteration 21Q: 22 clusters Score -1.808863e+08 nChanged 16694
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 31058 members 
Mstep: Class 4 contains 27191 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 138626 members 
Mstep: Class 7 contains 240998 members 
Mstep: Class 8 contains 31843 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 22190 members 
Mstep: Class 11 contains 15833 members 
Mstep: Class 12 contains 40978 members 
Mstep: Class 13 contains 76798 members 
Mstep: Class 15 contains 131340 members 
Mstep: Class 16 contains 171496 members 
Mstep: Class 17 contains 53050 members 
Mstep: Class 18 contains 112030 members 
Mstep: Class 19 contains 211699 members 
Mstep: Class 20 contains 40099 members 
Mstep: Class 21 contains 2936 members 
Mstep: Class 22 contains 33968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180890064.000000 Penalty: 73721.351562
Iteration 22Q: 22 clusters Score -1.808901e+08 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 31001 members 
Mstep: Class 4 contains 26884 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 138786 members 
Mstep: Class 7 contains 241300 members 
Mstep: Class 8 contains 31227 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 22228 members 
Mstep: Class 11 contains 15772 members 
Mstep: Class 12 contains 40551 members 
Mstep: Class 13 contains 76576 members 
Mstep: Class 15 contains 132624 members 
Mstep: Class 16 contains 172661 members 
Mstep: Class 17 contains 55212 members 
Mstep: Class 18 contains 111125 members 
Mstep: Class 19 contains 210379 members 
Mstep: Class 20 contains 41416 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 31591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180894192.000000 Penalty: 73721.351562
Iteration 23Q: 22 clusters Score -1.808942e+08 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 30940 members 
Mstep: Class 4 contains 26583 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 138912 members 
Mstep: Class 7 contains 241597 members 
Mstep: Class 8 contains 30637 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 22267 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 40135 members 
Mstep: Class 13 contains 76308 members 
Mstep: Class 15 contains 133783 members 
Mstep: Class 16 contains 173937 members 
Mstep: Class 17 contains 57525 members 
Mstep: Class 18 contains 110350 members 
Mstep: Class 19 contains 208936 members 
Mstep: Class 20 contains 42623 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 29118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180897968.000000 Penalty: 73721.351562
Iteration 24Q: 22 clusters Score -1.80898e+08 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 30883 members 
Mstep: Class 4 contains 26297 members 
Mstep: Class 5 contains 11756 members 
Mstep: Class 6 contains 139005 members 
Mstep: Class 7 contains 241765 members 
Mstep: Class 8 contains 30041 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 22245 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 39816 members 
Mstep: Class 13 contains 76017 members 
Mstep: Class 15 contains 134777 members 
Mstep: Class 16 contains 175271 members 
Mstep: Class 17 contains 59648 members 
Mstep: Class 18 contains 109694 members 
Mstep: Class 19 contains 207510 members 
Mstep: Class 20 contains 43747 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 27000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180899984.000000 Penalty: 73721.351562
Iteration 25Q: 22 clusters Score -1.809e+08 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 30845 members 
Mstep: Class 4 contains 26007 members 
Mstep: Class 5 contains 11574 members 
Mstep: Class 6 contains 139107 members 
Mstep: Class 7 contains 241863 members 
Mstep: Class 8 contains 29438 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 22216 members 
Mstep: Class 11 contains 15715 members 
Mstep: Class 12 contains 39559 members 
Mstep: Class 13 contains 75643 members 
Mstep: Class 15 contains 135599 members 
Mstep: Class 16 contains 176585 members 
Mstep: Class 17 contains 61548 members 
Mstep: Class 18 contains 109055 members 
Mstep: Class 19 contains 206165 members 
Mstep: Class 20 contains 44852 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 25275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180902400.000000 Penalty: 73721.351562
Iteration 26Q: 22 clusters Score -1.809024e+08 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 30831 members 
Mstep: Class 4 contains 25713 members 
Mstep: Class 5 contains 11439 members 
Mstep: Class 6 contains 139230 members 
Mstep: Class 7 contains 241898 members 
Mstep: Class 8 contains 28840 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 22194 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 39359 members 
Mstep: Class 13 contains 75259 members 
Mstep: Class 15 contains 136200 members 
Mstep: Class 16 contains 177842 members 
Mstep: Class 17 contains 63106 members 
Mstep: Class 18 contains 108509 members 
Mstep: Class 19 contains 204901 members 
Mstep: Class 20 contains 45950 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 23903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180903744.000000 Penalty: 73721.351562
Iteration 27Q: 22 clusters Score -1.809037e+08 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 30807 members 
Mstep: Class 4 contains 25433 members 
Mstep: Class 5 contains 11335 members 
Mstep: Class 6 contains 139308 members 
Mstep: Class 7 contains 241966 members 
Mstep: Class 8 contains 28293 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 22174 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 74852 members 
Mstep: Class 15 contains 136651 members 
Mstep: Class 16 contains 179027 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 108047 members 
Mstep: Class 19 contains 203619 members 
Mstep: Class 20 contains 47007 members 
Mstep: Class 21 contains 3604 members 
Mstep: Class 22 contains 22771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180905584.000000 Penalty: 73721.351562
Iteration 28Q: 22 clusters Score -1.809056e+08 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 30794 members 
Mstep: Class 4 contains 25215 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 139384 members 
Mstep: Class 7 contains 241963 members 
Mstep: Class 8 contains 27843 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 38978 members 
Mstep: Class 13 contains 74411 members 
Mstep: Class 15 contains 136973 members 
Mstep: Class 16 contains 180091 members 
Mstep: Class 17 contains 65679 members 
Mstep: Class 18 contains 107605 members 
Mstep: Class 19 contains 202505 members 
Mstep: Class 20 contains 48063 members 
Mstep: Class 21 contains 3689 members 
Mstep: Class 22 contains 21884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180905472.000000 Penalty: 73721.351562
Iteration 29Q: 22 clusters Score -1.809055e+08 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5675 members 
Mstep: Class 3 contains 30780 members 
Mstep: Class 4 contains 25003 members 
Mstep: Class 5 contains 11209 members 
Mstep: Class 6 contains 139462 members 
Mstep: Class 7 contains 241989 members 
Mstep: Class 8 contains 27405 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 22044 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 38861 members 
Mstep: Class 13 contains 73953 members 
Mstep: Class 15 contains 137156 members 
Mstep: Class 16 contains 181154 members 
Mstep: Class 17 contains 66744 members 
Mstep: Class 18 contains 107262 members 
Mstep: Class 19 contains 201360 members 
Mstep: Class 20 contains 49036 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 21164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180906080.000000 Penalty: 73721.351562
Iteration 30Q: 22 clusters Score -1.809061e+08 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 30776 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 11177 members 
Mstep: Class 6 contains 139524 members 
Mstep: Class 7 contains 242020 members 
Mstep: Class 8 contains 27023 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 21943 members 
Mstep: Class 11 contains 15780 members 
Mstep: Class 12 contains 38739 members 
Mstep: Class 13 contains 73515 members 
Mstep: Class 15 contains 137301 members 
Mstep: Class 16 contains 182191 members 
Mstep: Class 17 contains 67664 members 
Mstep: Class 18 contains 106925 members 
Mstep: Class 19 contains 200310 members 
Mstep: Class 20 contains 49954 members 
Mstep: Class 21 contains 3878 members 
Mstep: Class 22 contains 20544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180907152.000000 Penalty: 73721.351562
Iteration 31Q: 22 clusters Score -1.809072e+08 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 30764 members 
Mstep: Class 4 contains 24570 members 
Mstep: Class 5 contains 11187 members 
Mstep: Class 6 contains 139590 members 
Mstep: Class 7 contains 241974 members 
Mstep: Class 8 contains 26673 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 21825 members 
Mstep: Class 11 contains 15811 members 
Mstep: Class 12 contains 38594 members 
Mstep: Class 13 contains 73072 members 
Mstep: Class 15 contains 137331 members 
Mstep: Class 16 contains 183190 members 
Mstep: Class 17 contains 68481 members 
Mstep: Class 18 contains 106757 members 
Mstep: Class 19 contains 199241 members 
Mstep: Class 20 contains 50860 members 
Mstep: Class 21 contains 3975 members 
Mstep: Class 22 contains 20037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180908096.000000 Penalty: 73721.351562
Iteration 32Q: 22 clusters Score -1.809081e+08 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 30765 members 
Mstep: Class 4 contains 24393 members 
Mstep: Class 5 contains 11230 members 
Mstep: Class 6 contains 139652 members 
Mstep: Class 7 contains 241897 members 
Mstep: Class 8 contains 26363 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 21669 members 
Mstep: Class 11 contains 15840 members 
Mstep: Class 12 contains 38467 members 
Mstep: Class 13 contains 72593 members 
Mstep: Class 15 contains 137276 members 
Mstep: Class 16 contains 184251 members 
Mstep: Class 17 contains 69197 members 
Mstep: Class 18 contains 106652 members 
Mstep: Class 19 contains 198202 members 
Mstep: Class 20 contains 51740 members 
Mstep: Class 21 contains 4046 members 
Mstep: Class 22 contains 19591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180908896.000000 Penalty: 73721.351562
Iteration 33Q: 22 clusters Score -1.809089e+08 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6266 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 24229 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 139706 members 
Mstep: Class 7 contains 241776 members 
Mstep: Class 8 contains 26152 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 21475 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 38330 members 
Mstep: Class 13 contains 72164 members 
Mstep: Class 15 contains 137121 members 
Mstep: Class 16 contains 185226 members 
Mstep: Class 17 contains 69848 members 
Mstep: Class 18 contains 106620 members 
Mstep: Class 19 contains 197185 members 
Mstep: Class 20 contains 52657 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180909712.000000 Penalty: 73721.351562
Iteration 34Q: 22 clusters Score -1.809097e+08 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 24066 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 139715 members 
Mstep: Class 7 contains 241702 members 
Mstep: Class 8 contains 25972 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 21217 members 
Mstep: Class 11 contains 15867 members 
Mstep: Class 12 contains 38236 members 
Mstep: Class 13 contains 71771 members 
Mstep: Class 15 contains 136904 members 
Mstep: Class 16 contains 186148 members 
Mstep: Class 17 contains 70337 members 
Mstep: Class 18 contains 106578 members 
Mstep: Class 19 contains 196248 members 
Mstep: Class 20 contains 53634 members 
Mstep: Class 21 contains 4186 members 
Mstep: Class 22 contains 18954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180911280.000000 Penalty: 73721.351562
Iteration 35Q: 22 clusters Score -1.809113e+08 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 30743 members 
Mstep: Class 4 contains 23915 members 
Mstep: Class 5 contains 11447 members 
Mstep: Class 6 contains 139716 members 
Mstep: Class 7 contains 241662 members 
Mstep: Class 8 contains 25863 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 20887 members 
Mstep: Class 11 contains 15871 members 
Mstep: Class 12 contains 38119 members 
Mstep: Class 13 contains 71379 members 
Mstep: Class 15 contains 136685 members 
Mstep: Class 16 contains 186986 members 
Mstep: Class 17 contains 70753 members 
Mstep: Class 18 contains 106592 members 
Mstep: Class 19 contains 195304 members 
Mstep: Class 20 contains 54618 members 
Mstep: Class 21 contains 4242 members 
Mstep: Class 22 contains 18747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180912784.000000 Penalty: 73721.351562
Iteration 36Q: 22 clusters Score -1.809128e+08 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 30725 members 
Mstep: Class 4 contains 23775 members 
Mstep: Class 5 contains 11545 members 
Mstep: Class 6 contains 139705 members 
Mstep: Class 7 contains 241537 members 
Mstep: Class 8 contains 25695 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 20608 members 
Mstep: Class 11 contains 15879 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 71047 members 
Mstep: Class 15 contains 136434 members 
Mstep: Class 16 contains 187662 members 
Mstep: Class 17 contains 71158 members 
Mstep: Class 18 contains 106684 members 
Mstep: Class 19 contains 194450 members 
Mstep: Class 20 contains 55633 members 
Mstep: Class 21 contains 4305 members 
Mstep: Class 22 contains 18541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180914576.000000 Penalty: 73721.351562
Iteration 37Q: 22 clusters Score -1.809146e+08 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 30705 members 
Mstep: Class 4 contains 23625 members 
Mstep: Class 5 contains 11659 members 
Mstep: Class 6 contains 139674 members 
Mstep: Class 7 contains 241426 members 
Mstep: Class 8 contains 25488 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 20375 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 12 contains 37931 members 
Mstep: Class 13 contains 70743 members 
Mstep: Class 15 contains 136109 members 
Mstep: Class 16 contains 188197 members 
Mstep: Class 17 contains 71521 members 
Mstep: Class 18 contains 106802 members 
Mstep: Class 19 contains 193728 members 
Mstep: Class 20 contains 56714 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 18345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180916384.000000 Penalty: 73721.351562
Iteration 38Q: 22 clusters Score -1.809164e+08 nChanged 7217
Entering ConstructFrom: 
Score: -180916384.000000 Penalty: 73721.351562
Entering ConstructFrom: 
Trying to split cluster 1 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -219538.562500 Penalty: 1859.857056
	Iteration 0F: 2 clusters Score -219538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217102.953125 Penalty: 3719.714111
	Iteration 0F: 3 clusters Score -217103 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217926.578125 Penalty: 3719.714111
	Iteration 1F: 3 clusters Score -217926.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -219056.406250 Penalty: 3719.714111
	Iteration 2F: 3 clusters Score -219056.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221155.859375 Penalty: 3719.714111
	Iteration 3F: 3 clusters Score -221155.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222719.875000 Penalty: 3719.714111
	Iteration 4F: 3 clusters Score -222719.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223002.984375 Penalty: 3719.714111
	Iteration 5Q: 3 clusters Score -223003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -223065.265625 Penalty: 3719.714111
	Iteration 6Q: 3 clusters Score -223065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -223086.312500 Penalty: 3719.714111
	Iteration 7Q: 3 clusters Score -223086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223090.234375 Penalty: 3719.714111
	Iteration 8Q: 3 clusters Score -223090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -223091.265625 Penalty: 3719.714111
	Iteration 9Q: 3 clusters Score -223091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -223091.265625 Penalty: 3719.714111
	Iteration 10F: 3 clusters Score -223091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 25244 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 135703 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Entering Unmasked Estep 
Score: -180919488.000000 Penalty: 77231.890625
Splitting cluster 1 changes total score from -180916384.000000 to -180919488.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (6892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Entering Unmasked Estep 
Score: -846171.062500 Penalty: 2191.853027
	Iteration 0F: 2 clusters Score -846171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -840481.562500 Penalty: 4383.706055
	Iteration 0F: 3 clusters Score -840481.6 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -842015.562500 Penalty: 4383.706055
	Iteration 1F: 3 clusters Score -842015.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -842304.687500 Penalty: 4383.706055
	Iteration 2F: 3 clusters Score -842304.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -842499.500000 Penalty: 4383.706055
	Iteration 3F: 3 clusters Score -842499.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -842657.687500 Penalty: 4383.706055
	Iteration 4Q: 3 clusters Score -842657.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -842765.937500 Penalty: 4383.706055
	Iteration 5Q: 3 clusters Score -842765.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -842893.750000 Penalty: 4383.706055
	Iteration 6Q: 3 clusters Score -842893.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -842982.687500 Penalty: 4383.706055
	Iteration 7Q: 3 clusters Score -842982.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -843059.750000 Penalty: 4383.706055
	Iteration 8Q: 3 clusters Score -843059.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -843114.937500 Penalty: 4383.706055
	Iteration 9Q: 3 clusters Score -843114.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -843147.875000 Penalty: 4383.706055
	Iteration 10Q: 3 clusters Score -843147.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -843175.375000 Penalty: 4383.706055
	Iteration 11Q: 3 clusters Score -843175.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -843203.375000 Penalty: 4383.706055
	Iteration 12Q: 3 clusters Score -843203.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -843230.125000 Penalty: 4383.706055
	Iteration 13Q: 3 clusters Score -843230.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -843257.687500 Penalty: 4383.706055
	Iteration 14Q: 3 clusters Score -843257.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -843279.312500 Penalty: 4383.706055
	Iteration 15Q: 3 clusters Score -843279.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -843310.312500 Penalty: 4383.706055
	Iteration 16Q: 3 clusters Score -843310.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -843349.312500 Penalty: 4383.706055
	Iteration 17Q: 3 clusters Score -843349.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -843377.750000 Penalty: 4383.706055
	Iteration 18Q: 3 clusters Score -843377.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -843411.375000 Penalty: 4383.706055
	Iteration 19Q: 3 clusters Score -843411.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -843440.062500 Penalty: 4383.706055
	Iteration 20F: 3 clusters Score -843440.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -843466.562500 Penalty: 4383.706055
	Iteration 21Q: 3 clusters Score -843466.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -843495.875000 Penalty: 4383.706055
	Iteration 22Q: 3 clusters Score -843495.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -843519.812500 Penalty: 4383.706055
	Iteration 23Q: 3 clusters Score -843519.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -843543.125000 Penalty: 4383.706055
	Iteration 24Q: 3 clusters Score -843543.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -843564.250000 Penalty: 4383.706055
	Iteration 25Q: 3 clusters Score -843564.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -843593.250000 Penalty: 4383.706055
	Iteration 26Q: 3 clusters Score -843593.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -843616.000000 Penalty: 4383.706055
	Iteration 27Q: 3 clusters Score -843616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -843637.375000 Penalty: 4383.706055
	Iteration 28Q: 3 clusters Score -843637.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -843660.562500 Penalty: 4383.706055
	Iteration 29Q: 3 clusters Score -843660.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -843691.312500 Penalty: 4383.706055
	Iteration 30Q: 3 clusters Score -843691.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -843719.125000 Penalty: 4383.706055
	Iteration 31Q: 3 clusters Score -843719.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -843742.437500 Penalty: 4383.706055
	Iteration 32Q: 3 clusters Score -843742.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -843761.062500 Penalty: 4383.706055
	Iteration 33Q: 3 clusters Score -843761.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -843783.125000 Penalty: 4383.706055
	Iteration 34Q: 3 clusters Score -843783.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -843821.937500 Penalty: 4383.706055
	Iteration 35Q: 3 clusters Score -843821.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -843877.125000 Penalty: 4383.706055
	Iteration 36Q: 3 clusters Score -843877.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -843927.500000 Penalty: 4383.706055
	Iteration 37Q: 3 clusters Score -843927.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -843968.687500 Penalty: 4383.706055
	Iteration 38Q: 3 clusters Score -843968.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -844005.437500 Penalty: 4383.706055
	Iteration 39Q: 3 clusters Score -844005.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -844022.125000 Penalty: 4383.706055
	Iteration 40F: 3 clusters Score -844022.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -844041.250000 Penalty: 4383.706055
	Iteration 41Q: 3 clusters Score -844041.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -844054.875000 Penalty: 4383.706055
	Iteration 42Q: 3 clusters Score -844054.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -844063.750000 Penalty: 4383.706055
	Iteration 43Q: 3 clusters Score -844063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -844076.562500 Penalty: 4383.706055
	Iteration 44Q: 3 clusters Score -844076.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -844096.062500 Penalty: 4383.706055
	Iteration 45Q: 3 clusters Score -844096.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -844112.125000 Penalty: 4383.706055
	Iteration 46Q: 3 clusters Score -844112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -844131.437500 Penalty: 4383.706055
	Iteration 47Q: 3 clusters Score -844131.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -844143.750000 Penalty: 4383.706055
	Iteration 48Q: 3 clusters Score -844143.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -844155.625000 Penalty: 4383.706055
	Iteration 49Q: 3 clusters Score -844155.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -844168.562500 Penalty: 4383.706055
	Iteration 50Q: 3 clusters Score -844168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -844184.250000 Penalty: 4383.706055
	Iteration 51Q: 3 clusters Score -844184.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -844195.062500 Penalty: 4383.706055
	Iteration 52Q: 3 clusters Score -844195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -844203.750000 Penalty: 4383.706055
	Iteration 53Q: 3 clusters Score -844203.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -844210.062500 Penalty: 4383.706055
	Iteration 54Q: 3 clusters Score -844210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -844218.812500 Penalty: 4383.706055
	Iteration 55Q: 3 clusters Score -844218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -844224.937500 Penalty: 4383.706055
	Iteration 56Q: 3 clusters Score -844224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -844228.062500 Penalty: 4383.706055
	Iteration 57Q: 3 clusters Score -844228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -844234.625000 Penalty: 4383.706055
	Iteration 58Q: 3 clusters Score -844234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -844238.812500 Penalty: 4383.706055
	Iteration 59Q: 3 clusters Score -844238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -844240.125000 Penalty: 4383.706055
	Iteration 60F: 3 clusters Score -844240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -844244.312500 Penalty: 4383.706055
	Iteration 61Q: 3 clusters Score -844244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -844245.187500 Penalty: 4383.706055
	Iteration 62Q: 3 clusters Score -844245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -844249.687500 Penalty: 4383.706055
	Iteration 63Q: 3 clusters Score -844249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -844255.687500 Penalty: 4383.706055
	Iteration 64Q: 3 clusters Score -844255.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -844261.812500 Penalty: 4383.706055
	Iteration 65Q: 3 clusters Score -844261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -844266.812500 Penalty: 4383.706055
	Iteration 66Q: 3 clusters Score -844266.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -844273.437500 Penalty: 4383.706055
	Iteration 67Q: 3 clusters Score -844273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -844277.437500 Penalty: 4383.706055
	Iteration 68Q: 3 clusters Score -844277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -844280.750000 Penalty: 4383.706055
	Iteration 69Q: 3 clusters Score -844280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -844283.500000 Penalty: 4383.706055
	Iteration 70Q: 3 clusters Score -844283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -844286.000000 Penalty: 4383.706055
	Iteration 71Q: 3 clusters Score -844286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -844289.250000 Penalty: 4383.706055
	Iteration 72Q: 3 clusters Score -844289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -844288.375000 Penalty: 4383.706055
	Iteration 73Q: 3 clusters Score -844288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -844287.625000 Penalty: 4383.706055
	Iteration 74Q: 3 clusters Score -844287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -844289.000000 Penalty: 4383.706055
	Iteration 75Q: 3 clusters Score -844289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -844289.000000 Penalty: 4383.706055
	Iteration 76F: 3 clusters Score -844289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Entering Unmasked Estep 
Score: -4046637.250000 Penalty: 2562.178955
	Iteration 0F: 2 clusters Score -4046637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4025694.000000 Penalty: 5124.357910
	Iteration 0F: 3 clusters Score -4025694 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4032967.000000 Penalty: 5124.357910
	Iteration 1F: 3 clusters Score -4032967 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4033450.250000 Penalty: 5124.357910
	Iteration 2Q: 3 clusters Score -4033450 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4034028.500000 Penalty: 5124.357910
	Iteration 3Q: 3 clusters Score -4034028 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4034693.500000 Penalty: 5124.357910
	Iteration 4Q: 3 clusters Score -4034694 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4035396.750000 Penalty: 5124.357910
	Iteration 5Q: 3 clusters Score -4035397 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4036218.750000 Penalty: 5124.357910
	Iteration 6F: 3 clusters Score -4036219 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4036985.250000 Penalty: 5124.357910
	Iteration 7Q: 3 clusters Score -4036985 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4037657.500000 Penalty: 5124.357910
	Iteration 8Q: 3 clusters Score -4037658 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4038176.500000 Penalty: 5124.357910
	Iteration 9Q: 3 clusters Score -4038176 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4038601.750000 Penalty: 5124.357910
	Iteration 10Q: 3 clusters Score -4038602 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4038940.500000 Penalty: 5124.357910
	Iteration 11Q: 3 clusters Score -4038940 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4039232.750000 Penalty: 5124.357910
	Iteration 12Q: 3 clusters Score -4039233 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4039484.000000 Penalty: 5124.357910
	Iteration 13Q: 3 clusters Score -4039484 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4039676.250000 Penalty: 5124.357910
	Iteration 14Q: 3 clusters Score -4039676 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4039837.000000 Penalty: 5124.357910
	Iteration 15Q: 3 clusters Score -4039837 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4040010.500000 Penalty: 5124.357910
	Iteration 16Q: 3 clusters Score -4040010 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4040212.250000 Penalty: 5124.357910
	Iteration 17Q: 3 clusters Score -4040212 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4040411.750000 Penalty: 5124.357910
	Iteration 18Q: 3 clusters Score -4040412 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4040634.000000 Penalty: 5124.357910
	Iteration 19Q: 3 clusters Score -4040634 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4040870.750000 Penalty: 5124.357910
	Iteration 20F: 3 clusters Score -4040871 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -4041115.250000 Penalty: 5124.357910
	Iteration 21Q: 3 clusters Score -4041115 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4041408.000000 Penalty: 5124.357910
	Iteration 22Q: 3 clusters Score -4041408 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4041717.750000 Penalty: 5124.357910
	Iteration 23Q: 3 clusters Score -4041718 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4042035.250000 Penalty: 5124.357910
	Iteration 24Q: 3 clusters Score -4042035 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4042342.750000 Penalty: 5124.357910
	Iteration 25Q: 3 clusters Score -4042343 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4042649.750000 Penalty: 5124.357910
	Iteration 26Q: 3 clusters Score -4042650 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4042929.500000 Penalty: 5124.357910
	Iteration 27Q: 3 clusters Score -4042930 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4043193.250000 Penalty: 5124.357910
	Iteration 28Q: 3 clusters Score -4043193 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4043457.000000 Penalty: 5124.357910
	Iteration 29Q: 3 clusters Score -4043457 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4043648.750000 Penalty: 5124.357910
	Iteration 30Q: 3 clusters Score -4043649 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4043807.000000 Penalty: 5124.357910
	Iteration 31Q: 3 clusters Score -4043807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4043940.250000 Penalty: 5124.357910
	Iteration 32Q: 3 clusters Score -4043940 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4044046.000000 Penalty: 5124.357910
	Iteration 33Q: 3 clusters Score -4044046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -4044126.250000 Penalty: 5124.357910
	Iteration 34Q: 3 clusters Score -4044126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4044183.000000 Penalty: 5124.357910
	Iteration 35Q: 3 clusters Score -4044183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4044217.000000 Penalty: 5124.357910
	Iteration 36Q: 3 clusters Score -4044217 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4044257.000000 Penalty: 5124.357910
	Iteration 37Q: 3 clusters Score -4044257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4044293.250000 Penalty: 5124.357910
	Iteration 38Q: 3 clusters Score -4044293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4044310.000000 Penalty: 5124.357910
	Iteration 39Q: 3 clusters Score -4044310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4044333.500000 Penalty: 5124.357910
	Iteration 40F: 3 clusters Score -4044334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4044357.750000 Penalty: 5124.357910
	Iteration 41Q: 3 clusters Score -4044358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4044376.250000 Penalty: 5124.357910
	Iteration 42Q: 3 clusters Score -4044376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4044386.500000 Penalty: 5124.357910
	Iteration 43Q: 3 clusters Score -4044386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -4044403.000000 Penalty: 5124.357910
	Iteration 44Q: 3 clusters Score -4044403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4044419.000000 Penalty: 5124.357910
	Iteration 45Q: 3 clusters Score -4044419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4044433.250000 Penalty: 5124.357910
	Iteration 46Q: 3 clusters Score -4044433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4044441.000000 Penalty: 5124.357910
	Iteration 47Q: 3 clusters Score -4044441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4044452.750000 Penalty: 5124.357910
	Iteration 48Q: 3 clusters Score -4044453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4044463.250000 Penalty: 5124.357910
	Iteration 49Q: 3 clusters Score -4044463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4044474.500000 Penalty: 5124.357910
	Iteration 50Q: 3 clusters Score -4044474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4044480.250000 Penalty: 5124.357910
	Iteration 51Q: 3 clusters Score -4044480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4044481.500000 Penalty: 5124.357910
	Iteration 52Q: 3 clusters Score -4044482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4044487.500000 Penalty: 5124.357910
	Iteration 53Q: 3 clusters Score -4044488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4044494.750000 Penalty: 5124.357910
	Iteration 54Q: 3 clusters Score -4044495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -4044493.500000 Penalty: 5124.357910
	Iteration 55Q: 3 clusters Score -4044494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4044496.500000 Penalty: 5124.357910
	Iteration 56Q: 3 clusters Score -4044496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4044503.000000 Penalty: 5124.357910
	Iteration 57Q: 3 clusters Score -4044503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4044501.500000 Penalty: 5124.357910
	Iteration 58Q: 3 clusters Score -4044502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4044500.500000 Penalty: 5124.357910
	Iteration 59Q: 3 clusters Score -4044500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4044501.750000 Penalty: 5124.357910
	Iteration 60F: 3 clusters Score -4044502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4044502.750000 Penalty: 5124.357910
	Iteration 61Q: 3 clusters Score -4044503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4044503.250000 Penalty: 5124.357910
	Iteration 62Q: 3 clusters Score -4044503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4044503.250000 Penalty: 5124.357910
	Iteration 63F: 3 clusters Score -4044503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Entering Unmasked Estep 
Score: -3165705.500000 Penalty: 2495.858887
	Iteration 0F: 2 clusters Score -3165706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3149274.500000 Penalty: 4991.717773
	Iteration 0F: 3 clusters Score -3149274 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3154914.000000 Penalty: 4991.717773
	Iteration 1F: 3 clusters Score -3154914 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3155393.250000 Penalty: 4991.717773
	Iteration 2F: 3 clusters Score -3155393 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3155829.000000 Penalty: 4991.717773
	Iteration 3Q: 3 clusters Score -3155829 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3156257.500000 Penalty: 4991.717773
	Iteration 4Q: 3 clusters Score -3156258 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3156772.500000 Penalty: 4991.717773
	Iteration 5Q: 3 clusters Score -3156772 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3157368.500000 Penalty: 4991.717773
	Iteration 6F: 3 clusters Score -3157368 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3158136.500000 Penalty: 4991.717773
	Iteration 7F: 3 clusters Score -3158136 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3159061.500000 Penalty: 4991.717773
	Iteration 8F: 3 clusters Score -3159062 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3160144.000000 Penalty: 4991.717773
	Iteration 9F: 3 clusters Score -3160144 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3161206.750000 Penalty: 4991.717773
	Iteration 10F: 3 clusters Score -3161207 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3162038.500000 Penalty: 4991.717773
	Iteration 11Q: 3 clusters Score -3162038 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3162626.250000 Penalty: 4991.717773
	Iteration 12Q: 3 clusters Score -3162626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3162998.500000 Penalty: 4991.717773
	Iteration 13Q: 3 clusters Score -3162998 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3163238.500000 Penalty: 4991.717773
	Iteration 14Q: 3 clusters Score -3163238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3163376.000000 Penalty: 4991.717773
	Iteration 15Q: 3 clusters Score -3163376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3163473.250000 Penalty: 4991.717773
	Iteration 16Q: 3 clusters Score -3163473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3163534.500000 Penalty: 4991.717773
	Iteration 17Q: 3 clusters Score -3163534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3163585.750000 Penalty: 4991.717773
	Iteration 18Q: 3 clusters Score -3163586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3163627.000000 Penalty: 4991.717773
	Iteration 19Q: 3 clusters Score -3163627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3163675.250000 Penalty: 4991.717773
	Iteration 20F: 3 clusters Score -3163675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3163695.000000 Penalty: 4991.717773
	Iteration 21Q: 3 clusters Score -3163695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3163719.000000 Penalty: 4991.717773
	Iteration 22Q: 3 clusters Score -3163719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3163734.250000 Penalty: 4991.717773
	Iteration 23Q: 3 clusters Score -3163734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3163755.750000 Penalty: 4991.717773
	Iteration 24Q: 3 clusters Score -3163756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3163775.250000 Penalty: 4991.717773
	Iteration 25Q: 3 clusters Score -3163775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3163782.750000 Penalty: 4991.717773
	Iteration 26Q: 3 clusters Score -3163783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3163789.250000 Penalty: 4991.717773
	Iteration 27Q: 3 clusters Score -3163789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3163806.000000 Penalty: 4991.717773
	Iteration 28Q: 3 clusters Score -3163806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3163809.000000 Penalty: 4991.717773
	Iteration 29Q: 3 clusters Score -3163809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3163810.750000 Penalty: 4991.717773
	Iteration 30Q: 3 clusters Score -3163811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3163809.000000 Penalty: 4991.717773
	Iteration 31Q: 3 clusters Score -3163809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3163808.000000 Penalty: 4991.717773
	Iteration 32Q: 3 clusters Score -3163808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3163815.500000 Penalty: 4991.717773
	Iteration 33Q: 3 clusters Score -3163816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3163815.750000 Penalty: 4991.717773
	Iteration 34Q: 3 clusters Score -3163816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3163813.250000 Penalty: 4991.717773
	Iteration 35Q: 3 clusters Score -3163813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3163813.250000 Penalty: 4991.717773
	Iteration 36F: 3 clusters Score -3163813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Entering Unmasked Estep 
Score: -1467150.375000 Penalty: 2324.158936
	Iteration 0F: 2 clusters Score -1467150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1458302.250000 Penalty: 4648.317871
	Iteration 0F: 3 clusters Score -1458302 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1461021.375000 Penalty: 4648.317871
	Iteration 1F: 3 clusters Score -1461021 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1461405.125000 Penalty: 4648.317871
	Iteration 2F: 3 clusters Score -1461405 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1461757.000000 Penalty: 4648.317871
	Iteration 3F: 3 clusters Score -1461757 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1462133.750000 Penalty: 4648.317871
	Iteration 4F: 3 clusters Score -1462134 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1462523.500000 Penalty: 4648.317871
	Iteration 5Q: 3 clusters Score -1462524 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1463004.125000 Penalty: 4648.317871
	Iteration 6F: 3 clusters Score -1463004 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1463566.375000 Penalty: 4648.317871
	Iteration 7F: 3 clusters Score -1463566 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1464173.250000 Penalty: 4648.317871
	Iteration 8F: 3 clusters Score -1464173 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1464687.875000 Penalty: 4648.317871
	Iteration 9F: 3 clusters Score -1464688 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1465103.750000 Penalty: 4648.317871
	Iteration 10Q: 3 clusters Score -1465104 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1465406.125000 Penalty: 4648.317871
	Iteration 11Q: 3 clusters Score -1465406 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1465635.875000 Penalty: 4648.317871
	Iteration 12Q: 3 clusters Score -1465636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1465777.625000 Penalty: 4648.317871
	Iteration 13Q: 3 clusters Score -1465778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1465875.750000 Penalty: 4648.317871
	Iteration 14Q: 3 clusters Score -1465876 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1465954.000000 Penalty: 4648.317871
	Iteration 15Q: 3 clusters Score -1465954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1466003.250000 Penalty: 4648.317871
	Iteration 16Q: 3 clusters Score -1466003 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1466041.500000 Penalty: 4648.317871
	Iteration 17Q: 3 clusters Score -1466042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1466071.625000 Penalty: 4648.317871
	Iteration 18Q: 3 clusters Score -1466072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1466095.875000 Penalty: 4648.317871
	Iteration 19Q: 3 clusters Score -1466096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1466109.875000 Penalty: 4648.317871
	Iteration 20F: 3 clusters Score -1466110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1466116.875000 Penalty: 4648.317871
	Iteration 21Q: 3 clusters Score -1466117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1466126.625000 Penalty: 4648.317871
	Iteration 22Q: 3 clusters Score -1466127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1466126.625000 Penalty: 4648.317871
	Iteration 23Q: 3 clusters Score -1466127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1466130.375000 Penalty: 4648.317871
	Iteration 24Q: 3 clusters Score -1466130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1466140.500000 Penalty: 4648.317871
	Iteration 25Q: 3 clusters Score -1466140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1466141.125000 Penalty: 4648.317871
	Iteration 26Q: 3 clusters Score -1466141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1466148.250000 Penalty: 4648.317871
	Iteration 27Q: 3 clusters Score -1466148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1466147.000000 Penalty: 4648.317871
	Iteration 28Q: 3 clusters Score -1466147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1466149.125000 Penalty: 4648.317871
	Iteration 29Q: 3 clusters Score -1466149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1466148.500000 Penalty: 4648.317871
	Iteration 30Q: 3 clusters Score -1466148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1466150.250000 Penalty: 4648.317871
	Iteration 31Q: 3 clusters Score -1466150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1466151.875000 Penalty: 4648.317871
	Iteration 32Q: 3 clusters Score -1466152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1466153.125000 Penalty: 4648.317871
	Iteration 33Q: 3 clusters Score -1466153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1466155.250000 Penalty: 4648.317871
	Iteration 34Q: 3 clusters Score -1466155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1466156.500000 Penalty: 4648.317871
	Iteration 35Q: 3 clusters Score -1466156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1466155.000000 Penalty: 4648.317871
	Iteration 36Q: 3 clusters Score -1466155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1466155.250000 Penalty: 4648.317871
	Iteration 37Q: 3 clusters Score -1466155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1466155.500000 Penalty: 4648.317871
	Iteration 38Q: 3 clusters Score -1466156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1466157.875000 Penalty: 4648.317871
	Iteration 39Q: 3 clusters Score -1466158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1466160.000000 Penalty: 4648.317871
	Iteration 40F: 3 clusters Score -1466160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1466162.750000 Penalty: 4648.317871
	Iteration 41Q: 3 clusters Score -1466163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1466162.875000 Penalty: 4648.317871
	Iteration 42Q: 3 clusters Score -1466163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1466163.375000 Penalty: 4648.317871
	Iteration 43Q: 3 clusters Score -1466163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1466164.750000 Penalty: 4648.317871
	Iteration 44Q: 3 clusters Score -1466165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1466164.750000 Penalty: 4648.317871
	Iteration 45F: 3 clusters Score -1466165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (139654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Entering Unmasked Estep 
Score: -18265286.000000 Penalty: 2938.036865
	Iteration 0F: 2 clusters Score -1.826529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -18173288.000000 Penalty: 5876.073730
	Iteration 0F: 3 clusters Score -1.817329e+07 nChanged 66547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -18211770.000000 Penalty: 5876.073730
	Iteration 1F: 3 clusters Score -1.821177e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -18212696.000000 Penalty: 5876.073730
	Iteration 2Q: 3 clusters Score -1.82127e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -18213706.000000 Penalty: 5876.073730
	Iteration 3Q: 3 clusters Score -1.821371e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -18214964.000000 Penalty: 5876.073730
	Iteration 4Q: 3 clusters Score -1.821496e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -18216656.000000 Penalty: 5876.073730
	Iteration 5Q: 3 clusters Score -1.821666e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -18218822.000000 Penalty: 5876.073730
	Iteration 6Q: 3 clusters Score -1.821882e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -18221590.000000 Penalty: 5876.073730
	Iteration 7Q: 3 clusters Score -1.822159e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -18224686.000000 Penalty: 5876.073730
	Iteration 8F: 3 clusters Score -1.822469e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -18228232.000000 Penalty: 5876.073730
	Iteration 9F: 3 clusters Score -1.822823e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -18232392.000000 Penalty: 5876.073730
	Iteration 10F: 3 clusters Score -1.823239e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -18236420.000000 Penalty: 5876.073730
	Iteration 11F: 3 clusters Score -1.823642e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -18239930.000000 Penalty: 5876.073730
	Iteration 12F: 3 clusters Score -1.823993e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -18242878.000000 Penalty: 5876.073730
	Iteration 13Q: 3 clusters Score -1.824288e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -18244978.000000 Penalty: 5876.073730
	Iteration 14Q: 3 clusters Score -1.824498e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -18246458.000000 Penalty: 5876.073730
	Iteration 15Q: 3 clusters Score -1.824646e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -18247634.000000 Penalty: 5876.073730
	Iteration 16Q: 3 clusters Score -1.824763e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -18248522.000000 Penalty: 5876.073730
	Iteration 17Q: 3 clusters Score -1.824852e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -18249084.000000 Penalty: 5876.073730
	Iteration 18Q: 3 clusters Score -1.824908e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -18249470.000000 Penalty: 5876.073730
	Iteration 19Q: 3 clusters Score -1.824947e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -18249720.000000 Penalty: 5876.073730
	Iteration 20F: 3 clusters Score -1.824972e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -18249930.000000 Penalty: 5876.073730
	Iteration 21Q: 3 clusters Score -1.824993e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -18250072.000000 Penalty: 5876.073730
	Iteration 22Q: 3 clusters Score -1.825007e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -18250250.000000 Penalty: 5876.073730
	Iteration 23Q: 3 clusters Score -1.825025e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -18250248.000000 Penalty: 5876.073730
	Iteration 24Q: 3 clusters Score -1.825025e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -18250280.000000 Penalty: 5876.073730
	Iteration 25Q: 3 clusters Score -1.825028e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -18250306.000000 Penalty: 5876.073730
	Iteration 26Q: 3 clusters Score -1.825031e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -18250378.000000 Penalty: 5876.073730
	Iteration 27Q: 3 clusters Score -1.825038e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -18250452.000000 Penalty: 5876.073730
	Iteration 28Q: 3 clusters Score -1.825045e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -18250532.000000 Penalty: 5876.073730
	Iteration 29Q: 3 clusters Score -1.825053e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -18250598.000000 Penalty: 5876.073730
	Iteration 30Q: 3 clusters Score -1.82506e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -18250736.000000 Penalty: 5876.073730
	Iteration 31Q: 3 clusters Score -1.825074e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -18250854.000000 Penalty: 5876.073730
	Iteration 32Q: 3 clusters Score -1.825085e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -18250938.000000 Penalty: 5876.073730
	Iteration 33Q: 3 clusters Score -1.825094e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -18251040.000000 Penalty: 5876.073730
	Iteration 34Q: 3 clusters Score -1.825104e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -18251134.000000 Penalty: 5876.073730
	Iteration 35Q: 3 clusters Score -1.825113e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -18251246.000000 Penalty: 5876.073730
	Iteration 36Q: 3 clusters Score -1.825125e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -18251408.000000 Penalty: 5876.073730
	Iteration 37Q: 3 clusters Score -1.825141e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -18251586.000000 Penalty: 5876.073730
	Iteration 38Q: 3 clusters Score -1.825159e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -18251780.000000 Penalty: 5876.073730
	Iteration 39Q: 3 clusters Score -1.825178e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -18252042.000000 Penalty: 5876.073730
	Iteration 40F: 3 clusters Score -1.825204e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -18252420.000000 Penalty: 5876.073730
	Iteration 41Q: 3 clusters Score -1.825242e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -18252830.000000 Penalty: 5876.073730
	Iteration 42Q: 3 clusters Score -1.825283e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -18253196.000000 Penalty: 5876.073730
	Iteration 43Q: 3 clusters Score -1.82532e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -18253614.000000 Penalty: 5876.073730
	Iteration 44Q: 3 clusters Score -1.825361e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -18254276.000000 Penalty: 5876.073730
	Iteration 45Q: 3 clusters Score -1.825428e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -18254954.000000 Penalty: 5876.073730
	Iteration 46Q: 3 clusters Score -1.825495e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -18255550.000000 Penalty: 5876.073730
	Iteration 47Q: 3 clusters Score -1.825555e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -18256262.000000 Penalty: 5876.073730
	Iteration 48Q: 3 clusters Score -1.825626e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 127620 members 
Entering Unmasked Estep 
Score: -18257188.000000 Penalty: 5876.073730
	Iteration 49Q: 3 clusters Score -1.825719e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -18258168.000000 Penalty: 5876.073730
	Iteration 50Q: 3 clusters Score -1.825817e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -18259150.000000 Penalty: 5876.073730
	Iteration 51Q: 3 clusters Score -1.825915e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -18260084.000000 Penalty: 5876.073730
	Iteration 52Q: 3 clusters Score -1.826008e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 134941 members 
Entering Unmasked Estep 
Score: -18260884.000000 Penalty: 5876.073730
	Iteration 53Q: 3 clusters Score -1.826088e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 136008 members 
Entering Unmasked Estep 
Score: -18261522.000000 Penalty: 5876.073730
	Iteration 54Q: 3 clusters Score -1.826152e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 136809 members 
Entering Unmasked Estep 
Score: -18261942.000000 Penalty: 5876.073730
	Iteration 55Q: 3 clusters Score -1.826194e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -18262198.000000 Penalty: 5876.073730
	Iteration 56Q: 3 clusters Score -1.82622e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 137806 members 
Entering Unmasked Estep 
Score: -18262390.000000 Penalty: 5876.073730
	Iteration 57Q: 3 clusters Score -1.826239e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -18262530.000000 Penalty: 5876.073730
	Iteration 58Q: 3 clusters Score -1.826253e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -18262614.000000 Penalty: 5876.073730
	Iteration 59Q: 3 clusters Score -1.826261e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -18262682.000000 Penalty: 5876.073730
	Iteration 60F: 3 clusters Score -1.826268e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 138530 members 
Entering Unmasked Estep 
Score: -18262768.000000 Penalty: 5876.073730
	Iteration 61Q: 3 clusters Score -1.826277e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -18262818.000000 Penalty: 5876.073730
	Iteration 62Q: 3 clusters Score -1.826282e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 138650 members 
Entering Unmasked Estep 
Score: -18262866.000000 Penalty: 5876.073730
	Iteration 63Q: 3 clusters Score -1.826287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -18262902.000000 Penalty: 5876.073730
	Iteration 64Q: 3 clusters Score -1.82629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 138700 members 
Entering Unmasked Estep 
Score: -18262914.000000 Penalty: 5876.073730
	Iteration 65Q: 3 clusters Score -1.826291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 138711 members 
Entering Unmasked Estep 
Score: -18262918.000000 Penalty: 5876.073730
	Iteration 66Q: 3 clusters Score -1.826292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -18262908.000000 Penalty: 5876.073730
	Iteration 67Q: 3 clusters Score -1.826291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 138729 members 
Entering Unmasked Estep 
Score: -18262924.000000 Penalty: 5876.073730
	Iteration 68Q: 3 clusters Score -1.826292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -18262910.000000 Penalty: 5876.073730
	Iteration 69Q: 3 clusters Score -1.826291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -18262900.000000 Penalty: 5876.073730
	Iteration 70Q: 3 clusters Score -1.82629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 138755 members 
Entering Unmasked Estep 
Score: -18262904.000000 Penalty: 5876.073730
	Iteration 71Q: 3 clusters Score -1.82629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -18262914.000000 Penalty: 5876.073730
	Iteration 72Q: 3 clusters Score -1.826291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -18262914.000000 Penalty: 5876.073730
	Iteration 73Q: 3 clusters Score -1.826291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 138771 members 
Entering Unmasked Estep 
Score: -18262906.000000 Penalty: 5876.073730
	Iteration 74Q: 3 clusters Score -1.826291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -18262910.000000 Penalty: 5876.073730
	Iteration 75Q: 3 clusters Score -1.826291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 138784 members 
Entering Unmasked Estep 
Score: -18262918.000000 Penalty: 5876.073730
	Iteration 76Q: 3 clusters Score -1.826292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 138793 members 
Entering Unmasked Estep 
Score: -18262926.000000 Penalty: 5876.073730
	Iteration 77Q: 3 clusters Score -1.826293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -18262932.000000 Penalty: 5876.073730
	Iteration 78Q: 3 clusters Score -1.826293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 138806 members 
Entering Unmasked Estep 
Score: -18262932.000000 Penalty: 5876.073730
	Iteration 79Q: 3 clusters Score -1.826293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -18262948.000000 Penalty: 5876.073730
	Iteration 80F: 3 clusters Score -1.826295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 138818 members 
Entering Unmasked Estep 
Score: -18262950.000000 Penalty: 5876.073730
	Iteration 81Q: 3 clusters Score -1.826295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 138827 members 
Entering Unmasked Estep 
Score: -18262958.000000 Penalty: 5876.073730
	Iteration 82Q: 3 clusters Score -1.826296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -18262958.000000 Penalty: 5876.073730
	Iteration 83Q: 3 clusters Score -1.826296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 138839 members 
Entering Unmasked Estep 
Score: -18262962.000000 Penalty: 5876.073730
	Iteration 84Q: 3 clusters Score -1.826296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -18262968.000000 Penalty: 5876.073730
	Iteration 85Q: 3 clusters Score -1.826297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 138845 members 
Entering Unmasked Estep 
Score: -18262968.000000 Penalty: 5876.073730
	Iteration 86Q: 3 clusters Score -1.826297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 138849 members 
Entering Unmasked Estep 
Score: -18262966.000000 Penalty: 5876.073730
	Iteration 87Q: 3 clusters Score -1.826297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -18262970.000000 Penalty: 5876.073730
	Iteration 88Q: 3 clusters Score -1.826297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 138858 members 
Entering Unmasked Estep 
Score: -18262990.000000 Penalty: 5876.073730
	Iteration 89Q: 3 clusters Score -1.826299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 138864 members 
Entering Unmasked Estep 
Score: -18262994.000000 Penalty: 5876.073730
	Iteration 90Q: 3 clusters Score -1.826299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 138872 members 
Entering Unmasked Estep 
Score: -18263006.000000 Penalty: 5876.073730
	Iteration 91Q: 3 clusters Score -1.826301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -18263028.000000 Penalty: 5876.073730
	Iteration 92Q: 3 clusters Score -1.826303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 138884 members 
Entering Unmasked Estep 
Score: -18263030.000000 Penalty: 5876.073730
	Iteration 93Q: 3 clusters Score -1.826303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 138890 members 
Entering Unmasked Estep 
Score: -18263036.000000 Penalty: 5876.073730
	Iteration 94Q: 3 clusters Score -1.826304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 138892 members 
Entering Unmasked Estep 
Score: -18263052.000000 Penalty: 5876.073730
	Iteration 95Q: 3 clusters Score -1.826305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -18263056.000000 Penalty: 5876.073730
	Iteration 96Q: 3 clusters Score -1.826306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -18263040.000000 Penalty: 5876.073730
	Iteration 97Q: 3 clusters Score -1.826304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -18263034.000000 Penalty: 5876.073730
	Iteration 98Q: 3 clusters Score -1.826303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -18263034.000000 Penalty: 5876.073730
	Iteration 99F: 3 clusters Score -1.826303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (241357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241357 members 
Entering Unmasked Estep 
Score: -32241400.000000 Penalty: 3073.719971
	Iteration 0F: 2 clusters Score -3.22414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120704 members 
Mstep: Class 2 contains 120653 members 
Entering Unmasked Estep 
Score: -32102232.000000 Penalty: 6147.439941
	Iteration 0F: 3 clusters Score -3.210223e+07 nChanged 116719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -32172018.000000 Penalty: 6147.439941
	Iteration 1F: 3 clusters Score -3.217202e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -32173926.000000 Penalty: 6147.439941
	Iteration 2Q: 3 clusters Score -3.217393e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -32176092.000000 Penalty: 6147.439941
	Iteration 3Q: 3 clusters Score -3.217609e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -32178742.000000 Penalty: 6147.439941
	Iteration 4Q: 3 clusters Score -3.217874e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 108418 members 
Entering Unmasked Estep 
Score: -32182286.000000 Penalty: 6147.439941
	Iteration 5Q: 3 clusters Score -3.218229e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137918 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -32186192.000000 Penalty: 6147.439941
	Iteration 6Q: 3 clusters Score -3.218619e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -32190732.000000 Penalty: 6147.439941
	Iteration 7Q: 3 clusters Score -3.219073e+07 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -32195614.000000 Penalty: 6147.439941
	Iteration 8F: 3 clusters Score -3.219561e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -32201556.000000 Penalty: 6147.439941
	Iteration 9F: 3 clusters Score -3.220156e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -32208026.000000 Penalty: 6147.439941
	Iteration 10F: 3 clusters Score -3.220803e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186545 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -32214674.000000 Penalty: 6147.439941
	Iteration 11F: 3 clusters Score -3.221467e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200222 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -32221188.000000 Penalty: 6147.439941
	Iteration 12F: 3 clusters Score -3.222119e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213614 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -32227640.000000 Penalty: 6147.439941
	Iteration 13F: 3 clusters Score -3.222764e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225111 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -32232788.000000 Penalty: 6147.439941
	Iteration 14Q: 3 clusters Score -3.223279e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232955 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -32235444.000000 Penalty: 6147.439941
	Iteration 15Q: 3 clusters Score -3.223544e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237240 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -32236920.000000 Penalty: 6147.439941
	Iteration 16Q: 3 clusters Score -3.223692e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239245 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -32237772.000000 Penalty: 6147.439941
	Iteration 17Q: 3 clusters Score -3.223777e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240134 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -32238192.000000 Penalty: 6147.439941
	Iteration 18Q: 3 clusters Score -3.223819e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240513 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -32238446.000000 Penalty: 6147.439941
	Iteration 19Q: 3 clusters Score -3.223845e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240692 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -32238574.000000 Penalty: 6147.439941
	Iteration 20F: 3 clusters Score -3.223857e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240771 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -32238634.000000 Penalty: 6147.439941
	Iteration 21Q: 3 clusters Score -3.223863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240828 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32238680.000000 Penalty: 6147.439941
	Iteration 22Q: 3 clusters Score -3.223868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240871 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -32238706.000000 Penalty: 6147.439941
	Iteration 23Q: 3 clusters Score -3.223871e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240899 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -32238704.000000 Penalty: 6147.439941
	Iteration 24Q: 3 clusters Score -3.22387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240909 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -32238726.000000 Penalty: 6147.439941
	Iteration 25Q: 3 clusters Score -3.223873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240919 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -32238740.000000 Penalty: 6147.439941
	Iteration 26Q: 3 clusters Score -3.223874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240926 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32238718.000000 Penalty: 6147.439941
	Iteration 27Q: 3 clusters Score -3.223872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240930 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32238760.000000 Penalty: 6147.439941
	Iteration 28Q: 3 clusters Score -3.223876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240938 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32238746.000000 Penalty: 6147.439941
	Iteration 29Q: 3 clusters Score -3.223875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240943 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32238752.000000 Penalty: 6147.439941
	Iteration 30Q: 3 clusters Score -3.223875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240952 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32238762.000000 Penalty: 6147.439941
	Iteration 31Q: 3 clusters Score -3.223876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240954 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32238754.000000 Penalty: 6147.439941
	Iteration 32Q: 3 clusters Score -3.223875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240956 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32238748.000000 Penalty: 6147.439941
	Iteration 33Q: 3 clusters Score -3.223875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240958 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32238762.000000 Penalty: 6147.439941
	Iteration 34Q: 3 clusters Score -3.223876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32238756.000000 Penalty: 6147.439941
	Iteration 35Q: 3 clusters Score -3.223876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240959 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32238754.000000 Penalty: 6147.439941
	Iteration 36Q: 3 clusters Score -3.223875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240959 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32238754.000000 Penalty: 6147.439941
	Iteration 37F: 3 clusters Score -3.223875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Entering Unmasked Estep 
Score: -2994100.500000 Penalty: 2513.813232
	Iteration 0F: 2 clusters Score -2994100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2976821.000000 Penalty: 5027.626465
	Iteration 0F: 3 clusters Score -2976821 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2984346.000000 Penalty: 5027.626465
	Iteration 1F: 3 clusters Score -2984346 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2986487.750000 Penalty: 5027.626465
	Iteration 2F: 3 clusters Score -2986488 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2988781.500000 Penalty: 5027.626465
	Iteration 3F: 3 clusters Score -2988782 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2990553.000000 Penalty: 5027.626465
	Iteration 4F: 3 clusters Score -2990553 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2991628.500000 Penalty: 5027.626465
	Iteration 5F: 3 clusters Score -2991628 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2992307.500000 Penalty: 5027.626465
	Iteration 6Q: 3 clusters Score -2992308 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2992731.000000 Penalty: 5027.626465
	Iteration 7Q: 3 clusters Score -2992731 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2993052.500000 Penalty: 5027.626465
	Iteration 8Q: 3 clusters Score -2993052 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2993300.750000 Penalty: 5027.626465
	Iteration 9Q: 3 clusters Score -2993301 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2993530.500000 Penalty: 5027.626465
	Iteration 10Q: 3 clusters Score -2993530 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2993720.250000 Penalty: 5027.626465
	Iteration 11Q: 3 clusters Score -2993720 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2993861.250000 Penalty: 5027.626465
	Iteration 12Q: 3 clusters Score -2993861 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2993972.000000 Penalty: 5027.626465
	Iteration 13Q: 3 clusters Score -2993972 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2994093.000000 Penalty: 5027.626465
	Iteration 14Q: 3 clusters Score -2994093 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2994172.000000 Penalty: 5027.626465
	Iteration 15Q: 3 clusters Score -2994172 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2994224.250000 Penalty: 5027.626465
	Iteration 16Q: 3 clusters Score -2994224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2994270.000000 Penalty: 5027.626465
	Iteration 17Q: 3 clusters Score -2994270 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2994298.750000 Penalty: 5027.626465
	Iteration 18Q: 3 clusters Score -2994299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2994308.500000 Penalty: 5027.626465
	Iteration 19Q: 3 clusters Score -2994308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2994317.000000 Penalty: 5027.626465
	Iteration 20F: 3 clusters Score -2994317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2994328.000000 Penalty: 5027.626465
	Iteration 21Q: 3 clusters Score -2994328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2994339.500000 Penalty: 5027.626465
	Iteration 22Q: 3 clusters Score -2994340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2994355.250000 Penalty: 5027.626465
	Iteration 23Q: 3 clusters Score -2994355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2994361.750000 Penalty: 5027.626465
	Iteration 24Q: 3 clusters Score -2994362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2994369.500000 Penalty: 5027.626465
	Iteration 25Q: 3 clusters Score -2994370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2994375.000000 Penalty: 5027.626465
	Iteration 26Q: 3 clusters Score -2994375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2994380.500000 Penalty: 5027.626465
	Iteration 27Q: 3 clusters Score -2994380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2994393.250000 Penalty: 5027.626465
	Iteration 28Q: 3 clusters Score -2994393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2994394.250000 Penalty: 5027.626465
	Iteration 29Q: 3 clusters Score -2994394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2994401.000000 Penalty: 5027.626465
	Iteration 30Q: 3 clusters Score -2994401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2994404.000000 Penalty: 5027.626465
	Iteration 31Q: 3 clusters Score -2994404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2994403.750000 Penalty: 5027.626465
	Iteration 32Q: 3 clusters Score -2994404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2994404.500000 Penalty: 5027.626465
	Iteration 33Q: 3 clusters Score -2994404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2994401.750000 Penalty: 5027.626465
	Iteration 34Q: 3 clusters Score -2994402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2994405.500000 Penalty: 5027.626465
	Iteration 35Q: 3 clusters Score -2994406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2994406.500000 Penalty: 5027.626465
	Iteration 36Q: 3 clusters Score -2994406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2994403.500000 Penalty: 5027.626465
	Iteration 37Q: 3 clusters Score -2994404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2994408.500000 Penalty: 5027.626465
	Iteration 38Q: 3 clusters Score -2994408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2994408.250000 Penalty: 5027.626465
	Iteration 39Q: 3 clusters Score -2994408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2994407.250000 Penalty: 5027.626465
	Iteration 40F: 3 clusters Score -2994407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2994410.000000 Penalty: 5027.626465
	Iteration 41Q: 3 clusters Score -2994410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2994410.250000 Penalty: 5027.626465
	Iteration 42Q: 3 clusters Score -2994410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2994412.000000 Penalty: 5027.626465
	Iteration 43Q: 3 clusters Score -2994412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2994417.500000 Penalty: 5027.626465
	Iteration 44Q: 3 clusters Score -2994418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2994411.750000 Penalty: 5027.626465
	Iteration 45Q: 3 clusters Score -2994412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2994415.000000 Penalty: 5027.626465
	Iteration 46Q: 3 clusters Score -2994415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2994416.750000 Penalty: 5027.626465
	Iteration 47Q: 3 clusters Score -2994417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2994416.000000 Penalty: 5027.626465
	Iteration 48Q: 3 clusters Score -2994416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2994412.000000 Penalty: 5027.626465
	Iteration 49Q: 3 clusters Score -2994412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2994414.750000 Penalty: 5027.626465
	Iteration 50Q: 3 clusters Score -2994415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2994410.750000 Penalty: 5027.626465
	Iteration 51Q: 3 clusters Score -2994411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2994418.250000 Penalty: 5027.626465
	Iteration 52Q: 3 clusters Score -2994418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2994414.250000 Penalty: 5027.626465
	Iteration 53Q: 3 clusters Score -2994414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2994415.000000 Penalty: 5027.626465
	Iteration 54Q: 3 clusters Score -2994415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2994416.750000 Penalty: 5027.626465
	Iteration 55Q: 3 clusters Score -2994417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2994417.000000 Penalty: 5027.626465
	Iteration 56Q: 3 clusters Score -2994417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2994421.500000 Penalty: 5027.626465
	Iteration 57Q: 3 clusters Score -2994422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2994423.000000 Penalty: 5027.626465
	Iteration 58Q: 3 clusters Score -2994423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2994419.250000 Penalty: 5027.626465
	Iteration 59Q: 3 clusters Score -2994419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2994429.500000 Penalty: 5027.626465
	Iteration 60F: 3 clusters Score -2994430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2994426.000000 Penalty: 5027.626465
	Iteration 61Q: 3 clusters Score -2994426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2994421.750000 Penalty: 5027.626465
	Iteration 62Q: 3 clusters Score -2994422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2994418.750000 Penalty: 5027.626465
	Iteration 63Q: 3 clusters Score -2994419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2994421.250000 Penalty: 5027.626465
	Iteration 64Q: 3 clusters Score -2994421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2994418.000000 Penalty: 5027.626465
	Iteration 65Q: 3 clusters Score -2994418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2994420.500000 Penalty: 5027.626465
	Iteration 66Q: 3 clusters Score -2994420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2994419.750000 Penalty: 5027.626465
	Iteration 67Q: 3 clusters Score -2994420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2994423.000000 Penalty: 5027.626465
	Iteration 68Q: 3 clusters Score -2994423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2994421.500000 Penalty: 5027.626465
	Iteration 69Q: 3 clusters Score -2994422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2994421.500000 Penalty: 5027.626465
	Iteration 70Q: 3 clusters Score -2994422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2994420.750000 Penalty: 5027.626465
	Iteration 71Q: 3 clusters Score -2994421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2994419.500000 Penalty: 5027.626465
	Iteration 72Q: 3 clusters Score -2994420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2994420.750000 Penalty: 5027.626465
	Iteration 73Q: 3 clusters Score -2994421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2994420.500000 Penalty: 5027.626465
	Iteration 74Q: 3 clusters Score -2994420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2994420.500000 Penalty: 5027.626465
	Iteration 75F: 3 clusters Score -2994420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 135703 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Entering Unmasked Estep 
Score: -180919248.000000 Penalty: 80742.429688
Splitting cluster 8 changes total score from -180916384.000000 to -180919248.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -360700.625000 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -360700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357556.531250 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -357556.5 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -358751.781250 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -358751.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -360181.750000 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -360181.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361610.375000 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -361610.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -362820.687500 Penalty: 3959.278320
	Iteration 4F: 3 clusters Score -362820.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -363726.531250 Penalty: 3959.278320
	Iteration 5F: 3 clusters Score -363726.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -364213.218750 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -364213.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -364423.093750 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -364423.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -364670.500000 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -364670.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -364884.812500 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -364884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -365022.093750 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -365022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -365101.625000 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -365101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -365136.125000 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -365136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -365140.625000 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -365140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -365196.281250 Penalty: 3959.278320
	Iteration 14F: 3 clusters Score -365196.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -365527.562500 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -365527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365833.625000 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -365833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365853.718750 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -365853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -365862.093750 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -365862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -365865.562500 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -365865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -365865.875000 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -365865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 135703 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Entering Unmasked Estep 
Score: -180923088.000000 Penalty: 84252.968750
Splitting cluster 9 changes total score from -180916384.000000 to -180923088.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (20223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Entering Unmasked Estep 
Score: -2602608.750000 Penalty: 2458.814697
	Iteration 0F: 2 clusters Score -2602609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2588425.000000 Penalty: 4917.629395
	Iteration 0F: 3 clusters Score -2588425 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2593910.250000 Penalty: 4917.629395
	Iteration 1F: 3 clusters Score -2593910 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2595078.250000 Penalty: 4917.629395
	Iteration 2F: 3 clusters Score -2595078 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2596730.250000 Penalty: 4917.629395
	Iteration 3F: 3 clusters Score -2596730 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2598625.000000 Penalty: 4917.629395
	Iteration 4F: 3 clusters Score -2598625 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2600299.000000 Penalty: 4917.629395
	Iteration 5F: 3 clusters Score -2600299 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2601627.750000 Penalty: 4917.629395
	Iteration 6F: 3 clusters Score -2601628 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2602608.500000 Penalty: 4917.629395
	Iteration 7F: 3 clusters Score -2602608 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2603494.500000 Penalty: 4917.629395
	Iteration 8Q: 3 clusters Score -2603494 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2603970.250000 Penalty: 4917.629395
	Iteration 9Q: 3 clusters Score -2603970 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2604092.000000 Penalty: 4917.629395
	Iteration 10Q: 3 clusters Score -2604092 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2604154.250000 Penalty: 4917.629395
	Iteration 11Q: 3 clusters Score -2604154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2604207.500000 Penalty: 4917.629395
	Iteration 12Q: 3 clusters Score -2604208 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2604260.250000 Penalty: 4917.629395
	Iteration 13Q: 3 clusters Score -2604260 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2604312.750000 Penalty: 4917.629395
	Iteration 14Q: 3 clusters Score -2604313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2604336.000000 Penalty: 4917.629395
	Iteration 15Q: 3 clusters Score -2604336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2604367.750000 Penalty: 4917.629395
	Iteration 16Q: 3 clusters Score -2604368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2604406.000000 Penalty: 4917.629395
	Iteration 17Q: 3 clusters Score -2604406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2604412.000000 Penalty: 4917.629395
	Iteration 18Q: 3 clusters Score -2604412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2604444.750000 Penalty: 4917.629395
	Iteration 19Q: 3 clusters Score -2604445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2604476.250000 Penalty: 4917.629395
	Iteration 20F: 3 clusters Score -2604476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2604496.750000 Penalty: 4917.629395
	Iteration 21Q: 3 clusters Score -2604497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2604525.750000 Penalty: 4917.629395
	Iteration 22Q: 3 clusters Score -2604526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2604553.250000 Penalty: 4917.629395
	Iteration 23Q: 3 clusters Score -2604553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2604579.500000 Penalty: 4917.629395
	Iteration 24Q: 3 clusters Score -2604580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2604589.250000 Penalty: 4917.629395
	Iteration 25Q: 3 clusters Score -2604589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2604596.750000 Penalty: 4917.629395
	Iteration 26Q: 3 clusters Score -2604597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2604607.000000 Penalty: 4917.629395
	Iteration 27Q: 3 clusters Score -2604607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2604612.000000 Penalty: 4917.629395
	Iteration 28Q: 3 clusters Score -2604612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2604624.250000 Penalty: 4917.629395
	Iteration 29Q: 3 clusters Score -2604624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2604623.500000 Penalty: 4917.629395
	Iteration 30Q: 3 clusters Score -2604624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2604632.250000 Penalty: 4917.629395
	Iteration 31Q: 3 clusters Score -2604632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2604629.000000 Penalty: 4917.629395
	Iteration 32Q: 3 clusters Score -2604629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2604635.500000 Penalty: 4917.629395
	Iteration 33Q: 3 clusters Score -2604636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2604635.750000 Penalty: 4917.629395
	Iteration 34Q: 3 clusters Score -2604636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2604643.250000 Penalty: 4917.629395
	Iteration 35Q: 3 clusters Score -2604643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2604644.500000 Penalty: 4917.629395
	Iteration 36Q: 3 clusters Score -2604644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2604643.250000 Penalty: 4917.629395
	Iteration 37Q: 3 clusters Score -2604643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2604643.500000 Penalty: 4917.629395
	Iteration 38Q: 3 clusters Score -2604644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2604648.250000 Penalty: 4917.629395
	Iteration 39Q: 3 clusters Score -2604648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2604645.250000 Penalty: 4917.629395
	Iteration 40F: 3 clusters Score -2604645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2604644.750000 Penalty: 4917.629395
	Iteration 41Q: 3 clusters Score -2604645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2604644.500000 Penalty: 4917.629395
	Iteration 42Q: 3 clusters Score -2604644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2604646.000000 Penalty: 4917.629395
	Iteration 43Q: 3 clusters Score -2604646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2604652.250000 Penalty: 4917.629395
	Iteration 44Q: 3 clusters Score -2604652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2604649.500000 Penalty: 4917.629395
	Iteration 45Q: 3 clusters Score -2604650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2604652.500000 Penalty: 4917.629395
	Iteration 46Q: 3 clusters Score -2604652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2604650.750000 Penalty: 4917.629395
	Iteration 47Q: 3 clusters Score -2604651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2604651.250000 Penalty: 4917.629395
	Iteration 48Q: 3 clusters Score -2604651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2604654.000000 Penalty: 4917.629395
	Iteration 49Q: 3 clusters Score -2604654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2604651.500000 Penalty: 4917.629395
	Iteration 50Q: 3 clusters Score -2604652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2604651.500000 Penalty: 4917.629395
	Iteration 51F: 3 clusters Score -2604652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 135703 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Entering Unmasked Estep 
Score: -180922624.000000 Penalty: 87763.507812
Splitting cluster 10 changes total score from -180916384.000000 to -180922624.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (15890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Entering Unmasked Estep 
Score: -2037712.250000 Penalty: 2399.014648
	Iteration 0F: 2 clusters Score -2037712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2026361.125000 Penalty: 4798.029297
	Iteration 0F: 3 clusters Score -2026361 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2030395.125000 Penalty: 4798.029297
	Iteration 1F: 3 clusters Score -2030395 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2031606.750000 Penalty: 4798.029297
	Iteration 2F: 3 clusters Score -2031607 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2033399.750000 Penalty: 4798.029297
	Iteration 3F: 3 clusters Score -2033400 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2035486.375000 Penalty: 4798.029297
	Iteration 4F: 3 clusters Score -2035486 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2037016.750000 Penalty: 4798.029297
	Iteration 5F: 3 clusters Score -2037017 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2037678.625000 Penalty: 4798.029297
	Iteration 6F: 3 clusters Score -2037679 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2037878.875000 Penalty: 4798.029297
	Iteration 7Q: 3 clusters Score -2037879 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2037958.500000 Penalty: 4798.029297
	Iteration 8Q: 3 clusters Score -2037958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2037993.375000 Penalty: 4798.029297
	Iteration 9Q: 3 clusters Score -2037993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2038009.625000 Penalty: 4798.029297
	Iteration 10Q: 3 clusters Score -2038010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2038021.750000 Penalty: 4798.029297
	Iteration 11Q: 3 clusters Score -2038022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2038035.375000 Penalty: 4798.029297
	Iteration 12Q: 3 clusters Score -2038035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2038045.875000 Penalty: 4798.029297
	Iteration 13Q: 3 clusters Score -2038046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2038049.750000 Penalty: 4798.029297
	Iteration 14Q: 3 clusters Score -2038050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2038057.500000 Penalty: 4798.029297
	Iteration 15Q: 3 clusters Score -2038058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2038061.125000 Penalty: 4798.029297
	Iteration 16Q: 3 clusters Score -2038061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2038065.250000 Penalty: 4798.029297
	Iteration 17Q: 3 clusters Score -2038065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2038068.875000 Penalty: 4798.029297
	Iteration 18Q: 3 clusters Score -2038069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2038068.875000 Penalty: 4798.029297
	Iteration 19Q: 3 clusters Score -2038069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2038075.875000 Penalty: 4798.029297
	Iteration 20F: 3 clusters Score -2038076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2038078.500000 Penalty: 4798.029297
	Iteration 21Q: 3 clusters Score -2038078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2038071.375000 Penalty: 4798.029297
	Iteration 22Q: 3 clusters Score -2038071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2038073.250000 Penalty: 4798.029297
	Iteration 23Q: 3 clusters Score -2038073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2038076.625000 Penalty: 4798.029297
	Iteration 24Q: 3 clusters Score -2038077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2038073.875000 Penalty: 4798.029297
	Iteration 25Q: 3 clusters Score -2038074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2038075.875000 Penalty: 4798.029297
	Iteration 26Q: 3 clusters Score -2038076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2038078.500000 Penalty: 4798.029297
	Iteration 27Q: 3 clusters Score -2038078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2038080.125000 Penalty: 4798.029297
	Iteration 28Q: 3 clusters Score -2038080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2038080.125000 Penalty: 4798.029297
	Iteration 29Q: 3 clusters Score -2038080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2038073.125000 Penalty: 4798.029297
	Iteration 30Q: 3 clusters Score -2038073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2038074.500000 Penalty: 4798.029297
	Iteration 31Q: 3 clusters Score -2038074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2038073.000000 Penalty: 4798.029297
	Iteration 32Q: 3 clusters Score -2038073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2038075.000000 Penalty: 4798.029297
	Iteration 33Q: 3 clusters Score -2038075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2038077.125000 Penalty: 4798.029297
	Iteration 34Q: 3 clusters Score -2038077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2038077.875000 Penalty: 4798.029297
	Iteration 35Q: 3 clusters Score -2038078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2038075.375000 Penalty: 4798.029297
	Iteration 36Q: 3 clusters Score -2038075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2038075.375000 Penalty: 4798.029297
	Iteration 37Q: 3 clusters Score -2038075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2038074.500000 Penalty: 4798.029297
	Iteration 38Q: 3 clusters Score -2038074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2038076.000000 Penalty: 4798.029297
	Iteration 39Q: 3 clusters Score -2038076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2038079.625000 Penalty: 4798.029297
	Iteration 40F: 3 clusters Score -2038080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 135703 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Entering Unmasked Estep 
Score: -180919872.000000 Penalty: 91274.054688
Splitting cluster 11 changes total score from -180916384.000000 to -180919872.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (37823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Entering Unmasked Estep 
Score: -4865639.500000 Penalty: 2614.086670
	Iteration 0F: 2 clusters Score -4865640 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 18774 members 
Entering Unmasked Estep 
Score: -4839908.000000 Penalty: 5228.173340
	Iteration 0F: 3 clusters Score -4839908 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4849533.500000 Penalty: 5228.173340
	Iteration 1F: 3 clusters Score -4849534 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4850252.500000 Penalty: 5228.173340
	Iteration 2F: 3 clusters Score -4850252 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4851033.500000 Penalty: 5228.173340
	Iteration 3Q: 3 clusters Score -4851034 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4851959.500000 Penalty: 5228.173340
	Iteration 4Q: 3 clusters Score -4851960 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4852883.000000 Penalty: 5228.173340
	Iteration 5Q: 3 clusters Score -4852883 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4853964.500000 Penalty: 5228.173340
	Iteration 6Q: 3 clusters Score -4853964 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4855254.500000 Penalty: 5228.173340
	Iteration 7F: 3 clusters Score -4855254 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4856518.500000 Penalty: 5228.173340
	Iteration 8F: 3 clusters Score -4856518 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4857781.500000 Penalty: 5228.173340
	Iteration 9Q: 3 clusters Score -4857782 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4858934.000000 Penalty: 5228.173340
	Iteration 10Q: 3 clusters Score -4858934 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4860005.000000 Penalty: 5228.173340
	Iteration 11Q: 3 clusters Score -4860005 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4860919.500000 Penalty: 5228.173340
	Iteration 12Q: 3 clusters Score -4860920 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4861601.500000 Penalty: 5228.173340
	Iteration 13Q: 3 clusters Score -4861602 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4862118.000000 Penalty: 5228.173340
	Iteration 14Q: 3 clusters Score -4862118 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4862517.000000 Penalty: 5228.173340
	Iteration 15Q: 3 clusters Score -4862517 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4862818.500000 Penalty: 5228.173340
	Iteration 16Q: 3 clusters Score -4862818 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4863023.000000 Penalty: 5228.173340
	Iteration 17Q: 3 clusters Score -4863023 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4863161.500000 Penalty: 5228.173340
	Iteration 18Q: 3 clusters Score -4863162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4863280.000000 Penalty: 5228.173340
	Iteration 19Q: 3 clusters Score -4863280 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4863377.500000 Penalty: 5228.173340
	Iteration 20F: 3 clusters Score -4863378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4863444.000000 Penalty: 5228.173340
	Iteration 21Q: 3 clusters Score -4863444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4863491.000000 Penalty: 5228.173340
	Iteration 22Q: 3 clusters Score -4863491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4863533.500000 Penalty: 5228.173340
	Iteration 23Q: 3 clusters Score -4863534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4863560.000000 Penalty: 5228.173340
	Iteration 24Q: 3 clusters Score -4863560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4863576.000000 Penalty: 5228.173340
	Iteration 25Q: 3 clusters Score -4863576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4863588.000000 Penalty: 5228.173340
	Iteration 26Q: 3 clusters Score -4863588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4863605.500000 Penalty: 5228.173340
	Iteration 27Q: 3 clusters Score -4863606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4863617.500000 Penalty: 5228.173340
	Iteration 28Q: 3 clusters Score -4863618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4863636.000000 Penalty: 5228.173340
	Iteration 29Q: 3 clusters Score -4863636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4863639.500000 Penalty: 5228.173340
	Iteration 30Q: 3 clusters Score -4863640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4863657.000000 Penalty: 5228.173340
	Iteration 31Q: 3 clusters Score -4863657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4863668.000000 Penalty: 5228.173340
	Iteration 32Q: 3 clusters Score -4863668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4863669.000000 Penalty: 5228.173340
	Iteration 33Q: 3 clusters Score -4863669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4863665.000000 Penalty: 5228.173340
	Iteration 34Q: 3 clusters Score -4863665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4863668.500000 Penalty: 5228.173340
	Iteration 35Q: 3 clusters Score -4863668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4863678.000000 Penalty: 5228.173340
	Iteration 36Q: 3 clusters Score -4863678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4863676.000000 Penalty: 5228.173340
	Iteration 37Q: 3 clusters Score -4863676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4863678.500000 Penalty: 5228.173340
	Iteration 38Q: 3 clusters Score -4863678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4863679.000000 Penalty: 5228.173340
	Iteration 39Q: 3 clusters Score -4863679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4863679.000000 Penalty: 5228.173340
	Iteration 40F: 3 clusters Score -4863679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4863680.000000 Penalty: 5228.173340
	Iteration 41Q: 3 clusters Score -4863680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4863680.000000 Penalty: 5228.173340
	Iteration 42F: 3 clusters Score -4863680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Entering Unmasked Estep 
Score: -9303133.000000 Penalty: 2768.282959
	Iteration 0F: 2 clusters Score -9303133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9256096.000000 Penalty: 5536.565918
	Iteration 0F: 3 clusters Score -9256096 nChanged 32859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -9274543.000000 Penalty: 5536.565918
	Iteration 1F: 3 clusters Score -9274543 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -9275205.000000 Penalty: 5536.565918
	Iteration 2Q: 3 clusters Score -9275205 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -9275969.000000 Penalty: 5536.565918
	Iteration 3Q: 3 clusters Score -9275969 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -9276912.000000 Penalty: 5536.565918
	Iteration 4Q: 3 clusters Score -9276912 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -9278083.000000 Penalty: 5536.565918
	Iteration 5Q: 3 clusters Score -9278083 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -9279515.000000 Penalty: 5536.565918
	Iteration 6Q: 3 clusters Score -9279515 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -9281088.000000 Penalty: 5536.565918
	Iteration 7Q: 3 clusters Score -9281088 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -9282989.000000 Penalty: 5536.565918
	Iteration 8F: 3 clusters Score -9282989 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -9285190.000000 Penalty: 5536.565918
	Iteration 9F: 3 clusters Score -9285190 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -9287577.000000 Penalty: 5536.565918
	Iteration 10F: 3 clusters Score -9287577 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -9290159.000000 Penalty: 5536.565918
	Iteration 11F: 3 clusters Score -9290159 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -9292858.000000 Penalty: 5536.565918
	Iteration 12F: 3 clusters Score -9292858 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -9295182.000000 Penalty: 5536.565918
	Iteration 13Q: 3 clusters Score -9295182 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -9297155.000000 Penalty: 5536.565918
	Iteration 14Q: 3 clusters Score -9297155 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -9298583.000000 Penalty: 5536.565918
	Iteration 15Q: 3 clusters Score -9298583 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9299517.000000 Penalty: 5536.565918
	Iteration 16Q: 3 clusters Score -9299517 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -9300084.000000 Penalty: 5536.565918
	Iteration 17Q: 3 clusters Score -9300084 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -9300525.000000 Penalty: 5536.565918
	Iteration 18Q: 3 clusters Score -9300525 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -9300903.000000 Penalty: 5536.565918
	Iteration 19Q: 3 clusters Score -9300903 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -9301211.000000 Penalty: 5536.565918
	Iteration 20F: 3 clusters Score -9301211 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -9301459.000000 Penalty: 5536.565918
	Iteration 21Q: 3 clusters Score -9301459 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -9301617.000000 Penalty: 5536.565918
	Iteration 22Q: 3 clusters Score -9301617 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -9301759.000000 Penalty: 5536.565918
	Iteration 23Q: 3 clusters Score -9301759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -9301851.000000 Penalty: 5536.565918
	Iteration 24Q: 3 clusters Score -9301851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -9301924.000000 Penalty: 5536.565918
	Iteration 25Q: 3 clusters Score -9301924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -9301996.000000 Penalty: 5536.565918
	Iteration 26Q: 3 clusters Score -9301996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -9302047.000000 Penalty: 5536.565918
	Iteration 27Q: 3 clusters Score -9302047 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9302096.000000 Penalty: 5536.565918
	Iteration 28Q: 3 clusters Score -9302096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9302143.000000 Penalty: 5536.565918
	Iteration 29Q: 3 clusters Score -9302143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -9302167.000000 Penalty: 5536.565918
	Iteration 30Q: 3 clusters Score -9302167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9302173.000000 Penalty: 5536.565918
	Iteration 31Q: 3 clusters Score -9302173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -9302174.000000 Penalty: 5536.565918
	Iteration 32Q: 3 clusters Score -9302174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -9302188.000000 Penalty: 5536.565918
	Iteration 33Q: 3 clusters Score -9302188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -9302186.000000 Penalty: 5536.565918
	Iteration 34Q: 3 clusters Score -9302186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -9302196.000000 Penalty: 5536.565918
	Iteration 35Q: 3 clusters Score -9302196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -9302199.000000 Penalty: 5536.565918
	Iteration 36Q: 3 clusters Score -9302199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -9302218.000000 Penalty: 5536.565918
	Iteration 37Q: 3 clusters Score -9302218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -9302219.000000 Penalty: 5536.565918
	Iteration 38Q: 3 clusters Score -9302219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -9302229.000000 Penalty: 5536.565918
	Iteration 39Q: 3 clusters Score -9302229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -9302221.000000 Penalty: 5536.565918
	Iteration 40F: 3 clusters Score -9302221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9302255.000000 Penalty: 5536.565918
	Iteration 41Q: 3 clusters Score -9302255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9302265.000000 Penalty: 5536.565918
	Iteration 42Q: 3 clusters Score -9302265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -9302272.000000 Penalty: 5536.565918
	Iteration 43Q: 3 clusters Score -9302272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -9302293.000000 Penalty: 5536.565918
	Iteration 44Q: 3 clusters Score -9302293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -9302296.000000 Penalty: 5536.565918
	Iteration 45Q: 3 clusters Score -9302296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -9302303.000000 Penalty: 5536.565918
	Iteration 46Q: 3 clusters Score -9302303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -9302318.000000 Penalty: 5536.565918
	Iteration 47Q: 3 clusters Score -9302318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -9302334.000000 Penalty: 5536.565918
	Iteration 48Q: 3 clusters Score -9302334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -9302353.000000 Penalty: 5536.565918
	Iteration 49Q: 3 clusters Score -9302353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -9302358.000000 Penalty: 5536.565918
	Iteration 50Q: 3 clusters Score -9302358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -9302361.000000 Penalty: 5536.565918
	Iteration 51Q: 3 clusters Score -9302361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -9302364.000000 Penalty: 5536.565918
	Iteration 52Q: 3 clusters Score -9302364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -9302391.000000 Penalty: 5536.565918
	Iteration 53Q: 3 clusters Score -9302391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9302406.000000 Penalty: 5536.565918
	Iteration 54Q: 3 clusters Score -9302406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -9302417.000000 Penalty: 5536.565918
	Iteration 55Q: 3 clusters Score -9302417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -9302427.000000 Penalty: 5536.565918
	Iteration 56Q: 3 clusters Score -9302427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9302433.000000 Penalty: 5536.565918
	Iteration 57Q: 3 clusters Score -9302433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9302430.000000 Penalty: 5536.565918
	Iteration 58Q: 3 clusters Score -9302430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -9302432.000000 Penalty: 5536.565918
	Iteration 59Q: 3 clusters Score -9302432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -9302419.000000 Penalty: 5536.565918
	Iteration 60F: 3 clusters Score -9302419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -9302419.000000 Penalty: 5536.565918
	Iteration 61Q: 3 clusters Score -9302419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -9302420.000000 Penalty: 5536.565918
	Iteration 62Q: 3 clusters Score -9302420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9302428.000000 Penalty: 5536.565918
	Iteration 63Q: 3 clusters Score -9302428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -9302433.000000 Penalty: 5536.565918
	Iteration 64Q: 3 clusters Score -9302433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -9302444.000000 Penalty: 5536.565918
	Iteration 65Q: 3 clusters Score -9302444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9302447.000000 Penalty: 5536.565918
	Iteration 66Q: 3 clusters Score -9302447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9302443.000000 Penalty: 5536.565918
	Iteration 67Q: 3 clusters Score -9302443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9302446.000000 Penalty: 5536.565918
	Iteration 68Q: 3 clusters Score -9302446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9302444.000000 Penalty: 5536.565918
	Iteration 69Q: 3 clusters Score -9302444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -9302449.000000 Penalty: 5536.565918
	Iteration 70Q: 3 clusters Score -9302449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -9302452.000000 Penalty: 5536.565918
	Iteration 71Q: 3 clusters Score -9302452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -9302448.000000 Penalty: 5536.565918
	Iteration 72Q: 3 clusters Score -9302448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -9302450.000000 Penalty: 5536.565918
	Iteration 73Q: 3 clusters Score -9302450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -9302450.000000 Penalty: 5536.565918
	Iteration 74F: 3 clusters Score -9302450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Entering Unmasked Estep 
Score: -17990942.000000 Penalty: 2930.919434
	Iteration 0F: 2 clusters Score -1.799094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -17901710.000000 Penalty: 5861.838867
	Iteration 0F: 3 clusters Score -1.790171e+07 nChanged 64941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -17940884.000000 Penalty: 5861.838867
	Iteration 1F: 3 clusters Score -1.794088e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -17944146.000000 Penalty: 5861.838867
	Iteration 2F: 3 clusters Score -1.794415e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -17948344.000000 Penalty: 5861.838867
	Iteration 3F: 3 clusters Score -1.794834e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -17953578.000000 Penalty: 5861.838867
	Iteration 4F: 3 clusters Score -1.795358e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -17959626.000000 Penalty: 5861.838867
	Iteration 5F: 3 clusters Score -1.795963e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -17966476.000000 Penalty: 5861.838867
	Iteration 6F: 3 clusters Score -1.796648e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -17973780.000000 Penalty: 5861.838867
	Iteration 7F: 3 clusters Score -1.797378e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -17981178.000000 Penalty: 5861.838867
	Iteration 8F: 3 clusters Score -1.798118e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -17987412.000000 Penalty: 5861.838867
	Iteration 9Q: 3 clusters Score -1.798741e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -17991672.000000 Penalty: 5861.838867
	Iteration 10Q: 3 clusters Score -1.799167e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -17994122.000000 Penalty: 5861.838867
	Iteration 11Q: 3 clusters Score -1.799412e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125277 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -17995206.000000 Penalty: 5861.838867
	Iteration 12Q: 3 clusters Score -1.799521e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -17995796.000000 Penalty: 5861.838867
	Iteration 13Q: 3 clusters Score -1.79958e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -17996070.000000 Penalty: 5861.838867
	Iteration 14Q: 3 clusters Score -1.799607e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -17996164.000000 Penalty: 5861.838867
	Iteration 15Q: 3 clusters Score -1.799616e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -17996178.000000 Penalty: 5861.838867
	Iteration 16Q: 3 clusters Score -1.799618e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -17996228.000000 Penalty: 5861.838867
	Iteration 17Q: 3 clusters Score -1.799623e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -17996278.000000 Penalty: 5861.838867
	Iteration 18Q: 3 clusters Score -1.799628e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -17996308.000000 Penalty: 5861.838867
	Iteration 19Q: 3 clusters Score -1.799631e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -17996312.000000 Penalty: 5861.838867
	Iteration 20F: 3 clusters Score -1.799631e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124963 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -17996322.000000 Penalty: 5861.838867
	Iteration 21Q: 3 clusters Score -1.799632e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -17996274.000000 Penalty: 5861.838867
	Iteration 22Q: 3 clusters Score -1.799627e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -17996298.000000 Penalty: 5861.838867
	Iteration 23Q: 3 clusters Score -1.79963e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -17996326.000000 Penalty: 5861.838867
	Iteration 24Q: 3 clusters Score -1.799633e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -17996392.000000 Penalty: 5861.838867
	Iteration 25Q: 3 clusters Score -1.799639e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -17996418.000000 Penalty: 5861.838867
	Iteration 26Q: 3 clusters Score -1.799642e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -17996460.000000 Penalty: 5861.838867
	Iteration 27Q: 3 clusters Score -1.799646e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -17996492.000000 Penalty: 5861.838867
	Iteration 28Q: 3 clusters Score -1.799649e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -17996504.000000 Penalty: 5861.838867
	Iteration 29Q: 3 clusters Score -1.79965e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -17996520.000000 Penalty: 5861.838867
	Iteration 30Q: 3 clusters Score -1.799652e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -17996592.000000 Penalty: 5861.838867
	Iteration 31Q: 3 clusters Score -1.799659e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -17996664.000000 Penalty: 5861.838867
	Iteration 32Q: 3 clusters Score -1.799666e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -17996670.000000 Penalty: 5861.838867
	Iteration 33Q: 3 clusters Score -1.799667e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -17996694.000000 Penalty: 5861.838867
	Iteration 34Q: 3 clusters Score -1.799669e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -17996752.000000 Penalty: 5861.838867
	Iteration 35Q: 3 clusters Score -1.799675e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -17996786.000000 Penalty: 5861.838867
	Iteration 36Q: 3 clusters Score -1.799679e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122609 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -17996838.000000 Penalty: 5861.838867
	Iteration 37Q: 3 clusters Score -1.799684e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -17996854.000000 Penalty: 5861.838867
	Iteration 38Q: 3 clusters Score -1.799685e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -17996812.000000 Penalty: 5861.838867
	Iteration 39Q: 3 clusters Score -1.799681e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121888 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -17996902.000000 Penalty: 5861.838867
	Iteration 40F: 3 clusters Score -1.79969e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -17996926.000000 Penalty: 5861.838867
	Iteration 41Q: 3 clusters Score -1.799693e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121381 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -17996972.000000 Penalty: 5861.838867
	Iteration 42Q: 3 clusters Score -1.799697e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -17997022.000000 Penalty: 5861.838867
	Iteration 43Q: 3 clusters Score -1.799702e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -17997060.000000 Penalty: 5861.838867
	Iteration 44Q: 3 clusters Score -1.799706e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -17997154.000000 Penalty: 5861.838867
	Iteration 45Q: 3 clusters Score -1.799715e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -17997164.000000 Penalty: 5861.838867
	Iteration 46Q: 3 clusters Score -1.799716e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -17997176.000000 Penalty: 5861.838867
	Iteration 47Q: 3 clusters Score -1.799718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -17997264.000000 Penalty: 5861.838867
	Iteration 48Q: 3 clusters Score -1.799726e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -17997324.000000 Penalty: 5861.838867
	Iteration 49Q: 3 clusters Score -1.799732e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -17997338.000000 Penalty: 5861.838867
	Iteration 50Q: 3 clusters Score -1.799734e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119326 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -17997344.000000 Penalty: 5861.838867
	Iteration 51Q: 3 clusters Score -1.799734e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -17997366.000000 Penalty: 5861.838867
	Iteration 52Q: 3 clusters Score -1.799737e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -17997366.000000 Penalty: 5861.838867
	Iteration 53Q: 3 clusters Score -1.799737e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118763 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -17997372.000000 Penalty: 5861.838867
	Iteration 54Q: 3 clusters Score -1.799737e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118589 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -17997386.000000 Penalty: 5861.838867
	Iteration 55Q: 3 clusters Score -1.799739e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -17997402.000000 Penalty: 5861.838867
	Iteration 56Q: 3 clusters Score -1.79974e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -17997364.000000 Penalty: 5861.838867
	Iteration 57Q: 3 clusters Score -1.799736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -17997372.000000 Penalty: 5861.838867
	Iteration 58Q: 3 clusters Score -1.799737e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -17997402.000000 Penalty: 5861.838867
	Iteration 59Q: 3 clusters Score -1.79974e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -17997408.000000 Penalty: 5861.838867
	Iteration 60F: 3 clusters Score -1.799741e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -17997404.000000 Penalty: 5861.838867
	Iteration 61Q: 3 clusters Score -1.79974e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117553 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -17997406.000000 Penalty: 5861.838867
	Iteration 62Q: 3 clusters Score -1.799741e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -17997410.000000 Penalty: 5861.838867
	Iteration 63Q: 3 clusters Score -1.799741e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -17997406.000000 Penalty: 5861.838867
	Iteration 64Q: 3 clusters Score -1.799741e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -17997438.000000 Penalty: 5861.838867
	Iteration 65Q: 3 clusters Score -1.799744e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -17997456.000000 Penalty: 5861.838867
	Iteration 66Q: 3 clusters Score -1.799746e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -17997470.000000 Penalty: 5861.838867
	Iteration 67Q: 3 clusters Score -1.799747e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -17997504.000000 Penalty: 5861.838867
	Iteration 68Q: 3 clusters Score -1.79975e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -17997530.000000 Penalty: 5861.838867
	Iteration 69Q: 3 clusters Score -1.799753e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -17997528.000000 Penalty: 5861.838867
	Iteration 70Q: 3 clusters Score -1.799753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -17997568.000000 Penalty: 5861.838867
	Iteration 71Q: 3 clusters Score -1.799757e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -17997556.000000 Penalty: 5861.838867
	Iteration 72Q: 3 clusters Score -1.799756e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -17997542.000000 Penalty: 5861.838867
	Iteration 73Q: 3 clusters Score -1.799754e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -17997550.000000 Penalty: 5861.838867
	Iteration 74Q: 3 clusters Score -1.799755e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -17997536.000000 Penalty: 5861.838867
	Iteration 75Q: 3 clusters Score -1.799754e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -17997552.000000 Penalty: 5861.838867
	Iteration 76Q: 3 clusters Score -1.799755e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -17997564.000000 Penalty: 5861.838867
	Iteration 77Q: 3 clusters Score -1.799756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -17997594.000000 Penalty: 5861.838867
	Iteration 78Q: 3 clusters Score -1.799759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -17997576.000000 Penalty: 5861.838867
	Iteration 79Q: 3 clusters Score -1.799758e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -17997584.000000 Penalty: 5861.838867
	Iteration 80F: 3 clusters Score -1.799758e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115705 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -17997570.000000 Penalty: 5861.838867
	Iteration 81Q: 3 clusters Score -1.799757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -17997564.000000 Penalty: 5861.838867
	Iteration 82Q: 3 clusters Score -1.799756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115463 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -17997566.000000 Penalty: 5861.838867
	Iteration 83Q: 3 clusters Score -1.799757e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -17997588.000000 Penalty: 5861.838867
	Iteration 84Q: 3 clusters Score -1.799759e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -17997576.000000 Penalty: 5861.838867
	Iteration 85Q: 3 clusters Score -1.799758e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -17997584.000000 Penalty: 5861.838867
	Iteration 86Q: 3 clusters Score -1.799758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -17997590.000000 Penalty: 5861.838867
	Iteration 87Q: 3 clusters Score -1.799759e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -17997566.000000 Penalty: 5861.838867
	Iteration 88Q: 3 clusters Score -1.799757e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -17997572.000000 Penalty: 5861.838867
	Iteration 89Q: 3 clusters Score -1.799757e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114500 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -17997594.000000 Penalty: 5861.838867
	Iteration 90Q: 3 clusters Score -1.799759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -17997622.000000 Penalty: 5861.838867
	Iteration 91Q: 3 clusters Score -1.799762e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -17997632.000000 Penalty: 5861.838867
	Iteration 92Q: 3 clusters Score -1.799763e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -17997642.000000 Penalty: 5861.838867
	Iteration 93Q: 3 clusters Score -1.799764e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -17997686.000000 Penalty: 5861.838867
	Iteration 94Q: 3 clusters Score -1.799769e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113887 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -17997688.000000 Penalty: 5861.838867
	Iteration 95Q: 3 clusters Score -1.799769e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113766 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -17997692.000000 Penalty: 5861.838867
	Iteration 96Q: 3 clusters Score -1.799769e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -17997720.000000 Penalty: 5861.838867
	Iteration 97Q: 3 clusters Score -1.799772e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -17997716.000000 Penalty: 5861.838867
	Iteration 98Q: 3 clusters Score -1.799772e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -17997734.000000 Penalty: 5861.838867
	Iteration 99Q: 3 clusters Score -1.799773e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -17997732.000000 Penalty: 5861.838867
	Iteration 100F: 3 clusters Score -1.799773e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -17997758.000000 Penalty: 5861.838867
	Iteration 101Q: 3 clusters Score -1.799776e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -17997778.000000 Penalty: 5861.838867
	Iteration 102Q: 3 clusters Score -1.799778e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -17997770.000000 Penalty: 5861.838867
	Iteration 103Q: 3 clusters Score -1.799777e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -17997778.000000 Penalty: 5861.838867
	Iteration 104Q: 3 clusters Score -1.799778e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -17997756.000000 Penalty: 5861.838867
	Iteration 105Q: 3 clusters Score -1.799776e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112834 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -17997758.000000 Penalty: 5861.838867
	Iteration 106Q: 3 clusters Score -1.799776e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -17997784.000000 Penalty: 5861.838867
	Iteration 107Q: 3 clusters Score -1.799778e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -17997774.000000 Penalty: 5861.838867
	Iteration 108Q: 3 clusters Score -1.799777e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -17997790.000000 Penalty: 5861.838867
	Iteration 109Q: 3 clusters Score -1.799779e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -17997784.000000 Penalty: 5861.838867
	Iteration 110Q: 3 clusters Score -1.799778e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -17997790.000000 Penalty: 5861.838867
	Iteration 111Q: 3 clusters Score -1.799779e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -17997762.000000 Penalty: 5861.838867
	Iteration 112Q: 3 clusters Score -1.799776e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -17997764.000000 Penalty: 5861.838867
	Iteration 113Q: 3 clusters Score -1.799776e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -17997764.000000 Penalty: 5861.838867
	Iteration 114Q: 3 clusters Score -1.799776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -17997808.000000 Penalty: 5861.838867
	Iteration 115Q: 3 clusters Score -1.799781e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -17997790.000000 Penalty: 5861.838867
	Iteration 116Q: 3 clusters Score -1.799779e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -17997802.000000 Penalty: 5861.838867
	Iteration 117Q: 3 clusters Score -1.79978e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -17997810.000000 Penalty: 5861.838867
	Iteration 118Q: 3 clusters Score -1.799781e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -17997828.000000 Penalty: 5861.838867
	Iteration 119Q: 3 clusters Score -1.799783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -17997810.000000 Penalty: 5861.838867
	Iteration 120F: 3 clusters Score -1.799781e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -17997842.000000 Penalty: 5861.838867
	Iteration 121Q: 3 clusters Score -1.799784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -17997852.000000 Penalty: 5861.838867
	Iteration 122Q: 3 clusters Score -1.799785e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -17997844.000000 Penalty: 5861.838867
	Iteration 123Q: 3 clusters Score -1.799784e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -17997848.000000 Penalty: 5861.838867
	Iteration 124Q: 3 clusters Score -1.799785e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -17997846.000000 Penalty: 5861.838867
	Iteration 125Q: 3 clusters Score -1.799785e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -17997852.000000 Penalty: 5861.838867
	Iteration 126Q: 3 clusters Score -1.799785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -17997846.000000 Penalty: 5861.838867
	Iteration 127Q: 3 clusters Score -1.799785e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -17997844.000000 Penalty: 5861.838867
	Iteration 128Q: 3 clusters Score -1.799784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -17997848.000000 Penalty: 5861.838867
	Iteration 129Q: 3 clusters Score -1.799785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -17997842.000000 Penalty: 5861.838867
	Iteration 130Q: 3 clusters Score -1.799784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -17997852.000000 Penalty: 5861.838867
	Iteration 131Q: 3 clusters Score -1.799785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -17997852.000000 Penalty: 5861.838867
	Iteration 132Q: 3 clusters Score -1.799785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111434 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -17997876.000000 Penalty: 5861.838867
	Iteration 133Q: 3 clusters Score -1.799788e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -17997880.000000 Penalty: 5861.838867
	Iteration 134Q: 3 clusters Score -1.799788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -17997892.000000 Penalty: 5861.838867
	Iteration 135Q: 3 clusters Score -1.799789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -17997898.000000 Penalty: 5861.838867
	Iteration 136Q: 3 clusters Score -1.79979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -17997902.000000 Penalty: 5861.838867
	Iteration 137Q: 3 clusters Score -1.79979e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -17997908.000000 Penalty: 5861.838867
	Iteration 138Q: 3 clusters Score -1.799791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -17997872.000000 Penalty: 5861.838867
	Iteration 139Q: 3 clusters Score -1.799787e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -17997898.000000 Penalty: 5861.838867
	Iteration 140F: 3 clusters Score -1.79979e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -17997898.000000 Penalty: 5861.838867
	Iteration 141Q: 3 clusters Score -1.79979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -17997872.000000 Penalty: 5861.838867
	Iteration 142Q: 3 clusters Score -1.799787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -17997876.000000 Penalty: 5861.838867
	Iteration 143Q: 3 clusters Score -1.799788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -17997892.000000 Penalty: 5861.838867
	Iteration 144Q: 3 clusters Score -1.799789e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -17997888.000000 Penalty: 5861.838867
	Iteration 145Q: 3 clusters Score -1.799789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -17997868.000000 Penalty: 5861.838867
	Iteration 146Q: 3 clusters Score -1.799787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -17997868.000000 Penalty: 5861.838867
	Iteration 147Q: 3 clusters Score -1.799787e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -17997878.000000 Penalty: 5861.838867
	Iteration 148Q: 3 clusters Score -1.799788e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -17997880.000000 Penalty: 5861.838867
	Iteration 149Q: 3 clusters Score -1.799788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -17997924.000000 Penalty: 5861.838867
	Iteration 150Q: 3 clusters Score -1.799792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -17997902.000000 Penalty: 5861.838867
	Iteration 151Q: 3 clusters Score -1.79979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -17997900.000000 Penalty: 5861.838867
	Iteration 152Q: 3 clusters Score -1.79979e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -17997910.000000 Penalty: 5861.838867
	Iteration 153Q: 3 clusters Score -1.799791e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -17997926.000000 Penalty: 5861.838867
	Iteration 154Q: 3 clusters Score -1.799793e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -17997940.000000 Penalty: 5861.838867
	Iteration 155Q: 3 clusters Score -1.799794e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -17997946.000000 Penalty: 5861.838867
	Iteration 156Q: 3 clusters Score -1.799795e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110216 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -17997968.000000 Penalty: 5861.838867
	Iteration 157Q: 3 clusters Score -1.799797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -17997970.000000 Penalty: 5861.838867
	Iteration 158Q: 3 clusters Score -1.799797e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -17997992.000000 Penalty: 5861.838867
	Iteration 159Q: 3 clusters Score -1.799799e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -17997990.000000 Penalty: 5861.838867
	Iteration 160F: 3 clusters Score -1.799799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -17998018.000000 Penalty: 5861.838867
	Iteration 161Q: 3 clusters Score -1.799802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.7998e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -17998014.000000 Penalty: 5861.838867
	Iteration 163Q: 3 clusters Score -1.799801e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -17998030.000000 Penalty: 5861.838867
	Iteration 164Q: 3 clusters Score -1.799803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -17998010.000000 Penalty: 5861.838867
	Iteration 165Q: 3 clusters Score -1.799801e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -17998034.000000 Penalty: 5861.838867
	Iteration 166Q: 3 clusters Score -1.799803e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -17998032.000000 Penalty: 5861.838867
	Iteration 167Q: 3 clusters Score -1.799803e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -17998032.000000 Penalty: 5861.838867
	Iteration 168Q: 3 clusters Score -1.799803e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -17998028.000000 Penalty: 5861.838867
	Iteration 169Q: 3 clusters Score -1.799803e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -17998024.000000 Penalty: 5861.838867
	Iteration 170Q: 3 clusters Score -1.799802e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -17998044.000000 Penalty: 5861.838867
	Iteration 171Q: 3 clusters Score -1.799804e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -17998046.000000 Penalty: 5861.838867
	Iteration 172Q: 3 clusters Score -1.799805e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -17998064.000000 Penalty: 5861.838867
	Iteration 173Q: 3 clusters Score -1.799806e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -17998074.000000 Penalty: 5861.838867
	Iteration 174Q: 3 clusters Score -1.799807e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -17998078.000000 Penalty: 5861.838867
	Iteration 175Q: 3 clusters Score -1.799808e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -17998084.000000 Penalty: 5861.838867
	Iteration 176Q: 3 clusters Score -1.799808e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -17998088.000000 Penalty: 5861.838867
	Iteration 177Q: 3 clusters Score -1.799809e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -17998062.000000 Penalty: 5861.838867
	Iteration 178Q: 3 clusters Score -1.799806e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -17998052.000000 Penalty: 5861.838867
	Iteration 179Q: 3 clusters Score -1.799805e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -17998064.000000 Penalty: 5861.838867
	Iteration 180F: 3 clusters Score -1.799806e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -17998078.000000 Penalty: 5861.838867
	Iteration 181Q: 3 clusters Score -1.799808e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -17998106.000000 Penalty: 5861.838867
	Iteration 182Q: 3 clusters Score -1.799811e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -17998134.000000 Penalty: 5861.838867
	Iteration 183Q: 3 clusters Score -1.799813e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -17998174.000000 Penalty: 5861.838867
	Iteration 184Q: 3 clusters Score -1.799817e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -17998206.000000 Penalty: 5861.838867
	Iteration 185Q: 3 clusters Score -1.799821e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -17998212.000000 Penalty: 5861.838867
	Iteration 186Q: 3 clusters Score -1.799821e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -17998248.000000 Penalty: 5861.838867
	Iteration 187Q: 3 clusters Score -1.799825e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -17998204.000000 Penalty: 5861.838867
	Iteration 188Q: 3 clusters Score -1.79982e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -17998180.000000 Penalty: 5861.838867
	Iteration 189Q: 3 clusters Score -1.799818e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -17998180.000000 Penalty: 5861.838867
	Iteration 190Q: 3 clusters Score -1.799818e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106342 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -17998208.000000 Penalty: 5861.838867
	Iteration 191Q: 3 clusters Score -1.799821e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -17998216.000000 Penalty: 5861.838867
	Iteration 192Q: 3 clusters Score -1.799822e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -17998224.000000 Penalty: 5861.838867
	Iteration 193Q: 3 clusters Score -1.799822e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -17998246.000000 Penalty: 5861.838867
	Iteration 194Q: 3 clusters Score -1.799825e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -17998252.000000 Penalty: 5861.838867
	Iteration 195Q: 3 clusters Score -1.799825e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -17998288.000000 Penalty: 5861.838867
	Iteration 196Q: 3 clusters Score -1.799829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -17998290.000000 Penalty: 5861.838867
	Iteration 197Q: 3 clusters Score -1.799829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -17998310.000000 Penalty: 5861.838867
	Iteration 198Q: 3 clusters Score -1.799831e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -17998286.000000 Penalty: 5861.838867
	Iteration 199Q: 3 clusters Score -1.799829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -17998262.000000 Penalty: 5861.838867
	Iteration 200F: 3 clusters Score -1.799826e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -17998288.000000 Penalty: 5861.838867
	Iteration 201Q: 3 clusters Score -1.799829e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -17998298.000000 Penalty: 5861.838867
	Iteration 202Q: 3 clusters Score -1.79983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -17998302.000000 Penalty: 5861.838867
	Iteration 203Q: 3 clusters Score -1.79983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -17998334.000000 Penalty: 5861.838867
	Iteration 204Q: 3 clusters Score -1.799833e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -17998332.000000 Penalty: 5861.838867
	Iteration 205Q: 3 clusters Score -1.799833e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -17998346.000000 Penalty: 5861.838867
	Iteration 206Q: 3 clusters Score -1.799835e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -17998356.000000 Penalty: 5861.838867
	Iteration 207Q: 3 clusters Score -1.799836e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -17998350.000000 Penalty: 5861.838867
	Iteration 208Q: 3 clusters Score -1.799835e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -17998368.000000 Penalty: 5861.838867
	Iteration 209Q: 3 clusters Score -1.799837e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -17998378.000000 Penalty: 5861.838867
	Iteration 210Q: 3 clusters Score -1.799838e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -17998384.000000 Penalty: 5861.838867
	Iteration 211Q: 3 clusters Score -1.799838e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -17998386.000000 Penalty: 5861.838867
	Iteration 212Q: 3 clusters Score -1.799839e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -17998370.000000 Penalty: 5861.838867
	Iteration 213Q: 3 clusters Score -1.799837e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -17998358.000000 Penalty: 5861.838867
	Iteration 214Q: 3 clusters Score -1.799836e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -17998414.000000 Penalty: 5861.838867
	Iteration 215Q: 3 clusters Score -1.799841e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -17998426.000000 Penalty: 5861.838867
	Iteration 216Q: 3 clusters Score -1.799843e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -17998448.000000 Penalty: 5861.838867
	Iteration 217Q: 3 clusters Score -1.799845e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -17998456.000000 Penalty: 5861.838867
	Iteration 218Q: 3 clusters Score -1.799846e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -17998490.000000 Penalty: 5861.838867
	Iteration 219Q: 3 clusters Score -1.799849e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -17998484.000000 Penalty: 5861.838867
	Iteration 220F: 3 clusters Score -1.799848e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -17998510.000000 Penalty: 5861.838867
	Iteration 221Q: 3 clusters Score -1.799851e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -17998532.000000 Penalty: 5861.838867
	Iteration 222Q: 3 clusters Score -1.799853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -17998544.000000 Penalty: 5861.838867
	Iteration 223Q: 3 clusters Score -1.799854e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -17998566.000000 Penalty: 5861.838867
	Iteration 224Q: 3 clusters Score -1.799857e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -17998578.000000 Penalty: 5861.838867
	Iteration 225Q: 3 clusters Score -1.799858e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -17998588.000000 Penalty: 5861.838867
	Iteration 226Q: 3 clusters Score -1.799859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -17998592.000000 Penalty: 5861.838867
	Iteration 227Q: 3 clusters Score -1.799859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -17998592.000000 Penalty: 5861.838867
	Iteration 228Q: 3 clusters Score -1.799859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -17998586.000000 Penalty: 5861.838867
	Iteration 229Q: 3 clusters Score -1.799859e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -17998598.000000 Penalty: 5861.838867
	Iteration 230Q: 3 clusters Score -1.79986e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -17998614.000000 Penalty: 5861.838867
	Iteration 231Q: 3 clusters Score -1.799861e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -17998640.000000 Penalty: 5861.838867
	Iteration 232Q: 3 clusters Score -1.799864e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -17998664.000000 Penalty: 5861.838867
	Iteration 233Q: 3 clusters Score -1.799866e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -17998680.000000 Penalty: 5861.838867
	Iteration 234Q: 3 clusters Score -1.799868e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -17998746.000000 Penalty: 5861.838867
	Iteration 235Q: 3 clusters Score -1.799875e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -17998720.000000 Penalty: 5861.838867
	Iteration 236Q: 3 clusters Score -1.799872e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -17998718.000000 Penalty: 5861.838867
	Iteration 237Q: 3 clusters Score -1.799872e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -17998730.000000 Penalty: 5861.838867
	Iteration 238Q: 3 clusters Score -1.799873e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -17998710.000000 Penalty: 5861.838867
	Iteration 239Q: 3 clusters Score -1.799871e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -17998700.000000 Penalty: 5861.838867
	Iteration 240F: 3 clusters Score -1.79987e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -17998712.000000 Penalty: 5861.838867
	Iteration 241Q: 3 clusters Score -1.799871e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -17998706.000000 Penalty: 5861.838867
	Iteration 242Q: 3 clusters Score -1.799871e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -17998746.000000 Penalty: 5861.838867
	Iteration 243Q: 3 clusters Score -1.799875e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -17998792.000000 Penalty: 5861.838867
	Iteration 244Q: 3 clusters Score -1.799879e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -17998804.000000 Penalty: 5861.838867
	Iteration 245Q: 3 clusters Score -1.79988e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -17998794.000000 Penalty: 5861.838867
	Iteration 246Q: 3 clusters Score -1.799879e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -17998806.000000 Penalty: 5861.838867
	Iteration 247Q: 3 clusters Score -1.799881e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -17998822.000000 Penalty: 5861.838867
	Iteration 248Q: 3 clusters Score -1.799882e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -17998842.000000 Penalty: 5861.838867
	Iteration 249Q: 3 clusters Score -1.799884e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -17998836.000000 Penalty: 5861.838867
	Iteration 250Q: 3 clusters Score -1.799884e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99075 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -17998868.000000 Penalty: 5861.838867
	Iteration 251Q: 3 clusters Score -1.799887e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -17998844.000000 Penalty: 5861.838867
	Iteration 252Q: 3 clusters Score -1.799884e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -17998850.000000 Penalty: 5861.838867
	Iteration 253Q: 3 clusters Score -1.799885e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -17998848.000000 Penalty: 5861.838867
	Iteration 254Q: 3 clusters Score -1.799885e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -17998854.000000 Penalty: 5861.838867
	Iteration 255Q: 3 clusters Score -1.799885e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -17998860.000000 Penalty: 5861.838867
	Iteration 256Q: 3 clusters Score -1.799886e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -17998854.000000 Penalty: 5861.838867
	Iteration 257Q: 3 clusters Score -1.799885e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -17998816.000000 Penalty: 5861.838867
	Iteration 258Q: 3 clusters Score -1.799882e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -17998832.000000 Penalty: 5861.838867
	Iteration 259Q: 3 clusters Score -1.799883e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -17998836.000000 Penalty: 5861.838867
	Iteration 260F: 3 clusters Score -1.799884e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -17998850.000000 Penalty: 5861.838867
	Iteration 261Q: 3 clusters Score -1.799885e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -17998854.000000 Penalty: 5861.838867
	Iteration 262Q: 3 clusters Score -1.799885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -17998858.000000 Penalty: 5861.838867
	Iteration 263Q: 3 clusters Score -1.799886e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -17998844.000000 Penalty: 5861.838867
	Iteration 264Q: 3 clusters Score -1.799884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -17998830.000000 Penalty: 5861.838867
	Iteration 265Q: 3 clusters Score -1.799883e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -17998830.000000 Penalty: 5861.838867
	Iteration 266Q: 3 clusters Score -1.799883e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -17998846.000000 Penalty: 5861.838867
	Iteration 267Q: 3 clusters Score -1.799885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -17998870.000000 Penalty: 5861.838867
	Iteration 268Q: 3 clusters Score -1.799887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -17998892.000000 Penalty: 5861.838867
	Iteration 269Q: 3 clusters Score -1.799889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -17998874.000000 Penalty: 5861.838867
	Iteration 270Q: 3 clusters Score -1.799887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -17998862.000000 Penalty: 5861.838867
	Iteration 271Q: 3 clusters Score -1.799886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -17998896.000000 Penalty: 5861.838867
	Iteration 272Q: 3 clusters Score -1.79989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -17998896.000000 Penalty: 5861.838867
	Iteration 273Q: 3 clusters Score -1.79989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -17998908.000000 Penalty: 5861.838867
	Iteration 274Q: 3 clusters Score -1.799891e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -17998906.000000 Penalty: 5861.838867
	Iteration 275Q: 3 clusters Score -1.799891e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -17998888.000000 Penalty: 5861.838867
	Iteration 276Q: 3 clusters Score -1.799889e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -17998884.000000 Penalty: 5861.838867
	Iteration 277Q: 3 clusters Score -1.799888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -17998894.000000 Penalty: 5861.838867
	Iteration 278Q: 3 clusters Score -1.799889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -17998898.000000 Penalty: 5861.838867
	Iteration 279Q: 3 clusters Score -1.79989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -17998898.000000 Penalty: 5861.838867
	Iteration 280F: 3 clusters Score -1.79989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -17998888.000000 Penalty: 5861.838867
	Iteration 281Q: 3 clusters Score -1.799889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -17998880.000000 Penalty: 5861.838867
	Iteration 282Q: 3 clusters Score -1.799888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -17998884.000000 Penalty: 5861.838867
	Iteration 283Q: 3 clusters Score -1.799888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -17998872.000000 Penalty: 5861.838867
	Iteration 284Q: 3 clusters Score -1.799887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -17998898.000000 Penalty: 5861.838867
	Iteration 285Q: 3 clusters Score -1.79989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -17998892.000000 Penalty: 5861.838867
	Iteration 286Q: 3 clusters Score -1.799889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -17998908.000000 Penalty: 5861.838867
	Iteration 287Q: 3 clusters Score -1.799891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -17998912.000000 Penalty: 5861.838867
	Iteration 288Q: 3 clusters Score -1.799891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -17998924.000000 Penalty: 5861.838867
	Iteration 289Q: 3 clusters Score -1.799892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -17998942.000000 Penalty: 5861.838867
	Iteration 290Q: 3 clusters Score -1.799894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -17998940.000000 Penalty: 5861.838867
	Iteration 291Q: 3 clusters Score -1.799894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -17998978.000000 Penalty: 5861.838867
	Iteration 292Q: 3 clusters Score -1.799898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -17998960.000000 Penalty: 5861.838867
	Iteration 293Q: 3 clusters Score -1.799896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -17999002.000000 Penalty: 5861.838867
	Iteration 294Q: 3 clusters Score -1.7999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -17998982.000000 Penalty: 5861.838867
	Iteration 295Q: 3 clusters Score -1.799898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -17998986.000000 Penalty: 5861.838867
	Iteration 296Q: 3 clusters Score -1.799899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -17998970.000000 Penalty: 5861.838867
	Iteration 297Q: 3 clusters Score -1.799897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -17998952.000000 Penalty: 5861.838867
	Iteration 298Q: 3 clusters Score -1.799895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -17998916.000000 Penalty: 5861.838867
	Iteration 299Q: 3 clusters Score -1.799892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -17998914.000000 Penalty: 5861.838867
	Iteration 300F: 3 clusters Score -1.799891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -17998946.000000 Penalty: 5861.838867
	Iteration 301Q: 3 clusters Score -1.799895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -17998942.000000 Penalty: 5861.838867
	Iteration 302Q: 3 clusters Score -1.799894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -17998934.000000 Penalty: 5861.838867
	Iteration 303Q: 3 clusters Score -1.799893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -17998938.000000 Penalty: 5861.838867
	Iteration 304Q: 3 clusters Score -1.799894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -17998940.000000 Penalty: 5861.838867
	Iteration 305Q: 3 clusters Score -1.799894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -17998972.000000 Penalty: 5861.838867
	Iteration 306Q: 3 clusters Score -1.799897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -17998954.000000 Penalty: 5861.838867
	Iteration 307Q: 3 clusters Score -1.799895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -17998966.000000 Penalty: 5861.838867
	Iteration 308Q: 3 clusters Score -1.799897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -17998970.000000 Penalty: 5861.838867
	Iteration 309Q: 3 clusters Score -1.799897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -17998978.000000 Penalty: 5861.838867
	Iteration 310Q: 3 clusters Score -1.799898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -17998982.000000 Penalty: 5861.838867
	Iteration 311Q: 3 clusters Score -1.799898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -17998980.000000 Penalty: 5861.838867
	Iteration 312Q: 3 clusters Score -1.799898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -17998992.000000 Penalty: 5861.838867
	Iteration 313Q: 3 clusters Score -1.799899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -17998980.000000 Penalty: 5861.838867
	Iteration 314Q: 3 clusters Score -1.799898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -17998980.000000 Penalty: 5861.838867
	Iteration 315Q: 3 clusters Score -1.799898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -17998988.000000 Penalty: 5861.838867
	Iteration 316Q: 3 clusters Score -1.799899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -17998994.000000 Penalty: 5861.838867
	Iteration 317Q: 3 clusters Score -1.799899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -17998992.000000 Penalty: 5861.838867
	Iteration 318Q: 3 clusters Score -1.799899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -17999004.000000 Penalty: 5861.838867
	Iteration 319Q: 3 clusters Score -1.7999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -17998990.000000 Penalty: 5861.838867
	Iteration 320F: 3 clusters Score -1.799899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -17998990.000000 Penalty: 5861.838867
	Iteration 321Q: 3 clusters Score -1.799899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -17998992.000000 Penalty: 5861.838867
	Iteration 322Q: 3 clusters Score -1.799899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -17998986.000000 Penalty: 5861.838867
	Iteration 323Q: 3 clusters Score -1.799899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -17998988.000000 Penalty: 5861.838867
	Iteration 324Q: 3 clusters Score -1.799899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -17998984.000000 Penalty: 5861.838867
	Iteration 325Q: 3 clusters Score -1.799898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -17998984.000000 Penalty: 5861.838867
	Iteration 326Q: 3 clusters Score -1.799898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -17998988.000000 Penalty: 5861.838867
	Iteration 327Q: 3 clusters Score -1.799899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -17998988.000000 Penalty: 5861.838867
	Iteration 328Q: 3 clusters Score -1.799899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -17999004.000000 Penalty: 5861.838867
	Iteration 329Q: 3 clusters Score -1.7999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -17998994.000000 Penalty: 5861.838867
	Iteration 330Q: 3 clusters Score -1.799899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -17998980.000000 Penalty: 5861.838867
	Iteration 331Q: 3 clusters Score -1.799898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -17998982.000000 Penalty: 5861.838867
	Iteration 332Q: 3 clusters Score -1.799898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -17998970.000000 Penalty: 5861.838867
	Iteration 333Q: 3 clusters Score -1.799897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -17998958.000000 Penalty: 5861.838867
	Iteration 334Q: 3 clusters Score -1.799896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -17998954.000000 Penalty: 5861.838867
	Iteration 335Q: 3 clusters Score -1.799895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -17998962.000000 Penalty: 5861.838867
	Iteration 336Q: 3 clusters Score -1.799896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -17998974.000000 Penalty: 5861.838867
	Iteration 337Q: 3 clusters Score -1.799897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -17998978.000000 Penalty: 5861.838867
	Iteration 338Q: 3 clusters Score -1.799898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -17998982.000000 Penalty: 5861.838867
	Iteration 339Q: 3 clusters Score -1.799898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -17998990.000000 Penalty: 5861.838867
	Iteration 340F: 3 clusters Score -1.799899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -17998998.000000 Penalty: 5861.838867
	Iteration 341Q: 3 clusters Score -1.7999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -17998994.000000 Penalty: 5861.838867
	Iteration 342Q: 3 clusters Score -1.799899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -17998994.000000 Penalty: 5861.838867
	Iteration 343F: 3 clusters Score -1.799899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Entering Unmasked Estep 
Score: -180924992.000000 Penalty: 94784.593750
Splitting cluster 15 changes total score from -180916384.000000 to -180924992.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (188656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188656 members 
Entering Unmasked Estep 
Score: -25181698.000000 Penalty: 3012.624756
	Iteration 0F: 2 clusters Score -2.51817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -25069500.000000 Penalty: 6025.249512
	Iteration 0F: 3 clusters Score -2.50695e+07 nChanged 90589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -25123054.000000 Penalty: 6025.249512
	Iteration 1F: 3 clusters Score -2.512305e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -25124722.000000 Penalty: 6025.249512
	Iteration 2Q: 3 clusters Score -2.512472e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -25127192.000000 Penalty: 6025.249512
	Iteration 3Q: 3 clusters Score -2.512719e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104955 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -25131158.000000 Penalty: 6025.249512
	Iteration 4Q: 3 clusters Score -2.513116e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -25137942.000000 Penalty: 6025.249512
	Iteration 5F: 3 clusters Score -2.513794e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -25148250.000000 Penalty: 6025.249512
	Iteration 6F: 3 clusters Score -2.514825e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -25160378.000000 Penalty: 6025.249512
	Iteration 7F: 3 clusters Score -2.516038e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133066 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -25169256.000000 Penalty: 6025.249512
	Iteration 8F: 3 clusters Score -2.516926e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -25173044.000000 Penalty: 6025.249512
	Iteration 9Q: 3 clusters Score -2.517304e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -25174994.000000 Penalty: 6025.249512
	Iteration 10Q: 3 clusters Score -2.517499e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -25176294.000000 Penalty: 6025.249512
	Iteration 11Q: 3 clusters Score -2.517629e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -25177332.000000 Penalty: 6025.249512
	Iteration 12Q: 3 clusters Score -2.517733e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -25178460.000000 Penalty: 6025.249512
	Iteration 13Q: 3 clusters Score -2.517846e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159221 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -25178940.000000 Penalty: 6025.249512
	Iteration 14Q: 3 clusters Score -2.517894e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162561 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -25179226.000000 Penalty: 6025.249512
	Iteration 15Q: 3 clusters Score -2.517923e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -25179586.000000 Penalty: 6025.249512
	Iteration 16Q: 3 clusters Score -2.517959e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -25180054.000000 Penalty: 6025.249512
	Iteration 17Q: 3 clusters Score -2.518005e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -25180400.000000 Penalty: 6025.249512
	Iteration 18Q: 3 clusters Score -2.51804e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172605 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -25180688.000000 Penalty: 6025.249512
	Iteration 19Q: 3 clusters Score -2.518069e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -25180884.000000 Penalty: 6025.249512
	Iteration 20F: 3 clusters Score -2.518088e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -25180920.000000 Penalty: 6025.249512
	Iteration 21Q: 3 clusters Score -2.518092e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -25180968.000000 Penalty: 6025.249512
	Iteration 22Q: 3 clusters Score -2.518097e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178092 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -25180924.000000 Penalty: 6025.249512
	Iteration 23Q: 3 clusters Score -2.518092e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -25180842.000000 Penalty: 6025.249512
	Iteration 24Q: 3 clusters Score -2.518084e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -25180794.000000 Penalty: 6025.249512
	Iteration 25Q: 3 clusters Score -2.518079e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180242 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -25180886.000000 Penalty: 6025.249512
	Iteration 26Q: 3 clusters Score -2.518089e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180788 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -25180862.000000 Penalty: 6025.249512
	Iteration 27Q: 3 clusters Score -2.518086e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -25180830.000000 Penalty: 6025.249512
	Iteration 28Q: 3 clusters Score -2.518083e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181664 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -25180876.000000 Penalty: 6025.249512
	Iteration 29Q: 3 clusters Score -2.518088e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182033 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -25180896.000000 Penalty: 6025.249512
	Iteration 30Q: 3 clusters Score -2.51809e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -25180912.000000 Penalty: 6025.249512
	Iteration 31Q: 3 clusters Score -2.518091e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -25180892.000000 Penalty: 6025.249512
	Iteration 32Q: 3 clusters Score -2.518089e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -25180856.000000 Penalty: 6025.249512
	Iteration 33Q: 3 clusters Score -2.518086e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -25180812.000000 Penalty: 6025.249512
	Iteration 34Q: 3 clusters Score -2.518081e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183303 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -25180776.000000 Penalty: 6025.249512
	Iteration 35Q: 3 clusters Score -2.518078e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183479 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -25180698.000000 Penalty: 6025.249512
	Iteration 36Q: 3 clusters Score -2.51807e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183657 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -25180686.000000 Penalty: 6025.249512
	Iteration 37Q: 3 clusters Score -2.518069e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183807 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -25180688.000000 Penalty: 6025.249512
	Iteration 38Q: 3 clusters Score -2.518069e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -25180676.000000 Penalty: 6025.249512
	Iteration 39Q: 3 clusters Score -2.518068e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -25180682.000000 Penalty: 6025.249512
	Iteration 40F: 3 clusters Score -2.518068e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184164 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -25180650.000000 Penalty: 6025.249512
	Iteration 41Q: 3 clusters Score -2.518065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184256 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -25180660.000000 Penalty: 6025.249512
	Iteration 42Q: 3 clusters Score -2.518066e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -25180612.000000 Penalty: 6025.249512
	Iteration 43Q: 3 clusters Score -2.518061e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184397 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -25180626.000000 Penalty: 6025.249512
	Iteration 44Q: 3 clusters Score -2.518063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184449 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -25180646.000000 Penalty: 6025.249512
	Iteration 45Q: 3 clusters Score -2.518065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184494 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -25180658.000000 Penalty: 6025.249512
	Iteration 46Q: 3 clusters Score -2.518066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -25180662.000000 Penalty: 6025.249512
	Iteration 47Q: 3 clusters Score -2.518066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184557 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -25180662.000000 Penalty: 6025.249512
	Iteration 48Q: 3 clusters Score -2.518066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -25180630.000000 Penalty: 6025.249512
	Iteration 49Q: 3 clusters Score -2.518063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -25180622.000000 Penalty: 6025.249512
	Iteration 50Q: 3 clusters Score -2.518062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184641 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -25180598.000000 Penalty: 6025.249512
	Iteration 51Q: 3 clusters Score -2.51806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -25180580.000000 Penalty: 6025.249512
	Iteration 52Q: 3 clusters Score -2.518058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184680 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -25180550.000000 Penalty: 6025.249512
	Iteration 53Q: 3 clusters Score -2.518055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184691 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -25180562.000000 Penalty: 6025.249512
	Iteration 54Q: 3 clusters Score -2.518056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -25180578.000000 Penalty: 6025.249512
	Iteration 55Q: 3 clusters Score -2.518058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184720 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -25180586.000000 Penalty: 6025.249512
	Iteration 56Q: 3 clusters Score -2.518059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184731 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -25180566.000000 Penalty: 6025.249512
	Iteration 57Q: 3 clusters Score -2.518057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184743 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -25180552.000000 Penalty: 6025.249512
	Iteration 58Q: 3 clusters Score -2.518055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184751 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -25180534.000000 Penalty: 6025.249512
	Iteration 59Q: 3 clusters Score -2.518053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184769 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -25180544.000000 Penalty: 6025.249512
	Iteration 60F: 3 clusters Score -2.518054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184783 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -25180546.000000 Penalty: 6025.249512
	Iteration 61Q: 3 clusters Score -2.518055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184792 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -25180534.000000 Penalty: 6025.249512
	Iteration 62Q: 3 clusters Score -2.518053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184800 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -25180556.000000 Penalty: 6025.249512
	Iteration 63Q: 3 clusters Score -2.518056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184804 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -25180540.000000 Penalty: 6025.249512
	Iteration 64Q: 3 clusters Score -2.518054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184804 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -25180544.000000 Penalty: 6025.249512
	Iteration 65Q: 3 clusters Score -2.518054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -25180538.000000 Penalty: 6025.249512
	Iteration 66Q: 3 clusters Score -2.518054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -25180542.000000 Penalty: 6025.249512
	Iteration 67Q: 3 clusters Score -2.518054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184816 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -25180550.000000 Penalty: 6025.249512
	Iteration 68Q: 3 clusters Score -2.518055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184825 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -25180542.000000 Penalty: 6025.249512
	Iteration 69Q: 3 clusters Score -2.518054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -25180546.000000 Penalty: 6025.249512
	Iteration 70Q: 3 clusters Score -2.518055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184843 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -25180552.000000 Penalty: 6025.249512
	Iteration 71Q: 3 clusters Score -2.518055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184850 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -25180542.000000 Penalty: 6025.249512
	Iteration 72Q: 3 clusters Score -2.518054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184861 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -25180538.000000 Penalty: 6025.249512
	Iteration 73Q: 3 clusters Score -2.518054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184869 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -25180546.000000 Penalty: 6025.249512
	Iteration 74Q: 3 clusters Score -2.518055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -25180554.000000 Penalty: 6025.249512
	Iteration 75Q: 3 clusters Score -2.518055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184899 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -25180528.000000 Penalty: 6025.249512
	Iteration 76Q: 3 clusters Score -2.518053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184909 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -25180514.000000 Penalty: 6025.249512
	Iteration 77Q: 3 clusters Score -2.518051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -25180512.000000 Penalty: 6025.249512
	Iteration 78Q: 3 clusters Score -2.518051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -25180532.000000 Penalty: 6025.249512
	Iteration 79Q: 3 clusters Score -2.518053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -25180510.000000 Penalty: 6025.249512
	Iteration 80F: 3 clusters Score -2.518051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -25180504.000000 Penalty: 6025.249512
	Iteration 81Q: 3 clusters Score -2.51805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184966 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -25180488.000000 Penalty: 6025.249512
	Iteration 82Q: 3 clusters Score -2.518049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184980 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -25180490.000000 Penalty: 6025.249512
	Iteration 83Q: 3 clusters Score -2.518049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184985 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -25180488.000000 Penalty: 6025.249512
	Iteration 84Q: 3 clusters Score -2.518049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184985 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -25180484.000000 Penalty: 6025.249512
	Iteration 85Q: 3 clusters Score -2.518048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -25180484.000000 Penalty: 6025.249512
	Iteration 86Q: 3 clusters Score -2.518048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -25180482.000000 Penalty: 6025.249512
	Iteration 87Q: 3 clusters Score -2.518048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -25180488.000000 Penalty: 6025.249512
	Iteration 88Q: 3 clusters Score -2.518049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -25180488.000000 Penalty: 6025.249512
	Iteration 89F: 3 clusters Score -2.518049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Entering Unmasked Estep 
Score: -9565595.000000 Penalty: 2773.260742
	Iteration 0F: 2 clusters Score -9565595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -9517255.000000 Penalty: 5546.521484
	Iteration 0F: 3 clusters Score -9517255 nChanged 33717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9536473.000000 Penalty: 5546.521484
	Iteration 1F: 3 clusters Score -9536473 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -9537457.000000 Penalty: 5546.521484
	Iteration 2Q: 3 clusters Score -9537457 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -9538856.000000 Penalty: 5546.521484
	Iteration 3Q: 3 clusters Score -9538856 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -9540642.000000 Penalty: 5546.521484
	Iteration 4Q: 3 clusters Score -9540642 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -9542732.000000 Penalty: 5546.521484
	Iteration 5F: 3 clusters Score -9542732 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -9544885.000000 Penalty: 5546.521484
	Iteration 6F: 3 clusters Score -9544885 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -9546997.000000 Penalty: 5546.521484
	Iteration 7F: 3 clusters Score -9546997 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -9548791.000000 Penalty: 5546.521484
	Iteration 8F: 3 clusters Score -9548791 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -9550558.000000 Penalty: 5546.521484
	Iteration 9Q: 3 clusters Score -9550558 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -9552481.000000 Penalty: 5546.521484
	Iteration 10Q: 3 clusters Score -9552481 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -9554343.000000 Penalty: 5546.521484
	Iteration 11Q: 3 clusters Score -9554343 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -9556365.000000 Penalty: 5546.521484
	Iteration 12Q: 3 clusters Score -9556365 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -9558299.000000 Penalty: 5546.521484
	Iteration 13Q: 3 clusters Score -9558299 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -9560041.000000 Penalty: 5546.521484
	Iteration 14Q: 3 clusters Score -9560041 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -9561788.000000 Penalty: 5546.521484
	Iteration 15Q: 3 clusters Score -9561788 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -9563253.000000 Penalty: 5546.521484
	Iteration 16Q: 3 clusters Score -9563253 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -9564392.000000 Penalty: 5546.521484
	Iteration 17Q: 3 clusters Score -9564392 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9565149.000000 Penalty: 5546.521484
	Iteration 18Q: 3 clusters Score -9565149 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -9565597.000000 Penalty: 5546.521484
	Iteration 19Q: 3 clusters Score -9565597 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -9565857.000000 Penalty: 5546.521484
	Iteration 20F: 3 clusters Score -9565857 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -9566095.000000 Penalty: 5546.521484
	Iteration 21Q: 3 clusters Score -9566095 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -9566278.000000 Penalty: 5546.521484
	Iteration 22Q: 3 clusters Score -9566278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -9566415.000000 Penalty: 5546.521484
	Iteration 23Q: 3 clusters Score -9566415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -9566480.000000 Penalty: 5546.521484
	Iteration 24Q: 3 clusters Score -9566480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -9566492.000000 Penalty: 5546.521484
	Iteration 25Q: 3 clusters Score -9566492 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -9566512.000000 Penalty: 5546.521484
	Iteration 26Q: 3 clusters Score -9566512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -9566561.000000 Penalty: 5546.521484
	Iteration 27Q: 3 clusters Score -9566561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -9566590.000000 Penalty: 5546.521484
	Iteration 28Q: 3 clusters Score -9566590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -9566597.000000 Penalty: 5546.521484
	Iteration 29Q: 3 clusters Score -9566597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -9566600.000000 Penalty: 5546.521484
	Iteration 30Q: 3 clusters Score -9566600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9566628.000000 Penalty: 5546.521484
	Iteration 31Q: 3 clusters Score -9566628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -9566634.000000 Penalty: 5546.521484
	Iteration 32Q: 3 clusters Score -9566634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9566635.000000 Penalty: 5546.521484
	Iteration 33Q: 3 clusters Score -9566635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -9566634.000000 Penalty: 5546.521484
	Iteration 34Q: 3 clusters Score -9566634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9566650.000000 Penalty: 5546.521484
	Iteration 35Q: 3 clusters Score -9566650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -9566668.000000 Penalty: 5546.521484
	Iteration 36Q: 3 clusters Score -9566668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -9566665.000000 Penalty: 5546.521484
	Iteration 37Q: 3 clusters Score -9566665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 38Q: 3 clusters Score -9566681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9566672.000000 Penalty: 5546.521484
	Iteration 39Q: 3 clusters Score -9566672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 40F: 3 clusters Score -9566681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -9566674.000000 Penalty: 5546.521484
	Iteration 41Q: 3 clusters Score -9566674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -9566680.000000 Penalty: 5546.521484
	Iteration 42Q: 3 clusters Score -9566680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -9566691.000000 Penalty: 5546.521484
	Iteration 43Q: 3 clusters Score -9566691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -9566703.000000 Penalty: 5546.521484
	Iteration 44Q: 3 clusters Score -9566703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -9566682.000000 Penalty: 5546.521484
	Iteration 45Q: 3 clusters Score -9566682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -9566680.000000 Penalty: 5546.521484
	Iteration 46Q: 3 clusters Score -9566680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -9566687.000000 Penalty: 5546.521484
	Iteration 47Q: 3 clusters Score -9566687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -9566686.000000 Penalty: 5546.521484
	Iteration 48Q: 3 clusters Score -9566686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9566687.000000 Penalty: 5546.521484
	Iteration 49Q: 3 clusters Score -9566687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9566692.000000 Penalty: 5546.521484
	Iteration 50Q: 3 clusters Score -9566692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -9566695.000000 Penalty: 5546.521484
	Iteration 51Q: 3 clusters Score -9566695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -9566686.000000 Penalty: 5546.521484
	Iteration 52Q: 3 clusters Score -9566686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -9566679.000000 Penalty: 5546.521484
	Iteration 53Q: 3 clusters Score -9566679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -9566677.000000 Penalty: 5546.521484
	Iteration 54Q: 3 clusters Score -9566677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -9566674.000000 Penalty: 5546.521484
	Iteration 55Q: 3 clusters Score -9566674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 56Q: 3 clusters Score -9566681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -9566679.000000 Penalty: 5546.521484
	Iteration 57Q: 3 clusters Score -9566679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 58Q: 3 clusters Score -9566681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -9566682.000000 Penalty: 5546.521484
	Iteration 59Q: 3 clusters Score -9566682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9566678.000000 Penalty: 5546.521484
	Iteration 60F: 3 clusters Score -9566678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 61Q: 3 clusters Score -9566681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -9566680.000000 Penalty: 5546.521484
	Iteration 62Q: 3 clusters Score -9566680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 63Q: 3 clusters Score -9566681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -9566681.000000 Penalty: 5546.521484
	Iteration 64F: 3 clusters Score -9566681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 106877 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Mstep: Class 28 contains 5680 members 
Entering Unmasked Estep 
Score: -180925120.000000 Penalty: 98295.132812
Splitting cluster 17 changes total score from -180916384.000000 to -180925120.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (106877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Entering Unmasked Estep 
Score: -13329019.000000 Penalty: 2871.699463
	Iteration 0F: 2 clusters Score -1.332902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -13257398.000000 Penalty: 5743.398926
	Iteration 0F: 3 clusters Score -1.32574e+07 nChanged 50685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -13289970.000000 Penalty: 5743.398926
	Iteration 1F: 3 clusters Score -1.328997e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -13300537.000000 Penalty: 5743.398926
	Iteration 2F: 3 clusters Score -1.330054e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -13313997.000000 Penalty: 5743.398926
	Iteration 3F: 3 clusters Score -1.3314e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -13323523.000000 Penalty: 5743.398926
	Iteration 4F: 3 clusters Score -1.332352e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -13330930.000000 Penalty: 5743.398926
	Iteration 5F: 3 clusters Score -1.333093e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -13337285.000000 Penalty: 5743.398926
	Iteration 6F: 3 clusters Score -1.333728e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -13342994.000000 Penalty: 5743.398926
	Iteration 7F: 3 clusters Score -1.334299e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -13347566.000000 Penalty: 5743.398926
	Iteration 8Q: 3 clusters Score -1.334757e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -13350709.000000 Penalty: 5743.398926
	Iteration 9Q: 3 clusters Score -1.335071e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -13352164.000000 Penalty: 5743.398926
	Iteration 10Q: 3 clusters Score -1.335216e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -13352721.000000 Penalty: 5743.398926
	Iteration 11Q: 3 clusters Score -1.335272e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -13352970.000000 Penalty: 5743.398926
	Iteration 12Q: 3 clusters Score -1.335297e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13353072.000000 Penalty: 5743.398926
	Iteration 13Q: 3 clusters Score -1.335307e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -13353121.000000 Penalty: 5743.398926
	Iteration 14Q: 3 clusters Score -1.335312e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -13353126.000000 Penalty: 5743.398926
	Iteration 15Q: 3 clusters Score -1.335313e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -13353161.000000 Penalty: 5743.398926
	Iteration 16Q: 3 clusters Score -1.335316e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -13353197.000000 Penalty: 5743.398926
	Iteration 17Q: 3 clusters Score -1.33532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -13353175.000000 Penalty: 5743.398926
	Iteration 18Q: 3 clusters Score -1.335318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -13353170.000000 Penalty: 5743.398926
	Iteration 19Q: 3 clusters Score -1.335317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -13353173.000000 Penalty: 5743.398926
	Iteration 20F: 3 clusters Score -1.335317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -13353178.000000 Penalty: 5743.398926
	Iteration 21Q: 3 clusters Score -1.335318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -13353167.000000 Penalty: 5743.398926
	Iteration 22Q: 3 clusters Score -1.335317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -13353177.000000 Penalty: 5743.398926
	Iteration 23Q: 3 clusters Score -1.335318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -13353181.000000 Penalty: 5743.398926
	Iteration 24Q: 3 clusters Score -1.335318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -13353177.000000 Penalty: 5743.398926
	Iteration 25Q: 3 clusters Score -1.335318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -13353172.000000 Penalty: 5743.398926
	Iteration 26Q: 3 clusters Score -1.335317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -13353170.000000 Penalty: 5743.398926
	Iteration 27Q: 3 clusters Score -1.335317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -13353165.000000 Penalty: 5743.398926
	Iteration 28Q: 3 clusters Score -1.335316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -13353165.000000 Penalty: 5743.398926
	Iteration 29Q: 3 clusters Score -1.335316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -13353165.000000 Penalty: 5743.398926
	Iteration 30Q: 3 clusters Score -1.335316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -13353165.000000 Penalty: 5743.398926
	Iteration 31F: 3 clusters Score -1.335316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 193168 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Mstep: Class 28 contains 5680 members 
Mstep: Class 29 contains 94178 members 
Entering Unmasked Estep 
Score: -180946656.000000 Penalty: 101805.671875
Splitting cluster 18 changes total score from -180916384.000000 to -180946656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (193168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193168 members 
Entering Unmasked Estep 
Score: -25726280.000000 Penalty: 3018.486084
	Iteration 0F: 2 clusters Score -2.572628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -25611132.000000 Penalty: 6036.972168
	Iteration 0F: 3 clusters Score -2.561113e+07 nChanged 92968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -25666382.000000 Penalty: 6036.972168
	Iteration 1F: 3 clusters Score -2.566638e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -25669000.000000 Penalty: 6036.972168
	Iteration 2Q: 3 clusters Score -2.5669e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117375 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -25673928.000000 Penalty: 6036.972168
	Iteration 3F: 3 clusters Score -2.567393e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -25681754.000000 Penalty: 6036.972168
	Iteration 4F: 3 clusters Score -2.568175e+07 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -25692730.000000 Penalty: 6036.972168
	Iteration 5F: 3 clusters Score -2.569273e+07 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -25704318.000000 Penalty: 6036.972168
	Iteration 6F: 3 clusters Score -2.570432e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -25714634.000000 Penalty: 6036.972168
	Iteration 7F: 3 clusters Score -2.571463e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161979 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -25721360.000000 Penalty: 6036.972168
	Iteration 8Q: 3 clusters Score -2.572136e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -25723888.000000 Penalty: 6036.972168
	Iteration 9Q: 3 clusters Score -2.572389e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -25724960.000000 Penalty: 6036.972168
	Iteration 10Q: 3 clusters Score -2.572496e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163077 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -25725832.000000 Penalty: 6036.972168
	Iteration 11Q: 3 clusters Score -2.572583e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -25726260.000000 Penalty: 6036.972168
	Iteration 12Q: 3 clusters Score -2.572626e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -25726722.000000 Penalty: 6036.972168
	Iteration 13Q: 3 clusters Score -2.572672e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -25726912.000000 Penalty: 6036.972168
	Iteration 14Q: 3 clusters Score -2.572691e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -25727016.000000 Penalty: 6036.972168
	Iteration 15Q: 3 clusters Score -2.572702e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -25727076.000000 Penalty: 6036.972168
	Iteration 16Q: 3 clusters Score -2.572708e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -25727128.000000 Penalty: 6036.972168
	Iteration 17Q: 3 clusters Score -2.572713e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162060 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -25727258.000000 Penalty: 6036.972168
	Iteration 18Q: 3 clusters Score -2.572726e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -25727308.000000 Penalty: 6036.972168
	Iteration 19Q: 3 clusters Score -2.572731e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -25727446.000000 Penalty: 6036.972168
	Iteration 20F: 3 clusters Score -2.572745e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -25727556.000000 Penalty: 6036.972168
	Iteration 21Q: 3 clusters Score -2.572756e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -25727532.000000 Penalty: 6036.972168
	Iteration 22Q: 3 clusters Score -2.572753e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160901 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -25727536.000000 Penalty: 6036.972168
	Iteration 23Q: 3 clusters Score -2.572754e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -25727566.000000 Penalty: 6036.972168
	Iteration 24Q: 3 clusters Score -2.572757e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -25727668.000000 Penalty: 6036.972168
	Iteration 25Q: 3 clusters Score -2.572767e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -25727674.000000 Penalty: 6036.972168
	Iteration 26Q: 3 clusters Score -2.572767e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -25727710.000000 Penalty: 6036.972168
	Iteration 27Q: 3 clusters Score -2.572771e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159751 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -25727734.000000 Penalty: 6036.972168
	Iteration 28Q: 3 clusters Score -2.572773e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -25727720.000000 Penalty: 6036.972168
	Iteration 29Q: 3 clusters Score -2.572772e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -25727770.000000 Penalty: 6036.972168
	Iteration 30Q: 3 clusters Score -2.572777e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -25727736.000000 Penalty: 6036.972168
	Iteration 31Q: 3 clusters Score -2.572774e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -25727788.000000 Penalty: 6036.972168
	Iteration 32Q: 3 clusters Score -2.572779e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -25727846.000000 Penalty: 6036.972168
	Iteration 33Q: 3 clusters Score -2.572785e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -25727918.000000 Penalty: 6036.972168
	Iteration 34Q: 3 clusters Score -2.572792e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -25727938.000000 Penalty: 6036.972168
	Iteration 35Q: 3 clusters Score -2.572794e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -25727904.000000 Penalty: 6036.972168
	Iteration 36Q: 3 clusters Score -2.57279e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -25727872.000000 Penalty: 6036.972168
	Iteration 37Q: 3 clusters Score -2.572787e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -25727928.000000 Penalty: 6036.972168
	Iteration 38Q: 3 clusters Score -2.572793e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -25727974.000000 Penalty: 6036.972168
	Iteration 39Q: 3 clusters Score -2.572797e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -25727978.000000 Penalty: 6036.972168
	Iteration 40F: 3 clusters Score -2.572798e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -25727990.000000 Penalty: 6036.972168
	Iteration 41Q: 3 clusters Score -2.572799e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -25728010.000000 Penalty: 6036.972168
	Iteration 42Q: 3 clusters Score -2.572801e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -25728028.000000 Penalty: 6036.972168
	Iteration 43Q: 3 clusters Score -2.572803e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -25728036.000000 Penalty: 6036.972168
	Iteration 44Q: 3 clusters Score -2.572804e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -25728030.000000 Penalty: 6036.972168
	Iteration 45Q: 3 clusters Score -2.572803e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -25728050.000000 Penalty: 6036.972168
	Iteration 46Q: 3 clusters Score -2.572805e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -25728062.000000 Penalty: 6036.972168
	Iteration 47Q: 3 clusters Score -2.572806e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -25728078.000000 Penalty: 6036.972168
	Iteration 48Q: 3 clusters Score -2.572808e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -25728050.000000 Penalty: 6036.972168
	Iteration 49Q: 3 clusters Score -2.572805e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -25728058.000000 Penalty: 6036.972168
	Iteration 50Q: 3 clusters Score -2.572806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -25728052.000000 Penalty: 6036.972168
	Iteration 51Q: 3 clusters Score -2.572805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -25728030.000000 Penalty: 6036.972168
	Iteration 52Q: 3 clusters Score -2.572803e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -25728048.000000 Penalty: 6036.972168
	Iteration 53Q: 3 clusters Score -2.572805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155524 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -25728032.000000 Penalty: 6036.972168
	Iteration 54Q: 3 clusters Score -2.572803e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -25728046.000000 Penalty: 6036.972168
	Iteration 55Q: 3 clusters Score -2.572805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -25728048.000000 Penalty: 6036.972168
	Iteration 56Q: 3 clusters Score -2.572805e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -25728060.000000 Penalty: 6036.972168
	Iteration 57Q: 3 clusters Score -2.572806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -25728060.000000 Penalty: 6036.972168
	Iteration 58Q: 3 clusters Score -2.572806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -25728076.000000 Penalty: 6036.972168
	Iteration 59Q: 3 clusters Score -2.572808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -25728068.000000 Penalty: 6036.972168
	Iteration 60F: 3 clusters Score -2.572807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -25728086.000000 Penalty: 6036.972168
	Iteration 61Q: 3 clusters Score -2.572809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -25728116.000000 Penalty: 6036.972168
	Iteration 62Q: 3 clusters Score -2.572812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -25728096.000000 Penalty: 6036.972168
	Iteration 63Q: 3 clusters Score -2.57281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -25728082.000000 Penalty: 6036.972168
	Iteration 64Q: 3 clusters Score -2.572808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -25728062.000000 Penalty: 6036.972168
	Iteration 65Q: 3 clusters Score -2.572806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -25728074.000000 Penalty: 6036.972168
	Iteration 66Q: 3 clusters Score -2.572807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -25728074.000000 Penalty: 6036.972168
	Iteration 67Q: 3 clusters Score -2.572807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -25728070.000000 Penalty: 6036.972168
	Iteration 68Q: 3 clusters Score -2.572807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -25728080.000000 Penalty: 6036.972168
	Iteration 69Q: 3 clusters Score -2.572808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -25728062.000000 Penalty: 6036.972168
	Iteration 70Q: 3 clusters Score -2.572806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -25728066.000000 Penalty: 6036.972168
	Iteration 71Q: 3 clusters Score -2.572807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -25728042.000000 Penalty: 6036.972168
	Iteration 72Q: 3 clusters Score -2.572804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -25728040.000000 Penalty: 6036.972168
	Iteration 73Q: 3 clusters Score -2.572804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -25728042.000000 Penalty: 6036.972168
	Iteration 74Q: 3 clusters Score -2.572804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -25728034.000000 Penalty: 6036.972168
	Iteration 75Q: 3 clusters Score -2.572803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -25728026.000000 Penalty: 6036.972168
	Iteration 76Q: 3 clusters Score -2.572803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -25728036.000000 Penalty: 6036.972168
	Iteration 77Q: 3 clusters Score -2.572804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -25728022.000000 Penalty: 6036.972168
	Iteration 78Q: 3 clusters Score -2.572802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -25728026.000000 Penalty: 6036.972168
	Iteration 79Q: 3 clusters Score -2.572803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -25728024.000000 Penalty: 6036.972168
	Iteration 80F: 3 clusters Score -2.572802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -25728028.000000 Penalty: 6036.972168
	Iteration 81Q: 3 clusters Score -2.572803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -25728036.000000 Penalty: 6036.972168
	Iteration 82Q: 3 clusters Score -2.572804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -25728026.000000 Penalty: 6036.972168
	Iteration 83Q: 3 clusters Score -2.572803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -25728030.000000 Penalty: 6036.972168
	Iteration 84Q: 3 clusters Score -2.572803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -25728024.000000 Penalty: 6036.972168
	Iteration 85Q: 3 clusters Score -2.572802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -25728028.000000 Penalty: 6036.972168
	Iteration 86Q: 3 clusters Score -2.572803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -25728028.000000 Penalty: 6036.972168
	Iteration 87Q: 3 clusters Score -2.572803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -25728002.000000 Penalty: 6036.972168
	Iteration 88Q: 3 clusters Score -2.5728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -25728012.000000 Penalty: 6036.972168
	Iteration 89Q: 3 clusters Score -2.572801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -25728012.000000 Penalty: 6036.972168
	Iteration 90Q: 3 clusters Score -2.572801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -25728016.000000 Penalty: 6036.972168
	Iteration 91Q: 3 clusters Score -2.572802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -25727992.000000 Penalty: 6036.972168
	Iteration 92Q: 3 clusters Score -2.572799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -25727996.000000 Penalty: 6036.972168
	Iteration 93Q: 3 clusters Score -2.5728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -25727998.000000 Penalty: 6036.972168
	Iteration 94Q: 3 clusters Score -2.5728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -25727992.000000 Penalty: 6036.972168
	Iteration 95Q: 3 clusters Score -2.572799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -25727986.000000 Penalty: 6036.972168
	Iteration 96Q: 3 clusters Score -2.572799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -25728002.000000 Penalty: 6036.972168
	Iteration 97Q: 3 clusters Score -2.5728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -25728028.000000 Penalty: 6036.972168
	Iteration 98Q: 3 clusters Score -2.572803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -25728024.000000 Penalty: 6036.972168
	Iteration 99Q: 3 clusters Score -2.572802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -25728008.000000 Penalty: 6036.972168
	Iteration 100F: 3 clusters Score -2.572801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -25728010.000000 Penalty: 6036.972168
	Iteration 101Q: 3 clusters Score -2.572801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -25728016.000000 Penalty: 6036.972168
	Iteration 102Q: 3 clusters Score -2.572802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154482 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -25728012.000000 Penalty: 6036.972168
	Iteration 103Q: 3 clusters Score -2.572801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -25728020.000000 Penalty: 6036.972168
	Iteration 104Q: 3 clusters Score -2.572802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -25728038.000000 Penalty: 6036.972168
	Iteration 105Q: 3 clusters Score -2.572804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -25728018.000000 Penalty: 6036.972168
	Iteration 106Q: 3 clusters Score -2.572802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -25728020.000000 Penalty: 6036.972168
	Iteration 107Q: 3 clusters Score -2.572802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -25728020.000000 Penalty: 6036.972168
	Iteration 108Q: 3 clusters Score -2.572802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -25728034.000000 Penalty: 6036.972168
	Iteration 109Q: 3 clusters Score -2.572803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -25728032.000000 Penalty: 6036.972168
	Iteration 110Q: 3 clusters Score -2.572803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -25728026.000000 Penalty: 6036.972168
	Iteration 111Q: 3 clusters Score -2.572803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -25728026.000000 Penalty: 6036.972168
	Iteration 112F: 3 clusters Score -2.572803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 154462 members 
Mstep: Class 20 contains 57792 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Mstep: Class 28 contains 5680 members 
Mstep: Class 29 contains 94178 members 
Mstep: Class 30 contains 38706 members 
Entering Unmasked Estep 
Score: -180950336.000000 Penalty: 105316.210938
Splitting cluster 19 changes total score from -180916384.000000 to -180950336.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (57792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Entering Unmasked Estep 
Score: -7757334.000000 Penalty: 2719.222168
	Iteration 0F: 2 clusters Score -7757334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7718452.500000 Penalty: 5438.444336
	Iteration 0F: 3 clusters Score -7718452 nChanged 26908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -7733725.000000 Penalty: 5438.444336
	Iteration 1F: 3 clusters Score -7733725 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -7734703.500000 Penalty: 5438.444336
	Iteration 2Q: 3 clusters Score -7734704 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -7736115.000000 Penalty: 5438.444336
	Iteration 3Q: 3 clusters Score -7736115 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -7738051.500000 Penalty: 5438.444336
	Iteration 4F: 3 clusters Score -7738052 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -7740537.500000 Penalty: 5438.444336
	Iteration 5F: 3 clusters Score -7740538 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -7743313.500000 Penalty: 5438.444336
	Iteration 6F: 3 clusters Score -7743314 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -7746376.000000 Penalty: 5438.444336
	Iteration 7F: 3 clusters Score -7746376 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -7749138.000000 Penalty: 5438.444336
	Iteration 8F: 3 clusters Score -7749138 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -7751522.000000 Penalty: 5438.444336
	Iteration 9F: 3 clusters Score -7751522 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7753266.500000 Penalty: 5438.444336
	Iteration 10Q: 3 clusters Score -7753266 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -7754448.000000 Penalty: 5438.444336
	Iteration 11Q: 3 clusters Score -7754448 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7755304.000000 Penalty: 5438.444336
	Iteration 12Q: 3 clusters Score -7755304 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -7756044.000000 Penalty: 5438.444336
	Iteration 13Q: 3 clusters Score -7756044 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -7756522.000000 Penalty: 5438.444336
	Iteration 14Q: 3 clusters Score -7756522 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7756892.500000 Penalty: 5438.444336
	Iteration 15Q: 3 clusters Score -7756892 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -7757118.500000 Penalty: 5438.444336
	Iteration 16Q: 3 clusters Score -7757118 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -7757267.000000 Penalty: 5438.444336
	Iteration 17Q: 3 clusters Score -7757267 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -7757367.500000 Penalty: 5438.444336
	Iteration 18Q: 3 clusters Score -7757368 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -7757456.500000 Penalty: 5438.444336
	Iteration 19Q: 3 clusters Score -7757456 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -7757531.000000 Penalty: 5438.444336
	Iteration 20F: 3 clusters Score -7757531 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -7757568.500000 Penalty: 5438.444336
	Iteration 21Q: 3 clusters Score -7757568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7757640.000000 Penalty: 5438.444336
	Iteration 22Q: 3 clusters Score -7757640 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -7757658.500000 Penalty: 5438.444336
	Iteration 23Q: 3 clusters Score -7757658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -7757650.500000 Penalty: 5438.444336
	Iteration 24Q: 3 clusters Score -7757650 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -7757670.000000 Penalty: 5438.444336
	Iteration 25Q: 3 clusters Score -7757670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7757697.000000 Penalty: 5438.444336
	Iteration 26Q: 3 clusters Score -7757697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -7757716.500000 Penalty: 5438.444336
	Iteration 27Q: 3 clusters Score -7757716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -7757715.000000 Penalty: 5438.444336
	Iteration 28Q: 3 clusters Score -7757715 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -7757707.000000 Penalty: 5438.444336
	Iteration 29Q: 3 clusters Score -7757707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -7757696.000000 Penalty: 5438.444336
	Iteration 30Q: 3 clusters Score -7757696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7757690.500000 Penalty: 5438.444336
	Iteration 31Q: 3 clusters Score -7757690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -7757688.000000 Penalty: 5438.444336
	Iteration 32Q: 3 clusters Score -7757688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -7757689.500000 Penalty: 5438.444336
	Iteration 33Q: 3 clusters Score -7757690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -7757696.500000 Penalty: 5438.444336
	Iteration 34Q: 3 clusters Score -7757696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -7757711.500000 Penalty: 5438.444336
	Iteration 35Q: 3 clusters Score -7757712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -7757696.500000 Penalty: 5438.444336
	Iteration 36Q: 3 clusters Score -7757696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -7757697.000000 Penalty: 5438.444336
	Iteration 37Q: 3 clusters Score -7757697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7757708.500000 Penalty: 5438.444336
	Iteration 38Q: 3 clusters Score -7757708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -7757705.000000 Penalty: 5438.444336
	Iteration 39Q: 3 clusters Score -7757705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -7757703.500000 Penalty: 5438.444336
	Iteration 40F: 3 clusters Score -7757704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -7757709.500000 Penalty: 5438.444336
	Iteration 41Q: 3 clusters Score -7757710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -7757710.500000 Penalty: 5438.444336
	Iteration 42Q: 3 clusters Score -7757710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7757710.500000 Penalty: 5438.444336
	Iteration 43Q: 3 clusters Score -7757710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -7757704.500000 Penalty: 5438.444336
	Iteration 44Q: 3 clusters Score -7757704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -7757705.000000 Penalty: 5438.444336
	Iteration 45Q: 3 clusters Score -7757705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -7757708.500000 Penalty: 5438.444336
	Iteration 46Q: 3 clusters Score -7757708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -7757711.000000 Penalty: 5438.444336
	Iteration 47Q: 3 clusters Score -7757711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -7757711.000000 Penalty: 5438.444336
	Iteration 48F: 3 clusters Score -7757711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 154462 members 
Mstep: Class 20 contains 41821 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Mstep: Class 28 contains 5680 members 
Mstep: Class 29 contains 94178 members 
Mstep: Class 30 contains 38706 members 
Mstep: Class 31 contains 15971 members 
Entering Unmasked Estep 
Score: -180949648.000000 Penalty: 108826.757812
Splitting cluster 20 changes total score from -180916384.000000 to -180949648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -548381.937500 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -548381.9 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 2286 members 
Entering Unmasked Estep 
Score: -544233.125000 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -544233.1 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -545208.500000 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -545208.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -545395.500000 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -545395.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -545507.000000 Penalty: 4162.361328
	Iteration 3Q: 3 clusters Score -545507 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -545596.875000 Penalty: 4162.361328
	Iteration 4Q: 3 clusters Score -545596.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -545689.625000 Penalty: 4162.361328
	Iteration 5Q: 3 clusters Score -545689.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -545767.375000 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -545767.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -545863.750000 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -545863.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -545989.312500 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -545989.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -546114.187500 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -546114.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -546261.437500 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -546261.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -546454.250000 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -546454.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -546695.875000 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -546695.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -546940.187500 Penalty: 4162.361328
	Iteration 13F: 3 clusters Score -546940.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -547125.625000 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -547125.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -547248.937500 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -547248.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547331.250000 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -547331.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -547396.375000 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -547396.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -547463.562500 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -547463.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -547528.562500 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -547528.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -547607.437500 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -547607.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -547680.625000 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -547680.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -547743.250000 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -547743.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -547799.375000 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -547799.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -547836.687500 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -547836.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -547855.812500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -547855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -547867.187500 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -547867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -547874.312500 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -547874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -547882.937500 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -547882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -547884.375000 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -547884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -547885.187500 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -547885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -547886.187500 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -547886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -547886.062500 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -547886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -547887.812500 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -547887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -547888.062500 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -547888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -547888.062500 Penalty: 4162.361328
	Iteration 35F: 3 clusters Score -547888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -2302574.500000 Penalty: 2432.130127
	Iteration 0F: 2 clusters Score -2302574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2289680.500000 Penalty: 4864.260254
	Iteration 0F: 3 clusters Score -2289680 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2294171.250000 Penalty: 4864.260254
	Iteration 1F: 3 clusters Score -2294171 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2294778.500000 Penalty: 4864.260254
	Iteration 2F: 3 clusters Score -2294778 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2295409.250000 Penalty: 4864.260254
	Iteration 3F: 3 clusters Score -2295409 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2296164.000000 Penalty: 4864.260254
	Iteration 4F: 3 clusters Score -2296164 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2297184.750000 Penalty: 4864.260254
	Iteration 5F: 3 clusters Score -2297185 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2298656.750000 Penalty: 4864.260254
	Iteration 6F: 3 clusters Score -2298657 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2300333.750000 Penalty: 4864.260254
	Iteration 7F: 3 clusters Score -2300334 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2301919.750000 Penalty: 4864.260254
	Iteration 8F: 3 clusters Score -2301920 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2303387.250000 Penalty: 4864.260254
	Iteration 9F: 3 clusters Score -2303387 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2304839.250000 Penalty: 4864.260254
	Iteration 10F: 3 clusters Score -2304839 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2306118.750000 Penalty: 4864.260254
	Iteration 11Q: 3 clusters Score -2306119 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2307242.750000 Penalty: 4864.260254
	Iteration 12Q: 3 clusters Score -2307243 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2307913.500000 Penalty: 4864.260254
	Iteration 13Q: 3 clusters Score -2307914 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2308261.750000 Penalty: 4864.260254
	Iteration 14Q: 3 clusters Score -2308262 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2308441.250000 Penalty: 4864.260254
	Iteration 15Q: 3 clusters Score -2308441 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2308516.750000 Penalty: 4864.260254
	Iteration 16Q: 3 clusters Score -2308517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2308558.500000 Penalty: 4864.260254
	Iteration 17Q: 3 clusters Score -2308558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2308581.250000 Penalty: 4864.260254
	Iteration 18Q: 3 clusters Score -2308581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2308609.750000 Penalty: 4864.260254
	Iteration 19Q: 3 clusters Score -2308610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2308626.250000 Penalty: 4864.260254
	Iteration 20F: 3 clusters Score -2308626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2308627.500000 Penalty: 4864.260254
	Iteration 21Q: 3 clusters Score -2308628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2308641.750000 Penalty: 4864.260254
	Iteration 22Q: 3 clusters Score -2308642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2308646.500000 Penalty: 4864.260254
	Iteration 23Q: 3 clusters Score -2308646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2308654.750000 Penalty: 4864.260254
	Iteration 24Q: 3 clusters Score -2308655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2308679.000000 Penalty: 4864.260254
	Iteration 25Q: 3 clusters Score -2308679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2308688.000000 Penalty: 4864.260254
	Iteration 26Q: 3 clusters Score -2308688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2308700.500000 Penalty: 4864.260254
	Iteration 27Q: 3 clusters Score -2308700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2308706.750000 Penalty: 4864.260254
	Iteration 28Q: 3 clusters Score -2308707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2308719.500000 Penalty: 4864.260254
	Iteration 29Q: 3 clusters Score -2308720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2308730.750000 Penalty: 4864.260254
	Iteration 30Q: 3 clusters Score -2308731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2308738.250000 Penalty: 4864.260254
	Iteration 31Q: 3 clusters Score -2308738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2308745.500000 Penalty: 4864.260254
	Iteration 32Q: 3 clusters Score -2308746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2308745.250000 Penalty: 4864.260254
	Iteration 33Q: 3 clusters Score -2308745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2308756.750000 Penalty: 4864.260254
	Iteration 34Q: 3 clusters Score -2308757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2308763.750000 Penalty: 4864.260254
	Iteration 35Q: 3 clusters Score -2308764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2308768.750000 Penalty: 4864.260254
	Iteration 36Q: 3 clusters Score -2308769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2308775.500000 Penalty: 4864.260254
	Iteration 37Q: 3 clusters Score -2308776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2308781.000000 Penalty: 4864.260254
	Iteration 38Q: 3 clusters Score -2308781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2308780.000000 Penalty: 4864.260254
	Iteration 39Q: 3 clusters Score -2308780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2308787.000000 Penalty: 4864.260254
	Iteration 40F: 3 clusters Score -2308787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2308789.500000 Penalty: 4864.260254
	Iteration 41Q: 3 clusters Score -2308790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2308786.500000 Penalty: 4864.260254
	Iteration 42Q: 3 clusters Score -2308786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2308788.250000 Penalty: 4864.260254
	Iteration 43Q: 3 clusters Score -2308788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2308792.750000 Penalty: 4864.260254
	Iteration 44Q: 3 clusters Score -2308793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2308795.250000 Penalty: 4864.260254
	Iteration 45Q: 3 clusters Score -2308795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2308798.750000 Penalty: 4864.260254
	Iteration 46Q: 3 clusters Score -2308799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2308801.500000 Penalty: 4864.260254
	Iteration 47Q: 3 clusters Score -2308802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2308797.000000 Penalty: 4864.260254
	Iteration 48Q: 3 clusters Score -2308797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2308802.000000 Penalty: 4864.260254
	Iteration 49Q: 3 clusters Score -2308802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2308801.500000 Penalty: 4864.260254
	Iteration 50Q: 3 clusters Score -2308802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2308798.250000 Penalty: 4864.260254
	Iteration 51Q: 3 clusters Score -2308798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2308798.250000 Penalty: 4864.260254
	Iteration 52Q: 3 clusters Score -2308798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2308798.250000 Penalty: 4864.260254
	Iteration 53F: 3 clusters Score -2308798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 154462 members 
Mstep: Class 20 contains 41821 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 40051 members 
Mstep: Class 28 contains 5680 members 
Mstep: Class 29 contains 94178 members 
Mstep: Class 30 contains 38706 members 
Mstep: Class 31 contains 15971 members 
Mstep: Class 32 contains 11403 members 
Entering Unmasked Estep 
Score: -180953200.000000 Penalty: 112337.296875
Splitting cluster 22 changes total score from -180916384.000000 to -180953200.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 30680 members 
Mstep: Class 4 contains 23481 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 139654 members 
Mstep: Class 7 contains 241357 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 37823 members 
Mstep: Class 13 contains 70434 members 
Mstep: Class 15 contains 95652 members 
Mstep: Class 16 contains 188656 members 
Mstep: Class 17 contains 66182 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 154462 members 
Mstep: Class 20 contains 41821 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180977136.000000 Penalty: 112337.296875
Iteration 39Q: 33 clusters Score -1.809771e+08 nChanged 51271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 30678 members 
Mstep: Class 4 contains 23152 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 139827 members 
Mstep: Class 7 contains 243006 members 
Mstep: Class 8 contains 14735 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 5757 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 71455 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 98933 members 
Mstep: Class 16 contains 185374 members 
Mstep: Class 17 contains 67375 members 
Mstep: Class 18 contains 13488 members 
Mstep: Class 19 contains 160603 members 
Mstep: Class 20 contains 43298 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 6964 members 
Mstep: Class 23 contains 9382 members 
Mstep: Class 24 contains 1933 members 
Mstep: Class 25 contains 15717 members 
Mstep: Class 26 contains 10391 members 
Mstep: Class 27 contains 38168 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 88691 members 
Mstep: Class 30 contains 36751 members 
Mstep: Class 31 contains 14074 members 
Mstep: Class 32 contains 10189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180995328.000000 Penalty: 112337.296875
Iteration 40F: 33 clusters Score -1.809953e+08 nChanged 41974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 30689 members 
Mstep: Class 4 contains 22772 members 
Mstep: Class 5 contains 12024 members 
Mstep: Class 6 contains 139509 members 
Mstep: Class 7 contains 240478 members 
Mstep: Class 8 contains 14468 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 36820 members 
Mstep: Class 13 contains 71258 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 99283 members 
Mstep: Class 16 contains 179422 members 
Mstep: Class 17 contains 67901 members 
Mstep: Class 18 contains 13873 members 
Mstep: Class 19 contains 164306 members 
Mstep: Class 20 contains 44732 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 7018 members 
Mstep: Class 23 contains 8856 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 15901 members 
Mstep: Class 26 contains 10482 members 
Mstep: Class 27 contains 38991 members 
Mstep: Class 28 contains 6195 members 
Mstep: Class 29 contains 90341 members 
Mstep: Class 30 contains 37241 members 
Mstep: Class 31 contains 14627 members 
Mstep: Class 32 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181010352.000000 Penalty: 112337.296875
Iteration 41Q: 33 clusters Score -1.810104e+08 nChanged 29120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 30610 members 
Mstep: Class 4 contains 22446 members 
Mstep: Class 5 contains 11783 members 
Mstep: Class 6 contains 139247 members 
Mstep: Class 7 contains 238490 members 
Mstep: Class 8 contains 14315 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 35775 members 
Mstep: Class 13 contains 71031 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 99627 members 
Mstep: Class 16 contains 172852 members 
Mstep: Class 17 contains 68335 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 19 contains 168496 members 
Mstep: Class 20 contains 46562 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 15878 members 
Mstep: Class 26 contains 10588 members 
Mstep: Class 27 contains 39553 members 
Mstep: Class 28 contains 6584 members 
Mstep: Class 29 contains 91681 members 
Mstep: Class 30 contains 37960 members 
Mstep: Class 31 contains 14951 members 
Mstep: Class 32 contains 9628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181018672.000000 Penalty: 112337.296875
Iteration 42Q: 33 clusters Score -1.810187e+08 nChanged 24673
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6965 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 22169 members 
Mstep: Class 5 contains 11681 members 
Mstep: Class 6 contains 139065 members 
Mstep: Class 7 contains 236989 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 34773 members 
Mstep: Class 13 contains 70854 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 99924 members 
Mstep: Class 16 contains 166241 members 
Mstep: Class 17 contains 68642 members 
Mstep: Class 18 contains 14587 members 
Mstep: Class 19 contains 172573 members 
Mstep: Class 20 contains 48446 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7154 members 
Mstep: Class 23 contains 8465 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 15855 members 
Mstep: Class 26 contains 10694 members 
Mstep: Class 27 contains 40003 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 92854 members 
Mstep: Class 30 contains 38804 members 
Mstep: Class 31 contains 15251 members 
Mstep: Class 32 contains 9339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181023632.000000 Penalty: 112337.296875
Iteration 43Q: 33 clusters Score -1.810236e+08 nChanged 21226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 30307 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 138944 members 
Mstep: Class 7 contains 235878 members 
Mstep: Class 8 contains 13908 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 33840 members 
Mstep: Class 13 contains 70643 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 100300 members 
Mstep: Class 16 contains 160009 members 
Mstep: Class 17 contains 68889 members 
Mstep: Class 18 contains 14842 members 
Mstep: Class 19 contains 176081 members 
Mstep: Class 20 contains 50416 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 7220 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 4211 members 
Mstep: Class 25 contains 15824 members 
Mstep: Class 26 contains 10795 members 
Mstep: Class 27 contains 40387 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 93954 members 
Mstep: Class 30 contains 39619 members 
Mstep: Class 31 contains 15507 members 
Mstep: Class 32 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181026608.000000 Penalty: 112337.296875
Iteration 44Q: 33 clusters Score -1.810266e+08 nChanged 18361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 30126 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 11406 members 
Mstep: Class 6 contains 138833 members 
Mstep: Class 7 contains 235104 members 
Mstep: Class 8 contains 13720 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 32973 members 
Mstep: Class 13 contains 70496 members 
Mstep: Class 14 contains 1156 members 
Mstep: Class 15 contains 100737 members 
Mstep: Class 16 contains 154494 members 
Mstep: Class 17 contains 69089 members 
Mstep: Class 18 contains 15007 members 
Mstep: Class 19 contains 178578 members 
Mstep: Class 20 contains 52553 members 
Mstep: Class 21 contains 4309 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 10900 members 
Mstep: Class 27 contains 40680 members 
Mstep: Class 28 contains 7318 members 
Mstep: Class 29 contains 95067 members 
Mstep: Class 30 contains 40398 members 
Mstep: Class 31 contains 15696 members 
Mstep: Class 32 contains 8861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181029952.000000 Penalty: 112337.296875
Iteration 45Q: 33 clusters Score -1.8103e+08 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 21466 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 138731 members 
Mstep: Class 7 contains 234561 members 
Mstep: Class 8 contains 13553 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 32110 members 
Mstep: Class 13 contains 70348 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 101188 members 
Mstep: Class 16 contains 149616 members 
Mstep: Class 17 contains 69196 members 
Mstep: Class 18 contains 15117 members 
Mstep: Class 19 contains 180211 members 
Mstep: Class 20 contains 54735 members 
Mstep: Class 21 contains 4289 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 8436 members 
Mstep: Class 24 contains 4575 members 
Mstep: Class 25 contains 15785 members 
Mstep: Class 26 contains 11004 members 
Mstep: Class 27 contains 40902 members 
Mstep: Class 28 contains 7476 members 
Mstep: Class 29 contains 96221 members 
Mstep: Class 30 contains 41181 members 
Mstep: Class 31 contains 15888 members 
Mstep: Class 32 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181032384.000000 Penalty: 112337.296875
Iteration 46Q: 33 clusters Score -1.810324e+08 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 21301 members 
Mstep: Class 5 contains 11148 members 
Mstep: Class 6 contains 138645 members 
Mstep: Class 7 contains 234174 members 
Mstep: Class 8 contains 13385 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 5413 members 
Mstep: Class 12 contains 31300 members 
Mstep: Class 13 contains 70240 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 101569 members 
Mstep: Class 16 contains 145486 members 
Mstep: Class 17 contains 69273 members 
Mstep: Class 18 contains 15207 members 
Mstep: Class 19 contains 180962 members 
Mstep: Class 20 contains 56949 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 7366 members 
Mstep: Class 23 contains 8444 members 
Mstep: Class 24 contains 4695 members 
Mstep: Class 25 contains 15785 members 
Mstep: Class 26 contains 11108 members 
Mstep: Class 27 contains 41089 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 97416 members 
Mstep: Class 30 contains 41954 members 
Mstep: Class 31 contains 16032 members 
Mstep: Class 32 contains 8479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181036208.000000 Penalty: 112337.296875
Iteration 47Q: 33 clusters Score -1.810362e+08 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 29711 members 
Mstep: Class 4 contains 21157 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 138556 members 
Mstep: Class 7 contains 233875 members 
Mstep: Class 8 contains 13224 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 5350 members 
Mstep: Class 12 contains 30550 members 
Mstep: Class 13 contains 70156 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 101976 members 
Mstep: Class 16 contains 141791 members 
Mstep: Class 17 contains 69341 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 181153 members 
Mstep: Class 20 contains 59188 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 8481 members 
Mstep: Class 24 contains 4794 members 
Mstep: Class 25 contains 15757 members 
Mstep: Class 26 contains 11221 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 98619 members 
Mstep: Class 30 contains 42644 members 
Mstep: Class 31 contains 16173 members 
Mstep: Class 32 contains 8271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181038528.000000 Penalty: 112337.296875
Iteration 48Q: 33 clusters Score -1.810385e+08 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 29588 members 
Mstep: Class 4 contains 21014 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 138473 members 
Mstep: Class 7 contains 233744 members 
Mstep: Class 8 contains 13033 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 29826 members 
Mstep: Class 13 contains 70070 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 102362 members 
Mstep: Class 16 contains 138439 members 
Mstep: Class 17 contains 69380 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 180873 members 
Mstep: Class 20 contains 61494 members 
Mstep: Class 21 contains 4236 members 
Mstep: Class 22 contains 7479 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 4863 members 
Mstep: Class 25 contains 15747 members 
Mstep: Class 26 contains 11327 members 
Mstep: Class 27 contains 41412 members 
Mstep: Class 28 contains 7841 members 
Mstep: Class 29 contains 99768 members 
Mstep: Class 30 contains 43333 members 
Mstep: Class 31 contains 16294 members 
Mstep: Class 32 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181041744.000000 Penalty: 112337.296875
Iteration 49Q: 33 clusters Score -1.810417e+08 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 29511 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 5 contains 10850 members 
Mstep: Class 6 contains 138396 members 
Mstep: Class 7 contains 233669 members 
Mstep: Class 8 contains 12873 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 5254 members 
Mstep: Class 12 contains 29113 members 
Mstep: Class 13 contains 69981 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 102723 members 
Mstep: Class 16 contains 135440 members 
Mstep: Class 17 contains 69441 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 180126 members 
Mstep: Class 20 contains 63821 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 7540 members 
Mstep: Class 23 contains 8716 members 
Mstep: Class 24 contains 4901 members 
Mstep: Class 25 contains 15744 members 
Mstep: Class 26 contains 11427 members 
Mstep: Class 27 contains 41560 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 100948 members 
Mstep: Class 30 contains 44011 members 
Mstep: Class 31 contains 16381 members 
Mstep: Class 32 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181045664.000000 Penalty: 112337.296875
Iteration 50Q: 33 clusters Score -1.810457e+08 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 29442 members 
Mstep: Class 4 contains 20785 members 
Mstep: Class 5 contains 10743 members 
Mstep: Class 6 contains 138328 members 
Mstep: Class 7 contains 233622 members 
Mstep: Class 8 contains 12721 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 28422 members 
Mstep: Class 13 contains 69891 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 103070 members 
Mstep: Class 16 contains 132662 members 
Mstep: Class 17 contains 69494 members 
Mstep: Class 18 contains 15413 members 
Mstep: Class 19 contains 179138 members 
Mstep: Class 20 contains 66072 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 7592 members 
Mstep: Class 23 contains 8836 members 
Mstep: Class 24 contains 4952 members 
Mstep: Class 25 contains 15720 members 
Mstep: Class 26 contains 11547 members 
Mstep: Class 27 contains 41685 members 
Mstep: Class 28 contains 8031 members 
Mstep: Class 29 contains 102255 members 
Mstep: Class 30 contains 44666 members 
Mstep: Class 31 contains 16446 members 
Mstep: Class 32 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181048048.000000 Penalty: 112337.296875
Iteration 51Q: 33 clusters Score -1.81048e+08 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 29388 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 138243 members 
Mstep: Class 7 contains 233648 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 5138 members 
Mstep: Class 12 contains 27691 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 103384 members 
Mstep: Class 16 contains 129998 members 
Mstep: Class 17 contains 69539 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 178059 members 
Mstep: Class 20 contains 68272 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 7646 members 
Mstep: Class 23 contains 9012 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 15695 members 
Mstep: Class 26 contains 11699 members 
Mstep: Class 27 contains 41779 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 103674 members 
Mstep: Class 30 contains 45292 members 
Mstep: Class 31 contains 16497 members 
Mstep: Class 32 contains 7575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181051200.000000 Penalty: 112337.296875
Iteration 52Q: 33 clusters Score -1.810512e+08 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7401 members 
Mstep: Class 3 contains 29359 members 
Mstep: Class 4 contains 20544 members 
Mstep: Class 5 contains 10533 members 
Mstep: Class 6 contains 138160 members 
Mstep: Class 7 contains 233619 members 
Mstep: Class 8 contains 12402 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 5083 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 69739 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 103644 members 
Mstep: Class 16 contains 127440 members 
Mstep: Class 17 contains 69571 members 
Mstep: Class 18 contains 15436 members 
Mstep: Class 19 contains 176955 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 9225 members 
Mstep: Class 24 contains 5010 members 
Mstep: Class 25 contains 15672 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 41874 members 
Mstep: Class 28 contains 8164 members 
Mstep: Class 29 contains 105098 members 
Mstep: Class 30 contains 45832 members 
Mstep: Class 31 contains 16520 members 
Mstep: Class 32 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181054752.000000 Penalty: 112337.296875
Iteration 53Q: 33 clusters Score -1.810548e+08 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 29327 members 
Mstep: Class 4 contains 20445 members 
Mstep: Class 5 contains 10424 members 
Mstep: Class 6 contains 138078 members 
Mstep: Class 7 contains 233631 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 69673 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 103851 members 
Mstep: Class 16 contains 125017 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 175718 members 
Mstep: Class 20 contains 72518 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 9444 members 
Mstep: Class 24 contains 5043 members 
Mstep: Class 25 contains 15653 members 
Mstep: Class 26 contains 11945 members 
Mstep: Class 27 contains 41958 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 106544 members 
Mstep: Class 30 contains 46349 members 
Mstep: Class 31 contains 16553 members 
Mstep: Class 32 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181057376.000000 Penalty: 112337.296875
Iteration 54Q: 33 clusters Score -1.810574e+08 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7508 members 
Mstep: Class 3 contains 29295 members 
Mstep: Class 4 contains 20373 members 
Mstep: Class 5 contains 10327 members 
Mstep: Class 6 contains 137969 members 
Mstep: Class 7 contains 233595 members 
Mstep: Class 8 contains 12114 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 25940 members 
Mstep: Class 13 contains 69593 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 104061 members 
Mstep: Class 16 contains 122765 members 
Mstep: Class 17 contains 69591 members 
Mstep: Class 18 contains 15443 members 
Mstep: Class 19 contains 174486 members 
Mstep: Class 20 contains 74491 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 7777 members 
Mstep: Class 23 contains 9696 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 12062 members 
Mstep: Class 27 contains 42037 members 
Mstep: Class 28 contains 8274 members 
Mstep: Class 29 contains 107971 members 
Mstep: Class 30 contains 46820 members 
Mstep: Class 31 contains 16566 members 
Mstep: Class 32 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181061392.000000 Penalty: 112337.296875
Iteration 55Q: 33 clusters Score -1.810614e+08 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 20288 members 
Mstep: Class 5 contains 10213 members 
Mstep: Class 6 contains 137876 members 
Mstep: Class 7 contains 233599 members 
Mstep: Class 8 contains 11974 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 25470 members 
Mstep: Class 13 contains 69489 members 
Mstep: Class 14 contains 1525 members 
Mstep: Class 15 contains 104197 members 
Mstep: Class 16 contains 120803 members 
Mstep: Class 17 contains 69613 members 
Mstep: Class 18 contains 15436 members 
Mstep: Class 19 contains 173078 members 
Mstep: Class 20 contains 76392 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 7797 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 15613 members 
Mstep: Class 26 contains 12176 members 
Mstep: Class 27 contains 42083 members 
Mstep: Class 28 contains 8317 members 
Mstep: Class 29 contains 109391 members 
Mstep: Class 30 contains 47286 members 
Mstep: Class 31 contains 16593 members 
Mstep: Class 32 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064816.000000 Penalty: 112337.296875
Iteration 56Q: 33 clusters Score -1.810648e+08 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7594 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 20201 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 137790 members 
Mstep: Class 7 contains 233682 members 
Mstep: Class 8 contains 11843 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 24998 members 
Mstep: Class 13 contains 69397 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 104232 members 
Mstep: Class 16 contains 119120 members 
Mstep: Class 17 contains 69614 members 
Mstep: Class 18 contains 15437 members 
Mstep: Class 19 contains 171661 members 
Mstep: Class 20 contains 78186 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 7811 members 
Mstep: Class 23 contains 10206 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 15601 members 
Mstep: Class 26 contains 12269 members 
Mstep: Class 27 contains 42125 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 110693 members 
Mstep: Class 30 contains 47716 members 
Mstep: Class 31 contains 16609 members 
Mstep: Class 32 contains 7031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067216.000000 Penalty: 112337.296875
Iteration 57Q: 33 clusters Score -1.810672e+08 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7632 members 
Mstep: Class 3 contains 29247 members 
Mstep: Class 4 contains 20117 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 137698 members 
Mstep: Class 7 contains 233726 members 
Mstep: Class 8 contains 11749 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 24580 members 
Mstep: Class 13 contains 69310 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 104213 members 
Mstep: Class 16 contains 117646 members 
Mstep: Class 17 contains 69637 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 170332 members 
Mstep: Class 20 contains 79807 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 7809 members 
Mstep: Class 23 contains 10454 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 15595 members 
Mstep: Class 26 contains 12356 members 
Mstep: Class 27 contains 42168 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 111950 members 
Mstep: Class 30 contains 48073 members 
Mstep: Class 31 contains 16630 members 
Mstep: Class 32 contains 6990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069984.000000 Penalty: 112337.296875
Iteration 58Q: 33 clusters Score -1.8107e+08 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 29235 members 
Mstep: Class 4 contains 20061 members 
Mstep: Class 5 contains 9809 members 
Mstep: Class 6 contains 137633 members 
Mstep: Class 7 contains 233722 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 24222 members 
Mstep: Class 13 contains 69228 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 104111 members 
Mstep: Class 16 contains 116346 members 
Mstep: Class 17 contains 69674 members 
Mstep: Class 18 contains 15430 members 
Mstep: Class 19 contains 169189 members 
Mstep: Class 20 contains 81325 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15591 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 42209 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 113106 members 
Mstep: Class 30 contains 48302 members 
Mstep: Class 31 contains 16676 members 
Mstep: Class 32 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072144.000000 Penalty: 112337.296875
Iteration 59Q: 33 clusters Score -1.810721e+08 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 29226 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9685 members 
Mstep: Class 6 contains 137562 members 
Mstep: Class 7 contains 233710 members 
Mstep: Class 8 contains 11522 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4906 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 69174 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 103900 members 
Mstep: Class 16 contains 115403 members 
Mstep: Class 17 contains 69676 members 
Mstep: Class 18 contains 15436 members 
Mstep: Class 19 contains 168123 members 
Mstep: Class 20 contains 82662 members 
Mstep: Class 21 contains 4125 members 
Mstep: Class 22 contains 7805 members 
Mstep: Class 23 contains 10913 members 
Mstep: Class 24 contains 5107 members 
Mstep: Class 25 contains 15577 members 
Mstep: Class 26 contains 12519 members 
Mstep: Class 27 contains 42247 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 114201 members 
Mstep: Class 30 contains 48451 members 
Mstep: Class 31 contains 16720 members 
Mstep: Class 32 contains 6904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075152.000000 Penalty: 112337.296875
Iteration 60F: 33 clusters Score -1.810752e+08 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 29219 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 137476 members 
Mstep: Class 7 contains 233648 members 
Mstep: Class 8 contains 11379 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 23617 members 
Mstep: Class 13 contains 69128 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 103649 members 
Mstep: Class 16 contains 114263 members 
Mstep: Class 17 contains 69674 members 
Mstep: Class 18 contains 15410 members 
Mstep: Class 19 contains 166780 members 
Mstep: Class 20 contains 84266 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 11134 members 
Mstep: Class 24 contains 5110 members 
Mstep: Class 25 contains 15568 members 
Mstep: Class 26 contains 12595 members 
Mstep: Class 27 contains 42289 members 
Mstep: Class 28 contains 8448 members 
Mstep: Class 29 contains 115108 members 
Mstep: Class 30 contains 49002 members 
Mstep: Class 31 contains 16787 members 
Mstep: Class 32 contains 6879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077936.000000 Penalty: 112337.296875
Iteration 61Q: 33 clusters Score -1.810779e+08 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 29204 members 
Mstep: Class 4 contains 19966 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 137416 members 
Mstep: Class 7 contains 233618 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23369 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 103285 members 
Mstep: Class 16 contains 113222 members 
Mstep: Class 17 contains 69687 members 
Mstep: Class 18 contains 15406 members 
Mstep: Class 19 contains 165460 members 
Mstep: Class 20 contains 85773 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 7789 members 
Mstep: Class 23 contains 11312 members 
Mstep: Class 24 contains 5113 members 
Mstep: Class 25 contains 15566 members 
Mstep: Class 26 contains 12686 members 
Mstep: Class 27 contains 42326 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 115942 members 
Mstep: Class 30 contains 49641 members 
Mstep: Class 31 contains 16836 members 
Mstep: Class 32 contains 6881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080032.000000 Penalty: 112337.296875
Iteration 62Q: 33 clusters Score -1.8108e+08 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7756 members 
Mstep: Class 3 contains 29192 members 
Mstep: Class 4 contains 19937 members 
Mstep: Class 5 contains 9397 members 
Mstep: Class 6 contains 137348 members 
Mstep: Class 7 contains 233544 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 23153 members 
Mstep: Class 13 contains 69043 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 102854 members 
Mstep: Class 16 contains 112405 members 
Mstep: Class 17 contains 69700 members 
Mstep: Class 18 contains 15398 members 
Mstep: Class 19 contains 164032 members 
Mstep: Class 20 contains 87194 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 11466 members 
Mstep: Class 24 contains 5106 members 
Mstep: Class 25 contains 15570 members 
Mstep: Class 26 contains 12769 members 
Mstep: Class 27 contains 42360 members 
Mstep: Class 28 contains 8468 members 
Mstep: Class 29 contains 116687 members 
Mstep: Class 30 contains 50387 members 
Mstep: Class 31 contains 16887 members 
Mstep: Class 32 contains 6865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081392.000000 Penalty: 112337.296875
Iteration 63Q: 33 clusters Score -1.810814e+08 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 29177 members 
Mstep: Class 4 contains 19937 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 137269 members 
Mstep: Class 7 contains 233460 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 22952 members 
Mstep: Class 13 contains 68989 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 102357 members 
Mstep: Class 16 contains 111698 members 
Mstep: Class 17 contains 69718 members 
Mstep: Class 18 contains 15381 members 
Mstep: Class 19 contains 162693 members 
Mstep: Class 20 contains 88570 members 
Mstep: Class 21 contains 4078 members 
Mstep: Class 22 contains 7768 members 
Mstep: Class 23 contains 11654 members 
Mstep: Class 24 contains 5107 members 
Mstep: Class 25 contains 15572 members 
Mstep: Class 26 contains 12840 members 
Mstep: Class 27 contains 42388 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 117357 members 
Mstep: Class 30 contains 51130 members 
Mstep: Class 31 contains 16933 members 
Mstep: Class 32 contains 6863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083488.000000 Penalty: 112337.296875
Iteration 64Q: 33 clusters Score -1.810835e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7881 members 
Mstep: Class 3 contains 29158 members 
Mstep: Class 4 contains 19910 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 137205 members 
Mstep: Class 7 contains 233406 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 22770 members 
Mstep: Class 13 contains 68918 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 101851 members 
Mstep: Class 16 contains 111265 members 
Mstep: Class 17 contains 69749 members 
Mstep: Class 18 contains 15381 members 
Mstep: Class 19 contains 161280 members 
Mstep: Class 20 contains 89835 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 22 contains 7758 members 
Mstep: Class 23 contains 11790 members 
Mstep: Class 24 contains 5102 members 
Mstep: Class 25 contains 15564 members 
Mstep: Class 26 contains 12917 members 
Mstep: Class 27 contains 42421 members 
Mstep: Class 28 contains 8498 members 
Mstep: Class 29 contains 117976 members 
Mstep: Class 30 contains 51875 members 
Mstep: Class 31 contains 16970 members 
Mstep: Class 32 contains 6843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085296.000000 Penalty: 112337.296875
Iteration 65Q: 33 clusters Score -1.810853e+08 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 29144 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 137129 members 
Mstep: Class 7 contains 233380 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 22601 members 
Mstep: Class 13 contains 68857 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 101300 members 
Mstep: Class 16 contains 110926 members 
Mstep: Class 17 contains 69765 members 
Mstep: Class 18 contains 15366 members 
Mstep: Class 19 contains 159966 members 
Mstep: Class 20 contains 91009 members 
Mstep: Class 21 contains 4062 members 
Mstep: Class 22 contains 7755 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15567 members 
Mstep: Class 26 contains 12984 members 
Mstep: Class 27 contains 42465 members 
Mstep: Class 28 contains 8515 members 
Mstep: Class 29 contains 118534 members 
Mstep: Class 30 contains 52532 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086912.000000 Penalty: 112337.296875
Iteration 66Q: 33 clusters Score -1.810869e+08 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8009 members 
Mstep: Class 3 contains 29121 members 
Mstep: Class 4 contains 19865 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 137023 members 
Mstep: Class 7 contains 233314 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 22449 members 
Mstep: Class 13 contains 68826 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 100693 members 
Mstep: Class 16 contains 110806 members 
Mstep: Class 17 contains 69773 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 158601 members 
Mstep: Class 20 contains 92111 members 
Mstep: Class 21 contains 4061 members 
Mstep: Class 22 contains 7751 members 
Mstep: Class 23 contains 12084 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 15577 members 
Mstep: Class 26 contains 13035 members 
Mstep: Class 27 contains 42476 members 
Mstep: Class 28 contains 8534 members 
Mstep: Class 29 contains 119078 members 
Mstep: Class 30 contains 53228 members 
Mstep: Class 31 contains 17001 members 
Mstep: Class 32 contains 6856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181088864.000000 Penalty: 112337.296875
Iteration 67Q: 33 clusters Score -1.810889e+08 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8080 members 
Mstep: Class 3 contains 29102 members 
Mstep: Class 4 contains 19837 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 136909 members 
Mstep: Class 7 contains 233180 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 22320 members 
Mstep: Class 13 contains 68814 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 100072 members 
Mstep: Class 16 contains 110816 members 
Mstep: Class 17 contains 69774 members 
Mstep: Class 18 contains 15354 members 
Mstep: Class 19 contains 157228 members 
Mstep: Class 20 contains 93169 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 7746 members 
Mstep: Class 23 contains 12206 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 15592 members 
Mstep: Class 26 contains 13079 members 
Mstep: Class 27 contains 42500 members 
Mstep: Class 28 contains 8550 members 
Mstep: Class 29 contains 119537 members 
Mstep: Class 30 contains 53919 members 
Mstep: Class 31 contains 17024 members 
Mstep: Class 32 contains 6848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090400.000000 Penalty: 112337.296875
Iteration 68Q: 33 clusters Score -1.810904e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8144 members 
Mstep: Class 3 contains 29084 members 
Mstep: Class 4 contains 19784 members 
Mstep: Class 5 contains 9062 members 
Mstep: Class 6 contains 136841 members 
Mstep: Class 7 contains 233044 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 22219 members 
Mstep: Class 13 contains 68786 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 99450 members 
Mstep: Class 16 contains 110963 members 
Mstep: Class 17 contains 69776 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 155899 members 
Mstep: Class 20 contains 94176 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 12261 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 15613 members 
Mstep: Class 26 contains 13117 members 
Mstep: Class 27 contains 42523 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 119927 members 
Mstep: Class 30 contains 54571 members 
Mstep: Class 31 contains 17036 members 
Mstep: Class 32 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091168.000000 Penalty: 112337.296875
Iteration 69Q: 33 clusters Score -1.810912e+08 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 19756 members 
Mstep: Class 5 contains 9048 members 
Mstep: Class 6 contains 136780 members 
Mstep: Class 7 contains 232954 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 22125 members 
Mstep: Class 13 contains 68770 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 98847 members 
Mstep: Class 16 contains 111186 members 
Mstep: Class 17 contains 69779 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 154596 members 
Mstep: Class 20 contains 95120 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 13166 members 
Mstep: Class 27 contains 42534 members 
Mstep: Class 28 contains 8580 members 
Mstep: Class 29 contains 120251 members 
Mstep: Class 30 contains 55153 members 
Mstep: Class 31 contains 17037 members 
Mstep: Class 32 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091600.000000 Penalty: 112337.296875
Iteration 70Q: 33 clusters Score -1.810916e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 29050 members 
Mstep: Class 4 contains 19727 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 6 contains 136741 members 
Mstep: Class 7 contains 232918 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 22060 members 
Mstep: Class 13 contains 68738 members 
Mstep: Class 14 contains 1950 members 
Mstep: Class 15 contains 98221 members 
Mstep: Class 16 contains 111593 members 
Mstep: Class 17 contains 69813 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 153172 members 
Mstep: Class 20 contains 95965 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 12379 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 15647 members 
Mstep: Class 26 contains 13203 members 
Mstep: Class 27 contains 42557 members 
Mstep: Class 28 contains 8601 members 
Mstep: Class 29 contains 120565 members 
Mstep: Class 30 contains 55698 members 
Mstep: Class 31 contains 17049 members 
Mstep: Class 32 contains 6849 members 
Entering Unmasked Estep 
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Score: -181092192.000000 Penalty: 112337.296875
Iteration 71Q: 33 clusters Score -1.810922e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 29036 members 
Mstep: Class 4 contains 19724 members 
Mstep: Class 5 contains 9031 members 
Mstep: Class 6 contains 136693 members 
Mstep: Class 7 contains 232850 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 21976 members 
Mstep: Class 13 contains 68715 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 97631 members 
Mstep: Class 16 contains 112132 members 
Mstep: Class 17 contains 69822 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 151796 members 
Mstep: Class 20 contains 96732 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 15659 members 
Mstep: Class 26 contains 13226 members 
Mstep: Class 27 contains 42569 members 
Mstep: Class 28 contains 8616 members 
Mstep: Class 29 contains 120833 members 
Mstep: Class 30 contains 56206 members 
Mstep: Class 31 contains 17080 members 
Mstep: Class 32 contains 6848 members 
Entering Unmasked Estep 
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Iteration 72Q: 33 clusters Score -1.810926e+08 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 29016 members 
Mstep: Class 4 contains 19714 members 
Mstep: Class 5 contains 9027 members 
Mstep: Class 6 contains 136686 members 
Mstep: Class 7 contains 232793 members 
Mstep: Class 8 contains 9808 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 21926 members 
Mstep: Class 13 contains 68686 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 97055 members 
Mstep: Class 16 contains 112652 members 
Mstep: Class 17 contains 69825 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 150480 members 
Mstep: Class 20 contains 97408 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 12543 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 15664 members 
Mstep: Class 26 contains 13248 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 8631 members 
Mstep: Class 29 contains 121088 members 
Mstep: Class 30 contains 56739 members 
Mstep: Class 31 contains 17105 members 
Mstep: Class 32 contains 6847 members 
Entering Unmasked Estep 
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Iteration 73Q: 33 clusters Score -1.810929e+08 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 29004 members 
Mstep: Class 4 contains 19696 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 136666 members 
Mstep: Class 7 contains 232689 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21889 members 
Mstep: Class 13 contains 68637 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 96507 members 
Mstep: Class 16 contains 113309 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15329 members 
Mstep: Class 19 contains 149168 members 
Mstep: Class 20 contains 98039 members 
Mstep: Class 21 contains 4060 members 
Mstep: Class 22 contains 7737 members 
Mstep: Class 23 contains 12637 members 
Mstep: Class 24 contains 5102 members 
Mstep: Class 25 contains 15688 members 
Mstep: Class 26 contains 13265 members 
Mstep: Class 27 contains 42596 members 
Mstep: Class 28 contains 8648 members 
Mstep: Class 29 contains 121242 members 
Mstep: Class 30 contains 57268 members 
Mstep: Class 31 contains 17142 members 
Mstep: Class 32 contains 6852 members 
Entering Unmasked Estep 
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Iteration 74Q: 33 clusters Score -1.810939e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 28990 members 
Mstep: Class 4 contains 19687 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 6 contains 136658 members 
Mstep: Class 7 contains 232565 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 68619 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 95930 members 
Mstep: Class 16 contains 113996 members 
Mstep: Class 17 contains 69850 members 
Mstep: Class 18 contains 15337 members 
Mstep: Class 19 contains 147875 members 
Mstep: Class 20 contains 98672 members 
Mstep: Class 21 contains 4055 members 
Mstep: Class 22 contains 7735 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 15698 members 
Mstep: Class 26 contains 13282 members 
Mstep: Class 27 contains 42602 members 
Mstep: Class 28 contains 8658 members 
Mstep: Class 29 contains 121424 members 
Mstep: Class 30 contains 57784 members 
Mstep: Class 31 contains 17173 members 
Mstep: Class 32 contains 6855 members 
Entering Unmasked Estep 
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Score: -181093472.000000 Penalty: 112337.296875
Iteration 75Q: 33 clusters Score -1.810935e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 28972 members 
Mstep: Class 4 contains 19680 members 
Mstep: Class 5 contains 8965 members 
Mstep: Class 6 contains 136643 members 
Mstep: Class 7 contains 232456 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 21830 members 
Mstep: Class 13 contains 68607 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 95357 members 
Mstep: Class 16 contains 114822 members 
Mstep: Class 17 contains 69869 members 
Mstep: Class 18 contains 15336 members 
Mstep: Class 19 contains 146592 members 
Mstep: Class 20 contains 99172 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 12751 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 15694 members 
Mstep: Class 26 contains 13291 members 
Mstep: Class 27 contains 42614 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 121545 members 
Mstep: Class 30 contains 58294 members 
Mstep: Class 31 contains 17200 members 
Mstep: Class 32 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094256.000000 Penalty: 112337.296875
Iteration 76Q: 33 clusters Score -1.810943e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 28962 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 8961 members 
Mstep: Class 6 contains 136616 members 
Mstep: Class 7 contains 232351 members 
Mstep: Class 8 contains 9469 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 68581 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 94835 members 
Mstep: Class 16 contains 115777 members 
Mstep: Class 17 contains 69874 members 
Mstep: Class 18 contains 15332 members 
Mstep: Class 19 contains 145268 members 
Mstep: Class 20 contains 99625 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 12808 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15697 members 
Mstep: Class 26 contains 13303 members 
Mstep: Class 27 contains 42617 members 
Mstep: Class 28 contains 8674 members 
Mstep: Class 29 contains 121647 members 
Mstep: Class 30 contains 58748 members 
Mstep: Class 31 contains 17226 members 
Mstep: Class 32 contains 6877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094688.000000 Penalty: 112337.296875
Iteration 77Q: 33 clusters Score -1.810947e+08 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 28962 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8957 members 
Mstep: Class 6 contains 136595 members 
Mstep: Class 7 contains 232240 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 68555 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 94329 members 
Mstep: Class 16 contains 116798 members 
Mstep: Class 17 contains 69870 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 143897 members 
Mstep: Class 20 contains 100060 members 
Mstep: Class 21 contains 4050 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 12858 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 15704 members 
Mstep: Class 26 contains 13314 members 
Mstep: Class 27 contains 42625 members 
Mstep: Class 28 contains 8688 members 
Mstep: Class 29 contains 121738 members 
Mstep: Class 30 contains 59218 members 
Mstep: Class 31 contains 17237 members 
Mstep: Class 32 contains 6878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094928.000000 Penalty: 112337.296875
Iteration 78Q: 33 clusters Score -1.810949e+08 nChanged 4333
Entering ConstructFrom: 
Score: -181094928.000000 Penalty: 112337.296875
Entering ConstructFrom: 
Trying to split cluster 1 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -159654.828125 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -159654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157605.843750 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -157605.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158082.562500 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -158082.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158476.156250 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -158476.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159269.140625 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -159269.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -159677.812500 Penalty: 3540.090088
	Iteration 4F: 3 clusters Score -159677.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -159801.921875 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -159801.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -159865.765625 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -159865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -159923.765625 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -159923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159946.750000 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -159946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159962.265625 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -159962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159965.093750 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -159965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159970.109375 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -159970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159970.109375 Penalty: 3540.090088
	Iteration 12F: 3 clusters Score -159970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 136573 members 
Mstep: Class 7 contains 232144 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 21734 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 93835 members 
Mstep: Class 16 contains 117919 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 142415 members 
Mstep: Class 20 contains 100449 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 12910 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 8698 members 
Mstep: Class 29 contains 121861 members 
Mstep: Class 30 contains 59687 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 916 members 
Entering Unmasked Estep 
Score: -181094160.000000 Penalty: 115847.835938
Splitting cluster 1 changes total score from -181094928.000000 to -181094160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -1030142.187500 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -1030142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1023527.812500 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -1023528 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1025447.187500 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -1025447 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1025833.562500 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -1025834 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1026169.312500 Penalty: 4484.205566
	Iteration 3F: 3 clusters Score -1026169 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1026486.062500 Penalty: 4484.205566
	Iteration 4F: 3 clusters Score -1026486 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1026770.062500 Penalty: 4484.205566
	Iteration 5F: 3 clusters Score -1026770 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1027046.187500 Penalty: 4484.205566
	Iteration 6Q: 3 clusters Score -1027046 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1027282.375000 Penalty: 4484.205566
	Iteration 7Q: 3 clusters Score -1027282 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1027472.562500 Penalty: 4484.205566
	Iteration 8Q: 3 clusters Score -1027473 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1027616.812500 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -1027617 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1027735.437500 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -1027735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1027834.500000 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -1027834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1027916.187500 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -1027916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1027979.375000 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -1027979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1028022.187500 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -1028022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1028054.937500 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -1028055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1028094.312500 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -1028094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1028132.625000 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -1028133 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1028185.500000 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -1028186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1028249.187500 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -1028249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1028303.687500 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -1028304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1028366.625000 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -1028367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1028442.875000 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -1028443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1028527.187500 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -1028527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1028627.250000 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -1028627 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1028742.062500 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -1028742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1028864.437500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -1028864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1028975.375000 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -1028975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1029066.125000 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -1029066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1029133.250000 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -1029133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1029183.250000 Penalty: 4484.205566
	Iteration 30Q: 3 clusters Score -1029183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1029232.750000 Penalty: 4484.205566
	Iteration 31Q: 3 clusters Score -1029233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1029268.750000 Penalty: 4484.205566
	Iteration 32Q: 3 clusters Score -1029269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1029297.750000 Penalty: 4484.205566
	Iteration 33Q: 3 clusters Score -1029298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1029316.687500 Penalty: 4484.205566
	Iteration 34Q: 3 clusters Score -1029317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1029332.062500 Penalty: 4484.205566
	Iteration 35Q: 3 clusters Score -1029332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1029346.625000 Penalty: 4484.205566
	Iteration 36Q: 3 clusters Score -1029347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1029356.687500 Penalty: 4484.205566
	Iteration 37Q: 3 clusters Score -1029357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1029359.375000 Penalty: 4484.205566
	Iteration 38Q: 3 clusters Score -1029359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1029363.937500 Penalty: 4484.205566
	Iteration 39Q: 3 clusters Score -1029364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1029369.250000 Penalty: 4484.205566
	Iteration 40F: 3 clusters Score -1029369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1029374.375000 Penalty: 4484.205566
	Iteration 41Q: 3 clusters Score -1029374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1029379.500000 Penalty: 4484.205566
	Iteration 42Q: 3 clusters Score -1029380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1029377.187500 Penalty: 4484.205566
	Iteration 43Q: 3 clusters Score -1029377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1029378.687500 Penalty: 4484.205566
	Iteration 44Q: 3 clusters Score -1029379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1029378.687500 Penalty: 4484.205566
	Iteration 45F: 3 clusters Score -1029379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Entering Unmasked Estep 
Score: -3816662.750000 Penalty: 2547.801758
	Iteration 0F: 2 clusters Score -3816663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3796740.000000 Penalty: 5095.603516
	Iteration 0F: 3 clusters Score -3796740 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3803637.750000 Penalty: 5095.603516
	Iteration 1F: 3 clusters Score -3803638 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3804073.500000 Penalty: 5095.603516
	Iteration 2Q: 3 clusters Score -3804074 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3804455.250000 Penalty: 5095.603516
	Iteration 3Q: 3 clusters Score -3804455 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3804788.000000 Penalty: 5095.603516
	Iteration 4Q: 3 clusters Score -3804788 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3805091.500000 Penalty: 5095.603516
	Iteration 5Q: 3 clusters Score -3805092 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3805373.750000 Penalty: 5095.603516
	Iteration 6Q: 3 clusters Score -3805374 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3805714.000000 Penalty: 5095.603516
	Iteration 7Q: 3 clusters Score -3805714 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3806129.750000 Penalty: 5095.603516
	Iteration 8Q: 3 clusters Score -3806130 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3806768.500000 Penalty: 5095.603516
	Iteration 9Q: 3 clusters Score -3806768 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3807697.000000 Penalty: 5095.603516
	Iteration 10F: 3 clusters Score -3807697 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3808864.250000 Penalty: 5095.603516
	Iteration 11F: 3 clusters Score -3808864 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3810132.000000 Penalty: 5095.603516
	Iteration 12F: 3 clusters Score -3810132 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3811378.500000 Penalty: 5095.603516
	Iteration 13F: 3 clusters Score -3811378 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3812387.000000 Penalty: 5095.603516
	Iteration 14Q: 3 clusters Score -3812387 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3813170.000000 Penalty: 5095.603516
	Iteration 15Q: 3 clusters Score -3813170 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3813680.000000 Penalty: 5095.603516
	Iteration 16Q: 3 clusters Score -3813680 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3813980.250000 Penalty: 5095.603516
	Iteration 17Q: 3 clusters Score -3813980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3814165.500000 Penalty: 5095.603516
	Iteration 18Q: 3 clusters Score -3814166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3814277.500000 Penalty: 5095.603516
	Iteration 19Q: 3 clusters Score -3814278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3814345.500000 Penalty: 5095.603516
	Iteration 20F: 3 clusters Score -3814346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3814392.500000 Penalty: 5095.603516
	Iteration 21Q: 3 clusters Score -3814392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3814424.750000 Penalty: 5095.603516
	Iteration 22Q: 3 clusters Score -3814425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3814449.750000 Penalty: 5095.603516
	Iteration 23Q: 3 clusters Score -3814450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3814463.750000 Penalty: 5095.603516
	Iteration 24Q: 3 clusters Score -3814464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3814477.750000 Penalty: 5095.603516
	Iteration 25Q: 3 clusters Score -3814478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3814489.500000 Penalty: 5095.603516
	Iteration 26Q: 3 clusters Score -3814490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3814497.250000 Penalty: 5095.603516
	Iteration 27Q: 3 clusters Score -3814497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3814498.750000 Penalty: 5095.603516
	Iteration 28Q: 3 clusters Score -3814499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3814504.500000 Penalty: 5095.603516
	Iteration 29Q: 3 clusters Score -3814504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3814511.500000 Penalty: 5095.603516
	Iteration 30Q: 3 clusters Score -3814512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3814514.000000 Penalty: 5095.603516
	Iteration 31Q: 3 clusters Score -3814514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3814514.250000 Penalty: 5095.603516
	Iteration 32Q: 3 clusters Score -3814514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3814514.250000 Penalty: 5095.603516
	Iteration 33F: 3 clusters Score -3814514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Entering Unmasked Estep 
Score: -2657690.750000 Penalty: 2451.749756
	Iteration 0F: 2 clusters Score -2657691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2643759.500000 Penalty: 4903.499512
	Iteration 0F: 3 clusters Score -2643760 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2648454.250000 Penalty: 4903.499512
	Iteration 1F: 3 clusters Score -2648454 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2648858.500000 Penalty: 4903.499512
	Iteration 2F: 3 clusters Score -2648858 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2649234.000000 Penalty: 4903.499512
	Iteration 3Q: 3 clusters Score -2649234 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2649639.500000 Penalty: 4903.499512
	Iteration 4Q: 3 clusters Score -2649640 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2650034.250000 Penalty: 4903.499512
	Iteration 5Q: 3 clusters Score -2650034 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2650541.750000 Penalty: 4903.499512
	Iteration 6Q: 3 clusters Score -2650542 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2651111.750000 Penalty: 4903.499512
	Iteration 7F: 3 clusters Score -2651112 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2651722.000000 Penalty: 4903.499512
	Iteration 8F: 3 clusters Score -2651722 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2652394.250000 Penalty: 4903.499512
	Iteration 9Q: 3 clusters Score -2652394 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2653083.000000 Penalty: 4903.499512
	Iteration 10Q: 3 clusters Score -2653083 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2653740.000000 Penalty: 4903.499512
	Iteration 11Q: 3 clusters Score -2653740 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2654246.250000 Penalty: 4903.499512
	Iteration 12Q: 3 clusters Score -2654246 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2654583.250000 Penalty: 4903.499512
	Iteration 13Q: 3 clusters Score -2654583 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2654815.000000 Penalty: 4903.499512
	Iteration 14Q: 3 clusters Score -2654815 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2654965.000000 Penalty: 4903.499512
	Iteration 15Q: 3 clusters Score -2654965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2655047.500000 Penalty: 4903.499512
	Iteration 16Q: 3 clusters Score -2655048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2655110.750000 Penalty: 4903.499512
	Iteration 17Q: 3 clusters Score -2655111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2655156.000000 Penalty: 4903.499512
	Iteration 18Q: 3 clusters Score -2655156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2655201.750000 Penalty: 4903.499512
	Iteration 19Q: 3 clusters Score -2655202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2655226.250000 Penalty: 4903.499512
	Iteration 20F: 3 clusters Score -2655226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2655243.500000 Penalty: 4903.499512
	Iteration 21Q: 3 clusters Score -2655244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2655271.000000 Penalty: 4903.499512
	Iteration 22Q: 3 clusters Score -2655271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2655283.000000 Penalty: 4903.499512
	Iteration 23Q: 3 clusters Score -2655283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2655293.000000 Penalty: 4903.499512
	Iteration 24Q: 3 clusters Score -2655293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2655303.750000 Penalty: 4903.499512
	Iteration 25Q: 3 clusters Score -2655304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2655308.250000 Penalty: 4903.499512
	Iteration 26Q: 3 clusters Score -2655308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2655321.500000 Penalty: 4903.499512
	Iteration 27Q: 3 clusters Score -2655322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2655327.000000 Penalty: 4903.499512
	Iteration 28Q: 3 clusters Score -2655327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2655347.500000 Penalty: 4903.499512
	Iteration 29Q: 3 clusters Score -2655348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2655356.500000 Penalty: 4903.499512
	Iteration 30Q: 3 clusters Score -2655356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2655378.500000 Penalty: 4903.499512
	Iteration 31Q: 3 clusters Score -2655378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2655394.500000 Penalty: 4903.499512
	Iteration 32Q: 3 clusters Score -2655394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2655408.500000 Penalty: 4903.499512
	Iteration 33Q: 3 clusters Score -2655408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2655418.250000 Penalty: 4903.499512
	Iteration 34Q: 3 clusters Score -2655418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2655419.000000 Penalty: 4903.499512
	Iteration 35Q: 3 clusters Score -2655419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2655425.500000 Penalty: 4903.499512
	Iteration 36Q: 3 clusters Score -2655426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2655434.500000 Penalty: 4903.499512
	Iteration 37Q: 3 clusters Score -2655434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2655434.500000 Penalty: 4903.499512
	Iteration 38Q: 3 clusters Score -2655434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2655440.000000 Penalty: 4903.499512
	Iteration 39Q: 3 clusters Score -2655440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2655445.250000 Penalty: 4903.499512
	Iteration 40F: 3 clusters Score -2655445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2655454.500000 Penalty: 4903.499512
	Iteration 41Q: 3 clusters Score -2655454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2655455.500000 Penalty: 4903.499512
	Iteration 42Q: 3 clusters Score -2655456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2655461.500000 Penalty: 4903.499512
	Iteration 43Q: 3 clusters Score -2655462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2655472.000000 Penalty: 4903.499512
	Iteration 44Q: 3 clusters Score -2655472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2655473.750000 Penalty: 4903.499512
	Iteration 45Q: 3 clusters Score -2655474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2655482.750000 Penalty: 4903.499512
	Iteration 46Q: 3 clusters Score -2655483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2655479.500000 Penalty: 4903.499512
	Iteration 47Q: 3 clusters Score -2655480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2655483.750000 Penalty: 4903.499512
	Iteration 48Q: 3 clusters Score -2655484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2655483.000000 Penalty: 4903.499512
	Iteration 49Q: 3 clusters Score -2655483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2655486.000000 Penalty: 4903.499512
	Iteration 50Q: 3 clusters Score -2655486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2655486.750000 Penalty: 4903.499512
	Iteration 51Q: 3 clusters Score -2655487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2655480.750000 Penalty: 4903.499512
	Iteration 52Q: 3 clusters Score -2655481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2655480.000000 Penalty: 4903.499512
	Iteration 53Q: 3 clusters Score -2655480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2655483.250000 Penalty: 4903.499512
	Iteration 54Q: 3 clusters Score -2655483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2655484.000000 Penalty: 4903.499512
	Iteration 55Q: 3 clusters Score -2655484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2655487.000000 Penalty: 4903.499512
	Iteration 56Q: 3 clusters Score -2655487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2655486.250000 Penalty: 4903.499512
	Iteration 57Q: 3 clusters Score -2655486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2655490.000000 Penalty: 4903.499512
	Iteration 58Q: 3 clusters Score -2655490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2655492.500000 Penalty: 4903.499512
	Iteration 59Q: 3 clusters Score -2655492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2655495.500000 Penalty: 4903.499512
	Iteration 60F: 3 clusters Score -2655496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2655497.500000 Penalty: 4903.499512
	Iteration 61Q: 3 clusters Score -2655498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2655497.250000 Penalty: 4903.499512
	Iteration 62Q: 3 clusters Score -2655497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2655495.000000 Penalty: 4903.499512
	Iteration 63Q: 3 clusters Score -2655495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2655494.500000 Penalty: 4903.499512
	Iteration 64Q: 3 clusters Score -2655494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2655496.750000 Penalty: 4903.499512
	Iteration 65Q: 3 clusters Score -2655497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2655496.000000 Penalty: 4903.499512
	Iteration 66Q: 3 clusters Score -2655496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2655497.250000 Penalty: 4903.499512
	Iteration 67Q: 3 clusters Score -2655497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2655495.250000 Penalty: 4903.499512
	Iteration 68Q: 3 clusters Score -2655495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2655494.750000 Penalty: 4903.499512
	Iteration 69Q: 3 clusters Score -2655495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2655498.500000 Penalty: 4903.499512
	Iteration 70Q: 3 clusters Score -2655498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2655502.250000 Penalty: 4903.499512
	Iteration 71Q: 3 clusters Score -2655502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2655506.250000 Penalty: 4903.499512
	Iteration 72Q: 3 clusters Score -2655506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2655507.750000 Penalty: 4903.499512
	Iteration 73Q: 3 clusters Score -2655508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2655509.000000 Penalty: 4903.499512
	Iteration 74Q: 3 clusters Score -2655509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2655512.250000 Penalty: 4903.499512
	Iteration 75Q: 3 clusters Score -2655512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2655514.250000 Penalty: 4903.499512
	Iteration 76Q: 3 clusters Score -2655514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2655514.000000 Penalty: 4903.499512
	Iteration 77Q: 3 clusters Score -2655514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2655515.500000 Penalty: 4903.499512
	Iteration 78Q: 3 clusters Score -2655516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2655514.250000 Penalty: 4903.499512
	Iteration 79Q: 3 clusters Score -2655514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2655514.500000 Penalty: 4903.499512
	Iteration 80F: 3 clusters Score -2655514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2655515.750000 Penalty: 4903.499512
	Iteration 81Q: 3 clusters Score -2655516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2655515.750000 Penalty: 4903.499512
	Iteration 82F: 3 clusters Score -2655516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -1105140.750000 Penalty: 2256.764160
	Iteration 0F: 2 clusters Score -1105141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1098161.125000 Penalty: 4513.528320
	Iteration 0F: 3 clusters Score -1098161 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1100217.750000 Penalty: 4513.528320
	Iteration 1F: 3 clusters Score -1100218 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1100546.625000 Penalty: 4513.528320
	Iteration 2F: 3 clusters Score -1100547 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1100816.250000 Penalty: 4513.528320
	Iteration 3F: 3 clusters Score -1100816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1101059.125000 Penalty: 4513.528320
	Iteration 4Q: 3 clusters Score -1101059 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1101286.125000 Penalty: 4513.528320
	Iteration 5Q: 3 clusters Score -1101286 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1101540.750000 Penalty: 4513.528320
	Iteration 6Q: 3 clusters Score -1101541 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1101848.125000 Penalty: 4513.528320
	Iteration 7Q: 3 clusters Score -1101848 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1102198.250000 Penalty: 4513.528320
	Iteration 8Q: 3 clusters Score -1102198 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1102500.750000 Penalty: 4513.528320
	Iteration 9Q: 3 clusters Score -1102501 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1102774.125000 Penalty: 4513.528320
	Iteration 10Q: 3 clusters Score -1102774 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1103021.250000 Penalty: 4513.528320
	Iteration 11Q: 3 clusters Score -1103021 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1103199.375000 Penalty: 4513.528320
	Iteration 12Q: 3 clusters Score -1103199 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1103341.750000 Penalty: 4513.528320
	Iteration 13Q: 3 clusters Score -1103342 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1103463.500000 Penalty: 4513.528320
	Iteration 14Q: 3 clusters Score -1103464 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1103542.500000 Penalty: 4513.528320
	Iteration 15Q: 3 clusters Score -1103542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1103601.375000 Penalty: 4513.528320
	Iteration 16Q: 3 clusters Score -1103601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1103650.250000 Penalty: 4513.528320
	Iteration 17Q: 3 clusters Score -1103650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1103681.125000 Penalty: 4513.528320
	Iteration 18Q: 3 clusters Score -1103681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1103696.375000 Penalty: 4513.528320
	Iteration 19Q: 3 clusters Score -1103696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1103708.000000 Penalty: 4513.528320
	Iteration 20F: 3 clusters Score -1103708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1103720.375000 Penalty: 4513.528320
	Iteration 21Q: 3 clusters Score -1103720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1103736.000000 Penalty: 4513.528320
	Iteration 22Q: 3 clusters Score -1103736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1103741.875000 Penalty: 4513.528320
	Iteration 23Q: 3 clusters Score -1103742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1103751.125000 Penalty: 4513.528320
	Iteration 24Q: 3 clusters Score -1103751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1103759.750000 Penalty: 4513.528320
	Iteration 25Q: 3 clusters Score -1103760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1103767.000000 Penalty: 4513.528320
	Iteration 26Q: 3 clusters Score -1103767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1103773.375000 Penalty: 4513.528320
	Iteration 27Q: 3 clusters Score -1103773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1103775.500000 Penalty: 4513.528320
	Iteration 28Q: 3 clusters Score -1103776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1103776.750000 Penalty: 4513.528320
	Iteration 29Q: 3 clusters Score -1103777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1103780.125000 Penalty: 4513.528320
	Iteration 30Q: 3 clusters Score -1103780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1103786.125000 Penalty: 4513.528320
	Iteration 31Q: 3 clusters Score -1103786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1103787.125000 Penalty: 4513.528320
	Iteration 32Q: 3 clusters Score -1103787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1103791.750000 Penalty: 4513.528320
	Iteration 33Q: 3 clusters Score -1103792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1103792.625000 Penalty: 4513.528320
	Iteration 34Q: 3 clusters Score -1103793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1103796.625000 Penalty: 4513.528320
	Iteration 35Q: 3 clusters Score -1103797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1103797.000000 Penalty: 4513.528320
	Iteration 36Q: 3 clusters Score -1103797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1103797.875000 Penalty: 4513.528320
	Iteration 37Q: 3 clusters Score -1103798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1103799.250000 Penalty: 4513.528320
	Iteration 38Q: 3 clusters Score -1103799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1103802.125000 Penalty: 4513.528320
	Iteration 39Q: 3 clusters Score -1103802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1103802.500000 Penalty: 4513.528320
	Iteration 40F: 3 clusters Score -1103802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1103801.250000 Penalty: 4513.528320
	Iteration 41Q: 3 clusters Score -1103801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1103803.875000 Penalty: 4513.528320
	Iteration 42Q: 3 clusters Score -1103804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1103805.625000 Penalty: 4513.528320
	Iteration 43Q: 3 clusters Score -1103806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1103805.875000 Penalty: 4513.528320
	Iteration 44Q: 3 clusters Score -1103806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1103808.625000 Penalty: 4513.528320
	Iteration 45Q: 3 clusters Score -1103809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1103809.125000 Penalty: 4513.528320
	Iteration 46Q: 3 clusters Score -1103809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1103809.000000 Penalty: 4513.528320
	Iteration 47Q: 3 clusters Score -1103809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1103809.250000 Penalty: 4513.528320
	Iteration 48Q: 3 clusters Score -1103809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1103809.250000 Penalty: 4513.528320
	Iteration 49Q: 3 clusters Score -1103809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1103809.625000 Penalty: 4513.528320
	Iteration 50Q: 3 clusters Score -1103810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1103810.500000 Penalty: 4513.528320
	Iteration 51Q: 3 clusters Score -1103810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1103812.750000 Penalty: 4513.528320
	Iteration 52Q: 3 clusters Score -1103813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1103814.000000 Penalty: 4513.528320
	Iteration 53Q: 3 clusters Score -1103814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1103812.500000 Penalty: 4513.528320
	Iteration 54Q: 3 clusters Score -1103812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1103813.500000 Penalty: 4513.528320
	Iteration 55Q: 3 clusters Score -1103814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1103817.000000 Penalty: 4513.528320
	Iteration 56Q: 3 clusters Score -1103817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1103818.250000 Penalty: 4513.528320
	Iteration 57Q: 3 clusters Score -1103818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1103818.250000 Penalty: 4513.528320
	Iteration 58F: 3 clusters Score -1103818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (136573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Entering Unmasked Estep 
Score: -17881504.000000 Penalty: 2932.504395
	Iteration 0F: 2 clusters Score -1.78815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -17790968.000000 Penalty: 5865.008789
	Iteration 0F: 3 clusters Score -1.779097e+07 nChanged 65156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -17828458.000000 Penalty: 5865.008789
	Iteration 1F: 3 clusters Score -1.782846e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -17830172.000000 Penalty: 5865.008789
	Iteration 2Q: 3 clusters Score -1.783017e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -17833654.000000 Penalty: 5865.008789
	Iteration 3Q: 3 clusters Score -1.783365e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -17840364.000000 Penalty: 5865.008789
	Iteration 4F: 3 clusters Score -1.784036e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -17849402.000000 Penalty: 5865.008789
	Iteration 5F: 3 clusters Score -1.78494e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -17857832.000000 Penalty: 5865.008789
	Iteration 6F: 3 clusters Score -1.785783e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -17863286.000000 Penalty: 5865.008789
	Iteration 7F: 3 clusters Score -1.786329e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -17866436.000000 Penalty: 5865.008789
	Iteration 8Q: 3 clusters Score -1.786644e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -17868500.000000 Penalty: 5865.008789
	Iteration 9Q: 3 clusters Score -1.78685e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -17870050.000000 Penalty: 5865.008789
	Iteration 10Q: 3 clusters Score -1.787005e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124046 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -17871578.000000 Penalty: 5865.008789
	Iteration 11Q: 3 clusters Score -1.787158e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -17872960.000000 Penalty: 5865.008789
	Iteration 12Q: 3 clusters Score -1.787296e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129398 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -17874378.000000 Penalty: 5865.008789
	Iteration 13Q: 3 clusters Score -1.787438e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -17875820.000000 Penalty: 5865.008789
	Iteration 14Q: 3 clusters Score -1.787582e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -17876870.000000 Penalty: 5865.008789
	Iteration 15Q: 3 clusters Score -1.787687e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17877686.000000 Penalty: 5865.008789
	Iteration 16Q: 3 clusters Score -1.787769e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -17878162.000000 Penalty: 5865.008789
	Iteration 17Q: 3 clusters Score -1.787816e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17878486.000000 Penalty: 5865.008789
	Iteration 18Q: 3 clusters Score -1.787849e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135665 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17878656.000000 Penalty: 5865.008789
	Iteration 19Q: 3 clusters Score -1.787866e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17878772.000000 Penalty: 5865.008789
	Iteration 20F: 3 clusters Score -1.787877e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17878834.000000 Penalty: 5865.008789
	Iteration 21Q: 3 clusters Score -1.787883e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135952 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -17878872.000000 Penalty: 5865.008789
	Iteration 22Q: 3 clusters Score -1.787887e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17878894.000000 Penalty: 5865.008789
	Iteration 23Q: 3 clusters Score -1.787889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17878920.000000 Penalty: 5865.008789
	Iteration 24Q: 3 clusters Score -1.787892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17878966.000000 Penalty: 5865.008789
	Iteration 25Q: 3 clusters Score -1.787897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17878966.000000 Penalty: 5865.008789
	Iteration 26Q: 3 clusters Score -1.787897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136045 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17878972.000000 Penalty: 5865.008789
	Iteration 27Q: 3 clusters Score -1.787897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -17878986.000000 Penalty: 5865.008789
	Iteration 28Q: 3 clusters Score -1.787899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -17879006.000000 Penalty: 5865.008789
	Iteration 29Q: 3 clusters Score -1.787901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -17879012.000000 Penalty: 5865.008789
	Iteration 30Q: 3 clusters Score -1.787901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17879026.000000 Penalty: 5865.008789
	Iteration 31Q: 3 clusters Score -1.787903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17879020.000000 Penalty: 5865.008789
	Iteration 32Q: 3 clusters Score -1.787902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -17879034.000000 Penalty: 5865.008789
	Iteration 33Q: 3 clusters Score -1.787903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17879044.000000 Penalty: 5865.008789
	Iteration 34Q: 3 clusters Score -1.787904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17879034.000000 Penalty: 5865.008789
	Iteration 35Q: 3 clusters Score -1.787903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17879032.000000 Penalty: 5865.008789
	Iteration 36Q: 3 clusters Score -1.787903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17879048.000000 Penalty: 5865.008789
	Iteration 37Q: 3 clusters Score -1.787905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17879048.000000 Penalty: 5865.008789
	Iteration 38Q: 3 clusters Score -1.787905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17879052.000000 Penalty: 5865.008789
	Iteration 39Q: 3 clusters Score -1.787905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17879058.000000 Penalty: 5865.008789
	Iteration 40F: 3 clusters Score -1.787906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136102 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -17879058.000000 Penalty: 5865.008789
	Iteration 41Q: 3 clusters Score -1.787906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17879054.000000 Penalty: 5865.008789
	Iteration 42Q: 3 clusters Score -1.787905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17879054.000000 Penalty: 5865.008789
	Iteration 43F: 3 clusters Score -1.787905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (232144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232144 members 
Entering Unmasked Estep 
Score: -31037448.000000 Penalty: 3064.068115
	Iteration 0F: 2 clusters Score -3.103745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 116315 members 
Entering Unmasked Estep 
Score: -30898794.000000 Penalty: 6128.136230
	Iteration 0F: 3 clusters Score -3.089879e+07 nChanged 111672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -30964572.000000 Penalty: 6128.136230
	Iteration 1F: 3 clusters Score -3.096457e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -30965902.000000 Penalty: 6128.136230
	Iteration 2Q: 3 clusters Score -3.09659e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -30968056.000000 Penalty: 6128.136230
	Iteration 3Q: 3 clusters Score -3.096806e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -30971594.000000 Penalty: 6128.136230
	Iteration 4Q: 3 clusters Score -3.097159e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -30977388.000000 Penalty: 6128.136230
	Iteration 5F: 3 clusters Score -3.097739e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 161279 members 
Entering Unmasked Estep 
Score: -30986898.000000 Penalty: 6128.136230
	Iteration 6F: 3 clusters Score -3.09869e+07 nChanged 17708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 178587 members 
Entering Unmasked Estep 
Score: -31000812.000000 Penalty: 6128.136230
	Iteration 7F: 3 clusters Score -3.100081e+07 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 195670 members 
Entering Unmasked Estep 
Score: -31014658.000000 Penalty: 6128.136230
	Iteration 8F: 3 clusters Score -3.101466e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 209091 members 
Entering Unmasked Estep 
Score: -31024484.000000 Penalty: 6128.136230
	Iteration 9F: 3 clusters Score -3.102448e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 217615 members 
Entering Unmasked Estep 
Score: -31030564.000000 Penalty: 6128.136230
	Iteration 10Q: 3 clusters Score -3.103056e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 222665 members 
Entering Unmasked Estep 
Score: -31033496.000000 Penalty: 6128.136230
	Iteration 11Q: 3 clusters Score -3.10335e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 225488 members 
Entering Unmasked Estep 
Score: -31034876.000000 Penalty: 6128.136230
	Iteration 12Q: 3 clusters Score -3.103488e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 227099 members 
Entering Unmasked Estep 
Score: -31035712.000000 Penalty: 6128.136230
	Iteration 13Q: 3 clusters Score -3.103571e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 228049 members 
Entering Unmasked Estep 
Score: -31036124.000000 Penalty: 6128.136230
	Iteration 14Q: 3 clusters Score -3.103612e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 228645 members 
Entering Unmasked Estep 
Score: -31036304.000000 Penalty: 6128.136230
	Iteration 15Q: 3 clusters Score -3.10363e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 229023 members 
Entering Unmasked Estep 
Score: -31036348.000000 Penalty: 6128.136230
	Iteration 16Q: 3 clusters Score -3.103635e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 229286 members 
Entering Unmasked Estep 
Score: -31036370.000000 Penalty: 6128.136230
	Iteration 17Q: 3 clusters Score -3.103637e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 229470 members 
Entering Unmasked Estep 
Score: -31036462.000000 Penalty: 6128.136230
	Iteration 18Q: 3 clusters Score -3.103646e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 229614 members 
Entering Unmasked Estep 
Score: -31036520.000000 Penalty: 6128.136230
	Iteration 19Q: 3 clusters Score -3.103652e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 229726 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 20F: 3 clusters Score -3.103651e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 229803 members 
Entering Unmasked Estep 
Score: -31036542.000000 Penalty: 6128.136230
	Iteration 21Q: 3 clusters Score -3.103654e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 229855 members 
Entering Unmasked Estep 
Score: -31036564.000000 Penalty: 6128.136230
	Iteration 22Q: 3 clusters Score -3.103656e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 229898 members 
Entering Unmasked Estep 
Score: -31036542.000000 Penalty: 6128.136230
	Iteration 23Q: 3 clusters Score -3.103654e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 229928 members 
Entering Unmasked Estep 
Score: -31036510.000000 Penalty: 6128.136230
	Iteration 24Q: 3 clusters Score -3.103651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 229949 members 
Entering Unmasked Estep 
Score: -31036476.000000 Penalty: 6128.136230
	Iteration 25Q: 3 clusters Score -3.103648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 229960 members 
Entering Unmasked Estep 
Score: -31036510.000000 Penalty: 6128.136230
	Iteration 26Q: 3 clusters Score -3.103651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 229974 members 
Entering Unmasked Estep 
Score: -31036498.000000 Penalty: 6128.136230
	Iteration 27Q: 3 clusters Score -3.10365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 229995 members 
Entering Unmasked Estep 
Score: -31036492.000000 Penalty: 6128.136230
	Iteration 28Q: 3 clusters Score -3.103649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 230010 members 
Entering Unmasked Estep 
Score: -31036486.000000 Penalty: 6128.136230
	Iteration 29Q: 3 clusters Score -3.103649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 230034 members 
Entering Unmasked Estep 
Score: -31036472.000000 Penalty: 6128.136230
	Iteration 30Q: 3 clusters Score -3.103647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 230056 members 
Entering Unmasked Estep 
Score: -31036476.000000 Penalty: 6128.136230
	Iteration 31Q: 3 clusters Score -3.103648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 230070 members 
Entering Unmasked Estep 
Score: -31036480.000000 Penalty: 6128.136230
	Iteration 32Q: 3 clusters Score -3.103648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 230086 members 
Entering Unmasked Estep 
Score: -31036456.000000 Penalty: 6128.136230
	Iteration 33Q: 3 clusters Score -3.103646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 230094 members 
Entering Unmasked Estep 
Score: -31036468.000000 Penalty: 6128.136230
	Iteration 34Q: 3 clusters Score -3.103647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 230101 members 
Entering Unmasked Estep 
Score: -31036478.000000 Penalty: 6128.136230
	Iteration 35Q: 3 clusters Score -3.103648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 230103 members 
Entering Unmasked Estep 
Score: -31036482.000000 Penalty: 6128.136230
	Iteration 36Q: 3 clusters Score -3.103648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 230104 members 
Entering Unmasked Estep 
Score: -31036486.000000 Penalty: 6128.136230
	Iteration 37Q: 3 clusters Score -3.103649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -31036466.000000 Penalty: 6128.136230
	Iteration 38Q: 3 clusters Score -3.103647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 230112 members 
Entering Unmasked Estep 
Score: -31036470.000000 Penalty: 6128.136230
	Iteration 39Q: 3 clusters Score -3.103647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 230111 members 
Entering Unmasked Estep 
Score: -31036508.000000 Penalty: 6128.136230
	Iteration 40F: 3 clusters Score -3.103651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 230111 members 
Entering Unmasked Estep 
Score: -31036516.000000 Penalty: 6128.136230
	Iteration 41Q: 3 clusters Score -3.103652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 230110 members 
Entering Unmasked Estep 
Score: -31036518.000000 Penalty: 6128.136230
	Iteration 42Q: 3 clusters Score -3.103652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 230117 members 
Entering Unmasked Estep 
Score: -31036528.000000 Penalty: 6128.136230
	Iteration 43Q: 3 clusters Score -3.103653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 230120 members 
Entering Unmasked Estep 
Score: -31036516.000000 Penalty: 6128.136230
	Iteration 44Q: 3 clusters Score -3.103652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 230133 members 
Entering Unmasked Estep 
Score: -31036530.000000 Penalty: 6128.136230
	Iteration 45Q: 3 clusters Score -3.103653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -31036524.000000 Penalty: 6128.136230
	Iteration 46Q: 3 clusters Score -3.103652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -31036514.000000 Penalty: 6128.136230
	Iteration 47Q: 3 clusters Score -3.103651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 230151 members 
Entering Unmasked Estep 
Score: -31036498.000000 Penalty: 6128.136230
	Iteration 48Q: 3 clusters Score -3.10365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 230147 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 49Q: 3 clusters Score -3.103651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 230143 members 
Entering Unmasked Estep 
Score: -31036520.000000 Penalty: 6128.136230
	Iteration 50Q: 3 clusters Score -3.103652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -31036510.000000 Penalty: 6128.136230
	Iteration 51Q: 3 clusters Score -3.103651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 52Q: 3 clusters Score -3.103651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 230143 members 
Entering Unmasked Estep 
Score: -31036504.000000 Penalty: 6128.136230
	Iteration 53Q: 3 clusters Score -3.10365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -31036498.000000 Penalty: 6128.136230
	Iteration 54Q: 3 clusters Score -3.10365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -31036524.000000 Penalty: 6128.136230
	Iteration 55Q: 3 clusters Score -3.103652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -31036524.000000 Penalty: 6128.136230
	Iteration 56Q: 3 clusters Score -3.103652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 230149 members 
Entering Unmasked Estep 
Score: -31036530.000000 Penalty: 6128.136230
	Iteration 57Q: 3 clusters Score -3.103653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -31036544.000000 Penalty: 6128.136230
	Iteration 58Q: 3 clusters Score -3.103654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 230159 members 
Entering Unmasked Estep 
Score: -31036538.000000 Penalty: 6128.136230
	Iteration 59Q: 3 clusters Score -3.103654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 230156 members 
Entering Unmasked Estep 
Score: -31036540.000000 Penalty: 6128.136230
	Iteration 60F: 3 clusters Score -3.103654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -31036560.000000 Penalty: 6128.136230
	Iteration 61Q: 3 clusters Score -3.103656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -31036544.000000 Penalty: 6128.136230
	Iteration 62Q: 3 clusters Score -3.103654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -31036538.000000 Penalty: 6128.136230
	Iteration 63Q: 3 clusters Score -3.103654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 230153 members 
Entering Unmasked Estep 
Score: -31036548.000000 Penalty: 6128.136230
	Iteration 64Q: 3 clusters Score -3.103655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 230151 members 
Entering Unmasked Estep 
Score: -31036552.000000 Penalty: 6128.136230
	Iteration 65Q: 3 clusters Score -3.103655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -31036540.000000 Penalty: 6128.136230
	Iteration 66Q: 3 clusters Score -3.103654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -31036510.000000 Penalty: 6128.136230
	Iteration 67Q: 3 clusters Score -3.103651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -31036508.000000 Penalty: 6128.136230
	Iteration 68Q: 3 clusters Score -3.103651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -31036512.000000 Penalty: 6128.136230
	Iteration 69Q: 3 clusters Score -3.103651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 70Q: 3 clusters Score -3.103651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 230143 members 
Entering Unmasked Estep 
Score: -31036494.000000 Penalty: 6128.136230
	Iteration 71Q: 3 clusters Score -3.103649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036514.000000 Penalty: 6128.136230
	Iteration 72Q: 3 clusters Score -3.103651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036512.000000 Penalty: 6128.136230
	Iteration 73Q: 3 clusters Score -3.103651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036492.000000 Penalty: 6128.136230
	Iteration 74Q: 3 clusters Score -3.103649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 230134 members 
Entering Unmasked Estep 
Score: -31036532.000000 Penalty: 6128.136230
	Iteration 75Q: 3 clusters Score -3.103653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 230134 members 
Entering Unmasked Estep 
Score: -31036542.000000 Penalty: 6128.136230
	Iteration 76Q: 3 clusters Score -3.103654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 230130 members 
Entering Unmasked Estep 
Score: -31036528.000000 Penalty: 6128.136230
	Iteration 77Q: 3 clusters Score -3.103653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 230132 members 
Entering Unmasked Estep 
Score: -31036508.000000 Penalty: 6128.136230
	Iteration 78Q: 3 clusters Score -3.103651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 230134 members 
Entering Unmasked Estep 
Score: -31036510.000000 Penalty: 6128.136230
	Iteration 79Q: 3 clusters Score -3.103651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -31036496.000000 Penalty: 6128.136230
	Iteration 80F: 3 clusters Score -3.10365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 230137 members 
Entering Unmasked Estep 
Score: -31036516.000000 Penalty: 6128.136230
	Iteration 81Q: 3 clusters Score -3.103652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -31036530.000000 Penalty: 6128.136230
	Iteration 82Q: 3 clusters Score -3.103653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036522.000000 Penalty: 6128.136230
	Iteration 83Q: 3 clusters Score -3.103652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 84Q: 3 clusters Score -3.103651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036512.000000 Penalty: 6128.136230
	Iteration 85Q: 3 clusters Score -3.103651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036504.000000 Penalty: 6128.136230
	Iteration 86Q: 3 clusters Score -3.10365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 87Q: 3 clusters Score -3.103651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036502.000000 Penalty: 6128.136230
	Iteration 88Q: 3 clusters Score -3.10365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036516.000000 Penalty: 6128.136230
	Iteration 89Q: 3 clusters Score -3.103652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036500.000000 Penalty: 6128.136230
	Iteration 90Q: 3 clusters Score -3.10365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -31036498.000000 Penalty: 6128.136230
	Iteration 91Q: 3 clusters Score -3.10365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -31036516.000000 Penalty: 6128.136230
	Iteration 92Q: 3 clusters Score -3.103652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -31036520.000000 Penalty: 6128.136230
	Iteration 93Q: 3 clusters Score -3.103652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036506.000000 Penalty: 6128.136230
	Iteration 94Q: 3 clusters Score -3.103651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036504.000000 Penalty: 6128.136230
	Iteration 95Q: 3 clusters Score -3.10365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 230143 members 
Entering Unmasked Estep 
Score: -31036502.000000 Penalty: 6128.136230
	Iteration 96Q: 3 clusters Score -3.10365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036504.000000 Penalty: 6128.136230
	Iteration 97Q: 3 clusters Score -3.10365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31036504.000000 Penalty: 6128.136230
	Iteration 98F: 3 clusters Score -3.10365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Entering Unmasked Estep 
Score: -1161188.500000 Penalty: 2268.185303
	Iteration 0F: 2 clusters Score -1161188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1153934.625000 Penalty: 4536.370605
	Iteration 0F: 3 clusters Score -1153935 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1156077.375000 Penalty: 4536.370605
	Iteration 1F: 3 clusters Score -1156077 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1156395.875000 Penalty: 4536.370605
	Iteration 2F: 3 clusters Score -1156396 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1156695.250000 Penalty: 4536.370605
	Iteration 3F: 3 clusters Score -1156695 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1156980.375000 Penalty: 4536.370605
	Iteration 4F: 3 clusters Score -1156980 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1157290.125000 Penalty: 4536.370605
	Iteration 5F: 3 clusters Score -1157290 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1157652.000000 Penalty: 4536.370605
	Iteration 6F: 3 clusters Score -1157652 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1158025.000000 Penalty: 4536.370605
	Iteration 7F: 3 clusters Score -1158025 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1158407.125000 Penalty: 4536.370605
	Iteration 8F: 3 clusters Score -1158407 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1158739.000000 Penalty: 4536.370605
	Iteration 9Q: 3 clusters Score -1158739 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1159024.625000 Penalty: 4536.370605
	Iteration 10Q: 3 clusters Score -1159025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1159255.500000 Penalty: 4536.370605
	Iteration 11Q: 3 clusters Score -1159256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1159423.875000 Penalty: 4536.370605
	Iteration 12Q: 3 clusters Score -1159424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1159534.875000 Penalty: 4536.370605
	Iteration 13Q: 3 clusters Score -1159535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1159623.500000 Penalty: 4536.370605
	Iteration 14Q: 3 clusters Score -1159624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1159686.125000 Penalty: 4536.370605
	Iteration 15Q: 3 clusters Score -1159686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1159750.125000 Penalty: 4536.370605
	Iteration 16Q: 3 clusters Score -1159750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1159800.500000 Penalty: 4536.370605
	Iteration 17Q: 3 clusters Score -1159800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1159835.875000 Penalty: 4536.370605
	Iteration 18Q: 3 clusters Score -1159836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1159860.000000 Penalty: 4536.370605
	Iteration 19Q: 3 clusters Score -1159860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1159874.750000 Penalty: 4536.370605
	Iteration 20F: 3 clusters Score -1159875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1159891.875000 Penalty: 4536.370605
	Iteration 21Q: 3 clusters Score -1159892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1159897.750000 Penalty: 4536.370605
	Iteration 22Q: 3 clusters Score -1159898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1159911.125000 Penalty: 4536.370605
	Iteration 23Q: 3 clusters Score -1159911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1159919.375000 Penalty: 4536.370605
	Iteration 24Q: 3 clusters Score -1159919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1159923.375000 Penalty: 4536.370605
	Iteration 25Q: 3 clusters Score -1159923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1159930.625000 Penalty: 4536.370605
	Iteration 26Q: 3 clusters Score -1159931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1159936.625000 Penalty: 4536.370605
	Iteration 27Q: 3 clusters Score -1159937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1159939.125000 Penalty: 4536.370605
	Iteration 28Q: 3 clusters Score -1159939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1159939.000000 Penalty: 4536.370605
	Iteration 29Q: 3 clusters Score -1159939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1159938.875000 Penalty: 4536.370605
	Iteration 30Q: 3 clusters Score -1159939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1159938.875000 Penalty: 4536.370605
	Iteration 31F: 3 clusters Score -1159939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -161920.812500 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -161920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159816.187500 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -159816.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160529.421875 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -160529.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161166.968750 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -161167 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161910.312500 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -161910.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162321.703125 Penalty: 3560.180176
	Iteration 4F: 3 clusters Score -162321.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162456.875000 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -162456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -162532.421875 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -162532.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162588.890625 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -162588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162607.250000 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -162607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162618.906250 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -162618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162624.062500 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -162624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162627.593750 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -162627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162629.703125 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -162629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162629.703125 Penalty: 3560.180176
	Iteration 13F: 3 clusters Score -162629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 136573 members 
Mstep: Class 7 contains 232144 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 21734 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 93835 members 
Mstep: Class 16 contains 117919 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 142415 members 
Mstep: Class 20 contains 100449 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 12910 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 8698 members 
Mstep: Class 29 contains 121861 members 
Mstep: Class 30 contains 59687 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
Score: -181094608.000000 Penalty: 115847.835938
Splitting cluster 9 changes total score from -181094928.000000 to -181094608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -584130.000000 Penalty: 2102.759277
	Iteration 0F: 2 clusters Score -584130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -579842.000000 Penalty: 4205.518555
	Iteration 0F: 3 clusters Score -579842 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -581176.500000 Penalty: 4205.518555
	Iteration 1F: 3 clusters Score -581176.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -581736.937500 Penalty: 4205.518555
	Iteration 2F: 3 clusters Score -581736.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -582168.125000 Penalty: 4205.518555
	Iteration 3F: 3 clusters Score -582168.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -582531.625000 Penalty: 4205.518555
	Iteration 4F: 3 clusters Score -582531.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -582805.125000 Penalty: 4205.518555
	Iteration 5F: 3 clusters Score -582805.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -582943.437500 Penalty: 4205.518555
	Iteration 6Q: 3 clusters Score -582943.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -583030.562500 Penalty: 4205.518555
	Iteration 7Q: 3 clusters Score -583030.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -583094.562500 Penalty: 4205.518555
	Iteration 8Q: 3 clusters Score -583094.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -583142.312500 Penalty: 4205.518555
	Iteration 9Q: 3 clusters Score -583142.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -583183.375000 Penalty: 4205.518555
	Iteration 10Q: 3 clusters Score -583183.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -583228.687500 Penalty: 4205.518555
	Iteration 11Q: 3 clusters Score -583228.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -583262.625000 Penalty: 4205.518555
	Iteration 12Q: 3 clusters Score -583262.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -583292.750000 Penalty: 4205.518555
	Iteration 13Q: 3 clusters Score -583292.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -583330.875000 Penalty: 4205.518555
	Iteration 14Q: 3 clusters Score -583330.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -583365.312500 Penalty: 4205.518555
	Iteration 15Q: 3 clusters Score -583365.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -583408.000000 Penalty: 4205.518555
	Iteration 16Q: 3 clusters Score -583408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -583464.125000 Penalty: 4205.518555
	Iteration 17Q: 3 clusters Score -583464.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -583509.187500 Penalty: 4205.518555
	Iteration 18Q: 3 clusters Score -583509.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -583570.500000 Penalty: 4205.518555
	Iteration 19Q: 3 clusters Score -583570.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -583626.062500 Penalty: 4205.518555
	Iteration 20F: 3 clusters Score -583626.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -583675.375000 Penalty: 4205.518555
	Iteration 21Q: 3 clusters Score -583675.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -583713.750000 Penalty: 4205.518555
	Iteration 22Q: 3 clusters Score -583713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -583742.750000 Penalty: 4205.518555
	Iteration 23Q: 3 clusters Score -583742.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -583786.625000 Penalty: 4205.518555
	Iteration 24Q: 3 clusters Score -583786.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -583824.937500 Penalty: 4205.518555
	Iteration 25Q: 3 clusters Score -583824.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -583864.437500 Penalty: 4205.518555
	Iteration 26Q: 3 clusters Score -583864.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -583910.187500 Penalty: 4205.518555
	Iteration 27Q: 3 clusters Score -583910.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -583951.625000 Penalty: 4205.518555
	Iteration 28Q: 3 clusters Score -583951.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -583999.625000 Penalty: 4205.518555
	Iteration 29Q: 3 clusters Score -583999.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -584038.875000 Penalty: 4205.518555
	Iteration 30Q: 3 clusters Score -584038.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -584074.375000 Penalty: 4205.518555
	Iteration 31Q: 3 clusters Score -584074.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -584107.250000 Penalty: 4205.518555
	Iteration 32Q: 3 clusters Score -584107.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -584132.500000 Penalty: 4205.518555
	Iteration 33Q: 3 clusters Score -584132.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -584157.250000 Penalty: 4205.518555
	Iteration 34Q: 3 clusters Score -584157.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -584170.750000 Penalty: 4205.518555
	Iteration 35Q: 3 clusters Score -584170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -584184.437500 Penalty: 4205.518555
	Iteration 36Q: 3 clusters Score -584184.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -584195.937500 Penalty: 4205.518555
	Iteration 37Q: 3 clusters Score -584195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -584211.125000 Penalty: 4205.518555
	Iteration 38Q: 3 clusters Score -584211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -584222.875000 Penalty: 4205.518555
	Iteration 39Q: 3 clusters Score -584222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -584230.437500 Penalty: 4205.518555
	Iteration 40F: 3 clusters Score -584230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -584237.687500 Penalty: 4205.518555
	Iteration 41Q: 3 clusters Score -584237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -584241.875000 Penalty: 4205.518555
	Iteration 42Q: 3 clusters Score -584241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -584243.062500 Penalty: 4205.518555
	Iteration 43Q: 3 clusters Score -584243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -584245.250000 Penalty: 4205.518555
	Iteration 44Q: 3 clusters Score -584245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -584248.750000 Penalty: 4205.518555
	Iteration 45Q: 3 clusters Score -584248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -584249.312500 Penalty: 4205.518555
	Iteration 46Q: 3 clusters Score -584249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -584249.187500 Penalty: 4205.518555
	Iteration 47Q: 3 clusters Score -584249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -584249.625000 Penalty: 4205.518555
	Iteration 48Q: 3 clusters Score -584249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -584250.250000 Penalty: 4205.518555
	Iteration 49Q: 3 clusters Score -584250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -584252.625000 Penalty: 4205.518555
	Iteration 50Q: 3 clusters Score -584252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -584254.500000 Penalty: 4205.518555
	Iteration 51Q: 3 clusters Score -584254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -584255.062500 Penalty: 4205.518555
	Iteration 52Q: 3 clusters Score -584255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -584255.500000 Penalty: 4205.518555
	Iteration 53Q: 3 clusters Score -584255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -584256.437500 Penalty: 4205.518555
	Iteration 54Q: 3 clusters Score -584256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -584259.062500 Penalty: 4205.518555
	Iteration 55Q: 3 clusters Score -584259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -584259.250000 Penalty: 4205.518555
	Iteration 56Q: 3 clusters Score -584259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -584260.375000 Penalty: 4205.518555
	Iteration 57Q: 3 clusters Score -584260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -584260.375000 Penalty: 4205.518555
	Iteration 58F: 3 clusters Score -584260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 136573 members 
Mstep: Class 7 contains 232144 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 21734 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 93835 members 
Mstep: Class 16 contains 117919 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 142415 members 
Mstep: Class 20 contains 100449 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 12910 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 8698 members 
Mstep: Class 29 contains 121861 members 
Mstep: Class 30 contains 59687 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 3759 members 
Entering Unmasked Estep 
Score: -181094864.000000 Penalty: 115847.835938
Splitting cluster 10 changes total score from -181094928.000000 to -181094864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -644973.937500 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -644973.9 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 2649 members 
Entering Unmasked Estep 
Score: -640259.500000 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -640259.5 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -641608.375000 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -641608.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -642081.187500 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -642081.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -642482.937500 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -642482.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -642792.875000 Penalty: 4260.767578
	Iteration 4F: 3 clusters Score -642792.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -643052.562500 Penalty: 4260.767578
	Iteration 5F: 3 clusters Score -643052.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643261.812500 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -643261.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -643386.500000 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -643386.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -643457.500000 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -643457.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -643508.375000 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -643508.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -643551.875000 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -643551.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -643590.437500 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -643590.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -643627.375000 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -643627.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -643648.937500 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -643648.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -643663.125000 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -643663.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -643683.500000 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -643683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -643701.375000 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -643701.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -643723.875000 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -643723.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -643737.312500 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -643737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -643750.375000 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -643750.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -643757.562500 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -643757.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -643764.562500 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -643764.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -643777.750000 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -643777.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -643791.000000 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -643791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -643803.625000 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -643803.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -643817.375000 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -643817.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -643831.500000 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -643831.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -643841.937500 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -643841.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -643855.375000 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -643855.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -643870.500000 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -643870.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -643881.500000 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -643881.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -643884.875000 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -643884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -643892.500000 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -643892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -643896.687500 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -643896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -643900.875000 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -643900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -643905.812500 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -643905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -643908.062500 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -643908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -643910.875000 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -643910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -643911.062500 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -643911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -643912.750000 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -643912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -643912.750000 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -643912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -643912.250000 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -643912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -643915.437500 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -643915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -643917.625000 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -643917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -643919.062500 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -643919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -643920.500000 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -643920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -643922.062500 Penalty: 4260.767578
	Iteration 46Q: 3 clusters Score -643922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -643924.250000 Penalty: 4260.767578
	Iteration 47Q: 3 clusters Score -643924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -643925.937500 Penalty: 4260.767578
	Iteration 48Q: 3 clusters Score -643925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -643928.750000 Penalty: 4260.767578
	Iteration 49Q: 3 clusters Score -643928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -643930.625000 Penalty: 4260.767578
	Iteration 50Q: 3 clusters Score -643930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -643930.625000 Penalty: 4260.767578
	Iteration 51Q: 3 clusters Score -643930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -643931.812500 Penalty: 4260.767578
	Iteration 52Q: 3 clusters Score -643931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -643931.562500 Penalty: 4260.767578
	Iteration 53Q: 3 clusters Score -643931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -643933.937500 Penalty: 4260.767578
	Iteration 54Q: 3 clusters Score -643933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -643935.062500 Penalty: 4260.767578
	Iteration 55Q: 3 clusters Score -643935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -643939.187500 Penalty: 4260.767578
	Iteration 56Q: 3 clusters Score -643939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -643940.437500 Penalty: 4260.767578
	Iteration 57Q: 3 clusters Score -643940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -643943.750000 Penalty: 4260.767578
	Iteration 58Q: 3 clusters Score -643943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -643943.625000 Penalty: 4260.767578
	Iteration 59Q: 3 clusters Score -643943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -643945.187500 Penalty: 4260.767578
	Iteration 60F: 3 clusters Score -643945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Entering Unmasked Estep 
Score: -2826830.000000 Penalty: 2476.685059
	Iteration 0F: 2 clusters Score -2826830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2811646.500000 Penalty: 4953.370117
	Iteration 0F: 3 clusters Score -2811646 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2817175.750000 Penalty: 4953.370117
	Iteration 1F: 3 clusters Score -2817176 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2817971.250000 Penalty: 4953.370117
	Iteration 2F: 3 clusters Score -2817971 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2818943.500000 Penalty: 4953.370117
	Iteration 3F: 3 clusters Score -2818944 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2820024.250000 Penalty: 4953.370117
	Iteration 4F: 3 clusters Score -2820024 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2820996.250000 Penalty: 4953.370117
	Iteration 5F: 3 clusters Score -2820996 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2821835.250000 Penalty: 4953.370117
	Iteration 6F: 3 clusters Score -2821835 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2822582.500000 Penalty: 4953.370117
	Iteration 7F: 3 clusters Score -2822582 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2823288.750000 Penalty: 4953.370117
	Iteration 8Q: 3 clusters Score -2823289 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2823945.750000 Penalty: 4953.370117
	Iteration 9Q: 3 clusters Score -2823946 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2824514.000000 Penalty: 4953.370117
	Iteration 10Q: 3 clusters Score -2824514 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2824867.500000 Penalty: 4953.370117
	Iteration 11Q: 3 clusters Score -2824868 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2825083.750000 Penalty: 4953.370117
	Iteration 12Q: 3 clusters Score -2825084 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2825201.750000 Penalty: 4953.370117
	Iteration 13Q: 3 clusters Score -2825202 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2825281.500000 Penalty: 4953.370117
	Iteration 14Q: 3 clusters Score -2825282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2825351.500000 Penalty: 4953.370117
	Iteration 15Q: 3 clusters Score -2825352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2825405.000000 Penalty: 4953.370117
	Iteration 16Q: 3 clusters Score -2825405 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2825449.500000 Penalty: 4953.370117
	Iteration 17Q: 3 clusters Score -2825450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2825484.750000 Penalty: 4953.370117
	Iteration 18Q: 3 clusters Score -2825485 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2825514.000000 Penalty: 4953.370117
	Iteration 19Q: 3 clusters Score -2825514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2825541.750000 Penalty: 4953.370117
	Iteration 20F: 3 clusters Score -2825542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2825573.000000 Penalty: 4953.370117
	Iteration 21Q: 3 clusters Score -2825573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2825589.000000 Penalty: 4953.370117
	Iteration 22Q: 3 clusters Score -2825589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2825605.250000 Penalty: 4953.370117
	Iteration 23Q: 3 clusters Score -2825605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2825626.250000 Penalty: 4953.370117
	Iteration 24Q: 3 clusters Score -2825626 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2825655.750000 Penalty: 4953.370117
	Iteration 25Q: 3 clusters Score -2825656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2825664.250000 Penalty: 4953.370117
	Iteration 26Q: 3 clusters Score -2825664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2825669.500000 Penalty: 4953.370117
	Iteration 27Q: 3 clusters Score -2825670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2825691.250000 Penalty: 4953.370117
	Iteration 28Q: 3 clusters Score -2825691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2825703.250000 Penalty: 4953.370117
	Iteration 29Q: 3 clusters Score -2825703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2825724.000000 Penalty: 4953.370117
	Iteration 30Q: 3 clusters Score -2825724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2825733.750000 Penalty: 4953.370117
	Iteration 31Q: 3 clusters Score -2825734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2825759.750000 Penalty: 4953.370117
	Iteration 32Q: 3 clusters Score -2825760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2825781.000000 Penalty: 4953.370117
	Iteration 33Q: 3 clusters Score -2825781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2825802.250000 Penalty: 4953.370117
	Iteration 34Q: 3 clusters Score -2825802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2825808.750000 Penalty: 4953.370117
	Iteration 35Q: 3 clusters Score -2825809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2825819.750000 Penalty: 4953.370117
	Iteration 36Q: 3 clusters Score -2825820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2825835.500000 Penalty: 4953.370117
	Iteration 37Q: 3 clusters Score -2825836 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2825852.000000 Penalty: 4953.370117
	Iteration 38Q: 3 clusters Score -2825852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2825874.250000 Penalty: 4953.370117
	Iteration 39Q: 3 clusters Score -2825874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2825878.500000 Penalty: 4953.370117
	Iteration 40F: 3 clusters Score -2825878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2825897.250000 Penalty: 4953.370117
	Iteration 41Q: 3 clusters Score -2825897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2825909.500000 Penalty: 4953.370117
	Iteration 42Q: 3 clusters Score -2825910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2825920.500000 Penalty: 4953.370117
	Iteration 43Q: 3 clusters Score -2825920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2825938.250000 Penalty: 4953.370117
	Iteration 44Q: 3 clusters Score -2825938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2825949.000000 Penalty: 4953.370117
	Iteration 45Q: 3 clusters Score -2825949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2825947.500000 Penalty: 4953.370117
	Iteration 46Q: 3 clusters Score -2825948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2825959.750000 Penalty: 4953.370117
	Iteration 47Q: 3 clusters Score -2825960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2825966.250000 Penalty: 4953.370117
	Iteration 48Q: 3 clusters Score -2825966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2825981.250000 Penalty: 4953.370117
	Iteration 49Q: 3 clusters Score -2825981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2825987.000000 Penalty: 4953.370117
	Iteration 50Q: 3 clusters Score -2825987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2825991.500000 Penalty: 4953.370117
	Iteration 51Q: 3 clusters Score -2825992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2825994.000000 Penalty: 4953.370117
	Iteration 52Q: 3 clusters Score -2825994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2826004.250000 Penalty: 4953.370117
	Iteration 53Q: 3 clusters Score -2826004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2826006.750000 Penalty: 4953.370117
	Iteration 54Q: 3 clusters Score -2826007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2826016.500000 Penalty: 4953.370117
	Iteration 55Q: 3 clusters Score -2826016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2826012.500000 Penalty: 4953.370117
	Iteration 56Q: 3 clusters Score -2826012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2826025.750000 Penalty: 4953.370117
	Iteration 57Q: 3 clusters Score -2826026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2826025.000000 Penalty: 4953.370117
	Iteration 58Q: 3 clusters Score -2826025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2826036.500000 Penalty: 4953.370117
	Iteration 59Q: 3 clusters Score -2826036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2826035.250000 Penalty: 4953.370117
	Iteration 60F: 3 clusters Score -2826035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2826039.750000 Penalty: 4953.370117
	Iteration 61Q: 3 clusters Score -2826040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2826043.000000 Penalty: 4953.370117
	Iteration 62Q: 3 clusters Score -2826043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2826039.000000 Penalty: 4953.370117
	Iteration 63Q: 3 clusters Score -2826039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2826044.250000 Penalty: 4953.370117
	Iteration 64Q: 3 clusters Score -2826044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2826047.500000 Penalty: 4953.370117
	Iteration 65Q: 3 clusters Score -2826048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2826054.750000 Penalty: 4953.370117
	Iteration 66Q: 3 clusters Score -2826055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2826051.000000 Penalty: 4953.370117
	Iteration 67Q: 3 clusters Score -2826051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2826058.250000 Penalty: 4953.370117
	Iteration 68Q: 3 clusters Score -2826058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2826057.500000 Penalty: 4953.370117
	Iteration 69Q: 3 clusters Score -2826058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2826064.500000 Penalty: 4953.370117
	Iteration 70Q: 3 clusters Score -2826064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2826061.750000 Penalty: 4953.370117
	Iteration 71Q: 3 clusters Score -2826062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2826068.000000 Penalty: 4953.370117
	Iteration 72Q: 3 clusters Score -2826068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2826068.500000 Penalty: 4953.370117
	Iteration 73Q: 3 clusters Score -2826068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2826065.250000 Penalty: 4953.370117
	Iteration 74Q: 3 clusters Score -2826065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2826064.500000 Penalty: 4953.370117
	Iteration 75Q: 3 clusters Score -2826064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2826061.500000 Penalty: 4953.370117
	Iteration 76Q: 3 clusters Score -2826062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2826062.500000 Penalty: 4953.370117
	Iteration 77Q: 3 clusters Score -2826062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2826062.250000 Penalty: 4953.370117
	Iteration 78Q: 3 clusters Score -2826062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2826064.500000 Penalty: 4953.370117
	Iteration 79Q: 3 clusters Score -2826064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2826067.500000 Penalty: 4953.370117
	Iteration 80F: 3 clusters Score -2826068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2826068.000000 Penalty: 4953.370117
	Iteration 81Q: 3 clusters Score -2826068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2826067.750000 Penalty: 4953.370117
	Iteration 82Q: 3 clusters Score -2826068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2826068.500000 Penalty: 4953.370117
	Iteration 83Q: 3 clusters Score -2826068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2826067.500000 Penalty: 4953.370117
	Iteration 84Q: 3 clusters Score -2826068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2826067.500000 Penalty: 4953.370117
	Iteration 85F: 3 clusters Score -2826068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Entering Unmasked Estep 
Score: -9066954.000000 Penalty: 2761.501221
	Iteration 0F: 2 clusters Score -9066954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -9020901.000000 Penalty: 5523.002441
	Iteration 0F: 3 clusters Score -9020901 nChanged 32056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -9039207.000000 Penalty: 5523.002441
	Iteration 1F: 3 clusters Score -9039207 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -9039848.000000 Penalty: 5523.002441
	Iteration 2Q: 3 clusters Score -9039848 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -9040504.000000 Penalty: 5523.002441
	Iteration 3Q: 3 clusters Score -9040504 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9041153.000000 Penalty: 5523.002441
	Iteration 4Q: 3 clusters Score -9041153 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -9041817.000000 Penalty: 5523.002441
	Iteration 5Q: 3 clusters Score -9041817 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -9042476.000000 Penalty: 5523.002441
	Iteration 6Q: 3 clusters Score -9042476 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9043322.000000 Penalty: 5523.002441
	Iteration 7Q: 3 clusters Score -9043322 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -9044197.000000 Penalty: 5523.002441
	Iteration 8Q: 3 clusters Score -9044197 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -9045192.000000 Penalty: 5523.002441
	Iteration 9Q: 3 clusters Score -9045192 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -9046389.000000 Penalty: 5523.002441
	Iteration 10Q: 3 clusters Score -9046389 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -9047822.000000 Penalty: 5523.002441
	Iteration 11Q: 3 clusters Score -9047822 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -9049850.000000 Penalty: 5523.002441
	Iteration 12Q: 3 clusters Score -9049850 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -9052096.000000 Penalty: 5523.002441
	Iteration 13Q: 3 clusters Score -9052096 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -9054191.000000 Penalty: 5523.002441
	Iteration 14Q: 3 clusters Score -9054191 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -9055605.000000 Penalty: 5523.002441
	Iteration 15Q: 3 clusters Score -9055605 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -9056699.000000 Penalty: 5523.002441
	Iteration 16Q: 3 clusters Score -9056699 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -9057494.000000 Penalty: 5523.002441
	Iteration 17Q: 3 clusters Score -9057494 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9058183.000000 Penalty: 5523.002441
	Iteration 18Q: 3 clusters Score -9058183 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -9058775.000000 Penalty: 5523.002441
	Iteration 19Q: 3 clusters Score -9058775 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -9059288.000000 Penalty: 5523.002441
	Iteration 20F: 3 clusters Score -9059288 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -9059701.000000 Penalty: 5523.002441
	Iteration 21Q: 3 clusters Score -9059701 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -9060026.000000 Penalty: 5523.002441
	Iteration 22Q: 3 clusters Score -9060026 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -9060260.000000 Penalty: 5523.002441
	Iteration 23Q: 3 clusters Score -9060260 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -9060434.000000 Penalty: 5523.002441
	Iteration 24Q: 3 clusters Score -9060434 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -9060605.000000 Penalty: 5523.002441
	Iteration 25Q: 3 clusters Score -9060605 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -9060810.000000 Penalty: 5523.002441
	Iteration 26Q: 3 clusters Score -9060810 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -9061005.000000 Penalty: 5523.002441
	Iteration 27Q: 3 clusters Score -9061005 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -9061205.000000 Penalty: 5523.002441
	Iteration 28Q: 3 clusters Score -9061205 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -9061487.000000 Penalty: 5523.002441
	Iteration 29Q: 3 clusters Score -9061487 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9061800.000000 Penalty: 5523.002441
	Iteration 30Q: 3 clusters Score -9061800 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -9062159.000000 Penalty: 5523.002441
	Iteration 31Q: 3 clusters Score -9062159 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -9062494.000000 Penalty: 5523.002441
	Iteration 32Q: 3 clusters Score -9062494 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -9062794.000000 Penalty: 5523.002441
	Iteration 33Q: 3 clusters Score -9062794 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -9063060.000000 Penalty: 5523.002441
	Iteration 34Q: 3 clusters Score -9063060 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -9063224.000000 Penalty: 5523.002441
	Iteration 35Q: 3 clusters Score -9063224 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -9063346.000000 Penalty: 5523.002441
	Iteration 36Q: 3 clusters Score -9063346 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -9063477.000000 Penalty: 5523.002441
	Iteration 37Q: 3 clusters Score -9063477 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -9063595.000000 Penalty: 5523.002441
	Iteration 38Q: 3 clusters Score -9063595 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -9063665.000000 Penalty: 5523.002441
	Iteration 39Q: 3 clusters Score -9063665 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -9063786.000000 Penalty: 5523.002441
	Iteration 40F: 3 clusters Score -9063786 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -9063816.000000 Penalty: 5523.002441
	Iteration 41Q: 3 clusters Score -9063816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -9063831.000000 Penalty: 5523.002441
	Iteration 42Q: 3 clusters Score -9063831 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -9063868.000000 Penalty: 5523.002441
	Iteration 43Q: 3 clusters Score -9063868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -9063853.000000 Penalty: 5523.002441
	Iteration 44Q: 3 clusters Score -9063853 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -9063897.000000 Penalty: 5523.002441
	Iteration 45Q: 3 clusters Score -9063897 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -9063877.000000 Penalty: 5523.002441
	Iteration 46Q: 3 clusters Score -9063877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -9063887.000000 Penalty: 5523.002441
	Iteration 47Q: 3 clusters Score -9063887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -9063890.000000 Penalty: 5523.002441
	Iteration 48Q: 3 clusters Score -9063890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -9063902.000000 Penalty: 5523.002441
	Iteration 49Q: 3 clusters Score -9063902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -9063924.000000 Penalty: 5523.002441
	Iteration 50Q: 3 clusters Score -9063924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -9063914.000000 Penalty: 5523.002441
	Iteration 51Q: 3 clusters Score -9063914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -9063920.000000 Penalty: 5523.002441
	Iteration 52Q: 3 clusters Score -9063920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -9063911.000000 Penalty: 5523.002441
	Iteration 53Q: 3 clusters Score -9063911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9063906.000000 Penalty: 5523.002441
	Iteration 54Q: 3 clusters Score -9063906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -9063910.000000 Penalty: 5523.002441
	Iteration 55Q: 3 clusters Score -9063910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -9063918.000000 Penalty: 5523.002441
	Iteration 56Q: 3 clusters Score -9063918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -9063908.000000 Penalty: 5523.002441
	Iteration 57Q: 3 clusters Score -9063908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -9063916.000000 Penalty: 5523.002441
	Iteration 58Q: 3 clusters Score -9063916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -9063922.000000 Penalty: 5523.002441
	Iteration 59Q: 3 clusters Score -9063922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -9063918.000000 Penalty: 5523.002441
	Iteration 60F: 3 clusters Score -9063918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -9063929.000000 Penalty: 5523.002441
	Iteration 61Q: 3 clusters Score -9063929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -9063920.000000 Penalty: 5523.002441
	Iteration 62Q: 3 clusters Score -9063920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -9063917.000000 Penalty: 5523.002441
	Iteration 63Q: 3 clusters Score -9063917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9063915.000000 Penalty: 5523.002441
	Iteration 64Q: 3 clusters Score -9063915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -9063916.000000 Penalty: 5523.002441
	Iteration 65Q: 3 clusters Score -9063916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -9063924.000000 Penalty: 5523.002441
	Iteration 66Q: 3 clusters Score -9063924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -9063923.000000 Penalty: 5523.002441
	Iteration 67Q: 3 clusters Score -9063923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -9063924.000000 Penalty: 5523.002441
	Iteration 68Q: 3 clusters Score -9063924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -9063922.000000 Penalty: 5523.002441
	Iteration 69Q: 3 clusters Score -9063922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -9063932.000000 Penalty: 5523.002441
	Iteration 70Q: 3 clusters Score -9063932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9063935.000000 Penalty: 5523.002441
	Iteration 71Q: 3 clusters Score -9063935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -9063936.000000 Penalty: 5523.002441
	Iteration 72Q: 3 clusters Score -9063936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -9063936.000000 Penalty: 5523.002441
	Iteration 73Q: 3 clusters Score -9063936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -9063923.000000 Penalty: 5523.002441
	Iteration 74Q: 3 clusters Score -9063923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -9063934.000000 Penalty: 5523.002441
	Iteration 75Q: 3 clusters Score -9063934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -9063930.000000 Penalty: 5523.002441
	Iteration 76Q: 3 clusters Score -9063930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -9063926.000000 Penalty: 5523.002441
	Iteration 77Q: 3 clusters Score -9063926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -9063927.000000 Penalty: 5523.002441
	Iteration 78Q: 3 clusters Score -9063927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9063929.000000 Penalty: 5523.002441
	Iteration 79Q: 3 clusters Score -9063929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9063929.000000 Penalty: 5523.002441
	Iteration 80F: 3 clusters Score -9063929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -242556.140625 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -242556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239935.375000 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -239935.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -240692.406250 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -240692.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241063.015625 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -241063 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -241306.546875 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -241306.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -241513.031250 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -241513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -241681.609375 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -241681.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -241783.953125 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -241784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -241855.015625 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -241855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -241893.671875 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -241893.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -241914.078125 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -241914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -241924.968750 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -241925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -241928.156250 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -241928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -241932.906250 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -241932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -241934.937500 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -241934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -241936.328125 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -241936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -241936.531250 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -241936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -241936.687500 Penalty: 3779.626709
	Iteration 16F: 3 clusters Score -241936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -241938.500000 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -241938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -241939.203125 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -241939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -241939.203125 Penalty: 3779.626709
	Iteration 19F: 3 clusters Score -241939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Entering Unmasked Estep 
Score: -12430559.000000 Penalty: 2839.424805
	Iteration 0F: 2 clusters Score -1.243056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -12367907.000000 Penalty: 5678.849609
	Iteration 0F: 3 clusters Score -1.236791e+07 nChanged 44335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -12392764.000000 Penalty: 5678.849609
	Iteration 1F: 3 clusters Score -1.239276e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -12393663.000000 Penalty: 5678.849609
	Iteration 2Q: 3 clusters Score -1.239366e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12394874.000000 Penalty: 5678.849609
	Iteration 3Q: 3 clusters Score -1.239487e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -12396815.000000 Penalty: 5678.849609
	Iteration 4Q: 3 clusters Score -1.239682e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -12400214.000000 Penalty: 5678.849609
	Iteration 5F: 3 clusters Score -1.240021e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -12405345.000000 Penalty: 5678.849609
	Iteration 6F: 3 clusters Score -1.240534e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -12411825.000000 Penalty: 5678.849609
	Iteration 7F: 3 clusters Score -1.241182e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -12417782.000000 Penalty: 5678.849609
	Iteration 8F: 3 clusters Score -1.241778e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -12422020.000000 Penalty: 5678.849609
	Iteration 9Q: 3 clusters Score -1.242202e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -12424249.000000 Penalty: 5678.849609
	Iteration 10Q: 3 clusters Score -1.242425e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -12425498.000000 Penalty: 5678.849609
	Iteration 11Q: 3 clusters Score -1.24255e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -12426236.000000 Penalty: 5678.849609
	Iteration 12Q: 3 clusters Score -1.242624e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -12426699.000000 Penalty: 5678.849609
	Iteration 13Q: 3 clusters Score -1.24267e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -12427069.000000 Penalty: 5678.849609
	Iteration 14Q: 3 clusters Score -1.242707e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -12427326.000000 Penalty: 5678.849609
	Iteration 15Q: 3 clusters Score -1.242733e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -12427514.000000 Penalty: 5678.849609
	Iteration 16Q: 3 clusters Score -1.242751e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -12427702.000000 Penalty: 5678.849609
	Iteration 17Q: 3 clusters Score -1.24277e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -12427797.000000 Penalty: 5678.849609
	Iteration 18Q: 3 clusters Score -1.24278e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -12427873.000000 Penalty: 5678.849609
	Iteration 19Q: 3 clusters Score -1.242787e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -12427954.000000 Penalty: 5678.849609
	Iteration 20F: 3 clusters Score -1.242795e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -12428013.000000 Penalty: 5678.849609
	Iteration 21Q: 3 clusters Score -1.242801e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -12428053.000000 Penalty: 5678.849609
	Iteration 22Q: 3 clusters Score -1.242805e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -12428079.000000 Penalty: 5678.849609
	Iteration 23Q: 3 clusters Score -1.242808e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -12428090.000000 Penalty: 5678.849609
	Iteration 24Q: 3 clusters Score -1.242809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -12428096.000000 Penalty: 5678.849609
	Iteration 25Q: 3 clusters Score -1.24281e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -12428122.000000 Penalty: 5678.849609
	Iteration 26Q: 3 clusters Score -1.242812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -12428143.000000 Penalty: 5678.849609
	Iteration 27Q: 3 clusters Score -1.242814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -12428167.000000 Penalty: 5678.849609
	Iteration 28Q: 3 clusters Score -1.242817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -12428191.000000 Penalty: 5678.849609
	Iteration 29Q: 3 clusters Score -1.242819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -12428199.000000 Penalty: 5678.849609
	Iteration 30Q: 3 clusters Score -1.24282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -12428211.000000 Penalty: 5678.849609
	Iteration 31Q: 3 clusters Score -1.242821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -12428216.000000 Penalty: 5678.849609
	Iteration 32Q: 3 clusters Score -1.242822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -12428217.000000 Penalty: 5678.849609
	Iteration 33Q: 3 clusters Score -1.242822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -12428221.000000 Penalty: 5678.849609
	Iteration 34Q: 3 clusters Score -1.242822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -12428228.000000 Penalty: 5678.849609
	Iteration 35Q: 3 clusters Score -1.242823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -12428234.000000 Penalty: 5678.849609
	Iteration 36Q: 3 clusters Score -1.242823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -12428238.000000 Penalty: 5678.849609
	Iteration 37Q: 3 clusters Score -1.242824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -12428233.000000 Penalty: 5678.849609
	Iteration 38Q: 3 clusters Score -1.242823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -12428241.000000 Penalty: 5678.849609
	Iteration 39Q: 3 clusters Score -1.242824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -12428237.000000 Penalty: 5678.849609
	Iteration 40F: 3 clusters Score -1.242824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -12428253.000000 Penalty: 5678.849609
	Iteration 41Q: 3 clusters Score -1.242825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -12428242.000000 Penalty: 5678.849609
	Iteration 42Q: 3 clusters Score -1.242824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -12428251.000000 Penalty: 5678.849609
	Iteration 43Q: 3 clusters Score -1.242825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -12428252.000000 Penalty: 5678.849609
	Iteration 44Q: 3 clusters Score -1.242825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -12428253.000000 Penalty: 5678.849609
	Iteration 45Q: 3 clusters Score -1.242825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -12428256.000000 Penalty: 5678.849609
	Iteration 46Q: 3 clusters Score -1.242826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -12428257.000000 Penalty: 5678.849609
	Iteration 47Q: 3 clusters Score -1.242826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -12428249.000000 Penalty: 5678.849609
	Iteration 48Q: 3 clusters Score -1.242825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -12428246.000000 Penalty: 5678.849609
	Iteration 49Q: 3 clusters Score -1.242825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -12428264.000000 Penalty: 5678.849609
	Iteration 50Q: 3 clusters Score -1.242826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -12428251.000000 Penalty: 5678.849609
	Iteration 51Q: 3 clusters Score -1.242825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -12428257.000000 Penalty: 5678.849609
	Iteration 52Q: 3 clusters Score -1.242826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -12428273.000000 Penalty: 5678.849609
	Iteration 53Q: 3 clusters Score -1.242827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -12428269.000000 Penalty: 5678.849609
	Iteration 54Q: 3 clusters Score -1.242827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -12428267.000000 Penalty: 5678.849609
	Iteration 55Q: 3 clusters Score -1.242827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -12428263.000000 Penalty: 5678.849609
	Iteration 56Q: 3 clusters Score -1.242826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -12428263.000000 Penalty: 5678.849609
	Iteration 57Q: 3 clusters Score -1.242826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -12428264.000000 Penalty: 5678.849609
	Iteration 58Q: 3 clusters Score -1.242826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -12428252.000000 Penalty: 5678.849609
	Iteration 59Q: 3 clusters Score -1.242825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -12428267.000000 Penalty: 5678.849609
	Iteration 60F: 3 clusters Score -1.242827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -12428269.000000 Penalty: 5678.849609
	Iteration 61Q: 3 clusters Score -1.242827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -12428268.000000 Penalty: 5678.849609
	Iteration 62Q: 3 clusters Score -1.242827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -12428281.000000 Penalty: 5678.849609
	Iteration 63Q: 3 clusters Score -1.242828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12428293.000000 Penalty: 5678.849609
	Iteration 64Q: 3 clusters Score -1.242829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -12428297.000000 Penalty: 5678.849609
	Iteration 65Q: 3 clusters Score -1.24283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -12428285.000000 Penalty: 5678.849609
	Iteration 66Q: 3 clusters Score -1.242828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -12428300.000000 Penalty: 5678.849609
	Iteration 67Q: 3 clusters Score -1.24283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -12428289.000000 Penalty: 5678.849609
	Iteration 68Q: 3 clusters Score -1.242829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -12428281.000000 Penalty: 5678.849609
	Iteration 69Q: 3 clusters Score -1.242828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -12428281.000000 Penalty: 5678.849609
	Iteration 70F: 3 clusters Score -1.242828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Entering Unmasked Estep 
Score: -15836545.000000 Penalty: 2896.082764
	Iteration 0F: 2 clusters Score -1.583654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -15758158.000000 Penalty: 5792.165527
	Iteration 0F: 3 clusters Score -1.575816e+07 nChanged 56156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -15790431.000000 Penalty: 5792.165527
	Iteration 1F: 3 clusters Score -1.579043e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -15791223.000000 Penalty: 5792.165527
	Iteration 2Q: 3 clusters Score -1.579122e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -15792359.000000 Penalty: 5792.165527
	Iteration 3Q: 3 clusters Score -1.579236e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -15794041.000000 Penalty: 5792.165527
	Iteration 4Q: 3 clusters Score -1.579404e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -15796294.000000 Penalty: 5792.165527
	Iteration 5Q: 3 clusters Score -1.579629e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -15799600.000000 Penalty: 5792.165527
	Iteration 6Q: 3 clusters Score -1.57996e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -15804138.000000 Penalty: 5792.165527
	Iteration 7F: 3 clusters Score -1.580414e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -15810066.000000 Penalty: 5792.165527
	Iteration 8F: 3 clusters Score -1.581007e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -15816658.000000 Penalty: 5792.165527
	Iteration 9F: 3 clusters Score -1.581666e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -15822252.000000 Penalty: 5792.165527
	Iteration 10F: 3 clusters Score -1.582225e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -15825683.000000 Penalty: 5792.165527
	Iteration 11F: 3 clusters Score -1.582568e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -15827250.000000 Penalty: 5792.165527
	Iteration 12Q: 3 clusters Score -1.582725e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -15828174.000000 Penalty: 5792.165527
	Iteration 13Q: 3 clusters Score -1.582817e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -15828856.000000 Penalty: 5792.165527
	Iteration 14Q: 3 clusters Score -1.582886e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -15829192.000000 Penalty: 5792.165527
	Iteration 15Q: 3 clusters Score -1.582919e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -15829528.000000 Penalty: 5792.165527
	Iteration 16Q: 3 clusters Score -1.582953e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -15829663.000000 Penalty: 5792.165527
	Iteration 17Q: 3 clusters Score -1.582966e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -15829766.000000 Penalty: 5792.165527
	Iteration 18Q: 3 clusters Score -1.582977e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -15829854.000000 Penalty: 5792.165527
	Iteration 19Q: 3 clusters Score -1.582985e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -15829895.000000 Penalty: 5792.165527
	Iteration 20F: 3 clusters Score -1.58299e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -15829985.000000 Penalty: 5792.165527
	Iteration 21Q: 3 clusters Score -1.582998e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -15829981.000000 Penalty: 5792.165527
	Iteration 22Q: 3 clusters Score -1.582998e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -15830059.000000 Penalty: 5792.165527
	Iteration 23Q: 3 clusters Score -1.583006e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -15830092.000000 Penalty: 5792.165527
	Iteration 24Q: 3 clusters Score -1.583009e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -15830128.000000 Penalty: 5792.165527
	Iteration 25Q: 3 clusters Score -1.583013e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -15830151.000000 Penalty: 5792.165527
	Iteration 26Q: 3 clusters Score -1.583015e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -15830269.000000 Penalty: 5792.165527
	Iteration 27Q: 3 clusters Score -1.583027e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -15830320.000000 Penalty: 5792.165527
	Iteration 28Q: 3 clusters Score -1.583032e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -15830278.000000 Penalty: 5792.165527
	Iteration 29Q: 3 clusters Score -1.583028e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -15830327.000000 Penalty: 5792.165527
	Iteration 30Q: 3 clusters Score -1.583033e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -15830365.000000 Penalty: 5792.165527
	Iteration 31Q: 3 clusters Score -1.583036e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -15830390.000000 Penalty: 5792.165527
	Iteration 32Q: 3 clusters Score -1.583039e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -15830451.000000 Penalty: 5792.165527
	Iteration 33Q: 3 clusters Score -1.583045e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -15830544.000000 Penalty: 5792.165527
	Iteration 34Q: 3 clusters Score -1.583054e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -15830625.000000 Penalty: 5792.165527
	Iteration 35Q: 3 clusters Score -1.583062e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -15830731.000000 Penalty: 5792.165527
	Iteration 36Q: 3 clusters Score -1.583073e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -15830781.000000 Penalty: 5792.165527
	Iteration 37Q: 3 clusters Score -1.583078e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -15830810.000000 Penalty: 5792.165527
	Iteration 38Q: 3 clusters Score -1.583081e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -15830827.000000 Penalty: 5792.165527
	Iteration 39Q: 3 clusters Score -1.583083e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -15830877.000000 Penalty: 5792.165527
	Iteration 40F: 3 clusters Score -1.583088e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -15830893.000000 Penalty: 5792.165527
	Iteration 41Q: 3 clusters Score -1.583089e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -15830917.000000 Penalty: 5792.165527
	Iteration 42Q: 3 clusters Score -1.583092e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -15831026.000000 Penalty: 5792.165527
	Iteration 43Q: 3 clusters Score -1.583103e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -15831053.000000 Penalty: 5792.165527
	Iteration 44Q: 3 clusters Score -1.583105e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -15831084.000000 Penalty: 5792.165527
	Iteration 45Q: 3 clusters Score -1.583108e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -15831188.000000 Penalty: 5792.165527
	Iteration 46Q: 3 clusters Score -1.583119e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -15831263.000000 Penalty: 5792.165527
	Iteration 47Q: 3 clusters Score -1.583126e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -15831323.000000 Penalty: 5792.165527
	Iteration 48Q: 3 clusters Score -1.583132e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -15831304.000000 Penalty: 5792.165527
	Iteration 49Q: 3 clusters Score -1.58313e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -15831348.000000 Penalty: 5792.165527
	Iteration 50Q: 3 clusters Score -1.583135e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -15831418.000000 Penalty: 5792.165527
	Iteration 51Q: 3 clusters Score -1.583142e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -15831530.000000 Penalty: 5792.165527
	Iteration 52Q: 3 clusters Score -1.583153e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -15831646.000000 Penalty: 5792.165527
	Iteration 53Q: 3 clusters Score -1.583165e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -15831717.000000 Penalty: 5792.165527
	Iteration 54Q: 3 clusters Score -1.583172e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -15831768.000000 Penalty: 5792.165527
	Iteration 55Q: 3 clusters Score -1.583177e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -15831859.000000 Penalty: 5792.165527
	Iteration 56Q: 3 clusters Score -1.583186e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -15831858.000000 Penalty: 5792.165527
	Iteration 57Q: 3 clusters Score -1.583186e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -15831935.000000 Penalty: 5792.165527
	Iteration 58Q: 3 clusters Score -1.583194e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -15832031.000000 Penalty: 5792.165527
	Iteration 59Q: 3 clusters Score -1.583203e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -15832108.000000 Penalty: 5792.165527
	Iteration 60F: 3 clusters Score -1.583211e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -15832157.000000 Penalty: 5792.165527
	Iteration 61Q: 3 clusters Score -1.583216e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -15832251.000000 Penalty: 5792.165527
	Iteration 62Q: 3 clusters Score -1.583225e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -15832296.000000 Penalty: 5792.165527
	Iteration 63Q: 3 clusters Score -1.58323e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -15832376.000000 Penalty: 5792.165527
	Iteration 64Q: 3 clusters Score -1.583238e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -15832488.000000 Penalty: 5792.165527
	Iteration 65Q: 3 clusters Score -1.583249e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -15832629.000000 Penalty: 5792.165527
	Iteration 66Q: 3 clusters Score -1.583263e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -15832716.000000 Penalty: 5792.165527
	Iteration 67Q: 3 clusters Score -1.583272e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -15832740.000000 Penalty: 5792.165527
	Iteration 68Q: 3 clusters Score -1.583274e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -15832861.000000 Penalty: 5792.165527
	Iteration 69Q: 3 clusters Score -1.583286e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -15833003.000000 Penalty: 5792.165527
	Iteration 70Q: 3 clusters Score -1.5833e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -15833137.000000 Penalty: 5792.165527
	Iteration 71Q: 3 clusters Score -1.583314e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -15833230.000000 Penalty: 5792.165527
	Iteration 72Q: 3 clusters Score -1.583323e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -15833313.000000 Penalty: 5792.165527
	Iteration 73Q: 3 clusters Score -1.583331e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -15833370.000000 Penalty: 5792.165527
	Iteration 74Q: 3 clusters Score -1.583337e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -15833426.000000 Penalty: 5792.165527
	Iteration 75Q: 3 clusters Score -1.583343e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -15833494.000000 Penalty: 5792.165527
	Iteration 76Q: 3 clusters Score -1.583349e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -15833601.000000 Penalty: 5792.165527
	Iteration 77Q: 3 clusters Score -1.58336e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -15833666.000000 Penalty: 5792.165527
	Iteration 78Q: 3 clusters Score -1.583367e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -15833692.000000 Penalty: 5792.165527
	Iteration 79Q: 3 clusters Score -1.583369e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -15833797.000000 Penalty: 5792.165527
	Iteration 80F: 3 clusters Score -1.58338e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -15833864.000000 Penalty: 5792.165527
	Iteration 81Q: 3 clusters Score -1.583386e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -15833925.000000 Penalty: 5792.165527
	Iteration 82Q: 3 clusters Score -1.583392e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -15834032.000000 Penalty: 5792.165527
	Iteration 83Q: 3 clusters Score -1.583403e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -15834103.000000 Penalty: 5792.165527
	Iteration 84Q: 3 clusters Score -1.58341e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -15834204.000000 Penalty: 5792.165527
	Iteration 85Q: 3 clusters Score -1.58342e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -15834204.000000 Penalty: 5792.165527
	Iteration 86Q: 3 clusters Score -1.58342e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -15834238.000000 Penalty: 5792.165527
	Iteration 87Q: 3 clusters Score -1.583424e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -15834286.000000 Penalty: 5792.165527
	Iteration 88Q: 3 clusters Score -1.583429e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -15834324.000000 Penalty: 5792.165527
	Iteration 89Q: 3 clusters Score -1.583432e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -15834361.000000 Penalty: 5792.165527
	Iteration 90Q: 3 clusters Score -1.583436e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -15834422.000000 Penalty: 5792.165527
	Iteration 91Q: 3 clusters Score -1.583442e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -15834416.000000 Penalty: 5792.165527
	Iteration 92Q: 3 clusters Score -1.583442e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -15834409.000000 Penalty: 5792.165527
	Iteration 93Q: 3 clusters Score -1.583441e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -15834439.000000 Penalty: 5792.165527
	Iteration 94Q: 3 clusters Score -1.583444e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -15834453.000000 Penalty: 5792.165527
	Iteration 95Q: 3 clusters Score -1.583445e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -15834471.000000 Penalty: 5792.165527
	Iteration 96Q: 3 clusters Score -1.583447e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -15834445.000000 Penalty: 5792.165527
	Iteration 97Q: 3 clusters Score -1.583444e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -15834434.000000 Penalty: 5792.165527
	Iteration 98Q: 3 clusters Score -1.583443e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -15834440.000000 Penalty: 5792.165527
	Iteration 99Q: 3 clusters Score -1.583444e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -15834456.000000 Penalty: 5792.165527
	Iteration 100F: 3 clusters Score -1.583446e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111882 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -15834459.000000 Penalty: 5792.165527
	Iteration 101Q: 3 clusters Score -1.583446e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -15834472.000000 Penalty: 5792.165527
	Iteration 102Q: 3 clusters Score -1.583447e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -15834472.000000 Penalty: 5792.165527
	Iteration 103Q: 3 clusters Score -1.583447e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -15834496.000000 Penalty: 5792.165527
	Iteration 104Q: 3 clusters Score -1.58345e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -15834477.000000 Penalty: 5792.165527
	Iteration 105Q: 3 clusters Score -1.583448e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -15834490.000000 Penalty: 5792.165527
	Iteration 106Q: 3 clusters Score -1.583449e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -15834549.000000 Penalty: 5792.165527
	Iteration 107Q: 3 clusters Score -1.583455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -15834553.000000 Penalty: 5792.165527
	Iteration 108Q: 3 clusters Score -1.583455e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -15834580.000000 Penalty: 5792.165527
	Iteration 109Q: 3 clusters Score -1.583458e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -15834620.000000 Penalty: 5792.165527
	Iteration 110Q: 3 clusters Score -1.583462e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -15834617.000000 Penalty: 5792.165527
	Iteration 111Q: 3 clusters Score -1.583462e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113191 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -15834649.000000 Penalty: 5792.165527
	Iteration 112Q: 3 clusters Score -1.583465e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -15834660.000000 Penalty: 5792.165527
	Iteration 113Q: 3 clusters Score -1.583466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -15834665.000000 Penalty: 5792.165527
	Iteration 114Q: 3 clusters Score -1.583466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -15834670.000000 Penalty: 5792.165527
	Iteration 115Q: 3 clusters Score -1.583467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -15834671.000000 Penalty: 5792.165527
	Iteration 116Q: 3 clusters Score -1.583467e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -15834665.000000 Penalty: 5792.165527
	Iteration 117Q: 3 clusters Score -1.583466e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -15834654.000000 Penalty: 5792.165527
	Iteration 118Q: 3 clusters Score -1.583465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -15834630.000000 Penalty: 5792.165527
	Iteration 119Q: 3 clusters Score -1.583463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -15834641.000000 Penalty: 5792.165527
	Iteration 120F: 3 clusters Score -1.583464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -15834631.000000 Penalty: 5792.165527
	Iteration 121Q: 3 clusters Score -1.583463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -15834641.000000 Penalty: 5792.165527
	Iteration 122Q: 3 clusters Score -1.583464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -15834655.000000 Penalty: 5792.165527
	Iteration 123Q: 3 clusters Score -1.583466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -15834670.000000 Penalty: 5792.165527
	Iteration 124Q: 3 clusters Score -1.583467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -15834655.000000 Penalty: 5792.165527
	Iteration 125Q: 3 clusters Score -1.583466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113808 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -15834659.000000 Penalty: 5792.165527
	Iteration 126Q: 3 clusters Score -1.583466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -15834655.000000 Penalty: 5792.165527
	Iteration 127Q: 3 clusters Score -1.583466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -15834654.000000 Penalty: 5792.165527
	Iteration 128Q: 3 clusters Score -1.583465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -15834654.000000 Penalty: 5792.165527
	Iteration 129Q: 3 clusters Score -1.583465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -15834657.000000 Penalty: 5792.165527
	Iteration 130Q: 3 clusters Score -1.583466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -15834658.000000 Penalty: 5792.165527
	Iteration 131Q: 3 clusters Score -1.583466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -15834652.000000 Penalty: 5792.165527
	Iteration 132Q: 3 clusters Score -1.583465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -15834656.000000 Penalty: 5792.165527
	Iteration 133Q: 3 clusters Score -1.583466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -15834668.000000 Penalty: 5792.165527
	Iteration 134Q: 3 clusters Score -1.583467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -15834672.000000 Penalty: 5792.165527
	Iteration 135Q: 3 clusters Score -1.583467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -15834694.000000 Penalty: 5792.165527
	Iteration 136Q: 3 clusters Score -1.583469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -15834673.000000 Penalty: 5792.165527
	Iteration 137Q: 3 clusters Score -1.583467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -15834683.000000 Penalty: 5792.165527
	Iteration 138Q: 3 clusters Score -1.583468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -15834676.000000 Penalty: 5792.165527
	Iteration 139Q: 3 clusters Score -1.583468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -15834684.000000 Penalty: 5792.165527
	Iteration 140F: 3 clusters Score -1.583468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -15834676.000000 Penalty: 5792.165527
	Iteration 141Q: 3 clusters Score -1.583468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -15834681.000000 Penalty: 5792.165527
	Iteration 142Q: 3 clusters Score -1.583468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -15834689.000000 Penalty: 5792.165527
	Iteration 143Q: 3 clusters Score -1.583469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -15834696.000000 Penalty: 5792.165527
	Iteration 144Q: 3 clusters Score -1.58347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -15834690.000000 Penalty: 5792.165527
	Iteration 145Q: 3 clusters Score -1.583469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -15834690.000000 Penalty: 5792.165527
	Iteration 146F: 3 clusters Score -1.583469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Entering Unmasked Estep 
Score: -9278596.000000 Penalty: 2766.260742
	Iteration 0F: 2 clusters Score -9278596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -9231766.000000 Penalty: 5532.521484
	Iteration 0F: 3 clusters Score -9231766 nChanged 32609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -9250064.000000 Penalty: 5532.521484
	Iteration 1F: 3 clusters Score -9250064 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9250729.000000 Penalty: 5532.521484
	Iteration 2Q: 3 clusters Score -9250729 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -9251402.000000 Penalty: 5532.521484
	Iteration 3Q: 3 clusters Score -9251402 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -9252035.000000 Penalty: 5532.521484
	Iteration 4Q: 3 clusters Score -9252035 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -9252996.000000 Penalty: 5532.521484
	Iteration 5Q: 3 clusters Score -9252996 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -9254164.000000 Penalty: 5532.521484
	Iteration 6Q: 3 clusters Score -9254164 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -9256032.000000 Penalty: 5532.521484
	Iteration 7F: 3 clusters Score -9256032 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9258844.000000 Penalty: 5532.521484
	Iteration 8F: 3 clusters Score -9258844 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -9262512.000000 Penalty: 5532.521484
	Iteration 9F: 3 clusters Score -9262512 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -9266623.000000 Penalty: 5532.521484
	Iteration 10F: 3 clusters Score -9266623 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -9270323.000000 Penalty: 5532.521484
	Iteration 11F: 3 clusters Score -9270323 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -9272976.000000 Penalty: 5532.521484
	Iteration 12Q: 3 clusters Score -9272976 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9274579.000000 Penalty: 5532.521484
	Iteration 13Q: 3 clusters Score -9274579 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9275421.000000 Penalty: 5532.521484
	Iteration 14Q: 3 clusters Score -9275421 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9275854.000000 Penalty: 5532.521484
	Iteration 15Q: 3 clusters Score -9275854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9276107.000000 Penalty: 5532.521484
	Iteration 16Q: 3 clusters Score -9276107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9276250.000000 Penalty: 5532.521484
	Iteration 17Q: 3 clusters Score -9276250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9276351.000000 Penalty: 5532.521484
	Iteration 18Q: 3 clusters Score -9276351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9276419.000000 Penalty: 5532.521484
	Iteration 19Q: 3 clusters Score -9276419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9276478.000000 Penalty: 5532.521484
	Iteration 20F: 3 clusters Score -9276478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9276530.000000 Penalty: 5532.521484
	Iteration 21Q: 3 clusters Score -9276530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9276578.000000 Penalty: 5532.521484
	Iteration 22Q: 3 clusters Score -9276578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9276634.000000 Penalty: 5532.521484
	Iteration 23Q: 3 clusters Score -9276634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9276679.000000 Penalty: 5532.521484
	Iteration 24Q: 3 clusters Score -9276679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9276713.000000 Penalty: 5532.521484
	Iteration 25Q: 3 clusters Score -9276713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9276728.000000 Penalty: 5532.521484
	Iteration 26Q: 3 clusters Score -9276728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9276736.000000 Penalty: 5532.521484
	Iteration 27Q: 3 clusters Score -9276736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9276748.000000 Penalty: 5532.521484
	Iteration 28Q: 3 clusters Score -9276748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9276754.000000 Penalty: 5532.521484
	Iteration 29Q: 3 clusters Score -9276754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9276750.000000 Penalty: 5532.521484
	Iteration 30Q: 3 clusters Score -9276750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9276756.000000 Penalty: 5532.521484
	Iteration 31Q: 3 clusters Score -9276756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9276766.000000 Penalty: 5532.521484
	Iteration 32Q: 3 clusters Score -9276766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9276774.000000 Penalty: 5532.521484
	Iteration 33Q: 3 clusters Score -9276774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9276783.000000 Penalty: 5532.521484
	Iteration 34Q: 3 clusters Score -9276783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9276795.000000 Penalty: 5532.521484
	Iteration 35Q: 3 clusters Score -9276795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9276796.000000 Penalty: 5532.521484
	Iteration 36Q: 3 clusters Score -9276796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9276815.000000 Penalty: 5532.521484
	Iteration 37Q: 3 clusters Score -9276815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9276821.000000 Penalty: 5532.521484
	Iteration 38Q: 3 clusters Score -9276821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9276837.000000 Penalty: 5532.521484
	Iteration 39Q: 3 clusters Score -9276837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9276852.000000 Penalty: 5532.521484
	Iteration 40F: 3 clusters Score -9276852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9276852.000000 Penalty: 5532.521484
	Iteration 41Q: 3 clusters Score -9276852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9276864.000000 Penalty: 5532.521484
	Iteration 42Q: 3 clusters Score -9276864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9276858.000000 Penalty: 5532.521484
	Iteration 43Q: 3 clusters Score -9276858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9276860.000000 Penalty: 5532.521484
	Iteration 44Q: 3 clusters Score -9276860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9276862.000000 Penalty: 5532.521484
	Iteration 45Q: 3 clusters Score -9276862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9276857.000000 Penalty: 5532.521484
	Iteration 46Q: 3 clusters Score -9276857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9276859.000000 Penalty: 5532.521484
	Iteration 47Q: 3 clusters Score -9276859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9276859.000000 Penalty: 5532.521484
	Iteration 48F: 3 clusters Score -9276859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Entering Unmasked Estep 
Score: -1996718.500000 Penalty: 2390.197510
	Iteration 0F: 2 clusters Score -1996718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1985710.250000 Penalty: 4780.395020
	Iteration 0F: 3 clusters Score -1985710 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1989688.375000 Penalty: 4780.395020
	Iteration 1F: 3 clusters Score -1989688 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1990719.500000 Penalty: 4780.395020
	Iteration 2F: 3 clusters Score -1990720 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1991836.000000 Penalty: 4780.395020
	Iteration 3F: 3 clusters Score -1991836 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1992875.375000 Penalty: 4780.395020
	Iteration 4F: 3 clusters Score -1992875 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1993552.000000 Penalty: 4780.395020
	Iteration 5F: 3 clusters Score -1993552 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1993973.125000 Penalty: 4780.395020
	Iteration 6F: 3 clusters Score -1993973 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1994212.500000 Penalty: 4780.395020
	Iteration 7Q: 3 clusters Score -1994212 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1994335.750000 Penalty: 4780.395020
	Iteration 8Q: 3 clusters Score -1994336 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1994395.250000 Penalty: 4780.395020
	Iteration 9Q: 3 clusters Score -1994395 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1994430.875000 Penalty: 4780.395020
	Iteration 10Q: 3 clusters Score -1994431 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1994465.750000 Penalty: 4780.395020
	Iteration 11Q: 3 clusters Score -1994466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1994502.750000 Penalty: 4780.395020
	Iteration 12Q: 3 clusters Score -1994503 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1994541.875000 Penalty: 4780.395020
	Iteration 13Q: 3 clusters Score -1994542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1994572.375000 Penalty: 4780.395020
	Iteration 14Q: 3 clusters Score -1994572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1994611.750000 Penalty: 4780.395020
	Iteration 15Q: 3 clusters Score -1994612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1994646.250000 Penalty: 4780.395020
	Iteration 16Q: 3 clusters Score -1994646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1994678.500000 Penalty: 4780.395020
	Iteration 17Q: 3 clusters Score -1994678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1994701.375000 Penalty: 4780.395020
	Iteration 18Q: 3 clusters Score -1994701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1994723.750000 Penalty: 4780.395020
	Iteration 19Q: 3 clusters Score -1994724 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1994750.375000 Penalty: 4780.395020
	Iteration 20F: 3 clusters Score -1994750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1994772.125000 Penalty: 4780.395020
	Iteration 21Q: 3 clusters Score -1994772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1994800.375000 Penalty: 4780.395020
	Iteration 22Q: 3 clusters Score -1994800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1994825.500000 Penalty: 4780.395020
	Iteration 23Q: 3 clusters Score -1994826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1994846.750000 Penalty: 4780.395020
	Iteration 24Q: 3 clusters Score -1994847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1994864.500000 Penalty: 4780.395020
	Iteration 25Q: 3 clusters Score -1994864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1994889.625000 Penalty: 4780.395020
	Iteration 26Q: 3 clusters Score -1994890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1994910.750000 Penalty: 4780.395020
	Iteration 27Q: 3 clusters Score -1994911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1994924.750000 Penalty: 4780.395020
	Iteration 28Q: 3 clusters Score -1994925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1994947.375000 Penalty: 4780.395020
	Iteration 29Q: 3 clusters Score -1994947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1994972.500000 Penalty: 4780.395020
	Iteration 30Q: 3 clusters Score -1994972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1994991.875000 Penalty: 4780.395020
	Iteration 31Q: 3 clusters Score -1994992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1995012.125000 Penalty: 4780.395020
	Iteration 32Q: 3 clusters Score -1995012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1995027.500000 Penalty: 4780.395020
	Iteration 33Q: 3 clusters Score -1995028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1995049.250000 Penalty: 4780.395020
	Iteration 34Q: 3 clusters Score -1995049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1995076.750000 Penalty: 4780.395020
	Iteration 35Q: 3 clusters Score -1995077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1995095.500000 Penalty: 4780.395020
	Iteration 36Q: 3 clusters Score -1995096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1995121.375000 Penalty: 4780.395020
	Iteration 37Q: 3 clusters Score -1995121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1995132.875000 Penalty: 4780.395020
	Iteration 38Q: 3 clusters Score -1995133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1995150.125000 Penalty: 4780.395020
	Iteration 39Q: 3 clusters Score -1995150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1995173.000000 Penalty: 4780.395020
	Iteration 40F: 3 clusters Score -1995173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1995194.500000 Penalty: 4780.395020
	Iteration 41Q: 3 clusters Score -1995194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1995222.125000 Penalty: 4780.395020
	Iteration 42Q: 3 clusters Score -1995222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1995240.250000 Penalty: 4780.395020
	Iteration 43Q: 3 clusters Score -1995240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1995269.250000 Penalty: 4780.395020
	Iteration 44Q: 3 clusters Score -1995269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1995278.500000 Penalty: 4780.395020
	Iteration 45Q: 3 clusters Score -1995278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1995294.625000 Penalty: 4780.395020
	Iteration 46Q: 3 clusters Score -1995295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1995306.500000 Penalty: 4780.395020
	Iteration 47Q: 3 clusters Score -1995306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1995315.875000 Penalty: 4780.395020
	Iteration 48Q: 3 clusters Score -1995316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1995330.000000 Penalty: 4780.395020
	Iteration 49Q: 3 clusters Score -1995330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1995335.250000 Penalty: 4780.395020
	Iteration 50Q: 3 clusters Score -1995335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1995347.000000 Penalty: 4780.395020
	Iteration 51Q: 3 clusters Score -1995347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1995349.125000 Penalty: 4780.395020
	Iteration 52Q: 3 clusters Score -1995349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1995358.500000 Penalty: 4780.395020
	Iteration 53Q: 3 clusters Score -1995358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1995369.875000 Penalty: 4780.395020
	Iteration 54Q: 3 clusters Score -1995370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1995386.625000 Penalty: 4780.395020
	Iteration 55Q: 3 clusters Score -1995387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1995395.125000 Penalty: 4780.395020
	Iteration 56Q: 3 clusters Score -1995395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1995408.500000 Penalty: 4780.395020
	Iteration 57Q: 3 clusters Score -1995408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1995431.500000 Penalty: 4780.395020
	Iteration 58Q: 3 clusters Score -1995432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1995448.375000 Penalty: 4780.395020
	Iteration 59Q: 3 clusters Score -1995448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1995453.500000 Penalty: 4780.395020
	Iteration 60F: 3 clusters Score -1995454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1995476.500000 Penalty: 4780.395020
	Iteration 61Q: 3 clusters Score -1995476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1995491.750000 Penalty: 4780.395020
	Iteration 62Q: 3 clusters Score -1995492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1995516.625000 Penalty: 4780.395020
	Iteration 63Q: 3 clusters Score -1995517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1995531.125000 Penalty: 4780.395020
	Iteration 64Q: 3 clusters Score -1995531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1995542.500000 Penalty: 4780.395020
	Iteration 65Q: 3 clusters Score -1995542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1995551.750000 Penalty: 4780.395020
	Iteration 66Q: 3 clusters Score -1995552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1995565.250000 Penalty: 4780.395020
	Iteration 67Q: 3 clusters Score -1995565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1995568.625000 Penalty: 4780.395020
	Iteration 68Q: 3 clusters Score -1995569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1995585.125000 Penalty: 4780.395020
	Iteration 69Q: 3 clusters Score -1995585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1995597.375000 Penalty: 4780.395020
	Iteration 70Q: 3 clusters Score -1995597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1995597.625000 Penalty: 4780.395020
	Iteration 71Q: 3 clusters Score -1995598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1995602.375000 Penalty: 4780.395020
	Iteration 72Q: 3 clusters Score -1995602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1995602.500000 Penalty: 4780.395020
	Iteration 73Q: 3 clusters Score -1995602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1995604.500000 Penalty: 4780.395020
	Iteration 74Q: 3 clusters Score -1995604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1995608.750000 Penalty: 4780.395020
	Iteration 75Q: 3 clusters Score -1995609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1995609.000000 Penalty: 4780.395020
	Iteration 76Q: 3 clusters Score -1995609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1995614.625000 Penalty: 4780.395020
	Iteration 77Q: 3 clusters Score -1995615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1995617.125000 Penalty: 4780.395020
	Iteration 78Q: 3 clusters Score -1995617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1995623.000000 Penalty: 4780.395020
	Iteration 79Q: 3 clusters Score -1995623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1995622.250000 Penalty: 4780.395020
	Iteration 80F: 3 clusters Score -1995622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1995622.375000 Penalty: 4780.395020
	Iteration 81Q: 3 clusters Score -1995622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1995624.250000 Penalty: 4780.395020
	Iteration 82Q: 3 clusters Score -1995624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1995624.625000 Penalty: 4780.395020
	Iteration 83Q: 3 clusters Score -1995625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1995626.125000 Penalty: 4780.395020
	Iteration 84Q: 3 clusters Score -1995626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1995630.125000 Penalty: 4780.395020
	Iteration 85Q: 3 clusters Score -1995630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1995630.750000 Penalty: 4780.395020
	Iteration 86Q: 3 clusters Score -1995631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1995633.500000 Penalty: 4780.395020
	Iteration 87Q: 3 clusters Score -1995634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1995638.375000 Penalty: 4780.395020
	Iteration 88Q: 3 clusters Score -1995638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1995637.875000 Penalty: 4780.395020
	Iteration 89Q: 3 clusters Score -1995638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1995638.875000 Penalty: 4780.395020
	Iteration 90Q: 3 clusters Score -1995639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1995641.500000 Penalty: 4780.395020
	Iteration 91Q: 3 clusters Score -1995642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1995644.250000 Penalty: 4780.395020
	Iteration 92Q: 3 clusters Score -1995644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1995643.750000 Penalty: 4780.395020
	Iteration 93Q: 3 clusters Score -1995644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1995646.500000 Penalty: 4780.395020
	Iteration 94Q: 3 clusters Score -1995646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1995648.875000 Penalty: 4780.395020
	Iteration 95Q: 3 clusters Score -1995649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1995648.875000 Penalty: 4780.395020
	Iteration 96F: 3 clusters Score -1995649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142415 members 
Entering Unmasked Estep 
Score: -19156674.000000 Penalty: 2942.892090
	Iteration 0F: 2 clusters Score -1.915667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -19064392.000000 Penalty: 5885.784180
	Iteration 0F: 3 clusters Score -1.906439e+07 nChanged 68221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -19104248.000000 Penalty: 5885.784180
	Iteration 1F: 3 clusters Score -1.910425e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -19105980.000000 Penalty: 5885.784180
	Iteration 2Q: 3 clusters Score -1.910598e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -19108200.000000 Penalty: 5885.784180
	Iteration 3Q: 3 clusters Score -1.91082e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -19111774.000000 Penalty: 5885.784180
	Iteration 4Q: 3 clusters Score -1.911177e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -19117086.000000 Penalty: 5885.784180
	Iteration 5F: 3 clusters Score -1.911709e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -19125410.000000 Penalty: 5885.784180
	Iteration 6F: 3 clusters Score -1.912541e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -19135414.000000 Penalty: 5885.784180
	Iteration 7F: 3 clusters Score -1.913541e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -19143944.000000 Penalty: 5885.784180
	Iteration 8F: 3 clusters Score -1.914394e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137078 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -19149388.000000 Penalty: 5885.784180
	Iteration 9Q: 3 clusters Score -1.914939e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19152050.000000 Penalty: 5885.784180
	Iteration 10Q: 3 clusters Score -1.915205e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19153188.000000 Penalty: 5885.784180
	Iteration 11Q: 3 clusters Score -1.915319e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141871 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19153610.000000 Penalty: 5885.784180
	Iteration 12Q: 3 clusters Score -1.915361e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142000 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19153788.000000 Penalty: 5885.784180
	Iteration 13Q: 3 clusters Score -1.915379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19153888.000000 Penalty: 5885.784180
	Iteration 14Q: 3 clusters Score -1.915389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19153970.000000 Penalty: 5885.784180
	Iteration 15Q: 3 clusters Score -1.915397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19154004.000000 Penalty: 5885.784180
	Iteration 16Q: 3 clusters Score -1.9154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19154026.000000 Penalty: 5885.784180
	Iteration 17Q: 3 clusters Score -1.915403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19154040.000000 Penalty: 5885.784180
	Iteration 18Q: 3 clusters Score -1.915404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19154044.000000 Penalty: 5885.784180
	Iteration 19Q: 3 clusters Score -1.915404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19154048.000000 Penalty: 5885.784180
	Iteration 20F: 3 clusters Score -1.915405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19154060.000000 Penalty: 5885.784180
	Iteration 21Q: 3 clusters Score -1.915406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19154056.000000 Penalty: 5885.784180
	Iteration 22Q: 3 clusters Score -1.915406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19154072.000000 Penalty: 5885.784180
	Iteration 23Q: 3 clusters Score -1.915407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19154090.000000 Penalty: 5885.784180
	Iteration 24Q: 3 clusters Score -1.915409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19154088.000000 Penalty: 5885.784180
	Iteration 25Q: 3 clusters Score -1.915409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19154100.000000 Penalty: 5885.784180
	Iteration 26Q: 3 clusters Score -1.91541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19154096.000000 Penalty: 5885.784180
	Iteration 27Q: 3 clusters Score -1.91541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19154100.000000 Penalty: 5885.784180
	Iteration 28Q: 3 clusters Score -1.91541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19154090.000000 Penalty: 5885.784180
	Iteration 29Q: 3 clusters Score -1.915409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19154102.000000 Penalty: 5885.784180
	Iteration 30Q: 3 clusters Score -1.91541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19154102.000000 Penalty: 5885.784180
	Iteration 31F: 3 clusters Score -1.91541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Entering Unmasked Estep 
Score: -13414916.000000 Penalty: 2856.316650
	Iteration 0F: 2 clusters Score -1.341492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -13347674.000000 Penalty: 5712.633301
	Iteration 0F: 3 clusters Score -1.334767e+07 nChanged 47468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -13375097.000000 Penalty: 5712.633301
	Iteration 1F: 3 clusters Score -1.33751e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -13376046.000000 Penalty: 5712.633301
	Iteration 2Q: 3 clusters Score -1.337605e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -13377235.000000 Penalty: 5712.633301
	Iteration 3Q: 3 clusters Score -1.337724e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -13378985.000000 Penalty: 5712.633301
	Iteration 4Q: 3 clusters Score -1.337898e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -13381781.000000 Penalty: 5712.633301
	Iteration 5F: 3 clusters Score -1.338178e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -13386187.000000 Penalty: 5712.633301
	Iteration 6F: 3 clusters Score -1.338619e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -13392625.000000 Penalty: 5712.633301
	Iteration 7F: 3 clusters Score -1.339262e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -13400216.000000 Penalty: 5712.633301
	Iteration 8F: 3 clusters Score -1.340022e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -13406364.000000 Penalty: 5712.633301
	Iteration 9F: 3 clusters Score -1.340636e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13409854.000000 Penalty: 5712.633301
	Iteration 10Q: 3 clusters Score -1.340985e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13411404.000000 Penalty: 5712.633301
	Iteration 11Q: 3 clusters Score -1.34114e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13411959.000000 Penalty: 5712.633301
	Iteration 12Q: 3 clusters Score -1.341196e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13412189.000000 Penalty: 5712.633301
	Iteration 13Q: 3 clusters Score -1.341219e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -13412276.000000 Penalty: 5712.633301
	Iteration 14Q: 3 clusters Score -1.341228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13412331.000000 Penalty: 5712.633301
	Iteration 15Q: 3 clusters Score -1.341233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13412354.000000 Penalty: 5712.633301
	Iteration 16Q: 3 clusters Score -1.341235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13412370.000000 Penalty: 5712.633301
	Iteration 17Q: 3 clusters Score -1.341237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13412382.000000 Penalty: 5712.633301
	Iteration 18Q: 3 clusters Score -1.341238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13412390.000000 Penalty: 5712.633301
	Iteration 19Q: 3 clusters Score -1.341239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13412386.000000 Penalty: 5712.633301
	Iteration 20F: 3 clusters Score -1.341239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13412393.000000 Penalty: 5712.633301
	Iteration 21Q: 3 clusters Score -1.341239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13412397.000000 Penalty: 5712.633301
	Iteration 22Q: 3 clusters Score -1.34124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13412403.000000 Penalty: 5712.633301
	Iteration 23Q: 3 clusters Score -1.34124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13412396.000000 Penalty: 5712.633301
	Iteration 24Q: 3 clusters Score -1.34124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13412404.000000 Penalty: 5712.633301
	Iteration 25Q: 3 clusters Score -1.34124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13412402.000000 Penalty: 5712.633301
	Iteration 26Q: 3 clusters Score -1.34124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13412413.000000 Penalty: 5712.633301
	Iteration 27Q: 3 clusters Score -1.341241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13412419.000000 Penalty: 5712.633301
	Iteration 28Q: 3 clusters Score -1.341242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13412419.000000 Penalty: 5712.633301
	Iteration 29F: 3 clusters Score -1.341242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -501772.531250 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -501772.5 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 2041 members 
Entering Unmasked Estep 
Score: -497862.250000 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -497862.2 nChanged 1512
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: -498812.187500 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -498812.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -499087.687500 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -499087.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -499286.625000 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -499286.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -499475.437500 Penalty: 4118.784180
	Iteration 4F: 3 clusters Score -499475.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -499675.031250 Penalty: 4118.784180
	Iteration 5F: 3 clusters Score -499675 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -499864.687500 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -499864.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -500037.281250 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -500037.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -500180.093750 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -500180.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -500294.656250 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -500294.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -500390.312500 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -500390.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -500462.062500 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -500462.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -500524.562500 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -500524.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -500574.593750 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -500574.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -500615.875000 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -500615.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -500650.906250 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -500650.9 nChanged 32
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: -500665.281250 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -500665.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -500673.437500 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -500673.4 nChanged 20
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: -500684.468750 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -500684.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -500692.875000 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -500692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -500698.437500 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -500698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -500699.375000 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -500699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -500701.250000 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -500701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -500701.625000 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -500701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -500703.250000 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -500703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -500704.281250 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -500704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -500704.843750 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -500704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -500704.843750 Penalty: 4118.784180
	Iteration 27F: 3 clusters Score -500704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -1019458.625000 Penalty: 2220.342285
	Iteration 0F: 2 clusters Score -1019459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1013223.312500 Penalty: 4440.684570
	Iteration 0F: 3 clusters Score -1013223 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1015033.437500 Penalty: 4440.684570
	Iteration 1F: 3 clusters Score -1015033 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1015455.062500 Penalty: 4440.684570
	Iteration 2F: 3 clusters Score -1015455 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1015907.250000 Penalty: 4440.684570
	Iteration 3F: 3 clusters Score -1015907 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1016318.812500 Penalty: 4440.684570
	Iteration 4F: 3 clusters Score -1016319 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1016609.875000 Penalty: 4440.684570
	Iteration 5F: 3 clusters Score -1016610 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1016825.125000 Penalty: 4440.684570
	Iteration 6Q: 3 clusters Score -1016825 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1016987.562500 Penalty: 4440.684570
	Iteration 7Q: 3 clusters Score -1016988 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1017125.875000 Penalty: 4440.684570
	Iteration 8Q: 3 clusters Score -1017126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1017222.562500 Penalty: 4440.684570
	Iteration 9Q: 3 clusters Score -1017223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1017300.562500 Penalty: 4440.684570
	Iteration 10Q: 3 clusters Score -1017301 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1017351.875000 Penalty: 4440.684570
	Iteration 11Q: 3 clusters Score -1017352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1017384.875000 Penalty: 4440.684570
	Iteration 12Q: 3 clusters Score -1017385 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1017406.312500 Penalty: 4440.684570
	Iteration 13Q: 3 clusters Score -1017406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1017425.812500 Penalty: 4440.684570
	Iteration 14Q: 3 clusters Score -1017426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1017433.437500 Penalty: 4440.684570
	Iteration 15Q: 3 clusters Score -1017433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1017446.937500 Penalty: 4440.684570
	Iteration 16Q: 3 clusters Score -1017447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1017455.500000 Penalty: 4440.684570
	Iteration 17Q: 3 clusters Score -1017456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1017460.187500 Penalty: 4440.684570
	Iteration 18Q: 3 clusters Score -1017460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1017463.125000 Penalty: 4440.684570
	Iteration 19Q: 3 clusters Score -1017463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1017463.875000 Penalty: 4440.684570
	Iteration 20F: 3 clusters Score -1017464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1017465.875000 Penalty: 4440.684570
	Iteration 21Q: 3 clusters Score -1017466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1017466.812500 Penalty: 4440.684570
	Iteration 22Q: 3 clusters Score -1017467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1017466.687500 Penalty: 4440.684570
	Iteration 23Q: 3 clusters Score -1017467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1017465.562500 Penalty: 4440.684570
	Iteration 24Q: 3 clusters Score -1017466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1017465.562500 Penalty: 4440.684570
	Iteration 25F: 3 clusters Score -1017466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -1557292.875000 Penalty: 2347.507812
	Iteration 0F: 2 clusters Score -1557293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1547724.000000 Penalty: 4695.015625
	Iteration 0F: 3 clusters Score -1547724 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1550957.250000 Penalty: 4695.015625
	Iteration 1F: 3 clusters Score -1550957 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1551885.625000 Penalty: 4695.015625
	Iteration 2F: 3 clusters Score -1551886 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1553073.625000 Penalty: 4695.015625
	Iteration 3F: 3 clusters Score -1553074 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1554447.750000 Penalty: 4695.015625
	Iteration 4F: 3 clusters Score -1554448 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1555569.250000 Penalty: 4695.015625
	Iteration 5F: 3 clusters Score -1555569 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1556270.125000 Penalty: 4695.015625
	Iteration 6F: 3 clusters Score -1556270 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1556745.375000 Penalty: 4695.015625
	Iteration 7Q: 3 clusters Score -1556745 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1557030.625000 Penalty: 4695.015625
	Iteration 8Q: 3 clusters Score -1557031 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1557261.500000 Penalty: 4695.015625
	Iteration 9Q: 3 clusters Score -1557262 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1557457.500000 Penalty: 4695.015625
	Iteration 10Q: 3 clusters Score -1557458 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1557654.625000 Penalty: 4695.015625
	Iteration 11Q: 3 clusters Score -1557655 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1557855.750000 Penalty: 4695.015625
	Iteration 12Q: 3 clusters Score -1557856 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1558047.000000 Penalty: 4695.015625
	Iteration 13Q: 3 clusters Score -1558047 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1558259.250000 Penalty: 4695.015625
	Iteration 14Q: 3 clusters Score -1558259 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1558485.375000 Penalty: 4695.015625
	Iteration 15Q: 3 clusters Score -1558485 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1558659.000000 Penalty: 4695.015625
	Iteration 16Q: 3 clusters Score -1558659 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1558787.250000 Penalty: 4695.015625
	Iteration 17Q: 3 clusters Score -1558787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1558894.500000 Penalty: 4695.015625
	Iteration 18Q: 3 clusters Score -1558894 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1558978.125000 Penalty: 4695.015625
	Iteration 19Q: 3 clusters Score -1558978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1559033.500000 Penalty: 4695.015625
	Iteration 20F: 3 clusters Score -1559034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1559074.375000 Penalty: 4695.015625
	Iteration 21Q: 3 clusters Score -1559074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1559112.625000 Penalty: 4695.015625
	Iteration 22Q: 3 clusters Score -1559113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1559133.000000 Penalty: 4695.015625
	Iteration 23Q: 3 clusters Score -1559133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1559149.750000 Penalty: 4695.015625
	Iteration 24Q: 3 clusters Score -1559150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1559169.000000 Penalty: 4695.015625
	Iteration 25Q: 3 clusters Score -1559169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1559182.750000 Penalty: 4695.015625
	Iteration 26Q: 3 clusters Score -1559183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1559200.250000 Penalty: 4695.015625
	Iteration 27Q: 3 clusters Score -1559200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1559209.250000 Penalty: 4695.015625
	Iteration 28Q: 3 clusters Score -1559209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1559214.875000 Penalty: 4695.015625
	Iteration 29Q: 3 clusters Score -1559215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1559225.000000 Penalty: 4695.015625
	Iteration 30Q: 3 clusters Score -1559225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1559233.625000 Penalty: 4695.015625
	Iteration 31Q: 3 clusters Score -1559234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1559234.250000 Penalty: 4695.015625
	Iteration 32Q: 3 clusters Score -1559234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1559238.875000 Penalty: 4695.015625
	Iteration 33Q: 3 clusters Score -1559239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1559243.125000 Penalty: 4695.015625
	Iteration 34Q: 3 clusters Score -1559243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1559246.000000 Penalty: 4695.015625
	Iteration 35Q: 3 clusters Score -1559246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1559251.750000 Penalty: 4695.015625
	Iteration 36Q: 3 clusters Score -1559252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1559249.125000 Penalty: 4695.015625
	Iteration 37Q: 3 clusters Score -1559249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1559248.625000 Penalty: 4695.015625
	Iteration 38Q: 3 clusters Score -1559249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1559251.625000 Penalty: 4695.015625
	Iteration 39Q: 3 clusters Score -1559252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1559252.500000 Penalty: 4695.015625
	Iteration 40F: 3 clusters Score -1559252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1559253.000000 Penalty: 4695.015625
	Iteration 41Q: 3 clusters Score -1559253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1559253.000000 Penalty: 4695.015625
	Iteration 42F: 3 clusters Score -1559253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 136573 members 
Mstep: Class 7 contains 232144 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 21734 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 93835 members 
Mstep: Class 16 contains 117919 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 142415 members 
Mstep: Class 20 contains 100449 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 8698 members 
Mstep: Class 29 contains 121861 members 
Mstep: Class 30 contains 59687 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 3061 members 
Entering Unmasked Estep 
Score: -181097136.000000 Penalty: 115847.835938
Splitting cluster 23 changes total score from -181094928.000000 to -181097136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -664507.562500 Penalty: 2116.883057
	Iteration 0F: 2 clusters Score -664507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -659945.750000 Penalty: 4233.766113
	Iteration 0F: 3 clusters Score -659945.8 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -660987.250000 Penalty: 4233.766113
	Iteration 1F: 3 clusters Score -660987.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -661200.500000 Penalty: 4233.766113
	Iteration 2F: 3 clusters Score -661200.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -661331.750000 Penalty: 4233.766113
	Iteration 3F: 3 clusters Score -661331.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -661404.750000 Penalty: 4233.766113
	Iteration 4Q: 3 clusters Score -661404.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -661447.062500 Penalty: 4233.766113
	Iteration 5Q: 3 clusters Score -661447.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -661485.625000 Penalty: 4233.766113
	Iteration 6Q: 3 clusters Score -661485.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -661512.937500 Penalty: 4233.766113
	Iteration 7Q: 3 clusters Score -661512.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -661529.562500 Penalty: 4233.766113
	Iteration 8Q: 3 clusters Score -661529.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -661544.000000 Penalty: 4233.766113
	Iteration 9Q: 3 clusters Score -661544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -661556.187500 Penalty: 4233.766113
	Iteration 10Q: 3 clusters Score -661556.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -661566.187500 Penalty: 4233.766113
	Iteration 11Q: 3 clusters Score -661566.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -661571.687500 Penalty: 4233.766113
	Iteration 12Q: 3 clusters Score -661571.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -661579.687500 Penalty: 4233.766113
	Iteration 13Q: 3 clusters Score -661579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -661590.125000 Penalty: 4233.766113
	Iteration 14Q: 3 clusters Score -661590.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -661606.937500 Penalty: 4233.766113
	Iteration 15Q: 3 clusters Score -661606.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -661616.312500 Penalty: 4233.766113
	Iteration 16Q: 3 clusters Score -661616.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -661630.312500 Penalty: 4233.766113
	Iteration 17Q: 3 clusters Score -661630.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -661641.812500 Penalty: 4233.766113
	Iteration 18Q: 3 clusters Score -661641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -661654.000000 Penalty: 4233.766113
	Iteration 19Q: 3 clusters Score -661654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -661662.812500 Penalty: 4233.766113
	Iteration 20F: 3 clusters Score -661662.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -661671.750000 Penalty: 4233.766113
	Iteration 21Q: 3 clusters Score -661671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -661679.875000 Penalty: 4233.766113
	Iteration 22Q: 3 clusters Score -661679.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -661685.750000 Penalty: 4233.766113
	Iteration 23Q: 3 clusters Score -661685.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -661692.187500 Penalty: 4233.766113
	Iteration 24Q: 3 clusters Score -661692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -661698.125000 Penalty: 4233.766113
	Iteration 25Q: 3 clusters Score -661698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -661700.750000 Penalty: 4233.766113
	Iteration 26Q: 3 clusters Score -661700.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -661714.125000 Penalty: 4233.766113
	Iteration 27Q: 3 clusters Score -661714.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -661722.187500 Penalty: 4233.766113
	Iteration 28Q: 3 clusters Score -661722.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -661731.000000 Penalty: 4233.766113
	Iteration 29Q: 3 clusters Score -661731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -661742.937500 Penalty: 4233.766113
	Iteration 30Q: 3 clusters Score -661742.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -661759.187500 Penalty: 4233.766113
	Iteration 31Q: 3 clusters Score -661759.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -661773.687500 Penalty: 4233.766113
	Iteration 32Q: 3 clusters Score -661773.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -661793.375000 Penalty: 4233.766113
	Iteration 33Q: 3 clusters Score -661793.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -661820.250000 Penalty: 4233.766113
	Iteration 34Q: 3 clusters Score -661820.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -661853.187500 Penalty: 4233.766113
	Iteration 35Q: 3 clusters Score -661853.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -661897.687500 Penalty: 4233.766113
	Iteration 36Q: 3 clusters Score -661897.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -661949.375000 Penalty: 4233.766113
	Iteration 37Q: 3 clusters Score -661949.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -662011.875000 Penalty: 4233.766113
	Iteration 38Q: 3 clusters Score -662011.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -662074.312500 Penalty: 4233.766113
	Iteration 39Q: 3 clusters Score -662074.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -662131.625000 Penalty: 4233.766113
	Iteration 40F: 3 clusters Score -662131.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -662182.062500 Penalty: 4233.766113
	Iteration 41Q: 3 clusters Score -662182.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -662230.500000 Penalty: 4233.766113
	Iteration 42Q: 3 clusters Score -662230.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -662291.875000 Penalty: 4233.766113
	Iteration 43Q: 3 clusters Score -662291.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -662353.937500 Penalty: 4233.766113
	Iteration 44Q: 3 clusters Score -662353.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -662412.750000 Penalty: 4233.766113
	Iteration 45Q: 3 clusters Score -662412.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -662468.062500 Penalty: 4233.766113
	Iteration 46Q: 3 clusters Score -662468.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -662512.937500 Penalty: 4233.766113
	Iteration 47Q: 3 clusters Score -662512.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -662558.187500 Penalty: 4233.766113
	Iteration 48Q: 3 clusters Score -662558.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -662602.250000 Penalty: 4233.766113
	Iteration 49Q: 3 clusters Score -662602.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -662638.937500 Penalty: 4233.766113
	Iteration 50Q: 3 clusters Score -662638.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -662674.625000 Penalty: 4233.766113
	Iteration 51Q: 3 clusters Score -662674.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -662707.062500 Penalty: 4233.766113
	Iteration 52Q: 3 clusters Score -662707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -662731.375000 Penalty: 4233.766113
	Iteration 53Q: 3 clusters Score -662731.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -662759.375000 Penalty: 4233.766113
	Iteration 54Q: 3 clusters Score -662759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -662780.625000 Penalty: 4233.766113
	Iteration 55Q: 3 clusters Score -662780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -662791.750000 Penalty: 4233.766113
	Iteration 56Q: 3 clusters Score -662791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -662801.687500 Penalty: 4233.766113
	Iteration 57Q: 3 clusters Score -662801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -662804.187500 Penalty: 4233.766113
	Iteration 58Q: 3 clusters Score -662804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -662808.187500 Penalty: 4233.766113
	Iteration 59Q: 3 clusters Score -662808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -662813.625000 Penalty: 4233.766113
	Iteration 60F: 3 clusters Score -662813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -662817.750000 Penalty: 4233.766113
	Iteration 61Q: 3 clusters Score -662817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -662819.500000 Penalty: 4233.766113
	Iteration 62Q: 3 clusters Score -662819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -662819.062500 Penalty: 4233.766113
	Iteration 63Q: 3 clusters Score -662819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -662819.062500 Penalty: 4233.766113
	Iteration 64F: 3 clusters Score -662819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Entering Unmasked Estep 
Score: -2062824.375000 Penalty: 2396.267822
	Iteration 0F: 2 clusters Score -2062824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2051521.750000 Penalty: 4792.535645
	Iteration 0F: 3 clusters Score -2051522 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2055149.000000 Penalty: 4792.535645
	Iteration 1F: 3 clusters Score -2055149 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2055507.000000 Penalty: 4792.535645
	Iteration 2F: 3 clusters Score -2055507 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2055784.875000 Penalty: 4792.535645
	Iteration 3Q: 3 clusters Score -2055785 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2056052.875000 Penalty: 4792.535645
	Iteration 4Q: 3 clusters Score -2056053 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2056351.000000 Penalty: 4792.535645
	Iteration 5Q: 3 clusters Score -2056351 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2056690.500000 Penalty: 4792.535645
	Iteration 6Q: 3 clusters Score -2056690 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2057108.250000 Penalty: 4792.535645
	Iteration 7Q: 3 clusters Score -2057108 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2057619.125000 Penalty: 4792.535645
	Iteration 8F: 3 clusters Score -2057619 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2058171.625000 Penalty: 4792.535645
	Iteration 9F: 3 clusters Score -2058172 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2058763.625000 Penalty: 4792.535645
	Iteration 10Q: 3 clusters Score -2058764 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2059351.250000 Penalty: 4792.535645
	Iteration 11Q: 3 clusters Score -2059351 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2059830.375000 Penalty: 4792.535645
	Iteration 12Q: 3 clusters Score -2059830 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2060169.750000 Penalty: 4792.535645
	Iteration 13Q: 3 clusters Score -2060170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2060372.750000 Penalty: 4792.535645
	Iteration 14Q: 3 clusters Score -2060373 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2060511.625000 Penalty: 4792.535645
	Iteration 15Q: 3 clusters Score -2060512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2060595.375000 Penalty: 4792.535645
	Iteration 16Q: 3 clusters Score -2060595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2060648.125000 Penalty: 4792.535645
	Iteration 17Q: 3 clusters Score -2060648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2060681.750000 Penalty: 4792.535645
	Iteration 18Q: 3 clusters Score -2060682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2060700.500000 Penalty: 4792.535645
	Iteration 19Q: 3 clusters Score -2060700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2060709.625000 Penalty: 4792.535645
	Iteration 20F: 3 clusters Score -2060710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2060714.250000 Penalty: 4792.535645
	Iteration 21Q: 3 clusters Score -2060714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2060722.500000 Penalty: 4792.535645
	Iteration 22Q: 3 clusters Score -2060722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2060730.125000 Penalty: 4792.535645
	Iteration 23Q: 3 clusters Score -2060730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2060737.875000 Penalty: 4792.535645
	Iteration 24Q: 3 clusters Score -2060738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2060739.000000 Penalty: 4792.535645
	Iteration 25Q: 3 clusters Score -2060739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2060740.875000 Penalty: 4792.535645
	Iteration 26Q: 3 clusters Score -2060741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2060739.375000 Penalty: 4792.535645
	Iteration 27Q: 3 clusters Score -2060739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2060744.750000 Penalty: 4792.535645
	Iteration 28Q: 3 clusters Score -2060745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2060745.875000 Penalty: 4792.535645
	Iteration 29Q: 3 clusters Score -2060746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2060745.875000 Penalty: 4792.535645
	Iteration 30F: 3 clusters Score -2060746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Entering Unmasked Estep 
Score: -1734635.875000 Penalty: 2355.484863
	Iteration 0F: 2 clusters Score -1734636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1724809.125000 Penalty: 4710.969727
	Iteration 0F: 3 clusters Score -1724809 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1727897.375000 Penalty: 4710.969727
	Iteration 1F: 3 clusters Score -1727897 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1728478.375000 Penalty: 4710.969727
	Iteration 2F: 3 clusters Score -1728478 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1729074.625000 Penalty: 4710.969727
	Iteration 3F: 3 clusters Score -1729075 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1729740.625000 Penalty: 4710.969727
	Iteration 4F: 3 clusters Score -1729741 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1730482.000000 Penalty: 4710.969727
	Iteration 5F: 3 clusters Score -1730482 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1731226.750000 Penalty: 4710.969727
	Iteration 6F: 3 clusters Score -1731227 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1731897.375000 Penalty: 4710.969727
	Iteration 7F: 3 clusters Score -1731897 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1732456.625000 Penalty: 4710.969727
	Iteration 8Q: 3 clusters Score -1732457 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1732941.750000 Penalty: 4710.969727
	Iteration 9Q: 3 clusters Score -1732942 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1733296.625000 Penalty: 4710.969727
	Iteration 10Q: 3 clusters Score -1733297 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1733515.000000 Penalty: 4710.969727
	Iteration 11Q: 3 clusters Score -1733515 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1733642.875000 Penalty: 4710.969727
	Iteration 12Q: 3 clusters Score -1733643 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1733725.750000 Penalty: 4710.969727
	Iteration 13Q: 3 clusters Score -1733726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1733793.750000 Penalty: 4710.969727
	Iteration 14Q: 3 clusters Score -1733794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1733817.875000 Penalty: 4710.969727
	Iteration 15Q: 3 clusters Score -1733818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1733844.000000 Penalty: 4710.969727
	Iteration 16Q: 3 clusters Score -1733844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1733862.250000 Penalty: 4710.969727
	Iteration 17Q: 3 clusters Score -1733862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1733877.000000 Penalty: 4710.969727
	Iteration 18Q: 3 clusters Score -1733877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1733876.750000 Penalty: 4710.969727
	Iteration 19Q: 3 clusters Score -1733877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1733876.875000 Penalty: 4710.969727
	Iteration 20F: 3 clusters Score -1733877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1733889.000000 Penalty: 4710.969727
	Iteration 21Q: 3 clusters Score -1733889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1733893.875000 Penalty: 4710.969727
	Iteration 22Q: 3 clusters Score -1733894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1733897.875000 Penalty: 4710.969727
	Iteration 23Q: 3 clusters Score -1733898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1733902.250000 Penalty: 4710.969727
	Iteration 24Q: 3 clusters Score -1733902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1733904.125000 Penalty: 4710.969727
	Iteration 25Q: 3 clusters Score -1733904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1733902.750000 Penalty: 4710.969727
	Iteration 26Q: 3 clusters Score -1733903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1733905.125000 Penalty: 4710.969727
	Iteration 27Q: 3 clusters Score -1733905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1733909.750000 Penalty: 4710.969727
	Iteration 28Q: 3 clusters Score -1733910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1733910.875000 Penalty: 4710.969727
	Iteration 29Q: 3 clusters Score -1733911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1733918.125000 Penalty: 4710.969727
	Iteration 30Q: 3 clusters Score -1733918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1733920.875000 Penalty: 4710.969727
	Iteration 31Q: 3 clusters Score -1733921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1733925.250000 Penalty: 4710.969727
	Iteration 32Q: 3 clusters Score -1733925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1733930.625000 Penalty: 4710.969727
	Iteration 33Q: 3 clusters Score -1733931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1733935.500000 Penalty: 4710.969727
	Iteration 34Q: 3 clusters Score -1733936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1733942.250000 Penalty: 4710.969727
	Iteration 35Q: 3 clusters Score -1733942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1733956.875000 Penalty: 4710.969727
	Iteration 36Q: 3 clusters Score -1733957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1733971.375000 Penalty: 4710.969727
	Iteration 37Q: 3 clusters Score -1733971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1733990.125000 Penalty: 4710.969727
	Iteration 38Q: 3 clusters Score -1733990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1734017.250000 Penalty: 4710.969727
	Iteration 39Q: 3 clusters Score -1734017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1734046.625000 Penalty: 4710.969727
	Iteration 40F: 3 clusters Score -1734047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1734068.000000 Penalty: 4710.969727
	Iteration 41Q: 3 clusters Score -1734068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1734088.750000 Penalty: 4710.969727
	Iteration 42Q: 3 clusters Score -1734089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1734127.500000 Penalty: 4710.969727
	Iteration 43Q: 3 clusters Score -1734128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1734163.250000 Penalty: 4710.969727
	Iteration 44Q: 3 clusters Score -1734163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1734203.875000 Penalty: 4710.969727
	Iteration 45Q: 3 clusters Score -1734204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1734250.625000 Penalty: 4710.969727
	Iteration 46Q: 3 clusters Score -1734251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1734295.375000 Penalty: 4710.969727
	Iteration 47Q: 3 clusters Score -1734295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1734328.750000 Penalty: 4710.969727
	Iteration 48Q: 3 clusters Score -1734329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1734358.000000 Penalty: 4710.969727
	Iteration 49Q: 3 clusters Score -1734358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1734385.875000 Penalty: 4710.969727
	Iteration 50Q: 3 clusters Score -1734386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1734402.375000 Penalty: 4710.969727
	Iteration 51Q: 3 clusters Score -1734402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1734426.375000 Penalty: 4710.969727
	Iteration 52Q: 3 clusters Score -1734426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1734439.750000 Penalty: 4710.969727
	Iteration 53Q: 3 clusters Score -1734440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1734449.875000 Penalty: 4710.969727
	Iteration 54Q: 3 clusters Score -1734450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1734456.125000 Penalty: 4710.969727
	Iteration 55Q: 3 clusters Score -1734456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1734455.625000 Penalty: 4710.969727
	Iteration 56Q: 3 clusters Score -1734456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1734459.625000 Penalty: 4710.969727
	Iteration 57Q: 3 clusters Score -1734460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1734467.750000 Penalty: 4710.969727
	Iteration 58Q: 3 clusters Score -1734468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1734468.500000 Penalty: 4710.969727
	Iteration 59Q: 3 clusters Score -1734468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1734474.875000 Penalty: 4710.969727
	Iteration 60F: 3 clusters Score -1734475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1734477.250000 Penalty: 4710.969727
	Iteration 61Q: 3 clusters Score -1734477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1734478.875000 Penalty: 4710.969727
	Iteration 62Q: 3 clusters Score -1734479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1734481.875000 Penalty: 4710.969727
	Iteration 63Q: 3 clusters Score -1734482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1734487.500000 Penalty: 4710.969727
	Iteration 64Q: 3 clusters Score -1734488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1734486.625000 Penalty: 4710.969727
	Iteration 65Q: 3 clusters Score -1734487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1734485.125000 Penalty: 4710.969727
	Iteration 66Q: 3 clusters Score -1734485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1734485.500000 Penalty: 4710.969727
	Iteration 67Q: 3 clusters Score -1734486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1734487.500000 Penalty: 4710.969727
	Iteration 68Q: 3 clusters Score -1734488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1734487.375000 Penalty: 4710.969727
	Iteration 69Q: 3 clusters Score -1734487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1734487.750000 Penalty: 4710.969727
	Iteration 70Q: 3 clusters Score -1734488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1734487.750000 Penalty: 4710.969727
	Iteration 71F: 3 clusters Score -1734488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Entering Unmasked Estep 
Score: -5770036.000000 Penalty: 2643.746094
	Iteration 0F: 2 clusters Score -5770036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5741276.500000 Penalty: 5287.492188
	Iteration 0F: 3 clusters Score -5741276 nChanged 19452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5752203.500000 Penalty: 5287.492188
	Iteration 1F: 3 clusters Score -5752204 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5752909.500000 Penalty: 5287.492188
	Iteration 2Q: 3 clusters Score -5752910 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5753670.500000 Penalty: 5287.492188
	Iteration 3Q: 3 clusters Score -5753670 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -5754635.500000 Penalty: 5287.492188
	Iteration 4Q: 3 clusters Score -5754636 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5755850.500000 Penalty: 5287.492188
	Iteration 5F: 3 clusters Score -5755850 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5287.492188
	Iteration 6F: 3 clusters Score -5757398 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5759247.500000 Penalty: 5287.492188
	Iteration 7F: 3 clusters Score -5759248 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -5760999.000000 Penalty: 5287.492188
	Iteration 8F: 3 clusters Score -5760999 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -5762632.000000 Penalty: 5287.492188
	Iteration 9Q: 3 clusters Score -5762632 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -5763773.500000 Penalty: 5287.492188
	Iteration 10Q: 3 clusters Score -5763774 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5764465.000000 Penalty: 5287.492188
	Iteration 11Q: 3 clusters Score -5764465 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5764872.000000 Penalty: 5287.492188
	Iteration 12Q: 3 clusters Score -5764872 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -5765104.000000 Penalty: 5287.492188
	Iteration 13Q: 3 clusters Score -5765104 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5765308.000000 Penalty: 5287.492188
	Iteration 14Q: 3 clusters Score -5765308 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5765491.000000 Penalty: 5287.492188
	Iteration 15Q: 3 clusters Score -5765491 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5765655.000000 Penalty: 5287.492188
	Iteration 16Q: 3 clusters Score -5765655 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5765783.500000 Penalty: 5287.492188
	Iteration 17Q: 3 clusters Score -5765784 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5765894.500000 Penalty: 5287.492188
	Iteration 18Q: 3 clusters Score -5765894 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5766021.000000 Penalty: 5287.492188
	Iteration 19Q: 3 clusters Score -5766021 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5766139.500000 Penalty: 5287.492188
	Iteration 20F: 3 clusters Score -5766140 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5766263.000000 Penalty: 5287.492188
	Iteration 21Q: 3 clusters Score -5766263 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5766364.000000 Penalty: 5287.492188
	Iteration 22Q: 3 clusters Score -5766364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5766468.000000 Penalty: 5287.492188
	Iteration 23Q: 3 clusters Score -5766468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5766567.000000 Penalty: 5287.492188
	Iteration 24Q: 3 clusters Score -5766567 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5766640.000000 Penalty: 5287.492188
	Iteration 25Q: 3 clusters Score -5766640 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5766737.000000 Penalty: 5287.492188
	Iteration 26Q: 3 clusters Score -5766737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5766798.000000 Penalty: 5287.492188
	Iteration 27Q: 3 clusters Score -5766798 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5766861.000000 Penalty: 5287.492188
	Iteration 28Q: 3 clusters Score -5766861 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5766937.000000 Penalty: 5287.492188
	Iteration 29Q: 3 clusters Score -5766937 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5767031.500000 Penalty: 5287.492188
	Iteration 30Q: 3 clusters Score -5767032 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5767102.500000 Penalty: 5287.492188
	Iteration 31Q: 3 clusters Score -5767102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5767144.500000 Penalty: 5287.492188
	Iteration 32Q: 3 clusters Score -5767144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5767160.500000 Penalty: 5287.492188
	Iteration 33Q: 3 clusters Score -5767160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -5767224.000000 Penalty: 5287.492188
	Iteration 34Q: 3 clusters Score -5767224 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -5767269.000000 Penalty: 5287.492188
	Iteration 35Q: 3 clusters Score -5767269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5767351.000000 Penalty: 5287.492188
	Iteration 36Q: 3 clusters Score -5767351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5767394.000000 Penalty: 5287.492188
	Iteration 37Q: 3 clusters Score -5767394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -5767436.500000 Penalty: 5287.492188
	Iteration 38Q: 3 clusters Score -5767436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5767460.000000 Penalty: 5287.492188
	Iteration 39Q: 3 clusters Score -5767460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5767494.500000 Penalty: 5287.492188
	Iteration 40F: 3 clusters Score -5767494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5767527.500000 Penalty: 5287.492188
	Iteration 41Q: 3 clusters Score -5767528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5767535.500000 Penalty: 5287.492188
	Iteration 42Q: 3 clusters Score -5767536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5767571.500000 Penalty: 5287.492188
	Iteration 43Q: 3 clusters Score -5767572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5767589.500000 Penalty: 5287.492188
	Iteration 44Q: 3 clusters Score -5767590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5767605.500000 Penalty: 5287.492188
	Iteration 45Q: 3 clusters Score -5767606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5767606.500000 Penalty: 5287.492188
	Iteration 46Q: 3 clusters Score -5767606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5767621.500000 Penalty: 5287.492188
	Iteration 47Q: 3 clusters Score -5767622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5767640.500000 Penalty: 5287.492188
	Iteration 48Q: 3 clusters Score -5767640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5767658.000000 Penalty: 5287.492188
	Iteration 49Q: 3 clusters Score -5767658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5767671.500000 Penalty: 5287.492188
	Iteration 50Q: 3 clusters Score -5767672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5767675.500000 Penalty: 5287.492188
	Iteration 51Q: 3 clusters Score -5767676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5767674.000000 Penalty: 5287.492188
	Iteration 52Q: 3 clusters Score -5767674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5767681.000000 Penalty: 5287.492188
	Iteration 53Q: 3 clusters Score -5767681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5767694.000000 Penalty: 5287.492188
	Iteration 54Q: 3 clusters Score -5767694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5767692.500000 Penalty: 5287.492188
	Iteration 55Q: 3 clusters Score -5767692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5767698.000000 Penalty: 5287.492188
	Iteration 56Q: 3 clusters Score -5767698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5767703.000000 Penalty: 5287.492188
	Iteration 57Q: 3 clusters Score -5767703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5767697.500000 Penalty: 5287.492188
	Iteration 58Q: 3 clusters Score -5767698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5767697.500000 Penalty: 5287.492188
	Iteration 59Q: 3 clusters Score -5767698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5767697.500000 Penalty: 5287.492188
	Iteration 60F: 3 clusters Score -5767698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -1165789.875000 Penalty: 2249.570312
	Iteration 0F: 2 clusters Score -1165790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1158925.000000 Penalty: 4499.140625
	Iteration 0F: 3 clusters Score -1158925 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1160830.875000 Penalty: 4499.140625
	Iteration 1F: 3 clusters Score -1160831 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1161095.625000 Penalty: 4499.140625
	Iteration 2F: 3 clusters Score -1161096 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1161279.000000 Penalty: 4499.140625
	Iteration 3Q: 3 clusters Score -1161279 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1161404.875000 Penalty: 4499.140625
	Iteration 4Q: 3 clusters Score -1161405 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1161523.500000 Penalty: 4499.140625
	Iteration 5Q: 3 clusters Score -1161524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1161614.375000 Penalty: 4499.140625
	Iteration 6Q: 3 clusters Score -1161614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1161699.875000 Penalty: 4499.140625
	Iteration 7Q: 3 clusters Score -1161700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1161770.250000 Penalty: 4499.140625
	Iteration 8Q: 3 clusters Score -1161770 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1161826.750000 Penalty: 4499.140625
	Iteration 9Q: 3 clusters Score -1161827 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1161880.625000 Penalty: 4499.140625
	Iteration 10Q: 3 clusters Score -1161881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1161936.625000 Penalty: 4499.140625
	Iteration 11Q: 3 clusters Score -1161937 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1162000.000000 Penalty: 4499.140625
	Iteration 12Q: 3 clusters Score -1162000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1162088.250000 Penalty: 4499.140625
	Iteration 13Q: 3 clusters Score -1162088 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1162171.375000 Penalty: 4499.140625
	Iteration 14Q: 3 clusters Score -1162171 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1162262.125000 Penalty: 4499.140625
	Iteration 15Q: 3 clusters Score -1162262 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1162361.000000 Penalty: 4499.140625
	Iteration 16Q: 3 clusters Score -1162361 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1162470.625000 Penalty: 4499.140625
	Iteration 17Q: 3 clusters Score -1162471 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1162567.750000 Penalty: 4499.140625
	Iteration 18Q: 3 clusters Score -1162568 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1162675.250000 Penalty: 4499.140625
	Iteration 19Q: 3 clusters Score -1162675 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1162783.625000 Penalty: 4499.140625
	Iteration 20F: 3 clusters Score -1162784 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1162896.250000 Penalty: 4499.140625
	Iteration 21Q: 3 clusters Score -1162896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1163010.625000 Penalty: 4499.140625
	Iteration 22Q: 3 clusters Score -1163011 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1163112.500000 Penalty: 4499.140625
	Iteration 23Q: 3 clusters Score -1163112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1163198.750000 Penalty: 4499.140625
	Iteration 24Q: 3 clusters Score -1163199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1163277.500000 Penalty: 4499.140625
	Iteration 25Q: 3 clusters Score -1163278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1163351.375000 Penalty: 4499.140625
	Iteration 26Q: 3 clusters Score -1163351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1163421.000000 Penalty: 4499.140625
	Iteration 27Q: 3 clusters Score -1163421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1163475.125000 Penalty: 4499.140625
	Iteration 28Q: 3 clusters Score -1163475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1163537.000000 Penalty: 4499.140625
	Iteration 29Q: 3 clusters Score -1163537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1163575.750000 Penalty: 4499.140625
	Iteration 30Q: 3 clusters Score -1163576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1163617.750000 Penalty: 4499.140625
	Iteration 31Q: 3 clusters Score -1163618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1163640.750000 Penalty: 4499.140625
	Iteration 32Q: 3 clusters Score -1163641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1163660.000000 Penalty: 4499.140625
	Iteration 33Q: 3 clusters Score -1163660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1163681.250000 Penalty: 4499.140625
	Iteration 34Q: 3 clusters Score -1163681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1163698.875000 Penalty: 4499.140625
	Iteration 35Q: 3 clusters Score -1163699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1163713.000000 Penalty: 4499.140625
	Iteration 36Q: 3 clusters Score -1163713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1163728.125000 Penalty: 4499.140625
	Iteration 37Q: 3 clusters Score -1163728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1163751.750000 Penalty: 4499.140625
	Iteration 38Q: 3 clusters Score -1163752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1163765.250000 Penalty: 4499.140625
	Iteration 39Q: 3 clusters Score -1163765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1163769.000000 Penalty: 4499.140625
	Iteration 40F: 3 clusters Score -1163769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1163780.875000 Penalty: 4499.140625
	Iteration 41Q: 3 clusters Score -1163781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1163794.750000 Penalty: 4499.140625
	Iteration 42Q: 3 clusters Score -1163795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1163804.000000 Penalty: 4499.140625
	Iteration 43Q: 3 clusters Score -1163804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1163817.000000 Penalty: 4499.140625
	Iteration 44Q: 3 clusters Score -1163817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1163829.125000 Penalty: 4499.140625
	Iteration 45Q: 3 clusters Score -1163829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1163835.375000 Penalty: 4499.140625
	Iteration 46Q: 3 clusters Score -1163835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1163837.375000 Penalty: 4499.140625
	Iteration 47Q: 3 clusters Score -1163837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1163840.000000 Penalty: 4499.140625
	Iteration 48Q: 3 clusters Score -1163840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1163843.375000 Penalty: 4499.140625
	Iteration 49Q: 3 clusters Score -1163843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1163847.125000 Penalty: 4499.140625
	Iteration 50Q: 3 clusters Score -1163847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1163848.750000 Penalty: 4499.140625
	Iteration 51Q: 3 clusters Score -1163849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1163852.875000 Penalty: 4499.140625
	Iteration 52Q: 3 clusters Score -1163853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1163852.000000 Penalty: 4499.140625
	Iteration 53Q: 3 clusters Score -1163852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1163851.000000 Penalty: 4499.140625
	Iteration 54Q: 3 clusters Score -1163851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1163854.125000 Penalty: 4499.140625
	Iteration 55Q: 3 clusters Score -1163854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1163852.625000 Penalty: 4499.140625
	Iteration 56Q: 3 clusters Score -1163853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1163852.875000 Penalty: 4499.140625
	Iteration 57Q: 3 clusters Score -1163853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1163853.750000 Penalty: 4499.140625
	Iteration 58Q: 3 clusters Score -1163854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1163855.375000 Penalty: 4499.140625
	Iteration 59Q: 3 clusters Score -1163855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1163855.375000 Penalty: 4499.140625
	Iteration 60F: 3 clusters Score -1163855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Entering Unmasked Estep 
Score: -15198077.000000 Penalty: 2904.237793
	Iteration 0F: 2 clusters Score -1.519808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -15116924.000000 Penalty: 5808.475586
	Iteration 0F: 3 clusters Score -1.511692e+07 nChanged 57601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -15149684.000000 Penalty: 5808.475586
	Iteration 1F: 3 clusters Score -1.514968e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -15150996.000000 Penalty: 5808.475586
	Iteration 2Q: 3 clusters Score -1.5151e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -15152490.000000 Penalty: 5808.475586
	Iteration 3Q: 3 clusters Score -1.515249e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -15154720.000000 Penalty: 5808.475586
	Iteration 4Q: 3 clusters Score -1.515472e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -15157457.000000 Penalty: 5808.475586
	Iteration 5Q: 3 clusters Score -1.515746e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -15161003.000000 Penalty: 5808.475586
	Iteration 6F: 3 clusters Score -1.5161e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -15165619.000000 Penalty: 5808.475586
	Iteration 7F: 3 clusters Score -1.516562e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -15171155.000000 Penalty: 5808.475586
	Iteration 8F: 3 clusters Score -1.517116e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -15177515.000000 Penalty: 5808.475586
	Iteration 9F: 3 clusters Score -1.517752e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -15183879.000000 Penalty: 5808.475586
	Iteration 10F: 3 clusters Score -1.518388e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -15188762.000000 Penalty: 5808.475586
	Iteration 11F: 3 clusters Score -1.518876e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -15191870.000000 Penalty: 5808.475586
	Iteration 12Q: 3 clusters Score -1.519187e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117395 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -15193741.000000 Penalty: 5808.475586
	Iteration 13Q: 3 clusters Score -1.519374e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -15194724.000000 Penalty: 5808.475586
	Iteration 14Q: 3 clusters Score -1.519472e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -15195279.000000 Penalty: 5808.475586
	Iteration 15Q: 3 clusters Score -1.519528e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -15195604.000000 Penalty: 5808.475586
	Iteration 16Q: 3 clusters Score -1.51956e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -15195837.000000 Penalty: 5808.475586
	Iteration 17Q: 3 clusters Score -1.519584e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120043 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15196003.000000 Penalty: 5808.475586
	Iteration 18Q: 3 clusters Score -1.5196e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -15196068.000000 Penalty: 5808.475586
	Iteration 19Q: 3 clusters Score -1.519607e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15196131.000000 Penalty: 5808.475586
	Iteration 20F: 3 clusters Score -1.519613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15196178.000000 Penalty: 5808.475586
	Iteration 21Q: 3 clusters Score -1.519618e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15196214.000000 Penalty: 5808.475586
	Iteration 22Q: 3 clusters Score -1.519621e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15196219.000000 Penalty: 5808.475586
	Iteration 23Q: 3 clusters Score -1.519622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15196225.000000 Penalty: 5808.475586
	Iteration 24Q: 3 clusters Score -1.519622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120208 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15196256.000000 Penalty: 5808.475586
	Iteration 25Q: 3 clusters Score -1.519626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15196265.000000 Penalty: 5808.475586
	Iteration 26Q: 3 clusters Score -1.519626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15196262.000000 Penalty: 5808.475586
	Iteration 27Q: 3 clusters Score -1.519626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15196276.000000 Penalty: 5808.475586
	Iteration 28Q: 3 clusters Score -1.519628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15196258.000000 Penalty: 5808.475586
	Iteration 29Q: 3 clusters Score -1.519626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15196285.000000 Penalty: 5808.475586
	Iteration 30Q: 3 clusters Score -1.519628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15196281.000000 Penalty: 5808.475586
	Iteration 31Q: 3 clusters Score -1.519628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120217 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -15196282.000000 Penalty: 5808.475586
	Iteration 32Q: 3 clusters Score -1.519628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15196283.000000 Penalty: 5808.475586
	Iteration 33Q: 3 clusters Score -1.519628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15196276.000000 Penalty: 5808.475586
	Iteration 34Q: 3 clusters Score -1.519628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15196287.000000 Penalty: 5808.475586
	Iteration 35Q: 3 clusters Score -1.519629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15196275.000000 Penalty: 5808.475586
	Iteration 36Q: 3 clusters Score -1.519628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15196290.000000 Penalty: 5808.475586
	Iteration 37Q: 3 clusters Score -1.519629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15196289.000000 Penalty: 5808.475586
	Iteration 38Q: 3 clusters Score -1.519629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15196285.000000 Penalty: 5808.475586
	Iteration 39Q: 3 clusters Score -1.519628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15196292.000000 Penalty: 5808.475586
	Iteration 40F: 3 clusters Score -1.519629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15196280.000000 Penalty: 5808.475586
	Iteration 41Q: 3 clusters Score -1.519628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15196287.000000 Penalty: 5808.475586
	Iteration 42Q: 3 clusters Score -1.519629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15196287.000000 Penalty: 5808.475586
	Iteration 43Q: 3 clusters Score -1.519629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15196285.000000 Penalty: 5808.475586
	Iteration 44Q: 3 clusters Score -1.519628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15196279.000000 Penalty: 5808.475586
	Iteration 45Q: 3 clusters Score -1.519628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15196279.000000 Penalty: 5808.475586
	Iteration 46F: 3 clusters Score -1.519628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Entering Unmasked Estep 
Score: -8036116.500000 Penalty: 2727.223633
	Iteration 0F: 2 clusters Score -8036116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -7995801.500000 Penalty: 5454.447266
	Iteration 0F: 3 clusters Score -7995802 nChanged 27772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -8011301.000000 Penalty: 5454.447266
	Iteration 1F: 3 clusters Score -8011301 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -8011774.500000 Penalty: 5454.447266
	Iteration 2Q: 3 clusters Score -8011774 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -8012176.500000 Penalty: 5454.447266
	Iteration 3Q: 3 clusters Score -8012176 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8012585.000000 Penalty: 5454.447266
	Iteration 4Q: 3 clusters Score -8012585 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -8013026.000000 Penalty: 5454.447266
	Iteration 5Q: 3 clusters Score -8013026 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -8013537.500000 Penalty: 5454.447266
	Iteration 6Q: 3 clusters Score -8013538 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8014199.500000 Penalty: 5454.447266
	Iteration 7Q: 3 clusters Score -8014200 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -8015022.000000 Penalty: 5454.447266
	Iteration 8Q: 3 clusters Score -8015022 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -8016350.500000 Penalty: 5454.447266
	Iteration 9Q: 3 clusters Score -8016350 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8018420.500000 Penalty: 5454.447266
	Iteration 10F: 3 clusters Score -8018420 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -8021481.000000 Penalty: 5454.447266
	Iteration 11F: 3 clusters Score -8021481 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -8025435.500000 Penalty: 5454.447266
	Iteration 12F: 3 clusters Score -8025436 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -8029208.500000 Penalty: 5454.447266
	Iteration 13F: 3 clusters Score -8029208 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -8031754.500000 Penalty: 5454.447266
	Iteration 14Q: 3 clusters Score -8031754 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -8032935.000000 Penalty: 5454.447266
	Iteration 15Q: 3 clusters Score -8032935 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -8033337.000000 Penalty: 5454.447266
	Iteration 16Q: 3 clusters Score -8033337 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -8033533.000000 Penalty: 5454.447266
	Iteration 17Q: 3 clusters Score -8033533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -8033610.500000 Penalty: 5454.447266
	Iteration 18Q: 3 clusters Score -8033610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -8033660.500000 Penalty: 5454.447266
	Iteration 19Q: 3 clusters Score -8033660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -8033671.000000 Penalty: 5454.447266
	Iteration 20F: 3 clusters Score -8033671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -8033680.500000 Penalty: 5454.447266
	Iteration 21Q: 3 clusters Score -8033680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -8033681.000000 Penalty: 5454.447266
	Iteration 22Q: 3 clusters Score -8033681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -8033681.000000 Penalty: 5454.447266
	Iteration 23Q: 3 clusters Score -8033681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -8033681.500000 Penalty: 5454.447266
	Iteration 24Q: 3 clusters Score -8033682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -8033682.000000 Penalty: 5454.447266
	Iteration 25Q: 3 clusters Score -8033682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -8033685.000000 Penalty: 5454.447266
	Iteration 26Q: 3 clusters Score -8033685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -8033688.000000 Penalty: 5454.447266
	Iteration 27Q: 3 clusters Score -8033688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -8033697.000000 Penalty: 5454.447266
	Iteration 28Q: 3 clusters Score -8033697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -8033709.500000 Penalty: 5454.447266
	Iteration 29Q: 3 clusters Score -8033710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -8033704.500000 Penalty: 5454.447266
	Iteration 30Q: 3 clusters Score -8033704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -8033704.500000 Penalty: 5454.447266
	Iteration 31F: 3 clusters Score -8033704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Entering Unmasked Estep 
Score: -2334092.750000 Penalty: 2419.495605
	Iteration 0F: 2 clusters Score -2334093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2321760.000000 Penalty: 4838.991211
	Iteration 0F: 3 clusters Score -2321760 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2325880.750000 Penalty: 4838.991211
	Iteration 1F: 3 clusters Score -2325881 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2326349.750000 Penalty: 4838.991211
	Iteration 2F: 3 clusters Score -2326350 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2326835.500000 Penalty: 4838.991211
	Iteration 3F: 3 clusters Score -2326836 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2327381.750000 Penalty: 4838.991211
	Iteration 4F: 3 clusters Score -2327382 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2328016.750000 Penalty: 4838.991211
	Iteration 5F: 3 clusters Score -2328017 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2328686.750000 Penalty: 4838.991211
	Iteration 6F: 3 clusters Score -2328687 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2329422.000000 Penalty: 4838.991211
	Iteration 7F: 3 clusters Score -2329422 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2330180.500000 Penalty: 4838.991211
	Iteration 8F: 3 clusters Score -2330180 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2330849.750000 Penalty: 4838.991211
	Iteration 9Q: 3 clusters Score -2330850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2331397.750000 Penalty: 4838.991211
	Iteration 10Q: 3 clusters Score -2331398 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2331733.250000 Penalty: 4838.991211
	Iteration 11Q: 3 clusters Score -2331733 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2331928.500000 Penalty: 4838.991211
	Iteration 12Q: 3 clusters Score -2331928 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2332055.000000 Penalty: 4838.991211
	Iteration 13Q: 3 clusters Score -2332055 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2332164.500000 Penalty: 4838.991211
	Iteration 14Q: 3 clusters Score -2332164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2332234.000000 Penalty: 4838.991211
	Iteration 15Q: 3 clusters Score -2332234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2332288.750000 Penalty: 4838.991211
	Iteration 16Q: 3 clusters Score -2332289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2332345.750000 Penalty: 4838.991211
	Iteration 17Q: 3 clusters Score -2332346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2332391.750000 Penalty: 4838.991211
	Iteration 18Q: 3 clusters Score -2332392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2332410.250000 Penalty: 4838.991211
	Iteration 19Q: 3 clusters Score -2332410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2332424.750000 Penalty: 4838.991211
	Iteration 20F: 3 clusters Score -2332425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2332442.250000 Penalty: 4838.991211
	Iteration 21Q: 3 clusters Score -2332442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2332463.000000 Penalty: 4838.991211
	Iteration 22Q: 3 clusters Score -2332463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2332477.500000 Penalty: 4838.991211
	Iteration 23Q: 3 clusters Score -2332478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2332487.750000 Penalty: 4838.991211
	Iteration 24Q: 3 clusters Score -2332488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2332491.750000 Penalty: 4838.991211
	Iteration 25Q: 3 clusters Score -2332492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2332498.000000 Penalty: 4838.991211
	Iteration 26Q: 3 clusters Score -2332498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2332503.000000 Penalty: 4838.991211
	Iteration 27Q: 3 clusters Score -2332503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2332507.750000 Penalty: 4838.991211
	Iteration 28Q: 3 clusters Score -2332508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2332516.500000 Penalty: 4838.991211
	Iteration 29Q: 3 clusters Score -2332516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2332522.500000 Penalty: 4838.991211
	Iteration 30Q: 3 clusters Score -2332522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2332532.750000 Penalty: 4838.991211
	Iteration 31Q: 3 clusters Score -2332533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2332540.750000 Penalty: 4838.991211
	Iteration 32Q: 3 clusters Score -2332541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2332540.000000 Penalty: 4838.991211
	Iteration 33Q: 3 clusters Score -2332540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2332548.000000 Penalty: 4838.991211
	Iteration 34Q: 3 clusters Score -2332548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2332550.000000 Penalty: 4838.991211
	Iteration 35Q: 3 clusters Score -2332550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2332550.500000 Penalty: 4838.991211
	Iteration 36Q: 3 clusters Score -2332550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2332549.250000 Penalty: 4838.991211
	Iteration 37Q: 3 clusters Score -2332549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2332549.250000 Penalty: 4838.991211
	Iteration 38F: 3 clusters Score -2332549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -869078.000000 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -869078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -863420.937500 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -863420.9 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -865184.062500 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -865184.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -865612.312500 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -865612.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -865904.000000 Penalty: 4381.758789
	Iteration 3F: 3 clusters Score -865904 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -866210.250000 Penalty: 4381.758789
	Iteration 4F: 3 clusters Score -866210.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -866506.687500 Penalty: 4381.758789
	Iteration 5F: 3 clusters Score -866506.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -866805.375000 Penalty: 4381.758789
	Iteration 6F: 3 clusters Score -866805.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -867050.812500 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -867050.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -867228.437500 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -867228.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -867353.687500 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -867353.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -867460.875000 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -867460.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -867539.937500 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -867539.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -867598.812500 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -867598.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -867662.062500 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -867662.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -867727.500000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -867727.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -867793.000000 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -867793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -867841.250000 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -867841.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -867890.750000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -867890.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -867925.937500 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -867925.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -867954.687500 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -867954.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -867976.062500 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -867976.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -867997.312500 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -867997.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -868006.375000 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -868006.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -868016.812500 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -868016.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -868031.250000 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -868031.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -868040.187500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -868040.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -868049.937500 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -868049.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -868058.750000 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -868058.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -868071.562500 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -868071.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -868080.437500 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -868080.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -868086.562500 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -868086.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -868092.812500 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -868092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -868098.500000 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -868098.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -868100.937500 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -868100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -868103.250000 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -868103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -868108.437500 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -868108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -868107.750000 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -868107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -868109.187500 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -868109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -868108.875000 Penalty: 4381.758789
	Iteration 38Q: 3 clusters Score -868108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -868108.875000 Penalty: 4381.758789
	Iteration 39F: 3 clusters Score -868108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 136573 members 
Mstep: Class 7 contains 232144 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 21734 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 93835 members 
Mstep: Class 16 contains 117919 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 142415 members 
Mstep: Class 20 contains 100449 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 8698 members 
Mstep: Class 29 contains 121861 members 
Mstep: Class 30 contains 59687 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 6865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097840.000000 Penalty: 115847.835938
Iteration 79Q: 34 clusters Score -1.810978e+08 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 28935 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 8975 members 
Mstep: Class 6 contains 136452 members 
Mstep: Class 7 contains 232097 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 68517 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 93329 members 
Mstep: Class 16 contains 119123 members 
Mstep: Class 17 contains 69868 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 140883 members 
Mstep: Class 20 contains 100775 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15720 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 42624 members 
Mstep: Class 28 contains 8707 members 
Mstep: Class 29 contains 122350 members 
Mstep: Class 30 contains 60122 members 
Mstep: Class 31 contains 17282 members 
Mstep: Class 32 contains 6852 members 
Mstep: Class 33 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098960.000000 Penalty: 115847.835938
Iteration 80F: 34 clusters Score -1.81099e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8405 members 
Mstep: Class 3 contains 28907 members 
Mstep: Class 4 contains 19640 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 136293 members 
Mstep: Class 7 contains 232026 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 21670 members 
Mstep: Class 13 contains 68493 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 92826 members 
Mstep: Class 16 contains 120456 members 
Mstep: Class 17 contains 69879 members 
Mstep: Class 18 contains 15228 members 
Mstep: Class 19 contains 139261 members 
Mstep: Class 20 contains 101058 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15707 members 
Mstep: Class 26 contains 13357 members 
Mstep: Class 27 contains 42608 members 
Mstep: Class 28 contains 8719 members 
Mstep: Class 29 contains 122339 members 
Mstep: Class 30 contains 60612 members 
Mstep: Class 31 contains 17301 members 
Mstep: Class 32 contains 6834 members 
Mstep: Class 33 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099392.000000 Penalty: 115847.835938
Iteration 81Q: 34 clusters Score -1.810994e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 28879 members 
Mstep: Class 4 contains 19614 members 
Mstep: Class 5 contains 8943 members 
Mstep: Class 6 contains 136169 members 
Mstep: Class 7 contains 231937 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 21628 members 
Mstep: Class 13 contains 68481 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 92324 members 
Mstep: Class 16 contains 121984 members 
Mstep: Class 17 contains 69876 members 
Mstep: Class 18 contains 15209 members 
Mstep: Class 19 contains 137567 members 
Mstep: Class 20 contains 101320 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15708 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 42593 members 
Mstep: Class 28 contains 8730 members 
Mstep: Class 29 contains 122386 members 
Mstep: Class 30 contains 61083 members 
Mstep: Class 31 contains 17317 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099872.000000 Penalty: 115847.835938
Iteration 82Q: 34 clusters Score -1.810999e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 28869 members 
Mstep: Class 4 contains 19605 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 6 contains 136023 members 
Mstep: Class 7 contains 231870 members 
Mstep: Class 8 contains 8524 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 21581 members 
Mstep: Class 13 contains 68449 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 91858 members 
Mstep: Class 16 contains 123624 members 
Mstep: Class 17 contains 69871 members 
Mstep: Class 18 contains 15180 members 
Mstep: Class 19 contains 135743 members 
Mstep: Class 20 contains 101560 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 10945 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15708 members 
Mstep: Class 26 contains 13376 members 
Mstep: Class 27 contains 42572 members 
Mstep: Class 28 contains 8746 members 
Mstep: Class 29 contains 122461 members 
Mstep: Class 30 contains 61558 members 
Mstep: Class 31 contains 17337 members 
Mstep: Class 32 contains 6819 members 
Mstep: Class 33 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101072.000000 Penalty: 115847.835938
Iteration 83Q: 34 clusters Score -1.811011e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 3 contains 28863 members 
Mstep: Class 4 contains 19572 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 135883 members 
Mstep: Class 7 contains 231768 members 
Mstep: Class 8 contains 8317 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 21529 members 
Mstep: Class 13 contains 68429 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 91439 members 
Mstep: Class 16 contains 125343 members 
Mstep: Class 17 contains 69875 members 
Mstep: Class 18 contains 15174 members 
Mstep: Class 19 contains 133919 members 
Mstep: Class 20 contains 101797 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 22 contains 7729 members 
Mstep: Class 23 contains 11237 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15716 members 
Mstep: Class 26 contains 13388 members 
Mstep: Class 27 contains 42547 members 
Mstep: Class 28 contains 8759 members 
Mstep: Class 29 contains 122507 members 
Mstep: Class 30 contains 62016 members 
Mstep: Class 31 contains 17352 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101760.000000 Penalty: 115847.835938
Iteration 84Q: 34 clusters Score -1.811018e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 28854 members 
Mstep: Class 4 contains 19553 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 135751 members 
Mstep: Class 7 contains 231730 members 
Mstep: Class 8 contains 8075 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 21480 members 
Mstep: Class 13 contains 68409 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 91053 members 
Mstep: Class 16 contains 127165 members 
Mstep: Class 17 contains 69867 members 
Mstep: Class 18 contains 15173 members 
Mstep: Class 19 contains 131876 members 
Mstep: Class 20 contains 102029 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 11553 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15727 members 
Mstep: Class 26 contains 13399 members 
Mstep: Class 27 contains 42529 members 
Mstep: Class 28 contains 8775 members 
Mstep: Class 29 contains 122556 members 
Mstep: Class 30 contains 62493 members 
Mstep: Class 31 contains 17353 members 
Mstep: Class 32 contains 6814 members 
Mstep: Class 33 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102704.000000 Penalty: 115847.835938
Iteration 85Q: 34 clusters Score -1.811027e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 28840 members 
Mstep: Class 4 contains 19555 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 135607 members 
Mstep: Class 7 contains 231675 members 
Mstep: Class 8 contains 7862 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4688 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 21434 members 
Mstep: Class 13 contains 68399 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 90689 members 
Mstep: Class 16 contains 129133 members 
Mstep: Class 17 contains 69867 members 
Mstep: Class 18 contains 15172 members 
Mstep: Class 19 contains 129739 members 
Mstep: Class 20 contains 102242 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 7737 members 
Mstep: Class 23 contains 11898 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 15728 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 42508 members 
Mstep: Class 28 contains 8789 members 
Mstep: Class 29 contains 122590 members 
Mstep: Class 30 contains 62921 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 6799 members 
Mstep: Class 33 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102976.000000 Penalty: 115847.835938
Iteration 86Q: 34 clusters Score -1.81103e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 28819 members 
Mstep: Class 4 contains 19550 members 
Mstep: Class 5 contains 8865 members 
Mstep: Class 6 contains 135455 members 
Mstep: Class 7 contains 231621 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 21399 members 
Mstep: Class 13 contains 68390 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 90317 members 
Mstep: Class 16 contains 131116 members 
Mstep: Class 17 contains 69865 members 
Mstep: Class 18 contains 15167 members 
Mstep: Class 19 contains 127590 members 
Mstep: Class 20 contains 102408 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 7739 members 
Mstep: Class 23 contains 12278 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 15722 members 
Mstep: Class 26 contains 13416 members 
Mstep: Class 27 contains 42495 members 
Mstep: Class 28 contains 8797 members 
Mstep: Class 29 contains 122659 members 
Mstep: Class 30 contains 63366 members 
Mstep: Class 31 contains 17364 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103952.000000 Penalty: 115847.835938
Iteration 87Q: 34 clusters Score -1.81104e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 28803 members 
Mstep: Class 4 contains 19550 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 135269 members 
Mstep: Class 7 contains 231550 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 21363 members 
Mstep: Class 13 contains 68366 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 89958 members 
Mstep: Class 16 contains 133096 members 
Mstep: Class 17 contains 69860 members 
Mstep: Class 18 contains 15177 members 
Mstep: Class 19 contains 125412 members 
Mstep: Class 20 contains 102589 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15727 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 42474 members 
Mstep: Class 28 contains 8801 members 
Mstep: Class 29 contains 122710 members 
Mstep: Class 30 contains 63825 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105376.000000 Penalty: 115847.835938
Iteration 88Q: 34 clusters Score -1.811054e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 28789 members 
Mstep: Class 4 contains 19563 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 135092 members 
Mstep: Class 7 contains 231500 members 
Mstep: Class 8 contains 7250 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 68353 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 89642 members 
Mstep: Class 16 contains 135019 members 
Mstep: Class 17 contains 69857 members 
Mstep: Class 18 contains 15180 members 
Mstep: Class 19 contains 123231 members 
Mstep: Class 20 contains 102777 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 13084 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15734 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 42442 members 
Mstep: Class 28 contains 8810 members 
Mstep: Class 29 contains 122795 members 
Mstep: Class 30 contains 64239 members 
Mstep: Class 31 contains 17373 members 
Mstep: Class 32 contains 6792 members 
Mstep: Class 33 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106288.000000 Penalty: 115847.835938
Iteration 89Q: 34 clusters Score -1.811063e+08 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8119 members 
Mstep: Class 3 contains 28774 members 
Mstep: Class 4 contains 19565 members 
Mstep: Class 5 contains 8865 members 
Mstep: Class 6 contains 134919 members 
Mstep: Class 7 contains 231459 members 
Mstep: Class 8 contains 7062 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 5548 members 
Mstep: Class 12 contains 21285 members 
Mstep: Class 13 contains 68350 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 89339 members 
Mstep: Class 16 contains 136937 members 
Mstep: Class 17 contains 69850 members 
Mstep: Class 18 contains 15179 members 
Mstep: Class 19 contains 121011 members 
Mstep: Class 20 contains 102942 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 7735 members 
Mstep: Class 23 contains 13467 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 15739 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 42420 members 
Mstep: Class 28 contains 8812 members 
Mstep: Class 29 contains 122944 members 
Mstep: Class 30 contains 64665 members 
Mstep: Class 31 contains 17393 members 
Mstep: Class 32 contains 6792 members 
Mstep: Class 33 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106640.000000 Penalty: 115847.835938
Iteration 90Q: 34 clusters Score -1.811066e+08 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 28763 members 
Mstep: Class 4 contains 19554 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 134714 members 
Mstep: Class 7 contains 231458 members 
Mstep: Class 8 contains 6875 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 21245 members 
Mstep: Class 13 contains 68348 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 89055 members 
Mstep: Class 16 contains 138971 members 
Mstep: Class 17 contains 69840 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 118656 members 
Mstep: Class 20 contains 103103 members 
Mstep: Class 21 contains 4007 members 
Mstep: Class 22 contains 7737 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 15751 members 
Mstep: Class 26 contains 13449 members 
Mstep: Class 27 contains 42398 members 
Mstep: Class 28 contains 8813 members 
Mstep: Class 29 contains 123061 members 
Mstep: Class 30 contains 65063 members 
Mstep: Class 31 contains 17416 members 
Mstep: Class 32 contains 6800 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181107472.000000 Penalty: 115847.835938
Iteration 91Q: 34 clusters Score -1.811075e+08 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 28751 members 
Mstep: Class 4 contains 19539 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 134547 members 
Mstep: Class 7 contains 231447 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 21192 members 
Mstep: Class 13 contains 68340 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 88816 members 
Mstep: Class 16 contains 140966 members 
Mstep: Class 17 contains 69847 members 
Mstep: Class 18 contains 15199 members 
Mstep: Class 19 contains 116380 members 
Mstep: Class 20 contains 103256 members 
Mstep: Class 21 contains 4006 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 14228 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 15764 members 
Mstep: Class 26 contains 13451 members 
Mstep: Class 27 contains 42374 members 
Mstep: Class 28 contains 8815 members 
Mstep: Class 29 contains 123165 members 
Mstep: Class 30 contains 65433 members 
Mstep: Class 31 contains 17431 members 
Mstep: Class 32 contains 6799 members 
Mstep: Class 33 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181107952.000000 Penalty: 115847.835938
Iteration 92Q: 34 clusters Score -1.81108e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 28739 members 
Mstep: Class 4 contains 19529 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 134362 members 
Mstep: Class 7 contains 231439 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 21144 members 
Mstep: Class 13 contains 68330 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 88569 members 
Mstep: Class 16 contains 142871 members 
Mstep: Class 17 contains 69841 members 
Mstep: Class 18 contains 15209 members 
Mstep: Class 19 contains 114180 members 
Mstep: Class 20 contains 103387 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 7739 members 
Mstep: Class 23 contains 14584 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 15780 members 
Mstep: Class 26 contains 13459 members 
Mstep: Class 27 contains 42341 members 
Mstep: Class 28 contains 8822 members 
Mstep: Class 29 contains 123285 members 
Mstep: Class 30 contains 65830 members 
Mstep: Class 31 contains 17439 members 
Mstep: Class 32 contains 6789 members 
Mstep: Class 33 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181108640.000000 Penalty: 115847.835938
Iteration 93Q: 34 clusters Score -1.811086e+08 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 28727 members 
Mstep: Class 4 contains 19508 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 134171 members 
Mstep: Class 7 contains 231416 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 21094 members 
Mstep: Class 13 contains 68313 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 88321 members 
Mstep: Class 16 contains 144619 members 
Mstep: Class 17 contains 69855 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 19 contains 112180 members 
Mstep: Class 20 contains 103488 members 
Mstep: Class 21 contains 4009 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 14924 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 15798 members 
Mstep: Class 26 contains 13462 members 
Mstep: Class 27 contains 42317 members 
Mstep: Class 28 contains 8827 members 
Mstep: Class 29 contains 123411 members 
Mstep: Class 30 contains 66232 members 
Mstep: Class 31 contains 17445 members 
Mstep: Class 32 contains 6783 members 
Mstep: Class 33 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181109184.000000 Penalty: 115847.835938
Iteration 94Q: 34 clusters Score -1.811092e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 28705 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 8829 members 
Mstep: Class 6 contains 134002 members 
Mstep: Class 7 contains 231390 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 68297 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 88070 members 
Mstep: Class 16 contains 146222 members 
Mstep: Class 17 contains 69867 members 
Mstep: Class 18 contains 15222 members 
Mstep: Class 19 contains 110322 members 
Mstep: Class 20 contains 103559 members 
Mstep: Class 21 contains 4012 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 15214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 15793 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 8828 members 
Mstep: Class 29 contains 123552 members 
Mstep: Class 30 contains 66645 members 
Mstep: Class 31 contains 17450 members 
Mstep: Class 32 contains 6783 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181109776.000000 Penalty: 115847.835938
Iteration 95Q: 34 clusters Score -1.811098e+08 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 133854 members 
Mstep: Class 7 contains 231390 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 68299 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 87850 members 
Mstep: Class 16 contains 147670 members 
Mstep: Class 17 contains 69874 members 
Mstep: Class 18 contains 15223 members 
Mstep: Class 19 contains 108547 members 
Mstep: Class 20 contains 103635 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 15495 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 15796 members 
Mstep: Class 26 contains 13478 members 
Mstep: Class 27 contains 42286 members 
Mstep: Class 28 contains 8827 members 
Mstep: Class 29 contains 123668 members 
Mstep: Class 30 contains 67058 members 
Mstep: Class 31 contains 17461 members 
Mstep: Class 32 contains 6788 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181109952.000000 Penalty: 115847.835938
Iteration 96Q: 34 clusters Score -1.8111e+08 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 28668 members 
Mstep: Class 4 contains 19480 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 133689 members 
Mstep: Class 7 contains 231374 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 68307 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 87621 members 
Mstep: Class 16 contains 149037 members 
Mstep: Class 17 contains 69888 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 106832 members 
Mstep: Class 20 contains 103676 members 
Mstep: Class 21 contains 4012 members 
Mstep: Class 22 contains 7745 members 
Mstep: Class 23 contains 15809 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 15792 members 
Mstep: Class 26 contains 13484 members 
Mstep: Class 27 contains 42271 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 123761 members 
Mstep: Class 30 contains 67525 members 
Mstep: Class 31 contains 17471 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110688.000000 Penalty: 115847.835938
Iteration 97Q: 34 clusters Score -1.811107e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 28650 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 133528 members 
Mstep: Class 7 contains 231353 members 
Mstep: Class 8 contains 6012 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 68298 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 87392 members 
Mstep: Class 16 contains 150321 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 15248 members 
Mstep: Class 19 contains 105245 members 
Mstep: Class 20 contains 103728 members 
Mstep: Class 21 contains 4014 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 16107 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 15791 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 42255 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 123848 members 
Mstep: Class 30 contains 68006 members 
Mstep: Class 31 contains 17482 members 
Mstep: Class 32 contains 6799 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110896.000000 Penalty: 115847.835938
Iteration 98Q: 34 clusters Score -1.811109e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 133383 members 
Mstep: Class 7 contains 231324 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 68296 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 87175 members 
Mstep: Class 16 contains 151455 members 
Mstep: Class 17 contains 69919 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 103773 members 
Mstep: Class 20 contains 103761 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 15802 members 
Mstep: Class 26 contains 13487 members 
Mstep: Class 27 contains 42238 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 29 contains 123963 members 
Mstep: Class 30 contains 68456 members 
Mstep: Class 31 contains 17485 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111344.000000 Penalty: 115847.835938
Iteration 99Q: 34 clusters Score -1.811113e+08 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7818 members 
Mstep: Class 3 contains 28632 members 
Mstep: Class 4 contains 19509 members 
Mstep: Class 5 contains 8776 members 
Mstep: Class 6 contains 133240 members 
Mstep: Class 7 contains 231286 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 68312 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 86942 members 
Mstep: Class 16 contains 152488 members 
Mstep: Class 17 contains 69924 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 102442 members 
Mstep: Class 20 contains 103755 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 7745 members 
Mstep: Class 23 contains 16711 members 
Mstep: Class 24 contains 5069 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 13491 members 
Mstep: Class 27 contains 42225 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 29 contains 124029 members 
Mstep: Class 30 contains 68958 members 
Mstep: Class 31 contains 17490 members 
Mstep: Class 32 contains 6786 members 
Mstep: Class 33 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111088.000000 Penalty: 115847.835938
Iteration 100F: 34 clusters Score -1.811111e+08 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 28630 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 133109 members 
Mstep: Class 7 contains 231276 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 68320 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 86742 members 
Mstep: Class 16 contains 153409 members 
Mstep: Class 17 contains 69923 members 
Mstep: Class 18 contains 15282 members 
Mstep: Class 19 contains 101217 members 
Mstep: Class 20 contains 103733 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 17008 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 13494 members 
Mstep: Class 27 contains 42210 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 124051 members 
Mstep: Class 30 contains 69481 members 
Mstep: Class 31 contains 17504 members 
Mstep: Class 32 contains 6781 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111808.000000 Penalty: 115847.835938
Iteration 101Q: 34 clusters Score -1.811118e+08 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7751 members 
Mstep: Class 3 contains 28624 members 
Mstep: Class 4 contains 19524 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 132986 members 
Mstep: Class 7 contains 231282 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 68322 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 86549 members 
Mstep: Class 16 contains 154219 members 
Mstep: Class 17 contains 69931 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 100075 members 
Mstep: Class 20 contains 103715 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 7752 members 
Mstep: Class 23 contains 17274 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 42203 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 124085 members 
Mstep: Class 30 contains 69993 members 
Mstep: Class 31 contains 17514 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111984.000000 Penalty: 115847.835938
Iteration 102Q: 34 clusters Score -1.81112e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7733 members 
Mstep: Class 3 contains 28615 members 
Mstep: Class 4 contains 19527 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 132881 members 
Mstep: Class 7 contains 231272 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 5549 members 
Mstep: Class 12 contains 20939 members 
Mstep: Class 13 contains 68333 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 86380 members 
Mstep: Class 16 contains 154937 members 
Mstep: Class 17 contains 69924 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 99066 members 
Mstep: Class 20 contains 103676 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 7755 members 
Mstep: Class 23 contains 17511 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 15804 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 42195 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 124084 members 
Mstep: Class 30 contains 70503 members 
Mstep: Class 31 contains 17517 members 
Mstep: Class 32 contains 6770 members 
Mstep: Class 33 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111792.000000 Penalty: 115847.835938
Iteration 103Q: 34 clusters Score -1.811118e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 3 contains 28610 members 
Mstep: Class 4 contains 19530 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 132755 members 
Mstep: Class 7 contains 231244 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 5548 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 68335 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 86224 members 
Mstep: Class 16 contains 155515 members 
Mstep: Class 17 contains 69928 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 98295 members 
Mstep: Class 20 contains 103636 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 7757 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 15815 members 
Mstep: Class 26 contains 13503 members 
Mstep: Class 27 contains 42176 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 124038 members 
Mstep: Class 30 contains 70981 members 
Mstep: Class 31 contains 17519 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111856.000000 Penalty: 115847.835938
Iteration 104Q: 34 clusters Score -1.811119e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 28599 members 
Mstep: Class 4 contains 19525 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 132605 members 
Mstep: Class 7 contains 231275 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 20917 members 
Mstep: Class 13 contains 68346 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 86075 members 
Mstep: Class 16 contains 155962 members 
Mstep: Class 17 contains 69934 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 97680 members 
Mstep: Class 20 contains 103597 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 7760 members 
Mstep: Class 23 contains 17979 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 15822 members 
Mstep: Class 26 contains 13508 members 
Mstep: Class 27 contains 42167 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 123935 members 
Mstep: Class 30 contains 71425 members 
Mstep: Class 31 contains 17513 members 
Mstep: Class 32 contains 6760 members 
Mstep: Class 33 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111776.000000 Penalty: 115847.835938
Iteration 105Q: 34 clusters Score -1.811118e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 28592 members 
Mstep: Class 4 contains 19520 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 132477 members 
Mstep: Class 7 contains 231285 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 20900 members 
Mstep: Class 13 contains 68362 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 85927 members 
Mstep: Class 16 contains 156330 members 
Mstep: Class 17 contains 69935 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 97173 members 
Mstep: Class 20 contains 103544 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 7763 members 
Mstep: Class 23 contains 18167 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 15821 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 42154 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 123868 members 
Mstep: Class 30 contains 71868 members 
Mstep: Class 31 contains 17508 members 
Mstep: Class 32 contains 6754 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111840.000000 Penalty: 115847.835938
Iteration 106Q: 34 clusters Score -1.811118e+08 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 28580 members 
Mstep: Class 4 contains 19533 members 
Mstep: Class 5 contains 8776 members 
Mstep: Class 6 contains 132358 members 
Mstep: Class 7 contains 231301 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 20886 members 
Mstep: Class 13 contains 68377 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 85782 members 
Mstep: Class 16 contains 156581 members 
Mstep: Class 17 contains 69939 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 96787 members 
Mstep: Class 20 contains 103456 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 18325 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 15820 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 42143 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 123756 members 
Mstep: Class 30 contains 72347 members 
Mstep: Class 31 contains 17508 members 
Mstep: Class 32 contains 6743 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111552.000000 Penalty: 115847.835938
Iteration 107Q: 34 clusters Score -1.811116e+08 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 28580 members 
Mstep: Class 4 contains 19551 members 
Mstep: Class 5 contains 8776 members 
Mstep: Class 6 contains 132240 members 
Mstep: Class 7 contains 231280 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 5552 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 68378 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 85644 members 
Mstep: Class 16 contains 156726 members 
Mstep: Class 17 contains 69946 members 
Mstep: Class 18 contains 15344 members 
Mstep: Class 19 contains 96495 members 
Mstep: Class 20 contains 103376 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 7767 members 
Mstep: Class 23 contains 18487 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 15825 members 
Mstep: Class 26 contains 13517 members 
Mstep: Class 27 contains 42129 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 123672 members 
Mstep: Class 30 contains 72807 members 
Mstep: Class 31 contains 17512 members 
Mstep: Class 32 contains 6736 members 
Mstep: Class 33 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111280.000000 Penalty: 115847.835938
Iteration 108Q: 34 clusters Score -1.811113e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7619 members 
Mstep: Class 3 contains 28571 members 
Mstep: Class 4 contains 19557 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 132139 members 
Mstep: Class 7 contains 231223 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 20891 members 
Mstep: Class 13 contains 68388 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 85467 members 
Mstep: Class 16 contains 156770 members 
Mstep: Class 17 contains 69957 members 
Mstep: Class 18 contains 15354 members 
Mstep: Class 19 contains 96372 members 
Mstep: Class 20 contains 103311 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 7771 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 15833 members 
Mstep: Class 26 contains 13519 members 
Mstep: Class 27 contains 42119 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 123578 members 
Mstep: Class 30 contains 73275 members 
Mstep: Class 31 contains 17526 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111440.000000 Penalty: 115847.835938
Iteration 109Q: 34 clusters Score -1.811114e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 28560 members 
Mstep: Class 4 contains 19562 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 132045 members 
Mstep: Class 7 contains 231147 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5538 members 
Mstep: Class 12 contains 20896 members 
Mstep: Class 13 contains 68392 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 85318 members 
Mstep: Class 16 contains 156637 members 
Mstep: Class 17 contains 69953 members 
Mstep: Class 18 contains 15365 members 
Mstep: Class 19 contains 96482 members 
Mstep: Class 20 contains 103258 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 7775 members 
Mstep: Class 23 contains 18712 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 15838 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 42108 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 123457 members 
Mstep: Class 30 contains 73696 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111888.000000 Penalty: 115847.835938
Iteration 110Q: 34 clusters Score -1.811119e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 28551 members 
Mstep: Class 4 contains 19574 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 131961 members 
Mstep: Class 7 contains 231075 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 68396 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 85168 members 
Mstep: Class 16 contains 156402 members 
Mstep: Class 17 contains 69954 members 
Mstep: Class 18 contains 15376 members 
Mstep: Class 19 contains 96674 members 
Mstep: Class 20 contains 103216 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 18811 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15842 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 42095 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 123327 members 
Mstep: Class 30 contains 74113 members 
Mstep: Class 31 contains 17544 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111328.000000 Penalty: 115847.835938
Iteration 111Q: 34 clusters Score -1.811113e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 28542 members 
Mstep: Class 4 contains 19590 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 131878 members 
Mstep: Class 7 contains 231019 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 85033 members 
Mstep: Class 16 contains 156093 members 
Mstep: Class 17 contains 69948 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 96934 members 
Mstep: Class 20 contains 103200 members 
Mstep: Class 21 contains 4049 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 18904 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 15851 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 42088 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 123175 members 
Mstep: Class 30 contains 74519 members 
Mstep: Class 31 contains 17550 members 
Mstep: Class 32 contains 6739 members 
Mstep: Class 33 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112000.000000 Penalty: 115847.835938
Iteration 112Q: 34 clusters Score -1.81112e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 28540 members 
Mstep: Class 4 contains 19612 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 6 contains 131799 members 
Mstep: Class 7 contains 230995 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 20903 members 
Mstep: Class 13 contains 68384 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 84907 members 
Mstep: Class 16 contains 155645 members 
Mstep: Class 17 contains 69953 members 
Mstep: Class 18 contains 15386 members 
Mstep: Class 19 contains 97361 members 
Mstep: Class 20 contains 103147 members 
Mstep: Class 21 contains 4056 members 
Mstep: Class 22 contains 7781 members 
Mstep: Class 23 contains 19008 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 15853 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 42076 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 123036 members 
Mstep: Class 30 contains 74885 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6748 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111520.000000 Penalty: 115847.835938
Iteration 113Q: 34 clusters Score -1.811115e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 28531 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 131724 members 
Mstep: Class 7 contains 230973 members 
Mstep: Class 8 contains 4821 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 5517 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 68392 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 84784 members 
Mstep: Class 16 contains 155017 members 
Mstep: Class 17 contains 69952 members 
Mstep: Class 18 contains 15392 members 
Mstep: Class 19 contains 97896 members 
Mstep: Class 20 contains 103094 members 
Mstep: Class 21 contains 4056 members 
Mstep: Class 22 contains 7781 members 
Mstep: Class 23 contains 19089 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 15872 members 
Mstep: Class 26 contains 13539 members 
Mstep: Class 27 contains 42071 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 122936 members 
Mstep: Class 30 contains 75262 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6755 members 
Mstep: Class 33 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111088.000000 Penalty: 115847.835938
Iteration 114Q: 34 clusters Score -1.811111e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7522 members 
Mstep: Class 3 contains 28527 members 
Mstep: Class 4 contains 19653 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 131666 members 
Mstep: Class 7 contains 230939 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 13 contains 68393 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84680 members 
Mstep: Class 16 contains 154326 members 
Mstep: Class 17 contains 69945 members 
Mstep: Class 18 contains 15397 members 
Mstep: Class 19 contains 98560 members 
Mstep: Class 20 contains 103020 members 
Mstep: Class 21 contains 4059 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 19146 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15885 members 
Mstep: Class 26 contains 13540 members 
Mstep: Class 27 contains 42065 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122807 members 
Mstep: Class 30 contains 75620 members 
Mstep: Class 31 contains 17537 members 
Mstep: Class 32 contains 6759 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181110864.000000 Penalty: 115847.835938
Iteration 115Q: 34 clusters Score -1.811109e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 28525 members 
Mstep: Class 4 contains 19667 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 131623 members 
Mstep: Class 7 contains 230903 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5512 members 
Mstep: Class 12 contains 20912 members 
Mstep: Class 13 contains 68386 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 84576 members 
Mstep: Class 16 contains 153530 members 
Mstep: Class 17 contains 69939 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 99333 members 
Mstep: Class 20 contains 102938 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 19197 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15894 members 
Mstep: Class 26 contains 13543 members 
Mstep: Class 27 contains 42072 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122683 members 
Mstep: Class 30 contains 75974 members 
Mstep: Class 31 contains 17536 members 
Mstep: Class 32 contains 6761 members 
Mstep: Class 33 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111136.000000 Penalty: 115847.835938
Iteration 116Q: 34 clusters Score -1.811111e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 28515 members 
Mstep: Class 4 contains 19666 members 
Mstep: Class 5 contains 8787 members 
Mstep: Class 6 contains 131574 members 
Mstep: Class 7 contains 230838 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 20917 members 
Mstep: Class 13 contains 68391 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 84455 members 
Mstep: Class 16 contains 152676 members 
Mstep: Class 17 contains 69944 members 
Mstep: Class 18 contains 15406 members 
Mstep: Class 19 contains 100202 members 
Mstep: Class 20 contains 102873 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 19249 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 15907 members 
Mstep: Class 26 contains 13544 members 
Mstep: Class 27 contains 42069 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 122593 members 
Mstep: Class 30 contains 76293 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111120.000000 Penalty: 115847.835938
Iteration 117Q: 34 clusters Score -1.811111e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 28508 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 8790 members 
Mstep: Class 6 contains 131517 members 
Mstep: Class 7 contains 230769 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 20921 members 
Mstep: Class 13 contains 68397 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84325 members 
Mstep: Class 16 contains 151767 members 
Mstep: Class 17 contains 69945 members 
Mstep: Class 18 contains 15417 members 
Mstep: Class 19 contains 101110 members 
Mstep: Class 20 contains 102865 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 15906 members 
Mstep: Class 26 contains 13544 members 
Mstep: Class 27 contains 42076 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122497 members 
Mstep: Class 30 contains 76595 members 
Mstep: Class 31 contains 17535 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181111472.000000 Penalty: 115847.835938
Iteration 118Q: 34 clusters Score -1.811115e+08 nChanged 3265
Entering ConstructFrom: 
Score: -181111472.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 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 578 members 
Entering Unmasked Estep 
Score: -157706.234375 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157706.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158276.718750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158276.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158718.203125 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158718.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -159039.812500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -159039.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159123.625000 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -159123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159167.531250 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -159167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159188.078125 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -159188.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159213.718750 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159213.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159243.203125 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159279.015625 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159295.375000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159303.078125 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -159305.421875 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159305.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -159305.421875 Penalty: 3540.484131
	Iteration 13F: 3 clusters Score -159305.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -914409.625000 Penalty: 2211.725586
	Iteration 0F: 2 clusters Score -914409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -908318.062500 Penalty: 4423.451172
	Iteration 0F: 3 clusters Score -908318.1 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -910011.875000 Penalty: 4423.451172
	Iteration 1F: 3 clusters Score -910011.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -910461.312500 Penalty: 4423.451172
	Iteration 2F: 3 clusters Score -910461.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -910851.250000 Penalty: 4423.451172
	Iteration 3F: 3 clusters Score -910851.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -911185.437500 Penalty: 4423.451172
	Iteration 4F: 3 clusters Score -911185.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -911468.625000 Penalty: 4423.451172
	Iteration 5F: 3 clusters Score -911468.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -911717.125000 Penalty: 4423.451172
	Iteration 6Q: 3 clusters Score -911717.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -911929.187500 Penalty: 4423.451172
	Iteration 7Q: 3 clusters Score -911929.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -912084.375000 Penalty: 4423.451172
	Iteration 8Q: 3 clusters Score -912084.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -912191.125000 Penalty: 4423.451172
	Iteration 9Q: 3 clusters Score -912191.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -912262.062500 Penalty: 4423.451172
	Iteration 10Q: 3 clusters Score -912262.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -912327.125000 Penalty: 4423.451172
	Iteration 11Q: 3 clusters Score -912327.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -912379.250000 Penalty: 4423.451172
	Iteration 12Q: 3 clusters Score -912379.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -912426.000000 Penalty: 4423.451172
	Iteration 13Q: 3 clusters Score -912426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -912472.375000 Penalty: 4423.451172
	Iteration 14Q: 3 clusters Score -912472.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -912515.625000 Penalty: 4423.451172
	Iteration 15Q: 3 clusters Score -912515.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -912559.250000 Penalty: 4423.451172
	Iteration 16Q: 3 clusters Score -912559.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -912600.562500 Penalty: 4423.451172
	Iteration 17Q: 3 clusters Score -912600.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -912653.437500 Penalty: 4423.451172
	Iteration 18Q: 3 clusters Score -912653.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -912700.500000 Penalty: 4423.451172
	Iteration 19Q: 3 clusters Score -912700.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -912739.562500 Penalty: 4423.451172
	Iteration 20F: 3 clusters Score -912739.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -912774.625000 Penalty: 4423.451172
	Iteration 21Q: 3 clusters Score -912774.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -912810.687500 Penalty: 4423.451172
	Iteration 22Q: 3 clusters Score -912810.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -912846.000000 Penalty: 4423.451172
	Iteration 23Q: 3 clusters Score -912846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -912873.812500 Penalty: 4423.451172
	Iteration 24Q: 3 clusters Score -912873.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -912895.812500 Penalty: 4423.451172
	Iteration 25Q: 3 clusters Score -912895.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -912916.625000 Penalty: 4423.451172
	Iteration 26Q: 3 clusters Score -912916.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -912938.625000 Penalty: 4423.451172
	Iteration 27Q: 3 clusters Score -912938.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -912966.437500 Penalty: 4423.451172
	Iteration 28Q: 3 clusters Score -912966.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -912994.125000 Penalty: 4423.451172
	Iteration 29Q: 3 clusters Score -912994.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -913009.875000 Penalty: 4423.451172
	Iteration 30Q: 3 clusters Score -913009.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -913030.937500 Penalty: 4423.451172
	Iteration 31Q: 3 clusters Score -913030.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -913050.187500 Penalty: 4423.451172
	Iteration 32Q: 3 clusters Score -913050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -913069.687500 Penalty: 4423.451172
	Iteration 33Q: 3 clusters Score -913069.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -913086.125000 Penalty: 4423.451172
	Iteration 34Q: 3 clusters Score -913086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -913099.437500 Penalty: 4423.451172
	Iteration 35Q: 3 clusters Score -913099.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -913109.562500 Penalty: 4423.451172
	Iteration 36Q: 3 clusters Score -913109.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -913124.437500 Penalty: 4423.451172
	Iteration 37Q: 3 clusters Score -913124.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -913137.687500 Penalty: 4423.451172
	Iteration 38Q: 3 clusters Score -913137.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -913149.625000 Penalty: 4423.451172
	Iteration 39Q: 3 clusters Score -913149.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -913158.687500 Penalty: 4423.451172
	Iteration 40F: 3 clusters Score -913158.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -913181.312500 Penalty: 4423.451172
	Iteration 41Q: 3 clusters Score -913181.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -913204.000000 Penalty: 4423.451172
	Iteration 42Q: 3 clusters Score -913204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -913232.625000 Penalty: 4423.451172
	Iteration 43Q: 3 clusters Score -913232.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -913255.687500 Penalty: 4423.451172
	Iteration 44Q: 3 clusters Score -913255.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -913278.250000 Penalty: 4423.451172
	Iteration 45Q: 3 clusters Score -913278.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -913293.312500 Penalty: 4423.451172
	Iteration 46Q: 3 clusters Score -913293.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -913311.125000 Penalty: 4423.451172
	Iteration 47Q: 3 clusters Score -913311.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -913327.562500 Penalty: 4423.451172
	Iteration 48Q: 3 clusters Score -913327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -913352.125000 Penalty: 4423.451172
	Iteration 49Q: 3 clusters Score -913352.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -913381.625000 Penalty: 4423.451172
	Iteration 50Q: 3 clusters Score -913381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -913420.312500 Penalty: 4423.451172
	Iteration 51Q: 3 clusters Score -913420.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -913449.562500 Penalty: 4423.451172
	Iteration 52Q: 3 clusters Score -913449.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -913469.062500 Penalty: 4423.451172
	Iteration 53Q: 3 clusters Score -913469.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -913487.500000 Penalty: 4423.451172
	Iteration 54Q: 3 clusters Score -913487.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -913504.562500 Penalty: 4423.451172
	Iteration 55Q: 3 clusters Score -913504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -913515.062500 Penalty: 4423.451172
	Iteration 56Q: 3 clusters Score -913515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -913531.937500 Penalty: 4423.451172
	Iteration 57Q: 3 clusters Score -913531.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -913550.500000 Penalty: 4423.451172
	Iteration 58Q: 3 clusters Score -913550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -913562.375000 Penalty: 4423.451172
	Iteration 59Q: 3 clusters Score -913562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -913567.687500 Penalty: 4423.451172
	Iteration 60F: 3 clusters Score -913567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -913578.562500 Penalty: 4423.451172
	Iteration 61Q: 3 clusters Score -913578.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -913587.687500 Penalty: 4423.451172
	Iteration 62Q: 3 clusters Score -913587.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -913596.937500 Penalty: 4423.451172
	Iteration 63Q: 3 clusters Score -913596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -913601.312500 Penalty: 4423.451172
	Iteration 64Q: 3 clusters Score -913601.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -913605.500000 Penalty: 4423.451172
	Iteration 65Q: 3 clusters Score -913605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -913607.562500 Penalty: 4423.451172
	Iteration 66Q: 3 clusters Score -913607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -913607.562500 Penalty: 4423.451172
	Iteration 67F: 3 clusters Score -913607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Entering Unmasked Estep 
Score: -3755523.250000 Penalty: 2543.847412
	Iteration 0F: 2 clusters Score -3755523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3735876.250000 Penalty: 5087.694824
	Iteration 0F: 3 clusters Score -3735876 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3742892.750000 Penalty: 5087.694824
	Iteration 1F: 3 clusters Score -3742893 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3743308.000000 Penalty: 5087.694824
	Iteration 2Q: 3 clusters Score -3743308 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3743593.250000 Penalty: 5087.694824
	Iteration 3Q: 3 clusters Score -3743593 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3743868.000000 Penalty: 5087.694824
	Iteration 4Q: 3 clusters Score -3743868 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3744124.000000 Penalty: 5087.694824
	Iteration 5Q: 3 clusters Score -3744124 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3744400.250000 Penalty: 5087.694824
	Iteration 6Q: 3 clusters Score -3744400 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3744698.500000 Penalty: 5087.694824
	Iteration 7Q: 3 clusters Score -3744698 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3745003.000000 Penalty: 5087.694824
	Iteration 8Q: 3 clusters Score -3745003 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3745281.250000 Penalty: 5087.694824
	Iteration 9Q: 3 clusters Score -3745281 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3745566.750000 Penalty: 5087.694824
	Iteration 10Q: 3 clusters Score -3745567 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3745838.250000 Penalty: 5087.694824
	Iteration 11Q: 3 clusters Score -3745838 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3746157.500000 Penalty: 5087.694824
	Iteration 12Q: 3 clusters Score -3746158 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3746478.250000 Penalty: 5087.694824
	Iteration 13Q: 3 clusters Score -3746478 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3746817.250000 Penalty: 5087.694824
	Iteration 14Q: 3 clusters Score -3746817 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3747133.000000 Penalty: 5087.694824
	Iteration 15Q: 3 clusters Score -3747133 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3747426.000000 Penalty: 5087.694824
	Iteration 16Q: 3 clusters Score -3747426 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3747696.250000 Penalty: 5087.694824
	Iteration 17Q: 3 clusters Score -3747696 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3747940.750000 Penalty: 5087.694824
	Iteration 18Q: 3 clusters Score -3747941 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3748155.000000 Penalty: 5087.694824
	Iteration 19Q: 3 clusters Score -3748155 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3748382.000000 Penalty: 5087.694824
	Iteration 20F: 3 clusters Score -3748382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3748564.750000 Penalty: 5087.694824
	Iteration 21Q: 3 clusters Score -3748565 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3748752.750000 Penalty: 5087.694824
	Iteration 22Q: 3 clusters Score -3748753 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3748948.750000 Penalty: 5087.694824
	Iteration 23Q: 3 clusters Score -3748949 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3749168.250000 Penalty: 5087.694824
	Iteration 24Q: 3 clusters Score -3749168 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3749440.250000 Penalty: 5087.694824
	Iteration 25Q: 3 clusters Score -3749440 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3749742.750000 Penalty: 5087.694824
	Iteration 26Q: 3 clusters Score -3749743 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3750063.250000 Penalty: 5087.694824
	Iteration 27Q: 3 clusters Score -3750063 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3750410.750000 Penalty: 5087.694824
	Iteration 28Q: 3 clusters Score -3750411 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3750774.250000 Penalty: 5087.694824
	Iteration 29Q: 3 clusters Score -3750774 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3751121.500000 Penalty: 5087.694824
	Iteration 30Q: 3 clusters Score -3751122 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3751458.750000 Penalty: 5087.694824
	Iteration 31Q: 3 clusters Score -3751459 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3751746.500000 Penalty: 5087.694824
	Iteration 32Q: 3 clusters Score -3751746 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3752015.500000 Penalty: 5087.694824
	Iteration 33Q: 3 clusters Score -3752016 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3752232.500000 Penalty: 5087.694824
	Iteration 34Q: 3 clusters Score -3752232 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3752415.750000 Penalty: 5087.694824
	Iteration 35Q: 3 clusters Score -3752416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3752578.250000 Penalty: 5087.694824
	Iteration 36Q: 3 clusters Score -3752578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3752709.750000 Penalty: 5087.694824
	Iteration 37Q: 3 clusters Score -3752710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3752824.750000 Penalty: 5087.694824
	Iteration 38Q: 3 clusters Score -3752825 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3752896.750000 Penalty: 5087.694824
	Iteration 39Q: 3 clusters Score -3752897 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3752987.500000 Penalty: 5087.694824
	Iteration 40F: 3 clusters Score -3752988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3753065.000000 Penalty: 5087.694824
	Iteration 41Q: 3 clusters Score -3753065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3753127.250000 Penalty: 5087.694824
	Iteration 42Q: 3 clusters Score -3753127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3753171.750000 Penalty: 5087.694824
	Iteration 43Q: 3 clusters Score -3753172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3753214.750000 Penalty: 5087.694824
	Iteration 44Q: 3 clusters Score -3753215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3753250.750000 Penalty: 5087.694824
	Iteration 45Q: 3 clusters Score -3753251 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3753265.250000 Penalty: 5087.694824
	Iteration 46Q: 3 clusters Score -3753265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3753289.750000 Penalty: 5087.694824
	Iteration 47Q: 3 clusters Score -3753290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3753323.750000 Penalty: 5087.694824
	Iteration 48Q: 3 clusters Score -3753324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3753336.000000 Penalty: 5087.694824
	Iteration 49Q: 3 clusters Score -3753336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3753344.500000 Penalty: 5087.694824
	Iteration 50Q: 3 clusters Score -3753344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3753361.250000 Penalty: 5087.694824
	Iteration 51Q: 3 clusters Score -3753361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3753378.000000 Penalty: 5087.694824
	Iteration 52Q: 3 clusters Score -3753378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3753381.500000 Penalty: 5087.694824
	Iteration 53Q: 3 clusters Score -3753382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3753393.250000 Penalty: 5087.694824
	Iteration 54Q: 3 clusters Score -3753393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3753407.000000 Penalty: 5087.694824
	Iteration 55Q: 3 clusters Score -3753407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3753415.000000 Penalty: 5087.694824
	Iteration 56Q: 3 clusters Score -3753415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3753426.500000 Penalty: 5087.694824
	Iteration 57Q: 3 clusters Score -3753426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3753426.250000 Penalty: 5087.694824
	Iteration 58Q: 3 clusters Score -3753426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3753434.750000 Penalty: 5087.694824
	Iteration 59Q: 3 clusters Score -3753435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3753440.500000 Penalty: 5087.694824
	Iteration 60F: 3 clusters Score -3753440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3753434.500000 Penalty: 5087.694824
	Iteration 61Q: 3 clusters Score -3753434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3753441.500000 Penalty: 5087.694824
	Iteration 62Q: 3 clusters Score -3753442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3753444.250000 Penalty: 5087.694824
	Iteration 63Q: 3 clusters Score -3753444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3753443.000000 Penalty: 5087.694824
	Iteration 64Q: 3 clusters Score -3753443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3753448.750000 Penalty: 5087.694824
	Iteration 65Q: 3 clusters Score -3753449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3753444.500000 Penalty: 5087.694824
	Iteration 66Q: 3 clusters Score -3753444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3753444.500000 Penalty: 5087.694824
	Iteration 67Q: 3 clusters Score -3753444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3753447.750000 Penalty: 5087.694824
	Iteration 68Q: 3 clusters Score -3753448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3753446.250000 Penalty: 5087.694824
	Iteration 69Q: 3 clusters Score -3753446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3753448.250000 Penalty: 5087.694824
	Iteration 70Q: 3 clusters Score -3753448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3753449.000000 Penalty: 5087.694824
	Iteration 71Q: 3 clusters Score -3753449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3753456.000000 Penalty: 5087.694824
	Iteration 72Q: 3 clusters Score -3753456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3753455.000000 Penalty: 5087.694824
	Iteration 73Q: 3 clusters Score -3753455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3753452.000000 Penalty: 5087.694824
	Iteration 74Q: 3 clusters Score -3753452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3753452.000000 Penalty: 5087.694824
	Iteration 75F: 3 clusters Score -3753452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Entering Unmasked Estep 
Score: -2659449.000000 Penalty: 2451.863281
	Iteration 0F: 2 clusters Score -2659449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2645501.250000 Penalty: 4903.726562
	Iteration 0F: 3 clusters Score -2645501 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2650188.500000 Penalty: 4903.726562
	Iteration 1F: 3 clusters Score -2650188 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2650591.750000 Penalty: 4903.726562
	Iteration 2F: 3 clusters Score -2650592 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2650934.750000 Penalty: 4903.726562
	Iteration 3Q: 3 clusters Score -2650935 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2651262.250000 Penalty: 4903.726562
	Iteration 4Q: 3 clusters Score -2651262 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2651618.250000 Penalty: 4903.726562
	Iteration 5Q: 3 clusters Score -2651618 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2652078.500000 Penalty: 4903.726562
	Iteration 6Q: 3 clusters Score -2652078 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2652608.000000 Penalty: 4903.726562
	Iteration 7Q: 3 clusters Score -2652608 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2653264.500000 Penalty: 4903.726562
	Iteration 8Q: 3 clusters Score -2653264 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2653912.750000 Penalty: 4903.726562
	Iteration 9Q: 3 clusters Score -2653913 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2654526.500000 Penalty: 4903.726562
	Iteration 10Q: 3 clusters Score -2654526 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2654994.000000 Penalty: 4903.726562
	Iteration 11Q: 3 clusters Score -2654994 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2655358.000000 Penalty: 4903.726562
	Iteration 12Q: 3 clusters Score -2655358 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2655646.500000 Penalty: 4903.726562
	Iteration 13Q: 3 clusters Score -2655646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2655842.000000 Penalty: 4903.726562
	Iteration 14Q: 3 clusters Score -2655842 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2655996.500000 Penalty: 4903.726562
	Iteration 15Q: 3 clusters Score -2655996 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2656181.000000 Penalty: 4903.726562
	Iteration 16Q: 3 clusters Score -2656181 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2656338.500000 Penalty: 4903.726562
	Iteration 17Q: 3 clusters Score -2656338 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2656475.000000 Penalty: 4903.726562
	Iteration 18Q: 3 clusters Score -2656475 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2656589.500000 Penalty: 4903.726562
	Iteration 19Q: 3 clusters Score -2656590 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2656705.000000 Penalty: 4903.726562
	Iteration 20F: 3 clusters Score -2656705 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2656785.750000 Penalty: 4903.726562
	Iteration 21Q: 3 clusters Score -2656786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2656844.750000 Penalty: 4903.726562
	Iteration 22Q: 3 clusters Score -2656845 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2656912.500000 Penalty: 4903.726562
	Iteration 23Q: 3 clusters Score -2656912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2656986.250000 Penalty: 4903.726562
	Iteration 24Q: 3 clusters Score -2656986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2657052.500000 Penalty: 4903.726562
	Iteration 25Q: 3 clusters Score -2657052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2657111.000000 Penalty: 4903.726562
	Iteration 26Q: 3 clusters Score -2657111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2657153.000000 Penalty: 4903.726562
	Iteration 27Q: 3 clusters Score -2657153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2657188.500000 Penalty: 4903.726562
	Iteration 28Q: 3 clusters Score -2657188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2657233.000000 Penalty: 4903.726562
	Iteration 29Q: 3 clusters Score -2657233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2657262.500000 Penalty: 4903.726562
	Iteration 30Q: 3 clusters Score -2657262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2657290.250000 Penalty: 4903.726562
	Iteration 31Q: 3 clusters Score -2657290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2657317.750000 Penalty: 4903.726562
	Iteration 32Q: 3 clusters Score -2657318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2657334.250000 Penalty: 4903.726562
	Iteration 33Q: 3 clusters Score -2657334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2657346.750000 Penalty: 4903.726562
	Iteration 34Q: 3 clusters Score -2657347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2657353.750000 Penalty: 4903.726562
	Iteration 35Q: 3 clusters Score -2657354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2657359.250000 Penalty: 4903.726562
	Iteration 36Q: 3 clusters Score -2657359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2657361.500000 Penalty: 4903.726562
	Iteration 37Q: 3 clusters Score -2657362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2657369.500000 Penalty: 4903.726562
	Iteration 38Q: 3 clusters Score -2657370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2657377.500000 Penalty: 4903.726562
	Iteration 39Q: 3 clusters Score -2657378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2657385.000000 Penalty: 4903.726562
	Iteration 40F: 3 clusters Score -2657385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2657393.000000 Penalty: 4903.726562
	Iteration 41Q: 3 clusters Score -2657393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2657401.250000 Penalty: 4903.726562
	Iteration 42Q: 3 clusters Score -2657401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2657409.000000 Penalty: 4903.726562
	Iteration 43Q: 3 clusters Score -2657409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2657415.500000 Penalty: 4903.726562
	Iteration 44Q: 3 clusters Score -2657416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2657423.250000 Penalty: 4903.726562
	Iteration 45Q: 3 clusters Score -2657423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2657426.750000 Penalty: 4903.726562
	Iteration 46Q: 3 clusters Score -2657427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2657432.000000 Penalty: 4903.726562
	Iteration 47Q: 3 clusters Score -2657432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2657437.000000 Penalty: 4903.726562
	Iteration 48Q: 3 clusters Score -2657437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2657437.500000 Penalty: 4903.726562
	Iteration 49Q: 3 clusters Score -2657438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2657443.250000 Penalty: 4903.726562
	Iteration 50Q: 3 clusters Score -2657443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2657444.250000 Penalty: 4903.726562
	Iteration 51Q: 3 clusters Score -2657444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2657443.000000 Penalty: 4903.726562
	Iteration 52Q: 3 clusters Score -2657443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2657447.500000 Penalty: 4903.726562
	Iteration 53Q: 3 clusters Score -2657448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2657445.000000 Penalty: 4903.726562
	Iteration 54Q: 3 clusters Score -2657445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2657445.250000 Penalty: 4903.726562
	Iteration 55Q: 3 clusters Score -2657445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2657445.500000 Penalty: 4903.726562
	Iteration 56Q: 3 clusters Score -2657446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2657445.500000 Penalty: 4903.726562
	Iteration 57F: 3 clusters Score -2657446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -1085833.375000 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -1085833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1078959.625000 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -1078960 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1080906.250000 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -1080906 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1081306.000000 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -1081306 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1081696.875000 Penalty: 4503.964355
	Iteration 3F: 3 clusters Score -1081697 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1082027.500000 Penalty: 4503.964355
	Iteration 4F: 3 clusters Score -1082028 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1082301.125000 Penalty: 4503.964355
	Iteration 5F: 3 clusters Score -1082301 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1082547.875000 Penalty: 4503.964355
	Iteration 6Q: 3 clusters Score -1082548 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1082791.125000 Penalty: 4503.964355
	Iteration 7Q: 3 clusters Score -1082791 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1083031.500000 Penalty: 4503.964355
	Iteration 8Q: 3 clusters Score -1083032 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1083229.500000 Penalty: 4503.964355
	Iteration 9Q: 3 clusters Score -1083230 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1083371.125000 Penalty: 4503.964355
	Iteration 10Q: 3 clusters Score -1083371 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1083483.125000 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -1083483 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1083602.875000 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -1083603 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1083690.875000 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -1083691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1083739.500000 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -1083740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1083774.250000 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -1083774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1083799.500000 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -1083800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1083817.875000 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -1083818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1083840.125000 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -1083840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1083862.750000 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -1083863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1083886.375000 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -1083886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1083901.500000 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -1083902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1083921.125000 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -1083921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1083942.250000 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -1083942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1083954.000000 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -1083954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1083965.000000 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -1083965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1083970.875000 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -1083971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1083977.750000 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -1083978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1083981.500000 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -1083982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1083992.250000 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -1083992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1083999.625000 Penalty: 4503.964355
	Iteration 30Q: 3 clusters Score -1084000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1084001.125000 Penalty: 4503.964355
	Iteration 31Q: 3 clusters Score -1084001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1084004.000000 Penalty: 4503.964355
	Iteration 32Q: 3 clusters Score -1084004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1084004.625000 Penalty: 4503.964355
	Iteration 33Q: 3 clusters Score -1084005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1084010.250000 Penalty: 4503.964355
	Iteration 34Q: 3 clusters Score -1084010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1084017.250000 Penalty: 4503.964355
	Iteration 35Q: 3 clusters Score -1084017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1084030.625000 Penalty: 4503.964355
	Iteration 36Q: 3 clusters Score -1084031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1084036.000000 Penalty: 4503.964355
	Iteration 37Q: 3 clusters Score -1084036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1084039.875000 Penalty: 4503.964355
	Iteration 38Q: 3 clusters Score -1084040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1084046.000000 Penalty: 4503.964355
	Iteration 39Q: 3 clusters Score -1084046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1084054.000000 Penalty: 4503.964355
	Iteration 40F: 3 clusters Score -1084054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1084065.000000 Penalty: 4503.964355
	Iteration 41Q: 3 clusters Score -1084065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1084070.625000 Penalty: 4503.964355
	Iteration 42Q: 3 clusters Score -1084071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1084080.375000 Penalty: 4503.964355
	Iteration 43Q: 3 clusters Score -1084080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1084091.750000 Penalty: 4503.964355
	Iteration 44Q: 3 clusters Score -1084092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1084106.750000 Penalty: 4503.964355
	Iteration 45Q: 3 clusters Score -1084107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1084114.875000 Penalty: 4503.964355
	Iteration 46Q: 3 clusters Score -1084115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1084123.875000 Penalty: 4503.964355
	Iteration 47Q: 3 clusters Score -1084124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1084129.625000 Penalty: 4503.964355
	Iteration 48Q: 3 clusters Score -1084130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1084131.000000 Penalty: 4503.964355
	Iteration 49Q: 3 clusters Score -1084131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1084136.000000 Penalty: 4503.964355
	Iteration 50Q: 3 clusters Score -1084136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1084137.000000 Penalty: 4503.964355
	Iteration 51Q: 3 clusters Score -1084137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1084140.750000 Penalty: 4503.964355
	Iteration 52Q: 3 clusters Score -1084141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1084142.250000 Penalty: 4503.964355
	Iteration 53Q: 3 clusters Score -1084142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1084148.125000 Penalty: 4503.964355
	Iteration 54Q: 3 clusters Score -1084148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1084155.375000 Penalty: 4503.964355
	Iteration 55Q: 3 clusters Score -1084155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1084159.750000 Penalty: 4503.964355
	Iteration 56Q: 3 clusters Score -1084160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1084163.125000 Penalty: 4503.964355
	Iteration 57Q: 3 clusters Score -1084163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1084166.250000 Penalty: 4503.964355
	Iteration 58Q: 3 clusters Score -1084166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1084181.875000 Penalty: 4503.964355
	Iteration 59Q: 3 clusters Score -1084182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1084194.250000 Penalty: 4503.964355
	Iteration 60F: 3 clusters Score -1084194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1084202.875000 Penalty: 4503.964355
	Iteration 61Q: 3 clusters Score -1084203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1084214.375000 Penalty: 4503.964355
	Iteration 62Q: 3 clusters Score -1084214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1084223.875000 Penalty: 4503.964355
	Iteration 63Q: 3 clusters Score -1084224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1084236.750000 Penalty: 4503.964355
	Iteration 64Q: 3 clusters Score -1084237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1084244.500000 Penalty: 4503.964355
	Iteration 65Q: 3 clusters Score -1084244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1084256.250000 Penalty: 4503.964355
	Iteration 66Q: 3 clusters Score -1084256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1084267.625000 Penalty: 4503.964355
	Iteration 67Q: 3 clusters Score -1084268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1084275.750000 Penalty: 4503.964355
	Iteration 68Q: 3 clusters Score -1084276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1084283.250000 Penalty: 4503.964355
	Iteration 69Q: 3 clusters Score -1084283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1084293.250000 Penalty: 4503.964355
	Iteration 70Q: 3 clusters Score -1084293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1084300.125000 Penalty: 4503.964355
	Iteration 71Q: 3 clusters Score -1084300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1084312.375000 Penalty: 4503.964355
	Iteration 72Q: 3 clusters Score -1084312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1084316.750000 Penalty: 4503.964355
	Iteration 73Q: 3 clusters Score -1084317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1084325.500000 Penalty: 4503.964355
	Iteration 74Q: 3 clusters Score -1084326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1084328.625000 Penalty: 4503.964355
	Iteration 75Q: 3 clusters Score -1084329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1084335.875000 Penalty: 4503.964355
	Iteration 76Q: 3 clusters Score -1084336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1084345.500000 Penalty: 4503.964355
	Iteration 77Q: 3 clusters Score -1084346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1084357.875000 Penalty: 4503.964355
	Iteration 78Q: 3 clusters Score -1084358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1084371.000000 Penalty: 4503.964355
	Iteration 79Q: 3 clusters Score -1084371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1084375.000000 Penalty: 4503.964355
	Iteration 80F: 3 clusters Score -1084375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1084381.000000 Penalty: 4503.964355
	Iteration 81Q: 3 clusters Score -1084381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1084386.125000 Penalty: 4503.964355
	Iteration 82Q: 3 clusters Score -1084386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1084391.375000 Penalty: 4503.964355
	Iteration 83Q: 3 clusters Score -1084391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1084393.125000 Penalty: 4503.964355
	Iteration 84Q: 3 clusters Score -1084393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1084397.500000 Penalty: 4503.964355
	Iteration 85Q: 3 clusters Score -1084398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1084400.000000 Penalty: 4503.964355
	Iteration 86Q: 3 clusters Score -1084400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1084405.375000 Penalty: 4503.964355
	Iteration 87Q: 3 clusters Score -1084405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1084409.625000 Penalty: 4503.964355
	Iteration 88Q: 3 clusters Score -1084410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1084413.750000 Penalty: 4503.964355
	Iteration 89Q: 3 clusters Score -1084414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1084417.750000 Penalty: 4503.964355
	Iteration 90Q: 3 clusters Score -1084418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1084425.125000 Penalty: 4503.964355
	Iteration 91Q: 3 clusters Score -1084425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1084428.125000 Penalty: 4503.964355
	Iteration 92Q: 3 clusters Score -1084428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1084431.250000 Penalty: 4503.964355
	Iteration 93Q: 3 clusters Score -1084431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1084435.000000 Penalty: 4503.964355
	Iteration 94Q: 3 clusters Score -1084435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1084437.500000 Penalty: 4503.964355
	Iteration 95Q: 3 clusters Score -1084438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1084444.625000 Penalty: 4503.964355
	Iteration 96Q: 3 clusters Score -1084445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1084453.125000 Penalty: 4503.964355
	Iteration 97Q: 3 clusters Score -1084453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1084460.375000 Penalty: 4503.964355
	Iteration 98Q: 3 clusters Score -1084460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1084463.750000 Penalty: 4503.964355
	Iteration 99Q: 3 clusters Score -1084464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1084465.000000 Penalty: 4503.964355
	Iteration 100F: 3 clusters Score -1084465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1084465.125000 Penalty: 4503.964355
	Iteration 101Q: 3 clusters Score -1084465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1084467.000000 Penalty: 4503.964355
	Iteration 102Q: 3 clusters Score -1084467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1084470.000000 Penalty: 4503.964355
	Iteration 103Q: 3 clusters Score -1084470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1084473.500000 Penalty: 4503.964355
	Iteration 104Q: 3 clusters Score -1084474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1084472.750000 Penalty: 4503.964355
	Iteration 105Q: 3 clusters Score -1084473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1084473.000000 Penalty: 4503.964355
	Iteration 106Q: 3 clusters Score -1084473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1084472.625000 Penalty: 4503.964355
	Iteration 107Q: 3 clusters Score -1084473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1084472.875000 Penalty: 4503.964355
	Iteration 108Q: 3 clusters Score -1084473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1084472.625000 Penalty: 4503.964355
	Iteration 109Q: 3 clusters Score -1084473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1084472.625000 Penalty: 4503.964355
	Iteration 110F: 3 clusters Score -1084473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Entering Unmasked Estep 
Score: -17261054.000000 Penalty: 2923.037842
	Iteration 0F: 2 clusters Score -1.726105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -17174202.000000 Penalty: 5846.075684
	Iteration 0F: 3 clusters Score -1.71742e+07 nChanged 62610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -17210304.000000 Penalty: 5846.075684
	Iteration 1F: 3 clusters Score -1.72103e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -17211080.000000 Penalty: 5846.075684
	Iteration 2Q: 3 clusters Score -1.721108e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -17212074.000000 Penalty: 5846.075684
	Iteration 3Q: 3 clusters Score -1.721207e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -17213176.000000 Penalty: 5846.075684
	Iteration 4Q: 3 clusters Score -1.721318e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -17214758.000000 Penalty: 5846.075684
	Iteration 5Q: 3 clusters Score -1.721476e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -17216800.000000 Penalty: 5846.075684
	Iteration 6Q: 3 clusters Score -1.72168e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -17219486.000000 Penalty: 5846.075684
	Iteration 7Q: 3 clusters Score -1.721949e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -17222950.000000 Penalty: 5846.075684
	Iteration 8F: 3 clusters Score -1.722295e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -17226992.000000 Penalty: 5846.075684
	Iteration 9F: 3 clusters Score -1.722699e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -17231264.000000 Penalty: 5846.075684
	Iteration 10F: 3 clusters Score -1.723126e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -17235414.000000 Penalty: 5846.075684
	Iteration 11F: 3 clusters Score -1.723541e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -17239376.000000 Penalty: 5846.075684
	Iteration 12Q: 3 clusters Score -1.723938e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -17243082.000000 Penalty: 5846.075684
	Iteration 13Q: 3 clusters Score -1.724308e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -17246902.000000 Penalty: 5846.075684
	Iteration 14Q: 3 clusters Score -1.72469e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -17250084.000000 Penalty: 5846.075684
	Iteration 15Q: 3 clusters Score -1.725008e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -17252714.000000 Penalty: 5846.075684
	Iteration 16Q: 3 clusters Score -1.725271e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -17254540.000000 Penalty: 5846.075684
	Iteration 17Q: 3 clusters Score -1.725454e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -17255770.000000 Penalty: 5846.075684
	Iteration 18Q: 3 clusters Score -1.725577e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
Score: -17256668.000000 Penalty: 5846.075684
	Iteration 19Q: 3 clusters Score -1.725667e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 122070 members 
Entering Unmasked Estep 
Score: -17257366.000000 Penalty: 5846.075684
	Iteration 20F: 3 clusters Score -1.725737e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -17257988.000000 Penalty: 5846.075684
	Iteration 21Q: 3 clusters Score -1.725799e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -17258314.000000 Penalty: 5846.075684
	Iteration 22Q: 3 clusters Score -1.725831e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -17258486.000000 Penalty: 5846.075684
	Iteration 23Q: 3 clusters Score -1.725849e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -17258620.000000 Penalty: 5846.075684
	Iteration 24Q: 3 clusters Score -1.725862e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -17258698.000000 Penalty: 5846.075684
	Iteration 25Q: 3 clusters Score -1.72587e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -17258758.000000 Penalty: 5846.075684
	Iteration 26Q: 3 clusters Score -1.725876e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -17258808.000000 Penalty: 5846.075684
	Iteration 27Q: 3 clusters Score -1.725881e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -17258846.000000 Penalty: 5846.075684
	Iteration 28Q: 3 clusters Score -1.725885e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -17258896.000000 Penalty: 5846.075684
	Iteration 29Q: 3 clusters Score -1.72589e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -17258876.000000 Penalty: 5846.075684
	Iteration 30Q: 3 clusters Score -1.725888e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -17258912.000000 Penalty: 5846.075684
	Iteration 31Q: 3 clusters Score -1.725891e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -17258932.000000 Penalty: 5846.075684
	Iteration 32Q: 3 clusters Score -1.725893e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 128028 members 
Entering Unmasked Estep 
Score: -17258936.000000 Penalty: 5846.075684
	Iteration 33Q: 3 clusters Score -1.725894e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -17258944.000000 Penalty: 5846.075684
	Iteration 34Q: 3 clusters Score -1.725894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -17258946.000000 Penalty: 5846.075684
	Iteration 35Q: 3 clusters Score -1.725895e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -17258930.000000 Penalty: 5846.075684
	Iteration 36Q: 3 clusters Score -1.725893e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 128259 members 
Entering Unmasked Estep 
Score: -17258924.000000 Penalty: 5846.075684
	Iteration 37Q: 3 clusters Score -1.725892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -17258942.000000 Penalty: 5846.075684
	Iteration 38Q: 3 clusters Score -1.725894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -17258944.000000 Penalty: 5846.075684
	Iteration 39Q: 3 clusters Score -1.725894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 128368 members 
Entering Unmasked Estep 
Score: -17258960.000000 Penalty: 5846.075684
	Iteration 40F: 3 clusters Score -1.725896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -17258954.000000 Penalty: 5846.075684
	Iteration 41Q: 3 clusters Score -1.725895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 128424 members 
Entering Unmasked Estep 
Score: -17258960.000000 Penalty: 5846.075684
	Iteration 42Q: 3 clusters Score -1.725896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -17258970.000000 Penalty: 5846.075684
	Iteration 43Q: 3 clusters Score -1.725897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -17258984.000000 Penalty: 5846.075684
	Iteration 44Q: 3 clusters Score -1.725898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -17258992.000000 Penalty: 5846.075684
	Iteration 45Q: 3 clusters Score -1.725899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 128551 members 
Entering Unmasked Estep 
Score: -17258994.000000 Penalty: 5846.075684
	Iteration 46Q: 3 clusters Score -1.725899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 128576 members 
Entering Unmasked Estep 
Score: -17259012.000000 Penalty: 5846.075684
	Iteration 47Q: 3 clusters Score -1.725901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -17259014.000000 Penalty: 5846.075684
	Iteration 48Q: 3 clusters Score -1.725901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -17259010.000000 Penalty: 5846.075684
	Iteration 49Q: 3 clusters Score -1.725901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 128642 members 
Entering Unmasked Estep 
Score: -17259006.000000 Penalty: 5846.075684
	Iteration 50Q: 3 clusters Score -1.725901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -17259006.000000 Penalty: 5846.075684
	Iteration 51Q: 3 clusters Score -1.725901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -17258980.000000 Penalty: 5846.075684
	Iteration 52Q: 3 clusters Score -1.725898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 128709 members 
Entering Unmasked Estep 
Score: -17258994.000000 Penalty: 5846.075684
	Iteration 53Q: 3 clusters Score -1.725899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -17258998.000000 Penalty: 5846.075684
	Iteration 54Q: 3 clusters Score -1.7259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 128730 members 
Entering Unmasked Estep 
Score: -17258994.000000 Penalty: 5846.075684
	Iteration 55Q: 3 clusters Score -1.725899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -17259004.000000 Penalty: 5846.075684
	Iteration 56Q: 3 clusters Score -1.7259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 128751 members 
Entering Unmasked Estep 
Score: -17259020.000000 Penalty: 5846.075684
	Iteration 57Q: 3 clusters Score -1.725902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -17259036.000000 Penalty: 5846.075684
	Iteration 58Q: 3 clusters Score -1.725904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -17259032.000000 Penalty: 5846.075684
	Iteration 59Q: 3 clusters Score -1.725903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 128797 members 
Entering Unmasked Estep 
Score: -17259054.000000 Penalty: 5846.075684
	Iteration 60F: 3 clusters Score -1.725905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -17259046.000000 Penalty: 5846.075684
	Iteration 61Q: 3 clusters Score -1.725905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 128814 members 
Entering Unmasked Estep 
Score: -17259048.000000 Penalty: 5846.075684
	Iteration 62Q: 3 clusters Score -1.725905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 128826 members 
Entering Unmasked Estep 
Score: -17259050.000000 Penalty: 5846.075684
	Iteration 63Q: 3 clusters Score -1.725905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -17259054.000000 Penalty: 5846.075684
	Iteration 64Q: 3 clusters Score -1.725905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -17259066.000000 Penalty: 5846.075684
	Iteration 65Q: 3 clusters Score -1.725907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 128852 members 
Entering Unmasked Estep 
Score: -17259066.000000 Penalty: 5846.075684
	Iteration 66Q: 3 clusters Score -1.725907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -17259070.000000 Penalty: 5846.075684
	Iteration 67Q: 3 clusters Score -1.725907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 128872 members 
Entering Unmasked Estep 
Score: -17259058.000000 Penalty: 5846.075684
	Iteration 68Q: 3 clusters Score -1.725906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -17259068.000000 Penalty: 5846.075684
	Iteration 69Q: 3 clusters Score -1.725907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -17259058.000000 Penalty: 5846.075684
	Iteration 70Q: 3 clusters Score -1.725906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -17259068.000000 Penalty: 5846.075684
	Iteration 71Q: 3 clusters Score -1.725907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -17259058.000000 Penalty: 5846.075684
	Iteration 72Q: 3 clusters Score -1.725906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -17259062.000000 Penalty: 5846.075684
	Iteration 73Q: 3 clusters Score -1.725906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -17259058.000000 Penalty: 5846.075684
	Iteration 74Q: 3 clusters Score -1.725906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 128897 members 
Entering Unmasked Estep 
Score: -17259058.000000 Penalty: 5846.075684
	Iteration 75Q: 3 clusters Score -1.725906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -17259050.000000 Penalty: 5846.075684
	Iteration 76Q: 3 clusters Score -1.725905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -17259054.000000 Penalty: 5846.075684
	Iteration 77Q: 3 clusters Score -1.725905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -17259066.000000 Penalty: 5846.075684
	Iteration 78Q: 3 clusters Score -1.725907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -17259084.000000 Penalty: 5846.075684
	Iteration 79Q: 3 clusters Score -1.725908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -17259078.000000 Penalty: 5846.075684
	Iteration 80F: 3 clusters Score -1.725908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -17259076.000000 Penalty: 5846.075684
	Iteration 81Q: 3 clusters Score -1.725908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -17259080.000000 Penalty: 5846.075684
	Iteration 82Q: 3 clusters Score -1.725908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -17259084.000000 Penalty: 5846.075684
	Iteration 83Q: 3 clusters Score -1.725908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -17259068.000000 Penalty: 5846.075684
	Iteration 84Q: 3 clusters Score -1.725907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -17259072.000000 Penalty: 5846.075684
	Iteration 85Q: 3 clusters Score -1.725907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -17259068.000000 Penalty: 5846.075684
	Iteration 86Q: 3 clusters Score -1.725907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -17259070.000000 Penalty: 5846.075684
	Iteration 87Q: 3 clusters Score -1.725907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -17259070.000000 Penalty: 5846.075684
	Iteration 88Q: 3 clusters Score -1.725907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -17259076.000000 Penalty: 5846.075684
	Iteration 89Q: 3 clusters Score -1.725908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -17259094.000000 Penalty: 5846.075684
	Iteration 90Q: 3 clusters Score -1.725909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -17259094.000000 Penalty: 5846.075684
	Iteration 91Q: 3 clusters Score -1.725909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -17259084.000000 Penalty: 5846.075684
	Iteration 92Q: 3 clusters Score -1.725908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -17259078.000000 Penalty: 5846.075684
	Iteration 93Q: 3 clusters Score -1.725908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -17259090.000000 Penalty: 5846.075684
	Iteration 94Q: 3 clusters Score -1.725909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -17259086.000000 Penalty: 5846.075684
	Iteration 95Q: 3 clusters Score -1.725909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -17259088.000000 Penalty: 5846.075684
	Iteration 96Q: 3 clusters Score -1.725909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 128967 members 
Entering Unmasked Estep 
Score: -17259082.000000 Penalty: 5846.075684
	Iteration 97Q: 3 clusters Score -1.725908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 128972 members 
Entering Unmasked Estep 
Score: -17259080.000000 Penalty: 5846.075684
	Iteration 98Q: 3 clusters Score -1.725908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -17259094.000000 Penalty: 5846.075684
	Iteration 99Q: 3 clusters Score -1.725909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -17259088.000000 Penalty: 5846.075684
	Iteration 100F: 3 clusters Score -1.725909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -17259074.000000 Penalty: 5846.075684
	Iteration 101Q: 3 clusters Score -1.725907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -17259078.000000 Penalty: 5846.075684
	Iteration 102Q: 3 clusters Score -1.725908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -17259086.000000 Penalty: 5846.075684
	Iteration 103Q: 3 clusters Score -1.725909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
Score: -17259074.000000 Penalty: 5846.075684
	Iteration 104Q: 3 clusters Score -1.725907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -17259086.000000 Penalty: 5846.075684
	Iteration 105Q: 3 clusters Score -1.725909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -17259086.000000 Penalty: 5846.075684
	Iteration 106F: 3 clusters Score -1.725909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230682 members 
Entering Unmasked Estep 
Score: -30842912.000000 Penalty: 3062.501221
	Iteration 0F: 2 clusters Score -3.084291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -30703778.000000 Penalty: 6125.002441
	Iteration 0F: 3 clusters Score -3.070378e+07 nChanged 111546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -30769014.000000 Penalty: 6125.002441
	Iteration 1F: 3 clusters Score -3.076901e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -30769918.000000 Penalty: 6125.002441
	Iteration 2Q: 3 clusters Score -3.076992e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -30771110.000000 Penalty: 6125.002441
	Iteration 3Q: 3 clusters Score -3.077111e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -30772588.000000 Penalty: 6125.002441
	Iteration 4Q: 3 clusters Score -3.077259e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -30774750.000000 Penalty: 6125.002441
	Iteration 5Q: 3 clusters Score -3.077475e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -30777862.000000 Penalty: 6125.002441
	Iteration 6Q: 3 clusters Score -3.077786e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -30783230.000000 Penalty: 6125.002441
	Iteration 7Q: 3 clusters Score -3.078323e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -30791726.000000 Penalty: 6125.002441
	Iteration 8F: 3 clusters Score -3.079173e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -30803318.000000 Penalty: 6125.002441
	Iteration 9F: 3 clusters Score -3.080332e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -30814448.000000 Penalty: 6125.002441
	Iteration 10F: 3 clusters Score -3.081445e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 182046 members 
Entering Unmasked Estep 
Score: -30822876.000000 Penalty: 6125.002441
	Iteration 11F: 3 clusters Score -3.082288e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 190157 members 
Entering Unmasked Estep 
Score: -30828098.000000 Penalty: 6125.002441
	Iteration 12Q: 3 clusters Score -3.08281e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -30830938.000000 Penalty: 6125.002441
	Iteration 13Q: 3 clusters Score -3.083094e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 203700 members 
Entering Unmasked Estep 
Score: -30833090.000000 Penalty: 6125.002441
	Iteration 14Q: 3 clusters Score -3.083309e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 209457 members 
Entering Unmasked Estep 
Score: -30835220.000000 Penalty: 6125.002441
	Iteration 15Q: 3 clusters Score -3.083522e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -30837156.000000 Penalty: 6125.002441
	Iteration 16Q: 3 clusters Score -3.083716e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 218966 members 
Entering Unmasked Estep 
Score: -30838712.000000 Penalty: 6125.002441
	Iteration 17Q: 3 clusters Score -3.083871e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 222379 members 
Entering Unmasked Estep 
Score: -30839844.000000 Penalty: 6125.002441
	Iteration 18Q: 3 clusters Score -3.083984e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 224755 members 
Entering Unmasked Estep 
Score: -30840676.000000 Penalty: 6125.002441
	Iteration 19Q: 3 clusters Score -3.084068e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 226407 members 
Entering Unmasked Estep 
Score: -30841108.000000 Penalty: 6125.002441
	Iteration 20F: 3 clusters Score -3.084111e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 227433 members 
Entering Unmasked Estep 
Score: -30841260.000000 Penalty: 6125.002441
	Iteration 21Q: 3 clusters Score -3.084126e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 228060 members 
Entering Unmasked Estep 
Score: -30841398.000000 Penalty: 6125.002441
	Iteration 22Q: 3 clusters Score -3.08414e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 228429 members 
Entering Unmasked Estep 
Score: -30841428.000000 Penalty: 6125.002441
	Iteration 23Q: 3 clusters Score -3.084143e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 228677 members 
Entering Unmasked Estep 
Score: -30841504.000000 Penalty: 6125.002441
	Iteration 24Q: 3 clusters Score -3.08415e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 228822 members 
Entering Unmasked Estep 
Score: -30841540.000000 Penalty: 6125.002441
	Iteration 25Q: 3 clusters Score -3.084154e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 228933 members 
Entering Unmasked Estep 
Score: -30841512.000000 Penalty: 6125.002441
	Iteration 26Q: 3 clusters Score -3.084151e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 229015 members 
Entering Unmasked Estep 
Score: -30841548.000000 Penalty: 6125.002441
	Iteration 27Q: 3 clusters Score -3.084155e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 229076 members 
Entering Unmasked Estep 
Score: -30841534.000000 Penalty: 6125.002441
	Iteration 28Q: 3 clusters Score -3.084153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 229137 members 
Entering Unmasked Estep 
Score: -30841524.000000 Penalty: 6125.002441
	Iteration 29Q: 3 clusters Score -3.084152e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 229179 members 
Entering Unmasked Estep 
Score: -30841536.000000 Penalty: 6125.002441
	Iteration 30Q: 3 clusters Score -3.084154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 229201 members 
Entering Unmasked Estep 
Score: -30841554.000000 Penalty: 6125.002441
	Iteration 31Q: 3 clusters Score -3.084155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 229214 members 
Entering Unmasked Estep 
Score: -30841534.000000 Penalty: 6125.002441
	Iteration 32Q: 3 clusters Score -3.084153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 229226 members 
Entering Unmasked Estep 
Score: -30841516.000000 Penalty: 6125.002441
	Iteration 33Q: 3 clusters Score -3.084152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 229234 members 
Entering Unmasked Estep 
Score: -30841512.000000 Penalty: 6125.002441
	Iteration 34Q: 3 clusters Score -3.084151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 229240 members 
Entering Unmasked Estep 
Score: -30841510.000000 Penalty: 6125.002441
	Iteration 35Q: 3 clusters Score -3.084151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 229242 members 
Entering Unmasked Estep 
Score: -30841518.000000 Penalty: 6125.002441
	Iteration 36Q: 3 clusters Score -3.084152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 229247 members 
Entering Unmasked Estep 
Score: -30841518.000000 Penalty: 6125.002441
	Iteration 37Q: 3 clusters Score -3.084152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 229257 members 
Entering Unmasked Estep 
Score: -30841542.000000 Penalty: 6125.002441
	Iteration 38Q: 3 clusters Score -3.084154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 229261 members 
Entering Unmasked Estep 
Score: -30841568.000000 Penalty: 6125.002441
	Iteration 39Q: 3 clusters Score -3.084157e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 229264 members 
Entering Unmasked Estep 
Score: -30841574.000000 Penalty: 6125.002441
	Iteration 40F: 3 clusters Score -3.084157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 229265 members 
Entering Unmasked Estep 
Score: -30841596.000000 Penalty: 6125.002441
	Iteration 41Q: 3 clusters Score -3.08416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 229267 members 
Entering Unmasked Estep 
Score: -30841588.000000 Penalty: 6125.002441
	Iteration 42Q: 3 clusters Score -3.084159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 229268 members 
Entering Unmasked Estep 
Score: -30841576.000000 Penalty: 6125.002441
	Iteration 43Q: 3 clusters Score -3.084158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 229273 members 
Entering Unmasked Estep 
Score: -30841596.000000 Penalty: 6125.002441
	Iteration 44Q: 3 clusters Score -3.08416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 229279 members 
Entering Unmasked Estep 
Score: -30841586.000000 Penalty: 6125.002441
	Iteration 45Q: 3 clusters Score -3.084159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 229281 members 
Entering Unmasked Estep 
Score: -30841596.000000 Penalty: 6125.002441
	Iteration 46Q: 3 clusters Score -3.08416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 229280 members 
Entering Unmasked Estep 
Score: -30841614.000000 Penalty: 6125.002441
	Iteration 47Q: 3 clusters Score -3.084161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 229281 members 
Entering Unmasked Estep 
Score: -30841624.000000 Penalty: 6125.002441
	Iteration 48Q: 3 clusters Score -3.084162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 229282 members 
Entering Unmasked Estep 
Score: -30841618.000000 Penalty: 6125.002441
	Iteration 49Q: 3 clusters Score -3.084162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 229282 members 
Entering Unmasked Estep 
Score: -30841608.000000 Penalty: 6125.002441
	Iteration 50Q: 3 clusters Score -3.084161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 229289 members 
Entering Unmasked Estep 
Score: -30841624.000000 Penalty: 6125.002441
	Iteration 51Q: 3 clusters Score -3.084162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 229287 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6125.002441
	Iteration 52Q: 3 clusters Score -3.084164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 229288 members 
Entering Unmasked Estep 
Score: -30841634.000000 Penalty: 6125.002441
	Iteration 53Q: 3 clusters Score -3.084163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 229287 members 
Entering Unmasked Estep 
Score: -30841648.000000 Penalty: 6125.002441
	Iteration 54Q: 3 clusters Score -3.084165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 229284 members 
Entering Unmasked Estep 
Score: -30841640.000000 Penalty: 6125.002441
	Iteration 55Q: 3 clusters Score -3.084164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 229285 members 
Entering Unmasked Estep 
Score: -30841614.000000 Penalty: 6125.002441
	Iteration 56Q: 3 clusters Score -3.084161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 229282 members 
Entering Unmasked Estep 
Score: -30841626.000000 Penalty: 6125.002441
	Iteration 57Q: 3 clusters Score -3.084163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 229278 members 
Entering Unmasked Estep 
Score: -30841608.000000 Penalty: 6125.002441
	Iteration 58Q: 3 clusters Score -3.084161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 229276 members 
Entering Unmasked Estep 
Score: -30841616.000000 Penalty: 6125.002441
	Iteration 59Q: 3 clusters Score -3.084162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 229273 members 
Entering Unmasked Estep 
Score: -30841628.000000 Penalty: 6125.002441
	Iteration 60F: 3 clusters Score -3.084163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 229271 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6125.002441
	Iteration 61Q: 3 clusters Score -3.084164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 229272 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6125.002441
	Iteration 62Q: 3 clusters Score -3.084164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 229272 members 
Entering Unmasked Estep 
Score: -30841652.000000 Penalty: 6125.002441
	Iteration 63Q: 3 clusters Score -3.084165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 229271 members 
Entering Unmasked Estep 
Score: -30841646.000000 Penalty: 6125.002441
	Iteration 64Q: 3 clusters Score -3.084165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 229272 members 
Entering Unmasked Estep 
Score: -30841662.000000 Penalty: 6125.002441
	Iteration 65Q: 3 clusters Score -3.084166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 229273 members 
Entering Unmasked Estep 
Score: -30841646.000000 Penalty: 6125.002441
	Iteration 66Q: 3 clusters Score -3.084165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 229272 members 
Entering Unmasked Estep 
Score: -30841646.000000 Penalty: 6125.002441
	Iteration 67Q: 3 clusters Score -3.084165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 229270 members 
Entering Unmasked Estep 
Score: -30841640.000000 Penalty: 6125.002441
	Iteration 68Q: 3 clusters Score -3.084164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 229270 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6125.002441
	Iteration 69Q: 3 clusters Score -3.084164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 229268 members 
Entering Unmasked Estep 
Score: -30841638.000000 Penalty: 6125.002441
	Iteration 70Q: 3 clusters Score -3.084164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 229266 members 
Entering Unmasked Estep 
Score: -30841650.000000 Penalty: 6125.002441
	Iteration 71Q: 3 clusters Score -3.084165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 229265 members 
Entering Unmasked Estep 
Score: -30841648.000000 Penalty: 6125.002441
	Iteration 72Q: 3 clusters Score -3.084165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 229265 members 
Entering Unmasked Estep 
Score: -30841648.000000 Penalty: 6125.002441
	Iteration 73F: 3 clusters Score -3.084165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -598613.687500 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -598613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -594304.625000 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -594304.6 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -595537.750000 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -595537.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -595902.125000 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -595902.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -596214.750000 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -596214.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -596533.062500 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -596533.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -596807.437500 Penalty: 4202.105469
	Iteration 5F: 3 clusters Score -596807.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -597029.062500 Penalty: 4202.105469
	Iteration 6F: 3 clusters Score -597029.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -597179.562500 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -597179.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -597291.000000 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -597291 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -597375.187500 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -597375.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -597423.125000 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -597423.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -597455.937500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -597455.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -597475.312500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -597475.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -597490.875000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -597490.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -597501.562500 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -597501.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -597513.000000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -597513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -597525.437500 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -597525.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -597538.062500 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -597538.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -597550.687500 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -597550.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -597561.500000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -597561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -597570.687500 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -597570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -597573.875000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -597573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -597575.000000 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -597575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -597576.812500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -597576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -597576.812500 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -597576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -597577.562500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -597577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -597577.562500 Penalty: 4202.105469
	Iteration 26F: 3 clusters Score -597577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 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 664 members 
Entering Unmasked Estep 
Score: -159673.796875 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159673.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -160207.765625 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160207.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160686.515625 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160686.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161243.109375 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161243.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161811.265625 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161811.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -162003.203125 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -162003.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162072.046875 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -162072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162116.437500 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162121.625000 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162127.468750 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162130.718750 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162134.828125 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -162134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162138.671875 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -162138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162139.703125 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -162139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162141.890625 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -162141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162144.140625 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -162144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162147.421875 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -162147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162150.562500 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -162150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162154.781250 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -162154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162159.046875 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -162159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162174.281250 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -162174.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162222.281250 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -162222.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162292.718750 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -162292.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162417.703125 Penalty: 3559.801270
	Iteration 23Q: 3 clusters Score -162417.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162465.687500 Penalty: 3559.801270
	Iteration 24Q: 3 clusters Score -162465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162478.687500 Penalty: 3559.801270
	Iteration 25Q: 3 clusters Score -162478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162494.296875 Penalty: 3559.801270
	Iteration 26Q: 3 clusters Score -162494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -162502.593750 Penalty: 3559.801270
	Iteration 27Q: 3 clusters Score -162502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162518.140625 Penalty: 3559.801270
	Iteration 28Q: 3 clusters Score -162518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162532.578125 Penalty: 3559.801270
	Iteration 29Q: 3 clusters Score -162532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162537.578125 Penalty: 3559.801270
	Iteration 30Q: 3 clusters Score -162537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162541.234375 Penalty: 3559.801270
	Iteration 31Q: 3 clusters Score -162541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162542.062500 Penalty: 3559.801270
	Iteration 32Q: 3 clusters Score -162542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162542.062500 Penalty: 3559.801270
	Iteration 33F: 3 clusters Score -162542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 28494 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 131458 members 
Mstep: Class 7 contains 230682 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84207 members 
Mstep: Class 16 contains 150761 members 
Mstep: Class 17 contains 69938 members 
Mstep: Class 18 contains 15423 members 
Mstep: Class 19 contains 102142 members 
Mstep: Class 20 contains 102855 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19356 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 15908 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 42075 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122425 members 
Mstep: Class 30 contains 76886 members 
Mstep: Class 31 contains 17541 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 806 members 
Entering Unmasked Estep 
Score: -181110880.000000 Penalty: 119358.375000
Splitting cluster 9 changes total score from -181111472.000000 to -181110880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -536341.500000 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -536341.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -532300.500000 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -532300.5 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -533486.437500 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -533486.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -533909.062500 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -533909.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -534263.187500 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -534263.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -534561.750000 Penalty: 4165.275879
	Iteration 4F: 3 clusters Score -534561.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -534773.375000 Penalty: 4165.275879
	Iteration 5F: 3 clusters Score -534773.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -534917.125000 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -534917.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -535015.875000 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -535015.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -535132.375000 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -535132.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -535225.812500 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -535225.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -535287.375000 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -535287.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -535324.687500 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -535324.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -535351.062500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -535351.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -535373.437500 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -535373.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -535384.625000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -535384.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -535392.437500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -535392.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -535400.187500 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -535400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -535407.687500 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -535407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -535411.125000 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -535411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -535415.687500 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -535415.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -535418.187500 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -535418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -535420.000000 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -535420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -535423.062500 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -535423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -535426.875000 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -535426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -535429.000000 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -535429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -535430.687500 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -535430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -535432.375000 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -535432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -535432.312500 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -535432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -535432.312500 Penalty: 4165.275879
	Iteration 28F: 3 clusters Score -535432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -658437.312500 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -658437.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -653588.250000 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -653588.2 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -654846.687500 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -654846.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -655163.625000 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -655163.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -655385.562500 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -655385.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -655558.312500 Penalty: 4273.062500
	Iteration 4Q: 3 clusters Score -655558.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -655719.437500 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -655719.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -655874.750000 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -655874.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -656039.187500 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -656039.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -656150.937500 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -656150.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -656226.875000 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -656226.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -656285.500000 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -656285.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -656341.500000 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -656341.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -656392.875000 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -656392.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -656435.125000 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -656435.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -656467.125000 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -656467.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -656501.562500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -656501.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -656530.562500 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -656530.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -656555.687500 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -656555.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -656574.875000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -656574.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -656598.125000 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -656598.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -656620.312500 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -656620.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -656641.562500 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -656641.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -656663.750000 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -656663.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -656693.437500 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -656693.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -656719.062500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -656719.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -656746.250000 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -656746.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -656766.875000 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -656766.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -656790.750000 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -656790.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -656805.062500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -656805.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -656824.375000 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -656824.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -656845.625000 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -656845.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -656865.937500 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -656865.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -656880.687500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -656880.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -656896.437500 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -656896.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -656916.687500 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -656916.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -656944.062500 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -656944.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -656974.375000 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -656974.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -657008.125000 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -657008.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -657047.437500 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -657047.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -657095.625000 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -657095.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -657132.437500 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -657132.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -657180.812500 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -657180.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -657232.562500 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -657232.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -657283.125000 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -657283.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -657318.625000 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -657318.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -657349.875000 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -657349.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -657377.875000 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -657377.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -657404.375000 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -657404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -657425.500000 Penalty: 4273.062500
	Iteration 48Q: 3 clusters Score -657425.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -657437.125000 Penalty: 4273.062500
	Iteration 49Q: 3 clusters Score -657437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -657446.937500 Penalty: 4273.062500
	Iteration 50Q: 3 clusters Score -657446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -657451.875000 Penalty: 4273.062500
	Iteration 51Q: 3 clusters Score -657451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -657453.812500 Penalty: 4273.062500
	Iteration 52Q: 3 clusters Score -657453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -657454.250000 Penalty: 4273.062500
	Iteration 53Q: 3 clusters Score -657454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -657455.000000 Penalty: 4273.062500
	Iteration 54Q: 3 clusters Score -657455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -657458.250000 Penalty: 4273.062500
	Iteration 55Q: 3 clusters Score -657458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -657460.875000 Penalty: 4273.062500
	Iteration 56Q: 3 clusters Score -657460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -657464.750000 Penalty: 4273.062500
	Iteration 57Q: 3 clusters Score -657464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -657465.875000 Penalty: 4273.062500
	Iteration 58Q: 3 clusters Score -657465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -657467.375000 Penalty: 4273.062500
	Iteration 59Q: 3 clusters Score -657467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -657466.500000 Penalty: 4273.062500
	Iteration 60F: 3 clusters Score -657466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -657469.125000 Penalty: 4273.062500
	Iteration 61Q: 3 clusters Score -657469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -657471.250000 Penalty: 4273.062500
	Iteration 62Q: 3 clusters Score -657471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -657471.750000 Penalty: 4273.062500
	Iteration 63Q: 3 clusters Score -657471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -657471.437500 Penalty: 4273.062500
	Iteration 64Q: 3 clusters Score -657471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -657471.812500 Penalty: 4273.062500
	Iteration 65Q: 3 clusters Score -657471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -657472.625000 Penalty: 4273.062500
	Iteration 66Q: 3 clusters Score -657472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -657473.562500 Penalty: 4273.062500
	Iteration 67Q: 3 clusters Score -657473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -657474.375000 Penalty: 4273.062500
	Iteration 68Q: 3 clusters Score -657474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -657474.187500 Penalty: 4273.062500
	Iteration 69Q: 3 clusters Score -657474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -657474.187500 Penalty: 4273.062500
	Iteration 70F: 3 clusters Score -657474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Entering Unmasked Estep 
Score: -2723410.750000 Penalty: 2467.265869
	Iteration 0F: 2 clusters Score -2723411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2708840.250000 Penalty: 4934.531738
	Iteration 0F: 3 clusters Score -2708840 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2713886.500000 Penalty: 4934.531738
	Iteration 1F: 3 clusters Score -2713886 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2714640.250000 Penalty: 4934.531738
	Iteration 2F: 3 clusters Score -2714640 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2715526.750000 Penalty: 4934.531738
	Iteration 3F: 3 clusters Score -2715527 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2716665.000000 Penalty: 4934.531738
	Iteration 4F: 3 clusters Score -2716665 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2717942.750000 Penalty: 4934.531738
	Iteration 5F: 3 clusters Score -2717943 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2719283.250000 Penalty: 4934.531738
	Iteration 6F: 3 clusters Score -2719283 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2720426.750000 Penalty: 4934.531738
	Iteration 7F: 3 clusters Score -2720427 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2721375.000000 Penalty: 4934.531738
	Iteration 8F: 3 clusters Score -2721375 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2722022.500000 Penalty: 4934.531738
	Iteration 9Q: 3 clusters Score -2722022 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2722327.500000 Penalty: 4934.531738
	Iteration 10Q: 3 clusters Score -2722328 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2722463.000000 Penalty: 4934.531738
	Iteration 11Q: 3 clusters Score -2722463 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2722522.500000 Penalty: 4934.531738
	Iteration 12Q: 3 clusters Score -2722522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2722558.500000 Penalty: 4934.531738
	Iteration 13Q: 3 clusters Score -2722558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2722593.000000 Penalty: 4934.531738
	Iteration 14Q: 3 clusters Score -2722593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2722597.750000 Penalty: 4934.531738
	Iteration 15Q: 3 clusters Score -2722598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2722612.750000 Penalty: 4934.531738
	Iteration 16Q: 3 clusters Score -2722613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2722633.000000 Penalty: 4934.531738
	Iteration 17Q: 3 clusters Score -2722633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2722647.000000 Penalty: 4934.531738
	Iteration 18Q: 3 clusters Score -2722647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2722649.500000 Penalty: 4934.531738
	Iteration 19Q: 3 clusters Score -2722650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2722660.500000 Penalty: 4934.531738
	Iteration 20F: 3 clusters Score -2722660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2722663.000000 Penalty: 4934.531738
	Iteration 21Q: 3 clusters Score -2722663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2722666.250000 Penalty: 4934.531738
	Iteration 22Q: 3 clusters Score -2722666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2722667.000000 Penalty: 4934.531738
	Iteration 23Q: 3 clusters Score -2722667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2722666.250000 Penalty: 4934.531738
	Iteration 24Q: 3 clusters Score -2722666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2722672.250000 Penalty: 4934.531738
	Iteration 25Q: 3 clusters Score -2722672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2722671.750000 Penalty: 4934.531738
	Iteration 26Q: 3 clusters Score -2722672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2722674.000000 Penalty: 4934.531738
	Iteration 27Q: 3 clusters Score -2722674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2722674.500000 Penalty: 4934.531738
	Iteration 28Q: 3 clusters Score -2722674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2722675.500000 Penalty: 4934.531738
	Iteration 29Q: 3 clusters Score -2722676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2722675.750000 Penalty: 4934.531738
	Iteration 30Q: 3 clusters Score -2722676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2722675.000000 Penalty: 4934.531738
	Iteration 31Q: 3 clusters Score -2722675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2722678.250000 Penalty: 4934.531738
	Iteration 32Q: 3 clusters Score -2722678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2722676.000000 Penalty: 4934.531738
	Iteration 33Q: 3 clusters Score -2722676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2722672.000000 Penalty: 4934.531738
	Iteration 34Q: 3 clusters Score -2722672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2722689.000000 Penalty: 4934.531738
	Iteration 35Q: 3 clusters Score -2722689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2722689.750000 Penalty: 4934.531738
	Iteration 36Q: 3 clusters Score -2722690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2722692.250000 Penalty: 4934.531738
	Iteration 37Q: 3 clusters Score -2722692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2722688.000000 Penalty: 4934.531738
	Iteration 38Q: 3 clusters Score -2722688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2722689.750000 Penalty: 4934.531738
	Iteration 39Q: 3 clusters Score -2722690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2722696.000000 Penalty: 4934.531738
	Iteration 40F: 3 clusters Score -2722696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2722695.250000 Penalty: 4934.531738
	Iteration 41Q: 3 clusters Score -2722695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2722701.750000 Penalty: 4934.531738
	Iteration 42Q: 3 clusters Score -2722702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2722706.500000 Penalty: 4934.531738
	Iteration 43Q: 3 clusters Score -2722706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2722708.500000 Penalty: 4934.531738
	Iteration 44Q: 3 clusters Score -2722708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2722715.250000 Penalty: 4934.531738
	Iteration 45Q: 3 clusters Score -2722715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2722713.500000 Penalty: 4934.531738
	Iteration 46Q: 3 clusters Score -2722714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2722715.750000 Penalty: 4934.531738
	Iteration 47Q: 3 clusters Score -2722716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2722713.750000 Penalty: 4934.531738
	Iteration 48Q: 3 clusters Score -2722714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2722718.750000 Penalty: 4934.531738
	Iteration 49Q: 3 clusters Score -2722719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2722719.000000 Penalty: 4934.531738
	Iteration 50Q: 3 clusters Score -2722719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2722719.000000 Penalty: 4934.531738
	Iteration 51F: 3 clusters Score -2722719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Entering Unmasked Estep 
Score: -9049044.000000 Penalty: 2760.994141
	Iteration 0F: 2 clusters Score -9049044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -9003355.000000 Penalty: 5521.988281
	Iteration 0F: 3 clusters Score -9003355 nChanged 31914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -9021105.000000 Penalty: 5521.988281
	Iteration 1F: 3 clusters Score -9021105 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -9021887.000000 Penalty: 5521.988281
	Iteration 2Q: 3 clusters Score -9021887 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -9022597.000000 Penalty: 5521.988281
	Iteration 3Q: 3 clusters Score -9022597 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -9023543.000000 Penalty: 5521.988281
	Iteration 4Q: 3 clusters Score -9023543 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -9024775.000000 Penalty: 5521.988281
	Iteration 5Q: 3 clusters Score -9024775 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -9026489.000000 Penalty: 5521.988281
	Iteration 6F: 3 clusters Score -9026489 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -9028650.000000 Penalty: 5521.988281
	Iteration 7F: 3 clusters Score -9028650 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9031366.000000 Penalty: 5521.988281
	Iteration 8F: 3 clusters Score -9031366 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -9034472.000000 Penalty: 5521.988281
	Iteration 9F: 3 clusters Score -9034472 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -9037839.000000 Penalty: 5521.988281
	Iteration 10F: 3 clusters Score -9037839 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -9040942.000000 Penalty: 5521.988281
	Iteration 11F: 3 clusters Score -9040942 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -9043525.000000 Penalty: 5521.988281
	Iteration 12Q: 3 clusters Score -9043525 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -9045093.000000 Penalty: 5521.988281
	Iteration 13Q: 3 clusters Score -9045093 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -9045810.000000 Penalty: 5521.988281
	Iteration 14Q: 3 clusters Score -9045810 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -9046130.000000 Penalty: 5521.988281
	Iteration 15Q: 3 clusters Score -9046130 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9046317.000000 Penalty: 5521.988281
	Iteration 16Q: 3 clusters Score -9046317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -9046439.000000 Penalty: 5521.988281
	Iteration 17Q: 3 clusters Score -9046439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -9046489.000000 Penalty: 5521.988281
	Iteration 18Q: 3 clusters Score -9046489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -9046506.000000 Penalty: 5521.988281
	Iteration 19Q: 3 clusters Score -9046506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -9046512.000000 Penalty: 5521.988281
	Iteration 20F: 3 clusters Score -9046512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9046527.000000 Penalty: 5521.988281
	Iteration 21Q: 3 clusters Score -9046527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -9046526.000000 Penalty: 5521.988281
	Iteration 22Q: 3 clusters Score -9046526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -9046537.000000 Penalty: 5521.988281
	Iteration 23Q: 3 clusters Score -9046537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -9046544.000000 Penalty: 5521.988281
	Iteration 24Q: 3 clusters Score -9046544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -9046540.000000 Penalty: 5521.988281
	Iteration 25Q: 3 clusters Score -9046540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9046547.000000 Penalty: 5521.988281
	Iteration 26Q: 3 clusters Score -9046547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -9046542.000000 Penalty: 5521.988281
	Iteration 27Q: 3 clusters Score -9046542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -9046546.000000 Penalty: 5521.988281
	Iteration 28Q: 3 clusters Score -9046546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -9046555.000000 Penalty: 5521.988281
	Iteration 29Q: 3 clusters Score -9046555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -9046553.000000 Penalty: 5521.988281
	Iteration 30Q: 3 clusters Score -9046553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -9046546.000000 Penalty: 5521.988281
	Iteration 31Q: 3 clusters Score -9046546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9046556.000000 Penalty: 5521.988281
	Iteration 32Q: 3 clusters Score -9046556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -9046554.000000 Penalty: 5521.988281
	Iteration 33Q: 3 clusters Score -9046554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -9046565.000000 Penalty: 5521.988281
	Iteration 34Q: 3 clusters Score -9046565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9046563.000000 Penalty: 5521.988281
	Iteration 35Q: 3 clusters Score -9046563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9046560.000000 Penalty: 5521.988281
	Iteration 36Q: 3 clusters Score -9046560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9046560.000000 Penalty: 5521.988281
	Iteration 37Q: 3 clusters Score -9046560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -9046558.000000 Penalty: 5521.988281
	Iteration 38Q: 3 clusters Score -9046558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9046566.000000 Penalty: 5521.988281
	Iteration 39Q: 3 clusters Score -9046566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -9046582.000000 Penalty: 5521.988281
	Iteration 40F: 3 clusters Score -9046582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -9046584.000000 Penalty: 5521.988281
	Iteration 41Q: 3 clusters Score -9046584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -9046587.000000 Penalty: 5521.988281
	Iteration 42Q: 3 clusters Score -9046587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -9046598.000000 Penalty: 5521.988281
	Iteration 43Q: 3 clusters Score -9046598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -9046611.000000 Penalty: 5521.988281
	Iteration 44Q: 3 clusters Score -9046611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -9046603.000000 Penalty: 5521.988281
	Iteration 45Q: 3 clusters Score -9046603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -9046599.000000 Penalty: 5521.988281
	Iteration 46Q: 3 clusters Score -9046599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -9046599.000000 Penalty: 5521.988281
	Iteration 47F: 3 clusters Score -9046599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -295445.562500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -295445.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -292647.687500 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -292647.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -293506.093750 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -293506.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -293802.312500 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -293802.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294029.781250 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -294029.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -294222.156250 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -294222.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -294391.843750 Penalty: 3872.928223
	Iteration 5F: 3 clusters Score -294391.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -294500.468750 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -294500.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -294610.937500 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -294610.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -294697.437500 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -294697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -294746.437500 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -294746.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -294780.250000 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -294780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -294791.687500 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -294791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -294797.812500 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -294797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -294799.625000 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -294799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -294800.750000 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -294800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -294801.750000 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -294801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -294801.750000 Penalty: 3872.928223
	Iteration 16F: 3 clusters Score -294801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Entering Unmasked Estep 
Score: -11162514.000000 Penalty: 2812.576172
	Iteration 0F: 2 clusters Score -1.116251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -11105907.000000 Penalty: 5625.152344
	Iteration 0F: 3 clusters Score -1.110591e+07 nChanged 39508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -11128498.000000 Penalty: 5625.152344
	Iteration 1F: 3 clusters Score -1.11285e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -11129544.000000 Penalty: 5625.152344
	Iteration 2Q: 3 clusters Score -1.112954e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -11130695.000000 Penalty: 5625.152344
	Iteration 3Q: 3 clusters Score -1.11307e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -11132206.000000 Penalty: 5625.152344
	Iteration 4Q: 3 clusters Score -1.113221e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -11134143.000000 Penalty: 5625.152344
	Iteration 5Q: 3 clusters Score -1.113414e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -11136252.000000 Penalty: 5625.152344
	Iteration 6F: 3 clusters Score -1.113625e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -11138551.000000 Penalty: 5625.152344
	Iteration 7F: 3 clusters Score -1.113855e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -11140670.000000 Penalty: 5625.152344
	Iteration 8F: 3 clusters Score -1.114067e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -11142587.000000 Penalty: 5625.152344
	Iteration 9Q: 3 clusters Score -1.114259e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -11144095.000000 Penalty: 5625.152344
	Iteration 10Q: 3 clusters Score -1.11441e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -11145527.000000 Penalty: 5625.152344
	Iteration 11Q: 3 clusters Score -1.114553e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -11146819.000000 Penalty: 5625.152344
	Iteration 12Q: 3 clusters Score -1.114682e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -11148267.000000 Penalty: 5625.152344
	Iteration 13Q: 3 clusters Score -1.114827e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -11149889.000000 Penalty: 5625.152344
	Iteration 14Q: 3 clusters Score -1.114989e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -11151686.000000 Penalty: 5625.152344
	Iteration 15Q: 3 clusters Score -1.115169e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -11153407.000000 Penalty: 5625.152344
	Iteration 16Q: 3 clusters Score -1.115341e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -11155123.000000 Penalty: 5625.152344
	Iteration 17Q: 3 clusters Score -1.115512e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -11156482.000000 Penalty: 5625.152344
	Iteration 18Q: 3 clusters Score -1.115648e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -11157579.000000 Penalty: 5625.152344
	Iteration 19Q: 3 clusters Score -1.115758e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -11158385.000000 Penalty: 5625.152344
	Iteration 20F: 3 clusters Score -1.115838e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -11158978.000000 Penalty: 5625.152344
	Iteration 21Q: 3 clusters Score -1.115898e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -11159344.000000 Penalty: 5625.152344
	Iteration 22Q: 3 clusters Score -1.115934e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -11159627.000000 Penalty: 5625.152344
	Iteration 23Q: 3 clusters Score -1.115963e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -11159797.000000 Penalty: 5625.152344
	Iteration 24Q: 3 clusters Score -1.11598e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -11159894.000000 Penalty: 5625.152344
	Iteration 25Q: 3 clusters Score -1.115989e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -11159981.000000 Penalty: 5625.152344
	Iteration 26Q: 3 clusters Score -1.115998e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -11160036.000000 Penalty: 5625.152344
	Iteration 27Q: 3 clusters Score -1.116004e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -11160084.000000 Penalty: 5625.152344
	Iteration 28Q: 3 clusters Score -1.116008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -11160114.000000 Penalty: 5625.152344
	Iteration 29Q: 3 clusters Score -1.116011e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -11160176.000000 Penalty: 5625.152344
	Iteration 30Q: 3 clusters Score -1.116018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -11160187.000000 Penalty: 5625.152344
	Iteration 31Q: 3 clusters Score -1.116019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -11160198.000000 Penalty: 5625.152344
	Iteration 32Q: 3 clusters Score -1.11602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -11160208.000000 Penalty: 5625.152344
	Iteration 33Q: 3 clusters Score -1.116021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -11160217.000000 Penalty: 5625.152344
	Iteration 34Q: 3 clusters Score -1.116022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -11160252.000000 Penalty: 5625.152344
	Iteration 35Q: 3 clusters Score -1.116025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -11160248.000000 Penalty: 5625.152344
	Iteration 36Q: 3 clusters Score -1.116025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -11160264.000000 Penalty: 5625.152344
	Iteration 37Q: 3 clusters Score -1.116026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -11160268.000000 Penalty: 5625.152344
	Iteration 38Q: 3 clusters Score -1.116027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -11160280.000000 Penalty: 5625.152344
	Iteration 39Q: 3 clusters Score -1.116028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -11160284.000000 Penalty: 5625.152344
	Iteration 40F: 3 clusters Score -1.116028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -11160289.000000 Penalty: 5625.152344
	Iteration 41Q: 3 clusters Score -1.116029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11160283.000000 Penalty: 5625.152344
	Iteration 42Q: 3 clusters Score -1.116028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -11160288.000000 Penalty: 5625.152344
	Iteration 43Q: 3 clusters Score -1.116029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -11160296.000000 Penalty: 5625.152344
	Iteration 44Q: 3 clusters Score -1.11603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -11160314.000000 Penalty: 5625.152344
	Iteration 45Q: 3 clusters Score -1.116031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -11160320.000000 Penalty: 5625.152344
	Iteration 46Q: 3 clusters Score -1.116032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -11160316.000000 Penalty: 5625.152344
	Iteration 47Q: 3 clusters Score -1.116032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -11160318.000000 Penalty: 5625.152344
	Iteration 48Q: 3 clusters Score -1.116032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -11160324.000000 Penalty: 5625.152344
	Iteration 49Q: 3 clusters Score -1.116032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -11160324.000000 Penalty: 5625.152344
	Iteration 50Q: 3 clusters Score -1.116032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -11160335.000000 Penalty: 5625.152344
	Iteration 51Q: 3 clusters Score -1.116034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -11160333.000000 Penalty: 5625.152344
	Iteration 52Q: 3 clusters Score -1.116033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -11160343.000000 Penalty: 5625.152344
	Iteration 53Q: 3 clusters Score -1.116034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -11160343.000000 Penalty: 5625.152344
	Iteration 54F: 3 clusters Score -1.116034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (150761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Entering Unmasked Estep 
Score: -20209060.000000 Penalty: 2957.015869
	Iteration 0F: 2 clusters Score -2.020906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -20112068.000000 Penalty: 5914.031738
	Iteration 0F: 3 clusters Score -2.011207e+07 nChanged 72164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -20153856.000000 Penalty: 5914.031738
	Iteration 1F: 3 clusters Score -2.015386e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -20154830.000000 Penalty: 5914.031738
	Iteration 2Q: 3 clusters Score -2.015483e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -20156186.000000 Penalty: 5914.031738
	Iteration 3Q: 3 clusters Score -2.015619e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -20158376.000000 Penalty: 5914.031738
	Iteration 4Q: 3 clusters Score -2.015838e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -20162294.000000 Penalty: 5914.031738
	Iteration 5F: 3 clusters Score -2.016229e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -20168532.000000 Penalty: 5914.031738
	Iteration 6F: 3 clusters Score -2.016853e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -20178578.000000 Penalty: 5914.031738
	Iteration 7F: 3 clusters Score -2.017858e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -20189574.000000 Penalty: 5914.031738
	Iteration 8F: 3 clusters Score -2.018957e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -20198924.000000 Penalty: 5914.031738
	Iteration 9F: 3 clusters Score -2.019892e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -20203622.000000 Penalty: 5914.031738
	Iteration 10Q: 3 clusters Score -2.020362e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20205424.000000 Penalty: 5914.031738
	Iteration 11Q: 3 clusters Score -2.020542e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20205934.000000 Penalty: 5914.031738
	Iteration 12Q: 3 clusters Score -2.020593e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20206152.000000 Penalty: 5914.031738
	Iteration 13Q: 3 clusters Score -2.020615e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20206240.000000 Penalty: 5914.031738
	Iteration 14Q: 3 clusters Score -2.020624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20206308.000000 Penalty: 5914.031738
	Iteration 15Q: 3 clusters Score -2.020631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20206334.000000 Penalty: 5914.031738
	Iteration 16Q: 3 clusters Score -2.020633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20206376.000000 Penalty: 5914.031738
	Iteration 17Q: 3 clusters Score -2.020638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20206402.000000 Penalty: 5914.031738
	Iteration 18Q: 3 clusters Score -2.02064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20206414.000000 Penalty: 5914.031738
	Iteration 19Q: 3 clusters Score -2.020641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20206404.000000 Penalty: 5914.031738
	Iteration 20F: 3 clusters Score -2.02064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20206410.000000 Penalty: 5914.031738
	Iteration 21Q: 3 clusters Score -2.020641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20206414.000000 Penalty: 5914.031738
	Iteration 22Q: 3 clusters Score -2.020641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20206428.000000 Penalty: 5914.031738
	Iteration 23Q: 3 clusters Score -2.020643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20206428.000000 Penalty: 5914.031738
	Iteration 24Q: 3 clusters Score -2.020643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20206440.000000 Penalty: 5914.031738
	Iteration 25Q: 3 clusters Score -2.020644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20206430.000000 Penalty: 5914.031738
	Iteration 26Q: 3 clusters Score -2.020643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20206438.000000 Penalty: 5914.031738
	Iteration 27Q: 3 clusters Score -2.020644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20206428.000000 Penalty: 5914.031738
	Iteration 28Q: 3 clusters Score -2.020643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20206432.000000 Penalty: 5914.031738
	Iteration 29Q: 3 clusters Score -2.020643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20206438.000000 Penalty: 5914.031738
	Iteration 30Q: 3 clusters Score -2.020644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20206458.000000 Penalty: 5914.031738
	Iteration 31Q: 3 clusters Score -2.020646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20206458.000000 Penalty: 5914.031738
	Iteration 32F: 3 clusters Score -2.020646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Entering Unmasked Estep 
Score: -9287841.000000 Penalty: 2766.530273
	Iteration 0F: 2 clusters Score -9287841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -9240852.000000 Penalty: 5533.060547
	Iteration 0F: 3 clusters Score -9240852 nChanged 32853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9259588.000000 Penalty: 5533.060547
	Iteration 1F: 3 clusters Score -9259588 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -9260463.000000 Penalty: 5533.060547
	Iteration 2Q: 3 clusters Score -9260463 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -9261440.000000 Penalty: 5533.060547
	Iteration 3Q: 3 clusters Score -9261440 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9262746.000000 Penalty: 5533.060547
	Iteration 4Q: 3 clusters Score -9262746 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -9264442.000000 Penalty: 5533.060547
	Iteration 5F: 3 clusters Score -9264442 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -9266411.000000 Penalty: 5533.060547
	Iteration 6F: 3 clusters Score -9266411 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -9268263.000000 Penalty: 5533.060547
	Iteration 7F: 3 clusters Score -9268263 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -9269903.000000 Penalty: 5533.060547
	Iteration 8F: 3 clusters Score -9269903 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -9271162.000000 Penalty: 5533.060547
	Iteration 9Q: 3 clusters Score -9271162 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -9272028.000000 Penalty: 5533.060547
	Iteration 10Q: 3 clusters Score -9272028 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -9272808.000000 Penalty: 5533.060547
	Iteration 11Q: 3 clusters Score -9272808 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -9273441.000000 Penalty: 5533.060547
	Iteration 12Q: 3 clusters Score -9273441 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -9273997.000000 Penalty: 5533.060547
	Iteration 13Q: 3 clusters Score -9273997 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9274656.000000 Penalty: 5533.060547
	Iteration 14Q: 3 clusters Score -9274656 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -9275572.000000 Penalty: 5533.060547
	Iteration 15Q: 3 clusters Score -9275572 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -9276683.000000 Penalty: 5533.060547
	Iteration 16Q: 3 clusters Score -9276683 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -9278013.000000 Penalty: 5533.060547
	Iteration 17Q: 3 clusters Score -9278013 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -9279512.000000 Penalty: 5533.060547
	Iteration 18Q: 3 clusters Score -9279512 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -9281060.000000 Penalty: 5533.060547
	Iteration 19Q: 3 clusters Score -9281060 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -9282608.000000 Penalty: 5533.060547
	Iteration 20F: 3 clusters Score -9282608 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -9283757.000000 Penalty: 5533.060547
	Iteration 21Q: 3 clusters Score -9283757 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -9284442.000000 Penalty: 5533.060547
	Iteration 22Q: 3 clusters Score -9284442 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -9284892.000000 Penalty: 5533.060547
	Iteration 23Q: 3 clusters Score -9284892 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -9285137.000000 Penalty: 5533.060547
	Iteration 24Q: 3 clusters Score -9285137 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -9285286.000000 Penalty: 5533.060547
	Iteration 25Q: 3 clusters Score -9285286 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9285385.000000 Penalty: 5533.060547
	Iteration 26Q: 3 clusters Score -9285385 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -9285449.000000 Penalty: 5533.060547
	Iteration 27Q: 3 clusters Score -9285449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -9285515.000000 Penalty: 5533.060547
	Iteration 28Q: 3 clusters Score -9285515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -9285535.000000 Penalty: 5533.060547
	Iteration 29Q: 3 clusters Score -9285535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -9285558.000000 Penalty: 5533.060547
	Iteration 30Q: 3 clusters Score -9285558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -9285573.000000 Penalty: 5533.060547
	Iteration 31Q: 3 clusters Score -9285573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -9285585.000000 Penalty: 5533.060547
	Iteration 32Q: 3 clusters Score -9285585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -9285607.000000 Penalty: 5533.060547
	Iteration 33Q: 3 clusters Score -9285607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -9285641.000000 Penalty: 5533.060547
	Iteration 34Q: 3 clusters Score -9285641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -9285644.000000 Penalty: 5533.060547
	Iteration 35Q: 3 clusters Score -9285644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -9285653.000000 Penalty: 5533.060547
	Iteration 36Q: 3 clusters Score -9285653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -9285663.000000 Penalty: 5533.060547
	Iteration 37Q: 3 clusters Score -9285663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -9285681.000000 Penalty: 5533.060547
	Iteration 38Q: 3 clusters Score -9285681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9285680.000000 Penalty: 5533.060547
	Iteration 39Q: 3 clusters Score -9285680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -9285688.000000 Penalty: 5533.060547
	Iteration 40F: 3 clusters Score -9285688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -9285687.000000 Penalty: 5533.060547
	Iteration 41Q: 3 clusters Score -9285687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9285689.000000 Penalty: 5533.060547
	Iteration 42Q: 3 clusters Score -9285689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -9285687.000000 Penalty: 5533.060547
	Iteration 43Q: 3 clusters Score -9285687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9285692.000000 Penalty: 5533.060547
	Iteration 44Q: 3 clusters Score -9285692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -9285702.000000 Penalty: 5533.060547
	Iteration 45Q: 3 clusters Score -9285702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -9285706.000000 Penalty: 5533.060547
	Iteration 46Q: 3 clusters Score -9285706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -9285708.000000 Penalty: 5533.060547
	Iteration 47Q: 3 clusters Score -9285708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -9285720.000000 Penalty: 5533.060547
	Iteration 48Q: 3 clusters Score -9285720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -9285718.000000 Penalty: 5533.060547
	Iteration 49Q: 3 clusters Score -9285718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9285725.000000 Penalty: 5533.060547
	Iteration 50Q: 3 clusters Score -9285725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9285729.000000 Penalty: 5533.060547
	Iteration 51Q: 3 clusters Score -9285729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9285729.000000 Penalty: 5533.060547
	Iteration 52F: 3 clusters Score -9285729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Entering Unmasked Estep 
Score: -2007028.500000 Penalty: 2391.616455
	Iteration 0F: 2 clusters Score -2007028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1995878.875000 Penalty: 4783.232910
	Iteration 0F: 3 clusters Score -1995879 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1999776.250000 Penalty: 4783.232910
	Iteration 1F: 3 clusters Score -1999776 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2000637.125000 Penalty: 4783.232910
	Iteration 2F: 3 clusters Score -2000637 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2001811.625000 Penalty: 4783.232910
	Iteration 3F: 3 clusters Score -2001812 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2003039.375000 Penalty: 4783.232910
	Iteration 4F: 3 clusters Score -2003039 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2004064.375000 Penalty: 4783.232910
	Iteration 5F: 3 clusters Score -2004064 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2004668.750000 Penalty: 4783.232910
	Iteration 6F: 3 clusters Score -2004669 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2004997.750000 Penalty: 4783.232910
	Iteration 7Q: 3 clusters Score -2004998 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2005177.875000 Penalty: 4783.232910
	Iteration 8Q: 3 clusters Score -2005178 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2005273.500000 Penalty: 4783.232910
	Iteration 9Q: 3 clusters Score -2005274 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2005344.250000 Penalty: 4783.232910
	Iteration 10Q: 3 clusters Score -2005344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2005404.125000 Penalty: 4783.232910
	Iteration 11Q: 3 clusters Score -2005404 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2005458.750000 Penalty: 4783.232910
	Iteration 12Q: 3 clusters Score -2005459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2005503.375000 Penalty: 4783.232910
	Iteration 13Q: 3 clusters Score -2005503 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2005549.250000 Penalty: 4783.232910
	Iteration 14Q: 3 clusters Score -2005549 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2005579.375000 Penalty: 4783.232910
	Iteration 15Q: 3 clusters Score -2005579 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2005621.875000 Penalty: 4783.232910
	Iteration 16Q: 3 clusters Score -2005622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2005662.000000 Penalty: 4783.232910
	Iteration 17Q: 3 clusters Score -2005662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2005695.250000 Penalty: 4783.232910
	Iteration 18Q: 3 clusters Score -2005695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2005744.875000 Penalty: 4783.232910
	Iteration 19Q: 3 clusters Score -2005745 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2005790.250000 Penalty: 4783.232910
	Iteration 20F: 3 clusters Score -2005790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2005876.000000 Penalty: 4783.232910
	Iteration 21Q: 3 clusters Score -2005876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2005947.500000 Penalty: 4783.232910
	Iteration 22Q: 3 clusters Score -2005948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2005985.750000 Penalty: 4783.232910
	Iteration 23Q: 3 clusters Score -2005986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2006022.000000 Penalty: 4783.232910
	Iteration 24Q: 3 clusters Score -2006022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2006042.875000 Penalty: 4783.232910
	Iteration 25Q: 3 clusters Score -2006043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2006065.750000 Penalty: 4783.232910
	Iteration 26Q: 3 clusters Score -2006066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2006093.250000 Penalty: 4783.232910
	Iteration 27Q: 3 clusters Score -2006093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2006108.125000 Penalty: 4783.232910
	Iteration 28Q: 3 clusters Score -2006108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2006118.500000 Penalty: 4783.232910
	Iteration 29Q: 3 clusters Score -2006118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2006128.750000 Penalty: 4783.232910
	Iteration 30Q: 3 clusters Score -2006129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2006137.750000 Penalty: 4783.232910
	Iteration 31Q: 3 clusters Score -2006138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2006143.750000 Penalty: 4783.232910
	Iteration 32Q: 3 clusters Score -2006144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2006144.000000 Penalty: 4783.232910
	Iteration 33Q: 3 clusters Score -2006144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2006143.375000 Penalty: 4783.232910
	Iteration 34Q: 3 clusters Score -2006143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2006146.500000 Penalty: 4783.232910
	Iteration 35Q: 3 clusters Score -2006146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2006147.500000 Penalty: 4783.232910
	Iteration 36Q: 3 clusters Score -2006148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2006150.250000 Penalty: 4783.232910
	Iteration 37Q: 3 clusters Score -2006150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2006153.750000 Penalty: 4783.232910
	Iteration 38Q: 3 clusters Score -2006154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2006154.125000 Penalty: 4783.232910
	Iteration 39Q: 3 clusters Score -2006154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2006154.625000 Penalty: 4783.232910
	Iteration 40F: 3 clusters Score -2006155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2006156.125000 Penalty: 4783.232910
	Iteration 41Q: 3 clusters Score -2006156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2006156.125000 Penalty: 4783.232910
	Iteration 42F: 3 clusters Score -2006156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (102142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Entering Unmasked Estep 
Score: -13798109.000000 Penalty: 2860.461670
	Iteration 0F: 2 clusters Score -1.379811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -13729855.000000 Penalty: 5720.923340
	Iteration 0F: 3 clusters Score -1.372986e+07 nChanged 48315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -13757428.000000 Penalty: 5720.923340
	Iteration 1F: 3 clusters Score -1.375743e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -13758116.000000 Penalty: 5720.923340
	Iteration 2Q: 3 clusters Score -1.375812e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -13758847.000000 Penalty: 5720.923340
	Iteration 3Q: 3 clusters Score -1.375885e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -13759931.000000 Penalty: 5720.923340
	Iteration 4Q: 3 clusters Score -1.375993e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -13761702.000000 Penalty: 5720.923340
	Iteration 5Q: 3 clusters Score -1.37617e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -13764691.000000 Penalty: 5720.923340
	Iteration 6F: 3 clusters Score -1.376469e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -13769926.000000 Penalty: 5720.923340
	Iteration 7F: 3 clusters Score -1.376993e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -13777832.000000 Penalty: 5720.923340
	Iteration 8F: 3 clusters Score -1.377783e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -13786364.000000 Penalty: 5720.923340
	Iteration 9F: 3 clusters Score -1.378636e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13792081.000000 Penalty: 5720.923340
	Iteration 10F: 3 clusters Score -1.379208e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13794430.000000 Penalty: 5720.923340
	Iteration 11Q: 3 clusters Score -1.379443e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13795143.000000 Penalty: 5720.923340
	Iteration 12Q: 3 clusters Score -1.379514e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13795362.000000 Penalty: 5720.923340
	Iteration 13Q: 3 clusters Score -1.379536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13795448.000000 Penalty: 5720.923340
	Iteration 14Q: 3 clusters Score -1.379545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13795491.000000 Penalty: 5720.923340
	Iteration 15Q: 3 clusters Score -1.379549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13795501.000000 Penalty: 5720.923340
	Iteration 16Q: 3 clusters Score -1.37955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13795510.000000 Penalty: 5720.923340
	Iteration 17Q: 3 clusters Score -1.379551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13795531.000000 Penalty: 5720.923340
	Iteration 18Q: 3 clusters Score -1.379553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13795529.000000 Penalty: 5720.923340
	Iteration 19Q: 3 clusters Score -1.379553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13795535.000000 Penalty: 5720.923340
	Iteration 20F: 3 clusters Score -1.379554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13795538.000000 Penalty: 5720.923340
	Iteration 21Q: 3 clusters Score -1.379554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13795546.000000 Penalty: 5720.923340
	Iteration 22Q: 3 clusters Score -1.379555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13795551.000000 Penalty: 5720.923340
	Iteration 23Q: 3 clusters Score -1.379555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13795553.000000 Penalty: 5720.923340
	Iteration 24Q: 3 clusters Score -1.379555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13795553.000000 Penalty: 5720.923340
	Iteration 25F: 3 clusters Score -1.379555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (102855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Entering Unmasked Estep 
Score: -13733025.000000 Penalty: 2862.186768
	Iteration 0F: 2 clusters Score -1.373302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -13664399.000000 Penalty: 5724.373535
	Iteration 0F: 3 clusters Score -1.36644e+07 nChanged 48714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -13692031.000000 Penalty: 5724.373535
	Iteration 1F: 3 clusters Score -1.369203e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -13692523.000000 Penalty: 5724.373535
	Iteration 2Q: 3 clusters Score -1.369252e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -13693070.000000 Penalty: 5724.373535
	Iteration 3Q: 3 clusters Score -1.369307e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -13693535.000000 Penalty: 5724.373535
	Iteration 4Q: 3 clusters Score -1.369354e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -13693978.000000 Penalty: 5724.373535
	Iteration 5Q: 3 clusters Score -1.369398e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -13694568.000000 Penalty: 5724.373535
	Iteration 6Q: 3 clusters Score -1.369457e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -13695171.000000 Penalty: 5724.373535
	Iteration 7Q: 3 clusters Score -1.369517e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -13696007.000000 Penalty: 5724.373535
	Iteration 8Q: 3 clusters Score -1.369601e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -13697101.000000 Penalty: 5724.373535
	Iteration 9Q: 3 clusters Score -1.36971e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -13698726.000000 Penalty: 5724.373535
	Iteration 10Q: 3 clusters Score -1.369873e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -13701296.000000 Penalty: 5724.373535
	Iteration 11Q: 3 clusters Score -1.37013e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -13705678.000000 Penalty: 5724.373535
	Iteration 12F: 3 clusters Score -1.370568e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -13711383.000000 Penalty: 5724.373535
	Iteration 13F: 3 clusters Score -1.371138e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -13715930.000000 Penalty: 5724.373535
	Iteration 14F: 3 clusters Score -1.371593e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -13718108.000000 Penalty: 5724.373535
	Iteration 15Q: 3 clusters Score -1.371811e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -13718952.000000 Penalty: 5724.373535
	Iteration 16Q: 3 clusters Score -1.371895e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -13719580.000000 Penalty: 5724.373535
	Iteration 17Q: 3 clusters Score -1.371958e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -13720217.000000 Penalty: 5724.373535
	Iteration 18Q: 3 clusters Score -1.372022e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -13720788.000000 Penalty: 5724.373535
	Iteration 19Q: 3 clusters Score -1.372079e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -13721233.000000 Penalty: 5724.373535
	Iteration 20F: 3 clusters Score -1.372123e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -13721780.000000 Penalty: 5724.373535
	Iteration 21Q: 3 clusters Score -1.372178e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -13722295.000000 Penalty: 5724.373535
	Iteration 22Q: 3 clusters Score -1.37223e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -13722768.000000 Penalty: 5724.373535
	Iteration 23Q: 3 clusters Score -1.372277e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -13723180.000000 Penalty: 5724.373535
	Iteration 24Q: 3 clusters Score -1.372318e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -13723591.000000 Penalty: 5724.373535
	Iteration 25Q: 3 clusters Score -1.372359e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -13723993.000000 Penalty: 5724.373535
	Iteration 26Q: 3 clusters Score -1.372399e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -13724392.000000 Penalty: 5724.373535
	Iteration 27Q: 3 clusters Score -1.372439e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -13724745.000000 Penalty: 5724.373535
	Iteration 28Q: 3 clusters Score -1.372474e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -13725077.000000 Penalty: 5724.373535
	Iteration 29Q: 3 clusters Score -1.372508e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -13725343.000000 Penalty: 5724.373535
	Iteration 30Q: 3 clusters Score -1.372534e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -13725697.000000 Penalty: 5724.373535
	Iteration 31Q: 3 clusters Score -1.37257e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -13726059.000000 Penalty: 5724.373535
	Iteration 32Q: 3 clusters Score -1.372606e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -13726423.000000 Penalty: 5724.373535
	Iteration 33Q: 3 clusters Score -1.372642e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -13726802.000000 Penalty: 5724.373535
	Iteration 34Q: 3 clusters Score -1.37268e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -13727114.000000 Penalty: 5724.373535
	Iteration 35Q: 3 clusters Score -1.372711e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -13727465.000000 Penalty: 5724.373535
	Iteration 36Q: 3 clusters Score -1.372746e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -13727770.000000 Penalty: 5724.373535
	Iteration 37Q: 3 clusters Score -1.372777e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -13728139.000000 Penalty: 5724.373535
	Iteration 38Q: 3 clusters Score -1.372814e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -13728358.000000 Penalty: 5724.373535
	Iteration 39Q: 3 clusters Score -1.372836e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -13728655.000000 Penalty: 5724.373535
	Iteration 40F: 3 clusters Score -1.372866e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -13728966.000000 Penalty: 5724.373535
	Iteration 41Q: 3 clusters Score -1.372897e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -13729148.000000 Penalty: 5724.373535
	Iteration 42Q: 3 clusters Score -1.372915e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -13729309.000000 Penalty: 5724.373535
	Iteration 43Q: 3 clusters Score -1.372931e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -13729466.000000 Penalty: 5724.373535
	Iteration 44Q: 3 clusters Score -1.372947e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -13729623.000000 Penalty: 5724.373535
	Iteration 45Q: 3 clusters Score -1.372962e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -13729773.000000 Penalty: 5724.373535
	Iteration 46Q: 3 clusters Score -1.372977e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -13729890.000000 Penalty: 5724.373535
	Iteration 47Q: 3 clusters Score -1.372989e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13729977.000000 Penalty: 5724.373535
	Iteration 48Q: 3 clusters Score -1.372998e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -13730071.000000 Penalty: 5724.373535
	Iteration 49Q: 3 clusters Score -1.373007e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -13730161.000000 Penalty: 5724.373535
	Iteration 50Q: 3 clusters Score -1.373016e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -13730203.000000 Penalty: 5724.373535
	Iteration 51Q: 3 clusters Score -1.37302e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -13730236.000000 Penalty: 5724.373535
	Iteration 52Q: 3 clusters Score -1.373024e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -13730293.000000 Penalty: 5724.373535
	Iteration 53Q: 3 clusters Score -1.373029e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -13730352.000000 Penalty: 5724.373535
	Iteration 54Q: 3 clusters Score -1.373035e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -13730402.000000 Penalty: 5724.373535
	Iteration 55Q: 3 clusters Score -1.37304e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -13730402.000000 Penalty: 5724.373535
	Iteration 56Q: 3 clusters Score -1.37304e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -13730421.000000 Penalty: 5724.373535
	Iteration 57Q: 3 clusters Score -1.373042e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -13730475.000000 Penalty: 5724.373535
	Iteration 58Q: 3 clusters Score -1.373048e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -13730488.000000 Penalty: 5724.373535
	Iteration 59Q: 3 clusters Score -1.373049e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -13730513.000000 Penalty: 5724.373535
	Iteration 60F: 3 clusters Score -1.373051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -13730533.000000 Penalty: 5724.373535
	Iteration 61Q: 3 clusters Score -1.373053e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -13730549.000000 Penalty: 5724.373535
	Iteration 62Q: 3 clusters Score -1.373055e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -13730561.000000 Penalty: 5724.373535
	Iteration 63Q: 3 clusters Score -1.373056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -13730574.000000 Penalty: 5724.373535
	Iteration 64Q: 3 clusters Score -1.373057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -13730593.000000 Penalty: 5724.373535
	Iteration 65Q: 3 clusters Score -1.373059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -13730584.000000 Penalty: 5724.373535
	Iteration 66Q: 3 clusters Score -1.373058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -13730570.000000 Penalty: 5724.373535
	Iteration 67Q: 3 clusters Score -1.373057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -13730590.000000 Penalty: 5724.373535
	Iteration 68Q: 3 clusters Score -1.373059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -13730580.000000 Penalty: 5724.373535
	Iteration 69Q: 3 clusters Score -1.373058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -13730569.000000 Penalty: 5724.373535
	Iteration 70Q: 3 clusters Score -1.373057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -13730560.000000 Penalty: 5724.373535
	Iteration 71Q: 3 clusters Score -1.373056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -13730554.000000 Penalty: 5724.373535
	Iteration 72Q: 3 clusters Score -1.373055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -13730571.000000 Penalty: 5724.373535
	Iteration 73Q: 3 clusters Score -1.373057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -13730613.000000 Penalty: 5724.373535
	Iteration 74Q: 3 clusters Score -1.373061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -13730610.000000 Penalty: 5724.373535
	Iteration 75Q: 3 clusters Score -1.373061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -13730612.000000 Penalty: 5724.373535
	Iteration 76Q: 3 clusters Score -1.373061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -13730629.000000 Penalty: 5724.373535
	Iteration 77Q: 3 clusters Score -1.373063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -13730631.000000 Penalty: 5724.373535
	Iteration 78Q: 3 clusters Score -1.373063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -13730636.000000 Penalty: 5724.373535
	Iteration 79Q: 3 clusters Score -1.373064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -13730632.000000 Penalty: 5724.373535
	Iteration 80F: 3 clusters Score -1.373063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -13730659.000000 Penalty: 5724.373535
	Iteration 81Q: 3 clusters Score -1.373066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -13730658.000000 Penalty: 5724.373535
	Iteration 82Q: 3 clusters Score -1.373066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -13730664.000000 Penalty: 5724.373535
	Iteration 83Q: 3 clusters Score -1.373066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -13730672.000000 Penalty: 5724.373535
	Iteration 84Q: 3 clusters Score -1.373067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -13730669.000000 Penalty: 5724.373535
	Iteration 85Q: 3 clusters Score -1.373067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -13730680.000000 Penalty: 5724.373535
	Iteration 86Q: 3 clusters Score -1.373068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -13730683.000000 Penalty: 5724.373535
	Iteration 87Q: 3 clusters Score -1.373068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -13730693.000000 Penalty: 5724.373535
	Iteration 88Q: 3 clusters Score -1.373069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -13730691.000000 Penalty: 5724.373535
	Iteration 89Q: 3 clusters Score -1.373069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -13730694.000000 Penalty: 5724.373535
	Iteration 90Q: 3 clusters Score -1.373069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -13730694.000000 Penalty: 5724.373535
	Iteration 91Q: 3 clusters Score -1.373069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -13730693.000000 Penalty: 5724.373535
	Iteration 92Q: 3 clusters Score -1.373069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -13730693.000000 Penalty: 5724.373535
	Iteration 93F: 3 clusters Score -1.373069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -504208.687500 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -504208.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -500307.531250 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -500307.5 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -501268.312500 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -501268.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -501581.781250 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -501581.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -501814.093750 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -501814.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -502000.468750 Penalty: 4122.331543
	Iteration 4F: 3 clusters Score -502000.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -502165.531250 Penalty: 4122.331543
	Iteration 5Q: 3 clusters Score -502165.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -502332.187500 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -502332.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -502476.500000 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -502476.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -502602.218750 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -502602.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -502697.218750 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -502697.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -502792.500000 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -502792.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -502882.750000 Penalty: 4122.331543
	Iteration 11Q: 3 clusters Score -502882.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -502971.625000 Penalty: 4122.331543
	Iteration 12Q: 3 clusters Score -502971.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -503066.218750 Penalty: 4122.331543
	Iteration 13Q: 3 clusters Score -503066.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503121.343750 Penalty: 4122.331543
	Iteration 14Q: 3 clusters Score -503121.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -503148.531250 Penalty: 4122.331543
	Iteration 15Q: 3 clusters Score -503148.5 nChanged 33
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: -503163.718750 Penalty: 4122.331543
	Iteration 16Q: 3 clusters Score -503163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -503169.375000 Penalty: 4122.331543
	Iteration 17Q: 3 clusters Score -503169.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -503176.062500 Penalty: 4122.331543
	Iteration 18Q: 3 clusters Score -503176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -503184.843750 Penalty: 4122.331543
	Iteration 19Q: 3 clusters Score -503184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -503195.000000 Penalty: 4122.331543
	Iteration 20F: 3 clusters Score -503195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -503201.437500 Penalty: 4122.331543
	Iteration 21Q: 3 clusters Score -503201.4 nChanged 5
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: -503202.406250 Penalty: 4122.331543
	Iteration 22Q: 3 clusters Score -503202.4 nChanged 2
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: -503204.875000 Penalty: 4122.331543
	Iteration 23Q: 3 clusters Score -503204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -503206.406250 Penalty: 4122.331543
	Iteration 24Q: 3 clusters Score -503206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -503207.625000 Penalty: 4122.331543
	Iteration 25Q: 3 clusters Score -503207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -503209.468750 Penalty: 4122.331543
	Iteration 26Q: 3 clusters Score -503209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -503210.781250 Penalty: 4122.331543
	Iteration 27Q: 3 clusters Score -503210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -503213.156250 Penalty: 4122.331543
	Iteration 28Q: 3 clusters Score -503213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -503214.781250 Penalty: 4122.331543
	Iteration 29Q: 3 clusters Score -503214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -503214.812500 Penalty: 4122.331543
	Iteration 30Q: 3 clusters Score -503214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -503215.937500 Penalty: 4122.331543
	Iteration 31Q: 3 clusters Score -503215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -503216.406250 Penalty: 4122.331543
	Iteration 32Q: 3 clusters Score -503216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -503217.406250 Penalty: 4122.331543
	Iteration 33Q: 3 clusters Score -503217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -503216.718750 Penalty: 4122.331543
	Iteration 34Q: 3 clusters Score -503216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -503216.593750 Penalty: 4122.331543
	Iteration 35Q: 3 clusters Score -503216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -503216.593750 Penalty: 4122.331543
	Iteration 36F: 3 clusters Score -503216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Entering Unmasked Estep 
Score: -1025724.750000 Penalty: 2221.845703
	Iteration 0F: 2 clusters Score -1025725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1019474.125000 Penalty: 4443.691406
	Iteration 0F: 3 clusters Score -1019474 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1021178.812500 Penalty: 4443.691406
	Iteration 1F: 3 clusters Score -1021179 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1021484.437500 Penalty: 4443.691406
	Iteration 2F: 3 clusters Score -1021484 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1021724.812500 Penalty: 4443.691406
	Iteration 3F: 3 clusters Score -1021725 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1021939.812500 Penalty: 4443.691406
	Iteration 4Q: 3 clusters Score -1021940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1022129.312500 Penalty: 4443.691406
	Iteration 5Q: 3 clusters Score -1022129 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1022327.375000 Penalty: 4443.691406
	Iteration 6Q: 3 clusters Score -1022327 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1022542.500000 Penalty: 4443.691406
	Iteration 7Q: 3 clusters Score -1022542 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1022771.375000 Penalty: 4443.691406
	Iteration 8Q: 3 clusters Score -1022771 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1022985.500000 Penalty: 4443.691406
	Iteration 9Q: 3 clusters Score -1022986 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1023210.250000 Penalty: 4443.691406
	Iteration 10Q: 3 clusters Score -1023210 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1023399.312500 Penalty: 4443.691406
	Iteration 11Q: 3 clusters Score -1023399 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1023537.000000 Penalty: 4443.691406
	Iteration 12Q: 3 clusters Score -1023537 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1023613.125000 Penalty: 4443.691406
	Iteration 13Q: 3 clusters Score -1023613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1023659.250000 Penalty: 4443.691406
	Iteration 14Q: 3 clusters Score -1023659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1023687.500000 Penalty: 4443.691406
	Iteration 15Q: 3 clusters Score -1023688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1023717.250000 Penalty: 4443.691406
	Iteration 16Q: 3 clusters Score -1023717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1023744.250000 Penalty: 4443.691406
	Iteration 17Q: 3 clusters Score -1023744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1023763.750000 Penalty: 4443.691406
	Iteration 18Q: 3 clusters Score -1023764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1023776.062500 Penalty: 4443.691406
	Iteration 19Q: 3 clusters Score -1023776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1023783.750000 Penalty: 4443.691406
	Iteration 20F: 3 clusters Score -1023784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1023793.937500 Penalty: 4443.691406
	Iteration 21Q: 3 clusters Score -1023794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1023799.187500 Penalty: 4443.691406
	Iteration 22Q: 3 clusters Score -1023799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1023807.000000 Penalty: 4443.691406
	Iteration 23Q: 3 clusters Score -1023807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1023809.312500 Penalty: 4443.691406
	Iteration 24Q: 3 clusters Score -1023809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1023811.187500 Penalty: 4443.691406
	Iteration 25Q: 3 clusters Score -1023811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1023816.000000 Penalty: 4443.691406
	Iteration 26Q: 3 clusters Score -1023816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1023817.562500 Penalty: 4443.691406
	Iteration 27Q: 3 clusters Score -1023818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1023818.312500 Penalty: 4443.691406
	Iteration 28Q: 3 clusters Score -1023818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1023818.312500 Penalty: 4443.691406
	Iteration 29F: 3 clusters Score -1023818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Entering Unmasked Estep 
Score: -2361044.750000 Penalty: 2447.947998
	Iteration 0F: 2 clusters Score -2361045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2347353.750000 Penalty: 4895.895996
	Iteration 0F: 3 clusters Score -2347354 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2352309.500000 Penalty: 4895.895996
	Iteration 1F: 3 clusters Score -2352310 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2353010.500000 Penalty: 4895.895996
	Iteration 2F: 3 clusters Score -2353010 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2353695.500000 Penalty: 4895.895996
	Iteration 3F: 3 clusters Score -2353696 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2354459.750000 Penalty: 4895.895996
	Iteration 4F: 3 clusters Score -2354460 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2355249.250000 Penalty: 4895.895996
	Iteration 5F: 3 clusters Score -2355249 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2355943.500000 Penalty: 4895.895996
	Iteration 6F: 3 clusters Score -2355944 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2356551.000000 Penalty: 4895.895996
	Iteration 7F: 3 clusters Score -2356551 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2357093.250000 Penalty: 4895.895996
	Iteration 8Q: 3 clusters Score -2357093 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2357562.000000 Penalty: 4895.895996
	Iteration 9Q: 3 clusters Score -2357562 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2358004.500000 Penalty: 4895.895996
	Iteration 10Q: 3 clusters Score -2358004 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2358436.250000 Penalty: 4895.895996
	Iteration 11Q: 3 clusters Score -2358436 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2358814.500000 Penalty: 4895.895996
	Iteration 12Q: 3 clusters Score -2358814 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2359167.750000 Penalty: 4895.895996
	Iteration 13Q: 3 clusters Score -2359168 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2359420.750000 Penalty: 4895.895996
	Iteration 14Q: 3 clusters Score -2359421 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2359612.750000 Penalty: 4895.895996
	Iteration 15Q: 3 clusters Score -2359613 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2359744.500000 Penalty: 4895.895996
	Iteration 16Q: 3 clusters Score -2359744 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2359863.250000 Penalty: 4895.895996
	Iteration 17Q: 3 clusters Score -2359863 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2359956.750000 Penalty: 4895.895996
	Iteration 18Q: 3 clusters Score -2359957 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2360031.750000 Penalty: 4895.895996
	Iteration 19Q: 3 clusters Score -2360032 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2360109.250000 Penalty: 4895.895996
	Iteration 20F: 3 clusters Score -2360109 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2360184.500000 Penalty: 4895.895996
	Iteration 21Q: 3 clusters Score -2360184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2360248.750000 Penalty: 4895.895996
	Iteration 22Q: 3 clusters Score -2360249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2360333.250000 Penalty: 4895.895996
	Iteration 23Q: 3 clusters Score -2360333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2360397.500000 Penalty: 4895.895996
	Iteration 24Q: 3 clusters Score -2360398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2360440.000000 Penalty: 4895.895996
	Iteration 25Q: 3 clusters Score -2360440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2360460.500000 Penalty: 4895.895996
	Iteration 26Q: 3 clusters Score -2360460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2360472.000000 Penalty: 4895.895996
	Iteration 27Q: 3 clusters Score -2360472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2360479.500000 Penalty: 4895.895996
	Iteration 28Q: 3 clusters Score -2360480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2360480.500000 Penalty: 4895.895996
	Iteration 29Q: 3 clusters Score -2360480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2360480.750000 Penalty: 4895.895996
	Iteration 30Q: 3 clusters Score -2360481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2360485.750000 Penalty: 4895.895996
	Iteration 31Q: 3 clusters Score -2360486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2360489.500000 Penalty: 4895.895996
	Iteration 32Q: 3 clusters Score -2360490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2360488.250000 Penalty: 4895.895996
	Iteration 33Q: 3 clusters Score -2360488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2360491.750000 Penalty: 4895.895996
	Iteration 34Q: 3 clusters Score -2360492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2360494.500000 Penalty: 4895.895996
	Iteration 35Q: 3 clusters Score -2360494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2360496.250000 Penalty: 4895.895996
	Iteration 36Q: 3 clusters Score -2360496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2360495.000000 Penalty: 4895.895996
	Iteration 37Q: 3 clusters Score -2360495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2360495.000000 Penalty: 4895.895996
	Iteration 38F: 3 clusters Score -2360495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -664374.937500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -664374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -659867.750000 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -659867.8 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -660930.187500 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -660930.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -661133.125000 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -661133.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -661267.750000 Penalty: 4233.571289
	Iteration 3Q: 3 clusters Score -661267.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -661347.562500 Penalty: 4233.571289
	Iteration 4Q: 3 clusters Score -661347.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -661413.187500 Penalty: 4233.571289
	Iteration 5Q: 3 clusters Score -661413.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -661469.500000 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -661469.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -661517.437500 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -661517.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -661564.937500 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -661564.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -661602.562500 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -661602.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -661640.437500 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -661640.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -661675.250000 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -661675.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -661707.437500 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -661707.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -661743.812500 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -661743.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -661781.437500 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -661781.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -661815.687500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -661815.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -661850.437500 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -661850.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -661881.750000 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -661881.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -661912.562500 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -661912.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -661948.812500 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -661948.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -661982.812500 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -661982.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -662025.875000 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -662025.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -662064.562500 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -662064.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -662103.437500 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -662103.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -662135.187500 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -662135.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -662162.750000 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -662162.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -662185.125000 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -662185.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -662207.250000 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -662207.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -662220.562500 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -662220.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -662237.625000 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -662237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -662248.375000 Penalty: 4233.571289
	Iteration 30Q: 3 clusters Score -662248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -662260.437500 Penalty: 4233.571289
	Iteration 31Q: 3 clusters Score -662260.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -662266.812500 Penalty: 4233.571289
	Iteration 32Q: 3 clusters Score -662266.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -662277.812500 Penalty: 4233.571289
	Iteration 33Q: 3 clusters Score -662277.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -662289.562500 Penalty: 4233.571289
	Iteration 34Q: 3 clusters Score -662289.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -662299.062500 Penalty: 4233.571289
	Iteration 35Q: 3 clusters Score -662299.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -662305.937500 Penalty: 4233.571289
	Iteration 36Q: 3 clusters Score -662305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -662307.687500 Penalty: 4233.571289
	Iteration 37Q: 3 clusters Score -662307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -662312.687500 Penalty: 4233.571289
	Iteration 38Q: 3 clusters Score -662312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -662319.062500 Penalty: 4233.571289
	Iteration 39Q: 3 clusters Score -662319.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -662329.062500 Penalty: 4233.571289
	Iteration 40F: 3 clusters Score -662329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -662333.062500 Penalty: 4233.571289
	Iteration 41Q: 3 clusters Score -662333.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -662338.875000 Penalty: 4233.571289
	Iteration 42Q: 3 clusters Score -662338.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -662344.000000 Penalty: 4233.571289
	Iteration 43Q: 3 clusters Score -662344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -662345.750000 Penalty: 4233.571289
	Iteration 44Q: 3 clusters Score -662345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -662346.812500 Penalty: 4233.571289
	Iteration 45Q: 3 clusters Score -662346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -662347.312500 Penalty: 4233.571289
	Iteration 46Q: 3 clusters Score -662347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -662349.000000 Penalty: 4233.571289
	Iteration 47Q: 3 clusters Score -662349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -662349.812500 Penalty: 4233.571289
	Iteration 48Q: 3 clusters Score -662349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -662351.562500 Penalty: 4233.571289
	Iteration 49Q: 3 clusters Score -662351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -662351.937500 Penalty: 4233.571289
	Iteration 50Q: 3 clusters Score -662351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -662353.000000 Penalty: 4233.571289
	Iteration 51Q: 3 clusters Score -662353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -662353.125000 Penalty: 4233.571289
	Iteration 52Q: 3 clusters Score -662353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -662353.125000 Penalty: 4233.571289
	Iteration 53F: 3 clusters Score -662353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Entering Unmasked Estep 
Score: -2086132.375000 Penalty: 2399.295166
	Iteration 0F: 2 clusters Score -2086132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2074646.500000 Penalty: 4798.590332
	Iteration 0F: 3 clusters Score -2074646 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2078598.250000 Penalty: 4798.590332
	Iteration 1F: 3 clusters Score -2078598 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2079529.625000 Penalty: 4798.590332
	Iteration 2F: 3 clusters Score -2079530 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2080828.125000 Penalty: 4798.590332
	Iteration 3F: 3 clusters Score -2080828 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2082368.375000 Penalty: 4798.590332
	Iteration 4F: 3 clusters Score -2082368 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2083838.625000 Penalty: 4798.590332
	Iteration 5F: 3 clusters Score -2083839 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2085025.750000 Penalty: 4798.590332
	Iteration 6F: 3 clusters Score -2085026 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2085710.000000 Penalty: 4798.590332
	Iteration 7Q: 3 clusters Score -2085710 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2085985.500000 Penalty: 4798.590332
	Iteration 8Q: 3 clusters Score -2085986 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2086091.125000 Penalty: 4798.590332
	Iteration 9Q: 3 clusters Score -2086091 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2086153.625000 Penalty: 4798.590332
	Iteration 10Q: 3 clusters Score -2086154 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2086195.500000 Penalty: 4798.590332
	Iteration 11Q: 3 clusters Score -2086196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2086230.625000 Penalty: 4798.590332
	Iteration 12Q: 3 clusters Score -2086231 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2086254.125000 Penalty: 4798.590332
	Iteration 13Q: 3 clusters Score -2086254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2086267.125000 Penalty: 4798.590332
	Iteration 14Q: 3 clusters Score -2086267 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2086282.250000 Penalty: 4798.590332
	Iteration 15Q: 3 clusters Score -2086282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2086298.750000 Penalty: 4798.590332
	Iteration 16Q: 3 clusters Score -2086299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2086317.375000 Penalty: 4798.590332
	Iteration 17Q: 3 clusters Score -2086317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2086325.125000 Penalty: 4798.590332
	Iteration 18Q: 3 clusters Score -2086325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2086335.250000 Penalty: 4798.590332
	Iteration 19Q: 3 clusters Score -2086335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2086345.125000 Penalty: 4798.590332
	Iteration 20F: 3 clusters Score -2086345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2086361.000000 Penalty: 4798.590332
	Iteration 21Q: 3 clusters Score -2086361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2086373.250000 Penalty: 4798.590332
	Iteration 22Q: 3 clusters Score -2086373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2086379.625000 Penalty: 4798.590332
	Iteration 23Q: 3 clusters Score -2086380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2086401.875000 Penalty: 4798.590332
	Iteration 24Q: 3 clusters Score -2086402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2086414.250000 Penalty: 4798.590332
	Iteration 25Q: 3 clusters Score -2086414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2086442.625000 Penalty: 4798.590332
	Iteration 26Q: 3 clusters Score -2086443 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2086466.375000 Penalty: 4798.590332
	Iteration 27Q: 3 clusters Score -2086466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2086515.250000 Penalty: 4798.590332
	Iteration 28Q: 3 clusters Score -2086515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2086561.500000 Penalty: 4798.590332
	Iteration 29Q: 3 clusters Score -2086562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2086605.625000 Penalty: 4798.590332
	Iteration 30Q: 3 clusters Score -2086606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2086665.125000 Penalty: 4798.590332
	Iteration 31Q: 3 clusters Score -2086665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2086703.750000 Penalty: 4798.590332
	Iteration 32Q: 3 clusters Score -2086704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2086751.625000 Penalty: 4798.590332
	Iteration 33Q: 3 clusters Score -2086752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2086782.250000 Penalty: 4798.590332
	Iteration 34Q: 3 clusters Score -2086782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2086815.000000 Penalty: 4798.590332
	Iteration 35Q: 3 clusters Score -2086815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2086837.875000 Penalty: 4798.590332
	Iteration 36Q: 3 clusters Score -2086838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2086855.375000 Penalty: 4798.590332
	Iteration 37Q: 3 clusters Score -2086855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2086867.250000 Penalty: 4798.590332
	Iteration 38Q: 3 clusters Score -2086867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2086878.625000 Penalty: 4798.590332
	Iteration 39Q: 3 clusters Score -2086879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2086880.625000 Penalty: 4798.590332
	Iteration 40F: 3 clusters Score -2086881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2086881.750000 Penalty: 4798.590332
	Iteration 41Q: 3 clusters Score -2086882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2086883.500000 Penalty: 4798.590332
	Iteration 42Q: 3 clusters Score -2086884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2086884.625000 Penalty: 4798.590332
	Iteration 43Q: 3 clusters Score -2086885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2086888.500000 Penalty: 4798.590332
	Iteration 44Q: 3 clusters Score -2086888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2086887.250000 Penalty: 4798.590332
	Iteration 45Q: 3 clusters Score -2086887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2086887.375000 Penalty: 4798.590332
	Iteration 46Q: 3 clusters Score -2086887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2086889.250000 Penalty: 4798.590332
	Iteration 47Q: 3 clusters Score -2086889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2086889.375000 Penalty: 4798.590332
	Iteration 48Q: 3 clusters Score -2086889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2086887.875000 Penalty: 4798.590332
	Iteration 49Q: 3 clusters Score -2086888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2086888.500000 Penalty: 4798.590332
	Iteration 50Q: 3 clusters Score -2086888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2086890.125000 Penalty: 4798.590332
	Iteration 51Q: 3 clusters Score -2086890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2086889.750000 Penalty: 4798.590332
	Iteration 52Q: 3 clusters Score -2086890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2086889.375000 Penalty: 4798.590332
	Iteration 53Q: 3 clusters Score -2086889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2086890.500000 Penalty: 4798.590332
	Iteration 54Q: 3 clusters Score -2086890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2086891.750000 Penalty: 4798.590332
	Iteration 55Q: 3 clusters Score -2086892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2086892.875000 Penalty: 4798.590332
	Iteration 56Q: 3 clusters Score -2086893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2086893.250000 Penalty: 4798.590332
	Iteration 57Q: 3 clusters Score -2086893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2086901.625000 Penalty: 4798.590332
	Iteration 58Q: 3 clusters Score -2086902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2086898.125000 Penalty: 4798.590332
	Iteration 59Q: 3 clusters Score -2086898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2086902.000000 Penalty: 4798.590332
	Iteration 60F: 3 clusters Score -2086902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2086899.375000 Penalty: 4798.590332
	Iteration 61Q: 3 clusters Score -2086899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2086904.125000 Penalty: 4798.590332
	Iteration 62Q: 3 clusters Score -2086904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2086904.125000 Penalty: 4798.590332
	Iteration 63F: 3 clusters Score -2086904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 28494 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 131458 members 
Mstep: Class 7 contains 230682 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84207 members 
Mstep: Class 16 contains 150761 members 
Mstep: Class 17 contains 69938 members 
Mstep: Class 18 contains 15423 members 
Mstep: Class 19 contains 102142 members 
Mstep: Class 20 contains 102855 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19356 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 12578 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 42075 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122425 members 
Mstep: Class 30 contains 76886 members 
Mstep: Class 31 contains 17541 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 3330 members 
Entering Unmasked Estep 
Score: -181111184.000000 Penalty: 119358.375000
Splitting cluster 25 changes total score from -181111472.000000 to -181111184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -1760874.750000 Penalty: 2359.433838
	Iteration 0F: 2 clusters Score -1760875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1750897.125000 Penalty: 4718.867676
	Iteration 0F: 3 clusters Score -1750897 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1754368.375000 Penalty: 4718.867676
	Iteration 1F: 3 clusters Score -1754368 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1755052.000000 Penalty: 4718.867676
	Iteration 2F: 3 clusters Score -1755052 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1755785.750000 Penalty: 4718.867676
	Iteration 3F: 3 clusters Score -1755786 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1756590.750000 Penalty: 4718.867676
	Iteration 4F: 3 clusters Score -1756591 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1757725.875000 Penalty: 4718.867676
	Iteration 5F: 3 clusters Score -1757726 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1758873.750000 Penalty: 4718.867676
	Iteration 6F: 3 clusters Score -1758874 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1759750.625000 Penalty: 4718.867676
	Iteration 7F: 3 clusters Score -1759751 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1760366.250000 Penalty: 4718.867676
	Iteration 8Q: 3 clusters Score -1760366 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1760770.750000 Penalty: 4718.867676
	Iteration 9Q: 3 clusters Score -1760771 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1760957.875000 Penalty: 4718.867676
	Iteration 10Q: 3 clusters Score -1760958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1761014.875000 Penalty: 4718.867676
	Iteration 11Q: 3 clusters Score -1761015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1761044.000000 Penalty: 4718.867676
	Iteration 12Q: 3 clusters Score -1761044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1761055.250000 Penalty: 4718.867676
	Iteration 13Q: 3 clusters Score -1761055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1761060.250000 Penalty: 4718.867676
	Iteration 14Q: 3 clusters Score -1761060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1761066.125000 Penalty: 4718.867676
	Iteration 15Q: 3 clusters Score -1761066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1761069.625000 Penalty: 4718.867676
	Iteration 16Q: 3 clusters Score -1761070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1761071.625000 Penalty: 4718.867676
	Iteration 17Q: 3 clusters Score -1761072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1761068.250000 Penalty: 4718.867676
	Iteration 18Q: 3 clusters Score -1761068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1761070.500000 Penalty: 4718.867676
	Iteration 19Q: 3 clusters Score -1761070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1761068.000000 Penalty: 4718.867676
	Iteration 20F: 3 clusters Score -1761068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1761070.000000 Penalty: 4718.867676
	Iteration 21Q: 3 clusters Score -1761070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1761071.375000 Penalty: 4718.867676
	Iteration 22Q: 3 clusters Score -1761071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1761073.125000 Penalty: 4718.867676
	Iteration 23Q: 3 clusters Score -1761073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1761073.750000 Penalty: 4718.867676
	Iteration 24Q: 3 clusters Score -1761074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1761073.750000 Penalty: 4718.867676
	Iteration 25F: 3 clusters Score -1761074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 28494 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 131458 members 
Mstep: Class 7 contains 230682 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84207 members 
Mstep: Class 16 contains 150761 members 
Mstep: Class 17 contains 69938 members 
Mstep: Class 18 contains 15423 members 
Mstep: Class 19 contains 102142 members 
Mstep: Class 20 contains 102855 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19356 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 15908 members 
Mstep: Class 26 contains 4405 members 
Mstep: Class 27 contains 42075 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122425 members 
Mstep: Class 30 contains 76886 members 
Mstep: Class 31 contains 17541 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 9141 members 
Entering Unmasked Estep 
Score: -181110016.000000 Penalty: 119358.375000
Splitting cluster 26 changes total score from -181111472.000000 to -181110016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -5697876.000000 Penalty: 2640.507812
	Iteration 0F: 2 clusters Score -5697876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5669316.000000 Penalty: 5281.015625
	Iteration 0F: 3 clusters Score -5669316 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5679876.000000 Penalty: 5281.015625
	Iteration 1F: 3 clusters Score -5679876 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5680450.500000 Penalty: 5281.015625
	Iteration 2Q: 3 clusters Score -5680450 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5680976.000000 Penalty: 5281.015625
	Iteration 3Q: 3 clusters Score -5680976 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5681584.000000 Penalty: 5281.015625
	Iteration 4Q: 3 clusters Score -5681584 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5682173.500000 Penalty: 5281.015625
	Iteration 5Q: 3 clusters Score -5682174 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5682792.500000 Penalty: 5281.015625
	Iteration 6Q: 3 clusters Score -5682792 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5683433.000000 Penalty: 5281.015625
	Iteration 7Q: 3 clusters Score -5683433 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5684200.500000 Penalty: 5281.015625
	Iteration 8Q: 3 clusters Score -5684200 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5685184.000000 Penalty: 5281.015625
	Iteration 9Q: 3 clusters Score -5685184 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5686429.500000 Penalty: 5281.015625
	Iteration 10Q: 3 clusters Score -5686430 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5687910.000000 Penalty: 5281.015625
	Iteration 11Q: 3 clusters Score -5687910 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5689361.000000 Penalty: 5281.015625
	Iteration 12Q: 3 clusters Score -5689361 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5690459.500000 Penalty: 5281.015625
	Iteration 13Q: 3 clusters Score -5690460 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -5691227.500000 Penalty: 5281.015625
	Iteration 14Q: 3 clusters Score -5691228 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5691761.500000 Penalty: 5281.015625
	Iteration 15Q: 3 clusters Score -5691762 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -5692186.000000 Penalty: 5281.015625
	Iteration 16Q: 3 clusters Score -5692186 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -5692517.500000 Penalty: 5281.015625
	Iteration 17Q: 3 clusters Score -5692518 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5692745.500000 Penalty: 5281.015625
	Iteration 18Q: 3 clusters Score -5692746 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5692930.500000 Penalty: 5281.015625
	Iteration 19Q: 3 clusters Score -5692930 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5693150.000000 Penalty: 5281.015625
	Iteration 20F: 3 clusters Score -5693150 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5693330.000000 Penalty: 5281.015625
	Iteration 21Q: 3 clusters Score -5693330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5693475.000000 Penalty: 5281.015625
	Iteration 22Q: 3 clusters Score -5693475 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -5693614.000000 Penalty: 5281.015625
	Iteration 23Q: 3 clusters Score -5693614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5693734.000000 Penalty: 5281.015625
	Iteration 24Q: 3 clusters Score -5693734 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5693858.500000 Penalty: 5281.015625
	Iteration 25Q: 3 clusters Score -5693858 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5693953.000000 Penalty: 5281.015625
	Iteration 26Q: 3 clusters Score -5693953 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5694068.500000 Penalty: 5281.015625
	Iteration 27Q: 3 clusters Score -5694068 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5694172.000000 Penalty: 5281.015625
	Iteration 28Q: 3 clusters Score -5694172 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5694297.500000 Penalty: 5281.015625
	Iteration 29Q: 3 clusters Score -5694298 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5694414.500000 Penalty: 5281.015625
	Iteration 30Q: 3 clusters Score -5694414 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5694511.500000 Penalty: 5281.015625
	Iteration 31Q: 3 clusters Score -5694512 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5694621.000000 Penalty: 5281.015625
	Iteration 32Q: 3 clusters Score -5694621 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5694724.500000 Penalty: 5281.015625
	Iteration 33Q: 3 clusters Score -5694724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5694826.000000 Penalty: 5281.015625
	Iteration 34Q: 3 clusters Score -5694826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5694897.500000 Penalty: 5281.015625
	Iteration 35Q: 3 clusters Score -5694898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5694950.500000 Penalty: 5281.015625
	Iteration 36Q: 3 clusters Score -5694950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5695041.000000 Penalty: 5281.015625
	Iteration 37Q: 3 clusters Score -5695041 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5695106.500000 Penalty: 5281.015625
	Iteration 38Q: 3 clusters Score -5695106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5695171.500000 Penalty: 5281.015625
	Iteration 39Q: 3 clusters Score -5695172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5695229.500000 Penalty: 5281.015625
	Iteration 40F: 3 clusters Score -5695230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5695281.500000 Penalty: 5281.015625
	Iteration 41Q: 3 clusters Score -5695282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5695315.500000 Penalty: 5281.015625
	Iteration 42Q: 3 clusters Score -5695316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -5695338.500000 Penalty: 5281.015625
	Iteration 43Q: 3 clusters Score -5695338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5695363.000000 Penalty: 5281.015625
	Iteration 44Q: 3 clusters Score -5695363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5695385.500000 Penalty: 5281.015625
	Iteration 45Q: 3 clusters Score -5695386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5695398.000000 Penalty: 5281.015625
	Iteration 46Q: 3 clusters Score -5695398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5695416.000000 Penalty: 5281.015625
	Iteration 47Q: 3 clusters Score -5695416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5695434.000000 Penalty: 5281.015625
	Iteration 48Q: 3 clusters Score -5695434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5695455.000000 Penalty: 5281.015625
	Iteration 49Q: 3 clusters Score -5695455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5695479.500000 Penalty: 5281.015625
	Iteration 50Q: 3 clusters Score -5695480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5695496.500000 Penalty: 5281.015625
	Iteration 51Q: 3 clusters Score -5695496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5695503.500000 Penalty: 5281.015625
	Iteration 52Q: 3 clusters Score -5695504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5695522.000000 Penalty: 5281.015625
	Iteration 53Q: 3 clusters Score -5695522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5695533.500000 Penalty: 5281.015625
	Iteration 54Q: 3 clusters Score -5695534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5695539.500000 Penalty: 5281.015625
	Iteration 55Q: 3 clusters Score -5695540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5695544.500000 Penalty: 5281.015625
	Iteration 56Q: 3 clusters Score -5695544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -5695554.000000 Penalty: 5281.015625
	Iteration 57Q: 3 clusters Score -5695554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5695546.000000 Penalty: 5281.015625
	Iteration 58Q: 3 clusters Score -5695546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5695545.500000 Penalty: 5281.015625
	Iteration 59Q: 3 clusters Score -5695546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5695563.500000 Penalty: 5281.015625
	Iteration 60F: 3 clusters Score -5695564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5695582.500000 Penalty: 5281.015625
	Iteration 61Q: 3 clusters Score -5695582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5695584.000000 Penalty: 5281.015625
	Iteration 62Q: 3 clusters Score -5695584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5695593.500000 Penalty: 5281.015625
	Iteration 63Q: 3 clusters Score -5695594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5695585.000000 Penalty: 5281.015625
	Iteration 64Q: 3 clusters Score -5695585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5695586.500000 Penalty: 5281.015625
	Iteration 65Q: 3 clusters Score -5695586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5695588.000000 Penalty: 5281.015625
	Iteration 66Q: 3 clusters Score -5695588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5695587.000000 Penalty: 5281.015625
	Iteration 67Q: 3 clusters Score -5695587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -5695587.000000 Penalty: 5281.015625
	Iteration 68Q: 3 clusters Score -5695587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5695595.000000 Penalty: 5281.015625
	Iteration 69Q: 3 clusters Score -5695595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -5695604.500000 Penalty: 5281.015625
	Iteration 70Q: 3 clusters Score -5695604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5695609.500000 Penalty: 5281.015625
	Iteration 71Q: 3 clusters Score -5695610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5695610.000000 Penalty: 5281.015625
	Iteration 72Q: 3 clusters Score -5695610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -5695611.000000 Penalty: 5281.015625
	Iteration 73Q: 3 clusters Score -5695611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5695613.000000 Penalty: 5281.015625
	Iteration 74Q: 3 clusters Score -5695613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5695614.500000 Penalty: 5281.015625
	Iteration 75Q: 3 clusters Score -5695614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5695612.500000 Penalty: 5281.015625
	Iteration 76Q: 3 clusters Score -5695612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5695609.500000 Penalty: 5281.015625
	Iteration 77Q: 3 clusters Score -5695610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5695607.500000 Penalty: 5281.015625
	Iteration 78Q: 3 clusters Score -5695608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5695607.500000 Penalty: 5281.015625
	Iteration 79F: 3 clusters Score -5695608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1188651.250000 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -1188651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1181717.750000 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -1181718 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1183649.000000 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -1183649 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1184033.375000 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -1184033 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1184289.375000 Penalty: 4509.132812
	Iteration 3F: 3 clusters Score -1184289 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1184493.125000 Penalty: 4509.132812
	Iteration 4Q: 3 clusters Score -1184493 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1184648.750000 Penalty: 4509.132812
	Iteration 5Q: 3 clusters Score -1184649 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1184767.875000 Penalty: 4509.132812
	Iteration 6Q: 3 clusters Score -1184768 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1184854.250000 Penalty: 4509.132812
	Iteration 7Q: 3 clusters Score -1184854 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1184940.125000 Penalty: 4509.132812
	Iteration 8Q: 3 clusters Score -1184940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1185016.125000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -1185016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1185082.750000 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -1185083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1185135.000000 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -1185135 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1185187.875000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -1185188 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1185236.250000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -1185236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1185279.750000 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -1185280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1185333.375000 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -1185333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1185381.250000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -1185381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1185429.375000 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -1185429 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1185489.125000 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -1185489 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1185570.375000 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -1185570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1185666.125000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -1185666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1185754.750000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -1185755 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1185823.750000 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -1185824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1185887.375000 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -1185887 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1185938.250000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -1185938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1185972.875000 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -1185973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1185999.375000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -1185999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1186022.500000 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -1186022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1186039.750000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -1186040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1186053.625000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -1186054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1186068.750000 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -1186069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1186080.750000 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -1186081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1186094.250000 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -1186094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1186105.625000 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -1186106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1186112.000000 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -1186112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1186121.875000 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -1186122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1186128.250000 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -1186128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1186134.250000 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -1186134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1186138.000000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -1186138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1186144.125000 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -1186144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1186150.000000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -1186150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1186151.750000 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -1186152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1186159.375000 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -1186159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1186162.125000 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -1186162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1186167.250000 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -1186167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1186177.125000 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -1186177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1186181.875000 Penalty: 4509.132812
	Iteration 46Q: 3 clusters Score -1186182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1186185.750000 Penalty: 4509.132812
	Iteration 47Q: 3 clusters Score -1186186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1186191.875000 Penalty: 4509.132812
	Iteration 48Q: 3 clusters Score -1186192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1186201.375000 Penalty: 4509.132812
	Iteration 49Q: 3 clusters Score -1186201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1186212.250000 Penalty: 4509.132812
	Iteration 50Q: 3 clusters Score -1186212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1186220.250000 Penalty: 4509.132812
	Iteration 51Q: 3 clusters Score -1186220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1186229.625000 Penalty: 4509.132812
	Iteration 52Q: 3 clusters Score -1186230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1186235.875000 Penalty: 4509.132812
	Iteration 53Q: 3 clusters Score -1186236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1186248.875000 Penalty: 4509.132812
	Iteration 54Q: 3 clusters Score -1186249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1186253.125000 Penalty: 4509.132812
	Iteration 55Q: 3 clusters Score -1186253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1186258.375000 Penalty: 4509.132812
	Iteration 56Q: 3 clusters Score -1186258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1186263.750000 Penalty: 4509.132812
	Iteration 57Q: 3 clusters Score -1186264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1186271.625000 Penalty: 4509.132812
	Iteration 58Q: 3 clusters Score -1186272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1186277.875000 Penalty: 4509.132812
	Iteration 59Q: 3 clusters Score -1186278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1186287.750000 Penalty: 4509.132812
	Iteration 60F: 3 clusters Score -1186288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1186293.000000 Penalty: 4509.132812
	Iteration 61Q: 3 clusters Score -1186293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1186301.375000 Penalty: 4509.132812
	Iteration 62Q: 3 clusters Score -1186301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1186312.125000 Penalty: 4509.132812
	Iteration 63Q: 3 clusters Score -1186312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1186318.875000 Penalty: 4509.132812
	Iteration 64Q: 3 clusters Score -1186319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1186326.625000 Penalty: 4509.132812
	Iteration 65Q: 3 clusters Score -1186327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1186335.625000 Penalty: 4509.132812
	Iteration 66Q: 3 clusters Score -1186336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1186348.500000 Penalty: 4509.132812
	Iteration 67Q: 3 clusters Score -1186348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1186359.500000 Penalty: 4509.132812
	Iteration 68Q: 3 clusters Score -1186360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1186371.750000 Penalty: 4509.132812
	Iteration 69Q: 3 clusters Score -1186372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1186393.125000 Penalty: 4509.132812
	Iteration 70Q: 3 clusters Score -1186393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1186404.250000 Penalty: 4509.132812
	Iteration 71Q: 3 clusters Score -1186404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1186423.875000 Penalty: 4509.132812
	Iteration 72Q: 3 clusters Score -1186424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1186433.250000 Penalty: 4509.132812
	Iteration 73Q: 3 clusters Score -1186433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1186447.750000 Penalty: 4509.132812
	Iteration 74Q: 3 clusters Score -1186448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1186468.500000 Penalty: 4509.132812
	Iteration 75Q: 3 clusters Score -1186468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1186483.375000 Penalty: 4509.132812
	Iteration 76Q: 3 clusters Score -1186483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1186498.875000 Penalty: 4509.132812
	Iteration 77Q: 3 clusters Score -1186499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1186509.875000 Penalty: 4509.132812
	Iteration 78Q: 3 clusters Score -1186510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1186525.875000 Penalty: 4509.132812
	Iteration 79Q: 3 clusters Score -1186526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1186532.500000 Penalty: 4509.132812
	Iteration 80F: 3 clusters Score -1186532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1186537.750000 Penalty: 4509.132812
	Iteration 81Q: 3 clusters Score -1186538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1186542.125000 Penalty: 4509.132812
	Iteration 82Q: 3 clusters Score -1186542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1186542.000000 Penalty: 4509.132812
	Iteration 83Q: 3 clusters Score -1186542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1186546.750000 Penalty: 4509.132812
	Iteration 84Q: 3 clusters Score -1186547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1186551.625000 Penalty: 4509.132812
	Iteration 85Q: 3 clusters Score -1186552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1186554.375000 Penalty: 4509.132812
	Iteration 86Q: 3 clusters Score -1186554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1186557.000000 Penalty: 4509.132812
	Iteration 87Q: 3 clusters Score -1186557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1186556.625000 Penalty: 4509.132812
	Iteration 88Q: 3 clusters Score -1186557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1186559.125000 Penalty: 4509.132812
	Iteration 89Q: 3 clusters Score -1186559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1186560.250000 Penalty: 4509.132812
	Iteration 90Q: 3 clusters Score -1186560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1186560.000000 Penalty: 4509.132812
	Iteration 91Q: 3 clusters Score -1186560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1186561.875000 Penalty: 4509.132812
	Iteration 92Q: 3 clusters Score -1186562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1186564.250000 Penalty: 4509.132812
	Iteration 93Q: 3 clusters Score -1186564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1186563.500000 Penalty: 4509.132812
	Iteration 94Q: 3 clusters Score -1186564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1186563.750000 Penalty: 4509.132812
	Iteration 95Q: 3 clusters Score -1186564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1186564.750000 Penalty: 4509.132812
	Iteration 96Q: 3 clusters Score -1186565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1186563.125000 Penalty: 4509.132812
	Iteration 97Q: 3 clusters Score -1186563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1186562.125000 Penalty: 4509.132812
	Iteration 98Q: 3 clusters Score -1186562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1186565.500000 Penalty: 4509.132812
	Iteration 99Q: 3 clusters Score -1186566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1186572.000000 Penalty: 4509.132812
	Iteration 100F: 3 clusters Score -1186572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1186576.500000 Penalty: 4509.132812
	Iteration 101Q: 3 clusters Score -1186576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1186577.500000 Penalty: 4509.132812
	Iteration 102Q: 3 clusters Score -1186578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1186581.000000 Penalty: 4509.132812
	Iteration 103Q: 3 clusters Score -1186581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1186586.500000 Penalty: 4509.132812
	Iteration 104Q: 3 clusters Score -1186586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1186587.000000 Penalty: 4509.132812
	Iteration 105Q: 3 clusters Score -1186587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1186589.750000 Penalty: 4509.132812
	Iteration 106Q: 3 clusters Score -1186590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1186589.375000 Penalty: 4509.132812
	Iteration 107Q: 3 clusters Score -1186589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1186593.000000 Penalty: 4509.132812
	Iteration 108Q: 3 clusters Score -1186593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1186593.750000 Penalty: 4509.132812
	Iteration 109Q: 3 clusters Score -1186594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1186594.875000 Penalty: 4509.132812
	Iteration 110Q: 3 clusters Score -1186595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1186593.625000 Penalty: 4509.132812
	Iteration 111Q: 3 clusters Score -1186594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1186593.625000 Penalty: 4509.132812
	Iteration 112Q: 3 clusters Score -1186594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1186593.625000 Penalty: 4509.132812
	Iteration 113F: 3 clusters Score -1186594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (122425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Entering Unmasked Estep 
Score: -15258882.000000 Penalty: 2905.383057
	Iteration 0F: 2 clusters Score -1.525888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -15177136.000000 Penalty: 5810.766113
	Iteration 0F: 3 clusters Score -1.517714e+07 nChanged 58319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -15210518.000000 Penalty: 5810.766113
	Iteration 1F: 3 clusters Score -1.521052e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -15211589.000000 Penalty: 5810.766113
	Iteration 2Q: 3 clusters Score -1.521159e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -15212811.000000 Penalty: 5810.766113
	Iteration 3Q: 3 clusters Score -1.521281e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -15214449.000000 Penalty: 5810.766113
	Iteration 4Q: 3 clusters Score -1.521445e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -15216408.000000 Penalty: 5810.766113
	Iteration 5Q: 3 clusters Score -1.521641e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -15218554.000000 Penalty: 5810.766113
	Iteration 6Q: 3 clusters Score -1.521855e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -15220861.000000 Penalty: 5810.766113
	Iteration 7Q: 3 clusters Score -1.522086e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -15223204.000000 Penalty: 5810.766113
	Iteration 8Q: 3 clusters Score -1.52232e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -15225443.000000 Penalty: 5810.766113
	Iteration 9Q: 3 clusters Score -1.522544e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -15227688.000000 Penalty: 5810.766113
	Iteration 10Q: 3 clusters Score -1.522769e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -15230108.000000 Penalty: 5810.766113
	Iteration 11Q: 3 clusters Score -1.523011e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -15232488.000000 Penalty: 5810.766113
	Iteration 12Q: 3 clusters Score -1.523249e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -15235060.000000 Penalty: 5810.766113
	Iteration 13Q: 3 clusters Score -1.523506e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -15237165.000000 Penalty: 5810.766113
	Iteration 14Q: 3 clusters Score -1.523716e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -15238865.000000 Penalty: 5810.766113
	Iteration 15Q: 3 clusters Score -1.523886e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -15240245.000000 Penalty: 5810.766113
	Iteration 16Q: 3 clusters Score -1.524024e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -15241299.000000 Penalty: 5810.766113
	Iteration 17Q: 3 clusters Score -1.52413e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -15242354.000000 Penalty: 5810.766113
	Iteration 18Q: 3 clusters Score -1.524235e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -15243302.000000 Penalty: 5810.766113
	Iteration 19Q: 3 clusters Score -1.52433e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -15244173.000000 Penalty: 5810.766113
	Iteration 20F: 3 clusters Score -1.524417e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -15245249.000000 Penalty: 5810.766113
	Iteration 21Q: 3 clusters Score -1.524525e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -15246501.000000 Penalty: 5810.766113
	Iteration 22Q: 3 clusters Score -1.52465e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -15247790.000000 Penalty: 5810.766113
	Iteration 23Q: 3 clusters Score -1.524779e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109807 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -15249336.000000 Penalty: 5810.766113
	Iteration 24Q: 3 clusters Score -1.524934e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -15250917.000000 Penalty: 5810.766113
	Iteration 25Q: 3 clusters Score -1.525092e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -15252393.000000 Penalty: 5810.766113
	Iteration 26Q: 3 clusters Score -1.525239e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -15253638.000000 Penalty: 5810.766113
	Iteration 27Q: 3 clusters Score -1.525364e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -15254560.000000 Penalty: 5810.766113
	Iteration 28Q: 3 clusters Score -1.525456e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119049 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -15255123.000000 Penalty: 5810.766113
	Iteration 29Q: 3 clusters Score -1.525512e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15255472.000000 Penalty: 5810.766113
	Iteration 30Q: 3 clusters Score -1.525547e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15255789.000000 Penalty: 5810.766113
	Iteration 31Q: 3 clusters Score -1.525579e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120610 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15255975.000000 Penalty: 5810.766113
	Iteration 32Q: 3 clusters Score -1.525598e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15256084.000000 Penalty: 5810.766113
	Iteration 33Q: 3 clusters Score -1.525608e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121001 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15256149.000000 Penalty: 5810.766113
	Iteration 34Q: 3 clusters Score -1.525615e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -15256220.000000 Penalty: 5810.766113
	Iteration 35Q: 3 clusters Score -1.525622e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15256279.000000 Penalty: 5810.766113
	Iteration 36Q: 3 clusters Score -1.525628e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15256336.000000 Penalty: 5810.766113
	Iteration 37Q: 3 clusters Score -1.525634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15256366.000000 Penalty: 5810.766113
	Iteration 38Q: 3 clusters Score -1.525637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15256394.000000 Penalty: 5810.766113
	Iteration 39Q: 3 clusters Score -1.525639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15256426.000000 Penalty: 5810.766113
	Iteration 40F: 3 clusters Score -1.525643e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15256460.000000 Penalty: 5810.766113
	Iteration 41Q: 3 clusters Score -1.525646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121442 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15256472.000000 Penalty: 5810.766113
	Iteration 42Q: 3 clusters Score -1.525647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15256488.000000 Penalty: 5810.766113
	Iteration 43Q: 3 clusters Score -1.525649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15256504.000000 Penalty: 5810.766113
	Iteration 44Q: 3 clusters Score -1.52565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121497 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15256498.000000 Penalty: 5810.766113
	Iteration 45Q: 3 clusters Score -1.52565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -15256528.000000 Penalty: 5810.766113
	Iteration 46Q: 3 clusters Score -1.525653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15256544.000000 Penalty: 5810.766113
	Iteration 47Q: 3 clusters Score -1.525654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121554 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -15256563.000000 Penalty: 5810.766113
	Iteration 48Q: 3 clusters Score -1.525656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121570 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15256577.000000 Penalty: 5810.766113
	Iteration 49Q: 3 clusters Score -1.525658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15256577.000000 Penalty: 5810.766113
	Iteration 50Q: 3 clusters Score -1.525658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121599 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15256571.000000 Penalty: 5810.766113
	Iteration 51Q: 3 clusters Score -1.525657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15256571.000000 Penalty: 5810.766113
	Iteration 52Q: 3 clusters Score -1.525657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15256589.000000 Penalty: 5810.766113
	Iteration 53Q: 3 clusters Score -1.525659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15256599.000000 Penalty: 5810.766113
	Iteration 54Q: 3 clusters Score -1.52566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15256598.000000 Penalty: 5810.766113
	Iteration 55Q: 3 clusters Score -1.52566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121614 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15256599.000000 Penalty: 5810.766113
	Iteration 56Q: 3 clusters Score -1.52566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15256588.000000 Penalty: 5810.766113
	Iteration 57Q: 3 clusters Score -1.525659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15256605.000000 Penalty: 5810.766113
	Iteration 58Q: 3 clusters Score -1.52566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15256607.000000 Penalty: 5810.766113
	Iteration 59Q: 3 clusters Score -1.525661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15256607.000000 Penalty: 5810.766113
	Iteration 60F: 3 clusters Score -1.525661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Entering Unmasked Estep 
Score: -10317609.000000 Penalty: 2790.019531
	Iteration 0F: 2 clusters Score -1.031761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -10266124.000000 Penalty: 5580.039062
	Iteration 0F: 3 clusters Score -1.026612e+07 nChanged 36225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -10286508.000000 Penalty: 5580.039062
	Iteration 1F: 3 clusters Score -1.028651e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -10287029.000000 Penalty: 5580.039062
	Iteration 2Q: 3 clusters Score -1.028703e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -10287609.000000 Penalty: 5580.039062
	Iteration 3Q: 3 clusters Score -1.028761e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -10288010.000000 Penalty: 5580.039062
	Iteration 4Q: 3 clusters Score -1.028801e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -10288447.000000 Penalty: 5580.039062
	Iteration 5Q: 3 clusters Score -1.028845e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -10288938.000000 Penalty: 5580.039062
	Iteration 6Q: 3 clusters Score -1.028894e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10289530.000000 Penalty: 5580.039062
	Iteration 7Q: 3 clusters Score -1.028953e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -10290518.000000 Penalty: 5580.039062
	Iteration 8Q: 3 clusters Score -1.029052e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -10291898.000000 Penalty: 5580.039062
	Iteration 9Q: 3 clusters Score -1.02919e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -10294067.000000 Penalty: 5580.039062
	Iteration 10Q: 3 clusters Score -1.029407e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -10296988.000000 Penalty: 5580.039062
	Iteration 11F: 3 clusters Score -1.029699e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -10300386.000000 Penalty: 5580.039062
	Iteration 12F: 3 clusters Score -1.030039e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -10303173.000000 Penalty: 5580.039062
	Iteration 13F: 3 clusters Score -1.030317e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -10305137.000000 Penalty: 5580.039062
	Iteration 14Q: 3 clusters Score -1.030514e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -10306521.000000 Penalty: 5580.039062
	Iteration 15Q: 3 clusters Score -1.030652e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -10307543.000000 Penalty: 5580.039062
	Iteration 16Q: 3 clusters Score -1.030754e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -10308586.000000 Penalty: 5580.039062
	Iteration 17Q: 3 clusters Score -1.030859e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -10309583.000000 Penalty: 5580.039062
	Iteration 18Q: 3 clusters Score -1.030958e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -10310370.000000 Penalty: 5580.039062
	Iteration 19Q: 3 clusters Score -1.031037e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -10311256.000000 Penalty: 5580.039062
	Iteration 20F: 3 clusters Score -1.031126e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -10312053.000000 Penalty: 5580.039062
	Iteration 21Q: 3 clusters Score -1.031205e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10312778.000000 Penalty: 5580.039062
	Iteration 22Q: 3 clusters Score -1.031278e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -10313419.000000 Penalty: 5580.039062
	Iteration 23Q: 3 clusters Score -1.031342e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10313919.000000 Penalty: 5580.039062
	Iteration 24Q: 3 clusters Score -1.031392e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10314323.000000 Penalty: 5580.039062
	Iteration 25Q: 3 clusters Score -1.031432e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10314626.000000 Penalty: 5580.039062
	Iteration 26Q: 3 clusters Score -1.031463e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10314815.000000 Penalty: 5580.039062
	Iteration 27Q: 3 clusters Score -1.031482e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10314932.000000 Penalty: 5580.039062
	Iteration 28Q: 3 clusters Score -1.031493e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10314997.000000 Penalty: 5580.039062
	Iteration 29Q: 3 clusters Score -1.0315e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10315040.000000 Penalty: 5580.039062
	Iteration 30Q: 3 clusters Score -1.031504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10315063.000000 Penalty: 5580.039062
	Iteration 31Q: 3 clusters Score -1.031506e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10315087.000000 Penalty: 5580.039062
	Iteration 32Q: 3 clusters Score -1.031509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10315119.000000 Penalty: 5580.039062
	Iteration 33Q: 3 clusters Score -1.031512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10315135.000000 Penalty: 5580.039062
	Iteration 34Q: 3 clusters Score -1.031514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10315164.000000 Penalty: 5580.039062
	Iteration 35Q: 3 clusters Score -1.031516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10315167.000000 Penalty: 5580.039062
	Iteration 36Q: 3 clusters Score -1.031517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10315181.000000 Penalty: 5580.039062
	Iteration 37Q: 3 clusters Score -1.031518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10315190.000000 Penalty: 5580.039062
	Iteration 38Q: 3 clusters Score -1.031519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10315193.000000 Penalty: 5580.039062
	Iteration 39Q: 3 clusters Score -1.031519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10315198.000000 Penalty: 5580.039062
	Iteration 40F: 3 clusters Score -1.03152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10315200.000000 Penalty: 5580.039062
	Iteration 41Q: 3 clusters Score -1.03152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10315206.000000 Penalty: 5580.039062
	Iteration 42Q: 3 clusters Score -1.031521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10315208.000000 Penalty: 5580.039062
	Iteration 43Q: 3 clusters Score -1.031521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10315206.000000 Penalty: 5580.039062
	Iteration 44Q: 3 clusters Score -1.031521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10315207.000000 Penalty: 5580.039062
	Iteration 45Q: 3 clusters Score -1.031521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10315216.000000 Penalty: 5580.039062
	Iteration 46Q: 3 clusters Score -1.031522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10315215.000000 Penalty: 5580.039062
	Iteration 47Q: 3 clusters Score -1.031522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10315219.000000 Penalty: 5580.039062
	Iteration 48Q: 3 clusters Score -1.031522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10315228.000000 Penalty: 5580.039062
	Iteration 49Q: 3 clusters Score -1.031523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10315232.000000 Penalty: 5580.039062
	Iteration 50Q: 3 clusters Score -1.031523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10315240.000000 Penalty: 5580.039062
	Iteration 51Q: 3 clusters Score -1.031524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10315241.000000 Penalty: 5580.039062
	Iteration 52Q: 3 clusters Score -1.031524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10315253.000000 Penalty: 5580.039062
	Iteration 53Q: 3 clusters Score -1.031525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10315249.000000 Penalty: 5580.039062
	Iteration 54Q: 3 clusters Score -1.031525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10315249.000000 Penalty: 5580.039062
	Iteration 55F: 3 clusters Score -1.031525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2371661.000000 Penalty: 2423.529297
	Iteration 0F: 2 clusters Score -2371661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2359120.500000 Penalty: 4847.058594
	Iteration 0F: 3 clusters Score -2359120 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2363377.750000 Penalty: 4847.058594
	Iteration 1F: 3 clusters Score -2363378 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2363770.250000 Penalty: 4847.058594
	Iteration 2F: 3 clusters Score -2363770 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2364093.500000 Penalty: 4847.058594
	Iteration 3Q: 3 clusters Score -2364094 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2364385.750000 Penalty: 4847.058594
	Iteration 4Q: 3 clusters Score -2364386 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2364689.000000 Penalty: 4847.058594
	Iteration 5Q: 3 clusters Score -2364689 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2365008.250000 Penalty: 4847.058594
	Iteration 6Q: 3 clusters Score -2365008 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2365403.000000 Penalty: 4847.058594
	Iteration 7Q: 3 clusters Score -2365403 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2365840.500000 Penalty: 4847.058594
	Iteration 8Q: 3 clusters Score -2365840 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2366277.500000 Penalty: 4847.058594
	Iteration 9Q: 3 clusters Score -2366278 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2366717.750000 Penalty: 4847.058594
	Iteration 10Q: 3 clusters Score -2366718 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2367123.500000 Penalty: 4847.058594
	Iteration 11Q: 3 clusters Score -2367124 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2367428.000000 Penalty: 4847.058594
	Iteration 12Q: 3 clusters Score -2367428 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2367639.750000 Penalty: 4847.058594
	Iteration 13Q: 3 clusters Score -2367640 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2367773.000000 Penalty: 4847.058594
	Iteration 14Q: 3 clusters Score -2367773 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2367880.000000 Penalty: 4847.058594
	Iteration 15Q: 3 clusters Score -2367880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2367941.000000 Penalty: 4847.058594
	Iteration 16Q: 3 clusters Score -2367941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2368002.500000 Penalty: 4847.058594
	Iteration 17Q: 3 clusters Score -2368002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2368044.500000 Penalty: 4847.058594
	Iteration 18Q: 3 clusters Score -2368044 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2368077.500000 Penalty: 4847.058594
	Iteration 19Q: 3 clusters Score -2368078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2368117.000000 Penalty: 4847.058594
	Iteration 20F: 3 clusters Score -2368117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2368155.750000 Penalty: 4847.058594
	Iteration 21Q: 3 clusters Score -2368156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2368195.500000 Penalty: 4847.058594
	Iteration 22Q: 3 clusters Score -2368196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2368234.000000 Penalty: 4847.058594
	Iteration 23Q: 3 clusters Score -2368234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2368273.250000 Penalty: 4847.058594
	Iteration 24Q: 3 clusters Score -2368273 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2368312.750000 Penalty: 4847.058594
	Iteration 25Q: 3 clusters Score -2368313 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2368349.750000 Penalty: 4847.058594
	Iteration 26Q: 3 clusters Score -2368350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2368381.500000 Penalty: 4847.058594
	Iteration 27Q: 3 clusters Score -2368382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2368416.250000 Penalty: 4847.058594
	Iteration 28Q: 3 clusters Score -2368416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2368466.750000 Penalty: 4847.058594
	Iteration 29Q: 3 clusters Score -2368467 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2368517.750000 Penalty: 4847.058594
	Iteration 30Q: 3 clusters Score -2368518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2368560.250000 Penalty: 4847.058594
	Iteration 31Q: 3 clusters Score -2368560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2368606.750000 Penalty: 4847.058594
	Iteration 32Q: 3 clusters Score -2368607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2368679.500000 Penalty: 4847.058594
	Iteration 33Q: 3 clusters Score -2368680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2368740.000000 Penalty: 4847.058594
	Iteration 34Q: 3 clusters Score -2368740 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2368793.750000 Penalty: 4847.058594
	Iteration 35Q: 3 clusters Score -2368794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2368839.500000 Penalty: 4847.058594
	Iteration 36Q: 3 clusters Score -2368840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2368886.500000 Penalty: 4847.058594
	Iteration 37Q: 3 clusters Score -2368886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2368942.750000 Penalty: 4847.058594
	Iteration 38Q: 3 clusters Score -2368943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2369005.250000 Penalty: 4847.058594
	Iteration 39Q: 3 clusters Score -2369005 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2369066.250000 Penalty: 4847.058594
	Iteration 40F: 3 clusters Score -2369066 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2369116.250000 Penalty: 4847.058594
	Iteration 41Q: 3 clusters Score -2369116 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2369183.500000 Penalty: 4847.058594
	Iteration 42Q: 3 clusters Score -2369184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2369235.750000 Penalty: 4847.058594
	Iteration 43Q: 3 clusters Score -2369236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2369305.000000 Penalty: 4847.058594
	Iteration 44Q: 3 clusters Score -2369305 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2369364.250000 Penalty: 4847.058594
	Iteration 45Q: 3 clusters Score -2369364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2369407.000000 Penalty: 4847.058594
	Iteration 46Q: 3 clusters Score -2369407 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2369460.500000 Penalty: 4847.058594
	Iteration 47Q: 3 clusters Score -2369460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2369530.500000 Penalty: 4847.058594
	Iteration 48Q: 3 clusters Score -2369530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2369587.000000 Penalty: 4847.058594
	Iteration 49Q: 3 clusters Score -2369587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2369642.750000 Penalty: 4847.058594
	Iteration 50Q: 3 clusters Score -2369643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2369688.000000 Penalty: 4847.058594
	Iteration 51Q: 3 clusters Score -2369688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2369732.250000 Penalty: 4847.058594
	Iteration 52Q: 3 clusters Score -2369732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2369768.750000 Penalty: 4847.058594
	Iteration 53Q: 3 clusters Score -2369769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2369808.250000 Penalty: 4847.058594
	Iteration 54Q: 3 clusters Score -2369808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2369857.250000 Penalty: 4847.058594
	Iteration 55Q: 3 clusters Score -2369857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2369910.750000 Penalty: 4847.058594
	Iteration 56Q: 3 clusters Score -2369911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2369956.250000 Penalty: 4847.058594
	Iteration 57Q: 3 clusters Score -2369956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2369997.250000 Penalty: 4847.058594
	Iteration 58Q: 3 clusters Score -2369997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2370040.000000 Penalty: 4847.058594
	Iteration 59Q: 3 clusters Score -2370040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2370072.500000 Penalty: 4847.058594
	Iteration 60F: 3 clusters Score -2370072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2370086.750000 Penalty: 4847.058594
	Iteration 61Q: 3 clusters Score -2370087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2370099.750000 Penalty: 4847.058594
	Iteration 62Q: 3 clusters Score -2370100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2370122.250000 Penalty: 4847.058594
	Iteration 63Q: 3 clusters Score -2370122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2370138.750000 Penalty: 4847.058594
	Iteration 64Q: 3 clusters Score -2370139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2370154.500000 Penalty: 4847.058594
	Iteration 65Q: 3 clusters Score -2370154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2370167.500000 Penalty: 4847.058594
	Iteration 66Q: 3 clusters Score -2370168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2370175.000000 Penalty: 4847.058594
	Iteration 67Q: 3 clusters Score -2370175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2370182.750000 Penalty: 4847.058594
	Iteration 68Q: 3 clusters Score -2370183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2370188.250000 Penalty: 4847.058594
	Iteration 69Q: 3 clusters Score -2370188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2370194.500000 Penalty: 4847.058594
	Iteration 70Q: 3 clusters Score -2370194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2370198.500000 Penalty: 4847.058594
	Iteration 71Q: 3 clusters Score -2370198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2370195.750000 Penalty: 4847.058594
	Iteration 72Q: 3 clusters Score -2370196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2370199.750000 Penalty: 4847.058594
	Iteration 73Q: 3 clusters Score -2370200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2370203.500000 Penalty: 4847.058594
	Iteration 74Q: 3 clusters Score -2370204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2370205.000000 Penalty: 4847.058594
	Iteration 75Q: 3 clusters Score -2370205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2370205.750000 Penalty: 4847.058594
	Iteration 76Q: 3 clusters Score -2370206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2370203.750000 Penalty: 4847.058594
	Iteration 77Q: 3 clusters Score -2370204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2370203.750000 Penalty: 4847.058594
	Iteration 78F: 3 clusters Score -2370204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -859496.687500 Penalty: 2187.460205
	Iteration 0F: 2 clusters Score -859496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -853908.812500 Penalty: 4374.920410
	Iteration 0F: 3 clusters Score -853908.8 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -855390.625000 Penalty: 4374.920410
	Iteration 1F: 3 clusters Score -855390.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -855722.312500 Penalty: 4374.920410
	Iteration 2F: 3 clusters Score -855722.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -855977.687500 Penalty: 4374.920410
	Iteration 3F: 3 clusters Score -855977.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -856190.437500 Penalty: 4374.920410
	Iteration 4Q: 3 clusters Score -856190.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -856383.312500 Penalty: 4374.920410
	Iteration 5Q: 3 clusters Score -856383.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -856581.750000 Penalty: 4374.920410
	Iteration 6Q: 3 clusters Score -856581.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -856764.625000 Penalty: 4374.920410
	Iteration 7Q: 3 clusters Score -856764.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -856928.062500 Penalty: 4374.920410
	Iteration 8Q: 3 clusters Score -856928.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -857095.312500 Penalty: 4374.920410
	Iteration 9Q: 3 clusters Score -857095.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -857248.500000 Penalty: 4374.920410
	Iteration 10Q: 3 clusters Score -857248.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -857371.062500 Penalty: 4374.920410
	Iteration 11Q: 3 clusters Score -857371.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -857481.312500 Penalty: 4374.920410
	Iteration 12Q: 3 clusters Score -857481.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -857570.812500 Penalty: 4374.920410
	Iteration 13Q: 3 clusters Score -857570.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -857657.250000 Penalty: 4374.920410
	Iteration 14Q: 3 clusters Score -857657.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -857753.187500 Penalty: 4374.920410
	Iteration 15Q: 3 clusters Score -857753.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -857819.375000 Penalty: 4374.920410
	Iteration 16Q: 3 clusters Score -857819.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -857891.625000 Penalty: 4374.920410
	Iteration 17Q: 3 clusters Score -857891.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -857968.500000 Penalty: 4374.920410
	Iteration 18Q: 3 clusters Score -857968.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -858030.500000 Penalty: 4374.920410
	Iteration 19Q: 3 clusters Score -858030.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -858105.812500 Penalty: 4374.920410
	Iteration 20F: 3 clusters Score -858105.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -858182.625000 Penalty: 4374.920410
	Iteration 21Q: 3 clusters Score -858182.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -858242.187500 Penalty: 4374.920410
	Iteration 22Q: 3 clusters Score -858242.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -858296.562500 Penalty: 4374.920410
	Iteration 23Q: 3 clusters Score -858296.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -858339.875000 Penalty: 4374.920410
	Iteration 24Q: 3 clusters Score -858339.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -858372.437500 Penalty: 4374.920410
	Iteration 25Q: 3 clusters Score -858372.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -858398.812500 Penalty: 4374.920410
	Iteration 26Q: 3 clusters Score -858398.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -858421.375000 Penalty: 4374.920410
	Iteration 27Q: 3 clusters Score -858421.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -858441.000000 Penalty: 4374.920410
	Iteration 28Q: 3 clusters Score -858441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -858457.500000 Penalty: 4374.920410
	Iteration 29Q: 3 clusters Score -858457.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -858465.187500 Penalty: 4374.920410
	Iteration 30Q: 3 clusters Score -858465.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -858470.125000 Penalty: 4374.920410
	Iteration 31Q: 3 clusters Score -858470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -858472.812500 Penalty: 4374.920410
	Iteration 32Q: 3 clusters Score -858472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -858477.125000 Penalty: 4374.920410
	Iteration 33Q: 3 clusters Score -858477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -858482.125000 Penalty: 4374.920410
	Iteration 34Q: 3 clusters Score -858482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -858483.937500 Penalty: 4374.920410
	Iteration 35Q: 3 clusters Score -858483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -858485.625000 Penalty: 4374.920410
	Iteration 36Q: 3 clusters Score -858485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -858485.875000 Penalty: 4374.920410
	Iteration 37Q: 3 clusters Score -858485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -858488.562500 Penalty: 4374.920410
	Iteration 38Q: 3 clusters Score -858488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -858488.250000 Penalty: 4374.920410
	Iteration 39Q: 3 clusters Score -858488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -858488.312500 Penalty: 4374.920410
	Iteration 40F: 3 clusters Score -858488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -858487.500000 Penalty: 4374.920410
	Iteration 41Q: 3 clusters Score -858487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -858487.125000 Penalty: 4374.920410
	Iteration 42Q: 3 clusters Score -858487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -858488.375000 Penalty: 4374.920410
	Iteration 43Q: 3 clusters Score -858488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -858488.375000 Penalty: 4374.920410
	Iteration 44F: 3 clusters Score -858488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -440575.000000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -440575 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 1753 members 
Entering Unmasked Estep 
Score: -437008.812500 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -437008.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -437719.437500 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -437719.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -437918.625000 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -437918.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -438049.156250 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -438049.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -438154.593750 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -438154.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -438268.312500 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -438268.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -438398.875000 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -438398.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -438511.937500 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -438511.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -438609.218750 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -438609.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -438712.468750 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -438712.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -438796.500000 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -438796.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -438894.593750 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -438894.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -438991.187500 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -438991.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -439076.968750 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -439077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -439152.343750 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -439152.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -439208.093750 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -439208.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -439237.500000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -439237.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -439258.187500 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -439258.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -439273.187500 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -439273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -439284.562500 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -439284.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -439293.593750 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -439293.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -439298.718750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -439298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -439300.281250 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -439300.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -439302.187500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -439302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -439305.937500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -439305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -439308.000000 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -439308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -439311.000000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -439311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -439315.218750 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -439315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -439320.250000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -439320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -439324.031250 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -439324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -439327.187500 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -439327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -439328.187500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -439328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -439328.125000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -439328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -439328.343750 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -439328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -439328.343750 Penalty: 4050.443115
	Iteration 34F: 3 clusters Score -439328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 28494 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 131458 members 
Mstep: Class 7 contains 230682 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 84207 members 
Mstep: Class 16 contains 150761 members 
Mstep: Class 17 contains 69938 members 
Mstep: Class 18 contains 15423 members 
Mstep: Class 19 contains 102142 members 
Mstep: Class 20 contains 102855 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19356 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 15908 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 42075 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122425 members 
Mstep: Class 30 contains 76886 members 
Mstep: Class 31 contains 17541 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112032.000000 Penalty: 115847.835938
Iteration 119Q: 34 clusters Score -1.81112e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 28482 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 131399 members 
Mstep: Class 7 contains 230606 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 68396 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 84091 members 
Mstep: Class 16 contains 149624 members 
Mstep: Class 17 contains 69930 members 
Mstep: Class 18 contains 15427 members 
Mstep: Class 19 contains 103328 members 
Mstep: Class 20 contains 102849 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 15907 members 
Mstep: Class 26 contains 13548 members 
Mstep: Class 27 contains 42073 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122326 members 
Mstep: Class 30 contains 77150 members 
Mstep: Class 31 contains 17550 members 
Mstep: Class 32 contains 6769 members 
Mstep: Class 33 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112400.000000 Penalty: 115847.835938
Iteration 120F: 34 clusters Score -1.811124e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 28474 members 
Mstep: Class 4 contains 19661 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 131354 members 
Mstep: Class 7 contains 230516 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 20939 members 
Mstep: Class 13 contains 68391 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 83964 members 
Mstep: Class 16 contains 148303 members 
Mstep: Class 17 contains 69925 members 
Mstep: Class 18 contains 15433 members 
Mstep: Class 19 contains 104754 members 
Mstep: Class 20 contains 102820 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19444 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 15908 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 42073 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 122222 members 
Mstep: Class 30 contains 77407 members 
Mstep: Class 31 contains 17558 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112384.000000 Penalty: 115847.835938
Iteration 121Q: 34 clusters Score -1.811124e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 28467 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 131310 members 
Mstep: Class 7 contains 230453 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 68384 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 83854 members 
Mstep: Class 16 contains 146860 members 
Mstep: Class 17 contains 69917 members 
Mstep: Class 18 contains 15433 members 
Mstep: Class 19 contains 106263 members 
Mstep: Class 20 contains 102791 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 15915 members 
Mstep: Class 26 contains 13554 members 
Mstep: Class 27 contains 42066 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122125 members 
Mstep: Class 30 contains 77681 members 
Mstep: Class 31 contains 17553 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181112816.000000 Penalty: 115847.835938
Iteration 122Q: 34 clusters Score -1.811128e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 28466 members 
Mstep: Class 4 contains 19674 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 131272 members 
Mstep: Class 7 contains 230386 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 13 contains 68387 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 83751 members 
Mstep: Class 16 contains 145307 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 15434 members 
Mstep: Class 19 contains 107905 members 
Mstep: Class 20 contains 102742 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 19520 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15921 members 
Mstep: Class 26 contains 13556 members 
Mstep: Class 27 contains 42067 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 122054 members 
Mstep: Class 30 contains 77899 members 
Mstep: Class 31 contains 17555 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113392.000000 Penalty: 115847.835938
Iteration 123Q: 34 clusters Score -1.811134e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 28467 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 131234 members 
Mstep: Class 7 contains 230282 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 20929 members 
Mstep: Class 13 contains 68391 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 83643 members 
Mstep: Class 16 contains 143757 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 15437 members 
Mstep: Class 19 contains 109601 members 
Mstep: Class 20 contains 102682 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 19558 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15934 members 
Mstep: Class 26 contains 13557 members 
Mstep: Class 27 contains 42067 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 121975 members 
Mstep: Class 30 contains 78106 members 
Mstep: Class 31 contains 17545 members 
Mstep: Class 32 contains 6780 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113280.000000 Penalty: 115847.835938
Iteration 124Q: 34 clusters Score -1.811133e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 28465 members 
Mstep: Class 4 contains 19686 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 131191 members 
Mstep: Class 7 contains 230104 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4426 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 68384 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 83532 members 
Mstep: Class 16 contains 142156 members 
Mstep: Class 17 contains 69897 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 111373 members 
Mstep: Class 20 contains 102662 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 15947 members 
Mstep: Class 26 contains 13558 members 
Mstep: Class 27 contains 42065 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 121903 members 
Mstep: Class 30 contains 78343 members 
Mstep: Class 31 contains 17546 members 
Mstep: Class 32 contains 6780 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113504.000000 Penalty: 115847.835938
Iteration 125Q: 34 clusters Score -1.811135e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 28458 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 131151 members 
Mstep: Class 7 contains 229971 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 5500 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 68376 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 83439 members 
Mstep: Class 16 contains 140497 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 15447 members 
Mstep: Class 19 contains 113203 members 
Mstep: Class 20 contains 102645 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 19620 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 15952 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 42057 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 121821 members 
Mstep: Class 30 contains 78550 members 
Mstep: Class 31 contains 17544 members 
Mstep: Class 32 contains 6780 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181113648.000000 Penalty: 115847.835938
Iteration 126Q: 34 clusters Score -1.811136e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 19660 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 131098 members 
Mstep: Class 7 contains 229826 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 20912 members 
Mstep: Class 13 contains 68368 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 83335 members 
Mstep: Class 16 contains 138835 members 
Mstep: Class 17 contains 69893 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 115090 members 
Mstep: Class 20 contains 102625 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 7782 members 
Mstep: Class 23 contains 19654 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 15955 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 42058 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 121706 members 
Mstep: Class 30 contains 78776 members 
Mstep: Class 31 contains 17543 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114688.000000 Penalty: 115847.835938
Iteration 127Q: 34 clusters Score -1.811147e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 19644 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 131049 members 
Mstep: Class 7 contains 229689 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 20908 members 
Mstep: Class 13 contains 68360 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 83236 members 
Mstep: Class 16 contains 136959 members 
Mstep: Class 17 contains 69884 members 
Mstep: Class 18 contains 15469 members 
Mstep: Class 19 contains 117082 members 
Mstep: Class 20 contains 102610 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 7782 members 
Mstep: Class 23 contains 19683 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 15959 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 121665 members 
Mstep: Class 30 contains 79011 members 
Mstep: Class 31 contains 17537 members 
Mstep: Class 32 contains 6779 members 
Mstep: Class 33 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115136.000000 Penalty: 115847.835938
Iteration 128Q: 34 clusters Score -1.811151e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 19628 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 130992 members 
Mstep: Class 7 contains 229563 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 13 contains 68354 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 83128 members 
Mstep: Class 16 contains 134919 members 
Mstep: Class 17 contains 69872 members 
Mstep: Class 18 contains 15471 members 
Mstep: Class 19 contains 119243 members 
Mstep: Class 20 contains 102573 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 7782 members 
Mstep: Class 23 contains 19721 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15969 members 
Mstep: Class 26 contains 13569 members 
Mstep: Class 27 contains 42061 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 121637 members 
Mstep: Class 30 contains 79262 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6785 members 
Mstep: Class 33 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115712.000000 Penalty: 115847.835938
Iteration 129Q: 34 clusters Score -1.811157e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7361 members 
Mstep: Class 3 contains 28411 members 
Mstep: Class 4 contains 19619 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 130948 members 
Mstep: Class 7 contains 229452 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 12 contains 20893 members 
Mstep: Class 13 contains 68350 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 83038 members 
Mstep: Class 16 contains 132625 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 15478 members 
Mstep: Class 19 contains 121601 members 
Mstep: Class 20 contains 102518 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 7783 members 
Mstep: Class 23 contains 19757 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 15978 members 
Mstep: Class 26 contains 13571 members 
Mstep: Class 27 contains 42062 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 121621 members 
Mstep: Class 30 contains 79526 members 
Mstep: Class 31 contains 17531 members 
Mstep: Class 32 contains 6787 members 
Mstep: Class 33 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116400.000000 Penalty: 115847.835938
Iteration 130Q: 34 clusters Score -1.811164e+08 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 19597 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 130888 members 
Mstep: Class 7 contains 229327 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 20886 members 
Mstep: Class 13 contains 68335 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 82948 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 69855 members 
Mstep: Class 18 contains 15482 members 
Mstep: Class 19 contains 124089 members 
Mstep: Class 20 contains 102490 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 7784 members 
Mstep: Class 23 contains 19804 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 15976 members 
Mstep: Class 26 contains 13574 members 
Mstep: Class 27 contains 42069 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 121594 members 
Mstep: Class 30 contains 79852 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 6791 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117056.000000 Penalty: 115847.835938
Iteration 131Q: 34 clusters Score -1.811171e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 28386 members 
Mstep: Class 4 contains 19582 members 
Mstep: Class 5 contains 8757 members 
Mstep: Class 6 contains 130853 members 
Mstep: Class 7 contains 229177 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 68331 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 82842 members 
Mstep: Class 16 contains 127606 members 
Mstep: Class 17 contains 69849 members 
Mstep: Class 18 contains 15482 members 
Mstep: Class 19 contains 126611 members 
Mstep: Class 20 contains 102467 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 7785 members 
Mstep: Class 23 contains 19850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 15983 members 
Mstep: Class 26 contains 13576 members 
Mstep: Class 27 contains 42074 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 121553 members 
Mstep: Class 30 contains 80254 members 
Mstep: Class 31 contains 17528 members 
Mstep: Class 32 contains 6793 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117248.000000 Penalty: 115847.835938
Iteration 132Q: 34 clusters Score -1.811172e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 19573 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 130818 members 
Mstep: Class 7 contains 229015 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 68318 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 82748 members 
Mstep: Class 16 contains 125058 members 
Mstep: Class 17 contains 69858 members 
Mstep: Class 18 contains 15486 members 
Mstep: Class 19 contains 129174 members 
Mstep: Class 20 contains 102384 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 19880 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 13577 members 
Mstep: Class 27 contains 42078 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 121488 members 
Mstep: Class 30 contains 80680 members 
Mstep: Class 31 contains 17526 members 
Mstep: Class 32 contains 6800 members 
Mstep: Class 33 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117648.000000 Penalty: 115847.835938
Iteration 133Q: 34 clusters Score -1.811176e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 28352 members 
Mstep: Class 4 contains 19566 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 130785 members 
Mstep: Class 7 contains 228840 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 68308 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 82632 members 
Mstep: Class 16 contains 122294 members 
Mstep: Class 17 contains 69852 members 
Mstep: Class 18 contains 15486 members 
Mstep: Class 19 contains 131869 members 
Mstep: Class 20 contains 102304 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 19916 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 15994 members 
Mstep: Class 26 contains 13580 members 
Mstep: Class 27 contains 42082 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 121473 members 
Mstep: Class 30 contains 81176 members 
Mstep: Class 31 contains 17522 members 
Mstep: Class 32 contains 6801 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118736.000000 Penalty: 115847.835938
Iteration 134Q: 34 clusters Score -1.811187e+08 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 28331 members 
Mstep: Class 4 contains 19555 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 130756 members 
Mstep: Class 7 contains 228683 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 5476 members 
Mstep: Class 12 contains 20877 members 
Mstep: Class 13 contains 68282 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 82520 members 
Mstep: Class 16 contains 119431 members 
Mstep: Class 17 contains 69853 members 
Mstep: Class 18 contains 15483 members 
Mstep: Class 19 contains 134657 members 
Mstep: Class 20 contains 102190 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 19944 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 16007 members 
Mstep: Class 26 contains 13583 members 
Mstep: Class 27 contains 42097 members 
Mstep: Class 28 contains 8881 members 
Mstep: Class 29 contains 121454 members 
Mstep: Class 30 contains 81714 members 
Mstep: Class 31 contains 17512 members 
Mstep: Class 32 contains 6800 members 
Mstep: Class 33 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118720.000000 Penalty: 115847.835938
Iteration 135Q: 34 clusters Score -1.811187e+08 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 28309 members 
Mstep: Class 4 contains 19540 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 130727 members 
Mstep: Class 7 contains 228580 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 68263 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 82407 members 
Mstep: Class 16 contains 116600 members 
Mstep: Class 17 contains 69852 members 
Mstep: Class 18 contains 15486 members 
Mstep: Class 19 contains 137375 members 
Mstep: Class 20 contains 102072 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 19973 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 16007 members 
Mstep: Class 26 contains 13584 members 
Mstep: Class 27 contains 42102 members 
Mstep: Class 28 contains 8882 members 
Mstep: Class 29 contains 121377 members 
Mstep: Class 30 contains 82298 members 
Mstep: Class 31 contains 17521 members 
Mstep: Class 32 contains 6801 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118480.000000 Penalty: 115847.835938
Iteration 136Q: 34 clusters Score -1.811185e+08 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 28299 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 130700 members 
Mstep: Class 7 contains 228423 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 68242 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 82303 members 
Mstep: Class 16 contains 113719 members 
Mstep: Class 17 contains 69837 members 
Mstep: Class 18 contains 15491 members 
Mstep: Class 19 contains 140127 members 
Mstep: Class 20 contains 101981 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 20000 members 
Mstep: Class 24 contains 5069 members 
Mstep: Class 25 contains 16024 members 
Mstep: Class 26 contains 13585 members 
Mstep: Class 27 contains 42111 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 121311 members 
Mstep: Class 30 contains 82906 members 
Mstep: Class 31 contains 17507 members 
Mstep: Class 32 contains 6801 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118640.000000 Penalty: 115847.835938
Iteration 137Q: 34 clusters Score -1.811186e+08 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 28281 members 
Mstep: Class 4 contains 19505 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 130676 members 
Mstep: Class 7 contains 228245 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 20863 members 
Mstep: Class 13 contains 68231 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 82199 members 
Mstep: Class 16 contains 110744 members 
Mstep: Class 17 contains 69824 members 
Mstep: Class 18 contains 15497 members 
Mstep: Class 19 contains 142922 members 
Mstep: Class 20 contains 101918 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 7787 members 
Mstep: Class 23 contains 20021 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 16027 members 
Mstep: Class 26 contains 13590 members 
Mstep: Class 27 contains 42113 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 121300 members 
Mstep: Class 30 contains 83526 members 
Mstep: Class 31 contains 17496 members 
Mstep: Class 32 contains 6800 members 
Mstep: Class 33 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118896.000000 Penalty: 115847.835938
Iteration 138Q: 34 clusters Score -1.811189e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 130653 members 
Mstep: Class 7 contains 228121 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5461 members 
Mstep: Class 12 contains 20859 members 
Mstep: Class 13 contains 68214 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 82110 members 
Mstep: Class 16 contains 107799 members 
Mstep: Class 17 contains 69833 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 145671 members 
Mstep: Class 20 contains 101885 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 7788 members 
Mstep: Class 23 contains 20042 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 13597 members 
Mstep: Class 27 contains 42115 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 121195 members 
Mstep: Class 30 contains 84141 members 
Mstep: Class 31 contains 17485 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119680.000000 Penalty: 115847.835938
Iteration 139Q: 34 clusters Score -1.811197e+08 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 28249 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 130634 members 
Mstep: Class 7 contains 228053 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5455 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 68196 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 82015 members 
Mstep: Class 16 contains 105001 members 
Mstep: Class 17 contains 69835 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 148298 members 
Mstep: Class 20 contains 101838 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 7789 members 
Mstep: Class 23 contains 20060 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 42122 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 121078 members 
Mstep: Class 30 contains 84703 members 
Mstep: Class 31 contains 17483 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120032.000000 Penalty: 115847.835938
Iteration 140F: 34 clusters Score -1.8112e+08 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 28227 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 130611 members 
Mstep: Class 7 contains 228009 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 20839 members 
Mstep: Class 13 contains 68172 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 81897 members 
Mstep: Class 16 contains 102416 members 
Mstep: Class 17 contains 69847 members 
Mstep: Class 18 contains 15501 members 
Mstep: Class 19 contains 150740 members 
Mstep: Class 20 contains 101853 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 7790 members 
Mstep: Class 23 contains 20084 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16005 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 42132 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 120944 members 
Mstep: Class 30 contains 85176 members 
Mstep: Class 31 contains 17489 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120352.000000 Penalty: 115847.835938
Iteration 141Q: 34 clusters Score -1.811204e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 28210 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 130582 members 
Mstep: Class 7 contains 228021 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 68162 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 81769 members 
Mstep: Class 16 contains 100002 members 
Mstep: Class 17 contains 69859 members 
Mstep: Class 18 contains 15496 members 
Mstep: Class 19 contains 152966 members 
Mstep: Class 20 contains 101847 members 
Mstep: Class 21 contains 4110 members 
Mstep: Class 22 contains 7791 members 
Mstep: Class 23 contains 20111 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 16001 members 
Mstep: Class 26 contains 13605 members 
Mstep: Class 27 contains 42143 members 
Mstep: Class 28 contains 8883 members 
Mstep: Class 29 contains 120805 members 
Mstep: Class 30 contains 85632 members 
Mstep: Class 31 contains 17514 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120272.000000 Penalty: 115847.835938
Iteration 142Q: 34 clusters Score -1.811203e+08 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7194 members 
Mstep: Class 3 contains 28195 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 130550 members 
Mstep: Class 7 contains 228092 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 20793 members 
Mstep: Class 13 contains 68160 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 81672 members 
Mstep: Class 16 contains 97767 members 
Mstep: Class 17 contains 69854 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 155069 members 
Mstep: Class 20 contains 101878 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 7791 members 
Mstep: Class 23 contains 20135 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 15987 members 
Mstep: Class 26 contains 13605 members 
Mstep: Class 27 contains 42148 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 120618 members 
Mstep: Class 30 contains 85987 members 
Mstep: Class 31 contains 17524 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120272.000000 Penalty: 115847.835938
Iteration 143Q: 34 clusters Score -1.811203e+08 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 28181 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 130525 members 
Mstep: Class 7 contains 228188 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 20778 members 
Mstep: Class 13 contains 68147 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 81562 members 
Mstep: Class 16 contains 95678 members 
Mstep: Class 17 contains 69847 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 157101 members 
Mstep: Class 20 contains 101898 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7792 members 
Mstep: Class 23 contains 20158 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 15981 members 
Mstep: Class 26 contains 13605 members 
Mstep: Class 27 contains 42153 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 120395 members 
Mstep: Class 30 contains 86293 members 
Mstep: Class 31 contains 17539 members 
Mstep: Class 32 contains 6811 members 
Mstep: Class 33 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119808.000000 Penalty: 115847.835938
Iteration 144Q: 34 clusters Score -1.811198e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 28174 members 
Mstep: Class 4 contains 19511 members 
Mstep: Class 5 contains 8750 members 
Mstep: Class 6 contains 130495 members 
Mstep: Class 7 contains 228253 members 
Mstep: Class 8 contains 4743 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 68151 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 81440 members 
Mstep: Class 16 contains 93765 members 
Mstep: Class 17 contains 69847 members 
Mstep: Class 18 contains 15499 members 
Mstep: Class 19 contains 158998 members 
Mstep: Class 20 contains 101954 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 7793 members 
Mstep: Class 23 contains 20184 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 15993 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 42162 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 120180 members 
Mstep: Class 30 contains 86516 members 
Mstep: Class 31 contains 17546 members 
Mstep: Class 32 contains 6812 members 
Mstep: Class 33 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119872.000000 Penalty: 115847.835938
Iteration 145Q: 34 clusters Score -1.811199e+08 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 28171 members 
Mstep: Class 4 contains 19529 members 
Mstep: Class 5 contains 8741 members 
Mstep: Class 6 contains 130475 members 
Mstep: Class 7 contains 228276 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 13 contains 68165 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 81325 members 
Mstep: Class 16 contains 92126 members 
Mstep: Class 17 contains 69851 members 
Mstep: Class 18 contains 15496 members 
Mstep: Class 19 contains 160796 members 
Mstep: Class 20 contains 102038 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7794 members 
Mstep: Class 23 contains 20202 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 15979 members 
Mstep: Class 26 contains 13610 members 
Mstep: Class 27 contains 42162 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 119936 members 
Mstep: Class 30 contains 86618 members 
Mstep: Class 31 contains 17550 members 
Mstep: Class 32 contains 6813 members 
Mstep: Class 33 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119232.000000 Penalty: 115847.835938
Iteration 146Q: 34 clusters Score -1.811192e+08 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 28166 members 
Mstep: Class 4 contains 19547 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 130452 members 
Mstep: Class 7 contains 228323 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 68168 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 81204 members 
Mstep: Class 16 contains 90652 members 
Mstep: Class 17 contains 69844 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 162483 members 
Mstep: Class 20 contains 102157 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 20214 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 15976 members 
Mstep: Class 26 contains 13612 members 
Mstep: Class 27 contains 42158 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 119668 members 
Mstep: Class 30 contains 86638 members 
Mstep: Class 31 contains 17563 members 
Mstep: Class 32 contains 6810 members 
Mstep: Class 33 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118848.000000 Penalty: 115847.835938
Iteration 147Q: 34 clusters Score -1.811188e+08 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 28169 members 
Mstep: Class 4 contains 19565 members 
Mstep: Class 5 contains 8735 members 
Mstep: Class 6 contains 130428 members 
Mstep: Class 7 contains 228408 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 20743 members 
Mstep: Class 13 contains 68169 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 81110 members 
Mstep: Class 16 contains 89405 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15487 members 
Mstep: Class 19 contains 163966 members 
Mstep: Class 20 contains 102266 members 
Mstep: Class 21 contains 4125 members 
Mstep: Class 22 contains 7796 members 
Mstep: Class 23 contains 20239 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 15974 members 
Mstep: Class 26 contains 13612 members 
Mstep: Class 27 contains 42146 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 119429 members 
Mstep: Class 30 contains 86539 members 
Mstep: Class 31 contains 17567 members 
Mstep: Class 32 contains 6809 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118352.000000 Penalty: 115847.835938
Iteration 148Q: 34 clusters Score -1.811184e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 28166 members 
Mstep: Class 4 contains 19595 members 
Mstep: Class 5 contains 8731 members 
Mstep: Class 6 contains 130408 members 
Mstep: Class 7 contains 228505 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 68173 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 81022 members 
Mstep: Class 16 contains 88534 members 
Mstep: Class 17 contains 69851 members 
Mstep: Class 18 contains 15488 members 
Mstep: Class 19 contains 165187 members 
Mstep: Class 20 contains 102375 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7796 members 
Mstep: Class 23 contains 20256 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 15963 members 
Mstep: Class 26 contains 13615 members 
Mstep: Class 27 contains 42127 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 29 contains 119182 members 
Mstep: Class 30 contains 86334 members 
Mstep: Class 31 contains 17575 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181118352.000000 Penalty: 115847.835938
Iteration 149Q: 34 clusters Score -1.811184e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 28164 members 
Mstep: Class 4 contains 19620 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 130394 members 
Mstep: Class 7 contains 228601 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 68175 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 80954 members 
Mstep: Class 16 contains 87940 members 
Mstep: Class 17 contains 69853 members 
Mstep: Class 18 contains 15487 members 
Mstep: Class 19 contains 166176 members 
Mstep: Class 20 contains 102494 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 7796 members 
Mstep: Class 23 contains 20259 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15960 members 
Mstep: Class 26 contains 13616 members 
Mstep: Class 27 contains 42110 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 29 contains 118937 members 
Mstep: Class 30 contains 86056 members 
Mstep: Class 31 contains 17584 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 3515 members 
Entering Unmasked Estep 
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Iteration 150Q: 34 clusters Score -1.811177e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 28155 members 
Mstep: Class 4 contains 19643 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 130381 members 
Mstep: Class 7 contains 228632 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 20685 members 
Mstep: Class 13 contains 68179 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 80887 members 
Mstep: Class 16 contains 87530 members 
Mstep: Class 17 contains 69850 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 167091 members 
Mstep: Class 20 contains 102605 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 7797 members 
Mstep: Class 23 contains 20263 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15956 members 
Mstep: Class 26 contains 13619 members 
Mstep: Class 27 contains 42106 members 
Mstep: Class 28 contains 8891 members 
Mstep: Class 29 contains 118683 members 
Mstep: Class 30 contains 85741 members 
Mstep: Class 31 contains 17592 members 
Mstep: Class 32 contains 6802 members 
Mstep: Class 33 contains 3515 members 
Entering Unmasked Estep 
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Iteration 151Q: 34 clusters Score -1.811168e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 28150 members 
Mstep: Class 4 contains 19675 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 130366 members 
Mstep: Class 7 contains 228647 members 
Mstep: Class 8 contains 4735 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 20662 members 
Mstep: Class 13 contains 68185 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 80808 members 
Mstep: Class 16 contains 87344 members 
Mstep: Class 17 contains 69845 members 
Mstep: Class 18 contains 15486 members 
Mstep: Class 19 contains 167839 members 
Mstep: Class 20 contains 102693 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 20264 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 15956 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 42100 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 118441 members 
Mstep: Class 30 contains 85408 members 
Mstep: Class 31 contains 17602 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 3514 members 
Entering Unmasked Estep 
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Iteration 152Q: 34 clusters Score -1.81117e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 28148 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 8718 members 
Mstep: Class 6 contains 130354 members 
Mstep: Class 7 contains 228641 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 20665 members 
Mstep: Class 13 contains 68203 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 80731 members 
Mstep: Class 16 contains 87280 members 
Mstep: Class 17 contains 69843 members 
Mstep: Class 18 contains 15485 members 
Mstep: Class 19 contains 168451 members 
Mstep: Class 20 contains 102786 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 20263 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 15962 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 42094 members 
Mstep: Class 28 contains 8894 members 
Mstep: Class 29 contains 118234 members 
Mstep: Class 30 contains 85019 members 
Mstep: Class 31 contains 17606 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116528.000000 Penalty: 115847.835938
Iteration 153Q: 34 clusters Score -1.811165e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 28142 members 
Mstep: Class 4 contains 19725 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 130339 members 
Mstep: Class 7 contains 228625 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 20666 members 
Mstep: Class 13 contains 68210 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 80649 members 
Mstep: Class 16 contains 87400 members 
Mstep: Class 17 contains 69854 members 
Mstep: Class 18 contains 15485 members 
Mstep: Class 19 contains 168926 members 
Mstep: Class 20 contains 102890 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 20273 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 15962 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 42087 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 117999 members 
Mstep: Class 30 contains 84639 members 
Mstep: Class 31 contains 17612 members 
Mstep: Class 32 contains 6801 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115968.000000 Penalty: 115847.835938
Iteration 154Q: 34 clusters Score -1.81116e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 28140 members 
Mstep: Class 4 contains 19733 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 130330 members 
Mstep: Class 7 contains 228577 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 20659 members 
Mstep: Class 13 contains 68215 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 80565 members 
Mstep: Class 16 contains 87674 members 
Mstep: Class 17 contains 69852 members 
Mstep: Class 18 contains 15493 members 
Mstep: Class 19 contains 169267 members 
Mstep: Class 20 contains 102995 members 
Mstep: Class 21 contains 4162 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 20264 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 15955 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 42081 members 
Mstep: Class 28 contains 8896 members 
Mstep: Class 29 contains 117841 members 
Mstep: Class 30 contains 84223 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115584.000000 Penalty: 115847.835938
Iteration 155Q: 34 clusters Score -1.811156e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 28142 members 
Mstep: Class 4 contains 19741 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 130311 members 
Mstep: Class 7 contains 228525 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 20654 members 
Mstep: Class 13 contains 68225 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 80496 members 
Mstep: Class 16 contains 88037 members 
Mstep: Class 17 contains 69849 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 169422 members 
Mstep: Class 20 contains 103119 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20259 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 15952 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 42072 members 
Mstep: Class 28 contains 8899 members 
Mstep: Class 29 contains 117713 members 
Mstep: Class 30 contains 83862 members 
Mstep: Class 31 contains 17615 members 
Mstep: Class 32 contains 6795 members 
Mstep: Class 33 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115312.000000 Penalty: 115847.835938
Iteration 156Q: 34 clusters Score -1.811153e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 28139 members 
Mstep: Class 4 contains 19754 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 130291 members 
Mstep: Class 7 contains 228468 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 20655 members 
Mstep: Class 13 contains 68231 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 80443 members 
Mstep: Class 16 contains 88566 members 
Mstep: Class 17 contains 69842 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 169352 members 
Mstep: Class 20 contains 103231 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20263 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 15955 members 
Mstep: Class 26 contains 13625 members 
Mstep: Class 27 contains 42067 members 
Mstep: Class 28 contains 8898 members 
Mstep: Class 29 contains 117612 members 
Mstep: Class 30 contains 83530 members 
Mstep: Class 31 contains 17611 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114464.000000 Penalty: 115847.835938
Iteration 157Q: 34 clusters Score -1.811145e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 28132 members 
Mstep: Class 4 contains 19767 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 130271 members 
Mstep: Class 7 contains 228396 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 13 contains 68235 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80393 members 
Mstep: Class 16 contains 89257 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15504 members 
Mstep: Class 19 contains 169147 members 
Mstep: Class 20 contains 103358 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20275 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 15955 members 
Mstep: Class 26 contains 13627 members 
Mstep: Class 27 contains 42062 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 117527 members 
Mstep: Class 30 contains 83145 members 
Mstep: Class 31 contains 17608 members 
Mstep: Class 32 contains 6801 members 
Mstep: Class 33 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114608.000000 Penalty: 115847.835938
Iteration 158Q: 34 clusters Score -1.811146e+08 nChanged 3056
Entering ConstructFrom: 
Score: -181114608.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157749.781250 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157749.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158276.531250 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158276.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158608.812500 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158608.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -159085.968750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -159086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -159564.718750 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -159564.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -159741.781250 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159741.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -159813.390625 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -159813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -159838.562500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159838.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -159874.265625 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -159883.468750 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -159888.187500 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -159890.421875 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -159890.421875 Penalty: 3540.484131
	Iteration 12F: 3 clusters Score -159890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 28125 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 130256 members 
Mstep: Class 7 contains 228295 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 20661 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80362 members 
Mstep: Class 16 contains 90075 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 168864 members 
Mstep: Class 20 contains 103466 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20276 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 15953 members 
Mstep: Class 26 contains 13629 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117421 members 
Mstep: Class 30 contains 82769 members 
Mstep: Class 31 contains 17609 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 269 members 
Entering Unmasked Estep 
Score: -181112352.000000 Penalty: 119358.375000
Splitting cluster 1 changes total score from -181114608.000000 to -181112352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Entering Unmasked Estep 
Score: -865521.125000 Penalty: 2197.755371
	Iteration 0F: 2 clusters Score -865521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -859750.687500 Penalty: 4395.510742
	Iteration 0F: 3 clusters Score -859750.7 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -861441.500000 Penalty: 4395.510742
	Iteration 1F: 3 clusters Score -861441.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -861830.625000 Penalty: 4395.510742
	Iteration 2F: 3 clusters Score -861830.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -862147.250000 Penalty: 4395.510742
	Iteration 3F: 3 clusters Score -862147.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -862410.812500 Penalty: 4395.510742
	Iteration 4F: 3 clusters Score -862410.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -862629.875000 Penalty: 4395.510742
	Iteration 5Q: 3 clusters Score -862629.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -862801.625000 Penalty: 4395.510742
	Iteration 6Q: 3 clusters Score -862801.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -862963.687500 Penalty: 4395.510742
	Iteration 7Q: 3 clusters Score -862963.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -863123.000000 Penalty: 4395.510742
	Iteration 8Q: 3 clusters Score -863123 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -863293.125000 Penalty: 4395.510742
	Iteration 9Q: 3 clusters Score -863293.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -863443.562500 Penalty: 4395.510742
	Iteration 10Q: 3 clusters Score -863443.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -863594.187500 Penalty: 4395.510742
	Iteration 11Q: 3 clusters Score -863594.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -863732.062500 Penalty: 4395.510742
	Iteration 12Q: 3 clusters Score -863732.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -863875.437500 Penalty: 4395.510742
	Iteration 13Q: 3 clusters Score -863875.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -863999.625000 Penalty: 4395.510742
	Iteration 14Q: 3 clusters Score -863999.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -864091.187500 Penalty: 4395.510742
	Iteration 15Q: 3 clusters Score -864091.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -864157.375000 Penalty: 4395.510742
	Iteration 16Q: 3 clusters Score -864157.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -864198.437500 Penalty: 4395.510742
	Iteration 17Q: 3 clusters Score -864198.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -864224.062500 Penalty: 4395.510742
	Iteration 18Q: 3 clusters Score -864224.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -864251.250000 Penalty: 4395.510742
	Iteration 19Q: 3 clusters Score -864251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -864268.062500 Penalty: 4395.510742
	Iteration 20F: 3 clusters Score -864268.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -864291.625000 Penalty: 4395.510742
	Iteration 21Q: 3 clusters Score -864291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -864308.125000 Penalty: 4395.510742
	Iteration 22Q: 3 clusters Score -864308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -864322.125000 Penalty: 4395.510742
	Iteration 23Q: 3 clusters Score -864322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -864330.687500 Penalty: 4395.510742
	Iteration 24Q: 3 clusters Score -864330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -864348.687500 Penalty: 4395.510742
	Iteration 25Q: 3 clusters Score -864348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -864355.000000 Penalty: 4395.510742
	Iteration 26Q: 3 clusters Score -864355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -864360.250000 Penalty: 4395.510742
	Iteration 27Q: 3 clusters Score -864360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -864368.562500 Penalty: 4395.510742
	Iteration 28Q: 3 clusters Score -864368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -864373.937500 Penalty: 4395.510742
	Iteration 29Q: 3 clusters Score -864373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -864380.000000 Penalty: 4395.510742
	Iteration 30Q: 3 clusters Score -864380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -864382.437500 Penalty: 4395.510742
	Iteration 31Q: 3 clusters Score -864382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -864385.562500 Penalty: 4395.510742
	Iteration 32Q: 3 clusters Score -864385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864390.500000 Penalty: 4395.510742
	Iteration 33Q: 3 clusters Score -864390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -864391.937500 Penalty: 4395.510742
	Iteration 34Q: 3 clusters Score -864391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864392.625000 Penalty: 4395.510742
	Iteration 35Q: 3 clusters Score -864392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -864396.812500 Penalty: 4395.510742
	Iteration 36Q: 3 clusters Score -864396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864399.187500 Penalty: 4395.510742
	Iteration 37Q: 3 clusters Score -864399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -864401.500000 Penalty: 4395.510742
	Iteration 38Q: 3 clusters Score -864401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -864406.000000 Penalty: 4395.510742
	Iteration 39Q: 3 clusters Score -864406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -864419.750000 Penalty: 4395.510742
	Iteration 40F: 3 clusters Score -864419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -864429.000000 Penalty: 4395.510742
	Iteration 41Q: 3 clusters Score -864429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -864442.562500 Penalty: 4395.510742
	Iteration 42Q: 3 clusters Score -864442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -864460.000000 Penalty: 4395.510742
	Iteration 43Q: 3 clusters Score -864460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -864496.000000 Penalty: 4395.510742
	Iteration 44Q: 3 clusters Score -864496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -864527.562500 Penalty: 4395.510742
	Iteration 45Q: 3 clusters Score -864527.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -864552.312500 Penalty: 4395.510742
	Iteration 46Q: 3 clusters Score -864552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -864561.875000 Penalty: 4395.510742
	Iteration 47Q: 3 clusters Score -864561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -864579.250000 Penalty: 4395.510742
	Iteration 48Q: 3 clusters Score -864579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -864597.437500 Penalty: 4395.510742
	Iteration 49Q: 3 clusters Score -864597.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -864605.750000 Penalty: 4395.510742
	Iteration 50Q: 3 clusters Score -864605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -864612.437500 Penalty: 4395.510742
	Iteration 51Q: 3 clusters Score -864612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -864616.062500 Penalty: 4395.510742
	Iteration 52Q: 3 clusters Score -864616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -864625.312500 Penalty: 4395.510742
	Iteration 53Q: 3 clusters Score -864625.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -864641.250000 Penalty: 4395.510742
	Iteration 54Q: 3 clusters Score -864641.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -864654.125000 Penalty: 4395.510742
	Iteration 55Q: 3 clusters Score -864654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -864666.187500 Penalty: 4395.510742
	Iteration 56Q: 3 clusters Score -864666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -864674.875000 Penalty: 4395.510742
	Iteration 57Q: 3 clusters Score -864674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -864685.375000 Penalty: 4395.510742
	Iteration 58Q: 3 clusters Score -864685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -864689.062500 Penalty: 4395.510742
	Iteration 59Q: 3 clusters Score -864689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -864692.187500 Penalty: 4395.510742
	Iteration 60F: 3 clusters Score -864692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -864693.187500 Penalty: 4395.510742
	Iteration 61Q: 3 clusters Score -864693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -864695.875000 Penalty: 4395.510742
	Iteration 62Q: 3 clusters Score -864695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -864698.750000 Penalty: 4395.510742
	Iteration 63Q: 3 clusters Score -864698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -864699.750000 Penalty: 4395.510742
	Iteration 64Q: 3 clusters Score -864699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864700.500000 Penalty: 4395.510742
	Iteration 65Q: 3 clusters Score -864700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -864703.000000 Penalty: 4395.510742
	Iteration 66Q: 3 clusters Score -864703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864706.687500 Penalty: 4395.510742
	Iteration 67Q: 3 clusters Score -864706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864709.250000 Penalty: 4395.510742
	Iteration 68Q: 3 clusters Score -864709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864713.500000 Penalty: 4395.510742
	Iteration 69Q: 3 clusters Score -864713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -864717.312500 Penalty: 4395.510742
	Iteration 70Q: 3 clusters Score -864717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -864719.125000 Penalty: 4395.510742
	Iteration 71Q: 3 clusters Score -864719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -864725.062500 Penalty: 4395.510742
	Iteration 72Q: 3 clusters Score -864725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864727.875000 Penalty: 4395.510742
	Iteration 73Q: 3 clusters Score -864727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864733.000000 Penalty: 4395.510742
	Iteration 74Q: 3 clusters Score -864733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -864736.000000 Penalty: 4395.510742
	Iteration 75Q: 3 clusters Score -864736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -864735.750000 Penalty: 4395.510742
	Iteration 76Q: 3 clusters Score -864735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864739.625000 Penalty: 4395.510742
	Iteration 77Q: 3 clusters Score -864739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -864739.625000 Penalty: 4395.510742
	Iteration 78Q: 3 clusters Score -864739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -864741.750000 Penalty: 4395.510742
	Iteration 79Q: 3 clusters Score -864741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -864741.312500 Penalty: 4395.510742
	Iteration 80F: 3 clusters Score -864741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -864744.000000 Penalty: 4395.510742
	Iteration 81Q: 3 clusters Score -864744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -864746.875000 Penalty: 4395.510742
	Iteration 82Q: 3 clusters Score -864746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -864749.125000 Penalty: 4395.510742
	Iteration 83Q: 3 clusters Score -864749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -864751.000000 Penalty: 4395.510742
	Iteration 84Q: 3 clusters Score -864751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -864749.062500 Penalty: 4395.510742
	Iteration 85Q: 3 clusters Score -864749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -864749.437500 Penalty: 4395.510742
	Iteration 86Q: 3 clusters Score -864749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -864750.562500 Penalty: 4395.510742
	Iteration 87Q: 3 clusters Score -864750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -864750.562500 Penalty: 4395.510742
	Iteration 88F: 3 clusters Score -864750.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Entering Unmasked Estep 
Score: -3706883.750000 Penalty: 2540.614746
	Iteration 0F: 2 clusters Score -3706884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3687557.750000 Penalty: 5081.229492
	Iteration 0F: 3 clusters Score -3687558 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3694407.250000 Penalty: 5081.229492
	Iteration 1F: 3 clusters Score -3694407 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3694970.500000 Penalty: 5081.229492
	Iteration 2F: 3 clusters Score -3694970 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3695492.750000 Penalty: 5081.229492
	Iteration 3Q: 3 clusters Score -3695493 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3695946.000000 Penalty: 5081.229492
	Iteration 4Q: 3 clusters Score -3695946 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3696416.750000 Penalty: 5081.229492
	Iteration 5Q: 3 clusters Score -3696417 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3696921.500000 Penalty: 5081.229492
	Iteration 6Q: 3 clusters Score -3696922 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3697452.000000 Penalty: 5081.229492
	Iteration 7Q: 3 clusters Score -3697452 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3698063.000000 Penalty: 5081.229492
	Iteration 8Q: 3 clusters Score -3698063 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3698838.500000 Penalty: 5081.229492
	Iteration 9Q: 3 clusters Score -3698838 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3699680.250000 Penalty: 5081.229492
	Iteration 10Q: 3 clusters Score -3699680 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3700684.000000 Penalty: 5081.229492
	Iteration 11F: 3 clusters Score -3700684 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3701654.750000 Penalty: 5081.229492
	Iteration 12Q: 3 clusters Score -3701655 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3702581.500000 Penalty: 5081.229492
	Iteration 13Q: 3 clusters Score -3702582 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3703388.500000 Penalty: 5081.229492
	Iteration 14Q: 3 clusters Score -3703388 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3703871.250000 Penalty: 5081.229492
	Iteration 15Q: 3 clusters Score -3703871 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3704179.250000 Penalty: 5081.229492
	Iteration 16Q: 3 clusters Score -3704179 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3704347.000000 Penalty: 5081.229492
	Iteration 17Q: 3 clusters Score -3704347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3704438.750000 Penalty: 5081.229492
	Iteration 18Q: 3 clusters Score -3704439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3704524.750000 Penalty: 5081.229492
	Iteration 19Q: 3 clusters Score -3704525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3704592.750000 Penalty: 5081.229492
	Iteration 20F: 3 clusters Score -3704593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3704628.250000 Penalty: 5081.229492
	Iteration 21Q: 3 clusters Score -3704628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3704647.250000 Penalty: 5081.229492
	Iteration 22Q: 3 clusters Score -3704647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3704656.000000 Penalty: 5081.229492
	Iteration 23Q: 3 clusters Score -3704656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3704666.000000 Penalty: 5081.229492
	Iteration 24Q: 3 clusters Score -3704666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3704679.000000 Penalty: 5081.229492
	Iteration 25Q: 3 clusters Score -3704679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3704681.000000 Penalty: 5081.229492
	Iteration 26Q: 3 clusters Score -3704681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3704688.250000 Penalty: 5081.229492
	Iteration 27Q: 3 clusters Score -3704688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3704693.750000 Penalty: 5081.229492
	Iteration 28Q: 3 clusters Score -3704694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3704691.500000 Penalty: 5081.229492
	Iteration 29Q: 3 clusters Score -3704692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3704691.500000 Penalty: 5081.229492
	Iteration 30F: 3 clusters Score -3704692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Entering Unmasked Estep 
Score: -2671468.000000 Penalty: 2453.070801
	Iteration 0F: 2 clusters Score -2671468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2657486.000000 Penalty: 4906.141602
	Iteration 0F: 3 clusters Score -2657486 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2662340.500000 Penalty: 4906.141602
	Iteration 1F: 3 clusters Score -2662340 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2662797.250000 Penalty: 4906.141602
	Iteration 2F: 3 clusters Score -2662797 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2663184.250000 Penalty: 4906.141602
	Iteration 3Q: 3 clusters Score -2663184 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2663586.750000 Penalty: 4906.141602
	Iteration 4Q: 3 clusters Score -2663587 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2664044.750000 Penalty: 4906.141602
	Iteration 5Q: 3 clusters Score -2664045 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2664526.000000 Penalty: 4906.141602
	Iteration 6Q: 3 clusters Score -2664526 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2665003.000000 Penalty: 4906.141602
	Iteration 7Q: 3 clusters Score -2665003 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2665465.500000 Penalty: 4906.141602
	Iteration 8Q: 3 clusters Score -2665466 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2665858.500000 Penalty: 4906.141602
	Iteration 9Q: 3 clusters Score -2665858 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2666160.250000 Penalty: 4906.141602
	Iteration 10Q: 3 clusters Score -2666160 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2666367.750000 Penalty: 4906.141602
	Iteration 11Q: 3 clusters Score -2666368 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2666556.000000 Penalty: 4906.141602
	Iteration 12Q: 3 clusters Score -2666556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2666692.000000 Penalty: 4906.141602
	Iteration 13Q: 3 clusters Score -2666692 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2666845.250000 Penalty: 4906.141602
	Iteration 14Q: 3 clusters Score -2666845 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2667002.250000 Penalty: 4906.141602
	Iteration 15Q: 3 clusters Score -2667002 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2667154.000000 Penalty: 4906.141602
	Iteration 16Q: 3 clusters Score -2667154 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2667332.250000 Penalty: 4906.141602
	Iteration 17Q: 3 clusters Score -2667332 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2667460.000000 Penalty: 4906.141602
	Iteration 18Q: 3 clusters Score -2667460 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2667546.750000 Penalty: 4906.141602
	Iteration 19Q: 3 clusters Score -2667547 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2667612.000000 Penalty: 4906.141602
	Iteration 20F: 3 clusters Score -2667612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2667675.500000 Penalty: 4906.141602
	Iteration 21Q: 3 clusters Score -2667676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2667731.500000 Penalty: 4906.141602
	Iteration 22Q: 3 clusters Score -2667732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2667757.250000 Penalty: 4906.141602
	Iteration 23Q: 3 clusters Score -2667757 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2667782.750000 Penalty: 4906.141602
	Iteration 24Q: 3 clusters Score -2667783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2667800.250000 Penalty: 4906.141602
	Iteration 25Q: 3 clusters Score -2667800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2667815.750000 Penalty: 4906.141602
	Iteration 26Q: 3 clusters Score -2667816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2667835.000000 Penalty: 4906.141602
	Iteration 27Q: 3 clusters Score -2667835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2667856.250000 Penalty: 4906.141602
	Iteration 28Q: 3 clusters Score -2667856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2667877.750000 Penalty: 4906.141602
	Iteration 29Q: 3 clusters Score -2667878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2667882.500000 Penalty: 4906.141602
	Iteration 30Q: 3 clusters Score -2667882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2667892.000000 Penalty: 4906.141602
	Iteration 31Q: 3 clusters Score -2667892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2667894.000000 Penalty: 4906.141602
	Iteration 32Q: 3 clusters Score -2667894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2667903.500000 Penalty: 4906.141602
	Iteration 33Q: 3 clusters Score -2667904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2667909.500000 Penalty: 4906.141602
	Iteration 34Q: 3 clusters Score -2667910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2667912.750000 Penalty: 4906.141602
	Iteration 35Q: 3 clusters Score -2667913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2667914.750000 Penalty: 4906.141602
	Iteration 36Q: 3 clusters Score -2667915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2667916.500000 Penalty: 4906.141602
	Iteration 37Q: 3 clusters Score -2667916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2667926.750000 Penalty: 4906.141602
	Iteration 38Q: 3 clusters Score -2667927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2667934.250000 Penalty: 4906.141602
	Iteration 39Q: 3 clusters Score -2667934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2667942.250000 Penalty: 4906.141602
	Iteration 40F: 3 clusters Score -2667942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2667943.000000 Penalty: 4906.141602
	Iteration 41Q: 3 clusters Score -2667943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2667947.000000 Penalty: 4906.141602
	Iteration 42Q: 3 clusters Score -2667947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2667957.750000 Penalty: 4906.141602
	Iteration 43Q: 3 clusters Score -2667958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2667963.000000 Penalty: 4906.141602
	Iteration 44Q: 3 clusters Score -2667963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2667955.000000 Penalty: 4906.141602
	Iteration 45Q: 3 clusters Score -2667955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2667959.500000 Penalty: 4906.141602
	Iteration 46Q: 3 clusters Score -2667960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2667963.000000 Penalty: 4906.141602
	Iteration 47Q: 3 clusters Score -2667963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2667973.750000 Penalty: 4906.141602
	Iteration 48Q: 3 clusters Score -2667974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2667986.500000 Penalty: 4906.141602
	Iteration 49Q: 3 clusters Score -2667986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2667987.750000 Penalty: 4906.141602
	Iteration 50Q: 3 clusters Score -2667988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2667989.500000 Penalty: 4906.141602
	Iteration 51Q: 3 clusters Score -2667990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2667985.750000 Penalty: 4906.141602
	Iteration 52Q: 3 clusters Score -2667986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2667988.750000 Penalty: 4906.141602
	Iteration 53Q: 3 clusters Score -2667989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2667998.500000 Penalty: 4906.141602
	Iteration 54Q: 3 clusters Score -2667998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2668006.000000 Penalty: 4906.141602
	Iteration 55Q: 3 clusters Score -2668006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2668011.000000 Penalty: 4906.141602
	Iteration 56Q: 3 clusters Score -2668011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2668000.750000 Penalty: 4906.141602
	Iteration 57Q: 3 clusters Score -2668001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2668008.000000 Penalty: 4906.141602
	Iteration 58Q: 3 clusters Score -2668008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2668014.000000 Penalty: 4906.141602
	Iteration 59Q: 3 clusters Score -2668014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2668028.000000 Penalty: 4906.141602
	Iteration 60F: 3 clusters Score -2668028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2668034.750000 Penalty: 4906.141602
	Iteration 61Q: 3 clusters Score -2668035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2668037.750000 Penalty: 4906.141602
	Iteration 62Q: 3 clusters Score -2668038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2668048.750000 Penalty: 4906.141602
	Iteration 63Q: 3 clusters Score -2668049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2668056.250000 Penalty: 4906.141602
	Iteration 64Q: 3 clusters Score -2668056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2668069.750000 Penalty: 4906.141602
	Iteration 65Q: 3 clusters Score -2668070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2668076.000000 Penalty: 4906.141602
	Iteration 66Q: 3 clusters Score -2668076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2668087.000000 Penalty: 4906.141602
	Iteration 67Q: 3 clusters Score -2668087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2668092.250000 Penalty: 4906.141602
	Iteration 68Q: 3 clusters Score -2668092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2668088.500000 Penalty: 4906.141602
	Iteration 69Q: 3 clusters Score -2668088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2668099.750000 Penalty: 4906.141602
	Iteration 70Q: 3 clusters Score -2668100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2668113.750000 Penalty: 4906.141602
	Iteration 71Q: 3 clusters Score -2668114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2668118.750000 Penalty: 4906.141602
	Iteration 72Q: 3 clusters Score -2668119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2668124.500000 Penalty: 4906.141602
	Iteration 73Q: 3 clusters Score -2668124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2668135.000000 Penalty: 4906.141602
	Iteration 74Q: 3 clusters Score -2668135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2668142.750000 Penalty: 4906.141602
	Iteration 75Q: 3 clusters Score -2668143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2668148.500000 Penalty: 4906.141602
	Iteration 76Q: 3 clusters Score -2668148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2668159.250000 Penalty: 4906.141602
	Iteration 77Q: 3 clusters Score -2668159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2668165.500000 Penalty: 4906.141602
	Iteration 78Q: 3 clusters Score -2668166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2668165.750000 Penalty: 4906.141602
	Iteration 79Q: 3 clusters Score -2668166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2668182.000000 Penalty: 4906.141602
	Iteration 80F: 3 clusters Score -2668182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2668185.500000 Penalty: 4906.141602
	Iteration 81Q: 3 clusters Score -2668186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2668188.000000 Penalty: 4906.141602
	Iteration 82Q: 3 clusters Score -2668188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2668196.250000 Penalty: 4906.141602
	Iteration 83Q: 3 clusters Score -2668196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2668218.500000 Penalty: 4906.141602
	Iteration 84Q: 3 clusters Score -2668218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2668226.000000 Penalty: 4906.141602
	Iteration 85Q: 3 clusters Score -2668226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2668243.750000 Penalty: 4906.141602
	Iteration 86Q: 3 clusters Score -2668244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2668261.250000 Penalty: 4906.141602
	Iteration 87Q: 3 clusters Score -2668261 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2668277.250000 Penalty: 4906.141602
	Iteration 88Q: 3 clusters Score -2668277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2668302.500000 Penalty: 4906.141602
	Iteration 89Q: 3 clusters Score -2668302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2668319.000000 Penalty: 4906.141602
	Iteration 90Q: 3 clusters Score -2668319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2668330.250000 Penalty: 4906.141602
	Iteration 91Q: 3 clusters Score -2668330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2668338.750000 Penalty: 4906.141602
	Iteration 92Q: 3 clusters Score -2668339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2668346.750000 Penalty: 4906.141602
	Iteration 93Q: 3 clusters Score -2668347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2668368.750000 Penalty: 4906.141602
	Iteration 94Q: 3 clusters Score -2668369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2668394.500000 Penalty: 4906.141602
	Iteration 95Q: 3 clusters Score -2668394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2668428.000000 Penalty: 4906.141602
	Iteration 96Q: 3 clusters Score -2668428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2668454.500000 Penalty: 4906.141602
	Iteration 97Q: 3 clusters Score -2668454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2668481.000000 Penalty: 4906.141602
	Iteration 98Q: 3 clusters Score -2668481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2668504.500000 Penalty: 4906.141602
	Iteration 99Q: 3 clusters Score -2668504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2668529.250000 Penalty: 4906.141602
	Iteration 100F: 3 clusters Score -2668529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2668549.000000 Penalty: 4906.141602
	Iteration 101Q: 3 clusters Score -2668549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2668571.750000 Penalty: 4906.141602
	Iteration 102Q: 3 clusters Score -2668572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2668581.750000 Penalty: 4906.141602
	Iteration 103Q: 3 clusters Score -2668582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2668601.750000 Penalty: 4906.141602
	Iteration 104Q: 3 clusters Score -2668602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2668621.000000 Penalty: 4906.141602
	Iteration 105Q: 3 clusters Score -2668621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2668648.250000 Penalty: 4906.141602
	Iteration 106Q: 3 clusters Score -2668648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2668673.250000 Penalty: 4906.141602
	Iteration 107Q: 3 clusters Score -2668673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2668694.500000 Penalty: 4906.141602
	Iteration 108Q: 3 clusters Score -2668694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2668720.250000 Penalty: 4906.141602
	Iteration 109Q: 3 clusters Score -2668720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2668742.500000 Penalty: 4906.141602
	Iteration 110Q: 3 clusters Score -2668742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2668751.250000 Penalty: 4906.141602
	Iteration 111Q: 3 clusters Score -2668751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2668761.250000 Penalty: 4906.141602
	Iteration 112Q: 3 clusters Score -2668761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2668783.250000 Penalty: 4906.141602
	Iteration 113Q: 3 clusters Score -2668783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2668793.250000 Penalty: 4906.141602
	Iteration 114Q: 3 clusters Score -2668793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2668801.500000 Penalty: 4906.141602
	Iteration 115Q: 3 clusters Score -2668802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2668812.000000 Penalty: 4906.141602
	Iteration 116Q: 3 clusters Score -2668812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2668833.250000 Penalty: 4906.141602
	Iteration 117Q: 3 clusters Score -2668833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2668852.000000 Penalty: 4906.141602
	Iteration 118Q: 3 clusters Score -2668852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2668876.500000 Penalty: 4906.141602
	Iteration 119Q: 3 clusters Score -2668876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2668895.750000 Penalty: 4906.141602
	Iteration 120F: 3 clusters Score -2668896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2668910.750000 Penalty: 4906.141602
	Iteration 121Q: 3 clusters Score -2668911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2668921.750000 Penalty: 4906.141602
	Iteration 122Q: 3 clusters Score -2668922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2668933.500000 Penalty: 4906.141602
	Iteration 123Q: 3 clusters Score -2668934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2668942.750000 Penalty: 4906.141602
	Iteration 124Q: 3 clusters Score -2668943 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2668959.750000 Penalty: 4906.141602
	Iteration 125Q: 3 clusters Score -2668960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2668974.750000 Penalty: 4906.141602
	Iteration 126Q: 3 clusters Score -2668975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2668988.000000 Penalty: 4906.141602
	Iteration 127Q: 3 clusters Score -2668988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2668997.000000 Penalty: 4906.141602
	Iteration 128Q: 3 clusters Score -2668997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2669002.000000 Penalty: 4906.141602
	Iteration 129Q: 3 clusters Score -2669002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2669020.250000 Penalty: 4906.141602
	Iteration 130Q: 3 clusters Score -2669020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2669029.750000 Penalty: 4906.141602
	Iteration 131Q: 3 clusters Score -2669030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2669045.750000 Penalty: 4906.141602
	Iteration 132Q: 3 clusters Score -2669046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2669048.750000 Penalty: 4906.141602
	Iteration 133Q: 3 clusters Score -2669049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2669062.250000 Penalty: 4906.141602
	Iteration 134Q: 3 clusters Score -2669062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2669064.000000 Penalty: 4906.141602
	Iteration 135Q: 3 clusters Score -2669064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2669071.750000 Penalty: 4906.141602
	Iteration 136Q: 3 clusters Score -2669072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2669074.000000 Penalty: 4906.141602
	Iteration 137Q: 3 clusters Score -2669074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2669083.250000 Penalty: 4906.141602
	Iteration 138Q: 3 clusters Score -2669083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2669084.750000 Penalty: 4906.141602
	Iteration 139Q: 3 clusters Score -2669085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2669093.500000 Penalty: 4906.141602
	Iteration 140F: 3 clusters Score -2669094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2669094.750000 Penalty: 4906.141602
	Iteration 141Q: 3 clusters Score -2669095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2669100.250000 Penalty: 4906.141602
	Iteration 142Q: 3 clusters Score -2669100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2669101.500000 Penalty: 4906.141602
	Iteration 143Q: 3 clusters Score -2669102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2669100.500000 Penalty: 4906.141602
	Iteration 144Q: 3 clusters Score -2669100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2669101.500000 Penalty: 4906.141602
	Iteration 145Q: 3 clusters Score -2669102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2669102.750000 Penalty: 4906.141602
	Iteration 146Q: 3 clusters Score -2669103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2669114.500000 Penalty: 4906.141602
	Iteration 147Q: 3 clusters Score -2669114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2669121.750000 Penalty: 4906.141602
	Iteration 148Q: 3 clusters Score -2669122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2669127.000000 Penalty: 4906.141602
	Iteration 149Q: 3 clusters Score -2669127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2669132.250000 Penalty: 4906.141602
	Iteration 150Q: 3 clusters Score -2669132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2669137.250000 Penalty: 4906.141602
	Iteration 151Q: 3 clusters Score -2669137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2669137.750000 Penalty: 4906.141602
	Iteration 152Q: 3 clusters Score -2669138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2669140.000000 Penalty: 4906.141602
	Iteration 153Q: 3 clusters Score -2669140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2669146.250000 Penalty: 4906.141602
	Iteration 154Q: 3 clusters Score -2669146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2669149.750000 Penalty: 4906.141602
	Iteration 155Q: 3 clusters Score -2669150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2669154.500000 Penalty: 4906.141602
	Iteration 156Q: 3 clusters Score -2669154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2669149.750000 Penalty: 4906.141602
	Iteration 157Q: 3 clusters Score -2669150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2669156.500000 Penalty: 4906.141602
	Iteration 158Q: 3 clusters Score -2669156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2669156.000000 Penalty: 4906.141602
	Iteration 159Q: 3 clusters Score -2669156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2669151.500000 Penalty: 4906.141602
	Iteration 160F: 3 clusters Score -2669152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2669156.000000 Penalty: 4906.141602
	Iteration 161Q: 3 clusters Score -2669156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2669159.750000 Penalty: 4906.141602
	Iteration 162Q: 3 clusters Score -2669160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2669154.000000 Penalty: 4906.141602
	Iteration 163Q: 3 clusters Score -2669154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2669167.000000 Penalty: 4906.141602
	Iteration 164Q: 3 clusters Score -2669167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2669167.500000 Penalty: 4906.141602
	Iteration 165Q: 3 clusters Score -2669168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2669168.750000 Penalty: 4906.141602
	Iteration 166Q: 3 clusters Score -2669169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2669177.000000 Penalty: 4906.141602
	Iteration 167Q: 3 clusters Score -2669177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2669175.000000 Penalty: 4906.141602
	Iteration 168Q: 3 clusters Score -2669175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2669173.750000 Penalty: 4906.141602
	Iteration 169Q: 3 clusters Score -2669174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2669175.250000 Penalty: 4906.141602
	Iteration 170Q: 3 clusters Score -2669175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2669186.250000 Penalty: 4906.141602
	Iteration 171Q: 3 clusters Score -2669186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2669183.250000 Penalty: 4906.141602
	Iteration 172Q: 3 clusters Score -2669183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2669187.250000 Penalty: 4906.141602
	Iteration 173Q: 3 clusters Score -2669187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2669192.000000 Penalty: 4906.141602
	Iteration 174Q: 3 clusters Score -2669192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2669187.500000 Penalty: 4906.141602
	Iteration 175Q: 3 clusters Score -2669188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2669192.500000 Penalty: 4906.141602
	Iteration 176Q: 3 clusters Score -2669192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2669194.750000 Penalty: 4906.141602
	Iteration 177Q: 3 clusters Score -2669195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2669192.500000 Penalty: 4906.141602
	Iteration 178Q: 3 clusters Score -2669192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2669195.250000 Penalty: 4906.141602
	Iteration 179Q: 3 clusters Score -2669195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2669200.000000 Penalty: 4906.141602
	Iteration 180F: 3 clusters Score -2669200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2669200.000000 Penalty: 4906.141602
	Iteration 181Q: 3 clusters Score -2669200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2669199.500000 Penalty: 4906.141602
	Iteration 182Q: 3 clusters Score -2669200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2669197.250000 Penalty: 4906.141602
	Iteration 183Q: 3 clusters Score -2669197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2669203.750000 Penalty: 4906.141602
	Iteration 184Q: 3 clusters Score -2669204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2669202.500000 Penalty: 4906.141602
	Iteration 185Q: 3 clusters Score -2669202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2669204.250000 Penalty: 4906.141602
	Iteration 186Q: 3 clusters Score -2669204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2669208.000000 Penalty: 4906.141602
	Iteration 187Q: 3 clusters Score -2669208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2669208.500000 Penalty: 4906.141602
	Iteration 188Q: 3 clusters Score -2669208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2669212.500000 Penalty: 4906.141602
	Iteration 189Q: 3 clusters Score -2669212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2669214.000000 Penalty: 4906.141602
	Iteration 190Q: 3 clusters Score -2669214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2669218.250000 Penalty: 4906.141602
	Iteration 191Q: 3 clusters Score -2669218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2669220.000000 Penalty: 4906.141602
	Iteration 192Q: 3 clusters Score -2669220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2669220.750000 Penalty: 4906.141602
	Iteration 193Q: 3 clusters Score -2669221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2669223.250000 Penalty: 4906.141602
	Iteration 194Q: 3 clusters Score -2669223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2669226.000000 Penalty: 4906.141602
	Iteration 195Q: 3 clusters Score -2669226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2669222.500000 Penalty: 4906.141602
	Iteration 196Q: 3 clusters Score -2669222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2669222.250000 Penalty: 4906.141602
	Iteration 197Q: 3 clusters Score -2669222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2669226.500000 Penalty: 4906.141602
	Iteration 198Q: 3 clusters Score -2669226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2669226.500000 Penalty: 4906.141602
	Iteration 199F: 3 clusters Score -2669226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -1074042.500000 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -1074042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1067207.500000 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -1067208 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1069155.625000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -1069156 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1069503.750000 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -1069504 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1069782.250000 Penalty: 4498.284668
	Iteration 3F: 3 clusters Score -1069782 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1070064.750000 Penalty: 4498.284668
	Iteration 4F: 3 clusters Score -1070065 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1070405.000000 Penalty: 4498.284668
	Iteration 5F: 3 clusters Score -1070405 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1070711.125000 Penalty: 4498.284668
	Iteration 6F: 3 clusters Score -1070711 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1070977.625000 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -1070978 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1071213.750000 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -1071214 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1071392.625000 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -1071393 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1071551.625000 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -1071552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1071668.000000 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -1071668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1071754.250000 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -1071754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1071816.625000 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -1071817 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1071870.625000 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -1071871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1071912.125000 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -1071912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1071947.500000 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -1071948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1071976.375000 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -1071976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1072002.625000 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -1072003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1072022.375000 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -1072022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1072037.625000 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -1072038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1072047.500000 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -1072048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1072060.875000 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -1072061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1072067.625000 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -1072068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1072078.000000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -1072078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1072083.125000 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -1072083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1072088.375000 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -1072088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1072094.250000 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -1072094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1072100.750000 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -1072101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1072107.250000 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -1072107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1072110.875000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -1072111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1072116.875000 Penalty: 4498.284668
	Iteration 31Q: 3 clusters Score -1072117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1072123.875000 Penalty: 4498.284668
	Iteration 32Q: 3 clusters Score -1072124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1072132.250000 Penalty: 4498.284668
	Iteration 33Q: 3 clusters Score -1072132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1072134.000000 Penalty: 4498.284668
	Iteration 34Q: 3 clusters Score -1072134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1072138.375000 Penalty: 4498.284668
	Iteration 35Q: 3 clusters Score -1072138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1072145.625000 Penalty: 4498.284668
	Iteration 36Q: 3 clusters Score -1072146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1072149.875000 Penalty: 4498.284668
	Iteration 37Q: 3 clusters Score -1072150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1072155.875000 Penalty: 4498.284668
	Iteration 38Q: 3 clusters Score -1072156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1072156.625000 Penalty: 4498.284668
	Iteration 39Q: 3 clusters Score -1072157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1072161.625000 Penalty: 4498.284668
	Iteration 40F: 3 clusters Score -1072162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1072164.500000 Penalty: 4498.284668
	Iteration 41Q: 3 clusters Score -1072164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1072168.125000 Penalty: 4498.284668
	Iteration 42Q: 3 clusters Score -1072168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1072170.500000 Penalty: 4498.284668
	Iteration 43Q: 3 clusters Score -1072170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1072171.125000 Penalty: 4498.284668
	Iteration 44Q: 3 clusters Score -1072171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1072172.750000 Penalty: 4498.284668
	Iteration 45Q: 3 clusters Score -1072173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1072174.625000 Penalty: 4498.284668
	Iteration 46Q: 3 clusters Score -1072175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1072180.625000 Penalty: 4498.284668
	Iteration 47Q: 3 clusters Score -1072181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1072180.250000 Penalty: 4498.284668
	Iteration 48Q: 3 clusters Score -1072180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1072182.250000 Penalty: 4498.284668
	Iteration 49Q: 3 clusters Score -1072182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1072183.375000 Penalty: 4498.284668
	Iteration 50Q: 3 clusters Score -1072183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1072183.625000 Penalty: 4498.284668
	Iteration 51Q: 3 clusters Score -1072184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1072183.625000 Penalty: 4498.284668
	Iteration 52F: 3 clusters Score -1072184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Entering Unmasked Estep 
Score: -17113314.000000 Penalty: 2920.759766
	Iteration 0F: 2 clusters Score -1.711331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -17026854.000000 Penalty: 5841.519531
	Iteration 0F: 3 clusters Score -1.702685e+07 nChanged 62107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -17062690.000000 Penalty: 5841.519531
	Iteration 1F: 3 clusters Score -1.706269e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -17063726.000000 Penalty: 5841.519531
	Iteration 2Q: 3 clusters Score -1.706373e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -17065288.000000 Penalty: 5841.519531
	Iteration 3Q: 3 clusters Score -1.706529e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -17067412.000000 Penalty: 5841.519531
	Iteration 4Q: 3 clusters Score -1.706741e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -17070722.000000 Penalty: 5841.519531
	Iteration 5F: 3 clusters Score -1.707072e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -17075132.000000 Penalty: 5841.519531
	Iteration 6F: 3 clusters Score -1.707513e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -17079672.000000 Penalty: 5841.519531
	Iteration 7F: 3 clusters Score -1.707967e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -17083590.000000 Penalty: 5841.519531
	Iteration 8F: 3 clusters Score -1.708359e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -17086674.000000 Penalty: 5841.519531
	Iteration 9F: 3 clusters Score -1.708667e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -17089274.000000 Penalty: 5841.519531
	Iteration 10Q: 3 clusters Score -1.708927e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -17091934.000000 Penalty: 5841.519531
	Iteration 11Q: 3 clusters Score -1.709193e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -17094678.000000 Penalty: 5841.519531
	Iteration 12Q: 3 clusters Score -1.709468e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -17098318.000000 Penalty: 5841.519531
	Iteration 13Q: 3 clusters Score -1.709832e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -17102190.000000 Penalty: 5841.519531
	Iteration 14Q: 3 clusters Score -1.710219e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -17105720.000000 Penalty: 5841.519531
	Iteration 15Q: 3 clusters Score -1.710572e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -17108170.000000 Penalty: 5841.519531
	Iteration 16Q: 3 clusters Score -1.710817e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -17109416.000000 Penalty: 5841.519531
	Iteration 17Q: 3 clusters Score -1.710942e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -17109974.000000 Penalty: 5841.519531
	Iteration 18Q: 3 clusters Score -1.710997e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -17110336.000000 Penalty: 5841.519531
	Iteration 19Q: 3 clusters Score -1.711034e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -17110466.000000 Penalty: 5841.519531
	Iteration 20F: 3 clusters Score -1.711047e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -17110590.000000 Penalty: 5841.519531
	Iteration 21Q: 3 clusters Score -1.711059e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -17110662.000000 Penalty: 5841.519531
	Iteration 22Q: 3 clusters Score -1.711066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 129737 members 
Entering Unmasked Estep 
Score: -17110700.000000 Penalty: 5841.519531
	Iteration 23Q: 3 clusters Score -1.71107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -17110724.000000 Penalty: 5841.519531
	Iteration 24Q: 3 clusters Score -1.711072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -17110762.000000 Penalty: 5841.519531
	Iteration 25Q: 3 clusters Score -1.711076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -17110782.000000 Penalty: 5841.519531
	Iteration 26Q: 3 clusters Score -1.711078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -17110788.000000 Penalty: 5841.519531
	Iteration 27Q: 3 clusters Score -1.711079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -17110782.000000 Penalty: 5841.519531
	Iteration 28Q: 3 clusters Score -1.711078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -17110802.000000 Penalty: 5841.519531
	Iteration 29Q: 3 clusters Score -1.71108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -17110802.000000 Penalty: 5841.519531
	Iteration 30Q: 3 clusters Score -1.71108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -17110818.000000 Penalty: 5841.519531
	Iteration 31Q: 3 clusters Score -1.711082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -17110818.000000 Penalty: 5841.519531
	Iteration 32Q: 3 clusters Score -1.711082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -17110818.000000 Penalty: 5841.519531
	Iteration 33Q: 3 clusters Score -1.711082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 129838 members 
Entering Unmasked Estep 
Score: -17110816.000000 Penalty: 5841.519531
	Iteration 34Q: 3 clusters Score -1.711082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 129838 members 
Entering Unmasked Estep 
Score: -17110818.000000 Penalty: 5841.519531
	Iteration 35Q: 3 clusters Score -1.711082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -17110812.000000 Penalty: 5841.519531
	Iteration 36Q: 3 clusters Score -1.711081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -17110834.000000 Penalty: 5841.519531
	Iteration 37Q: 3 clusters Score -1.711083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -17110842.000000 Penalty: 5841.519531
	Iteration 38Q: 3 clusters Score -1.711084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -17110842.000000 Penalty: 5841.519531
	Iteration 39F: 3 clusters Score -1.711084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228295 members 
Entering Unmasked Estep 
Score: -30522166.000000 Penalty: 3059.921875
	Iteration 0F: 2 clusters Score -3.052217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114341 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -30383862.000000 Penalty: 6119.843750
	Iteration 0F: 3 clusters Score -3.038386e+07 nChanged 109910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -30448750.000000 Penalty: 6119.843750
	Iteration 1F: 3 clusters Score -3.044875e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -30450294.000000 Penalty: 6119.843750
	Iteration 2Q: 3 clusters Score -3.045029e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -30451964.000000 Penalty: 6119.843750
	Iteration 3Q: 3 clusters Score -3.045196e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -30454874.000000 Penalty: 6119.843750
	Iteration 4Q: 3 clusters Score -3.045487e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -30459670.000000 Penalty: 6119.843750
	Iteration 5Q: 3 clusters Score -3.045967e+07 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -30468674.000000 Penalty: 6119.843750
	Iteration 6F: 3 clusters Score -3.046867e+07 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176985 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -30482576.000000 Penalty: 6119.843750
	Iteration 7F: 3 clusters Score -3.048258e+07 nChanged 20352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197323 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -30497778.000000 Penalty: 6119.843750
	Iteration 8F: 3 clusters Score -3.049778e+07 nChanged 16487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213810 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -30509844.000000 Penalty: 6119.843750
	Iteration 9F: 3 clusters Score -3.050984e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223134 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -30515986.000000 Penalty: 6119.843750
	Iteration 10Q: 3 clusters Score -3.051599e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226744 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -30518236.000000 Penalty: 6119.843750
	Iteration 11Q: 3 clusters Score -3.051824e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227739 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -30518882.000000 Penalty: 6119.843750
	Iteration 12Q: 3 clusters Score -3.051888e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227965 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30519172.000000 Penalty: 6119.843750
	Iteration 13Q: 3 clusters Score -3.051917e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228023 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30519298.000000 Penalty: 6119.843750
	Iteration 14Q: 3 clusters Score -3.05193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228047 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30519356.000000 Penalty: 6119.843750
	Iteration 15Q: 3 clusters Score -3.051936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30519396.000000 Penalty: 6119.843750
	Iteration 16Q: 3 clusters Score -3.05194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228059 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30519424.000000 Penalty: 6119.843750
	Iteration 17Q: 3 clusters Score -3.051942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228059 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30519430.000000 Penalty: 6119.843750
	Iteration 18Q: 3 clusters Score -3.051943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228058 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30519430.000000 Penalty: 6119.843750
	Iteration 19Q: 3 clusters Score -3.051943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228062 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30519474.000000 Penalty: 6119.843750
	Iteration 20F: 3 clusters Score -3.051947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30519462.000000 Penalty: 6119.843750
	Iteration 21Q: 3 clusters Score -3.051946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228064 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30519460.000000 Penalty: 6119.843750
	Iteration 22Q: 3 clusters Score -3.051946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228062 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30519446.000000 Penalty: 6119.843750
	Iteration 23Q: 3 clusters Score -3.051945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228064 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30519448.000000 Penalty: 6119.843750
	Iteration 24Q: 3 clusters Score -3.051945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228064 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30519446.000000 Penalty: 6119.843750
	Iteration 25Q: 3 clusters Score -3.051945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228067 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30519454.000000 Penalty: 6119.843750
	Iteration 26Q: 3 clusters Score -3.051945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228066 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30519446.000000 Penalty: 6119.843750
	Iteration 27Q: 3 clusters Score -3.051945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228066 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30519446.000000 Penalty: 6119.843750
	Iteration 28F: 3 clusters Score -3.051945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -592543.812500 Penalty: 2098.496826
	Iteration 0F: 2 clusters Score -592543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -588221.625000 Penalty: 4196.993652
	Iteration 0F: 3 clusters Score -588221.6 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -589357.125000 Penalty: 4196.993652
	Iteration 1F: 3 clusters Score -589357.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -589732.062500 Penalty: 4196.993652
	Iteration 2F: 3 clusters Score -589732.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -590051.125000 Penalty: 4196.993652
	Iteration 3F: 3 clusters Score -590051.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -590344.187500 Penalty: 4196.993652
	Iteration 4F: 3 clusters Score -590344.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -590592.312500 Penalty: 4196.993652
	Iteration 5F: 3 clusters Score -590592.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -590792.687500 Penalty: 4196.993652
	Iteration 6F: 3 clusters Score -590792.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -590945.250000 Penalty: 4196.993652
	Iteration 7Q: 3 clusters Score -590945.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -591057.375000 Penalty: 4196.993652
	Iteration 8Q: 3 clusters Score -591057.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -591145.375000 Penalty: 4196.993652
	Iteration 9Q: 3 clusters Score -591145.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -591207.875000 Penalty: 4196.993652
	Iteration 10Q: 3 clusters Score -591207.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -591260.125000 Penalty: 4196.993652
	Iteration 11Q: 3 clusters Score -591260.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -591305.500000 Penalty: 4196.993652
	Iteration 12Q: 3 clusters Score -591305.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -591339.937500 Penalty: 4196.993652
	Iteration 13Q: 3 clusters Score -591339.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -591378.125000 Penalty: 4196.993652
	Iteration 14Q: 3 clusters Score -591378.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -591408.937500 Penalty: 4196.993652
	Iteration 15Q: 3 clusters Score -591408.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -591434.437500 Penalty: 4196.993652
	Iteration 16Q: 3 clusters Score -591434.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -591449.625000 Penalty: 4196.993652
	Iteration 17Q: 3 clusters Score -591449.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -591461.625000 Penalty: 4196.993652
	Iteration 18Q: 3 clusters Score -591461.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -591470.625000 Penalty: 4196.993652
	Iteration 19Q: 3 clusters Score -591470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -591475.500000 Penalty: 4196.993652
	Iteration 20F: 3 clusters Score -591475.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -591481.750000 Penalty: 4196.993652
	Iteration 21Q: 3 clusters Score -591481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -591485.250000 Penalty: 4196.993652
	Iteration 22Q: 3 clusters Score -591485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -591486.687500 Penalty: 4196.993652
	Iteration 23Q: 3 clusters Score -591486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -591490.625000 Penalty: 4196.993652
	Iteration 24Q: 3 clusters Score -591490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -591493.812500 Penalty: 4196.993652
	Iteration 25Q: 3 clusters Score -591493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -591499.000000 Penalty: 4196.993652
	Iteration 26Q: 3 clusters Score -591499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -591499.687500 Penalty: 4196.993652
	Iteration 27Q: 3 clusters Score -591499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -591501.437500 Penalty: 4196.993652
	Iteration 28Q: 3 clusters Score -591501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -591503.375000 Penalty: 4196.993652
	Iteration 29Q: 3 clusters Score -591503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591504.875000 Penalty: 4196.993652
	Iteration 30Q: 3 clusters Score -591504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -591505.562500 Penalty: 4196.993652
	Iteration 31Q: 3 clusters Score -591505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591505.625000 Penalty: 4196.993652
	Iteration 32Q: 3 clusters Score -591505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -591507.312500 Penalty: 4196.993652
	Iteration 33Q: 3 clusters Score -591507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591506.437500 Penalty: 4196.993652
	Iteration 34Q: 3 clusters Score -591506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591506.437500 Penalty: 4196.993652
	Iteration 35F: 3 clusters Score -591506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159648.671875 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159648.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160125.046875 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160331.109375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160331.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160609.812500 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -160609.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160960.484375 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -160960.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161248.812500 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -161248.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161465.937500 Penalty: 3559.801270
	Iteration 6F: 3 clusters Score -161465.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161659.171875 Penalty: 3559.801270
	Iteration 7F: 3 clusters Score -161659.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161759.750000 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -161759.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161830.343750 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -161830.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161891.687500 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -161891.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161917.593750 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -161917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -161938.046875 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -161938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161946.921875 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -161946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161949.843750 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -161949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161951.640625 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -161951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161956.312500 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -161956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -161970.578125 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -161970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161988.687500 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -161988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162004.078125 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -162004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162015.593750 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -162015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162027.453125 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -162027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162032.109375 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -162032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162034.062500 Penalty: 3559.801270
	Iteration 23Q: 3 clusters Score -162034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162034.062500 Penalty: 3559.801270
	Iteration 24F: 3 clusters Score -162034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 28125 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 130256 members 
Mstep: Class 7 contains 228295 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 20661 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80362 members 
Mstep: Class 16 contains 90075 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 168864 members 
Mstep: Class 20 contains 103466 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20276 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 15953 members 
Mstep: Class 26 contains 13629 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117421 members 
Mstep: Class 30 contains 82769 members 
Mstep: Class 31 contains 17609 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
Score: -181112448.000000 Penalty: 119358.375000
Splitting cluster 9 changes total score from -181114608.000000 to -181112448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -537617.250000 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -537617.2 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 2280 members 
Entering Unmasked Estep 
Score: -533475.000000 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -533475 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -534536.312500 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -534536.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -534895.937500 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -534895.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -535171.937500 Penalty: 4168.951172
	Iteration 3F: 3 clusters Score -535171.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -535426.562500 Penalty: 4168.951172
	Iteration 4F: 3 clusters Score -535426.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -535639.937500 Penalty: 4168.951172
	Iteration 5F: 3 clusters Score -535639.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -535829.562500 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -535829.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -536010.625000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -536010.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -536172.187500 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -536172.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -536327.437500 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -536327.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -536464.625000 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -536464.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -536563.625000 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -536563.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -536640.562500 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -536640.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -536683.125000 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -536683.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -536722.312500 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -536722.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -536742.375000 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -536742.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -536759.312500 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -536759.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -536773.125000 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -536773.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -536787.250000 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -536787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -536801.937500 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -536801.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -536821.000000 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -536821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -536838.687500 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -536838.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -536857.875000 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -536857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -536875.937500 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -536875.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -536893.187500 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -536893.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -536911.125000 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -536911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -536920.000000 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -536920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -536926.187500 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -536926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -536929.625000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -536929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -536932.375000 Penalty: 4168.951172
	Iteration 29Q: 3 clusters Score -536932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -536934.875000 Penalty: 4168.951172
	Iteration 30Q: 3 clusters Score -536934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -536934.687500 Penalty: 4168.951172
	Iteration 31Q: 3 clusters Score -536934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -536934.750000 Penalty: 4168.951172
	Iteration 32Q: 3 clusters Score -536934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -536934.750000 Penalty: 4168.951172
	Iteration 33Q: 3 clusters Score -536934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -536935.125000 Penalty: 4168.951172
	Iteration 34Q: 3 clusters Score -536935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -536936.000000 Penalty: 4168.951172
	Iteration 35Q: 3 clusters Score -536936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -536936.875000 Penalty: 4168.951172
	Iteration 36Q: 3 clusters Score -536936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -536938.062500 Penalty: 4168.951172
	Iteration 37Q: 3 clusters Score -536938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -536938.062500 Penalty: 4168.951172
	Iteration 38F: 3 clusters Score -536938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -644823.125000 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -644823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -640065.500000 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -640065.5 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -641292.250000 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -641292.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -641523.375000 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -641523.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -641673.625000 Penalty: 4263.159180
	Iteration 3Q: 3 clusters Score -641673.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -641835.187500 Penalty: 4263.159180
	Iteration 4Q: 3 clusters Score -641835.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -641967.875000 Penalty: 4263.159180
	Iteration 5Q: 3 clusters Score -641967.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -642109.500000 Penalty: 4263.159180
	Iteration 6Q: 3 clusters Score -642109.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -642263.250000 Penalty: 4263.159180
	Iteration 7Q: 3 clusters Score -642263.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -642458.187500 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -642458.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -642661.062500 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -642661.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -642819.187500 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -642819.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -642950.187500 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -642950.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -643046.187500 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -643046.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -643119.562500 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -643119.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -643187.750000 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -643187.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -643236.750000 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -643236.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -643276.000000 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -643276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -643314.625000 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -643314.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -643346.562500 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -643346.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -643377.500000 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -643377.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -643402.875000 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -643402.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -643420.937500 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -643420.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -643437.687500 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -643437.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -643447.625000 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -643447.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -643459.625000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -643459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -643474.812500 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -643474.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -643486.312500 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -643486.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -643497.187500 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -643497.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -643508.750000 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -643508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -643519.750000 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -643519.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -643532.375000 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -643532.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -643543.500000 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -643543.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -643553.875000 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -643553.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643564.625000 Penalty: 4263.159180
	Iteration 33Q: 3 clusters Score -643564.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -643576.437500 Penalty: 4263.159180
	Iteration 34Q: 3 clusters Score -643576.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -643590.687500 Penalty: 4263.159180
	Iteration 35Q: 3 clusters Score -643590.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -643602.875000 Penalty: 4263.159180
	Iteration 36Q: 3 clusters Score -643602.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -643615.125000 Penalty: 4263.159180
	Iteration 37Q: 3 clusters Score -643615.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -643633.875000 Penalty: 4263.159180
	Iteration 38Q: 3 clusters Score -643633.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -643651.500000 Penalty: 4263.159180
	Iteration 39Q: 3 clusters Score -643651.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -643672.937500 Penalty: 4263.159180
	Iteration 40F: 3 clusters Score -643672.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -643688.562500 Penalty: 4263.159180
	Iteration 41Q: 3 clusters Score -643688.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -643704.500000 Penalty: 4263.159180
	Iteration 42Q: 3 clusters Score -643704.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -643729.812500 Penalty: 4263.159180
	Iteration 43Q: 3 clusters Score -643729.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -643758.062500 Penalty: 4263.159180
	Iteration 44Q: 3 clusters Score -643758.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -643779.562500 Penalty: 4263.159180
	Iteration 45Q: 3 clusters Score -643779.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -643796.875000 Penalty: 4263.159180
	Iteration 46Q: 3 clusters Score -643796.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -643810.187500 Penalty: 4263.159180
	Iteration 47Q: 3 clusters Score -643810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -643822.000000 Penalty: 4263.159180
	Iteration 48Q: 3 clusters Score -643822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -643829.375000 Penalty: 4263.159180
	Iteration 49Q: 3 clusters Score -643829.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -643833.687500 Penalty: 4263.159180
	Iteration 50Q: 3 clusters Score -643833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -643838.812500 Penalty: 4263.159180
	Iteration 51Q: 3 clusters Score -643838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -643839.687500 Penalty: 4263.159180
	Iteration 52Q: 3 clusters Score -643839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -643842.812500 Penalty: 4263.159180
	Iteration 53Q: 3 clusters Score -643842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -643845.000000 Penalty: 4263.159180
	Iteration 54Q: 3 clusters Score -643845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -643845.937500 Penalty: 4263.159180
	Iteration 55Q: 3 clusters Score -643845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -643846.875000 Penalty: 4263.159180
	Iteration 56Q: 3 clusters Score -643846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -643847.187500 Penalty: 4263.159180
	Iteration 57Q: 3 clusters Score -643847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -643848.625000 Penalty: 4263.159180
	Iteration 58Q: 3 clusters Score -643848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -643848.687500 Penalty: 4263.159180
	Iteration 59Q: 3 clusters Score -643848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -643848.687500 Penalty: 4263.159180
	Iteration 60F: 3 clusters Score -643848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Entering Unmasked Estep 
Score: -2689217.750000 Penalty: 2464.128662
	Iteration 0F: 2 clusters Score -2689218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2674779.500000 Penalty: 4928.257324
	Iteration 0F: 3 clusters Score -2674780 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2679920.000000 Penalty: 4928.257324
	Iteration 1F: 3 clusters Score -2679920 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2680710.500000 Penalty: 4928.257324
	Iteration 2F: 3 clusters Score -2680710 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2681716.000000 Penalty: 4928.257324
	Iteration 3F: 3 clusters Score -2681716 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2683090.500000 Penalty: 4928.257324
	Iteration 4F: 3 clusters Score -2683090 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2684571.250000 Penalty: 4928.257324
	Iteration 5F: 3 clusters Score -2684571 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2685835.250000 Penalty: 4928.257324
	Iteration 6F: 3 clusters Score -2685835 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2686678.000000 Penalty: 4928.257324
	Iteration 7F: 3 clusters Score -2686678 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2687211.750000 Penalty: 4928.257324
	Iteration 8Q: 3 clusters Score -2687212 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2687554.250000 Penalty: 4928.257324
	Iteration 9Q: 3 clusters Score -2687554 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2687743.500000 Penalty: 4928.257324
	Iteration 10Q: 3 clusters Score -2687744 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2687872.500000 Penalty: 4928.257324
	Iteration 11Q: 3 clusters Score -2687872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2687945.500000 Penalty: 4928.257324
	Iteration 12Q: 3 clusters Score -2687946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2687994.750000 Penalty: 4928.257324
	Iteration 13Q: 3 clusters Score -2687995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2688039.250000 Penalty: 4928.257324
	Iteration 14Q: 3 clusters Score -2688039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2688045.250000 Penalty: 4928.257324
	Iteration 15Q: 3 clusters Score -2688045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2688066.500000 Penalty: 4928.257324
	Iteration 16Q: 3 clusters Score -2688066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2688090.750000 Penalty: 4928.257324
	Iteration 17Q: 3 clusters Score -2688091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2688112.750000 Penalty: 4928.257324
	Iteration 18Q: 3 clusters Score -2688113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2688130.500000 Penalty: 4928.257324
	Iteration 19Q: 3 clusters Score -2688130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2688141.500000 Penalty: 4928.257324
	Iteration 20F: 3 clusters Score -2688142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2688150.250000 Penalty: 4928.257324
	Iteration 21Q: 3 clusters Score -2688150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2688165.750000 Penalty: 4928.257324
	Iteration 22Q: 3 clusters Score -2688166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2688189.000000 Penalty: 4928.257324
	Iteration 23Q: 3 clusters Score -2688189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2688194.000000 Penalty: 4928.257324
	Iteration 24Q: 3 clusters Score -2688194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2688203.750000 Penalty: 4928.257324
	Iteration 25Q: 3 clusters Score -2688204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2688215.500000 Penalty: 4928.257324
	Iteration 26Q: 3 clusters Score -2688216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2688224.000000 Penalty: 4928.257324
	Iteration 27Q: 3 clusters Score -2688224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2688243.750000 Penalty: 4928.257324
	Iteration 28Q: 3 clusters Score -2688244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2688256.000000 Penalty: 4928.257324
	Iteration 29Q: 3 clusters Score -2688256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2688266.250000 Penalty: 4928.257324
	Iteration 30Q: 3 clusters Score -2688266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2688286.750000 Penalty: 4928.257324
	Iteration 31Q: 3 clusters Score -2688287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2688304.750000 Penalty: 4928.257324
	Iteration 32Q: 3 clusters Score -2688305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2688322.000000 Penalty: 4928.257324
	Iteration 33Q: 3 clusters Score -2688322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2688328.500000 Penalty: 4928.257324
	Iteration 34Q: 3 clusters Score -2688328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2688343.250000 Penalty: 4928.257324
	Iteration 35Q: 3 clusters Score -2688343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2688355.250000 Penalty: 4928.257324
	Iteration 36Q: 3 clusters Score -2688355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2688365.750000 Penalty: 4928.257324
	Iteration 37Q: 3 clusters Score -2688366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2688370.250000 Penalty: 4928.257324
	Iteration 38Q: 3 clusters Score -2688370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2688380.500000 Penalty: 4928.257324
	Iteration 39Q: 3 clusters Score -2688380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2688381.000000 Penalty: 4928.257324
	Iteration 40F: 3 clusters Score -2688381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2688389.000000 Penalty: 4928.257324
	Iteration 41Q: 3 clusters Score -2688389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2688390.250000 Penalty: 4928.257324
	Iteration 42Q: 3 clusters Score -2688390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2688394.750000 Penalty: 4928.257324
	Iteration 43Q: 3 clusters Score -2688395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2688404.500000 Penalty: 4928.257324
	Iteration 44Q: 3 clusters Score -2688404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2688407.000000 Penalty: 4928.257324
	Iteration 45Q: 3 clusters Score -2688407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2688410.750000 Penalty: 4928.257324
	Iteration 46Q: 3 clusters Score -2688411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2688412.250000 Penalty: 4928.257324
	Iteration 47Q: 3 clusters Score -2688412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2688416.250000 Penalty: 4928.257324
	Iteration 48Q: 3 clusters Score -2688416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2688420.000000 Penalty: 4928.257324
	Iteration 49Q: 3 clusters Score -2688420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2688421.750000 Penalty: 4928.257324
	Iteration 50Q: 3 clusters Score -2688422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2688422.750000 Penalty: 4928.257324
	Iteration 51Q: 3 clusters Score -2688423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2688424.500000 Penalty: 4928.257324
	Iteration 52Q: 3 clusters Score -2688424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2688426.000000 Penalty: 4928.257324
	Iteration 53Q: 3 clusters Score -2688426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2688428.000000 Penalty: 4928.257324
	Iteration 54Q: 3 clusters Score -2688428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2688431.750000 Penalty: 4928.257324
	Iteration 55Q: 3 clusters Score -2688432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2688434.750000 Penalty: 4928.257324
	Iteration 56Q: 3 clusters Score -2688435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2688428.000000 Penalty: 4928.257324
	Iteration 57Q: 3 clusters Score -2688428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2688429.750000 Penalty: 4928.257324
	Iteration 58Q: 3 clusters Score -2688430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2688430.000000 Penalty: 4928.257324
	Iteration 59Q: 3 clusters Score -2688430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2688428.500000 Penalty: 4928.257324
	Iteration 60F: 3 clusters Score -2688428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2688434.750000 Penalty: 4928.257324
	Iteration 61Q: 3 clusters Score -2688435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2688434.750000 Penalty: 4928.257324
	Iteration 62Q: 3 clusters Score -2688435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2688440.750000 Penalty: 4928.257324
	Iteration 63Q: 3 clusters Score -2688441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2688443.250000 Penalty: 4928.257324
	Iteration 64Q: 3 clusters Score -2688443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2688445.000000 Penalty: 4928.257324
	Iteration 65Q: 3 clusters Score -2688445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2688442.500000 Penalty: 4928.257324
	Iteration 66Q: 3 clusters Score -2688442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2688441.250000 Penalty: 4928.257324
	Iteration 67Q: 3 clusters Score -2688441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2688444.000000 Penalty: 4928.257324
	Iteration 68Q: 3 clusters Score -2688444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2688445.500000 Penalty: 4928.257324
	Iteration 69Q: 3 clusters Score -2688446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2688446.250000 Penalty: 4928.257324
	Iteration 70Q: 3 clusters Score -2688446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2688447.750000 Penalty: 4928.257324
	Iteration 71Q: 3 clusters Score -2688448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2688448.500000 Penalty: 4928.257324
	Iteration 72Q: 3 clusters Score -2688448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2688447.750000 Penalty: 4928.257324
	Iteration 73Q: 3 clusters Score -2688448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2688448.750000 Penalty: 4928.257324
	Iteration 74Q: 3 clusters Score -2688449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2688449.750000 Penalty: 4928.257324
	Iteration 75Q: 3 clusters Score -2688450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2688448.500000 Penalty: 4928.257324
	Iteration 76Q: 3 clusters Score -2688448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2688450.250000 Penalty: 4928.257324
	Iteration 77Q: 3 clusters Score -2688450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2688451.000000 Penalty: 4928.257324
	Iteration 78Q: 3 clusters Score -2688451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2688452.000000 Penalty: 4928.257324
	Iteration 79Q: 3 clusters Score -2688452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2688452.000000 Penalty: 4928.257324
	Iteration 80F: 3 clusters Score -2688452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Entering Unmasked Estep 
Score: -9029159.000000 Penalty: 2760.449463
	Iteration 0F: 2 clusters Score -9029159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -8983646.000000 Penalty: 5520.898926
	Iteration 0F: 3 clusters Score -8983646 nChanged 31992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9002217.000000 Penalty: 5520.898926
	Iteration 1F: 3 clusters Score -9002217 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -9003441.000000 Penalty: 5520.898926
	Iteration 2Q: 3 clusters Score -9003441 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -9005009.000000 Penalty: 5520.898926
	Iteration 3Q: 3 clusters Score -9005009 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -9006888.000000 Penalty: 5520.898926
	Iteration 4F: 3 clusters Score -9006888 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -9008984.000000 Penalty: 5520.898926
	Iteration 5F: 3 clusters Score -9008984 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -9011130.000000 Penalty: 5520.898926
	Iteration 6F: 3 clusters Score -9011130 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -9013255.000000 Penalty: 5520.898926
	Iteration 7F: 3 clusters Score -9013255 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -9015241.000000 Penalty: 5520.898926
	Iteration 8F: 3 clusters Score -9015241 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -9017100.000000 Penalty: 5520.898926
	Iteration 9Q: 3 clusters Score -9017100 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -9018881.000000 Penalty: 5520.898926
	Iteration 10Q: 3 clusters Score -9018881 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -9020612.000000 Penalty: 5520.898926
	Iteration 11Q: 3 clusters Score -9020612 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -9022295.000000 Penalty: 5520.898926
	Iteration 12Q: 3 clusters Score -9022295 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -9023757.000000 Penalty: 5520.898926
	Iteration 13Q: 3 clusters Score -9023757 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9024865.000000 Penalty: 5520.898926
	Iteration 14Q: 3 clusters Score -9024865 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9025593.000000 Penalty: 5520.898926
	Iteration 15Q: 3 clusters Score -9025593 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9026014.000000 Penalty: 5520.898926
	Iteration 16Q: 3 clusters Score -9026014 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9026285.000000 Penalty: 5520.898926
	Iteration 17Q: 3 clusters Score -9026285 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9026480.000000 Penalty: 5520.898926
	Iteration 18Q: 3 clusters Score -9026480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9026575.000000 Penalty: 5520.898926
	Iteration 19Q: 3 clusters Score -9026575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9026650.000000 Penalty: 5520.898926
	Iteration 20F: 3 clusters Score -9026650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9026687.000000 Penalty: 5520.898926
	Iteration 21Q: 3 clusters Score -9026687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9026703.000000 Penalty: 5520.898926
	Iteration 22Q: 3 clusters Score -9026703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9026718.000000 Penalty: 5520.898926
	Iteration 23Q: 3 clusters Score -9026718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9026715.000000 Penalty: 5520.898926
	Iteration 24Q: 3 clusters Score -9026715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9026734.000000 Penalty: 5520.898926
	Iteration 25Q: 3 clusters Score -9026734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9026753.000000 Penalty: 5520.898926
	Iteration 26Q: 3 clusters Score -9026753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9026766.000000 Penalty: 5520.898926
	Iteration 27Q: 3 clusters Score -9026766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9026767.000000 Penalty: 5520.898926
	Iteration 28Q: 3 clusters Score -9026767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9026778.000000 Penalty: 5520.898926
	Iteration 29Q: 3 clusters Score -9026778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9026786.000000 Penalty: 5520.898926
	Iteration 30Q: 3 clusters Score -9026786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9026804.000000 Penalty: 5520.898926
	Iteration 31Q: 3 clusters Score -9026804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9026807.000000 Penalty: 5520.898926
	Iteration 32Q: 3 clusters Score -9026807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9026819.000000 Penalty: 5520.898926
	Iteration 33Q: 3 clusters Score -9026819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9026821.000000 Penalty: 5520.898926
	Iteration 34Q: 3 clusters Score -9026821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9026823.000000 Penalty: 5520.898926
	Iteration 35Q: 3 clusters Score -9026823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9026816.000000 Penalty: 5520.898926
	Iteration 36Q: 3 clusters Score -9026816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9026831.000000 Penalty: 5520.898926
	Iteration 37Q: 3 clusters Score -9026831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9026830.000000 Penalty: 5520.898926
	Iteration 38Q: 3 clusters Score -9026830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9026835.000000 Penalty: 5520.898926
	Iteration 39Q: 3 clusters Score -9026835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9026837.000000 Penalty: 5520.898926
	Iteration 40F: 3 clusters Score -9026837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9026841.000000 Penalty: 5520.898926
	Iteration 41Q: 3 clusters Score -9026841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9026846.000000 Penalty: 5520.898926
	Iteration 42Q: 3 clusters Score -9026846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9026836.000000 Penalty: 5520.898926
	Iteration 43Q: 3 clusters Score -9026836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9026847.000000 Penalty: 5520.898926
	Iteration 44Q: 3 clusters Score -9026847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9026845.000000 Penalty: 5520.898926
	Iteration 45Q: 3 clusters Score -9026845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9026844.000000 Penalty: 5520.898926
	Iteration 46Q: 3 clusters Score -9026844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9026854.000000 Penalty: 5520.898926
	Iteration 47Q: 3 clusters Score -9026854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9026848.000000 Penalty: 5520.898926
	Iteration 48Q: 3 clusters Score -9026848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9026854.000000 Penalty: 5520.898926
	Iteration 49Q: 3 clusters Score -9026854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9026854.000000 Penalty: 5520.898926
	Iteration 50F: 3 clusters Score -9026854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -291937.781250 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -291937.8 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 1212 members 
Entering Unmasked Estep 
Score: -289088.250000 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -289088.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289915.468750 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -289915.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -290208.906250 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -290208.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -290374.593750 Penalty: 3867.048828
	Iteration 3F: 3 clusters Score -290374.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -290542.968750 Penalty: 3867.048828
	Iteration 4F: 3 clusters Score -290543 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -290688.562500 Penalty: 3867.048828
	Iteration 5F: 3 clusters Score -290688.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -290802.375000 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -290802.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -290921.937500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -290921.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -291065.531250 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -291065.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -291205.625000 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -291205.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -291269.468750 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -291269.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -291335.156250 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -291335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -291369.062500 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -291369.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -291390.500000 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -291390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -291393.656250 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -291393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -291401.593750 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -291401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -291405.281250 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -291405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -291410.593750 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -291410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -291413.843750 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -291413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -291413.843750 Penalty: 3867.048828
	Iteration 19F: 3 clusters Score -291413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Entering Unmasked Estep 
Score: -10658147.000000 Penalty: 2800.985352
	Iteration 0F: 2 clusters Score -1.065815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -10603889.000000 Penalty: 5601.970703
	Iteration 0F: 3 clusters Score -1.060389e+07 nChanged 37901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -10625411.000000 Penalty: 5601.970703
	Iteration 1F: 3 clusters Score -1.062541e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -10626109.000000 Penalty: 5601.970703
	Iteration 2Q: 3 clusters Score -1.062611e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -10626734.000000 Penalty: 5601.970703
	Iteration 3Q: 3 clusters Score -1.062673e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -10627312.000000 Penalty: 5601.970703
	Iteration 4Q: 3 clusters Score -1.062731e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -10628032.000000 Penalty: 5601.970703
	Iteration 5Q: 3 clusters Score -1.062803e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -10628739.000000 Penalty: 5601.970703
	Iteration 6Q: 3 clusters Score -1.062874e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -10629852.000000 Penalty: 5601.970703
	Iteration 7Q: 3 clusters Score -1.062985e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -10631342.000000 Penalty: 5601.970703
	Iteration 8Q: 3 clusters Score -1.063134e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -10633388.000000 Penalty: 5601.970703
	Iteration 9Q: 3 clusters Score -1.063339e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -10636156.000000 Penalty: 5601.970703
	Iteration 10F: 3 clusters Score -1.063616e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -10639340.000000 Penalty: 5601.970703
	Iteration 11F: 3 clusters Score -1.063934e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -10641772.000000 Penalty: 5601.970703
	Iteration 12F: 3 clusters Score -1.064177e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -10643145.000000 Penalty: 5601.970703
	Iteration 13Q: 3 clusters Score -1.064314e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -10643697.000000 Penalty: 5601.970703
	Iteration 14Q: 3 clusters Score -1.06437e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -10643908.000000 Penalty: 5601.970703
	Iteration 15Q: 3 clusters Score -1.064391e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -10644177.000000 Penalty: 5601.970703
	Iteration 16Q: 3 clusters Score -1.064418e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -10644518.000000 Penalty: 5601.970703
	Iteration 17Q: 3 clusters Score -1.064452e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -10644833.000000 Penalty: 5601.970703
	Iteration 18Q: 3 clusters Score -1.064483e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -10645113.000000 Penalty: 5601.970703
	Iteration 19Q: 3 clusters Score -1.064511e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -10645427.000000 Penalty: 5601.970703
	Iteration 20F: 3 clusters Score -1.064543e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -10645777.000000 Penalty: 5601.970703
	Iteration 21Q: 3 clusters Score -1.064578e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -10646183.000000 Penalty: 5601.970703
	Iteration 22Q: 3 clusters Score -1.064618e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -10646519.000000 Penalty: 5601.970703
	Iteration 23Q: 3 clusters Score -1.064652e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -10646908.000000 Penalty: 5601.970703
	Iteration 24Q: 3 clusters Score -1.064691e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -10647337.000000 Penalty: 5601.970703
	Iteration 25Q: 3 clusters Score -1.064734e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -10647782.000000 Penalty: 5601.970703
	Iteration 26Q: 3 clusters Score -1.064778e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -10648170.000000 Penalty: 5601.970703
	Iteration 27Q: 3 clusters Score -1.064817e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -10648576.000000 Penalty: 5601.970703
	Iteration 28Q: 3 clusters Score -1.064858e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -10649028.000000 Penalty: 5601.970703
	Iteration 29Q: 3 clusters Score -1.064903e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -10649519.000000 Penalty: 5601.970703
	Iteration 30Q: 3 clusters Score -1.064952e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -10649982.000000 Penalty: 5601.970703
	Iteration 31Q: 3 clusters Score -1.064998e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -10650477.000000 Penalty: 5601.970703
	Iteration 32Q: 3 clusters Score -1.065048e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -10650832.000000 Penalty: 5601.970703
	Iteration 33Q: 3 clusters Score -1.065083e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -10651277.000000 Penalty: 5601.970703
	Iteration 34Q: 3 clusters Score -1.065128e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -10651654.000000 Penalty: 5601.970703
	Iteration 35Q: 3 clusters Score -1.065165e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -10651985.000000 Penalty: 5601.970703
	Iteration 36Q: 3 clusters Score -1.065198e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -10652315.000000 Penalty: 5601.970703
	Iteration 37Q: 3 clusters Score -1.065232e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -10652671.000000 Penalty: 5601.970703
	Iteration 38Q: 3 clusters Score -1.065267e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -10653000.000000 Penalty: 5601.970703
	Iteration 39Q: 3 clusters Score -1.0653e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -10653328.000000 Penalty: 5601.970703
	Iteration 40F: 3 clusters Score -1.065333e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -10653637.000000 Penalty: 5601.970703
	Iteration 41Q: 3 clusters Score -1.065364e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -10653927.000000 Penalty: 5601.970703
	Iteration 42Q: 3 clusters Score -1.065393e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -10654195.000000 Penalty: 5601.970703
	Iteration 43Q: 3 clusters Score -1.06542e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -10654438.000000 Penalty: 5601.970703
	Iteration 44Q: 3 clusters Score -1.065444e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10654663.000000 Penalty: 5601.970703
	Iteration 45Q: 3 clusters Score -1.065466e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -10654827.000000 Penalty: 5601.970703
	Iteration 46Q: 3 clusters Score -1.065483e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -10655014.000000 Penalty: 5601.970703
	Iteration 47Q: 3 clusters Score -1.065501e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10655153.000000 Penalty: 5601.970703
	Iteration 48Q: 3 clusters Score -1.065515e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10655218.000000 Penalty: 5601.970703
	Iteration 49Q: 3 clusters Score -1.065522e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10655347.000000 Penalty: 5601.970703
	Iteration 50Q: 3 clusters Score -1.065535e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10655416.000000 Penalty: 5601.970703
	Iteration 51Q: 3 clusters Score -1.065542e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10655510.000000 Penalty: 5601.970703
	Iteration 52Q: 3 clusters Score -1.065551e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10655552.000000 Penalty: 5601.970703
	Iteration 53Q: 3 clusters Score -1.065555e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10655612.000000 Penalty: 5601.970703
	Iteration 54Q: 3 clusters Score -1.065561e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -10655636.000000 Penalty: 5601.970703
	Iteration 55Q: 3 clusters Score -1.065564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10655655.000000 Penalty: 5601.970703
	Iteration 56Q: 3 clusters Score -1.065566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10655694.000000 Penalty: 5601.970703
	Iteration 57Q: 3 clusters Score -1.065569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10655702.000000 Penalty: 5601.970703
	Iteration 58Q: 3 clusters Score -1.06557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10655714.000000 Penalty: 5601.970703
	Iteration 59Q: 3 clusters Score -1.065571e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10655756.000000 Penalty: 5601.970703
	Iteration 60F: 3 clusters Score -1.065576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10655769.000000 Penalty: 5601.970703
	Iteration 61Q: 3 clusters Score -1.065577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10655778.000000 Penalty: 5601.970703
	Iteration 62Q: 3 clusters Score -1.065578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10655778.000000 Penalty: 5601.970703
	Iteration 63Q: 3 clusters Score -1.065578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10655777.000000 Penalty: 5601.970703
	Iteration 64Q: 3 clusters Score -1.065578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10655784.000000 Penalty: 5601.970703
	Iteration 65Q: 3 clusters Score -1.065578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10655796.000000 Penalty: 5601.970703
	Iteration 66Q: 3 clusters Score -1.06558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10655812.000000 Penalty: 5601.970703
	Iteration 67Q: 3 clusters Score -1.065581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10655813.000000 Penalty: 5601.970703
	Iteration 68Q: 3 clusters Score -1.065581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10655828.000000 Penalty: 5601.970703
	Iteration 69Q: 3 clusters Score -1.065583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10655824.000000 Penalty: 5601.970703
	Iteration 70Q: 3 clusters Score -1.065582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10655823.000000 Penalty: 5601.970703
	Iteration 71Q: 3 clusters Score -1.065582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10655822.000000 Penalty: 5601.970703
	Iteration 72Q: 3 clusters Score -1.065582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10655824.000000 Penalty: 5601.970703
	Iteration 73Q: 3 clusters Score -1.065582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10655829.000000 Penalty: 5601.970703
	Iteration 74Q: 3 clusters Score -1.065583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10655837.000000 Penalty: 5601.970703
	Iteration 75Q: 3 clusters Score -1.065584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10655839.000000 Penalty: 5601.970703
	Iteration 76Q: 3 clusters Score -1.065584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10655838.000000 Penalty: 5601.970703
	Iteration 77Q: 3 clusters Score -1.065584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10655842.000000 Penalty: 5601.970703
	Iteration 78Q: 3 clusters Score -1.065584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10655842.000000 Penalty: 5601.970703
	Iteration 79Q: 3 clusters Score -1.065584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10655842.000000 Penalty: 5601.970703
	Iteration 80F: 3 clusters Score -1.065584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Entering Unmasked Estep 
Score: -12030268.000000 Penalty: 2829.282715
	Iteration 0F: 2 clusters Score -1.203027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -11969901.000000 Penalty: 5658.565430
	Iteration 0F: 3 clusters Score -1.19699e+07 nChanged 42657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -11994121.000000 Penalty: 5658.565430
	Iteration 1F: 3 clusters Score -1.199412e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -11994863.000000 Penalty: 5658.565430
	Iteration 2Q: 3 clusters Score -1.199486e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -11995861.000000 Penalty: 5658.565430
	Iteration 3Q: 3 clusters Score -1.199586e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -11997435.000000 Penalty: 5658.565430
	Iteration 4Q: 3 clusters Score -1.199744e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -11999837.000000 Penalty: 5658.565430
	Iteration 5Q: 3 clusters Score -1.199984e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -12003253.000000 Penalty: 5658.565430
	Iteration 6F: 3 clusters Score -1.200325e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -12007868.000000 Penalty: 5658.565430
	Iteration 7F: 3 clusters Score -1.200787e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -12013549.000000 Penalty: 5658.565430
	Iteration 8F: 3 clusters Score -1.201355e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -12019098.000000 Penalty: 5658.565430
	Iteration 9F: 3 clusters Score -1.20191e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -12022965.000000 Penalty: 5658.565430
	Iteration 10Q: 3 clusters Score -1.202296e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -12025410.000000 Penalty: 5658.565430
	Iteration 11Q: 3 clusters Score -1.202541e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -12026602.000000 Penalty: 5658.565430
	Iteration 12Q: 3 clusters Score -1.20266e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -12027155.000000 Penalty: 5658.565430
	Iteration 13Q: 3 clusters Score -1.202716e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -12027405.000000 Penalty: 5658.565430
	Iteration 14Q: 3 clusters Score -1.20274e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -12027574.000000 Penalty: 5658.565430
	Iteration 15Q: 3 clusters Score -1.202757e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -12027667.000000 Penalty: 5658.565430
	Iteration 16Q: 3 clusters Score -1.202767e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -12027734.000000 Penalty: 5658.565430
	Iteration 17Q: 3 clusters Score -1.202773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -12027764.000000 Penalty: 5658.565430
	Iteration 18Q: 3 clusters Score -1.202776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -12027766.000000 Penalty: 5658.565430
	Iteration 19Q: 3 clusters Score -1.202777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -12027783.000000 Penalty: 5658.565430
	Iteration 20F: 3 clusters Score -1.202778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -12027784.000000 Penalty: 5658.565430
	Iteration 21Q: 3 clusters Score -1.202778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -12027792.000000 Penalty: 5658.565430
	Iteration 22Q: 3 clusters Score -1.202779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -12027805.000000 Penalty: 5658.565430
	Iteration 23Q: 3 clusters Score -1.20278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -12027806.000000 Penalty: 5658.565430
	Iteration 24Q: 3 clusters Score -1.202781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -12027803.000000 Penalty: 5658.565430
	Iteration 25Q: 3 clusters Score -1.20278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -12027803.000000 Penalty: 5658.565430
	Iteration 26Q: 3 clusters Score -1.20278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -12027811.000000 Penalty: 5658.565430
	Iteration 27Q: 3 clusters Score -1.202781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -12027809.000000 Penalty: 5658.565430
	Iteration 28Q: 3 clusters Score -1.202781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -12027817.000000 Penalty: 5658.565430
	Iteration 29Q: 3 clusters Score -1.202782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -12027809.000000 Penalty: 5658.565430
	Iteration 30Q: 3 clusters Score -1.202781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -12027815.000000 Penalty: 5658.565430
	Iteration 31Q: 3 clusters Score -1.202782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -12027818.000000 Penalty: 5658.565430
	Iteration 32Q: 3 clusters Score -1.202782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -12027829.000000 Penalty: 5658.565430
	Iteration 33Q: 3 clusters Score -1.202783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -12027821.000000 Penalty: 5658.565430
	Iteration 34Q: 3 clusters Score -1.202782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -12027837.000000 Penalty: 5658.565430
	Iteration 35Q: 3 clusters Score -1.202784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -12027837.000000 Penalty: 5658.565430
	Iteration 36F: 3 clusters Score -1.202784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Entering Unmasked Estep 
Score: -9274381.000000 Penalty: 2766.168457
	Iteration 0F: 2 clusters Score -9274381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -9227391.000000 Penalty: 5532.336914
	Iteration 0F: 3 clusters Score -9227391 nChanged 32806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -9245982.000000 Penalty: 5532.336914
	Iteration 1F: 3 clusters Score -9245982 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -9246963.000000 Penalty: 5532.336914
	Iteration 2Q: 3 clusters Score -9246963 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -9248170.000000 Penalty: 5532.336914
	Iteration 3Q: 3 clusters Score -9248170 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -9250051.000000 Penalty: 5532.336914
	Iteration 4F: 3 clusters Score -9250051 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9253021.000000 Penalty: 5532.336914
	Iteration 5F: 3 clusters Score -9253021 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -9257225.000000 Penalty: 5532.336914
	Iteration 6F: 3 clusters Score -9257225 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -9262303.000000 Penalty: 5532.336914
	Iteration 7F: 3 clusters Score -9262303 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -9266809.000000 Penalty: 5532.336914
	Iteration 8F: 3 clusters Score -9266809 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -9269507.000000 Penalty: 5532.336914
	Iteration 9Q: 3 clusters Score -9269507 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -9270968.000000 Penalty: 5532.336914
	Iteration 10Q: 3 clusters Score -9270968 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -9271614.000000 Penalty: 5532.336914
	Iteration 11Q: 3 clusters Score -9271614 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9271904.000000 Penalty: 5532.336914
	Iteration 12Q: 3 clusters Score -9271904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9272017.000000 Penalty: 5532.336914
	Iteration 13Q: 3 clusters Score -9272017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -9272092.000000 Penalty: 5532.336914
	Iteration 14Q: 3 clusters Score -9272092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9272144.000000 Penalty: 5532.336914
	Iteration 15Q: 3 clusters Score -9272144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -9272165.000000 Penalty: 5532.336914
	Iteration 16Q: 3 clusters Score -9272165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -9272176.000000 Penalty: 5532.336914
	Iteration 17Q: 3 clusters Score -9272176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -9272193.000000 Penalty: 5532.336914
	Iteration 18Q: 3 clusters Score -9272193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -9272219.000000 Penalty: 5532.336914
	Iteration 19Q: 3 clusters Score -9272219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -9272229.000000 Penalty: 5532.336914
	Iteration 20F: 3 clusters Score -9272229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -9272219.000000 Penalty: 5532.336914
	Iteration 21Q: 3 clusters Score -9272219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -9272226.000000 Penalty: 5532.336914
	Iteration 22Q: 3 clusters Score -9272226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -9272225.000000 Penalty: 5532.336914
	Iteration 23Q: 3 clusters Score -9272225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -9272226.000000 Penalty: 5532.336914
	Iteration 24Q: 3 clusters Score -9272226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -9272239.000000 Penalty: 5532.336914
	Iteration 25Q: 3 clusters Score -9272239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -9272238.000000 Penalty: 5532.336914
	Iteration 26Q: 3 clusters Score -9272238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9272244.000000 Penalty: 5532.336914
	Iteration 27Q: 3 clusters Score -9272244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9272244.000000 Penalty: 5532.336914
	Iteration 28F: 3 clusters Score -9272244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Entering Unmasked Estep 
Score: -2015316.000000 Penalty: 2392.851562
	Iteration 0F: 2 clusters Score -2015316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2004170.750000 Penalty: 4785.703125
	Iteration 0F: 3 clusters Score -2004171 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2007784.500000 Penalty: 4785.703125
	Iteration 1F: 3 clusters Score -2007784 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2008252.000000 Penalty: 4785.703125
	Iteration 2F: 3 clusters Score -2008252 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2008821.875000 Penalty: 4785.703125
	Iteration 3F: 3 clusters Score -2008822 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2009677.500000 Penalty: 4785.703125
	Iteration 4F: 3 clusters Score -2009678 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2010647.250000 Penalty: 4785.703125
	Iteration 5F: 3 clusters Score -2010647 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2011696.750000 Penalty: 4785.703125
	Iteration 6F: 3 clusters Score -2011697 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2012581.750000 Penalty: 4785.703125
	Iteration 7F: 3 clusters Score -2012582 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2013171.000000 Penalty: 4785.703125
	Iteration 8F: 3 clusters Score -2013171 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2013547.500000 Penalty: 4785.703125
	Iteration 9Q: 3 clusters Score -2013548 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2013786.625000 Penalty: 4785.703125
	Iteration 10Q: 3 clusters Score -2013787 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2013955.750000 Penalty: 4785.703125
	Iteration 11Q: 3 clusters Score -2013956 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2014092.500000 Penalty: 4785.703125
	Iteration 12Q: 3 clusters Score -2014092 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2014189.125000 Penalty: 4785.703125
	Iteration 13Q: 3 clusters Score -2014189 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2014268.375000 Penalty: 4785.703125
	Iteration 14Q: 3 clusters Score -2014268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2014329.000000 Penalty: 4785.703125
	Iteration 15Q: 3 clusters Score -2014329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2014368.250000 Penalty: 4785.703125
	Iteration 16Q: 3 clusters Score -2014368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2014398.500000 Penalty: 4785.703125
	Iteration 17Q: 3 clusters Score -2014398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2014420.875000 Penalty: 4785.703125
	Iteration 18Q: 3 clusters Score -2014421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2014435.375000 Penalty: 4785.703125
	Iteration 19Q: 3 clusters Score -2014435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2014443.000000 Penalty: 4785.703125
	Iteration 20F: 3 clusters Score -2014443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2014450.750000 Penalty: 4785.703125
	Iteration 21Q: 3 clusters Score -2014451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2014453.875000 Penalty: 4785.703125
	Iteration 22Q: 3 clusters Score -2014454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2014460.250000 Penalty: 4785.703125
	Iteration 23Q: 3 clusters Score -2014460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2014459.000000 Penalty: 4785.703125
	Iteration 24Q: 3 clusters Score -2014459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2014463.625000 Penalty: 4785.703125
	Iteration 25Q: 3 clusters Score -2014464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2014470.500000 Penalty: 4785.703125
	Iteration 26Q: 3 clusters Score -2014470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2014468.500000 Penalty: 4785.703125
	Iteration 27Q: 3 clusters Score -2014468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2014471.750000 Penalty: 4785.703125
	Iteration 28Q: 3 clusters Score -2014472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2014473.375000 Penalty: 4785.703125
	Iteration 29Q: 3 clusters Score -2014473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2014476.625000 Penalty: 4785.703125
	Iteration 30Q: 3 clusters Score -2014477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2014473.125000 Penalty: 4785.703125
	Iteration 31Q: 3 clusters Score -2014473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2014476.125000 Penalty: 4785.703125
	Iteration 32Q: 3 clusters Score -2014476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2014484.000000 Penalty: 4785.703125
	Iteration 33Q: 3 clusters Score -2014484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2014482.875000 Penalty: 4785.703125
	Iteration 34Q: 3 clusters Score -2014483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2014487.875000 Penalty: 4785.703125
	Iteration 35Q: 3 clusters Score -2014488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2014488.500000 Penalty: 4785.703125
	Iteration 36Q: 3 clusters Score -2014488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2014488.375000 Penalty: 4785.703125
	Iteration 37Q: 3 clusters Score -2014488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2014489.125000 Penalty: 4785.703125
	Iteration 38Q: 3 clusters Score -2014489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2014489.375000 Penalty: 4785.703125
	Iteration 39Q: 3 clusters Score -2014489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2014488.750000 Penalty: 4785.703125
	Iteration 40F: 3 clusters Score -2014489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2014492.625000 Penalty: 4785.703125
	Iteration 41Q: 3 clusters Score -2014493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2014490.000000 Penalty: 4785.703125
	Iteration 42Q: 3 clusters Score -2014490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2014493.000000 Penalty: 4785.703125
	Iteration 43Q: 3 clusters Score -2014493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2014490.000000 Penalty: 4785.703125
	Iteration 44Q: 3 clusters Score -2014490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2014494.375000 Penalty: 4785.703125
	Iteration 45Q: 3 clusters Score -2014494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2014496.125000 Penalty: 4785.703125
	Iteration 46Q: 3 clusters Score -2014496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2014501.000000 Penalty: 4785.703125
	Iteration 47Q: 3 clusters Score -2014501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2014499.500000 Penalty: 4785.703125
	Iteration 48Q: 3 clusters Score -2014500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2014501.250000 Penalty: 4785.703125
	Iteration 49Q: 3 clusters Score -2014501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2014500.375000 Penalty: 4785.703125
	Iteration 50Q: 3 clusters Score -2014500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2014499.750000 Penalty: 4785.703125
	Iteration 51Q: 3 clusters Score -2014500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2014503.750000 Penalty: 4785.703125
	Iteration 52Q: 3 clusters Score -2014504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2014500.500000 Penalty: 4785.703125
	Iteration 53Q: 3 clusters Score -2014500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2014507.125000 Penalty: 4785.703125
	Iteration 54Q: 3 clusters Score -2014507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2014510.000000 Penalty: 4785.703125
	Iteration 55Q: 3 clusters Score -2014510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2014507.500000 Penalty: 4785.703125
	Iteration 56Q: 3 clusters Score -2014508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2014510.875000 Penalty: 4785.703125
	Iteration 57Q: 3 clusters Score -2014511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2014509.750000 Penalty: 4785.703125
	Iteration 58Q: 3 clusters Score -2014510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2014512.750000 Penalty: 4785.703125
	Iteration 59Q: 3 clusters Score -2014513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2014512.750000 Penalty: 4785.703125
	Iteration 60F: 3 clusters Score -2014513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Entering Unmasked Estep 
Score: -22750606.000000 Penalty: 2985.138672
	Iteration 0F: 2 clusters Score -2.275061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -22646352.000000 Penalty: 5970.277344
	Iteration 0F: 3 clusters Score -2.264635e+07 nChanged 81294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -22693626.000000 Penalty: 5970.277344
	Iteration 1F: 3 clusters Score -2.269363e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -22694692.000000 Penalty: 5970.277344
	Iteration 2Q: 3 clusters Score -2.269469e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -22696164.000000 Penalty: 5970.277344
	Iteration 3Q: 3 clusters Score -2.269616e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -22697780.000000 Penalty: 5970.277344
	Iteration 4Q: 3 clusters Score -2.269778e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5970.277344
	Iteration 5Q: 3 clusters Score -2.270024e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -22704362.000000 Penalty: 5970.277344
	Iteration 6Q: 3 clusters Score -2.270436e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -22710220.000000 Penalty: 5970.277344
	Iteration 7F: 3 clusters Score -2.271022e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -22717980.000000 Penalty: 5970.277344
	Iteration 8F: 3 clusters Score -2.271798e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -22726344.000000 Penalty: 5970.277344
	Iteration 9F: 3 clusters Score -2.272634e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139706 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -22733142.000000 Penalty: 5970.277344
	Iteration 10F: 3 clusters Score -2.273314e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -22737910.000000 Penalty: 5970.277344
	Iteration 11Q: 3 clusters Score -2.273791e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -22741008.000000 Penalty: 5970.277344
	Iteration 12Q: 3 clusters Score -2.274101e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156572 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -22743278.000000 Penalty: 5970.277344
	Iteration 13Q: 3 clusters Score -2.274328e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -22744778.000000 Penalty: 5970.277344
	Iteration 14Q: 3 clusters Score -2.274478e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -22745856.000000 Penalty: 5970.277344
	Iteration 15Q: 3 clusters Score -2.274586e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -22746480.000000 Penalty: 5970.277344
	Iteration 16Q: 3 clusters Score -2.274648e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -22747074.000000 Penalty: 5970.277344
	Iteration 17Q: 3 clusters Score -2.274707e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22747470.000000 Penalty: 5970.277344
	Iteration 18Q: 3 clusters Score -2.274747e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -22747802.000000 Penalty: 5970.277344
	Iteration 19Q: 3 clusters Score -2.27478e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -22748042.000000 Penalty: 5970.277344
	Iteration 20F: 3 clusters Score -2.274804e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165420 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22748134.000000 Penalty: 5970.277344
	Iteration 21Q: 3 clusters Score -2.274813e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165597 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -22748244.000000 Penalty: 5970.277344
	Iteration 22Q: 3 clusters Score -2.274824e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -22748350.000000 Penalty: 5970.277344
	Iteration 23Q: 3 clusters Score -2.274835e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22748420.000000 Penalty: 5970.277344
	Iteration 24Q: 3 clusters Score -2.274842e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22748460.000000 Penalty: 5970.277344
	Iteration 25Q: 3 clusters Score -2.274846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22748482.000000 Penalty: 5970.277344
	Iteration 26Q: 3 clusters Score -2.274848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -22748536.000000 Penalty: 5970.277344
	Iteration 27Q: 3 clusters Score -2.274854e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22748552.000000 Penalty: 5970.277344
	Iteration 28Q: 3 clusters Score -2.274855e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22748578.000000 Penalty: 5970.277344
	Iteration 29Q: 3 clusters Score -2.274858e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166174 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22748612.000000 Penalty: 5970.277344
	Iteration 30Q: 3 clusters Score -2.274861e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166188 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22748616.000000 Penalty: 5970.277344
	Iteration 31Q: 3 clusters Score -2.274862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22748618.000000 Penalty: 5970.277344
	Iteration 32Q: 3 clusters Score -2.274862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22748642.000000 Penalty: 5970.277344
	Iteration 33Q: 3 clusters Score -2.274864e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22748650.000000 Penalty: 5970.277344
	Iteration 34Q: 3 clusters Score -2.274865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22748654.000000 Penalty: 5970.277344
	Iteration 35Q: 3 clusters Score -2.274865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -22748692.000000 Penalty: 5970.277344
	Iteration 36Q: 3 clusters Score -2.274869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -22748698.000000 Penalty: 5970.277344
	Iteration 37Q: 3 clusters Score -2.27487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -22748692.000000 Penalty: 5970.277344
	Iteration 38Q: 3 clusters Score -2.274869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166294 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -22748710.000000 Penalty: 5970.277344
	Iteration 39Q: 3 clusters Score -2.274871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22748722.000000 Penalty: 5970.277344
	Iteration 40F: 3 clusters Score -2.274872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22748768.000000 Penalty: 5970.277344
	Iteration 41Q: 3 clusters Score -2.274877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -22748748.000000 Penalty: 5970.277344
	Iteration 42Q: 3 clusters Score -2.274875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -22748754.000000 Penalty: 5970.277344
	Iteration 43Q: 3 clusters Score -2.274875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -22748750.000000 Penalty: 5970.277344
	Iteration 44Q: 3 clusters Score -2.274875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -22748760.000000 Penalty: 5970.277344
	Iteration 45Q: 3 clusters Score -2.274876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -22748748.000000 Penalty: 5970.277344
	Iteration 46Q: 3 clusters Score -2.274875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -22748750.000000 Penalty: 5970.277344
	Iteration 47Q: 3 clusters Score -2.274875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166370 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -22748760.000000 Penalty: 5970.277344
	Iteration 48Q: 3 clusters Score -2.274876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -22748764.000000 Penalty: 5970.277344
	Iteration 49Q: 3 clusters Score -2.274876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -22748776.000000 Penalty: 5970.277344
	Iteration 50Q: 3 clusters Score -2.274878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22748778.000000 Penalty: 5970.277344
	Iteration 51Q: 3 clusters Score -2.274878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22748792.000000 Penalty: 5970.277344
	Iteration 52Q: 3 clusters Score -2.274879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22748804.000000 Penalty: 5970.277344
	Iteration 53Q: 3 clusters Score -2.27488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22748800.000000 Penalty: 5970.277344
	Iteration 54Q: 3 clusters Score -2.27488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -22748802.000000 Penalty: 5970.277344
	Iteration 55Q: 3 clusters Score -2.27488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166387 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22748822.000000 Penalty: 5970.277344
	Iteration 56Q: 3 clusters Score -2.274882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22748822.000000 Penalty: 5970.277344
	Iteration 57Q: 3 clusters Score -2.274882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22748836.000000 Penalty: 5970.277344
	Iteration 58Q: 3 clusters Score -2.274884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22748838.000000 Penalty: 5970.277344
	Iteration 59Q: 3 clusters Score -2.274884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -22748856.000000 Penalty: 5970.277344
	Iteration 60F: 3 clusters Score -2.274886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -22748870.000000 Penalty: 5970.277344
	Iteration 61Q: 3 clusters Score -2.274887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -22748872.000000 Penalty: 5970.277344
	Iteration 62Q: 3 clusters Score -2.274887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -22748858.000000 Penalty: 5970.277344
	Iteration 63Q: 3 clusters Score -2.274886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -22748864.000000 Penalty: 5970.277344
	Iteration 64Q: 3 clusters Score -2.274886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22748856.000000 Penalty: 5970.277344
	Iteration 65Q: 3 clusters Score -2.274886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22748856.000000 Penalty: 5970.277344
	Iteration 66Q: 3 clusters Score -2.274886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -22748856.000000 Penalty: 5970.277344
	Iteration 67Q: 3 clusters Score -2.274886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22748850.000000 Penalty: 5970.277344
	Iteration 68Q: 3 clusters Score -2.274885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166396 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -22748854.000000 Penalty: 5970.277344
	Iteration 69Q: 3 clusters Score -2.274885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22748860.000000 Penalty: 5970.277344
	Iteration 70Q: 3 clusters Score -2.274886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22748852.000000 Penalty: 5970.277344
	Iteration 71Q: 3 clusters Score -2.274885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -22748860.000000 Penalty: 5970.277344
	Iteration 72Q: 3 clusters Score -2.274886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22748862.000000 Penalty: 5970.277344
	Iteration 73Q: 3 clusters Score -2.274886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -22748864.000000 Penalty: 5970.277344
	Iteration 74Q: 3 clusters Score -2.274886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -22748864.000000 Penalty: 5970.277344
	Iteration 75Q: 3 clusters Score -2.274886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22748852.000000 Penalty: 5970.277344
	Iteration 76Q: 3 clusters Score -2.274885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22748862.000000 Penalty: 5970.277344
	Iteration 77Q: 3 clusters Score -2.274886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -22748864.000000 Penalty: 5970.277344
	Iteration 78Q: 3 clusters Score -2.274886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22748878.000000 Penalty: 5970.277344
	Iteration 79Q: 3 clusters Score -2.274888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -22748880.000000 Penalty: 5970.277344
	Iteration 80F: 3 clusters Score -2.274888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22748884.000000 Penalty: 5970.277344
	Iteration 81Q: 3 clusters Score -2.274888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22748888.000000 Penalty: 5970.277344
	Iteration 82Q: 3 clusters Score -2.274889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22748886.000000 Penalty: 5970.277344
	Iteration 83Q: 3 clusters Score -2.274889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22748886.000000 Penalty: 5970.277344
	Iteration 84F: 3 clusters Score -2.274889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Entering Unmasked Estep 
Score: -13812243.000000 Penalty: 2863.655518
	Iteration 0F: 2 clusters Score -1.381224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -13743252.000000 Penalty: 5727.311035
	Iteration 0F: 3 clusters Score -1.374325e+07 nChanged 48972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -13770995.000000 Penalty: 5727.311035
	Iteration 1F: 3 clusters Score -1.3771e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -13771503.000000 Penalty: 5727.311035
	Iteration 2Q: 3 clusters Score -1.37715e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -13772255.000000 Penalty: 5727.311035
	Iteration 3Q: 3 clusters Score -1.377226e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -13772914.000000 Penalty: 5727.311035
	Iteration 4Q: 3 clusters Score -1.377291e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -13773880.000000 Penalty: 5727.311035
	Iteration 5Q: 3 clusters Score -1.377388e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -13775109.000000 Penalty: 5727.311035
	Iteration 6Q: 3 clusters Score -1.377511e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -13776646.000000 Penalty: 5727.311035
	Iteration 7Q: 3 clusters Score -1.377665e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -13778841.000000 Penalty: 5727.311035
	Iteration 8Q: 3 clusters Score -1.377884e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -13781378.000000 Penalty: 5727.311035
	Iteration 9F: 3 clusters Score -1.378138e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -13784932.000000 Penalty: 5727.311035
	Iteration 10F: 3 clusters Score -1.378493e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -13789622.000000 Penalty: 5727.311035
	Iteration 11F: 3 clusters Score -1.378962e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -13794932.000000 Penalty: 5727.311035
	Iteration 12F: 3 clusters Score -1.379493e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -13798269.000000 Penalty: 5727.311035
	Iteration 13Q: 3 clusters Score -1.379827e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -13799626.000000 Penalty: 5727.311035
	Iteration 14Q: 3 clusters Score -1.379963e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -13800397.000000 Penalty: 5727.311035
	Iteration 15Q: 3 clusters Score -1.38004e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -13800911.000000 Penalty: 5727.311035
	Iteration 16Q: 3 clusters Score -1.380091e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -13801387.000000 Penalty: 5727.311035
	Iteration 17Q: 3 clusters Score -1.380139e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -13801881.000000 Penalty: 5727.311035
	Iteration 18Q: 3 clusters Score -1.380188e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -13802302.000000 Penalty: 5727.311035
	Iteration 19Q: 3 clusters Score -1.38023e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -13802665.000000 Penalty: 5727.311035
	Iteration 20F: 3 clusters Score -1.380266e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -13803107.000000 Penalty: 5727.311035
	Iteration 21Q: 3 clusters Score -1.380311e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -13803507.000000 Penalty: 5727.311035
	Iteration 22Q: 3 clusters Score -1.380351e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -13803982.000000 Penalty: 5727.311035
	Iteration 23Q: 3 clusters Score -1.380398e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -13804328.000000 Penalty: 5727.311035
	Iteration 24Q: 3 clusters Score -1.380433e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -13804732.000000 Penalty: 5727.311035
	Iteration 25Q: 3 clusters Score -1.380473e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -13805142.000000 Penalty: 5727.311035
	Iteration 26Q: 3 clusters Score -1.380514e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -13805542.000000 Penalty: 5727.311035
	Iteration 27Q: 3 clusters Score -1.380554e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -13805920.000000 Penalty: 5727.311035
	Iteration 28Q: 3 clusters Score -1.380592e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -13806308.000000 Penalty: 5727.311035
	Iteration 29Q: 3 clusters Score -1.380631e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -13806606.000000 Penalty: 5727.311035
	Iteration 30Q: 3 clusters Score -1.380661e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -13806947.000000 Penalty: 5727.311035
	Iteration 31Q: 3 clusters Score -1.380695e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 94204 members 
Entering Unmasked Estep 
Score: -13807259.000000 Penalty: 5727.311035
	Iteration 32Q: 3 clusters Score -1.380726e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13807539.000000 Penalty: 5727.311035
	Iteration 33Q: 3 clusters Score -1.380754e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -13807819.000000 Penalty: 5727.311035
	Iteration 34Q: 3 clusters Score -1.380782e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -13808005.000000 Penalty: 5727.311035
	Iteration 35Q: 3 clusters Score -1.3808e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -13808260.000000 Penalty: 5727.311035
	Iteration 36Q: 3 clusters Score -1.380826e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -13808494.000000 Penalty: 5727.311035
	Iteration 37Q: 3 clusters Score -1.380849e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -13808676.000000 Penalty: 5727.311035
	Iteration 38Q: 3 clusters Score -1.380868e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -13808798.000000 Penalty: 5727.311035
	Iteration 39Q: 3 clusters Score -1.38088e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -13808880.000000 Penalty: 5727.311035
	Iteration 40F: 3 clusters Score -1.380888e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -13808988.000000 Penalty: 5727.311035
	Iteration 41Q: 3 clusters Score -1.380899e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -13809085.000000 Penalty: 5727.311035
	Iteration 42Q: 3 clusters Score -1.380908e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -13809227.000000 Penalty: 5727.311035
	Iteration 43Q: 3 clusters Score -1.380923e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -13809300.000000 Penalty: 5727.311035
	Iteration 44Q: 3 clusters Score -1.38093e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -13809411.000000 Penalty: 5727.311035
	Iteration 45Q: 3 clusters Score -1.380941e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -13809486.000000 Penalty: 5727.311035
	Iteration 46Q: 3 clusters Score -1.380949e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -13809529.000000 Penalty: 5727.311035
	Iteration 47Q: 3 clusters Score -1.380953e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -13809538.000000 Penalty: 5727.311035
	Iteration 48Q: 3 clusters Score -1.380954e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -13809568.000000 Penalty: 5727.311035
	Iteration 49Q: 3 clusters Score -1.380957e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -13809613.000000 Penalty: 5727.311035
	Iteration 50Q: 3 clusters Score -1.380961e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -13809602.000000 Penalty: 5727.311035
	Iteration 51Q: 3 clusters Score -1.38096e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -13809631.000000 Penalty: 5727.311035
	Iteration 52Q: 3 clusters Score -1.380963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -13809631.000000 Penalty: 5727.311035
	Iteration 53Q: 3 clusters Score -1.380963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -13809633.000000 Penalty: 5727.311035
	Iteration 54Q: 3 clusters Score -1.380963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -13809646.000000 Penalty: 5727.311035
	Iteration 55Q: 3 clusters Score -1.380965e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -13809689.000000 Penalty: 5727.311035
	Iteration 56Q: 3 clusters Score -1.380969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -13809724.000000 Penalty: 5727.311035
	Iteration 57Q: 3 clusters Score -1.380972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 101873 members 
Entering Unmasked Estep 
Score: -13809724.000000 Penalty: 5727.311035
	Iteration 58Q: 3 clusters Score -1.380972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -13809732.000000 Penalty: 5727.311035
	Iteration 59Q: 3 clusters Score -1.380973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -13809739.000000 Penalty: 5727.311035
	Iteration 60F: 3 clusters Score -1.380974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -13809761.000000 Penalty: 5727.311035
	Iteration 61Q: 3 clusters Score -1.380976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -13809766.000000 Penalty: 5727.311035
	Iteration 62Q: 3 clusters Score -1.380977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -13809789.000000 Penalty: 5727.311035
	Iteration 63Q: 3 clusters Score -1.380979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -13809791.000000 Penalty: 5727.311035
	Iteration 64Q: 3 clusters Score -1.380979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -13809796.000000 Penalty: 5727.311035
	Iteration 65Q: 3 clusters Score -1.38098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -13809801.000000 Penalty: 5727.311035
	Iteration 66Q: 3 clusters Score -1.38098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 102147 members 
Entering Unmasked Estep 
Score: -13809817.000000 Penalty: 5727.311035
	Iteration 67Q: 3 clusters Score -1.380982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13809827.000000 Penalty: 5727.311035
	Iteration 68Q: 3 clusters Score -1.380983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -13809810.000000 Penalty: 5727.311035
	Iteration 69Q: 3 clusters Score -1.380981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -13809829.000000 Penalty: 5727.311035
	Iteration 70Q: 3 clusters Score -1.380983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -13809831.000000 Penalty: 5727.311035
	Iteration 71Q: 3 clusters Score -1.380983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -13809820.000000 Penalty: 5727.311035
	Iteration 72Q: 3 clusters Score -1.380982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -13809840.000000 Penalty: 5727.311035
	Iteration 73Q: 3 clusters Score -1.380984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -13809856.000000 Penalty: 5727.311035
	Iteration 74Q: 3 clusters Score -1.380986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -13809863.000000 Penalty: 5727.311035
	Iteration 75Q: 3 clusters Score -1.380986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -13809867.000000 Penalty: 5727.311035
	Iteration 76Q: 3 clusters Score -1.380987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -13809869.000000 Penalty: 5727.311035
	Iteration 77Q: 3 clusters Score -1.380987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -13809869.000000 Penalty: 5727.311035
	Iteration 78F: 3 clusters Score -1.380987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -518260.781250 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -518260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -514264.437500 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -514264.4 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -515260.531250 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -515260.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -515517.375000 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -515517.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -515698.625000 Penalty: 4136.510742
	Iteration 3F: 3 clusters Score -515698.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -515883.343750 Penalty: 4136.510742
	Iteration 4F: 3 clusters Score -515883.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -516078.531250 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -516078.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -516270.218750 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -516270.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -516434.906250 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -516434.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -516563.906250 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -516563.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -516685.968750 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -516686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -516773.343750 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -516773.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -516846.250000 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -516846.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -516919.125000 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -516919.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -517008.375000 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -517008.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -517091.812500 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -517091.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -517157.968750 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -517158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -517217.187500 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -517217.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -517251.437500 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -517251.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -517276.125000 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -517276.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -517292.343750 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -517292.3 nChanged 18
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: -517302.156250 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -517302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -517315.812500 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -517315.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -517326.437500 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -517326.4 nChanged 20
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: -517334.281250 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -517334.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -517341.062500 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -517341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -517344.843750 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -517344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -517349.531250 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -517349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -517353.375000 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -517353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -517354.593750 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -517354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -517356.687500 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -517356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -517357.375000 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -517357.4 nChanged 3
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: -517357.875000 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -517357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -517358.968750 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -517359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -517358.687500 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -517358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -517359.250000 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -517359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -517360.000000 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -517360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -517361.812500 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -517361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -517363.718750 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -517363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -517365.468750 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -517365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -517367.593750 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -517367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -517369.593750 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -517369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -517369.093750 Penalty: 4136.510742
	Iteration 41Q: 3 clusters Score -517369.1 nChanged 1
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: -517369.187500 Penalty: 4136.510742
	Iteration 42Q: 3 clusters Score -517369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -517370.375000 Penalty: 4136.510742
	Iteration 43Q: 3 clusters Score -517370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -517371.875000 Penalty: 4136.510742
	Iteration 44Q: 3 clusters Score -517371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -517373.093750 Penalty: 4136.510742
	Iteration 45Q: 3 clusters Score -517373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -517373.500000 Penalty: 4136.510742
	Iteration 46Q: 3 clusters Score -517373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -517373.312500 Penalty: 4136.510742
	Iteration 47Q: 3 clusters Score -517373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -517375.218750 Penalty: 4136.510742
	Iteration 48Q: 3 clusters Score -517375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -517374.812500 Penalty: 4136.510742
	Iteration 49Q: 3 clusters Score -517374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -517374.812500 Penalty: 4136.510742
	Iteration 50F: 3 clusters Score -517374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Entering Unmasked Estep 
Score: -1028415.125000 Penalty: 2222.514160
	Iteration 0F: 2 clusters Score -1028415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1022110.437500 Penalty: 4445.028320
	Iteration 0F: 3 clusters Score -1022110 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1023759.687500 Penalty: 4445.028320
	Iteration 1F: 3 clusters Score -1023760 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1024016.062500 Penalty: 4445.028320
	Iteration 2F: 3 clusters Score -1024016 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1024214.875000 Penalty: 4445.028320
	Iteration 3F: 3 clusters Score -1024215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1024430.000000 Penalty: 4445.028320
	Iteration 4Q: 3 clusters Score -1024430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1024712.375000 Penalty: 4445.028320
	Iteration 5F: 3 clusters Score -1024712 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1025064.500000 Penalty: 4445.028320
	Iteration 6F: 3 clusters Score -1025064 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1025412.437500 Penalty: 4445.028320
	Iteration 7F: 3 clusters Score -1025412 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1025740.812500 Penalty: 4445.028320
	Iteration 8F: 3 clusters Score -1025741 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1025976.437500 Penalty: 4445.028320
	Iteration 9Q: 3 clusters Score -1025976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1026130.625000 Penalty: 4445.028320
	Iteration 10Q: 3 clusters Score -1026131 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1026247.875000 Penalty: 4445.028320
	Iteration 11Q: 3 clusters Score -1026248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1026318.937500 Penalty: 4445.028320
	Iteration 12Q: 3 clusters Score -1026319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1026372.250000 Penalty: 4445.028320
	Iteration 13Q: 3 clusters Score -1026372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1026417.000000 Penalty: 4445.028320
	Iteration 14Q: 3 clusters Score -1026417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1026449.750000 Penalty: 4445.028320
	Iteration 15Q: 3 clusters Score -1026450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1026471.312500 Penalty: 4445.028320
	Iteration 16Q: 3 clusters Score -1026471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1026486.687500 Penalty: 4445.028320
	Iteration 17Q: 3 clusters Score -1026487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1026498.875000 Penalty: 4445.028320
	Iteration 18Q: 3 clusters Score -1026499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1026506.687500 Penalty: 4445.028320
	Iteration 19Q: 3 clusters Score -1026507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1026521.437500 Penalty: 4445.028320
	Iteration 20F: 3 clusters Score -1026521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1026535.187500 Penalty: 4445.028320
	Iteration 21Q: 3 clusters Score -1026535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1026547.375000 Penalty: 4445.028320
	Iteration 22Q: 3 clusters Score -1026547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1026558.187500 Penalty: 4445.028320
	Iteration 23Q: 3 clusters Score -1026558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1026564.875000 Penalty: 4445.028320
	Iteration 24Q: 3 clusters Score -1026565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1026567.562500 Penalty: 4445.028320
	Iteration 25Q: 3 clusters Score -1026568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1026577.062500 Penalty: 4445.028320
	Iteration 26Q: 3 clusters Score -1026577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1026578.437500 Penalty: 4445.028320
	Iteration 27Q: 3 clusters Score -1026578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1026580.812500 Penalty: 4445.028320
	Iteration 28Q: 3 clusters Score -1026581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1026581.000000 Penalty: 4445.028320
	Iteration 29Q: 3 clusters Score -1026581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1026582.687500 Penalty: 4445.028320
	Iteration 30Q: 3 clusters Score -1026583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1026583.000000 Penalty: 4445.028320
	Iteration 31Q: 3 clusters Score -1026583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1026582.625000 Penalty: 4445.028320
	Iteration 32Q: 3 clusters Score -1026583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1026582.625000 Penalty: 4445.028320
	Iteration 33F: 3 clusters Score -1026583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Entering Unmasked Estep 
Score: -2478974.250000 Penalty: 2459.463867
	Iteration 0F: 2 clusters Score -2478974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2464746.500000 Penalty: 4918.927734
	Iteration 0F: 3 clusters Score -2464746 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2469673.250000 Penalty: 4918.927734
	Iteration 1F: 3 clusters Score -2469673 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2470349.750000 Penalty: 4918.927734
	Iteration 2F: 3 clusters Score -2470350 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2471067.500000 Penalty: 4918.927734
	Iteration 3F: 3 clusters Score -2471068 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2471813.250000 Penalty: 4918.927734
	Iteration 4F: 3 clusters Score -2471813 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2472498.500000 Penalty: 4918.927734
	Iteration 5F: 3 clusters Score -2472498 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2473135.250000 Penalty: 4918.927734
	Iteration 6F: 3 clusters Score -2473135 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2473765.250000 Penalty: 4918.927734
	Iteration 7Q: 3 clusters Score -2473765 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2474291.000000 Penalty: 4918.927734
	Iteration 8Q: 3 clusters Score -2474291 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2474672.750000 Penalty: 4918.927734
	Iteration 9Q: 3 clusters Score -2474673 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2474975.500000 Penalty: 4918.927734
	Iteration 10Q: 3 clusters Score -2474976 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2475222.500000 Penalty: 4918.927734
	Iteration 11Q: 3 clusters Score -2475222 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2475433.500000 Penalty: 4918.927734
	Iteration 12Q: 3 clusters Score -2475434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2475584.000000 Penalty: 4918.927734
	Iteration 13Q: 3 clusters Score -2475584 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2475708.000000 Penalty: 4918.927734
	Iteration 14Q: 3 clusters Score -2475708 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2475805.750000 Penalty: 4918.927734
	Iteration 15Q: 3 clusters Score -2475806 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2475903.000000 Penalty: 4918.927734
	Iteration 16Q: 3 clusters Score -2475903 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2475978.750000 Penalty: 4918.927734
	Iteration 17Q: 3 clusters Score -2475979 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2476040.750000 Penalty: 4918.927734
	Iteration 18Q: 3 clusters Score -2476041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2476087.000000 Penalty: 4918.927734
	Iteration 19Q: 3 clusters Score -2476087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2476130.000000 Penalty: 4918.927734
	Iteration 20F: 3 clusters Score -2476130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2476162.000000 Penalty: 4918.927734
	Iteration 21Q: 3 clusters Score -2476162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2476214.500000 Penalty: 4918.927734
	Iteration 22Q: 3 clusters Score -2476214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2476240.000000 Penalty: 4918.927734
	Iteration 23Q: 3 clusters Score -2476240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2476270.500000 Penalty: 4918.927734
	Iteration 24Q: 3 clusters Score -2476270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2476292.000000 Penalty: 4918.927734
	Iteration 25Q: 3 clusters Score -2476292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2476316.750000 Penalty: 4918.927734
	Iteration 26Q: 3 clusters Score -2476317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2476351.500000 Penalty: 4918.927734
	Iteration 27Q: 3 clusters Score -2476352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2476381.500000 Penalty: 4918.927734
	Iteration 28Q: 3 clusters Score -2476382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2476414.000000 Penalty: 4918.927734
	Iteration 29Q: 3 clusters Score -2476414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2476430.250000 Penalty: 4918.927734
	Iteration 30Q: 3 clusters Score -2476430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2476453.750000 Penalty: 4918.927734
	Iteration 31Q: 3 clusters Score -2476454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2476477.500000 Penalty: 4918.927734
	Iteration 32Q: 3 clusters Score -2476478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2476531.750000 Penalty: 4918.927734
	Iteration 33Q: 3 clusters Score -2476532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2476559.750000 Penalty: 4918.927734
	Iteration 34Q: 3 clusters Score -2476560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2476594.500000 Penalty: 4918.927734
	Iteration 35Q: 3 clusters Score -2476594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2476629.500000 Penalty: 4918.927734
	Iteration 36Q: 3 clusters Score -2476630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2476660.750000 Penalty: 4918.927734
	Iteration 37Q: 3 clusters Score -2476661 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2476699.250000 Penalty: 4918.927734
	Iteration 38Q: 3 clusters Score -2476699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2476721.000000 Penalty: 4918.927734
	Iteration 39Q: 3 clusters Score -2476721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2476754.000000 Penalty: 4918.927734
	Iteration 40F: 3 clusters Score -2476754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2476772.750000 Penalty: 4918.927734
	Iteration 41Q: 3 clusters Score -2476773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2476795.250000 Penalty: 4918.927734
	Iteration 42Q: 3 clusters Score -2476795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2476809.750000 Penalty: 4918.927734
	Iteration 43Q: 3 clusters Score -2476810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2476835.250000 Penalty: 4918.927734
	Iteration 44Q: 3 clusters Score -2476835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2476858.500000 Penalty: 4918.927734
	Iteration 45Q: 3 clusters Score -2476858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2476886.000000 Penalty: 4918.927734
	Iteration 46Q: 3 clusters Score -2476886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2476903.500000 Penalty: 4918.927734
	Iteration 47Q: 3 clusters Score -2476904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2476927.500000 Penalty: 4918.927734
	Iteration 48Q: 3 clusters Score -2476928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2476943.500000 Penalty: 4918.927734
	Iteration 49Q: 3 clusters Score -2476944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2476962.500000 Penalty: 4918.927734
	Iteration 50Q: 3 clusters Score -2476962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2476976.250000 Penalty: 4918.927734
	Iteration 51Q: 3 clusters Score -2476976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2476988.250000 Penalty: 4918.927734
	Iteration 52Q: 3 clusters Score -2476988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2477000.250000 Penalty: 4918.927734
	Iteration 53Q: 3 clusters Score -2477000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2477013.250000 Penalty: 4918.927734
	Iteration 54Q: 3 clusters Score -2477013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2477016.000000 Penalty: 4918.927734
	Iteration 55Q: 3 clusters Score -2477016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2477028.500000 Penalty: 4918.927734
	Iteration 56Q: 3 clusters Score -2477028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2477038.250000 Penalty: 4918.927734
	Iteration 57Q: 3 clusters Score -2477038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2477045.750000 Penalty: 4918.927734
	Iteration 58Q: 3 clusters Score -2477046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2477050.000000 Penalty: 4918.927734
	Iteration 59Q: 3 clusters Score -2477050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2477048.750000 Penalty: 4918.927734
	Iteration 60F: 3 clusters Score -2477049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2477050.250000 Penalty: 4918.927734
	Iteration 61Q: 3 clusters Score -2477050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2477054.250000 Penalty: 4918.927734
	Iteration 62Q: 3 clusters Score -2477054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2477063.000000 Penalty: 4918.927734
	Iteration 63Q: 3 clusters Score -2477063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2477067.250000 Penalty: 4918.927734
	Iteration 64Q: 3 clusters Score -2477067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2477077.250000 Penalty: 4918.927734
	Iteration 65Q: 3 clusters Score -2477077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2477081.500000 Penalty: 4918.927734
	Iteration 66Q: 3 clusters Score -2477082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2477083.000000 Penalty: 4918.927734
	Iteration 67Q: 3 clusters Score -2477083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2477083.500000 Penalty: 4918.927734
	Iteration 68Q: 3 clusters Score -2477084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2477081.500000 Penalty: 4918.927734
	Iteration 69Q: 3 clusters Score -2477082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2477082.750000 Penalty: 4918.927734
	Iteration 70Q: 3 clusters Score -2477083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2477088.000000 Penalty: 4918.927734
	Iteration 71Q: 3 clusters Score -2477088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2477090.750000 Penalty: 4918.927734
	Iteration 72Q: 3 clusters Score -2477091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2477090.750000 Penalty: 4918.927734
	Iteration 73Q: 3 clusters Score -2477091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2477100.250000 Penalty: 4918.927734
	Iteration 74Q: 3 clusters Score -2477100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2477105.500000 Penalty: 4918.927734
	Iteration 75Q: 3 clusters Score -2477106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2477104.250000 Penalty: 4918.927734
	Iteration 76Q: 3 clusters Score -2477104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2477107.750000 Penalty: 4918.927734
	Iteration 77Q: 3 clusters Score -2477108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2477112.250000 Penalty: 4918.927734
	Iteration 78Q: 3 clusters Score -2477112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2477119.750000 Penalty: 4918.927734
	Iteration 79Q: 3 clusters Score -2477120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2477120.000000 Penalty: 4918.927734
	Iteration 80F: 3 clusters Score -2477120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2477121.000000 Penalty: 4918.927734
	Iteration 81Q: 3 clusters Score -2477121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2477123.000000 Penalty: 4918.927734
	Iteration 82Q: 3 clusters Score -2477123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2477121.250000 Penalty: 4918.927734
	Iteration 83Q: 3 clusters Score -2477121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2477124.750000 Penalty: 4918.927734
	Iteration 84Q: 3 clusters Score -2477125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2477129.000000 Penalty: 4918.927734
	Iteration 85Q: 3 clusters Score -2477129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2477127.500000 Penalty: 4918.927734
	Iteration 86Q: 3 clusters Score -2477128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2477128.000000 Penalty: 4918.927734
	Iteration 87Q: 3 clusters Score -2477128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2477131.750000 Penalty: 4918.927734
	Iteration 88Q: 3 clusters Score -2477132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2477135.250000 Penalty: 4918.927734
	Iteration 89Q: 3 clusters Score -2477135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2477144.500000 Penalty: 4918.927734
	Iteration 90Q: 3 clusters Score -2477144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2477152.250000 Penalty: 4918.927734
	Iteration 91Q: 3 clusters Score -2477152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2477154.000000 Penalty: 4918.927734
	Iteration 92Q: 3 clusters Score -2477154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2477159.750000 Penalty: 4918.927734
	Iteration 93Q: 3 clusters Score -2477160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2477171.750000 Penalty: 4918.927734
	Iteration 94Q: 3 clusters Score -2477172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2477178.500000 Penalty: 4918.927734
	Iteration 95Q: 3 clusters Score -2477178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2477176.000000 Penalty: 4918.927734
	Iteration 96Q: 3 clusters Score -2477176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2477180.750000 Penalty: 4918.927734
	Iteration 97Q: 3 clusters Score -2477181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2477188.750000 Penalty: 4918.927734
	Iteration 98Q: 3 clusters Score -2477189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2477197.000000 Penalty: 4918.927734
	Iteration 99Q: 3 clusters Score -2477197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2477203.500000 Penalty: 4918.927734
	Iteration 100F: 3 clusters Score -2477204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2477210.750000 Penalty: 4918.927734
	Iteration 101Q: 3 clusters Score -2477211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2477211.500000 Penalty: 4918.927734
	Iteration 102Q: 3 clusters Score -2477212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2477216.500000 Penalty: 4918.927734
	Iteration 103Q: 3 clusters Score -2477216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2477229.750000 Penalty: 4918.927734
	Iteration 104Q: 3 clusters Score -2477230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2477230.250000 Penalty: 4918.927734
	Iteration 105Q: 3 clusters Score -2477230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2477244.500000 Penalty: 4918.927734
	Iteration 106Q: 3 clusters Score -2477244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2477252.750000 Penalty: 4918.927734
	Iteration 107Q: 3 clusters Score -2477253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2477264.000000 Penalty: 4918.927734
	Iteration 108Q: 3 clusters Score -2477264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2477265.000000 Penalty: 4918.927734
	Iteration 109Q: 3 clusters Score -2477265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2477266.250000 Penalty: 4918.927734
	Iteration 110Q: 3 clusters Score -2477266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2477271.000000 Penalty: 4918.927734
	Iteration 111Q: 3 clusters Score -2477271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2477275.500000 Penalty: 4918.927734
	Iteration 112Q: 3 clusters Score -2477276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2477281.750000 Penalty: 4918.927734
	Iteration 113Q: 3 clusters Score -2477282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2477283.250000 Penalty: 4918.927734
	Iteration 114Q: 3 clusters Score -2477283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2477283.250000 Penalty: 4918.927734
	Iteration 115Q: 3 clusters Score -2477283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2477285.500000 Penalty: 4918.927734
	Iteration 116Q: 3 clusters Score -2477286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2477292.000000 Penalty: 4918.927734
	Iteration 117Q: 3 clusters Score -2477292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2477298.000000 Penalty: 4918.927734
	Iteration 118Q: 3 clusters Score -2477298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2477303.750000 Penalty: 4918.927734
	Iteration 119Q: 3 clusters Score -2477304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2477306.000000 Penalty: 4918.927734
	Iteration 120F: 3 clusters Score -2477306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2477305.750000 Penalty: 4918.927734
	Iteration 121Q: 3 clusters Score -2477306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2477310.250000 Penalty: 4918.927734
	Iteration 122Q: 3 clusters Score -2477310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2477308.000000 Penalty: 4918.927734
	Iteration 123Q: 3 clusters Score -2477308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2477312.250000 Penalty: 4918.927734
	Iteration 124Q: 3 clusters Score -2477312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2477314.000000 Penalty: 4918.927734
	Iteration 125Q: 3 clusters Score -2477314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2477318.750000 Penalty: 4918.927734
	Iteration 126Q: 3 clusters Score -2477319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2477320.250000 Penalty: 4918.927734
	Iteration 127Q: 3 clusters Score -2477320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2477321.000000 Penalty: 4918.927734
	Iteration 128Q: 3 clusters Score -2477321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2477318.750000 Penalty: 4918.927734
	Iteration 129Q: 3 clusters Score -2477319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2477317.500000 Penalty: 4918.927734
	Iteration 130Q: 3 clusters Score -2477318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2477319.750000 Penalty: 4918.927734
	Iteration 131Q: 3 clusters Score -2477320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2477319.750000 Penalty: 4918.927734
	Iteration 132Q: 3 clusters Score -2477320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2477320.250000 Penalty: 4918.927734
	Iteration 133Q: 3 clusters Score -2477320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2477320.000000 Penalty: 4918.927734
	Iteration 134Q: 3 clusters Score -2477320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2477320.000000 Penalty: 4918.927734
	Iteration 135F: 3 clusters Score -2477320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -664158.312500 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -664158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -659601.750000 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -659601.8 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -660635.312500 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -660635.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -660850.375000 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -660850.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -660971.312500 Penalty: 4233.376465
	Iteration 3Q: 3 clusters Score -660971.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -661048.000000 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -661048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -661116.562500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -661116.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -661174.812500 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -661174.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -661230.187500 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -661230.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -661294.687500 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -661294.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -661360.000000 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -661360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -661432.625000 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -661432.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -661517.187500 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -661517.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -661609.250000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -661609.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -661725.125000 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -661725.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -661834.625000 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -661834.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -661945.437500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -661945.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662041.375000 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -662041.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -662121.625000 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -662121.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -662195.000000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -662195 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -662243.875000 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -662243.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -662275.687500 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -662275.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -662309.312500 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -662309.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -662339.000000 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -662339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -662365.187500 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -662365.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -662385.562500 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -662385.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -662406.000000 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -662406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -662421.437500 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -662421.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -662436.562500 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -662436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -662451.437500 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -662451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -662459.062500 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -662459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -662463.000000 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -662463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -662466.937500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -662466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -662471.312500 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -662471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -662475.500000 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -662475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -662479.625000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -662479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -662480.750000 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -662480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -662484.125000 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -662484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -662485.875000 Penalty: 4233.376465
	Iteration 37Q: 3 clusters Score -662485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -662487.625000 Penalty: 4233.376465
	Iteration 38Q: 3 clusters Score -662487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -662489.312500 Penalty: 4233.376465
	Iteration 39Q: 3 clusters Score -662489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -662489.312500 Penalty: 4233.376465
	Iteration 40F: 3 clusters Score -662489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Entering Unmasked Estep 
Score: -2090314.125000 Penalty: 2399.995850
	Iteration 0F: 2 clusters Score -2090314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2078942.000000 Penalty: 4799.991699
	Iteration 0F: 3 clusters Score -2078942 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2082613.375000 Penalty: 4799.991699
	Iteration 1F: 3 clusters Score -2082613 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2083040.000000 Penalty: 4799.991699
	Iteration 2F: 3 clusters Score -2083040 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2083385.750000 Penalty: 4799.991699
	Iteration 3F: 3 clusters Score -2083386 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2083734.000000 Penalty: 4799.991699
	Iteration 4Q: 3 clusters Score -2083734 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2084251.750000 Penalty: 4799.991699
	Iteration 5Q: 3 clusters Score -2084252 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2084980.500000 Penalty: 4799.991699
	Iteration 6F: 3 clusters Score -2084980 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2085911.875000 Penalty: 4799.991699
	Iteration 7F: 3 clusters Score -2085912 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2086910.375000 Penalty: 4799.991699
	Iteration 8F: 3 clusters Score -2086910 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2087824.875000 Penalty: 4799.991699
	Iteration 9F: 3 clusters Score -2087825 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2088504.500000 Penalty: 4799.991699
	Iteration 10F: 3 clusters Score -2088504 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2089016.250000 Penalty: 4799.991699
	Iteration 11Q: 3 clusters Score -2089016 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2089356.250000 Penalty: 4799.991699
	Iteration 12Q: 3 clusters Score -2089356 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2089647.000000 Penalty: 4799.991699
	Iteration 13Q: 3 clusters Score -2089647 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2089867.375000 Penalty: 4799.991699
	Iteration 14Q: 3 clusters Score -2089867 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2090004.500000 Penalty: 4799.991699
	Iteration 15Q: 3 clusters Score -2090004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2090098.250000 Penalty: 4799.991699
	Iteration 16Q: 3 clusters Score -2090098 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2090174.875000 Penalty: 4799.991699
	Iteration 17Q: 3 clusters Score -2090175 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2090222.875000 Penalty: 4799.991699
	Iteration 18Q: 3 clusters Score -2090223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2090254.125000 Penalty: 4799.991699
	Iteration 19Q: 3 clusters Score -2090254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2090290.125000 Penalty: 4799.991699
	Iteration 20F: 3 clusters Score -2090290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2090293.125000 Penalty: 4799.991699
	Iteration 21Q: 3 clusters Score -2090293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2090304.875000 Penalty: 4799.991699
	Iteration 22Q: 3 clusters Score -2090305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2090316.750000 Penalty: 4799.991699
	Iteration 23Q: 3 clusters Score -2090317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2090330.125000 Penalty: 4799.991699
	Iteration 24Q: 3 clusters Score -2090330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2090349.750000 Penalty: 4799.991699
	Iteration 25Q: 3 clusters Score -2090350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2090358.500000 Penalty: 4799.991699
	Iteration 26Q: 3 clusters Score -2090358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2090369.250000 Penalty: 4799.991699
	Iteration 27Q: 3 clusters Score -2090369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2090377.375000 Penalty: 4799.991699
	Iteration 28Q: 3 clusters Score -2090377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2090386.250000 Penalty: 4799.991699
	Iteration 29Q: 3 clusters Score -2090386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2090397.125000 Penalty: 4799.991699
	Iteration 30Q: 3 clusters Score -2090397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2090402.625000 Penalty: 4799.991699
	Iteration 31Q: 3 clusters Score -2090403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2090402.625000 Penalty: 4799.991699
	Iteration 32Q: 3 clusters Score -2090403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2090405.625000 Penalty: 4799.991699
	Iteration 33Q: 3 clusters Score -2090406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2090406.750000 Penalty: 4799.991699
	Iteration 34Q: 3 clusters Score -2090407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2090415.000000 Penalty: 4799.991699
	Iteration 35Q: 3 clusters Score -2090415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2090408.000000 Penalty: 4799.991699
	Iteration 36Q: 3 clusters Score -2090408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2090414.000000 Penalty: 4799.991699
	Iteration 37Q: 3 clusters Score -2090414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2090411.375000 Penalty: 4799.991699
	Iteration 38Q: 3 clusters Score -2090411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2090416.125000 Penalty: 4799.991699
	Iteration 39Q: 3 clusters Score -2090416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2090416.875000 Penalty: 4799.991699
	Iteration 40F: 3 clusters Score -2090417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2090419.375000 Penalty: 4799.991699
	Iteration 41Q: 3 clusters Score -2090419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2090424.250000 Penalty: 4799.991699
	Iteration 42Q: 3 clusters Score -2090424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2090431.750000 Penalty: 4799.991699
	Iteration 43Q: 3 clusters Score -2090432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2090432.125000 Penalty: 4799.991699
	Iteration 44Q: 3 clusters Score -2090432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2090434.875000 Penalty: 4799.991699
	Iteration 45Q: 3 clusters Score -2090435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2090436.000000 Penalty: 4799.991699
	Iteration 46Q: 3 clusters Score -2090436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2090442.000000 Penalty: 4799.991699
	Iteration 47Q: 3 clusters Score -2090442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2090440.250000 Penalty: 4799.991699
	Iteration 48Q: 3 clusters Score -2090440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2090446.000000 Penalty: 4799.991699
	Iteration 49Q: 3 clusters Score -2090446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2090452.875000 Penalty: 4799.991699
	Iteration 50Q: 3 clusters Score -2090453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2090455.750000 Penalty: 4799.991699
	Iteration 51Q: 3 clusters Score -2090456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2090459.375000 Penalty: 4799.991699
	Iteration 52Q: 3 clusters Score -2090459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2090476.625000 Penalty: 4799.991699
	Iteration 53Q: 3 clusters Score -2090477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2090474.875000 Penalty: 4799.991699
	Iteration 54Q: 3 clusters Score -2090475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2090483.500000 Penalty: 4799.991699
	Iteration 55Q: 3 clusters Score -2090484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2090483.125000 Penalty: 4799.991699
	Iteration 56Q: 3 clusters Score -2090483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2090479.625000 Penalty: 4799.991699
	Iteration 57Q: 3 clusters Score -2090480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2090484.000000 Penalty: 4799.991699
	Iteration 58Q: 3 clusters Score -2090484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2090483.125000 Penalty: 4799.991699
	Iteration 59Q: 3 clusters Score -2090483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2090485.625000 Penalty: 4799.991699
	Iteration 60F: 3 clusters Score -2090486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2090484.750000 Penalty: 4799.991699
	Iteration 61Q: 3 clusters Score -2090485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2090485.250000 Penalty: 4799.991699
	Iteration 62Q: 3 clusters Score -2090485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2090484.500000 Penalty: 4799.991699
	Iteration 63Q: 3 clusters Score -2090484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2090489.750000 Penalty: 4799.991699
	Iteration 64Q: 3 clusters Score -2090490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2090491.375000 Penalty: 4799.991699
	Iteration 65Q: 3 clusters Score -2090491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2090493.250000 Penalty: 4799.991699
	Iteration 66Q: 3 clusters Score -2090493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2090491.750000 Penalty: 4799.991699
	Iteration 67Q: 3 clusters Score -2090492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2090491.625000 Penalty: 4799.991699
	Iteration 68Q: 3 clusters Score -2090492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2090489.000000 Penalty: 4799.991699
	Iteration 69Q: 3 clusters Score -2090489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2090485.750000 Penalty: 4799.991699
	Iteration 70Q: 3 clusters Score -2090486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2090486.750000 Penalty: 4799.991699
	Iteration 71Q: 3 clusters Score -2090487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2090492.250000 Penalty: 4799.991699
	Iteration 72Q: 3 clusters Score -2090492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2090494.875000 Penalty: 4799.991699
	Iteration 73Q: 3 clusters Score -2090495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2090501.500000 Penalty: 4799.991699
	Iteration 74Q: 3 clusters Score -2090502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2090498.250000 Penalty: 4799.991699
	Iteration 75Q: 3 clusters Score -2090498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2090498.875000 Penalty: 4799.991699
	Iteration 76Q: 3 clusters Score -2090499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2090498.500000 Penalty: 4799.991699
	Iteration 77Q: 3 clusters Score -2090498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2090500.875000 Penalty: 4799.991699
	Iteration 78Q: 3 clusters Score -2090501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2090509.500000 Penalty: 4799.991699
	Iteration 79Q: 3 clusters Score -2090510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2090504.375000 Penalty: 4799.991699
	Iteration 80F: 3 clusters Score -2090504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2090507.250000 Penalty: 4799.991699
	Iteration 81Q: 3 clusters Score -2090507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2090512.500000 Penalty: 4799.991699
	Iteration 82Q: 3 clusters Score -2090512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2090507.500000 Penalty: 4799.991699
	Iteration 83Q: 3 clusters Score -2090508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2090508.500000 Penalty: 4799.991699
	Iteration 84Q: 3 clusters Score -2090508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2090507.875000 Penalty: 4799.991699
	Iteration 85Q: 3 clusters Score -2090508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2090509.625000 Penalty: 4799.991699
	Iteration 86Q: 3 clusters Score -2090510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2090511.125000 Penalty: 4799.991699
	Iteration 87Q: 3 clusters Score -2090511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2090511.875000 Penalty: 4799.991699
	Iteration 88Q: 3 clusters Score -2090512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2090513.000000 Penalty: 4799.991699
	Iteration 89Q: 3 clusters Score -2090513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2090510.500000 Penalty: 4799.991699
	Iteration 90Q: 3 clusters Score -2090510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2090511.375000 Penalty: 4799.991699
	Iteration 91Q: 3 clusters Score -2090511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2090511.375000 Penalty: 4799.991699
	Iteration 92F: 3 clusters Score -2090511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 28125 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 130256 members 
Mstep: Class 7 contains 228295 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 20661 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80362 members 
Mstep: Class 16 contains 90075 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 168864 members 
Mstep: Class 20 contains 103466 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20276 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 13629 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117421 members 
Mstep: Class 30 contains 82769 members 
Mstep: Class 31 contains 17609 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 7818 members 
Entering Unmasked Estep 
Score: -181113088.000000 Penalty: 119358.375000
Splitting cluster 25 changes total score from -181114608.000000 to -181113088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (13629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Entering Unmasked Estep 
Score: -1771050.875000 Penalty: 2360.948730
	Iteration 0F: 2 clusters Score -1771051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1761090.875000 Penalty: 4721.897461
	Iteration 0F: 3 clusters Score -1761091 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1764296.125000 Penalty: 4721.897461
	Iteration 1F: 3 clusters Score -1764296 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1764816.625000 Penalty: 4721.897461
	Iteration 2F: 3 clusters Score -1764817 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1765334.500000 Penalty: 4721.897461
	Iteration 3F: 3 clusters Score -1765334 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1765853.500000 Penalty: 4721.897461
	Iteration 4F: 3 clusters Score -1765854 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1766365.625000 Penalty: 4721.897461
	Iteration 5F: 3 clusters Score -1766366 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1766857.250000 Penalty: 4721.897461
	Iteration 6F: 3 clusters Score -1766857 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1767355.500000 Penalty: 4721.897461
	Iteration 7Q: 3 clusters Score -1767356 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1767781.500000 Penalty: 4721.897461
	Iteration 8Q: 3 clusters Score -1767782 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1768144.875000 Penalty: 4721.897461
	Iteration 9Q: 3 clusters Score -1768145 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1768432.375000 Penalty: 4721.897461
	Iteration 10Q: 3 clusters Score -1768432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1768669.875000 Penalty: 4721.897461
	Iteration 11Q: 3 clusters Score -1768670 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1768862.500000 Penalty: 4721.897461
	Iteration 12Q: 3 clusters Score -1768862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1769019.125000 Penalty: 4721.897461
	Iteration 13Q: 3 clusters Score -1769019 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1769151.625000 Penalty: 4721.897461
	Iteration 14Q: 3 clusters Score -1769152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1769267.500000 Penalty: 4721.897461
	Iteration 15Q: 3 clusters Score -1769268 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1769346.125000 Penalty: 4721.897461
	Iteration 16Q: 3 clusters Score -1769346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1769410.000000 Penalty: 4721.897461
	Iteration 17Q: 3 clusters Score -1769410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1769491.875000 Penalty: 4721.897461
	Iteration 18Q: 3 clusters Score -1769492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1769578.125000 Penalty: 4721.897461
	Iteration 19Q: 3 clusters Score -1769578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1769648.750000 Penalty: 4721.897461
	Iteration 20F: 3 clusters Score -1769649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1769691.875000 Penalty: 4721.897461
	Iteration 21Q: 3 clusters Score -1769692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1769715.625000 Penalty: 4721.897461
	Iteration 22Q: 3 clusters Score -1769716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1769739.000000 Penalty: 4721.897461
	Iteration 23Q: 3 clusters Score -1769739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1769748.625000 Penalty: 4721.897461
	Iteration 24Q: 3 clusters Score -1769749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1769759.500000 Penalty: 4721.897461
	Iteration 25Q: 3 clusters Score -1769760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1769768.375000 Penalty: 4721.897461
	Iteration 26Q: 3 clusters Score -1769768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1769766.000000 Penalty: 4721.897461
	Iteration 27Q: 3 clusters Score -1769766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1769775.500000 Penalty: 4721.897461
	Iteration 28Q: 3 clusters Score -1769776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1769777.625000 Penalty: 4721.897461
	Iteration 29Q: 3 clusters Score -1769778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1769784.500000 Penalty: 4721.897461
	Iteration 30Q: 3 clusters Score -1769784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1769785.125000 Penalty: 4721.897461
	Iteration 31Q: 3 clusters Score -1769785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1769784.500000 Penalty: 4721.897461
	Iteration 32Q: 3 clusters Score -1769784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1769788.375000 Penalty: 4721.897461
	Iteration 33Q: 3 clusters Score -1769788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1769789.000000 Penalty: 4721.897461
	Iteration 34Q: 3 clusters Score -1769789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1769789.125000 Penalty: 4721.897461
	Iteration 35Q: 3 clusters Score -1769789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1769789.125000 Penalty: 4721.897461
	Iteration 36F: 3 clusters Score -1769789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -5695915.000000 Penalty: 2640.419434
	Iteration 0F: 2 clusters Score -5695915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5667537.500000 Penalty: 5280.838867
	Iteration 0F: 3 clusters Score -5667538 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5677995.500000 Penalty: 5280.838867
	Iteration 1F: 3 clusters Score -5677996 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5678515.000000 Penalty: 5280.838867
	Iteration 2Q: 3 clusters Score -5678515 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -5679082.500000 Penalty: 5280.838867
	Iteration 3Q: 3 clusters Score -5679082 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5679606.500000 Penalty: 5280.838867
	Iteration 4Q: 3 clusters Score -5679606 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5680302.500000 Penalty: 5280.838867
	Iteration 5Q: 3 clusters Score -5680302 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5681090.500000 Penalty: 5280.838867
	Iteration 6Q: 3 clusters Score -5681090 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5682075.500000 Penalty: 5280.838867
	Iteration 7Q: 3 clusters Score -5682076 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -5683232.500000 Penalty: 5280.838867
	Iteration 8Q: 3 clusters Score -5683232 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5684528.000000 Penalty: 5280.838867
	Iteration 9F: 3 clusters Score -5684528 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5685836.000000 Penalty: 5280.838867
	Iteration 10F: 3 clusters Score -5685836 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5687244.000000 Penalty: 5280.838867
	Iteration 11F: 3 clusters Score -5687244 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5688620.000000 Penalty: 5280.838867
	Iteration 12Q: 3 clusters Score -5688620 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5689849.000000 Penalty: 5280.838867
	Iteration 13Q: 3 clusters Score -5689849 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -5690939.500000 Penalty: 5280.838867
	Iteration 14Q: 3 clusters Score -5690940 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5691778.000000 Penalty: 5280.838867
	Iteration 15Q: 3 clusters Score -5691778 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5692390.500000 Penalty: 5280.838867
	Iteration 16Q: 3 clusters Score -5692390 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5692810.000000 Penalty: 5280.838867
	Iteration 17Q: 3 clusters Score -5692810 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5693050.500000 Penalty: 5280.838867
	Iteration 18Q: 3 clusters Score -5693050 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5693219.000000 Penalty: 5280.838867
	Iteration 19Q: 3 clusters Score -5693219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5693321.500000 Penalty: 5280.838867
	Iteration 20F: 3 clusters Score -5693322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5693439.500000 Penalty: 5280.838867
	Iteration 21Q: 3 clusters Score -5693440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5693528.000000 Penalty: 5280.838867
	Iteration 22Q: 3 clusters Score -5693528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5693568.000000 Penalty: 5280.838867
	Iteration 23Q: 3 clusters Score -5693568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5693616.000000 Penalty: 5280.838867
	Iteration 24Q: 3 clusters Score -5693616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5693647.500000 Penalty: 5280.838867
	Iteration 25Q: 3 clusters Score -5693648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5693658.500000 Penalty: 5280.838867
	Iteration 26Q: 3 clusters Score -5693658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5693664.000000 Penalty: 5280.838867
	Iteration 27Q: 3 clusters Score -5693664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5693685.000000 Penalty: 5280.838867
	Iteration 28Q: 3 clusters Score -5693685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5693705.000000 Penalty: 5280.838867
	Iteration 29Q: 3 clusters Score -5693705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5693719.000000 Penalty: 5280.838867
	Iteration 30Q: 3 clusters Score -5693719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5693719.500000 Penalty: 5280.838867
	Iteration 31Q: 3 clusters Score -5693720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5693730.000000 Penalty: 5280.838867
	Iteration 32Q: 3 clusters Score -5693730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5693735.500000 Penalty: 5280.838867
	Iteration 33Q: 3 clusters Score -5693736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5693743.500000 Penalty: 5280.838867
	Iteration 34Q: 3 clusters Score -5693744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5693743.500000 Penalty: 5280.838867
	Iteration 35Q: 3 clusters Score -5693744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5693745.500000 Penalty: 5280.838867
	Iteration 36Q: 3 clusters Score -5693746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5693748.000000 Penalty: 5280.838867
	Iteration 37Q: 3 clusters Score -5693748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5693748.000000 Penalty: 5280.838867
	Iteration 38Q: 3 clusters Score -5693748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5693753.000000 Penalty: 5280.838867
	Iteration 39Q: 3 clusters Score -5693753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5693753.000000 Penalty: 5280.838867
	Iteration 40F: 3 clusters Score -5693753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -1192028.625000 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -1192029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1185086.875000 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -1185087 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1187019.375000 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -1187019 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1187309.000000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -1187309 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1187542.125000 Penalty: 4510.583496
	Iteration 3F: 3 clusters Score -1187542 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1187750.750000 Penalty: 4510.583496
	Iteration 4Q: 3 clusters Score -1187751 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1187947.500000 Penalty: 4510.583496
	Iteration 5Q: 3 clusters Score -1187948 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1188145.625000 Penalty: 4510.583496
	Iteration 6Q: 3 clusters Score -1188146 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1188330.375000 Penalty: 4510.583496
	Iteration 7Q: 3 clusters Score -1188330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1188522.375000 Penalty: 4510.583496
	Iteration 8Q: 3 clusters Score -1188522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1188717.375000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -1188717 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1188898.625000 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -1188899 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1189055.875000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -1189056 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1189204.500000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -1189204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1189347.250000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -1189347 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1189480.750000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -1189481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1189602.625000 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -1189603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1189691.625000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -1189692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1189749.625000 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -1189750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1189785.000000 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -1189785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1189818.500000 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -1189818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1189846.125000 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -1189846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1189872.500000 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -1189872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1189885.250000 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -1189885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1189897.750000 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -1189898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1189905.375000 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -1189905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1189916.125000 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -1189916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1189923.750000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -1189924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1189926.625000 Penalty: 4510.583496
	Iteration 27Q: 3 clusters Score -1189927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1189940.375000 Penalty: 4510.583496
	Iteration 28Q: 3 clusters Score -1189940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1189943.375000 Penalty: 4510.583496
	Iteration 29Q: 3 clusters Score -1189943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1189946.375000 Penalty: 4510.583496
	Iteration 30Q: 3 clusters Score -1189946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1189951.875000 Penalty: 4510.583496
	Iteration 31Q: 3 clusters Score -1189952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1189954.500000 Penalty: 4510.583496
	Iteration 32Q: 3 clusters Score -1189954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1189960.625000 Penalty: 4510.583496
	Iteration 33Q: 3 clusters Score -1189961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1189962.375000 Penalty: 4510.583496
	Iteration 34Q: 3 clusters Score -1189962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1189962.625000 Penalty: 4510.583496
	Iteration 35Q: 3 clusters Score -1189963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1189963.125000 Penalty: 4510.583496
	Iteration 36Q: 3 clusters Score -1189963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1189964.875000 Penalty: 4510.583496
	Iteration 37Q: 3 clusters Score -1189965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1189967.250000 Penalty: 4510.583496
	Iteration 38Q: 3 clusters Score -1189967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1189970.500000 Penalty: 4510.583496
	Iteration 39Q: 3 clusters Score -1189970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1189969.625000 Penalty: 4510.583496
	Iteration 40F: 3 clusters Score -1189970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1189971.000000 Penalty: 4510.583496
	Iteration 41Q: 3 clusters Score -1189971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1189973.750000 Penalty: 4510.583496
	Iteration 42Q: 3 clusters Score -1189974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1189975.625000 Penalty: 4510.583496
	Iteration 43Q: 3 clusters Score -1189976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1189976.250000 Penalty: 4510.583496
	Iteration 44Q: 3 clusters Score -1189976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1189977.250000 Penalty: 4510.583496
	Iteration 45Q: 3 clusters Score -1189977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1189978.875000 Penalty: 4510.583496
	Iteration 46Q: 3 clusters Score -1189979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1189977.500000 Penalty: 4510.583496
	Iteration 47Q: 3 clusters Score -1189978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1189977.375000 Penalty: 4510.583496
	Iteration 48Q: 3 clusters Score -1189977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1189981.375000 Penalty: 4510.583496
	Iteration 49Q: 3 clusters Score -1189981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1189984.000000 Penalty: 4510.583496
	Iteration 50Q: 3 clusters Score -1189984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1189983.625000 Penalty: 4510.583496
	Iteration 51Q: 3 clusters Score -1189984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1189986.375000 Penalty: 4510.583496
	Iteration 52Q: 3 clusters Score -1189986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1189988.875000 Penalty: 4510.583496
	Iteration 53Q: 3 clusters Score -1189989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1189994.625000 Penalty: 4510.583496
	Iteration 54Q: 3 clusters Score -1189995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1189998.125000 Penalty: 4510.583496
	Iteration 55Q: 3 clusters Score -1189998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1190004.625000 Penalty: 4510.583496
	Iteration 56Q: 3 clusters Score -1190005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1190007.250000 Penalty: 4510.583496
	Iteration 57Q: 3 clusters Score -1190007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1190011.125000 Penalty: 4510.583496
	Iteration 58Q: 3 clusters Score -1190011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1190013.000000 Penalty: 4510.583496
	Iteration 59Q: 3 clusters Score -1190013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1190016.875000 Penalty: 4510.583496
	Iteration 60F: 3 clusters Score -1190017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1190018.375000 Penalty: 4510.583496
	Iteration 61Q: 3 clusters Score -1190018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1190023.375000 Penalty: 4510.583496
	Iteration 62Q: 3 clusters Score -1190023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1190032.375000 Penalty: 4510.583496
	Iteration 63Q: 3 clusters Score -1190032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1190033.000000 Penalty: 4510.583496
	Iteration 64Q: 3 clusters Score -1190033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1190040.625000 Penalty: 4510.583496
	Iteration 65Q: 3 clusters Score -1190041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1190045.750000 Penalty: 4510.583496
	Iteration 66Q: 3 clusters Score -1190046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1190045.250000 Penalty: 4510.583496
	Iteration 67Q: 3 clusters Score -1190045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1190049.625000 Penalty: 4510.583496
	Iteration 68Q: 3 clusters Score -1190050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1190051.500000 Penalty: 4510.583496
	Iteration 69Q: 3 clusters Score -1190052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1190059.000000 Penalty: 4510.583496
	Iteration 70Q: 3 clusters Score -1190059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1190062.750000 Penalty: 4510.583496
	Iteration 71Q: 3 clusters Score -1190063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1190066.375000 Penalty: 4510.583496
	Iteration 72Q: 3 clusters Score -1190066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1190068.625000 Penalty: 4510.583496
	Iteration 73Q: 3 clusters Score -1190069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1190072.250000 Penalty: 4510.583496
	Iteration 74Q: 3 clusters Score -1190072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1190078.375000 Penalty: 4510.583496
	Iteration 75Q: 3 clusters Score -1190078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1190080.000000 Penalty: 4510.583496
	Iteration 76Q: 3 clusters Score -1190080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1190081.875000 Penalty: 4510.583496
	Iteration 77Q: 3 clusters Score -1190082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1190081.750000 Penalty: 4510.583496
	Iteration 78Q: 3 clusters Score -1190082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1190082.750000 Penalty: 4510.583496
	Iteration 79Q: 3 clusters Score -1190083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1190082.750000 Penalty: 4510.583496
	Iteration 80F: 3 clusters Score -1190083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117421 members 
Entering Unmasked Estep 
Score: -14618300.000000 Penalty: 2895.033203
	Iteration 0F: 2 clusters Score -1.46183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -14539683.000000 Penalty: 5790.066406
	Iteration 0F: 3 clusters Score -1.453968e+07 nChanged 55889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -14571774.000000 Penalty: 5790.066406
	Iteration 1F: 3 clusters Score -1.457177e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -14572955.000000 Penalty: 5790.066406
	Iteration 2Q: 3 clusters Score -1.457296e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -14574320.000000 Penalty: 5790.066406
	Iteration 3Q: 3 clusters Score -1.457432e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -14576069.000000 Penalty: 5790.066406
	Iteration 4Q: 3 clusters Score -1.457607e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -14578037.000000 Penalty: 5790.066406
	Iteration 5Q: 3 clusters Score -1.457804e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -14580493.000000 Penalty: 5790.066406
	Iteration 6Q: 3 clusters Score -1.458049e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -14583530.000000 Penalty: 5790.066406
	Iteration 7F: 3 clusters Score -1.458353e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -14587366.000000 Penalty: 5790.066406
	Iteration 8F: 3 clusters Score -1.458737e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -14592109.000000 Penalty: 5790.066406
	Iteration 9F: 3 clusters Score -1.459211e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -14596404.000000 Penalty: 5790.066406
	Iteration 10F: 3 clusters Score -1.45964e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -14599316.000000 Penalty: 5790.066406
	Iteration 11Q: 3 clusters Score -1.459932e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -14600706.000000 Penalty: 5790.066406
	Iteration 12Q: 3 clusters Score -1.460071e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -14601596.000000 Penalty: 5790.066406
	Iteration 13Q: 3 clusters Score -1.46016e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -14602426.000000 Penalty: 5790.066406
	Iteration 14Q: 3 clusters Score -1.460243e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -14603375.000000 Penalty: 5790.066406
	Iteration 15Q: 3 clusters Score -1.460338e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -14604211.000000 Penalty: 5790.066406
	Iteration 16Q: 3 clusters Score -1.460421e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -14605167.000000 Penalty: 5790.066406
	Iteration 17Q: 3 clusters Score -1.460517e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -14606190.000000 Penalty: 5790.066406
	Iteration 18Q: 3 clusters Score -1.460619e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -14607246.000000 Penalty: 5790.066406
	Iteration 19Q: 3 clusters Score -1.460725e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -14608241.000000 Penalty: 5790.066406
	Iteration 20F: 3 clusters Score -1.460824e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -14609159.000000 Penalty: 5790.066406
	Iteration 21Q: 3 clusters Score -1.460916e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -14610050.000000 Penalty: 5790.066406
	Iteration 22Q: 3 clusters Score -1.461005e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -14610810.000000 Penalty: 5790.066406
	Iteration 23Q: 3 clusters Score -1.461081e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -14611632.000000 Penalty: 5790.066406
	Iteration 24Q: 3 clusters Score -1.461163e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -14612321.000000 Penalty: 5790.066406
	Iteration 25Q: 3 clusters Score -1.461232e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -14612921.000000 Penalty: 5790.066406
	Iteration 26Q: 3 clusters Score -1.461292e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -14613499.000000 Penalty: 5790.066406
	Iteration 27Q: 3 clusters Score -1.46135e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -14614068.000000 Penalty: 5790.066406
	Iteration 28Q: 3 clusters Score -1.461407e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -14614451.000000 Penalty: 5790.066406
	Iteration 29Q: 3 clusters Score -1.461445e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -14614834.000000 Penalty: 5790.066406
	Iteration 30Q: 3 clusters Score -1.461483e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -14615123.000000 Penalty: 5790.066406
	Iteration 31Q: 3 clusters Score -1.461512e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -14615271.000000 Penalty: 5790.066406
	Iteration 32Q: 3 clusters Score -1.461527e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -14615431.000000 Penalty: 5790.066406
	Iteration 33Q: 3 clusters Score -1.461543e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -14615618.000000 Penalty: 5790.066406
	Iteration 34Q: 3 clusters Score -1.461562e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -14615756.000000 Penalty: 5790.066406
	Iteration 35Q: 3 clusters Score -1.461576e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -14615788.000000 Penalty: 5790.066406
	Iteration 36Q: 3 clusters Score -1.461579e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -14615879.000000 Penalty: 5790.066406
	Iteration 37Q: 3 clusters Score -1.461588e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -14615978.000000 Penalty: 5790.066406
	Iteration 38Q: 3 clusters Score -1.461598e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14616010.000000 Penalty: 5790.066406
	Iteration 39Q: 3 clusters Score -1.461601e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -14616058.000000 Penalty: 5790.066406
	Iteration 40F: 3 clusters Score -1.461606e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -14616079.000000 Penalty: 5790.066406
	Iteration 41Q: 3 clusters Score -1.461608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 115605 members 
Entering Unmasked Estep 
Score: -14616076.000000 Penalty: 5790.066406
	Iteration 42Q: 3 clusters Score -1.461608e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -14616088.000000 Penalty: 5790.066406
	Iteration 43Q: 3 clusters Score -1.461609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -14616107.000000 Penalty: 5790.066406
	Iteration 44Q: 3 clusters Score -1.461611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -14616105.000000 Penalty: 5790.066406
	Iteration 45Q: 3 clusters Score -1.46161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -14616113.000000 Penalty: 5790.066406
	Iteration 46Q: 3 clusters Score -1.461611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 115749 members 
Entering Unmasked Estep 
Score: -14616141.000000 Penalty: 5790.066406
	Iteration 47Q: 3 clusters Score -1.461614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -14616149.000000 Penalty: 5790.066406
	Iteration 48Q: 3 clusters Score -1.461615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -14616143.000000 Penalty: 5790.066406
	Iteration 49Q: 3 clusters Score -1.461614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -14616137.000000 Penalty: 5790.066406
	Iteration 50Q: 3 clusters Score -1.461614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -14616146.000000 Penalty: 5790.066406
	Iteration 51Q: 3 clusters Score -1.461615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -14616154.000000 Penalty: 5790.066406
	Iteration 52Q: 3 clusters Score -1.461615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 115829 members 
Entering Unmasked Estep 
Score: -14616151.000000 Penalty: 5790.066406
	Iteration 53Q: 3 clusters Score -1.461615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -14616148.000000 Penalty: 5790.066406
	Iteration 54Q: 3 clusters Score -1.461615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 115839 members 
Entering Unmasked Estep 
Score: -14616155.000000 Penalty: 5790.066406
	Iteration 55Q: 3 clusters Score -1.461616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -14616151.000000 Penalty: 5790.066406
	Iteration 56Q: 3 clusters Score -1.461615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -14616156.000000 Penalty: 5790.066406
	Iteration 57Q: 3 clusters Score -1.461616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -14616149.000000 Penalty: 5790.066406
	Iteration 58Q: 3 clusters Score -1.461615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -14616154.000000 Penalty: 5790.066406
	Iteration 59Q: 3 clusters Score -1.461615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -14616160.000000 Penalty: 5790.066406
	Iteration 60F: 3 clusters Score -1.461616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -14616157.000000 Penalty: 5790.066406
	Iteration 61Q: 3 clusters Score -1.461616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -14616171.000000 Penalty: 5790.066406
	Iteration 62Q: 3 clusters Score -1.461617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -14616176.000000 Penalty: 5790.066406
	Iteration 63Q: 3 clusters Score -1.461618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -14616169.000000 Penalty: 5790.066406
	Iteration 64Q: 3 clusters Score -1.461617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -14616175.000000 Penalty: 5790.066406
	Iteration 65Q: 3 clusters Score -1.461618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14616178.000000 Penalty: 5790.066406
	Iteration 66Q: 3 clusters Score -1.461618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 115941 members 
Entering Unmasked Estep 
Score: -14616174.000000 Penalty: 5790.066406
	Iteration 67Q: 3 clusters Score -1.461617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -14616180.000000 Penalty: 5790.066406
	Iteration 68Q: 3 clusters Score -1.461618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -14616167.000000 Penalty: 5790.066406
	Iteration 69Q: 3 clusters Score -1.461617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -14616177.000000 Penalty: 5790.066406
	Iteration 70Q: 3 clusters Score -1.461618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 115953 members 
Entering Unmasked Estep 
Score: -14616178.000000 Penalty: 5790.066406
	Iteration 71Q: 3 clusters Score -1.461618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -14616179.000000 Penalty: 5790.066406
	Iteration 72Q: 3 clusters Score -1.461618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -14616174.000000 Penalty: 5790.066406
	Iteration 73Q: 3 clusters Score -1.461617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -14616182.000000 Penalty: 5790.066406
	Iteration 74Q: 3 clusters Score -1.461618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -14616182.000000 Penalty: 5790.066406
	Iteration 75F: 3 clusters Score -1.461618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (82769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Entering Unmasked Estep 
Score: -11093685.000000 Penalty: 2808.304443
	Iteration 0F: 2 clusters Score -1.109368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -11038027.000000 Penalty: 5616.608887
	Iteration 0F: 3 clusters Score -1.103803e+07 nChanged 38879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -11060130.000000 Penalty: 5616.608887
	Iteration 1F: 3 clusters Score -1.106013e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -11060846.000000 Penalty: 5616.608887
	Iteration 2Q: 3 clusters Score -1.106085e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -11061622.000000 Penalty: 5616.608887
	Iteration 3Q: 3 clusters Score -1.106162e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -11062528.000000 Penalty: 5616.608887
	Iteration 4Q: 3 clusters Score -1.106253e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -11063858.000000 Penalty: 5616.608887
	Iteration 5Q: 3 clusters Score -1.106386e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -11065847.000000 Penalty: 5616.608887
	Iteration 6Q: 3 clusters Score -1.106585e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -11068900.000000 Penalty: 5616.608887
	Iteration 7F: 3 clusters Score -1.10689e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -11073073.000000 Penalty: 5616.608887
	Iteration 8F: 3 clusters Score -1.107307e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -11077665.000000 Penalty: 5616.608887
	Iteration 9F: 3 clusters Score -1.107766e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -11081894.000000 Penalty: 5616.608887
	Iteration 10F: 3 clusters Score -1.108189e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -11085166.000000 Penalty: 5616.608887
	Iteration 11Q: 3 clusters Score -1.108517e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -11087665.000000 Penalty: 5616.608887
	Iteration 12Q: 3 clusters Score -1.108766e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11089305.000000 Penalty: 5616.608887
	Iteration 13Q: 3 clusters Score -1.10893e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11090139.000000 Penalty: 5616.608887
	Iteration 14Q: 3 clusters Score -1.109014e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11090632.000000 Penalty: 5616.608887
	Iteration 15Q: 3 clusters Score -1.109063e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11090927.000000 Penalty: 5616.608887
	Iteration 16Q: 3 clusters Score -1.109093e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11091088.000000 Penalty: 5616.608887
	Iteration 17Q: 3 clusters Score -1.109109e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11091199.000000 Penalty: 5616.608887
	Iteration 18Q: 3 clusters Score -1.10912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11091246.000000 Penalty: 5616.608887
	Iteration 19Q: 3 clusters Score -1.109125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11091258.000000 Penalty: 5616.608887
	Iteration 20F: 3 clusters Score -1.109126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11091282.000000 Penalty: 5616.608887
	Iteration 21Q: 3 clusters Score -1.109128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11091288.000000 Penalty: 5616.608887
	Iteration 22Q: 3 clusters Score -1.109129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11091308.000000 Penalty: 5616.608887
	Iteration 23Q: 3 clusters Score -1.109131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11091312.000000 Penalty: 5616.608887
	Iteration 24Q: 3 clusters Score -1.109131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11091319.000000 Penalty: 5616.608887
	Iteration 25Q: 3 clusters Score -1.109132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11091334.000000 Penalty: 5616.608887
	Iteration 26Q: 3 clusters Score -1.109133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11091329.000000 Penalty: 5616.608887
	Iteration 27Q: 3 clusters Score -1.109133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11091336.000000 Penalty: 5616.608887
	Iteration 28Q: 3 clusters Score -1.109134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11091337.000000 Penalty: 5616.608887
	Iteration 29Q: 3 clusters Score -1.109134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11091335.000000 Penalty: 5616.608887
	Iteration 30Q: 3 clusters Score -1.109134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11091335.000000 Penalty: 5616.608887
	Iteration 31Q: 3 clusters Score -1.109134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11091330.000000 Penalty: 5616.608887
	Iteration 32Q: 3 clusters Score -1.109133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11091333.000000 Penalty: 5616.608887
	Iteration 33Q: 3 clusters Score -1.109133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11091333.000000 Penalty: 5616.608887
	Iteration 34F: 3 clusters Score -1.109133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Entering Unmasked Estep 
Score: -2380083.750000 Penalty: 2424.489014
	Iteration 0F: 2 clusters Score -2380084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2367518.250000 Penalty: 4848.978027
	Iteration 0F: 3 clusters Score -2367518 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2371607.250000 Penalty: 4848.978027
	Iteration 1F: 3 clusters Score -2371607 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2371994.750000 Penalty: 4848.978027
	Iteration 2F: 3 clusters Score -2371995 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2372319.250000 Penalty: 4848.978027
	Iteration 3Q: 3 clusters Score -2372319 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2372611.750000 Penalty: 4848.978027
	Iteration 4Q: 3 clusters Score -2372612 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2372919.500000 Penalty: 4848.978027
	Iteration 5Q: 3 clusters Score -2372920 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2373304.000000 Penalty: 4848.978027
	Iteration 6Q: 3 clusters Score -2373304 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2373737.750000 Penalty: 4848.978027
	Iteration 7Q: 3 clusters Score -2373738 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2374247.250000 Penalty: 4848.978027
	Iteration 8Q: 3 clusters Score -2374247 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2374859.500000 Penalty: 4848.978027
	Iteration 9Q: 3 clusters Score -2374860 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2375552.500000 Penalty: 4848.978027
	Iteration 10F: 3 clusters Score -2375552 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2376200.000000 Penalty: 4848.978027
	Iteration 11Q: 3 clusters Score -2376200 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2376733.000000 Penalty: 4848.978027
	Iteration 12Q: 3 clusters Score -2376733 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2377173.500000 Penalty: 4848.978027
	Iteration 13Q: 3 clusters Score -2377174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2377471.750000 Penalty: 4848.978027
	Iteration 14Q: 3 clusters Score -2377472 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2377656.500000 Penalty: 4848.978027
	Iteration 15Q: 3 clusters Score -2377656 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2377796.250000 Penalty: 4848.978027
	Iteration 16Q: 3 clusters Score -2377796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2377874.750000 Penalty: 4848.978027
	Iteration 17Q: 3 clusters Score -2377875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2377921.250000 Penalty: 4848.978027
	Iteration 18Q: 3 clusters Score -2377921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2377953.000000 Penalty: 4848.978027
	Iteration 19Q: 3 clusters Score -2377953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2377983.750000 Penalty: 4848.978027
	Iteration 20F: 3 clusters Score -2377984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2378000.000000 Penalty: 4848.978027
	Iteration 21Q: 3 clusters Score -2378000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2378007.500000 Penalty: 4848.978027
	Iteration 22Q: 3 clusters Score -2378008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2378014.750000 Penalty: 4848.978027
	Iteration 23Q: 3 clusters Score -2378015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2378022.000000 Penalty: 4848.978027
	Iteration 24Q: 3 clusters Score -2378022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2378032.750000 Penalty: 4848.978027
	Iteration 25Q: 3 clusters Score -2378033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2378036.000000 Penalty: 4848.978027
	Iteration 26Q: 3 clusters Score -2378036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2378041.250000 Penalty: 4848.978027
	Iteration 27Q: 3 clusters Score -2378041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2378044.500000 Penalty: 4848.978027
	Iteration 28Q: 3 clusters Score -2378044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2378048.250000 Penalty: 4848.978027
	Iteration 29Q: 3 clusters Score -2378048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2378049.250000 Penalty: 4848.978027
	Iteration 30Q: 3 clusters Score -2378049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2378049.500000 Penalty: 4848.978027
	Iteration 31Q: 3 clusters Score -2378050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2378049.250000 Penalty: 4848.978027
	Iteration 32Q: 3 clusters Score -2378049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2378049.250000 Penalty: 4848.978027
	Iteration 33F: 3 clusters Score -2378049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -862799.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -862799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -857126.312500 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -857126.3 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -858718.000000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -858718 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -859109.687500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -859109.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -859405.312500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -859405.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -859670.375000 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -859670.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -859884.312500 Penalty: 4376.748047
	Iteration 5Q: 3 clusters Score -859884.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -860052.000000 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -860052 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -860183.062500 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -860183.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -860287.812500 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -860287.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -860386.937500 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -860386.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -860481.500000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -860481.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -860555.687500 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -860555.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -860621.687500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -860621.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -860675.812500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -860675.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -860736.437500 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -860736.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -860785.125000 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -860785.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -860830.062500 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -860830.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -860862.125000 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -860862.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -860886.750000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -860886.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -860904.625000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -860904.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -860927.250000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -860927.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -860954.500000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -860954.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -860971.812500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -860971.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -860990.437500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -860990.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -861004.312500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -861004.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -861020.437500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -861020.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -861036.375000 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -861036.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -861053.875000 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -861053.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -861078.375000 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -861078.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -861101.812500 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -861101.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -861119.250000 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -861119.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -861141.187500 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -861141.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -861159.250000 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -861159.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -861177.437500 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -861177.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -861202.250000 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -861202.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -861215.562500 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -861215.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -861227.500000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -861227.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -861247.750000 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -861247.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -861268.562500 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -861268.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -861285.125000 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -861285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -861302.875000 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -861302.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -861329.875000 Penalty: 4376.748047
	Iteration 41Q: 3 clusters Score -861329.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -861351.750000 Penalty: 4376.748047
	Iteration 42Q: 3 clusters Score -861351.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -861372.437500 Penalty: 4376.748047
	Iteration 43Q: 3 clusters Score -861372.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -861392.562500 Penalty: 4376.748047
	Iteration 44Q: 3 clusters Score -861392.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -861417.625000 Penalty: 4376.748047
	Iteration 45Q: 3 clusters Score -861417.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -861464.312500 Penalty: 4376.748047
	Iteration 46Q: 3 clusters Score -861464.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -861518.312500 Penalty: 4376.748047
	Iteration 47Q: 3 clusters Score -861518.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -861583.750000 Penalty: 4376.748047
	Iteration 48Q: 3 clusters Score -861583.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -861668.500000 Penalty: 4376.748047
	Iteration 49Q: 3 clusters Score -861668.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -861723.875000 Penalty: 4376.748047
	Iteration 50Q: 3 clusters Score -861723.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -861764.750000 Penalty: 4376.748047
	Iteration 51Q: 3 clusters Score -861764.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -861791.437500 Penalty: 4376.748047
	Iteration 52Q: 3 clusters Score -861791.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -861807.125000 Penalty: 4376.748047
	Iteration 53Q: 3 clusters Score -861807.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -861817.875000 Penalty: 4376.748047
	Iteration 54Q: 3 clusters Score -861817.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -861826.687500 Penalty: 4376.748047
	Iteration 55Q: 3 clusters Score -861826.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -861831.562500 Penalty: 4376.748047
	Iteration 56Q: 3 clusters Score -861831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -861835.625000 Penalty: 4376.748047
	Iteration 57Q: 3 clusters Score -861835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -861838.687500 Penalty: 4376.748047
	Iteration 58Q: 3 clusters Score -861838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -861840.125000 Penalty: 4376.748047
	Iteration 59Q: 3 clusters Score -861840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -861841.625000 Penalty: 4376.748047
	Iteration 60F: 3 clusters Score -861841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -861844.062500 Penalty: 4376.748047
	Iteration 61Q: 3 clusters Score -861844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -861841.812500 Penalty: 4376.748047
	Iteration 62Q: 3 clusters Score -861841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -861843.437500 Penalty: 4376.748047
	Iteration 63Q: 3 clusters Score -861843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -861843.875000 Penalty: 4376.748047
	Iteration 64Q: 3 clusters Score -861843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -861843.875000 Penalty: 4376.748047
	Iteration 65F: 3 clusters Score -861843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -439878.375000 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -439878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -436311.562500 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -436311.6 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -437144.437500 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -437144.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -437332.843750 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -437332.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -437440.156250 Penalty: 4049.597412
	Iteration 3Q: 3 clusters Score -437440.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437535.906250 Penalty: 4049.597412
	Iteration 4Q: 3 clusters Score -437535.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -437627.750000 Penalty: 4049.597412
	Iteration 5Q: 3 clusters Score -437627.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -437702.843750 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -437702.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -437773.937500 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -437773.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -437830.781250 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -437830.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -437880.937500 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -437880.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -437934.687500 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -437934.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -437983.843750 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -437983.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -438041.562500 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -438041.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -438093.968750 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -438094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -438140.812500 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -438140.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -438169.906250 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -438169.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -438190.968750 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -438191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -438209.343750 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -438209.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -438233.906250 Penalty: 4049.597412
	Iteration 18Q: 3 clusters Score -438233.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -438270.937500 Penalty: 4049.597412
	Iteration 19Q: 3 clusters Score -438270.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -438316.062500 Penalty: 4049.597412
	Iteration 20F: 3 clusters Score -438316.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -438356.218750 Penalty: 4049.597412
	Iteration 21Q: 3 clusters Score -438356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -438378.750000 Penalty: 4049.597412
	Iteration 22Q: 3 clusters Score -438378.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -438392.812500 Penalty: 4049.597412
	Iteration 23Q: 3 clusters Score -438392.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -438406.843750 Penalty: 4049.597412
	Iteration 24Q: 3 clusters Score -438406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -438418.187500 Penalty: 4049.597412
	Iteration 25Q: 3 clusters Score -438418.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -438432.062500 Penalty: 4049.597412
	Iteration 26Q: 3 clusters Score -438432.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -438451.125000 Penalty: 4049.597412
	Iteration 27Q: 3 clusters Score -438451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -438464.656250 Penalty: 4049.597412
	Iteration 28Q: 3 clusters Score -438464.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438472.718750 Penalty: 4049.597412
	Iteration 29Q: 3 clusters Score -438472.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -438480.781250 Penalty: 4049.597412
	Iteration 30Q: 3 clusters Score -438480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -438484.875000 Penalty: 4049.597412
	Iteration 31Q: 3 clusters Score -438484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -438490.406250 Penalty: 4049.597412
	Iteration 32Q: 3 clusters Score -438490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -438497.000000 Penalty: 4049.597412
	Iteration 33Q: 3 clusters Score -438497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -438498.062500 Penalty: 4049.597412
	Iteration 34Q: 3 clusters Score -438498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438498.312500 Penalty: 4049.597412
	Iteration 35Q: 3 clusters Score -438498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438499.093750 Penalty: 4049.597412
	Iteration 36Q: 3 clusters Score -438499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438499.093750 Penalty: 4049.597412
	Iteration 37F: 3 clusters Score -438499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 28125 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 130256 members 
Mstep: Class 7 contains 228295 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 20661 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80362 members 
Mstep: Class 16 contains 90075 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 168864 members 
Mstep: Class 20 contains 103466 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20276 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 15953 members 
Mstep: Class 26 contains 13629 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117421 members 
Mstep: Class 30 contains 82769 members 
Mstep: Class 31 contains 17609 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114240.000000 Penalty: 115847.835938
Iteration 159Q: 34 clusters Score -1.811142e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 28115 members 
Mstep: Class 4 contains 19763 members 
Mstep: Class 5 contains 8677 members 
Mstep: Class 6 contains 130227 members 
Mstep: Class 7 contains 228196 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 5397 members 
Mstep: Class 12 contains 20672 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80336 members 
Mstep: Class 16 contains 90995 members 
Mstep: Class 17 contains 69831 members 
Mstep: Class 18 contains 15504 members 
Mstep: Class 19 contains 168431 members 
Mstep: Class 20 contains 103572 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20286 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 15966 members 
Mstep: Class 26 contains 13633 members 
Mstep: Class 27 contains 42059 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117343 members 
Mstep: Class 30 contains 82392 members 
Mstep: Class 31 contains 17611 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114272.000000 Penalty: 115847.835938
Iteration 160F: 34 clusters Score -1.811143e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 28109 members 
Mstep: Class 4 contains 19782 members 
Mstep: Class 5 contains 8672 members 
Mstep: Class 6 contains 130200 members 
Mstep: Class 7 contains 228068 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 20678 members 
Mstep: Class 13 contains 68241 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80300 members 
Mstep: Class 16 contains 92026 members 
Mstep: Class 17 contains 69820 members 
Mstep: Class 18 contains 15514 members 
Mstep: Class 19 contains 167910 members 
Mstep: Class 20 contains 103653 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 7800 members 
Mstep: Class 23 contains 20289 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 15969 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 42059 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117296 members 
Mstep: Class 30 contains 82023 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114240.000000 Penalty: 115847.835938
Iteration 161Q: 34 clusters Score -1.811142e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 28101 members 
Mstep: Class 4 contains 19786 members 
Mstep: Class 5 contains 8666 members 
Mstep: Class 6 contains 130158 members 
Mstep: Class 7 contains 227971 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 80259 members 
Mstep: Class 16 contains 93188 members 
Mstep: Class 17 contains 69807 members 
Mstep: Class 18 contains 15511 members 
Mstep: Class 19 contains 167207 members 
Mstep: Class 20 contains 103749 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 20303 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 15980 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 42063 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 117248 members 
Mstep: Class 30 contains 81684 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 6791 members 
Mstep: Class 33 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114656.000000 Penalty: 115847.835938
Iteration 162Q: 34 clusters Score -1.811147e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 28095 members 
Mstep: Class 4 contains 19793 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 130110 members 
Mstep: Class 7 contains 227859 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 20678 members 
Mstep: Class 13 contains 68254 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 80202 members 
Mstep: Class 16 contains 94534 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 15495 members 
Mstep: Class 19 contains 166307 members 
Mstep: Class 20 contains 103860 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 15989 members 
Mstep: Class 26 contains 13639 members 
Mstep: Class 27 contains 42050 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 117219 members 
Mstep: Class 30 contains 81369 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 6791 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114640.000000 Penalty: 115847.835938
Iteration 163Q: 34 clusters Score -1.811146e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 28090 members 
Mstep: Class 4 contains 19800 members 
Mstep: Class 5 contains 8647 members 
Mstep: Class 6 contains 130040 members 
Mstep: Class 7 contains 227710 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 20675 members 
Mstep: Class 13 contains 68253 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 80155 members 
Mstep: Class 16 contains 96040 members 
Mstep: Class 17 contains 69791 members 
Mstep: Class 18 contains 15479 members 
Mstep: Class 19 contains 165275 members 
Mstep: Class 20 contains 103977 members 
Mstep: Class 21 contains 4212 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 20318 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 42039 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 117214 members 
Mstep: Class 30 contains 81047 members 
Mstep: Class 31 contains 17623 members 
Mstep: Class 32 contains 6785 members 
Mstep: Class 33 contains 3507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181114880.000000 Penalty: 115847.835938
Iteration 164Q: 34 clusters Score -1.811149e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 28080 members 
Mstep: Class 4 contains 19822 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 129941 members 
Mstep: Class 7 contains 227582 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 20685 members 
Mstep: Class 13 contains 68248 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 80129 members 
Mstep: Class 16 contains 97666 members 
Mstep: Class 17 contains 69775 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 164159 members 
Mstep: Class 20 contains 104058 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 7800 members 
Mstep: Class 23 contains 20328 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 16034 members 
Mstep: Class 26 contains 13639 members 
Mstep: Class 27 contains 42039 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 117187 members 
Mstep: Class 30 contains 80678 members 
Mstep: Class 31 contains 17631 members 
Mstep: Class 32 contains 6782 members 
Mstep: Class 33 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181115696.000000 Penalty: 115847.835938
Iteration 165Q: 34 clusters Score -1.811157e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 3 contains 28067 members 
Mstep: Class 4 contains 19837 members 
Mstep: Class 5 contains 8628 members 
Mstep: Class 6 contains 129815 members 
Mstep: Class 7 contains 227445 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 20685 members 
Mstep: Class 13 contains 68240 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 80096 members 
Mstep: Class 16 contains 99432 members 
Mstep: Class 17 contains 69767 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 19 contains 162915 members 
Mstep: Class 20 contains 104131 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 7800 members 
Mstep: Class 23 contains 20374 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 42030 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 117210 members 
Mstep: Class 30 contains 80287 members 
Mstep: Class 31 contains 17627 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181116352.000000 Penalty: 115847.835938
Iteration 166Q: 34 clusters Score -1.811164e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 28057 members 
Mstep: Class 4 contains 19858 members 
Mstep: Class 5 contains 8621 members 
Mstep: Class 6 contains 129671 members 
Mstep: Class 7 contains 227248 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 20689 members 
Mstep: Class 13 contains 68237 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 80067 members 
Mstep: Class 16 contains 101332 members 
Mstep: Class 17 contains 69762 members 
Mstep: Class 18 contains 15422 members 
Mstep: Class 19 contains 161521 members 
Mstep: Class 20 contains 104202 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 20452 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 16143 members 
Mstep: Class 26 contains 13637 members 
Mstep: Class 27 contains 42014 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 117255 members 
Mstep: Class 30 contains 79926 members 
Mstep: Class 31 contains 17632 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117056.000000 Penalty: 115847.835938
Iteration 167Q: 34 clusters Score -1.811171e+08 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 28040 members 
Mstep: Class 4 contains 19859 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 129520 members 
Mstep: Class 7 contains 227086 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 5389 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 68227 members 
Mstep: Class 14 contains 2431 members 
Mstep: Class 15 contains 80033 members 
Mstep: Class 16 contains 103248 members 
Mstep: Class 17 contains 69748 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 160089 members 
Mstep: Class 20 contains 104255 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 20541 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 16182 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41995 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 117326 members 
Mstep: Class 30 contains 79579 members 
Mstep: Class 31 contains 17639 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 3496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117488.000000 Penalty: 115847.835938
Iteration 168Q: 34 clusters Score -1.811175e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 28017 members 
Mstep: Class 4 contains 19866 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 129389 members 
Mstep: Class 7 contains 226943 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 68221 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 79995 members 
Mstep: Class 16 contains 105334 members 
Mstep: Class 17 contains 69739 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 158418 members 
Mstep: Class 20 contains 104296 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 7802 members 
Mstep: Class 23 contains 20619 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 16215 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41978 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 117444 members 
Mstep: Class 30 contains 79243 members 
Mstep: Class 31 contains 17636 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 3493 members 
Entering Unmasked Estep 
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Score: -181117584.000000 Penalty: 115847.835938
Iteration 169Q: 34 clusters Score -1.811176e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 19868 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 129279 members 
Mstep: Class 7 contains 226804 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 68223 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 79978 members 
Mstep: Class 16 contains 107556 members 
Mstep: Class 17 contains 69724 members 
Mstep: Class 18 contains 15340 members 
Mstep: Class 19 contains 156600 members 
Mstep: Class 20 contains 104322 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 7803 members 
Mstep: Class 23 contains 20692 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 16245 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41965 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 117533 members 
Mstep: Class 30 contains 78923 members 
Mstep: Class 31 contains 17632 members 
Mstep: Class 32 contains 6770 members 
Mstep: Class 33 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181117952.000000 Penalty: 115847.835938
Iteration 170Q: 34 clusters Score -1.81118e+08 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 19867 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 129171 members 
Mstep: Class 7 contains 226618 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 20713 members 
Mstep: Class 13 contains 68216 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 79966 members 
Mstep: Class 16 contains 109928 members 
Mstep: Class 17 contains 69701 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 154681 members 
Mstep: Class 20 contains 104342 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 7804 members 
Mstep: Class 23 contains 20764 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41950 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 117627 members 
Mstep: Class 30 contains 78623 members 
Mstep: Class 31 contains 17625 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 3491 members 
Entering Unmasked Estep 
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Score: -181118384.000000 Penalty: 115847.835938
Iteration 171Q: 34 clusters Score -1.811184e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 27957 members 
Mstep: Class 4 contains 19859 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 129093 members 
Mstep: Class 7 contains 226422 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 68220 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 79958 members 
Mstep: Class 16 contains 112370 members 
Mstep: Class 17 contains 69695 members 
Mstep: Class 18 contains 15304 members 
Mstep: Class 19 contains 152677 members 
Mstep: Class 20 contains 104354 members 
Mstep: Class 21 contains 4305 members 
Mstep: Class 22 contains 7805 members 
Mstep: Class 23 contains 20820 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 16320 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41926 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 117712 members 
Mstep: Class 30 contains 78352 members 
Mstep: Class 31 contains 17620 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119152.000000 Penalty: 115847.835938
Iteration 172Q: 34 clusters Score -1.811192e+08 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6885 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 19837 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 129034 members 
Mstep: Class 7 contains 226186 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5392 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 68218 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 79946 members 
Mstep: Class 16 contains 114902 members 
Mstep: Class 17 contains 69681 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 150642 members 
Mstep: Class 20 contains 104336 members 
Mstep: Class 21 contains 4317 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 20866 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 16341 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41907 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 117806 members 
Mstep: Class 30 contains 78091 members 
Mstep: Class 31 contains 17620 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119920.000000 Penalty: 115847.835938
Iteration 173Q: 34 clusters Score -1.811199e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 27910 members 
Mstep: Class 4 contains 19829 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 128980 members 
Mstep: Class 7 contains 225959 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 68206 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 79926 members 
Mstep: Class 16 contains 117797 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 15290 members 
Mstep: Class 19 contains 148263 members 
Mstep: Class 20 contains 104304 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 20915 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 16347 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 41885 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 117909 members 
Mstep: Class 30 contains 77863 members 
Mstep: Class 31 contains 17614 members 
Mstep: Class 32 contains 6770 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181119712.000000 Penalty: 115847.835938
Iteration 174Q: 34 clusters Score -1.811197e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 27886 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 128921 members 
Mstep: Class 7 contains 225725 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 5392 members 
Mstep: Class 12 contains 20699 members 
Mstep: Class 13 contains 68197 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 79912 members 
Mstep: Class 16 contains 120891 members 
Mstep: Class 17 contains 69646 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 145649 members 
Mstep: Class 20 contains 104246 members 
Mstep: Class 21 contains 4363 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 20973 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 16359 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41872 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 118014 members 
Mstep: Class 30 contains 77680 members 
Mstep: Class 31 contains 17607 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181120176.000000 Penalty: 115847.835938
Iteration 175Q: 34 clusters Score -1.811202e+08 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 27858 members 
Mstep: Class 4 contains 19773 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 128863 members 
Mstep: Class 7 contains 225487 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 20698 members 
Mstep: Class 13 contains 68180 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 79900 members 
Mstep: Class 16 contains 124341 members 
Mstep: Class 17 contains 69623 members 
Mstep: Class 18 contains 15285 members 
Mstep: Class 19 contains 142765 members 
Mstep: Class 20 contains 104125 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 21027 members 
Mstep: Class 24 contains 5065 members 
Mstep: Class 25 contains 16371 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41854 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 118116 members 
Mstep: Class 30 contains 77517 members 
Mstep: Class 31 contains 17595 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
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Iteration 176Q: 34 clusters Score -1.811211e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 27831 members 
Mstep: Class 4 contains 19751 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 128806 members 
Mstep: Class 7 contains 225235 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 68160 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 79888 members 
Mstep: Class 16 contains 127862 members 
Mstep: Class 17 contains 69604 members 
Mstep: Class 18 contains 15283 members 
Mstep: Class 19 contains 139763 members 
Mstep: Class 20 contains 103987 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 16378 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41822 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 118257 members 
Mstep: Class 30 contains 77407 members 
Mstep: Class 31 contains 17587 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 3489 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -1.811227e+08 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 27803 members 
Mstep: Class 4 contains 19728 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 128773 members 
Mstep: Class 7 contains 224999 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 12 contains 20706 members 
Mstep: Class 13 contains 68134 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 79888 members 
Mstep: Class 16 contains 131526 members 
Mstep: Class 17 contains 69590 members 
Mstep: Class 18 contains 15287 members 
Mstep: Class 19 contains 136526 members 
Mstep: Class 20 contains 103809 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21118 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41794 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 118438 members 
Mstep: Class 30 contains 77316 members 
Mstep: Class 31 contains 17573 members 
Mstep: Class 32 contains 6764 members 
Mstep: Class 33 contains 3489 members 
Entering Unmasked Estep 
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Score: -181123360.000000 Penalty: 115847.835938
Iteration 178Q: 34 clusters Score -1.811234e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6801 members 
Mstep: Class 3 contains 27785 members 
Mstep: Class 4 contains 19711 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 128751 members 
Mstep: Class 7 contains 224698 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 20709 members 
Mstep: Class 13 contains 68115 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 79885 members 
Mstep: Class 16 contains 135326 members 
Mstep: Class 17 contains 69587 members 
Mstep: Class 18 contains 15287 members 
Mstep: Class 19 contains 133225 members 
Mstep: Class 20 contains 103628 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21148 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 16427 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41770 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 118611 members 
Mstep: Class 30 contains 77230 members 
Mstep: Class 31 contains 17552 members 
Mstep: Class 32 contains 6760 members 
Mstep: Class 33 contains 3485 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -1.811247e+08 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 27779 members 
Mstep: Class 4 contains 19692 members 
Mstep: Class 5 contains 8519 members 
Mstep: Class 6 contains 128726 members 
Mstep: Class 7 contains 224420 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 12 contains 20707 members 
Mstep: Class 13 contains 68112 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 79876 members 
Mstep: Class 16 contains 139229 members 
Mstep: Class 17 contains 69577 members 
Mstep: Class 18 contains 15285 members 
Mstep: Class 19 contains 129781 members 
Mstep: Class 20 contains 103439 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 16466 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 41744 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 118789 members 
Mstep: Class 30 contains 77171 members 
Mstep: Class 31 contains 17523 members 
Mstep: Class 32 contains 6750 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
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Iteration 180F: 34 clusters Score -1.811265e+08 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 27775 members 
Mstep: Class 4 contains 19663 members 
Mstep: Class 5 contains 8510 members 
Mstep: Class 6 contains 128705 members 
Mstep: Class 7 contains 224123 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 68109 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 79876 members 
Mstep: Class 16 contains 143140 members 
Mstep: Class 17 contains 69572 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 126320 members 
Mstep: Class 20 contains 103244 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21187 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 16507 members 
Mstep: Class 26 contains 13640 members 
Mstep: Class 27 contains 41724 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 118985 members 
Mstep: Class 30 contains 77100 members 
Mstep: Class 31 contains 17502 members 
Mstep: Class 32 contains 6747 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -1.811272e+08 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 27777 members 
Mstep: Class 4 contains 19641 members 
Mstep: Class 5 contains 8502 members 
Mstep: Class 6 contains 128676 members 
Mstep: Class 7 contains 223895 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 5385 members 
Mstep: Class 12 contains 20665 members 
Mstep: Class 13 contains 68100 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 79863 members 
Mstep: Class 16 contains 146871 members 
Mstep: Class 17 contains 69555 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 123011 members 
Mstep: Class 20 contains 103034 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21203 members 
Mstep: Class 24 contains 5065 members 
Mstep: Class 25 contains 16547 members 
Mstep: Class 26 contains 13642 members 
Mstep: Class 27 contains 41704 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 119187 members 
Mstep: Class 30 contains 77048 members 
Mstep: Class 31 contains 17476 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128352.000000 Penalty: 115847.835938
Iteration 182Q: 34 clusters Score -1.811284e+08 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 27773 members 
Mstep: Class 4 contains 19609 members 
Mstep: Class 5 contains 8483 members 
Mstep: Class 6 contains 128658 members 
Mstep: Class 7 contains 223660 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 5385 members 
Mstep: Class 12 contains 20646 members 
Mstep: Class 13 contains 68091 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 79859 members 
Mstep: Class 16 contains 150356 members 
Mstep: Class 17 contains 69541 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 119892 members 
Mstep: Class 20 contains 102829 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 21222 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 16580 members 
Mstep: Class 26 contains 13643 members 
Mstep: Class 27 contains 41685 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 119379 members 
Mstep: Class 30 contains 77061 members 
Mstep: Class 31 contains 17442 members 
Mstep: Class 32 contains 6744 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130112.000000 Penalty: 115847.835938
Iteration 183Q: 34 clusters Score -1.811301e+08 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 19568 members 
Mstep: Class 5 contains 8472 members 
Mstep: Class 6 contains 128641 members 
Mstep: Class 7 contains 223482 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 20630 members 
Mstep: Class 13 contains 68080 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 79854 members 
Mstep: Class 16 contains 153441 members 
Mstep: Class 17 contains 69544 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 117030 members 
Mstep: Class 20 contains 102679 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21233 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 16618 members 
Mstep: Class 26 contains 13643 members 
Mstep: Class 27 contains 41669 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 119549 members 
Mstep: Class 30 contains 77080 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130032.000000 Penalty: 115847.835938
Iteration 184Q: 34 clusters Score -1.8113e+08 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 19520 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 128625 members 
Mstep: Class 7 contains 223389 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 20643 members 
Mstep: Class 13 contains 68082 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 79845 members 
Mstep: Class 16 contains 156150 members 
Mstep: Class 17 contains 69525 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 114462 members 
Mstep: Class 20 contains 102548 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21240 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16640 members 
Mstep: Class 26 contains 13643 members 
Mstep: Class 27 contains 41652 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 119699 members 
Mstep: Class 30 contains 77108 members 
Mstep: Class 31 contains 17421 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129792.000000 Penalty: 115847.835938
Iteration 185Q: 34 clusters Score -1.811298e+08 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 27775 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 8451 members 
Mstep: Class 6 contains 128607 members 
Mstep: Class 7 contains 223376 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 20640 members 
Mstep: Class 13 contains 68091 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 79825 members 
Mstep: Class 16 contains 158542 members 
Mstep: Class 17 contains 69517 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 112112 members 
Mstep: Class 20 contains 102423 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21242 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 16668 members 
Mstep: Class 26 contains 13644 members 
Mstep: Class 27 contains 41636 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 119803 members 
Mstep: Class 30 contains 77177 members 
Mstep: Class 31 contains 17413 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129776.000000 Penalty: 115847.835938
Iteration 186Q: 34 clusters Score -1.811298e+08 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 27792 members 
Mstep: Class 4 contains 19423 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 128595 members 
Mstep: Class 7 contains 223368 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 68093 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 79799 members 
Mstep: Class 16 contains 160677 members 
Mstep: Class 17 contains 69509 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 109934 members 
Mstep: Class 20 contains 102369 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 13644 members 
Mstep: Class 27 contains 41636 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 119944 members 
Mstep: Class 30 contains 77205 members 
Mstep: Class 31 contains 17420 members 
Mstep: Class 32 contains 6720 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129824.000000 Penalty: 115847.835938
Iteration 187Q: 34 clusters Score -1.811298e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 27804 members 
Mstep: Class 4 contains 19402 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 128582 members 
Mstep: Class 7 contains 223370 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 20636 members 
Mstep: Class 13 contains 68088 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 79798 members 
Mstep: Class 16 contains 162707 members 
Mstep: Class 17 contains 69512 members 
Mstep: Class 18 contains 15251 members 
Mstep: Class 19 contains 107848 members 
Mstep: Class 20 contains 102333 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21254 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16732 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 41627 members 
Mstep: Class 28 contains 8919 members 
Mstep: Class 29 contains 120002 members 
Mstep: Class 30 contains 77256 members 
Mstep: Class 31 contains 17423 members 
Mstep: Class 32 contains 6712 members 
Mstep: Class 33 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130672.000000 Penalty: 115847.835938
Iteration 188Q: 34 clusters Score -1.811307e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 27820 members 
Mstep: Class 4 contains 19373 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 128569 members 
Mstep: Class 7 contains 223389 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 20643 members 
Mstep: Class 13 contains 68084 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 79790 members 
Mstep: Class 16 contains 164525 members 
Mstep: Class 17 contains 69509 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 106009 members 
Mstep: Class 20 contains 102282 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 21258 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 16760 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 41613 members 
Mstep: Class 28 contains 8921 members 
Mstep: Class 29 contains 120024 members 
Mstep: Class 30 contains 77329 members 
Mstep: Class 31 contains 17417 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130640.000000 Penalty: 115847.835938
Iteration 189Q: 34 clusters Score -1.811306e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 27848 members 
Mstep: Class 4 contains 19358 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 128561 members 
Mstep: Class 7 contains 223360 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 20653 members 
Mstep: Class 13 contains 68067 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 79768 members 
Mstep: Class 16 contains 166056 members 
Mstep: Class 17 contains 69510 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 104435 members 
Mstep: Class 20 contains 102249 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 7809 members 
Mstep: Class 23 contains 21267 members 
Mstep: Class 24 contains 5053 members 
Mstep: Class 25 contains 16781 members 
Mstep: Class 26 contains 13647 members 
Mstep: Class 27 contains 41605 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 120099 members 
Mstep: Class 30 contains 77389 members 
Mstep: Class 31 contains 17409 members 
Mstep: Class 32 contains 6712 members 
Mstep: Class 33 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130720.000000 Penalty: 115847.835938
Iteration 190Q: 34 clusters Score -1.811307e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 19347 members 
Mstep: Class 5 contains 8408 members 
Mstep: Class 6 contains 128544 members 
Mstep: Class 7 contains 223312 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 20664 members 
Mstep: Class 13 contains 68053 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 79752 members 
Mstep: Class 16 contains 167316 members 
Mstep: Class 17 contains 69507 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 103118 members 
Mstep: Class 20 contains 102290 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 7810 members 
Mstep: Class 23 contains 21280 members 
Mstep: Class 24 contains 5049 members 
Mstep: Class 25 contains 16796 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 41577 members 
Mstep: Class 28 contains 8926 members 
Mstep: Class 29 contains 120173 members 
Mstep: Class 30 contains 77451 members 
Mstep: Class 31 contains 17389 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130208.000000 Penalty: 115847.835938
Iteration 191Q: 34 clusters Score -1.811302e+08 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 27889 members 
Mstep: Class 4 contains 19323 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 128526 members 
Mstep: Class 7 contains 223290 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 20681 members 
Mstep: Class 13 contains 68043 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 79716 members 
Mstep: Class 16 contains 168362 members 
Mstep: Class 17 contains 69498 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 101986 members 
Mstep: Class 20 contains 102367 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 7812 members 
Mstep: Class 23 contains 21302 members 
Mstep: Class 24 contains 5050 members 
Mstep: Class 25 contains 16808 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 41557 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 120230 members 
Mstep: Class 30 contains 77477 members 
Mstep: Class 31 contains 17384 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129648.000000 Penalty: 115847.835938
Iteration 192Q: 34 clusters Score -1.811296e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 27908 members 
Mstep: Class 4 contains 19314 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 128510 members 
Mstep: Class 7 contains 223295 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 20697 members 
Mstep: Class 13 contains 68036 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 79700 members 
Mstep: Class 16 contains 169175 members 
Mstep: Class 17 contains 69482 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 101056 members 
Mstep: Class 20 contains 102455 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 21309 members 
Mstep: Class 24 contains 5052 members 
Mstep: Class 25 contains 16819 members 
Mstep: Class 26 contains 13647 members 
Mstep: Class 27 contains 41540 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 77509 members 
Mstep: Class 31 contains 17377 members 
Mstep: Class 32 contains 6712 members 
Mstep: Class 33 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129840.000000 Penalty: 115847.835938
Iteration 193Q: 34 clusters Score -1.811298e+08 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 128499 members 
Mstep: Class 7 contains 223293 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 68023 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 79684 members 
Mstep: Class 16 contains 169763 members 
Mstep: Class 17 contains 69472 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 100401 members 
Mstep: Class 20 contains 102583 members 
Mstep: Class 21 contains 4559 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 41515 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 120268 members 
Mstep: Class 30 contains 77512 members 
Mstep: Class 31 contains 17368 members 
Mstep: Class 32 contains 6718 members 
Mstep: Class 33 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129392.000000 Penalty: 115847.835938
Iteration 194Q: 34 clusters Score -1.811294e+08 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6638 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 128487 members 
Mstep: Class 7 contains 223331 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 20725 members 
Mstep: Class 13 contains 68011 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 79669 members 
Mstep: Class 16 contains 170180 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 99878 members 
Mstep: Class 20 contains 102699 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 5052 members 
Mstep: Class 25 contains 16860 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41489 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 120267 members 
Mstep: Class 30 contains 77524 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 6719 members 
Mstep: Class 33 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129184.000000 Penalty: 115847.835938
Iteration 195Q: 34 clusters Score -1.811292e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6638 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 8363 members 
Mstep: Class 6 contains 128474 members 
Mstep: Class 7 contains 223378 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 20727 members 
Mstep: Class 13 contains 67992 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 79657 members 
Mstep: Class 16 contains 170518 members 
Mstep: Class 17 contains 69454 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 99455 members 
Mstep: Class 20 contains 102829 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21335 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 16874 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41472 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 120226 members 
Mstep: Class 30 contains 77554 members 
Mstep: Class 31 contains 17337 members 
Mstep: Class 32 contains 6720 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129328.000000 Penalty: 115847.835938
Iteration 196Q: 34 clusters Score -1.811293e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 128465 members 
Mstep: Class 7 contains 223385 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 20742 members 
Mstep: Class 13 contains 67977 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 79653 members 
Mstep: Class 16 contains 170677 members 
Mstep: Class 17 contains 69449 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 99163 members 
Mstep: Class 20 contains 102992 members 
Mstep: Class 21 contains 4573 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21341 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 16886 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41454 members 
Mstep: Class 28 contains 8929 members 
Mstep: Class 29 contains 120195 members 
Mstep: Class 30 contains 77558 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 6721 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128704.000000 Penalty: 115847.835938
Iteration 197Q: 34 clusters Score -1.811287e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 27960 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 128459 members 
Mstep: Class 7 contains 223443 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 20753 members 
Mstep: Class 13 contains 67958 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 79643 members 
Mstep: Class 16 contains 170691 members 
Mstep: Class 17 contains 69452 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 98948 members 
Mstep: Class 20 contains 103155 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21349 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16913 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41435 members 
Mstep: Class 28 contains 8931 members 
Mstep: Class 29 contains 120203 members 
Mstep: Class 30 contains 77560 members 
Mstep: Class 31 contains 17324 members 
Mstep: Class 32 contains 6717 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128464.000000 Penalty: 115847.835938
Iteration 198Q: 34 clusters Score -1.811285e+08 nChanged 2885
Entering ConstructFrom: 
Score: -181128464.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157716.718750 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157716.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158185.578125 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158185.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158481.546875 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158481.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158803.593750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158803.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159300.109375 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -159300.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -159526.875000 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159526.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159614.062500 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -159614.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -159663.781250 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159694.453125 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159715.750000 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159731.640625 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159744.031250 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -159750.781250 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159752.328125 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159752.328125 Penalty: 3540.484131
	Iteration 14F: 3 clusters Score -159752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -814082.812500 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -814082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -808567.812500 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -808567.8 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -810024.875000 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -810024.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -810375.875000 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -810375.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -810699.125000 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -810699.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -811016.687500 Penalty: 4363.359375
	Iteration 4F: 3 clusters Score -811016.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -811337.687500 Penalty: 4363.359375
	Iteration 5F: 3 clusters Score -811337.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -811648.687500 Penalty: 4363.359375
	Iteration 6F: 3 clusters Score -811648.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -811931.875000 Penalty: 4363.359375
	Iteration 7F: 3 clusters Score -811931.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -812142.125000 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -812142.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -812282.812500 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -812282.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -812388.375000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -812388.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -812457.937500 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -812457.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -812498.687500 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -812498.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -812531.875000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -812531.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -812552.187500 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -812552.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -812567.750000 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -812567.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -812586.812500 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -812586.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -812609.187500 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -812609.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -812628.937500 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -812628.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -812649.875000 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -812649.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -812670.062500 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -812670.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -812697.375000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -812697.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -812722.312500 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -812722.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -812740.875000 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -812740.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -812747.687500 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -812747.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -812756.062500 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -812756.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -812762.250000 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -812762.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -812769.812500 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -812769.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -812777.562500 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -812777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -812781.937500 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -812781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -812787.250000 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -812787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -812797.250000 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -812797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -812803.812500 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -812803.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -812812.687500 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -812812.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -812819.312500 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -812819.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -812824.687500 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -812824.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -812830.562500 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -812830.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -812839.375000 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -812839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -812842.187500 Penalty: 4363.359375
	Iteration 38Q: 3 clusters Score -812842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -812849.187500 Penalty: 4363.359375
	Iteration 39Q: 3 clusters Score -812849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -812851.937500 Penalty: 4363.359375
	Iteration 40F: 3 clusters Score -812851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -812855.625000 Penalty: 4363.359375
	Iteration 41Q: 3 clusters Score -812855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -812859.250000 Penalty: 4363.359375
	Iteration 42Q: 3 clusters Score -812859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -812861.250000 Penalty: 4363.359375
	Iteration 43Q: 3 clusters Score -812861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -812866.750000 Penalty: 4363.359375
	Iteration 44Q: 3 clusters Score -812866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -812870.875000 Penalty: 4363.359375
	Iteration 45Q: 3 clusters Score -812870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -812875.750000 Penalty: 4363.359375
	Iteration 46Q: 3 clusters Score -812875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -812879.250000 Penalty: 4363.359375
	Iteration 47Q: 3 clusters Score -812879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -812885.187500 Penalty: 4363.359375
	Iteration 48Q: 3 clusters Score -812885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -812890.250000 Penalty: 4363.359375
	Iteration 49Q: 3 clusters Score -812890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -812896.625000 Penalty: 4363.359375
	Iteration 50Q: 3 clusters Score -812896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -812904.875000 Penalty: 4363.359375
	Iteration 51Q: 3 clusters Score -812904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -812915.812500 Penalty: 4363.359375
	Iteration 52Q: 3 clusters Score -812915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -812934.750000 Penalty: 4363.359375
	Iteration 53Q: 3 clusters Score -812934.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -812954.125000 Penalty: 4363.359375
	Iteration 54Q: 3 clusters Score -812954.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -812981.687500 Penalty: 4363.359375
	Iteration 55Q: 3 clusters Score -812981.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -813020.375000 Penalty: 4363.359375
	Iteration 56Q: 3 clusters Score -813020.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -813060.250000 Penalty: 4363.359375
	Iteration 57Q: 3 clusters Score -813060.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -813085.125000 Penalty: 4363.359375
	Iteration 58Q: 3 clusters Score -813085.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -813103.250000 Penalty: 4363.359375
	Iteration 59Q: 3 clusters Score -813103.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -813117.750000 Penalty: 4363.359375
	Iteration 60F: 3 clusters Score -813117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -813124.937500 Penalty: 4363.359375
	Iteration 61Q: 3 clusters Score -813124.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -813138.187500 Penalty: 4363.359375
	Iteration 62Q: 3 clusters Score -813138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -813144.062500 Penalty: 4363.359375
	Iteration 63Q: 3 clusters Score -813144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -813148.812500 Penalty: 4363.359375
	Iteration 64Q: 3 clusters Score -813148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -813152.187500 Penalty: 4363.359375
	Iteration 65Q: 3 clusters Score -813152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -813153.812500 Penalty: 4363.359375
	Iteration 66Q: 3 clusters Score -813153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -813155.875000 Penalty: 4363.359375
	Iteration 67Q: 3 clusters Score -813155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -813158.562500 Penalty: 4363.359375
	Iteration 68Q: 3 clusters Score -813158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -813158.437500 Penalty: 4363.359375
	Iteration 69Q: 3 clusters Score -813158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -813159.062500 Penalty: 4363.359375
	Iteration 70Q: 3 clusters Score -813159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -813161.375000 Penalty: 4363.359375
	Iteration 71Q: 3 clusters Score -813161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -813159.625000 Penalty: 4363.359375
	Iteration 72Q: 3 clusters Score -813159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -813159.625000 Penalty: 4363.359375
	Iteration 73F: 3 clusters Score -813159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Entering Unmasked Estep 
Score: -3686447.750000 Penalty: 2539.226318
	Iteration 0F: 2 clusters Score -3686448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3667224.250000 Penalty: 5078.452637
	Iteration 0F: 3 clusters Score -3667224 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3674236.500000 Penalty: 5078.452637
	Iteration 1F: 3 clusters Score -3674236 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3674802.750000 Penalty: 5078.452637
	Iteration 2F: 3 clusters Score -3674803 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3675305.750000 Penalty: 5078.452637
	Iteration 3Q: 3 clusters Score -3675306 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3675829.250000 Penalty: 5078.452637
	Iteration 4Q: 3 clusters Score -3675829 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3676382.750000 Penalty: 5078.452637
	Iteration 5Q: 3 clusters Score -3676383 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3676982.500000 Penalty: 5078.452637
	Iteration 6Q: 3 clusters Score -3676982 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3677648.000000 Penalty: 5078.452637
	Iteration 7Q: 3 clusters Score -3677648 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3678467.250000 Penalty: 5078.452637
	Iteration 8Q: 3 clusters Score -3678467 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3679402.500000 Penalty: 5078.452637
	Iteration 9Q: 3 clusters Score -3679402 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3680379.000000 Penalty: 5078.452637
	Iteration 10Q: 3 clusters Score -3680379 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3681356.250000 Penalty: 5078.452637
	Iteration 11Q: 3 clusters Score -3681356 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3682190.750000 Penalty: 5078.452637
	Iteration 12Q: 3 clusters Score -3682191 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3682809.000000 Penalty: 5078.452637
	Iteration 13Q: 3 clusters Score -3682809 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3683237.750000 Penalty: 5078.452637
	Iteration 14Q: 3 clusters Score -3683238 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3683540.000000 Penalty: 5078.452637
	Iteration 15Q: 3 clusters Score -3683540 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3683742.000000 Penalty: 5078.452637
	Iteration 16Q: 3 clusters Score -3683742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3683874.000000 Penalty: 5078.452637
	Iteration 17Q: 3 clusters Score -3683874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3683969.500000 Penalty: 5078.452637
	Iteration 18Q: 3 clusters Score -3683970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3684034.250000 Penalty: 5078.452637
	Iteration 19Q: 3 clusters Score -3684034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3684084.000000 Penalty: 5078.452637
	Iteration 20F: 3 clusters Score -3684084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3684124.750000 Penalty: 5078.452637
	Iteration 21Q: 3 clusters Score -3684125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3684159.000000 Penalty: 5078.452637
	Iteration 22Q: 3 clusters Score -3684159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3684189.750000 Penalty: 5078.452637
	Iteration 23Q: 3 clusters Score -3684190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3684212.250000 Penalty: 5078.452637
	Iteration 24Q: 3 clusters Score -3684212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3684228.250000 Penalty: 5078.452637
	Iteration 25Q: 3 clusters Score -3684228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3684252.250000 Penalty: 5078.452637
	Iteration 26Q: 3 clusters Score -3684252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3684263.500000 Penalty: 5078.452637
	Iteration 27Q: 3 clusters Score -3684264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3684273.000000 Penalty: 5078.452637
	Iteration 28Q: 3 clusters Score -3684273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3684275.750000 Penalty: 5078.452637
	Iteration 29Q: 3 clusters Score -3684276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3684283.750000 Penalty: 5078.452637
	Iteration 30Q: 3 clusters Score -3684284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3684290.500000 Penalty: 5078.452637
	Iteration 31Q: 3 clusters Score -3684290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3684296.750000 Penalty: 5078.452637
	Iteration 32Q: 3 clusters Score -3684297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3684302.250000 Penalty: 5078.452637
	Iteration 33Q: 3 clusters Score -3684302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3684310.000000 Penalty: 5078.452637
	Iteration 34Q: 3 clusters Score -3684310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3684311.750000 Penalty: 5078.452637
	Iteration 35Q: 3 clusters Score -3684312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3684319.250000 Penalty: 5078.452637
	Iteration 36Q: 3 clusters Score -3684319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3684315.000000 Penalty: 5078.452637
	Iteration 37Q: 3 clusters Score -3684315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3684315.750000 Penalty: 5078.452637
	Iteration 38Q: 3 clusters Score -3684316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3684320.000000 Penalty: 5078.452637
	Iteration 39Q: 3 clusters Score -3684320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3684323.500000 Penalty: 5078.452637
	Iteration 40F: 3 clusters Score -3684324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3684324.750000 Penalty: 5078.452637
	Iteration 41Q: 3 clusters Score -3684325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3684336.750000 Penalty: 5078.452637
	Iteration 42Q: 3 clusters Score -3684337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3684333.000000 Penalty: 5078.452637
	Iteration 43Q: 3 clusters Score -3684333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3684332.250000 Penalty: 5078.452637
	Iteration 44Q: 3 clusters Score -3684332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3684332.250000 Penalty: 5078.452637
	Iteration 45F: 3 clusters Score -3684332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Entering Unmasked Estep 
Score: -2603794.500000 Penalty: 2446.830811
	Iteration 0F: 2 clusters Score -2603794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2590186.250000 Penalty: 4893.661621
	Iteration 0F: 3 clusters Score -2590186 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2594703.500000 Penalty: 4893.661621
	Iteration 1F: 3 clusters Score -2594704 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2595119.750000 Penalty: 4893.661621
	Iteration 2F: 3 clusters Score -2595120 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2595426.750000 Penalty: 4893.661621
	Iteration 3Q: 3 clusters Score -2595427 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2595725.500000 Penalty: 4893.661621
	Iteration 4Q: 3 clusters Score -2595726 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2596042.750000 Penalty: 4893.661621
	Iteration 5Q: 3 clusters Score -2596043 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2596408.500000 Penalty: 4893.661621
	Iteration 6Q: 3 clusters Score -2596408 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2596851.750000 Penalty: 4893.661621
	Iteration 7Q: 3 clusters Score -2596852 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2597381.000000 Penalty: 4893.661621
	Iteration 8Q: 3 clusters Score -2597381 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2598019.000000 Penalty: 4893.661621
	Iteration 9F: 3 clusters Score -2598019 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2598689.500000 Penalty: 4893.661621
	Iteration 10F: 3 clusters Score -2598690 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2599384.250000 Penalty: 4893.661621
	Iteration 11Q: 3 clusters Score -2599384 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2600012.000000 Penalty: 4893.661621
	Iteration 12Q: 3 clusters Score -2600012 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2600519.000000 Penalty: 4893.661621
	Iteration 13Q: 3 clusters Score -2600519 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2600885.750000 Penalty: 4893.661621
	Iteration 14Q: 3 clusters Score -2600886 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2601117.750000 Penalty: 4893.661621
	Iteration 15Q: 3 clusters Score -2601118 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2601302.000000 Penalty: 4893.661621
	Iteration 16Q: 3 clusters Score -2601302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2601410.250000 Penalty: 4893.661621
	Iteration 17Q: 3 clusters Score -2601410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2601477.000000 Penalty: 4893.661621
	Iteration 18Q: 3 clusters Score -2601477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2601537.750000 Penalty: 4893.661621
	Iteration 19Q: 3 clusters Score -2601538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2601568.000000 Penalty: 4893.661621
	Iteration 20F: 3 clusters Score -2601568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2601588.750000 Penalty: 4893.661621
	Iteration 21Q: 3 clusters Score -2601589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2601613.500000 Penalty: 4893.661621
	Iteration 22Q: 3 clusters Score -2601614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2601629.250000 Penalty: 4893.661621
	Iteration 23Q: 3 clusters Score -2601629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2601634.500000 Penalty: 4893.661621
	Iteration 24Q: 3 clusters Score -2601634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2601642.500000 Penalty: 4893.661621
	Iteration 25Q: 3 clusters Score -2601642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2601657.250000 Penalty: 4893.661621
	Iteration 26Q: 3 clusters Score -2601657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2601667.000000 Penalty: 4893.661621
	Iteration 27Q: 3 clusters Score -2601667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2601681.250000 Penalty: 4893.661621
	Iteration 28Q: 3 clusters Score -2601681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2601695.750000 Penalty: 4893.661621
	Iteration 29Q: 3 clusters Score -2601696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2601704.750000 Penalty: 4893.661621
	Iteration 30Q: 3 clusters Score -2601705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2601714.250000 Penalty: 4893.661621
	Iteration 31Q: 3 clusters Score -2601714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2601724.000000 Penalty: 4893.661621
	Iteration 32Q: 3 clusters Score -2601724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2601731.750000 Penalty: 4893.661621
	Iteration 33Q: 3 clusters Score -2601732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2601736.250000 Penalty: 4893.661621
	Iteration 34Q: 3 clusters Score -2601736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2601735.000000 Penalty: 4893.661621
	Iteration 35Q: 3 clusters Score -2601735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2601742.750000 Penalty: 4893.661621
	Iteration 36Q: 3 clusters Score -2601743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2601753.500000 Penalty: 4893.661621
	Iteration 37Q: 3 clusters Score -2601754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2601760.500000 Penalty: 4893.661621
	Iteration 38Q: 3 clusters Score -2601760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2601767.750000 Penalty: 4893.661621
	Iteration 39Q: 3 clusters Score -2601768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2601767.000000 Penalty: 4893.661621
	Iteration 40F: 3 clusters Score -2601767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2601768.000000 Penalty: 4893.661621
	Iteration 41Q: 3 clusters Score -2601768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2601773.250000 Penalty: 4893.661621
	Iteration 42Q: 3 clusters Score -2601773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2601774.500000 Penalty: 4893.661621
	Iteration 43Q: 3 clusters Score -2601774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2601771.250000 Penalty: 4893.661621
	Iteration 44Q: 3 clusters Score -2601771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2601775.000000 Penalty: 4893.661621
	Iteration 45Q: 3 clusters Score -2601775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2601775.000000 Penalty: 4893.661621
	Iteration 46F: 3 clusters Score -2601775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -1033967.250000 Penalty: 2239.473633
	Iteration 0F: 2 clusters Score -1033967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1027384.000000 Penalty: 4478.947266
	Iteration 0F: 3 clusters Score -1027384 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1029228.062500 Penalty: 4478.947266
	Iteration 1F: 3 clusters Score -1029228 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1029536.687500 Penalty: 4478.947266
	Iteration 2F: 3 clusters Score -1029537 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1029761.000000 Penalty: 4478.947266
	Iteration 3F: 3 clusters Score -1029761 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1029973.000000 Penalty: 4478.947266
	Iteration 4Q: 3 clusters Score -1029973 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1030142.000000 Penalty: 4478.947266
	Iteration 5Q: 3 clusters Score -1030142 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1030266.062500 Penalty: 4478.947266
	Iteration 6Q: 3 clusters Score -1030266 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1030356.875000 Penalty: 4478.947266
	Iteration 7Q: 3 clusters Score -1030357 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1030442.875000 Penalty: 4478.947266
	Iteration 8Q: 3 clusters Score -1030443 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1030532.625000 Penalty: 4478.947266
	Iteration 9Q: 3 clusters Score -1030533 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1030623.562500 Penalty: 4478.947266
	Iteration 10Q: 3 clusters Score -1030624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1030700.562500 Penalty: 4478.947266
	Iteration 11Q: 3 clusters Score -1030701 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1030790.750000 Penalty: 4478.947266
	Iteration 12Q: 3 clusters Score -1030791 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1030860.875000 Penalty: 4478.947266
	Iteration 13Q: 3 clusters Score -1030861 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1030938.812500 Penalty: 4478.947266
	Iteration 14Q: 3 clusters Score -1030939 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1030997.812500 Penalty: 4478.947266
	Iteration 15Q: 3 clusters Score -1030998 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1031053.625000 Penalty: 4478.947266
	Iteration 16Q: 3 clusters Score -1031054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1031111.000000 Penalty: 4478.947266
	Iteration 17Q: 3 clusters Score -1031111 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1031169.500000 Penalty: 4478.947266
	Iteration 18Q: 3 clusters Score -1031170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1031225.187500 Penalty: 4478.947266
	Iteration 19Q: 3 clusters Score -1031225 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1031285.500000 Penalty: 4478.947266
	Iteration 20F: 3 clusters Score -1031286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1031345.125000 Penalty: 4478.947266
	Iteration 21Q: 3 clusters Score -1031345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1031428.312500 Penalty: 4478.947266
	Iteration 22Q: 3 clusters Score -1031428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1031521.375000 Penalty: 4478.947266
	Iteration 23Q: 3 clusters Score -1031521 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1031606.250000 Penalty: 4478.947266
	Iteration 24Q: 3 clusters Score -1031606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1031681.250000 Penalty: 4478.947266
	Iteration 25Q: 3 clusters Score -1031681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1031746.375000 Penalty: 4478.947266
	Iteration 26Q: 3 clusters Score -1031746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1031797.187500 Penalty: 4478.947266
	Iteration 27Q: 3 clusters Score -1031797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1031834.437500 Penalty: 4478.947266
	Iteration 28Q: 3 clusters Score -1031834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1031870.687500 Penalty: 4478.947266
	Iteration 29Q: 3 clusters Score -1031871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1031897.000000 Penalty: 4478.947266
	Iteration 30Q: 3 clusters Score -1031897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1031927.062500 Penalty: 4478.947266
	Iteration 31Q: 3 clusters Score -1031927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1031953.750000 Penalty: 4478.947266
	Iteration 32Q: 3 clusters Score -1031954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1031975.000000 Penalty: 4478.947266
	Iteration 33Q: 3 clusters Score -1031975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1031996.937500 Penalty: 4478.947266
	Iteration 34Q: 3 clusters Score -1031997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1032024.562500 Penalty: 4478.947266
	Iteration 35Q: 3 clusters Score -1032025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1032056.312500 Penalty: 4478.947266
	Iteration 36Q: 3 clusters Score -1032056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1032096.687500 Penalty: 4478.947266
	Iteration 37Q: 3 clusters Score -1032097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1032124.625000 Penalty: 4478.947266
	Iteration 38Q: 3 clusters Score -1032125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1032157.875000 Penalty: 4478.947266
	Iteration 39Q: 3 clusters Score -1032158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1032190.250000 Penalty: 4478.947266
	Iteration 40F: 3 clusters Score -1032190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1032219.562500 Penalty: 4478.947266
	Iteration 41Q: 3 clusters Score -1032220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1032236.062500 Penalty: 4478.947266
	Iteration 42Q: 3 clusters Score -1032236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1032255.437500 Penalty: 4478.947266
	Iteration 43Q: 3 clusters Score -1032255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1032275.250000 Penalty: 4478.947266
	Iteration 44Q: 3 clusters Score -1032275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1032295.000000 Penalty: 4478.947266
	Iteration 45Q: 3 clusters Score -1032295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1032307.437500 Penalty: 4478.947266
	Iteration 46Q: 3 clusters Score -1032307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1032324.187500 Penalty: 4478.947266
	Iteration 47Q: 3 clusters Score -1032324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1032339.812500 Penalty: 4478.947266
	Iteration 48Q: 3 clusters Score -1032340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1032356.437500 Penalty: 4478.947266
	Iteration 49Q: 3 clusters Score -1032356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1032361.562500 Penalty: 4478.947266
	Iteration 50Q: 3 clusters Score -1032362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1032367.312500 Penalty: 4478.947266
	Iteration 51Q: 3 clusters Score -1032367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1032372.187500 Penalty: 4478.947266
	Iteration 52Q: 3 clusters Score -1032372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1032376.250000 Penalty: 4478.947266
	Iteration 53Q: 3 clusters Score -1032376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1032378.687500 Penalty: 4478.947266
	Iteration 54Q: 3 clusters Score -1032379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1032384.375000 Penalty: 4478.947266
	Iteration 55Q: 3 clusters Score -1032384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1032394.812500 Penalty: 4478.947266
	Iteration 56Q: 3 clusters Score -1032395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1032401.875000 Penalty: 4478.947266
	Iteration 57Q: 3 clusters Score -1032402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1032408.062500 Penalty: 4478.947266
	Iteration 58Q: 3 clusters Score -1032408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1032407.812500 Penalty: 4478.947266
	Iteration 59Q: 3 clusters Score -1032408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1032411.500000 Penalty: 4478.947266
	Iteration 60F: 3 clusters Score -1032412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1032416.375000 Penalty: 4478.947266
	Iteration 61Q: 3 clusters Score -1032416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1032419.000000 Penalty: 4478.947266
	Iteration 62Q: 3 clusters Score -1032419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1032420.062500 Penalty: 4478.947266
	Iteration 63Q: 3 clusters Score -1032420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1032422.375000 Penalty: 4478.947266
	Iteration 64Q: 3 clusters Score -1032422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1032423.812500 Penalty: 4478.947266
	Iteration 65Q: 3 clusters Score -1032424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1032426.250000 Penalty: 4478.947266
	Iteration 66Q: 3 clusters Score -1032426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1032429.937500 Penalty: 4478.947266
	Iteration 67Q: 3 clusters Score -1032430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1032432.437500 Penalty: 4478.947266
	Iteration 68Q: 3 clusters Score -1032432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1032436.187500 Penalty: 4478.947266
	Iteration 69Q: 3 clusters Score -1032436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1032440.375000 Penalty: 4478.947266
	Iteration 70Q: 3 clusters Score -1032440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1032442.937500 Penalty: 4478.947266
	Iteration 71Q: 3 clusters Score -1032443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1032445.062500 Penalty: 4478.947266
	Iteration 72Q: 3 clusters Score -1032445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1032447.312500 Penalty: 4478.947266
	Iteration 73Q: 3 clusters Score -1032447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1032453.625000 Penalty: 4478.947266
	Iteration 74Q: 3 clusters Score -1032454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1032457.000000 Penalty: 4478.947266
	Iteration 75Q: 3 clusters Score -1032457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1032465.750000 Penalty: 4478.947266
	Iteration 76Q: 3 clusters Score -1032466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1032476.187500 Penalty: 4478.947266
	Iteration 77Q: 3 clusters Score -1032476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1032476.625000 Penalty: 4478.947266
	Iteration 78Q: 3 clusters Score -1032477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1032475.937500 Penalty: 4478.947266
	Iteration 79Q: 3 clusters Score -1032476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1032476.500000 Penalty: 4478.947266
	Iteration 80F: 3 clusters Score -1032476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1032476.687500 Penalty: 4478.947266
	Iteration 81Q: 3 clusters Score -1032477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1032477.312500 Penalty: 4478.947266
	Iteration 82Q: 3 clusters Score -1032477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1032477.312500 Penalty: 4478.947266
	Iteration 83F: 3 clusters Score -1032477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (128442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Entering Unmasked Estep 
Score: -16888806.000000 Penalty: 2917.281738
	Iteration 0F: 2 clusters Score -1.688881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -16803730.000000 Penalty: 5834.563477
	Iteration 0F: 3 clusters Score -1.680373e+07 nChanged 60831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -16838578.000000 Penalty: 5834.563477
	Iteration 1F: 3 clusters Score -1.683858e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -16839290.000000 Penalty: 5834.563477
	Iteration 2Q: 3 clusters Score -1.683929e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -16840106.000000 Penalty: 5834.563477
	Iteration 3Q: 3 clusters Score -1.684011e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -16841356.000000 Penalty: 5834.563477
	Iteration 4Q: 3 clusters Score -1.684136e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -16842844.000000 Penalty: 5834.563477
	Iteration 5Q: 3 clusters Score -1.684284e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -16845214.000000 Penalty: 5834.563477
	Iteration 6Q: 3 clusters Score -1.684521e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -16849072.000000 Penalty: 5834.563477
	Iteration 7F: 3 clusters Score -1.684907e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -16854472.000000 Penalty: 5834.563477
	Iteration 8F: 3 clusters Score -1.685447e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -16862224.000000 Penalty: 5834.563477
	Iteration 9F: 3 clusters Score -1.686222e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -16870386.000000 Penalty: 5834.563477
	Iteration 10F: 3 clusters Score -1.687039e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -16877504.000000 Penalty: 5834.563477
	Iteration 11F: 3 clusters Score -1.68775e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -16882058.000000 Penalty: 5834.563477
	Iteration 12Q: 3 clusters Score -1.688206e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -16884290.000000 Penalty: 5834.563477
	Iteration 13Q: 3 clusters Score -1.688429e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -16885378.000000 Penalty: 5834.563477
	Iteration 14Q: 3 clusters Score -1.688538e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -16885802.000000 Penalty: 5834.563477
	Iteration 15Q: 3 clusters Score -1.68858e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -16886092.000000 Penalty: 5834.563477
	Iteration 16Q: 3 clusters Score -1.688609e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -16886210.000000 Penalty: 5834.563477
	Iteration 17Q: 3 clusters Score -1.688621e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -16886358.000000 Penalty: 5834.563477
	Iteration 18Q: 3 clusters Score -1.688636e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -16886440.000000 Penalty: 5834.563477
	Iteration 19Q: 3 clusters Score -1.688644e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -16886496.000000 Penalty: 5834.563477
	Iteration 20F: 3 clusters Score -1.68865e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -16886540.000000 Penalty: 5834.563477
	Iteration 21Q: 3 clusters Score -1.688654e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -16886578.000000 Penalty: 5834.563477
	Iteration 22Q: 3 clusters Score -1.688658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -16886586.000000 Penalty: 5834.563477
	Iteration 23Q: 3 clusters Score -1.688659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 127073 members 
Entering Unmasked Estep 
Score: -16886620.000000 Penalty: 5834.563477
	Iteration 24Q: 3 clusters Score -1.688662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -16886620.000000 Penalty: 5834.563477
	Iteration 25Q: 3 clusters Score -1.688662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -16886620.000000 Penalty: 5834.563477
	Iteration 26Q: 3 clusters Score -1.688662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -16886626.000000 Penalty: 5834.563477
	Iteration 27Q: 3 clusters Score -1.688663e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -16886642.000000 Penalty: 5834.563477
	Iteration 28Q: 3 clusters Score -1.688664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -16886656.000000 Penalty: 5834.563477
	Iteration 29Q: 3 clusters Score -1.688666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 127129 members 
Entering Unmasked Estep 
Score: -16886664.000000 Penalty: 5834.563477
	Iteration 30Q: 3 clusters Score -1.688666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -16886676.000000 Penalty: 5834.563477
	Iteration 31Q: 3 clusters Score -1.688668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -16886680.000000 Penalty: 5834.563477
	Iteration 32Q: 3 clusters Score -1.688668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -16886706.000000 Penalty: 5834.563477
	Iteration 33Q: 3 clusters Score -1.688671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -16886702.000000 Penalty: 5834.563477
	Iteration 34Q: 3 clusters Score -1.68867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 127138 members 
Entering Unmasked Estep 
Score: -16886698.000000 Penalty: 5834.563477
	Iteration 35Q: 3 clusters Score -1.68867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 127138 members 
Entering Unmasked Estep 
Score: -16886702.000000 Penalty: 5834.563477
	Iteration 36Q: 3 clusters Score -1.68867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 127140 members 
Entering Unmasked Estep 
Score: -16886708.000000 Penalty: 5834.563477
	Iteration 37Q: 3 clusters Score -1.688671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 127142 members 
Entering Unmasked Estep 
Score: -16886712.000000 Penalty: 5834.563477
	Iteration 38Q: 3 clusters Score -1.688671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -16886710.000000 Penalty: 5834.563477
	Iteration 39Q: 3 clusters Score -1.688671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -16886710.000000 Penalty: 5834.563477
	Iteration 40F: 3 clusters Score -1.688671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223459 members 
Entering Unmasked Estep 
Score: -29878744.000000 Penalty: 3054.611816
	Iteration 0F: 2 clusters Score -2.987874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -29741798.000000 Penalty: 6109.223633
	Iteration 0F: 3 clusters Score -2.97418e+07 nChanged 107708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -29805062.000000 Penalty: 6109.223633
	Iteration 1F: 3 clusters Score -2.980506e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -29806614.000000 Penalty: 6109.223633
	Iteration 2Q: 3 clusters Score -2.980661e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121536 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -29808484.000000 Penalty: 6109.223633
	Iteration 3Q: 3 clusters Score -2.980848e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126618 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -29811318.000000 Penalty: 6109.223633
	Iteration 4Q: 3 clusters Score -2.981132e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -29815920.000000 Penalty: 6109.223633
	Iteration 5Q: 3 clusters Score -2.981592e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -29823098.000000 Penalty: 6109.223633
	Iteration 6F: 3 clusters Score -2.98231e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -29833960.000000 Penalty: 6109.223633
	Iteration 7F: 3 clusters Score -2.983396e+07 nChanged 16596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174792 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -29847876.000000 Penalty: 6109.223633
	Iteration 8F: 3 clusters Score -2.984788e+07 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190237 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -29860524.000000 Penalty: 6109.223633
	Iteration 9F: 3 clusters Score -2.986052e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201426 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -29868942.000000 Penalty: 6109.223633
	Iteration 10F: 3 clusters Score -2.986894e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208450 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -29873340.000000 Penalty: 6109.223633
	Iteration 11Q: 3 clusters Score -2.987334e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212602 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -29875806.000000 Penalty: 6109.223633
	Iteration 12Q: 3 clusters Score -2.987581e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -29876796.000000 Penalty: 6109.223633
	Iteration 13Q: 3 clusters Score -2.98768e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216721 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -29877480.000000 Penalty: 6109.223633
	Iteration 14Q: 3 clusters Score -2.987748e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -29877728.000000 Penalty: 6109.223633
	Iteration 15Q: 3 clusters Score -2.987773e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218367 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -29877940.000000 Penalty: 6109.223633
	Iteration 16Q: 3 clusters Score -2.987794e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218839 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -29877992.000000 Penalty: 6109.223633
	Iteration 17Q: 3 clusters Score -2.987799e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219181 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -29878032.000000 Penalty: 6109.223633
	Iteration 18Q: 3 clusters Score -2.987803e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219451 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -29878110.000000 Penalty: 6109.223633
	Iteration 19Q: 3 clusters Score -2.987811e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219660 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -29878110.000000 Penalty: 6109.223633
	Iteration 20F: 3 clusters Score -2.987811e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219799 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -29878122.000000 Penalty: 6109.223633
	Iteration 21Q: 3 clusters Score -2.987812e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219905 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -29878144.000000 Penalty: 6109.223633
	Iteration 22Q: 3 clusters Score -2.987814e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220001 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -29878108.000000 Penalty: 6109.223633
	Iteration 23Q: 3 clusters Score -2.987811e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -29878128.000000 Penalty: 6109.223633
	Iteration 24Q: 3 clusters Score -2.987813e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220111 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -29878082.000000 Penalty: 6109.223633
	Iteration 25Q: 3 clusters Score -2.987808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220168 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -29878118.000000 Penalty: 6109.223633
	Iteration 26Q: 3 clusters Score -2.987812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220213 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -29878126.000000 Penalty: 6109.223633
	Iteration 27Q: 3 clusters Score -2.987813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220248 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -29878110.000000 Penalty: 6109.223633
	Iteration 28Q: 3 clusters Score -2.987811e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220273 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -29878096.000000 Penalty: 6109.223633
	Iteration 29Q: 3 clusters Score -2.98781e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220303 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -29878088.000000 Penalty: 6109.223633
	Iteration 30Q: 3 clusters Score -2.987809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220337 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -29878072.000000 Penalty: 6109.223633
	Iteration 31Q: 3 clusters Score -2.987807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220361 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -29878074.000000 Penalty: 6109.223633
	Iteration 32Q: 3 clusters Score -2.987807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220381 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -29878082.000000 Penalty: 6109.223633
	Iteration 33Q: 3 clusters Score -2.987808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220396 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -29878086.000000 Penalty: 6109.223633
	Iteration 34Q: 3 clusters Score -2.987809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220408 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -29878096.000000 Penalty: 6109.223633
	Iteration 35Q: 3 clusters Score -2.98781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220413 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -29878104.000000 Penalty: 6109.223633
	Iteration 36Q: 3 clusters Score -2.98781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220422 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -29878104.000000 Penalty: 6109.223633
	Iteration 37Q: 3 clusters Score -2.98781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220436 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -29878076.000000 Penalty: 6109.223633
	Iteration 38Q: 3 clusters Score -2.987808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220446 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -29878072.000000 Penalty: 6109.223633
	Iteration 39Q: 3 clusters Score -2.987807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220462 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -29878078.000000 Penalty: 6109.223633
	Iteration 40F: 3 clusters Score -2.987808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220475 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -29878084.000000 Penalty: 6109.223633
	Iteration 41Q: 3 clusters Score -2.987808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220483 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -29878086.000000 Penalty: 6109.223633
	Iteration 42Q: 3 clusters Score -2.987809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220496 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -29878090.000000 Penalty: 6109.223633
	Iteration 43Q: 3 clusters Score -2.987809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220508 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -29878108.000000 Penalty: 6109.223633
	Iteration 44Q: 3 clusters Score -2.987811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220520 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -29878120.000000 Penalty: 6109.223633
	Iteration 45Q: 3 clusters Score -2.987812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220528 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -29878118.000000 Penalty: 6109.223633
	Iteration 46Q: 3 clusters Score -2.987812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220537 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -29878134.000000 Penalty: 6109.223633
	Iteration 47Q: 3 clusters Score -2.987813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220545 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -29878158.000000 Penalty: 6109.223633
	Iteration 48Q: 3 clusters Score -2.987816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220555 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -29878156.000000 Penalty: 6109.223633
	Iteration 49Q: 3 clusters Score -2.987816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220563 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -29878154.000000 Penalty: 6109.223633
	Iteration 50Q: 3 clusters Score -2.987815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220573 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -29878162.000000 Penalty: 6109.223633
	Iteration 51Q: 3 clusters Score -2.987816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220587 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -29878156.000000 Penalty: 6109.223633
	Iteration 52Q: 3 clusters Score -2.987816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -29878162.000000 Penalty: 6109.223633
	Iteration 53Q: 3 clusters Score -2.987816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220604 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29878172.000000 Penalty: 6109.223633
	Iteration 54Q: 3 clusters Score -2.987817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220613 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -29878154.000000 Penalty: 6109.223633
	Iteration 55Q: 3 clusters Score -2.987815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220628 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -29878140.000000 Penalty: 6109.223633
	Iteration 56Q: 3 clusters Score -2.987814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -29878146.000000 Penalty: 6109.223633
	Iteration 57Q: 3 clusters Score -2.987815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220641 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -29878140.000000 Penalty: 6109.223633
	Iteration 58Q: 3 clusters Score -2.987814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220650 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -29878158.000000 Penalty: 6109.223633
	Iteration 59Q: 3 clusters Score -2.987816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220657 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -29878140.000000 Penalty: 6109.223633
	Iteration 60F: 3 clusters Score -2.987814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220663 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -29878144.000000 Penalty: 6109.223633
	Iteration 61Q: 3 clusters Score -2.987814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220671 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -29878164.000000 Penalty: 6109.223633
	Iteration 62Q: 3 clusters Score -2.987816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220676 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -29878180.000000 Penalty: 6109.223633
	Iteration 63Q: 3 clusters Score -2.987818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220679 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -29878164.000000 Penalty: 6109.223633
	Iteration 64Q: 3 clusters Score -2.987816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220685 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -29878164.000000 Penalty: 6109.223633
	Iteration 65Q: 3 clusters Score -2.987816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220693 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -29878150.000000 Penalty: 6109.223633
	Iteration 66Q: 3 clusters Score -2.987815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220696 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -29878152.000000 Penalty: 6109.223633
	Iteration 67Q: 3 clusters Score -2.987815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220699 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -29878154.000000 Penalty: 6109.223633
	Iteration 68Q: 3 clusters Score -2.987815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220701 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -29878152.000000 Penalty: 6109.223633
	Iteration 69Q: 3 clusters Score -2.987815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220705 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -29878134.000000 Penalty: 6109.223633
	Iteration 70Q: 3 clusters Score -2.987813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -29878108.000000 Penalty: 6109.223633
	Iteration 71Q: 3 clusters Score -2.987811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -29878134.000000 Penalty: 6109.223633
	Iteration 72Q: 3 clusters Score -2.987813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220721 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -29878134.000000 Penalty: 6109.223633
	Iteration 73Q: 3 clusters Score -2.987813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220723 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -29878128.000000 Penalty: 6109.223633
	Iteration 74Q: 3 clusters Score -2.987813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220727 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -29878122.000000 Penalty: 6109.223633
	Iteration 75Q: 3 clusters Score -2.987812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220728 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -29878120.000000 Penalty: 6109.223633
	Iteration 76Q: 3 clusters Score -2.987812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220729 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -29878120.000000 Penalty: 6109.223633
	Iteration 77Q: 3 clusters Score -2.987812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220730 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -29878136.000000 Penalty: 6109.223633
	Iteration 78Q: 3 clusters Score -2.987814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220731 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -29878142.000000 Penalty: 6109.223633
	Iteration 79Q: 3 clusters Score -2.987814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -29878128.000000 Penalty: 6109.223633
	Iteration 80F: 3 clusters Score -2.987813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220737 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -29878130.000000 Penalty: 6109.223633
	Iteration 81Q: 3 clusters Score -2.987813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -29878122.000000 Penalty: 6109.223633
	Iteration 82Q: 3 clusters Score -2.987812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220741 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -29878122.000000 Penalty: 6109.223633
	Iteration 83Q: 3 clusters Score -2.987812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220745 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -29878128.000000 Penalty: 6109.223633
	Iteration 84Q: 3 clusters Score -2.987813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220749 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -29878146.000000 Penalty: 6109.223633
	Iteration 85Q: 3 clusters Score -2.987815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220753 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -29878152.000000 Penalty: 6109.223633
	Iteration 86Q: 3 clusters Score -2.987815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -29878134.000000 Penalty: 6109.223633
	Iteration 87Q: 3 clusters Score -2.987813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220766 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -29878132.000000 Penalty: 6109.223633
	Iteration 88Q: 3 clusters Score -2.987813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220772 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -29878128.000000 Penalty: 6109.223633
	Iteration 89Q: 3 clusters Score -2.987813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220773 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -29878118.000000 Penalty: 6109.223633
	Iteration 90Q: 3 clusters Score -2.987812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220777 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -29878124.000000 Penalty: 6109.223633
	Iteration 91Q: 3 clusters Score -2.987812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220779 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -29878116.000000 Penalty: 6109.223633
	Iteration 92Q: 3 clusters Score -2.987812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220782 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -29878124.000000 Penalty: 6109.223633
	Iteration 93Q: 3 clusters Score -2.987812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220781 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -29878136.000000 Penalty: 6109.223633
	Iteration 94Q: 3 clusters Score -2.987814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220780 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -29878142.000000 Penalty: 6109.223633
	Iteration 95Q: 3 clusters Score -2.987814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -29878130.000000 Penalty: 6109.223633
	Iteration 96Q: 3 clusters Score -2.987813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -29878130.000000 Penalty: 6109.223633
	Iteration 97F: 3 clusters Score -2.987813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -586349.687500 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -586349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -582036.125000 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -582036.1 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -583126.062500 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -583126.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -583597.312500 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -583597.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -583982.625000 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -583982.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -584293.687500 Penalty: 4191.086426
	Iteration 4F: 3 clusters Score -584293.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -584523.000000 Penalty: 4191.086426
	Iteration 5F: 3 clusters Score -584523 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -584717.437500 Penalty: 4191.086426
	Iteration 6F: 3 clusters Score -584717.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -584833.937500 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -584833.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -584913.875000 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -584913.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -584981.312500 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -584981.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -585029.500000 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -585029.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -585068.875000 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -585068.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -585100.500000 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -585100.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -585122.375000 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -585122.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -585140.125000 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -585140.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -585153.375000 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -585153.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -585161.062500 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -585161.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -585169.312500 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -585169.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -585175.125000 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -585175.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -585181.812500 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -585181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -585186.312500 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -585186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -585189.937500 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -585189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -585191.500000 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -585191.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -585197.687500 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -585197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -585204.750000 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -585204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -585209.000000 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -585209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -585211.437500 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -585211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -585214.437500 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -585214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -585217.937500 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -585217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -585224.937500 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -585224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -585232.187500 Penalty: 4191.086426
	Iteration 30Q: 3 clusters Score -585232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -585236.687500 Penalty: 4191.086426
	Iteration 31Q: 3 clusters Score -585236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -585240.687500 Penalty: 4191.086426
	Iteration 32Q: 3 clusters Score -585240.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -585241.625000 Penalty: 4191.086426
	Iteration 33Q: 3 clusters Score -585241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -585246.750000 Penalty: 4191.086426
	Iteration 34Q: 3 clusters Score -585246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -585248.562500 Penalty: 4191.086426
	Iteration 35Q: 3 clusters Score -585248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -585253.250000 Penalty: 4191.086426
	Iteration 36Q: 3 clusters Score -585253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -585254.125000 Penalty: 4191.086426
	Iteration 37Q: 3 clusters Score -585254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -585255.062500 Penalty: 4191.086426
	Iteration 38Q: 3 clusters Score -585255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -585256.937500 Penalty: 4191.086426
	Iteration 39Q: 3 clusters Score -585256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -585257.437500 Penalty: 4191.086426
	Iteration 40F: 3 clusters Score -585257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -585259.437500 Penalty: 4191.086426
	Iteration 41Q: 3 clusters Score -585259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -585259.437500 Penalty: 4191.086426
	Iteration 42F: 3 clusters Score -585259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 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 668 members 
Entering Unmasked Estep 
Score: -159704.765625 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159704.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160205.796875 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160205.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -160542.937500 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160542.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160936.562500 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -160936.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161400.984375 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -161628.015625 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -161628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -161813.640625 Penalty: 3559.801270
	Iteration 6F: 3 clusters Score -161813.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -161956.468750 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -161956.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -162045.468750 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162045.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -162110.218750 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -162129.375000 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -162142.250000 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -162142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -162149.937500 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -162149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -162155.671875 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -162155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -162163.593750 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -162163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -162167.312500 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -162167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -162170.359375 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -162170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -162170.359375 Penalty: 3559.801270
	Iteration 17F: 3 clusters Score -162170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128442 members 
Mstep: Class 7 contains 223459 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 20772 members 
Mstep: Class 13 contains 67959 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 79647 members 
Mstep: Class 16 contains 170563 members 
Mstep: Class 17 contains 69441 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 98871 members 
Mstep: Class 20 contains 103338 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21357 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16928 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41422 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 120203 members 
Mstep: Class 30 contains 77551 members 
Mstep: Class 31 contains 17320 members 
Mstep: Class 32 contains 6718 members 
Mstep: Class 33 contains 3483 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
Score: -181126496.000000 Penalty: 119358.375000
Splitting cluster 9 changes total score from -181128464.000000 to -181126496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -560519.187500 Penalty: 2099.281982
	Iteration 0F: 2 clusters Score -560519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -556267.500000 Penalty: 4198.563965
	Iteration 0F: 3 clusters Score -556267.5 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -557573.875000 Penalty: 4198.563965
	Iteration 1F: 3 clusters Score -557573.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -558073.437500 Penalty: 4198.563965
	Iteration 2F: 3 clusters Score -558073.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -558572.000000 Penalty: 4198.563965
	Iteration 3F: 3 clusters Score -558572 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -559017.812500 Penalty: 4198.563965
	Iteration 4F: 3 clusters Score -559017.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -559299.250000 Penalty: 4198.563965
	Iteration 5F: 3 clusters Score -559299.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -559447.187500 Penalty: 4198.563965
	Iteration 6Q: 3 clusters Score -559447.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -559509.750000 Penalty: 4198.563965
	Iteration 7Q: 3 clusters Score -559509.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -559545.312500 Penalty: 4198.563965
	Iteration 8Q: 3 clusters Score -559545.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -559570.312500 Penalty: 4198.563965
	Iteration 9Q: 3 clusters Score -559570.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -559588.562500 Penalty: 4198.563965
	Iteration 10Q: 3 clusters Score -559588.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -559606.562500 Penalty: 4198.563965
	Iteration 11Q: 3 clusters Score -559606.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -559618.750000 Penalty: 4198.563965
	Iteration 12Q: 3 clusters Score -559618.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -559634.062500 Penalty: 4198.563965
	Iteration 13Q: 3 clusters Score -559634.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -559650.312500 Penalty: 4198.563965
	Iteration 14Q: 3 clusters Score -559650.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -559658.687500 Penalty: 4198.563965
	Iteration 15Q: 3 clusters Score -559658.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -559664.250000 Penalty: 4198.563965
	Iteration 16Q: 3 clusters Score -559664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -559669.687500 Penalty: 4198.563965
	Iteration 17Q: 3 clusters Score -559669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -559675.437500 Penalty: 4198.563965
	Iteration 18Q: 3 clusters Score -559675.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -559678.812500 Penalty: 4198.563965
	Iteration 19Q: 3 clusters Score -559678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559684.125000 Penalty: 4198.563965
	Iteration 20F: 3 clusters Score -559684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559686.562500 Penalty: 4198.563965
	Iteration 21Q: 3 clusters Score -559686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559688.187500 Penalty: 4198.563965
	Iteration 22Q: 3 clusters Score -559688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559693.250000 Penalty: 4198.563965
	Iteration 23Q: 3 clusters Score -559693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -559695.187500 Penalty: 4198.563965
	Iteration 24Q: 3 clusters Score -559695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559697.562500 Penalty: 4198.563965
	Iteration 25Q: 3 clusters Score -559697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559698.562500 Penalty: 4198.563965
	Iteration 26Q: 3 clusters Score -559698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -559698.562500 Penalty: 4198.563965
	Iteration 27Q: 3 clusters Score -559698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -559700.937500 Penalty: 4198.563965
	Iteration 28Q: 3 clusters Score -559700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -559701.562500 Penalty: 4198.563965
	Iteration 29Q: 3 clusters Score -559701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -559702.000000 Penalty: 4198.563965
	Iteration 30Q: 3 clusters Score -559702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -559702.000000 Penalty: 4198.563965
	Iteration 31F: 3 clusters Score -559702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -639563.687500 Penalty: 2129.645020
	Iteration 0F: 2 clusters Score -639563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -634871.000000 Penalty: 4259.290039
	Iteration 0F: 3 clusters Score -634871 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -636145.312500 Penalty: 4259.290039
	Iteration 1F: 3 clusters Score -636145.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -636476.125000 Penalty: 4259.290039
	Iteration 2F: 3 clusters Score -636476.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -636689.000000 Penalty: 4259.290039
	Iteration 3F: 3 clusters Score -636689 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -636868.312500 Penalty: 4259.290039
	Iteration 4Q: 3 clusters Score -636868.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -637041.937500 Penalty: 4259.290039
	Iteration 5Q: 3 clusters Score -637041.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -637158.062500 Penalty: 4259.290039
	Iteration 6Q: 3 clusters Score -637158.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -637233.687500 Penalty: 4259.290039
	Iteration 7Q: 3 clusters Score -637233.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -637281.000000 Penalty: 4259.290039
	Iteration 8Q: 3 clusters Score -637281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -637317.750000 Penalty: 4259.290039
	Iteration 9Q: 3 clusters Score -637317.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -637342.500000 Penalty: 4259.290039
	Iteration 10Q: 3 clusters Score -637342.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -637365.062500 Penalty: 4259.290039
	Iteration 11Q: 3 clusters Score -637365.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -637382.062500 Penalty: 4259.290039
	Iteration 12Q: 3 clusters Score -637382.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -637391.812500 Penalty: 4259.290039
	Iteration 13Q: 3 clusters Score -637391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -637401.437500 Penalty: 4259.290039
	Iteration 14Q: 3 clusters Score -637401.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -637407.687500 Penalty: 4259.290039
	Iteration 15Q: 3 clusters Score -637407.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -637411.000000 Penalty: 4259.290039
	Iteration 16Q: 3 clusters Score -637411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -637419.437500 Penalty: 4259.290039
	Iteration 17Q: 3 clusters Score -637419.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -637426.250000 Penalty: 4259.290039
	Iteration 18Q: 3 clusters Score -637426.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -637434.562500 Penalty: 4259.290039
	Iteration 19Q: 3 clusters Score -637434.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -637443.250000 Penalty: 4259.290039
	Iteration 20F: 3 clusters Score -637443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -637449.812500 Penalty: 4259.290039
	Iteration 21Q: 3 clusters Score -637449.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -637456.437500 Penalty: 4259.290039
	Iteration 22Q: 3 clusters Score -637456.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -637462.625000 Penalty: 4259.290039
	Iteration 23Q: 3 clusters Score -637462.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -637469.875000 Penalty: 4259.290039
	Iteration 24Q: 3 clusters Score -637469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -637478.437500 Penalty: 4259.290039
	Iteration 25Q: 3 clusters Score -637478.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -637487.750000 Penalty: 4259.290039
	Iteration 26Q: 3 clusters Score -637487.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -637499.187500 Penalty: 4259.290039
	Iteration 27Q: 3 clusters Score -637499.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -637518.687500 Penalty: 4259.290039
	Iteration 28Q: 3 clusters Score -637518.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -637547.000000 Penalty: 4259.290039
	Iteration 29Q: 3 clusters Score -637547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -637584.000000 Penalty: 4259.290039
	Iteration 30Q: 3 clusters Score -637584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -637616.750000 Penalty: 4259.290039
	Iteration 31Q: 3 clusters Score -637616.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -637645.312500 Penalty: 4259.290039
	Iteration 32Q: 3 clusters Score -637645.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -637668.125000 Penalty: 4259.290039
	Iteration 33Q: 3 clusters Score -637668.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -637690.375000 Penalty: 4259.290039
	Iteration 34Q: 3 clusters Score -637690.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -637710.187500 Penalty: 4259.290039
	Iteration 35Q: 3 clusters Score -637710.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -637731.062500 Penalty: 4259.290039
	Iteration 36Q: 3 clusters Score -637731.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -637750.875000 Penalty: 4259.290039
	Iteration 37Q: 3 clusters Score -637750.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -637765.312500 Penalty: 4259.290039
	Iteration 38Q: 3 clusters Score -637765.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -637774.375000 Penalty: 4259.290039
	Iteration 39Q: 3 clusters Score -637774.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -637781.812500 Penalty: 4259.290039
	Iteration 40F: 3 clusters Score -637781.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -637792.625000 Penalty: 4259.290039
	Iteration 41Q: 3 clusters Score -637792.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -637805.562500 Penalty: 4259.290039
	Iteration 42Q: 3 clusters Score -637805.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -637825.312500 Penalty: 4259.290039
	Iteration 43Q: 3 clusters Score -637825.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -637854.437500 Penalty: 4259.290039
	Iteration 44Q: 3 clusters Score -637854.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -637893.562500 Penalty: 4259.290039
	Iteration 45Q: 3 clusters Score -637893.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -637928.187500 Penalty: 4259.290039
	Iteration 46Q: 3 clusters Score -637928.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -637969.062500 Penalty: 4259.290039
	Iteration 47Q: 3 clusters Score -637969.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -638010.937500 Penalty: 4259.290039
	Iteration 48Q: 3 clusters Score -638010.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -638049.437500 Penalty: 4259.290039
	Iteration 49Q: 3 clusters Score -638049.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -638075.250000 Penalty: 4259.290039
	Iteration 50Q: 3 clusters Score -638075.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -638097.812500 Penalty: 4259.290039
	Iteration 51Q: 3 clusters Score -638097.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -638128.875000 Penalty: 4259.290039
	Iteration 52Q: 3 clusters Score -638128.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -638158.687500 Penalty: 4259.290039
	Iteration 53Q: 3 clusters Score -638158.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -638178.875000 Penalty: 4259.290039
	Iteration 54Q: 3 clusters Score -638178.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -638196.312500 Penalty: 4259.290039
	Iteration 55Q: 3 clusters Score -638196.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -638216.000000 Penalty: 4259.290039
	Iteration 56Q: 3 clusters Score -638216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -638238.812500 Penalty: 4259.290039
	Iteration 57Q: 3 clusters Score -638238.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -638254.812500 Penalty: 4259.290039
	Iteration 58Q: 3 clusters Score -638254.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -638277.562500 Penalty: 4259.290039
	Iteration 59Q: 3 clusters Score -638277.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -638300.437500 Penalty: 4259.290039
	Iteration 60F: 3 clusters Score -638300.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -638324.812500 Penalty: 4259.290039
	Iteration 61Q: 3 clusters Score -638324.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -638346.500000 Penalty: 4259.290039
	Iteration 62Q: 3 clusters Score -638346.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -638365.875000 Penalty: 4259.290039
	Iteration 63Q: 3 clusters Score -638365.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -638382.562500 Penalty: 4259.290039
	Iteration 64Q: 3 clusters Score -638382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -638403.375000 Penalty: 4259.290039
	Iteration 65Q: 3 clusters Score -638403.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -638425.250000 Penalty: 4259.290039
	Iteration 66Q: 3 clusters Score -638425.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -638451.625000 Penalty: 4259.290039
	Iteration 67Q: 3 clusters Score -638451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -638462.062500 Penalty: 4259.290039
	Iteration 68Q: 3 clusters Score -638462.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -638473.812500 Penalty: 4259.290039
	Iteration 69Q: 3 clusters Score -638473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -638481.250000 Penalty: 4259.290039
	Iteration 70Q: 3 clusters Score -638481.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -638494.437500 Penalty: 4259.290039
	Iteration 71Q: 3 clusters Score -638494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -638503.437500 Penalty: 4259.290039
	Iteration 72Q: 3 clusters Score -638503.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -638516.062500 Penalty: 4259.290039
	Iteration 73Q: 3 clusters Score -638516.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -638529.187500 Penalty: 4259.290039
	Iteration 74Q: 3 clusters Score -638529.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -638544.875000 Penalty: 4259.290039
	Iteration 75Q: 3 clusters Score -638544.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -638560.562500 Penalty: 4259.290039
	Iteration 76Q: 3 clusters Score -638560.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -638577.125000 Penalty: 4259.290039
	Iteration 77Q: 3 clusters Score -638577.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -638594.312500 Penalty: 4259.290039
	Iteration 78Q: 3 clusters Score -638594.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -638610.187500 Penalty: 4259.290039
	Iteration 79Q: 3 clusters Score -638610.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -638624.812500 Penalty: 4259.290039
	Iteration 80F: 3 clusters Score -638624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -638640.312500 Penalty: 4259.290039
	Iteration 81Q: 3 clusters Score -638640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -638645.625000 Penalty: 4259.290039
	Iteration 82Q: 3 clusters Score -638645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -638649.875000 Penalty: 4259.290039
	Iteration 83Q: 3 clusters Score -638649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -638654.437500 Penalty: 4259.290039
	Iteration 84Q: 3 clusters Score -638654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -638655.750000 Penalty: 4259.290039
	Iteration 85Q: 3 clusters Score -638655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -638658.250000 Penalty: 4259.290039
	Iteration 86Q: 3 clusters Score -638658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -638662.000000 Penalty: 4259.290039
	Iteration 87Q: 3 clusters Score -638662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -638663.687500 Penalty: 4259.290039
	Iteration 88Q: 3 clusters Score -638663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -638666.125000 Penalty: 4259.290039
	Iteration 89Q: 3 clusters Score -638666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -638666.625000 Penalty: 4259.290039
	Iteration 90Q: 3 clusters Score -638666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -638669.437500 Penalty: 4259.290039
	Iteration 91Q: 3 clusters Score -638669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -638670.437500 Penalty: 4259.290039
	Iteration 92Q: 3 clusters Score -638670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -638672.062500 Penalty: 4259.290039
	Iteration 93Q: 3 clusters Score -638672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -638672.062500 Penalty: 4259.290039
	Iteration 94F: 3 clusters Score -638672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Entering Unmasked Estep 
Score: -2703601.250000 Penalty: 2465.457520
	Iteration 0F: 2 clusters Score -2703601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 4930.915039
	Iteration 0F: 3 clusters Score -2689012 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2694204.500000 Penalty: 4930.915039
	Iteration 1F: 3 clusters Score -2694204 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2694647.000000 Penalty: 4930.915039
	Iteration 2F: 3 clusters Score -2694647 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2695001.750000 Penalty: 4930.915039
	Iteration 3Q: 3 clusters Score -2695002 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2695325.750000 Penalty: 4930.915039
	Iteration 4Q: 3 clusters Score -2695326 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2695666.750000 Penalty: 4930.915039
	Iteration 5Q: 3 clusters Score -2695667 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2696063.000000 Penalty: 4930.915039
	Iteration 6Q: 3 clusters Score -2696063 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2696504.000000 Penalty: 4930.915039
	Iteration 7Q: 3 clusters Score -2696504 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2696972.750000 Penalty: 4930.915039
	Iteration 8Q: 3 clusters Score -2696973 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2697446.750000 Penalty: 4930.915039
	Iteration 9Q: 3 clusters Score -2697447 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2697902.500000 Penalty: 4930.915039
	Iteration 10Q: 3 clusters Score -2697902 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2698311.250000 Penalty: 4930.915039
	Iteration 11Q: 3 clusters Score -2698311 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2698605.250000 Penalty: 4930.915039
	Iteration 12Q: 3 clusters Score -2698605 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2698837.250000 Penalty: 4930.915039
	Iteration 13Q: 3 clusters Score -2698837 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2699033.250000 Penalty: 4930.915039
	Iteration 14Q: 3 clusters Score -2699033 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2699179.250000 Penalty: 4930.915039
	Iteration 15Q: 3 clusters Score -2699179 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2699332.000000 Penalty: 4930.915039
	Iteration 16Q: 3 clusters Score -2699332 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2699443.000000 Penalty: 4930.915039
	Iteration 17Q: 3 clusters Score -2699443 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2699563.250000 Penalty: 4930.915039
	Iteration 18Q: 3 clusters Score -2699563 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2699708.000000 Penalty: 4930.915039
	Iteration 19Q: 3 clusters Score -2699708 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2699821.250000 Penalty: 4930.915039
	Iteration 20F: 3 clusters Score -2699821 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2699939.500000 Penalty: 4930.915039
	Iteration 21Q: 3 clusters Score -2699940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2700035.250000 Penalty: 4930.915039
	Iteration 22Q: 3 clusters Score -2700035 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2700137.000000 Penalty: 4930.915039
	Iteration 23Q: 3 clusters Score -2700137 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2700226.000000 Penalty: 4930.915039
	Iteration 24Q: 3 clusters Score -2700226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2700321.000000 Penalty: 4930.915039
	Iteration 25Q: 3 clusters Score -2700321 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2700427.250000 Penalty: 4930.915039
	Iteration 26Q: 3 clusters Score -2700427 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2700536.500000 Penalty: 4930.915039
	Iteration 27Q: 3 clusters Score -2700536 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2700650.000000 Penalty: 4930.915039
	Iteration 28Q: 3 clusters Score -2700650 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2700740.250000 Penalty: 4930.915039
	Iteration 29Q: 3 clusters Score -2700740 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2700842.500000 Penalty: 4930.915039
	Iteration 30Q: 3 clusters Score -2700842 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2700936.000000 Penalty: 4930.915039
	Iteration 31Q: 3 clusters Score -2700936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2701042.250000 Penalty: 4930.915039
	Iteration 32Q: 3 clusters Score -2701042 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2701136.000000 Penalty: 4930.915039
	Iteration 33Q: 3 clusters Score -2701136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2701240.000000 Penalty: 4930.915039
	Iteration 34Q: 3 clusters Score -2701240 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2701302.750000 Penalty: 4930.915039
	Iteration 35Q: 3 clusters Score -2701303 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2701361.750000 Penalty: 4930.915039
	Iteration 36Q: 3 clusters Score -2701362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2701425.500000 Penalty: 4930.915039
	Iteration 37Q: 3 clusters Score -2701426 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2701466.000000 Penalty: 4930.915039
	Iteration 38Q: 3 clusters Score -2701466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2701506.250000 Penalty: 4930.915039
	Iteration 39Q: 3 clusters Score -2701506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2701560.750000 Penalty: 4930.915039
	Iteration 40F: 3 clusters Score -2701561 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2701591.500000 Penalty: 4930.915039
	Iteration 41Q: 3 clusters Score -2701592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2701625.750000 Penalty: 4930.915039
	Iteration 42Q: 3 clusters Score -2701626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2701656.250000 Penalty: 4930.915039
	Iteration 43Q: 3 clusters Score -2701656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2701671.750000 Penalty: 4930.915039
	Iteration 44Q: 3 clusters Score -2701672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2701692.500000 Penalty: 4930.915039
	Iteration 45Q: 3 clusters Score -2701692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2701723.000000 Penalty: 4930.915039
	Iteration 46Q: 3 clusters Score -2701723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2701736.000000 Penalty: 4930.915039
	Iteration 47Q: 3 clusters Score -2701736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2701743.250000 Penalty: 4930.915039
	Iteration 48Q: 3 clusters Score -2701743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2701766.500000 Penalty: 4930.915039
	Iteration 49Q: 3 clusters Score -2701766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2701775.500000 Penalty: 4930.915039
	Iteration 50Q: 3 clusters Score -2701776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2701794.500000 Penalty: 4930.915039
	Iteration 51Q: 3 clusters Score -2701794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2701806.250000 Penalty: 4930.915039
	Iteration 52Q: 3 clusters Score -2701806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2701827.000000 Penalty: 4930.915039
	Iteration 53Q: 3 clusters Score -2701827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2701841.250000 Penalty: 4930.915039
	Iteration 54Q: 3 clusters Score -2701841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2701850.500000 Penalty: 4930.915039
	Iteration 55Q: 3 clusters Score -2701850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2701870.500000 Penalty: 4930.915039
	Iteration 56Q: 3 clusters Score -2701870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2701886.750000 Penalty: 4930.915039
	Iteration 57Q: 3 clusters Score -2701887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2701903.500000 Penalty: 4930.915039
	Iteration 58Q: 3 clusters Score -2701904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2701917.250000 Penalty: 4930.915039
	Iteration 59Q: 3 clusters Score -2701917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2701927.000000 Penalty: 4930.915039
	Iteration 60F: 3 clusters Score -2701927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2701932.500000 Penalty: 4930.915039
	Iteration 61Q: 3 clusters Score -2701932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2701945.000000 Penalty: 4930.915039
	Iteration 62Q: 3 clusters Score -2701945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2701954.000000 Penalty: 4930.915039
	Iteration 63Q: 3 clusters Score -2701954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2701959.000000 Penalty: 4930.915039
	Iteration 64Q: 3 clusters Score -2701959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2701961.750000 Penalty: 4930.915039
	Iteration 65Q: 3 clusters Score -2701962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2701955.750000 Penalty: 4930.915039
	Iteration 66Q: 3 clusters Score -2701956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2701963.000000 Penalty: 4930.915039
	Iteration 67Q: 3 clusters Score -2701963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2701964.750000 Penalty: 4930.915039
	Iteration 68Q: 3 clusters Score -2701965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2701963.000000 Penalty: 4930.915039
	Iteration 69Q: 3 clusters Score -2701963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2701963.500000 Penalty: 4930.915039
	Iteration 70Q: 3 clusters Score -2701964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2701961.750000 Penalty: 4930.915039
	Iteration 71Q: 3 clusters Score -2701962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2701962.000000 Penalty: 4930.915039
	Iteration 72Q: 3 clusters Score -2701962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2701959.750000 Penalty: 4930.915039
	Iteration 73Q: 3 clusters Score -2701960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2701962.000000 Penalty: 4930.915039
	Iteration 74Q: 3 clusters Score -2701962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2701960.000000 Penalty: 4930.915039
	Iteration 75Q: 3 clusters Score -2701960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2701964.250000 Penalty: 4930.915039
	Iteration 76Q: 3 clusters Score -2701964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2701968.500000 Penalty: 4930.915039
	Iteration 77Q: 3 clusters Score -2701968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2701977.750000 Penalty: 4930.915039
	Iteration 78Q: 3 clusters Score -2701978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2701976.750000 Penalty: 4930.915039
	Iteration 79Q: 3 clusters Score -2701977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2701977.500000 Penalty: 4930.915039
	Iteration 80F: 3 clusters Score -2701978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2701977.250000 Penalty: 4930.915039
	Iteration 81Q: 3 clusters Score -2701977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2701975.000000 Penalty: 4930.915039
	Iteration 82Q: 3 clusters Score -2701975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2701975.000000 Penalty: 4930.915039
	Iteration 83Q: 3 clusters Score -2701975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2701975.000000 Penalty: 4930.915039
	Iteration 84F: 3 clusters Score -2701975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Entering Unmasked Estep 
Score: -8991127.000000 Penalty: 2759.411621
	Iteration 0F: 2 clusters Score -8991127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8945838.000000 Penalty: 5518.823242
	Iteration 0F: 3 clusters Score -8945838 nChanged 31844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8964357.000000 Penalty: 5518.823242
	Iteration 1F: 3 clusters Score -8964357 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8965652.000000 Penalty: 5518.823242
	Iteration 2Q: 3 clusters Score -8965652 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -8967142.000000 Penalty: 5518.823242
	Iteration 3Q: 3 clusters Score -8967142 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -8968661.000000 Penalty: 5518.823242
	Iteration 4F: 3 clusters Score -8968661 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -8970065.000000 Penalty: 5518.823242
	Iteration 5F: 3 clusters Score -8970065 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8971565.000000 Penalty: 5518.823242
	Iteration 6Q: 3 clusters Score -8971565 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8972835.000000 Penalty: 5518.823242
	Iteration 7Q: 3 clusters Score -8972835 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8974173.000000 Penalty: 5518.823242
	Iteration 8Q: 3 clusters Score -8974173 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -8975565.000000 Penalty: 5518.823242
	Iteration 9Q: 3 clusters Score -8975565 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -8976999.000000 Penalty: 5518.823242
	Iteration 10Q: 3 clusters Score -8976999 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8978540.000000 Penalty: 5518.823242
	Iteration 11Q: 3 clusters Score -8978540 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -8979881.000000 Penalty: 5518.823242
	Iteration 12Q: 3 clusters Score -8979881 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8980996.000000 Penalty: 5518.823242
	Iteration 13Q: 3 clusters Score -8980996 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8981971.000000 Penalty: 5518.823242
	Iteration 14Q: 3 clusters Score -8981971 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -8982999.000000 Penalty: 5518.823242
	Iteration 15Q: 3 clusters Score -8982999 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -8984093.000000 Penalty: 5518.823242
	Iteration 16Q: 3 clusters Score -8984093 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -8985141.000000 Penalty: 5518.823242
	Iteration 17Q: 3 clusters Score -8985141 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -8986145.000000 Penalty: 5518.823242
	Iteration 18Q: 3 clusters Score -8986145 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -8987056.000000 Penalty: 5518.823242
	Iteration 19Q: 3 clusters Score -8987056 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -8987798.000000 Penalty: 5518.823242
	Iteration 20F: 3 clusters Score -8987798 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -8988367.000000 Penalty: 5518.823242
	Iteration 21Q: 3 clusters Score -8988367 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -8988810.000000 Penalty: 5518.823242
	Iteration 22Q: 3 clusters Score -8988810 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -8989128.000000 Penalty: 5518.823242
	Iteration 23Q: 3 clusters Score -8989128 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -8989409.000000 Penalty: 5518.823242
	Iteration 24Q: 3 clusters Score -8989409 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -8989668.000000 Penalty: 5518.823242
	Iteration 25Q: 3 clusters Score -8989668 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -8989821.000000 Penalty: 5518.823242
	Iteration 26Q: 3 clusters Score -8989821 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -8989913.000000 Penalty: 5518.823242
	Iteration 27Q: 3 clusters Score -8989913 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8989964.000000 Penalty: 5518.823242
	Iteration 28Q: 3 clusters Score -8989964 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -8990038.000000 Penalty: 5518.823242
	Iteration 29Q: 3 clusters Score -8990038 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -8990083.000000 Penalty: 5518.823242
	Iteration 30Q: 3 clusters Score -8990083 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -8990137.000000 Penalty: 5518.823242
	Iteration 31Q: 3 clusters Score -8990137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -8990191.000000 Penalty: 5518.823242
	Iteration 32Q: 3 clusters Score -8990191 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -8990242.000000 Penalty: 5518.823242
	Iteration 33Q: 3 clusters Score -8990242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -8990301.000000 Penalty: 5518.823242
	Iteration 34Q: 3 clusters Score -8990301 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -8990321.000000 Penalty: 5518.823242
	Iteration 35Q: 3 clusters Score -8990321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -8990337.000000 Penalty: 5518.823242
	Iteration 36Q: 3 clusters Score -8990337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -8990372.000000 Penalty: 5518.823242
	Iteration 37Q: 3 clusters Score -8990372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8990355.000000 Penalty: 5518.823242
	Iteration 38Q: 3 clusters Score -8990355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -8990380.000000 Penalty: 5518.823242
	Iteration 39Q: 3 clusters Score -8990380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -8990374.000000 Penalty: 5518.823242
	Iteration 40F: 3 clusters Score -8990374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -8990378.000000 Penalty: 5518.823242
	Iteration 41Q: 3 clusters Score -8990378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -8990375.000000 Penalty: 5518.823242
	Iteration 42Q: 3 clusters Score -8990375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -8990393.000000 Penalty: 5518.823242
	Iteration 43Q: 3 clusters Score -8990393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -8990406.000000 Penalty: 5518.823242
	Iteration 44Q: 3 clusters Score -8990406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -8990426.000000 Penalty: 5518.823242
	Iteration 45Q: 3 clusters Score -8990426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -8990448.000000 Penalty: 5518.823242
	Iteration 46Q: 3 clusters Score -8990448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -8990444.000000 Penalty: 5518.823242
	Iteration 47Q: 3 clusters Score -8990444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -8990438.000000 Penalty: 5518.823242
	Iteration 48Q: 3 clusters Score -8990438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -8990446.000000 Penalty: 5518.823242
	Iteration 49Q: 3 clusters Score -8990446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -8990443.000000 Penalty: 5518.823242
	Iteration 50Q: 3 clusters Score -8990443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -8990456.000000 Penalty: 5518.823242
	Iteration 51Q: 3 clusters Score -8990456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8990449.000000 Penalty: 5518.823242
	Iteration 52Q: 3 clusters Score -8990449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -8990459.000000 Penalty: 5518.823242
	Iteration 53Q: 3 clusters Score -8990459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -8990448.000000 Penalty: 5518.823242
	Iteration 54Q: 3 clusters Score -8990448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -8990444.000000 Penalty: 5518.823242
	Iteration 55Q: 3 clusters Score -8990444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -8990450.000000 Penalty: 5518.823242
	Iteration 56Q: 3 clusters Score -8990450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -8990456.000000 Penalty: 5518.823242
	Iteration 57Q: 3 clusters Score -8990456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -8990453.000000 Penalty: 5518.823242
	Iteration 58Q: 3 clusters Score -8990453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -8990465.000000 Penalty: 5518.823242
	Iteration 59Q: 3 clusters Score -8990465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -8990459.000000 Penalty: 5518.823242
	Iteration 60F: 3 clusters Score -8990459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -8990464.000000 Penalty: 5518.823242
	Iteration 61Q: 3 clusters Score -8990464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8990456.000000 Penalty: 5518.823242
	Iteration 62Q: 3 clusters Score -8990456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -8990461.000000 Penalty: 5518.823242
	Iteration 63Q: 3 clusters Score -8990461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -8990468.000000 Penalty: 5518.823242
	Iteration 64Q: 3 clusters Score -8990468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -8990469.000000 Penalty: 5518.823242
	Iteration 65Q: 3 clusters Score -8990469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -8990462.000000 Penalty: 5518.823242
	Iteration 66Q: 3 clusters Score -8990462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -8990473.000000 Penalty: 5518.823242
	Iteration 67Q: 3 clusters Score -8990473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8990465.000000 Penalty: 5518.823242
	Iteration 68Q: 3 clusters Score -8990465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8990464.000000 Penalty: 5518.823242
	Iteration 69Q: 3 clusters Score -8990464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -8990462.000000 Penalty: 5518.823242
	Iteration 70Q: 3 clusters Score -8990462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8990464.000000 Penalty: 5518.823242
	Iteration 71Q: 3 clusters Score -8990464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8990462.000000 Penalty: 5518.823242
	Iteration 72Q: 3 clusters Score -8990462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -8990462.000000 Penalty: 5518.823242
	Iteration 73Q: 3 clusters Score -8990462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -8990470.000000 Penalty: 5518.823242
	Iteration 74Q: 3 clusters Score -8990470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -8990470.000000 Penalty: 5518.823242
	Iteration 75F: 3 clusters Score -8990470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -295577.781250 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -295577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -292748.031250 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -292748 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -293685.843750 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -293685.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -294031.218750 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -294031.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -294271.093750 Penalty: 3873.331055
	Iteration 3F: 3 clusters Score -294271.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -294467.375000 Penalty: 3873.331055
	Iteration 4F: 3 clusters Score -294467.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -294595.343750 Penalty: 3873.331055
	Iteration 5Q: 3 clusters Score -294595.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -294699.000000 Penalty: 3873.331055
	Iteration 6Q: 3 clusters Score -294699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -294759.406250 Penalty: 3873.331055
	Iteration 7Q: 3 clusters Score -294759.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -294807.343750 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -294807.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -294864.312500 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -294864.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -294895.750000 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -294895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -294911.468750 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -294911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -294926.062500 Penalty: 3873.331055
	Iteration 12Q: 3 clusters Score -294926.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -294938.968750 Penalty: 3873.331055
	Iteration 13Q: 3 clusters Score -294939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -294948.125000 Penalty: 3873.331055
	Iteration 14Q: 3 clusters Score -294948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -294956.906250 Penalty: 3873.331055
	Iteration 15Q: 3 clusters Score -294956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -294960.750000 Penalty: 3873.331055
	Iteration 16Q: 3 clusters Score -294960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -294963.343750 Penalty: 3873.331055
	Iteration 17Q: 3 clusters Score -294963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -294964.781250 Penalty: 3873.331055
	Iteration 18Q: 3 clusters Score -294964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -294968.125000 Penalty: 3873.331055
	Iteration 19Q: 3 clusters Score -294968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -294968.812500 Penalty: 3873.331055
	Iteration 20F: 3 clusters Score -294968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Entering Unmasked Estep 
Score: -10566489.000000 Penalty: 2798.769043
	Iteration 0F: 2 clusters Score -1.056649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -10513195.000000 Penalty: 5597.538086
	Iteration 0F: 3 clusters Score -1.05132e+07 nChanged 37262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -10533872.000000 Penalty: 5597.538086
	Iteration 1F: 3 clusters Score -1.053387e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -10534535.000000 Penalty: 5597.538086
	Iteration 2Q: 3 clusters Score -1.053454e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -10535060.000000 Penalty: 5597.538086
	Iteration 3Q: 3 clusters Score -1.053506e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -10535685.000000 Penalty: 5597.538086
	Iteration 4Q: 3 clusters Score -1.053568e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -10536301.000000 Penalty: 5597.538086
	Iteration 5Q: 3 clusters Score -1.05363e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -10537050.000000 Penalty: 5597.538086
	Iteration 6Q: 3 clusters Score -1.053705e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -10537907.000000 Penalty: 5597.538086
	Iteration 7Q: 3 clusters Score -1.053791e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -10538974.000000 Penalty: 5597.538086
	Iteration 8Q: 3 clusters Score -1.053897e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -10540357.000000 Penalty: 5597.538086
	Iteration 9Q: 3 clusters Score -1.054036e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -10542021.000000 Penalty: 5597.538086
	Iteration 10Q: 3 clusters Score -1.054202e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -10544288.000000 Penalty: 5597.538086
	Iteration 11F: 3 clusters Score -1.054429e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -10547370.000000 Penalty: 5597.538086
	Iteration 12F: 3 clusters Score -1.054737e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -10550986.000000 Penalty: 5597.538086
	Iteration 13F: 3 clusters Score -1.055099e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -10553865.000000 Penalty: 5597.538086
	Iteration 14Q: 3 clusters Score -1.055386e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -10555308.000000 Penalty: 5597.538086
	Iteration 15Q: 3 clusters Score -1.055531e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -10556016.000000 Penalty: 5597.538086
	Iteration 16Q: 3 clusters Score -1.055602e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -10556595.000000 Penalty: 5597.538086
	Iteration 17Q: 3 clusters Score -1.05566e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -10557072.000000 Penalty: 5597.538086
	Iteration 18Q: 3 clusters Score -1.055707e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -10557542.000000 Penalty: 5597.538086
	Iteration 19Q: 3 clusters Score -1.055754e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -10558029.000000 Penalty: 5597.538086
	Iteration 20F: 3 clusters Score -1.055803e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -10558406.000000 Penalty: 5597.538086
	Iteration 21Q: 3 clusters Score -1.055841e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -10558709.000000 Penalty: 5597.538086
	Iteration 22Q: 3 clusters Score -1.055871e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -10559029.000000 Penalty: 5597.538086
	Iteration 23Q: 3 clusters Score -1.055903e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -10559361.000000 Penalty: 5597.538086
	Iteration 24Q: 3 clusters Score -1.055936e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -10559704.000000 Penalty: 5597.538086
	Iteration 25Q: 3 clusters Score -1.05597e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -10560040.000000 Penalty: 5597.538086
	Iteration 26Q: 3 clusters Score -1.056004e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -10560327.000000 Penalty: 5597.538086
	Iteration 27Q: 3 clusters Score -1.056033e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -10560703.000000 Penalty: 5597.538086
	Iteration 28Q: 3 clusters Score -1.05607e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -10560996.000000 Penalty: 5597.538086
	Iteration 29Q: 3 clusters Score -1.0561e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -10561332.000000 Penalty: 5597.538086
	Iteration 30Q: 3 clusters Score -1.056133e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -10561614.000000 Penalty: 5597.538086
	Iteration 31Q: 3 clusters Score -1.056161e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -10561852.000000 Penalty: 5597.538086
	Iteration 32Q: 3 clusters Score -1.056185e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -10562131.000000 Penalty: 5597.538086
	Iteration 33Q: 3 clusters Score -1.056213e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -10562404.000000 Penalty: 5597.538086
	Iteration 34Q: 3 clusters Score -1.05624e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -10562658.000000 Penalty: 5597.538086
	Iteration 35Q: 3 clusters Score -1.056266e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -10562896.000000 Penalty: 5597.538086
	Iteration 36Q: 3 clusters Score -1.05629e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -10563070.000000 Penalty: 5597.538086
	Iteration 37Q: 3 clusters Score -1.056307e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -10563227.000000 Penalty: 5597.538086
	Iteration 38Q: 3 clusters Score -1.056323e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -10563332.000000 Penalty: 5597.538086
	Iteration 39Q: 3 clusters Score -1.056333e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -10563442.000000 Penalty: 5597.538086
	Iteration 40F: 3 clusters Score -1.056344e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -10563560.000000 Penalty: 5597.538086
	Iteration 41Q: 3 clusters Score -1.056356e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -10563623.000000 Penalty: 5597.538086
	Iteration 42Q: 3 clusters Score -1.056362e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -10563699.000000 Penalty: 5597.538086
	Iteration 43Q: 3 clusters Score -1.05637e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -10563702.000000 Penalty: 5597.538086
	Iteration 44Q: 3 clusters Score -1.05637e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -10563753.000000 Penalty: 5597.538086
	Iteration 45Q: 3 clusters Score -1.056375e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -10563792.000000 Penalty: 5597.538086
	Iteration 46Q: 3 clusters Score -1.056379e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -10563853.000000 Penalty: 5597.538086
	Iteration 47Q: 3 clusters Score -1.056385e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -10563914.000000 Penalty: 5597.538086
	Iteration 48Q: 3 clusters Score -1.056391e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -10563955.000000 Penalty: 5597.538086
	Iteration 49Q: 3 clusters Score -1.056396e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -10563983.000000 Penalty: 5597.538086
	Iteration 50Q: 3 clusters Score -1.056398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10563963.000000 Penalty: 5597.538086
	Iteration 51Q: 3 clusters Score -1.056396e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -10563999.000000 Penalty: 5597.538086
	Iteration 52Q: 3 clusters Score -1.0564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -10564019.000000 Penalty: 5597.538086
	Iteration 53Q: 3 clusters Score -1.056402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -10564037.000000 Penalty: 5597.538086
	Iteration 54Q: 3 clusters Score -1.056404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -10564054.000000 Penalty: 5597.538086
	Iteration 55Q: 3 clusters Score -1.056405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10564059.000000 Penalty: 5597.538086
	Iteration 56Q: 3 clusters Score -1.056406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10564069.000000 Penalty: 5597.538086
	Iteration 57Q: 3 clusters Score -1.056407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -10564080.000000 Penalty: 5597.538086
	Iteration 58Q: 3 clusters Score -1.056408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -10564103.000000 Penalty: 5597.538086
	Iteration 59Q: 3 clusters Score -1.05641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -10564105.000000 Penalty: 5597.538086
	Iteration 60F: 3 clusters Score -1.05641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -10564111.000000 Penalty: 5597.538086
	Iteration 61Q: 3 clusters Score -1.056411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -10564120.000000 Penalty: 5597.538086
	Iteration 62Q: 3 clusters Score -1.056412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -10564128.000000 Penalty: 5597.538086
	Iteration 63Q: 3 clusters Score -1.056413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -10564130.000000 Penalty: 5597.538086
	Iteration 64Q: 3 clusters Score -1.056413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -10564132.000000 Penalty: 5597.538086
	Iteration 65Q: 3 clusters Score -1.056413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -10564130.000000 Penalty: 5597.538086
	Iteration 66Q: 3 clusters Score -1.056413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -10564133.000000 Penalty: 5597.538086
	Iteration 67Q: 3 clusters Score -1.056413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -10564149.000000 Penalty: 5597.538086
	Iteration 68Q: 3 clusters Score -1.056415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -10564144.000000 Penalty: 5597.538086
	Iteration 69Q: 3 clusters Score -1.056414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -10564151.000000 Penalty: 5597.538086
	Iteration 70Q: 3 clusters Score -1.056415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -10564156.000000 Penalty: 5597.538086
	Iteration 71Q: 3 clusters Score -1.056416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -10564150.000000 Penalty: 5597.538086
	Iteration 72Q: 3 clusters Score -1.056415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10564152.000000 Penalty: 5597.538086
	Iteration 73Q: 3 clusters Score -1.056415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -10564150.000000 Penalty: 5597.538086
	Iteration 74Q: 3 clusters Score -1.056415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -10564157.000000 Penalty: 5597.538086
	Iteration 75Q: 3 clusters Score -1.056416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -10564153.000000 Penalty: 5597.538086
	Iteration 76Q: 3 clusters Score -1.056415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -10564168.000000 Penalty: 5597.538086
	Iteration 77Q: 3 clusters Score -1.056417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -10564161.000000 Penalty: 5597.538086
	Iteration 78Q: 3 clusters Score -1.056416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -10564161.000000 Penalty: 5597.538086
	Iteration 79F: 3 clusters Score -1.056416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170563 members 
Entering Unmasked Estep 
Score: -22809810.000000 Penalty: 2987.621094
	Iteration 0F: 2 clusters Score -2.280981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -22702354.000000 Penalty: 5975.242188
	Iteration 0F: 3 clusters Score -2.270235e+07 nChanged 81803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -22749864.000000 Penalty: 5975.242188
	Iteration 1F: 3 clusters Score -2.274986e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -22750756.000000 Penalty: 5975.242188
	Iteration 2Q: 3 clusters Score -2.275076e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -22752148.000000 Penalty: 5975.242188
	Iteration 3Q: 3 clusters Score -2.275215e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -22754194.000000 Penalty: 5975.242188
	Iteration 4Q: 3 clusters Score -2.275419e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -22757818.000000 Penalty: 5975.242188
	Iteration 5Q: 3 clusters Score -2.275782e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -22763844.000000 Penalty: 5975.242188
	Iteration 6F: 3 clusters Score -2.276384e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 116997 members 
Entering Unmasked Estep 
Score: -22771912.000000 Penalty: 5975.242188
	Iteration 7F: 3 clusters Score -2.277191e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -22780310.000000 Penalty: 5975.242188
	Iteration 8F: 3 clusters Score -2.278031e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -22787192.000000 Penalty: 5975.242188
	Iteration 9F: 3 clusters Score -2.278719e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -22792160.000000 Penalty: 5975.242188
	Iteration 10Q: 3 clusters Score -2.279216e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -22795358.000000 Penalty: 5975.242188
	Iteration 11Q: 3 clusters Score -2.279536e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -22797656.000000 Penalty: 5975.242188
	Iteration 12Q: 3 clusters Score -2.279766e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -22799160.000000 Penalty: 5975.242188
	Iteration 13Q: 3 clusters Score -2.279916e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 148682 members 
Entering Unmasked Estep 
Score: -22800366.000000 Penalty: 5975.242188
	Iteration 14Q: 3 clusters Score -2.280037e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -22801462.000000 Penalty: 5975.242188
	Iteration 15Q: 3 clusters Score -2.280146e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -22802270.000000 Penalty: 5975.242188
	Iteration 16Q: 3 clusters Score -2.280227e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -22803014.000000 Penalty: 5975.242188
	Iteration 17Q: 3 clusters Score -2.280301e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -22803664.000000 Penalty: 5975.242188
	Iteration 18Q: 3 clusters Score -2.280366e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -22804270.000000 Penalty: 5975.242188
	Iteration 19Q: 3 clusters Score -2.280427e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -22804732.000000 Penalty: 5975.242188
	Iteration 20F: 3 clusters Score -2.280473e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -22805300.000000 Penalty: 5975.242188
	Iteration 21Q: 3 clusters Score -2.28053e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -22805688.000000 Penalty: 5975.242188
	Iteration 22Q: 3 clusters Score -2.280569e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -22805956.000000 Penalty: 5975.242188
	Iteration 23Q: 3 clusters Score -2.280596e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -22806162.000000 Penalty: 5975.242188
	Iteration 24Q: 3 clusters Score -2.280616e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -22806346.000000 Penalty: 5975.242188
	Iteration 25Q: 3 clusters Score -2.280635e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -22806554.000000 Penalty: 5975.242188
	Iteration 26Q: 3 clusters Score -2.280655e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -22806784.000000 Penalty: 5975.242188
	Iteration 27Q: 3 clusters Score -2.280678e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -22806876.000000 Penalty: 5975.242188
	Iteration 28Q: 3 clusters Score -2.280688e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -22807004.000000 Penalty: 5975.242188
	Iteration 29Q: 3 clusters Score -2.2807e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -22807060.000000 Penalty: 5975.242188
	Iteration 30Q: 3 clusters Score -2.280706e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 164772 members 
Entering Unmasked Estep 
Score: -22807094.000000 Penalty: 5975.242188
	Iteration 31Q: 3 clusters Score -2.280709e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -22807222.000000 Penalty: 5975.242188
	Iteration 32Q: 3 clusters Score -2.280722e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 165233 members 
Entering Unmasked Estep 
Score: -22807374.000000 Penalty: 5975.242188
	Iteration 33Q: 3 clusters Score -2.280737e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 165411 members 
Entering Unmasked Estep 
Score: -22807404.000000 Penalty: 5975.242188
	Iteration 34Q: 3 clusters Score -2.28074e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -22807530.000000 Penalty: 5975.242188
	Iteration 35Q: 3 clusters Score -2.280753e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -22807570.000000 Penalty: 5975.242188
	Iteration 36Q: 3 clusters Score -2.280757e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -22807606.000000 Penalty: 5975.242188
	Iteration 37Q: 3 clusters Score -2.280761e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 165983 members 
Entering Unmasked Estep 
Score: -22807626.000000 Penalty: 5975.242188
	Iteration 38Q: 3 clusters Score -2.280763e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -22807668.000000 Penalty: 5975.242188
	Iteration 39Q: 3 clusters Score -2.280767e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 166173 members 
Entering Unmasked Estep 
Score: -22807700.000000 Penalty: 5975.242188
	Iteration 40F: 3 clusters Score -2.28077e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -22807720.000000 Penalty: 5975.242188
	Iteration 41Q: 3 clusters Score -2.280772e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -22807698.000000 Penalty: 5975.242188
	Iteration 42Q: 3 clusters Score -2.28077e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -22807712.000000 Penalty: 5975.242188
	Iteration 43Q: 3 clusters Score -2.280771e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -22807750.000000 Penalty: 5975.242188
	Iteration 44Q: 3 clusters Score -2.280775e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -22807760.000000 Penalty: 5975.242188
	Iteration 45Q: 3 clusters Score -2.280776e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -22807796.000000 Penalty: 5975.242188
	Iteration 46Q: 3 clusters Score -2.28078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -22807808.000000 Penalty: 5975.242188
	Iteration 47Q: 3 clusters Score -2.280781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -22807822.000000 Penalty: 5975.242188
	Iteration 48Q: 3 clusters Score -2.280782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -22807844.000000 Penalty: 5975.242188
	Iteration 49Q: 3 clusters Score -2.280784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 166765 members 
Entering Unmasked Estep 
Score: -22807846.000000 Penalty: 5975.242188
	Iteration 50Q: 3 clusters Score -2.280785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -22807854.000000 Penalty: 5975.242188
	Iteration 51Q: 3 clusters Score -2.280785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -22807874.000000 Penalty: 5975.242188
	Iteration 52Q: 3 clusters Score -2.280787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 166827 members 
Entering Unmasked Estep 
Score: -22807886.000000 Penalty: 5975.242188
	Iteration 53Q: 3 clusters Score -2.280789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -22807888.000000 Penalty: 5975.242188
	Iteration 54Q: 3 clusters Score -2.280789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 166877 members 
Entering Unmasked Estep 
Score: -22807906.000000 Penalty: 5975.242188
	Iteration 55Q: 3 clusters Score -2.280791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -22807900.000000 Penalty: 5975.242188
	Iteration 56Q: 3 clusters Score -2.28079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 166929 members 
Entering Unmasked Estep 
Score: -22807922.000000 Penalty: 5975.242188
	Iteration 57Q: 3 clusters Score -2.280792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -22807910.000000 Penalty: 5975.242188
	Iteration 58Q: 3 clusters Score -2.280791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22807934.000000 Penalty: 5975.242188
	Iteration 59Q: 3 clusters Score -2.280793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -22807918.000000 Penalty: 5975.242188
	Iteration 60F: 3 clusters Score -2.280792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -22807936.000000 Penalty: 5975.242188
	Iteration 61Q: 3 clusters Score -2.280794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -22807960.000000 Penalty: 5975.242188
	Iteration 62Q: 3 clusters Score -2.280796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -22807948.000000 Penalty: 5975.242188
	Iteration 63Q: 3 clusters Score -2.280795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 167047 members 
Entering Unmasked Estep 
Score: -22807938.000000 Penalty: 5975.242188
	Iteration 64Q: 3 clusters Score -2.280794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -22807960.000000 Penalty: 5975.242188
	Iteration 65Q: 3 clusters Score -2.280796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -22807976.000000 Penalty: 5975.242188
	Iteration 66Q: 3 clusters Score -2.280798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -22807956.000000 Penalty: 5975.242188
	Iteration 67Q: 3 clusters Score -2.280796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -22807952.000000 Penalty: 5975.242188
	Iteration 68Q: 3 clusters Score -2.280795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -22807948.000000 Penalty: 5975.242188
	Iteration 69Q: 3 clusters Score -2.280795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 167109 members 
Entering Unmasked Estep 
Score: -22807958.000000 Penalty: 5975.242188
	Iteration 70Q: 3 clusters Score -2.280796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -22807962.000000 Penalty: 5975.242188
	Iteration 71Q: 3 clusters Score -2.280796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -22807958.000000 Penalty: 5975.242188
	Iteration 72Q: 3 clusters Score -2.280796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -22807962.000000 Penalty: 5975.242188
	Iteration 73Q: 3 clusters Score -2.280796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -22807978.000000 Penalty: 5975.242188
	Iteration 74Q: 3 clusters Score -2.280798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -22807988.000000 Penalty: 5975.242188
	Iteration 75Q: 3 clusters Score -2.280799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 167132 members 
Entering Unmasked Estep 
Score: -22807998.000000 Penalty: 5975.242188
	Iteration 76Q: 3 clusters Score -2.2808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -22808010.000000 Penalty: 5975.242188
	Iteration 77Q: 3 clusters Score -2.280801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -22808012.000000 Penalty: 5975.242188
	Iteration 78Q: 3 clusters Score -2.280801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -22807990.000000 Penalty: 5975.242188
	Iteration 79Q: 3 clusters Score -2.280799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -22807998.000000 Penalty: 5975.242188
	Iteration 80F: 3 clusters Score -2.2808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 167168 members 
Entering Unmasked Estep 
Score: -22807986.000000 Penalty: 5975.242188
	Iteration 81Q: 3 clusters Score -2.280799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -22807980.000000 Penalty: 5975.242188
	Iteration 82Q: 3 clusters Score -2.280798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -22807984.000000 Penalty: 5975.242188
	Iteration 83Q: 3 clusters Score -2.280798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -22807980.000000 Penalty: 5975.242188
	Iteration 84Q: 3 clusters Score -2.280798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -22808002.000000 Penalty: 5975.242188
	Iteration 85Q: 3 clusters Score -2.2808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -22808004.000000 Penalty: 5975.242188
	Iteration 86Q: 3 clusters Score -2.2808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -22808002.000000 Penalty: 5975.242188
	Iteration 87Q: 3 clusters Score -2.2808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -22808002.000000 Penalty: 5975.242188
	Iteration 88Q: 3 clusters Score -2.2808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -22807998.000000 Penalty: 5975.242188
	Iteration 89Q: 3 clusters Score -2.2808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -22807982.000000 Penalty: 5975.242188
	Iteration 90Q: 3 clusters Score -2.280798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -22807994.000000 Penalty: 5975.242188
	Iteration 91Q: 3 clusters Score -2.280799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -22807984.000000 Penalty: 5975.242188
	Iteration 92Q: 3 clusters Score -2.280798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -22807990.000000 Penalty: 5975.242188
	Iteration 93Q: 3 clusters Score -2.280799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 167235 members 
Entering Unmasked Estep 
Score: -22807986.000000 Penalty: 5975.242188
	Iteration 94Q: 3 clusters Score -2.280799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -22808004.000000 Penalty: 5975.242188
	Iteration 95Q: 3 clusters Score -2.2808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -22808010.000000 Penalty: 5975.242188
	Iteration 96Q: 3 clusters Score -2.280801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -22808012.000000 Penalty: 5975.242188
	Iteration 97Q: 3 clusters Score -2.280801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -22808008.000000 Penalty: 5975.242188
	Iteration 98Q: 3 clusters Score -2.280801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -22807996.000000 Penalty: 5975.242188
	Iteration 99Q: 3 clusters Score -2.2808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -22808014.000000 Penalty: 5975.242188
	Iteration 100F: 3 clusters Score -2.280801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -22807998.000000 Penalty: 5975.242188
	Iteration 101Q: 3 clusters Score -2.2808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -22807996.000000 Penalty: 5975.242188
	Iteration 102Q: 3 clusters Score -2.2808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -22808004.000000 Penalty: 5975.242188
	Iteration 103Q: 3 clusters Score -2.2808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -22808000.000000 Penalty: 5975.242188
	Iteration 104Q: 3 clusters Score -2.2808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -22808002.000000 Penalty: 5975.242188
	Iteration 105Q: 3 clusters Score -2.2808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -22808018.000000 Penalty: 5975.242188
	Iteration 106Q: 3 clusters Score -2.280802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 167248 members 
Entering Unmasked Estep 
Score: -22808016.000000 Penalty: 5975.242188
	Iteration 107Q: 3 clusters Score -2.280802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -22808022.000000 Penalty: 5975.242188
	Iteration 108Q: 3 clusters Score -2.280802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -22808012.000000 Penalty: 5975.242188
	Iteration 109Q: 3 clusters Score -2.280801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -22808004.000000 Penalty: 5975.242188
	Iteration 110Q: 3 clusters Score -2.2808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -22808010.000000 Penalty: 5975.242188
	Iteration 111Q: 3 clusters Score -2.280801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -22808008.000000 Penalty: 5975.242188
	Iteration 112Q: 3 clusters Score -2.280801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -22808012.000000 Penalty: 5975.242188
	Iteration 113Q: 3 clusters Score -2.280801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -22808012.000000 Penalty: 5975.242188
	Iteration 114F: 3 clusters Score -2.280801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Entering Unmasked Estep 
Score: -9222797.000000 Penalty: 2764.761719
	Iteration 0F: 2 clusters Score -9222797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -9176065.000000 Penalty: 5529.523438
	Iteration 0F: 3 clusters Score -9176065 nChanged 32534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -9194763.000000 Penalty: 5529.523438
	Iteration 1F: 3 clusters Score -9194763 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -9195812.000000 Penalty: 5529.523438
	Iteration 2Q: 3 clusters Score -9195812 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -9197256.000000 Penalty: 5529.523438
	Iteration 3Q: 3 clusters Score -9197256 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -9199383.000000 Penalty: 5529.523438
	Iteration 4F: 3 clusters Score -9199383 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -9202374.000000 Penalty: 5529.523438
	Iteration 5F: 3 clusters Score -9202374 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -9206377.000000 Penalty: 5529.523438
	Iteration 6F: 3 clusters Score -9206377 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -9210463.000000 Penalty: 5529.523438
	Iteration 7F: 3 clusters Score -9210463 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -9214033.000000 Penalty: 5529.523438
	Iteration 8F: 3 clusters Score -9214033 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -9216461.000000 Penalty: 5529.523438
	Iteration 9Q: 3 clusters Score -9216461 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9218006.000000 Penalty: 5529.523438
	Iteration 10Q: 3 clusters Score -9218006 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -9218904.000000 Penalty: 5529.523438
	Iteration 11Q: 3 clusters Score -9218904 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9219427.000000 Penalty: 5529.523438
	Iteration 12Q: 3 clusters Score -9219427 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9219711.000000 Penalty: 5529.523438
	Iteration 13Q: 3 clusters Score -9219711 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9219911.000000 Penalty: 5529.523438
	Iteration 14Q: 3 clusters Score -9219911 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9220061.000000 Penalty: 5529.523438
	Iteration 15Q: 3 clusters Score -9220061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9220152.000000 Penalty: 5529.523438
	Iteration 16Q: 3 clusters Score -9220152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9220237.000000 Penalty: 5529.523438
	Iteration 17Q: 3 clusters Score -9220237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9220312.000000 Penalty: 5529.523438
	Iteration 18Q: 3 clusters Score -9220312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9220352.000000 Penalty: 5529.523438
	Iteration 19Q: 3 clusters Score -9220352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9220387.000000 Penalty: 5529.523438
	Iteration 20F: 3 clusters Score -9220387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9220397.000000 Penalty: 5529.523438
	Iteration 21Q: 3 clusters Score -9220397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9220409.000000 Penalty: 5529.523438
	Iteration 22Q: 3 clusters Score -9220409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9220430.000000 Penalty: 5529.523438
	Iteration 23Q: 3 clusters Score -9220430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9220448.000000 Penalty: 5529.523438
	Iteration 24Q: 3 clusters Score -9220448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9220467.000000 Penalty: 5529.523438
	Iteration 25Q: 3 clusters Score -9220467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9220475.000000 Penalty: 5529.523438
	Iteration 26Q: 3 clusters Score -9220475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9220497.000000 Penalty: 5529.523438
	Iteration 27Q: 3 clusters Score -9220497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9220510.000000 Penalty: 5529.523438
	Iteration 28Q: 3 clusters Score -9220510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9220504.000000 Penalty: 5529.523438
	Iteration 29Q: 3 clusters Score -9220504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9220508.000000 Penalty: 5529.523438
	Iteration 30Q: 3 clusters Score -9220508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9220520.000000 Penalty: 5529.523438
	Iteration 31Q: 3 clusters Score -9220520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9220524.000000 Penalty: 5529.523438
	Iteration 32Q: 3 clusters Score -9220524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9220511.000000 Penalty: 5529.523438
	Iteration 33Q: 3 clusters Score -9220511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9220523.000000 Penalty: 5529.523438
	Iteration 34Q: 3 clusters Score -9220523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9220525.000000 Penalty: 5529.523438
	Iteration 35Q: 3 clusters Score -9220525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9220537.000000 Penalty: 5529.523438
	Iteration 36Q: 3 clusters Score -9220537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9220530.000000 Penalty: 5529.523438
	Iteration 37Q: 3 clusters Score -9220530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9220531.000000 Penalty: 5529.523438
	Iteration 38Q: 3 clusters Score -9220531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9220541.000000 Penalty: 5529.523438
	Iteration 39Q: 3 clusters Score -9220541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9220548.000000 Penalty: 5529.523438
	Iteration 40F: 3 clusters Score -9220548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9220544.000000 Penalty: 5529.523438
	Iteration 41Q: 3 clusters Score -9220544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9220552.000000 Penalty: 5529.523438
	Iteration 42Q: 3 clusters Score -9220552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9220550.000000 Penalty: 5529.523438
	Iteration 43Q: 3 clusters Score -9220550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9220547.000000 Penalty: 5529.523438
	Iteration 44Q: 3 clusters Score -9220547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9220546.000000 Penalty: 5529.523438
	Iteration 45Q: 3 clusters Score -9220546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9220546.000000 Penalty: 5529.523438
	Iteration 46F: 3 clusters Score -9220546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Entering Unmasked Estep 
Score: -1988731.500000 Penalty: 2388.900391
	Iteration 0F: 2 clusters Score -1988732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1977651.125000 Penalty: 4777.800781
	Iteration 0F: 3 clusters Score -1977651 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1981144.000000 Penalty: 4777.800781
	Iteration 1F: 3 clusters Score -1981144 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1981559.875000 Penalty: 4777.800781
	Iteration 2F: 3 clusters Score -1981560 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1981885.875000 Penalty: 4777.800781
	Iteration 3F: 3 clusters Score -1981886 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1982141.750000 Penalty: 4777.800781
	Iteration 4Q: 3 clusters Score -1982142 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1982370.250000 Penalty: 4777.800781
	Iteration 5Q: 3 clusters Score -1982370 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1982606.750000 Penalty: 4777.800781
	Iteration 6Q: 3 clusters Score -1982607 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1982898.250000 Penalty: 4777.800781
	Iteration 7Q: 3 clusters Score -1982898 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1983259.625000 Penalty: 4777.800781
	Iteration 8Q: 3 clusters Score -1983260 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1983680.625000 Penalty: 4777.800781
	Iteration 9Q: 3 clusters Score -1983681 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1984153.125000 Penalty: 4777.800781
	Iteration 10Q: 3 clusters Score -1984153 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1984600.375000 Penalty: 4777.800781
	Iteration 11F: 3 clusters Score -1984600 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1984986.500000 Penalty: 4777.800781
	Iteration 12Q: 3 clusters Score -1984986 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1985250.375000 Penalty: 4777.800781
	Iteration 13Q: 3 clusters Score -1985250 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1985431.500000 Penalty: 4777.800781
	Iteration 14Q: 3 clusters Score -1985432 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1985548.000000 Penalty: 4777.800781
	Iteration 15Q: 3 clusters Score -1985548 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1985625.125000 Penalty: 4777.800781
	Iteration 16Q: 3 clusters Score -1985625 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1985684.500000 Penalty: 4777.800781
	Iteration 17Q: 3 clusters Score -1985684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1985721.000000 Penalty: 4777.800781
	Iteration 18Q: 3 clusters Score -1985721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1985760.000000 Penalty: 4777.800781
	Iteration 19Q: 3 clusters Score -1985760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1985784.875000 Penalty: 4777.800781
	Iteration 20F: 3 clusters Score -1985785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1985800.750000 Penalty: 4777.800781
	Iteration 21Q: 3 clusters Score -1985801 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1985819.625000 Penalty: 4777.800781
	Iteration 22Q: 3 clusters Score -1985820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1985825.125000 Penalty: 4777.800781
	Iteration 23Q: 3 clusters Score -1985825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1985834.500000 Penalty: 4777.800781
	Iteration 24Q: 3 clusters Score -1985834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1985848.625000 Penalty: 4777.800781
	Iteration 25Q: 3 clusters Score -1985849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1985853.000000 Penalty: 4777.800781
	Iteration 26Q: 3 clusters Score -1985853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1985867.750000 Penalty: 4777.800781
	Iteration 27Q: 3 clusters Score -1985868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1985887.000000 Penalty: 4777.800781
	Iteration 28Q: 3 clusters Score -1985887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1985899.125000 Penalty: 4777.800781
	Iteration 29Q: 3 clusters Score -1985899 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1985907.500000 Penalty: 4777.800781
	Iteration 30Q: 3 clusters Score -1985908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1985932.125000 Penalty: 4777.800781
	Iteration 31Q: 3 clusters Score -1985932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1985946.250000 Penalty: 4777.800781
	Iteration 32Q: 3 clusters Score -1985946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1985965.125000 Penalty: 4777.800781
	Iteration 33Q: 3 clusters Score -1985965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1985976.875000 Penalty: 4777.800781
	Iteration 34Q: 3 clusters Score -1985977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1986005.625000 Penalty: 4777.800781
	Iteration 35Q: 3 clusters Score -1986006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1986020.875000 Penalty: 4777.800781
	Iteration 36Q: 3 clusters Score -1986021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1986037.875000 Penalty: 4777.800781
	Iteration 37Q: 3 clusters Score -1986038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1986062.000000 Penalty: 4777.800781
	Iteration 38Q: 3 clusters Score -1986062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1986083.500000 Penalty: 4777.800781
	Iteration 39Q: 3 clusters Score -1986084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1986100.375000 Penalty: 4777.800781
	Iteration 40F: 3 clusters Score -1986100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1986120.125000 Penalty: 4777.800781
	Iteration 41Q: 3 clusters Score -1986120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1986148.125000 Penalty: 4777.800781
	Iteration 42Q: 3 clusters Score -1986148 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1986176.500000 Penalty: 4777.800781
	Iteration 43Q: 3 clusters Score -1986176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1986212.625000 Penalty: 4777.800781
	Iteration 44Q: 3 clusters Score -1986213 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1986257.875000 Penalty: 4777.800781
	Iteration 45Q: 3 clusters Score -1986258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1986298.625000 Penalty: 4777.800781
	Iteration 46Q: 3 clusters Score -1986299 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1986337.000000 Penalty: 4777.800781
	Iteration 47Q: 3 clusters Score -1986337 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1986392.000000 Penalty: 4777.800781
	Iteration 48Q: 3 clusters Score -1986392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1986446.250000 Penalty: 4777.800781
	Iteration 49Q: 3 clusters Score -1986446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1986481.875000 Penalty: 4777.800781
	Iteration 50Q: 3 clusters Score -1986482 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1986522.625000 Penalty: 4777.800781
	Iteration 51Q: 3 clusters Score -1986523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1986557.000000 Penalty: 4777.800781
	Iteration 52Q: 3 clusters Score -1986557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1986611.500000 Penalty: 4777.800781
	Iteration 53Q: 3 clusters Score -1986612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1986664.625000 Penalty: 4777.800781
	Iteration 54Q: 3 clusters Score -1986665 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1986731.125000 Penalty: 4777.800781
	Iteration 55Q: 3 clusters Score -1986731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1986798.250000 Penalty: 4777.800781
	Iteration 56Q: 3 clusters Score -1986798 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1986866.125000 Penalty: 4777.800781
	Iteration 57Q: 3 clusters Score -1986866 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1986934.500000 Penalty: 4777.800781
	Iteration 58Q: 3 clusters Score -1986934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1987014.375000 Penalty: 4777.800781
	Iteration 59Q: 3 clusters Score -1987014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1987091.500000 Penalty: 4777.800781
	Iteration 60F: 3 clusters Score -1987092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1987164.625000 Penalty: 4777.800781
	Iteration 61Q: 3 clusters Score -1987165 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1987227.875000 Penalty: 4777.800781
	Iteration 62Q: 3 clusters Score -1987228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1987298.000000 Penalty: 4777.800781
	Iteration 63Q: 3 clusters Score -1987298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1987357.750000 Penalty: 4777.800781
	Iteration 64Q: 3 clusters Score -1987358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1987407.875000 Penalty: 4777.800781
	Iteration 65Q: 3 clusters Score -1987408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1987448.000000 Penalty: 4777.800781
	Iteration 66Q: 3 clusters Score -1987448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1987470.375000 Penalty: 4777.800781
	Iteration 67Q: 3 clusters Score -1987470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1987498.375000 Penalty: 4777.800781
	Iteration 68Q: 3 clusters Score -1987498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1987521.125000 Penalty: 4777.800781
	Iteration 69Q: 3 clusters Score -1987521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1987560.375000 Penalty: 4777.800781
	Iteration 70Q: 3 clusters Score -1987560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1987593.875000 Penalty: 4777.800781
	Iteration 71Q: 3 clusters Score -1987594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1987619.125000 Penalty: 4777.800781
	Iteration 72Q: 3 clusters Score -1987619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1987639.875000 Penalty: 4777.800781
	Iteration 73Q: 3 clusters Score -1987640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1987649.750000 Penalty: 4777.800781
	Iteration 74Q: 3 clusters Score -1987650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1987662.500000 Penalty: 4777.800781
	Iteration 75Q: 3 clusters Score -1987662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1987677.375000 Penalty: 4777.800781
	Iteration 76Q: 3 clusters Score -1987677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1987693.125000 Penalty: 4777.800781
	Iteration 77Q: 3 clusters Score -1987693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1987704.500000 Penalty: 4777.800781
	Iteration 78Q: 3 clusters Score -1987704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1987719.000000 Penalty: 4777.800781
	Iteration 79Q: 3 clusters Score -1987719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1987731.875000 Penalty: 4777.800781
	Iteration 80F: 3 clusters Score -1987732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1987736.125000 Penalty: 4777.800781
	Iteration 81Q: 3 clusters Score -1987736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1987741.250000 Penalty: 4777.800781
	Iteration 82Q: 3 clusters Score -1987741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1987744.250000 Penalty: 4777.800781
	Iteration 83Q: 3 clusters Score -1987744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1987746.375000 Penalty: 4777.800781
	Iteration 84Q: 3 clusters Score -1987746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1987750.500000 Penalty: 4777.800781
	Iteration 85Q: 3 clusters Score -1987750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1987751.500000 Penalty: 4777.800781
	Iteration 86Q: 3 clusters Score -1987752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1987755.375000 Penalty: 4777.800781
	Iteration 87Q: 3 clusters Score -1987755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1987753.500000 Penalty: 4777.800781
	Iteration 88Q: 3 clusters Score -1987754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1987754.250000 Penalty: 4777.800781
	Iteration 89Q: 3 clusters Score -1987754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1987754.250000 Penalty: 4777.800781
	Iteration 90F: 3 clusters Score -1987754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Entering Unmasked Estep 
Score: -13391869.000000 Penalty: 2852.389648
	Iteration 0F: 2 clusters Score -1.339187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -13325663.000000 Penalty: 5704.779297
	Iteration 0F: 3 clusters Score -1.332566e+07 nChanged 46954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -13352872.000000 Penalty: 5704.779297
	Iteration 1F: 3 clusters Score -1.335287e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -13354236.000000 Penalty: 5704.779297
	Iteration 2Q: 3 clusters Score -1.335424e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -13356390.000000 Penalty: 5704.779297
	Iteration 3Q: 3 clusters Score -1.335639e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -13360373.000000 Penalty: 5704.779297
	Iteration 4F: 3 clusters Score -1.336037e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -13367256.000000 Penalty: 5704.779297
	Iteration 5F: 3 clusters Score -1.336726e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -13376045.000000 Penalty: 5704.779297
	Iteration 6F: 3 clusters Score -1.337604e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -13383566.000000 Penalty: 5704.779297
	Iteration 7F: 3 clusters Score -1.338357e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -13387373.000000 Penalty: 5704.779297
	Iteration 8Q: 3 clusters Score -1.338737e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -13388705.000000 Penalty: 5704.779297
	Iteration 9Q: 3 clusters Score -1.33887e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13389070.000000 Penalty: 5704.779297
	Iteration 10Q: 3 clusters Score -1.338907e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -13389214.000000 Penalty: 5704.779297
	Iteration 11Q: 3 clusters Score -1.338921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -13389259.000000 Penalty: 5704.779297
	Iteration 12Q: 3 clusters Score -1.338926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -13389296.000000 Penalty: 5704.779297
	Iteration 13Q: 3 clusters Score -1.33893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -13389314.000000 Penalty: 5704.779297
	Iteration 14Q: 3 clusters Score -1.338931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -13389323.000000 Penalty: 5704.779297
	Iteration 15Q: 3 clusters Score -1.338932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -13389327.000000 Penalty: 5704.779297
	Iteration 16Q: 3 clusters Score -1.338933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -13389327.000000 Penalty: 5704.779297
	Iteration 17F: 3 clusters Score -1.338933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Entering Unmasked Estep 
Score: -13792655.000000 Penalty: 2863.348633
	Iteration 0F: 2 clusters Score -1.379266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -13723598.000000 Penalty: 5726.697266
	Iteration 0F: 3 clusters Score -1.37236e+07 nChanged 49085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -13751544.000000 Penalty: 5726.697266
	Iteration 1F: 3 clusters Score -1.375154e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -13752429.000000 Penalty: 5726.697266
	Iteration 2Q: 3 clusters Score -1.375243e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -13753609.000000 Penalty: 5726.697266
	Iteration 3Q: 3 clusters Score -1.375361e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -13755641.000000 Penalty: 5726.697266
	Iteration 4Q: 3 clusters Score -1.375564e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -13758924.000000 Penalty: 5726.697266
	Iteration 5F: 3 clusters Score -1.375892e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -13764813.000000 Penalty: 5726.697266
	Iteration 6F: 3 clusters Score -1.376481e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -13772928.000000 Penalty: 5726.697266
	Iteration 7F: 3 clusters Score -1.377293e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -13780911.000000 Penalty: 5726.697266
	Iteration 8F: 3 clusters Score -1.378091e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -13785984.000000 Penalty: 5726.697266
	Iteration 9Q: 3 clusters Score -1.378598e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -13788299.000000 Penalty: 5726.697266
	Iteration 10Q: 3 clusters Score -1.37883e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -13789201.000000 Penalty: 5726.697266
	Iteration 11Q: 3 clusters Score -1.37892e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -13789719.000000 Penalty: 5726.697266
	Iteration 12Q: 3 clusters Score -1.378972e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -13789874.000000 Penalty: 5726.697266
	Iteration 13Q: 3 clusters Score -1.378987e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -13789986.000000 Penalty: 5726.697266
	Iteration 14Q: 3 clusters Score -1.378999e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -13790044.000000 Penalty: 5726.697266
	Iteration 15Q: 3 clusters Score -1.379004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -13790129.000000 Penalty: 5726.697266
	Iteration 16Q: 3 clusters Score -1.379013e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -13790143.000000 Penalty: 5726.697266
	Iteration 17Q: 3 clusters Score -1.379014e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -13790190.000000 Penalty: 5726.697266
	Iteration 18Q: 3 clusters Score -1.379019e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -13790219.000000 Penalty: 5726.697266
	Iteration 19Q: 3 clusters Score -1.379022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13790254.000000 Penalty: 5726.697266
	Iteration 20F: 3 clusters Score -1.379025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -13790267.000000 Penalty: 5726.697266
	Iteration 21Q: 3 clusters Score -1.379027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -13790275.000000 Penalty: 5726.697266
	Iteration 22Q: 3 clusters Score -1.379028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -13790280.000000 Penalty: 5726.697266
	Iteration 23Q: 3 clusters Score -1.379028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -13790296.000000 Penalty: 5726.697266
	Iteration 24Q: 3 clusters Score -1.37903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -13790298.000000 Penalty: 5726.697266
	Iteration 25Q: 3 clusters Score -1.37903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -13790301.000000 Penalty: 5726.697266
	Iteration 26Q: 3 clusters Score -1.37903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -13790290.000000 Penalty: 5726.697266
	Iteration 27Q: 3 clusters Score -1.379029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -13790309.000000 Penalty: 5726.697266
	Iteration 28Q: 3 clusters Score -1.379031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -13790317.000000 Penalty: 5726.697266
	Iteration 29Q: 3 clusters Score -1.379032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -13790314.000000 Penalty: 5726.697266
	Iteration 30Q: 3 clusters Score -1.379031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -13790313.000000 Penalty: 5726.697266
	Iteration 31Q: 3 clusters Score -1.379031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -13790310.000000 Penalty: 5726.697266
	Iteration 32Q: 3 clusters Score -1.379031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -13790302.000000 Penalty: 5726.697266
	Iteration 33Q: 3 clusters Score -1.37903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -13790300.000000 Penalty: 5726.697266
	Iteration 34Q: 3 clusters Score -1.37903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -13790308.000000 Penalty: 5726.697266
	Iteration 35Q: 3 clusters Score -1.379031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -13790298.000000 Penalty: 5726.697266
	Iteration 36Q: 3 clusters Score -1.37903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -13790303.000000 Penalty: 5726.697266
	Iteration 37Q: 3 clusters Score -1.37903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -13790292.000000 Penalty: 5726.697266
	Iteration 38Q: 3 clusters Score -1.379029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13790305.000000 Penalty: 5726.697266
	Iteration 39Q: 3 clusters Score -1.37903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -13790302.000000 Penalty: 5726.697266
	Iteration 40F: 3 clusters Score -1.37903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -13790303.000000 Penalty: 5726.697266
	Iteration 41Q: 3 clusters Score -1.37903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -13790303.000000 Penalty: 5726.697266
	Iteration 42F: 3 clusters Score -1.37903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Entering Unmasked Estep 
Score: -566550.312500 Penalty: 2091.045410
	Iteration 0F: 2 clusters Score -566550.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -562308.000000 Penalty: 4182.090820
	Iteration 0F: 3 clusters Score -562308 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -563331.625000 Penalty: 4182.090820
	Iteration 1F: 3 clusters Score -563331.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -563598.250000 Penalty: 4182.090820
	Iteration 2F: 3 clusters Score -563598.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -563843.625000 Penalty: 4182.090820
	Iteration 3F: 3 clusters Score -563843.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -564116.312500 Penalty: 4182.090820
	Iteration 4F: 3 clusters Score -564116.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -564442.187500 Penalty: 4182.090820
	Iteration 5F: 3 clusters Score -564442.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -564812.375000 Penalty: 4182.090820
	Iteration 6F: 3 clusters Score -564812.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -565086.437500 Penalty: 4182.090820
	Iteration 7F: 3 clusters Score -565086.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -565257.625000 Penalty: 4182.090820
	Iteration 8Q: 3 clusters Score -565257.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -565362.312500 Penalty: 4182.090820
	Iteration 9Q: 3 clusters Score -565362.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -565427.312500 Penalty: 4182.090820
	Iteration 10Q: 3 clusters Score -565427.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -565466.125000 Penalty: 4182.090820
	Iteration 11Q: 3 clusters Score -565466.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -565490.687500 Penalty: 4182.090820
	Iteration 12Q: 3 clusters Score -565490.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565503.687500 Penalty: 4182.090820
	Iteration 13Q: 3 clusters Score -565503.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -565514.062500 Penalty: 4182.090820
	Iteration 14Q: 3 clusters Score -565514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -565523.250000 Penalty: 4182.090820
	Iteration 15Q: 3 clusters Score -565523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -565531.812500 Penalty: 4182.090820
	Iteration 16Q: 3 clusters Score -565531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -565537.500000 Penalty: 4182.090820
	Iteration 17Q: 3 clusters Score -565537.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -565543.625000 Penalty: 4182.090820
	Iteration 18Q: 3 clusters Score -565543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -565555.500000 Penalty: 4182.090820
	Iteration 19Q: 3 clusters Score -565555.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -565568.000000 Penalty: 4182.090820
	Iteration 20F: 3 clusters Score -565568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -565583.125000 Penalty: 4182.090820
	Iteration 21Q: 3 clusters Score -565583.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -565597.437500 Penalty: 4182.090820
	Iteration 22Q: 3 clusters Score -565597.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -565618.250000 Penalty: 4182.090820
	Iteration 23Q: 3 clusters Score -565618.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -565637.625000 Penalty: 4182.090820
	Iteration 24Q: 3 clusters Score -565637.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -565656.437500 Penalty: 4182.090820
	Iteration 25Q: 3 clusters Score -565656.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -565687.437500 Penalty: 4182.090820
	Iteration 26Q: 3 clusters Score -565687.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -565736.937500 Penalty: 4182.090820
	Iteration 27Q: 3 clusters Score -565736.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -565805.437500 Penalty: 4182.090820
	Iteration 28Q: 3 clusters Score -565805.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -565861.937500 Penalty: 4182.090820
	Iteration 29Q: 3 clusters Score -565861.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -565897.625000 Penalty: 4182.090820
	Iteration 30Q: 3 clusters Score -565897.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -565937.875000 Penalty: 4182.090820
	Iteration 31Q: 3 clusters Score -565937.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -565959.125000 Penalty: 4182.090820
	Iteration 32Q: 3 clusters Score -565959.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -565976.875000 Penalty: 4182.090820
	Iteration 33Q: 3 clusters Score -565976.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -565986.500000 Penalty: 4182.090820
	Iteration 34Q: 3 clusters Score -565986.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -565994.375000 Penalty: 4182.090820
	Iteration 35Q: 3 clusters Score -565994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -565997.687500 Penalty: 4182.090820
	Iteration 36Q: 3 clusters Score -565997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -566000.875000 Penalty: 4182.090820
	Iteration 37Q: 3 clusters Score -566000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -566002.375000 Penalty: 4182.090820
	Iteration 38Q: 3 clusters Score -566002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -566001.500000 Penalty: 4182.090820
	Iteration 39Q: 3 clusters Score -566001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -566002.437500 Penalty: 4182.090820
	Iteration 40F: 3 clusters Score -566002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -566003.437500 Penalty: 4182.090820
	Iteration 41Q: 3 clusters Score -566003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -566002.812500 Penalty: 4182.090820
	Iteration 42Q: 3 clusters Score -566002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -566002.812500 Penalty: 4182.090820
	Iteration 43F: 3 clusters Score -566002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -1030640.250000 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -1030640 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 3901 members 
Entering Unmasked Estep 
Score: -1024354.250000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -1024354 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1026074.625000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -1026075 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1026370.937500 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -1026371 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1026572.250000 Penalty: 4446.108398
	Iteration 3F: 3 clusters Score -1026572 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1026723.875000 Penalty: 4446.108398
	Iteration 4Q: 3 clusters Score -1026724 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1026859.937500 Penalty: 4446.108398
	Iteration 5Q: 3 clusters Score -1026860 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1026970.812500 Penalty: 4446.108398
	Iteration 6Q: 3 clusters Score -1026971 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1027062.000000 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -1027062 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1027170.062500 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -1027170 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1027279.875000 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -1027280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1027403.750000 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -1027404 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1027524.562500 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -1027525 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1027656.500000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -1027656 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1027795.625000 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -1027796 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1027935.875000 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -1027936 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1028075.500000 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -1028076 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1028208.875000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -1028209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1028307.000000 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -1028307 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1028378.875000 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -1028379 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1028442.562500 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -1028443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1028493.562500 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -1028494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1028532.375000 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -1028532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1028564.000000 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -1028564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1028598.062500 Penalty: 4446.108398
	Iteration 23Q: 3 clusters Score -1028598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1028628.687500 Penalty: 4446.108398
	Iteration 24Q: 3 clusters Score -1028629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1028652.937500 Penalty: 4446.108398
	Iteration 25Q: 3 clusters Score -1028653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1028671.187500 Penalty: 4446.108398
	Iteration 26Q: 3 clusters Score -1028671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1028684.562500 Penalty: 4446.108398
	Iteration 27Q: 3 clusters Score -1028685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1028695.312500 Penalty: 4446.108398
	Iteration 28Q: 3 clusters Score -1028695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1028703.562500 Penalty: 4446.108398
	Iteration 29Q: 3 clusters Score -1028704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1028708.375000 Penalty: 4446.108398
	Iteration 30Q: 3 clusters Score -1028708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1028715.125000 Penalty: 4446.108398
	Iteration 31Q: 3 clusters Score -1028715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1028722.125000 Penalty: 4446.108398
	Iteration 32Q: 3 clusters Score -1028722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1028729.937500 Penalty: 4446.108398
	Iteration 33Q: 3 clusters Score -1028730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1028737.000000 Penalty: 4446.108398
	Iteration 34Q: 3 clusters Score -1028737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1028739.375000 Penalty: 4446.108398
	Iteration 35Q: 3 clusters Score -1028739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1028743.812500 Penalty: 4446.108398
	Iteration 36Q: 3 clusters Score -1028744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1028744.937500 Penalty: 4446.108398
	Iteration 37Q: 3 clusters Score -1028745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1028746.875000 Penalty: 4446.108398
	Iteration 38Q: 3 clusters Score -1028747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1028748.062500 Penalty: 4446.108398
	Iteration 39Q: 3 clusters Score -1028748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1028752.000000 Penalty: 4446.108398
	Iteration 40F: 3 clusters Score -1028752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1028754.812500 Penalty: 4446.108398
	Iteration 41Q: 3 clusters Score -1028755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1028760.687500 Penalty: 4446.108398
	Iteration 42Q: 3 clusters Score -1028761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1028764.750000 Penalty: 4446.108398
	Iteration 43Q: 3 clusters Score -1028765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1028768.625000 Penalty: 4446.108398
	Iteration 44Q: 3 clusters Score -1028769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1028769.500000 Penalty: 4446.108398
	Iteration 45Q: 3 clusters Score -1028770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1028769.500000 Penalty: 4446.108398
	Iteration 46F: 3 clusters Score -1028770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Entering Unmasked Estep 
Score: -2622039.250000 Penalty: 2472.345459
	Iteration 0F: 2 clusters Score -2622039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2607158.500000 Penalty: 4944.690918
	Iteration 0F: 3 clusters Score -2607158 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2612441.750000 Penalty: 4944.690918
	Iteration 1F: 3 clusters Score -2612442 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2612974.500000 Penalty: 4944.690918
	Iteration 2F: 3 clusters Score -2612974 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2613521.500000 Penalty: 4944.690918
	Iteration 3F: 3 clusters Score -2613522 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2614064.000000 Penalty: 4944.690918
	Iteration 4F: 3 clusters Score -2614064 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2614686.250000 Penalty: 4944.690918
	Iteration 5F: 3 clusters Score -2614686 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2615273.750000 Penalty: 4944.690918
	Iteration 6F: 3 clusters Score -2615274 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2615835.750000 Penalty: 4944.690918
	Iteration 7Q: 3 clusters Score -2615836 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2616346.000000 Penalty: 4944.690918
	Iteration 8Q: 3 clusters Score -2616346 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2616771.250000 Penalty: 4944.690918
	Iteration 9Q: 3 clusters Score -2616771 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2617121.250000 Penalty: 4944.690918
	Iteration 10Q: 3 clusters Score -2617121 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2617433.500000 Penalty: 4944.690918
	Iteration 11Q: 3 clusters Score -2617434 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2617693.750000 Penalty: 4944.690918
	Iteration 12Q: 3 clusters Score -2617694 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2617930.000000 Penalty: 4944.690918
	Iteration 13Q: 3 clusters Score -2617930 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2618116.250000 Penalty: 4944.690918
	Iteration 14Q: 3 clusters Score -2618116 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2618299.750000 Penalty: 4944.690918
	Iteration 15Q: 3 clusters Score -2618300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2618449.750000 Penalty: 4944.690918
	Iteration 16Q: 3 clusters Score -2618450 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2618560.500000 Penalty: 4944.690918
	Iteration 17Q: 3 clusters Score -2618560 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2618676.250000 Penalty: 4944.690918
	Iteration 18Q: 3 clusters Score -2618676 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2618804.500000 Penalty: 4944.690918
	Iteration 19Q: 3 clusters Score -2618804 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2618926.000000 Penalty: 4944.690918
	Iteration 20F: 3 clusters Score -2618926 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2619035.000000 Penalty: 4944.690918
	Iteration 21Q: 3 clusters Score -2619035 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2619128.750000 Penalty: 4944.690918
	Iteration 22Q: 3 clusters Score -2619129 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2619229.000000 Penalty: 4944.690918
	Iteration 23Q: 3 clusters Score -2619229 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2619334.250000 Penalty: 4944.690918
	Iteration 24Q: 3 clusters Score -2619334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2619405.750000 Penalty: 4944.690918
	Iteration 25Q: 3 clusters Score -2619406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2619488.250000 Penalty: 4944.690918
	Iteration 26Q: 3 clusters Score -2619488 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2619582.000000 Penalty: 4944.690918
	Iteration 27Q: 3 clusters Score -2619582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2619655.250000 Penalty: 4944.690918
	Iteration 28Q: 3 clusters Score -2619655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2619743.000000 Penalty: 4944.690918
	Iteration 29Q: 3 clusters Score -2619743 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2619803.500000 Penalty: 4944.690918
	Iteration 30Q: 3 clusters Score -2619804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2619880.250000 Penalty: 4944.690918
	Iteration 31Q: 3 clusters Score -2619880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2619931.250000 Penalty: 4944.690918
	Iteration 32Q: 3 clusters Score -2619931 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2619981.250000 Penalty: 4944.690918
	Iteration 33Q: 3 clusters Score -2619981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2620019.250000 Penalty: 4944.690918
	Iteration 34Q: 3 clusters Score -2620019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2620051.500000 Penalty: 4944.690918
	Iteration 35Q: 3 clusters Score -2620052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2620077.500000 Penalty: 4944.690918
	Iteration 36Q: 3 clusters Score -2620078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2620101.750000 Penalty: 4944.690918
	Iteration 37Q: 3 clusters Score -2620102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2620117.750000 Penalty: 4944.690918
	Iteration 38Q: 3 clusters Score -2620118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2620130.000000 Penalty: 4944.690918
	Iteration 39Q: 3 clusters Score -2620130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2620140.000000 Penalty: 4944.690918
	Iteration 40F: 3 clusters Score -2620140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2620152.000000 Penalty: 4944.690918
	Iteration 41Q: 3 clusters Score -2620152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2620158.500000 Penalty: 4944.690918
	Iteration 42Q: 3 clusters Score -2620158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2620166.000000 Penalty: 4944.690918
	Iteration 43Q: 3 clusters Score -2620166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2620163.750000 Penalty: 4944.690918
	Iteration 44Q: 3 clusters Score -2620164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2620169.250000 Penalty: 4944.690918
	Iteration 45Q: 3 clusters Score -2620169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2620171.000000 Penalty: 4944.690918
	Iteration 46Q: 3 clusters Score -2620171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2620173.250000 Penalty: 4944.690918
	Iteration 47Q: 3 clusters Score -2620173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2620171.750000 Penalty: 4944.690918
	Iteration 48Q: 3 clusters Score -2620172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2620175.250000 Penalty: 4944.690918
	Iteration 49Q: 3 clusters Score -2620175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2620177.000000 Penalty: 4944.690918
	Iteration 50Q: 3 clusters Score -2620177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2620177.500000 Penalty: 4944.690918
	Iteration 51Q: 3 clusters Score -2620178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2620177.750000 Penalty: 4944.690918
	Iteration 52Q: 3 clusters Score -2620178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2620179.750000 Penalty: 4944.690918
	Iteration 53Q: 3 clusters Score -2620180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2620180.250000 Penalty: 4944.690918
	Iteration 54Q: 3 clusters Score -2620180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2620181.250000 Penalty: 4944.690918
	Iteration 55Q: 3 clusters Score -2620181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2620180.250000 Penalty: 4944.690918
	Iteration 56Q: 3 clusters Score -2620180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2620181.250000 Penalty: 4944.690918
	Iteration 57Q: 3 clusters Score -2620181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2620184.250000 Penalty: 4944.690918
	Iteration 58Q: 3 clusters Score -2620184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2620186.250000 Penalty: 4944.690918
	Iteration 59Q: 3 clusters Score -2620186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2620187.500000 Penalty: 4944.690918
	Iteration 60F: 3 clusters Score -2620188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2620189.000000 Penalty: 4944.690918
	Iteration 61Q: 3 clusters Score -2620189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2620192.000000 Penalty: 4944.690918
	Iteration 62Q: 3 clusters Score -2620192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2620192.750000 Penalty: 4944.690918
	Iteration 63Q: 3 clusters Score -2620193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2620194.000000 Penalty: 4944.690918
	Iteration 64Q: 3 clusters Score -2620194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2620200.750000 Penalty: 4944.690918
	Iteration 65Q: 3 clusters Score -2620201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2620206.500000 Penalty: 4944.690918
	Iteration 66Q: 3 clusters Score -2620206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2620206.750000 Penalty: 4944.690918
	Iteration 67Q: 3 clusters Score -2620207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2620210.000000 Penalty: 4944.690918
	Iteration 68Q: 3 clusters Score -2620210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2620211.250000 Penalty: 4944.690918
	Iteration 69Q: 3 clusters Score -2620211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2620217.000000 Penalty: 4944.690918
	Iteration 70Q: 3 clusters Score -2620217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2620220.500000 Penalty: 4944.690918
	Iteration 71Q: 3 clusters Score -2620220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2620222.000000 Penalty: 4944.690918
	Iteration 72Q: 3 clusters Score -2620222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2620221.500000 Penalty: 4944.690918
	Iteration 73Q: 3 clusters Score -2620222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2620224.500000 Penalty: 4944.690918
	Iteration 74Q: 3 clusters Score -2620224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2620224.750000 Penalty: 4944.690918
	Iteration 75Q: 3 clusters Score -2620225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2620224.000000 Penalty: 4944.690918
	Iteration 76Q: 3 clusters Score -2620224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2620224.000000 Penalty: 4944.690918
	Iteration 77F: 3 clusters Score -2620224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -660264.875000 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -660264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -655741.750000 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -655741.8 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -656905.125000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -656905.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -657142.000000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -657142 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -657325.750000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -657325.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -657492.687500 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -657492.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -657623.187500 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -657623.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -657742.062500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -657742.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -657884.625000 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -657884.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -658019.937500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -658019.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -658118.500000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -658118.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -658199.750000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -658199.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -658263.500000 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -658263.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -658300.437500 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -658300.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -658325.250000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -658325.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -658348.812500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -658348.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -658371.625000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -658371.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -658389.750000 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -658389.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -658400.937500 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -658400.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -658413.062500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -658413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -658419.937500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -658419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -658428.187500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -658428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -658435.125000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -658435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -658438.937500 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -658438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -658443.312500 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -658443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -658446.250000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -658446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -658450.562500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -658450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -658457.750000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -658457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -658463.875000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -658463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -658468.750000 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -658468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -658471.187500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -658471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -658475.187500 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -658475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -658476.250000 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -658476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -658478.125000 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -658478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -658477.562500 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -658477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -658479.812500 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -658479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -658482.250000 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -658482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -658486.375000 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -658486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -658488.062500 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -658488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -658492.687500 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -658492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -658496.312500 Penalty: 4230.542480
	Iteration 39Q: 3 clusters Score -658496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -658498.875000 Penalty: 4230.542480
	Iteration 40F: 3 clusters Score -658498.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -658503.437500 Penalty: 4230.542480
	Iteration 41Q: 3 clusters Score -658503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -658508.937500 Penalty: 4230.542480
	Iteration 42Q: 3 clusters Score -658508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -658513.500000 Penalty: 4230.542480
	Iteration 43Q: 3 clusters Score -658513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -658515.312500 Penalty: 4230.542480
	Iteration 44Q: 3 clusters Score -658515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -658516.500000 Penalty: 4230.542480
	Iteration 45Q: 3 clusters Score -658516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -658518.437500 Penalty: 4230.542480
	Iteration 46Q: 3 clusters Score -658518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658519.562500 Penalty: 4230.542480
	Iteration 47Q: 3 clusters Score -658519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -658518.750000 Penalty: 4230.542480
	Iteration 48Q: 3 clusters Score -658518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658519.937500 Penalty: 4230.542480
	Iteration 49Q: 3 clusters Score -658519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658519.937500 Penalty: 4230.542480
	Iteration 50F: 3 clusters Score -658519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Entering Unmasked Estep 
Score: -2207768.250000 Penalty: 2414.707520
	Iteration 0F: 2 clusters Score -2207768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2195695.750000 Penalty: 4829.415039
	Iteration 0F: 3 clusters Score -2195696 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2199890.000000 Penalty: 4829.415039
	Iteration 1F: 3 clusters Score -2199890 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2200529.000000 Penalty: 4829.415039
	Iteration 2F: 3 clusters Score -2200529 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2201048.250000 Penalty: 4829.415039
	Iteration 3F: 3 clusters Score -2201048 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2201485.500000 Penalty: 4829.415039
	Iteration 4F: 3 clusters Score -2201486 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2201978.750000 Penalty: 4829.415039
	Iteration 5Q: 3 clusters Score -2201979 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2202716.750000 Penalty: 4829.415039
	Iteration 6Q: 3 clusters Score -2202717 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2203773.250000 Penalty: 4829.415039
	Iteration 7F: 3 clusters Score -2203773 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2204802.750000 Penalty: 4829.415039
	Iteration 8F: 3 clusters Score -2204803 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2205570.500000 Penalty: 4829.415039
	Iteration 9F: 3 clusters Score -2205570 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2206134.250000 Penalty: 4829.415039
	Iteration 10Q: 3 clusters Score -2206134 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2206603.750000 Penalty: 4829.415039
	Iteration 11Q: 3 clusters Score -2206604 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2207026.250000 Penalty: 4829.415039
	Iteration 12Q: 3 clusters Score -2207026 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2207326.500000 Penalty: 4829.415039
	Iteration 13Q: 3 clusters Score -2207326 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2207557.750000 Penalty: 4829.415039
	Iteration 14Q: 3 clusters Score -2207558 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2207747.000000 Penalty: 4829.415039
	Iteration 15Q: 3 clusters Score -2207747 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2207893.500000 Penalty: 4829.415039
	Iteration 16Q: 3 clusters Score -2207894 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2208014.750000 Penalty: 4829.415039
	Iteration 17Q: 3 clusters Score -2208015 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2208083.750000 Penalty: 4829.415039
	Iteration 18Q: 3 clusters Score -2208084 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2208122.000000 Penalty: 4829.415039
	Iteration 19Q: 3 clusters Score -2208122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2208151.000000 Penalty: 4829.415039
	Iteration 20F: 3 clusters Score -2208151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2208176.750000 Penalty: 4829.415039
	Iteration 21Q: 3 clusters Score -2208177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2208194.750000 Penalty: 4829.415039
	Iteration 22Q: 3 clusters Score -2208195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2208210.500000 Penalty: 4829.415039
	Iteration 23Q: 3 clusters Score -2208210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2208230.000000 Penalty: 4829.415039
	Iteration 24Q: 3 clusters Score -2208230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2208237.000000 Penalty: 4829.415039
	Iteration 25Q: 3 clusters Score -2208237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2208239.250000 Penalty: 4829.415039
	Iteration 26Q: 3 clusters Score -2208239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2208239.250000 Penalty: 4829.415039
	Iteration 27Q: 3 clusters Score -2208239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2208247.500000 Penalty: 4829.415039
	Iteration 28Q: 3 clusters Score -2208248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2208243.500000 Penalty: 4829.415039
	Iteration 29Q: 3 clusters Score -2208244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2208248.250000 Penalty: 4829.415039
	Iteration 30Q: 3 clusters Score -2208248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2208254.750000 Penalty: 4829.415039
	Iteration 31Q: 3 clusters Score -2208255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2208256.000000 Penalty: 4829.415039
	Iteration 32Q: 3 clusters Score -2208256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2208252.500000 Penalty: 4829.415039
	Iteration 33Q: 3 clusters Score -2208252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2208251.000000 Penalty: 4829.415039
	Iteration 34Q: 3 clusters Score -2208251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2208255.000000 Penalty: 4829.415039
	Iteration 35Q: 3 clusters Score -2208255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2208256.500000 Penalty: 4829.415039
	Iteration 36Q: 3 clusters Score -2208256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2208256.500000 Penalty: 4829.415039
	Iteration 37Q: 3 clusters Score -2208256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2208260.250000 Penalty: 4829.415039
	Iteration 38Q: 3 clusters Score -2208260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2208258.000000 Penalty: 4829.415039
	Iteration 39Q: 3 clusters Score -2208258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2208257.750000 Penalty: 4829.415039
	Iteration 40F: 3 clusters Score -2208258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2208269.000000 Penalty: 4829.415039
	Iteration 41Q: 3 clusters Score -2208269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2208270.250000 Penalty: 4829.415039
	Iteration 42Q: 3 clusters Score -2208270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2208274.250000 Penalty: 4829.415039
	Iteration 43Q: 3 clusters Score -2208274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2208274.500000 Penalty: 4829.415039
	Iteration 44Q: 3 clusters Score -2208274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2208274.750000 Penalty: 4829.415039
	Iteration 45Q: 3 clusters Score -2208275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2208279.750000 Penalty: 4829.415039
	Iteration 46Q: 3 clusters Score -2208280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2208282.500000 Penalty: 4829.415039
	Iteration 47Q: 3 clusters Score -2208282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2208293.500000 Penalty: 4829.415039
	Iteration 48Q: 3 clusters Score -2208294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2208298.250000 Penalty: 4829.415039
	Iteration 49Q: 3 clusters Score -2208298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2208309.500000 Penalty: 4829.415039
	Iteration 50Q: 3 clusters Score -2208310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2208324.750000 Penalty: 4829.415039
	Iteration 51Q: 3 clusters Score -2208325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2208336.250000 Penalty: 4829.415039
	Iteration 52Q: 3 clusters Score -2208336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2208360.250000 Penalty: 4829.415039
	Iteration 53Q: 3 clusters Score -2208360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2208378.500000 Penalty: 4829.415039
	Iteration 54Q: 3 clusters Score -2208378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2208395.000000 Penalty: 4829.415039
	Iteration 55Q: 3 clusters Score -2208395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2208410.500000 Penalty: 4829.415039
	Iteration 56Q: 3 clusters Score -2208410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2208425.000000 Penalty: 4829.415039
	Iteration 57Q: 3 clusters Score -2208425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2208438.500000 Penalty: 4829.415039
	Iteration 58Q: 3 clusters Score -2208438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2208441.500000 Penalty: 4829.415039
	Iteration 59Q: 3 clusters Score -2208442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2208448.500000 Penalty: 4829.415039
	Iteration 60F: 3 clusters Score -2208448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2208461.000000 Penalty: 4829.415039
	Iteration 61Q: 3 clusters Score -2208461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2208460.250000 Penalty: 4829.415039
	Iteration 62Q: 3 clusters Score -2208460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2208458.000000 Penalty: 4829.415039
	Iteration 63Q: 3 clusters Score -2208458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2208459.750000 Penalty: 4829.415039
	Iteration 64Q: 3 clusters Score -2208460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2208464.500000 Penalty: 4829.415039
	Iteration 65Q: 3 clusters Score -2208464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2208466.750000 Penalty: 4829.415039
	Iteration 66Q: 3 clusters Score -2208467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2208464.250000 Penalty: 4829.415039
	Iteration 67Q: 3 clusters Score -2208464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2208469.500000 Penalty: 4829.415039
	Iteration 68Q: 3 clusters Score -2208470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2208464.500000 Penalty: 4829.415039
	Iteration 69Q: 3 clusters Score -2208464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2208466.500000 Penalty: 4829.415039
	Iteration 70Q: 3 clusters Score -2208466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2208462.500000 Penalty: 4829.415039
	Iteration 71Q: 3 clusters Score -2208462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2208460.250000 Penalty: 4829.415039
	Iteration 72Q: 3 clusters Score -2208460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2208462.750000 Penalty: 4829.415039
	Iteration 73Q: 3 clusters Score -2208463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2208463.500000 Penalty: 4829.415039
	Iteration 74Q: 3 clusters Score -2208464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2208465.500000 Penalty: 4829.415039
	Iteration 75Q: 3 clusters Score -2208466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2208468.250000 Penalty: 4829.415039
	Iteration 76Q: 3 clusters Score -2208468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2208466.000000 Penalty: 4829.415039
	Iteration 77Q: 3 clusters Score -2208466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2208467.250000 Penalty: 4829.415039
	Iteration 78Q: 3 clusters Score -2208467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2208465.000000 Penalty: 4829.415039
	Iteration 79Q: 3 clusters Score -2208465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2208465.000000 Penalty: 4829.415039
	Iteration 80F: 3 clusters Score -2208465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128442 members 
Mstep: Class 7 contains 223459 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 20772 members 
Mstep: Class 13 contains 67959 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 79647 members 
Mstep: Class 16 contains 170563 members 
Mstep: Class 17 contains 69441 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 98871 members 
Mstep: Class 20 contains 103338 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21357 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41422 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 120203 members 
Mstep: Class 30 contains 77551 members 
Mstep: Class 31 contains 17320 members 
Mstep: Class 32 contains 6718 members 
Mstep: Class 33 contains 3483 members 
Mstep: Class 34 contains 9462 members 
Entering Unmasked Estep 
Score: -181127536.000000 Penalty: 119358.375000
Splitting cluster 25 changes total score from -181128464.000000 to -181127536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1773589.250000 Penalty: 2361.330811
	Iteration 0F: 2 clusters Score -1773589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1763620.250000 Penalty: 4722.661621
	Iteration 0F: 3 clusters Score -1763620 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1766903.875000 Penalty: 4722.661621
	Iteration 1F: 3 clusters Score -1766904 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1767409.750000 Penalty: 4722.661621
	Iteration 2F: 3 clusters Score -1767410 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1767905.750000 Penalty: 4722.661621
	Iteration 3F: 3 clusters Score -1767906 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1768424.750000 Penalty: 4722.661621
	Iteration 4F: 3 clusters Score -1768425 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1768995.375000 Penalty: 4722.661621
	Iteration 5F: 3 clusters Score -1768995 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1769506.500000 Penalty: 4722.661621
	Iteration 6F: 3 clusters Score -1769506 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1769914.500000 Penalty: 4722.661621
	Iteration 7F: 3 clusters Score -1769914 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1770186.875000 Penalty: 4722.661621
	Iteration 8Q: 3 clusters Score -1770187 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1770375.000000 Penalty: 4722.661621
	Iteration 9Q: 3 clusters Score -1770375 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1770511.000000 Penalty: 4722.661621
	Iteration 10Q: 3 clusters Score -1770511 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1770612.250000 Penalty: 4722.661621
	Iteration 11Q: 3 clusters Score -1770612 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1770703.000000 Penalty: 4722.661621
	Iteration 12Q: 3 clusters Score -1770703 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1770776.125000 Penalty: 4722.661621
	Iteration 13Q: 3 clusters Score -1770776 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1770832.500000 Penalty: 4722.661621
	Iteration 14Q: 3 clusters Score -1770832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1770892.875000 Penalty: 4722.661621
	Iteration 15Q: 3 clusters Score -1770893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1770947.625000 Penalty: 4722.661621
	Iteration 16Q: 3 clusters Score -1770948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1771007.000000 Penalty: 4722.661621
	Iteration 17Q: 3 clusters Score -1771007 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1771068.625000 Penalty: 4722.661621
	Iteration 18Q: 3 clusters Score -1771069 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1771169.250000 Penalty: 4722.661621
	Iteration 19Q: 3 clusters Score -1771169 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1771267.000000 Penalty: 4722.661621
	Iteration 20F: 3 clusters Score -1771267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1771365.875000 Penalty: 4722.661621
	Iteration 21Q: 3 clusters Score -1771366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1771504.875000 Penalty: 4722.661621
	Iteration 22Q: 3 clusters Score -1771505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1771641.250000 Penalty: 4722.661621
	Iteration 23Q: 3 clusters Score -1771641 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1771769.375000 Penalty: 4722.661621
	Iteration 24Q: 3 clusters Score -1771769 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1771875.000000 Penalty: 4722.661621
	Iteration 25Q: 3 clusters Score -1771875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1771976.500000 Penalty: 4722.661621
	Iteration 26Q: 3 clusters Score -1771976 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1772058.250000 Penalty: 4722.661621
	Iteration 27Q: 3 clusters Score -1772058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1772115.250000 Penalty: 4722.661621
	Iteration 28Q: 3 clusters Score -1772115 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1772151.500000 Penalty: 4722.661621
	Iteration 29Q: 3 clusters Score -1772152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1772173.750000 Penalty: 4722.661621
	Iteration 30Q: 3 clusters Score -1772174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1772200.375000 Penalty: 4722.661621
	Iteration 31Q: 3 clusters Score -1772200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1772213.000000 Penalty: 4722.661621
	Iteration 32Q: 3 clusters Score -1772213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1772234.375000 Penalty: 4722.661621
	Iteration 33Q: 3 clusters Score -1772234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1772243.875000 Penalty: 4722.661621
	Iteration 34Q: 3 clusters Score -1772244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1772247.000000 Penalty: 4722.661621
	Iteration 35Q: 3 clusters Score -1772247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1772253.875000 Penalty: 4722.661621
	Iteration 36Q: 3 clusters Score -1772254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1772262.250000 Penalty: 4722.661621
	Iteration 37Q: 3 clusters Score -1772262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1772271.750000 Penalty: 4722.661621
	Iteration 38Q: 3 clusters Score -1772272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1772272.250000 Penalty: 4722.661621
	Iteration 39Q: 3 clusters Score -1772272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1772275.750000 Penalty: 4722.661621
	Iteration 40F: 3 clusters Score -1772276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1772281.500000 Penalty: 4722.661621
	Iteration 41Q: 3 clusters Score -1772282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1772282.625000 Penalty: 4722.661621
	Iteration 42Q: 3 clusters Score -1772283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1772287.250000 Penalty: 4722.661621
	Iteration 43Q: 3 clusters Score -1772287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1772287.000000 Penalty: 4722.661621
	Iteration 44Q: 3 clusters Score -1772287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1772287.000000 Penalty: 4722.661621
	Iteration 45Q: 3 clusters Score -1772287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1772288.000000 Penalty: 4722.661621
	Iteration 46Q: 3 clusters Score -1772288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1772286.875000 Penalty: 4722.661621
	Iteration 47Q: 3 clusters Score -1772287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1772286.625000 Penalty: 4722.661621
	Iteration 48Q: 3 clusters Score -1772287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1772287.375000 Penalty: 4722.661621
	Iteration 49Q: 3 clusters Score -1772287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1772287.375000 Penalty: 4722.661621
	Iteration 50F: 3 clusters Score -1772287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Entering Unmasked Estep 
Score: -5610638.500000 Penalty: 2636.628662
	Iteration 0F: 2 clusters Score -5610638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5582676.500000 Penalty: 5273.257324
	Iteration 0F: 3 clusters Score -5582676 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5593337.500000 Penalty: 5273.257324
	Iteration 1F: 3 clusters Score -5593338 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5594299.000000 Penalty: 5273.257324
	Iteration 2F: 3 clusters Score -5594299 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5595636.000000 Penalty: 5273.257324
	Iteration 3F: 3 clusters Score -5595636 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -5597383.500000 Penalty: 5273.257324
	Iteration 4F: 3 clusters Score -5597384 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5599647.500000 Penalty: 5273.257324
	Iteration 5F: 3 clusters Score -5599648 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5602044.500000 Penalty: 5273.257324
	Iteration 6F: 3 clusters Score -5602044 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -5604206.500000 Penalty: 5273.257324
	Iteration 7F: 3 clusters Score -5604206 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5605807.500000 Penalty: 5273.257324
	Iteration 8Q: 3 clusters Score -5605808 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5606946.500000 Penalty: 5273.257324
	Iteration 9Q: 3 clusters Score -5606946 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5607529.000000 Penalty: 5273.257324
	Iteration 10Q: 3 clusters Score -5607529 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5607800.500000 Penalty: 5273.257324
	Iteration 11Q: 3 clusters Score -5607800 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5607963.000000 Penalty: 5273.257324
	Iteration 12Q: 3 clusters Score -5607963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5608068.000000 Penalty: 5273.257324
	Iteration 13Q: 3 clusters Score -5608068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5608151.500000 Penalty: 5273.257324
	Iteration 14Q: 3 clusters Score -5608152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5608195.000000 Penalty: 5273.257324
	Iteration 15Q: 3 clusters Score -5608195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5608245.000000 Penalty: 5273.257324
	Iteration 16Q: 3 clusters Score -5608245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5608271.500000 Penalty: 5273.257324
	Iteration 17Q: 3 clusters Score -5608272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5608288.500000 Penalty: 5273.257324
	Iteration 18Q: 3 clusters Score -5608288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -5608306.000000 Penalty: 5273.257324
	Iteration 19Q: 3 clusters Score -5608306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5608321.000000 Penalty: 5273.257324
	Iteration 20F: 3 clusters Score -5608321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5608326.500000 Penalty: 5273.257324
	Iteration 21Q: 3 clusters Score -5608326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5608329.000000 Penalty: 5273.257324
	Iteration 22Q: 3 clusters Score -5608329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5608329.000000 Penalty: 5273.257324
	Iteration 23Q: 3 clusters Score -5608329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5608348.500000 Penalty: 5273.257324
	Iteration 24Q: 3 clusters Score -5608348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5608343.500000 Penalty: 5273.257324
	Iteration 25Q: 3 clusters Score -5608344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -5608341.000000 Penalty: 5273.257324
	Iteration 26Q: 3 clusters Score -5608341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5608350.000000 Penalty: 5273.257324
	Iteration 27Q: 3 clusters Score -5608350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -5608355.500000 Penalty: 5273.257324
	Iteration 28Q: 3 clusters Score -5608356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5608358.000000 Penalty: 5273.257324
	Iteration 29Q: 3 clusters Score -5608358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5608360.500000 Penalty: 5273.257324
	Iteration 30Q: 3 clusters Score -5608360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5608360.500000 Penalty: 5273.257324
	Iteration 31F: 3 clusters Score -5608360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Entering Unmasked Estep 
Score: -1196089.875000 Penalty: 2256.154297
	Iteration 0F: 2 clusters Score -1196090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1189092.625000 Penalty: 4512.308594
	Iteration 0F: 3 clusters Score -1189093 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1190961.125000 Penalty: 4512.308594
	Iteration 1F: 3 clusters Score -1190961 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1191223.500000 Penalty: 4512.308594
	Iteration 2F: 3 clusters Score -1191224 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1191427.125000 Penalty: 4512.308594
	Iteration 3Q: 3 clusters Score -1191427 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1191582.500000 Penalty: 4512.308594
	Iteration 4Q: 3 clusters Score -1191582 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1191675.750000 Penalty: 4512.308594
	Iteration 5Q: 3 clusters Score -1191676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1191750.250000 Penalty: 4512.308594
	Iteration 6Q: 3 clusters Score -1191750 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1191804.250000 Penalty: 4512.308594
	Iteration 7Q: 3 clusters Score -1191804 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1191863.750000 Penalty: 4512.308594
	Iteration 8Q: 3 clusters Score -1191864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1191913.625000 Penalty: 4512.308594
	Iteration 9Q: 3 clusters Score -1191914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1191958.125000 Penalty: 4512.308594
	Iteration 10Q: 3 clusters Score -1191958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1192004.750000 Penalty: 4512.308594
	Iteration 11Q: 3 clusters Score -1192005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1192053.125000 Penalty: 4512.308594
	Iteration 12Q: 3 clusters Score -1192053 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1192112.750000 Penalty: 4512.308594
	Iteration 13Q: 3 clusters Score -1192113 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1192186.375000 Penalty: 4512.308594
	Iteration 14Q: 3 clusters Score -1192186 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1192281.625000 Penalty: 4512.308594
	Iteration 15Q: 3 clusters Score -1192282 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1192407.375000 Penalty: 4512.308594
	Iteration 16Q: 3 clusters Score -1192407 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1192538.500000 Penalty: 4512.308594
	Iteration 17Q: 3 clusters Score -1192538 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1192694.625000 Penalty: 4512.308594
	Iteration 18Q: 3 clusters Score -1192695 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1192865.625000 Penalty: 4512.308594
	Iteration 19Q: 3 clusters Score -1192866 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1193088.625000 Penalty: 4512.308594
	Iteration 20F: 3 clusters Score -1193089 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1193349.250000 Penalty: 4512.308594
	Iteration 21Q: 3 clusters Score -1193349 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1193562.250000 Penalty: 4512.308594
	Iteration 22Q: 3 clusters Score -1193562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1193737.125000 Penalty: 4512.308594
	Iteration 23Q: 3 clusters Score -1193737 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1193885.875000 Penalty: 4512.308594
	Iteration 24Q: 3 clusters Score -1193886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1194010.750000 Penalty: 4512.308594
	Iteration 25Q: 3 clusters Score -1194011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1194089.000000 Penalty: 4512.308594
	Iteration 26Q: 3 clusters Score -1194089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1194174.875000 Penalty: 4512.308594
	Iteration 27Q: 3 clusters Score -1194175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1194225.875000 Penalty: 4512.308594
	Iteration 28Q: 3 clusters Score -1194226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1194263.625000 Penalty: 4512.308594
	Iteration 29Q: 3 clusters Score -1194264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1194283.875000 Penalty: 4512.308594
	Iteration 30Q: 3 clusters Score -1194284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1194297.375000 Penalty: 4512.308594
	Iteration 31Q: 3 clusters Score -1194297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1194310.500000 Penalty: 4512.308594
	Iteration 32Q: 3 clusters Score -1194310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1194317.125000 Penalty: 4512.308594
	Iteration 33Q: 3 clusters Score -1194317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1194319.625000 Penalty: 4512.308594
	Iteration 34Q: 3 clusters Score -1194320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1194320.750000 Penalty: 4512.308594
	Iteration 35Q: 3 clusters Score -1194321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1194327.125000 Penalty: 4512.308594
	Iteration 36Q: 3 clusters Score -1194327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1194330.625000 Penalty: 4512.308594
	Iteration 37Q: 3 clusters Score -1194331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1194333.750000 Penalty: 4512.308594
	Iteration 38Q: 3 clusters Score -1194334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1194334.750000 Penalty: 4512.308594
	Iteration 39Q: 3 clusters Score -1194335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1194336.375000 Penalty: 4512.308594
	Iteration 40F: 3 clusters Score -1194336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1194337.750000 Penalty: 4512.308594
	Iteration 41Q: 3 clusters Score -1194338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1194337.750000 Penalty: 4512.308594
	Iteration 42F: 3 clusters Score -1194338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Entering Unmasked Estep 
Score: -14972356.000000 Penalty: 2900.840576
	Iteration 0F: 2 clusters Score -1.497236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -14892268.000000 Penalty: 5801.681152
	Iteration 0F: 3 clusters Score -1.489227e+07 nChanged 57029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -14926254.000000 Penalty: 5801.681152
	Iteration 1F: 3 clusters Score -1.492625e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -14928024.000000 Penalty: 5801.681152
	Iteration 2Q: 3 clusters Score -1.492802e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -14930332.000000 Penalty: 5801.681152
	Iteration 3Q: 3 clusters Score -1.493033e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -14932941.000000 Penalty: 5801.681152
	Iteration 4Q: 3 clusters Score -1.493294e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14936017.000000 Penalty: 5801.681152
	Iteration 5F: 3 clusters Score -1.493602e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -14939460.000000 Penalty: 5801.681152
	Iteration 6F: 3 clusters Score -1.493946e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -14942970.000000 Penalty: 5801.681152
	Iteration 7F: 3 clusters Score -1.494297e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -14946375.000000 Penalty: 5801.681152
	Iteration 8F: 3 clusters Score -1.494638e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -14949233.000000 Penalty: 5801.681152
	Iteration 9Q: 3 clusters Score -1.494923e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -14950830.000000 Penalty: 5801.681152
	Iteration 10Q: 3 clusters Score -1.495083e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -14951698.000000 Penalty: 5801.681152
	Iteration 11Q: 3 clusters Score -1.49517e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -14952066.000000 Penalty: 5801.681152
	Iteration 12Q: 3 clusters Score -1.495207e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -14952271.000000 Penalty: 5801.681152
	Iteration 13Q: 3 clusters Score -1.495227e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -14952389.000000 Penalty: 5801.681152
	Iteration 14Q: 3 clusters Score -1.495239e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -14952601.000000 Penalty: 5801.681152
	Iteration 15Q: 3 clusters Score -1.49526e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -14952735.000000 Penalty: 5801.681152
	Iteration 16Q: 3 clusters Score -1.495274e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -14952948.000000 Penalty: 5801.681152
	Iteration 17Q: 3 clusters Score -1.495295e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -14953243.000000 Penalty: 5801.681152
	Iteration 18Q: 3 clusters Score -1.495324e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -14953493.000000 Penalty: 5801.681152
	Iteration 19Q: 3 clusters Score -1.495349e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -14953809.000000 Penalty: 5801.681152
	Iteration 20F: 3 clusters Score -1.495381e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -14954292.000000 Penalty: 5801.681152
	Iteration 21Q: 3 clusters Score -1.495429e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -14954795.000000 Penalty: 5801.681152
	Iteration 22Q: 3 clusters Score -1.49548e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -14955385.000000 Penalty: 5801.681152
	Iteration 23Q: 3 clusters Score -1.495538e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -14955939.000000 Penalty: 5801.681152
	Iteration 24Q: 3 clusters Score -1.495594e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -14956683.000000 Penalty: 5801.681152
	Iteration 25Q: 3 clusters Score -1.495668e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -14957511.000000 Penalty: 5801.681152
	Iteration 26Q: 3 clusters Score -1.495751e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -14958425.000000 Penalty: 5801.681152
	Iteration 27Q: 3 clusters Score -1.495842e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -14959377.000000 Penalty: 5801.681152
	Iteration 28Q: 3 clusters Score -1.495938e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -14960447.000000 Penalty: 5801.681152
	Iteration 29Q: 3 clusters Score -1.496045e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -14961500.000000 Penalty: 5801.681152
	Iteration 30Q: 3 clusters Score -1.49615e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -14962596.000000 Penalty: 5801.681152
	Iteration 31Q: 3 clusters Score -1.49626e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -14963568.000000 Penalty: 5801.681152
	Iteration 32Q: 3 clusters Score -1.496357e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -14964586.000000 Penalty: 5801.681152
	Iteration 33Q: 3 clusters Score -1.496459e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -14965456.000000 Penalty: 5801.681152
	Iteration 34Q: 3 clusters Score -1.496546e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -14966116.000000 Penalty: 5801.681152
	Iteration 35Q: 3 clusters Score -1.496612e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -14966834.000000 Penalty: 5801.681152
	Iteration 36Q: 3 clusters Score -1.496683e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -14967434.000000 Penalty: 5801.681152
	Iteration 37Q: 3 clusters Score -1.496743e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -14967930.000000 Penalty: 5801.681152
	Iteration 38Q: 3 clusters Score -1.496793e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -14968298.000000 Penalty: 5801.681152
	Iteration 39Q: 3 clusters Score -1.49683e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -14968705.000000 Penalty: 5801.681152
	Iteration 40F: 3 clusters Score -1.49687e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -14969071.000000 Penalty: 5801.681152
	Iteration 41Q: 3 clusters Score -1.496907e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -14969394.000000 Penalty: 5801.681152
	Iteration 42Q: 3 clusters Score -1.496939e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -14969682.000000 Penalty: 5801.681152
	Iteration 43Q: 3 clusters Score -1.496968e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 117428 members 
Entering Unmasked Estep 
Score: -14969833.000000 Penalty: 5801.681152
	Iteration 44Q: 3 clusters Score -1.496983e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -14969958.000000 Penalty: 5801.681152
	Iteration 45Q: 3 clusters Score -1.496996e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -14970063.000000 Penalty: 5801.681152
	Iteration 46Q: 3 clusters Score -1.497006e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -14970103.000000 Penalty: 5801.681152
	Iteration 47Q: 3 clusters Score -1.49701e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -14970162.000000 Penalty: 5801.681152
	Iteration 48Q: 3 clusters Score -1.497016e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -14970163.000000 Penalty: 5801.681152
	Iteration 49Q: 3 clusters Score -1.497016e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -14970187.000000 Penalty: 5801.681152
	Iteration 50Q: 3 clusters Score -1.497019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -14970182.000000 Penalty: 5801.681152
	Iteration 51Q: 3 clusters Score -1.497018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -14970183.000000 Penalty: 5801.681152
	Iteration 52Q: 3 clusters Score -1.497018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -14970261.000000 Penalty: 5801.681152
	Iteration 53Q: 3 clusters Score -1.497026e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -14970288.000000 Penalty: 5801.681152
	Iteration 54Q: 3 clusters Score -1.497029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -14970301.000000 Penalty: 5801.681152
	Iteration 55Q: 3 clusters Score -1.49703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -14970301.000000 Penalty: 5801.681152
	Iteration 56Q: 3 clusters Score -1.49703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -14970306.000000 Penalty: 5801.681152
	Iteration 57Q: 3 clusters Score -1.497031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -14970308.000000 Penalty: 5801.681152
	Iteration 58Q: 3 clusters Score -1.497031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 118287 members 
Entering Unmasked Estep 
Score: -14970315.000000 Penalty: 5801.681152
	Iteration 59Q: 3 clusters Score -1.497032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -14970317.000000 Penalty: 5801.681152
	Iteration 60F: 3 clusters Score -1.497032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -14970317.000000 Penalty: 5801.681152
	Iteration 61Q: 3 clusters Score -1.497032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -14970311.000000 Penalty: 5801.681152
	Iteration 62Q: 3 clusters Score -1.497031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -14970329.000000 Penalty: 5801.681152
	Iteration 63Q: 3 clusters Score -1.497033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -14970331.000000 Penalty: 5801.681152
	Iteration 64Q: 3 clusters Score -1.497033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -14970334.000000 Penalty: 5801.681152
	Iteration 65Q: 3 clusters Score -1.497033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 118309 members 
Entering Unmasked Estep 
Score: -14970331.000000 Penalty: 5801.681152
	Iteration 66Q: 3 clusters Score -1.497033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -14970322.000000 Penalty: 5801.681152
	Iteration 67Q: 3 clusters Score -1.497032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -14970319.000000 Penalty: 5801.681152
	Iteration 68Q: 3 clusters Score -1.497032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 118318 members 
Entering Unmasked Estep 
Score: -14970330.000000 Penalty: 5801.681152
	Iteration 69Q: 3 clusters Score -1.497033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -14970333.000000 Penalty: 5801.681152
	Iteration 70Q: 3 clusters Score -1.497033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -14970333.000000 Penalty: 5801.681152
	Iteration 71F: 3 clusters Score -1.497033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (77551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Entering Unmasked Estep 
Score: -10399581.000000 Penalty: 2792.155273
	Iteration 0F: 2 clusters Score -1.039958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -10347677.000000 Penalty: 5584.310547
	Iteration 0F: 3 clusters Score -1.034768e+07 nChanged 36364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -10368338.000000 Penalty: 5584.310547
	Iteration 1F: 3 clusters Score -1.036834e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -10369060.000000 Penalty: 5584.310547
	Iteration 2Q: 3 clusters Score -1.036906e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -10369796.000000 Penalty: 5584.310547
	Iteration 3Q: 3 clusters Score -1.03698e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -10370947.000000 Penalty: 5584.310547
	Iteration 4Q: 3 clusters Score -1.037095e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -10372917.000000 Penalty: 5584.310547
	Iteration 5F: 3 clusters Score -1.037292e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -10376121.000000 Penalty: 5584.310547
	Iteration 6F: 3 clusters Score -1.037612e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -10381217.000000 Penalty: 5584.310547
	Iteration 7F: 3 clusters Score -1.038122e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -10387565.000000 Penalty: 5584.310547
	Iteration 8F: 3 clusters Score -1.038756e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -10392955.000000 Penalty: 5584.310547
	Iteration 9F: 3 clusters Score -1.039296e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -10395709.000000 Penalty: 5584.310547
	Iteration 10Q: 3 clusters Score -1.039571e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -10396559.000000 Penalty: 5584.310547
	Iteration 11Q: 3 clusters Score -1.039656e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -10396858.000000 Penalty: 5584.310547
	Iteration 12Q: 3 clusters Score -1.039686e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -10396948.000000 Penalty: 5584.310547
	Iteration 13Q: 3 clusters Score -1.039695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -10397001.000000 Penalty: 5584.310547
	Iteration 14Q: 3 clusters Score -1.0397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -10397019.000000 Penalty: 5584.310547
	Iteration 15Q: 3 clusters Score -1.039702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -10397035.000000 Penalty: 5584.310547
	Iteration 16Q: 3 clusters Score -1.039704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -10397038.000000 Penalty: 5584.310547
	Iteration 17Q: 3 clusters Score -1.039704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -10397045.000000 Penalty: 5584.310547
	Iteration 18Q: 3 clusters Score -1.039704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -10397043.000000 Penalty: 5584.310547
	Iteration 19Q: 3 clusters Score -1.039704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -10397043.000000 Penalty: 5584.310547
	Iteration 20F: 3 clusters Score -1.039704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Entering Unmasked Estep 
Score: -2340268.250000 Penalty: 2420.385010
	Iteration 0F: 2 clusters Score -2340268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2328092.000000 Penalty: 4840.770020
	Iteration 0F: 3 clusters Score -2328092 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2331900.250000 Penalty: 4840.770020
	Iteration 1F: 3 clusters Score -2331900 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2332266.250000 Penalty: 4840.770020
	Iteration 2F: 3 clusters Score -2332266 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2332674.250000 Penalty: 4840.770020
	Iteration 3F: 3 clusters Score -2332674 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2333134.250000 Penalty: 4840.770020
	Iteration 4F: 3 clusters Score -2333134 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2333655.000000 Penalty: 4840.770020
	Iteration 5F: 3 clusters Score -2333655 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2334250.750000 Penalty: 4840.770020
	Iteration 6F: 3 clusters Score -2334251 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2334821.500000 Penalty: 4840.770020
	Iteration 7F: 3 clusters Score -2334822 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2335278.500000 Penalty: 4840.770020
	Iteration 8Q: 3 clusters Score -2335278 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2335671.250000 Penalty: 4840.770020
	Iteration 9Q: 3 clusters Score -2335671 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2336028.750000 Penalty: 4840.770020
	Iteration 10Q: 3 clusters Score -2336029 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2336380.750000 Penalty: 4840.770020
	Iteration 11Q: 3 clusters Score -2336381 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2336725.750000 Penalty: 4840.770020
	Iteration 12Q: 3 clusters Score -2336726 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2337081.500000 Penalty: 4840.770020
	Iteration 13Q: 3 clusters Score -2337082 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2337411.000000 Penalty: 4840.770020
	Iteration 14Q: 3 clusters Score -2337411 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2337753.500000 Penalty: 4840.770020
	Iteration 15Q: 3 clusters Score -2337754 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2338061.500000 Penalty: 4840.770020
	Iteration 16Q: 3 clusters Score -2338062 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2338324.250000 Penalty: 4840.770020
	Iteration 17Q: 3 clusters Score -2338324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2338516.250000 Penalty: 4840.770020
	Iteration 18Q: 3 clusters Score -2338516 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2338639.500000 Penalty: 4840.770020
	Iteration 19Q: 3 clusters Score -2338640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2338727.750000 Penalty: 4840.770020
	Iteration 20F: 3 clusters Score -2338728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2338780.750000 Penalty: 4840.770020
	Iteration 21Q: 3 clusters Score -2338781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2338806.750000 Penalty: 4840.770020
	Iteration 22Q: 3 clusters Score -2338807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2338830.750000 Penalty: 4840.770020
	Iteration 23Q: 3 clusters Score -2338831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2338836.250000 Penalty: 4840.770020
	Iteration 24Q: 3 clusters Score -2338836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2338835.750000 Penalty: 4840.770020
	Iteration 25Q: 3 clusters Score -2338836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2338843.750000 Penalty: 4840.770020
	Iteration 26Q: 3 clusters Score -2338844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2338845.750000 Penalty: 4840.770020
	Iteration 27Q: 3 clusters Score -2338846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2338856.750000 Penalty: 4840.770020
	Iteration 28Q: 3 clusters Score -2338857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2338862.000000 Penalty: 4840.770020
	Iteration 29Q: 3 clusters Score -2338862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2338867.750000 Penalty: 4840.770020
	Iteration 30Q: 3 clusters Score -2338868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2338872.000000 Penalty: 4840.770020
	Iteration 31Q: 3 clusters Score -2338872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2338879.500000 Penalty: 4840.770020
	Iteration 32Q: 3 clusters Score -2338880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2338882.250000 Penalty: 4840.770020
	Iteration 33Q: 3 clusters Score -2338882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2338883.750000 Penalty: 4840.770020
	Iteration 34Q: 3 clusters Score -2338884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2338885.500000 Penalty: 4840.770020
	Iteration 35Q: 3 clusters Score -2338886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2338882.250000 Penalty: 4840.770020
	Iteration 36Q: 3 clusters Score -2338882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2338886.750000 Penalty: 4840.770020
	Iteration 37Q: 3 clusters Score -2338887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2338884.250000 Penalty: 4840.770020
	Iteration 38Q: 3 clusters Score -2338884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2338884.250000 Penalty: 4840.770020
	Iteration 39F: 3 clusters Score -2338884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -852900.625000 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -852900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -847349.687500 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -847349.7 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -848859.312500 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -848859.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -849165.812500 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -849165.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -849406.312500 Penalty: 4371.022461
	Iteration 3F: 3 clusters Score -849406.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -849625.687500 Penalty: 4371.022461
	Iteration 4Q: 3 clusters Score -849625.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -849835.125000 Penalty: 4371.022461
	Iteration 5Q: 3 clusters Score -849835.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -850045.750000 Penalty: 4371.022461
	Iteration 6Q: 3 clusters Score -850045.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -850248.812500 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -850248.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -850460.937500 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -850460.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -850685.062500 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -850685.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -850859.937500 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -850859.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -851025.562500 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -851025.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -851198.250000 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -851198.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -851347.437500 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -851347.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -851482.125000 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -851482.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -851588.000000 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -851588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -851656.812500 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -851656.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -851695.687500 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -851695.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -851719.625000 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -851719.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -851734.312500 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -851734.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -851744.687500 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -851744.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -851766.000000 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -851766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -851777.625000 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -851777.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -851785.437500 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -851785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -851790.125000 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -851790.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -851792.562500 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -851792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -851796.687500 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -851796.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -851800.187500 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -851800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -851802.687500 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -851802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -851805.500000 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -851805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -851807.000000 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -851807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -851807.500000 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -851807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -851806.062500 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -851806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -851808.562500 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -851808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -851808.437500 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -851808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -851808.250000 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -851808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -851808.250000 Penalty: 4371.022461
	Iteration 36F: 3 clusters Score -851808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -436531.406250 Penalty: 2022.600952
	Iteration 0F: 2 clusters Score -436531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -433002.625000 Penalty: 4045.201904
	Iteration 0F: 3 clusters Score -433002.6 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433841.656250 Penalty: 4045.201904
	Iteration 1F: 3 clusters Score -433841.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -434068.500000 Penalty: 4045.201904
	Iteration 2F: 3 clusters Score -434068.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -434187.281250 Penalty: 4045.201904
	Iteration 3Q: 3 clusters Score -434187.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -434293.843750 Penalty: 4045.201904
	Iteration 4Q: 3 clusters Score -434293.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -434388.656250 Penalty: 4045.201904
	Iteration 5Q: 3 clusters Score -434388.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -434477.281250 Penalty: 4045.201904
	Iteration 6Q: 3 clusters Score -434477.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -434561.062500 Penalty: 4045.201904
	Iteration 7Q: 3 clusters Score -434561.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -434646.312500 Penalty: 4045.201904
	Iteration 8Q: 3 clusters Score -434646.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -434704.937500 Penalty: 4045.201904
	Iteration 9Q: 3 clusters Score -434704.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -434753.062500 Penalty: 4045.201904
	Iteration 10Q: 3 clusters Score -434753.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -434792.343750 Penalty: 4045.201904
	Iteration 11Q: 3 clusters Score -434792.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -434827.312500 Penalty: 4045.201904
	Iteration 12Q: 3 clusters Score -434827.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -434872.531250 Penalty: 4045.201904
	Iteration 13Q: 3 clusters Score -434872.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -434903.125000 Penalty: 4045.201904
	Iteration 14Q: 3 clusters Score -434903.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -434935.281250 Penalty: 4045.201904
	Iteration 15Q: 3 clusters Score -434935.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -434958.968750 Penalty: 4045.201904
	Iteration 16Q: 3 clusters Score -434959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -434981.562500 Penalty: 4045.201904
	Iteration 17Q: 3 clusters Score -434981.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -435002.250000 Penalty: 4045.201904
	Iteration 18Q: 3 clusters Score -435002.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435023.937500 Penalty: 4045.201904
	Iteration 19Q: 3 clusters Score -435023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435047.093750 Penalty: 4045.201904
	Iteration 20F: 3 clusters Score -435047.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435067.125000 Penalty: 4045.201904
	Iteration 21Q: 3 clusters Score -435067.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -435090.781250 Penalty: 4045.201904
	Iteration 22Q: 3 clusters Score -435090.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -435119.000000 Penalty: 4045.201904
	Iteration 23Q: 3 clusters Score -435119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -435137.718750 Penalty: 4045.201904
	Iteration 24Q: 3 clusters Score -435137.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -435151.218750 Penalty: 4045.201904
	Iteration 25Q: 3 clusters Score -435151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -435167.156250 Penalty: 4045.201904
	Iteration 26Q: 3 clusters Score -435167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -435179.625000 Penalty: 4045.201904
	Iteration 27Q: 3 clusters Score -435179.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -435191.031250 Penalty: 4045.201904
	Iteration 28Q: 3 clusters Score -435191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -435201.031250 Penalty: 4045.201904
	Iteration 29Q: 3 clusters Score -435201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -435210.687500 Penalty: 4045.201904
	Iteration 30Q: 3 clusters Score -435210.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -435216.906250 Penalty: 4045.201904
	Iteration 31Q: 3 clusters Score -435216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -435224.750000 Penalty: 4045.201904
	Iteration 32Q: 3 clusters Score -435224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -435231.968750 Penalty: 4045.201904
	Iteration 33Q: 3 clusters Score -435232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -435237.718750 Penalty: 4045.201904
	Iteration 34Q: 3 clusters Score -435237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -435240.093750 Penalty: 4045.201904
	Iteration 35Q: 3 clusters Score -435240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -435241.562500 Penalty: 4045.201904
	Iteration 36Q: 3 clusters Score -435241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -435241.843750 Penalty: 4045.201904
	Iteration 37Q: 3 clusters Score -435241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -435244.125000 Penalty: 4045.201904
	Iteration 38Q: 3 clusters Score -435244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -435245.250000 Penalty: 4045.201904
	Iteration 39Q: 3 clusters Score -435245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -435245.750000 Penalty: 4045.201904
	Iteration 40F: 3 clusters Score -435245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -435246.812500 Penalty: 4045.201904
	Iteration 41Q: 3 clusters Score -435246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -435247.968750 Penalty: 4045.201904
	Iteration 42Q: 3 clusters Score -435248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -435248.218750 Penalty: 4045.201904
	Iteration 43Q: 3 clusters Score -435248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -435248.750000 Penalty: 4045.201904
	Iteration 44Q: 3 clusters Score -435248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -435248.750000 Penalty: 4045.201904
	Iteration 45F: 3 clusters Score -435248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128442 members 
Mstep: Class 7 contains 223459 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 20772 members 
Mstep: Class 13 contains 67959 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 79647 members 
Mstep: Class 16 contains 170563 members 
Mstep: Class 17 contains 69441 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 98871 members 
Mstep: Class 20 contains 103338 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21357 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 16928 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 41422 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 120203 members 
Mstep: Class 30 contains 77551 members 
Mstep: Class 31 contains 17320 members 
Mstep: Class 32 contains 6718 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128160.000000 Penalty: 115847.835938
Iteration 199Q: 34 clusters Score -1.811282e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 27976 members 
Mstep: Class 4 contains 19259 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 128431 members 
Mstep: Class 7 contains 223488 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 12 contains 20786 members 
Mstep: Class 13 contains 67954 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 79655 members 
Mstep: Class 16 contains 170447 members 
Mstep: Class 17 contains 69428 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 98797 members 
Mstep: Class 20 contains 103535 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21366 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 16940 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 41413 members 
Mstep: Class 28 contains 8935 members 
Mstep: Class 29 contains 120183 members 
Mstep: Class 30 contains 77529 members 
Mstep: Class 31 contains 17326 members 
Mstep: Class 32 contains 6719 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128384.000000 Penalty: 115847.835938
Iteration 200F: 34 clusters Score -1.811284e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 27986 members 
Mstep: Class 4 contains 19249 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 128418 members 
Mstep: Class 7 contains 223539 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4743 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 20794 members 
Mstep: Class 13 contains 67948 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 79648 members 
Mstep: Class 16 contains 170329 members 
Mstep: Class 17 contains 69411 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 98818 members 
Mstep: Class 20 contains 103675 members 
Mstep: Class 21 contains 4595 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21378 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 16954 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 41394 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 120138 members 
Mstep: Class 30 contains 77507 members 
Mstep: Class 31 contains 17325 members 
Mstep: Class 32 contains 6721 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128320.000000 Penalty: 115847.835938
Iteration 201Q: 34 clusters Score -1.811283e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 27997 members 
Mstep: Class 4 contains 19240 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128405 members 
Mstep: Class 7 contains 223572 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 20798 members 
Mstep: Class 13 contains 67954 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 79641 members 
Mstep: Class 16 contains 170099 members 
Mstep: Class 17 contains 69397 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 98942 members 
Mstep: Class 20 contains 103852 members 
Mstep: Class 21 contains 4600 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21388 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 16959 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 41377 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 120056 members 
Mstep: Class 30 contains 77515 members 
Mstep: Class 31 contains 17318 members 
Mstep: Class 32 contains 6722 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127840.000000 Penalty: 115847.835938
Iteration 202Q: 34 clusters Score -1.811278e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 27997 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 128389 members 
Mstep: Class 7 contains 223652 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 20818 members 
Mstep: Class 13 contains 67955 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 79641 members 
Mstep: Class 16 contains 169762 members 
Mstep: Class 17 contains 69373 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 99146 members 
Mstep: Class 20 contains 104010 members 
Mstep: Class 21 contains 4603 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21398 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 16962 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 41354 members 
Mstep: Class 28 contains 8941 members 
Mstep: Class 29 contains 119992 members 
Mstep: Class 30 contains 77514 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 6724 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127840.000000 Penalty: 115847.835938
Iteration 203Q: 34 clusters Score -1.811278e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 27996 members 
Mstep: Class 4 contains 19225 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 6 contains 128378 members 
Mstep: Class 7 contains 223765 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 20826 members 
Mstep: Class 13 contains 67947 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 79634 members 
Mstep: Class 16 contains 169361 members 
Mstep: Class 17 contains 69358 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 99352 members 
Mstep: Class 20 contains 104171 members 
Mstep: Class 21 contains 4605 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21402 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 16970 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 41337 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119959 members 
Mstep: Class 30 contains 77525 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127376.000000 Penalty: 115847.835938
Iteration 204Q: 34 clusters Score -1.811274e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 27989 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 128374 members 
Mstep: Class 7 contains 223895 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 12 contains 20830 members 
Mstep: Class 13 contains 67943 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 79637 members 
Mstep: Class 16 contains 168939 members 
Mstep: Class 17 contains 69348 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 99592 members 
Mstep: Class 20 contains 104310 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 21405 members 
Mstep: Class 24 contains 5057 members 
Mstep: Class 25 contains 16970 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 41319 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119914 members 
Mstep: Class 30 contains 77532 members 
Mstep: Class 31 contains 17309 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127360.000000 Penalty: 115847.835938
Iteration 205Q: 34 clusters Score -1.811274e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 27988 members 
Mstep: Class 4 contains 19195 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 128374 members 
Mstep: Class 7 contains 223991 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 20838 members 
Mstep: Class 13 contains 67933 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 79633 members 
Mstep: Class 16 contains 168489 members 
Mstep: Class 17 contains 69340 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 99904 members 
Mstep: Class 20 contains 104452 members 
Mstep: Class 21 contains 4609 members 
Mstep: Class 22 contains 7817 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 16974 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119867 members 
Mstep: Class 30 contains 77527 members 
Mstep: Class 31 contains 17299 members 
Mstep: Class 32 contains 6731 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127056.000000 Penalty: 115847.835938
Iteration 206Q: 34 clusters Score -1.811271e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6584 members 
Mstep: Class 3 contains 27990 members 
Mstep: Class 4 contains 19188 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 128375 members 
Mstep: Class 7 contains 224061 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 12 contains 20839 members 
Mstep: Class 13 contains 67928 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 79622 members 
Mstep: Class 16 contains 167968 members 
Mstep: Class 17 contains 69332 members 
Mstep: Class 18 contains 15256 members 
Mstep: Class 19 contains 100298 members 
Mstep: Class 20 contains 104599 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 7817 members 
Mstep: Class 23 contains 21411 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 16975 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 41297 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 119834 members 
Mstep: Class 30 contains 77517 members 
Mstep: Class 31 contains 17289 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127280.000000 Penalty: 115847.835938
Iteration 207Q: 34 clusters Score -1.811273e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 27997 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128373 members 
Mstep: Class 7 contains 224105 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 67932 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 79611 members 
Mstep: Class 16 contains 167391 members 
Mstep: Class 17 contains 69316 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 100747 members 
Mstep: Class 20 contains 104754 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 7817 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 16975 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 41289 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119777 members 
Mstep: Class 30 contains 77506 members 
Mstep: Class 31 contains 17292 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126608.000000 Penalty: 115847.835938
Iteration 208Q: 34 clusters Score -1.811266e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6573 members 
Mstep: Class 3 contains 27997 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 128367 members 
Mstep: Class 7 contains 224196 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 67931 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 79599 members 
Mstep: Class 16 contains 166790 members 
Mstep: Class 17 contains 69304 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 101202 members 
Mstep: Class 20 contains 104884 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 7818 members 
Mstep: Class 23 contains 21417 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 41278 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 119736 members 
Mstep: Class 30 contains 77505 members 
Mstep: Class 31 contains 17295 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126320.000000 Penalty: 115847.835938
Iteration 209Q: 34 clusters Score -1.811263e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 27996 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 128366 members 
Mstep: Class 7 contains 224234 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 67931 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 79596 members 
Mstep: Class 16 contains 166124 members 
Mstep: Class 17 contains 69291 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 101731 members 
Mstep: Class 20 contains 105014 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21419 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 16971 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 41275 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119706 members 
Mstep: Class 30 contains 77510 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126096.000000 Penalty: 115847.835938
Iteration 210Q: 34 clusters Score -1.811261e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 27994 members 
Mstep: Class 4 contains 19198 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 128365 members 
Mstep: Class 7 contains 224277 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 20884 members 
Mstep: Class 13 contains 67928 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 79593 members 
Mstep: Class 16 contains 165375 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 102321 members 
Mstep: Class 20 contains 105162 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21417 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 16974 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119680 members 
Mstep: Class 30 contains 77514 members 
Mstep: Class 31 contains 17292 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125808.000000 Penalty: 115847.835938
Iteration 211Q: 34 clusters Score -1.811258e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 27989 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 128360 members 
Mstep: Class 7 contains 224325 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 20895 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 79593 members 
Mstep: Class 16 contains 164567 members 
Mstep: Class 17 contains 69286 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 102994 members 
Mstep: Class 20 contains 105267 members 
Mstep: Class 21 contains 4619 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21419 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119659 members 
Mstep: Class 30 contains 77507 members 
Mstep: Class 31 contains 17289 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125728.000000 Penalty: 115847.835938
Iteration 212Q: 34 clusters Score -1.811257e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 27983 members 
Mstep: Class 4 contains 19205 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 128358 members 
Mstep: Class 7 contains 224386 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 20905 members 
Mstep: Class 13 contains 67928 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 79597 members 
Mstep: Class 16 contains 163826 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15256 members 
Mstep: Class 19 contains 103630 members 
Mstep: Class 20 contains 105369 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21421 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119604 members 
Mstep: Class 30 contains 77492 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125936.000000 Penalty: 115847.835938
Iteration 213Q: 34 clusters Score -1.811259e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 27980 members 
Mstep: Class 4 contains 19198 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 128353 members 
Mstep: Class 7 contains 224457 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 20917 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 79589 members 
Mstep: Class 16 contains 163047 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15256 members 
Mstep: Class 19 contains 104290 members 
Mstep: Class 20 contains 105479 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21424 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119557 members 
Mstep: Class 30 contains 77481 members 
Mstep: Class 31 contains 17284 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125776.000000 Penalty: 115847.835938
Iteration 214Q: 34 clusters Score -1.811258e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 27976 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 128348 members 
Mstep: Class 7 contains 224529 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 67925 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79586 members 
Mstep: Class 16 contains 162240 members 
Mstep: Class 17 contains 69291 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 104987 members 
Mstep: Class 20 contains 105567 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21425 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 16973 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 119540 members 
Mstep: Class 30 contains 77456 members 
Mstep: Class 31 contains 17282 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125776.000000 Penalty: 115847.835938
Iteration 215Q: 34 clusters Score -1.811258e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 27974 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 128348 members 
Mstep: Class 7 contains 224577 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 20925 members 
Mstep: Class 13 contains 67930 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79589 members 
Mstep: Class 16 contains 161404 members 
Mstep: Class 17 contains 69286 members 
Mstep: Class 18 contains 15259 members 
Mstep: Class 19 contains 105731 members 
Mstep: Class 20 contains 105639 members 
Mstep: Class 21 contains 4634 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21423 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 16978 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 119521 members 
Mstep: Class 30 contains 77440 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126176.000000 Penalty: 115847.835938
Iteration 216Q: 34 clusters Score -1.811262e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6542 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 19180 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 128345 members 
Mstep: Class 7 contains 224633 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 67929 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 79582 members 
Mstep: Class 16 contains 160630 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 106426 members 
Mstep: Class 20 contains 105702 members 
Mstep: Class 21 contains 4637 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 16984 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 119508 members 
Mstep: Class 30 contains 77425 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6731 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126192.000000 Penalty: 115847.835938
Iteration 217Q: 34 clusters Score -1.811262e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6541 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 19173 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 128345 members 
Mstep: Class 7 contains 224682 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 67923 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 79587 members 
Mstep: Class 16 contains 159904 members 
Mstep: Class 17 contains 69285 members 
Mstep: Class 18 contains 15259 members 
Mstep: Class 19 contains 107087 members 
Mstep: Class 20 contains 105769 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21429 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 16983 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 119487 members 
Mstep: Class 30 contains 77403 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126304.000000 Penalty: 115847.835938
Iteration 218Q: 34 clusters Score -1.811263e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6539 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 19173 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 128340 members 
Mstep: Class 7 contains 224754 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 20938 members 
Mstep: Class 13 contains 67921 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 79591 members 
Mstep: Class 16 contains 159175 members 
Mstep: Class 17 contains 69284 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 107793 members 
Mstep: Class 20 contains 105775 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21431 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 16989 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 119467 members 
Mstep: Class 30 contains 77365 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126112.000000 Penalty: 115847.835938
Iteration 219Q: 34 clusters Score -1.811261e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 128336 members 
Mstep: Class 7 contains 224851 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79593 members 
Mstep: Class 16 contains 158429 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 108492 members 
Mstep: Class 20 contains 105796 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 21430 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 16996 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 119433 members 
Mstep: Class 30 contains 77329 members 
Mstep: Class 31 contains 17270 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125872.000000 Penalty: 115847.835938
Iteration 220F: 34 clusters Score -1.811259e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 128332 members 
Mstep: Class 7 contains 224960 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 20939 members 
Mstep: Class 13 contains 67921 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79598 members 
Mstep: Class 16 contains 157643 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 109202 members 
Mstep: Class 20 contains 105830 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 7820 members 
Mstep: Class 23 contains 21433 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 17005 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 119395 members 
Mstep: Class 30 contains 77291 members 
Mstep: Class 31 contains 17267 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126240.000000 Penalty: 115847.835938
Iteration 221Q: 34 clusters Score -1.811262e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6521 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 128330 members 
Mstep: Class 7 contains 225054 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 67924 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79598 members 
Mstep: Class 16 contains 156850 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15255 members 
Mstep: Class 19 contains 109977 members 
Mstep: Class 20 contains 105854 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 7821 members 
Mstep: Class 23 contains 21434 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 17007 members 
Mstep: Class 26 contains 13660 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 119331 members 
Mstep: Class 30 contains 77255 members 
Mstep: Class 31 contains 17262 members 
Mstep: Class 32 contains 6731 members 
Mstep: Class 33 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125952.000000 Penalty: 115847.835938
Iteration 222Q: 34 clusters Score -1.81126e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 19164 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 128327 members 
Mstep: Class 7 contains 225135 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 20953 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79609 members 
Mstep: Class 16 contains 156105 members 
Mstep: Class 17 contains 69286 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 110697 members 
Mstep: Class 20 contains 105874 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 7822 members 
Mstep: Class 23 contains 21436 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 17010 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 119273 members 
Mstep: Class 30 contains 77216 members 
Mstep: Class 31 contains 17262 members 
Mstep: Class 32 contains 6731 members 
Mstep: Class 33 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126112.000000 Penalty: 115847.835938
Iteration 223Q: 34 clusters Score -1.811261e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 19165 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 128324 members 
Mstep: Class 7 contains 225217 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79617 members 
Mstep: Class 16 contains 155352 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15247 members 
Mstep: Class 19 contains 111405 members 
Mstep: Class 20 contains 105899 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 21436 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 17011 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 119227 members 
Mstep: Class 30 contains 77183 members 
Mstep: Class 31 contains 17267 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126144.000000 Penalty: 115847.835938
Iteration 224Q: 34 clusters Score -1.811261e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 27965 members 
Mstep: Class 4 contains 19165 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 128321 members 
Mstep: Class 7 contains 225299 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 20970 members 
Mstep: Class 13 contains 67923 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79624 members 
Mstep: Class 16 contains 154583 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15246 members 
Mstep: Class 19 contains 112123 members 
Mstep: Class 20 contains 105929 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 7826 members 
Mstep: Class 23 contains 21439 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 17013 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 119197 members 
Mstep: Class 30 contains 77136 members 
Mstep: Class 31 contains 17263 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126240.000000 Penalty: 115847.835938
Iteration 225Q: 34 clusters Score -1.811262e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 128318 members 
Mstep: Class 7 contains 225402 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 20972 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79633 members 
Mstep: Class 16 contains 153802 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 112838 members 
Mstep: Class 20 contains 105963 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 7827 members 
Mstep: Class 23 contains 21443 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 17017 members 
Mstep: Class 26 contains 13666 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 119179 members 
Mstep: Class 30 contains 77095 members 
Mstep: Class 31 contains 17257 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125920.000000 Penalty: 115847.835938
Iteration 226Q: 34 clusters Score -1.811259e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6511 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 19165 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 128311 members 
Mstep: Class 7 contains 225497 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 20976 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 79633 members 
Mstep: Class 16 contains 152992 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 113563 members 
Mstep: Class 20 contains 105992 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 7827 members 
Mstep: Class 23 contains 21448 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 17017 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 119164 members 
Mstep: Class 30 contains 77060 members 
Mstep: Class 31 contains 17257 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125824.000000 Penalty: 115847.835938
Iteration 227Q: 34 clusters Score -1.811258e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 19169 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 128307 members 
Mstep: Class 7 contains 225584 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 20981 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79642 members 
Mstep: Class 16 contains 152122 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 114351 members 
Mstep: Class 20 contains 106019 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21453 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 119153 members 
Mstep: Class 30 contains 77025 members 
Mstep: Class 31 contains 17255 members 
Mstep: Class 32 contains 6725 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181125872.000000 Penalty: 115847.835938
Iteration 228Q: 34 clusters Score -1.811259e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 128304 members 
Mstep: Class 7 contains 225675 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 67929 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79645 members 
Mstep: Class 16 contains 151229 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 115183 members 
Mstep: Class 20 contains 106041 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21456 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 17017 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41247 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 119127 members 
Mstep: Class 30 contains 77004 members 
Mstep: Class 31 contains 17257 members 
Mstep: Class 32 contains 6723 members 
Mstep: Class 33 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126352.000000 Penalty: 115847.835938
Iteration 229Q: 34 clusters Score -1.811264e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6508 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 128303 members 
Mstep: Class 7 contains 225778 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 20995 members 
Mstep: Class 13 contains 67925 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 79660 members 
Mstep: Class 16 contains 150238 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 116062 members 
Mstep: Class 20 contains 106056 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21456 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41240 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 119128 members 
Mstep: Class 30 contains 76977 members 
Mstep: Class 31 contains 17264 members 
Mstep: Class 32 contains 6723 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126304.000000 Penalty: 115847.835938
Iteration 230Q: 34 clusters Score -1.811263e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6510 members 
Mstep: Class 3 contains 27974 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 128299 members 
Mstep: Class 7 contains 225879 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 20991 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79668 members 
Mstep: Class 16 contains 149160 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 117038 members 
Mstep: Class 20 contains 106039 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21457 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41241 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 119130 members 
Mstep: Class 30 contains 76957 members 
Mstep: Class 31 contains 17280 members 
Mstep: Class 32 contains 6720 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126496.000000 Penalty: 115847.835938
Iteration 231Q: 34 clusters Score -1.811265e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6508 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 128298 members 
Mstep: Class 7 contains 226021 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 20988 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79682 members 
Mstep: Class 16 contains 148111 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15244 members 
Mstep: Class 19 contains 118020 members 
Mstep: Class 20 contains 106022 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21458 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 119087 members 
Mstep: Class 30 contains 76935 members 
Mstep: Class 31 contains 17281 members 
Mstep: Class 32 contains 6719 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126432.000000 Penalty: 115847.835938
Iteration 232Q: 34 clusters Score -1.811264e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 128298 members 
Mstep: Class 7 contains 226138 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 20988 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79685 members 
Mstep: Class 16 contains 147054 members 
Mstep: Class 17 contains 69297 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 119018 members 
Mstep: Class 20 contains 106016 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41240 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 119057 members 
Mstep: Class 30 contains 76915 members 
Mstep: Class 31 contains 17284 members 
Mstep: Class 32 contains 6718 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126720.000000 Penalty: 115847.835938
Iteration 233Q: 34 clusters Score -1.811267e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 128295 members 
Mstep: Class 7 contains 226269 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 20994 members 
Mstep: Class 13 contains 67919 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 79697 members 
Mstep: Class 16 contains 145955 members 
Mstep: Class 17 contains 69294 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 120046 members 
Mstep: Class 20 contains 106007 members 
Mstep: Class 21 contains 4653 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 21463 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 17016 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41241 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 119021 members 
Mstep: Class 30 contains 76887 members 
Mstep: Class 31 contains 17290 members 
Mstep: Class 32 contains 6721 members 
Mstep: Class 33 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126976.000000 Penalty: 115847.835938
Iteration 234Q: 34 clusters Score -1.81127e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 27977 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 128294 members 
Mstep: Class 7 contains 226420 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 20996 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79708 members 
Mstep: Class 16 contains 144830 members 
Mstep: Class 17 contains 69300 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 121058 members 
Mstep: Class 20 contains 106002 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21465 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 17016 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41235 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 118996 members 
Mstep: Class 30 contains 76853 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 6726 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126784.000000 Penalty: 115847.835938
Iteration 235Q: 34 clusters Score -1.811268e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 27982 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 128291 members 
Mstep: Class 7 contains 226556 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 20998 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79705 members 
Mstep: Class 16 contains 143667 members 
Mstep: Class 17 contains 69303 members 
Mstep: Class 18 contains 15240 members 
Mstep: Class 19 contains 122094 members 
Mstep: Class 20 contains 106009 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21468 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 17013 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41248 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 118974 members 
Mstep: Class 30 contains 76837 members 
Mstep: Class 31 contains 17288 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181126896.000000 Penalty: 115847.835938
Iteration 236Q: 34 clusters Score -1.811269e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 27991 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 128288 members 
Mstep: Class 7 contains 226707 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79709 members 
Mstep: Class 16 contains 142535 members 
Mstep: Class 17 contains 69306 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 123139 members 
Mstep: Class 20 contains 105994 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21470 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 17004 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41251 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 118965 members 
Mstep: Class 30 contains 76798 members 
Mstep: Class 31 contains 17287 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127152.000000 Penalty: 115847.835938
Iteration 237Q: 34 clusters Score -1.811272e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 27998 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 128283 members 
Mstep: Class 7 contains 226893 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21006 members 
Mstep: Class 13 contains 67921 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79720 members 
Mstep: Class 16 contains 141330 members 
Mstep: Class 17 contains 69312 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 124236 members 
Mstep: Class 20 contains 105976 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21474 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 17001 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41250 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 118911 members 
Mstep: Class 30 contains 76781 members 
Mstep: Class 31 contains 17288 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181127184.000000 Penalty: 115847.835938
Iteration 238Q: 34 clusters Score -1.811272e+08 nChanged 2395
Entering ConstructFrom: 
Score: -181127184.000000 Penalty: 115847.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157643.734375 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157643.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158002.000000 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158142.515625 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158142.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158276.296875 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158276.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -158416.328125 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -158416.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158576.921875 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -158576.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158879.796875 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -158879.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159332.468750 Penalty: 3540.484131
	Iteration 7F: 3 clusters Score -159332.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159507.265625 Penalty: 3540.484131
	Iteration 8F: 3 clusters Score -159507.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159615.578125 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159615.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159659.078125 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -159681.171875 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159694.343750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159714.734375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159720.656250 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -159720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159723.671875 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -159723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159725.312500 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -159725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159728.531250 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -159728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159728.531250 Penalty: 3540.484131
	Iteration 18F: 3 clusters Score -159728.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Entering Unmasked Estep 
Score: -800936.625000 Penalty: 2177.444580
	Iteration 0F: 2 clusters Score -800936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -795502.625000 Penalty: 4354.889160
	Iteration 0F: 3 clusters Score -795502.6 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -797170.187500 Penalty: 4354.889160
	Iteration 1F: 3 clusters Score -797170.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -797737.562500 Penalty: 4354.889160
	Iteration 2F: 3 clusters Score -797737.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -798184.375000 Penalty: 4354.889160
	Iteration 3F: 3 clusters Score -798184.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -798560.687500 Penalty: 4354.889160
	Iteration 4F: 3 clusters Score -798560.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -798829.062500 Penalty: 4354.889160
	Iteration 5F: 3 clusters Score -798829.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -799014.875000 Penalty: 4354.889160
	Iteration 6Q: 3 clusters Score -799014.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -799138.125000 Penalty: 4354.889160
	Iteration 7Q: 3 clusters Score -799138.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -799229.750000 Penalty: 4354.889160
	Iteration 8Q: 3 clusters Score -799229.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -799298.687500 Penalty: 4354.889160
	Iteration 9Q: 3 clusters Score -799298.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -799358.875000 Penalty: 4354.889160
	Iteration 10Q: 3 clusters Score -799358.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -799409.750000 Penalty: 4354.889160
	Iteration 11Q: 3 clusters Score -799409.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -799454.125000 Penalty: 4354.889160
	Iteration 12Q: 3 clusters Score -799454.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -799506.062500 Penalty: 4354.889160
	Iteration 13Q: 3 clusters Score -799506.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -799556.625000 Penalty: 4354.889160
	Iteration 14Q: 3 clusters Score -799556.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -799627.375000 Penalty: 4354.889160
	Iteration 15Q: 3 clusters Score -799627.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -799691.875000 Penalty: 4354.889160
	Iteration 16Q: 3 clusters Score -799691.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -799752.687500 Penalty: 4354.889160
	Iteration 17Q: 3 clusters Score -799752.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -799800.937500 Penalty: 4354.889160
	Iteration 18Q: 3 clusters Score -799800.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -799829.812500 Penalty: 4354.889160
	Iteration 19Q: 3 clusters Score -799829.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -799858.187500 Penalty: 4354.889160
	Iteration 20F: 3 clusters Score -799858.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -799885.437500 Penalty: 4354.889160
	Iteration 21Q: 3 clusters Score -799885.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -799908.687500 Penalty: 4354.889160
	Iteration 22Q: 3 clusters Score -799908.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -799927.187500 Penalty: 4354.889160
	Iteration 23Q: 3 clusters Score -799927.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -799946.687500 Penalty: 4354.889160
	Iteration 24Q: 3 clusters Score -799946.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -799965.125000 Penalty: 4354.889160
	Iteration 25Q: 3 clusters Score -799965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -799985.187500 Penalty: 4354.889160
	Iteration 26Q: 3 clusters Score -799985.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -799994.250000 Penalty: 4354.889160
	Iteration 27Q: 3 clusters Score -799994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -799999.812500 Penalty: 4354.889160
	Iteration 28Q: 3 clusters Score -799999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -800004.187500 Penalty: 4354.889160
	Iteration 29Q: 3 clusters Score -800004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -800006.562500 Penalty: 4354.889160
	Iteration 30Q: 3 clusters Score -800006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -800006.562500 Penalty: 4354.889160
	Iteration 31F: 3 clusters Score -800006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Entering Unmasked Estep 
Score: -3692230.250000 Penalty: 2539.572021
	Iteration 0F: 2 clusters Score -3692230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3672977.500000 Penalty: 5079.144043
	Iteration 0F: 3 clusters Score -3672978 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3679695.000000 Penalty: 5079.144043
	Iteration 1F: 3 clusters Score -3679695 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3680095.250000 Penalty: 5079.144043
	Iteration 2Q: 3 clusters Score -3680095 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3680448.250000 Penalty: 5079.144043
	Iteration 3Q: 3 clusters Score -3680448 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3680745.250000 Penalty: 5079.144043
	Iteration 4Q: 3 clusters Score -3680745 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3681020.250000 Penalty: 5079.144043
	Iteration 5Q: 3 clusters Score -3681020 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3681264.250000 Penalty: 5079.144043
	Iteration 6Q: 3 clusters Score -3681264 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3681546.750000 Penalty: 5079.144043
	Iteration 7Q: 3 clusters Score -3681547 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3681874.250000 Penalty: 5079.144043
	Iteration 8Q: 3 clusters Score -3681874 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3682251.750000 Penalty: 5079.144043
	Iteration 9Q: 3 clusters Score -3682252 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3682764.000000 Penalty: 5079.144043
	Iteration 10Q: 3 clusters Score -3682764 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3683370.500000 Penalty: 5079.144043
	Iteration 11Q: 3 clusters Score -3683370 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3684118.250000 Penalty: 5079.144043
	Iteration 12Q: 3 clusters Score -3684118 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3684965.750000 Penalty: 5079.144043
	Iteration 13F: 3 clusters Score -3684966 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3685839.500000 Penalty: 5079.144043
	Iteration 14F: 3 clusters Score -3685840 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3686647.250000 Penalty: 5079.144043
	Iteration 15Q: 3 clusters Score -3686647 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3687404.500000 Penalty: 5079.144043
	Iteration 16Q: 3 clusters Score -3687404 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3688262.750000 Penalty: 5079.144043
	Iteration 17Q: 3 clusters Score -3688263 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3689165.000000 Penalty: 5079.144043
	Iteration 18Q: 3 clusters Score -3689165 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3689781.750000 Penalty: 5079.144043
	Iteration 19Q: 3 clusters Score -3689782 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3690003.750000 Penalty: 5079.144043
	Iteration 20F: 3 clusters Score -3690004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3690092.750000 Penalty: 5079.144043
	Iteration 21Q: 3 clusters Score -3690093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3690147.500000 Penalty: 5079.144043
	Iteration 22Q: 3 clusters Score -3690148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3690190.750000 Penalty: 5079.144043
	Iteration 23Q: 3 clusters Score -3690191 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3690226.000000 Penalty: 5079.144043
	Iteration 24Q: 3 clusters Score -3690226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3690234.000000 Penalty: 5079.144043
	Iteration 25Q: 3 clusters Score -3690234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3690237.000000 Penalty: 5079.144043
	Iteration 26Q: 3 clusters Score -3690237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3690252.750000 Penalty: 5079.144043
	Iteration 27Q: 3 clusters Score -3690253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3690265.500000 Penalty: 5079.144043
	Iteration 28Q: 3 clusters Score -3690266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3690275.500000 Penalty: 5079.144043
	Iteration 29Q: 3 clusters Score -3690276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3690297.000000 Penalty: 5079.144043
	Iteration 30Q: 3 clusters Score -3690297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3690309.500000 Penalty: 5079.144043
	Iteration 31Q: 3 clusters Score -3690310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3690320.750000 Penalty: 5079.144043
	Iteration 32Q: 3 clusters Score -3690321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3690321.500000 Penalty: 5079.144043
	Iteration 33Q: 3 clusters Score -3690322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3690328.000000 Penalty: 5079.144043
	Iteration 34Q: 3 clusters Score -3690328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3690326.750000 Penalty: 5079.144043
	Iteration 35Q: 3 clusters Score -3690327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3690335.750000 Penalty: 5079.144043
	Iteration 36Q: 3 clusters Score -3690336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3690338.750000 Penalty: 5079.144043
	Iteration 37Q: 3 clusters Score -3690339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3690337.000000 Penalty: 5079.144043
	Iteration 38Q: 3 clusters Score -3690337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3690331.000000 Penalty: 5079.144043
	Iteration 39Q: 3 clusters Score -3690331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3690334.250000 Penalty: 5079.144043
	Iteration 40F: 3 clusters Score -3690334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3690339.000000 Penalty: 5079.144043
	Iteration 41Q: 3 clusters Score -3690339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3690343.500000 Penalty: 5079.144043
	Iteration 42Q: 3 clusters Score -3690344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3690346.000000 Penalty: 5079.144043
	Iteration 43Q: 3 clusters Score -3690346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3690344.250000 Penalty: 5079.144043
	Iteration 44Q: 3 clusters Score -3690344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3690345.000000 Penalty: 5079.144043
	Iteration 45Q: 3 clusters Score -3690345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3690349.500000 Penalty: 5079.144043
	Iteration 46Q: 3 clusters Score -3690350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3690350.000000 Penalty: 5079.144043
	Iteration 47Q: 3 clusters Score -3690350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3690348.500000 Penalty: 5079.144043
	Iteration 48Q: 3 clusters Score -3690348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3690347.500000 Penalty: 5079.144043
	Iteration 49Q: 3 clusters Score -3690348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3690352.250000 Penalty: 5079.144043
	Iteration 50Q: 3 clusters Score -3690352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3690350.500000 Penalty: 5079.144043
	Iteration 51Q: 3 clusters Score -3690350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3690350.500000 Penalty: 5079.144043
	Iteration 52Q: 3 clusters Score -3690350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3690350.250000 Penalty: 5079.144043
	Iteration 53Q: 3 clusters Score -3690350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3690355.000000 Penalty: 5079.144043
	Iteration 54Q: 3 clusters Score -3690355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3690357.250000 Penalty: 5079.144043
	Iteration 55Q: 3 clusters Score -3690357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3690358.250000 Penalty: 5079.144043
	Iteration 56Q: 3 clusters Score -3690358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3690359.500000 Penalty: 5079.144043
	Iteration 57Q: 3 clusters Score -3690360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3690359.500000 Penalty: 5079.144043
	Iteration 58Q: 3 clusters Score -3690360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3690370.500000 Penalty: 5079.144043
	Iteration 59Q: 3 clusters Score -3690370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3690368.750000 Penalty: 5079.144043
	Iteration 60F: 3 clusters Score -3690369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3690375.750000 Penalty: 5079.144043
	Iteration 61Q: 3 clusters Score -3690376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3690373.250000 Penalty: 5079.144043
	Iteration 62Q: 3 clusters Score -3690373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3690371.000000 Penalty: 5079.144043
	Iteration 63Q: 3 clusters Score -3690371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3690371.000000 Penalty: 5079.144043
	Iteration 64F: 3 clusters Score -3690371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Entering Unmasked Estep 
Score: -2582832.500000 Penalty: 2444.840820
	Iteration 0F: 2 clusters Score -2582832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2569425.500000 Penalty: 4889.681641
	Iteration 0F: 3 clusters Score -2569426 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2573806.250000 Penalty: 4889.681641
	Iteration 1F: 3 clusters Score -2573806 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2574138.500000 Penalty: 4889.681641
	Iteration 2F: 3 clusters Score -2574138 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2574414.000000 Penalty: 4889.681641
	Iteration 3Q: 3 clusters Score -2574414 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2574632.000000 Penalty: 4889.681641
	Iteration 4Q: 3 clusters Score -2574632 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2574822.000000 Penalty: 4889.681641
	Iteration 5Q: 3 clusters Score -2574822 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2574988.500000 Penalty: 4889.681641
	Iteration 6Q: 3 clusters Score -2574988 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2575152.250000 Penalty: 4889.681641
	Iteration 7Q: 3 clusters Score -2575152 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2575339.000000 Penalty: 4889.681641
	Iteration 8Q: 3 clusters Score -2575339 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2575541.000000 Penalty: 4889.681641
	Iteration 9Q: 3 clusters Score -2575541 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2575809.000000 Penalty: 4889.681641
	Iteration 10Q: 3 clusters Score -2575809 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2576202.750000 Penalty: 4889.681641
	Iteration 11Q: 3 clusters Score -2576203 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2576646.500000 Penalty: 4889.681641
	Iteration 12Q: 3 clusters Score -2576646 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2577210.750000 Penalty: 4889.681641
	Iteration 13Q: 3 clusters Score -2577211 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2577830.000000 Penalty: 4889.681641
	Iteration 14Q: 3 clusters Score -2577830 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2578383.500000 Penalty: 4889.681641
	Iteration 15Q: 3 clusters Score -2578384 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2578844.250000 Penalty: 4889.681641
	Iteration 16Q: 3 clusters Score -2578844 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2579267.500000 Penalty: 4889.681641
	Iteration 17Q: 3 clusters Score -2579268 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2579544.250000 Penalty: 4889.681641
	Iteration 18Q: 3 clusters Score -2579544 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2579747.750000 Penalty: 4889.681641
	Iteration 19Q: 3 clusters Score -2579748 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2579886.500000 Penalty: 4889.681641
	Iteration 20F: 3 clusters Score -2579886 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2580044.000000 Penalty: 4889.681641
	Iteration 21Q: 3 clusters Score -2580044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2580141.500000 Penalty: 4889.681641
	Iteration 22Q: 3 clusters Score -2580142 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2580232.500000 Penalty: 4889.681641
	Iteration 23Q: 3 clusters Score -2580232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2580317.250000 Penalty: 4889.681641
	Iteration 24Q: 3 clusters Score -2580317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2580364.250000 Penalty: 4889.681641
	Iteration 25Q: 3 clusters Score -2580364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2580409.250000 Penalty: 4889.681641
	Iteration 26Q: 3 clusters Score -2580409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2580433.500000 Penalty: 4889.681641
	Iteration 27Q: 3 clusters Score -2580434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2580471.000000 Penalty: 4889.681641
	Iteration 28Q: 3 clusters Score -2580471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2580496.500000 Penalty: 4889.681641
	Iteration 29Q: 3 clusters Score -2580496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2580519.000000 Penalty: 4889.681641
	Iteration 30Q: 3 clusters Score -2580519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2580539.500000 Penalty: 4889.681641
	Iteration 31Q: 3 clusters Score -2580540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2580562.750000 Penalty: 4889.681641
	Iteration 32Q: 3 clusters Score -2580563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2580572.000000 Penalty: 4889.681641
	Iteration 33Q: 3 clusters Score -2580572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2580592.000000 Penalty: 4889.681641
	Iteration 34Q: 3 clusters Score -2580592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2580602.000000 Penalty: 4889.681641
	Iteration 35Q: 3 clusters Score -2580602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2580617.000000 Penalty: 4889.681641
	Iteration 36Q: 3 clusters Score -2580617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2580633.500000 Penalty: 4889.681641
	Iteration 37Q: 3 clusters Score -2580634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2580644.500000 Penalty: 4889.681641
	Iteration 38Q: 3 clusters Score -2580644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2580655.000000 Penalty: 4889.681641
	Iteration 39Q: 3 clusters Score -2580655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2580664.750000 Penalty: 4889.681641
	Iteration 40F: 3 clusters Score -2580665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2580672.250000 Penalty: 4889.681641
	Iteration 41Q: 3 clusters Score -2580672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2580684.250000 Penalty: 4889.681641
	Iteration 42Q: 3 clusters Score -2580684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2580684.250000 Penalty: 4889.681641
	Iteration 43Q: 3 clusters Score -2580684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2580691.000000 Penalty: 4889.681641
	Iteration 44Q: 3 clusters Score -2580691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2580693.500000 Penalty: 4889.681641
	Iteration 45Q: 3 clusters Score -2580694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2580701.750000 Penalty: 4889.681641
	Iteration 46Q: 3 clusters Score -2580702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2580710.500000 Penalty: 4889.681641
	Iteration 47Q: 3 clusters Score -2580710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2580711.500000 Penalty: 4889.681641
	Iteration 48Q: 3 clusters Score -2580712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2580710.250000 Penalty: 4889.681641
	Iteration 49Q: 3 clusters Score -2580710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2580710.750000 Penalty: 4889.681641
	Iteration 50Q: 3 clusters Score -2580711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2580713.000000 Penalty: 4889.681641
	Iteration 51Q: 3 clusters Score -2580713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2580713.000000 Penalty: 4889.681641
	Iteration 52F: 3 clusters Score -2580713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -1034298.750000 Penalty: 2239.503662
	Iteration 0F: 2 clusters Score -1034299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1027657.062500 Penalty: 4479.007324
	Iteration 0F: 3 clusters Score -1027657 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1029542.625000 Penalty: 4479.007324
	Iteration 1F: 3 clusters Score -1029543 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1029840.687500 Penalty: 4479.007324
	Iteration 2F: 3 clusters Score -1029841 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1030075.437500 Penalty: 4479.007324
	Iteration 3F: 3 clusters Score -1030075 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1030271.250000 Penalty: 4479.007324
	Iteration 4Q: 3 clusters Score -1030271 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1030438.312500 Penalty: 4479.007324
	Iteration 5Q: 3 clusters Score -1030438 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1030578.000000 Penalty: 4479.007324
	Iteration 6Q: 3 clusters Score -1030578 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1030699.125000 Penalty: 4479.007324
	Iteration 7Q: 3 clusters Score -1030699 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1030802.875000 Penalty: 4479.007324
	Iteration 8Q: 3 clusters Score -1030803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1030885.437500 Penalty: 4479.007324
	Iteration 9Q: 3 clusters Score -1030885 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1030967.562500 Penalty: 4479.007324
	Iteration 10Q: 3 clusters Score -1030968 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1031053.562500 Penalty: 4479.007324
	Iteration 11Q: 3 clusters Score -1031054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1031119.625000 Penalty: 4479.007324
	Iteration 12Q: 3 clusters Score -1031120 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1031188.500000 Penalty: 4479.007324
	Iteration 13Q: 3 clusters Score -1031188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1031258.187500 Penalty: 4479.007324
	Iteration 14Q: 3 clusters Score -1031258 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1031345.750000 Penalty: 4479.007324
	Iteration 15Q: 3 clusters Score -1031346 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1031463.437500 Penalty: 4479.007324
	Iteration 16Q: 3 clusters Score -1031463 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1031598.812500 Penalty: 4479.007324
	Iteration 17Q: 3 clusters Score -1031599 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1031731.312500 Penalty: 4479.007324
	Iteration 18Q: 3 clusters Score -1031731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1031842.375000 Penalty: 4479.007324
	Iteration 19Q: 3 clusters Score -1031842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1031940.000000 Penalty: 4479.007324
	Iteration 20F: 3 clusters Score -1031940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1032041.250000 Penalty: 4479.007324
	Iteration 21Q: 3 clusters Score -1032041 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1032132.750000 Penalty: 4479.007324
	Iteration 22Q: 3 clusters Score -1032133 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1032207.687500 Penalty: 4479.007324
	Iteration 23Q: 3 clusters Score -1032208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1032265.312500 Penalty: 4479.007324
	Iteration 24Q: 3 clusters Score -1032265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1032311.750000 Penalty: 4479.007324
	Iteration 25Q: 3 clusters Score -1032312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1032353.062500 Penalty: 4479.007324
	Iteration 26Q: 3 clusters Score -1032353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1032383.312500 Penalty: 4479.007324
	Iteration 27Q: 3 clusters Score -1032383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1032408.250000 Penalty: 4479.007324
	Iteration 28Q: 3 clusters Score -1032408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1032429.250000 Penalty: 4479.007324
	Iteration 29Q: 3 clusters Score -1032429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1032445.750000 Penalty: 4479.007324
	Iteration 30Q: 3 clusters Score -1032446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1032463.312500 Penalty: 4479.007324
	Iteration 31Q: 3 clusters Score -1032463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1032471.687500 Penalty: 4479.007324
	Iteration 32Q: 3 clusters Score -1032472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1032476.375000 Penalty: 4479.007324
	Iteration 33Q: 3 clusters Score -1032476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1032489.187500 Penalty: 4479.007324
	Iteration 34Q: 3 clusters Score -1032489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1032493.687500 Penalty: 4479.007324
	Iteration 35Q: 3 clusters Score -1032494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1032496.437500 Penalty: 4479.007324
	Iteration 36Q: 3 clusters Score -1032496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1032495.687500 Penalty: 4479.007324
	Iteration 37Q: 3 clusters Score -1032496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1032495.312500 Penalty: 4479.007324
	Iteration 38Q: 3 clusters Score -1032495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1032495.687500 Penalty: 4479.007324
	Iteration 39Q: 3 clusters Score -1032496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1032496.562500 Penalty: 4479.007324
	Iteration 40F: 3 clusters Score -1032497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1032499.062500 Penalty: 4479.007324
	Iteration 41Q: 3 clusters Score -1032499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1032499.937500 Penalty: 4479.007324
	Iteration 42Q: 3 clusters Score -1032500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1032499.937500 Penalty: 4479.007324
	Iteration 43F: 3 clusters Score -1032500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (128279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Entering Unmasked Estep 
Score: -16868666.000000 Penalty: 2916.966797
	Iteration 0F: 2 clusters Score -1.686867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -16783506.000000 Penalty: 5833.933594
	Iteration 0F: 3 clusters Score -1.678351e+07 nChanged 61164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -16818766.000000 Penalty: 5833.933594
	Iteration 1F: 3 clusters Score -1.681877e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -16820136.000000 Penalty: 5833.933594
	Iteration 2Q: 3 clusters Score -1.682014e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -16821906.000000 Penalty: 5833.933594
	Iteration 3Q: 3 clusters Score -1.682191e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -16824886.000000 Penalty: 5833.933594
	Iteration 4Q: 3 clusters Score -1.682489e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -16829554.000000 Penalty: 5833.933594
	Iteration 5F: 3 clusters Score -1.682955e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -16836476.000000 Penalty: 5833.933594
	Iteration 6F: 3 clusters Score -1.683648e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -16845464.000000 Penalty: 5833.933594
	Iteration 7F: 3 clusters Score -1.684546e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -16853820.000000 Penalty: 5833.933594
	Iteration 8F: 3 clusters Score -1.685382e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -16860098.000000 Penalty: 5833.933594
	Iteration 9F: 3 clusters Score -1.68601e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -16863516.000000 Penalty: 5833.933594
	Iteration 10Q: 3 clusters Score -1.686352e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16865018.000000 Penalty: 5833.933594
	Iteration 11Q: 3 clusters Score -1.686502e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16865490.000000 Penalty: 5833.933594
	Iteration 12Q: 3 clusters Score -1.686549e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16865720.000000 Penalty: 5833.933594
	Iteration 13Q: 3 clusters Score -1.686572e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16865834.000000 Penalty: 5833.933594
	Iteration 14Q: 3 clusters Score -1.686583e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16865942.000000 Penalty: 5833.933594
	Iteration 15Q: 3 clusters Score -1.686594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16866016.000000 Penalty: 5833.933594
	Iteration 16Q: 3 clusters Score -1.686602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16866074.000000 Penalty: 5833.933594
	Iteration 17Q: 3 clusters Score -1.686607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16866082.000000 Penalty: 5833.933594
	Iteration 18Q: 3 clusters Score -1.686608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16866106.000000 Penalty: 5833.933594
	Iteration 19Q: 3 clusters Score -1.686611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16866126.000000 Penalty: 5833.933594
	Iteration 20F: 3 clusters Score -1.686613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16866118.000000 Penalty: 5833.933594
	Iteration 21Q: 3 clusters Score -1.686612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16866130.000000 Penalty: 5833.933594
	Iteration 22Q: 3 clusters Score -1.686613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16866148.000000 Penalty: 5833.933594
	Iteration 23Q: 3 clusters Score -1.686615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16866184.000000 Penalty: 5833.933594
	Iteration 24Q: 3 clusters Score -1.686618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16866190.000000 Penalty: 5833.933594
	Iteration 25Q: 3 clusters Score -1.686619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127923 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16866202.000000 Penalty: 5833.933594
	Iteration 26Q: 3 clusters Score -1.68662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16866198.000000 Penalty: 5833.933594
	Iteration 27Q: 3 clusters Score -1.68662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16866198.000000 Penalty: 5833.933594
	Iteration 28F: 3 clusters Score -1.68662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (227066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227066 members 
Entering Unmasked Estep 
Score: -30355124.000000 Penalty: 3058.583008
	Iteration 0F: 2 clusters Score -3.035512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -30216946.000000 Penalty: 6117.166016
	Iteration 0F: 3 clusters Score -3.021695e+07 nChanged 109407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -30281102.000000 Penalty: 6117.166016
	Iteration 1F: 3 clusters Score -3.02811e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -30283010.000000 Penalty: 6117.166016
	Iteration 2Q: 3 clusters Score -3.028301e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -30285570.000000 Penalty: 6117.166016
	Iteration 3Q: 3 clusters Score -3.028557e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142144 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -30290768.000000 Penalty: 6117.166016
	Iteration 4Q: 3 clusters Score -3.029077e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -30300442.000000 Penalty: 6117.166016
	Iteration 5F: 3 clusters Score -3.030044e+07 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -30316102.000000 Penalty: 6117.166016
	Iteration 6F: 3 clusters Score -3.03161e+07 nChanged 20469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196771 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -30333052.000000 Penalty: 6117.166016
	Iteration 7F: 3 clusters Score -3.033305e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212360 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -30344444.000000 Penalty: 6117.166016
	Iteration 8F: 3 clusters Score -3.034444e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220462 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -30349734.000000 Penalty: 6117.166016
	Iteration 9Q: 3 clusters Score -3.034973e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -30352056.000000 Penalty: 6117.166016
	Iteration 10Q: 3 clusters Score -3.035206e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224774 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -30352950.000000 Penalty: 6117.166016
	Iteration 11Q: 3 clusters Score -3.035295e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225170 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -30353264.000000 Penalty: 6117.166016
	Iteration 12Q: 3 clusters Score -3.035326e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225330 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -30353470.000000 Penalty: 6117.166016
	Iteration 13Q: 3 clusters Score -3.035347e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225357 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -30353692.000000 Penalty: 6117.166016
	Iteration 14Q: 3 clusters Score -3.035369e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225355 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -30353808.000000 Penalty: 6117.166016
	Iteration 15Q: 3 clusters Score -3.035381e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225332 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -30353918.000000 Penalty: 6117.166016
	Iteration 16Q: 3 clusters Score -3.035392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225301 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -30353958.000000 Penalty: 6117.166016
	Iteration 17Q: 3 clusters Score -3.035396e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225267 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -30353992.000000 Penalty: 6117.166016
	Iteration 18Q: 3 clusters Score -3.035399e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225256 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -30354048.000000 Penalty: 6117.166016
	Iteration 19Q: 3 clusters Score -3.035405e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225225 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -30354104.000000 Penalty: 6117.166016
	Iteration 20F: 3 clusters Score -3.03541e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225205 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -30354120.000000 Penalty: 6117.166016
	Iteration 21Q: 3 clusters Score -3.035412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225195 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -30354148.000000 Penalty: 6117.166016
	Iteration 22Q: 3 clusters Score -3.035415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -30354182.000000 Penalty: 6117.166016
	Iteration 23Q: 3 clusters Score -3.035418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -30354208.000000 Penalty: 6117.166016
	Iteration 24Q: 3 clusters Score -3.035421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -30354214.000000 Penalty: 6117.166016
	Iteration 25Q: 3 clusters Score -3.035421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225181 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -30354226.000000 Penalty: 6117.166016
	Iteration 26Q: 3 clusters Score -3.035423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -30354208.000000 Penalty: 6117.166016
	Iteration 27Q: 3 clusters Score -3.035421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -30354232.000000 Penalty: 6117.166016
	Iteration 28Q: 3 clusters Score -3.035423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225171 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -30354226.000000 Penalty: 6117.166016
	Iteration 29Q: 3 clusters Score -3.035423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225171 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -30354252.000000 Penalty: 6117.166016
	Iteration 30Q: 3 clusters Score -3.035425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225170 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -30354260.000000 Penalty: 6117.166016
	Iteration 31Q: 3 clusters Score -3.035426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -30354280.000000 Penalty: 6117.166016
	Iteration 32Q: 3 clusters Score -3.035428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225176 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -30354284.000000 Penalty: 6117.166016
	Iteration 33Q: 3 clusters Score -3.035428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225166 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -30354280.000000 Penalty: 6117.166016
	Iteration 34Q: 3 clusters Score -3.035428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225150 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -30354310.000000 Penalty: 6117.166016
	Iteration 35Q: 3 clusters Score -3.035431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225136 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -30354298.000000 Penalty: 6117.166016
	Iteration 36Q: 3 clusters Score -3.03543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -30354292.000000 Penalty: 6117.166016
	Iteration 37Q: 3 clusters Score -3.035429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225130 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -30354292.000000 Penalty: 6117.166016
	Iteration 38Q: 3 clusters Score -3.035429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225129 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -30354286.000000 Penalty: 6117.166016
	Iteration 39Q: 3 clusters Score -3.035429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225127 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -30354272.000000 Penalty: 6117.166016
	Iteration 40F: 3 clusters Score -3.035427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225124 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -30354290.000000 Penalty: 6117.166016
	Iteration 41Q: 3 clusters Score -3.035429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225117 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -30354322.000000 Penalty: 6117.166016
	Iteration 42Q: 3 clusters Score -3.035432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225111 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -30354320.000000 Penalty: 6117.166016
	Iteration 43Q: 3 clusters Score -3.035432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225110 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -30354308.000000 Penalty: 6117.166016
	Iteration 44Q: 3 clusters Score -3.035431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225109 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -30354324.000000 Penalty: 6117.166016
	Iteration 45Q: 3 clusters Score -3.035432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225107 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -30354308.000000 Penalty: 6117.166016
	Iteration 46Q: 3 clusters Score -3.035431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225105 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -30354332.000000 Penalty: 6117.166016
	Iteration 47Q: 3 clusters Score -3.035433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225103 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -30354314.000000 Penalty: 6117.166016
	Iteration 48Q: 3 clusters Score -3.035431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225100 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -30354296.000000 Penalty: 6117.166016
	Iteration 49Q: 3 clusters Score -3.03543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225096 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -30354310.000000 Penalty: 6117.166016
	Iteration 50Q: 3 clusters Score -3.035431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225093 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -30354314.000000 Penalty: 6117.166016
	Iteration 51Q: 3 clusters Score -3.035431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225090 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -30354316.000000 Penalty: 6117.166016
	Iteration 52Q: 3 clusters Score -3.035432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225088 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -30354306.000000 Penalty: 6117.166016
	Iteration 53Q: 3 clusters Score -3.035431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225088 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -30354306.000000 Penalty: 6117.166016
	Iteration 54F: 3 clusters Score -3.035431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -587607.312500 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -587607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -583361.437500 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -583361.4 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -584415.000000 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -584415 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -584732.312500 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -584732.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -584948.937500 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -584948.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -585130.437500 Penalty: 4192.040527
	Iteration 4Q: 3 clusters Score -585130.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -585304.812500 Penalty: 4192.040527
	Iteration 5Q: 3 clusters Score -585304.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -585445.062500 Penalty: 4192.040527
	Iteration 6Q: 3 clusters Score -585445.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -585564.187500 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -585564.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -585671.562500 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -585671.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -585749.875000 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -585749.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -585824.375000 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -585824.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -585889.187500 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -585889.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -585940.437500 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -585940.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -586005.562500 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -586005.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -586060.562500 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -586060.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -586117.937500 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -586117.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -586162.437500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -586162.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -586196.125000 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -586196.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -586234.750000 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -586234.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -586269.500000 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -586269.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -586293.187500 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -586293.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -586316.312500 Penalty: 4192.040527
	Iteration 21Q: 3 clusters Score -586316.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -586335.812500 Penalty: 4192.040527
	Iteration 22Q: 3 clusters Score -586335.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -586358.000000 Penalty: 4192.040527
	Iteration 23Q: 3 clusters Score -586358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -586370.687500 Penalty: 4192.040527
	Iteration 24Q: 3 clusters Score -586370.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -586381.875000 Penalty: 4192.040527
	Iteration 25Q: 3 clusters Score -586381.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -586393.437500 Penalty: 4192.040527
	Iteration 26Q: 3 clusters Score -586393.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -586402.437500 Penalty: 4192.040527
	Iteration 27Q: 3 clusters Score -586402.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -586409.812500 Penalty: 4192.040527
	Iteration 28Q: 3 clusters Score -586409.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -586417.937500 Penalty: 4192.040527
	Iteration 29Q: 3 clusters Score -586417.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -586427.625000 Penalty: 4192.040527
	Iteration 30Q: 3 clusters Score -586427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -586432.750000 Penalty: 4192.040527
	Iteration 31Q: 3 clusters Score -586432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -586436.750000 Penalty: 4192.040527
	Iteration 32Q: 3 clusters Score -586436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -586440.312500 Penalty: 4192.040527
	Iteration 33Q: 3 clusters Score -586440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -586439.750000 Penalty: 4192.040527
	Iteration 34Q: 3 clusters Score -586439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -586440.687500 Penalty: 4192.040527
	Iteration 35Q: 3 clusters Score -586440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -586441.312500 Penalty: 4192.040527
	Iteration 36Q: 3 clusters Score -586441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -586442.437500 Penalty: 4192.040527
	Iteration 37Q: 3 clusters Score -586442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -586442.625000 Penalty: 4192.040527
	Iteration 38Q: 3 clusters Score -586442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -586443.562500 Penalty: 4192.040527
	Iteration 39Q: 3 clusters Score -586443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -586444.500000 Penalty: 4192.040527
	Iteration 40F: 3 clusters Score -586444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -586444.750000 Penalty: 4192.040527
	Iteration 41Q: 3 clusters Score -586444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -586444.750000 Penalty: 4192.040527
	Iteration 42F: 3 clusters Score -586444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 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 658 members 
Entering Unmasked Estep 
Score: -159705.125000 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159705.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -160245.828125 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160245.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160603.593750 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160603.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -161038.421875 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161038.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161604.937500 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161604.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161939.718750 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -161939.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162066.265625 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -162066.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162108.312500 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162108.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162130.765625 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -162139.671875 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -162141.296875 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -162141.296875 Penalty: 3559.801270
	Iteration 11F: 3 clusters Score -162141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128279 members 
Mstep: Class 7 contains 227066 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21013 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79738 members 
Mstep: Class 16 contains 140103 members 
Mstep: Class 17 contains 69324 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 125370 members 
Mstep: Class 20 contains 105929 members 
Mstep: Class 21 contains 4660 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 16998 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118857 members 
Mstep: Class 30 contains 76774 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3486 members 
Mstep: Class 34 contains 393 members 
Entering Unmasked Estep 
Score: -181126176.000000 Penalty: 119358.375000
Splitting cluster 9 changes total score from -181127184.000000 to -181126176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -553481.062500 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -553481.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -549137.000000 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -549137 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -550292.812500 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -550292.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -550711.187500 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -550711.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -551002.437500 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -551002.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -551234.937500 Penalty: 4192.992676
	Iteration 4F: 3 clusters Score -551234.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551427.000000 Penalty: 4192.992676
	Iteration 5F: 3 clusters Score -551427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -551580.750000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -551580.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -551691.687500 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -551691.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -551799.875000 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -551799.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -551872.000000 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -551872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -551917.500000 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -551917.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -551946.437500 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -551946.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -551968.750000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -551968.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -551982.125000 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -551982.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -551991.937500 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -551991.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -552003.312500 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -552003.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -552012.125000 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -552012.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -552022.062500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -552022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -552031.062500 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -552031.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -552043.250000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -552043.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -552054.750000 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -552054.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -552061.375000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -552061.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -552065.000000 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -552065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -552069.750000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -552069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -552076.250000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -552076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -552083.687500 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -552083.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -552090.062500 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -552090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -552094.312500 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -552094.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -552100.125000 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -552100.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -552103.750000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -552103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -552109.500000 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -552109.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -552112.750000 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -552112.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -552119.562500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -552119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -552125.812500 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -552125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -552130.750000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -552130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -552136.500000 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -552136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -552141.437500 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -552141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -552146.375000 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -552146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -552150.937500 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -552150.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -552156.187500 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -552156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -552159.500000 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -552159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -552162.562500 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -552162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -552179.375000 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -552179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -552188.437500 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -552188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -552191.125000 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -552191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -552193.875000 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -552193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -552195.062500 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -552195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -552195.687500 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -552195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -552195.312500 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -552195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -552195.312500 Penalty: 4192.992676
	Iteration 49F: 3 clusters Score -552195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -635497.437500 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -635497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -630827.375000 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -630827.4 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -632094.687500 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -632094.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -632437.687500 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -632437.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -632702.500000 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -632702.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -632921.500000 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -632921.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -633136.437500 Penalty: 4256.321777
	Iteration 5Q: 3 clusters Score -633136.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -633340.500000 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -633340.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -633525.375000 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -633525.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -633700.250000 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -633700.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -633830.625000 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -633830.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -633957.500000 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -633957.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -634092.750000 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -634092.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -634182.500000 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -634182.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -634256.250000 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -634256.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -634326.937500 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -634326.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -634380.000000 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -634380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -634414.187500 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -634414.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -634446.375000 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -634446.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -634477.875000 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -634477.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -634497.625000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -634497.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -634510.312500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -634510.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -634522.562500 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -634522.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -634532.187500 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -634532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -634538.500000 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -634538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -634539.312500 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -634539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -634542.937500 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -634542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -634544.937500 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -634544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -634546.625000 Penalty: 4256.321777
	Iteration 27Q: 3 clusters Score -634546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -634547.812500 Penalty: 4256.321777
	Iteration 28Q: 3 clusters Score -634547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -634548.625000 Penalty: 4256.321777
	Iteration 29Q: 3 clusters Score -634548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -634551.625000 Penalty: 4256.321777
	Iteration 30Q: 3 clusters Score -634551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -634554.125000 Penalty: 4256.321777
	Iteration 31Q: 3 clusters Score -634554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -634552.437500 Penalty: 4256.321777
	Iteration 32Q: 3 clusters Score -634552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -634553.437500 Penalty: 4256.321777
	Iteration 33Q: 3 clusters Score -634553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -634555.250000 Penalty: 4256.321777
	Iteration 34Q: 3 clusters Score -634555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -634556.687500 Penalty: 4256.321777
	Iteration 35Q: 3 clusters Score -634556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -634557.625000 Penalty: 4256.321777
	Iteration 36Q: 3 clusters Score -634557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -634557.750000 Penalty: 4256.321777
	Iteration 37Q: 3 clusters Score -634557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -634557.750000 Penalty: 4256.321777
	Iteration 38F: 3 clusters Score -634557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Entering Unmasked Estep 
Score: -2735008.250000 Penalty: 2468.318359
	Iteration 0F: 2 clusters Score -2735008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2720400.750000 Penalty: 4936.636719
	Iteration 0F: 3 clusters Score -2720401 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2725423.000000 Penalty: 4936.636719
	Iteration 1F: 3 clusters Score -2725423 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2725963.000000 Penalty: 4936.636719
	Iteration 2F: 3 clusters Score -2725963 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2726524.250000 Penalty: 4936.636719
	Iteration 3F: 3 clusters Score -2726524 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2727135.000000 Penalty: 4936.636719
	Iteration 4F: 3 clusters Score -2727135 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2727865.000000 Penalty: 4936.636719
	Iteration 5F: 3 clusters Score -2727865 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2728806.000000 Penalty: 4936.636719
	Iteration 6F: 3 clusters Score -2728806 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2729851.750000 Penalty: 4936.636719
	Iteration 7F: 3 clusters Score -2729852 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2730913.500000 Penalty: 4936.636719
	Iteration 8F: 3 clusters Score -2730914 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2731851.250000 Penalty: 4936.636719
	Iteration 9F: 3 clusters Score -2731851 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2732692.500000 Penalty: 4936.636719
	Iteration 10Q: 3 clusters Score -2732692 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2733324.250000 Penalty: 4936.636719
	Iteration 11Q: 3 clusters Score -2733324 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2733637.750000 Penalty: 4936.636719
	Iteration 12Q: 3 clusters Score -2733638 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2733771.500000 Penalty: 4936.636719
	Iteration 13Q: 3 clusters Score -2733772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2733836.500000 Penalty: 4936.636719
	Iteration 14Q: 3 clusters Score -2733836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2733888.250000 Penalty: 4936.636719
	Iteration 15Q: 3 clusters Score -2733888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2733931.250000 Penalty: 4936.636719
	Iteration 16Q: 3 clusters Score -2733931 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2733960.250000 Penalty: 4936.636719
	Iteration 17Q: 3 clusters Score -2733960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2733974.750000 Penalty: 4936.636719
	Iteration 18Q: 3 clusters Score -2733975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2734001.000000 Penalty: 4936.636719
	Iteration 19Q: 3 clusters Score -2734001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2734016.750000 Penalty: 4936.636719
	Iteration 20F: 3 clusters Score -2734017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2734026.750000 Penalty: 4936.636719
	Iteration 21Q: 3 clusters Score -2734027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2734041.750000 Penalty: 4936.636719
	Iteration 22Q: 3 clusters Score -2734042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2734054.250000 Penalty: 4936.636719
	Iteration 23Q: 3 clusters Score -2734054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2734069.500000 Penalty: 4936.636719
	Iteration 24Q: 3 clusters Score -2734070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2734087.250000 Penalty: 4936.636719
	Iteration 25Q: 3 clusters Score -2734087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2734101.000000 Penalty: 4936.636719
	Iteration 26Q: 3 clusters Score -2734101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2734113.750000 Penalty: 4936.636719
	Iteration 27Q: 3 clusters Score -2734114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2734136.500000 Penalty: 4936.636719
	Iteration 28Q: 3 clusters Score -2734136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2734141.000000 Penalty: 4936.636719
	Iteration 29Q: 3 clusters Score -2734141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2734158.000000 Penalty: 4936.636719
	Iteration 30Q: 3 clusters Score -2734158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2734161.250000 Penalty: 4936.636719
	Iteration 31Q: 3 clusters Score -2734161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2734174.000000 Penalty: 4936.636719
	Iteration 32Q: 3 clusters Score -2734174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2734177.250000 Penalty: 4936.636719
	Iteration 33Q: 3 clusters Score -2734177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2734194.000000 Penalty: 4936.636719
	Iteration 34Q: 3 clusters Score -2734194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2734206.000000 Penalty: 4936.636719
	Iteration 35Q: 3 clusters Score -2734206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2734209.250000 Penalty: 4936.636719
	Iteration 36Q: 3 clusters Score -2734209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2734211.000000 Penalty: 4936.636719
	Iteration 37Q: 3 clusters Score -2734211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2734213.500000 Penalty: 4936.636719
	Iteration 38Q: 3 clusters Score -2734214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2734214.750000 Penalty: 4936.636719
	Iteration 39Q: 3 clusters Score -2734215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2734215.750000 Penalty: 4936.636719
	Iteration 40F: 3 clusters Score -2734216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2734219.250000 Penalty: 4936.636719
	Iteration 41Q: 3 clusters Score -2734219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2734214.250000 Penalty: 4936.636719
	Iteration 42Q: 3 clusters Score -2734214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2734221.250000 Penalty: 4936.636719
	Iteration 43Q: 3 clusters Score -2734221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2734223.750000 Penalty: 4936.636719
	Iteration 44Q: 3 clusters Score -2734224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2734225.250000 Penalty: 4936.636719
	Iteration 45Q: 3 clusters Score -2734225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2734226.500000 Penalty: 4936.636719
	Iteration 46Q: 3 clusters Score -2734226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2734225.250000 Penalty: 4936.636719
	Iteration 47Q: 3 clusters Score -2734225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2734230.000000 Penalty: 4936.636719
	Iteration 48Q: 3 clusters Score -2734230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2734233.250000 Penalty: 4936.636719
	Iteration 49Q: 3 clusters Score -2734233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2734228.000000 Penalty: 4936.636719
	Iteration 50Q: 3 clusters Score -2734228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2734237.750000 Penalty: 4936.636719
	Iteration 51Q: 3 clusters Score -2734238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2734243.250000 Penalty: 4936.636719
	Iteration 52Q: 3 clusters Score -2734243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2734239.000000 Penalty: 4936.636719
	Iteration 53Q: 3 clusters Score -2734239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2734240.250000 Penalty: 4936.636719
	Iteration 54Q: 3 clusters Score -2734240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2734246.750000 Penalty: 4936.636719
	Iteration 55Q: 3 clusters Score -2734247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2734247.000000 Penalty: 4936.636719
	Iteration 56Q: 3 clusters Score -2734247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2734248.250000 Penalty: 4936.636719
	Iteration 57Q: 3 clusters Score -2734248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2734253.500000 Penalty: 4936.636719
	Iteration 58Q: 3 clusters Score -2734254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2734253.500000 Penalty: 4936.636719
	Iteration 59F: 3 clusters Score -2734254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Entering Unmasked Estep 
Score: -8986327.000000 Penalty: 2759.269287
	Iteration 0F: 2 clusters Score -8986327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8940769.000000 Penalty: 5518.538574
	Iteration 0F: 3 clusters Score -8940769 nChanged 31722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -8958470.000000 Penalty: 5518.538574
	Iteration 1F: 3 clusters Score -8958470 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8959266.000000 Penalty: 5518.538574
	Iteration 2Q: 3 clusters Score -8959266 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8960227.000000 Penalty: 5518.538574
	Iteration 3Q: 3 clusters Score -8960227 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8961299.000000 Penalty: 5518.538574
	Iteration 4Q: 3 clusters Score -8961299 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8962688.000000 Penalty: 5518.538574
	Iteration 5Q: 3 clusters Score -8962688 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -8964383.000000 Penalty: 5518.538574
	Iteration 6F: 3 clusters Score -8964383 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -8966327.000000 Penalty: 5518.538574
	Iteration 7F: 3 clusters Score -8966327 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -8968663.000000 Penalty: 5518.538574
	Iteration 8F: 3 clusters Score -8968663 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -8971380.000000 Penalty: 5518.538574
	Iteration 9F: 3 clusters Score -8971380 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8974466.000000 Penalty: 5518.538574
	Iteration 10F: 3 clusters Score -8974466 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8978107.000000 Penalty: 5518.538574
	Iteration 11F: 3 clusters Score -8978107 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8981079.000000 Penalty: 5518.538574
	Iteration 12Q: 3 clusters Score -8981079 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8982873.000000 Penalty: 5518.538574
	Iteration 13Q: 3 clusters Score -8982873 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8983949.000000 Penalty: 5518.538574
	Iteration 14Q: 3 clusters Score -8983949 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8984519.000000 Penalty: 5518.538574
	Iteration 15Q: 3 clusters Score -8984519 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8984780.000000 Penalty: 5518.538574
	Iteration 16Q: 3 clusters Score -8984780 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -8984885.000000 Penalty: 5518.538574
	Iteration 17Q: 3 clusters Score -8984885 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8984993.000000 Penalty: 5518.538574
	Iteration 18Q: 3 clusters Score -8984993 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -8985016.000000 Penalty: 5518.538574
	Iteration 19Q: 3 clusters Score -8985016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -8985018.000000 Penalty: 5518.538574
	Iteration 20F: 3 clusters Score -8985018 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -8985042.000000 Penalty: 5518.538574
	Iteration 21Q: 3 clusters Score -8985042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8985084.000000 Penalty: 5518.538574
	Iteration 22Q: 3 clusters Score -8985084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -8985082.000000 Penalty: 5518.538574
	Iteration 23Q: 3 clusters Score -8985082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -8985077.000000 Penalty: 5518.538574
	Iteration 24Q: 3 clusters Score -8985077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -8985073.000000 Penalty: 5518.538574
	Iteration 25Q: 3 clusters Score -8985073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -8985085.000000 Penalty: 5518.538574
	Iteration 26Q: 3 clusters Score -8985085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -8985086.000000 Penalty: 5518.538574
	Iteration 27Q: 3 clusters Score -8985086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -8985083.000000 Penalty: 5518.538574
	Iteration 28Q: 3 clusters Score -8985083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -8985077.000000 Penalty: 5518.538574
	Iteration 29Q: 3 clusters Score -8985077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -8985084.000000 Penalty: 5518.538574
	Iteration 30Q: 3 clusters Score -8985084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8985083.000000 Penalty: 5518.538574
	Iteration 31Q: 3 clusters Score -8985083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -8985082.000000 Penalty: 5518.538574
	Iteration 32Q: 3 clusters Score -8985082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -8985087.000000 Penalty: 5518.538574
	Iteration 33Q: 3 clusters Score -8985087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -8985092.000000 Penalty: 5518.538574
	Iteration 34Q: 3 clusters Score -8985092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -8985094.000000 Penalty: 5518.538574
	Iteration 35Q: 3 clusters Score -8985094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -8985090.000000 Penalty: 5518.538574
	Iteration 36Q: 3 clusters Score -8985090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -8985090.000000 Penalty: 5518.538574
	Iteration 37F: 3 clusters Score -8985090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -297514.843750 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -297514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -294638.937500 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -294638.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295636.656250 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -295636.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -296001.156250 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -296001.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -296236.812500 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -296236.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296421.562500 Penalty: 3876.542725
	Iteration 4F: 3 clusters Score -296421.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -296563.562500 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -296563.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -296652.468750 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -296652.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -296704.343750 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -296704.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -296747.375000 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -296747.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -296781.562500 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -296781.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -296803.218750 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -296803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -296823.718750 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -296823.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -296845.968750 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -296846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -296861.812500 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -296861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -296879.875000 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -296879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -296899.156250 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -296899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -296912.687500 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -296912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -296924.125000 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -296924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -296929.750000 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -296929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -296935.718750 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -296935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -296939.781250 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -296939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -296946.468750 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -296946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -296949.656250 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -296949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -296951.843750 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -296951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -296955.718750 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -296955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -296957.781250 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -296957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -296960.968750 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -296961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -296962.000000 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -296962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -296962.000000 Penalty: 3876.542725
	Iteration 28F: 3 clusters Score -296962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Entering Unmasked Estep 
Score: -10578832.000000 Penalty: 2799.052490
	Iteration 0F: 2 clusters Score -1.057883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -10525089.000000 Penalty: 5598.104980
	Iteration 0F: 3 clusters Score -1.052509e+07 nChanged 37455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -10546042.000000 Penalty: 5598.104980
	Iteration 1F: 3 clusters Score -1.054604e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -10546655.000000 Penalty: 5598.104980
	Iteration 2Q: 3 clusters Score -1.054666e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -10547128.000000 Penalty: 5598.104980
	Iteration 3Q: 3 clusters Score -1.054713e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -10547625.000000 Penalty: 5598.104980
	Iteration 4Q: 3 clusters Score -1.054762e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -10548179.000000 Penalty: 5598.104980
	Iteration 5Q: 3 clusters Score -1.054818e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -10548833.000000 Penalty: 5598.104980
	Iteration 6Q: 3 clusters Score -1.054883e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -10549603.000000 Penalty: 5598.104980
	Iteration 7Q: 3 clusters Score -1.05496e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -10550573.000000 Penalty: 5598.104980
	Iteration 8Q: 3 clusters Score -1.055057e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -10551844.000000 Penalty: 5598.104980
	Iteration 9Q: 3 clusters Score -1.055184e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -10553207.000000 Penalty: 5598.104980
	Iteration 10Q: 3 clusters Score -1.055321e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -10554849.000000 Penalty: 5598.104980
	Iteration 11Q: 3 clusters Score -1.055485e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -10556716.000000 Penalty: 5598.104980
	Iteration 12Q: 3 clusters Score -1.055672e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -10558830.000000 Penalty: 5598.104980
	Iteration 13Q: 3 clusters Score -1.055883e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -10561126.000000 Penalty: 5598.104980
	Iteration 14Q: 3 clusters Score -1.056113e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -10563385.000000 Penalty: 5598.104980
	Iteration 15Q: 3 clusters Score -1.056338e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -10565625.000000 Penalty: 5598.104980
	Iteration 16Q: 3 clusters Score -1.056562e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -10567743.000000 Penalty: 5598.104980
	Iteration 17Q: 3 clusters Score -1.056774e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -10569985.000000 Penalty: 5598.104980
	Iteration 18Q: 3 clusters Score -1.056998e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -10571969.000000 Penalty: 5598.104980
	Iteration 19Q: 3 clusters Score -1.057197e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -10573568.000000 Penalty: 5598.104980
	Iteration 20F: 3 clusters Score -1.057357e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -10574691.000000 Penalty: 5598.104980
	Iteration 21Q: 3 clusters Score -1.057469e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10575407.000000 Penalty: 5598.104980
	Iteration 22Q: 3 clusters Score -1.057541e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10575810.000000 Penalty: 5598.104980
	Iteration 23Q: 3 clusters Score -1.057581e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10576027.000000 Penalty: 5598.104980
	Iteration 24Q: 3 clusters Score -1.057603e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10576188.000000 Penalty: 5598.104980
	Iteration 25Q: 3 clusters Score -1.057619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10576260.000000 Penalty: 5598.104980
	Iteration 26Q: 3 clusters Score -1.057626e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10576327.000000 Penalty: 5598.104980
	Iteration 27Q: 3 clusters Score -1.057633e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10576362.000000 Penalty: 5598.104980
	Iteration 28Q: 3 clusters Score -1.057636e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10576377.000000 Penalty: 5598.104980
	Iteration 29Q: 3 clusters Score -1.057638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10576393.000000 Penalty: 5598.104980
	Iteration 30Q: 3 clusters Score -1.057639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10576413.000000 Penalty: 5598.104980
	Iteration 31Q: 3 clusters Score -1.057641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10576416.000000 Penalty: 5598.104980
	Iteration 32Q: 3 clusters Score -1.057642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10576431.000000 Penalty: 5598.104980
	Iteration 33Q: 3 clusters Score -1.057643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10576433.000000 Penalty: 5598.104980
	Iteration 34Q: 3 clusters Score -1.057643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10576439.000000 Penalty: 5598.104980
	Iteration 35Q: 3 clusters Score -1.057644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10576432.000000 Penalty: 5598.104980
	Iteration 36Q: 3 clusters Score -1.057643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10576446.000000 Penalty: 5598.104980
	Iteration 37Q: 3 clusters Score -1.057645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10576440.000000 Penalty: 5598.104980
	Iteration 38Q: 3 clusters Score -1.057644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10576445.000000 Penalty: 5598.104980
	Iteration 39Q: 3 clusters Score -1.057644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10576441.000000 Penalty: 5598.104980
	Iteration 40F: 3 clusters Score -1.057644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10576447.000000 Penalty: 5598.104980
	Iteration 41Q: 3 clusters Score -1.057645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10576451.000000 Penalty: 5598.104980
	Iteration 42Q: 3 clusters Score -1.057645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10576450.000000 Penalty: 5598.104980
	Iteration 43Q: 3 clusters Score -1.057645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10576458.000000 Penalty: 5598.104980
	Iteration 44Q: 3 clusters Score -1.057646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10576459.000000 Penalty: 5598.104980
	Iteration 45Q: 3 clusters Score -1.057646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10576463.000000 Penalty: 5598.104980
	Iteration 46Q: 3 clusters Score -1.057646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10576458.000000 Penalty: 5598.104980
	Iteration 47Q: 3 clusters Score -1.057646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10576460.000000 Penalty: 5598.104980
	Iteration 48Q: 3 clusters Score -1.057646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10576471.000000 Penalty: 5598.104980
	Iteration 49Q: 3 clusters Score -1.057647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10576469.000000 Penalty: 5598.104980
	Iteration 50Q: 3 clusters Score -1.057647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10576465.000000 Penalty: 5598.104980
	Iteration 51Q: 3 clusters Score -1.057646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10576465.000000 Penalty: 5598.104980
	Iteration 52F: 3 clusters Score -1.057646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Entering Unmasked Estep 
Score: -18727432.000000 Penalty: 2938.833008
	Iteration 0F: 2 clusters Score -1.872743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -18635842.000000 Penalty: 5877.666016
	Iteration 0F: 3 clusters Score -1.863584e+07 nChanged 67098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -18675432.000000 Penalty: 5877.666016
	Iteration 1F: 3 clusters Score -1.867543e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -18677316.000000 Penalty: 5877.666016
	Iteration 2Q: 3 clusters Score -1.867732e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -18680156.000000 Penalty: 5877.666016
	Iteration 3Q: 3 clusters Score -1.868016e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -18684722.000000 Penalty: 5877.666016
	Iteration 4F: 3 clusters Score -1.868472e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -18691146.000000 Penalty: 5877.666016
	Iteration 5F: 3 clusters Score -1.869115e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -18699296.000000 Penalty: 5877.666016
	Iteration 6F: 3 clusters Score -1.86993e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -18707760.000000 Penalty: 5877.666016
	Iteration 7F: 3 clusters Score -1.870776e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -18714412.000000 Penalty: 5877.666016
	Iteration 8F: 3 clusters Score -1.871441e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -18718814.000000 Penalty: 5877.666016
	Iteration 9Q: 3 clusters Score -1.871881e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -18721382.000000 Penalty: 5877.666016
	Iteration 10Q: 3 clusters Score -1.872138e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137207 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -18722852.000000 Penalty: 5877.666016
	Iteration 11Q: 3 clusters Score -1.872285e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138214 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18723734.000000 Penalty: 5877.666016
	Iteration 12Q: 3 clusters Score -1.872373e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -18724164.000000 Penalty: 5877.666016
	Iteration 13Q: 3 clusters Score -1.872416e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18724416.000000 Penalty: 5877.666016
	Iteration 14Q: 3 clusters Score -1.872442e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -18724578.000000 Penalty: 5877.666016
	Iteration 15Q: 3 clusters Score -1.872458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18724674.000000 Penalty: 5877.666016
	Iteration 16Q: 3 clusters Score -1.872467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18724758.000000 Penalty: 5877.666016
	Iteration 17Q: 3 clusters Score -1.872476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -18724804.000000 Penalty: 5877.666016
	Iteration 18Q: 3 clusters Score -1.87248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18724822.000000 Penalty: 5877.666016
	Iteration 19Q: 3 clusters Score -1.872482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18724856.000000 Penalty: 5877.666016
	Iteration 20F: 3 clusters Score -1.872486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18724858.000000 Penalty: 5877.666016
	Iteration 21Q: 3 clusters Score -1.872486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139453 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18724880.000000 Penalty: 5877.666016
	Iteration 22Q: 3 clusters Score -1.872488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18724912.000000 Penalty: 5877.666016
	Iteration 23Q: 3 clusters Score -1.872491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18724920.000000 Penalty: 5877.666016
	Iteration 24Q: 3 clusters Score -1.872492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139469 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18724942.000000 Penalty: 5877.666016
	Iteration 25Q: 3 clusters Score -1.872494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18724936.000000 Penalty: 5877.666016
	Iteration 26Q: 3 clusters Score -1.872494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18724936.000000 Penalty: 5877.666016
	Iteration 27Q: 3 clusters Score -1.872494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18724950.000000 Penalty: 5877.666016
	Iteration 28Q: 3 clusters Score -1.872495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18724960.000000 Penalty: 5877.666016
	Iteration 29Q: 3 clusters Score -1.872496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139496 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18724966.000000 Penalty: 5877.666016
	Iteration 30Q: 3 clusters Score -1.872497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139498 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18724978.000000 Penalty: 5877.666016
	Iteration 31Q: 3 clusters Score -1.872498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18724982.000000 Penalty: 5877.666016
	Iteration 32Q: 3 clusters Score -1.872498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18724996.000000 Penalty: 5877.666016
	Iteration 33Q: 3 clusters Score -1.8725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18724994.000000 Penalty: 5877.666016
	Iteration 34Q: 3 clusters Score -1.872499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18725006.000000 Penalty: 5877.666016
	Iteration 35Q: 3 clusters Score -1.872501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18724990.000000 Penalty: 5877.666016
	Iteration 36Q: 3 clusters Score -1.872499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -18724990.000000 Penalty: 5877.666016
	Iteration 37Q: 3 clusters Score -1.872499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18724998.000000 Penalty: 5877.666016
	Iteration 38Q: 3 clusters Score -1.8725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18725026.000000 Penalty: 5877.666016
	Iteration 39Q: 3 clusters Score -1.872503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18725018.000000 Penalty: 5877.666016
	Iteration 40F: 3 clusters Score -1.872502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18725016.000000 Penalty: 5877.666016
	Iteration 41Q: 3 clusters Score -1.872502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18725014.000000 Penalty: 5877.666016
	Iteration 42Q: 3 clusters Score -1.872501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18725028.000000 Penalty: 5877.666016
	Iteration 43Q: 3 clusters Score -1.872503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18725028.000000 Penalty: 5877.666016
	Iteration 44F: 3 clusters Score -1.872503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Entering Unmasked Estep 
Score: -9207733.000000 Penalty: 2764.343506
	Iteration 0F: 2 clusters Score -9207733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -9161416.000000 Penalty: 5528.687012
	Iteration 0F: 3 clusters Score -9161416 nChanged 32439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -9179454.000000 Penalty: 5528.687012
	Iteration 1F: 3 clusters Score -9179454 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9180111.000000 Penalty: 5528.687012
	Iteration 2Q: 3 clusters Score -9180111 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -9180839.000000 Penalty: 5528.687012
	Iteration 3Q: 3 clusters Score -9180839 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9181609.000000 Penalty: 5528.687012
	Iteration 4Q: 3 clusters Score -9181609 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -9182494.000000 Penalty: 5528.687012
	Iteration 5Q: 3 clusters Score -9182494 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9183847.000000 Penalty: 5528.687012
	Iteration 6Q: 3 clusters Score -9183847 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -9185888.000000 Penalty: 5528.687012
	Iteration 7F: 3 clusters Score -9185888 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -9188733.000000 Penalty: 5528.687012
	Iteration 8F: 3 clusters Score -9188733 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -9192437.000000 Penalty: 5528.687012
	Iteration 9F: 3 clusters Score -9192437 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -9196252.000000 Penalty: 5528.687012
	Iteration 10F: 3 clusters Score -9196252 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -9199581.000000 Penalty: 5528.687012
	Iteration 11F: 3 clusters Score -9199581 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -9202072.000000 Penalty: 5528.687012
	Iteration 12Q: 3 clusters Score -9202072 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -9203568.000000 Penalty: 5528.687012
	Iteration 13Q: 3 clusters Score -9203568 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -9204373.000000 Penalty: 5528.687012
	Iteration 14Q: 3 clusters Score -9204373 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -9204820.000000 Penalty: 5528.687012
	Iteration 15Q: 3 clusters Score -9204820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -9205046.000000 Penalty: 5528.687012
	Iteration 16Q: 3 clusters Score -9205046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -9205173.000000 Penalty: 5528.687012
	Iteration 17Q: 3 clusters Score -9205173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9205227.000000 Penalty: 5528.687012
	Iteration 18Q: 3 clusters Score -9205227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9205262.000000 Penalty: 5528.687012
	Iteration 19Q: 3 clusters Score -9205262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -9205298.000000 Penalty: 5528.687012
	Iteration 20F: 3 clusters Score -9205298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -9205325.000000 Penalty: 5528.687012
	Iteration 21Q: 3 clusters Score -9205325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9205328.000000 Penalty: 5528.687012
	Iteration 22Q: 3 clusters Score -9205328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -9205337.000000 Penalty: 5528.687012
	Iteration 23Q: 3 clusters Score -9205337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -9205359.000000 Penalty: 5528.687012
	Iteration 24Q: 3 clusters Score -9205359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9205365.000000 Penalty: 5528.687012
	Iteration 25Q: 3 clusters Score -9205365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -9205377.000000 Penalty: 5528.687012
	Iteration 26Q: 3 clusters Score -9205377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9205387.000000 Penalty: 5528.687012
	Iteration 27Q: 3 clusters Score -9205387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9205393.000000 Penalty: 5528.687012
	Iteration 28Q: 3 clusters Score -9205393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -9205401.000000 Penalty: 5528.687012
	Iteration 29Q: 3 clusters Score -9205401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -9205412.000000 Penalty: 5528.687012
	Iteration 30Q: 3 clusters Score -9205412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -9205417.000000 Penalty: 5528.687012
	Iteration 31Q: 3 clusters Score -9205417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9205414.000000 Penalty: 5528.687012
	Iteration 32Q: 3 clusters Score -9205414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9205418.000000 Penalty: 5528.687012
	Iteration 33Q: 3 clusters Score -9205418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9205428.000000 Penalty: 5528.687012
	Iteration 34Q: 3 clusters Score -9205428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9205426.000000 Penalty: 5528.687012
	Iteration 35Q: 3 clusters Score -9205426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9205426.000000 Penalty: 5528.687012
	Iteration 36F: 3 clusters Score -9205426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Entering Unmasked Estep 
Score: -1987057.250000 Penalty: 2388.672607
	Iteration 0F: 2 clusters Score -1987057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1976078.750000 Penalty: 4777.345215
	Iteration 0F: 3 clusters Score -1976079 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1979727.375000 Penalty: 4777.345215
	Iteration 1F: 3 clusters Score -1979727 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1980444.750000 Penalty: 4777.345215
	Iteration 2F: 3 clusters Score -1980445 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1981087.125000 Penalty: 4777.345215
	Iteration 3F: 3 clusters Score -1981087 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1981667.500000 Penalty: 4777.345215
	Iteration 4F: 3 clusters Score -1981668 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1982214.375000 Penalty: 4777.345215
	Iteration 5F: 3 clusters Score -1982214 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1982704.500000 Penalty: 4777.345215
	Iteration 6F: 3 clusters Score -1982704 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1983137.750000 Penalty: 4777.345215
	Iteration 7Q: 3 clusters Score -1983138 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1983460.125000 Penalty: 4777.345215
	Iteration 8Q: 3 clusters Score -1983460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1983728.500000 Penalty: 4777.345215
	Iteration 9Q: 3 clusters Score -1983728 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1983912.250000 Penalty: 4777.345215
	Iteration 10Q: 3 clusters Score -1983912 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1984049.750000 Penalty: 4777.345215
	Iteration 11Q: 3 clusters Score -1984050 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1984162.000000 Penalty: 4777.345215
	Iteration 12Q: 3 clusters Score -1984162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1984240.500000 Penalty: 4777.345215
	Iteration 13Q: 3 clusters Score -1984240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1984299.250000 Penalty: 4777.345215
	Iteration 14Q: 3 clusters Score -1984299 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1984336.250000 Penalty: 4777.345215
	Iteration 15Q: 3 clusters Score -1984336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1984360.750000 Penalty: 4777.345215
	Iteration 16Q: 3 clusters Score -1984361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1984395.375000 Penalty: 4777.345215
	Iteration 17Q: 3 clusters Score -1984395 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1984419.500000 Penalty: 4777.345215
	Iteration 18Q: 3 clusters Score -1984420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1984446.125000 Penalty: 4777.345215
	Iteration 19Q: 3 clusters Score -1984446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1984449.375000 Penalty: 4777.345215
	Iteration 20F: 3 clusters Score -1984449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1984470.125000 Penalty: 4777.345215
	Iteration 21Q: 3 clusters Score -1984470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1984482.375000 Penalty: 4777.345215
	Iteration 22Q: 3 clusters Score -1984482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1984504.500000 Penalty: 4777.345215
	Iteration 23Q: 3 clusters Score -1984504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1984521.375000 Penalty: 4777.345215
	Iteration 24Q: 3 clusters Score -1984521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1984548.250000 Penalty: 4777.345215
	Iteration 25Q: 3 clusters Score -1984548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1984570.375000 Penalty: 4777.345215
	Iteration 26Q: 3 clusters Score -1984570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1984588.500000 Penalty: 4777.345215
	Iteration 27Q: 3 clusters Score -1984588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1984611.250000 Penalty: 4777.345215
	Iteration 28Q: 3 clusters Score -1984611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1984630.500000 Penalty: 4777.345215
	Iteration 29Q: 3 clusters Score -1984630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1984644.625000 Penalty: 4777.345215
	Iteration 30Q: 3 clusters Score -1984645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1984657.875000 Penalty: 4777.345215
	Iteration 31Q: 3 clusters Score -1984658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1984674.500000 Penalty: 4777.345215
	Iteration 32Q: 3 clusters Score -1984674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1984689.500000 Penalty: 4777.345215
	Iteration 33Q: 3 clusters Score -1984690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1984702.000000 Penalty: 4777.345215
	Iteration 34Q: 3 clusters Score -1984702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1984712.625000 Penalty: 4777.345215
	Iteration 35Q: 3 clusters Score -1984713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1984727.500000 Penalty: 4777.345215
	Iteration 36Q: 3 clusters Score -1984728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1984734.500000 Penalty: 4777.345215
	Iteration 37Q: 3 clusters Score -1984734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1984740.875000 Penalty: 4777.345215
	Iteration 38Q: 3 clusters Score -1984741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1984751.000000 Penalty: 4777.345215
	Iteration 39Q: 3 clusters Score -1984751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1984753.125000 Penalty: 4777.345215
	Iteration 40F: 3 clusters Score -1984753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1984765.625000 Penalty: 4777.345215
	Iteration 41Q: 3 clusters Score -1984766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1984769.500000 Penalty: 4777.345215
	Iteration 42Q: 3 clusters Score -1984770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1984771.000000 Penalty: 4777.345215
	Iteration 43Q: 3 clusters Score -1984771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1984777.125000 Penalty: 4777.345215
	Iteration 44Q: 3 clusters Score -1984777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1984787.375000 Penalty: 4777.345215
	Iteration 45Q: 3 clusters Score -1984787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1984798.625000 Penalty: 4777.345215
	Iteration 46Q: 3 clusters Score -1984799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1984809.875000 Penalty: 4777.345215
	Iteration 47Q: 3 clusters Score -1984810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1984819.750000 Penalty: 4777.345215
	Iteration 48Q: 3 clusters Score -1984820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1984836.250000 Penalty: 4777.345215
	Iteration 49Q: 3 clusters Score -1984836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1984847 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1984880.750000 Penalty: 4777.345215
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Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1984896 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1984897 nChanged 35
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1984904.500000 Penalty: 4777.345215
	Iteration 57Q: 3 clusters Score -1984904 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1984908.750000 Penalty: 4777.345215
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1984914.000000 Penalty: 4777.345215
	Iteration 59Q: 3 clusters Score -1984914 nChanged 36
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Mstep: Class 1 contains 10019 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1984922 nChanged 34
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1984937 nChanged 47
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Mstep: Class 1 contains 10140 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1984945 nChanged 62
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1984951.125000 Penalty: 4777.345215
	Iteration 64Q: 3 clusters Score -1984951 nChanged 55
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Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1984966 nChanged 51
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Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1984975 nChanged 52
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1985007.375000 Penalty: 4777.345215
	Iteration 69Q: 3 clusters Score -1985007 nChanged 63
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Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1985017.875000 Penalty: 4777.345215
	Iteration 70Q: 3 clusters Score -1985018 nChanged 67
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1985028.000000 Penalty: 4777.345215
	Iteration 71Q: 3 clusters Score -1985028 nChanged 59
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Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1985039 nChanged 60
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Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1985122.625000 Penalty: 4777.345215
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Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1985138.625000 Penalty: 4777.345215
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Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1985173.250000 Penalty: 4777.345215
	Iteration 80F: 3 clusters Score -1985173 nChanged 67
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Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1985315.375000 Penalty: 4777.345215
	Iteration 87Q: 3 clusters Score -1985315 nChanged 66
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Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1985323.875000 Penalty: 4777.345215
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Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1985346.000000 Penalty: 4777.345215
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Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1985359.125000 Penalty: 4777.345215
	Iteration 90Q: 3 clusters Score -1985359 nChanged 64
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Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1985375.250000 Penalty: 4777.345215
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Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1985394.875000 Penalty: 4777.345215
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Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1985413.625000 Penalty: 4777.345215
	Iteration 93Q: 3 clusters Score -1985414 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1985426.250000 Penalty: 4777.345215
	Iteration 94Q: 3 clusters Score -1985426 nChanged 64
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Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1985437 nChanged 70
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Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1985461.500000 Penalty: 4777.345215
	Iteration 96Q: 3 clusters Score -1985462 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1985479.625000 Penalty: 4777.345215
	Iteration 97Q: 3 clusters Score -1985480 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1985490 nChanged 60
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Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1985510 nChanged 52
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Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1985524.500000 Penalty: 4777.345215
	Iteration 100F: 3 clusters Score -1985524 nChanged 37
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Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1985526 nChanged 41
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Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1985553 nChanged 45
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Mstep: Class 1 contains 12824 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1985566 nChanged 45
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Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1985573 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1985579 nChanged 26
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Mstep: Class 1 contains 12924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12960 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1985601.250000 Penalty: 4777.345215
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1985619 nChanged 18
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Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1985620.625000 Penalty: 4777.345215
	Iteration 112Q: 3 clusters Score -1985621 nChanged 23
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Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1985624.000000 Penalty: 4777.345215
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Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1985627.750000 Penalty: 4777.345215
	Iteration 114Q: 3 clusters Score -1985628 nChanged 12
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Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1985633.250000 Penalty: 4777.345215
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Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1985647.625000 Penalty: 4777.345215
	Iteration 120F: 3 clusters Score -1985648 nChanged 26
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Mstep: Class 1 contains 13202 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13220 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1985662 nChanged 8
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Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1888 members 
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Score: -1985689.875000 Penalty: 4777.345215
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Mstep: Class 2 contains 1876 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1985706 nChanged 28
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1985714 nChanged 35
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1985725 nChanged 29
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1985736 nChanged 25
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Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1985746 nChanged 22
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Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1985753.250000 Penalty: 4777.345215
	Iteration 141Q: 3 clusters Score -1985753 nChanged 27
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1985757 nChanged 23
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Mstep: Class 1 contains 13621 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1985770 nChanged 27
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Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1985776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1985784.125000 Penalty: 4777.345215
	Iteration 145Q: 3 clusters Score -1985784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1985799.750000 Penalty: 4777.345215
	Iteration 146Q: 3 clusters Score -1985800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1985805.500000 Penalty: 4777.345215
	Iteration 147Q: 3 clusters Score -1985806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1985810.250000 Penalty: 4777.345215
	Iteration 148Q: 3 clusters Score -1985810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1985822.125000 Penalty: 4777.345215
	Iteration 149Q: 3 clusters Score -1985822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1985835.250000 Penalty: 4777.345215
	Iteration 150Q: 3 clusters Score -1985835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1985843.125000 Penalty: 4777.345215
	Iteration 151Q: 3 clusters Score -1985843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1985850.250000 Penalty: 4777.345215
	Iteration 152Q: 3 clusters Score -1985850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1985857.625000 Penalty: 4777.345215
	Iteration 153Q: 3 clusters Score -1985858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1985859.125000 Penalty: 4777.345215
	Iteration 154Q: 3 clusters Score -1985859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1985858.875000 Penalty: 4777.345215
	Iteration 155Q: 3 clusters Score -1985859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1985859.750000 Penalty: 4777.345215
	Iteration 156Q: 3 clusters Score -1985860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1985861.375000 Penalty: 4777.345215
	Iteration 157Q: 3 clusters Score -1985861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1985867.500000 Penalty: 4777.345215
	Iteration 158Q: 3 clusters Score -1985868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1985868.500000 Penalty: 4777.345215
	Iteration 159Q: 3 clusters Score -1985868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1985870.500000 Penalty: 4777.345215
	Iteration 160F: 3 clusters Score -1985870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1985873.000000 Penalty: 4777.345215
	Iteration 161Q: 3 clusters Score -1985873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1985872.625000 Penalty: 4777.345215
	Iteration 162Q: 3 clusters Score -1985873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1985874.000000 Penalty: 4777.345215
	Iteration 163Q: 3 clusters Score -1985874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1985879.750000 Penalty: 4777.345215
	Iteration 164Q: 3 clusters Score -1985880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1985882.500000 Penalty: 4777.345215
	Iteration 165Q: 3 clusters Score -1985882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1985883.125000 Penalty: 4777.345215
	Iteration 166Q: 3 clusters Score -1985883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1985884.375000 Penalty: 4777.345215
	Iteration 167Q: 3 clusters Score -1985884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1985887.125000 Penalty: 4777.345215
	Iteration 168Q: 3 clusters Score -1985887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1985887.250000 Penalty: 4777.345215
	Iteration 169Q: 3 clusters Score -1985887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1985888.875000 Penalty: 4777.345215
	Iteration 170Q: 3 clusters Score -1985889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1985886.500000 Penalty: 4777.345215
	Iteration 171Q: 3 clusters Score -1985886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1985889.500000 Penalty: 4777.345215
	Iteration 172Q: 3 clusters Score -1985890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1985891.500000 Penalty: 4777.345215
	Iteration 173Q: 3 clusters Score -1985892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1985891.750000 Penalty: 4777.345215
	Iteration 174Q: 3 clusters Score -1985892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1985892.625000 Penalty: 4777.345215
	Iteration 175Q: 3 clusters Score -1985893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1985893.500000 Penalty: 4777.345215
	Iteration 176Q: 3 clusters Score -1985894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1985894.875000 Penalty: 4777.345215
	Iteration 177Q: 3 clusters Score -1985895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1985894.500000 Penalty: 4777.345215
	Iteration 178Q: 3 clusters Score -1985894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1985894.375000 Penalty: 4777.345215
	Iteration 179Q: 3 clusters Score -1985894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1985893.000000 Penalty: 4777.345215
	Iteration 180F: 3 clusters Score -1985893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1985894.875000 Penalty: 4777.345215
	Iteration 181Q: 3 clusters Score -1985895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1985894.875000 Penalty: 4777.345215
	Iteration 182F: 3 clusters Score -1985895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (125370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Entering Unmasked Estep 
Score: -16954136.000000 Penalty: 2911.278320
	Iteration 0F: 2 clusters Score -1.695414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -16871422.000000 Penalty: 5822.556641
	Iteration 0F: 3 clusters Score -1.687142e+07 nChanged 59589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -16905320.000000 Penalty: 5822.556641
	Iteration 1F: 3 clusters Score -1.690532e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -16906036.000000 Penalty: 5822.556641
	Iteration 2Q: 3 clusters Score -1.690604e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -16906776.000000 Penalty: 5822.556641
	Iteration 3Q: 3 clusters Score -1.690678e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -16907512.000000 Penalty: 5822.556641
	Iteration 4Q: 3 clusters Score -1.690751e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -16908406.000000 Penalty: 5822.556641
	Iteration 5Q: 3 clusters Score -1.690841e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -16909904.000000 Penalty: 5822.556641
	Iteration 6Q: 3 clusters Score -1.69099e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -16912240.000000 Penalty: 5822.556641
	Iteration 7Q: 3 clusters Score -1.691224e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -16916312.000000 Penalty: 5822.556641
	Iteration 8F: 3 clusters Score -1.691631e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -16922388.000000 Penalty: 5822.556641
	Iteration 9F: 3 clusters Score -1.692239e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -16930440.000000 Penalty: 5822.556641
	Iteration 10F: 3 clusters Score -1.693044e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -16938190.000000 Penalty: 5822.556641
	Iteration 11F: 3 clusters Score -1.693819e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117386 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -16944282.000000 Penalty: 5822.556641
	Iteration 12F: 3 clusters Score -1.694428e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -16948174.000000 Penalty: 5822.556641
	Iteration 13Q: 3 clusters Score -1.694817e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16950142.000000 Penalty: 5822.556641
	Iteration 14Q: 3 clusters Score -1.695014e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16950906.000000 Penalty: 5822.556641
	Iteration 15Q: 3 clusters Score -1.695091e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16951232.000000 Penalty: 5822.556641
	Iteration 16Q: 3 clusters Score -1.695123e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16951354.000000 Penalty: 5822.556641
	Iteration 17Q: 3 clusters Score -1.695135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16951400.000000 Penalty: 5822.556641
	Iteration 18Q: 3 clusters Score -1.69514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16951424.000000 Penalty: 5822.556641
	Iteration 19Q: 3 clusters Score -1.695142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16951458.000000 Penalty: 5822.556641
	Iteration 20F: 3 clusters Score -1.695146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16951474.000000 Penalty: 5822.556641
	Iteration 21Q: 3 clusters Score -1.695147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16951484.000000 Penalty: 5822.556641
	Iteration 22Q: 3 clusters Score -1.695148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16951476.000000 Penalty: 5822.556641
	Iteration 23Q: 3 clusters Score -1.695148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16951488.000000 Penalty: 5822.556641
	Iteration 24Q: 3 clusters Score -1.695149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16951510.000000 Penalty: 5822.556641
	Iteration 25Q: 3 clusters Score -1.695151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16951510.000000 Penalty: 5822.556641
	Iteration 26F: 3 clusters Score -1.695151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (105929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Entering Unmasked Estep 
Score: -14134785.000000 Penalty: 2869.489990
	Iteration 0F: 2 clusters Score -1.413478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -14064296.000000 Penalty: 5738.979980
	Iteration 0F: 3 clusters Score -1.40643e+07 nChanged 50083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -14092466.000000 Penalty: 5738.979980
	Iteration 1F: 3 clusters Score -1.409247e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -14092915.000000 Penalty: 5738.979980
	Iteration 2Q: 3 clusters Score -1.409292e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -14093599.000000 Penalty: 5738.979980
	Iteration 3Q: 3 clusters Score -1.40936e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -14094218.000000 Penalty: 5738.979980
	Iteration 4Q: 3 clusters Score -1.409422e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -14094867.000000 Penalty: 5738.979980
	Iteration 5Q: 3 clusters Score -1.409487e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -14095581.000000 Penalty: 5738.979980
	Iteration 6Q: 3 clusters Score -1.409558e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -14096388.000000 Penalty: 5738.979980
	Iteration 7Q: 3 clusters Score -1.409639e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -14097493.000000 Penalty: 5738.979980
	Iteration 8Q: 3 clusters Score -1.409749e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -14099409.000000 Penalty: 5738.979980
	Iteration 9Q: 3 clusters Score -1.409941e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -14102494.000000 Penalty: 5738.979980
	Iteration 10Q: 3 clusters Score -1.410249e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -14106802.000000 Penalty: 5738.979980
	Iteration 11F: 3 clusters Score -1.41068e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -14111176.000000 Penalty: 5738.979980
	Iteration 12F: 3 clusters Score -1.411118e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -14113932.000000 Penalty: 5738.979980
	Iteration 13F: 3 clusters Score -1.411393e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -14114993.000000 Penalty: 5738.979980
	Iteration 14Q: 3 clusters Score -1.411499e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -14115387.000000 Penalty: 5738.979980
	Iteration 15Q: 3 clusters Score -1.411539e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -14115530.000000 Penalty: 5738.979980
	Iteration 16Q: 3 clusters Score -1.411553e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -14115778.000000 Penalty: 5738.979980
	Iteration 17Q: 3 clusters Score -1.411578e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -14115951.000000 Penalty: 5738.979980
	Iteration 18Q: 3 clusters Score -1.411595e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -14116116.000000 Penalty: 5738.979980
	Iteration 19Q: 3 clusters Score -1.411612e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -14116328.000000 Penalty: 5738.979980
	Iteration 20F: 3 clusters Score -1.411633e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -14116488.000000 Penalty: 5738.979980
	Iteration 21Q: 3 clusters Score -1.411649e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -14116667.000000 Penalty: 5738.979980
	Iteration 22Q: 3 clusters Score -1.411667e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -14116855.000000 Penalty: 5738.979980
	Iteration 23Q: 3 clusters Score -1.411686e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -14117175.000000 Penalty: 5738.979980
	Iteration 24Q: 3 clusters Score -1.411718e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -14117450.000000 Penalty: 5738.979980
	Iteration 25Q: 3 clusters Score -1.411745e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -14117606.000000 Penalty: 5738.979980
	Iteration 26Q: 3 clusters Score -1.411761e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -14117781.000000 Penalty: 5738.979980
	Iteration 27Q: 3 clusters Score -1.411778e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -14117893.000000 Penalty: 5738.979980
	Iteration 28Q: 3 clusters Score -1.411789e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -14118117.000000 Penalty: 5738.979980
	Iteration 29Q: 3 clusters Score -1.411812e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -14118321.000000 Penalty: 5738.979980
	Iteration 30Q: 3 clusters Score -1.411832e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -14118478.000000 Penalty: 5738.979980
	Iteration 31Q: 3 clusters Score -1.411848e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -14118835.000000 Penalty: 5738.979980
	Iteration 32Q: 3 clusters Score -1.411884e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -14119076.000000 Penalty: 5738.979980
	Iteration 33Q: 3 clusters Score -1.411908e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -14119317.000000 Penalty: 5738.979980
	Iteration 34Q: 3 clusters Score -1.411932e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -14119671.000000 Penalty: 5738.979980
	Iteration 35Q: 3 clusters Score -1.411967e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -14119939.000000 Penalty: 5738.979980
	Iteration 36Q: 3 clusters Score -1.411994e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -14120311.000000 Penalty: 5738.979980
	Iteration 37Q: 3 clusters Score -1.412031e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -14120582.000000 Penalty: 5738.979980
	Iteration 38Q: 3 clusters Score -1.412058e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -14120765.000000 Penalty: 5738.979980
	Iteration 39Q: 3 clusters Score -1.412076e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -14120995.000000 Penalty: 5738.979980
	Iteration 40F: 3 clusters Score -1.4121e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -14121198.000000 Penalty: 5738.979980
	Iteration 41Q: 3 clusters Score -1.41212e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -14121297.000000 Penalty: 5738.979980
	Iteration 42Q: 3 clusters Score -1.41213e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -14121426.000000 Penalty: 5738.979980
	Iteration 43Q: 3 clusters Score -1.412143e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -14121484.000000 Penalty: 5738.979980
	Iteration 44Q: 3 clusters Score -1.412148e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -14121538.000000 Penalty: 5738.979980
	Iteration 45Q: 3 clusters Score -1.412154e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -14121622.000000 Penalty: 5738.979980
	Iteration 46Q: 3 clusters Score -1.412162e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -14121728.000000 Penalty: 5738.979980
	Iteration 47Q: 3 clusters Score -1.412173e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -14121758.000000 Penalty: 5738.979980
	Iteration 48Q: 3 clusters Score -1.412176e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -14121812.000000 Penalty: 5738.979980
	Iteration 49Q: 3 clusters Score -1.412181e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -14121811.000000 Penalty: 5738.979980
	Iteration 50Q: 3 clusters Score -1.412181e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -14121790.000000 Penalty: 5738.979980
	Iteration 51Q: 3 clusters Score -1.412179e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -14121811.000000 Penalty: 5738.979980
	Iteration 52Q: 3 clusters Score -1.412181e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -14121832.000000 Penalty: 5738.979980
	Iteration 53Q: 3 clusters Score -1.412183e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -14121865.000000 Penalty: 5738.979980
	Iteration 54Q: 3 clusters Score -1.412186e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -14121835.000000 Penalty: 5738.979980
	Iteration 55Q: 3 clusters Score -1.412184e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -14121905.000000 Penalty: 5738.979980
	Iteration 56Q: 3 clusters Score -1.41219e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -14121905.000000 Penalty: 5738.979980
	Iteration 57Q: 3 clusters Score -1.41219e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -14121898.000000 Penalty: 5738.979980
	Iteration 58Q: 3 clusters Score -1.41219e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -14121873.000000 Penalty: 5738.979980
	Iteration 59Q: 3 clusters Score -1.412187e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -14121880.000000 Penalty: 5738.979980
	Iteration 60F: 3 clusters Score -1.412188e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -14121917.000000 Penalty: 5738.979980
	Iteration 61Q: 3 clusters Score -1.412192e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -14121904.000000 Penalty: 5738.979980
	Iteration 62Q: 3 clusters Score -1.41219e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -14121921.000000 Penalty: 5738.979980
	Iteration 63Q: 3 clusters Score -1.412192e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -14121887.000000 Penalty: 5738.979980
	Iteration 64Q: 3 clusters Score -1.412189e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -14121874.000000 Penalty: 5738.979980
	Iteration 65Q: 3 clusters Score -1.412187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -14121893.000000 Penalty: 5738.979980
	Iteration 66Q: 3 clusters Score -1.412189e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -14121871.000000 Penalty: 5738.979980
	Iteration 67Q: 3 clusters Score -1.412187e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -14121868.000000 Penalty: 5738.979980
	Iteration 68Q: 3 clusters Score -1.412187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -14121864.000000 Penalty: 5738.979980
	Iteration 69Q: 3 clusters Score -1.412186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -14121873.000000 Penalty: 5738.979980
	Iteration 70Q: 3 clusters Score -1.412187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -14121869.000000 Penalty: 5738.979980
	Iteration 71Q: 3 clusters Score -1.412187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -14121878.000000 Penalty: 5738.979980
	Iteration 72Q: 3 clusters Score -1.412188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -14121876.000000 Penalty: 5738.979980
	Iteration 73Q: 3 clusters Score -1.412188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -14121876.000000 Penalty: 5738.979980
	Iteration 74Q: 3 clusters Score -1.412188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -14121862.000000 Penalty: 5738.979980
	Iteration 75Q: 3 clusters Score -1.412186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -14121878.000000 Penalty: 5738.979980
	Iteration 76Q: 3 clusters Score -1.412188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -14121873.000000 Penalty: 5738.979980
	Iteration 77Q: 3 clusters Score -1.412187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -14121863.000000 Penalty: 5738.979980
	Iteration 78Q: 3 clusters Score -1.412186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -14121859.000000 Penalty: 5738.979980
	Iteration 79Q: 3 clusters Score -1.412186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -14121883.000000 Penalty: 5738.979980
	Iteration 80F: 3 clusters Score -1.412188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -14121876.000000 Penalty: 5738.979980
	Iteration 81Q: 3 clusters Score -1.412188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -14121888.000000 Penalty: 5738.979980
	Iteration 82Q: 3 clusters Score -1.412189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -14121884.000000 Penalty: 5738.979980
	Iteration 83Q: 3 clusters Score -1.412188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -14121883.000000 Penalty: 5738.979980
	Iteration 84Q: 3 clusters Score -1.412188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -14121899.000000 Penalty: 5738.979980
	Iteration 85Q: 3 clusters Score -1.41219e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -14121894.000000 Penalty: 5738.979980
	Iteration 86Q: 3 clusters Score -1.412189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -14121906.000000 Penalty: 5738.979980
	Iteration 87Q: 3 clusters Score -1.412191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -14121887.000000 Penalty: 5738.979980
	Iteration 88Q: 3 clusters Score -1.412189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -14121882.000000 Penalty: 5738.979980
	Iteration 89Q: 3 clusters Score -1.412188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -14121878.000000 Penalty: 5738.979980
	Iteration 90Q: 3 clusters Score -1.412188e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -14121884.000000 Penalty: 5738.979980
	Iteration 91Q: 3 clusters Score -1.412188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -14121855.000000 Penalty: 5738.979980
	Iteration 92Q: 3 clusters Score -1.412186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -14121856.000000 Penalty: 5738.979980
	Iteration 93Q: 3 clusters Score -1.412186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -14121874.000000 Penalty: 5738.979980
	Iteration 94Q: 3 clusters Score -1.412187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -14121884.000000 Penalty: 5738.979980
	Iteration 95Q: 3 clusters Score -1.412188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -14121875.000000 Penalty: 5738.979980
	Iteration 96Q: 3 clusters Score -1.412188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -14121880.000000 Penalty: 5738.979980
	Iteration 97Q: 3 clusters Score -1.412188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -14121881.000000 Penalty: 5738.979980
	Iteration 98Q: 3 clusters Score -1.412188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -14121876.000000 Penalty: 5738.979980
	Iteration 99Q: 3 clusters Score -1.412188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -14121878.000000 Penalty: 5738.979980
	Iteration 100F: 3 clusters Score -1.412188e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -14121865.000000 Penalty: 5738.979980
	Iteration 101Q: 3 clusters Score -1.412186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -14121865.000000 Penalty: 5738.979980
	Iteration 102Q: 3 clusters Score -1.412186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -14121853.000000 Penalty: 5738.979980
	Iteration 103Q: 3 clusters Score -1.412185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -14121851.000000 Penalty: 5738.979980
	Iteration 104Q: 3 clusters Score -1.412185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -14121856.000000 Penalty: 5738.979980
	Iteration 105Q: 3 clusters Score -1.412186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -14121844.000000 Penalty: 5738.979980
	Iteration 106Q: 3 clusters Score -1.412184e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -14121833.000000 Penalty: 5738.979980
	Iteration 107Q: 3 clusters Score -1.412183e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -14121827.000000 Penalty: 5738.979980
	Iteration 108Q: 3 clusters Score -1.412183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -14121835.000000 Penalty: 5738.979980
	Iteration 109Q: 3 clusters Score -1.412184e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -14121841.000000 Penalty: 5738.979980
	Iteration 110Q: 3 clusters Score -1.412184e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -14121820.000000 Penalty: 5738.979980
	Iteration 111Q: 3 clusters Score -1.412182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -14121831.000000 Penalty: 5738.979980
	Iteration 112Q: 3 clusters Score -1.412183e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -14121822.000000 Penalty: 5738.979980
	Iteration 113Q: 3 clusters Score -1.412182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -14121857.000000 Penalty: 5738.979980
	Iteration 114Q: 3 clusters Score -1.412186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -14121870.000000 Penalty: 5738.979980
	Iteration 115Q: 3 clusters Score -1.412187e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -14121870.000000 Penalty: 5738.979980
	Iteration 116Q: 3 clusters Score -1.412187e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -14121860.000000 Penalty: 5738.979980
	Iteration 117Q: 3 clusters Score -1.412186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -14121871.000000 Penalty: 5738.979980
	Iteration 118Q: 3 clusters Score -1.412187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -14121854.000000 Penalty: 5738.979980
	Iteration 119Q: 3 clusters Score -1.412185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -14121844.000000 Penalty: 5738.979980
	Iteration 120F: 3 clusters Score -1.412184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -14121859.000000 Penalty: 5738.979980
	Iteration 121Q: 3 clusters Score -1.412186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -14121858.000000 Penalty: 5738.979980
	Iteration 122Q: 3 clusters Score -1.412186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -14121849.000000 Penalty: 5738.979980
	Iteration 123Q: 3 clusters Score -1.412185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -14121887.000000 Penalty: 5738.979980
	Iteration 124Q: 3 clusters Score -1.412189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -14121878.000000 Penalty: 5738.979980
	Iteration 125Q: 3 clusters Score -1.412188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -14121880.000000 Penalty: 5738.979980
	Iteration 126Q: 3 clusters Score -1.412188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -14121890.000000 Penalty: 5738.979980
	Iteration 127Q: 3 clusters Score -1.412189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -14121890.000000 Penalty: 5738.979980
	Iteration 128Q: 3 clusters Score -1.412189e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -14121899.000000 Penalty: 5738.979980
	Iteration 129Q: 3 clusters Score -1.41219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -14121886.000000 Penalty: 5738.979980
	Iteration 130Q: 3 clusters Score -1.412189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -14121887.000000 Penalty: 5738.979980
	Iteration 131Q: 3 clusters Score -1.412189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -14121886.000000 Penalty: 5738.979980
	Iteration 132Q: 3 clusters Score -1.412189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -14121889.000000 Penalty: 5738.979980
	Iteration 133Q: 3 clusters Score -1.412189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -14121918.000000 Penalty: 5738.979980
	Iteration 134Q: 3 clusters Score -1.412192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -14121924.000000 Penalty: 5738.979980
	Iteration 135Q: 3 clusters Score -1.412192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -14121939.000000 Penalty: 5738.979980
	Iteration 136Q: 3 clusters Score -1.412194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -14121938.000000 Penalty: 5738.979980
	Iteration 137Q: 3 clusters Score -1.412194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -14121957.000000 Penalty: 5738.979980
	Iteration 138Q: 3 clusters Score -1.412196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -14121930.000000 Penalty: 5738.979980
	Iteration 139Q: 3 clusters Score -1.412193e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -14121957.000000 Penalty: 5738.979980
	Iteration 140F: 3 clusters Score -1.412196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -14121956.000000 Penalty: 5738.979980
	Iteration 141Q: 3 clusters Score -1.412196e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -14121956.000000 Penalty: 5738.979980
	Iteration 142Q: 3 clusters Score -1.412196e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -14121922.000000 Penalty: 5738.979980
	Iteration 143Q: 3 clusters Score -1.412192e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -14121921.000000 Penalty: 5738.979980
	Iteration 144Q: 3 clusters Score -1.412192e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -14121894.000000 Penalty: 5738.979980
	Iteration 145Q: 3 clusters Score -1.412189e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -14121900.000000 Penalty: 5738.979980
	Iteration 146Q: 3 clusters Score -1.41219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -14121916.000000 Penalty: 5738.979980
	Iteration 147Q: 3 clusters Score -1.412192e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -14121927.000000 Penalty: 5738.979980
	Iteration 148Q: 3 clusters Score -1.412193e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -14121937.000000 Penalty: 5738.979980
	Iteration 149Q: 3 clusters Score -1.412194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -14121952.000000 Penalty: 5738.979980
	Iteration 150Q: 3 clusters Score -1.412195e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -14121941.000000 Penalty: 5738.979980
	Iteration 151Q: 3 clusters Score -1.412194e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -14121948.000000 Penalty: 5738.979980
	Iteration 152Q: 3 clusters Score -1.412195e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -14121947.000000 Penalty: 5738.979980
	Iteration 153Q: 3 clusters Score -1.412195e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -14121908.000000 Penalty: 5738.979980
	Iteration 154Q: 3 clusters Score -1.412191e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -14121915.000000 Penalty: 5738.979980
	Iteration 155Q: 3 clusters Score -1.412192e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -14121900.000000 Penalty: 5738.979980
	Iteration 156Q: 3 clusters Score -1.41219e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -14121916.000000 Penalty: 5738.979980
	Iteration 157Q: 3 clusters Score -1.412192e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -14121950.000000 Penalty: 5738.979980
	Iteration 158Q: 3 clusters Score -1.412195e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -14121950.000000 Penalty: 5738.979980
	Iteration 159Q: 3 clusters Score -1.412195e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -14121979.000000 Penalty: 5738.979980
	Iteration 160F: 3 clusters Score -1.412198e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -14122006.000000 Penalty: 5738.979980
	Iteration 161Q: 3 clusters Score -1.412201e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -14122016.000000 Penalty: 5738.979980
	Iteration 162Q: 3 clusters Score -1.412202e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -14122020.000000 Penalty: 5738.979980
	Iteration 163Q: 3 clusters Score -1.412202e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -14122036.000000 Penalty: 5738.979980
	Iteration 164Q: 3 clusters Score -1.412204e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -14122070.000000 Penalty: 5738.979980
	Iteration 165Q: 3 clusters Score -1.412207e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -14122075.000000 Penalty: 5738.979980
	Iteration 166Q: 3 clusters Score -1.412208e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -14122068.000000 Penalty: 5738.979980
	Iteration 167Q: 3 clusters Score -1.412207e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -14122094.000000 Penalty: 5738.979980
	Iteration 168Q: 3 clusters Score -1.412209e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -14122079.000000 Penalty: 5738.979980
	Iteration 169Q: 3 clusters Score -1.412208e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -14122075.000000 Penalty: 5738.979980
	Iteration 170Q: 3 clusters Score -1.412208e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -14122095.000000 Penalty: 5738.979980
	Iteration 171Q: 3 clusters Score -1.41221e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -14122152.000000 Penalty: 5738.979980
	Iteration 172Q: 3 clusters Score -1.412215e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -14122168.000000 Penalty: 5738.979980
	Iteration 173Q: 3 clusters Score -1.412217e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -14122196.000000 Penalty: 5738.979980
	Iteration 174Q: 3 clusters Score -1.41222e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -14122266.000000 Penalty: 5738.979980
	Iteration 175Q: 3 clusters Score -1.412227e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -14122289.000000 Penalty: 5738.979980
	Iteration 176Q: 3 clusters Score -1.412229e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -14122355.000000 Penalty: 5738.979980
	Iteration 177Q: 3 clusters Score -1.412236e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -14122348.000000 Penalty: 5738.979980
	Iteration 178Q: 3 clusters Score -1.412235e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -14122370.000000 Penalty: 5738.979980
	Iteration 179Q: 3 clusters Score -1.412237e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -14122401.000000 Penalty: 5738.979980
	Iteration 180F: 3 clusters Score -1.41224e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -14122443.000000 Penalty: 5738.979980
	Iteration 181Q: 3 clusters Score -1.412244e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -14122484.000000 Penalty: 5738.979980
	Iteration 182Q: 3 clusters Score -1.412248e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -14122530.000000 Penalty: 5738.979980
	Iteration 183Q: 3 clusters Score -1.412253e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -14122523.000000 Penalty: 5738.979980
	Iteration 184Q: 3 clusters Score -1.412252e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -14122528.000000 Penalty: 5738.979980
	Iteration 185Q: 3 clusters Score -1.412253e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -14122539.000000 Penalty: 5738.979980
	Iteration 186Q: 3 clusters Score -1.412254e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -14122598.000000 Penalty: 5738.979980
	Iteration 187Q: 3 clusters Score -1.41226e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -14122642.000000 Penalty: 5738.979980
	Iteration 188Q: 3 clusters Score -1.412264e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -14122658.000000 Penalty: 5738.979980
	Iteration 189Q: 3 clusters Score -1.412266e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -14122654.000000 Penalty: 5738.979980
	Iteration 190Q: 3 clusters Score -1.412265e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -14122715.000000 Penalty: 5738.979980
	Iteration 191Q: 3 clusters Score -1.412272e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -14122750.000000 Penalty: 5738.979980
	Iteration 192Q: 3 clusters Score -1.412275e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -14122759.000000 Penalty: 5738.979980
	Iteration 193Q: 3 clusters Score -1.412276e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -14122826.000000 Penalty: 5738.979980
	Iteration 194Q: 3 clusters Score -1.412283e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -14122884.000000 Penalty: 5738.979980
	Iteration 195Q: 3 clusters Score -1.412288e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -14122890.000000 Penalty: 5738.979980
	Iteration 196Q: 3 clusters Score -1.412289e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -14122922.000000 Penalty: 5738.979980
	Iteration 197Q: 3 clusters Score -1.412292e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -14122982.000000 Penalty: 5738.979980
	Iteration 198Q: 3 clusters Score -1.412298e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -14123010.000000 Penalty: 5738.979980
	Iteration 199Q: 3 clusters Score -1.412301e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -14123036.000000 Penalty: 5738.979980
	Iteration 200F: 3 clusters Score -1.412304e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -14123084.000000 Penalty: 5738.979980
	Iteration 201Q: 3 clusters Score -1.412308e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -14123082.000000 Penalty: 5738.979980
	Iteration 202Q: 3 clusters Score -1.412308e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -14123130.000000 Penalty: 5738.979980
	Iteration 203Q: 3 clusters Score -1.412313e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -14123176.000000 Penalty: 5738.979980
	Iteration 204Q: 3 clusters Score -1.412318e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -14123236.000000 Penalty: 5738.979980
	Iteration 205Q: 3 clusters Score -1.412324e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -14123341.000000 Penalty: 5738.979980
	Iteration 206Q: 3 clusters Score -1.412334e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -14123374.000000 Penalty: 5738.979980
	Iteration 207Q: 3 clusters Score -1.412337e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14123387.000000 Penalty: 5738.979980
	Iteration 208Q: 3 clusters Score -1.412339e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -14123418.000000 Penalty: 5738.979980
	Iteration 209Q: 3 clusters Score -1.412342e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -14123533.000000 Penalty: 5738.979980
	Iteration 210Q: 3 clusters Score -1.412353e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -14123603.000000 Penalty: 5738.979980
	Iteration 211Q: 3 clusters Score -1.41236e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -14123607.000000 Penalty: 5738.979980
	Iteration 212Q: 3 clusters Score -1.412361e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -14123650.000000 Penalty: 5738.979980
	Iteration 213Q: 3 clusters Score -1.412365e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -14123666.000000 Penalty: 5738.979980
	Iteration 214Q: 3 clusters Score -1.412367e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -14123715.000000 Penalty: 5738.979980
	Iteration 215Q: 3 clusters Score -1.412372e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -14123753.000000 Penalty: 5738.979980
	Iteration 216Q: 3 clusters Score -1.412375e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -14123730.000000 Penalty: 5738.979980
	Iteration 217Q: 3 clusters Score -1.412373e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -14123760.000000 Penalty: 5738.979980
	Iteration 218Q: 3 clusters Score -1.412376e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -14123820.000000 Penalty: 5738.979980
	Iteration 219Q: 3 clusters Score -1.412382e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -14123866.000000 Penalty: 5738.979980
	Iteration 220F: 3 clusters Score -1.412387e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -14123960.000000 Penalty: 5738.979980
	Iteration 221Q: 3 clusters Score -1.412396e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -14124011.000000 Penalty: 5738.979980
	Iteration 222Q: 3 clusters Score -1.412401e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -14124057.000000 Penalty: 5738.979980
	Iteration 223Q: 3 clusters Score -1.412406e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -14124159.000000 Penalty: 5738.979980
	Iteration 224Q: 3 clusters Score -1.412416e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -14124227.000000 Penalty: 5738.979980
	Iteration 225Q: 3 clusters Score -1.412423e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -14124327.000000 Penalty: 5738.979980
	Iteration 226Q: 3 clusters Score -1.412433e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -14124387.000000 Penalty: 5738.979980
	Iteration 227Q: 3 clusters Score -1.412439e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -14124498.000000 Penalty: 5738.979980
	Iteration 228Q: 3 clusters Score -1.41245e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -14124574.000000 Penalty: 5738.979980
	Iteration 229Q: 3 clusters Score -1.412457e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -14124703.000000 Penalty: 5738.979980
	Iteration 230Q: 3 clusters Score -1.41247e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -14124833.000000 Penalty: 5738.979980
	Iteration 231Q: 3 clusters Score -1.412483e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -14124929.000000 Penalty: 5738.979980
	Iteration 232Q: 3 clusters Score -1.412493e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -14125094.000000 Penalty: 5738.979980
	Iteration 233Q: 3 clusters Score -1.412509e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -14125199.000000 Penalty: 5738.979980
	Iteration 234Q: 3 clusters Score -1.41252e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -14125342.000000 Penalty: 5738.979980
	Iteration 235Q: 3 clusters Score -1.412534e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -14125462.000000 Penalty: 5738.979980
	Iteration 236Q: 3 clusters Score -1.412546e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -14125555.000000 Penalty: 5738.979980
	Iteration 237Q: 3 clusters Score -1.412556e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -14125700.000000 Penalty: 5738.979980
	Iteration 238Q: 3 clusters Score -1.41257e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -14125859.000000 Penalty: 5738.979980
	Iteration 239Q: 3 clusters Score -1.412586e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -14126056.000000 Penalty: 5738.979980
	Iteration 240F: 3 clusters Score -1.412606e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -14126330.000000 Penalty: 5738.979980
	Iteration 241Q: 3 clusters Score -1.412633e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -14126657.000000 Penalty: 5738.979980
	Iteration 242Q: 3 clusters Score -1.412666e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -14127025.000000 Penalty: 5738.979980
	Iteration 243Q: 3 clusters Score -1.412702e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -14127450.000000 Penalty: 5738.979980
	Iteration 244Q: 3 clusters Score -1.412745e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -14127953.000000 Penalty: 5738.979980
	Iteration 245Q: 3 clusters Score -1.412795e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -14128441.000000 Penalty: 5738.979980
	Iteration 246Q: 3 clusters Score -1.412844e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -14129053.000000 Penalty: 5738.979980
	Iteration 247Q: 3 clusters Score -1.412905e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -14129596.000000 Penalty: 5738.979980
	Iteration 248Q: 3 clusters Score -1.41296e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -14130051.000000 Penalty: 5738.979980
	Iteration 249Q: 3 clusters Score -1.413005e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -14130518.000000 Penalty: 5738.979980
	Iteration 250Q: 3 clusters Score -1.413052e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -14130901.000000 Penalty: 5738.979980
	Iteration 251Q: 3 clusters Score -1.41309e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -14131218.000000 Penalty: 5738.979980
	Iteration 252Q: 3 clusters Score -1.413122e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14131424.000000 Penalty: 5738.979980
	Iteration 253Q: 3 clusters Score -1.413142e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14131644.000000 Penalty: 5738.979980
	Iteration 254Q: 3 clusters Score -1.413164e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14131799.000000 Penalty: 5738.979980
	Iteration 255Q: 3 clusters Score -1.41318e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14131953.000000 Penalty: 5738.979980
	Iteration 256Q: 3 clusters Score -1.413195e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14132056.000000 Penalty: 5738.979980
	Iteration 257Q: 3 clusters Score -1.413206e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14132103.000000 Penalty: 5738.979980
	Iteration 258Q: 3 clusters Score -1.41321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14132160.000000 Penalty: 5738.979980
	Iteration 259Q: 3 clusters Score -1.413216e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14132197.000000 Penalty: 5738.979980
	Iteration 260F: 3 clusters Score -1.41322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14132233.000000 Penalty: 5738.979980
	Iteration 261Q: 3 clusters Score -1.413223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14132244.000000 Penalty: 5738.979980
	Iteration 262Q: 3 clusters Score -1.413224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14132251.000000 Penalty: 5738.979980
	Iteration 263Q: 3 clusters Score -1.413225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14132253.000000 Penalty: 5738.979980
	Iteration 264Q: 3 clusters Score -1.413225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14132259.000000 Penalty: 5738.979980
	Iteration 265Q: 3 clusters Score -1.413226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14132259.000000 Penalty: 5738.979980
	Iteration 266Q: 3 clusters Score -1.413226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14132266.000000 Penalty: 5738.979980
	Iteration 267Q: 3 clusters Score -1.413227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14132291.000000 Penalty: 5738.979980
	Iteration 268Q: 3 clusters Score -1.413229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14132310.000000 Penalty: 5738.979980
	Iteration 269Q: 3 clusters Score -1.413231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14132308.000000 Penalty: 5738.979980
	Iteration 270Q: 3 clusters Score -1.413231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14132301.000000 Penalty: 5738.979980
	Iteration 271Q: 3 clusters Score -1.41323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14132306.000000 Penalty: 5738.979980
	Iteration 272Q: 3 clusters Score -1.413231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14132306.000000 Penalty: 5738.979980
	Iteration 273Q: 3 clusters Score -1.413231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14132311.000000 Penalty: 5738.979980
	Iteration 274Q: 3 clusters Score -1.413231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14132305.000000 Penalty: 5738.979980
	Iteration 275Q: 3 clusters Score -1.41323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14132312.000000 Penalty: 5738.979980
	Iteration 276Q: 3 clusters Score -1.413231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14132310.000000 Penalty: 5738.979980
	Iteration 277Q: 3 clusters Score -1.413231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14132310.000000 Penalty: 5738.979980
	Iteration 278F: 3 clusters Score -1.413231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -574859.750000 Penalty: 2094.799072
	Iteration 0F: 2 clusters Score -574859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -570617.000000 Penalty: 4189.598145
	Iteration 0F: 3 clusters Score -570617 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -571706.625000 Penalty: 4189.598145
	Iteration 1F: 3 clusters Score -571706.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -572032.187500 Penalty: 4189.598145
	Iteration 2F: 3 clusters Score -572032.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -572276.000000 Penalty: 4189.598145
	Iteration 3F: 3 clusters Score -572276 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -572499.312500 Penalty: 4189.598145
	Iteration 4F: 3 clusters Score -572499.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -572707.187500 Penalty: 4189.598145
	Iteration 5Q: 3 clusters Score -572707.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -572905.687500 Penalty: 4189.598145
	Iteration 6Q: 3 clusters Score -572905.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -573123.937500 Penalty: 4189.598145
	Iteration 7Q: 3 clusters Score -573123.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -573329.437500 Penalty: 4189.598145
	Iteration 8Q: 3 clusters Score -573329.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -573493.125000 Penalty: 4189.598145
	Iteration 9Q: 3 clusters Score -573493.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -573616.625000 Penalty: 4189.598145
	Iteration 10Q: 3 clusters Score -573616.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -573733.187500 Penalty: 4189.598145
	Iteration 11Q: 3 clusters Score -573733.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -573833.125000 Penalty: 4189.598145
	Iteration 12Q: 3 clusters Score -573833.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -573896.062500 Penalty: 4189.598145
	Iteration 13Q: 3 clusters Score -573896.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -573941.750000 Penalty: 4189.598145
	Iteration 14Q: 3 clusters Score -573941.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -573971.437500 Penalty: 4189.598145
	Iteration 15Q: 3 clusters Score -573971.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -574000.125000 Penalty: 4189.598145
	Iteration 16Q: 3 clusters Score -574000.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -574031.437500 Penalty: 4189.598145
	Iteration 17Q: 3 clusters Score -574031.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -574058.312500 Penalty: 4189.598145
	Iteration 18Q: 3 clusters Score -574058.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -574092.000000 Penalty: 4189.598145
	Iteration 19Q: 3 clusters Score -574092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -574146.187500 Penalty: 4189.598145
	Iteration 20F: 3 clusters Score -574146.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -574204.687500 Penalty: 4189.598145
	Iteration 21Q: 3 clusters Score -574204.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -574239.937500 Penalty: 4189.598145
	Iteration 22Q: 3 clusters Score -574239.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -574277.625000 Penalty: 4189.598145
	Iteration 23Q: 3 clusters Score -574277.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -574308.687500 Penalty: 4189.598145
	Iteration 24Q: 3 clusters Score -574308.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -574325.875000 Penalty: 4189.598145
	Iteration 25Q: 3 clusters Score -574325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -574331.437500 Penalty: 4189.598145
	Iteration 26Q: 3 clusters Score -574331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -574332.812500 Penalty: 4189.598145
	Iteration 27Q: 3 clusters Score -574332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -574333.812500 Penalty: 4189.598145
	Iteration 28Q: 3 clusters Score -574333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -574333.812500 Penalty: 4189.598145
	Iteration 29F: 3 clusters Score -574333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Entering Unmasked Estep 
Score: -1032322.437500 Penalty: 2223.466553
	Iteration 0F: 2 clusters Score -1032322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1026028.312500 Penalty: 4446.933105
	Iteration 0F: 3 clusters Score -1026028 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1027750.500000 Penalty: 4446.933105
	Iteration 1F: 3 clusters Score -1027750 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1028034.812500 Penalty: 4446.933105
	Iteration 2F: 3 clusters Score -1028035 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1028229.562500 Penalty: 4446.933105
	Iteration 3F: 3 clusters Score -1028230 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1028384.375000 Penalty: 4446.933105
	Iteration 4Q: 3 clusters Score -1028384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1028509.687500 Penalty: 4446.933105
	Iteration 5Q: 3 clusters Score -1028510 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1028611.937500 Penalty: 4446.933105
	Iteration 6Q: 3 clusters Score -1028612 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1028725.125000 Penalty: 4446.933105
	Iteration 7Q: 3 clusters Score -1028725 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1028832.062500 Penalty: 4446.933105
	Iteration 8Q: 3 clusters Score -1028832 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1028951.312500 Penalty: 4446.933105
	Iteration 9Q: 3 clusters Score -1028951 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1029064.562500 Penalty: 4446.933105
	Iteration 10Q: 3 clusters Score -1029065 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1029202.937500 Penalty: 4446.933105
	Iteration 11Q: 3 clusters Score -1029203 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1029366.812500 Penalty: 4446.933105
	Iteration 12Q: 3 clusters Score -1029367 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1029539.625000 Penalty: 4446.933105
	Iteration 13Q: 3 clusters Score -1029540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1029726.000000 Penalty: 4446.933105
	Iteration 14Q: 3 clusters Score -1029726 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1029895.000000 Penalty: 4446.933105
	Iteration 15Q: 3 clusters Score -1029895 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1030059.562500 Penalty: 4446.933105
	Iteration 16Q: 3 clusters Score -1030060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1030168.812500 Penalty: 4446.933105
	Iteration 17Q: 3 clusters Score -1030169 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1030245.812500 Penalty: 4446.933105
	Iteration 18Q: 3 clusters Score -1030246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1030305.125000 Penalty: 4446.933105
	Iteration 19Q: 3 clusters Score -1030305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1030350.937500 Penalty: 4446.933105
	Iteration 20F: 3 clusters Score -1030351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1030381.750000 Penalty: 4446.933105
	Iteration 21Q: 3 clusters Score -1030382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1030400.562500 Penalty: 4446.933105
	Iteration 22Q: 3 clusters Score -1030401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1030411.062500 Penalty: 4446.933105
	Iteration 23Q: 3 clusters Score -1030411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1030418.625000 Penalty: 4446.933105
	Iteration 24Q: 3 clusters Score -1030419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1030421.125000 Penalty: 4446.933105
	Iteration 25Q: 3 clusters Score -1030421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1030421.437500 Penalty: 4446.933105
	Iteration 26Q: 3 clusters Score -1030421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1030421.437500 Penalty: 4446.933105
	Iteration 27F: 3 clusters Score -1030421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Entering Unmasked Estep 
Score: -2637472.000000 Penalty: 2473.746582
	Iteration 0F: 2 clusters Score -2637472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2622577.750000 Penalty: 4947.493164
	Iteration 0F: 3 clusters Score -2622578 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2627721.000000 Penalty: 4947.493164
	Iteration 1F: 3 clusters Score -2627721 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2628292.250000 Penalty: 4947.493164
	Iteration 2F: 3 clusters Score -2628292 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2628853.750000 Penalty: 4947.493164
	Iteration 3F: 3 clusters Score -2628854 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2629443.750000 Penalty: 4947.493164
	Iteration 4F: 3 clusters Score -2629444 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2630028.000000 Penalty: 4947.493164
	Iteration 5F: 3 clusters Score -2630028 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2630570.750000 Penalty: 4947.493164
	Iteration 6Q: 3 clusters Score -2630571 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2631119.250000 Penalty: 4947.493164
	Iteration 7Q: 3 clusters Score -2631119 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2631574.250000 Penalty: 4947.493164
	Iteration 8Q: 3 clusters Score -2631574 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2631966.500000 Penalty: 4947.493164
	Iteration 9Q: 3 clusters Score -2631966 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2632263.250000 Penalty: 4947.493164
	Iteration 10Q: 3 clusters Score -2632263 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2632524.750000 Penalty: 4947.493164
	Iteration 11Q: 3 clusters Score -2632525 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2632759.250000 Penalty: 4947.493164
	Iteration 12Q: 3 clusters Score -2632759 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2632921.750000 Penalty: 4947.493164
	Iteration 13Q: 3 clusters Score -2632922 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2633044.500000 Penalty: 4947.493164
	Iteration 14Q: 3 clusters Score -2633044 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2633158.500000 Penalty: 4947.493164
	Iteration 15Q: 3 clusters Score -2633158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2633236.750000 Penalty: 4947.493164
	Iteration 16Q: 3 clusters Score -2633237 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2633292.750000 Penalty: 4947.493164
	Iteration 17Q: 3 clusters Score -2633293 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2633346.500000 Penalty: 4947.493164
	Iteration 18Q: 3 clusters Score -2633346 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2633391.250000 Penalty: 4947.493164
	Iteration 19Q: 3 clusters Score -2633391 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2633443.750000 Penalty: 4947.493164
	Iteration 20F: 3 clusters Score -2633444 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2633486.500000 Penalty: 4947.493164
	Iteration 21Q: 3 clusters Score -2633486 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2633533.500000 Penalty: 4947.493164
	Iteration 22Q: 3 clusters Score -2633534 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2633590.500000 Penalty: 4947.493164
	Iteration 23Q: 3 clusters Score -2633590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2633622.500000 Penalty: 4947.493164
	Iteration 24Q: 3 clusters Score -2633622 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2633655.250000 Penalty: 4947.493164
	Iteration 25Q: 3 clusters Score -2633655 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2633682.500000 Penalty: 4947.493164
	Iteration 26Q: 3 clusters Score -2633682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2633699.250000 Penalty: 4947.493164
	Iteration 27Q: 3 clusters Score -2633699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2633721.250000 Penalty: 4947.493164
	Iteration 28Q: 3 clusters Score -2633721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2633736.750000 Penalty: 4947.493164
	Iteration 29Q: 3 clusters Score -2633737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2633764.500000 Penalty: 4947.493164
	Iteration 30Q: 3 clusters Score -2633764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2633784.000000 Penalty: 4947.493164
	Iteration 31Q: 3 clusters Score -2633784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2633789.000000 Penalty: 4947.493164
	Iteration 32Q: 3 clusters Score -2633789 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2633795.000000 Penalty: 4947.493164
	Iteration 33Q: 3 clusters Score -2633795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2633811.750000 Penalty: 4947.493164
	Iteration 34Q: 3 clusters Score -2633812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2633828.750000 Penalty: 4947.493164
	Iteration 35Q: 3 clusters Score -2633829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2633846.750000 Penalty: 4947.493164
	Iteration 36Q: 3 clusters Score -2633847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2633853.750000 Penalty: 4947.493164
	Iteration 37Q: 3 clusters Score -2633854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2633876.500000 Penalty: 4947.493164
	Iteration 38Q: 3 clusters Score -2633876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2633883.750000 Penalty: 4947.493164
	Iteration 39Q: 3 clusters Score -2633884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2633905.250000 Penalty: 4947.493164
	Iteration 40F: 3 clusters Score -2633905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2633914.500000 Penalty: 4947.493164
	Iteration 41Q: 3 clusters Score -2633914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2633927.750000 Penalty: 4947.493164
	Iteration 42Q: 3 clusters Score -2633928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2633931.500000 Penalty: 4947.493164
	Iteration 43Q: 3 clusters Score -2633932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2633951.250000 Penalty: 4947.493164
	Iteration 44Q: 3 clusters Score -2633951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2633956.000000 Penalty: 4947.493164
	Iteration 45Q: 3 clusters Score -2633956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2633970.500000 Penalty: 4947.493164
	Iteration 46Q: 3 clusters Score -2633970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2633976.250000 Penalty: 4947.493164
	Iteration 47Q: 3 clusters Score -2633976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2633989.000000 Penalty: 4947.493164
	Iteration 48Q: 3 clusters Score -2633989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2634001.250000 Penalty: 4947.493164
	Iteration 49Q: 3 clusters Score -2634001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2634009.250000 Penalty: 4947.493164
	Iteration 50Q: 3 clusters Score -2634009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2634019.500000 Penalty: 4947.493164
	Iteration 51Q: 3 clusters Score -2634020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2634032.250000 Penalty: 4947.493164
	Iteration 52Q: 3 clusters Score -2634032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2634043.250000 Penalty: 4947.493164
	Iteration 53Q: 3 clusters Score -2634043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2634043.500000 Penalty: 4947.493164
	Iteration 54Q: 3 clusters Score -2634044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2634057.000000 Penalty: 4947.493164
	Iteration 55Q: 3 clusters Score -2634057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2634056.250000 Penalty: 4947.493164
	Iteration 56Q: 3 clusters Score -2634056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2634060.000000 Penalty: 4947.493164
	Iteration 57Q: 3 clusters Score -2634060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2634062.250000 Penalty: 4947.493164
	Iteration 58Q: 3 clusters Score -2634062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2634064.750000 Penalty: 4947.493164
	Iteration 59Q: 3 clusters Score -2634065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2634078.500000 Penalty: 4947.493164
	Iteration 60F: 3 clusters Score -2634078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2634084.000000 Penalty: 4947.493164
	Iteration 61Q: 3 clusters Score -2634084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2634087.000000 Penalty: 4947.493164
	Iteration 62Q: 3 clusters Score -2634087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2634083.000000 Penalty: 4947.493164
	Iteration 63Q: 3 clusters Score -2634083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2634086.250000 Penalty: 4947.493164
	Iteration 64Q: 3 clusters Score -2634086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2634086.500000 Penalty: 4947.493164
	Iteration 65Q: 3 clusters Score -2634086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2634093.250000 Penalty: 4947.493164
	Iteration 66Q: 3 clusters Score -2634093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2634097.500000 Penalty: 4947.493164
	Iteration 67Q: 3 clusters Score -2634098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2634099.500000 Penalty: 4947.493164
	Iteration 68Q: 3 clusters Score -2634100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2634098.500000 Penalty: 4947.493164
	Iteration 69Q: 3 clusters Score -2634098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2634100.750000 Penalty: 4947.493164
	Iteration 70Q: 3 clusters Score -2634101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2634103.500000 Penalty: 4947.493164
	Iteration 71Q: 3 clusters Score -2634104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2634102.000000 Penalty: 4947.493164
	Iteration 72Q: 3 clusters Score -2634102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2634102.250000 Penalty: 4947.493164
	Iteration 73Q: 3 clusters Score -2634102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2634102.500000 Penalty: 4947.493164
	Iteration 74Q: 3 clusters Score -2634102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2634108.000000 Penalty: 4947.493164
	Iteration 75Q: 3 clusters Score -2634108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2634107.750000 Penalty: 4947.493164
	Iteration 76Q: 3 clusters Score -2634108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2634102.250000 Penalty: 4947.493164
	Iteration 77Q: 3 clusters Score -2634102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2634100.750000 Penalty: 4947.493164
	Iteration 78Q: 3 clusters Score -2634101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2634103.000000 Penalty: 4947.493164
	Iteration 79Q: 3 clusters Score -2634103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2634104.000000 Penalty: 4947.493164
	Iteration 80F: 3 clusters Score -2634104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2634102.000000 Penalty: 4947.493164
	Iteration 81Q: 3 clusters Score -2634102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2634102.750000 Penalty: 4947.493164
	Iteration 82Q: 3 clusters Score -2634103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2634102.750000 Penalty: 4947.493164
	Iteration 83F: 3 clusters Score -2634103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -664549.937500 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -664549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -660012.187500 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -660012.2 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -661099.875000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -661099.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -661290.375000 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -661290.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -661404.437500 Penalty: 4233.668945
	Iteration 3Q: 3 clusters Score -661404.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -661481.812500 Penalty: 4233.668945
	Iteration 4Q: 3 clusters Score -661481.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -661552.000000 Penalty: 4233.668945
	Iteration 5Q: 3 clusters Score -661552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -661607.187500 Penalty: 4233.668945
	Iteration 6Q: 3 clusters Score -661607.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -661642.062500 Penalty: 4233.668945
	Iteration 7Q: 3 clusters Score -661642.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -661666.250000 Penalty: 4233.668945
	Iteration 8Q: 3 clusters Score -661666.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -661687.812500 Penalty: 4233.668945
	Iteration 9Q: 3 clusters Score -661687.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -661712.812500 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -661712.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -661745.062500 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -661745.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -661775.437500 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -661775.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -661805.625000 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -661805.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661838.625000 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -661838.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -661865.437500 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -661865.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -661887.875000 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -661887.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -661912.500000 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -661912.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -661948.875000 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -661948.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -661977.187500 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -661977.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -662002.062500 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -662002.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -662024.625000 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -662024.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -662048.875000 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -662048.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -662079.812500 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -662079.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -662113.500000 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -662113.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -662162.875000 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -662162.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -662207.250000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -662207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -662244.187500 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -662244.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -662275.687500 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -662275.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -662310.625000 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -662310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -662339.312500 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -662339.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -662382.000000 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -662382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -662428.062500 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -662428.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -662472.250000 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -662472.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -662508.812500 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -662508.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -662536.750000 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -662536.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -662559.312500 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -662559.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -662579.750000 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -662579.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -662607.500000 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -662607.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -662637.750000 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -662637.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -662658.750000 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -662658.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -662674.437500 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -662674.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -662686.437500 Penalty: 4233.668945
	Iteration 42Q: 3 clusters Score -662686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -662698.500000 Penalty: 4233.668945
	Iteration 43Q: 3 clusters Score -662698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -662712.875000 Penalty: 4233.668945
	Iteration 44Q: 3 clusters Score -662712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -662725.062500 Penalty: 4233.668945
	Iteration 45Q: 3 clusters Score -662725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -662733.750000 Penalty: 4233.668945
	Iteration 46Q: 3 clusters Score -662733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -662738.625000 Penalty: 4233.668945
	Iteration 47Q: 3 clusters Score -662738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -662742.062500 Penalty: 4233.668945
	Iteration 48Q: 3 clusters Score -662742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -662743.125000 Penalty: 4233.668945
	Iteration 49Q: 3 clusters Score -662743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -662746.875000 Penalty: 4233.668945
	Iteration 50Q: 3 clusters Score -662746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -662752.687500 Penalty: 4233.668945
	Iteration 51Q: 3 clusters Score -662752.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -662758.625000 Penalty: 4233.668945
	Iteration 52Q: 3 clusters Score -662758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -662765.375000 Penalty: 4233.668945
	Iteration 53Q: 3 clusters Score -662765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -662768.250000 Penalty: 4233.668945
	Iteration 54Q: 3 clusters Score -662768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -662771.312500 Penalty: 4233.668945
	Iteration 55Q: 3 clusters Score -662771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -662775.562500 Penalty: 4233.668945
	Iteration 56Q: 3 clusters Score -662775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -662780.437500 Penalty: 4233.668945
	Iteration 57Q: 3 clusters Score -662780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -662783.750000 Penalty: 4233.668945
	Iteration 58Q: 3 clusters Score -662783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -662787.625000 Penalty: 4233.668945
	Iteration 59Q: 3 clusters Score -662787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -662793.375000 Penalty: 4233.668945
	Iteration 60F: 3 clusters Score -662793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -662798.625000 Penalty: 4233.668945
	Iteration 61Q: 3 clusters Score -662798.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -662805.250000 Penalty: 4233.668945
	Iteration 62Q: 3 clusters Score -662805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -662807.750000 Penalty: 4233.668945
	Iteration 63Q: 3 clusters Score -662807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -662809.875000 Penalty: 4233.668945
	Iteration 64Q: 3 clusters Score -662809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662812.437500 Penalty: 4233.668945
	Iteration 65Q: 3 clusters Score -662812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662813.187500 Penalty: 4233.668945
	Iteration 66Q: 3 clusters Score -662813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662813.187500 Penalty: 4233.668945
	Iteration 67F: 3 clusters Score -662813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -2215939.750000 Penalty: 2415.731201
	Iteration 0F: 2 clusters Score -2215940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2203822.750000 Penalty: 4831.462402
	Iteration 0F: 3 clusters Score -2203823 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2208198.500000 Penalty: 4831.462402
	Iteration 1F: 3 clusters Score -2208198 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2209302.250000 Penalty: 4831.462402
	Iteration 2F: 3 clusters Score -2209302 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2210577.750000 Penalty: 4831.462402
	Iteration 3F: 3 clusters Score -2210578 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2211859.250000 Penalty: 4831.462402
	Iteration 4F: 3 clusters Score -2211859 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2212902.500000 Penalty: 4831.462402
	Iteration 5F: 3 clusters Score -2212902 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2213671.000000 Penalty: 4831.462402
	Iteration 6F: 3 clusters Score -2213671 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2214317.750000 Penalty: 4831.462402
	Iteration 7Q: 3 clusters Score -2214318 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2214927.500000 Penalty: 4831.462402
	Iteration 8Q: 3 clusters Score -2214928 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2215482.250000 Penalty: 4831.462402
	Iteration 9Q: 3 clusters Score -2215482 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2215942.500000 Penalty: 4831.462402
	Iteration 10Q: 3 clusters Score -2215942 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2216175.000000 Penalty: 4831.462402
	Iteration 11Q: 3 clusters Score -2216175 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2216291.250000 Penalty: 4831.462402
	Iteration 12Q: 3 clusters Score -2216291 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2216387.500000 Penalty: 4831.462402
	Iteration 13Q: 3 clusters Score -2216388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2216475.500000 Penalty: 4831.462402
	Iteration 14Q: 3 clusters Score -2216476 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2216579.500000 Penalty: 4831.462402
	Iteration 15Q: 3 clusters Score -2216580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2216692.250000 Penalty: 4831.462402
	Iteration 16Q: 3 clusters Score -2216692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2216786.500000 Penalty: 4831.462402
	Iteration 17Q: 3 clusters Score -2216786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2216859.500000 Penalty: 4831.462402
	Iteration 18Q: 3 clusters Score -2216860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2216894.500000 Penalty: 4831.462402
	Iteration 19Q: 3 clusters Score -2216894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2216920.500000 Penalty: 4831.462402
	Iteration 20F: 3 clusters Score -2216920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2216937.500000 Penalty: 4831.462402
	Iteration 21Q: 3 clusters Score -2216938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2216956.750000 Penalty: 4831.462402
	Iteration 22Q: 3 clusters Score -2216957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2216967.750000 Penalty: 4831.462402
	Iteration 23Q: 3 clusters Score -2216968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2216980.000000 Penalty: 4831.462402
	Iteration 24Q: 3 clusters Score -2216980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2216987.750000 Penalty: 4831.462402
	Iteration 25Q: 3 clusters Score -2216988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2216994.500000 Penalty: 4831.462402
	Iteration 26Q: 3 clusters Score -2216994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2216995.000000 Penalty: 4831.462402
	Iteration 27Q: 3 clusters Score -2216995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2217009.000000 Penalty: 4831.462402
	Iteration 28Q: 3 clusters Score -2217009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2217026.250000 Penalty: 4831.462402
	Iteration 29Q: 3 clusters Score -2217026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2217034.250000 Penalty: 4831.462402
	Iteration 30Q: 3 clusters Score -2217034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2217038.500000 Penalty: 4831.462402
	Iteration 31Q: 3 clusters Score -2217038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2217039.250000 Penalty: 4831.462402
	Iteration 32Q: 3 clusters Score -2217039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2217041.000000 Penalty: 4831.462402
	Iteration 33Q: 3 clusters Score -2217041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2217049.250000 Penalty: 4831.462402
	Iteration 34Q: 3 clusters Score -2217049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2217046.000000 Penalty: 4831.462402
	Iteration 35Q: 3 clusters Score -2217046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2217050.500000 Penalty: 4831.462402
	Iteration 36Q: 3 clusters Score -2217050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2217053.250000 Penalty: 4831.462402
	Iteration 37Q: 3 clusters Score -2217053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2217052.750000 Penalty: 4831.462402
	Iteration 38Q: 3 clusters Score -2217053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2217054.000000 Penalty: 4831.462402
	Iteration 39Q: 3 clusters Score -2217054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2217053.000000 Penalty: 4831.462402
	Iteration 40F: 3 clusters Score -2217053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2217051.500000 Penalty: 4831.462402
	Iteration 41Q: 3 clusters Score -2217052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2217053.250000 Penalty: 4831.462402
	Iteration 42Q: 3 clusters Score -2217053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2217057.500000 Penalty: 4831.462402
	Iteration 43Q: 3 clusters Score -2217058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2217059.750000 Penalty: 4831.462402
	Iteration 44Q: 3 clusters Score -2217060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2217058.000000 Penalty: 4831.462402
	Iteration 45Q: 3 clusters Score -2217058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2217061.250000 Penalty: 4831.462402
	Iteration 46Q: 3 clusters Score -2217061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2217061.000000 Penalty: 4831.462402
	Iteration 47Q: 3 clusters Score -2217061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2217061.000000 Penalty: 4831.462402
	Iteration 48F: 3 clusters Score -2217061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128279 members 
Mstep: Class 7 contains 227066 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21013 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79738 members 
Mstep: Class 16 contains 140103 members 
Mstep: Class 17 contains 69324 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 125370 members 
Mstep: Class 20 contains 105929 members 
Mstep: Class 21 contains 4660 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118857 members 
Mstep: Class 30 contains 76774 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3486 members 
Mstep: Class 34 contains 13644 members 
Entering Unmasked Estep 
Score: -181127360.000000 Penalty: 119358.375000
Splitting cluster 25 changes total score from -181127184.000000 to -181127360.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (13668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Entering Unmasked Estep 
Score: -1775805.500000 Penalty: 2361.657471
	Iteration 0F: 2 clusters Score -1775806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1765780.875000 Penalty: 4723.314941
	Iteration 0F: 3 clusters Score -1765781 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1769003.000000 Penalty: 4723.314941
	Iteration 1F: 3 clusters Score -1769003 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1769529.375000 Penalty: 4723.314941
	Iteration 2F: 3 clusters Score -1769529 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1770132.625000 Penalty: 4723.314941
	Iteration 3F: 3 clusters Score -1770133 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1770827.750000 Penalty: 4723.314941
	Iteration 4F: 3 clusters Score -1770828 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1771504.500000 Penalty: 4723.314941
	Iteration 5F: 3 clusters Score -1771504 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1772052.500000 Penalty: 4723.314941
	Iteration 6F: 3 clusters Score -1772052 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1772558.250000 Penalty: 4723.314941
	Iteration 7F: 3 clusters Score -1772558 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1772936.875000 Penalty: 4723.314941
	Iteration 8Q: 3 clusters Score -1772937 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1773213.625000 Penalty: 4723.314941
	Iteration 9Q: 3 clusters Score -1773214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1773439.875000 Penalty: 4723.314941
	Iteration 10Q: 3 clusters Score -1773440 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1773615.125000 Penalty: 4723.314941
	Iteration 11Q: 3 clusters Score -1773615 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1773776.125000 Penalty: 4723.314941
	Iteration 12Q: 3 clusters Score -1773776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1773922.875000 Penalty: 4723.314941
	Iteration 13Q: 3 clusters Score -1773923 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1774049.125000 Penalty: 4723.314941
	Iteration 14Q: 3 clusters Score -1774049 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1774151.875000 Penalty: 4723.314941
	Iteration 15Q: 3 clusters Score -1774152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1774248.250000 Penalty: 4723.314941
	Iteration 16Q: 3 clusters Score -1774248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1774314.875000 Penalty: 4723.314941
	Iteration 17Q: 3 clusters Score -1774315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1774362.500000 Penalty: 4723.314941
	Iteration 18Q: 3 clusters Score -1774362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1774395.000000 Penalty: 4723.314941
	Iteration 19Q: 3 clusters Score -1774395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1774416.000000 Penalty: 4723.314941
	Iteration 20F: 3 clusters Score -1774416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1774421.125000 Penalty: 4723.314941
	Iteration 21Q: 3 clusters Score -1774421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1774430.000000 Penalty: 4723.314941
	Iteration 22Q: 3 clusters Score -1774430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1774436.250000 Penalty: 4723.314941
	Iteration 23Q: 3 clusters Score -1774436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1774448.375000 Penalty: 4723.314941
	Iteration 24Q: 3 clusters Score -1774448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1774456.625000 Penalty: 4723.314941
	Iteration 25Q: 3 clusters Score -1774457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1774457.750000 Penalty: 4723.314941
	Iteration 26Q: 3 clusters Score -1774458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1774464.250000 Penalty: 4723.314941
	Iteration 27Q: 3 clusters Score -1774464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1774467.500000 Penalty: 4723.314941
	Iteration 28Q: 3 clusters Score -1774468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1774476.375000 Penalty: 4723.314941
	Iteration 29Q: 3 clusters Score -1774476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1774481.375000 Penalty: 4723.314941
	Iteration 30Q: 3 clusters Score -1774481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1774484.500000 Penalty: 4723.314941
	Iteration 31Q: 3 clusters Score -1774484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1774486.875000 Penalty: 4723.314941
	Iteration 32Q: 3 clusters Score -1774487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1774490.875000 Penalty: 4723.314941
	Iteration 33Q: 3 clusters Score -1774491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1774490.750000 Penalty: 4723.314941
	Iteration 34Q: 3 clusters Score -1774491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1774494.000000 Penalty: 4723.314941
	Iteration 35Q: 3 clusters Score -1774494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1774495.625000 Penalty: 4723.314941
	Iteration 36Q: 3 clusters Score -1774496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1774496.500000 Penalty: 4723.314941
	Iteration 37Q: 3 clusters Score -1774496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1774497.250000 Penalty: 4723.314941
	Iteration 38Q: 3 clusters Score -1774497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1774496.375000 Penalty: 4723.314941
	Iteration 39Q: 3 clusters Score -1774496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1774497.625000 Penalty: 4723.314941
	Iteration 40F: 3 clusters Score -1774498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1774499.125000 Penalty: 4723.314941
	Iteration 41Q: 3 clusters Score -1774499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1774495.625000 Penalty: 4723.314941
	Iteration 42Q: 3 clusters Score -1774496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1774495.625000 Penalty: 4723.314941
	Iteration 43F: 3 clusters Score -1774496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Entering Unmasked Estep 
Score: -5588567.500000 Penalty: 2635.626709
	Iteration 0F: 2 clusters Score -5588568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5560668.500000 Penalty: 5271.253418
	Iteration 0F: 3 clusters Score -5560668 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5570991.500000 Penalty: 5271.253418
	Iteration 1F: 3 clusters Score -5570992 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5571501.500000 Penalty: 5271.253418
	Iteration 2Q: 3 clusters Score -5571502 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5572002.000000 Penalty: 5271.253418
	Iteration 3Q: 3 clusters Score -5572002 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5572546.000000 Penalty: 5271.253418
	Iteration 4Q: 3 clusters Score -5572546 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5573341.000000 Penalty: 5271.253418
	Iteration 5Q: 3 clusters Score -5573341 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5574556.500000 Penalty: 5271.253418
	Iteration 6F: 3 clusters Score -5574556 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -5576425.500000 Penalty: 5271.253418
	Iteration 7F: 3 clusters Score -5576426 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -5578939.000000 Penalty: 5271.253418
	Iteration 8F: 3 clusters Score -5578939 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5581808.000000 Penalty: 5271.253418
	Iteration 9F: 3 clusters Score -5581808 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5584041.000000 Penalty: 5271.253418
	Iteration 10F: 3 clusters Score -5584041 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5585199.500000 Penalty: 5271.253418
	Iteration 11Q: 3 clusters Score -5585200 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5585722.500000 Penalty: 5271.253418
	Iteration 12Q: 3 clusters Score -5585722 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5585951.500000 Penalty: 5271.253418
	Iteration 13Q: 3 clusters Score -5585952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5586063.500000 Penalty: 5271.253418
	Iteration 14Q: 3 clusters Score -5586064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5586127.500000 Penalty: 5271.253418
	Iteration 15Q: 3 clusters Score -5586128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5586190.500000 Penalty: 5271.253418
	Iteration 16Q: 3 clusters Score -5586190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5586237.000000 Penalty: 5271.253418
	Iteration 17Q: 3 clusters Score -5586237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5586258.500000 Penalty: 5271.253418
	Iteration 18Q: 3 clusters Score -5586258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5586279.500000 Penalty: 5271.253418
	Iteration 19Q: 3 clusters Score -5586280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5586303.000000 Penalty: 5271.253418
	Iteration 20F: 3 clusters Score -5586303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5586310.000000 Penalty: 5271.253418
	Iteration 21Q: 3 clusters Score -5586310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5586333.000000 Penalty: 5271.253418
	Iteration 22Q: 3 clusters Score -5586333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5586338.000000 Penalty: 5271.253418
	Iteration 23Q: 3 clusters Score -5586338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5586338.000000 Penalty: 5271.253418
	Iteration 24Q: 3 clusters Score -5586338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5586339.500000 Penalty: 5271.253418
	Iteration 25Q: 3 clusters Score -5586340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5586339.500000 Penalty: 5271.253418
	Iteration 26Q: 3 clusters Score -5586340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5586345.000000 Penalty: 5271.253418
	Iteration 27Q: 3 clusters Score -5586345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5586339.000000 Penalty: 5271.253418
	Iteration 28Q: 3 clusters Score -5586339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5586346.000000 Penalty: 5271.253418
	Iteration 29Q: 3 clusters Score -5586346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5586350.000000 Penalty: 5271.253418
	Iteration 30Q: 3 clusters Score -5586350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5586353.500000 Penalty: 5271.253418
	Iteration 31Q: 3 clusters Score -5586354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5586353.000000 Penalty: 5271.253418
	Iteration 32Q: 3 clusters Score -5586353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5586355.000000 Penalty: 5271.253418
	Iteration 33Q: 3 clusters Score -5586355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5586355.000000 Penalty: 5271.253418
	Iteration 34F: 3 clusters Score -5586355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -1200309.125000 Penalty: 2257.068848
	Iteration 0F: 2 clusters Score -1200309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1193163.875000 Penalty: 4514.137695
	Iteration 0F: 3 clusters Score -1193164 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1195220.750000 Penalty: 4514.137695
	Iteration 1F: 3 clusters Score -1195221 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1195533.875000 Penalty: 4514.137695
	Iteration 2F: 3 clusters Score -1195534 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1195712.875000 Penalty: 4514.137695
	Iteration 3F: 3 clusters Score -1195713 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1195835.875000 Penalty: 4514.137695
	Iteration 4Q: 3 clusters Score -1195836 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1195921.375000 Penalty: 4514.137695
	Iteration 5Q: 3 clusters Score -1195921 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1195989.000000 Penalty: 4514.137695
	Iteration 6Q: 3 clusters Score -1195989 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1196053.250000 Penalty: 4514.137695
	Iteration 7Q: 3 clusters Score -1196053 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1196101.000000 Penalty: 4514.137695
	Iteration 8Q: 3 clusters Score -1196101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1196143.625000 Penalty: 4514.137695
	Iteration 9Q: 3 clusters Score -1196144 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1196178.625000 Penalty: 4514.137695
	Iteration 10Q: 3 clusters Score -1196179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1196209.375000 Penalty: 4514.137695
	Iteration 11Q: 3 clusters Score -1196209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1196247.250000 Penalty: 4514.137695
	Iteration 12Q: 3 clusters Score -1196247 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1196281.250000 Penalty: 4514.137695
	Iteration 13Q: 3 clusters Score -1196281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1196306.000000 Penalty: 4514.137695
	Iteration 14Q: 3 clusters Score -1196306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1196323.750000 Penalty: 4514.137695
	Iteration 15Q: 3 clusters Score -1196324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1196348.250000 Penalty: 4514.137695
	Iteration 16Q: 3 clusters Score -1196348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1196367.750000 Penalty: 4514.137695
	Iteration 17Q: 3 clusters Score -1196368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1196388.625000 Penalty: 4514.137695
	Iteration 18Q: 3 clusters Score -1196389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1196410.500000 Penalty: 4514.137695
	Iteration 19Q: 3 clusters Score -1196410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1196435.125000 Penalty: 4514.137695
	Iteration 20F: 3 clusters Score -1196435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1196461.000000 Penalty: 4514.137695
	Iteration 21Q: 3 clusters Score -1196461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1196495.125000 Penalty: 4514.137695
	Iteration 22Q: 3 clusters Score -1196495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1196539.625000 Penalty: 4514.137695
	Iteration 23Q: 3 clusters Score -1196540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1196578.875000 Penalty: 4514.137695
	Iteration 24Q: 3 clusters Score -1196579 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1196632.750000 Penalty: 4514.137695
	Iteration 25Q: 3 clusters Score -1196633 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1196685.625000 Penalty: 4514.137695
	Iteration 26Q: 3 clusters Score -1196686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1196744.375000 Penalty: 4514.137695
	Iteration 27Q: 3 clusters Score -1196744 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1196807.625000 Penalty: 4514.137695
	Iteration 28Q: 3 clusters Score -1196808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1196881.000000 Penalty: 4514.137695
	Iteration 29Q: 3 clusters Score -1196881 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1196958.875000 Penalty: 4514.137695
	Iteration 30Q: 3 clusters Score -1196959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1197070.625000 Penalty: 4514.137695
	Iteration 31Q: 3 clusters Score -1197071 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1197207.875000 Penalty: 4514.137695
	Iteration 32Q: 3 clusters Score -1197208 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1197353.625000 Penalty: 4514.137695
	Iteration 33Q: 3 clusters Score -1197354 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1197496.125000 Penalty: 4514.137695
	Iteration 34Q: 3 clusters Score -1197496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1197637.125000 Penalty: 4514.137695
	Iteration 35Q: 3 clusters Score -1197637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1197755.000000 Penalty: 4514.137695
	Iteration 36Q: 3 clusters Score -1197755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1197855.000000 Penalty: 4514.137695
	Iteration 37Q: 3 clusters Score -1197855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1197943.750000 Penalty: 4514.137695
	Iteration 38Q: 3 clusters Score -1197944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1198023.625000 Penalty: 4514.137695
	Iteration 39Q: 3 clusters Score -1198024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1198073.625000 Penalty: 4514.137695
	Iteration 40F: 3 clusters Score -1198074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1198116.375000 Penalty: 4514.137695
	Iteration 41Q: 3 clusters Score -1198116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1198148.500000 Penalty: 4514.137695
	Iteration 42Q: 3 clusters Score -1198148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1198181.000000 Penalty: 4514.137695
	Iteration 43Q: 3 clusters Score -1198181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1198205.125000 Penalty: 4514.137695
	Iteration 44Q: 3 clusters Score -1198205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1198231.125000 Penalty: 4514.137695
	Iteration 45Q: 3 clusters Score -1198231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1198253.375000 Penalty: 4514.137695
	Iteration 46Q: 3 clusters Score -1198253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1198271.375000 Penalty: 4514.137695
	Iteration 47Q: 3 clusters Score -1198271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1198286.250000 Penalty: 4514.137695
	Iteration 48Q: 3 clusters Score -1198286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1198298.250000 Penalty: 4514.137695
	Iteration 49Q: 3 clusters Score -1198298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1198308.375000 Penalty: 4514.137695
	Iteration 50Q: 3 clusters Score -1198308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1198314.250000 Penalty: 4514.137695
	Iteration 51Q: 3 clusters Score -1198314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1198317.625000 Penalty: 4514.137695
	Iteration 52Q: 3 clusters Score -1198318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1198321.750000 Penalty: 4514.137695
	Iteration 53Q: 3 clusters Score -1198322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1198325.500000 Penalty: 4514.137695
	Iteration 54Q: 3 clusters Score -1198326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1198327.500000 Penalty: 4514.137695
	Iteration 55Q: 3 clusters Score -1198328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1198329.000000 Penalty: 4514.137695
	Iteration 56Q: 3 clusters Score -1198329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1198335.000000 Penalty: 4514.137695
	Iteration 57Q: 3 clusters Score -1198335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1198337.000000 Penalty: 4514.137695
	Iteration 58Q: 3 clusters Score -1198337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1198338.375000 Penalty: 4514.137695
	Iteration 59Q: 3 clusters Score -1198338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1198342.125000 Penalty: 4514.137695
	Iteration 60F: 3 clusters Score -1198342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (118857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118857 members 
Entering Unmasked Estep 
Score: -14799708.000000 Penalty: 2898.047852
	Iteration 0F: 2 clusters Score -1.479971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -14720289.000000 Penalty: 5796.095703
	Iteration 0F: 3 clusters Score -1.472029e+07 nChanged 56339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -14753103.000000 Penalty: 5796.095703
	Iteration 1F: 3 clusters Score -1.47531e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -14754376.000000 Penalty: 5796.095703
	Iteration 2Q: 3 clusters Score -1.475438e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -14756202.000000 Penalty: 5796.095703
	Iteration 3Q: 3 clusters Score -1.47562e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -14758967.000000 Penalty: 5796.095703
	Iteration 4Q: 3 clusters Score -1.475897e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -14763710.000000 Penalty: 5796.095703
	Iteration 5F: 3 clusters Score -1.476371e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -14771306.000000 Penalty: 5796.095703
	Iteration 6F: 3 clusters Score -1.477131e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -14780798.000000 Penalty: 5796.095703
	Iteration 7F: 3 clusters Score -1.47808e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -14789315.000000 Penalty: 5796.095703
	Iteration 8F: 3 clusters Score -1.478932e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -14794180.000000 Penalty: 5796.095703
	Iteration 9Q: 3 clusters Score -1.479418e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14796204.000000 Penalty: 5796.095703
	Iteration 10Q: 3 clusters Score -1.47962e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14796890.000000 Penalty: 5796.095703
	Iteration 11Q: 3 clusters Score -1.479689e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118021 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14797120.000000 Penalty: 5796.095703
	Iteration 12Q: 3 clusters Score -1.479712e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14797239.000000 Penalty: 5796.095703
	Iteration 13Q: 3 clusters Score -1.479724e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14797273.000000 Penalty: 5796.095703
	Iteration 14Q: 3 clusters Score -1.479727e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14797312.000000 Penalty: 5796.095703
	Iteration 15Q: 3 clusters Score -1.479731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14797344.000000 Penalty: 5796.095703
	Iteration 16Q: 3 clusters Score -1.479734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14797370.000000 Penalty: 5796.095703
	Iteration 17Q: 3 clusters Score -1.479737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14797373.000000 Penalty: 5796.095703
	Iteration 18Q: 3 clusters Score -1.479737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14797376.000000 Penalty: 5796.095703
	Iteration 19Q: 3 clusters Score -1.479738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14797367.000000 Penalty: 5796.095703
	Iteration 20F: 3 clusters Score -1.479737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14797372.000000 Penalty: 5796.095703
	Iteration 21Q: 3 clusters Score -1.479737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14797396.000000 Penalty: 5796.095703
	Iteration 22Q: 3 clusters Score -1.47974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14797392.000000 Penalty: 5796.095703
	Iteration 23Q: 3 clusters Score -1.479739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14797408.000000 Penalty: 5796.095703
	Iteration 24Q: 3 clusters Score -1.479741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14797422.000000 Penalty: 5796.095703
	Iteration 25Q: 3 clusters Score -1.479742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14797408.000000 Penalty: 5796.095703
	Iteration 26Q: 3 clusters Score -1.479741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14797417.000000 Penalty: 5796.095703
	Iteration 27Q: 3 clusters Score -1.479742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14797420.000000 Penalty: 5796.095703
	Iteration 28Q: 3 clusters Score -1.479742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14797425.000000 Penalty: 5796.095703
	Iteration 29Q: 3 clusters Score -1.479742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14797431.000000 Penalty: 5796.095703
	Iteration 30Q: 3 clusters Score -1.479743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14797436.000000 Penalty: 5796.095703
	Iteration 31Q: 3 clusters Score -1.479744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14797424.000000 Penalty: 5796.095703
	Iteration 32Q: 3 clusters Score -1.479742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14797418.000000 Penalty: 5796.095703
	Iteration 33Q: 3 clusters Score -1.479742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14797426.000000 Penalty: 5796.095703
	Iteration 34Q: 3 clusters Score -1.479743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14797432.000000 Penalty: 5796.095703
	Iteration 35Q: 3 clusters Score -1.479743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118247 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14797433.000000 Penalty: 5796.095703
	Iteration 36Q: 3 clusters Score -1.479743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14797427.000000 Penalty: 5796.095703
	Iteration 37Q: 3 clusters Score -1.479743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14797439.000000 Penalty: 5796.095703
	Iteration 38Q: 3 clusters Score -1.479744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14797433.000000 Penalty: 5796.095703
	Iteration 39Q: 3 clusters Score -1.479743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14797436.000000 Penalty: 5796.095703
	Iteration 40F: 3 clusters Score -1.479744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14797430.000000 Penalty: 5796.095703
	Iteration 41Q: 3 clusters Score -1.479743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14797428.000000 Penalty: 5796.095703
	Iteration 42Q: 3 clusters Score -1.479743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14797440.000000 Penalty: 5796.095703
	Iteration 43Q: 3 clusters Score -1.479744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14797435.000000 Penalty: 5796.095703
	Iteration 44Q: 3 clusters Score -1.479744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14797430.000000 Penalty: 5796.095703
	Iteration 45Q: 3 clusters Score -1.479743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14797430.000000 Penalty: 5796.095703
	Iteration 46F: 3 clusters Score -1.479743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Entering Unmasked Estep 
Score: -10295983.000000 Penalty: 2789.657959
	Iteration 0F: 2 clusters Score -1.029598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -10244649.000000 Penalty: 5579.315918
	Iteration 0F: 3 clusters Score -1.024465e+07 nChanged 36025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -10265167.000000 Penalty: 5579.315918
	Iteration 1F: 3 clusters Score -1.026517e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -10266150.000000 Penalty: 5579.315918
	Iteration 2Q: 3 clusters Score -1.026615e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -10267411.000000 Penalty: 5579.315918
	Iteration 3Q: 3 clusters Score -1.026741e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -10269408.000000 Penalty: 5579.315918
	Iteration 4F: 3 clusters Score -1.026941e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10272704.000000 Penalty: 5579.315918
	Iteration 5F: 3 clusters Score -1.02727e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -10277894.000000 Penalty: 5579.315918
	Iteration 6F: 3 clusters Score -1.027789e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -10283939.000000 Penalty: 5579.315918
	Iteration 7F: 3 clusters Score -1.028394e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -10288789.000000 Penalty: 5579.315918
	Iteration 8F: 3 clusters Score -1.028879e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -10291465.000000 Penalty: 5579.315918
	Iteration 9Q: 3 clusters Score -1.029146e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -10292654.000000 Penalty: 5579.315918
	Iteration 10Q: 3 clusters Score -1.029265e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -10293108.000000 Penalty: 5579.315918
	Iteration 11Q: 3 clusters Score -1.029311e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -10293268.000000 Penalty: 5579.315918
	Iteration 12Q: 3 clusters Score -1.029327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -10293354.000000 Penalty: 5579.315918
	Iteration 13Q: 3 clusters Score -1.029335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -10293404.000000 Penalty: 5579.315918
	Iteration 14Q: 3 clusters Score -1.02934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -10293429.000000 Penalty: 5579.315918
	Iteration 15Q: 3 clusters Score -1.029343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -10293446.000000 Penalty: 5579.315918
	Iteration 16Q: 3 clusters Score -1.029345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -10293459.000000 Penalty: 5579.315918
	Iteration 17Q: 3 clusters Score -1.029346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -10293479.000000 Penalty: 5579.315918
	Iteration 18Q: 3 clusters Score -1.029348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -10293480.000000 Penalty: 5579.315918
	Iteration 19Q: 3 clusters Score -1.029348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -10293485.000000 Penalty: 5579.315918
	Iteration 20F: 3 clusters Score -1.029348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -10293489.000000 Penalty: 5579.315918
	Iteration 21Q: 3 clusters Score -1.029349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -10293489.000000 Penalty: 5579.315918
	Iteration 22F: 3 clusters Score -1.029349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Entering Unmasked Estep 
Score: -2335511.750000 Penalty: 2419.883301
	Iteration 0F: 2 clusters Score -2335512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2323212.500000 Penalty: 4839.766602
	Iteration 0F: 3 clusters Score -2323212 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2327319.500000 Penalty: 4839.766602
	Iteration 1F: 3 clusters Score -2327320 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2327799.500000 Penalty: 4839.766602
	Iteration 2F: 3 clusters Score -2327800 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2328289.500000 Penalty: 4839.766602
	Iteration 3F: 3 clusters Score -2328290 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2328837.750000 Penalty: 4839.766602
	Iteration 4F: 3 clusters Score -2328838 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2329371.000000 Penalty: 4839.766602
	Iteration 5F: 3 clusters Score -2329371 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2329917.750000 Penalty: 4839.766602
	Iteration 6F: 3 clusters Score -2329918 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2330435.750000 Penalty: 4839.766602
	Iteration 7Q: 3 clusters Score -2330436 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2330857.750000 Penalty: 4839.766602
	Iteration 8Q: 3 clusters Score -2330858 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2331259.500000 Penalty: 4839.766602
	Iteration 9Q: 3 clusters Score -2331260 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2331613.250000 Penalty: 4839.766602
	Iteration 10Q: 3 clusters Score -2331613 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2331978.000000 Penalty: 4839.766602
	Iteration 11Q: 3 clusters Score -2331978 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2332308.750000 Penalty: 4839.766602
	Iteration 12Q: 3 clusters Score -2332309 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2332607.750000 Penalty: 4839.766602
	Iteration 13Q: 3 clusters Score -2332608 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2332920.250000 Penalty: 4839.766602
	Iteration 14Q: 3 clusters Score -2332920 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2333219.250000 Penalty: 4839.766602
	Iteration 15Q: 3 clusters Score -2333219 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2333478.000000 Penalty: 4839.766602
	Iteration 16Q: 3 clusters Score -2333478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2333704.500000 Penalty: 4839.766602
	Iteration 17Q: 3 clusters Score -2333704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2333860.250000 Penalty: 4839.766602
	Iteration 18Q: 3 clusters Score -2333860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2333952.250000 Penalty: 4839.766602
	Iteration 19Q: 3 clusters Score -2333952 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2334030.250000 Penalty: 4839.766602
	Iteration 20F: 3 clusters Score -2334030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2334060.250000 Penalty: 4839.766602
	Iteration 21Q: 3 clusters Score -2334060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2334099.750000 Penalty: 4839.766602
	Iteration 22Q: 3 clusters Score -2334100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2334118.750000 Penalty: 4839.766602
	Iteration 23Q: 3 clusters Score -2334119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2334137.000000 Penalty: 4839.766602
	Iteration 24Q: 3 clusters Score -2334137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2334153.000000 Penalty: 4839.766602
	Iteration 25Q: 3 clusters Score -2334153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2334163.250000 Penalty: 4839.766602
	Iteration 26Q: 3 clusters Score -2334163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2334164.000000 Penalty: 4839.766602
	Iteration 27Q: 3 clusters Score -2334164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2334167.500000 Penalty: 4839.766602
	Iteration 28Q: 3 clusters Score -2334168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2334168.250000 Penalty: 4839.766602
	Iteration 29Q: 3 clusters Score -2334168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2334169.750000 Penalty: 4839.766602
	Iteration 30Q: 3 clusters Score -2334170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2334170.000000 Penalty: 4839.766602
	Iteration 31Q: 3 clusters Score -2334170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2334171.250000 Penalty: 4839.766602
	Iteration 32Q: 3 clusters Score -2334171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2334172.750000 Penalty: 4839.766602
	Iteration 33Q: 3 clusters Score -2334173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2334171.750000 Penalty: 4839.766602
	Iteration 34Q: 3 clusters Score -2334172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2334171.250000 Penalty: 4839.766602
	Iteration 35Q: 3 clusters Score -2334171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2334175.000000 Penalty: 4839.766602
	Iteration 36Q: 3 clusters Score -2334175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2334175.250000 Penalty: 4839.766602
	Iteration 37Q: 3 clusters Score -2334175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2334179.500000 Penalty: 4839.766602
	Iteration 38Q: 3 clusters Score -2334180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2334176.000000 Penalty: 4839.766602
	Iteration 39Q: 3 clusters Score -2334176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2334176.750000 Penalty: 4839.766602
	Iteration 40F: 3 clusters Score -2334177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2334177.750000 Penalty: 4839.766602
	Iteration 41Q: 3 clusters Score -2334178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2334182.750000 Penalty: 4839.766602
	Iteration 42Q: 3 clusters Score -2334183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2334182.750000 Penalty: 4839.766602
	Iteration 43F: 3 clusters Score -2334183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -854756.312500 Penalty: 2186.064453
	Iteration 0F: 2 clusters Score -854756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -849158.187500 Penalty: 4372.128906
	Iteration 0F: 3 clusters Score -849158.2 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -850692.625000 Penalty: 4372.128906
	Iteration 1F: 3 clusters Score -850692.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -851043.187500 Penalty: 4372.128906
	Iteration 2F: 3 clusters Score -851043.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -851338.250000 Penalty: 4372.128906
	Iteration 3F: 3 clusters Score -851338.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -851628.687500 Penalty: 4372.128906
	Iteration 4F: 3 clusters Score -851628.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -851915.000000 Penalty: 4372.128906
	Iteration 5F: 3 clusters Score -851915 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -852179.375000 Penalty: 4372.128906
	Iteration 6Q: 3 clusters Score -852179.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -852435.375000 Penalty: 4372.128906
	Iteration 7Q: 3 clusters Score -852435.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -852622.875000 Penalty: 4372.128906
	Iteration 8Q: 3 clusters Score -852622.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -852769.937500 Penalty: 4372.128906
	Iteration 9Q: 3 clusters Score -852769.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -852903.875000 Penalty: 4372.128906
	Iteration 10Q: 3 clusters Score -852903.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -853040.812500 Penalty: 4372.128906
	Iteration 11Q: 3 clusters Score -853040.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -853181.625000 Penalty: 4372.128906
	Iteration 12Q: 3 clusters Score -853181.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -853305.187500 Penalty: 4372.128906
	Iteration 13Q: 3 clusters Score -853305.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -853394.562500 Penalty: 4372.128906
	Iteration 14Q: 3 clusters Score -853394.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -853459.500000 Penalty: 4372.128906
	Iteration 15Q: 3 clusters Score -853459.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -853511.250000 Penalty: 4372.128906
	Iteration 16Q: 3 clusters Score -853511.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -853546.375000 Penalty: 4372.128906
	Iteration 17Q: 3 clusters Score -853546.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -853573.000000 Penalty: 4372.128906
	Iteration 18Q: 3 clusters Score -853573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -853591.687500 Penalty: 4372.128906
	Iteration 19Q: 3 clusters Score -853591.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -853626.125000 Penalty: 4372.128906
	Iteration 20F: 3 clusters Score -853626.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -853648.875000 Penalty: 4372.128906
	Iteration 21Q: 3 clusters Score -853648.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -853672.062500 Penalty: 4372.128906
	Iteration 22Q: 3 clusters Score -853672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -853686.500000 Penalty: 4372.128906
	Iteration 23Q: 3 clusters Score -853686.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -853698.187500 Penalty: 4372.128906
	Iteration 24Q: 3 clusters Score -853698.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -853709.250000 Penalty: 4372.128906
	Iteration 25Q: 3 clusters Score -853709.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -853716.750000 Penalty: 4372.128906
	Iteration 26Q: 3 clusters Score -853716.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -853720.687500 Penalty: 4372.128906
	Iteration 27Q: 3 clusters Score -853720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -853723.687500 Penalty: 4372.128906
	Iteration 28Q: 3 clusters Score -853723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -853724.312500 Penalty: 4372.128906
	Iteration 29Q: 3 clusters Score -853724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -853726.125000 Penalty: 4372.128906
	Iteration 30Q: 3 clusters Score -853726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -853726.750000 Penalty: 4372.128906
	Iteration 31Q: 3 clusters Score -853726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -853726.812500 Penalty: 4372.128906
	Iteration 32Q: 3 clusters Score -853726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -853726.812500 Penalty: 4372.128906
	Iteration 33F: 3 clusters Score -853726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Entering Unmasked Estep 
Score: -436928.093750 Penalty: 2022.814575
	Iteration 0F: 2 clusters Score -436928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -433367.843750 Penalty: 4045.629150
	Iteration 0F: 3 clusters Score -433367.8 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -434144.781250 Penalty: 4045.629150
	Iteration 1F: 3 clusters Score -434144.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -434348.406250 Penalty: 4045.629150
	Iteration 2F: 3 clusters Score -434348.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -434481.531250 Penalty: 4045.629150
	Iteration 3F: 3 clusters Score -434481.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -434573.000000 Penalty: 4045.629150
	Iteration 4Q: 3 clusters Score -434573 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -434650.406250 Penalty: 4045.629150
	Iteration 5Q: 3 clusters Score -434650.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -434744.875000 Penalty: 4045.629150
	Iteration 6Q: 3 clusters Score -434744.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -434834.687500 Penalty: 4045.629150
	Iteration 7Q: 3 clusters Score -434834.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -434924.750000 Penalty: 4045.629150
	Iteration 8Q: 3 clusters Score -434924.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -435035.531250 Penalty: 4045.629150
	Iteration 9Q: 3 clusters Score -435035.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -435170.093750 Penalty: 4045.629150
	Iteration 10Q: 3 clusters Score -435170.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -435290.281250 Penalty: 4045.629150
	Iteration 11Q: 3 clusters Score -435290.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -435383.500000 Penalty: 4045.629150
	Iteration 12Q: 3 clusters Score -435383.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -435449.093750 Penalty: 4045.629150
	Iteration 13Q: 3 clusters Score -435449.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -435513.500000 Penalty: 4045.629150
	Iteration 14Q: 3 clusters Score -435513.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -435552.468750 Penalty: 4045.629150
	Iteration 15Q: 3 clusters Score -435552.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -435573.281250 Penalty: 4045.629150
	Iteration 16Q: 3 clusters Score -435573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -435583.156250 Penalty: 4045.629150
	Iteration 17Q: 3 clusters Score -435583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -435589.875000 Penalty: 4045.629150
	Iteration 18Q: 3 clusters Score -435589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -435596.718750 Penalty: 4045.629150
	Iteration 19Q: 3 clusters Score -435596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -435601.875000 Penalty: 4045.629150
	Iteration 20F: 3 clusters Score -435601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -435610.781250 Penalty: 4045.629150
	Iteration 21Q: 3 clusters Score -435610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -435620.281250 Penalty: 4045.629150
	Iteration 22Q: 3 clusters Score -435620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -435627.187500 Penalty: 4045.629150
	Iteration 23Q: 3 clusters Score -435627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -435630.687500 Penalty: 4045.629150
	Iteration 24Q: 3 clusters Score -435630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -435634.468750 Penalty: 4045.629150
	Iteration 25Q: 3 clusters Score -435634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -435637.718750 Penalty: 4045.629150
	Iteration 26Q: 3 clusters Score -435637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -435640.687500 Penalty: 4045.629150
	Iteration 27Q: 3 clusters Score -435640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -435643.312500 Penalty: 4045.629150
	Iteration 28Q: 3 clusters Score -435643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -435644.093750 Penalty: 4045.629150
	Iteration 29Q: 3 clusters Score -435644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -435645.250000 Penalty: 4045.629150
	Iteration 30Q: 3 clusters Score -435645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -435645.500000 Penalty: 4045.629150
	Iteration 31Q: 3 clusters Score -435645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -435645.500000 Penalty: 4045.629150
	Iteration 32F: 3 clusters Score -435645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128279 members 
Mstep: Class 7 contains 227066 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21013 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79738 members 
Mstep: Class 16 contains 140103 members 
Mstep: Class 17 contains 69324 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 125370 members 
Mstep: Class 20 contains 105929 members 
Mstep: Class 21 contains 4660 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118857 members 
Mstep: Class 30 contains 76774 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128336.000000 Penalty: 119358.375000
Iteration 239Q: 35 clusters Score -1.811283e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 28018 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128276 members 
Mstep: Class 7 contains 227244 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21012 members 
Mstep: Class 13 contains 67924 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79805 members 
Mstep: Class 16 contains 138728 members 
Mstep: Class 17 contains 69336 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 126399 members 
Mstep: Class 20 contains 105892 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21472 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3683 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118933 members 
Mstep: Class 30 contains 76896 members 
Mstep: Class 31 contains 17284 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 3485 members 
Mstep: Class 34 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129184.000000 Penalty: 119358.375000
Iteration 240F: 35 clusters Score -1.811292e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28032 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 6 contains 128269 members 
Mstep: Class 7 contains 227415 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21011 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 79714 members 
Mstep: Class 16 contains 137513 members 
Mstep: Class 17 contains 69352 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 127365 members 
Mstep: Class 20 contains 105848 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21474 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41266 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118880 members 
Mstep: Class 30 contains 76893 members 
Mstep: Class 31 contains 17291 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128944.000000 Penalty: 119358.375000
Iteration 241Q: 35 clusters Score -1.811289e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 28056 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128265 members 
Mstep: Class 7 contains 227556 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 67926 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 79662 members 
Mstep: Class 16 contains 136321 members 
Mstep: Class 17 contains 69364 members 
Mstep: Class 18 contains 15249 members 
Mstep: Class 19 contains 128330 members 
Mstep: Class 20 contains 105830 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21471 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 41267 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118826 members 
Mstep: Class 30 contains 76904 members 
Mstep: Class 31 contains 17296 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 13528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128960.000000 Penalty: 119358.375000
Iteration 242Q: 35 clusters Score -1.81129e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 28070 members 
Mstep: Class 4 contains 19061 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 128258 members 
Mstep: Class 7 contains 227731 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 21022 members 
Mstep: Class 13 contains 67929 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 79618 members 
Mstep: Class 16 contains 135183 members 
Mstep: Class 17 contains 69370 members 
Mstep: Class 18 contains 15248 members 
Mstep: Class 19 contains 129273 members 
Mstep: Class 20 contains 105802 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21471 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118759 members 
Mstep: Class 30 contains 76920 members 
Mstep: Class 31 contains 17306 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 3479 members 
Mstep: Class 34 contains 13594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129440.000000 Penalty: 119358.375000
Iteration 243Q: 35 clusters Score -1.811294e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 28091 members 
Mstep: Class 4 contains 19033 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 128253 members 
Mstep: Class 7 contains 227912 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 21026 members 
Mstep: Class 13 contains 67930 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 79589 members 
Mstep: Class 16 contains 134128 members 
Mstep: Class 17 contains 69383 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 130146 members 
Mstep: Class 20 contains 105763 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21471 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 4127 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 41277 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118708 members 
Mstep: Class 30 contains 76925 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 6735 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 13632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129152.000000 Penalty: 119358.375000
Iteration 244Q: 35 clusters Score -1.811292e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28111 members 
Mstep: Class 4 contains 19012 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 128248 members 
Mstep: Class 7 contains 228049 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 21028 members 
Mstep: Class 13 contains 67935 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79579 members 
Mstep: Class 16 contains 133086 members 
Mstep: Class 17 contains 69392 members 
Mstep: Class 18 contains 15236 members 
Mstep: Class 19 contains 131043 members 
Mstep: Class 20 contains 105744 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 41288 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118636 members 
Mstep: Class 30 contains 76939 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 13666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129136.000000 Penalty: 119358.375000
Iteration 245Q: 35 clusters Score -1.811291e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28133 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 128243 members 
Mstep: Class 7 contains 228183 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 21026 members 
Mstep: Class 13 contains 67937 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79586 members 
Mstep: Class 16 contains 132101 members 
Mstep: Class 17 contains 69401 members 
Mstep: Class 18 contains 15233 members 
Mstep: Class 19 contains 131891 members 
Mstep: Class 20 contains 105738 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 4202 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 41293 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118609 members 
Mstep: Class 30 contains 76920 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 13695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129264.000000 Penalty: 119358.375000
Iteration 246Q: 35 clusters Score -1.811293e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 28163 members 
Mstep: Class 4 contains 18972 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 128236 members 
Mstep: Class 7 contains 228334 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21022 members 
Mstep: Class 13 contains 67942 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79580 members 
Mstep: Class 16 contains 131264 members 
Mstep: Class 17 contains 69405 members 
Mstep: Class 18 contains 15236 members 
Mstep: Class 19 contains 132563 members 
Mstep: Class 20 contains 105735 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 41296 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118602 members 
Mstep: Class 30 contains 76912 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 6735 members 
Mstep: Class 33 contains 3482 members 
Mstep: Class 34 contains 13723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129232.000000 Penalty: 119358.375000
Iteration 247Q: 35 clusters Score -1.811292e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 28187 members 
Mstep: Class 4 contains 18954 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 128230 members 
Mstep: Class 7 contains 228478 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 21023 members 
Mstep: Class 13 contains 67945 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79572 members 
Mstep: Class 16 contains 130516 members 
Mstep: Class 17 contains 69412 members 
Mstep: Class 18 contains 15238 members 
Mstep: Class 19 contains 133161 members 
Mstep: Class 20 contains 105738 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21479 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4221 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 41291 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118590 members 
Mstep: Class 30 contains 76917 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 3482 members 
Mstep: Class 34 contains 13740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129616.000000 Penalty: 119358.375000
Iteration 248Q: 35 clusters Score -1.811296e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 28201 members 
Mstep: Class 4 contains 18937 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 128226 members 
Mstep: Class 7 contains 228610 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21026 members 
Mstep: Class 13 contains 67953 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79560 members 
Mstep: Class 16 contains 129849 members 
Mstep: Class 17 contains 69421 members 
Mstep: Class 18 contains 15238 members 
Mstep: Class 19 contains 133743 members 
Mstep: Class 20 contains 105711 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21485 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 41295 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 118566 members 
Mstep: Class 30 contains 76908 members 
Mstep: Class 31 contains 17341 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129632.000000 Penalty: 119358.375000
Iteration 249Q: 35 clusters Score -1.811296e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 28226 members 
Mstep: Class 4 contains 18910 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 128218 members 
Mstep: Class 7 contains 228700 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 21014 members 
Mstep: Class 13 contains 67949 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79566 members 
Mstep: Class 16 contains 129302 members 
Mstep: Class 17 contains 69432 members 
Mstep: Class 18 contains 15236 members 
Mstep: Class 19 contains 134271 members 
Mstep: Class 20 contains 105670 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 21487 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 41300 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 118537 members 
Mstep: Class 30 contains 76900 members 
Mstep: Class 31 contains 17343 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129584.000000 Penalty: 119358.375000
Iteration 250Q: 35 clusters Score -1.811296e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28252 members 
Mstep: Class 4 contains 18889 members 
Mstep: Class 5 contains 8343 members 
Mstep: Class 6 contains 128210 members 
Mstep: Class 7 contains 228773 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4415 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 21016 members 
Mstep: Class 13 contains 67947 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 79563 members 
Mstep: Class 16 contains 128806 members 
Mstep: Class 17 contains 69432 members 
Mstep: Class 18 contains 15238 members 
Mstep: Class 19 contains 134777 members 
Mstep: Class 20 contains 105615 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 7830 members 
Mstep: Class 23 contains 21495 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4244 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118493 members 
Mstep: Class 30 contains 76889 members 
Mstep: Class 31 contains 17350 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129392.000000 Penalty: 119358.375000
Iteration 251Q: 35 clusters Score -1.811294e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 28274 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 128200 members 
Mstep: Class 7 contains 228780 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 67943 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 79562 members 
Mstep: Class 16 contains 128377 members 
Mstep: Class 17 contains 69440 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 135268 members 
Mstep: Class 20 contains 105572 members 
Mstep: Class 21 contains 4660 members 
Mstep: Class 22 contains 7831 members 
Mstep: Class 23 contains 21506 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 41307 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118423 members 
Mstep: Class 30 contains 76891 members 
Mstep: Class 31 contains 17362 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129424.000000 Penalty: 119358.375000
Iteration 252Q: 35 clusters Score -1.811294e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28295 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128184 members 
Mstep: Class 7 contains 228795 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 21014 members 
Mstep: Class 13 contains 67942 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79575 members 
Mstep: Class 16 contains 128025 members 
Mstep: Class 17 contains 69443 members 
Mstep: Class 18 contains 15235 members 
Mstep: Class 19 contains 135635 members 
Mstep: Class 20 contains 105535 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21520 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118402 members 
Mstep: Class 30 contains 76890 members 
Mstep: Class 31 contains 17364 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 13785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129312.000000 Penalty: 119358.375000
Iteration 253Q: 35 clusters Score -1.811293e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6508 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 18872 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128172 members 
Mstep: Class 7 contains 228808 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 67937 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 79575 members 
Mstep: Class 16 contains 127742 members 
Mstep: Class 17 contains 69456 members 
Mstep: Class 18 contains 15227 members 
Mstep: Class 19 contains 135948 members 
Mstep: Class 20 contains 105504 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21532 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118366 members 
Mstep: Class 30 contains 76896 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3479 members 
Mstep: Class 34 contains 13793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129248.000000 Penalty: 119358.375000
Iteration 254Q: 35 clusters Score -1.811292e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128169 members 
Mstep: Class 7 contains 228783 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 67940 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79579 members 
Mstep: Class 16 contains 127551 members 
Mstep: Class 17 contains 69463 members 
Mstep: Class 18 contains 15223 members 
Mstep: Class 19 contains 136183 members 
Mstep: Class 20 contains 105495 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21536 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118342 members 
Mstep: Class 30 contains 76881 members 
Mstep: Class 31 contains 17358 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 3479 members 
Mstep: Class 34 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129552.000000 Penalty: 119358.375000
Iteration 255Q: 35 clusters Score -1.811296e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28356 members 
Mstep: Class 4 contains 18857 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128165 members 
Mstep: Class 7 contains 228745 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 21028 members 
Mstep: Class 13 contains 67944 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79582 members 
Mstep: Class 16 contains 127443 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15218 members 
Mstep: Class 19 contains 136290 members 
Mstep: Class 20 contains 105495 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21539 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4251 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 41302 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118381 members 
Mstep: Class 30 contains 76863 members 
Mstep: Class 31 contains 17367 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 13806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129296.000000 Penalty: 119358.375000
Iteration 256Q: 35 clusters Score -1.811293e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 18850 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 128160 members 
Mstep: Class 7 contains 228730 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 21023 members 
Mstep: Class 13 contains 67938 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79576 members 
Mstep: Class 16 contains 127346 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15217 members 
Mstep: Class 19 contains 136412 members 
Mstep: Class 20 contains 105481 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21548 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 41294 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118402 members 
Mstep: Class 30 contains 76850 members 
Mstep: Class 31 contains 17370 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 13811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129040.000000 Penalty: 119358.375000
Iteration 257Q: 35 clusters Score -1.81129e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 28384 members 
Mstep: Class 4 contains 18842 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 128153 members 
Mstep: Class 7 contains 228699 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 67935 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 79572 members 
Mstep: Class 16 contains 127309 members 
Mstep: Class 17 contains 69473 members 
Mstep: Class 18 contains 15218 members 
Mstep: Class 19 contains 136470 members 
Mstep: Class 20 contains 105455 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21555 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 41292 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118406 members 
Mstep: Class 30 contains 76851 members 
Mstep: Class 31 contains 17373 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181128624.000000 Penalty: 119358.375000
Iteration 258Q: 35 clusters Score -1.811286e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 18837 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 6 contains 128150 members 
Mstep: Class 7 contains 228669 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67934 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 79562 members 
Mstep: Class 16 contains 127320 members 
Mstep: Class 17 contains 69470 members 
Mstep: Class 18 contains 15217 members 
Mstep: Class 19 contains 136476 members 
Mstep: Class 20 contains 105456 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21560 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 41290 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118404 members 
Mstep: Class 30 contains 76855 members 
Mstep: Class 31 contains 17374 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 13837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129056.000000 Penalty: 119358.375000
Iteration 259Q: 35 clusters Score -1.811291e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18831 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 128144 members 
Mstep: Class 7 contains 228625 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 67934 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 79555 members 
Mstep: Class 16 contains 127410 members 
Mstep: Class 17 contains 69468 members 
Mstep: Class 18 contains 15215 members 
Mstep: Class 19 contains 136451 members 
Mstep: Class 20 contains 105445 members 
Mstep: Class 21 contains 4662 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21565 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 41290 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118392 members 
Mstep: Class 30 contains 76858 members 
Mstep: Class 31 contains 17373 members 
Mstep: Class 32 contains 6726 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129280.000000 Penalty: 119358.375000
Iteration 260F: 35 clusters Score -1.811293e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18815 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 128137 members 
Mstep: Class 7 contains 228563 members 
Mstep: Class 8 contains 4655 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 21063 members 
Mstep: Class 13 contains 67937 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79556 members 
Mstep: Class 16 contains 127583 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15215 members 
Mstep: Class 19 contains 136383 members 
Mstep: Class 20 contains 105416 members 
Mstep: Class 21 contains 4661 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21567 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 41294 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118374 members 
Mstep: Class 30 contains 76848 members 
Mstep: Class 31 contains 17373 members 
Mstep: Class 32 contains 6725 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129440.000000 Penalty: 119358.375000
Iteration 261Q: 35 clusters Score -1.811294e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 28442 members 
Mstep: Class 4 contains 18811 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 128134 members 
Mstep: Class 7 contains 228472 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 21070 members 
Mstep: Class 13 contains 67937 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79560 members 
Mstep: Class 16 contains 127793 members 
Mstep: Class 17 contains 69464 members 
Mstep: Class 18 contains 15216 members 
Mstep: Class 19 contains 136278 members 
Mstep: Class 20 contains 105390 members 
Mstep: Class 21 contains 4664 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21568 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 41298 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118367 members 
Mstep: Class 30 contains 76829 members 
Mstep: Class 31 contains 17371 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129488.000000 Penalty: 119358.375000
Iteration 262Q: 35 clusters Score -1.811295e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 28446 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 128125 members 
Mstep: Class 7 contains 228387 members 
Mstep: Class 8 contains 4654 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 67935 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79563 members 
Mstep: Class 16 contains 128070 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15212 members 
Mstep: Class 19 contains 136140 members 
Mstep: Class 20 contains 105372 members 
Mstep: Class 21 contains 4666 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21575 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 41303 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118347 members 
Mstep: Class 30 contains 76807 members 
Mstep: Class 31 contains 17367 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 13873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129408.000000 Penalty: 119358.375000
Iteration 263Q: 35 clusters Score -1.811294e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 28451 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 128118 members 
Mstep: Class 7 contains 228286 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 67935 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79568 members 
Mstep: Class 16 contains 128408 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15207 members 
Mstep: Class 19 contains 135939 members 
Mstep: Class 20 contains 105350 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4264 members 
Mstep: Class 26 contains 13679 members 
Mstep: Class 27 contains 41309 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118327 members 
Mstep: Class 30 contains 76776 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 6726 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129648.000000 Penalty: 119358.375000
Iteration 264Q: 35 clusters Score -1.811296e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 28452 members 
Mstep: Class 4 contains 18813 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 128112 members 
Mstep: Class 7 contains 228180 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 21080 members 
Mstep: Class 13 contains 67933 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79565 members 
Mstep: Class 16 contains 128747 members 
Mstep: Class 17 contains 69467 members 
Mstep: Class 18 contains 15204 members 
Mstep: Class 19 contains 135733 members 
Mstep: Class 20 contains 105327 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21592 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 41313 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118338 members 
Mstep: Class 30 contains 76746 members 
Mstep: Class 31 contains 17362 members 
Mstep: Class 32 contains 6719 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 13903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129760.000000 Penalty: 119358.375000
Iteration 265Q: 35 clusters Score -1.811298e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 28452 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128104 members 
Mstep: Class 7 contains 228073 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 67930 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79568 members 
Mstep: Class 16 contains 129135 members 
Mstep: Class 17 contains 69457 members 
Mstep: Class 18 contains 15202 members 
Mstep: Class 19 contains 135493 members 
Mstep: Class 20 contains 105293 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21600 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 41314 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118340 members 
Mstep: Class 30 contains 76724 members 
Mstep: Class 31 contains 17359 members 
Mstep: Class 32 contains 6716 members 
Mstep: Class 33 contains 3470 members 
Mstep: Class 34 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181129984.000000 Penalty: 119358.375000
Iteration 266Q: 35 clusters Score -1.8113e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 128099 members 
Mstep: Class 7 contains 227950 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 67920 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79565 members 
Mstep: Class 16 contains 129516 members 
Mstep: Class 17 contains 69457 members 
Mstep: Class 18 contains 15196 members 
Mstep: Class 19 contains 135292 members 
Mstep: Class 20 contains 105253 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21604 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 41314 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 118356 members 
Mstep: Class 30 contains 76693 members 
Mstep: Class 31 contains 17356 members 
Mstep: Class 32 contains 6716 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130048.000000 Penalty: 119358.375000
Iteration 267Q: 35 clusters Score -1.8113e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 28458 members 
Mstep: Class 4 contains 18807 members 
Mstep: Class 5 contains 8343 members 
Mstep: Class 6 contains 128091 members 
Mstep: Class 7 contains 227814 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 5311 members 
Mstep: Class 12 contains 21082 members 
Mstep: Class 13 contains 67916 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79565 members 
Mstep: Class 16 contains 129985 members 
Mstep: Class 17 contains 69460 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 134995 members 
Mstep: Class 20 contains 105214 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21607 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 41315 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118348 members 
Mstep: Class 30 contains 76680 members 
Mstep: Class 31 contains 17354 members 
Mstep: Class 32 contains 6716 members 
Mstep: Class 33 contains 3467 members 
Mstep: Class 34 contains 13949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130320.000000 Penalty: 119358.375000
Iteration 268Q: 35 clusters Score -1.811303e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 28464 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 128082 members 
Mstep: Class 7 contains 227693 members 
Mstep: Class 8 contains 4626 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 21088 members 
Mstep: Class 13 contains 67910 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79560 members 
Mstep: Class 16 contains 130515 members 
Mstep: Class 17 contains 69459 members 
Mstep: Class 18 contains 15198 members 
Mstep: Class 19 contains 134614 members 
Mstep: Class 20 contains 105178 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21614 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 41315 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 118356 members 
Mstep: Class 30 contains 76681 members 
Mstep: Class 31 contains 17348 members 
Mstep: Class 32 contains 6714 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 13955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130528.000000 Penalty: 119358.375000
Iteration 269Q: 35 clusters Score -1.811305e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 28461 members 
Mstep: Class 4 contains 18801 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 128073 members 
Mstep: Class 7 contains 227579 members 
Mstep: Class 8 contains 4617 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 21087 members 
Mstep: Class 13 contains 67906 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79559 members 
Mstep: Class 16 contains 131084 members 
Mstep: Class 17 contains 69452 members 
Mstep: Class 18 contains 15196 members 
Mstep: Class 19 contains 134206 members 
Mstep: Class 20 contains 105123 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21626 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 41314 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 118362 members 
Mstep: Class 30 contains 76674 members 
Mstep: Class 31 contains 17343 members 
Mstep: Class 32 contains 6711 members 
Mstep: Class 33 contains 3468 members 
Mstep: Class 34 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181130832.000000 Penalty: 119358.375000
Iteration 270Q: 35 clusters Score -1.811308e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 128061 members 
Mstep: Class 7 contains 227487 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 21083 members 
Mstep: Class 13 contains 67901 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79558 members 
Mstep: Class 16 contains 131684 members 
Mstep: Class 17 contains 69451 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 133750 members 
Mstep: Class 20 contains 105060 members 
Mstep: Class 21 contains 4675 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21631 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 41314 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118388 members 
Mstep: Class 30 contains 76663 members 
Mstep: Class 31 contains 17339 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 3469 members 
Mstep: Class 34 contains 13969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131152.000000 Penalty: 119358.375000
Iteration 271Q: 35 clusters Score -1.811312e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 18790 members 
Mstep: Class 5 contains 8343 members 
Mstep: Class 6 contains 128049 members 
Mstep: Class 7 contains 227378 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 21073 members 
Mstep: Class 13 contains 67890 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79549 members 
Mstep: Class 16 contains 132345 members 
Mstep: Class 17 contains 69451 members 
Mstep: Class 18 contains 15202 members 
Mstep: Class 19 contains 133250 members 
Mstep: Class 20 contains 105003 members 
Mstep: Class 21 contains 4680 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21642 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 41309 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 118423 members 
Mstep: Class 30 contains 76644 members 
Mstep: Class 31 contains 17337 members 
Mstep: Class 32 contains 6710 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131248.000000 Penalty: 119358.375000
Iteration 272Q: 35 clusters Score -1.811312e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 28457 members 
Mstep: Class 4 contains 18791 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 128041 members 
Mstep: Class 7 contains 227308 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 21076 members 
Mstep: Class 13 contains 67889 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 79552 members 
Mstep: Class 16 contains 132982 members 
Mstep: Class 17 contains 69438 members 
Mstep: Class 18 contains 15205 members 
Mstep: Class 19 contains 132717 members 
Mstep: Class 20 contains 104942 members 
Mstep: Class 21 contains 4681 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21649 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 41305 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 118450 members 
Mstep: Class 30 contains 76618 members 
Mstep: Class 31 contains 17331 members 
Mstep: Class 32 contains 6710 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 13996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131280.000000 Penalty: 119358.375000
Iteration 273Q: 35 clusters Score -1.811313e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6477 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 128039 members 
Mstep: Class 7 contains 227210 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 21061 members 
Mstep: Class 13 contains 67884 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79551 members 
Mstep: Class 16 contains 133595 members 
Mstep: Class 17 contains 69430 members 
Mstep: Class 18 contains 15210 members 
Mstep: Class 19 contains 132198 members 
Mstep: Class 20 contains 104901 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21655 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 41303 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 118499 members 
Mstep: Class 30 contains 76594 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 6710 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131728.000000 Penalty: 119358.375000
Iteration 274Q: 35 clusters Score -1.811317e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 28449 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 128031 members 
Mstep: Class 7 contains 227104 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67879 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 79549 members 
Mstep: Class 16 contains 134204 members 
Mstep: Class 17 contains 69427 members 
Mstep: Class 18 contains 15214 members 
Mstep: Class 19 contains 131706 members 
Mstep: Class 20 contains 104861 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21664 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 41300 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118553 members 
Mstep: Class 30 contains 76568 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132192.000000 Penalty: 119358.375000
Iteration 275Q: 35 clusters Score -1.811322e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 28445 members 
Mstep: Class 4 contains 18792 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 128018 members 
Mstep: Class 7 contains 227026 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67877 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 79542 members 
Mstep: Class 16 contains 134852 members 
Mstep: Class 17 contains 69421 members 
Mstep: Class 18 contains 15224 members 
Mstep: Class 19 contains 131120 members 
Mstep: Class 20 contains 104841 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21668 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 41298 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118613 members 
Mstep: Class 30 contains 76545 members 
Mstep: Class 31 contains 17320 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3463 members 
Mstep: Class 34 contains 14014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132176.000000 Penalty: 119358.375000
Iteration 276Q: 35 clusters Score -1.811322e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28446 members 
Mstep: Class 4 contains 18792 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 128002 members 
Mstep: Class 7 contains 226950 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67871 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 79536 members 
Mstep: Class 16 contains 135526 members 
Mstep: Class 17 contains 69417 members 
Mstep: Class 18 contains 15225 members 
Mstep: Class 19 contains 130490 members 
Mstep: Class 20 contains 104830 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21679 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 41299 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118671 members 
Mstep: Class 30 contains 76523 members 
Mstep: Class 31 contains 17312 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 277Q: 35 clusters Score -1.81132e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 28445 members 
Mstep: Class 4 contains 18788 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 127993 members 
Mstep: Class 7 contains 226886 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67866 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79527 members 
Mstep: Class 16 contains 136224 members 
Mstep: Class 17 contains 69407 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 129866 members 
Mstep: Class 20 contains 104797 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21682 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41300 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118723 members 
Mstep: Class 30 contains 76510 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3461 members 
Mstep: Class 34 contains 14025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132176.000000 Penalty: 119358.375000
Iteration 278Q: 35 clusters Score -1.811322e+08 nChanged 1314
Entering ConstructFrom: 
Score: -181132176.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157694.765625 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157694.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158116.265625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158116.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158318.437500 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158318.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158568.109375 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158568.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158940.250000 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -158940.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -159442.656250 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159442.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -159703.453125 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -159703.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -159849.687500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -159895.187500 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -159907.468750 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -159911.250000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -159911.250000 Penalty: 3540.484131
	Iteration 11F: 3 clusters Score -159911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 127991 members 
Mstep: Class 7 contains 226834 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67865 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79518 members 
Mstep: Class 16 contains 136992 members 
Mstep: Class 17 contains 69399 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 129189 members 
Mstep: Class 20 contains 104778 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41297 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118753 members 
Mstep: Class 30 contains 76486 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14033 members 
Mstep: Class 35 contains 262 members 
Entering Unmasked Estep 
Score: -181129920.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132176.000000 to -181129920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -796899.000000 Penalty: 2176.067871
	Iteration 0F: 2 clusters Score -796899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -791453.312500 Penalty: 4352.135742
	Iteration 0F: 3 clusters Score -791453.3 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -792985.812500 Penalty: 4352.135742
	Iteration 1F: 3 clusters Score -792985.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -793380.937500 Penalty: 4352.135742
	Iteration 2F: 3 clusters Score -793380.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -793715.875000 Penalty: 4352.135742
	Iteration 3F: 3 clusters Score -793715.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -794025.187500 Penalty: 4352.135742
	Iteration 4F: 3 clusters Score -794025.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -794295.062500 Penalty: 4352.135742
	Iteration 5F: 3 clusters Score -794295.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -794563.312500 Penalty: 4352.135742
	Iteration 6F: 3 clusters Score -794563.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -794778.062500 Penalty: 4352.135742
	Iteration 7Q: 3 clusters Score -794778.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -794924.375000 Penalty: 4352.135742
	Iteration 8Q: 3 clusters Score -794924.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -795021.937500 Penalty: 4352.135742
	Iteration 9Q: 3 clusters Score -795021.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -795084.437500 Penalty: 4352.135742
	Iteration 10Q: 3 clusters Score -795084.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -795126.625000 Penalty: 4352.135742
	Iteration 11Q: 3 clusters Score -795126.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -795149.062500 Penalty: 4352.135742
	Iteration 12Q: 3 clusters Score -795149.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -795176.437500 Penalty: 4352.135742
	Iteration 13Q: 3 clusters Score -795176.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -795191.625000 Penalty: 4352.135742
	Iteration 14Q: 3 clusters Score -795191.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -795205.687500 Penalty: 4352.135742
	Iteration 15Q: 3 clusters Score -795205.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -795228.937500 Penalty: 4352.135742
	Iteration 16Q: 3 clusters Score -795228.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -795256.187500 Penalty: 4352.135742
	Iteration 17Q: 3 clusters Score -795256.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -795276.312500 Penalty: 4352.135742
	Iteration 18Q: 3 clusters Score -795276.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -795296.312500 Penalty: 4352.135742
	Iteration 19Q: 3 clusters Score -795296.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -795313.125000 Penalty: 4352.135742
	Iteration 20F: 3 clusters Score -795313.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -795328.750000 Penalty: 4352.135742
	Iteration 21Q: 3 clusters Score -795328.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -795338.937500 Penalty: 4352.135742
	Iteration 22Q: 3 clusters Score -795338.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -795349.062500 Penalty: 4352.135742
	Iteration 23Q: 3 clusters Score -795349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -795357.312500 Penalty: 4352.135742
	Iteration 24Q: 3 clusters Score -795357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -795363.500000 Penalty: 4352.135742
	Iteration 25Q: 3 clusters Score -795363.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -795372.750000 Penalty: 4352.135742
	Iteration 26Q: 3 clusters Score -795372.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -795385.937500 Penalty: 4352.135742
	Iteration 27Q: 3 clusters Score -795385.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -795391.750000 Penalty: 4352.135742
	Iteration 28Q: 3 clusters Score -795391.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -795396.875000 Penalty: 4352.135742
	Iteration 29Q: 3 clusters Score -795396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -795401.437500 Penalty: 4352.135742
	Iteration 30Q: 3 clusters Score -795401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -795407.437500 Penalty: 4352.135742
	Iteration 31Q: 3 clusters Score -795407.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -795411.250000 Penalty: 4352.135742
	Iteration 32Q: 3 clusters Score -795411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -795414.625000 Penalty: 4352.135742
	Iteration 33Q: 3 clusters Score -795414.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -795423.625000 Penalty: 4352.135742
	Iteration 34Q: 3 clusters Score -795423.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -795428.000000 Penalty: 4352.135742
	Iteration 35Q: 3 clusters Score -795428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -795432.812500 Penalty: 4352.135742
	Iteration 36Q: 3 clusters Score -795432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -795437.812500 Penalty: 4352.135742
	Iteration 37Q: 3 clusters Score -795437.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -795442.687500 Penalty: 4352.135742
	Iteration 38Q: 3 clusters Score -795442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -795448.250000 Penalty: 4352.135742
	Iteration 39Q: 3 clusters Score -795448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -795453.687500 Penalty: 4352.135742
	Iteration 40F: 3 clusters Score -795453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -795458.062500 Penalty: 4352.135742
	Iteration 41Q: 3 clusters Score -795458.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -795465.187500 Penalty: 4352.135742
	Iteration 42Q: 3 clusters Score -795465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -795469.500000 Penalty: 4352.135742
	Iteration 43Q: 3 clusters Score -795469.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -795476.812500 Penalty: 4352.135742
	Iteration 44Q: 3 clusters Score -795476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -795479.437500 Penalty: 4352.135742
	Iteration 45Q: 3 clusters Score -795479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -795486.687500 Penalty: 4352.135742
	Iteration 46Q: 3 clusters Score -795486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -795489.062500 Penalty: 4352.135742
	Iteration 47Q: 3 clusters Score -795489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -795494.000000 Penalty: 4352.135742
	Iteration 48Q: 3 clusters Score -795494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -795497.750000 Penalty: 4352.135742
	Iteration 49Q: 3 clusters Score -795497.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -795502.375000 Penalty: 4352.135742
	Iteration 50Q: 3 clusters Score -795502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -795506.750000 Penalty: 4352.135742
	Iteration 51Q: 3 clusters Score -795506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -795508.937500 Penalty: 4352.135742
	Iteration 52Q: 3 clusters Score -795508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -795512.750000 Penalty: 4352.135742
	Iteration 53Q: 3 clusters Score -795512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -795516.937500 Penalty: 4352.135742
	Iteration 54Q: 3 clusters Score -795516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -795526.812500 Penalty: 4352.135742
	Iteration 55Q: 3 clusters Score -795526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -795538.812500 Penalty: 4352.135742
	Iteration 56Q: 3 clusters Score -795538.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -795554.062500 Penalty: 4352.135742
	Iteration 57Q: 3 clusters Score -795554.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -795568.812500 Penalty: 4352.135742
	Iteration 58Q: 3 clusters Score -795568.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -795584.062500 Penalty: 4352.135742
	Iteration 59Q: 3 clusters Score -795584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -795596.562500 Penalty: 4352.135742
	Iteration 60F: 3 clusters Score -795596.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -795611.312500 Penalty: 4352.135742
	Iteration 61Q: 3 clusters Score -795611.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -795630.437500 Penalty: 4352.135742
	Iteration 62Q: 3 clusters Score -795630.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -795649.562500 Penalty: 4352.135742
	Iteration 63Q: 3 clusters Score -795649.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -795686.562500 Penalty: 4352.135742
	Iteration 64Q: 3 clusters Score -795686.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -795739.125000 Penalty: 4352.135742
	Iteration 65Q: 3 clusters Score -795739.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -795777.312500 Penalty: 4352.135742
	Iteration 66Q: 3 clusters Score -795777.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -795810.937500 Penalty: 4352.135742
	Iteration 67Q: 3 clusters Score -795810.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -795851.062500 Penalty: 4352.135742
	Iteration 68Q: 3 clusters Score -795851.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -795878.250000 Penalty: 4352.135742
	Iteration 69Q: 3 clusters Score -795878.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -795895.437500 Penalty: 4352.135742
	Iteration 70Q: 3 clusters Score -795895.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -795908.062500 Penalty: 4352.135742
	Iteration 71Q: 3 clusters Score -795908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -795923.062500 Penalty: 4352.135742
	Iteration 72Q: 3 clusters Score -795923.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -795935.500000 Penalty: 4352.135742
	Iteration 73Q: 3 clusters Score -795935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -795945.437500 Penalty: 4352.135742
	Iteration 74Q: 3 clusters Score -795945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -795948.062500 Penalty: 4352.135742
	Iteration 75Q: 3 clusters Score -795948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -795955.375000 Penalty: 4352.135742
	Iteration 76Q: 3 clusters Score -795955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -795964.875000 Penalty: 4352.135742
	Iteration 77Q: 3 clusters Score -795964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -795967.250000 Penalty: 4352.135742
	Iteration 78Q: 3 clusters Score -795967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -795967.562500 Penalty: 4352.135742
	Iteration 79Q: 3 clusters Score -795967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -795970.750000 Penalty: 4352.135742
	Iteration 80F: 3 clusters Score -795970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Entering Unmasked Estep 
Score: -3749488.500000 Penalty: 2543.376953
	Iteration 0F: 2 clusters Score -3749488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3729924.000000 Penalty: 5086.753906
	Iteration 0F: 3 clusters Score -3729924 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3736859.750000 Penalty: 5086.753906
	Iteration 1F: 3 clusters Score -3736860 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3737329.250000 Penalty: 5086.753906
	Iteration 2Q: 3 clusters Score -3737329 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3737754.250000 Penalty: 5086.753906
	Iteration 3Q: 3 clusters Score -3737754 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3738194.250000 Penalty: 5086.753906
	Iteration 4Q: 3 clusters Score -3738194 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3738682.500000 Penalty: 5086.753906
	Iteration 5Q: 3 clusters Score -3738682 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3739131.250000 Penalty: 5086.753906
	Iteration 6Q: 3 clusters Score -3739131 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3739619.000000 Penalty: 5086.753906
	Iteration 7Q: 3 clusters Score -3739619 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3740183.250000 Penalty: 5086.753906
	Iteration 8Q: 3 clusters Score -3740183 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3740774.250000 Penalty: 5086.753906
	Iteration 9Q: 3 clusters Score -3740774 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3741490.500000 Penalty: 5086.753906
	Iteration 10Q: 3 clusters Score -3741490 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3742216.000000 Penalty: 5086.753906
	Iteration 11Q: 3 clusters Score -3742216 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3743006.500000 Penalty: 5086.753906
	Iteration 12Q: 3 clusters Score -3743006 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3743982.000000 Penalty: 5086.753906
	Iteration 13Q: 3 clusters Score -3743982 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3745134.750000 Penalty: 5086.753906
	Iteration 14Q: 3 clusters Score -3745135 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3746122.750000 Penalty: 5086.753906
	Iteration 15Q: 3 clusters Score -3746123 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3746667.750000 Penalty: 5086.753906
	Iteration 16Q: 3 clusters Score -3746668 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3746954.750000 Penalty: 5086.753906
	Iteration 17Q: 3 clusters Score -3746955 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3747120.250000 Penalty: 5086.753906
	Iteration 18Q: 3 clusters Score -3747120 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3747204.250000 Penalty: 5086.753906
	Iteration 19Q: 3 clusters Score -3747204 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3747287.500000 Penalty: 5086.753906
	Iteration 20F: 3 clusters Score -3747288 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3747333.000000 Penalty: 5086.753906
	Iteration 21Q: 3 clusters Score -3747333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3747357.250000 Penalty: 5086.753906
	Iteration 22Q: 3 clusters Score -3747357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3747371.500000 Penalty: 5086.753906
	Iteration 23Q: 3 clusters Score -3747372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3747408.250000 Penalty: 5086.753906
	Iteration 24Q: 3 clusters Score -3747408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3747420.000000 Penalty: 5086.753906
	Iteration 25Q: 3 clusters Score -3747420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3747439.250000 Penalty: 5086.753906
	Iteration 26Q: 3 clusters Score -3747439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3747457.750000 Penalty: 5086.753906
	Iteration 27Q: 3 clusters Score -3747458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3747478.750000 Penalty: 5086.753906
	Iteration 28Q: 3 clusters Score -3747479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3747494.250000 Penalty: 5086.753906
	Iteration 29Q: 3 clusters Score -3747494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3747510.750000 Penalty: 5086.753906
	Iteration 30Q: 3 clusters Score -3747511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3747524.250000 Penalty: 5086.753906
	Iteration 31Q: 3 clusters Score -3747524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3747535.750000 Penalty: 5086.753906
	Iteration 32Q: 3 clusters Score -3747536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3747553.000000 Penalty: 5086.753906
	Iteration 33Q: 3 clusters Score -3747553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3747563.000000 Penalty: 5086.753906
	Iteration 34Q: 3 clusters Score -3747563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3747568.750000 Penalty: 5086.753906
	Iteration 35Q: 3 clusters Score -3747569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3747575.750000 Penalty: 5086.753906
	Iteration 36Q: 3 clusters Score -3747576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3747579.500000 Penalty: 5086.753906
	Iteration 37Q: 3 clusters Score -3747580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3747581.500000 Penalty: 5086.753906
	Iteration 38Q: 3 clusters Score -3747582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3747588.250000 Penalty: 5086.753906
	Iteration 39Q: 3 clusters Score -3747588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3747588.250000 Penalty: 5086.753906
	Iteration 40F: 3 clusters Score -3747588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3747600.250000 Penalty: 5086.753906
	Iteration 41Q: 3 clusters Score -3747600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3747606.500000 Penalty: 5086.753906
	Iteration 42Q: 3 clusters Score -3747606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3747615.250000 Penalty: 5086.753906
	Iteration 43Q: 3 clusters Score -3747615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3747621.250000 Penalty: 5086.753906
	Iteration 44Q: 3 clusters Score -3747621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3747622.500000 Penalty: 5086.753906
	Iteration 45Q: 3 clusters Score -3747622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3747620.250000 Penalty: 5086.753906
	Iteration 46Q: 3 clusters Score -3747620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3747627.500000 Penalty: 5086.753906
	Iteration 47Q: 3 clusters Score -3747628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3747632.750000 Penalty: 5086.753906
	Iteration 48Q: 3 clusters Score -3747633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3747629.000000 Penalty: 5086.753906
	Iteration 49Q: 3 clusters Score -3747629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3747627.250000 Penalty: 5086.753906
	Iteration 50Q: 3 clusters Score -3747627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3747629.000000 Penalty: 5086.753906
	Iteration 51Q: 3 clusters Score -3747629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3747629.500000 Penalty: 5086.753906
	Iteration 52Q: 3 clusters Score -3747630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3747628.250000 Penalty: 5086.753906
	Iteration 53Q: 3 clusters Score -3747628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3747631.750000 Penalty: 5086.753906
	Iteration 54Q: 3 clusters Score -3747632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3747632.750000 Penalty: 5086.753906
	Iteration 55Q: 3 clusters Score -3747633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3747634.750000 Penalty: 5086.753906
	Iteration 56Q: 3 clusters Score -3747635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3747635.750000 Penalty: 5086.753906
	Iteration 57Q: 3 clusters Score -3747636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3747637.500000 Penalty: 5086.753906
	Iteration 58Q: 3 clusters Score -3747638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3747634.000000 Penalty: 5086.753906
	Iteration 59Q: 3 clusters Score -3747634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3747638.250000 Penalty: 5086.753906
	Iteration 60F: 3 clusters Score -3747638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3747634.750000 Penalty: 5086.753906
	Iteration 61Q: 3 clusters Score -3747635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3747634.750000 Penalty: 5086.753906
	Iteration 62F: 3 clusters Score -3747635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Entering Unmasked Estep 
Score: -2537547.750000 Penalty: 2440.429443
	Iteration 0F: 2 clusters Score -2537548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2524255.000000 Penalty: 4880.858887
	Iteration 0F: 3 clusters Score -2524255 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2528576.750000 Penalty: 4880.858887
	Iteration 1F: 3 clusters Score -2528577 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2528922.750000 Penalty: 4880.858887
	Iteration 2F: 3 clusters Score -2528923 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2529194.250000 Penalty: 4880.858887
	Iteration 3Q: 3 clusters Score -2529194 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2529449.250000 Penalty: 4880.858887
	Iteration 4Q: 3 clusters Score -2529449 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2529749.500000 Penalty: 4880.858887
	Iteration 5Q: 3 clusters Score -2529750 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2530033.750000 Penalty: 4880.858887
	Iteration 6Q: 3 clusters Score -2530034 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2530353.500000 Penalty: 4880.858887
	Iteration 7Q: 3 clusters Score -2530354 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2530695.250000 Penalty: 4880.858887
	Iteration 8Q: 3 clusters Score -2530695 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2531110.500000 Penalty: 4880.858887
	Iteration 9Q: 3 clusters Score -2531110 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2531573.750000 Penalty: 4880.858887
	Iteration 10Q: 3 clusters Score -2531574 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2531991.750000 Penalty: 4880.858887
	Iteration 11Q: 3 clusters Score -2531992 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2532395.250000 Penalty: 4880.858887
	Iteration 12Q: 3 clusters Score -2532395 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2532787.000000 Penalty: 4880.858887
	Iteration 13Q: 3 clusters Score -2532787 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2533200.250000 Penalty: 4880.858887
	Iteration 14Q: 3 clusters Score -2533200 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2533609.250000 Penalty: 4880.858887
	Iteration 15Q: 3 clusters Score -2533609 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2534001.250000 Penalty: 4880.858887
	Iteration 16Q: 3 clusters Score -2534001 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2534326.250000 Penalty: 4880.858887
	Iteration 17Q: 3 clusters Score -2534326 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2534557.500000 Penalty: 4880.858887
	Iteration 18Q: 3 clusters Score -2534558 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2534738.750000 Penalty: 4880.858887
	Iteration 19Q: 3 clusters Score -2534739 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2534903.000000 Penalty: 4880.858887
	Iteration 20F: 3 clusters Score -2534903 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2535008.500000 Penalty: 4880.858887
	Iteration 21Q: 3 clusters Score -2535008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2535056.750000 Penalty: 4880.858887
	Iteration 22Q: 3 clusters Score -2535057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2535081.250000 Penalty: 4880.858887
	Iteration 23Q: 3 clusters Score -2535081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2535102.500000 Penalty: 4880.858887
	Iteration 24Q: 3 clusters Score -2535102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2535126.500000 Penalty: 4880.858887
	Iteration 25Q: 3 clusters Score -2535126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2535151.000000 Penalty: 4880.858887
	Iteration 26Q: 3 clusters Score -2535151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2535164.250000 Penalty: 4880.858887
	Iteration 27Q: 3 clusters Score -2535164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2535187.250000 Penalty: 4880.858887
	Iteration 28Q: 3 clusters Score -2535187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2535206.500000 Penalty: 4880.858887
	Iteration 29Q: 3 clusters Score -2535206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2535214.750000 Penalty: 4880.858887
	Iteration 30Q: 3 clusters Score -2535215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2535216.000000 Penalty: 4880.858887
	Iteration 31Q: 3 clusters Score -2535216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2535230.250000 Penalty: 4880.858887
	Iteration 32Q: 3 clusters Score -2535230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2535234.500000 Penalty: 4880.858887
	Iteration 33Q: 3 clusters Score -2535234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2535240.500000 Penalty: 4880.858887
	Iteration 34Q: 3 clusters Score -2535240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2535251.500000 Penalty: 4880.858887
	Iteration 35Q: 3 clusters Score -2535252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2535261.750000 Penalty: 4880.858887
	Iteration 36Q: 3 clusters Score -2535262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2535264.750000 Penalty: 4880.858887
	Iteration 37Q: 3 clusters Score -2535265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2535276.750000 Penalty: 4880.858887
	Iteration 38Q: 3 clusters Score -2535277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2535277.000000 Penalty: 4880.858887
	Iteration 39Q: 3 clusters Score -2535277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2535285.750000 Penalty: 4880.858887
	Iteration 40F: 3 clusters Score -2535286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2535292.000000 Penalty: 4880.858887
	Iteration 41Q: 3 clusters Score -2535292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2535299.000000 Penalty: 4880.858887
	Iteration 42Q: 3 clusters Score -2535299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2535299.500000 Penalty: 4880.858887
	Iteration 43Q: 3 clusters Score -2535300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2535306.000000 Penalty: 4880.858887
	Iteration 44Q: 3 clusters Score -2535306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2535308.500000 Penalty: 4880.858887
	Iteration 45Q: 3 clusters Score -2535308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2535305.500000 Penalty: 4880.858887
	Iteration 46Q: 3 clusters Score -2535306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2535314.500000 Penalty: 4880.858887
	Iteration 47Q: 3 clusters Score -2535314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2535322.750000 Penalty: 4880.858887
	Iteration 48Q: 3 clusters Score -2535323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2535321.750000 Penalty: 4880.858887
	Iteration 49Q: 3 clusters Score -2535322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2535321.750000 Penalty: 4880.858887
	Iteration 50Q: 3 clusters Score -2535322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2535320.500000 Penalty: 4880.858887
	Iteration 51Q: 3 clusters Score -2535320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2535327.000000 Penalty: 4880.858887
	Iteration 52Q: 3 clusters Score -2535327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2535337.500000 Penalty: 4880.858887
	Iteration 53Q: 3 clusters Score -2535338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2535347.250000 Penalty: 4880.858887
	Iteration 54Q: 3 clusters Score -2535347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2535346.500000 Penalty: 4880.858887
	Iteration 55Q: 3 clusters Score -2535346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2535348.500000 Penalty: 4880.858887
	Iteration 56Q: 3 clusters Score -2535348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2535351.000000 Penalty: 4880.858887
	Iteration 57Q: 3 clusters Score -2535351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2535363.250000 Penalty: 4880.858887
	Iteration 58Q: 3 clusters Score -2535363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2535361.000000 Penalty: 4880.858887
	Iteration 59Q: 3 clusters Score -2535361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2535372.750000 Penalty: 4880.858887
	Iteration 60F: 3 clusters Score -2535373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2535375.250000 Penalty: 4880.858887
	Iteration 61Q: 3 clusters Score -2535375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2535376.000000 Penalty: 4880.858887
	Iteration 62Q: 3 clusters Score -2535376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2535376.250000 Penalty: 4880.858887
	Iteration 63Q: 3 clusters Score -2535376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2535376.250000 Penalty: 4880.858887
	Iteration 64F: 3 clusters Score -2535376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -1031533.187500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -1031533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1024941.187500 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -1024941 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1026802.875000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -1026803 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1027184.562500 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -1027185 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1027476.625000 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -1027477 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1027707.562500 Penalty: 4477.639160
	Iteration 4F: 3 clusters Score -1027708 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1027867.500000 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -1027868 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1028002.375000 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -1028002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1028120.500000 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -1028120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1028252.250000 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -1028252 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1028376.187500 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -1028376 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1028492.875000 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -1028493 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1028594.062500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -1028594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1028677.500000 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -1028678 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1028754.625000 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -1028755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1028835.187500 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -1028835 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1028912.250000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -1028912 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1028995.687500 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -1028996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1029072.687500 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -1029073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1029130.750000 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -1029131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1029183.375000 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -1029183 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1029243.875000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -1029244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1029307.000000 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -1029307 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1029365.937500 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -1029366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1029404.812500 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -1029405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1029429.812500 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -1029430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1029458.562500 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -1029459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1029487.562500 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -1029488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1029507.812500 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -1029508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1029522.375000 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -1029522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1029537.312500 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -1029537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1029555.062500 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -1029555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1029577.812500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -1029578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1029598.437500 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -1029598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1029618.500000 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -1029618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1029635.250000 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -1029635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1029651.562500 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -1029652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1029661.312500 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -1029661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1029672.312500 Penalty: 4477.639160
	Iteration 37Q: 3 clusters Score -1029672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1029683.687500 Penalty: 4477.639160
	Iteration 38Q: 3 clusters Score -1029684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1029690.625000 Penalty: 4477.639160
	Iteration 39Q: 3 clusters Score -1029691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1029698.937500 Penalty: 4477.639160
	Iteration 40F: 3 clusters Score -1029699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1029707.937500 Penalty: 4477.639160
	Iteration 41Q: 3 clusters Score -1029708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1029720.125000 Penalty: 4477.639160
	Iteration 42Q: 3 clusters Score -1029720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1029726.812500 Penalty: 4477.639160
	Iteration 43Q: 3 clusters Score -1029727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1029737.812500 Penalty: 4477.639160
	Iteration 44Q: 3 clusters Score -1029738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1029748.062500 Penalty: 4477.639160
	Iteration 45Q: 3 clusters Score -1029748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1029762.312500 Penalty: 4477.639160
	Iteration 46Q: 3 clusters Score -1029762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1029770.500000 Penalty: 4477.639160
	Iteration 47Q: 3 clusters Score -1029770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1029777.437500 Penalty: 4477.639160
	Iteration 48Q: 3 clusters Score -1029777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1029781.625000 Penalty: 4477.639160
	Iteration 49Q: 3 clusters Score -1029782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1029784.000000 Penalty: 4477.639160
	Iteration 50Q: 3 clusters Score -1029784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1029787.250000 Penalty: 4477.639160
	Iteration 51Q: 3 clusters Score -1029787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1029788.687500 Penalty: 4477.639160
	Iteration 52Q: 3 clusters Score -1029789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1029794.625000 Penalty: 4477.639160
	Iteration 53Q: 3 clusters Score -1029795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1029794.187500 Penalty: 4477.639160
	Iteration 54Q: 3 clusters Score -1029794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1029794.500000 Penalty: 4477.639160
	Iteration 55Q: 3 clusters Score -1029794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1029794.500000 Penalty: 4477.639160
	Iteration 56F: 3 clusters Score -1029794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127991 members 
Entering Unmasked Estep 
Score: -16833142.000000 Penalty: 2916.409424
	Iteration 0F: 2 clusters Score -1.683314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -16748004.000000 Penalty: 5832.818848
	Iteration 0F: 3 clusters Score -1.6748e+07 nChanged 61199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -16782882.000000 Penalty: 5832.818848
	Iteration 1F: 3 clusters Score -1.678288e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -16784078.000000 Penalty: 5832.818848
	Iteration 2Q: 3 clusters Score -1.678408e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -16785572.000000 Penalty: 5832.818848
	Iteration 3Q: 3 clusters Score -1.678557e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -16787774.000000 Penalty: 5832.818848
	Iteration 4Q: 3 clusters Score -1.678777e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -16790824.000000 Penalty: 5832.818848
	Iteration 5F: 3 clusters Score -1.679082e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -16794458.000000 Penalty: 5832.818848
	Iteration 6F: 3 clusters Score -1.679446e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -16797922.000000 Penalty: 5832.818848
	Iteration 7F: 3 clusters Score -1.679792e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -16800640.000000 Penalty: 5832.818848
	Iteration 8F: 3 clusters Score -1.680064e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -16802522.000000 Penalty: 5832.818848
	Iteration 9Q: 3 clusters Score -1.680252e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -16803778.000000 Penalty: 5832.818848
	Iteration 10Q: 3 clusters Score -1.680378e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -16804650.000000 Penalty: 5832.818848
	Iteration 11Q: 3 clusters Score -1.680465e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -16805446.000000 Penalty: 5832.818848
	Iteration 12Q: 3 clusters Score -1.680545e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -16806198.000000 Penalty: 5832.818848
	Iteration 13Q: 3 clusters Score -1.68062e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -16807334.000000 Penalty: 5832.818848
	Iteration 14Q: 3 clusters Score -1.680733e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -16809002.000000 Penalty: 5832.818848
	Iteration 15Q: 3 clusters Score -1.6809e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -16811204.000000 Penalty: 5832.818848
	Iteration 16Q: 3 clusters Score -1.68112e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -16814066.000000 Penalty: 5832.818848
	Iteration 17Q: 3 clusters Score -1.681407e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -16817418.000000 Penalty: 5832.818848
	Iteration 18Q: 3 clusters Score -1.681742e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114401 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -16820874.000000 Penalty: 5832.818848
	Iteration 19Q: 3 clusters Score -1.682087e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -16824270.000000 Penalty: 5832.818848
	Iteration 20F: 3 clusters Score -1.682427e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -16826756.000000 Penalty: 5832.818848
	Iteration 21Q: 3 clusters Score -1.682676e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124087 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -16828354.000000 Penalty: 5832.818848
	Iteration 22Q: 3 clusters Score -1.682835e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125365 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -16829258.000000 Penalty: 5832.818848
	Iteration 23Q: 3 clusters Score -1.682926e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16829816.000000 Penalty: 5832.818848
	Iteration 24Q: 3 clusters Score -1.682982e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16830098.000000 Penalty: 5832.818848
	Iteration 25Q: 3 clusters Score -1.68301e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16830304.000000 Penalty: 5832.818848
	Iteration 26Q: 3 clusters Score -1.68303e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -16830428.000000 Penalty: 5832.818848
	Iteration 27Q: 3 clusters Score -1.683043e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16830500.000000 Penalty: 5832.818848
	Iteration 28Q: 3 clusters Score -1.68305e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16830542.000000 Penalty: 5832.818848
	Iteration 29Q: 3 clusters Score -1.683054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16830586.000000 Penalty: 5832.818848
	Iteration 30Q: 3 clusters Score -1.683059e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127315 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16830600.000000 Penalty: 5832.818848
	Iteration 31Q: 3 clusters Score -1.68306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127336 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16830606.000000 Penalty: 5832.818848
	Iteration 32Q: 3 clusters Score -1.683061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16830630.000000 Penalty: 5832.818848
	Iteration 33Q: 3 clusters Score -1.683063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16830642.000000 Penalty: 5832.818848
	Iteration 34Q: 3 clusters Score -1.683064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16830658.000000 Penalty: 5832.818848
	Iteration 35Q: 3 clusters Score -1.683066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16830654.000000 Penalty: 5832.818848
	Iteration 36Q: 3 clusters Score -1.683065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16830650.000000 Penalty: 5832.818848
	Iteration 37Q: 3 clusters Score -1.683065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16830650.000000 Penalty: 5832.818848
	Iteration 38Q: 3 clusters Score -1.683065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127391 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16830660.000000 Penalty: 5832.818848
	Iteration 39Q: 3 clusters Score -1.683066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16830660.000000 Penalty: 5832.818848
	Iteration 40F: 3 clusters Score -1.683066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16830666.000000 Penalty: 5832.818848
	Iteration 41Q: 3 clusters Score -1.683067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16830664.000000 Penalty: 5832.818848
	Iteration 42Q: 3 clusters Score -1.683066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16830680.000000 Penalty: 5832.818848
	Iteration 43Q: 3 clusters Score -1.683068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16830678.000000 Penalty: 5832.818848
	Iteration 44Q: 3 clusters Score -1.683068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16830680.000000 Penalty: 5832.818848
	Iteration 45Q: 3 clusters Score -1.683068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16830684.000000 Penalty: 5832.818848
	Iteration 46Q: 3 clusters Score -1.683068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16830680.000000 Penalty: 5832.818848
	Iteration 47Q: 3 clusters Score -1.683068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16830688.000000 Penalty: 5832.818848
	Iteration 48Q: 3 clusters Score -1.683069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16830694.000000 Penalty: 5832.818848
	Iteration 49Q: 3 clusters Score -1.683069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16830698.000000 Penalty: 5832.818848
	Iteration 50Q: 3 clusters Score -1.68307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16830698.000000 Penalty: 5832.818848
	Iteration 51Q: 3 clusters Score -1.68307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16830706.000000 Penalty: 5832.818848
	Iteration 52Q: 3 clusters Score -1.683071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16830706.000000 Penalty: 5832.818848
	Iteration 53Q: 3 clusters Score -1.683071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16830708.000000 Penalty: 5832.818848
	Iteration 54Q: 3 clusters Score -1.683071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16830706.000000 Penalty: 5832.818848
	Iteration 55Q: 3 clusters Score -1.683071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16830714.000000 Penalty: 5832.818848
	Iteration 56Q: 3 clusters Score -1.683071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16830712.000000 Penalty: 5832.818848
	Iteration 57Q: 3 clusters Score -1.683071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16830710.000000 Penalty: 5832.818848
	Iteration 58Q: 3 clusters Score -1.683071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16830710.000000 Penalty: 5832.818848
	Iteration 59Q: 3 clusters Score -1.683071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127453 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16830708.000000 Penalty: 5832.818848
	Iteration 60F: 3 clusters Score -1.683071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (226834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226834 members 
Entering Unmasked Estep 
Score: -30328988.000000 Penalty: 3058.329590
	Iteration 0F: 2 clusters Score -3.032899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -30191514.000000 Penalty: 6116.659180
	Iteration 0F: 3 clusters Score -3.019151e+07 nChanged 109034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -30255508.000000 Penalty: 6116.659180
	Iteration 1F: 3 clusters Score -3.025551e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 113400 members 
Entering Unmasked Estep 
Score: -30256384.000000 Penalty: 6116.659180
	Iteration 2Q: 3 clusters Score -3.025638e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -30257724.000000 Penalty: 6116.659180
	Iteration 3Q: 3 clusters Score -3.025772e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113868 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -30258954.000000 Penalty: 6116.659180
	Iteration 4Q: 3 clusters Score -3.025895e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -30260846.000000 Penalty: 6116.659180
	Iteration 5Q: 3 clusters Score -3.026085e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -30263292.000000 Penalty: 6116.659180
	Iteration 6Q: 3 clusters Score -3.026329e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 111904 members 
Entering Unmasked Estep 
Score: -30266620.000000 Penalty: 6116.659180
	Iteration 7Q: 3 clusters Score -3.026662e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -30271458.000000 Penalty: 6116.659180
	Iteration 8Q: 3 clusters Score -3.027146e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -30277758.000000 Penalty: 6116.659180
	Iteration 9F: 3 clusters Score -3.027776e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -30285976.000000 Penalty: 6116.659180
	Iteration 10F: 3 clusters Score -3.028598e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -30293864.000000 Penalty: 6116.659180
	Iteration 11F: 3 clusters Score -3.029386e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -30298298.000000 Penalty: 6116.659180
	Iteration 12Q: 3 clusters Score -3.02983e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -30300068.000000 Penalty: 6116.659180
	Iteration 13Q: 3 clusters Score -3.030007e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -30300636.000000 Penalty: 6116.659180
	Iteration 14Q: 3 clusters Score -3.030064e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -30300842.000000 Penalty: 6116.659180
	Iteration 15Q: 3 clusters Score -3.030084e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -30301050.000000 Penalty: 6116.659180
	Iteration 16Q: 3 clusters Score -3.030105e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -30301240.000000 Penalty: 6116.659180
	Iteration 17Q: 3 clusters Score -3.030124e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -30301370.000000 Penalty: 6116.659180
	Iteration 18Q: 3 clusters Score -3.030137e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -30301480.000000 Penalty: 6116.659180
	Iteration 19Q: 3 clusters Score -3.030148e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -30301648.000000 Penalty: 6116.659180
	Iteration 20F: 3 clusters Score -3.030165e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -30301642.000000 Penalty: 6116.659180
	Iteration 21Q: 3 clusters Score -3.030164e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -30301874.000000 Penalty: 6116.659180
	Iteration 22Q: 3 clusters Score -3.030187e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -30301976.000000 Penalty: 6116.659180
	Iteration 23Q: 3 clusters Score -3.030198e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -30302048.000000 Penalty: 6116.659180
	Iteration 24Q: 3 clusters Score -3.030205e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -30302134.000000 Penalty: 6116.659180
	Iteration 25Q: 3 clusters Score -3.030213e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -30302152.000000 Penalty: 6116.659180
	Iteration 26Q: 3 clusters Score -3.030215e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 122629 members 
Entering Unmasked Estep 
Score: -30302306.000000 Penalty: 6116.659180
	Iteration 27Q: 3 clusters Score -3.030231e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -30302482.000000 Penalty: 6116.659180
	Iteration 28Q: 3 clusters Score -3.030248e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -30302758.000000 Penalty: 6116.659180
	Iteration 29Q: 3 clusters Score -3.030276e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -30302888.000000 Penalty: 6116.659180
	Iteration 30Q: 3 clusters Score -3.030289e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -30303088.000000 Penalty: 6116.659180
	Iteration 31Q: 3 clusters Score -3.030309e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -30303252.000000 Penalty: 6116.659180
	Iteration 32Q: 3 clusters Score -3.030325e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -30303458.000000 Penalty: 6116.659180
	Iteration 33Q: 3 clusters Score -3.030346e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -30303864.000000 Penalty: 6116.659180
	Iteration 34Q: 3 clusters Score -3.030386e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -30304160.000000 Penalty: 6116.659180
	Iteration 35Q: 3 clusters Score -3.030416e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -30304490.000000 Penalty: 6116.659180
	Iteration 36Q: 3 clusters Score -3.030449e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 135977 members 
Entering Unmasked Estep 
Score: -30304788.000000 Penalty: 6116.659180
	Iteration 37Q: 3 clusters Score -3.030479e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 137806 members 
Entering Unmasked Estep 
Score: -30305172.000000 Penalty: 6116.659180
	Iteration 38Q: 3 clusters Score -3.030517e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -30305690.000000 Penalty: 6116.659180
	Iteration 39Q: 3 clusters Score -3.030569e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -30306186.000000 Penalty: 6116.659180
	Iteration 40F: 3 clusters Score -3.030619e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -30306634.000000 Penalty: 6116.659180
	Iteration 41Q: 3 clusters Score -3.030663e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -30307158.000000 Penalty: 6116.659180
	Iteration 42Q: 3 clusters Score -3.030716e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -30307932.000000 Penalty: 6116.659180
	Iteration 43Q: 3 clusters Score -3.030793e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -30308178.000000 Penalty: 6116.659180
	Iteration 44Q: 3 clusters Score -3.030818e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -30308696.000000 Penalty: 6116.659180
	Iteration 45Q: 3 clusters Score -3.03087e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 154766 members 
Entering Unmasked Estep 
Score: -30309286.000000 Penalty: 6116.659180
	Iteration 46Q: 3 clusters Score -3.030929e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 157361 members 
Entering Unmasked Estep 
Score: -30310050.000000 Penalty: 6116.659180
	Iteration 47Q: 3 clusters Score -3.031005e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -30310708.000000 Penalty: 6116.659180
	Iteration 48Q: 3 clusters Score -3.031071e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -30311498.000000 Penalty: 6116.659180
	Iteration 49Q: 3 clusters Score -3.03115e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -30312412.000000 Penalty: 6116.659180
	Iteration 50Q: 3 clusters Score -3.031241e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 168749 members 
Entering Unmasked Estep 
Score: -30313152.000000 Penalty: 6116.659180
	Iteration 51Q: 3 clusters Score -3.031315e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -30314012.000000 Penalty: 6116.659180
	Iteration 52Q: 3 clusters Score -3.031401e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -30315042.000000 Penalty: 6116.659180
	Iteration 53Q: 3 clusters Score -3.031504e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -30315934.000000 Penalty: 6116.659180
	Iteration 54Q: 3 clusters Score -3.031593e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -30316878.000000 Penalty: 6116.659180
	Iteration 55Q: 3 clusters Score -3.031688e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -30318036.000000 Penalty: 6116.659180
	Iteration 56Q: 3 clusters Score -3.031804e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 188412 members 
Entering Unmasked Estep 
Score: -30318842.000000 Penalty: 6116.659180
	Iteration 57Q: 3 clusters Score -3.031884e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 191973 members 
Entering Unmasked Estep 
Score: -30319812.000000 Penalty: 6116.659180
	Iteration 58Q: 3 clusters Score -3.031981e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -30320818.000000 Penalty: 6116.659180
	Iteration 59Q: 3 clusters Score -3.032082e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 199172 members 
Entering Unmasked Estep 
Score: -30322006.000000 Penalty: 6116.659180
	Iteration 60F: 3 clusters Score -3.032201e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 202706 members 
Entering Unmasked Estep 
Score: -30323418.000000 Penalty: 6116.659180
	Iteration 61Q: 3 clusters Score -3.032342e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 206108 members 
Entering Unmasked Estep 
Score: -30324620.000000 Penalty: 6116.659180
	Iteration 62Q: 3 clusters Score -3.032462e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -30325778.000000 Penalty: 6116.659180
	Iteration 63Q: 3 clusters Score -3.032578e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 211967 members 
Entering Unmasked Estep 
Score: -30326798.000000 Penalty: 6116.659180
	Iteration 64Q: 3 clusters Score -3.03268e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 214318 members 
Entering Unmasked Estep 
Score: -30327448.000000 Penalty: 6116.659180
	Iteration 65Q: 3 clusters Score -3.032745e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 216230 members 
Entering Unmasked Estep 
Score: -30327738.000000 Penalty: 6116.659180
	Iteration 66Q: 3 clusters Score -3.032774e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 217715 members 
Entering Unmasked Estep 
Score: -30327894.000000 Penalty: 6116.659180
	Iteration 67Q: 3 clusters Score -3.032789e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 218876 members 
Entering Unmasked Estep 
Score: -30327974.000000 Penalty: 6116.659180
	Iteration 68Q: 3 clusters Score -3.032797e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 219799 members 
Entering Unmasked Estep 
Score: -30328186.000000 Penalty: 6116.659180
	Iteration 69Q: 3 clusters Score -3.032819e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 220484 members 
Entering Unmasked Estep 
Score: -30328250.000000 Penalty: 6116.659180
	Iteration 70Q: 3 clusters Score -3.032825e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 221047 members 
Entering Unmasked Estep 
Score: -30328242.000000 Penalty: 6116.659180
	Iteration 71Q: 3 clusters Score -3.032824e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 221484 members 
Entering Unmasked Estep 
Score: -30328268.000000 Penalty: 6116.659180
	Iteration 72Q: 3 clusters Score -3.032827e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 221837 members 
Entering Unmasked Estep 
Score: -30328306.000000 Penalty: 6116.659180
	Iteration 73Q: 3 clusters Score -3.032831e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 222139 members 
Entering Unmasked Estep 
Score: -30328354.000000 Penalty: 6116.659180
	Iteration 74Q: 3 clusters Score -3.032835e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 222372 members 
Entering Unmasked Estep 
Score: -30328402.000000 Penalty: 6116.659180
	Iteration 75Q: 3 clusters Score -3.03284e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 222586 members 
Entering Unmasked Estep 
Score: -30328350.000000 Penalty: 6116.659180
	Iteration 76Q: 3 clusters Score -3.032835e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 222743 members 
Entering Unmasked Estep 
Score: -30328338.000000 Penalty: 6116.659180
	Iteration 77Q: 3 clusters Score -3.032834e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 222851 members 
Entering Unmasked Estep 
Score: -30328344.000000 Penalty: 6116.659180
	Iteration 78Q: 3 clusters Score -3.032834e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 222947 members 
Entering Unmasked Estep 
Score: -30328364.000000 Penalty: 6116.659180
	Iteration 79Q: 3 clusters Score -3.032836e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 223047 members 
Entering Unmasked Estep 
Score: -30328322.000000 Penalty: 6116.659180
	Iteration 80F: 3 clusters Score -3.032832e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 223126 members 
Entering Unmasked Estep 
Score: -30328304.000000 Penalty: 6116.659180
	Iteration 81Q: 3 clusters Score -3.03283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 223201 members 
Entering Unmasked Estep 
Score: -30328324.000000 Penalty: 6116.659180
	Iteration 82Q: 3 clusters Score -3.032832e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 223263 members 
Entering Unmasked Estep 
Score: -30328336.000000 Penalty: 6116.659180
	Iteration 83Q: 3 clusters Score -3.032834e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 223313 members 
Entering Unmasked Estep 
Score: -30328316.000000 Penalty: 6116.659180
	Iteration 84Q: 3 clusters Score -3.032832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 223358 members 
Entering Unmasked Estep 
Score: -30328322.000000 Penalty: 6116.659180
	Iteration 85Q: 3 clusters Score -3.032832e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 223405 members 
Entering Unmasked Estep 
Score: -30328306.000000 Penalty: 6116.659180
	Iteration 86Q: 3 clusters Score -3.032831e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -30328286.000000 Penalty: 6116.659180
	Iteration 87Q: 3 clusters Score -3.032829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 223489 members 
Entering Unmasked Estep 
Score: -30328250.000000 Penalty: 6116.659180
	Iteration 88Q: 3 clusters Score -3.032825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 223515 members 
Entering Unmasked Estep 
Score: -30328208.000000 Penalty: 6116.659180
	Iteration 89Q: 3 clusters Score -3.032821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 223536 members 
Entering Unmasked Estep 
Score: -30328220.000000 Penalty: 6116.659180
	Iteration 90Q: 3 clusters Score -3.032822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 223550 members 
Entering Unmasked Estep 
Score: -30328220.000000 Penalty: 6116.659180
	Iteration 91Q: 3 clusters Score -3.032822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 223572 members 
Entering Unmasked Estep 
Score: -30328240.000000 Penalty: 6116.659180
	Iteration 92Q: 3 clusters Score -3.032824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 223583 members 
Entering Unmasked Estep 
Score: -30328260.000000 Penalty: 6116.659180
	Iteration 93Q: 3 clusters Score -3.032826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 223597 members 
Entering Unmasked Estep 
Score: -30328258.000000 Penalty: 6116.659180
	Iteration 94Q: 3 clusters Score -3.032826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 223601 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 95Q: 3 clusters Score -3.032827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 223603 members 
Entering Unmasked Estep 
Score: -30328276.000000 Penalty: 6116.659180
	Iteration 96Q: 3 clusters Score -3.032828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 223606 members 
Entering Unmasked Estep 
Score: -30328270.000000 Penalty: 6116.659180
	Iteration 97Q: 3 clusters Score -3.032827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 223606 members 
Entering Unmasked Estep 
Score: -30328270.000000 Penalty: 6116.659180
	Iteration 98Q: 3 clusters Score -3.032827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 99Q: 3 clusters Score -3.032827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 223608 members 
Entering Unmasked Estep 
Score: -30328248.000000 Penalty: 6116.659180
	Iteration 100F: 3 clusters Score -3.032825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 223612 members 
Entering Unmasked Estep 
Score: -30328270.000000 Penalty: 6116.659180
	Iteration 101Q: 3 clusters Score -3.032827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 223619 members 
Entering Unmasked Estep 
Score: -30328250.000000 Penalty: 6116.659180
	Iteration 102Q: 3 clusters Score -3.032825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -30328222.000000 Penalty: 6116.659180
	Iteration 103Q: 3 clusters Score -3.032822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 223636 members 
Entering Unmasked Estep 
Score: -30328232.000000 Penalty: 6116.659180
	Iteration 104Q: 3 clusters Score -3.032823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 223637 members 
Entering Unmasked Estep 
Score: -30328240.000000 Penalty: 6116.659180
	Iteration 105Q: 3 clusters Score -3.032824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -30328258.000000 Penalty: 6116.659180
	Iteration 106Q: 3 clusters Score -3.032826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 223651 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 107Q: 3 clusters Score -3.032827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 223662 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 108Q: 3 clusters Score -3.032827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 223668 members 
Entering Unmasked Estep 
Score: -30328254.000000 Penalty: 6116.659180
	Iteration 109Q: 3 clusters Score -3.032825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 223673 members 
Entering Unmasked Estep 
Score: -30328254.000000 Penalty: 6116.659180
	Iteration 110Q: 3 clusters Score -3.032825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 223678 members 
Entering Unmasked Estep 
Score: -30328256.000000 Penalty: 6116.659180
	Iteration 111Q: 3 clusters Score -3.032826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 223681 members 
Entering Unmasked Estep 
Score: -30328260.000000 Penalty: 6116.659180
	Iteration 112Q: 3 clusters Score -3.032826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -30328270.000000 Penalty: 6116.659180
	Iteration 113Q: 3 clusters Score -3.032827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 223681 members 
Entering Unmasked Estep 
Score: -30328262.000000 Penalty: 6116.659180
	Iteration 114Q: 3 clusters Score -3.032826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 115Q: 3 clusters Score -3.032827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -30328266.000000 Penalty: 6116.659180
	Iteration 116F: 3 clusters Score -3.032827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -575672.625000 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -575672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -571429.750000 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -571429.8 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -572483.750000 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -572483.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -572802.812500 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -572802.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -572981.812500 Penalty: 4179.924805
	Iteration 3F: 3 clusters Score -572981.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -573096.250000 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -573096.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -573199.750000 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -573199.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -573286.125000 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -573286.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -573355.437500 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -573355.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -573431.062500 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -573431.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -573489.375000 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -573489.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -573552.812500 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -573552.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -573618.625000 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -573618.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -573679.750000 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -573679.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -573730.062500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -573730.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -573781.000000 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -573781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -573828.125000 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -573828.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -573870.562500 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -573870.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -573899.125000 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -573899.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -573921.875000 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -573921.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -573937.875000 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -573937.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -573949.125000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -573949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -573962.687500 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -573962.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -573971.750000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -573971.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -573979.312500 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -573979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -573987.187500 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -573987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -573997.375000 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -573997.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -574003.625000 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -574003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -574007.312500 Penalty: 4179.924805
	Iteration 27Q: 3 clusters Score -574007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574012.625000 Penalty: 4179.924805
	Iteration 28Q: 3 clusters Score -574012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -574014.937500 Penalty: 4179.924805
	Iteration 29Q: 3 clusters Score -574014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -574017.750000 Penalty: 4179.924805
	Iteration 30Q: 3 clusters Score -574017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -574017.250000 Penalty: 4179.924805
	Iteration 31Q: 3 clusters Score -574017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -574016.687500 Penalty: 4179.924805
	Iteration 32Q: 3 clusters Score -574016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -574017.625000 Penalty: 4179.924805
	Iteration 33Q: 3 clusters Score -574017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -574020.562500 Penalty: 4179.924805
	Iteration 34Q: 3 clusters Score -574020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -574020.312500 Penalty: 4179.924805
	Iteration 35Q: 3 clusters Score -574020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -574021.562500 Penalty: 4179.924805
	Iteration 36Q: 3 clusters Score -574021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -574022.000000 Penalty: 4179.924805
	Iteration 37Q: 3 clusters Score -574022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -574022.812500 Penalty: 4179.924805
	Iteration 38Q: 3 clusters Score -574022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -574025.312500 Penalty: 4179.924805
	Iteration 39Q: 3 clusters Score -574025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -574026.625000 Penalty: 4179.924805
	Iteration 40F: 3 clusters Score -574026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -574029.875000 Penalty: 4179.924805
	Iteration 41Q: 3 clusters Score -574029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -574032.062500 Penalty: 4179.924805
	Iteration 42Q: 3 clusters Score -574032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574034.750000 Penalty: 4179.924805
	Iteration 43Q: 3 clusters Score -574034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -574034.437500 Penalty: 4179.924805
	Iteration 44Q: 3 clusters Score -574034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -574034.500000 Penalty: 4179.924805
	Iteration 45Q: 3 clusters Score -574034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -574035.312500 Penalty: 4179.924805
	Iteration 46Q: 3 clusters Score -574035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -574035.875000 Penalty: 4179.924805
	Iteration 47Q: 3 clusters Score -574035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574036.187500 Penalty: 4179.924805
	Iteration 48Q: 3 clusters Score -574036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -574036.250000 Penalty: 4179.924805
	Iteration 49Q: 3 clusters Score -574036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -574036.250000 Penalty: 4179.924805
	Iteration 50F: 3 clusters Score -574036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 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 637 members 
Entering Unmasked Estep 
Score: -159709.890625 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159709.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160323.890625 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160323.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160928.656250 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160928.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161517.875000 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161517.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161841.796875 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161841.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162062.671875 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -162062.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162207.843750 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -162207.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162393.734375 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162393.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162486.265625 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162490.578125 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -162494.843750 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162499.437500 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -162499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162505.484375 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -162505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -162512.859375 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -162512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162519.562500 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -162519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -162522.781250 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -162522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162524.046875 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -162524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162526.515625 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -162526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -162527.296875 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -162527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -162528.453125 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -162528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162529.062500 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -162529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 127991 members 
Mstep: Class 7 contains 226834 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67865 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79518 members 
Mstep: Class 16 contains 136992 members 
Mstep: Class 17 contains 69399 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 129189 members 
Mstep: Class 20 contains 104778 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41297 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118753 members 
Mstep: Class 30 contains 76486 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14033 members 
Mstep: Class 35 contains 841 members 
Entering Unmasked Estep 
Score: -181130624.000000 Penalty: 122868.914062
Splitting cluster 9 changes total score from -181132176.000000 to -181130624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Entering Unmasked Estep 
Score: -556349.625000 Penalty: 2100.429199
	Iteration 0F: 2 clusters Score -556349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -552024.750000 Penalty: 4200.858398
	Iteration 0F: 3 clusters Score -552024.8 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -553203.687500 Penalty: 4200.858398
	Iteration 1F: 3 clusters Score -553203.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -553591.687500 Penalty: 4200.858398
	Iteration 2F: 3 clusters Score -553591.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -553922.562500 Penalty: 4200.858398
	Iteration 3F: 3 clusters Score -553922.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -554233.812500 Penalty: 4200.858398
	Iteration 4F: 3 clusters Score -554233.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -554532.687500 Penalty: 4200.858398
	Iteration 5F: 3 clusters Score -554532.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -554801.187500 Penalty: 4200.858398
	Iteration 6F: 3 clusters Score -554801.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -555026.312500 Penalty: 4200.858398
	Iteration 7Q: 3 clusters Score -555026.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -555249.437500 Penalty: 4200.858398
	Iteration 8Q: 3 clusters Score -555249.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -555435.000000 Penalty: 4200.858398
	Iteration 9Q: 3 clusters Score -555435 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -555564.875000 Penalty: 4200.858398
	Iteration 10Q: 3 clusters Score -555564.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -555714.000000 Penalty: 4200.858398
	Iteration 11Q: 3 clusters Score -555714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -555819.312500 Penalty: 4200.858398
	Iteration 12Q: 3 clusters Score -555819.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -555888.187500 Penalty: 4200.858398
	Iteration 13Q: 3 clusters Score -555888.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -555942.312500 Penalty: 4200.858398
	Iteration 14Q: 3 clusters Score -555942.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -555984.875000 Penalty: 4200.858398
	Iteration 15Q: 3 clusters Score -555984.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -556034.312500 Penalty: 4200.858398
	Iteration 16Q: 3 clusters Score -556034.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -556066.937500 Penalty: 4200.858398
	Iteration 17Q: 3 clusters Score -556066.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -556081.937500 Penalty: 4200.858398
	Iteration 18Q: 3 clusters Score -556081.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -556093.812500 Penalty: 4200.858398
	Iteration 19Q: 3 clusters Score -556093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -556099.625000 Penalty: 4200.858398
	Iteration 20F: 3 clusters Score -556099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -556105.062500 Penalty: 4200.858398
	Iteration 21Q: 3 clusters Score -556105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -556108.250000 Penalty: 4200.858398
	Iteration 22Q: 3 clusters Score -556108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -556119.562500 Penalty: 4200.858398
	Iteration 23Q: 3 clusters Score -556119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -556123.937500 Penalty: 4200.858398
	Iteration 24Q: 3 clusters Score -556123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -556129.437500 Penalty: 4200.858398
	Iteration 25Q: 3 clusters Score -556129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -556134.625000 Penalty: 4200.858398
	Iteration 26Q: 3 clusters Score -556134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -556137.437500 Penalty: 4200.858398
	Iteration 27Q: 3 clusters Score -556137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -556138.375000 Penalty: 4200.858398
	Iteration 28Q: 3 clusters Score -556138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -556139.562500 Penalty: 4200.858398
	Iteration 29Q: 3 clusters Score -556139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -556139.875000 Penalty: 4200.858398
	Iteration 30Q: 3 clusters Score -556139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -556139.875000 Penalty: 4200.858398
	Iteration 31F: 3 clusters Score -556139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -630128.000000 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -630128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -625510.562500 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -625510.6 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -626761.937500 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -626761.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -627073.062500 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -627073.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -627345.875000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -627345.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -627577.562500 Penalty: 4252.211426
	Iteration 4F: 3 clusters Score -627577.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -627780.250000 Penalty: 4252.211426
	Iteration 5Q: 3 clusters Score -627780.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -627966.125000 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -627966.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -628109.937500 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -628109.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -628249.875000 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -628249.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -628386.437500 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -628386.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -628517.000000 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -628517 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -628624.625000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -628624.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -628714.312500 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -628714.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -628784.312500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -628784.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -628839.937500 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -628839.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -628881.812500 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -628881.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -628913.500000 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -628913.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -628940.250000 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -628940.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -628969.937500 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -628969.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -628997.250000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -628997.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -629021.937500 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -629021.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -629043.875000 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -629043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -629062.562500 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -629062.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -629083.875000 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -629083.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -629099.500000 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -629099.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -629112.125000 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -629112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -629123.875000 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -629123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -629130.562500 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -629130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -629137.750000 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -629137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -629142.750000 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -629142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -629146.000000 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -629146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -629146.250000 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -629146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -629149.687500 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -629149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -629151.937500 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -629151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -629153.062500 Penalty: 4252.211426
	Iteration 34Q: 3 clusters Score -629153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -629153.312500 Penalty: 4252.211426
	Iteration 35Q: 3 clusters Score -629153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -629156.312500 Penalty: 4252.211426
	Iteration 36Q: 3 clusters Score -629156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -629157.312500 Penalty: 4252.211426
	Iteration 37Q: 3 clusters Score -629157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -629159.812500 Penalty: 4252.211426
	Iteration 38Q: 3 clusters Score -629159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -629161.375000 Penalty: 4252.211426
	Iteration 39Q: 3 clusters Score -629161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -629163.062500 Penalty: 4252.211426
	Iteration 40F: 3 clusters Score -629163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -629163.750000 Penalty: 4252.211426
	Iteration 41Q: 3 clusters Score -629163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -629163.750000 Penalty: 4252.211426
	Iteration 42Q: 3 clusters Score -629163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -629163.500000 Penalty: 4252.211426
	Iteration 43Q: 3 clusters Score -629163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -629164.187500 Penalty: 4252.211426
	Iteration 44Q: 3 clusters Score -629164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -629164.187500 Penalty: 4252.211426
	Iteration 45F: 3 clusters Score -629164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Entering Unmasked Estep 
Score: -2742436.250000 Penalty: 2468.742676
	Iteration 0F: 2 clusters Score -2742436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2727571.250000 Penalty: 4937.485352
	Iteration 0F: 3 clusters Score -2727571 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2732541.750000 Penalty: 4937.485352
	Iteration 1F: 3 clusters Score -2732542 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2732923.250000 Penalty: 4937.485352
	Iteration 2F: 3 clusters Score -2732923 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2733283.250000 Penalty: 4937.485352
	Iteration 3Q: 3 clusters Score -2733283 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2733702.250000 Penalty: 4937.485352
	Iteration 4Q: 3 clusters Score -2733702 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2734222.500000 Penalty: 4937.485352
	Iteration 5Q: 3 clusters Score -2734222 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2734820.250000 Penalty: 4937.485352
	Iteration 6F: 3 clusters Score -2734820 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2735489.250000 Penalty: 4937.485352
	Iteration 7F: 3 clusters Score -2735489 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2736134.500000 Penalty: 4937.485352
	Iteration 8Q: 3 clusters Score -2736134 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2736804.750000 Penalty: 4937.485352
	Iteration 9Q: 3 clusters Score -2736805 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2737484.750000 Penalty: 4937.485352
	Iteration 10Q: 3 clusters Score -2737485 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2738190.500000 Penalty: 4937.485352
	Iteration 11Q: 3 clusters Score -2738190 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2738888.500000 Penalty: 4937.485352
	Iteration 12Q: 3 clusters Score -2738888 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2739474.250000 Penalty: 4937.485352
	Iteration 13Q: 3 clusters Score -2739474 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2739840.000000 Penalty: 4937.485352
	Iteration 14Q: 3 clusters Score -2739840 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2740066.000000 Penalty: 4937.485352
	Iteration 15Q: 3 clusters Score -2740066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2740246.000000 Penalty: 4937.485352
	Iteration 16Q: 3 clusters Score -2740246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2740343.000000 Penalty: 4937.485352
	Iteration 17Q: 3 clusters Score -2740343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2740414.000000 Penalty: 4937.485352
	Iteration 18Q: 3 clusters Score -2740414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2740472.500000 Penalty: 4937.485352
	Iteration 19Q: 3 clusters Score -2740472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2740519.750000 Penalty: 4937.485352
	Iteration 20F: 3 clusters Score -2740520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2740568.000000 Penalty: 4937.485352
	Iteration 21Q: 3 clusters Score -2740568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2740605.000000 Penalty: 4937.485352
	Iteration 22Q: 3 clusters Score -2740605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2740629.000000 Penalty: 4937.485352
	Iteration 23Q: 3 clusters Score -2740629 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2740669.750000 Penalty: 4937.485352
	Iteration 24Q: 3 clusters Score -2740670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2740700.750000 Penalty: 4937.485352
	Iteration 25Q: 3 clusters Score -2740701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2740726.750000 Penalty: 4937.485352
	Iteration 26Q: 3 clusters Score -2740727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2740738.500000 Penalty: 4937.485352
	Iteration 27Q: 3 clusters Score -2740738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2740755.000000 Penalty: 4937.485352
	Iteration 28Q: 3 clusters Score -2740755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2740752.000000 Penalty: 4937.485352
	Iteration 29Q: 3 clusters Score -2740752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2740760.250000 Penalty: 4937.485352
	Iteration 30Q: 3 clusters Score -2740760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2740771.500000 Penalty: 4937.485352
	Iteration 31Q: 3 clusters Score -2740772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2740780.000000 Penalty: 4937.485352
	Iteration 32Q: 3 clusters Score -2740780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2740785.000000 Penalty: 4937.485352
	Iteration 33Q: 3 clusters Score -2740785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2740788.500000 Penalty: 4937.485352
	Iteration 34Q: 3 clusters Score -2740788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2740785.000000 Penalty: 4937.485352
	Iteration 35Q: 3 clusters Score -2740785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2740797.500000 Penalty: 4937.485352
	Iteration 36Q: 3 clusters Score -2740798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2740794.500000 Penalty: 4937.485352
	Iteration 37Q: 3 clusters Score -2740794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2740803.000000 Penalty: 4937.485352
	Iteration 38Q: 3 clusters Score -2740803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2740807.750000 Penalty: 4937.485352
	Iteration 39Q: 3 clusters Score -2740808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2740814.500000 Penalty: 4937.485352
	Iteration 40F: 3 clusters Score -2740814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2740812.750000 Penalty: 4937.485352
	Iteration 41Q: 3 clusters Score -2740813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2740814.000000 Penalty: 4937.485352
	Iteration 42Q: 3 clusters Score -2740814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2740817.000000 Penalty: 4937.485352
	Iteration 43Q: 3 clusters Score -2740817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2740829.750000 Penalty: 4937.485352
	Iteration 44Q: 3 clusters Score -2740830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2740829.750000 Penalty: 4937.485352
	Iteration 45Q: 3 clusters Score -2740830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2740832.750000 Penalty: 4937.485352
	Iteration 46Q: 3 clusters Score -2740833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2740833.500000 Penalty: 4937.485352
	Iteration 47Q: 3 clusters Score -2740834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2740831.250000 Penalty: 4937.485352
	Iteration 48Q: 3 clusters Score -2740831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2740828.500000 Penalty: 4937.485352
	Iteration 49Q: 3 clusters Score -2740828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2740830.500000 Penalty: 4937.485352
	Iteration 50Q: 3 clusters Score -2740830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2740829.250000 Penalty: 4937.485352
	Iteration 51Q: 3 clusters Score -2740829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2740831.000000 Penalty: 4937.485352
	Iteration 52Q: 3 clusters Score -2740831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2740831.000000 Penalty: 4937.485352
	Iteration 53Q: 3 clusters Score -2740831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2740829.250000 Penalty: 4937.485352
	Iteration 54Q: 3 clusters Score -2740829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2740827.000000 Penalty: 4937.485352
	Iteration 55Q: 3 clusters Score -2740827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2740830.500000 Penalty: 4937.485352
	Iteration 56Q: 3 clusters Score -2740830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2740830.750000 Penalty: 4937.485352
	Iteration 57Q: 3 clusters Score -2740831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2740831.000000 Penalty: 4937.485352
	Iteration 58Q: 3 clusters Score -2740831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2740831.000000 Penalty: 4937.485352
	Iteration 59F: 3 clusters Score -2740831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Entering Unmasked Estep 
Score: -8978995.000000 Penalty: 2759.068359
	Iteration 0F: 2 clusters Score -8978995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -8933566.000000 Penalty: 5518.136719
	Iteration 0F: 3 clusters Score -8933566 nChanged 31749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -8951891.000000 Penalty: 5518.136719
	Iteration 1F: 3 clusters Score -8951891 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -8953312.000000 Penalty: 5518.136719
	Iteration 2F: 3 clusters Score -8953312 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -8955293.000000 Penalty: 5518.136719
	Iteration 3F: 3 clusters Score -8955293 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8958073.000000 Penalty: 5518.136719
	Iteration 4F: 3 clusters Score -8958073 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -8961516.000000 Penalty: 5518.136719
	Iteration 5F: 3 clusters Score -8961516 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8965028.000000 Penalty: 5518.136719
	Iteration 6F: 3 clusters Score -8965028 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -8967564.000000 Penalty: 5518.136719
	Iteration 7F: 3 clusters Score -8967564 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -8969166.000000 Penalty: 5518.136719
	Iteration 8Q: 3 clusters Score -8969166 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -8970062.000000 Penalty: 5518.136719
	Iteration 9Q: 3 clusters Score -8970062 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -8970799.000000 Penalty: 5518.136719
	Iteration 10Q: 3 clusters Score -8970799 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -8971409.000000 Penalty: 5518.136719
	Iteration 11Q: 3 clusters Score -8971409 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -8972049.000000 Penalty: 5518.136719
	Iteration 12Q: 3 clusters Score -8972049 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -8972622.000000 Penalty: 5518.136719
	Iteration 13Q: 3 clusters Score -8972622 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -8973314.000000 Penalty: 5518.136719
	Iteration 14Q: 3 clusters Score -8973314 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -8974146.000000 Penalty: 5518.136719
	Iteration 15Q: 3 clusters Score -8974146 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -8975007.000000 Penalty: 5518.136719
	Iteration 16Q: 3 clusters Score -8975007 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8976014.000000 Penalty: 5518.136719
	Iteration 17Q: 3 clusters Score -8976014 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8976865.000000 Penalty: 5518.136719
	Iteration 18Q: 3 clusters Score -8976865 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8977478.000000 Penalty: 5518.136719
	Iteration 19Q: 3 clusters Score -8977478 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8977769.000000 Penalty: 5518.136719
	Iteration 20F: 3 clusters Score -8977769 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8977916.000000 Penalty: 5518.136719
	Iteration 21Q: 3 clusters Score -8977916 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8977981.000000 Penalty: 5518.136719
	Iteration 22Q: 3 clusters Score -8977981 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8978032.000000 Penalty: 5518.136719
	Iteration 23Q: 3 clusters Score -8978032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8978050.000000 Penalty: 5518.136719
	Iteration 24Q: 3 clusters Score -8978050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8978074.000000 Penalty: 5518.136719
	Iteration 25Q: 3 clusters Score -8978074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8978120.000000 Penalty: 5518.136719
	Iteration 26Q: 3 clusters Score -8978120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8978123.000000 Penalty: 5518.136719
	Iteration 27Q: 3 clusters Score -8978123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8978143.000000 Penalty: 5518.136719
	Iteration 28Q: 3 clusters Score -8978143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8978166.000000 Penalty: 5518.136719
	Iteration 29Q: 3 clusters Score -8978166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8978183.000000 Penalty: 5518.136719
	Iteration 30Q: 3 clusters Score -8978183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8978185.000000 Penalty: 5518.136719
	Iteration 31Q: 3 clusters Score -8978185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8978185.000000 Penalty: 5518.136719
	Iteration 32Q: 3 clusters Score -8978185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8978188.000000 Penalty: 5518.136719
	Iteration 33Q: 3 clusters Score -8978188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8978192.000000 Penalty: 5518.136719
	Iteration 34Q: 3 clusters Score -8978192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8978212.000000 Penalty: 5518.136719
	Iteration 35Q: 3 clusters Score -8978212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8978219.000000 Penalty: 5518.136719
	Iteration 36Q: 3 clusters Score -8978219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8978221.000000 Penalty: 5518.136719
	Iteration 37Q: 3 clusters Score -8978221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8978239.000000 Penalty: 5518.136719
	Iteration 38Q: 3 clusters Score -8978239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8978234.000000 Penalty: 5518.136719
	Iteration 39Q: 3 clusters Score -8978234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8978240.000000 Penalty: 5518.136719
	Iteration 40F: 3 clusters Score -8978240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8978257.000000 Penalty: 5518.136719
	Iteration 41Q: 3 clusters Score -8978257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8978254.000000 Penalty: 5518.136719
	Iteration 42Q: 3 clusters Score -8978254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8978248.000000 Penalty: 5518.136719
	Iteration 43Q: 3 clusters Score -8978248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8978244.000000 Penalty: 5518.136719
	Iteration 44Q: 3 clusters Score -8978244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8978250.000000 Penalty: 5518.136719
	Iteration 45Q: 3 clusters Score -8978250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8978265.000000 Penalty: 5518.136719
	Iteration 46Q: 3 clusters Score -8978265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8978270.000000 Penalty: 5518.136719
	Iteration 47Q: 3 clusters Score -8978270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8978262.000000 Penalty: 5518.136719
	Iteration 48Q: 3 clusters Score -8978262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8978268.000000 Penalty: 5518.136719
	Iteration 49Q: 3 clusters Score -8978268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8978268.000000 Penalty: 5518.136719
	Iteration 50Q: 3 clusters Score -8978268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8978264.000000 Penalty: 5518.136719
	Iteration 51Q: 3 clusters Score -8978264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8978258.000000 Penalty: 5518.136719
	Iteration 52Q: 3 clusters Score -8978258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8978260.000000 Penalty: 5518.136719
	Iteration 53Q: 3 clusters Score -8978260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8978262.000000 Penalty: 5518.136719
	Iteration 54Q: 3 clusters Score -8978262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8978271.000000 Penalty: 5518.136719
	Iteration 55Q: 3 clusters Score -8978271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8978272.000000 Penalty: 5518.136719
	Iteration 56Q: 3 clusters Score -8978272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8978270.000000 Penalty: 5518.136719
	Iteration 57Q: 3 clusters Score -8978270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8978279.000000 Penalty: 5518.136719
	Iteration 58Q: 3 clusters Score -8978279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8978279.000000 Penalty: 5518.136719
	Iteration 59Q: 3 clusters Score -8978279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8978273.000000 Penalty: 5518.136719
	Iteration 60F: 3 clusters Score -8978273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8978281.000000 Penalty: 5518.136719
	Iteration 61Q: 3 clusters Score -8978281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8978285.000000 Penalty: 5518.136719
	Iteration 62Q: 3 clusters Score -8978285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8978277.000000 Penalty: 5518.136719
	Iteration 63Q: 3 clusters Score -8978277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8978283.000000 Penalty: 5518.136719
	Iteration 64Q: 3 clusters Score -8978283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8978279.000000 Penalty: 5518.136719
	Iteration 65Q: 3 clusters Score -8978279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8978282.000000 Penalty: 5518.136719
	Iteration 66Q: 3 clusters Score -8978282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8978287.000000 Penalty: 5518.136719
	Iteration 67Q: 3 clusters Score -8978287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8978282.000000 Penalty: 5518.136719
	Iteration 68Q: 3 clusters Score -8978282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8978282.000000 Penalty: 5518.136719
	Iteration 69F: 3 clusters Score -8978282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -297132.125000 Penalty: 1937.870972
	Iteration 0F: 2 clusters Score -297132.1 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 1210 members 
Entering Unmasked Estep 
Score: -294257.156250 Penalty: 3875.741943
	Iteration 0F: 3 clusters Score -294257.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294925.062500 Penalty: 3875.741943
	Iteration 1F: 3 clusters Score -294925.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -295333.625000 Penalty: 3875.741943
	Iteration 2F: 3 clusters Score -295333.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -295534.468750 Penalty: 3875.741943
	Iteration 3F: 3 clusters Score -295534.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -295715.906250 Penalty: 3875.741943
	Iteration 4F: 3 clusters Score -295715.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -295927.562500 Penalty: 3875.741943
	Iteration 5F: 3 clusters Score -295927.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -296108.937500 Penalty: 3875.741943
	Iteration 6F: 3 clusters Score -296108.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -296227.343750 Penalty: 3875.741943
	Iteration 7Q: 3 clusters Score -296227.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -296314.218750 Penalty: 3875.741943
	Iteration 8Q: 3 clusters Score -296314.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -296393.375000 Penalty: 3875.741943
	Iteration 9Q: 3 clusters Score -296393.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -296456.187500 Penalty: 3875.741943
	Iteration 10Q: 3 clusters Score -296456.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -296533.031250 Penalty: 3875.741943
	Iteration 11Q: 3 clusters Score -296533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -296573.062500 Penalty: 3875.741943
	Iteration 12Q: 3 clusters Score -296573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296594.500000 Penalty: 3875.741943
	Iteration 13Q: 3 clusters Score -296594.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -296605.531250 Penalty: 3875.741943
	Iteration 14Q: 3 clusters Score -296605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -296616.531250 Penalty: 3875.741943
	Iteration 15Q: 3 clusters Score -296616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296619.812500 Penalty: 3875.741943
	Iteration 16Q: 3 clusters Score -296619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296619.812500 Penalty: 3875.741943
	Iteration 17F: 3 clusters Score -296619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Entering Unmasked Estep 
Score: -10550789.000000 Penalty: 2798.367188
	Iteration 0F: 2 clusters Score -1.055079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -10497275.000000 Penalty: 5596.734375
	Iteration 0F: 3 clusters Score -1.049728e+07 nChanged 37426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -10518602.000000 Penalty: 5596.734375
	Iteration 1F: 3 clusters Score -1.05186e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -10519185.000000 Penalty: 5596.734375
	Iteration 2Q: 3 clusters Score -1.051918e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -10519948.000000 Penalty: 5596.734375
	Iteration 3Q: 3 clusters Score -1.051995e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -10520801.000000 Penalty: 5596.734375
	Iteration 4Q: 3 clusters Score -1.05208e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -10521803.000000 Penalty: 5596.734375
	Iteration 5Q: 3 clusters Score -1.05218e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -10523166.000000 Penalty: 5596.734375
	Iteration 6Q: 3 clusters Score -1.052317e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -10525017.000000 Penalty: 5596.734375
	Iteration 7Q: 3 clusters Score -1.052502e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -10527848.000000 Penalty: 5596.734375
	Iteration 8F: 3 clusters Score -1.052785e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -10531650.000000 Penalty: 5596.734375
	Iteration 9F: 3 clusters Score -1.053165e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -10536357.000000 Penalty: 5596.734375
	Iteration 10F: 3 clusters Score -1.053636e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -10540537.000000 Penalty: 5596.734375
	Iteration 11F: 3 clusters Score -1.054054e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -10543773.000000 Penalty: 5596.734375
	Iteration 12Q: 3 clusters Score -1.054377e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -10545787.000000 Penalty: 5596.734375
	Iteration 13Q: 3 clusters Score -1.054579e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -10546957.000000 Penalty: 5596.734375
	Iteration 14Q: 3 clusters Score -1.054696e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -10547566.000000 Penalty: 5596.734375
	Iteration 15Q: 3 clusters Score -1.054757e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -10547880.000000 Penalty: 5596.734375
	Iteration 16Q: 3 clusters Score -1.054788e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -10548099.000000 Penalty: 5596.734375
	Iteration 17Q: 3 clusters Score -1.05481e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -10548237.000000 Penalty: 5596.734375
	Iteration 18Q: 3 clusters Score -1.054824e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -10548322.000000 Penalty: 5596.734375
	Iteration 19Q: 3 clusters Score -1.054832e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10548365.000000 Penalty: 5596.734375
	Iteration 20F: 3 clusters Score -1.054836e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -10548406.000000 Penalty: 5596.734375
	Iteration 21Q: 3 clusters Score -1.054841e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -10548424.000000 Penalty: 5596.734375
	Iteration 22Q: 3 clusters Score -1.054842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -10548450.000000 Penalty: 5596.734375
	Iteration 23Q: 3 clusters Score -1.054845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -10548483.000000 Penalty: 5596.734375
	Iteration 24Q: 3 clusters Score -1.054848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -10548492.000000 Penalty: 5596.734375
	Iteration 25Q: 3 clusters Score -1.054849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -10548496.000000 Penalty: 5596.734375
	Iteration 26Q: 3 clusters Score -1.05485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10548517.000000 Penalty: 5596.734375
	Iteration 27Q: 3 clusters Score -1.054852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10548510.000000 Penalty: 5596.734375
	Iteration 28Q: 3 clusters Score -1.054851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -10548532.000000 Penalty: 5596.734375
	Iteration 29Q: 3 clusters Score -1.054853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -10548531.000000 Penalty: 5596.734375
	Iteration 30Q: 3 clusters Score -1.054853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -10548539.000000 Penalty: 5596.734375
	Iteration 31Q: 3 clusters Score -1.054854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -10548545.000000 Penalty: 5596.734375
	Iteration 32Q: 3 clusters Score -1.054854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -10548550.000000 Penalty: 5596.734375
	Iteration 33Q: 3 clusters Score -1.054855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -10548557.000000 Penalty: 5596.734375
	Iteration 34Q: 3 clusters Score -1.054856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -10548550.000000 Penalty: 5596.734375
	Iteration 35Q: 3 clusters Score -1.054855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -10548557.000000 Penalty: 5596.734375
	Iteration 36Q: 3 clusters Score -1.054856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -10548560.000000 Penalty: 5596.734375
	Iteration 37Q: 3 clusters Score -1.054856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -10548562.000000 Penalty: 5596.734375
	Iteration 38Q: 3 clusters Score -1.054856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -10548557.000000 Penalty: 5596.734375
	Iteration 39Q: 3 clusters Score -1.054856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -10548557.000000 Penalty: 5596.734375
	Iteration 40F: 3 clusters Score -1.054856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -10548562.000000 Penalty: 5596.734375
	Iteration 41Q: 3 clusters Score -1.054856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -10548568.000000 Penalty: 5596.734375
	Iteration 42Q: 3 clusters Score -1.054857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -10548566.000000 Penalty: 5596.734375
	Iteration 43Q: 3 clusters Score -1.054857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -10548571.000000 Penalty: 5596.734375
	Iteration 44Q: 3 clusters Score -1.054857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10548572.000000 Penalty: 5596.734375
	Iteration 45Q: 3 clusters Score -1.054857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -10548572.000000 Penalty: 5596.734375
	Iteration 46Q: 3 clusters Score -1.054857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -10548582.000000 Penalty: 5596.734375
	Iteration 47Q: 3 clusters Score -1.054858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -10548585.000000 Penalty: 5596.734375
	Iteration 48Q: 3 clusters Score -1.054858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -10548593.000000 Penalty: 5596.734375
	Iteration 49Q: 3 clusters Score -1.054859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -10548596.000000 Penalty: 5596.734375
	Iteration 50Q: 3 clusters Score -1.05486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -10548594.000000 Penalty: 5596.734375
	Iteration 51Q: 3 clusters Score -1.054859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10548594.000000 Penalty: 5596.734375
	Iteration 52Q: 3 clusters Score -1.054859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10548596.000000 Penalty: 5596.734375
	Iteration 53Q: 3 clusters Score -1.05486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10548596.000000 Penalty: 5596.734375
	Iteration 54F: 3 clusters Score -1.05486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136992 members 
Entering Unmasked Estep 
Score: -18324646.000000 Penalty: 2933.264160
	Iteration 0F: 2 clusters Score -1.832465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -18235018.000000 Penalty: 5866.528320
	Iteration 0F: 3 clusters Score -1.823502e+07 nChanged 65043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -18273430.000000 Penalty: 5866.528320
	Iteration 1F: 3 clusters Score -1.827343e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -18275752.000000 Penalty: 5866.528320
	Iteration 2Q: 3 clusters Score -1.827575e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -18280444.000000 Penalty: 5866.528320
	Iteration 3F: 3 clusters Score -1.828044e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -18288358.000000 Penalty: 5866.528320
	Iteration 4F: 3 clusters Score -1.828836e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -18298518.000000 Penalty: 5866.528320
	Iteration 5F: 3 clusters Score -1.829852e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -18308894.000000 Penalty: 5866.528320
	Iteration 6F: 3 clusters Score -1.830889e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -18317838.000000 Penalty: 5866.528320
	Iteration 7F: 3 clusters Score -1.831784e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -18321664.000000 Penalty: 5866.528320
	Iteration 8Q: 3 clusters Score -1.832166e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -18322490.000000 Penalty: 5866.528320
	Iteration 9Q: 3 clusters Score -1.832249e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -18322704.000000 Penalty: 5866.528320
	Iteration 10Q: 3 clusters Score -1.83227e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -18322766.000000 Penalty: 5866.528320
	Iteration 11Q: 3 clusters Score -1.832277e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -18322880.000000 Penalty: 5866.528320
	Iteration 12Q: 3 clusters Score -1.832288e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -18322930.000000 Penalty: 5866.528320
	Iteration 13Q: 3 clusters Score -1.832293e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -18323018.000000 Penalty: 5866.528320
	Iteration 14Q: 3 clusters Score -1.832302e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -18322970.000000 Penalty: 5866.528320
	Iteration 15Q: 3 clusters Score -1.832297e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -18322960.000000 Penalty: 5866.528320
	Iteration 16Q: 3 clusters Score -1.832296e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -18322892.000000 Penalty: 5866.528320
	Iteration 17Q: 3 clusters Score -1.832289e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -18322926.000000 Penalty: 5866.528320
	Iteration 18Q: 3 clusters Score -1.832293e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -18323032.000000 Penalty: 5866.528320
	Iteration 19Q: 3 clusters Score -1.832303e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -18323030.000000 Penalty: 5866.528320
	Iteration 20F: 3 clusters Score -1.832303e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -18323084.000000 Penalty: 5866.528320
	Iteration 21Q: 3 clusters Score -1.832308e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -18323162.000000 Penalty: 5866.528320
	Iteration 22Q: 3 clusters Score -1.832316e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 122041 members 
Entering Unmasked Estep 
Score: -18323136.000000 Penalty: 5866.528320
	Iteration 23Q: 3 clusters Score -1.832314e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -18323168.000000 Penalty: 5866.528320
	Iteration 24Q: 3 clusters Score -1.832317e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -18323178.000000 Penalty: 5866.528320
	Iteration 25Q: 3 clusters Score -1.832318e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 122592 members 
Entering Unmasked Estep 
Score: -18323218.000000 Penalty: 5866.528320
	Iteration 26Q: 3 clusters Score -1.832322e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -18323206.000000 Penalty: 5866.528320
	Iteration 27Q: 3 clusters Score -1.832321e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -18323254.000000 Penalty: 5866.528320
	Iteration 28Q: 3 clusters Score -1.832325e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -18323264.000000 Penalty: 5866.528320
	Iteration 29Q: 3 clusters Score -1.832326e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -18323280.000000 Penalty: 5866.528320
	Iteration 30Q: 3 clusters Score -1.832328e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -18323342.000000 Penalty: 5866.528320
	Iteration 31Q: 3 clusters Score -1.832334e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -18323380.000000 Penalty: 5866.528320
	Iteration 32Q: 3 clusters Score -1.832338e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -18323358.000000 Penalty: 5866.528320
	Iteration 33Q: 3 clusters Score -1.832336e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -18323338.000000 Penalty: 5866.528320
	Iteration 34Q: 3 clusters Score -1.832334e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -18323320.000000 Penalty: 5866.528320
	Iteration 35Q: 3 clusters Score -1.832332e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -18323330.000000 Penalty: 5866.528320
	Iteration 36Q: 3 clusters Score -1.832333e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -18323300.000000 Penalty: 5866.528320
	Iteration 37Q: 3 clusters Score -1.83233e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -18323306.000000 Penalty: 5866.528320
	Iteration 38Q: 3 clusters Score -1.832331e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 124436 members 
Entering Unmasked Estep 
Score: -18323342.000000 Penalty: 5866.528320
	Iteration 39Q: 3 clusters Score -1.832334e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 124577 members 
Entering Unmasked Estep 
Score: -18323386.000000 Penalty: 5866.528320
	Iteration 40F: 3 clusters Score -1.832339e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -18323388.000000 Penalty: 5866.528320
	Iteration 41Q: 3 clusters Score -1.832339e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -18323436.000000 Penalty: 5866.528320
	Iteration 42Q: 3 clusters Score -1.832344e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -18323424.000000 Penalty: 5866.528320
	Iteration 43Q: 3 clusters Score -1.832342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -18323424.000000 Penalty: 5866.528320
	Iteration 44Q: 3 clusters Score -1.832342e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -18323434.000000 Penalty: 5866.528320
	Iteration 45Q: 3 clusters Score -1.832343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -18323424.000000 Penalty: 5866.528320
	Iteration 46Q: 3 clusters Score -1.832342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -18323448.000000 Penalty: 5866.528320
	Iteration 47Q: 3 clusters Score -1.832345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 125230 members 
Entering Unmasked Estep 
Score: -18323450.000000 Penalty: 5866.528320
	Iteration 48Q: 3 clusters Score -1.832345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -18323428.000000 Penalty: 5866.528320
	Iteration 49Q: 3 clusters Score -1.832343e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -18323472.000000 Penalty: 5866.528320
	Iteration 50Q: 3 clusters Score -1.832347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -18323488.000000 Penalty: 5866.528320
	Iteration 51Q: 3 clusters Score -1.832349e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -18323448.000000 Penalty: 5866.528320
	Iteration 52Q: 3 clusters Score -1.832345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -18323450.000000 Penalty: 5866.528320
	Iteration 53Q: 3 clusters Score -1.832345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -18323458.000000 Penalty: 5866.528320
	Iteration 54Q: 3 clusters Score -1.832346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 125664 members 
Entering Unmasked Estep 
Score: -18323442.000000 Penalty: 5866.528320
	Iteration 55Q: 3 clusters Score -1.832344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -18323444.000000 Penalty: 5866.528320
	Iteration 56Q: 3 clusters Score -1.832344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -18323428.000000 Penalty: 5866.528320
	Iteration 57Q: 3 clusters Score -1.832343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -18323434.000000 Penalty: 5866.528320
	Iteration 58Q: 3 clusters Score -1.832343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 125803 members 
Entering Unmasked Estep 
Score: -18323444.000000 Penalty: 5866.528320
	Iteration 59Q: 3 clusters Score -1.832344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 125834 members 
Entering Unmasked Estep 
Score: -18323438.000000 Penalty: 5866.528320
	Iteration 60F: 3 clusters Score -1.832344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -18323444.000000 Penalty: 5866.528320
	Iteration 61Q: 3 clusters Score -1.832344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 125897 members 
Entering Unmasked Estep 
Score: -18323448.000000 Penalty: 5866.528320
	Iteration 62Q: 3 clusters Score -1.832345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -18323456.000000 Penalty: 5866.528320
	Iteration 63Q: 3 clusters Score -1.832346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -18323452.000000 Penalty: 5866.528320
	Iteration 64Q: 3 clusters Score -1.832345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -18323466.000000 Penalty: 5866.528320
	Iteration 65Q: 3 clusters Score -1.832347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -18323484.000000 Penalty: 5866.528320
	Iteration 66Q: 3 clusters Score -1.832348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -18323480.000000 Penalty: 5866.528320
	Iteration 67Q: 3 clusters Score -1.832348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -18323488.000000 Penalty: 5866.528320
	Iteration 68Q: 3 clusters Score -1.832349e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -18323512.000000 Penalty: 5866.528320
	Iteration 69Q: 3 clusters Score -1.832351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -18323506.000000 Penalty: 5866.528320
	Iteration 70Q: 3 clusters Score -1.832351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -18323504.000000 Penalty: 5866.528320
	Iteration 71Q: 3 clusters Score -1.83235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 126202 members 
Entering Unmasked Estep 
Score: -18323484.000000 Penalty: 5866.528320
	Iteration 72Q: 3 clusters Score -1.832348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -18323508.000000 Penalty: 5866.528320
	Iteration 73Q: 3 clusters Score -1.832351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 126271 members 
Entering Unmasked Estep 
Score: -18323476.000000 Penalty: 5866.528320
	Iteration 74Q: 3 clusters Score -1.832348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -18323476.000000 Penalty: 5866.528320
	Iteration 75Q: 3 clusters Score -1.832348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 126327 members 
Entering Unmasked Estep 
Score: -18323494.000000 Penalty: 5866.528320
	Iteration 76Q: 3 clusters Score -1.832349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 126353 members 
Entering Unmasked Estep 
Score: -18323496.000000 Penalty: 5866.528320
	Iteration 77Q: 3 clusters Score -1.83235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -18323492.000000 Penalty: 5866.528320
	Iteration 78Q: 3 clusters Score -1.832349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -18323516.000000 Penalty: 5866.528320
	Iteration 79Q: 3 clusters Score -1.832352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -18323528.000000 Penalty: 5866.528320
	Iteration 80F: 3 clusters Score -1.832353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -18323496.000000 Penalty: 5866.528320
	Iteration 81Q: 3 clusters Score -1.83235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -18323510.000000 Penalty: 5866.528320
	Iteration 82Q: 3 clusters Score -1.832351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -18323516.000000 Penalty: 5866.528320
	Iteration 83Q: 3 clusters Score -1.832352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -18323544.000000 Penalty: 5866.528320
	Iteration 84Q: 3 clusters Score -1.832354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -18323550.000000 Penalty: 5866.528320
	Iteration 85Q: 3 clusters Score -1.832355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 126638 members 
Entering Unmasked Estep 
Score: -18323570.000000 Penalty: 5866.528320
	Iteration 86Q: 3 clusters Score -1.832357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -18323552.000000 Penalty: 5866.528320
	Iteration 87Q: 3 clusters Score -1.832355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -18323564.000000 Penalty: 5866.528320
	Iteration 88Q: 3 clusters Score -1.832356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -18323562.000000 Penalty: 5866.528320
	Iteration 89Q: 3 clusters Score -1.832356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -18323578.000000 Penalty: 5866.528320
	Iteration 90Q: 3 clusters Score -1.832358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -18323582.000000 Penalty: 5866.528320
	Iteration 91Q: 3 clusters Score -1.832358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -18323570.000000 Penalty: 5866.528320
	Iteration 92Q: 3 clusters Score -1.832357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -18323562.000000 Penalty: 5866.528320
	Iteration 93Q: 3 clusters Score -1.832356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -18323568.000000 Penalty: 5866.528320
	Iteration 94Q: 3 clusters Score -1.832357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -18323564.000000 Penalty: 5866.528320
	Iteration 95Q: 3 clusters Score -1.832356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -18323554.000000 Penalty: 5866.528320
	Iteration 96Q: 3 clusters Score -1.832355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -18323554.000000 Penalty: 5866.528320
	Iteration 97Q: 3 clusters Score -1.832355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -18323536.000000 Penalty: 5866.528320
	Iteration 98Q: 3 clusters Score -1.832354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -18323544.000000 Penalty: 5866.528320
	Iteration 99Q: 3 clusters Score -1.832354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 126909 members 
Entering Unmasked Estep 
Score: -18323542.000000 Penalty: 5866.528320
	Iteration 100F: 3 clusters Score -1.832354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -18323552.000000 Penalty: 5866.528320
	Iteration 101Q: 3 clusters Score -1.832355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -18323546.000000 Penalty: 5866.528320
	Iteration 102Q: 3 clusters Score -1.832355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -18323536.000000 Penalty: 5866.528320
	Iteration 103Q: 3 clusters Score -1.832354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -18323512.000000 Penalty: 5866.528320
	Iteration 104Q: 3 clusters Score -1.832351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -18323516.000000 Penalty: 5866.528320
	Iteration 105Q: 3 clusters Score -1.832352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -18323518.000000 Penalty: 5866.528320
	Iteration 106Q: 3 clusters Score -1.832352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -18323532.000000 Penalty: 5866.528320
	Iteration 107Q: 3 clusters Score -1.832353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -18323530.000000 Penalty: 5866.528320
	Iteration 108Q: 3 clusters Score -1.832353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -18323530.000000 Penalty: 5866.528320
	Iteration 109Q: 3 clusters Score -1.832353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -18323538.000000 Penalty: 5866.528320
	Iteration 110Q: 3 clusters Score -1.832354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -18323538.000000 Penalty: 5866.528320
	Iteration 111Q: 3 clusters Score -1.832354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -18323538.000000 Penalty: 5866.528320
	Iteration 112F: 3 clusters Score -1.832354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Entering Unmasked Estep 
Score: -9217917.000000 Penalty: 2764.611816
	Iteration 0F: 2 clusters Score -9217917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -9171562.000000 Penalty: 5529.223633
	Iteration 0F: 3 clusters Score -9171562 nChanged 32255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -9189768.000000 Penalty: 5529.223633
	Iteration 1F: 3 clusters Score -9189768 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -9190595.000000 Penalty: 5529.223633
	Iteration 2Q: 3 clusters Score -9190595 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9191636.000000 Penalty: 5529.223633
	Iteration 3Q: 3 clusters Score -9191636 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -9193018.000000 Penalty: 5529.223633
	Iteration 4Q: 3 clusters Score -9193018 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -9195195.000000 Penalty: 5529.223633
	Iteration 5F: 3 clusters Score -9195195 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9198033.000000 Penalty: 5529.223633
	Iteration 6F: 3 clusters Score -9198033 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -9201557.000000 Penalty: 5529.223633
	Iteration 7F: 3 clusters Score -9201557 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -9205399.000000 Penalty: 5529.223633
	Iteration 8F: 3 clusters Score -9205399 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -9208959.000000 Penalty: 5529.223633
	Iteration 9F: 3 clusters Score -9208959 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -9211644.000000 Penalty: 5529.223633
	Iteration 10Q: 3 clusters Score -9211644 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -9213471.000000 Penalty: 5529.223633
	Iteration 11Q: 3 clusters Score -9213471 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -9214388.000000 Penalty: 5529.223633
	Iteration 12Q: 3 clusters Score -9214388 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -9214890.000000 Penalty: 5529.223633
	Iteration 13Q: 3 clusters Score -9214890 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -9215143.000000 Penalty: 5529.223633
	Iteration 14Q: 3 clusters Score -9215143 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9215275.000000 Penalty: 5529.223633
	Iteration 15Q: 3 clusters Score -9215275 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -9215355.000000 Penalty: 5529.223633
	Iteration 16Q: 3 clusters Score -9215355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9215399.000000 Penalty: 5529.223633
	Iteration 17Q: 3 clusters Score -9215399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -9215450.000000 Penalty: 5529.223633
	Iteration 18Q: 3 clusters Score -9215450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -9215482.000000 Penalty: 5529.223633
	Iteration 19Q: 3 clusters Score -9215482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -9215496.000000 Penalty: 5529.223633
	Iteration 20F: 3 clusters Score -9215496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -9215518.000000 Penalty: 5529.223633
	Iteration 21Q: 3 clusters Score -9215518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -9215520.000000 Penalty: 5529.223633
	Iteration 22Q: 3 clusters Score -9215520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9215541.000000 Penalty: 5529.223633
	Iteration 23Q: 3 clusters Score -9215541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -9215537.000000 Penalty: 5529.223633
	Iteration 24Q: 3 clusters Score -9215537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -9215533.000000 Penalty: 5529.223633
	Iteration 25Q: 3 clusters Score -9215533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -9215548.000000 Penalty: 5529.223633
	Iteration 26Q: 3 clusters Score -9215548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -9215560.000000 Penalty: 5529.223633
	Iteration 27Q: 3 clusters Score -9215560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -9215567.000000 Penalty: 5529.223633
	Iteration 28Q: 3 clusters Score -9215567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -9215563.000000 Penalty: 5529.223633
	Iteration 29Q: 3 clusters Score -9215563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -9215581.000000 Penalty: 5529.223633
	Iteration 30Q: 3 clusters Score -9215581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -9215581.000000 Penalty: 5529.223633
	Iteration 31Q: 3 clusters Score -9215581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -9215583.000000 Penalty: 5529.223633
	Iteration 32Q: 3 clusters Score -9215583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9215582.000000 Penalty: 5529.223633
	Iteration 33Q: 3 clusters Score -9215582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9215582.000000 Penalty: 5529.223633
	Iteration 34F: 3 clusters Score -9215582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Entering Unmasked Estep 
Score: -1984839.500000 Penalty: 2388.477295
	Iteration 0F: 2 clusters Score -1984840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1973844.000000 Penalty: 4776.954590
	Iteration 0F: 3 clusters Score -1973844 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1977429.125000 Penalty: 4776.954590
	Iteration 1F: 3 clusters Score -1977429 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1977947.625000 Penalty: 4776.954590
	Iteration 2F: 3 clusters Score -1977948 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1978437.125000 Penalty: 4776.954590
	Iteration 3F: 3 clusters Score -1978437 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1978903.875000 Penalty: 4776.954590
	Iteration 4F: 3 clusters Score -1978904 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1979347.875000 Penalty: 4776.954590
	Iteration 5F: 3 clusters Score -1979348 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1979786.125000 Penalty: 4776.954590
	Iteration 6Q: 3 clusters Score -1979786 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1980201.000000 Penalty: 4776.954590
	Iteration 7Q: 3 clusters Score -1980201 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1980604.500000 Penalty: 4776.954590
	Iteration 8Q: 3 clusters Score -1980604 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1980941.000000 Penalty: 4776.954590
	Iteration 9Q: 3 clusters Score -1980941 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1981268.000000 Penalty: 4776.954590
	Iteration 10Q: 3 clusters Score -1981268 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1981548.625000 Penalty: 4776.954590
	Iteration 11Q: 3 clusters Score -1981549 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1981820.750000 Penalty: 4776.954590
	Iteration 12Q: 3 clusters Score -1981821 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1982040.000000 Penalty: 4776.954590
	Iteration 13Q: 3 clusters Score -1982040 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1982175.750000 Penalty: 4776.954590
	Iteration 14Q: 3 clusters Score -1982176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1982262.250000 Penalty: 4776.954590
	Iteration 15Q: 3 clusters Score -1982262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1982314.250000 Penalty: 4776.954590
	Iteration 16Q: 3 clusters Score -1982314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1982365.875000 Penalty: 4776.954590
	Iteration 17Q: 3 clusters Score -1982366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1982410.125000 Penalty: 4776.954590
	Iteration 18Q: 3 clusters Score -1982410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1982432.125000 Penalty: 4776.954590
	Iteration 19Q: 3 clusters Score -1982432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1982458.000000 Penalty: 4776.954590
	Iteration 20F: 3 clusters Score -1982458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1982481.875000 Penalty: 4776.954590
	Iteration 21Q: 3 clusters Score -1982482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1982497.500000 Penalty: 4776.954590
	Iteration 22Q: 3 clusters Score -1982498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1982525.750000 Penalty: 4776.954590
	Iteration 23Q: 3 clusters Score -1982526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1982545.500000 Penalty: 4776.954590
	Iteration 24Q: 3 clusters Score -1982546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1982567.375000 Penalty: 4776.954590
	Iteration 25Q: 3 clusters Score -1982567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1982591.500000 Penalty: 4776.954590
	Iteration 26Q: 3 clusters Score -1982592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1982606.875000 Penalty: 4776.954590
	Iteration 27Q: 3 clusters Score -1982607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1982639.500000 Penalty: 4776.954590
	Iteration 28Q: 3 clusters Score -1982640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1982660.125000 Penalty: 4776.954590
	Iteration 29Q: 3 clusters Score -1982660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1982687.125000 Penalty: 4776.954590
	Iteration 30Q: 3 clusters Score -1982687 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1982721.375000 Penalty: 4776.954590
	Iteration 31Q: 3 clusters Score -1982721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1982749.500000 Penalty: 4776.954590
	Iteration 32Q: 3 clusters Score -1982750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1982777.500000 Penalty: 4776.954590
	Iteration 33Q: 3 clusters Score -1982778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1982797.375000 Penalty: 4776.954590
	Iteration 34Q: 3 clusters Score -1982797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1982806.500000 Penalty: 4776.954590
	Iteration 35Q: 3 clusters Score -1982806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1982824.000000 Penalty: 4776.954590
	Iteration 36Q: 3 clusters Score -1982824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1982837.125000 Penalty: 4776.954590
	Iteration 37Q: 3 clusters Score -1982837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1982852.625000 Penalty: 4776.954590
	Iteration 38Q: 3 clusters Score -1982853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1982877.125000 Penalty: 4776.954590
	Iteration 39Q: 3 clusters Score -1982877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1982885.750000 Penalty: 4776.954590
	Iteration 40F: 3 clusters Score -1982886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1982912.500000 Penalty: 4776.954590
	Iteration 41Q: 3 clusters Score -1982912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1982928.250000 Penalty: 4776.954590
	Iteration 42Q: 3 clusters Score -1982928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1982962.625000 Penalty: 4776.954590
	Iteration 43Q: 3 clusters Score -1982963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1982993.500000 Penalty: 4776.954590
	Iteration 44Q: 3 clusters Score -1982994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1983016.750000 Penalty: 4776.954590
	Iteration 45Q: 3 clusters Score -1983017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1983046.500000 Penalty: 4776.954590
	Iteration 46Q: 3 clusters Score -1983046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1983075.250000 Penalty: 4776.954590
	Iteration 47Q: 3 clusters Score -1983075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1983102.125000 Penalty: 4776.954590
	Iteration 48Q: 3 clusters Score -1983102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1983125.375000 Penalty: 4776.954590
	Iteration 49Q: 3 clusters Score -1983125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1983150.500000 Penalty: 4776.954590
	Iteration 50Q: 3 clusters Score -1983150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1983157.625000 Penalty: 4776.954590
	Iteration 51Q: 3 clusters Score -1983158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1983176.750000 Penalty: 4776.954590
	Iteration 52Q: 3 clusters Score -1983177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1983191.000000 Penalty: 4776.954590
	Iteration 53Q: 3 clusters Score -1983191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1983194.625000 Penalty: 4776.954590
	Iteration 54Q: 3 clusters Score -1983195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1983201.625000 Penalty: 4776.954590
	Iteration 55Q: 3 clusters Score -1983202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1983210.000000 Penalty: 4776.954590
	Iteration 56Q: 3 clusters Score -1983210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1983221.125000 Penalty: 4776.954590
	Iteration 57Q: 3 clusters Score -1983221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1983228.000000 Penalty: 4776.954590
	Iteration 58Q: 3 clusters Score -1983228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1983228.750000 Penalty: 4776.954590
	Iteration 59Q: 3 clusters Score -1983229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1983235.500000 Penalty: 4776.954590
	Iteration 60F: 3 clusters Score -1983236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1983235.375000 Penalty: 4776.954590
	Iteration 61Q: 3 clusters Score -1983235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1983238.500000 Penalty: 4776.954590
	Iteration 62Q: 3 clusters Score -1983238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1983234.125000 Penalty: 4776.954590
	Iteration 63Q: 3 clusters Score -1983234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1983236.375000 Penalty: 4776.954590
	Iteration 64Q: 3 clusters Score -1983236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1983235.625000 Penalty: 4776.954590
	Iteration 65Q: 3 clusters Score -1983236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1983237.875000 Penalty: 4776.954590
	Iteration 66Q: 3 clusters Score -1983238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1983242.500000 Penalty: 4776.954590
	Iteration 67Q: 3 clusters Score -1983242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1983242.750000 Penalty: 4776.954590
	Iteration 68Q: 3 clusters Score -1983243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1983244.125000 Penalty: 4776.954590
	Iteration 69Q: 3 clusters Score -1983244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1983247.000000 Penalty: 4776.954590
	Iteration 70Q: 3 clusters Score -1983247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1983248.125000 Penalty: 4776.954590
	Iteration 71Q: 3 clusters Score -1983248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1983251.750000 Penalty: 4776.954590
	Iteration 72Q: 3 clusters Score -1983252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1983254.250000 Penalty: 4776.954590
	Iteration 73Q: 3 clusters Score -1983254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1983254.625000 Penalty: 4776.954590
	Iteration 74Q: 3 clusters Score -1983255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1983254.625000 Penalty: 4776.954590
	Iteration 75Q: 3 clusters Score -1983255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1983255.250000 Penalty: 4776.954590
	Iteration 76Q: 3 clusters Score -1983255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1983252.875000 Penalty: 4776.954590
	Iteration 77Q: 3 clusters Score -1983253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1983253.875000 Penalty: 4776.954590
	Iteration 78Q: 3 clusters Score -1983254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1983253.875000 Penalty: 4776.954590
	Iteration 79F: 3 clusters Score -1983254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129189 members 
Entering Unmasked Estep 
Score: -17453272.000000 Penalty: 2918.719727
	Iteration 0F: 2 clusters Score -1.745327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -17368270.000000 Penalty: 5837.439453
	Iteration 0F: 3 clusters Score -1.736827e+07 nChanged 61456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -17402960.000000 Penalty: 5837.439453
	Iteration 1F: 3 clusters Score -1.740296e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -17403596.000000 Penalty: 5837.439453
	Iteration 2Q: 3 clusters Score -1.74036e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -17404422.000000 Penalty: 5837.439453
	Iteration 3Q: 3 clusters Score -1.740442e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -17405188.000000 Penalty: 5837.439453
	Iteration 4Q: 3 clusters Score -1.740519e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -17406480.000000 Penalty: 5837.439453
	Iteration 5Q: 3 clusters Score -1.740648e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -17408304.000000 Penalty: 5837.439453
	Iteration 6Q: 3 clusters Score -1.74083e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -17411096.000000 Penalty: 5837.439453
	Iteration 7Q: 3 clusters Score -1.74111e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -17415568.000000 Penalty: 5837.439453
	Iteration 8F: 3 clusters Score -1.741557e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -17421556.000000 Penalty: 5837.439453
	Iteration 9F: 3 clusters Score -1.742156e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -17428580.000000 Penalty: 5837.439453
	Iteration 10F: 3 clusters Score -1.742858e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -17435396.000000 Penalty: 5837.439453
	Iteration 11F: 3 clusters Score -1.74354e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -17440314.000000 Penalty: 5837.439453
	Iteration 12Q: 3 clusters Score -1.744031e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -17443446.000000 Penalty: 5837.439453
	Iteration 13Q: 3 clusters Score -1.744345e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -17445344.000000 Penalty: 5837.439453
	Iteration 14Q: 3 clusters Score -1.744534e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -17446602.000000 Penalty: 5837.439453
	Iteration 15Q: 3 clusters Score -1.74466e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -17447626.000000 Penalty: 5837.439453
	Iteration 16Q: 3 clusters Score -1.744763e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -17448468.000000 Penalty: 5837.439453
	Iteration 17Q: 3 clusters Score -1.744847e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125360 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -17448998.000000 Penalty: 5837.439453
	Iteration 18Q: 3 clusters Score -1.7449e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -17449480.000000 Penalty: 5837.439453
	Iteration 19Q: 3 clusters Score -1.744948e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -17449818.000000 Penalty: 5837.439453
	Iteration 20F: 3 clusters Score -1.744982e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17450074.000000 Penalty: 5837.439453
	Iteration 21Q: 3 clusters Score -1.745007e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17450244.000000 Penalty: 5837.439453
	Iteration 22Q: 3 clusters Score -1.745024e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -17450382.000000 Penalty: 5837.439453
	Iteration 23Q: 3 clusters Score -1.745038e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17450472.000000 Penalty: 5837.439453
	Iteration 24Q: 3 clusters Score -1.745047e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17450496.000000 Penalty: 5837.439453
	Iteration 25Q: 3 clusters Score -1.74505e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17450568.000000 Penalty: 5837.439453
	Iteration 26Q: 3 clusters Score -1.745057e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128238 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -17450598.000000 Penalty: 5837.439453
	Iteration 27Q: 3 clusters Score -1.74506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -17450654.000000 Penalty: 5837.439453
	Iteration 28Q: 3 clusters Score -1.745065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17450688.000000 Penalty: 5837.439453
	Iteration 29Q: 3 clusters Score -1.745069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128368 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17450706.000000 Penalty: 5837.439453
	Iteration 30Q: 3 clusters Score -1.745071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17450716.000000 Penalty: 5837.439453
	Iteration 31Q: 3 clusters Score -1.745072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17450736.000000 Penalty: 5837.439453
	Iteration 32Q: 3 clusters Score -1.745074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128443 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17450754.000000 Penalty: 5837.439453
	Iteration 33Q: 3 clusters Score -1.745075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128464 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17450744.000000 Penalty: 5837.439453
	Iteration 34Q: 3 clusters Score -1.745074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17450766.000000 Penalty: 5837.439453
	Iteration 35Q: 3 clusters Score -1.745077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17450760.000000 Penalty: 5837.439453
	Iteration 36Q: 3 clusters Score -1.745076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128496 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17450782.000000 Penalty: 5837.439453
	Iteration 37Q: 3 clusters Score -1.745078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -17450786.000000 Penalty: 5837.439453
	Iteration 38Q: 3 clusters Score -1.745079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17450770.000000 Penalty: 5837.439453
	Iteration 39Q: 3 clusters Score -1.745077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17450778.000000 Penalty: 5837.439453
	Iteration 40F: 3 clusters Score -1.745078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17450778.000000 Penalty: 5837.439453
	Iteration 41Q: 3 clusters Score -1.745078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -17450778.000000 Penalty: 5837.439453
	Iteration 42Q: 3 clusters Score -1.745078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -17450780.000000 Penalty: 5837.439453
	Iteration 43Q: 3 clusters Score -1.745078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17450780.000000 Penalty: 5837.439453
	Iteration 44Q: 3 clusters Score -1.745078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -17450794.000000 Penalty: 5837.439453
	Iteration 45Q: 3 clusters Score -1.745079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17450794.000000 Penalty: 5837.439453
	Iteration 46Q: 3 clusters Score -1.745079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128535 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17450804.000000 Penalty: 5837.439453
	Iteration 47Q: 3 clusters Score -1.74508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17450806.000000 Penalty: 5837.439453
	Iteration 48Q: 3 clusters Score -1.745081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128537 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17450806.000000 Penalty: 5837.439453
	Iteration 49Q: 3 clusters Score -1.745081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128537 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17450806.000000 Penalty: 5837.439453
	Iteration 50F: 3 clusters Score -1.745081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Entering Unmasked Estep 
Score: -13982028.000000 Penalty: 2866.780518
	Iteration 0F: 2 clusters Score -1.398203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -13911795.000000 Penalty: 5733.561035
	Iteration 0F: 3 clusters Score -1.39118e+07 nChanged 49712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -13940834.000000 Penalty: 5733.561035
	Iteration 1F: 3 clusters Score -1.394083e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -13941659.000000 Penalty: 5733.561035
	Iteration 2Q: 3 clusters Score -1.394166e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -13943043.000000 Penalty: 5733.561035
	Iteration 3Q: 3 clusters Score -1.394304e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -13945383.000000 Penalty: 5733.561035
	Iteration 4Q: 3 clusters Score -1.394538e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -13949658.000000 Penalty: 5733.561035
	Iteration 5F: 3 clusters Score -1.394966e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -13956286.000000 Penalty: 5733.561035
	Iteration 6F: 3 clusters Score -1.395629e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -13964659.000000 Penalty: 5733.561035
	Iteration 7F: 3 clusters Score -1.396466e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -13972056.000000 Penalty: 5733.561035
	Iteration 8F: 3 clusters Score -1.397206e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -13976375.000000 Penalty: 5733.561035
	Iteration 9Q: 3 clusters Score -1.397638e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13978121.000000 Penalty: 5733.561035
	Iteration 10Q: 3 clusters Score -1.397812e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13978894.000000 Penalty: 5733.561035
	Iteration 11Q: 3 clusters Score -1.397889e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13979253.000000 Penalty: 5733.561035
	Iteration 12Q: 3 clusters Score -1.397925e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13979394.000000 Penalty: 5733.561035
	Iteration 13Q: 3 clusters Score -1.397939e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13979480.000000 Penalty: 5733.561035
	Iteration 14Q: 3 clusters Score -1.397948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13979517.000000 Penalty: 5733.561035
	Iteration 15Q: 3 clusters Score -1.397952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13979535.000000 Penalty: 5733.561035
	Iteration 16Q: 3 clusters Score -1.397954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13979578.000000 Penalty: 5733.561035
	Iteration 17Q: 3 clusters Score -1.397958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13979580.000000 Penalty: 5733.561035
	Iteration 18Q: 3 clusters Score -1.397958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13979577.000000 Penalty: 5733.561035
	Iteration 19Q: 3 clusters Score -1.397958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13979596.000000 Penalty: 5733.561035
	Iteration 20F: 3 clusters Score -1.39796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13979607.000000 Penalty: 5733.561035
	Iteration 21Q: 3 clusters Score -1.397961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13979604.000000 Penalty: 5733.561035
	Iteration 22Q: 3 clusters Score -1.39796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13979612.000000 Penalty: 5733.561035
	Iteration 23Q: 3 clusters Score -1.397961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13979614.000000 Penalty: 5733.561035
	Iteration 24Q: 3 clusters Score -1.397961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13979611.000000 Penalty: 5733.561035
	Iteration 25Q: 3 clusters Score -1.397961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13979611.000000 Penalty: 5733.561035
	Iteration 26Q: 3 clusters Score -1.397961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13979623.000000 Penalty: 5733.561035
	Iteration 27Q: 3 clusters Score -1.397962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13979623.000000 Penalty: 5733.561035
	Iteration 28F: 3 clusters Score -1.397962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -579042.625000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -579042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -574751.250000 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -574751.2 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -575772.125000 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -575772.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -576079.750000 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -576079.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -576300.625000 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -576300.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -576509.750000 Penalty: 4192.992676
	Iteration 4F: 3 clusters Score -576509.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -576702.125000 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -576702.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -576924.875000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -576924.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -577156.125000 Penalty: 4192.992676
	Iteration 7F: 3 clusters Score -577156.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -577368.750000 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -577368.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -577546.750000 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -577546.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -577688.062500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -577688.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -577812.000000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -577812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -577919.375000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -577919.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -577993.375000 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -577993.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -578034.687500 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -578034.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -578082.125000 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -578082.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -578122.937500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -578122.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -578149.375000 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -578149.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -578162.250000 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -578162.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -578176.687500 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -578176.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -578191.437500 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -578191.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -578213.125000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -578213.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -578219.812500 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -578219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -578224.812500 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -578224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -578233.125000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -578233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -578239.687500 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -578239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -578242.437500 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -578242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -578244.750000 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -578244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -578245.812500 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -578245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -578246.312500 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -578246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -578246.312500 Penalty: 4192.992676
	Iteration 30F: 3 clusters Score -578246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Entering Unmasked Estep 
Score: -1032716.437500 Penalty: 2223.561279
	Iteration 0F: 2 clusters Score -1032716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1026339.312500 Penalty: 4447.122559
	Iteration 0F: 3 clusters Score -1026339 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1028009.687500 Penalty: 4447.122559
	Iteration 1F: 3 clusters Score -1028010 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1028288.687500 Penalty: 4447.122559
	Iteration 2F: 3 clusters Score -1028289 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1028510.625000 Penalty: 4447.122559
	Iteration 3F: 3 clusters Score -1028511 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1028737.437500 Penalty: 4447.122559
	Iteration 4Q: 3 clusters Score -1028737 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1029012.250000 Penalty: 4447.122559
	Iteration 5F: 3 clusters Score -1029012 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1029348.062500 Penalty: 4447.122559
	Iteration 6F: 3 clusters Score -1029348 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1029730.125000 Penalty: 4447.122559
	Iteration 7F: 3 clusters Score -1029730 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1030085.375000 Penalty: 4447.122559
	Iteration 8F: 3 clusters Score -1030085 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1030336.312500 Penalty: 4447.122559
	Iteration 9Q: 3 clusters Score -1030336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1030487.250000 Penalty: 4447.122559
	Iteration 10Q: 3 clusters Score -1030487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1030586.687500 Penalty: 4447.122559
	Iteration 11Q: 3 clusters Score -1030587 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1030656.375000 Penalty: 4447.122559
	Iteration 12Q: 3 clusters Score -1030656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1030701.750000 Penalty: 4447.122559
	Iteration 13Q: 3 clusters Score -1030702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1030734.250000 Penalty: 4447.122559
	Iteration 14Q: 3 clusters Score -1030734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1030761.187500 Penalty: 4447.122559
	Iteration 15Q: 3 clusters Score -1030761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1030774.375000 Penalty: 4447.122559
	Iteration 16Q: 3 clusters Score -1030774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1030788.312500 Penalty: 4447.122559
	Iteration 17Q: 3 clusters Score -1030788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1030795.250000 Penalty: 4447.122559
	Iteration 18Q: 3 clusters Score -1030795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1030799.437500 Penalty: 4447.122559
	Iteration 19Q: 3 clusters Score -1030799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1030804.687500 Penalty: 4447.122559
	Iteration 20F: 3 clusters Score -1030805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1030809.687500 Penalty: 4447.122559
	Iteration 21Q: 3 clusters Score -1030810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1030812.500000 Penalty: 4447.122559
	Iteration 22Q: 3 clusters Score -1030812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1030815.250000 Penalty: 4447.122559
	Iteration 23Q: 3 clusters Score -1030815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1030817.937500 Penalty: 4447.122559
	Iteration 24Q: 3 clusters Score -1030818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1030821.562500 Penalty: 4447.122559
	Iteration 25Q: 3 clusters Score -1030822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1030820.687500 Penalty: 4447.122559
	Iteration 26Q: 3 clusters Score -1030821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1030821.750000 Penalty: 4447.122559
	Iteration 27Q: 3 clusters Score -1030822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1030821.375000 Penalty: 4447.122559
	Iteration 28Q: 3 clusters Score -1030821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1030825.375000 Penalty: 4447.122559
	Iteration 29Q: 3 clusters Score -1030825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1030824.687500 Penalty: 4447.122559
	Iteration 30Q: 3 clusters Score -1030825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1030826.375000 Penalty: 4447.122559
	Iteration 31Q: 3 clusters Score -1030826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1030828.500000 Penalty: 4447.122559
	Iteration 32Q: 3 clusters Score -1030828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1030829.625000 Penalty: 4447.122559
	Iteration 33Q: 3 clusters Score -1030830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1030830.062500 Penalty: 4447.122559
	Iteration 34Q: 3 clusters Score -1030830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1030830.437500 Penalty: 4447.122559
	Iteration 35Q: 3 clusters Score -1030830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1030831.062500 Penalty: 4447.122559
	Iteration 36Q: 3 clusters Score -1030831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1030831.500000 Penalty: 4447.122559
	Iteration 37Q: 3 clusters Score -1030832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1030832.750000 Penalty: 4447.122559
	Iteration 38Q: 3 clusters Score -1030833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1030831.625000 Penalty: 4447.122559
	Iteration 39Q: 3 clusters Score -1030832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1030831.562500 Penalty: 4447.122559
	Iteration 40F: 3 clusters Score -1030832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Entering Unmasked Estep 
Score: -2664120.500000 Penalty: 2476.125244
	Iteration 0F: 2 clusters Score -2664120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2649063.500000 Penalty: 4952.250488
	Iteration 0F: 3 clusters Score -2649064 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2654284.500000 Penalty: 4952.250488
	Iteration 1F: 3 clusters Score -2654284 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2654806.000000 Penalty: 4952.250488
	Iteration 2F: 3 clusters Score -2654806 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2655295.750000 Penalty: 4952.250488
	Iteration 3F: 3 clusters Score -2655296 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2655719.500000 Penalty: 4952.250488
	Iteration 4Q: 3 clusters Score -2655720 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2656132.000000 Penalty: 4952.250488
	Iteration 5Q: 3 clusters Score -2656132 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2656491.750000 Penalty: 4952.250488
	Iteration 6Q: 3 clusters Score -2656492 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2656752.000000 Penalty: 4952.250488
	Iteration 7Q: 3 clusters Score -2656752 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2657072.000000 Penalty: 4952.250488
	Iteration 8Q: 3 clusters Score -2657072 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2657435.250000 Penalty: 4952.250488
	Iteration 9Q: 3 clusters Score -2657435 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2657840.750000 Penalty: 4952.250488
	Iteration 10Q: 3 clusters Score -2657841 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2658305.000000 Penalty: 4952.250488
	Iteration 11Q: 3 clusters Score -2658305 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2658748.750000 Penalty: 4952.250488
	Iteration 12Q: 3 clusters Score -2658749 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2659207.000000 Penalty: 4952.250488
	Iteration 13Q: 3 clusters Score -2659207 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2659555.250000 Penalty: 4952.250488
	Iteration 14Q: 3 clusters Score -2659555 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2659792.500000 Penalty: 4952.250488
	Iteration 15Q: 3 clusters Score -2659792 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2659954.000000 Penalty: 4952.250488
	Iteration 16Q: 3 clusters Score -2659954 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2660061.000000 Penalty: 4952.250488
	Iteration 17Q: 3 clusters Score -2660061 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2660160.250000 Penalty: 4952.250488
	Iteration 18Q: 3 clusters Score -2660160 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2660221.750000 Penalty: 4952.250488
	Iteration 19Q: 3 clusters Score -2660222 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2660269.750000 Penalty: 4952.250488
	Iteration 20F: 3 clusters Score -2660270 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2660300.000000 Penalty: 4952.250488
	Iteration 21Q: 3 clusters Score -2660300 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2660335.500000 Penalty: 4952.250488
	Iteration 22Q: 3 clusters Score -2660336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2660361.750000 Penalty: 4952.250488
	Iteration 23Q: 3 clusters Score -2660362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2660393.750000 Penalty: 4952.250488
	Iteration 24Q: 3 clusters Score -2660394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2660415.750000 Penalty: 4952.250488
	Iteration 25Q: 3 clusters Score -2660416 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2660436.000000 Penalty: 4952.250488
	Iteration 26Q: 3 clusters Score -2660436 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2660466.000000 Penalty: 4952.250488
	Iteration 27Q: 3 clusters Score -2660466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2660482.750000 Penalty: 4952.250488
	Iteration 28Q: 3 clusters Score -2660483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2660502.750000 Penalty: 4952.250488
	Iteration 29Q: 3 clusters Score -2660503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2660507.500000 Penalty: 4952.250488
	Iteration 30Q: 3 clusters Score -2660508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2660528.000000 Penalty: 4952.250488
	Iteration 31Q: 3 clusters Score -2660528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2660547.000000 Penalty: 4952.250488
	Iteration 32Q: 3 clusters Score -2660547 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2660567.750000 Penalty: 4952.250488
	Iteration 33Q: 3 clusters Score -2660568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2660579.000000 Penalty: 4952.250488
	Iteration 34Q: 3 clusters Score -2660579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2660595.500000 Penalty: 4952.250488
	Iteration 35Q: 3 clusters Score -2660596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2660604.250000 Penalty: 4952.250488
	Iteration 36Q: 3 clusters Score -2660604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2660611.250000 Penalty: 4952.250488
	Iteration 37Q: 3 clusters Score -2660611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2660632.750000 Penalty: 4952.250488
	Iteration 38Q: 3 clusters Score -2660633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2660641.250000 Penalty: 4952.250488
	Iteration 39Q: 3 clusters Score -2660641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2660651.000000 Penalty: 4952.250488
	Iteration 40F: 3 clusters Score -2660651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2660661.750000 Penalty: 4952.250488
	Iteration 41Q: 3 clusters Score -2660662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2660674.750000 Penalty: 4952.250488
	Iteration 42Q: 3 clusters Score -2660675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2660676.500000 Penalty: 4952.250488
	Iteration 43Q: 3 clusters Score -2660676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2660682.000000 Penalty: 4952.250488
	Iteration 44Q: 3 clusters Score -2660682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2660696.500000 Penalty: 4952.250488
	Iteration 45Q: 3 clusters Score -2660696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2660707.500000 Penalty: 4952.250488
	Iteration 46Q: 3 clusters Score -2660708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2660717.250000 Penalty: 4952.250488
	Iteration 47Q: 3 clusters Score -2660717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2660726.500000 Penalty: 4952.250488
	Iteration 48Q: 3 clusters Score -2660726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2660731.500000 Penalty: 4952.250488
	Iteration 49Q: 3 clusters Score -2660732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2660740.500000 Penalty: 4952.250488
	Iteration 50Q: 3 clusters Score -2660740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2660745.000000 Penalty: 4952.250488
	Iteration 51Q: 3 clusters Score -2660745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2660750.750000 Penalty: 4952.250488
	Iteration 52Q: 3 clusters Score -2660751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2660761.250000 Penalty: 4952.250488
	Iteration 53Q: 3 clusters Score -2660761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2660762.000000 Penalty: 4952.250488
	Iteration 54Q: 3 clusters Score -2660762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2660767.250000 Penalty: 4952.250488
	Iteration 55Q: 3 clusters Score -2660767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2660772.000000 Penalty: 4952.250488
	Iteration 56Q: 3 clusters Score -2660772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2660774.750000 Penalty: 4952.250488
	Iteration 57Q: 3 clusters Score -2660775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2660781.500000 Penalty: 4952.250488
	Iteration 58Q: 3 clusters Score -2660782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2660790.250000 Penalty: 4952.250488
	Iteration 59Q: 3 clusters Score -2660790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2660796.500000 Penalty: 4952.250488
	Iteration 60F: 3 clusters Score -2660796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2660796.750000 Penalty: 4952.250488
	Iteration 61Q: 3 clusters Score -2660797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2660805.000000 Penalty: 4952.250488
	Iteration 62Q: 3 clusters Score -2660805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2660809.000000 Penalty: 4952.250488
	Iteration 63Q: 3 clusters Score -2660809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2660825.500000 Penalty: 4952.250488
	Iteration 64Q: 3 clusters Score -2660826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2660841.000000 Penalty: 4952.250488
	Iteration 65Q: 3 clusters Score -2660841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2660849.750000 Penalty: 4952.250488
	Iteration 66Q: 3 clusters Score -2660850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2660854.750000 Penalty: 4952.250488
	Iteration 67Q: 3 clusters Score -2660855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2660870.250000 Penalty: 4952.250488
	Iteration 68Q: 3 clusters Score -2660870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2660891.250000 Penalty: 4952.250488
	Iteration 69Q: 3 clusters Score -2660891 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2660907.500000 Penalty: 4952.250488
	Iteration 70Q: 3 clusters Score -2660908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2660920.250000 Penalty: 4952.250488
	Iteration 71Q: 3 clusters Score -2660920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2660931.750000 Penalty: 4952.250488
	Iteration 72Q: 3 clusters Score -2660932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2660946.750000 Penalty: 4952.250488
	Iteration 73Q: 3 clusters Score -2660947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2660954.750000 Penalty: 4952.250488
	Iteration 74Q: 3 clusters Score -2660955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2660969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2660966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2660980 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2660992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2660998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2661011.750000 Penalty: 4952.250488
	Iteration 80F: 3 clusters Score -2661012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2661020.500000 Penalty: 4952.250488
	Iteration 81Q: 3 clusters Score -2661020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2661039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2661034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2661047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2661060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2661076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2661087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2661096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2661114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2661128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2661136 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2661153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2661180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2661190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2661211 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2661220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2661244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2661261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2661279 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2661288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2661325 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2661366 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2661393 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2661414 nChanged 114
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Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2661453 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2661490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2661531 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2661580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2661627 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2661648 nChanged 107
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Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2661685 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2661719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2661752 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2661779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2661801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2661822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2661850 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2661874 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2661896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2661918.250000 Penalty: 4952.250488
	Iteration 120F: 3 clusters Score -2661918 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2661932.000000 Penalty: 4952.250488
	Iteration 121Q: 3 clusters Score -2661932 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2661951 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2661966 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2661988 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2661994 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2662007 nChanged 41
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Mstep: Class 1 contains 20146 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2662026 nChanged 44
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Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2662036 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2662046 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2662069 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2662091 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2662116 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2662134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2662150.250000 Penalty: 4952.250488
	Iteration 134Q: 3 clusters Score -2662150 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2662161 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2662170 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2662180 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2662190 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2662201.000000 Penalty: 4952.250488
	Iteration 139Q: 3 clusters Score -2662201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2662212.500000 Penalty: 4952.250488
	Iteration 140F: 3 clusters Score -2662212 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2662222 nChanged 24
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Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2662233.500000 Penalty: 4952.250488
	Iteration 142Q: 3 clusters Score -2662234 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2662243 nChanged 20
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Mstep: Class 1 contains 20635 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2662243 nChanged 20
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Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2662255.000000 Penalty: 4952.250488
	Iteration 145Q: 3 clusters Score -2662255 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2662267 nChanged 14
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Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2662272 nChanged 15
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Mstep: Class 1 contains 20685 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2662278 nChanged 13
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Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2662282 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2662289 nChanged 7
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Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2662294.500000 Penalty: 4952.250488
	Iteration 151Q: 3 clusters Score -2662294 nChanged 7
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Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 962 members 
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	Iteration 152Q: 3 clusters Score -2662294 nChanged 10
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Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2662301 nChanged 8
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Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 948 members 
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	Iteration 154Q: 3 clusters Score -2662302 nChanged 11
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Mstep: Class 1 contains 20744 members 
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Entering Unmasked Estep 
Score: -2662305.250000 Penalty: 4952.250488
	Iteration 155Q: 3 clusters Score -2662305 nChanged 8
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Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2662308 nChanged 7
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2662315.750000 Penalty: 4952.250488
	Iteration 157Q: 3 clusters Score -2662316 nChanged 6
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Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2662320 nChanged 2
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Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2662323.250000 Penalty: 4952.250488
	Iteration 159Q: 3 clusters Score -2662323 nChanged 3
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Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2662322.250000 Penalty: 4952.250488
	Iteration 160F: 3 clusters Score -2662322 nChanged 5
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Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2662322 nChanged 4
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Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2662322 nChanged 4
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Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2662326.500000 Penalty: 4952.250488
	Iteration 163Q: 3 clusters Score -2662326 nChanged 5
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Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2662332.000000 Penalty: 4952.250488
	Iteration 164Q: 3 clusters Score -2662332 nChanged 6
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Mstep: Class 1 contains 20792 members 
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Entering Unmasked Estep 
Score: -2662335.750000 Penalty: 4952.250488
	Iteration 165Q: 3 clusters Score -2662336 nChanged 2
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Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2662336 nChanged 2
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Mstep: Class 1 contains 20792 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2662336 nChanged 2
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Entering Unmasked Estep 
Score: -2662336.250000 Penalty: 4952.250488
	Iteration 168Q: 3 clusters Score -2662336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2662337.000000 Penalty: 4952.250488
	Iteration 169Q: 3 clusters Score -2662337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2662338.750000 Penalty: 4952.250488
	Iteration 170Q: 3 clusters Score -2662339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2662338.750000 Penalty: 4952.250488
	Iteration 171Q: 3 clusters Score -2662339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2662339.000000 Penalty: 4952.250488
	Iteration 172Q: 3 clusters Score -2662339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2662339.000000 Penalty: 4952.250488
	Iteration 173F: 3 clusters Score -2662339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -662130.937500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -662130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -657619.375000 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -657619.4 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -658775.000000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -658775 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -659063.750000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -659063.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -659306.125000 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -659306.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -659496.875000 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -659496.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -659643.875000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -659643.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -659753.500000 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -659753.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -659844.062500 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -659844.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -659911.687500 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -659911.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -659965.937500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -659965.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -660010.687500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -660010.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -660051.125000 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -660051.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -660092.375000 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -660092.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -660130.125000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -660130.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -660151.500000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -660151.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -660172.625000 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -660172.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -660190.687500 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -660190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -660198.812500 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -660198.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -660210.062500 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -660210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -660216.812500 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -660216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -660227.687500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -660227.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -660232.562500 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -660232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -660241.625000 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -660241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -660252.312500 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -660252.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -660263.812500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -660263.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -660271.812500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -660271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -660276.875000 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -660276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -660284.687500 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -660284.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -660292.500000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -660292.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -660297.937500 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -660297.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -660305.437500 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -660305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -660313.937500 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -660313.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -660323.437500 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -660323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -660332.062500 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -660332.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -660341.250000 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -660341.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -660349.375000 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -660349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -660352.250000 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -660352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -660356.562500 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -660356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -660362.687500 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -660362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -660367.875000 Penalty: 4231.912598
	Iteration 39Q: 3 clusters Score -660367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -660372.187500 Penalty: 4231.912598
	Iteration 40F: 3 clusters Score -660372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -660373.125000 Penalty: 4231.912598
	Iteration 41Q: 3 clusters Score -660373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -660378.187500 Penalty: 4231.912598
	Iteration 42Q: 3 clusters Score -660378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -660378.312500 Penalty: 4231.912598
	Iteration 43Q: 3 clusters Score -660378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -660378.437500 Penalty: 4231.912598
	Iteration 44Q: 3 clusters Score -660378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -660378.312500 Penalty: 4231.912598
	Iteration 45Q: 3 clusters Score -660378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -660378.750000 Penalty: 4231.912598
	Iteration 46Q: 3 clusters Score -660378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -660380.062500 Penalty: 4231.912598
	Iteration 47Q: 3 clusters Score -660380.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -660380.062500 Penalty: 4231.912598
	Iteration 48F: 3 clusters Score -660380.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -565929.875000 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -565929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -561913.125000 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -561913.1 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -562873.312500 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -562873.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -563201.250000 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -563201.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -563450.125000 Penalty: 4148.795898
	Iteration 3F: 3 clusters Score -563450.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -563661.500000 Penalty: 4148.795898
	Iteration 4F: 3 clusters Score -563661.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -563797.750000 Penalty: 4148.795898
	Iteration 5Q: 3 clusters Score -563797.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -563916.062500 Penalty: 4148.795898
	Iteration 6Q: 3 clusters Score -563916.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -564003.312500 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -564003.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -564079.250000 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -564079.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -564133.812500 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -564133.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -564170.000000 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -564170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -564208.625000 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -564208.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -564259.875000 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -564259.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -564313.437500 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -564313.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -564368.875000 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -564368.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -564416.750000 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -564416.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -564467.937500 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -564467.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -564499.437500 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -564499.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -564525.937500 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -564525.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -564549.062500 Penalty: 4148.795898
	Iteration 19Q: 3 clusters Score -564549.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -564571.000000 Penalty: 4148.795898
	Iteration 20F: 3 clusters Score -564571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -564591.875000 Penalty: 4148.795898
	Iteration 21Q: 3 clusters Score -564591.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -564607.375000 Penalty: 4148.795898
	Iteration 22Q: 3 clusters Score -564607.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -564617.687500 Penalty: 4148.795898
	Iteration 23Q: 3 clusters Score -564617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -564626.812500 Penalty: 4148.795898
	Iteration 24Q: 3 clusters Score -564626.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -564633.187500 Penalty: 4148.795898
	Iteration 25Q: 3 clusters Score -564633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -564639.375000 Penalty: 4148.795898
	Iteration 26Q: 3 clusters Score -564639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -564645.000000 Penalty: 4148.795898
	Iteration 27Q: 3 clusters Score -564645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -564648.875000 Penalty: 4148.795898
	Iteration 28Q: 3 clusters Score -564648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -564652.750000 Penalty: 4148.795898
	Iteration 29Q: 3 clusters Score -564652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -564657.750000 Penalty: 4148.795898
	Iteration 30Q: 3 clusters Score -564657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -564662.437500 Penalty: 4148.795898
	Iteration 31Q: 3 clusters Score -564662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -564667.500000 Penalty: 4148.795898
	Iteration 32Q: 3 clusters Score -564667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -564669.687500 Penalty: 4148.795898
	Iteration 33Q: 3 clusters Score -564669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -564672.687500 Penalty: 4148.795898
	Iteration 34Q: 3 clusters Score -564672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -564676.187500 Penalty: 4148.795898
	Iteration 35Q: 3 clusters Score -564676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -564676.687500 Penalty: 4148.795898
	Iteration 36Q: 3 clusters Score -564676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -564677.312500 Penalty: 4148.795898
	Iteration 37Q: 3 clusters Score -564677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -564678.937500 Penalty: 4148.795898
	Iteration 38Q: 3 clusters Score -564678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -564682.812500 Penalty: 4148.795898
	Iteration 39Q: 3 clusters Score -564682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -564682.562500 Penalty: 4148.795898
	Iteration 40F: 3 clusters Score -564682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -564684.625000 Penalty: 4148.795898
	Iteration 41Q: 3 clusters Score -564684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -564685.187500 Penalty: 4148.795898
	Iteration 42Q: 3 clusters Score -564685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -564686.937500 Penalty: 4148.795898
	Iteration 43Q: 3 clusters Score -564686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -564690.437500 Penalty: 4148.795898
	Iteration 44Q: 3 clusters Score -564690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -564694.187500 Penalty: 4148.795898
	Iteration 45Q: 3 clusters Score -564694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -564697.937500 Penalty: 4148.795898
	Iteration 46Q: 3 clusters Score -564697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -564704.125000 Penalty: 4148.795898
	Iteration 47Q: 3 clusters Score -564704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -564707.250000 Penalty: 4148.795898
	Iteration 48Q: 3 clusters Score -564707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -564712.375000 Penalty: 4148.795898
	Iteration 49Q: 3 clusters Score -564712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -564713.812500 Penalty: 4148.795898
	Iteration 50Q: 3 clusters Score -564713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -564715.250000 Penalty: 4148.795898
	Iteration 51Q: 3 clusters Score -564715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -564718.187500 Penalty: 4148.795898
	Iteration 52Q: 3 clusters Score -564718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -564719.687500 Penalty: 4148.795898
	Iteration 53Q: 3 clusters Score -564719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -564720.375000 Penalty: 4148.795898
	Iteration 54Q: 3 clusters Score -564720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -564721.812500 Penalty: 4148.795898
	Iteration 55Q: 3 clusters Score -564721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -564722.187500 Penalty: 4148.795898
	Iteration 56Q: 3 clusters Score -564722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -564722.187500 Penalty: 4148.795898
	Iteration 57F: 3 clusters Score -564722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Entering Unmasked Estep 
Score: -1778863.500000 Penalty: 2362.110840
	Iteration 0F: 2 clusters Score -1778864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1768928.500000 Penalty: 4724.221680
	Iteration 0F: 3 clusters Score -1768928 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1771998.625000 Penalty: 4724.221680
	Iteration 1F: 3 clusters Score -1771999 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1772466.250000 Penalty: 4724.221680
	Iteration 2F: 3 clusters Score -1772466 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1773027.250000 Penalty: 4724.221680
	Iteration 3F: 3 clusters Score -1773027 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1773710.625000 Penalty: 4724.221680
	Iteration 4F: 3 clusters Score -1773711 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1774407.125000 Penalty: 4724.221680
	Iteration 5F: 3 clusters Score -1774407 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1775093.125000 Penalty: 4724.221680
	Iteration 6F: 3 clusters Score -1775093 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1775814.875000 Penalty: 4724.221680
	Iteration 7F: 3 clusters Score -1775815 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1776500.875000 Penalty: 4724.221680
	Iteration 8Q: 3 clusters Score -1776501 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1777086.000000 Penalty: 4724.221680
	Iteration 9Q: 3 clusters Score -1777086 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1777493.125000 Penalty: 4724.221680
	Iteration 10Q: 3 clusters Score -1777493 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1777716.750000 Penalty: 4724.221680
	Iteration 11Q: 3 clusters Score -1777717 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1777815.375000 Penalty: 4724.221680
	Iteration 12Q: 3 clusters Score -1777815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1777857.500000 Penalty: 4724.221680
	Iteration 13Q: 3 clusters Score -1777858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1777882.375000 Penalty: 4724.221680
	Iteration 14Q: 3 clusters Score -1777882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1777900.000000 Penalty: 4724.221680
	Iteration 15Q: 3 clusters Score -1777900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1777913.125000 Penalty: 4724.221680
	Iteration 16Q: 3 clusters Score -1777913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1777921.750000 Penalty: 4724.221680
	Iteration 17Q: 3 clusters Score -1777922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1777926.375000 Penalty: 4724.221680
	Iteration 18Q: 3 clusters Score -1777926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1777932.000000 Penalty: 4724.221680
	Iteration 19Q: 3 clusters Score -1777932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1777938.875000 Penalty: 4724.221680
	Iteration 20F: 3 clusters Score -1777939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1777941.500000 Penalty: 4724.221680
	Iteration 21Q: 3 clusters Score -1777942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1777942.750000 Penalty: 4724.221680
	Iteration 22Q: 3 clusters Score -1777943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1777945.625000 Penalty: 4724.221680
	Iteration 23Q: 3 clusters Score -1777946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1777948.125000 Penalty: 4724.221680
	Iteration 24Q: 3 clusters Score -1777948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1777949.125000 Penalty: 4724.221680
	Iteration 25Q: 3 clusters Score -1777949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1777953.375000 Penalty: 4724.221680
	Iteration 26Q: 3 clusters Score -1777953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1777948.375000 Penalty: 4724.221680
	Iteration 27Q: 3 clusters Score -1777948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1777950.750000 Penalty: 4724.221680
	Iteration 28Q: 3 clusters Score -1777951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1777950.875000 Penalty: 4724.221680
	Iteration 29Q: 3 clusters Score -1777951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1777953.750000 Penalty: 4724.221680
	Iteration 30Q: 3 clusters Score -1777954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1777954.750000 Penalty: 4724.221680
	Iteration 31Q: 3 clusters Score -1777955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1777953.875000 Penalty: 4724.221680
	Iteration 32Q: 3 clusters Score -1777954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1777953.875000 Penalty: 4724.221680
	Iteration 33F: 3 clusters Score -1777954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Entering Unmasked Estep 
Score: -5594327.000000 Penalty: 2635.879150
	Iteration 0F: 2 clusters Score -5594327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5566397.000000 Penalty: 5271.758301
	Iteration 0F: 3 clusters Score -5566397 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5576572.000000 Penalty: 5271.758301
	Iteration 1F: 3 clusters Score -5576572 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5577014.000000 Penalty: 5271.758301
	Iteration 2Q: 3 clusters Score -5577014 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5577479.000000 Penalty: 5271.758301
	Iteration 3Q: 3 clusters Score -5577479 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5577992.500000 Penalty: 5271.758301
	Iteration 4Q: 3 clusters Score -5577992 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5578624.500000 Penalty: 5271.758301
	Iteration 5Q: 3 clusters Score -5578624 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -5579490.000000 Penalty: 5271.758301
	Iteration 6Q: 3 clusters Score -5579490 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5580706.500000 Penalty: 5271.758301
	Iteration 7F: 3 clusters Score -5580706 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5582560.500000 Penalty: 5271.758301
	Iteration 8F: 3 clusters Score -5582560 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5584968.500000 Penalty: 5271.758301
	Iteration 9F: 3 clusters Score -5584968 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5587432.000000 Penalty: 5271.758301
	Iteration 10F: 3 clusters Score -5587432 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5589450.500000 Penalty: 5271.758301
	Iteration 11F: 3 clusters Score -5589450 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5590688.000000 Penalty: 5271.758301
	Iteration 12Q: 3 clusters Score -5590688 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5591321.500000 Penalty: 5271.758301
	Iteration 13Q: 3 clusters Score -5591322 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5591600.500000 Penalty: 5271.758301
	Iteration 14Q: 3 clusters Score -5591600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5591750.500000 Penalty: 5271.758301
	Iteration 15Q: 3 clusters Score -5591750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5591824.500000 Penalty: 5271.758301
	Iteration 16Q: 3 clusters Score -5591824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5591870.000000 Penalty: 5271.758301
	Iteration 17Q: 3 clusters Score -5591870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5591895.000000 Penalty: 5271.758301
	Iteration 18Q: 3 clusters Score -5591895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -5591925.500000 Penalty: 5271.758301
	Iteration 19Q: 3 clusters Score -5591926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5591953.500000 Penalty: 5271.758301
	Iteration 20F: 3 clusters Score -5591954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5591975.000000 Penalty: 5271.758301
	Iteration 21Q: 3 clusters Score -5591975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5591994.000000 Penalty: 5271.758301
	Iteration 22Q: 3 clusters Score -5591994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5592003.500000 Penalty: 5271.758301
	Iteration 23Q: 3 clusters Score -5592004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5592004.000000 Penalty: 5271.758301
	Iteration 24Q: 3 clusters Score -5592004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5592012.000000 Penalty: 5271.758301
	Iteration 25Q: 3 clusters Score -5592012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5592013.000000 Penalty: 5271.758301
	Iteration 26Q: 3 clusters Score -5592013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5592018.000000 Penalty: 5271.758301
	Iteration 27Q: 3 clusters Score -5592018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5592030.500000 Penalty: 5271.758301
	Iteration 28Q: 3 clusters Score -5592030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5592034.000000 Penalty: 5271.758301
	Iteration 29Q: 3 clusters Score -5592034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5592033.500000 Penalty: 5271.758301
	Iteration 30Q: 3 clusters Score -5592034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5592033.000000 Penalty: 5271.758301
	Iteration 31Q: 3 clusters Score -5592033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5592034.500000 Penalty: 5271.758301
	Iteration 32Q: 3 clusters Score -5592034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5592034.000000 Penalty: 5271.758301
	Iteration 33Q: 3 clusters Score -5592034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5592034.000000 Penalty: 5271.758301
	Iteration 34F: 3 clusters Score -5592034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -1200972.875000 Penalty: 2257.206787
	Iteration 0F: 2 clusters Score -1200973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1193912.750000 Penalty: 4514.413574
	Iteration 0F: 3 clusters Score -1193913 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1195866.000000 Penalty: 4514.413574
	Iteration 1F: 3 clusters Score -1195866 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1196118.625000 Penalty: 4514.413574
	Iteration 2F: 3 clusters Score -1196119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1196292.125000 Penalty: 4514.413574
	Iteration 3Q: 3 clusters Score -1196292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1196422.875000 Penalty: 4514.413574
	Iteration 4Q: 3 clusters Score -1196423 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1196537.000000 Penalty: 4514.413574
	Iteration 5Q: 3 clusters Score -1196537 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1196628.750000 Penalty: 4514.413574
	Iteration 6Q: 3 clusters Score -1196629 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1196713.875000 Penalty: 4514.413574
	Iteration 7Q: 3 clusters Score -1196714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1196779.875000 Penalty: 4514.413574
	Iteration 8Q: 3 clusters Score -1196780 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1196838.875000 Penalty: 4514.413574
	Iteration 9Q: 3 clusters Score -1196839 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1196897.125000 Penalty: 4514.413574
	Iteration 10Q: 3 clusters Score -1196897 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1196955.875000 Penalty: 4514.413574
	Iteration 11Q: 3 clusters Score -1196956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1197016.000000 Penalty: 4514.413574
	Iteration 12Q: 3 clusters Score -1197016 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1197090.750000 Penalty: 4514.413574
	Iteration 13Q: 3 clusters Score -1197091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1197205.750000 Penalty: 4514.413574
	Iteration 14Q: 3 clusters Score -1197206 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1197334.375000 Penalty: 4514.413574
	Iteration 15Q: 3 clusters Score -1197334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1197467.375000 Penalty: 4514.413574
	Iteration 16Q: 3 clusters Score -1197467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1197606.250000 Penalty: 4514.413574
	Iteration 17Q: 3 clusters Score -1197606 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1197764.125000 Penalty: 4514.413574
	Iteration 18Q: 3 clusters Score -1197764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1197908.625000 Penalty: 4514.413574
	Iteration 19Q: 3 clusters Score -1197909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1198062.125000 Penalty: 4514.413574
	Iteration 20F: 3 clusters Score -1198062 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1198215.500000 Penalty: 4514.413574
	Iteration 21Q: 3 clusters Score -1198216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1198337.250000 Penalty: 4514.413574
	Iteration 22Q: 3 clusters Score -1198337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1198442.250000 Penalty: 4514.413574
	Iteration 23Q: 3 clusters Score -1198442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1198545.125000 Penalty: 4514.413574
	Iteration 24Q: 3 clusters Score -1198545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1198619.250000 Penalty: 4514.413574
	Iteration 25Q: 3 clusters Score -1198619 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1198683.750000 Penalty: 4514.413574
	Iteration 26Q: 3 clusters Score -1198684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1198741.250000 Penalty: 4514.413574
	Iteration 27Q: 3 clusters Score -1198741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1198782.250000 Penalty: 4514.413574
	Iteration 28Q: 3 clusters Score -1198782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1198821.750000 Penalty: 4514.413574
	Iteration 29Q: 3 clusters Score -1198822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1198849.250000 Penalty: 4514.413574
	Iteration 30Q: 3 clusters Score -1198849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1198870.625000 Penalty: 4514.413574
	Iteration 31Q: 3 clusters Score -1198871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1198902.250000 Penalty: 4514.413574
	Iteration 32Q: 3 clusters Score -1198902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1198930.500000 Penalty: 4514.413574
	Iteration 33Q: 3 clusters Score -1198930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1198954.250000 Penalty: 4514.413574
	Iteration 34Q: 3 clusters Score -1198954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1198978.500000 Penalty: 4514.413574
	Iteration 35Q: 3 clusters Score -1198978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1198996.625000 Penalty: 4514.413574
	Iteration 36Q: 3 clusters Score -1198997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1199006.750000 Penalty: 4514.413574
	Iteration 37Q: 3 clusters Score -1199007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1199018.875000 Penalty: 4514.413574
	Iteration 38Q: 3 clusters Score -1199019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1199028.125000 Penalty: 4514.413574
	Iteration 39Q: 3 clusters Score -1199028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1199031.250000 Penalty: 4514.413574
	Iteration 40F: 3 clusters Score -1199031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1199033.000000 Penalty: 4514.413574
	Iteration 41Q: 3 clusters Score -1199033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1199033.250000 Penalty: 4514.413574
	Iteration 42Q: 3 clusters Score -1199033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1199036.250000 Penalty: 4514.413574
	Iteration 43Q: 3 clusters Score -1199036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1199040.250000 Penalty: 4514.413574
	Iteration 44Q: 3 clusters Score -1199040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1199042.125000 Penalty: 4514.413574
	Iteration 45Q: 3 clusters Score -1199042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1199046.375000 Penalty: 4514.413574
	Iteration 46Q: 3 clusters Score -1199046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1199051.875000 Penalty: 4514.413574
	Iteration 47Q: 3 clusters Score -1199052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1199053.500000 Penalty: 4514.413574
	Iteration 48Q: 3 clusters Score -1199054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1199052.500000 Penalty: 4514.413574
	Iteration 49Q: 3 clusters Score -1199052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1199052.500000 Penalty: 4514.413574
	Iteration 50F: 3 clusters Score -1199052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (118753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Entering Unmasked Estep 
Score: -14791901.000000 Penalty: 2897.830566
	Iteration 0F: 2 clusters Score -1.47919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -14712508.000000 Penalty: 5795.661133
	Iteration 0F: 3 clusters Score -1.471251e+07 nChanged 56493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -14745323.000000 Penalty: 5795.661133
	Iteration 1F: 3 clusters Score -1.474532e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -14746665.000000 Penalty: 5795.661133
	Iteration 2Q: 3 clusters Score -1.474666e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -14748362.000000 Penalty: 5795.661133
	Iteration 3Q: 3 clusters Score -1.474836e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -14750720.000000 Penalty: 5795.661133
	Iteration 4Q: 3 clusters Score -1.475072e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -14753407.000000 Penalty: 5795.661133
	Iteration 5Q: 3 clusters Score -1.475341e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -14756674.000000 Penalty: 5795.661133
	Iteration 6F: 3 clusters Score -1.475667e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -14760331.000000 Penalty: 5795.661133
	Iteration 7F: 3 clusters Score -1.476033e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -14764224.000000 Penalty: 5795.661133
	Iteration 8F: 3 clusters Score -1.476422e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -14767840.000000 Penalty: 5795.661133
	Iteration 9F: 3 clusters Score -1.476784e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -14770589.000000 Penalty: 5795.661133
	Iteration 10Q: 3 clusters Score -1.477059e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -14772085.000000 Penalty: 5795.661133
	Iteration 11Q: 3 clusters Score -1.477208e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -14773005.000000 Penalty: 5795.661133
	Iteration 12Q: 3 clusters Score -1.4773e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -14773589.000000 Penalty: 5795.661133
	Iteration 13Q: 3 clusters Score -1.477359e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -14774139.000000 Penalty: 5795.661133
	Iteration 14Q: 3 clusters Score -1.477414e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -14774481.000000 Penalty: 5795.661133
	Iteration 15Q: 3 clusters Score -1.477448e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -14774795.000000 Penalty: 5795.661133
	Iteration 16Q: 3 clusters Score -1.47748e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -14775252.000000 Penalty: 5795.661133
	Iteration 17Q: 3 clusters Score -1.477525e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -14775856.000000 Penalty: 5795.661133
	Iteration 18Q: 3 clusters Score -1.477586e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -14776381.000000 Penalty: 5795.661133
	Iteration 19Q: 3 clusters Score -1.477638e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -14776981.000000 Penalty: 5795.661133
	Iteration 20F: 3 clusters Score -1.477698e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -14777729.000000 Penalty: 5795.661133
	Iteration 21Q: 3 clusters Score -1.477773e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -14778357.000000 Penalty: 5795.661133
	Iteration 22Q: 3 clusters Score -1.477836e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -14779066.000000 Penalty: 5795.661133
	Iteration 23Q: 3 clusters Score -1.477907e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -14779831.000000 Penalty: 5795.661133
	Iteration 24Q: 3 clusters Score -1.477983e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -14780589.000000 Penalty: 5795.661133
	Iteration 25Q: 3 clusters Score -1.478059e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -14781457.000000 Penalty: 5795.661133
	Iteration 26Q: 3 clusters Score -1.478146e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -14782349.000000 Penalty: 5795.661133
	Iteration 27Q: 3 clusters Score -1.478235e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -14783268.000000 Penalty: 5795.661133
	Iteration 28Q: 3 clusters Score -1.478327e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -14784297.000000 Penalty: 5795.661133
	Iteration 29Q: 3 clusters Score -1.47843e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 108002 members 
Entering Unmasked Estep 
Score: -14785249.000000 Penalty: 5795.661133
	Iteration 30Q: 3 clusters Score -1.478525e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -14786205.000000 Penalty: 5795.661133
	Iteration 31Q: 3 clusters Score -1.47862e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -14787007.000000 Penalty: 5795.661133
	Iteration 32Q: 3 clusters Score -1.478701e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -14787711.000000 Penalty: 5795.661133
	Iteration 33Q: 3 clusters Score -1.478771e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -14788261.000000 Penalty: 5795.661133
	Iteration 34Q: 3 clusters Score -1.478826e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -14788700.000000 Penalty: 5795.661133
	Iteration 35Q: 3 clusters Score -1.47887e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -14789112.000000 Penalty: 5795.661133
	Iteration 36Q: 3 clusters Score -1.478911e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -14789387.000000 Penalty: 5795.661133
	Iteration 37Q: 3 clusters Score -1.478939e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -14789671.000000 Penalty: 5795.661133
	Iteration 38Q: 3 clusters Score -1.478967e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -14789834.000000 Penalty: 5795.661133
	Iteration 39Q: 3 clusters Score -1.478983e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 116449 members 
Entering Unmasked Estep 
Score: -14789915.000000 Penalty: 5795.661133
	Iteration 40F: 3 clusters Score -1.478992e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -14789974.000000 Penalty: 5795.661133
	Iteration 41Q: 3 clusters Score -1.478997e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 116693 members 
Entering Unmasked Estep 
Score: -14790028.000000 Penalty: 5795.661133
	Iteration 42Q: 3 clusters Score -1.479003e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -14790060.000000 Penalty: 5795.661133
	Iteration 43Q: 3 clusters Score -1.479006e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -14790092.000000 Penalty: 5795.661133
	Iteration 44Q: 3 clusters Score -1.479009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -14790132.000000 Penalty: 5795.661133
	Iteration 45Q: 3 clusters Score -1.479013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -14790142.000000 Penalty: 5795.661133
	Iteration 46Q: 3 clusters Score -1.479014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -14790125.000000 Penalty: 5795.661133
	Iteration 47Q: 3 clusters Score -1.479012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 116984 members 
Entering Unmasked Estep 
Score: -14790146.000000 Penalty: 5795.661133
	Iteration 48Q: 3 clusters Score -1.479015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -14790177.000000 Penalty: 5795.661133
	Iteration 49Q: 3 clusters Score -1.479018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -14790187.000000 Penalty: 5795.661133
	Iteration 50Q: 3 clusters Score -1.479019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -14790183.000000 Penalty: 5795.661133
	Iteration 51Q: 3 clusters Score -1.479018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -14790187.000000 Penalty: 5795.661133
	Iteration 52Q: 3 clusters Score -1.479019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -14790193.000000 Penalty: 5795.661133
	Iteration 53Q: 3 clusters Score -1.479019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -14790210.000000 Penalty: 5795.661133
	Iteration 54Q: 3 clusters Score -1.479021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 117083 members 
Entering Unmasked Estep 
Score: -14790200.000000 Penalty: 5795.661133
	Iteration 55Q: 3 clusters Score -1.47902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
Score: -14790205.000000 Penalty: 5795.661133
	Iteration 56Q: 3 clusters Score -1.47902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -14790215.000000 Penalty: 5795.661133
	Iteration 57Q: 3 clusters Score -1.479022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -14790207.000000 Penalty: 5795.661133
	Iteration 58Q: 3 clusters Score -1.479021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -14790203.000000 Penalty: 5795.661133
	Iteration 59Q: 3 clusters Score -1.47902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -14790207.000000 Penalty: 5795.661133
	Iteration 60F: 3 clusters Score -1.479021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -14790215.000000 Penalty: 5795.661133
	Iteration 61Q: 3 clusters Score -1.479022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -14790208.000000 Penalty: 5795.661133
	Iteration 62Q: 3 clusters Score -1.479021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -14790209.000000 Penalty: 5795.661133
	Iteration 63Q: 3 clusters Score -1.479021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -14790213.000000 Penalty: 5795.661133
	Iteration 64Q: 3 clusters Score -1.479021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -14790215.000000 Penalty: 5795.661133
	Iteration 65Q: 3 clusters Score -1.479022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -14790215.000000 Penalty: 5795.661133
	Iteration 66Q: 3 clusters Score -1.479022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -14790224.000000 Penalty: 5795.661133
	Iteration 67Q: 3 clusters Score -1.479022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -14790222.000000 Penalty: 5795.661133
	Iteration 68Q: 3 clusters Score -1.479022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -14790232.000000 Penalty: 5795.661133
	Iteration 69Q: 3 clusters Score -1.479023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -14790237.000000 Penalty: 5795.661133
	Iteration 70Q: 3 clusters Score -1.479024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -14790237.000000 Penalty: 5795.661133
	Iteration 71F: 3 clusters Score -1.479024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Entering Unmasked Estep 
Score: -10256365.000000 Penalty: 2788.725830
	Iteration 0F: 2 clusters Score -1.025636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -10205115.000000 Penalty: 5577.451660
	Iteration 0F: 3 clusters Score -1.020512e+07 nChanged 35985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -10225405.000000 Penalty: 5577.451660
	Iteration 1F: 3 clusters Score -1.02254e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10226102.000000 Penalty: 5577.451660
	Iteration 2Q: 3 clusters Score -1.02261e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -10226929.000000 Penalty: 5577.451660
	Iteration 3Q: 3 clusters Score -1.022693e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -10227950.000000 Penalty: 5577.451660
	Iteration 4Q: 3 clusters Score -1.022795e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -10229565.000000 Penalty: 5577.451660
	Iteration 5Q: 3 clusters Score -1.022956e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -10232225.000000 Penalty: 5577.451660
	Iteration 6F: 3 clusters Score -1.023222e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -10236197.000000 Penalty: 5577.451660
	Iteration 7F: 3 clusters Score -1.02362e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -10241721.000000 Penalty: 5577.451660
	Iteration 8F: 3 clusters Score -1.024172e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -10247213.000000 Penalty: 5577.451660
	Iteration 9F: 3 clusters Score -1.024721e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -10251106.000000 Penalty: 5577.451660
	Iteration 10F: 3 clusters Score -1.025111e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -10252950.000000 Penalty: 5577.451660
	Iteration 11Q: 3 clusters Score -1.025295e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -10253557.000000 Penalty: 5577.451660
	Iteration 12Q: 3 clusters Score -1.025356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -10253713.000000 Penalty: 5577.451660
	Iteration 13Q: 3 clusters Score -1.025371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -10253777.000000 Penalty: 5577.451660
	Iteration 14Q: 3 clusters Score -1.025378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -10253814.000000 Penalty: 5577.451660
	Iteration 15Q: 3 clusters Score -1.025381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -10253841.000000 Penalty: 5577.451660
	Iteration 16Q: 3 clusters Score -1.025384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -10253850.000000 Penalty: 5577.451660
	Iteration 17Q: 3 clusters Score -1.025385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -10253860.000000 Penalty: 5577.451660
	Iteration 18Q: 3 clusters Score -1.025386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
Score: -10253872.000000 Penalty: 5577.451660
	Iteration 19Q: 3 clusters Score -1.025387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -10253879.000000 Penalty: 5577.451660
	Iteration 20F: 3 clusters Score -1.025388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Entering Unmasked Estep 
Score: -2336533.750000 Penalty: 2419.998047
	Iteration 0F: 2 clusters Score -2336534 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 8645 members 
Entering Unmasked Estep 
Score: -2324262.000000 Penalty: 4839.996094
	Iteration 0F: 3 clusters Score -2324262 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2328546.000000 Penalty: 4839.996094
	Iteration 1F: 3 clusters Score -2328546 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2329173.750000 Penalty: 4839.996094
	Iteration 2F: 3 clusters Score -2329174 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2329874.500000 Penalty: 4839.996094
	Iteration 3F: 3 clusters Score -2329874 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2330581.500000 Penalty: 4839.996094
	Iteration 4F: 3 clusters Score -2330582 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2331245.250000 Penalty: 4839.996094
	Iteration 5F: 3 clusters Score -2331245 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2331857.500000 Penalty: 4839.996094
	Iteration 6F: 3 clusters Score -2331858 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2332284.750000 Penalty: 4839.996094
	Iteration 7Q: 3 clusters Score -2332285 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2332673.250000 Penalty: 4839.996094
	Iteration 8Q: 3 clusters Score -2332673 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2332976.500000 Penalty: 4839.996094
	Iteration 9Q: 3 clusters Score -2332976 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2333189.250000 Penalty: 4839.996094
	Iteration 10Q: 3 clusters Score -2333189 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2333339.500000 Penalty: 4839.996094
	Iteration 11Q: 3 clusters Score -2333340 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2333497.000000 Penalty: 4839.996094
	Iteration 12Q: 3 clusters Score -2333497 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2333647.500000 Penalty: 4839.996094
	Iteration 13Q: 3 clusters Score -2333648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2333778.750000 Penalty: 4839.996094
	Iteration 14Q: 3 clusters Score -2333779 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2333877.250000 Penalty: 4839.996094
	Iteration 15Q: 3 clusters Score -2333877 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2333970.750000 Penalty: 4839.996094
	Iteration 16Q: 3 clusters Score -2333971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2334062.000000 Penalty: 4839.996094
	Iteration 17Q: 3 clusters Score -2334062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2334146.500000 Penalty: 4839.996094
	Iteration 18Q: 3 clusters Score -2334146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2334241.000000 Penalty: 4839.996094
	Iteration 19Q: 3 clusters Score -2334241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2334361.500000 Penalty: 4839.996094
	Iteration 20F: 3 clusters Score -2334362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2334495.500000 Penalty: 4839.996094
	Iteration 21Q: 3 clusters Score -2334496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2334630.250000 Penalty: 4839.996094
	Iteration 22Q: 3 clusters Score -2334630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2334734.750000 Penalty: 4839.996094
	Iteration 23Q: 3 clusters Score -2334735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2334834.250000 Penalty: 4839.996094
	Iteration 24Q: 3 clusters Score -2334834 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2334908.000000 Penalty: 4839.996094
	Iteration 25Q: 3 clusters Score -2334908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2334988.750000 Penalty: 4839.996094
	Iteration 26Q: 3 clusters Score -2334989 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2335035.500000 Penalty: 4839.996094
	Iteration 27Q: 3 clusters Score -2335036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2335071.000000 Penalty: 4839.996094
	Iteration 28Q: 3 clusters Score -2335071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2335107.000000 Penalty: 4839.996094
	Iteration 29Q: 3 clusters Score -2335107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2335122.750000 Penalty: 4839.996094
	Iteration 30Q: 3 clusters Score -2335123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2335134.000000 Penalty: 4839.996094
	Iteration 31Q: 3 clusters Score -2335134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2335144.500000 Penalty: 4839.996094
	Iteration 32Q: 3 clusters Score -2335144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2335157.500000 Penalty: 4839.996094
	Iteration 33Q: 3 clusters Score -2335158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2335170.000000 Penalty: 4839.996094
	Iteration 34Q: 3 clusters Score -2335170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2335177.750000 Penalty: 4839.996094
	Iteration 35Q: 3 clusters Score -2335178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2335189.000000 Penalty: 4839.996094
	Iteration 36Q: 3 clusters Score -2335189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2335197.000000 Penalty: 4839.996094
	Iteration 37Q: 3 clusters Score -2335197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2335202.750000 Penalty: 4839.996094
	Iteration 38Q: 3 clusters Score -2335203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2335209.000000 Penalty: 4839.996094
	Iteration 39Q: 3 clusters Score -2335209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2335214.250000 Penalty: 4839.996094
	Iteration 40F: 3 clusters Score -2335214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2335219.000000 Penalty: 4839.996094
	Iteration 41Q: 3 clusters Score -2335219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2335217.000000 Penalty: 4839.996094
	Iteration 42Q: 3 clusters Score -2335217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2335214.000000 Penalty: 4839.996094
	Iteration 43Q: 3 clusters Score -2335214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2335219.500000 Penalty: 4839.996094
	Iteration 44Q: 3 clusters Score -2335220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2335222.500000 Penalty: 4839.996094
	Iteration 45Q: 3 clusters Score -2335222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2335226.750000 Penalty: 4839.996094
	Iteration 46Q: 3 clusters Score -2335227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2335223.000000 Penalty: 4839.996094
	Iteration 47Q: 3 clusters Score -2335223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2335223.000000 Penalty: 4839.996094
	Iteration 48Q: 3 clusters Score -2335223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2335223.000000 Penalty: 4839.996094
	Iteration 49F: 3 clusters Score -2335223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -851353.375000 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -851353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -845748.625000 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -845748.6 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -847306.250000 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -847306.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -847805.312500 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -847805.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -848316.937500 Penalty: 4370.135742
	Iteration 3F: 3 clusters Score -848316.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -848821.750000 Penalty: 4370.135742
	Iteration 4F: 3 clusters Score -848821.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -849316.875000 Penalty: 4370.135742
	Iteration 5F: 3 clusters Score -849316.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -849712.500000 Penalty: 4370.135742
	Iteration 6F: 3 clusters Score -849712.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -849986.125000 Penalty: 4370.135742
	Iteration 7Q: 3 clusters Score -849986.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -850137.500000 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -850137.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -850221.875000 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -850221.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -850277.687500 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -850277.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -850303.812500 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -850303.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -850314.375000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -850314.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -850320.062500 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -850320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -850322.375000 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -850322.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -850325.437500 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -850325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -850327.750000 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -850327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -850327.375000 Penalty: 4370.135742
	Iteration 17Q: 3 clusters Score -850327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -850330.812500 Penalty: 4370.135742
	Iteration 18Q: 3 clusters Score -850330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -850329.750000 Penalty: 4370.135742
	Iteration 19Q: 3 clusters Score -850329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -850329.062500 Penalty: 4370.135742
	Iteration 20F: 3 clusters Score -850329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -434578.656250 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -434578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431022.281250 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -431022.3 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -431870.093750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -431870.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -432120.875000 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -432120.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -432294.875000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -432294.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -432422.906250 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -432422.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -432516.593750 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -432516.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -432604.312500 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -432604.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -432677.562500 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -432677.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -432739.468750 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -432739.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -432781.593750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -432781.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -432814.968750 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -432815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -432847.906250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -432847.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -432880.250000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -432880.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -432913.875000 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -432913.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -432943.656250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -432943.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -432963.625000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -432963.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -432980.718750 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -432980.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -432994.843750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -432994.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -433005.812500 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -433005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -433016.968750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -433017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -433032.312500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -433032.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -433054.281250 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -433054.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -433069.781250 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -433069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -433074.968750 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -433075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -433080.531250 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -433080.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -433084.281250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -433084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -433086.468750 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -433086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -433087.656250 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -433087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -433088.531250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -433088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -433088.843750 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -433088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -433088.843750 Penalty: 4042.202637
	Iteration 30F: 3 clusters Score -433088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1829739.125000 Penalty: 2368.193359
	Iteration 0F: 2 clusters Score -1829739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1819518.375000 Penalty: 4736.386719
	Iteration 0F: 3 clusters Score -1819518 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1822903.375000 Penalty: 4736.386719
	Iteration 1F: 3 clusters Score -1822903 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1823457.875000 Penalty: 4736.386719
	Iteration 2F: 3 clusters Score -1823458 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1824020.125000 Penalty: 4736.386719
	Iteration 3F: 3 clusters Score -1824020 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1824500.875000 Penalty: 4736.386719
	Iteration 4F: 3 clusters Score -1824501 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1824867.375000 Penalty: 4736.386719
	Iteration 5Q: 3 clusters Score -1824867 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1825192.625000 Penalty: 4736.386719
	Iteration 6Q: 3 clusters Score -1825193 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1825472.125000 Penalty: 4736.386719
	Iteration 7Q: 3 clusters Score -1825472 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1825699.875000 Penalty: 4736.386719
	Iteration 8Q: 3 clusters Score -1825700 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1825908.500000 Penalty: 4736.386719
	Iteration 9Q: 3 clusters Score -1825908 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1826117.375000 Penalty: 4736.386719
	Iteration 10Q: 3 clusters Score -1826117 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1826311.250000 Penalty: 4736.386719
	Iteration 11Q: 3 clusters Score -1826311 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1826460.875000 Penalty: 4736.386719
	Iteration 12Q: 3 clusters Score -1826461 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1826596.000000 Penalty: 4736.386719
	Iteration 13Q: 3 clusters Score -1826596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1826739.500000 Penalty: 4736.386719
	Iteration 14Q: 3 clusters Score -1826740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1826858.875000 Penalty: 4736.386719
	Iteration 15Q: 3 clusters Score -1826859 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1826986.375000 Penalty: 4736.386719
	Iteration 16Q: 3 clusters Score -1826986 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1827126.625000 Penalty: 4736.386719
	Iteration 17Q: 3 clusters Score -1827127 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1827260.750000 Penalty: 4736.386719
	Iteration 18Q: 3 clusters Score -1827261 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1827385.875000 Penalty: 4736.386719
	Iteration 19Q: 3 clusters Score -1827386 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1827498.750000 Penalty: 4736.386719
	Iteration 20F: 3 clusters Score -1827499 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1827572.625000 Penalty: 4736.386719
	Iteration 21Q: 3 clusters Score -1827573 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1827645.500000 Penalty: 4736.386719
	Iteration 22Q: 3 clusters Score -1827646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1827692.000000 Penalty: 4736.386719
	Iteration 23Q: 3 clusters Score -1827692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1827733.625000 Penalty: 4736.386719
	Iteration 24Q: 3 clusters Score -1827734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1827757.875000 Penalty: 4736.386719
	Iteration 25Q: 3 clusters Score -1827758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1827786.250000 Penalty: 4736.386719
	Iteration 26Q: 3 clusters Score -1827786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1827815.250000 Penalty: 4736.386719
	Iteration 27Q: 3 clusters Score -1827815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1827841.250000 Penalty: 4736.386719
	Iteration 28Q: 3 clusters Score -1827841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1827869.000000 Penalty: 4736.386719
	Iteration 29Q: 3 clusters Score -1827869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1827888.000000 Penalty: 4736.386719
	Iteration 30Q: 3 clusters Score -1827888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1827909.250000 Penalty: 4736.386719
	Iteration 31Q: 3 clusters Score -1827909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1827916.375000 Penalty: 4736.386719
	Iteration 32Q: 3 clusters Score -1827916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1827929.750000 Penalty: 4736.386719
	Iteration 33Q: 3 clusters Score -1827930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1827929.500000 Penalty: 4736.386719
	Iteration 34Q: 3 clusters Score -1827930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1827936.000000 Penalty: 4736.386719
	Iteration 35Q: 3 clusters Score -1827936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1827937.125000 Penalty: 4736.386719
	Iteration 36Q: 3 clusters Score -1827937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1827946.375000 Penalty: 4736.386719
	Iteration 37Q: 3 clusters Score -1827946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1827949.250000 Penalty: 4736.386719
	Iteration 38Q: 3 clusters Score -1827949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1827947.750000 Penalty: 4736.386719
	Iteration 39Q: 3 clusters Score -1827948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1827951.625000 Penalty: 4736.386719
	Iteration 40F: 3 clusters Score -1827952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1827947.625000 Penalty: 4736.386719
	Iteration 41Q: 3 clusters Score -1827948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1827953.875000 Penalty: 4736.386719
	Iteration 42Q: 3 clusters Score -1827954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1827959.500000 Penalty: 4736.386719
	Iteration 43Q: 3 clusters Score -1827960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1827956.250000 Penalty: 4736.386719
	Iteration 44Q: 3 clusters Score -1827956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1827963.250000 Penalty: 4736.386719
	Iteration 45Q: 3 clusters Score -1827963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1827963.750000 Penalty: 4736.386719
	Iteration 46Q: 3 clusters Score -1827964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1827961.750000 Penalty: 4736.386719
	Iteration 47Q: 3 clusters Score -1827962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1827963.125000 Penalty: 4736.386719
	Iteration 48Q: 3 clusters Score -1827963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1827967.500000 Penalty: 4736.386719
	Iteration 49Q: 3 clusters Score -1827968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1827968.625000 Penalty: 4736.386719
	Iteration 50Q: 3 clusters Score -1827969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1827969.250000 Penalty: 4736.386719
	Iteration 51Q: 3 clusters Score -1827969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1827971.750000 Penalty: 4736.386719
	Iteration 52Q: 3 clusters Score -1827972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1827975.000000 Penalty: 4736.386719
	Iteration 53Q: 3 clusters Score -1827975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1827981.375000 Penalty: 4736.386719
	Iteration 54Q: 3 clusters Score -1827981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1827981.250000 Penalty: 4736.386719
	Iteration 55Q: 3 clusters Score -1827981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1827984.500000 Penalty: 4736.386719
	Iteration 56Q: 3 clusters Score -1827984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1827987.000000 Penalty: 4736.386719
	Iteration 57Q: 3 clusters Score -1827987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1827984.875000 Penalty: 4736.386719
	Iteration 58Q: 3 clusters Score -1827985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1827988.500000 Penalty: 4736.386719
	Iteration 59Q: 3 clusters Score -1827988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1827985.750000 Penalty: 4736.386719
	Iteration 60F: 3 clusters Score -1827986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1827985.750000 Penalty: 4736.386719
	Iteration 61Q: 3 clusters Score -1827986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1827985.750000 Penalty: 4736.386719
	Iteration 62F: 3 clusters Score -1827986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 127991 members 
Mstep: Class 7 contains 226834 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67865 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 79518 members 
Mstep: Class 16 contains 136992 members 
Mstep: Class 17 contains 69399 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 129189 members 
Mstep: Class 20 contains 104778 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41297 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118753 members 
Mstep: Class 30 contains 76486 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131808.000000 Penalty: 119358.375000
Iteration 279Q: 35 clusters Score -1.811318e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 127987 members 
Mstep: Class 7 contains 226760 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 21054 members 
Mstep: Class 13 contains 67864 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 79514 members 
Mstep: Class 16 contains 137676 members 
Mstep: Class 17 contains 69391 members 
Mstep: Class 18 contains 15232 members 
Mstep: Class 19 contains 128568 members 
Mstep: Class 20 contains 104763 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21694 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41297 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118807 members 
Mstep: Class 30 contains 76469 members 
Mstep: Class 31 contains 17286 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132224.000000 Penalty: 119358.375000
Iteration 280F: 35 clusters Score -1.811322e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 127985 members 
Mstep: Class 7 contains 226703 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67864 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79509 members 
Mstep: Class 16 contains 138346 members 
Mstep: Class 17 contains 69380 members 
Mstep: Class 18 contains 15239 members 
Mstep: Class 19 contains 127956 members 
Mstep: Class 20 contains 104741 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 41300 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118844 members 
Mstep: Class 30 contains 76451 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 14043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132368.000000 Penalty: 119358.375000
Iteration 281Q: 35 clusters Score -1.811324e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 18773 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 127981 members 
Mstep: Class 7 contains 226663 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 5275 members 
Mstep: Class 12 contains 21031 members 
Mstep: Class 13 contains 67868 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79501 members 
Mstep: Class 16 contains 138997 members 
Mstep: Class 17 contains 69379 members 
Mstep: Class 18 contains 15248 members 
Mstep: Class 19 contains 127352 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7831 members 
Mstep: Class 23 contains 21706 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 13697 members 
Mstep: Class 27 contains 41296 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118868 members 
Mstep: Class 30 contains 76436 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3459 members 
Mstep: Class 34 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132256.000000 Penalty: 119358.375000
Iteration 282Q: 35 clusters Score -1.811323e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 8316 members 
Mstep: Class 6 contains 127974 members 
Mstep: Class 7 contains 226628 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21010 members 
Mstep: Class 13 contains 67863 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 79497 members 
Mstep: Class 16 contains 139636 members 
Mstep: Class 17 contains 69383 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 126760 members 
Mstep: Class 20 contains 104690 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21717 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 4300 members 
Mstep: Class 26 contains 13699 members 
Mstep: Class 27 contains 41298 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118887 members 
Mstep: Class 30 contains 76424 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3453 members 
Mstep: Class 34 contains 14063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 283Q: 35 clusters Score -1.811326e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 127967 members 
Mstep: Class 7 contains 226586 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21008 members 
Mstep: Class 13 contains 67864 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 79493 members 
Mstep: Class 16 contains 140213 members 
Mstep: Class 17 contains 69382 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 126241 members 
Mstep: Class 20 contains 104652 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 21722 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41293 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 118917 members 
Mstep: Class 30 contains 76421 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 284Q: 35 clusters Score -1.811326e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 18773 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 127958 members 
Mstep: Class 7 contains 226536 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21008 members 
Mstep: Class 13 contains 67856 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 79483 members 
Mstep: Class 16 contains 140761 members 
Mstep: Class 17 contains 69383 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 125731 members 
Mstep: Class 20 contains 104633 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21729 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 4305 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41286 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 118962 members 
Mstep: Class 30 contains 76417 members 
Mstep: Class 31 contains 17271 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3446 members 
Mstep: Class 34 contains 14071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132752.000000 Penalty: 119358.375000
Iteration 285Q: 35 clusters Score -1.811328e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 18761 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 127955 members 
Mstep: Class 7 contains 226491 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21007 members 
Mstep: Class 13 contains 67854 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 79475 members 
Mstep: Class 16 contains 141316 members 
Mstep: Class 17 contains 69383 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 125203 members 
Mstep: Class 20 contains 104629 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21734 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41288 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 118983 members 
Mstep: Class 30 contains 76416 members 
Mstep: Class 31 contains 17269 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132768.000000 Penalty: 119358.375000
Iteration 286Q: 35 clusters Score -1.811328e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 18754 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 127942 members 
Mstep: Class 7 contains 226455 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 67846 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 79466 members 
Mstep: Class 16 contains 141838 members 
Mstep: Class 17 contains 69382 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 124709 members 
Mstep: Class 20 contains 104619 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21741 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4315 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41288 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 119021 members 
Mstep: Class 30 contains 76400 members 
Mstep: Class 31 contains 17265 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132480.000000 Penalty: 119358.375000
Iteration 287Q: 35 clusters Score -1.811325e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 18748 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 127929 members 
Mstep: Class 7 contains 226447 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 67845 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 79467 members 
Mstep: Class 16 contains 142351 members 
Mstep: Class 17 contains 69379 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 124204 members 
Mstep: Class 20 contains 104609 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21743 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41281 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 119062 members 
Mstep: Class 30 contains 76396 members 
Mstep: Class 31 contains 17259 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3448 members 
Mstep: Class 34 contains 14079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 288Q: 35 clusters Score -1.811327e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 18742 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 127919 members 
Mstep: Class 7 contains 226413 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 21007 members 
Mstep: Class 13 contains 67843 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 79461 members 
Mstep: Class 16 contains 142870 members 
Mstep: Class 17 contains 69375 members 
Mstep: Class 18 contains 15302 members 
Mstep: Class 19 contains 123681 members 
Mstep: Class 20 contains 104606 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21751 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41275 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 119125 members 
Mstep: Class 30 contains 76398 members 
Mstep: Class 31 contains 17254 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3447 members 
Mstep: Class 34 contains 14080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 289Q: 35 clusters Score -1.811326e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 18732 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 127909 members 
Mstep: Class 7 contains 226399 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21012 members 
Mstep: Class 13 contains 67842 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 143392 members 
Mstep: Class 17 contains 69368 members 
Mstep: Class 18 contains 15306 members 
Mstep: Class 19 contains 123164 members 
Mstep: Class 20 contains 104596 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21760 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41275 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 119173 members 
Mstep: Class 30 contains 76386 members 
Mstep: Class 31 contains 17252 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3447 members 
Mstep: Class 34 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 290Q: 35 clusters Score -1.811326e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 18726 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 127899 members 
Mstep: Class 7 contains 226374 members 
Mstep: Class 8 contains 4580 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 67840 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 79455 members 
Mstep: Class 16 contains 143892 members 
Mstep: Class 17 contains 69360 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 122684 members 
Mstep: Class 20 contains 104582 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21769 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 119193 members 
Mstep: Class 30 contains 76395 members 
Mstep: Class 31 contains 17249 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3447 members 
Mstep: Class 34 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132400.000000 Penalty: 119358.375000
Iteration 291Q: 35 clusters Score -1.811324e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18716 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 127889 members 
Mstep: Class 7 contains 226362 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21020 members 
Mstep: Class 13 contains 67833 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 79446 members 
Mstep: Class 16 contains 144355 members 
Mstep: Class 17 contains 69360 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 122248 members 
Mstep: Class 20 contains 104583 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 4333 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 119198 members 
Mstep: Class 30 contains 76399 members 
Mstep: Class 31 contains 17244 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3447 members 
Mstep: Class 34 contains 14083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132224.000000 Penalty: 119358.375000
Iteration 292Q: 35 clusters Score -1.811322e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18712 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 127883 members 
Mstep: Class 7 contains 226342 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 67827 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 144765 members 
Mstep: Class 17 contains 69357 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 121847 members 
Mstep: Class 20 contains 104594 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21779 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 119224 members 
Mstep: Class 30 contains 76400 members 
Mstep: Class 31 contains 17241 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131920.000000 Penalty: 119358.375000
Iteration 293Q: 35 clusters Score -1.811319e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18702 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 127881 members 
Mstep: Class 7 contains 226349 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21016 members 
Mstep: Class 13 contains 67816 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 79427 members 
Mstep: Class 16 contains 145157 members 
Mstep: Class 17 contains 69354 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 121459 members 
Mstep: Class 20 contains 104594 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21783 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41265 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 119241 members 
Mstep: Class 30 contains 76400 members 
Mstep: Class 31 contains 17245 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132080.000000 Penalty: 119358.375000
Iteration 294Q: 35 clusters Score -1.811321e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 127873 members 
Mstep: Class 7 contains 226352 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21010 members 
Mstep: Class 13 contains 67811 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 79425 members 
Mstep: Class 16 contains 145514 members 
Mstep: Class 17 contains 69349 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 121096 members 
Mstep: Class 20 contains 104594 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21787 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119273 members 
Mstep: Class 30 contains 76396 members 
Mstep: Class 31 contains 17247 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132208.000000 Penalty: 119358.375000
Iteration 295Q: 35 clusters Score -1.811322e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18692 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 127866 members 
Mstep: Class 7 contains 226344 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21007 members 
Mstep: Class 13 contains 67807 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 79426 members 
Mstep: Class 16 contains 145824 members 
Mstep: Class 17 contains 69349 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 120792 members 
Mstep: Class 20 contains 104601 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 4345 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119301 members 
Mstep: Class 30 contains 76379 members 
Mstep: Class 31 contains 17247 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132432.000000 Penalty: 119358.375000
Iteration 296Q: 35 clusters Score -1.811324e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 127861 members 
Mstep: Class 7 contains 226333 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 67806 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 79424 members 
Mstep: Class 16 contains 146093 members 
Mstep: Class 17 contains 69350 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 120508 members 
Mstep: Class 20 contains 104605 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21798 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119345 members 
Mstep: Class 30 contains 76363 members 
Mstep: Class 31 contains 17244 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132416.000000 Penalty: 119358.375000
Iteration 297Q: 35 clusters Score -1.811324e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 18686 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 127857 members 
Mstep: Class 7 contains 226335 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 20999 members 
Mstep: Class 13 contains 67799 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 79422 members 
Mstep: Class 16 contains 146350 members 
Mstep: Class 17 contains 69342 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 120244 members 
Mstep: Class 20 contains 104622 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4350 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119361 members 
Mstep: Class 30 contains 76357 members 
Mstep: Class 31 contains 17237 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132288.000000 Penalty: 119358.375000
Iteration 298Q: 35 clusters Score -1.811323e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 18692 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 127852 members 
Mstep: Class 7 contains 226342 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21000 members 
Mstep: Class 13 contains 67797 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 79412 members 
Mstep: Class 16 contains 146608 members 
Mstep: Class 17 contains 69338 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 119934 members 
Mstep: Class 20 contains 104643 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21805 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4356 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119381 members 
Mstep: Class 30 contains 76367 members 
Mstep: Class 31 contains 17236 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 299Q: 35 clusters Score -1.81132e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 18700 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 127846 members 
Mstep: Class 7 contains 226338 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 20998 members 
Mstep: Class 13 contains 67799 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 79409 members 
Mstep: Class 16 contains 146842 members 
Mstep: Class 17 contains 69336 members 
Mstep: Class 18 contains 15312 members 
Mstep: Class 19 contains 119692 members 
Mstep: Class 20 contains 104654 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21811 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41253 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 119385 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17231 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 14091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132000.000000 Penalty: 119358.375000
Iteration 300F: 35 clusters Score -1.81132e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 8266 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 226344 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 79404 members 
Mstep: Class 16 contains 147052 members 
Mstep: Class 17 contains 69334 members 
Mstep: Class 18 contains 15312 members 
Mstep: Class 19 contains 119474 members 
Mstep: Class 20 contains 104649 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4364 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 8975 members 
Mstep: Class 29 contains 119406 members 
Mstep: Class 30 contains 76362 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3451 members 
Mstep: Class 34 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131904.000000 Penalty: 119358.375000
Iteration 301Q: 35 clusters Score -1.811319e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 28419 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 127838 members 
Mstep: Class 7 contains 226336 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 67799 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 79396 members 
Mstep: Class 16 contains 147243 members 
Mstep: Class 17 contains 69336 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 119264 members 
Mstep: Class 20 contains 104648 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21819 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4369 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119431 members 
Mstep: Class 30 contains 76368 members 
Mstep: Class 31 contains 17226 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131632.000000 Penalty: 119358.375000
Iteration 302Q: 35 clusters Score -1.811316e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 28416 members 
Mstep: Class 4 contains 18697 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 127836 members 
Mstep: Class 7 contains 226343 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21002 members 
Mstep: Class 13 contains 67796 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 79393 members 
Mstep: Class 16 contains 147398 members 
Mstep: Class 17 contains 69330 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 119065 members 
Mstep: Class 20 contains 104665 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21821 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4369 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41250 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119458 members 
Mstep: Class 30 contains 76361 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131744.000000 Penalty: 119358.375000
Iteration 303Q: 35 clusters Score -1.811317e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 127836 members 
Mstep: Class 7 contains 226351 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 67796 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 79388 members 
Mstep: Class 16 contains 147519 members 
Mstep: Class 17 contains 69325 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 118918 members 
Mstep: Class 20 contains 104684 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4369 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41245 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119469 members 
Mstep: Class 30 contains 76363 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131824.000000 Penalty: 119358.375000
Iteration 304Q: 35 clusters Score -1.811318e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 127835 members 
Mstep: Class 7 contains 226353 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 21004 members 
Mstep: Class 13 contains 67797 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 79386 members 
Mstep: Class 16 contains 147626 members 
Mstep: Class 17 contains 69324 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 118770 members 
Mstep: Class 20 contains 104700 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21824 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119480 members 
Mstep: Class 30 contains 76380 members 
Mstep: Class 31 contains 17227 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132080.000000 Penalty: 119358.375000
Iteration 305Q: 35 clusters Score -1.811321e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 18682 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 127832 members 
Mstep: Class 7 contains 226362 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 67796 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79381 members 
Mstep: Class 16 contains 147706 members 
Mstep: Class 17 contains 69320 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 118657 members 
Mstep: Class 20 contains 104708 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21825 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41245 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119509 members 
Mstep: Class 30 contains 76376 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132112.000000 Penalty: 119358.375000
Iteration 306Q: 35 clusters Score -1.811321e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 28411 members 
Mstep: Class 4 contains 18674 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 127828 members 
Mstep: Class 7 contains 226393 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 67801 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 79373 members 
Mstep: Class 16 contains 147725 members 
Mstep: Class 17 contains 69313 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 118599 members 
Mstep: Class 20 contains 104712 members 
Mstep: Class 21 contains 4701 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21830 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4369 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41248 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 119527 members 
Mstep: Class 30 contains 76378 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 307Q: 35 clusters Score -1.811321e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 28410 members 
Mstep: Class 4 contains 18677 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 127822 members 
Mstep: Class 7 contains 226397 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 21005 members 
Mstep: Class 13 contains 67800 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79370 members 
Mstep: Class 16 contains 147715 members 
Mstep: Class 17 contains 69308 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 118591 members 
Mstep: Class 20 contains 104719 members 
Mstep: Class 21 contains 4701 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41246 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 119531 members 
Mstep: Class 30 contains 76385 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131872.000000 Penalty: 119358.375000
Iteration 308Q: 35 clusters Score -1.811319e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 28409 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 127817 members 
Mstep: Class 7 contains 226412 members 
Mstep: Class 8 contains 4599 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 21010 members 
Mstep: Class 13 contains 67799 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79366 members 
Mstep: Class 16 contains 147661 members 
Mstep: Class 17 contains 69303 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 118604 members 
Mstep: Class 20 contains 104728 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41247 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 119534 members 
Mstep: Class 30 contains 76399 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 3453 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132064.000000 Penalty: 119358.375000
Iteration 309Q: 35 clusters Score -1.811321e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28409 members 
Mstep: Class 4 contains 18672 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 127813 members 
Mstep: Class 7 contains 226440 members 
Mstep: Class 8 contains 4599 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21012 members 
Mstep: Class 13 contains 67801 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79365 members 
Mstep: Class 16 contains 147562 members 
Mstep: Class 17 contains 69298 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 118666 members 
Mstep: Class 20 contains 104733 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21844 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 119542 members 
Mstep: Class 30 contains 76408 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6710 members 
Mstep: Class 33 contains 3453 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 310Q: 35 clusters Score -1.81132e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 18671 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 127811 members 
Mstep: Class 7 contains 226475 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 67799 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79361 members 
Mstep: Class 16 contains 147413 members 
Mstep: Class 17 contains 69293 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 118765 members 
Mstep: Class 20 contains 104742 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21846 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41241 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119558 members 
Mstep: Class 30 contains 76411 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132032.000000 Penalty: 119358.375000
Iteration 311Q: 35 clusters Score -1.81132e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 28406 members 
Mstep: Class 4 contains 18674 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 226489 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21020 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79358 members 
Mstep: Class 16 contains 147220 members 
Mstep: Class 17 contains 69290 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 118919 members 
Mstep: Class 20 contains 104747 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21847 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 41238 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119576 members 
Mstep: Class 30 contains 76408 members 
Mstep: Class 31 contains 17232 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132176.000000 Penalty: 119358.375000
Iteration 312Q: 35 clusters Score -1.811322e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 28406 members 
Mstep: Class 4 contains 18673 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 226527 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21027 members 
Mstep: Class 13 contains 67801 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 79356 members 
Mstep: Class 16 contains 147030 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 119047 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4375 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41235 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119596 members 
Mstep: Class 30 contains 76409 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 313Q: 35 clusters Score -1.811321e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 28406 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 226563 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21032 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 79359 members 
Mstep: Class 16 contains 146882 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 119145 members 
Mstep: Class 20 contains 104757 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4378 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41235 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 119591 members 
Mstep: Class 30 contains 76411 members 
Mstep: Class 31 contains 17231 members 
Mstep: Class 32 contains 6708 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 314Q: 35 clusters Score -1.81132e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 28406 members 
Mstep: Class 4 contains 18673 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 226584 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67803 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79357 members 
Mstep: Class 16 contains 146697 members 
Mstep: Class 17 contains 69284 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 119301 members 
Mstep: Class 20 contains 104761 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4377 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41236 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119595 members 
Mstep: Class 30 contains 76412 members 
Mstep: Class 31 contains 17231 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3453 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 315Q: 35 clusters Score -1.811321e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 18673 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127807 members 
Mstep: Class 7 contains 226626 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79357 members 
Mstep: Class 16 contains 146478 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 119463 members 
Mstep: Class 20 contains 104771 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4379 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41236 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119602 members 
Mstep: Class 30 contains 76407 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 316Q: 35 clusters Score -1.811321e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28404 members 
Mstep: Class 4 contains 18673 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226659 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 146243 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 119646 members 
Mstep: Class 20 contains 104767 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4382 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41235 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 119621 members 
Mstep: Class 30 contains 76415 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 317Q: 35 clusters Score -1.811321e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28403 members 
Mstep: Class 4 contains 18674 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226691 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79351 members 
Mstep: Class 16 contains 146015 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 119804 members 
Mstep: Class 20 contains 104780 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41235 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 119632 members 
Mstep: Class 30 contains 76424 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132256.000000 Penalty: 119358.375000
Iteration 318Q: 35 clusters Score -1.811323e+08 nChanged 475
Entering ConstructFrom: 
Score: -181132256.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157674.203125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157674.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158066.546875 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158066.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158238.468750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158238.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158393.218750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158393.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -158584.906250 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -158584.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159100.703125 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159100.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -159561.609375 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -159561.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159807.000000 Penalty: 3540.484131
	Iteration 7F: 3 clusters Score -159807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -159974.671875 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159974.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -160049.062500 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -160049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -160094.250000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -160094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -160117.843750 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -160117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -160133.312500 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -160133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -160162.765625 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -160162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -160169.046875 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -160169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -160169.625000 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -160169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -160169.625000 Penalty: 3540.484131
	Iteration 16F: 3 clusters Score -160169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28400 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226731 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79348 members 
Mstep: Class 16 contains 145746 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 120007 members 
Mstep: Class 20 contains 104791 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41241 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 119643 members 
Mstep: Class 30 contains 76423 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Mstep: Class 35 contains 336 members 
Entering Unmasked Estep 
Score: -181130544.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132256.000000 to -181130544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -795657.187500 Penalty: 2175.684082
	Iteration 0F: 2 clusters Score -795657.2 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 3291 members 
Entering Unmasked Estep 
Score: -790262.312500 Penalty: 4351.368164
	Iteration 0F: 3 clusters Score -790262.3 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -791638.687500 Penalty: 4351.368164
	Iteration 1F: 3 clusters Score -791638.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -791903.187500 Penalty: 4351.368164
	Iteration 2F: 3 clusters Score -791903.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -792083.500000 Penalty: 4351.368164
	Iteration 3F: 3 clusters Score -792083.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -792227.187500 Penalty: 4351.368164
	Iteration 4Q: 3 clusters Score -792227.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -792356.312500 Penalty: 4351.368164
	Iteration 5Q: 3 clusters Score -792356.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -792468.750000 Penalty: 4351.368164
	Iteration 6Q: 3 clusters Score -792468.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -792561.187500 Penalty: 4351.368164
	Iteration 7Q: 3 clusters Score -792561.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -792651.937500 Penalty: 4351.368164
	Iteration 8Q: 3 clusters Score -792651.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -792776.312500 Penalty: 4351.368164
	Iteration 9Q: 3 clusters Score -792776.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -792912.562500 Penalty: 4351.368164
	Iteration 10Q: 3 clusters Score -792912.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -793067.562500 Penalty: 4351.368164
	Iteration 11Q: 3 clusters Score -793067.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -793222.437500 Penalty: 4351.368164
	Iteration 12Q: 3 clusters Score -793222.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -793349.625000 Penalty: 4351.368164
	Iteration 13Q: 3 clusters Score -793349.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -793447.812500 Penalty: 4351.368164
	Iteration 14Q: 3 clusters Score -793447.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -793525.687500 Penalty: 4351.368164
	Iteration 15Q: 3 clusters Score -793525.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -793596.125000 Penalty: 4351.368164
	Iteration 16Q: 3 clusters Score -793596.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -793654.500000 Penalty: 4351.368164
	Iteration 17Q: 3 clusters Score -793654.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -793698.937500 Penalty: 4351.368164
	Iteration 18Q: 3 clusters Score -793698.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -793727.125000 Penalty: 4351.368164
	Iteration 19Q: 3 clusters Score -793727.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -793757.187500 Penalty: 4351.368164
	Iteration 20F: 3 clusters Score -793757.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -793780.562500 Penalty: 4351.368164
	Iteration 21Q: 3 clusters Score -793780.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -793794.562500 Penalty: 4351.368164
	Iteration 22Q: 3 clusters Score -793794.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -793811.500000 Penalty: 4351.368164
	Iteration 23Q: 3 clusters Score -793811.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -793826.500000 Penalty: 4351.368164
	Iteration 24Q: 3 clusters Score -793826.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -793839.312500 Penalty: 4351.368164
	Iteration 25Q: 3 clusters Score -793839.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -793846.500000 Penalty: 4351.368164
	Iteration 26Q: 3 clusters Score -793846.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -793853.187500 Penalty: 4351.368164
	Iteration 27Q: 3 clusters Score -793853.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -793864.750000 Penalty: 4351.368164
	Iteration 28Q: 3 clusters Score -793864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -793865.625000 Penalty: 4351.368164
	Iteration 29Q: 3 clusters Score -793865.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -793870.187500 Penalty: 4351.368164
	Iteration 30Q: 3 clusters Score -793870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -793879.187500 Penalty: 4351.368164
	Iteration 31Q: 3 clusters Score -793879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -793885.187500 Penalty: 4351.368164
	Iteration 32Q: 3 clusters Score -793885.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -793887.937500 Penalty: 4351.368164
	Iteration 33Q: 3 clusters Score -793887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -793891.937500 Penalty: 4351.368164
	Iteration 34Q: 3 clusters Score -793891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -793894.687500 Penalty: 4351.368164
	Iteration 35Q: 3 clusters Score -793894.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -793901.000000 Penalty: 4351.368164
	Iteration 36Q: 3 clusters Score -793901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -793905.687500 Penalty: 4351.368164
	Iteration 37Q: 3 clusters Score -793905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -793908.812500 Penalty: 4351.368164
	Iteration 38Q: 3 clusters Score -793908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -793913.000000 Penalty: 4351.368164
	Iteration 39Q: 3 clusters Score -793913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -793917.312500 Penalty: 4351.368164
	Iteration 40F: 3 clusters Score -793917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -793915.562500 Penalty: 4351.368164
	Iteration 41Q: 3 clusters Score -793915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -793917.562500 Penalty: 4351.368164
	Iteration 42Q: 3 clusters Score -793917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -793919.125000 Penalty: 4351.368164
	Iteration 43Q: 3 clusters Score -793919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -793916.500000 Penalty: 4351.368164
	Iteration 44Q: 3 clusters Score -793916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -793917.562500 Penalty: 4351.368164
	Iteration 45Q: 3 clusters Score -793917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -793918.125000 Penalty: 4351.368164
	Iteration 46Q: 3 clusters Score -793918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -793918.937500 Penalty: 4351.368164
	Iteration 47Q: 3 clusters Score -793918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -793918.125000 Penalty: 4351.368164
	Iteration 48Q: 3 clusters Score -793918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -793922.000000 Penalty: 4351.368164
	Iteration 49Q: 3 clusters Score -793922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -793926.500000 Penalty: 4351.368164
	Iteration 50Q: 3 clusters Score -793926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -793928.375000 Penalty: 4351.368164
	Iteration 51Q: 3 clusters Score -793928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -793933.187500 Penalty: 4351.368164
	Iteration 52Q: 3 clusters Score -793933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -793933.125000 Penalty: 4351.368164
	Iteration 53Q: 3 clusters Score -793933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -793936.562500 Penalty: 4351.368164
	Iteration 54Q: 3 clusters Score -793936.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -793941.812500 Penalty: 4351.368164
	Iteration 55Q: 3 clusters Score -793941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -793942.062500 Penalty: 4351.368164
	Iteration 56Q: 3 clusters Score -793942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -793945.625000 Penalty: 4351.368164
	Iteration 57Q: 3 clusters Score -793945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -793946.000000 Penalty: 4351.368164
	Iteration 58Q: 3 clusters Score -793946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -793947.937500 Penalty: 4351.368164
	Iteration 59Q: 3 clusters Score -793947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -793949.312500 Penalty: 4351.368164
	Iteration 60F: 3 clusters Score -793949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -793948.750000 Penalty: 4351.368164
	Iteration 61Q: 3 clusters Score -793948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -793948.875000 Penalty: 4351.368164
	Iteration 62Q: 3 clusters Score -793948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -793949.250000 Penalty: 4351.368164
	Iteration 63Q: 3 clusters Score -793949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -793952.250000 Penalty: 4351.368164
	Iteration 64Q: 3 clusters Score -793952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -793951.000000 Penalty: 4351.368164
	Iteration 65Q: 3 clusters Score -793951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -793951.000000 Penalty: 4351.368164
	Iteration 66F: 3 clusters Score -793951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Entering Unmasked Estep 
Score: -3744144.250000 Penalty: 2543.027832
	Iteration 0F: 2 clusters Score -3744144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3724484.750000 Penalty: 5086.055664
	Iteration 0F: 3 clusters Score -3724485 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3731447.250000 Penalty: 5086.055664
	Iteration 1F: 3 clusters Score -3731447 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3731971.000000 Penalty: 5086.055664
	Iteration 2F: 3 clusters Score -3731971 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3732550.500000 Penalty: 5086.055664
	Iteration 3Q: 3 clusters Score -3732550 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3733144.000000 Penalty: 5086.055664
	Iteration 4Q: 3 clusters Score -3733144 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3733731.750000 Penalty: 5086.055664
	Iteration 5Q: 3 clusters Score -3733732 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3734373.000000 Penalty: 5086.055664
	Iteration 6Q: 3 clusters Score -3734373 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3735110.750000 Penalty: 5086.055664
	Iteration 7Q: 3 clusters Score -3735111 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3735888.500000 Penalty: 5086.055664
	Iteration 8F: 3 clusters Score -3735888 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3736619.250000 Penalty: 5086.055664
	Iteration 9Q: 3 clusters Score -3736619 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3737244.250000 Penalty: 5086.055664
	Iteration 10Q: 3 clusters Score -3737244 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3737826.250000 Penalty: 5086.055664
	Iteration 11Q: 3 clusters Score -3737826 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3738368.500000 Penalty: 5086.055664
	Iteration 12Q: 3 clusters Score -3738368 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3738922.000000 Penalty: 5086.055664
	Iteration 13Q: 3 clusters Score -3738922 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3739661.250000 Penalty: 5086.055664
	Iteration 14Q: 3 clusters Score -3739661 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3740454.750000 Penalty: 5086.055664
	Iteration 15Q: 3 clusters Score -3740455 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3741145.000000 Penalty: 5086.055664
	Iteration 16Q: 3 clusters Score -3741145 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3741563.250000 Penalty: 5086.055664
	Iteration 17Q: 3 clusters Score -3741563 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3741764.500000 Penalty: 5086.055664
	Iteration 18Q: 3 clusters Score -3741764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3741880.500000 Penalty: 5086.055664
	Iteration 19Q: 3 clusters Score -3741880 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3741951.000000 Penalty: 5086.055664
	Iteration 20F: 3 clusters Score -3741951 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3741988.750000 Penalty: 5086.055664
	Iteration 21Q: 3 clusters Score -3741989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3742022.750000 Penalty: 5086.055664
	Iteration 22Q: 3 clusters Score -3742023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3742056.250000 Penalty: 5086.055664
	Iteration 23Q: 3 clusters Score -3742056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3742076.000000 Penalty: 5086.055664
	Iteration 24Q: 3 clusters Score -3742076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3742088.000000 Penalty: 5086.055664
	Iteration 25Q: 3 clusters Score -3742088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3742106.250000 Penalty: 5086.055664
	Iteration 26Q: 3 clusters Score -3742106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3742121.500000 Penalty: 5086.055664
	Iteration 27Q: 3 clusters Score -3742122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3742141.000000 Penalty: 5086.055664
	Iteration 28Q: 3 clusters Score -3742141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3742157.500000 Penalty: 5086.055664
	Iteration 29Q: 3 clusters Score -3742158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3742169.500000 Penalty: 5086.055664
	Iteration 30Q: 3 clusters Score -3742170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3742173.500000 Penalty: 5086.055664
	Iteration 31Q: 3 clusters Score -3742174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3742196.250000 Penalty: 5086.055664
	Iteration 32Q: 3 clusters Score -3742196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3742206.750000 Penalty: 5086.055664
	Iteration 33Q: 3 clusters Score -3742207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3742224.500000 Penalty: 5086.055664
	Iteration 34Q: 3 clusters Score -3742224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3742231.250000 Penalty: 5086.055664
	Iteration 35Q: 3 clusters Score -3742231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3742231.750000 Penalty: 5086.055664
	Iteration 36Q: 3 clusters Score -3742232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3742237.500000 Penalty: 5086.055664
	Iteration 37Q: 3 clusters Score -3742238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3742233.250000 Penalty: 5086.055664
	Iteration 38Q: 3 clusters Score -3742233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3742236.500000 Penalty: 5086.055664
	Iteration 39Q: 3 clusters Score -3742236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3742233.500000 Penalty: 5086.055664
	Iteration 40F: 3 clusters Score -3742234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3742237.250000 Penalty: 5086.055664
	Iteration 41Q: 3 clusters Score -3742237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3742243.750000 Penalty: 5086.055664
	Iteration 42Q: 3 clusters Score -3742244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3742251.000000 Penalty: 5086.055664
	Iteration 43Q: 3 clusters Score -3742251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3742257.750000 Penalty: 5086.055664
	Iteration 44Q: 3 clusters Score -3742258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3742255.250000 Penalty: 5086.055664
	Iteration 45Q: 3 clusters Score -3742255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3742259.500000 Penalty: 5086.055664
	Iteration 46Q: 3 clusters Score -3742260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3742263.000000 Penalty: 5086.055664
	Iteration 47Q: 3 clusters Score -3742263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3742266.250000 Penalty: 5086.055664
	Iteration 48Q: 3 clusters Score -3742266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3742268.250000 Penalty: 5086.055664
	Iteration 49Q: 3 clusters Score -3742268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3742270.500000 Penalty: 5086.055664
	Iteration 50Q: 3 clusters Score -3742270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3742270.000000 Penalty: 5086.055664
	Iteration 51Q: 3 clusters Score -3742270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3742270.750000 Penalty: 5086.055664
	Iteration 52Q: 3 clusters Score -3742271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3742267.250000 Penalty: 5086.055664
	Iteration 53Q: 3 clusters Score -3742267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3742270.500000 Penalty: 5086.055664
	Iteration 54Q: 3 clusters Score -3742270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3742279.500000 Penalty: 5086.055664
	Iteration 55Q: 3 clusters Score -3742280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3742280.250000 Penalty: 5086.055664
	Iteration 56Q: 3 clusters Score -3742280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3742284.000000 Penalty: 5086.055664
	Iteration 57Q: 3 clusters Score -3742284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3742278.000000 Penalty: 5086.055664
	Iteration 58Q: 3 clusters Score -3742278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3742290.750000 Penalty: 5086.055664
	Iteration 59Q: 3 clusters Score -3742291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3742283.500000 Penalty: 5086.055664
	Iteration 60F: 3 clusters Score -3742284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3742281.750000 Penalty: 5086.055664
	Iteration 61Q: 3 clusters Score -3742282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3742283.250000 Penalty: 5086.055664
	Iteration 62Q: 3 clusters Score -3742283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3742283.250000 Penalty: 5086.055664
	Iteration 63F: 3 clusters Score -3742283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Entering Unmasked Estep 
Score: -2523022.000000 Penalty: 2438.998779
	Iteration 0F: 2 clusters Score -2523022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2509828.500000 Penalty: 4877.997559
	Iteration 0F: 3 clusters Score -2509828 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2514129.250000 Penalty: 4877.997559
	Iteration 1F: 3 clusters Score -2514129 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2514486.250000 Penalty: 4877.997559
	Iteration 2F: 3 clusters Score -2514486 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2514732.750000 Penalty: 4877.997559
	Iteration 3Q: 3 clusters Score -2514733 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2514933.500000 Penalty: 4877.997559
	Iteration 4Q: 3 clusters Score -2514934 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2515115.000000 Penalty: 4877.997559
	Iteration 5Q: 3 clusters Score -2515115 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2515266.250000 Penalty: 4877.997559
	Iteration 6Q: 3 clusters Score -2515266 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2515401.500000 Penalty: 4877.997559
	Iteration 7Q: 3 clusters Score -2515402 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2515503.750000 Penalty: 4877.997559
	Iteration 8Q: 3 clusters Score -2515504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2515614.750000 Penalty: 4877.997559
	Iteration 9Q: 3 clusters Score -2515615 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2515710.000000 Penalty: 4877.997559
	Iteration 10Q: 3 clusters Score -2515710 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2515818.750000 Penalty: 4877.997559
	Iteration 11Q: 3 clusters Score -2515819 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2515957.500000 Penalty: 4877.997559
	Iteration 12Q: 3 clusters Score -2515958 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2516098.750000 Penalty: 4877.997559
	Iteration 13Q: 3 clusters Score -2516099 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2516289.750000 Penalty: 4877.997559
	Iteration 14Q: 3 clusters Score -2516290 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2516542.750000 Penalty: 4877.997559
	Iteration 15Q: 3 clusters Score -2516543 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2516834.500000 Penalty: 4877.997559
	Iteration 16Q: 3 clusters Score -2516834 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2517222.750000 Penalty: 4877.997559
	Iteration 17Q: 3 clusters Score -2517223 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2517662.250000 Penalty: 4877.997559
	Iteration 18Q: 3 clusters Score -2517662 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2518153.250000 Penalty: 4877.997559
	Iteration 19Q: 3 clusters Score -2518153 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2518649.750000 Penalty: 4877.997559
	Iteration 20F: 3 clusters Score -2518650 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2519104.500000 Penalty: 4877.997559
	Iteration 21Q: 3 clusters Score -2519104 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2519504.250000 Penalty: 4877.997559
	Iteration 22Q: 3 clusters Score -2519504 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2519880.500000 Penalty: 4877.997559
	Iteration 23Q: 3 clusters Score -2519880 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2520165.500000 Penalty: 4877.997559
	Iteration 24Q: 3 clusters Score -2520166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2520360.250000 Penalty: 4877.997559
	Iteration 25Q: 3 clusters Score -2520360 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2520498.500000 Penalty: 4877.997559
	Iteration 26Q: 3 clusters Score -2520498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2520622.250000 Penalty: 4877.997559
	Iteration 27Q: 3 clusters Score -2520622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2520716.250000 Penalty: 4877.997559
	Iteration 28Q: 3 clusters Score -2520716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2520769.250000 Penalty: 4877.997559
	Iteration 29Q: 3 clusters Score -2520769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2520803.750000 Penalty: 4877.997559
	Iteration 30Q: 3 clusters Score -2520804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2520835.500000 Penalty: 4877.997559
	Iteration 31Q: 3 clusters Score -2520836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2520855.750000 Penalty: 4877.997559
	Iteration 32Q: 3 clusters Score -2520856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2520864.750000 Penalty: 4877.997559
	Iteration 33Q: 3 clusters Score -2520865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2520879.250000 Penalty: 4877.997559
	Iteration 34Q: 3 clusters Score -2520879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2520889.000000 Penalty: 4877.997559
	Iteration 35Q: 3 clusters Score -2520889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2520903.500000 Penalty: 4877.997559
	Iteration 36Q: 3 clusters Score -2520904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2520903.250000 Penalty: 4877.997559
	Iteration 37Q: 3 clusters Score -2520903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2520911.250000 Penalty: 4877.997559
	Iteration 38Q: 3 clusters Score -2520911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2520916.500000 Penalty: 4877.997559
	Iteration 39Q: 3 clusters Score -2520916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2520924.000000 Penalty: 4877.997559
	Iteration 40F: 3 clusters Score -2520924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2520928.750000 Penalty: 4877.997559
	Iteration 41Q: 3 clusters Score -2520929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2520932.000000 Penalty: 4877.997559
	Iteration 42Q: 3 clusters Score -2520932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2520936.500000 Penalty: 4877.997559
	Iteration 43Q: 3 clusters Score -2520936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2520942.500000 Penalty: 4877.997559
	Iteration 44Q: 3 clusters Score -2520942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2520942.250000 Penalty: 4877.997559
	Iteration 45Q: 3 clusters Score -2520942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2520943.750000 Penalty: 4877.997559
	Iteration 46Q: 3 clusters Score -2520944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2520945.000000 Penalty: 4877.997559
	Iteration 47Q: 3 clusters Score -2520945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2520945.000000 Penalty: 4877.997559
	Iteration 48F: 3 clusters Score -2520945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -1021959.125000 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -1021959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1015422.937500 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -1015423 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1017234.812500 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -1017235 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1017518.437500 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -1017518 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1017755.937500 Penalty: 4472.972168
	Iteration 3F: 3 clusters Score -1017756 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1017929.062500 Penalty: 4472.972168
	Iteration 4Q: 3 clusters Score -1017929 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1018087.312500 Penalty: 4472.972168
	Iteration 5Q: 3 clusters Score -1018087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1018241.437500 Penalty: 4472.972168
	Iteration 6Q: 3 clusters Score -1018241 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1018377.312500 Penalty: 4472.972168
	Iteration 7Q: 3 clusters Score -1018377 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1018505.187500 Penalty: 4472.972168
	Iteration 8Q: 3 clusters Score -1018505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1018615.625000 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -1018616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1018715.750000 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -1018716 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1018816.687500 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -1018817 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1018910.250000 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -1018910 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1018997.250000 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -1018997 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1019072.875000 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -1019073 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1019138.875000 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -1019139 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1019199.062500 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -1019199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1019261.250000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -1019261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1019317.187500 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -1019317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1019370.562500 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -1019371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1019418.562500 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -1019419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1019465.437500 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -1019465 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1019507.375000 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -1019507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1019554.000000 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -1019554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1019605.875000 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -1019606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1019645.062500 Penalty: 4472.972168
	Iteration 25Q: 3 clusters Score -1019645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1019677.750000 Penalty: 4472.972168
	Iteration 26Q: 3 clusters Score -1019678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1019718.375000 Penalty: 4472.972168
	Iteration 27Q: 3 clusters Score -1019718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1019769.500000 Penalty: 4472.972168
	Iteration 28Q: 3 clusters Score -1019770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1019823.937500 Penalty: 4472.972168
	Iteration 29Q: 3 clusters Score -1019824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1019889.562500 Penalty: 4472.972168
	Iteration 30Q: 3 clusters Score -1019890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1019969.562500 Penalty: 4472.972168
	Iteration 31Q: 3 clusters Score -1019970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1020025.375000 Penalty: 4472.972168
	Iteration 32Q: 3 clusters Score -1020025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1020064.500000 Penalty: 4472.972168
	Iteration 33Q: 3 clusters Score -1020064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1020092.000000 Penalty: 4472.972168
	Iteration 34Q: 3 clusters Score -1020092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1020111.125000 Penalty: 4472.972168
	Iteration 35Q: 3 clusters Score -1020111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1020132.312500 Penalty: 4472.972168
	Iteration 36Q: 3 clusters Score -1020132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1020154.187500 Penalty: 4472.972168
	Iteration 37Q: 3 clusters Score -1020154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1020174.875000 Penalty: 4472.972168
	Iteration 38Q: 3 clusters Score -1020175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1020201.687500 Penalty: 4472.972168
	Iteration 39Q: 3 clusters Score -1020202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1020223.312500 Penalty: 4472.972168
	Iteration 40F: 3 clusters Score -1020223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1020232.625000 Penalty: 4472.972168
	Iteration 41Q: 3 clusters Score -1020233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1020244.375000 Penalty: 4472.972168
	Iteration 42Q: 3 clusters Score -1020244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1020252.375000 Penalty: 4472.972168
	Iteration 43Q: 3 clusters Score -1020252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1020257.687500 Penalty: 4472.972168
	Iteration 44Q: 3 clusters Score -1020258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1020263.500000 Penalty: 4472.972168
	Iteration 45Q: 3 clusters Score -1020264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1020272.937500 Penalty: 4472.972168
	Iteration 46Q: 3 clusters Score -1020273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1020277.437500 Penalty: 4472.972168
	Iteration 47Q: 3 clusters Score -1020277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1020282.562500 Penalty: 4472.972168
	Iteration 48Q: 3 clusters Score -1020283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1020290.187500 Penalty: 4472.972168
	Iteration 49Q: 3 clusters Score -1020290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1020299.000000 Penalty: 4472.972168
	Iteration 50Q: 3 clusters Score -1020299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1020302.562500 Penalty: 4472.972168
	Iteration 51Q: 3 clusters Score -1020303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1020306.937500 Penalty: 4472.972168
	Iteration 52Q: 3 clusters Score -1020307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1020309.937500 Penalty: 4472.972168
	Iteration 53Q: 3 clusters Score -1020310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1020314.937500 Penalty: 4472.972168
	Iteration 54Q: 3 clusters Score -1020315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1020321.000000 Penalty: 4472.972168
	Iteration 55Q: 3 clusters Score -1020321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1020326.937500 Penalty: 4472.972168
	Iteration 56Q: 3 clusters Score -1020327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1020333.000000 Penalty: 4472.972168
	Iteration 57Q: 3 clusters Score -1020333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1020338.812500 Penalty: 4472.972168
	Iteration 58Q: 3 clusters Score -1020339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1020341.375000 Penalty: 4472.972168
	Iteration 59Q: 3 clusters Score -1020341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1020341.500000 Penalty: 4472.972168
	Iteration 60F: 3 clusters Score -1020342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1020341.875000 Penalty: 4472.972168
	Iteration 61Q: 3 clusters Score -1020342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1020341.875000 Penalty: 4472.972168
	Iteration 62Q: 3 clusters Score -1020342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1020342.500000 Penalty: 4472.972168
	Iteration 63Q: 3 clusters Score -1020342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1020342.625000 Penalty: 4472.972168
	Iteration 64Q: 3 clusters Score -1020343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1020342.687500 Penalty: 4472.972168
	Iteration 65Q: 3 clusters Score -1020343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1020345.000000 Penalty: 4472.972168
	Iteration 66Q: 3 clusters Score -1020345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1020345.000000 Penalty: 4472.972168
	Iteration 67F: 3 clusters Score -1020345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Entering Unmasked Estep 
Score: -16810128.000000 Penalty: 2916.048584
	Iteration 0F: 2 clusters Score -1.681013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -16725381.000000 Penalty: 5832.097168
	Iteration 0F: 3 clusters Score -1.672538e+07 nChanged 60937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -16759738.000000 Penalty: 5832.097168
	Iteration 1F: 3 clusters Score -1.675974e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -16760509.000000 Penalty: 5832.097168
	Iteration 2Q: 3 clusters Score -1.676051e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -16761221.000000 Penalty: 5832.097168
	Iteration 3Q: 3 clusters Score -1.676122e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -16761952.000000 Penalty: 5832.097168
	Iteration 4Q: 3 clusters Score -1.676195e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -16762711.000000 Penalty: 5832.097168
	Iteration 5Q: 3 clusters Score -1.676271e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -16763557.000000 Penalty: 5832.097168
	Iteration 6Q: 3 clusters Score -1.676356e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -16764569.000000 Penalty: 5832.097168
	Iteration 7Q: 3 clusters Score -1.676457e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -16765974.000000 Penalty: 5832.097168
	Iteration 8Q: 3 clusters Score -1.676597e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -16767441.000000 Penalty: 5832.097168
	Iteration 9Q: 3 clusters Score -1.676744e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -16770012.000000 Penalty: 5832.097168
	Iteration 10Q: 3 clusters Score -1.677001e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16773963.000000 Penalty: 5832.097168
	Iteration 11F: 3 clusters Score -1.677396e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -16779254.000000 Penalty: 5832.097168
	Iteration 12F: 3 clusters Score -1.677925e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -16785958.000000 Penalty: 5832.097168
	Iteration 13F: 3 clusters Score -1.678596e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -16793104.000000 Penalty: 5832.097168
	Iteration 14F: 3 clusters Score -1.67931e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -16799080.000000 Penalty: 5832.097168
	Iteration 15F: 3 clusters Score -1.679908e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -16803074.000000 Penalty: 5832.097168
	Iteration 16Q: 3 clusters Score -1.680307e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -16805382.000000 Penalty: 5832.097168
	Iteration 17Q: 3 clusters Score -1.680538e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16806542.000000 Penalty: 5832.097168
	Iteration 18Q: 3 clusters Score -1.680654e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16807012.000000 Penalty: 5832.097168
	Iteration 19Q: 3 clusters Score -1.680701e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16807232.000000 Penalty: 5832.097168
	Iteration 20F: 3 clusters Score -1.680723e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16807386.000000 Penalty: 5832.097168
	Iteration 21Q: 3 clusters Score -1.680739e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16807456.000000 Penalty: 5832.097168
	Iteration 22Q: 3 clusters Score -1.680746e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16807522.000000 Penalty: 5832.097168
	Iteration 23Q: 3 clusters Score -1.680752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16807554.000000 Penalty: 5832.097168
	Iteration 24Q: 3 clusters Score -1.680755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16807570.000000 Penalty: 5832.097168
	Iteration 25Q: 3 clusters Score -1.680757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16807574.000000 Penalty: 5832.097168
	Iteration 26Q: 3 clusters Score -1.680757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16807596.000000 Penalty: 5832.097168
	Iteration 27Q: 3 clusters Score -1.68076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16807598.000000 Penalty: 5832.097168
	Iteration 28Q: 3 clusters Score -1.68076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -16807600.000000 Penalty: 5832.097168
	Iteration 29Q: 3 clusters Score -1.68076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16807598.000000 Penalty: 5832.097168
	Iteration 30Q: 3 clusters Score -1.68076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16807596.000000 Penalty: 5832.097168
	Iteration 31Q: 3 clusters Score -1.68076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16807606.000000 Penalty: 5832.097168
	Iteration 32Q: 3 clusters Score -1.680761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16807612.000000 Penalty: 5832.097168
	Iteration 33Q: 3 clusters Score -1.680761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16807624.000000 Penalty: 5832.097168
	Iteration 34Q: 3 clusters Score -1.680762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16807626.000000 Penalty: 5832.097168
	Iteration 35Q: 3 clusters Score -1.680763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16807636.000000 Penalty: 5832.097168
	Iteration 36Q: 3 clusters Score -1.680764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16807648.000000 Penalty: 5832.097168
	Iteration 37Q: 3 clusters Score -1.680765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16807646.000000 Penalty: 5832.097168
	Iteration 38Q: 3 clusters Score -1.680765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16807646.000000 Penalty: 5832.097168
	Iteration 39F: 3 clusters Score -1.680765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (226731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226731 members 
Entering Unmasked Estep 
Score: -30313682.000000 Penalty: 3058.216797
	Iteration 0F: 2 clusters Score -3.031368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -30175550.000000 Penalty: 6116.433594
	Iteration 0F: 3 clusters Score -3.017555e+07 nChanged 109644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -30239932.000000 Penalty: 6116.433594
	Iteration 1F: 3 clusters Score -3.023993e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -30241468.000000 Penalty: 6116.433594
	Iteration 2Q: 3 clusters Score -3.024147e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -30243154.000000 Penalty: 6116.433594
	Iteration 3Q: 3 clusters Score -3.024315e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -30245768.000000 Penalty: 6116.433594
	Iteration 4Q: 3 clusters Score -3.024577e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -30250034.000000 Penalty: 6116.433594
	Iteration 5Q: 3 clusters Score -3.025003e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -30257786.000000 Penalty: 6116.433594
	Iteration 6F: 3 clusters Score -3.025779e+07 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -30270664.000000 Penalty: 6116.433594
	Iteration 7F: 3 clusters Score -3.027066e+07 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 189473 members 
Entering Unmasked Estep 
Score: -30286848.000000 Penalty: 6116.433594
	Iteration 8F: 3 clusters Score -3.028685e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 206574 members 
Entering Unmasked Estep 
Score: -30299944.000000 Penalty: 6116.433594
	Iteration 9F: 3 clusters Score -3.029994e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 217266 members 
Entering Unmasked Estep 
Score: -30307018.000000 Penalty: 6116.433594
	Iteration 10Q: 3 clusters Score -3.030702e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 222162 members 
Entering Unmasked Estep 
Score: -30309952.000000 Penalty: 6116.433594
	Iteration 11Q: 3 clusters Score -3.030995e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 223920 members 
Entering Unmasked Estep 
Score: -30311150.000000 Penalty: 6116.433594
	Iteration 12Q: 3 clusters Score -3.031115e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 224538 members 
Entering Unmasked Estep 
Score: -30311718.000000 Penalty: 6116.433594
	Iteration 13Q: 3 clusters Score -3.031172e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -30311994.000000 Penalty: 6116.433594
	Iteration 14Q: 3 clusters Score -3.031199e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 224842 members 
Entering Unmasked Estep 
Score: -30312142.000000 Penalty: 6116.433594
	Iteration 15Q: 3 clusters Score -3.031214e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 224871 members 
Entering Unmasked Estep 
Score: -30312220.000000 Penalty: 6116.433594
	Iteration 16Q: 3 clusters Score -3.031222e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 224895 members 
Entering Unmasked Estep 
Score: -30312278.000000 Penalty: 6116.433594
	Iteration 17Q: 3 clusters Score -3.031228e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 224922 members 
Entering Unmasked Estep 
Score: -30312326.000000 Penalty: 6116.433594
	Iteration 18Q: 3 clusters Score -3.031233e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 224933 members 
Entering Unmasked Estep 
Score: -30312340.000000 Penalty: 6116.433594
	Iteration 19Q: 3 clusters Score -3.031234e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 224934 members 
Entering Unmasked Estep 
Score: -30312378.000000 Penalty: 6116.433594
	Iteration 20F: 3 clusters Score -3.031238e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 224929 members 
Entering Unmasked Estep 
Score: -30312392.000000 Penalty: 6116.433594
	Iteration 21Q: 3 clusters Score -3.031239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 224942 members 
Entering Unmasked Estep 
Score: -30312390.000000 Penalty: 6116.433594
	Iteration 22Q: 3 clusters Score -3.031239e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 224932 members 
Entering Unmasked Estep 
Score: -30312464.000000 Penalty: 6116.433594
	Iteration 23Q: 3 clusters Score -3.031246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 224933 members 
Entering Unmasked Estep 
Score: -30312482.000000 Penalty: 6116.433594
	Iteration 24Q: 3 clusters Score -3.031248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 224936 members 
Entering Unmasked Estep 
Score: -30312500.000000 Penalty: 6116.433594
	Iteration 25Q: 3 clusters Score -3.03125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -30312492.000000 Penalty: 6116.433594
	Iteration 26Q: 3 clusters Score -3.031249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 224940 members 
Entering Unmasked Estep 
Score: -30312478.000000 Penalty: 6116.433594
	Iteration 27Q: 3 clusters Score -3.031248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -30312484.000000 Penalty: 6116.433594
	Iteration 28Q: 3 clusters Score -3.031248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 224956 members 
Entering Unmasked Estep 
Score: -30312466.000000 Penalty: 6116.433594
	Iteration 29Q: 3 clusters Score -3.031247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 224963 members 
Entering Unmasked Estep 
Score: -30312496.000000 Penalty: 6116.433594
	Iteration 30Q: 3 clusters Score -3.03125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 224965 members 
Entering Unmasked Estep 
Score: -30312500.000000 Penalty: 6116.433594
	Iteration 31Q: 3 clusters Score -3.03125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 224956 members 
Entering Unmasked Estep 
Score: -30312518.000000 Penalty: 6116.433594
	Iteration 32Q: 3 clusters Score -3.031252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 224953 members 
Entering Unmasked Estep 
Score: -30312530.000000 Penalty: 6116.433594
	Iteration 33Q: 3 clusters Score -3.031253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 224955 members 
Entering Unmasked Estep 
Score: -30312524.000000 Penalty: 6116.433594
	Iteration 34Q: 3 clusters Score -3.031252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 224951 members 
Entering Unmasked Estep 
Score: -30312546.000000 Penalty: 6116.433594
	Iteration 35Q: 3 clusters Score -3.031255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -30312560.000000 Penalty: 6116.433594
	Iteration 36Q: 3 clusters Score -3.031256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 224950 members 
Entering Unmasked Estep 
Score: -30312566.000000 Penalty: 6116.433594
	Iteration 37Q: 3 clusters Score -3.031257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -30312554.000000 Penalty: 6116.433594
	Iteration 38Q: 3 clusters Score -3.031255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -30312562.000000 Penalty: 6116.433594
	Iteration 39Q: 3 clusters Score -3.031256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 224949 members 
Entering Unmasked Estep 
Score: -30312554.000000 Penalty: 6116.433594
	Iteration 40F: 3 clusters Score -3.031255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 224950 members 
Entering Unmasked Estep 
Score: -30312538.000000 Penalty: 6116.433594
	Iteration 41Q: 3 clusters Score -3.031254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -30312554.000000 Penalty: 6116.433594
	Iteration 42Q: 3 clusters Score -3.031255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 224948 members 
Entering Unmasked Estep 
Score: -30312546.000000 Penalty: 6116.433594
	Iteration 43Q: 3 clusters Score -3.031255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 224949 members 
Entering Unmasked Estep 
Score: -30312560.000000 Penalty: 6116.433594
	Iteration 44Q: 3 clusters Score -3.031256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 224948 members 
Entering Unmasked Estep 
Score: -30312568.000000 Penalty: 6116.433594
	Iteration 45Q: 3 clusters Score -3.031257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 224944 members 
Entering Unmasked Estep 
Score: -30312592.000000 Penalty: 6116.433594
	Iteration 46Q: 3 clusters Score -3.031259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 224944 members 
Entering Unmasked Estep 
Score: -30312580.000000 Penalty: 6116.433594
	Iteration 47Q: 3 clusters Score -3.031258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -30312586.000000 Penalty: 6116.433594
	Iteration 48Q: 3 clusters Score -3.031259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -30312582.000000 Penalty: 6116.433594
	Iteration 49Q: 3 clusters Score -3.031258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -30312578.000000 Penalty: 6116.433594
	Iteration 50Q: 3 clusters Score -3.031258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 224941 members 
Entering Unmasked Estep 
Score: -30312574.000000 Penalty: 6116.433594
	Iteration 51Q: 3 clusters Score -3.031257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 224940 members 
Entering Unmasked Estep 
Score: -30312566.000000 Penalty: 6116.433594
	Iteration 52Q: 3 clusters Score -3.031257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -30312582.000000 Penalty: 6116.433594
	Iteration 53Q: 3 clusters Score -3.031258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -30312578.000000 Penalty: 6116.433594
	Iteration 54Q: 3 clusters Score -3.031258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -30312578.000000 Penalty: 6116.433594
	Iteration 55F: 3 clusters Score -3.031258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -580307.687500 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -580307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -576043.937500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -576043.9 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -577070.125000 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -577070.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -577359.875000 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -577359.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -577572.625000 Penalty: 4183.170410
	Iteration 3F: 3 clusters Score -577572.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -577716.125000 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -577716.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -577808.562500 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -577808.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -577885.812500 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -577885.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -577957.875000 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -577957.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -578023.250000 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -578023.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -578065.062500 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -578065.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -578100.812500 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -578100.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -578132.812500 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -578132.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -578155.562500 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -578155.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -578184.312500 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -578184.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -578208.125000 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -578208.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -578226.250000 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -578226.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -578244.562500 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -578244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -578256.750000 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -578256.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -578265.562500 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -578265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -578272.312500 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -578272.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -578276.812500 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -578276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -578284.500000 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -578284.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -578294.937500 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -578294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -578304.312500 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -578304.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -578311.000000 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -578311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -578313.312500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -578313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -578317.125000 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -578317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -578318.312500 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -578318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -578319.500000 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -578319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -578320.937500 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -578320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -578321.937500 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -578321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -578323.062500 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -578323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -578323.875000 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -578323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -578323.125000 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -578323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -578323.125000 Penalty: 4183.170410
	Iteration 34Q: 3 clusters Score -578323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -578323.125000 Penalty: 4183.170410
	Iteration 35F: 3 clusters Score -578323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 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 658 members 
Entering Unmasked Estep 
Score: -159762.234375 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159762.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160501.093750 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160501.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160947.734375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160947.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161123.046875 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161254.062500 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161254.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161346.593750 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -161346.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161429.953125 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -161430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161499.984375 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -161500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161529.828125 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -161529.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -161557.578125 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -161557.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161592.562500 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -161592.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161619.593750 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -161619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -161633.656250 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -161633.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161641.890625 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -161641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161650.312500 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -161650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161654.890625 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -161654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161658.843750 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -161658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161660.218750 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -161660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161661.703125 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -161661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161662.734375 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -161662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161662.734375 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -161662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -566660.750000 Penalty: 2105.424805
	Iteration 0F: 2 clusters Score -566660.8 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 2420 members 
Entering Unmasked Estep 
Score: -562286.312500 Penalty: 4210.849609
	Iteration 0F: 3 clusters Score -562286.3 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -563405.625000 Penalty: 4210.849609
	Iteration 1F: 3 clusters Score -563405.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -563706.687500 Penalty: 4210.849609
	Iteration 2F: 3 clusters Score -563706.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -563932.375000 Penalty: 4210.849609
	Iteration 3F: 3 clusters Score -563932.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -564120.812500 Penalty: 4210.849609
	Iteration 4F: 3 clusters Score -564120.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -564269.562500 Penalty: 4210.849609
	Iteration 5Q: 3 clusters Score -564269.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -564392.937500 Penalty: 4210.849609
	Iteration 6Q: 3 clusters Score -564392.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -564501.437500 Penalty: 4210.849609
	Iteration 7Q: 3 clusters Score -564501.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -564594.250000 Penalty: 4210.849609
	Iteration 8Q: 3 clusters Score -564594.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -564689.437500 Penalty: 4210.849609
	Iteration 9Q: 3 clusters Score -564689.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -564787.000000 Penalty: 4210.849609
	Iteration 10Q: 3 clusters Score -564787 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -564870.812500 Penalty: 4210.849609
	Iteration 11Q: 3 clusters Score -564870.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -564957.625000 Penalty: 4210.849609
	Iteration 12Q: 3 clusters Score -564957.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -565071.937500 Penalty: 4210.849609
	Iteration 13Q: 3 clusters Score -565071.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -565238.250000 Penalty: 4210.849609
	Iteration 14Q: 3 clusters Score -565238.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -565467.062500 Penalty: 4210.849609
	Iteration 15Q: 3 clusters Score -565467.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -565666.750000 Penalty: 4210.849609
	Iteration 16Q: 3 clusters Score -565666.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -565794.812500 Penalty: 4210.849609
	Iteration 17Q: 3 clusters Score -565794.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -565872.937500 Penalty: 4210.849609
	Iteration 18Q: 3 clusters Score -565872.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -565925.687500 Penalty: 4210.849609
	Iteration 19Q: 3 clusters Score -565925.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -565968.812500 Penalty: 4210.849609
	Iteration 20F: 3 clusters Score -565968.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -565990.562500 Penalty: 4210.849609
	Iteration 21Q: 3 clusters Score -565990.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -566009.687500 Penalty: 4210.849609
	Iteration 22Q: 3 clusters Score -566009.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -566028.000000 Penalty: 4210.849609
	Iteration 23Q: 3 clusters Score -566028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -566043.812500 Penalty: 4210.849609
	Iteration 24Q: 3 clusters Score -566043.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -566054.312500 Penalty: 4210.849609
	Iteration 25Q: 3 clusters Score -566054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -566061.500000 Penalty: 4210.849609
	Iteration 26Q: 3 clusters Score -566061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -566069.437500 Penalty: 4210.849609
	Iteration 27Q: 3 clusters Score -566069.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -566076.375000 Penalty: 4210.849609
	Iteration 28Q: 3 clusters Score -566076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -566078.375000 Penalty: 4210.849609
	Iteration 29Q: 3 clusters Score -566078.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -566081.875000 Penalty: 4210.849609
	Iteration 30Q: 3 clusters Score -566081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -566084.562500 Penalty: 4210.849609
	Iteration 31Q: 3 clusters Score -566084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -566087.750000 Penalty: 4210.849609
	Iteration 32Q: 3 clusters Score -566087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -566090.437500 Penalty: 4210.849609
	Iteration 33Q: 3 clusters Score -566090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -566093.250000 Penalty: 4210.849609
	Iteration 34Q: 3 clusters Score -566093.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -566097.562500 Penalty: 4210.849609
	Iteration 35Q: 3 clusters Score -566097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -566098.562500 Penalty: 4210.849609
	Iteration 36Q: 3 clusters Score -566098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -566099.000000 Penalty: 4210.849609
	Iteration 37Q: 3 clusters Score -566099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -566099.125000 Penalty: 4210.849609
	Iteration 38Q: 3 clusters Score -566099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -566100.687500 Penalty: 4210.849609
	Iteration 39Q: 3 clusters Score -566100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -566100.562500 Penalty: 4210.849609
	Iteration 40F: 3 clusters Score -566100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -627938.375000 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -627938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -623240.187500 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -623240.2 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -624453.312500 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -624453.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -624756.812500 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -624756.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -624966.062500 Penalty: 4250.331055
	Iteration 3F: 3 clusters Score -624966.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -625155.062500 Penalty: 4250.331055
	Iteration 4Q: 3 clusters Score -625155.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -625326.375000 Penalty: 4250.331055
	Iteration 5Q: 3 clusters Score -625326.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -625467.937500 Penalty: 4250.331055
	Iteration 6Q: 3 clusters Score -625467.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -625588.437500 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -625588.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -625700.500000 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -625700.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -625785.250000 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -625785.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -625858.187500 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -625858.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -625926.125000 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -625926.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -625997.187500 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -625997.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -626056.562500 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -626056.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -626098.875000 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -626098.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -626139.000000 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -626139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -626169.062500 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -626169.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -626194.437500 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -626194.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -626208.250000 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -626208.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -626223.500000 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -626223.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -626237.625000 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -626237.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -626249.500000 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -626249.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -626258.875000 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -626258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -626266.687500 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -626266.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -626276.437500 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -626276.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -626281.500000 Penalty: 4250.331055
	Iteration 25Q: 3 clusters Score -626281.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -626286.562500 Penalty: 4250.331055
	Iteration 26Q: 3 clusters Score -626286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -626291.937500 Penalty: 4250.331055
	Iteration 27Q: 3 clusters Score -626291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626292.812500 Penalty: 4250.331055
	Iteration 28Q: 3 clusters Score -626292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -626296.687500 Penalty: 4250.331055
	Iteration 29Q: 3 clusters Score -626296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -626297.625000 Penalty: 4250.331055
	Iteration 30Q: 3 clusters Score -626297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -626297.625000 Penalty: 4250.331055
	Iteration 31Q: 3 clusters Score -626297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -626299.750000 Penalty: 4250.331055
	Iteration 32Q: 3 clusters Score -626299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -626301.125000 Penalty: 4250.331055
	Iteration 33Q: 3 clusters Score -626301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -626305.062500 Penalty: 4250.331055
	Iteration 34Q: 3 clusters Score -626305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -626307.312500 Penalty: 4250.331055
	Iteration 35Q: 3 clusters Score -626307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -626307.812500 Penalty: 4250.331055
	Iteration 36Q: 3 clusters Score -626307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -626309.750000 Penalty: 4250.331055
	Iteration 37Q: 3 clusters Score -626309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -626310.000000 Penalty: 4250.331055
	Iteration 38Q: 3 clusters Score -626310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -626313.000000 Penalty: 4250.331055
	Iteration 39Q: 3 clusters Score -626313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -626314.437500 Penalty: 4250.331055
	Iteration 40F: 3 clusters Score -626314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -626315.625000 Penalty: 4250.331055
	Iteration 41Q: 3 clusters Score -626315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -626315.687500 Penalty: 4250.331055
	Iteration 42Q: 3 clusters Score -626315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -626316.187500 Penalty: 4250.331055
	Iteration 43Q: 3 clusters Score -626316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -626315.750000 Penalty: 4250.331055
	Iteration 44Q: 3 clusters Score -626315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -626315.750000 Penalty: 4250.331055
	Iteration 45F: 3 clusters Score -626315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Entering Unmasked Estep 
Score: -2743963.750000 Penalty: 2468.695801
	Iteration 0F: 2 clusters Score -2743964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2729298.500000 Penalty: 4937.391602
	Iteration 0F: 3 clusters Score -2729298 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2734207.750000 Penalty: 4937.391602
	Iteration 1F: 3 clusters Score -2734208 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2734581.750000 Penalty: 4937.391602
	Iteration 2Q: 3 clusters Score -2734582 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2734967.250000 Penalty: 4937.391602
	Iteration 3Q: 3 clusters Score -2734967 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2735333.750000 Penalty: 4937.391602
	Iteration 4Q: 3 clusters Score -2735334 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2735795.500000 Penalty: 4937.391602
	Iteration 5Q: 3 clusters Score -2735796 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2736340.500000 Penalty: 4937.391602
	Iteration 6Q: 3 clusters Score -2736340 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2737034.000000 Penalty: 4937.391602
	Iteration 7Q: 3 clusters Score -2737034 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2737813.250000 Penalty: 4937.391602
	Iteration 8Q: 3 clusters Score -2737813 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2738649.000000 Penalty: 4937.391602
	Iteration 9Q: 3 clusters Score -2738649 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2739398.250000 Penalty: 4937.391602
	Iteration 10Q: 3 clusters Score -2739398 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2739970.500000 Penalty: 4937.391602
	Iteration 11Q: 3 clusters Score -2739970 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2740401.500000 Penalty: 4937.391602
	Iteration 12Q: 3 clusters Score -2740402 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2740727.500000 Penalty: 4937.391602
	Iteration 13Q: 3 clusters Score -2740728 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2740990.750000 Penalty: 4937.391602
	Iteration 14Q: 3 clusters Score -2740991 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2741194.750000 Penalty: 4937.391602
	Iteration 15Q: 3 clusters Score -2741195 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2741366.250000 Penalty: 4937.391602
	Iteration 16Q: 3 clusters Score -2741366 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2741492.250000 Penalty: 4937.391602
	Iteration 17Q: 3 clusters Score -2741492 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2741578.750000 Penalty: 4937.391602
	Iteration 18Q: 3 clusters Score -2741579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2741657.000000 Penalty: 4937.391602
	Iteration 19Q: 3 clusters Score -2741657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2741712.250000 Penalty: 4937.391602
	Iteration 20F: 3 clusters Score -2741712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2741739.500000 Penalty: 4937.391602
	Iteration 21Q: 3 clusters Score -2741740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2741772.750000 Penalty: 4937.391602
	Iteration 22Q: 3 clusters Score -2741773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2741809.250000 Penalty: 4937.391602
	Iteration 23Q: 3 clusters Score -2741809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2741833.000000 Penalty: 4937.391602
	Iteration 24Q: 3 clusters Score -2741833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2741860.000000 Penalty: 4937.391602
	Iteration 25Q: 3 clusters Score -2741860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2741878.250000 Penalty: 4937.391602
	Iteration 26Q: 3 clusters Score -2741878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2741894.000000 Penalty: 4937.391602
	Iteration 27Q: 3 clusters Score -2741894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2741919.000000 Penalty: 4937.391602
	Iteration 28Q: 3 clusters Score -2741919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2741948.750000 Penalty: 4937.391602
	Iteration 29Q: 3 clusters Score -2741949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2741964.750000 Penalty: 4937.391602
	Iteration 30Q: 3 clusters Score -2741965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2741974.250000 Penalty: 4937.391602
	Iteration 31Q: 3 clusters Score -2741974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2741984.250000 Penalty: 4937.391602
	Iteration 32Q: 3 clusters Score -2741984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2741990.250000 Penalty: 4937.391602
	Iteration 33Q: 3 clusters Score -2741990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2741999.500000 Penalty: 4937.391602
	Iteration 34Q: 3 clusters Score -2742000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2742005.000000 Penalty: 4937.391602
	Iteration 35Q: 3 clusters Score -2742005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2742010.500000 Penalty: 4937.391602
	Iteration 36Q: 3 clusters Score -2742010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2742014.500000 Penalty: 4937.391602
	Iteration 37Q: 3 clusters Score -2742014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2742013.250000 Penalty: 4937.391602
	Iteration 38Q: 3 clusters Score -2742013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2742016.250000 Penalty: 4937.391602
	Iteration 39Q: 3 clusters Score -2742016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2742017.250000 Penalty: 4937.391602
	Iteration 40F: 3 clusters Score -2742017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Entering Unmasked Estep 
Score: -8970934.000000 Penalty: 2758.849121
	Iteration 0F: 2 clusters Score -8970934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -8925513.000000 Penalty: 5517.698242
	Iteration 0F: 3 clusters Score -8925513 nChanged 31758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8943539.000000 Penalty: 5517.698242
	Iteration 1F: 3 clusters Score -8943539 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -8944397.000000 Penalty: 5517.698242
	Iteration 2Q: 3 clusters Score -8944397 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8945431.000000 Penalty: 5517.698242
	Iteration 3Q: 3 clusters Score -8945431 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -8946642.000000 Penalty: 5517.698242
	Iteration 4Q: 3 clusters Score -8946642 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -8947992.000000 Penalty: 5517.698242
	Iteration 5Q: 3 clusters Score -8947992 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8949322.000000 Penalty: 5517.698242
	Iteration 6Q: 3 clusters Score -8949322 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8950792.000000 Penalty: 5517.698242
	Iteration 7Q: 3 clusters Score -8950792 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8952235.000000 Penalty: 5517.698242
	Iteration 8Q: 3 clusters Score -8952235 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8953561.000000 Penalty: 5517.698242
	Iteration 9Q: 3 clusters Score -8953561 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8954910.000000 Penalty: 5517.698242
	Iteration 10Q: 3 clusters Score -8954910 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8956180.000000 Penalty: 5517.698242
	Iteration 11Q: 3 clusters Score -8956180 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8957596.000000 Penalty: 5517.698242
	Iteration 12Q: 3 clusters Score -8957596 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -8958905.000000 Penalty: 5517.698242
	Iteration 13Q: 3 clusters Score -8958905 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -8960045.000000 Penalty: 5517.698242
	Iteration 14Q: 3 clusters Score -8960045 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -8961078.000000 Penalty: 5517.698242
	Iteration 15Q: 3 clusters Score -8961078 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -8962052.000000 Penalty: 5517.698242
	Iteration 16Q: 3 clusters Score -8962052 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -8962999.000000 Penalty: 5517.698242
	Iteration 17Q: 3 clusters Score -8962999 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -8963991.000000 Penalty: 5517.698242
	Iteration 18Q: 3 clusters Score -8963991 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -8965123.000000 Penalty: 5517.698242
	Iteration 19Q: 3 clusters Score -8965123 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -8966222.000000 Penalty: 5517.698242
	Iteration 20F: 3 clusters Score -8966222 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -8967096.000000 Penalty: 5517.698242
	Iteration 21Q: 3 clusters Score -8967096 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -8967736.000000 Penalty: 5517.698242
	Iteration 22Q: 3 clusters Score -8967736 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -8968088.000000 Penalty: 5517.698242
	Iteration 23Q: 3 clusters Score -8968088 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -8968258.000000 Penalty: 5517.698242
	Iteration 24Q: 3 clusters Score -8968258 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -8968318.000000 Penalty: 5517.698242
	Iteration 25Q: 3 clusters Score -8968318 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -8968388.000000 Penalty: 5517.698242
	Iteration 26Q: 3 clusters Score -8968388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -8968426.000000 Penalty: 5517.698242
	Iteration 27Q: 3 clusters Score -8968426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -8968441.000000 Penalty: 5517.698242
	Iteration 28Q: 3 clusters Score -8968441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -8968460.000000 Penalty: 5517.698242
	Iteration 29Q: 3 clusters Score -8968460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -8968464.000000 Penalty: 5517.698242
	Iteration 30Q: 3 clusters Score -8968464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -8968483.000000 Penalty: 5517.698242
	Iteration 31Q: 3 clusters Score -8968483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -8968476.000000 Penalty: 5517.698242
	Iteration 32Q: 3 clusters Score -8968476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -8968479.000000 Penalty: 5517.698242
	Iteration 33Q: 3 clusters Score -8968479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -8968496.000000 Penalty: 5517.698242
	Iteration 34Q: 3 clusters Score -8968496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -8968488.000000 Penalty: 5517.698242
	Iteration 35Q: 3 clusters Score -8968488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -8968470.000000 Penalty: 5517.698242
	Iteration 36Q: 3 clusters Score -8968470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -8968494.000000 Penalty: 5517.698242
	Iteration 37Q: 3 clusters Score -8968494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -8968495.000000 Penalty: 5517.698242
	Iteration 38Q: 3 clusters Score -8968495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -8968501.000000 Penalty: 5517.698242
	Iteration 39Q: 3 clusters Score -8968501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -8968501.000000 Penalty: 5517.698242
	Iteration 40F: 3 clusters Score -8968501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -8968508.000000 Penalty: 5517.698242
	Iteration 41Q: 3 clusters Score -8968508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -8968495.000000 Penalty: 5517.698242
	Iteration 42Q: 3 clusters Score -8968495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -8968507.000000 Penalty: 5517.698242
	Iteration 43Q: 3 clusters Score -8968507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -8968512.000000 Penalty: 5517.698242
	Iteration 44Q: 3 clusters Score -8968512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -8968505.000000 Penalty: 5517.698242
	Iteration 45Q: 3 clusters Score -8968505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -8968509.000000 Penalty: 5517.698242
	Iteration 46Q: 3 clusters Score -8968509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -8968502.000000 Penalty: 5517.698242
	Iteration 47Q: 3 clusters Score -8968502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -8968510.000000 Penalty: 5517.698242
	Iteration 48Q: 3 clusters Score -8968510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -8968508.000000 Penalty: 5517.698242
	Iteration 49Q: 3 clusters Score -8968508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -8968496.000000 Penalty: 5517.698242
	Iteration 50Q: 3 clusters Score -8968496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8968517.000000 Penalty: 5517.698242
	Iteration 51Q: 3 clusters Score -8968517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -8968527.000000 Penalty: 5517.698242
	Iteration 52Q: 3 clusters Score -8968527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -8968532.000000 Penalty: 5517.698242
	Iteration 53Q: 3 clusters Score -8968532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -8968528.000000 Penalty: 5517.698242
	Iteration 54Q: 3 clusters Score -8968528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -8968526.000000 Penalty: 5517.698242
	Iteration 55Q: 3 clusters Score -8968526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -8968516.000000 Penalty: 5517.698242
	Iteration 56Q: 3 clusters Score -8968516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -8968511.000000 Penalty: 5517.698242
	Iteration 57Q: 3 clusters Score -8968511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -8968522.000000 Penalty: 5517.698242
	Iteration 58Q: 3 clusters Score -8968522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -8968532.000000 Penalty: 5517.698242
	Iteration 59Q: 3 clusters Score -8968532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -8968533.000000 Penalty: 5517.698242
	Iteration 60F: 3 clusters Score -8968533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -8968535.000000 Penalty: 5517.698242
	Iteration 61Q: 3 clusters Score -8968535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -8968548.000000 Penalty: 5517.698242
	Iteration 62Q: 3 clusters Score -8968548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -8968538.000000 Penalty: 5517.698242
	Iteration 63Q: 3 clusters Score -8968538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -8968555.000000 Penalty: 5517.698242
	Iteration 64Q: 3 clusters Score -8968555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -8968551.000000 Penalty: 5517.698242
	Iteration 65Q: 3 clusters Score -8968551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -8968552.000000 Penalty: 5517.698242
	Iteration 66Q: 3 clusters Score -8968552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -8968551.000000 Penalty: 5517.698242
	Iteration 67Q: 3 clusters Score -8968551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -8968544.000000 Penalty: 5517.698242
	Iteration 68Q: 3 clusters Score -8968544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -8968545.000000 Penalty: 5517.698242
	Iteration 69Q: 3 clusters Score -8968545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -8968557.000000 Penalty: 5517.698242
	Iteration 70Q: 3 clusters Score -8968557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -8968558.000000 Penalty: 5517.698242
	Iteration 71Q: 3 clusters Score -8968558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -8968568.000000 Penalty: 5517.698242
	Iteration 72Q: 3 clusters Score -8968568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -8968567.000000 Penalty: 5517.698242
	Iteration 73Q: 3 clusters Score -8968567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -8968555.000000 Penalty: 5517.698242
	Iteration 74Q: 3 clusters Score -8968555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -8968558.000000 Penalty: 5517.698242
	Iteration 75Q: 3 clusters Score -8968558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -8968565.000000 Penalty: 5517.698242
	Iteration 76Q: 3 clusters Score -8968565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -8968561.000000 Penalty: 5517.698242
	Iteration 77Q: 3 clusters Score -8968561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8968580.000000 Penalty: 5517.698242
	Iteration 78Q: 3 clusters Score -8968580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -8968575.000000 Penalty: 5517.698242
	Iteration 79Q: 3 clusters Score -8968575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8968580.000000 Penalty: 5517.698242
	Iteration 80F: 3 clusters Score -8968580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -8968593.000000 Penalty: 5517.698242
	Iteration 81Q: 3 clusters Score -8968593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -8968595.000000 Penalty: 5517.698242
	Iteration 82Q: 3 clusters Score -8968595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -8968602.000000 Penalty: 5517.698242
	Iteration 83Q: 3 clusters Score -8968602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -8968592.000000 Penalty: 5517.698242
	Iteration 84Q: 3 clusters Score -8968592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -8968593.000000 Penalty: 5517.698242
	Iteration 85Q: 3 clusters Score -8968593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -8968594.000000 Penalty: 5517.698242
	Iteration 86Q: 3 clusters Score -8968594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8968594.000000 Penalty: 5517.698242
	Iteration 87Q: 3 clusters Score -8968594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -8968594.000000 Penalty: 5517.698242
	Iteration 88Q: 3 clusters Score -8968594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8968596.000000 Penalty: 5517.698242
	Iteration 89Q: 3 clusters Score -8968596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8968596.000000 Penalty: 5517.698242
	Iteration 90F: 3 clusters Score -8968596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -300239.406250 Penalty: 1940.363403
	Iteration 0F: 2 clusters Score -300239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -297422.593750 Penalty: 3880.726807
	Iteration 0F: 3 clusters Score -297422.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -298319.843750 Penalty: 3880.726807
	Iteration 1F: 3 clusters Score -298319.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -298616.375000 Penalty: 3880.726807
	Iteration 2F: 3 clusters Score -298616.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -298867.281250 Penalty: 3880.726807
	Iteration 3F: 3 clusters Score -298867.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299059.625000 Penalty: 3880.726807
	Iteration 4F: 3 clusters Score -299059.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -299215.343750 Penalty: 3880.726807
	Iteration 5F: 3 clusters Score -299215.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -299360.375000 Penalty: 3880.726807
	Iteration 6Q: 3 clusters Score -299360.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -299469.156250 Penalty: 3880.726807
	Iteration 7Q: 3 clusters Score -299469.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -299558.843750 Penalty: 3880.726807
	Iteration 8Q: 3 clusters Score -299558.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -299628.656250 Penalty: 3880.726807
	Iteration 9Q: 3 clusters Score -299628.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -299678.718750 Penalty: 3880.726807
	Iteration 10Q: 3 clusters Score -299678.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -299705.875000 Penalty: 3880.726807
	Iteration 11Q: 3 clusters Score -299705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -299714.875000 Penalty: 3880.726807
	Iteration 12Q: 3 clusters Score -299714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -299716.812500 Penalty: 3880.726807
	Iteration 13Q: 3 clusters Score -299716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -299717.250000 Penalty: 3880.726807
	Iteration 14Q: 3 clusters Score -299717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -299719.125000 Penalty: 3880.726807
	Iteration 15Q: 3 clusters Score -299719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -299721.062500 Penalty: 3880.726807
	Iteration 16Q: 3 clusters Score -299721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -299722.437500 Penalty: 3880.726807
	Iteration 17Q: 3 clusters Score -299722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -299722.625000 Penalty: 3880.726807
	Iteration 18Q: 3 clusters Score -299722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -299722.625000 Penalty: 3880.726807
	Iteration 19F: 3 clusters Score -299722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Entering Unmasked Estep 
Score: -10528749.000000 Penalty: 2797.836426
	Iteration 0F: 2 clusters Score -1.052875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -10475400.000000 Penalty: 5595.672852
	Iteration 0F: 3 clusters Score -1.04754e+07 nChanged 37445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -10496051.000000 Penalty: 5595.672852
	Iteration 1F: 3 clusters Score -1.049605e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -10496680.000000 Penalty: 5595.672852
	Iteration 2Q: 3 clusters Score -1.049668e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -10497119.000000 Penalty: 5595.672852
	Iteration 3Q: 3 clusters Score -1.049712e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -10497551.000000 Penalty: 5595.672852
	Iteration 4Q: 3 clusters Score -1.049755e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -10498000.000000 Penalty: 5595.672852
	Iteration 5Q: 3 clusters Score -1.0498e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -10498437.000000 Penalty: 5595.672852
	Iteration 6Q: 3 clusters Score -1.049844e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -10498897.000000 Penalty: 5595.672852
	Iteration 7Q: 3 clusters Score -1.04989e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -10499453.000000 Penalty: 5595.672852
	Iteration 8Q: 3 clusters Score -1.049945e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -10500117.000000 Penalty: 5595.672852
	Iteration 9Q: 3 clusters Score -1.050012e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -10500991.000000 Penalty: 5595.672852
	Iteration 10Q: 3 clusters Score -1.050099e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -10502247.000000 Penalty: 5595.672852
	Iteration 11Q: 3 clusters Score -1.050225e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -10504101.000000 Penalty: 5595.672852
	Iteration 12Q: 3 clusters Score -1.05041e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -10506527.000000 Penalty: 5595.672852
	Iteration 13Q: 3 clusters Score -1.050653e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -10509358.000000 Penalty: 5595.672852
	Iteration 14F: 3 clusters Score -1.050936e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -10512536.000000 Penalty: 5595.672852
	Iteration 15F: 3 clusters Score -1.051254e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -10515051.000000 Penalty: 5595.672852
	Iteration 16Q: 3 clusters Score -1.051505e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -10516828.000000 Penalty: 5595.672852
	Iteration 17Q: 3 clusters Score -1.051683e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -10518127.000000 Penalty: 5595.672852
	Iteration 18Q: 3 clusters Score -1.051813e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -10519207.000000 Penalty: 5595.672852
	Iteration 19Q: 3 clusters Score -1.051921e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -10520064.000000 Penalty: 5595.672852
	Iteration 20F: 3 clusters Score -1.052006e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -10520916.000000 Penalty: 5595.672852
	Iteration 21Q: 3 clusters Score -1.052092e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -10521762.000000 Penalty: 5595.672852
	Iteration 22Q: 3 clusters Score -1.052176e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -10522612.000000 Penalty: 5595.672852
	Iteration 23Q: 3 clusters Score -1.052261e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -10523390.000000 Penalty: 5595.672852
	Iteration 24Q: 3 clusters Score -1.052339e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -10524067.000000 Penalty: 5595.672852
	Iteration 25Q: 3 clusters Score -1.052407e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -10524674.000000 Penalty: 5595.672852
	Iteration 26Q: 3 clusters Score -1.052467e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -10525117.000000 Penalty: 5595.672852
	Iteration 27Q: 3 clusters Score -1.052512e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -10525436.000000 Penalty: 5595.672852
	Iteration 28Q: 3 clusters Score -1.052544e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -10525684.000000 Penalty: 5595.672852
	Iteration 29Q: 3 clusters Score -1.052568e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -10525880.000000 Penalty: 5595.672852
	Iteration 30Q: 3 clusters Score -1.052588e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -10526032.000000 Penalty: 5595.672852
	Iteration 31Q: 3 clusters Score -1.052603e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -10526171.000000 Penalty: 5595.672852
	Iteration 32Q: 3 clusters Score -1.052617e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -10526250.000000 Penalty: 5595.672852
	Iteration 33Q: 3 clusters Score -1.052625e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -10526295.000000 Penalty: 5595.672852
	Iteration 34Q: 3 clusters Score -1.05263e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -10526330.000000 Penalty: 5595.672852
	Iteration 35Q: 3 clusters Score -1.052633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10526359.000000 Penalty: 5595.672852
	Iteration 36Q: 3 clusters Score -1.052636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -10526390.000000 Penalty: 5595.672852
	Iteration 37Q: 3 clusters Score -1.052639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -10526402.000000 Penalty: 5595.672852
	Iteration 38Q: 3 clusters Score -1.05264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -10526400.000000 Penalty: 5595.672852
	Iteration 39Q: 3 clusters Score -1.05264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10526418.000000 Penalty: 5595.672852
	Iteration 40F: 3 clusters Score -1.052642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -10526413.000000 Penalty: 5595.672852
	Iteration 41Q: 3 clusters Score -1.052641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -10526415.000000 Penalty: 5595.672852
	Iteration 42Q: 3 clusters Score -1.052642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -10526421.000000 Penalty: 5595.672852
	Iteration 43Q: 3 clusters Score -1.052642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10526414.000000 Penalty: 5595.672852
	Iteration 44Q: 3 clusters Score -1.052641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -10526418.000000 Penalty: 5595.672852
	Iteration 45Q: 3 clusters Score -1.052642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -10526420.000000 Penalty: 5595.672852
	Iteration 46Q: 3 clusters Score -1.052642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10526425.000000 Penalty: 5595.672852
	Iteration 47Q: 3 clusters Score -1.052642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -10526428.000000 Penalty: 5595.672852
	Iteration 48Q: 3 clusters Score -1.052643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -10526424.000000 Penalty: 5595.672852
	Iteration 49Q: 3 clusters Score -1.052642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -10526426.000000 Penalty: 5595.672852
	Iteration 50Q: 3 clusters Score -1.052643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10526420.000000 Penalty: 5595.672852
	Iteration 51Q: 3 clusters Score -1.052642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -10526430.000000 Penalty: 5595.672852
	Iteration 52Q: 3 clusters Score -1.052643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -10526427.000000 Penalty: 5595.672852
	Iteration 53Q: 3 clusters Score -1.052643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -10526423.000000 Penalty: 5595.672852
	Iteration 54Q: 3 clusters Score -1.052642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10526425.000000 Penalty: 5595.672852
	Iteration 55Q: 3 clusters Score -1.052642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -10526435.000000 Penalty: 5595.672852
	Iteration 56Q: 3 clusters Score -1.052644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10526430.000000 Penalty: 5595.672852
	Iteration 57Q: 3 clusters Score -1.052643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -10526435.000000 Penalty: 5595.672852
	Iteration 58Q: 3 clusters Score -1.052644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -10526440.000000 Penalty: 5595.672852
	Iteration 59Q: 3 clusters Score -1.052644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -10526451.000000 Penalty: 5595.672852
	Iteration 60F: 3 clusters Score -1.052645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -10526447.000000 Penalty: 5595.672852
	Iteration 61Q: 3 clusters Score -1.052645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10526443.000000 Penalty: 5595.672852
	Iteration 62Q: 3 clusters Score -1.052644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -10526443.000000 Penalty: 5595.672852
	Iteration 63Q: 3 clusters Score -1.052644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -10526438.000000 Penalty: 5595.672852
	Iteration 64Q: 3 clusters Score -1.052644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -10526446.000000 Penalty: 5595.672852
	Iteration 65Q: 3 clusters Score -1.052645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -10526446.000000 Penalty: 5595.672852
	Iteration 66Q: 3 clusters Score -1.052645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -10526447.000000 Penalty: 5595.672852
	Iteration 67Q: 3 clusters Score -1.052645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -10526434.000000 Penalty: 5595.672852
	Iteration 68Q: 3 clusters Score -1.052643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -10526434.000000 Penalty: 5595.672852
	Iteration 69F: 3 clusters Score -1.052643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (145746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Entering Unmasked Estep 
Score: -19495414.000000 Penalty: 2948.625977
	Iteration 0F: 2 clusters Score -1.949541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -19400948.000000 Penalty: 5897.251953
	Iteration 0F: 3 clusters Score -1.940095e+07 nChanged 69682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -19441266.000000 Penalty: 5897.251953
	Iteration 1F: 3 clusters Score -1.944127e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -19442162.000000 Penalty: 5897.251953
	Iteration 2Q: 3 clusters Score -1.944216e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -19443210.000000 Penalty: 5897.251953
	Iteration 3Q: 3 clusters Score -1.944321e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -19444824.000000 Penalty: 5897.251953
	Iteration 4Q: 3 clusters Score -1.944482e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -19447834.000000 Penalty: 5897.251953
	Iteration 5Q: 3 clusters Score -1.944783e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -19453148.000000 Penalty: 5897.251953
	Iteration 6F: 3 clusters Score -1.945315e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -19461812.000000 Penalty: 5897.251953
	Iteration 7F: 3 clusters Score -1.946181e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -19472336.000000 Penalty: 5897.251953
	Iteration 8F: 3 clusters Score -1.947234e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -19482588.000000 Penalty: 5897.251953
	Iteration 9F: 3 clusters Score -1.948259e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 131717 members 
Entering Unmasked Estep 
Score: -19489408.000000 Penalty: 5897.251953
	Iteration 10Q: 3 clusters Score -1.948941e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -19492716.000000 Penalty: 5897.251953
	Iteration 11Q: 3 clusters Score -1.949272e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -19493956.000000 Penalty: 5897.251953
	Iteration 12Q: 3 clusters Score -1.949396e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 135395 members 
Entering Unmasked Estep 
Score: -19494268.000000 Penalty: 5897.251953
	Iteration 13Q: 3 clusters Score -1.949427e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 135911 members 
Entering Unmasked Estep 
Score: -19494482.000000 Penalty: 5897.251953
	Iteration 14Q: 3 clusters Score -1.949448e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -19494580.000000 Penalty: 5897.251953
	Iteration 15Q: 3 clusters Score -1.949458e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -19494744.000000 Penalty: 5897.251953
	Iteration 16Q: 3 clusters Score -1.949474e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -19494794.000000 Penalty: 5897.251953
	Iteration 17Q: 3 clusters Score -1.949479e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 137471 members 
Entering Unmasked Estep 
Score: -19494820.000000 Penalty: 5897.251953
	Iteration 18Q: 3 clusters Score -1.949482e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -19494838.000000 Penalty: 5897.251953
	Iteration 19Q: 3 clusters Score -1.949484e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 137972 members 
Entering Unmasked Estep 
Score: -19494862.000000 Penalty: 5897.251953
	Iteration 20F: 3 clusters Score -1.949486e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 138176 members 
Entering Unmasked Estep 
Score: -19494870.000000 Penalty: 5897.251953
	Iteration 21Q: 3 clusters Score -1.949487e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 138351 members 
Entering Unmasked Estep 
Score: -19494824.000000 Penalty: 5897.251953
	Iteration 22Q: 3 clusters Score -1.949482e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -19494806.000000 Penalty: 5897.251953
	Iteration 23Q: 3 clusters Score -1.949481e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 138641 members 
Entering Unmasked Estep 
Score: -19494766.000000 Penalty: 5897.251953
	Iteration 24Q: 3 clusters Score -1.949477e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -19494734.000000 Penalty: 5897.251953
	Iteration 25Q: 3 clusters Score -1.949473e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -19494760.000000 Penalty: 5897.251953
	Iteration 26Q: 3 clusters Score -1.949476e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -19494788.000000 Penalty: 5897.251953
	Iteration 27Q: 3 clusters Score -1.949479e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -19494760.000000 Penalty: 5897.251953
	Iteration 28Q: 3 clusters Score -1.949476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 139122 members 
Entering Unmasked Estep 
Score: -19494758.000000 Penalty: 5897.251953
	Iteration 29Q: 3 clusters Score -1.949476e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 139192 members 
Entering Unmasked Estep 
Score: -19494756.000000 Penalty: 5897.251953
	Iteration 30Q: 3 clusters Score -1.949476e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -19494756.000000 Penalty: 5897.251953
	Iteration 31Q: 3 clusters Score -1.949476e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 139324 members 
Entering Unmasked Estep 
Score: -19494790.000000 Penalty: 5897.251953
	Iteration 32Q: 3 clusters Score -1.949479e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -19494790.000000 Penalty: 5897.251953
	Iteration 33Q: 3 clusters Score -1.949479e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -19494772.000000 Penalty: 5897.251953
	Iteration 34Q: 3 clusters Score -1.949477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 139501 members 
Entering Unmasked Estep 
Score: -19494788.000000 Penalty: 5897.251953
	Iteration 35Q: 3 clusters Score -1.949479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -19494770.000000 Penalty: 5897.251953
	Iteration 36Q: 3 clusters Score -1.949477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -19494746.000000 Penalty: 5897.251953
	Iteration 37Q: 3 clusters Score -1.949475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -19494744.000000 Penalty: 5897.251953
	Iteration 38Q: 3 clusters Score -1.949474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -19494698.000000 Penalty: 5897.251953
	Iteration 39Q: 3 clusters Score -1.94947e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 139793 members 
Entering Unmasked Estep 
Score: -19494710.000000 Penalty: 5897.251953
	Iteration 40F: 3 clusters Score -1.949471e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -19494736.000000 Penalty: 5897.251953
	Iteration 41Q: 3 clusters Score -1.949474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -19494744.000000 Penalty: 5897.251953
	Iteration 42Q: 3 clusters Score -1.949474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -19494696.000000 Penalty: 5897.251953
	Iteration 43Q: 3 clusters Score -1.94947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 139969 members 
Entering Unmasked Estep 
Score: -19494710.000000 Penalty: 5897.251953
	Iteration 44Q: 3 clusters Score -1.949471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -19494702.000000 Penalty: 5897.251953
	Iteration 45Q: 3 clusters Score -1.94947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -19494656.000000 Penalty: 5897.251953
	Iteration 46Q: 3 clusters Score -1.949466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 140069 members 
Entering Unmasked Estep 
Score: -19494668.000000 Penalty: 5897.251953
	Iteration 47Q: 3 clusters Score -1.949467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -19494682.000000 Penalty: 5897.251953
	Iteration 48Q: 3 clusters Score -1.949468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -19494672.000000 Penalty: 5897.251953
	Iteration 49Q: 3 clusters Score -1.949467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -19494672.000000 Penalty: 5897.251953
	Iteration 50Q: 3 clusters Score -1.949467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -19494672.000000 Penalty: 5897.251953
	Iteration 51Q: 3 clusters Score -1.949467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -19494688.000000 Penalty: 5897.251953
	Iteration 52Q: 3 clusters Score -1.949469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -19494692.000000 Penalty: 5897.251953
	Iteration 53Q: 3 clusters Score -1.949469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 140242 members 
Entering Unmasked Estep 
Score: -19494670.000000 Penalty: 5897.251953
	Iteration 54Q: 3 clusters Score -1.949467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 140261 members 
Entering Unmasked Estep 
Score: -19494690.000000 Penalty: 5897.251953
	Iteration 55Q: 3 clusters Score -1.949469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -19494676.000000 Penalty: 5897.251953
	Iteration 56Q: 3 clusters Score -1.949468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 140277 members 
Entering Unmasked Estep 
Score: -19494668.000000 Penalty: 5897.251953
	Iteration 57Q: 3 clusters Score -1.949467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 140283 members 
Entering Unmasked Estep 
Score: -19494670.000000 Penalty: 5897.251953
	Iteration 58Q: 3 clusters Score -1.949467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -19494668.000000 Penalty: 5897.251953
	Iteration 59Q: 3 clusters Score -1.949467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 140299 members 
Entering Unmasked Estep 
Score: -19494678.000000 Penalty: 5897.251953
	Iteration 60F: 3 clusters Score -1.949468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 140313 members 
Entering Unmasked Estep 
Score: -19494670.000000 Penalty: 5897.251953
	Iteration 61Q: 3 clusters Score -1.949467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 140333 members 
Entering Unmasked Estep 
Score: -19494690.000000 Penalty: 5897.251953
	Iteration 62Q: 3 clusters Score -1.949469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -19494690.000000 Penalty: 5897.251953
	Iteration 63Q: 3 clusters Score -1.949469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 140370 members 
Entering Unmasked Estep 
Score: -19494700.000000 Penalty: 5897.251953
	Iteration 64Q: 3 clusters Score -1.94947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 140385 members 
Entering Unmasked Estep 
Score: -19494696.000000 Penalty: 5897.251953
	Iteration 65Q: 3 clusters Score -1.94947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -19494680.000000 Penalty: 5897.251953
	Iteration 66Q: 3 clusters Score -1.949468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 140400 members 
Entering Unmasked Estep 
Score: -19494684.000000 Penalty: 5897.251953
	Iteration 67Q: 3 clusters Score -1.949468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 140406 members 
Entering Unmasked Estep 
Score: -19494664.000000 Penalty: 5897.251953
	Iteration 68Q: 3 clusters Score -1.949466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -19494680.000000 Penalty: 5897.251953
	Iteration 69Q: 3 clusters Score -1.949468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -19494672.000000 Penalty: 5897.251953
	Iteration 70Q: 3 clusters Score -1.949467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 140420 members 
Entering Unmasked Estep 
Score: -19494668.000000 Penalty: 5897.251953
	Iteration 71Q: 3 clusters Score -1.949467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 140423 members 
Entering Unmasked Estep 
Score: -19494680.000000 Penalty: 5897.251953
	Iteration 72Q: 3 clusters Score -1.949468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -19494690.000000 Penalty: 5897.251953
	Iteration 73Q: 3 clusters Score -1.949469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -19494690.000000 Penalty: 5897.251953
	Iteration 74F: 3 clusters Score -1.949469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Entering Unmasked Estep 
Score: -9202798.000000 Penalty: 2764.196777
	Iteration 0F: 2 clusters Score -9202798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -9156448.000000 Penalty: 5528.393555
	Iteration 0F: 3 clusters Score -9156448 nChanged 32475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -9174692.000000 Penalty: 5528.393555
	Iteration 1F: 3 clusters Score -9174692 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -9175457.000000 Penalty: 5528.393555
	Iteration 2Q: 3 clusters Score -9175457 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -9176561.000000 Penalty: 5528.393555
	Iteration 3Q: 3 clusters Score -9176561 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -9178194.000000 Penalty: 5528.393555
	Iteration 4F: 3 clusters Score -9178194 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -9180196.000000 Penalty: 5528.393555
	Iteration 5F: 3 clusters Score -9180196 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -9182643.000000 Penalty: 5528.393555
	Iteration 6F: 3 clusters Score -9182643 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -9184925.000000 Penalty: 5528.393555
	Iteration 7F: 3 clusters Score -9184925 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -9186975.000000 Penalty: 5528.393555
	Iteration 8F: 3 clusters Score -9186975 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -9188777.000000 Penalty: 5528.393555
	Iteration 9Q: 3 clusters Score -9188777 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -9190432.000000 Penalty: 5528.393555
	Iteration 10Q: 3 clusters Score -9190432 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -9192151.000000 Penalty: 5528.393555
	Iteration 11Q: 3 clusters Score -9192151 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -9193794.000000 Penalty: 5528.393555
	Iteration 12Q: 3 clusters Score -9193794 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -9195576.000000 Penalty: 5528.393555
	Iteration 13Q: 3 clusters Score -9195576 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9197066.000000 Penalty: 5528.393555
	Iteration 14Q: 3 clusters Score -9197066 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9198323.000000 Penalty: 5528.393555
	Iteration 15Q: 3 clusters Score -9198323 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9199204.000000 Penalty: 5528.393555
	Iteration 16Q: 3 clusters Score -9199204 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9199693.000000 Penalty: 5528.393555
	Iteration 17Q: 3 clusters Score -9199693 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9199986.000000 Penalty: 5528.393555
	Iteration 18Q: 3 clusters Score -9199986 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9200212.000000 Penalty: 5528.393555
	Iteration 19Q: 3 clusters Score -9200212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9200345.000000 Penalty: 5528.393555
	Iteration 20F: 3 clusters Score -9200345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9200426.000000 Penalty: 5528.393555
	Iteration 21Q: 3 clusters Score -9200426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9200480.000000 Penalty: 5528.393555
	Iteration 22Q: 3 clusters Score -9200480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9200517.000000 Penalty: 5528.393555
	Iteration 23Q: 3 clusters Score -9200517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9200520.000000 Penalty: 5528.393555
	Iteration 24Q: 3 clusters Score -9200520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9200542.000000 Penalty: 5528.393555
	Iteration 25Q: 3 clusters Score -9200542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9200561.000000 Penalty: 5528.393555
	Iteration 26Q: 3 clusters Score -9200561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9200574.000000 Penalty: 5528.393555
	Iteration 27Q: 3 clusters Score -9200574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9200598.000000 Penalty: 5528.393555
	Iteration 28Q: 3 clusters Score -9200598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9200605.000000 Penalty: 5528.393555
	Iteration 29Q: 3 clusters Score -9200605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9200607.000000 Penalty: 5528.393555
	Iteration 30Q: 3 clusters Score -9200607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9200609.000000 Penalty: 5528.393555
	Iteration 31Q: 3 clusters Score -9200609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9200609.000000 Penalty: 5528.393555
	Iteration 32Q: 3 clusters Score -9200609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9200609.000000 Penalty: 5528.393555
	Iteration 33F: 3 clusters Score -9200609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Entering Unmasked Estep 
Score: -1995766.625000 Penalty: 2389.970947
	Iteration 0F: 2 clusters Score -1995767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1984766.500000 Penalty: 4779.941895
	Iteration 0F: 3 clusters Score -1984766 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1988213.125000 Penalty: 4779.941895
	Iteration 1F: 3 clusters Score -1988213 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1988747.125000 Penalty: 4779.941895
	Iteration 2F: 3 clusters Score -1988747 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1989436.250000 Penalty: 4779.941895
	Iteration 3F: 3 clusters Score -1989436 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1990257.875000 Penalty: 4779.941895
	Iteration 4F: 3 clusters Score -1990258 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1991177.750000 Penalty: 4779.941895
	Iteration 5F: 3 clusters Score -1991178 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1992002.875000 Penalty: 4779.941895
	Iteration 6F: 3 clusters Score -1992003 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1992628.000000 Penalty: 4779.941895
	Iteration 7F: 3 clusters Score -1992628 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1993059.000000 Penalty: 4779.941895
	Iteration 8Q: 3 clusters Score -1993059 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1993373.750000 Penalty: 4779.941895
	Iteration 9Q: 3 clusters Score -1993374 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1993569.750000 Penalty: 4779.941895
	Iteration 10Q: 3 clusters Score -1993570 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1993723.250000 Penalty: 4779.941895
	Iteration 11Q: 3 clusters Score -1993723 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1993845.625000 Penalty: 4779.941895
	Iteration 12Q: 3 clusters Score -1993846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1993934.625000 Penalty: 4779.941895
	Iteration 13Q: 3 clusters Score -1993935 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1994018.625000 Penalty: 4779.941895
	Iteration 14Q: 3 clusters Score -1994019 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1994084.125000 Penalty: 4779.941895
	Iteration 15Q: 3 clusters Score -1994084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1994163.125000 Penalty: 4779.941895
	Iteration 16Q: 3 clusters Score -1994163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1994232.500000 Penalty: 4779.941895
	Iteration 17Q: 3 clusters Score -1994232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1994289.250000 Penalty: 4779.941895
	Iteration 18Q: 3 clusters Score -1994289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1994325.750000 Penalty: 4779.941895
	Iteration 19Q: 3 clusters Score -1994326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1994371.250000 Penalty: 4779.941895
	Iteration 20F: 3 clusters Score -1994371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1994402.875000 Penalty: 4779.941895
	Iteration 21Q: 3 clusters Score -1994403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1994430.500000 Penalty: 4779.941895
	Iteration 22Q: 3 clusters Score -1994430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1994451.875000 Penalty: 4779.941895
	Iteration 23Q: 3 clusters Score -1994452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1994461.500000 Penalty: 4779.941895
	Iteration 24Q: 3 clusters Score -1994462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1994466.250000 Penalty: 4779.941895
	Iteration 25Q: 3 clusters Score -1994466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1994476.750000 Penalty: 4779.941895
	Iteration 26Q: 3 clusters Score -1994477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1994489.000000 Penalty: 4779.941895
	Iteration 27Q: 3 clusters Score -1994489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1994503.750000 Penalty: 4779.941895
	Iteration 28Q: 3 clusters Score -1994504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1994514.500000 Penalty: 4779.941895
	Iteration 29Q: 3 clusters Score -1994514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1994526.375000 Penalty: 4779.941895
	Iteration 30Q: 3 clusters Score -1994526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1994526.500000 Penalty: 4779.941895
	Iteration 31Q: 3 clusters Score -1994526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1994525.250000 Penalty: 4779.941895
	Iteration 32Q: 3 clusters Score -1994525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1994526.625000 Penalty: 4779.941895
	Iteration 33Q: 3 clusters Score -1994527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1994532.750000 Penalty: 4779.941895
	Iteration 34Q: 3 clusters Score -1994533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1994539.375000 Penalty: 4779.941895
	Iteration 35Q: 3 clusters Score -1994539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1994541.625000 Penalty: 4779.941895
	Iteration 36Q: 3 clusters Score -1994542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1994547.875000 Penalty: 4779.941895
	Iteration 37Q: 3 clusters Score -1994548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1994553.000000 Penalty: 4779.941895
	Iteration 38Q: 3 clusters Score -1994553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1994560.125000 Penalty: 4779.941895
	Iteration 39Q: 3 clusters Score -1994560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1994561.500000 Penalty: 4779.941895
	Iteration 40F: 3 clusters Score -1994562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1994562.875000 Penalty: 4779.941895
	Iteration 41Q: 3 clusters Score -1994563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1994566.875000 Penalty: 4779.941895
	Iteration 42Q: 3 clusters Score -1994567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1994568.000000 Penalty: 4779.941895
	Iteration 43Q: 3 clusters Score -1994568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1994567.500000 Penalty: 4779.941895
	Iteration 44Q: 3 clusters Score -1994568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1994566.750000 Penalty: 4779.941895
	Iteration 45Q: 3 clusters Score -1994567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1994567.500000 Penalty: 4779.941895
	Iteration 46Q: 3 clusters Score -1994568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1994567.500000 Penalty: 4779.941895
	Iteration 47F: 3 clusters Score -1994568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Entering Unmasked Estep 
Score: -16228413.000000 Penalty: 2900.435791
	Iteration 0F: 2 clusters Score -1.622841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -16149015.000000 Penalty: 5800.871582
	Iteration 0F: 3 clusters Score -1.614902e+07 nChanged 57033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -16181393.000000 Penalty: 5800.871582
	Iteration 1F: 3 clusters Score -1.618139e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -16182100.000000 Penalty: 5800.871582
	Iteration 2Q: 3 clusters Score -1.61821e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -16183185.000000 Penalty: 5800.871582
	Iteration 3Q: 3 clusters Score -1.618318e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -16184952.000000 Penalty: 5800.871582
	Iteration 4Q: 3 clusters Score -1.618495e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -16188451.000000 Penalty: 5800.871582
	Iteration 5F: 3 clusters Score -1.618845e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -16195172.000000 Penalty: 5800.871582
	Iteration 6F: 3 clusters Score -1.619517e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -16204900.000000 Penalty: 5800.871582
	Iteration 7F: 3 clusters Score -1.62049e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -16215003.000000 Penalty: 5800.871582
	Iteration 8F: 3 clusters Score -1.6215e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -16221888.000000 Penalty: 5800.871582
	Iteration 9F: 3 clusters Score -1.622189e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -16224628.000000 Penalty: 5800.871582
	Iteration 10Q: 3 clusters Score -1.622463e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -16225431.000000 Penalty: 5800.871582
	Iteration 11Q: 3 clusters Score -1.622543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -16225607.000000 Penalty: 5800.871582
	Iteration 12Q: 3 clusters Score -1.622561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 119829 members 
Entering Unmasked Estep 
Score: -16225695.000000 Penalty: 5800.871582
	Iteration 13Q: 3 clusters Score -1.62257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -16225732.000000 Penalty: 5800.871582
	Iteration 14Q: 3 clusters Score -1.622573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -16225756.000000 Penalty: 5800.871582
	Iteration 15Q: 3 clusters Score -1.622576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -16225779.000000 Penalty: 5800.871582
	Iteration 16Q: 3 clusters Score -1.622578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -16225790.000000 Penalty: 5800.871582
	Iteration 17Q: 3 clusters Score -1.622579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119849 members 
Entering Unmasked Estep 
Score: -16225809.000000 Penalty: 5800.871582
	Iteration 18Q: 3 clusters Score -1.622581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -16225811.000000 Penalty: 5800.871582
	Iteration 19Q: 3 clusters Score -1.622581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -16225821.000000 Penalty: 5800.871582
	Iteration 20F: 3 clusters Score -1.622582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Entering Unmasked Estep 
Score: -13984314.000000 Penalty: 2866.811279
	Iteration 0F: 2 clusters Score -1.398431e+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 52231 members 
Entering Unmasked Estep 
Score: -13914392.000000 Penalty: 5733.622559
	Iteration 0F: 3 clusters Score -1.391439e+07 nChanged 49736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -13942921.000000 Penalty: 5733.622559
	Iteration 1F: 3 clusters Score -1.394292e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -13943798.000000 Penalty: 5733.622559
	Iteration 2Q: 3 clusters Score -1.39438e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -13945093.000000 Penalty: 5733.622559
	Iteration 3Q: 3 clusters Score -1.394509e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -13947084.000000 Penalty: 5733.622559
	Iteration 4Q: 3 clusters Score -1.394708e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -13950385.000000 Penalty: 5733.622559
	Iteration 5F: 3 clusters Score -1.395038e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -13955795.000000 Penalty: 5733.622559
	Iteration 6F: 3 clusters Score -1.39558e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -13962967.000000 Penalty: 5733.622559
	Iteration 7F: 3 clusters Score -1.396297e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -13970220.000000 Penalty: 5733.622559
	Iteration 8F: 3 clusters Score -1.397022e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -13975305.000000 Penalty: 5733.622559
	Iteration 9F: 3 clusters Score -1.39753e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -13978312.000000 Penalty: 5733.622559
	Iteration 10Q: 3 clusters Score -1.397831e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -13979676.000000 Penalty: 5733.622559
	Iteration 11Q: 3 clusters Score -1.397968e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -13980395.000000 Penalty: 5733.622559
	Iteration 12Q: 3 clusters Score -1.39804e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -13980828.000000 Penalty: 5733.622559
	Iteration 13Q: 3 clusters Score -1.398083e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -13981071.000000 Penalty: 5733.622559
	Iteration 14Q: 3 clusters Score -1.398107e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -13981251.000000 Penalty: 5733.622559
	Iteration 15Q: 3 clusters Score -1.398125e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -13981337.000000 Penalty: 5733.622559
	Iteration 16Q: 3 clusters Score -1.398134e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -13981428.000000 Penalty: 5733.622559
	Iteration 17Q: 3 clusters Score -1.398143e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13981470.000000 Penalty: 5733.622559
	Iteration 18Q: 3 clusters Score -1.398147e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13981526.000000 Penalty: 5733.622559
	Iteration 19Q: 3 clusters Score -1.398153e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -13981610.000000 Penalty: 5733.622559
	Iteration 20F: 3 clusters Score -1.398161e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13981652.000000 Penalty: 5733.622559
	Iteration 21Q: 3 clusters Score -1.398165e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13981697.000000 Penalty: 5733.622559
	Iteration 22Q: 3 clusters Score -1.39817e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13981742.000000 Penalty: 5733.622559
	Iteration 23Q: 3 clusters Score -1.398174e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13981768.000000 Penalty: 5733.622559
	Iteration 24Q: 3 clusters Score -1.398177e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13981797.000000 Penalty: 5733.622559
	Iteration 25Q: 3 clusters Score -1.39818e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13981810.000000 Penalty: 5733.622559
	Iteration 26Q: 3 clusters Score -1.398181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -13981828.000000 Penalty: 5733.622559
	Iteration 27Q: 3 clusters Score -1.398183e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13981849.000000 Penalty: 5733.622559
	Iteration 28Q: 3 clusters Score -1.398185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13981887.000000 Penalty: 5733.622559
	Iteration 29Q: 3 clusters Score -1.398189e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13981896.000000 Penalty: 5733.622559
	Iteration 30Q: 3 clusters Score -1.39819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13981900.000000 Penalty: 5733.622559
	Iteration 31Q: 3 clusters Score -1.39819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103363 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13981906.000000 Penalty: 5733.622559
	Iteration 32Q: 3 clusters Score -1.398191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13981921.000000 Penalty: 5733.622559
	Iteration 33Q: 3 clusters Score -1.398192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13981911.000000 Penalty: 5733.622559
	Iteration 34Q: 3 clusters Score -1.398191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13981932.000000 Penalty: 5733.622559
	Iteration 35Q: 3 clusters Score -1.398193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13981953.000000 Penalty: 5733.622559
	Iteration 36Q: 3 clusters Score -1.398195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13981945.000000 Penalty: 5733.622559
	Iteration 37Q: 3 clusters Score -1.398194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13981949.000000 Penalty: 5733.622559
	Iteration 38Q: 3 clusters Score -1.398195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13981966.000000 Penalty: 5733.622559
	Iteration 39Q: 3 clusters Score -1.398197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13981972.000000 Penalty: 5733.622559
	Iteration 40F: 3 clusters Score -1.398197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13981980.000000 Penalty: 5733.622559
	Iteration 41Q: 3 clusters Score -1.398198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13981979.000000 Penalty: 5733.622559
	Iteration 42Q: 3 clusters Score -1.398198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13981994.000000 Penalty: 5733.622559
	Iteration 43Q: 3 clusters Score -1.398199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13981989.000000 Penalty: 5733.622559
	Iteration 44Q: 3 clusters Score -1.398199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13981988.000000 Penalty: 5733.622559
	Iteration 45Q: 3 clusters Score -1.398199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13981990.000000 Penalty: 5733.622559
	Iteration 46Q: 3 clusters Score -1.398199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13981989.000000 Penalty: 5733.622559
	Iteration 47Q: 3 clusters Score -1.398199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13981984.000000 Penalty: 5733.622559
	Iteration 48Q: 3 clusters Score -1.398198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13981978.000000 Penalty: 5733.622559
	Iteration 49Q: 3 clusters Score -1.398198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13981969.000000 Penalty: 5733.622559
	Iteration 50Q: 3 clusters Score -1.398197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13981980.000000 Penalty: 5733.622559
	Iteration 51Q: 3 clusters Score -1.398198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13981977.000000 Penalty: 5733.622559
	Iteration 52Q: 3 clusters Score -1.398198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13981982.000000 Penalty: 5733.622559
	Iteration 53Q: 3 clusters Score -1.398198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13981981.000000 Penalty: 5733.622559
	Iteration 54Q: 3 clusters Score -1.398198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13981995.000000 Penalty: 5733.622559
	Iteration 55Q: 3 clusters Score -1.3982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13981984.000000 Penalty: 5733.622559
	Iteration 56Q: 3 clusters Score -1.398198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13981988.000000 Penalty: 5733.622559
	Iteration 57Q: 3 clusters Score -1.398199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13981990.000000 Penalty: 5733.622559
	Iteration 58Q: 3 clusters Score -1.398199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13981982.000000 Penalty: 5733.622559
	Iteration 59Q: 3 clusters Score -1.398198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13981988.000000 Penalty: 5733.622559
	Iteration 60F: 3 clusters Score -1.398199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13981993.000000 Penalty: 5733.622559
	Iteration 61Q: 3 clusters Score -1.398199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13981984.000000 Penalty: 5733.622559
	Iteration 62Q: 3 clusters Score -1.398198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13981988.000000 Penalty: 5733.622559
	Iteration 63Q: 3 clusters Score -1.398199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13981992.000000 Penalty: 5733.622559
	Iteration 64Q: 3 clusters Score -1.398199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13981994.000000 Penalty: 5733.622559
	Iteration 65Q: 3 clusters Score -1.398199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13981995.000000 Penalty: 5733.622559
	Iteration 66Q: 3 clusters Score -1.3982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13981989.000000 Penalty: 5733.622559
	Iteration 67Q: 3 clusters Score -1.398199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13981991.000000 Penalty: 5733.622559
	Iteration 68Q: 3 clusters Score -1.398199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13981991.000000 Penalty: 5733.622559
	Iteration 69F: 3 clusters Score -1.398199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -580410.312500 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -580410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -576091.125000 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -576091.1 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -577251.562500 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -577251.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -577564.500000 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -577564.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -577829.125000 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -577829.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -578103.500000 Penalty: 4194.153809
	Iteration 4F: 3 clusters Score -578103.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -578386.062500 Penalty: 4194.153809
	Iteration 5F: 3 clusters Score -578386.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -578650.187500 Penalty: 4194.153809
	Iteration 6F: 3 clusters Score -578650.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -578848.875000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -578848.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -579020.875000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -579020.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -579177.000000 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -579177 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -579324.500000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -579324.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -579424.562500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -579424.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -579506.562500 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -579506.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -579558.625000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -579558.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -579587.875000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -579587.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -579606.125000 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -579606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -579620.000000 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -579620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -579626.812500 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -579626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -579628.500000 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -579628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -579632.562500 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -579632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -579638.062500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -579638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -579655.437500 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -579655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -579663.875000 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -579663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -579672.625000 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -579672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -579677.250000 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -579677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -579682.000000 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -579682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -579687.125000 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -579687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -579689.000000 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -579689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -579689.500000 Penalty: 4194.153809
	Iteration 28Q: 3 clusters Score -579689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -579691.500000 Penalty: 4194.153809
	Iteration 29Q: 3 clusters Score -579691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -579691.500000 Penalty: 4194.153809
	Iteration 30F: 3 clusters Score -579691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1032857.812500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1032858 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 3996 members 
Entering Unmasked Estep 
Score: -1026533.187500 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1026533 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1028341.000000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1028341 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1028711.687500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1028712 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1029021.625000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1029022 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1029354.250000 Penalty: 4447.186035
	Iteration 4F: 3 clusters Score -1029354 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1029733.000000 Penalty: 4447.186035
	Iteration 5F: 3 clusters Score -1029733 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1030094.437500 Penalty: 4447.186035
	Iteration 6F: 3 clusters Score -1030094 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1030394.875000 Penalty: 4447.186035
	Iteration 7F: 3 clusters Score -1030395 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1030591.937500 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1030592 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1030706.375000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1030706 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1030777.250000 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1030777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1030816.562500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1030817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1030840.812500 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1030841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1030861.250000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1030861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1030876.312500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1030876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1030887.875000 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1030888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1030893.812500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1030894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1030897.125000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1030897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1030901.687500 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1030902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1030905.062500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1030905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1030910.000000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1030910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1030916.750000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1030917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1030920.187500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1030920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1030926.062500 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1030926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1030926.312500 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1030926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1030931.312500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1030931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1030933.687500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1030934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1030936.125000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1030936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1030939.687500 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1030940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1030938.562500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1030939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1030942.812500 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1030943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1030943.000000 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1030943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1030948.687500 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1030949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1030952.437500 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1030952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1030955.187500 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1030955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1030955.875000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1030956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1030956.187500 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1030956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1030959.562500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1030960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1030958.625000 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -1030959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1030960.062500 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -1030960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1030961.625000 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -1030962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1030963.875000 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -1030964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1030964.375000 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -1030964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1030964.375000 Penalty: 4447.186035
	Iteration 43F: 3 clusters Score -1030964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Entering Unmasked Estep 
Score: -2684675.000000 Penalty: 2478.005127
	Iteration 0F: 2 clusters Score -2684675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2669412.750000 Penalty: 4956.010254
	Iteration 0F: 3 clusters Score -2669413 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2674793.000000 Penalty: 4956.010254
	Iteration 1F: 3 clusters Score -2674793 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2675378.500000 Penalty: 4956.010254
	Iteration 2F: 3 clusters Score -2675378 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2676035.500000 Penalty: 4956.010254
	Iteration 3F: 3 clusters Score -2676036 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2676726.250000 Penalty: 4956.010254
	Iteration 4F: 3 clusters Score -2676726 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2677480.250000 Penalty: 4956.010254
	Iteration 5F: 3 clusters Score -2677480 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2678194.000000 Penalty: 4956.010254
	Iteration 6F: 3 clusters Score -2678194 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2678882.250000 Penalty: 4956.010254
	Iteration 7F: 3 clusters Score -2678882 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2679537.000000 Penalty: 4956.010254
	Iteration 8Q: 3 clusters Score -2679537 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2680157.500000 Penalty: 4956.010254
	Iteration 9Q: 3 clusters Score -2680158 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2680648.500000 Penalty: 4956.010254
	Iteration 10Q: 3 clusters Score -2680648 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2681055.500000 Penalty: 4956.010254
	Iteration 11Q: 3 clusters Score -2681056 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2681398.500000 Penalty: 4956.010254
	Iteration 12Q: 3 clusters Score -2681398 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2681635.250000 Penalty: 4956.010254
	Iteration 13Q: 3 clusters Score -2681635 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2681849.500000 Penalty: 4956.010254
	Iteration 14Q: 3 clusters Score -2681850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2681995.250000 Penalty: 4956.010254
	Iteration 15Q: 3 clusters Score -2681995 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2682098.000000 Penalty: 4956.010254
	Iteration 16Q: 3 clusters Score -2682098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2682182.000000 Penalty: 4956.010254
	Iteration 17Q: 3 clusters Score -2682182 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2682274.250000 Penalty: 4956.010254
	Iteration 18Q: 3 clusters Score -2682274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2682337.000000 Penalty: 4956.010254
	Iteration 19Q: 3 clusters Score -2682337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2682375.000000 Penalty: 4956.010254
	Iteration 20F: 3 clusters Score -2682375 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2682419.500000 Penalty: 4956.010254
	Iteration 21Q: 3 clusters Score -2682420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2682470.250000 Penalty: 4956.010254
	Iteration 22Q: 3 clusters Score -2682470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2682524.500000 Penalty: 4956.010254
	Iteration 23Q: 3 clusters Score -2682524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2682561.750000 Penalty: 4956.010254
	Iteration 24Q: 3 clusters Score -2682562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2682602.500000 Penalty: 4956.010254
	Iteration 25Q: 3 clusters Score -2682602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2682616.500000 Penalty: 4956.010254
	Iteration 26Q: 3 clusters Score -2682616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2682639.250000 Penalty: 4956.010254
	Iteration 27Q: 3 clusters Score -2682639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2682661.000000 Penalty: 4956.010254
	Iteration 28Q: 3 clusters Score -2682661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2682676.000000 Penalty: 4956.010254
	Iteration 29Q: 3 clusters Score -2682676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2682687.750000 Penalty: 4956.010254
	Iteration 30Q: 3 clusters Score -2682688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2682705.500000 Penalty: 4956.010254
	Iteration 31Q: 3 clusters Score -2682706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2682710.500000 Penalty: 4956.010254
	Iteration 32Q: 3 clusters Score -2682710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2682723.750000 Penalty: 4956.010254
	Iteration 33Q: 3 clusters Score -2682724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2682741.000000 Penalty: 4956.010254
	Iteration 34Q: 3 clusters Score -2682741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2682749.000000 Penalty: 4956.010254
	Iteration 35Q: 3 clusters Score -2682749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2682760.000000 Penalty: 4956.010254
	Iteration 36Q: 3 clusters Score -2682760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2682763.250000 Penalty: 4956.010254
	Iteration 37Q: 3 clusters Score -2682763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2682771.000000 Penalty: 4956.010254
	Iteration 38Q: 3 clusters Score -2682771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2682778.750000 Penalty: 4956.010254
	Iteration 39Q: 3 clusters Score -2682779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2682784.250000 Penalty: 4956.010254
	Iteration 40F: 3 clusters Score -2682784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2682808.000000 Penalty: 4956.010254
	Iteration 41Q: 3 clusters Score -2682808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2682819.000000 Penalty: 4956.010254
	Iteration 42Q: 3 clusters Score -2682819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2682831.000000 Penalty: 4956.010254
	Iteration 43Q: 3 clusters Score -2682831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2682849.000000 Penalty: 4956.010254
	Iteration 44Q: 3 clusters Score -2682849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2682870.000000 Penalty: 4956.010254
	Iteration 45Q: 3 clusters Score -2682870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2682870.500000 Penalty: 4956.010254
	Iteration 46Q: 3 clusters Score -2682870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2682885.750000 Penalty: 4956.010254
	Iteration 47Q: 3 clusters Score -2682886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2682886.750000 Penalty: 4956.010254
	Iteration 48Q: 3 clusters Score -2682887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2682893.500000 Penalty: 4956.010254
	Iteration 49Q: 3 clusters Score -2682894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2682901.500000 Penalty: 4956.010254
	Iteration 50Q: 3 clusters Score -2682902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2682917.500000 Penalty: 4956.010254
	Iteration 51Q: 3 clusters Score -2682918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2682918.250000 Penalty: 4956.010254
	Iteration 52Q: 3 clusters Score -2682918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2682930.500000 Penalty: 4956.010254
	Iteration 53Q: 3 clusters Score -2682930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2682936.750000 Penalty: 4956.010254
	Iteration 54Q: 3 clusters Score -2682937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2682938.750000 Penalty: 4956.010254
	Iteration 55Q: 3 clusters Score -2682939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2682944.750000 Penalty: 4956.010254
	Iteration 56Q: 3 clusters Score -2682945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2682949.000000 Penalty: 4956.010254
	Iteration 57Q: 3 clusters Score -2682949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2682949.750000 Penalty: 4956.010254
	Iteration 58Q: 3 clusters Score -2682950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2682955.750000 Penalty: 4956.010254
	Iteration 59Q: 3 clusters Score -2682956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2682962.750000 Penalty: 4956.010254
	Iteration 60F: 3 clusters Score -2682963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2682964.500000 Penalty: 4956.010254
	Iteration 61Q: 3 clusters Score -2682964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2682971.500000 Penalty: 4956.010254
	Iteration 62Q: 3 clusters Score -2682972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2682978.250000 Penalty: 4956.010254
	Iteration 63Q: 3 clusters Score -2682978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2682984.750000 Penalty: 4956.010254
	Iteration 64Q: 3 clusters Score -2682985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2682983.250000 Penalty: 4956.010254
	Iteration 65Q: 3 clusters Score -2682983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2682983.750000 Penalty: 4956.010254
	Iteration 66Q: 3 clusters Score -2682984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2682984.000000 Penalty: 4956.010254
	Iteration 67Q: 3 clusters Score -2682984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2682984.500000 Penalty: 4956.010254
	Iteration 68Q: 3 clusters Score -2682984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2682985.750000 Penalty: 4956.010254
	Iteration 69Q: 3 clusters Score -2682986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2682988.250000 Penalty: 4956.010254
	Iteration 70Q: 3 clusters Score -2682988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2682990.750000 Penalty: 4956.010254
	Iteration 71Q: 3 clusters Score -2682991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2682987.750000 Penalty: 4956.010254
	Iteration 72Q: 3 clusters Score -2682988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2682987.750000 Penalty: 4956.010254
	Iteration 73Q: 3 clusters Score -2682988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2682990.750000 Penalty: 4956.010254
	Iteration 74Q: 3 clusters Score -2682991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2682991.500000 Penalty: 4956.010254
	Iteration 75Q: 3 clusters Score -2682992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2682990.750000 Penalty: 4956.010254
	Iteration 76Q: 3 clusters Score -2682991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2682992.250000 Penalty: 4956.010254
	Iteration 77Q: 3 clusters Score -2682992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2682994.000000 Penalty: 4956.010254
	Iteration 78Q: 3 clusters Score -2682994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2682993.750000 Penalty: 4956.010254
	Iteration 79Q: 3 clusters Score -2682994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2682997.000000 Penalty: 4956.010254
	Iteration 80F: 3 clusters Score -2682997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2682998.000000 Penalty: 4956.010254
	Iteration 81Q: 3 clusters Score -2682998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2682999.500000 Penalty: 4956.010254
	Iteration 82Q: 3 clusters Score -2683000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2682998.750000 Penalty: 4956.010254
	Iteration 83Q: 3 clusters Score -2682999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2682998.750000 Penalty: 4956.010254
	Iteration 84F: 3 clusters Score -2682999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -663902.812500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -663902.8 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 2502 members 
Entering Unmasked Estep 
Score: -659354.625000 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -659354.6 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -660465.812500 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -660465.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -660709.812500 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -660709.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -660887.000000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -660887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -661029.187500 Penalty: 4233.181641
	Iteration 4Q: 3 clusters Score -661029.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -661157.062500 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -661157.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -661275.250000 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -661275.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -661394.625000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -661394.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -661471.812500 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -661471.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -661554.187500 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -661554.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -661637.687500 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -661637.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -661693.312500 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -661693.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -661744.375000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -661744.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -661788.062500 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -661788.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -661823.500000 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -661823.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -661849.312500 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -661849.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -661871.000000 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -661871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -661883.062500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -661883.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -661895.562500 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -661895.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -661908.000000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -661908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -661916.687500 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -661916.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -661932.437500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -661932.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -661940.937500 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -661940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -661945.250000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -661945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -661949.562500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -661949.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -661955.375000 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -661955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -661963.812500 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -661963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -661969.625000 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -661969.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -661976.750000 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -661976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -661987.062500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -661987.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -661995.562500 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -661995.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -662004.250000 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -662004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -662015.000000 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -662015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -662023.875000 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -662023.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -662032.000000 Penalty: 4233.181641
	Iteration 34Q: 3 clusters Score -662032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -662039.937500 Penalty: 4233.181641
	Iteration 35Q: 3 clusters Score -662039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -662044.000000 Penalty: 4233.181641
	Iteration 36Q: 3 clusters Score -662044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -662046.812500 Penalty: 4233.181641
	Iteration 37Q: 3 clusters Score -662046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -662050.812500 Penalty: 4233.181641
	Iteration 38Q: 3 clusters Score -662050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -662052.312500 Penalty: 4233.181641
	Iteration 39Q: 3 clusters Score -662052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -662057.187500 Penalty: 4233.181641
	Iteration 40F: 3 clusters Score -662057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -662060.562500 Penalty: 4233.181641
	Iteration 41Q: 3 clusters Score -662060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -662064.250000 Penalty: 4233.181641
	Iteration 42Q: 3 clusters Score -662064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -662069.187500 Penalty: 4233.181641
	Iteration 43Q: 3 clusters Score -662069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -662071.750000 Penalty: 4233.181641
	Iteration 44Q: 3 clusters Score -662071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -662077.625000 Penalty: 4233.181641
	Iteration 45Q: 3 clusters Score -662077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -662080.687500 Penalty: 4233.181641
	Iteration 46Q: 3 clusters Score -662080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -662084.187500 Penalty: 4233.181641
	Iteration 47Q: 3 clusters Score -662084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -662084.687500 Penalty: 4233.181641
	Iteration 48Q: 3 clusters Score -662084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -662089.187500 Penalty: 4233.181641
	Iteration 49Q: 3 clusters Score -662089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -662091.250000 Penalty: 4233.181641
	Iteration 50Q: 3 clusters Score -662091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -662090.062500 Penalty: 4233.181641
	Iteration 51Q: 3 clusters Score -662090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -662093.625000 Penalty: 4233.181641
	Iteration 52Q: 3 clusters Score -662093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -662095.625000 Penalty: 4233.181641
	Iteration 53Q: 3 clusters Score -662095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -662100.000000 Penalty: 4233.181641
	Iteration 54Q: 3 clusters Score -662100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -662103.562500 Penalty: 4233.181641
	Iteration 55Q: 3 clusters Score -662103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -662106.250000 Penalty: 4233.181641
	Iteration 56Q: 3 clusters Score -662106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -662110.625000 Penalty: 4233.181641
	Iteration 57Q: 3 clusters Score -662110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -662119.562500 Penalty: 4233.181641
	Iteration 58Q: 3 clusters Score -662119.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -662126.000000 Penalty: 4233.181641
	Iteration 59Q: 3 clusters Score -662126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -662132.687500 Penalty: 4233.181641
	Iteration 60F: 3 clusters Score -662132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -662134.625000 Penalty: 4233.181641
	Iteration 61Q: 3 clusters Score -662134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -662139.125000 Penalty: 4233.181641
	Iteration 62Q: 3 clusters Score -662139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -662142.187500 Penalty: 4233.181641
	Iteration 63Q: 3 clusters Score -662142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -662143.125000 Penalty: 4233.181641
	Iteration 64Q: 3 clusters Score -662143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -662144.187500 Penalty: 4233.181641
	Iteration 65Q: 3 clusters Score -662144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -662144.937500 Penalty: 4233.181641
	Iteration 66Q: 3 clusters Score -662144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -662144.937500 Penalty: 4233.181641
	Iteration 67F: 3 clusters Score -662144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -578756.812500 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -578756.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -574663.125000 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -574663.1 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -575790.062500 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -575790.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -576227.125000 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -576227.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -576631.562500 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -576631.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -577001.500000 Penalty: 4159.880859
	Iteration 4F: 3 clusters Score -577001.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -577297.125000 Penalty: 4159.880859
	Iteration 5F: 3 clusters Score -577297.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -577530.250000 Penalty: 4159.880859
	Iteration 6F: 3 clusters Score -577530.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -577732.937500 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -577732.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -577863.187500 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -577863.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -577942.437500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -577942.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -578002.000000 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -578002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -578045.312500 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -578045.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -578067.562500 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -578067.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -578079.937500 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -578079.9 nChanged 14
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: -578091.312500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -578091.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -578097.875000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -578097.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -578102.750000 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -578102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578105.187500 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -578105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -578107.875000 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -578107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -578109.000000 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -578109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -578110.562500 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -578110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1779818.500000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1769822.625000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1769823 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1772960.625000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1772961 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1773321.750000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1773322 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1773654.500000 Penalty: 4724.510742
	Iteration 3Q: 3 clusters Score -1773654 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1774035.375000 Penalty: 4724.510742
	Iteration 4Q: 3 clusters Score -1774035 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1774555.875000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1774556 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1775225.375000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1775225 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1775977.375000 Penalty: 4724.510742
	Iteration 7F: 3 clusters Score -1775977 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1776753.875000 Penalty: 4724.510742
	Iteration 8F: 3 clusters Score -1776754 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1777288.125000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1777288 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1777598.875000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1777599 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1777767.750000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1777768 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1777873.125000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1777873 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1777967.500000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1777968 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1778045.125000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1778045 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1778118.375000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1778118 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1778184.750000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1778185 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1778239.125000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1778239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1778288.625000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1778289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1778337.125000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1778337 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1778382.750000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1778383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1778422.000000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1778422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1778457.000000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1778457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1778488.625000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1778489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1778520.375000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1778520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1778541.250000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1778541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1778568.625000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1778569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1778598.875000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1778599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1778610.250000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1778610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1778625.500000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1778626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1778632.750000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1778633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1778635.250000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1778635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1778646.875000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1778647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1778658.750000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1778659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1778662.625000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1778663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1778667.625000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1778668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1778672.625000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1778673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1778674.750000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1778675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1778680.125000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1778680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1778684.750000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1778685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1778688.500000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1778688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1778690.375000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1778690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1778690.125000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1778690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1778694.875000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1778695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1778693.750000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1778694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1778694.375000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1778694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1778693.500000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1778694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1778694.875000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1778695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1778693.625000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1778694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1778693.875000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1778694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1778691.500000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1778692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1778691.500000 Penalty: 4724.510742
	Iteration 51F: 3 clusters Score -1778692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Entering Unmasked Estep 
Score: -5586920.500000 Penalty: 2635.542480
	Iteration 0F: 2 clusters Score -5586920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5559025.000000 Penalty: 5271.084961
	Iteration 0F: 3 clusters Score -5559025 nChanged 18954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5569296.500000 Penalty: 5271.084961
	Iteration 1F: 3 clusters Score -5569296 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5569762.000000 Penalty: 5271.084961
	Iteration 2Q: 3 clusters Score -5569762 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5570137.000000 Penalty: 5271.084961
	Iteration 3Q: 3 clusters Score -5570137 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5570495.000000 Penalty: 5271.084961
	Iteration 4Q: 3 clusters Score -5570495 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5570850.000000 Penalty: 5271.084961
	Iteration 5Q: 3 clusters Score -5570850 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5571284.000000 Penalty: 5271.084961
	Iteration 6Q: 3 clusters Score -5571284 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5571925.500000 Penalty: 5271.084961
	Iteration 7Q: 3 clusters Score -5571926 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5572871.500000 Penalty: 5271.084961
	Iteration 8Q: 3 clusters Score -5572872 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5574077.500000 Penalty: 5271.084961
	Iteration 9F: 3 clusters Score -5574078 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5575761.500000 Penalty: 5271.084961
	Iteration 10F: 3 clusters Score -5575762 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5577532.000000 Penalty: 5271.084961
	Iteration 11F: 3 clusters Score -5577532 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5579171.000000 Penalty: 5271.084961
	Iteration 12F: 3 clusters Score -5579171 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -5580505.000000 Penalty: 5271.084961
	Iteration 13Q: 3 clusters Score -5580505 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5581466.000000 Penalty: 5271.084961
	Iteration 14Q: 3 clusters Score -5581466 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5582153.000000 Penalty: 5271.084961
	Iteration 15Q: 3 clusters Score -5582153 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5582704.000000 Penalty: 5271.084961
	Iteration 16Q: 3 clusters Score -5582704 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5583136.000000 Penalty: 5271.084961
	Iteration 17Q: 3 clusters Score -5583136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5583454.000000 Penalty: 5271.084961
	Iteration 18Q: 3 clusters Score -5583454 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5583634.500000 Penalty: 5271.084961
	Iteration 19Q: 3 clusters Score -5583634 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5583770.000000 Penalty: 5271.084961
	Iteration 20F: 3 clusters Score -5583770 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5583897.000000 Penalty: 5271.084961
	Iteration 21Q: 3 clusters Score -5583897 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5583994.500000 Penalty: 5271.084961
	Iteration 22Q: 3 clusters Score -5583994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5584089.500000 Penalty: 5271.084961
	Iteration 23Q: 3 clusters Score -5584090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5584179.500000 Penalty: 5271.084961
	Iteration 24Q: 3 clusters Score -5584180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5584230.000000 Penalty: 5271.084961
	Iteration 25Q: 3 clusters Score -5584230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5584311.500000 Penalty: 5271.084961
	Iteration 26Q: 3 clusters Score -5584312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5584346.500000 Penalty: 5271.084961
	Iteration 27Q: 3 clusters Score -5584346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5584405.000000 Penalty: 5271.084961
	Iteration 28Q: 3 clusters Score -5584405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5584430.500000 Penalty: 5271.084961
	Iteration 29Q: 3 clusters Score -5584430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5584444.000000 Penalty: 5271.084961
	Iteration 30Q: 3 clusters Score -5584444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5584472.000000 Penalty: 5271.084961
	Iteration 31Q: 3 clusters Score -5584472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5584489.000000 Penalty: 5271.084961
	Iteration 32Q: 3 clusters Score -5584489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5584533.500000 Penalty: 5271.084961
	Iteration 33Q: 3 clusters Score -5584534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5584548.000000 Penalty: 5271.084961
	Iteration 34Q: 3 clusters Score -5584548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5584566.000000 Penalty: 5271.084961
	Iteration 35Q: 3 clusters Score -5584566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5584583.500000 Penalty: 5271.084961
	Iteration 36Q: 3 clusters Score -5584584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5584599.000000 Penalty: 5271.084961
	Iteration 37Q: 3 clusters Score -5584599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5584606.500000 Penalty: 5271.084961
	Iteration 38Q: 3 clusters Score -5584606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5584608.000000 Penalty: 5271.084961
	Iteration 39Q: 3 clusters Score -5584608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5584608.500000 Penalty: 5271.084961
	Iteration 40F: 3 clusters Score -5584608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5584610.500000 Penalty: 5271.084961
	Iteration 41Q: 3 clusters Score -5584610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5584608.500000 Penalty: 5271.084961
	Iteration 42Q: 3 clusters Score -5584608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5584608.500000 Penalty: 5271.084961
	Iteration 43Q: 3 clusters Score -5584608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5584617.000000 Penalty: 5271.084961
	Iteration 44Q: 3 clusters Score -5584617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5584625.500000 Penalty: 5271.084961
	Iteration 45Q: 3 clusters Score -5584626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5584624.500000 Penalty: 5271.084961
	Iteration 46Q: 3 clusters Score -5584624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5584626.500000 Penalty: 5271.084961
	Iteration 47Q: 3 clusters Score -5584626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5584628.000000 Penalty: 5271.084961
	Iteration 48Q: 3 clusters Score -5584628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5584633.000000 Penalty: 5271.084961
	Iteration 49Q: 3 clusters Score -5584633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5584636.000000 Penalty: 5271.084961
	Iteration 50Q: 3 clusters Score -5584636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5584624.000000 Penalty: 5271.084961
	Iteration 51Q: 3 clusters Score -5584624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5584628.500000 Penalty: 5271.084961
	Iteration 52Q: 3 clusters Score -5584628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5584632.000000 Penalty: 5271.084961
	Iteration 53Q: 3 clusters Score -5584632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5584639.000000 Penalty: 5271.084961
	Iteration 54Q: 3 clusters Score -5584639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5584635.000000 Penalty: 5271.084961
	Iteration 55Q: 3 clusters Score -5584635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5584634.500000 Penalty: 5271.084961
	Iteration 56Q: 3 clusters Score -5584634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5584633.500000 Penalty: 5271.084961
	Iteration 57Q: 3 clusters Score -5584634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5584636.500000 Penalty: 5271.084961
	Iteration 58Q: 3 clusters Score -5584636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5584643.000000 Penalty: 5271.084961
	Iteration 59Q: 3 clusters Score -5584643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5584643.000000 Penalty: 5271.084961
	Iteration 60F: 3 clusters Score -5584643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5584644.500000 Penalty: 5271.084961
	Iteration 61Q: 3 clusters Score -5584644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5584643.000000 Penalty: 5271.084961
	Iteration 62Q: 3 clusters Score -5584643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5584639.500000 Penalty: 5271.084961
	Iteration 63Q: 3 clusters Score -5584640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5584640.500000 Penalty: 5271.084961
	Iteration 64Q: 3 clusters Score -5584640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5584640.500000 Penalty: 5271.084961
	Iteration 65F: 3 clusters Score -5584640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Entering Unmasked Estep 
Score: -1202139.375000 Penalty: 2257.455811
	Iteration 0F: 2 clusters Score -1202139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1195041.750000 Penalty: 4514.911621
	Iteration 0F: 3 clusters Score -1195042 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1197035.500000 Penalty: 4514.911621
	Iteration 1F: 3 clusters Score -1197036 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1197320.875000 Penalty: 4514.911621
	Iteration 2F: 3 clusters Score -1197321 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1197499.875000 Penalty: 4514.911621
	Iteration 3Q: 3 clusters Score -1197500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1197626.500000 Penalty: 4514.911621
	Iteration 4Q: 3 clusters Score -1197626 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1197726.750000 Penalty: 4514.911621
	Iteration 5Q: 3 clusters Score -1197727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1197822.000000 Penalty: 4514.911621
	Iteration 6Q: 3 clusters Score -1197822 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1197919.500000 Penalty: 4514.911621
	Iteration 7Q: 3 clusters Score -1197920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1198001.500000 Penalty: 4514.911621
	Iteration 8Q: 3 clusters Score -1198002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1198074.375000 Penalty: 4514.911621
	Iteration 9Q: 3 clusters Score -1198074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1198151.375000 Penalty: 4514.911621
	Iteration 10Q: 3 clusters Score -1198151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1198227.500000 Penalty: 4514.911621
	Iteration 11Q: 3 clusters Score -1198228 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1198318.125000 Penalty: 4514.911621
	Iteration 12Q: 3 clusters Score -1198318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1198406.500000 Penalty: 4514.911621
	Iteration 13Q: 3 clusters Score -1198406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1198498.375000 Penalty: 4514.911621
	Iteration 14Q: 3 clusters Score -1198498 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1198613.500000 Penalty: 4514.911621
	Iteration 15Q: 3 clusters Score -1198614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1198741.250000 Penalty: 4514.911621
	Iteration 16Q: 3 clusters Score -1198741 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1198877.875000 Penalty: 4514.911621
	Iteration 17Q: 3 clusters Score -1198878 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1199004.875000 Penalty: 4514.911621
	Iteration 18Q: 3 clusters Score -1199005 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1199116.750000 Penalty: 4514.911621
	Iteration 19Q: 3 clusters Score -1199117 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1199203.000000 Penalty: 4514.911621
	Iteration 20F: 3 clusters Score -1199203 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1199276.250000 Penalty: 4514.911621
	Iteration 21Q: 3 clusters Score -1199276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1199330.250000 Penalty: 4514.911621
	Iteration 22Q: 3 clusters Score -1199330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1199364.625000 Penalty: 4514.911621
	Iteration 23Q: 3 clusters Score -1199365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1199390.000000 Penalty: 4514.911621
	Iteration 24Q: 3 clusters Score -1199390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1199402.750000 Penalty: 4514.911621
	Iteration 25Q: 3 clusters Score -1199403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1199410.750000 Penalty: 4514.911621
	Iteration 26Q: 3 clusters Score -1199411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1199424.000000 Penalty: 4514.911621
	Iteration 27Q: 3 clusters Score -1199424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1199432.250000 Penalty: 4514.911621
	Iteration 28Q: 3 clusters Score -1199432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1199438.750000 Penalty: 4514.911621
	Iteration 29Q: 3 clusters Score -1199439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1199449.125000 Penalty: 4514.911621
	Iteration 30Q: 3 clusters Score -1199449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1199458.125000 Penalty: 4514.911621
	Iteration 31Q: 3 clusters Score -1199458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1199462.375000 Penalty: 4514.911621
	Iteration 32Q: 3 clusters Score -1199462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1199469.375000 Penalty: 4514.911621
	Iteration 33Q: 3 clusters Score -1199469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1199475.625000 Penalty: 4514.911621
	Iteration 34Q: 3 clusters Score -1199476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1199480.625000 Penalty: 4514.911621
	Iteration 35Q: 3 clusters Score -1199481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1199483.750000 Penalty: 4514.911621
	Iteration 36Q: 3 clusters Score -1199484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1199484.750000 Penalty: 4514.911621
	Iteration 37Q: 3 clusters Score -1199485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1199485.000000 Penalty: 4514.911621
	Iteration 38Q: 3 clusters Score -1199485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1199483.625000 Penalty: 4514.911621
	Iteration 39Q: 3 clusters Score -1199484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1199482.625000 Penalty: 4514.911621
	Iteration 40F: 3 clusters Score -1199483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1199484.250000 Penalty: 4514.911621
	Iteration 41Q: 3 clusters Score -1199484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1199487.875000 Penalty: 4514.911621
	Iteration 42Q: 3 clusters Score -1199488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1199490.000000 Penalty: 4514.911621
	Iteration 43Q: 3 clusters Score -1199490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1199490.750000 Penalty: 4514.911621
	Iteration 44Q: 3 clusters Score -1199491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1199491.500000 Penalty: 4514.911621
	Iteration 45Q: 3 clusters Score -1199492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1199491.250000 Penalty: 4514.911621
	Iteration 46Q: 3 clusters Score -1199491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1199492.500000 Penalty: 4514.911621
	Iteration 47Q: 3 clusters Score -1199492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1199492.250000 Penalty: 4514.911621
	Iteration 48Q: 3 clusters Score -1199492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1199492.250000 Penalty: 4514.911621
	Iteration 49F: 3 clusters Score -1199492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Entering Unmasked Estep 
Score: -14906262.000000 Penalty: 2899.682373
	Iteration 0F: 2 clusters Score -1.490626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -14826377.000000 Penalty: 5799.364746
	Iteration 0F: 3 clusters Score -1.482638e+07 nChanged 56653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -14858774.000000 Penalty: 5799.364746
	Iteration 1F: 3 clusters Score -1.485877e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -14860214.000000 Penalty: 5799.364746
	Iteration 2Q: 3 clusters Score -1.486021e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -14862090.000000 Penalty: 5799.364746
	Iteration 3Q: 3 clusters Score -1.486209e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -14864328.000000 Penalty: 5799.364746
	Iteration 4Q: 3 clusters Score -1.486433e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -14866940.000000 Penalty: 5799.364746
	Iteration 5Q: 3 clusters Score -1.486694e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -14869854.000000 Penalty: 5799.364746
	Iteration 6F: 3 clusters Score -1.486985e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -14873276.000000 Penalty: 5799.364746
	Iteration 7F: 3 clusters Score -1.487328e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -14877180.000000 Penalty: 5799.364746
	Iteration 8F: 3 clusters Score -1.487718e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -14881802.000000 Penalty: 5799.364746
	Iteration 9F: 3 clusters Score -1.48818e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -14886734.000000 Penalty: 5799.364746
	Iteration 10F: 3 clusters Score -1.488673e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -14890741.000000 Penalty: 5799.364746
	Iteration 11Q: 3 clusters Score -1.489074e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -14893635.000000 Penalty: 5799.364746
	Iteration 12Q: 3 clusters Score -1.489364e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -14895632.000000 Penalty: 5799.364746
	Iteration 13Q: 3 clusters Score -1.489563e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -14897185.000000 Penalty: 5799.364746
	Iteration 14Q: 3 clusters Score -1.489718e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -14898232.000000 Penalty: 5799.364746
	Iteration 15Q: 3 clusters Score -1.489823e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -14899203.000000 Penalty: 5799.364746
	Iteration 16Q: 3 clusters Score -1.48992e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 110254 members 
Entering Unmasked Estep 
Score: -14900045.000000 Penalty: 5799.364746
	Iteration 17Q: 3 clusters Score -1.490004e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 111648 members 
Entering Unmasked Estep 
Score: -14900706.000000 Penalty: 5799.364746
	Iteration 18Q: 3 clusters Score -1.490071e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -14901241.000000 Penalty: 5799.364746
	Iteration 19Q: 3 clusters Score -1.490124e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -14901690.000000 Penalty: 5799.364746
	Iteration 20F: 3 clusters Score -1.490169e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -14902111.000000 Penalty: 5799.364746
	Iteration 21Q: 3 clusters Score -1.490211e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -14902472.000000 Penalty: 5799.364746
	Iteration 22Q: 3 clusters Score -1.490247e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -14902820.000000 Penalty: 5799.364746
	Iteration 23Q: 3 clusters Score -1.490282e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -14903069.000000 Penalty: 5799.364746
	Iteration 24Q: 3 clusters Score -1.490307e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 117127 members 
Entering Unmasked Estep 
Score: -14903290.000000 Penalty: 5799.364746
	Iteration 25Q: 3 clusters Score -1.490329e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -14903491.000000 Penalty: 5799.364746
	Iteration 26Q: 3 clusters Score -1.490349e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -14903648.000000 Penalty: 5799.364746
	Iteration 27Q: 3 clusters Score -1.490365e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -14903739.000000 Penalty: 5799.364746
	Iteration 28Q: 3 clusters Score -1.490374e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -14903788.000000 Penalty: 5799.364746
	Iteration 29Q: 3 clusters Score -1.490379e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -14903868.000000 Penalty: 5799.364746
	Iteration 30Q: 3 clusters Score -1.490387e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
Score: -14903923.000000 Penalty: 5799.364746
	Iteration 31Q: 3 clusters Score -1.490392e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -14903983.000000 Penalty: 5799.364746
	Iteration 32Q: 3 clusters Score -1.490398e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -14904065.000000 Penalty: 5799.364746
	Iteration 33Q: 3 clusters Score -1.490406e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -14904103.000000 Penalty: 5799.364746
	Iteration 34Q: 3 clusters Score -1.49041e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -14904135.000000 Penalty: 5799.364746
	Iteration 35Q: 3 clusters Score -1.490414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -14904142.000000 Penalty: 5799.364746
	Iteration 36Q: 3 clusters Score -1.490414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -14904176.000000 Penalty: 5799.364746
	Iteration 37Q: 3 clusters Score -1.490418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -14904182.000000 Penalty: 5799.364746
	Iteration 38Q: 3 clusters Score -1.490418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
Score: -14904207.000000 Penalty: 5799.364746
	Iteration 39Q: 3 clusters Score -1.490421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -14904222.000000 Penalty: 5799.364746
	Iteration 40F: 3 clusters Score -1.490422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -14904261.000000 Penalty: 5799.364746
	Iteration 41Q: 3 clusters Score -1.490426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 118639 members 
Entering Unmasked Estep 
Score: -14904271.000000 Penalty: 5799.364746
	Iteration 42Q: 3 clusters Score -1.490427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -14904302.000000 Penalty: 5799.364746
	Iteration 43Q: 3 clusters Score -1.49043e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -14904352.000000 Penalty: 5799.364746
	Iteration 44Q: 3 clusters Score -1.490435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -14904396.000000 Penalty: 5799.364746
	Iteration 45Q: 3 clusters Score -1.49044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -14904473.000000 Penalty: 5799.364746
	Iteration 46Q: 3 clusters Score -1.490447e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -14904517.000000 Penalty: 5799.364746
	Iteration 47Q: 3 clusters Score -1.490452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -14904561.000000 Penalty: 5799.364746
	Iteration 48Q: 3 clusters Score -1.490456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -14904593.000000 Penalty: 5799.364746
	Iteration 49Q: 3 clusters Score -1.490459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -14904610.000000 Penalty: 5799.364746
	Iteration 50Q: 3 clusters Score -1.490461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 118635 members 
Entering Unmasked Estep 
Score: -14904615.000000 Penalty: 5799.364746
	Iteration 51Q: 3 clusters Score -1.490462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -14904646.000000 Penalty: 5799.364746
	Iteration 52Q: 3 clusters Score -1.490465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 118626 members 
Entering Unmasked Estep 
Score: -14904649.000000 Penalty: 5799.364746
	Iteration 53Q: 3 clusters Score -1.490465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -14904672.000000 Penalty: 5799.364746
	Iteration 54Q: 3 clusters Score -1.490467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -14904669.000000 Penalty: 5799.364746
	Iteration 55Q: 3 clusters Score -1.490467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -14904666.000000 Penalty: 5799.364746
	Iteration 56Q: 3 clusters Score -1.490467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 118615 members 
Entering Unmasked Estep 
Score: -14904677.000000 Penalty: 5799.364746
	Iteration 57Q: 3 clusters Score -1.490468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -14904691.000000 Penalty: 5799.364746
	Iteration 58Q: 3 clusters Score -1.490469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -14904667.000000 Penalty: 5799.364746
	Iteration 59Q: 3 clusters Score -1.490467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -14904668.000000 Penalty: 5799.364746
	Iteration 60F: 3 clusters Score -1.490467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -14904671.000000 Penalty: 5799.364746
	Iteration 61Q: 3 clusters Score -1.490467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -14904671.000000 Penalty: 5799.364746
	Iteration 62Q: 3 clusters Score -1.490467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 118608 members 
Entering Unmasked Estep 
Score: -14904668.000000 Penalty: 5799.364746
	Iteration 63Q: 3 clusters Score -1.490467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -14904676.000000 Penalty: 5799.364746
	Iteration 64Q: 3 clusters Score -1.490468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -14904673.000000 Penalty: 5799.364746
	Iteration 65Q: 3 clusters Score -1.490467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -14904671.000000 Penalty: 5799.364746
	Iteration 66Q: 3 clusters Score -1.490467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -14904677.000000 Penalty: 5799.364746
	Iteration 67Q: 3 clusters Score -1.490468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -14904677.000000 Penalty: 5799.364746
	Iteration 68F: 3 clusters Score -1.490468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Entering Unmasked Estep 
Score: -10248700.000000 Penalty: 2788.521484
	Iteration 0F: 2 clusters Score -1.02487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -10197714.000000 Penalty: 5577.042969
	Iteration 0F: 3 clusters Score -1.019771e+07 nChanged 35787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -10218064.000000 Penalty: 5577.042969
	Iteration 1F: 3 clusters Score -1.021806e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -10218829.000000 Penalty: 5577.042969
	Iteration 2Q: 3 clusters Score -1.021883e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -10219842.000000 Penalty: 5577.042969
	Iteration 3Q: 3 clusters Score -1.021984e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -10221539.000000 Penalty: 5577.042969
	Iteration 4Q: 3 clusters Score -1.022154e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -10224436.000000 Penalty: 5577.042969
	Iteration 5F: 3 clusters Score -1.022444e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -10229128.000000 Penalty: 5577.042969
	Iteration 6F: 3 clusters Score -1.022913e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -10235512.000000 Penalty: 5577.042969
	Iteration 7F: 3 clusters Score -1.023551e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -10241334.000000 Penalty: 5577.042969
	Iteration 8F: 3 clusters Score -1.024133e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10244573.000000 Penalty: 5577.042969
	Iteration 9Q: 3 clusters Score -1.024457e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10245808.000000 Penalty: 5577.042969
	Iteration 10Q: 3 clusters Score -1.024581e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10246328.000000 Penalty: 5577.042969
	Iteration 11Q: 3 clusters Score -1.024633e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10246589.000000 Penalty: 5577.042969
	Iteration 12Q: 3 clusters Score -1.024659e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10246712.000000 Penalty: 5577.042969
	Iteration 13Q: 3 clusters Score -1.024671e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10246769.000000 Penalty: 5577.042969
	Iteration 14Q: 3 clusters Score -1.024677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10246819.000000 Penalty: 5577.042969
	Iteration 15Q: 3 clusters Score -1.024682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10246829.000000 Penalty: 5577.042969
	Iteration 16Q: 3 clusters Score -1.024683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10246866.000000 Penalty: 5577.042969
	Iteration 17Q: 3 clusters Score -1.024687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10246867.000000 Penalty: 5577.042969
	Iteration 18Q: 3 clusters Score -1.024687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10246867.000000 Penalty: 5577.042969
	Iteration 19Q: 3 clusters Score -1.024687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10246871.000000 Penalty: 5577.042969
	Iteration 20F: 3 clusters Score -1.024687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10246882.000000 Penalty: 5577.042969
	Iteration 21Q: 3 clusters Score -1.024688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10246884.000000 Penalty: 5577.042969
	Iteration 22Q: 3 clusters Score -1.024688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10246892.000000 Penalty: 5577.042969
	Iteration 23Q: 3 clusters Score -1.024689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10246886.000000 Penalty: 5577.042969
	Iteration 24Q: 3 clusters Score -1.024689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10246884.000000 Penalty: 5577.042969
	Iteration 25Q: 3 clusters Score -1.024688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10246887.000000 Penalty: 5577.042969
	Iteration 26Q: 3 clusters Score -1.024689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10246898.000000 Penalty: 5577.042969
	Iteration 27Q: 3 clusters Score -1.02469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10246907.000000 Penalty: 5577.042969
	Iteration 28Q: 3 clusters Score -1.024691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10246915.000000 Penalty: 5577.042969
	Iteration 29Q: 3 clusters Score -1.024692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10246917.000000 Penalty: 5577.042969
	Iteration 30Q: 3 clusters Score -1.024692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10246929.000000 Penalty: 5577.042969
	Iteration 31Q: 3 clusters Score -1.024693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10246924.000000 Penalty: 5577.042969
	Iteration 32Q: 3 clusters Score -1.024692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10246920.000000 Penalty: 5577.042969
	Iteration 33Q: 3 clusters Score -1.024692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10246920.000000 Penalty: 5577.042969
	Iteration 34F: 3 clusters Score -1.024692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10246925.000000 Penalty: 5577.042969
	Iteration 35Q: 3 clusters Score -1.024692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10246925.000000 Penalty: 5577.042969
	Iteration 36Q: 3 clusters Score -1.024692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10246925.000000 Penalty: 5577.042969
	Iteration 37Q: 3 clusters Score -1.024692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10246928.000000 Penalty: 5577.042969
	Iteration 38Q: 3 clusters Score -1.024693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10246928.000000 Penalty: 5577.042969
	Iteration 39F: 3 clusters Score -1.024693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Entering Unmasked Estep 
Score: -2327999.250000 Penalty: 2419.093018
	Iteration 0F: 2 clusters Score -2327999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2315693.500000 Penalty: 4838.186035
	Iteration 0F: 3 clusters Score -2315694 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2319683.000000 Penalty: 4838.186035
	Iteration 1F: 3 clusters Score -2319683 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2320047.500000 Penalty: 4838.186035
	Iteration 2F: 3 clusters Score -2320048 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2320357.000000 Penalty: 4838.186035
	Iteration 3Q: 3 clusters Score -2320357 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2320647.500000 Penalty: 4838.186035
	Iteration 4Q: 3 clusters Score -2320648 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2320971.500000 Penalty: 4838.186035
	Iteration 5Q: 3 clusters Score -2320972 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2321388.000000 Penalty: 4838.186035
	Iteration 6Q: 3 clusters Score -2321388 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2321899.250000 Penalty: 4838.186035
	Iteration 7Q: 3 clusters Score -2321899 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2322649.750000 Penalty: 4838.186035
	Iteration 8F: 3 clusters Score -2322650 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2323587.000000 Penalty: 4838.186035
	Iteration 9F: 3 clusters Score -2323587 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2324538.250000 Penalty: 4838.186035
	Iteration 10F: 3 clusters Score -2324538 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2325331.750000 Penalty: 4838.186035
	Iteration 11Q: 3 clusters Score -2325332 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2325920.500000 Penalty: 4838.186035
	Iteration 12Q: 3 clusters Score -2325920 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2326284.250000 Penalty: 4838.186035
	Iteration 13Q: 3 clusters Score -2326284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2326470.000000 Penalty: 4838.186035
	Iteration 14Q: 3 clusters Score -2326470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2326563.500000 Penalty: 4838.186035
	Iteration 15Q: 3 clusters Score -2326564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2326609.250000 Penalty: 4838.186035
	Iteration 16Q: 3 clusters Score -2326609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2326631.500000 Penalty: 4838.186035
	Iteration 17Q: 3 clusters Score -2326632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2326643.000000 Penalty: 4838.186035
	Iteration 18Q: 3 clusters Score -2326643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2326645.750000 Penalty: 4838.186035
	Iteration 19Q: 3 clusters Score -2326646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2326654.000000 Penalty: 4838.186035
	Iteration 20F: 3 clusters Score -2326654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2326660.250000 Penalty: 4838.186035
	Iteration 21Q: 3 clusters Score -2326660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2326663.000000 Penalty: 4838.186035
	Iteration 22Q: 3 clusters Score -2326663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2326661.750000 Penalty: 4838.186035
	Iteration 23Q: 3 clusters Score -2326662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2326664.000000 Penalty: 4838.186035
	Iteration 24Q: 3 clusters Score -2326664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2326663.250000 Penalty: 4838.186035
	Iteration 25Q: 3 clusters Score -2326663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2326663.250000 Penalty: 4838.186035
	Iteration 26F: 3 clusters Score -2326663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -851253.062500 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -851253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -845684.312500 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -845684.3 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -847077.375000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -847077.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -847366.937500 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -847366.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -847616.937500 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -847616.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -847844.250000 Penalty: 4370.062012
	Iteration 4Q: 3 clusters Score -847844.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -848062.187500 Penalty: 4370.062012
	Iteration 5Q: 3 clusters Score -848062.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -848236.750000 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -848236.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -848388.937500 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -848388.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -848538.937500 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -848538.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -848719.000000 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -848719 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -848880.000000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -848880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -849050.875000 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -849050.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -849229.250000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -849229.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -849413.437500 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -849413.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -849565.687500 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -849565.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -849683.625000 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -849683.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -849778.875000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -849778.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -849864.937500 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -849864.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -849940.000000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -849940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -849993.437500 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -849993.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -850035.500000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -850035.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -850068.875000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -850068.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -850091.000000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -850091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -850110.375000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -850110.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -850129.562500 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -850129.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -850148.937500 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -850148.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -850166.875000 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -850166.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -850181.062500 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -850181.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -850192.812500 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -850192.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -850201.062500 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -850201.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -850207.750000 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -850207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -850210.187500 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -850210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -850210.562500 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -850210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -850216.187500 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -850216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -850220.187500 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -850220.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -850226.375000 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -850226.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -850229.750000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -850229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -850235.312500 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -850235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -850237.125000 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -850237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -850237.437500 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -850237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -850236.687500 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -850236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -850239.437500 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -850239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -850239.812500 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -850239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -850240.875000 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -850240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -850242.500000 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -850242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -850242.812500 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -850242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -850242.687500 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -850242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -850244.687500 Penalty: 4370.062012
	Iteration 47Q: 3 clusters Score -850244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -850245.312500 Penalty: 4370.062012
	Iteration 48Q: 3 clusters Score -850245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -850244.500000 Penalty: 4370.062012
	Iteration 49Q: 3 clusters Score -850244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -850244.500000 Penalty: 4370.062012
	Iteration 50F: 3 clusters Score -850244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -433764.750000 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -433764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -430240.281250 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -430240.3 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -430958.593750 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -430958.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -431164.656250 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -431164.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -431272.406250 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -431272.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -431349.531250 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -431349.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -431407.750000 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -431407.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -431448.031250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -431448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -431486.406250 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -431486.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -431521.468750 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -431521.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -431550.937500 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -431550.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -431581.968750 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -431582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431622.781250 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -431622.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -431657.750000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -431657.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -431697.031250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -431697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -431738.031250 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -431738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -431782.500000 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -431782.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -431833.468750 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -431833.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -431886.656250 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -431886.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -431932.937500 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -431932.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -431971.343750 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -431971.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -432005.156250 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -432005.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -432032.437500 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -432032.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -432067.531250 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -432067.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -432099.125000 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -432099.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -432127.093750 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -432127.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -432150.750000 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -432150.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -432164.125000 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -432164.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -432174.843750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -432174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -432186.500000 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -432186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -432200.375000 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -432200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -432211.093750 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -432211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -432223.062500 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -432223.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -432231.625000 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -432231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -432236.812500 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -432236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -432239.968750 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -432240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -432241.687500 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -432241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -432245.625000 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -432245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -432251.343750 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -432251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -432254.156250 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -432254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -432254.812500 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -432254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -432255.406250 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -432255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -432256.250000 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -432256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -432257.343750 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -432257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -432257.718750 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -432257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -432259.562500 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -432259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -432259.875000 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -432259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -432262.093750 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -432262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -432263.250000 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -432263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -432264.375000 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -432264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -432264.656250 Penalty: 4041.054932
	Iteration 49Q: 3 clusters Score -432264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -432264.656250 Penalty: 4041.054932
	Iteration 50F: 3 clusters Score -432264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Entering Unmasked Estep 
Score: -1837335.000000 Penalty: 2369.304199
	Iteration 0F: 2 clusters Score -1837335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1826961.750000 Penalty: 4738.608398
	Iteration 0F: 3 clusters Score -1826962 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1830524.250000 Penalty: 4738.608398
	Iteration 1F: 3 clusters Score -1830524 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1831392.000000 Penalty: 4738.608398
	Iteration 2F: 3 clusters Score -1831392 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1832396.250000 Penalty: 4738.608398
	Iteration 3F: 3 clusters Score -1832396 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1833453.125000 Penalty: 4738.608398
	Iteration 4F: 3 clusters Score -1833453 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1834346.375000 Penalty: 4738.608398
	Iteration 5F: 3 clusters Score -1834346 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1834933.875000 Penalty: 4738.608398
	Iteration 6F: 3 clusters Score -1834934 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1835330.625000 Penalty: 4738.608398
	Iteration 7Q: 3 clusters Score -1835331 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1835594.250000 Penalty: 4738.608398
	Iteration 8Q: 3 clusters Score -1835594 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1835759.750000 Penalty: 4738.608398
	Iteration 9Q: 3 clusters Score -1835760 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1835896.750000 Penalty: 4738.608398
	Iteration 10Q: 3 clusters Score -1835897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1835999.625000 Penalty: 4738.608398
	Iteration 11Q: 3 clusters Score -1836000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1836081.750000 Penalty: 4738.608398
	Iteration 12Q: 3 clusters Score -1836082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1836139.750000 Penalty: 4738.608398
	Iteration 13Q: 3 clusters Score -1836140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1836180.125000 Penalty: 4738.608398
	Iteration 14Q: 3 clusters Score -1836180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1836203.750000 Penalty: 4738.608398
	Iteration 15Q: 3 clusters Score -1836204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1836217.375000 Penalty: 4738.608398
	Iteration 16Q: 3 clusters Score -1836217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1836229.000000 Penalty: 4738.608398
	Iteration 17Q: 3 clusters Score -1836229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1836242.750000 Penalty: 4738.608398
	Iteration 18Q: 3 clusters Score -1836243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1836241.750000 Penalty: 4738.608398
	Iteration 19Q: 3 clusters Score -1836242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1836249.500000 Penalty: 4738.608398
	Iteration 20F: 3 clusters Score -1836250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1836257.500000 Penalty: 4738.608398
	Iteration 21Q: 3 clusters Score -1836258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1836267.000000 Penalty: 4738.608398
	Iteration 22Q: 3 clusters Score -1836267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1836275.000000 Penalty: 4738.608398
	Iteration 23Q: 3 clusters Score -1836275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1836285.125000 Penalty: 4738.608398
	Iteration 24Q: 3 clusters Score -1836285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1836298.875000 Penalty: 4738.608398
	Iteration 25Q: 3 clusters Score -1836299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1836307.500000 Penalty: 4738.608398
	Iteration 26Q: 3 clusters Score -1836308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1836335.500000 Penalty: 4738.608398
	Iteration 27Q: 3 clusters Score -1836336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1836382.500000 Penalty: 4738.608398
	Iteration 28Q: 3 clusters Score -1836382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1836493.125000 Penalty: 4738.608398
	Iteration 29Q: 3 clusters Score -1836493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1836573.500000 Penalty: 4738.608398
	Iteration 30Q: 3 clusters Score -1836574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1836617.375000 Penalty: 4738.608398
	Iteration 31Q: 3 clusters Score -1836617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1836640.250000 Penalty: 4738.608398
	Iteration 32Q: 3 clusters Score -1836640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1836644.875000 Penalty: 4738.608398
	Iteration 33Q: 3 clusters Score -1836645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1836650.750000 Penalty: 4738.608398
	Iteration 34Q: 3 clusters Score -1836651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1836657.750000 Penalty: 4738.608398
	Iteration 35Q: 3 clusters Score -1836658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1836656.500000 Penalty: 4738.608398
	Iteration 36Q: 3 clusters Score -1836656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1836658.125000 Penalty: 4738.608398
	Iteration 37Q: 3 clusters Score -1836658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1836658.125000 Penalty: 4738.608398
	Iteration 38F: 3 clusters Score -1836658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28400 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226731 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79348 members 
Mstep: Class 16 contains 145746 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 120007 members 
Mstep: Class 20 contains 104791 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41241 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 119643 members 
Mstep: Class 30 contains 76423 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132016.000000 Penalty: 119358.375000
Iteration 319Q: 35 clusters Score -1.81132e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28399 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226753 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79349 members 
Mstep: Class 16 contains 145479 members 
Mstep: Class 17 contains 69284 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 120217 members 
Mstep: Class 20 contains 104806 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41239 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119655 members 
Mstep: Class 30 contains 76424 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 320F: 35 clusters Score -1.81132e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28399 members 
Mstep: Class 4 contains 18666 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226787 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 145215 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 120412 members 
Mstep: Class 20 contains 104818 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41238 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119677 members 
Mstep: Class 30 contains 76429 members 
Mstep: Class 31 contains 17231 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131792.000000 Penalty: 119358.375000
Iteration 321Q: 35 clusters Score -1.811318e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28398 members 
Mstep: Class 4 contains 18665 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226824 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21051 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 144975 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 120593 members 
Mstep: Class 20 contains 104823 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41240 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119692 members 
Mstep: Class 30 contains 76434 members 
Mstep: Class 31 contains 17230 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131776.000000 Penalty: 119358.375000
Iteration 322Q: 35 clusters Score -1.811318e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28398 members 
Mstep: Class 4 contains 18662 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 226864 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 144758 members 
Mstep: Class 17 contains 69276 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 120780 members 
Mstep: Class 20 contains 104820 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41240 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119685 members 
Mstep: Class 30 contains 76442 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131824.000000 Penalty: 119358.375000
Iteration 323Q: 35 clusters Score -1.811318e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18662 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127807 members 
Mstep: Class 7 contains 226899 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 144499 members 
Mstep: Class 17 contains 69267 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 121002 members 
Mstep: Class 20 contains 104827 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41242 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119679 members 
Mstep: Class 30 contains 76448 members 
Mstep: Class 31 contains 17227 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131824.000000 Penalty: 119358.375000
Iteration 324Q: 35 clusters Score -1.811318e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18663 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127806 members 
Mstep: Class 7 contains 226916 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67810 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 144194 members 
Mstep: Class 17 contains 69268 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 121251 members 
Mstep: Class 20 contains 104845 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119680 members 
Mstep: Class 30 contains 76461 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131984.000000 Penalty: 119358.375000
Iteration 325Q: 35 clusters Score -1.81132e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18664 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127806 members 
Mstep: Class 7 contains 226959 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67812 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 143904 members 
Mstep: Class 17 contains 69265 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 121481 members 
Mstep: Class 20 contains 104854 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41244 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119677 members 
Mstep: Class 30 contains 76466 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131952.000000 Penalty: 119358.375000
Iteration 326Q: 35 clusters Score -1.81132e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 18663 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227001 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21051 members 
Mstep: Class 13 contains 67814 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 143630 members 
Mstep: Class 17 contains 69265 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 121702 members 
Mstep: Class 20 contains 104866 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119668 members 
Mstep: Class 30 contains 76472 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132112.000000 Penalty: 119358.375000
Iteration 327Q: 35 clusters Score -1.811321e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 18660 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227047 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67815 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 143328 members 
Mstep: Class 17 contains 69263 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 121940 members 
Mstep: Class 20 contains 104875 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41245 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119672 members 
Mstep: Class 30 contains 76475 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132176.000000 Penalty: 119358.375000
Iteration 328Q: 35 clusters Score -1.811322e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18661 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227080 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 67818 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 143008 members 
Mstep: Class 17 contains 69261 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 122192 members 
Mstep: Class 20 contains 104900 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41245 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119674 members 
Mstep: Class 30 contains 76474 members 
Mstep: Class 31 contains 17228 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 329Q: 35 clusters Score -1.811321e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18659 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227136 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 142735 members 
Mstep: Class 17 contains 69262 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 122398 members 
Mstep: Class 20 contains 104927 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41244 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119651 members 
Mstep: Class 30 contains 76480 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 330Q: 35 clusters Score -1.81132e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18653 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227183 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 21048 members 
Mstep: Class 13 contains 67818 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 142438 members 
Mstep: Class 17 contains 69262 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 122618 members 
Mstep: Class 20 contains 104962 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21852 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41246 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119652 members 
Mstep: Class 30 contains 76483 members 
Mstep: Class 31 contains 17231 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 331Q: 35 clusters Score -1.811321e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227246 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79332 members 
Mstep: Class 16 contains 142151 members 
Mstep: Class 17 contains 69259 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 122820 members 
Mstep: Class 20 contains 104978 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21852 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41244 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119666 members 
Mstep: Class 30 contains 76483 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131936.000000 Penalty: 119358.375000
Iteration 332Q: 35 clusters Score -1.811319e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 18650 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227299 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79335 members 
Mstep: Class 16 contains 141890 members 
Mstep: Class 17 contains 69259 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 123019 members 
Mstep: Class 20 contains 105002 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41244 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119663 members 
Mstep: Class 30 contains 76471 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132096.000000 Penalty: 119358.375000
Iteration 333Q: 35 clusters Score -1.811321e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 18647 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227348 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 141614 members 
Mstep: Class 17 contains 69259 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 123226 members 
Mstep: Class 20 contains 105021 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41248 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119671 members 
Mstep: Class 30 contains 76465 members 
Mstep: Class 31 contains 17234 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 334Q: 35 clusters Score -1.811321e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18649 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227399 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 67825 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79335 members 
Mstep: Class 16 contains 141360 members 
Mstep: Class 17 contains 69263 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 123427 members 
Mstep: Class 20 contains 105024 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41248 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119668 members 
Mstep: Class 30 contains 76462 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131936.000000 Penalty: 119358.375000
Iteration 335Q: 35 clusters Score -1.811319e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227431 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21035 members 
Mstep: Class 13 contains 67829 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 141092 members 
Mstep: Class 17 contains 69265 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 123643 members 
Mstep: Class 20 contains 105038 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119667 members 
Mstep: Class 30 contains 76463 members 
Mstep: Class 31 contains 17238 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131888.000000 Penalty: 119358.375000
Iteration 336Q: 35 clusters Score -1.811319e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18640 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21031 members 
Mstep: Class 13 contains 67832 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 140810 members 
Mstep: Class 17 contains 69264 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 123891 members 
Mstep: Class 20 contains 105057 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41248 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119658 members 
Mstep: Class 30 contains 76463 members 
Mstep: Class 31 contains 17240 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131760.000000 Penalty: 119358.375000
Iteration 337Q: 35 clusters Score -1.811318e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18640 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227493 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21033 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 140503 members 
Mstep: Class 17 contains 69263 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 124150 members 
Mstep: Class 20 contains 105067 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21852 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4413 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119655 members 
Mstep: Class 30 contains 76464 members 
Mstep: Class 31 contains 17241 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131664.000000 Penalty: 119358.375000
Iteration 338Q: 35 clusters Score -1.811317e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227519 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 140212 members 
Mstep: Class 17 contains 69265 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 124407 members 
Mstep: Class 20 contains 105073 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21853 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41250 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119647 members 
Mstep: Class 30 contains 76467 members 
Mstep: Class 31 contains 17243 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131744.000000 Penalty: 119358.375000
Iteration 339Q: 35 clusters Score -1.811317e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 18632 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227569 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 139906 members 
Mstep: Class 17 contains 69265 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 124675 members 
Mstep: Class 20 contains 105077 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4413 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41250 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119639 members 
Mstep: Class 30 contains 76458 members 
Mstep: Class 31 contains 17244 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131680.000000 Penalty: 119358.375000
Iteration 340F: 35 clusters Score -1.811317e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28399 members 
Mstep: Class 4 contains 18623 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227602 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67839 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 139592 members 
Mstep: Class 17 contains 69267 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 124940 members 
Mstep: Class 20 contains 105083 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119646 members 
Mstep: Class 30 contains 76453 members 
Mstep: Class 31 contains 17250 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131584.000000 Penalty: 119358.375000
Iteration 341Q: 35 clusters Score -1.811316e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28401 members 
Mstep: Class 4 contains 18615 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227649 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67841 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 139278 members 
Mstep: Class 17 contains 69267 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 125181 members 
Mstep: Class 20 contains 105095 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41251 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119651 members 
Mstep: Class 30 contains 76463 members 
Mstep: Class 31 contains 17251 members 
Mstep: Class 32 contains 6706 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131856.000000 Penalty: 119358.375000
Iteration 342Q: 35 clusters Score -1.811319e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227698 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67844 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 138968 members 
Mstep: Class 17 contains 69269 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 125429 members 
Mstep: Class 20 contains 105100 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41252 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119652 members 
Mstep: Class 30 contains 76464 members 
Mstep: Class 31 contains 17257 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131904.000000 Penalty: 119358.375000
Iteration 343Q: 35 clusters Score -1.811319e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28401 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227746 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67847 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 138644 members 
Mstep: Class 17 contains 69273 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 125693 members 
Mstep: Class 20 contains 105094 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119645 members 
Mstep: Class 30 contains 76472 members 
Mstep: Class 31 contains 17264 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132080.000000 Penalty: 119358.375000
Iteration 344Q: 35 clusters Score -1.811321e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28404 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227777 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67849 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 138353 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 125927 members 
Mstep: Class 20 contains 105086 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119652 members 
Mstep: Class 30 contains 76480 members 
Mstep: Class 31 contains 17266 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132160.000000 Penalty: 119358.375000
Iteration 345Q: 35 clusters Score -1.811322e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227807 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67854 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 138054 members 
Mstep: Class 17 contains 69284 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 126160 members 
Mstep: Class 20 contains 105080 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41257 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119657 members 
Mstep: Class 30 contains 76504 members 
Mstep: Class 31 contains 17266 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132192.000000 Penalty: 119358.375000
Iteration 346Q: 35 clusters Score -1.811322e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28408 members 
Mstep: Class 4 contains 18605 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227832 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67854 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 137809 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 126375 members 
Mstep: Class 20 contains 105069 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 119657 members 
Mstep: Class 30 contains 76514 members 
Mstep: Class 31 contains 17266 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132016.000000 Penalty: 119358.375000
Iteration 347Q: 35 clusters Score -1.81132e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28410 members 
Mstep: Class 4 contains 18607 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227850 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67854 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 137608 members 
Mstep: Class 17 contains 69286 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 126559 members 
Mstep: Class 20 contains 105060 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 119652 members 
Mstep: Class 30 contains 76520 members 
Mstep: Class 31 contains 17267 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132000.000000 Penalty: 119358.375000
Iteration 348Q: 35 clusters Score -1.81132e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227857 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 137401 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 126745 members 
Mstep: Class 20 contains 105051 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41265 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 119655 members 
Mstep: Class 30 contains 76527 members 
Mstep: Class 31 contains 17270 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132016.000000 Penalty: 119358.375000
Iteration 349Q: 35 clusters Score -1.81132e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227860 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137199 members 
Mstep: Class 17 contains 69290 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 126948 members 
Mstep: Class 20 contains 105048 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41265 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 119653 members 
Mstep: Class 30 contains 76521 members 
Mstep: Class 31 contains 17270 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 350Q: 35 clusters Score -1.81132e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227869 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67858 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 137029 members 
Mstep: Class 17 contains 69290 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127120 members 
Mstep: Class 20 contains 105041 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41265 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 119657 members 
Mstep: Class 30 contains 76518 members 
Mstep: Class 31 contains 17270 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 351Q: 35 clusters Score -1.81132e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18611 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227880 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67860 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 136876 members 
Mstep: Class 17 contains 69293 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127267 members 
Mstep: Class 20 contains 105038 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41267 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119659 members 
Mstep: Class 30 contains 76510 members 
Mstep: Class 31 contains 17271 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 352Q: 35 clusters Score -1.81132e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18613 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227884 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136739 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127421 members 
Mstep: Class 20 contains 105025 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41267 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119661 members 
Mstep: Class 30 contains 76502 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132080.000000 Penalty: 119358.375000
Iteration 353Q: 35 clusters Score -1.811321e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18611 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227882 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136613 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127544 members 
Mstep: Class 20 contains 105014 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119673 members 
Mstep: Class 30 contains 76505 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 354Q: 35 clusters Score -1.81132e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227890 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67860 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 136467 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127668 members 
Mstep: Class 20 contains 105009 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119688 members 
Mstep: Class 30 contains 76505 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131888.000000 Penalty: 119358.375000
Iteration 355Q: 35 clusters Score -1.811319e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18605 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227893 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67860 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79335 members 
Mstep: Class 16 contains 136350 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127785 members 
Mstep: Class 20 contains 105006 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119693 members 
Mstep: Class 30 contains 76507 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131920.000000 Penalty: 119358.375000
Iteration 356Q: 35 clusters Score -1.811319e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227895 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67858 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 136239 members 
Mstep: Class 17 contains 69294 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 127912 members 
Mstep: Class 20 contains 104996 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119689 members 
Mstep: Class 30 contains 76509 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131936.000000 Penalty: 119358.375000
Iteration 357Q: 35 clusters Score -1.811319e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227894 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21048 members 
Mstep: Class 13 contains 67857 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 136151 members 
Mstep: Class 17 contains 69294 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 128036 members 
Mstep: Class 20 contains 104969 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119683 members 
Mstep: Class 30 contains 76510 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132112.000000 Penalty: 119358.375000
Iteration 358Q: 35 clusters Score -1.811321e+08 nChanged 319
Entering ConstructFrom: 
Score: -181132112.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157702.437500 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157702.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158118.328125 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158118.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158363.093750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158363.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158705.765625 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158705.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159017.984375 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -159018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -159394.109375 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159394.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -159918.312500 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -159918.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -160132.593750 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -160132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -160169.421875 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -160169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160182.953125 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -160183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -160184.328125 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -160184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -160184.328125 Penalty: 3540.484131
	Iteration 11F: 3 clusters Score -160184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18600 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227900 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67853 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 136079 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 128120 members 
Mstep: Class 20 contains 104964 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119679 members 
Mstep: Class 30 contains 76504 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Mstep: Class 35 contains 333 members 
Entering Unmasked Estep 
Score: -181130512.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132112.000000 to -181130512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -795535.437500 Penalty: 2175.645752
	Iteration 0F: 2 clusters Score -795535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -790151.687500 Penalty: 4351.291504
	Iteration 0F: 3 clusters Score -790151.7 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -791597.812500 Penalty: 4351.291504
	Iteration 1F: 3 clusters Score -791597.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -791873.750000 Penalty: 4351.291504
	Iteration 2F: 3 clusters Score -791873.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -792060.625000 Penalty: 4351.291504
	Iteration 3F: 3 clusters Score -792060.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -792202.000000 Penalty: 4351.291504
	Iteration 4Q: 3 clusters Score -792202 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -792318.250000 Penalty: 4351.291504
	Iteration 5Q: 3 clusters Score -792318.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -792399.687500 Penalty: 4351.291504
	Iteration 6Q: 3 clusters Score -792399.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -792474.250000 Penalty: 4351.291504
	Iteration 7Q: 3 clusters Score -792474.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -792530.875000 Penalty: 4351.291504
	Iteration 8Q: 3 clusters Score -792530.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -792587.312500 Penalty: 4351.291504
	Iteration 9Q: 3 clusters Score -792587.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -792645.437500 Penalty: 4351.291504
	Iteration 10Q: 3 clusters Score -792645.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -792700.312500 Penalty: 4351.291504
	Iteration 11Q: 3 clusters Score -792700.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -792774.062500 Penalty: 4351.291504
	Iteration 12Q: 3 clusters Score -792774.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -792879.375000 Penalty: 4351.291504
	Iteration 13Q: 3 clusters Score -792879.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -792978.687500 Penalty: 4351.291504
	Iteration 14Q: 3 clusters Score -792978.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -793085.187500 Penalty: 4351.291504
	Iteration 15Q: 3 clusters Score -793085.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -793202.625000 Penalty: 4351.291504
	Iteration 16Q: 3 clusters Score -793202.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -793308.750000 Penalty: 4351.291504
	Iteration 17Q: 3 clusters Score -793308.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -793415.750000 Penalty: 4351.291504
	Iteration 18Q: 3 clusters Score -793415.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -793512.187500 Penalty: 4351.291504
	Iteration 19Q: 3 clusters Score -793512.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -793592.250000 Penalty: 4351.291504
	Iteration 20F: 3 clusters Score -793592.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -793678.625000 Penalty: 4351.291504
	Iteration 21Q: 3 clusters Score -793678.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -793743.625000 Penalty: 4351.291504
	Iteration 22Q: 3 clusters Score -793743.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -793807.562500 Penalty: 4351.291504
	Iteration 23Q: 3 clusters Score -793807.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -793871.687500 Penalty: 4351.291504
	Iteration 24Q: 3 clusters Score -793871.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -793908.375000 Penalty: 4351.291504
	Iteration 25Q: 3 clusters Score -793908.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -793939.312500 Penalty: 4351.291504
	Iteration 26Q: 3 clusters Score -793939.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -793977.312500 Penalty: 4351.291504
	Iteration 27Q: 3 clusters Score -793977.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -794011.312500 Penalty: 4351.291504
	Iteration 28Q: 3 clusters Score -794011.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -794039.875000 Penalty: 4351.291504
	Iteration 29Q: 3 clusters Score -794039.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -794070.312500 Penalty: 4351.291504
	Iteration 30Q: 3 clusters Score -794070.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -794095.125000 Penalty: 4351.291504
	Iteration 31Q: 3 clusters Score -794095.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -794112.625000 Penalty: 4351.291504
	Iteration 32Q: 3 clusters Score -794112.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -794130.500000 Penalty: 4351.291504
	Iteration 33Q: 3 clusters Score -794130.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -794147.875000 Penalty: 4351.291504
	Iteration 34Q: 3 clusters Score -794147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -794172.562500 Penalty: 4351.291504
	Iteration 35Q: 3 clusters Score -794172.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -794187.375000 Penalty: 4351.291504
	Iteration 36Q: 3 clusters Score -794187.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -794203.875000 Penalty: 4351.291504
	Iteration 37Q: 3 clusters Score -794203.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -794212.125000 Penalty: 4351.291504
	Iteration 38Q: 3 clusters Score -794212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -794220.812500 Penalty: 4351.291504
	Iteration 39Q: 3 clusters Score -794220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -794224.625000 Penalty: 4351.291504
	Iteration 40F: 3 clusters Score -794224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -794228.250000 Penalty: 4351.291504
	Iteration 41Q: 3 clusters Score -794228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -794230.250000 Penalty: 4351.291504
	Iteration 42Q: 3 clusters Score -794230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -794233.187500 Penalty: 4351.291504
	Iteration 43Q: 3 clusters Score -794233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -794240.000000 Penalty: 4351.291504
	Iteration 44Q: 3 clusters Score -794240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -794240.875000 Penalty: 4351.291504
	Iteration 45Q: 3 clusters Score -794240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -794244.312500 Penalty: 4351.291504
	Iteration 46Q: 3 clusters Score -794244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -794245.375000 Penalty: 4351.291504
	Iteration 47Q: 3 clusters Score -794245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -794244.812500 Penalty: 4351.291504
	Iteration 48Q: 3 clusters Score -794244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -794247.437500 Penalty: 4351.291504
	Iteration 49Q: 3 clusters Score -794247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -794246.937500 Penalty: 4351.291504
	Iteration 50Q: 3 clusters Score -794246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -794249.187500 Penalty: 4351.291504
	Iteration 51Q: 3 clusters Score -794249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -794250.000000 Penalty: 4351.291504
	Iteration 52Q: 3 clusters Score -794250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -794252.750000 Penalty: 4351.291504
	Iteration 53Q: 3 clusters Score -794252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -794260.437500 Penalty: 4351.291504
	Iteration 54Q: 3 clusters Score -794260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -794261.875000 Penalty: 4351.291504
	Iteration 55Q: 3 clusters Score -794261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -794265.687500 Penalty: 4351.291504
	Iteration 56Q: 3 clusters Score -794265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -794270.437500 Penalty: 4351.291504
	Iteration 57Q: 3 clusters Score -794270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -794276.250000 Penalty: 4351.291504
	Iteration 58Q: 3 clusters Score -794276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -794283.562500 Penalty: 4351.291504
	Iteration 59Q: 3 clusters Score -794283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -794290.625000 Penalty: 4351.291504
	Iteration 60F: 3 clusters Score -794290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -794295.625000 Penalty: 4351.291504
	Iteration 61Q: 3 clusters Score -794295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -794300.750000 Penalty: 4351.291504
	Iteration 62Q: 3 clusters Score -794300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -794308.812500 Penalty: 4351.291504
	Iteration 63Q: 3 clusters Score -794308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -794313.000000 Penalty: 4351.291504
	Iteration 64Q: 3 clusters Score -794313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -794325.937500 Penalty: 4351.291504
	Iteration 65Q: 3 clusters Score -794325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -794332.375000 Penalty: 4351.291504
	Iteration 66Q: 3 clusters Score -794332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -794340.812500 Penalty: 4351.291504
	Iteration 67Q: 3 clusters Score -794340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -794346.375000 Penalty: 4351.291504
	Iteration 68Q: 3 clusters Score -794346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -794353.500000 Penalty: 4351.291504
	Iteration 69Q: 3 clusters Score -794353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -794357.250000 Penalty: 4351.291504
	Iteration 70Q: 3 clusters Score -794357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -794362.562500 Penalty: 4351.291504
	Iteration 71Q: 3 clusters Score -794362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -794367.250000 Penalty: 4351.291504
	Iteration 72Q: 3 clusters Score -794367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -794369.750000 Penalty: 4351.291504
	Iteration 73Q: 3 clusters Score -794369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -794370.000000 Penalty: 4351.291504
	Iteration 74Q: 3 clusters Score -794370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -794370.687500 Penalty: 4351.291504
	Iteration 75Q: 3 clusters Score -794370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -794372.562500 Penalty: 4351.291504
	Iteration 76Q: 3 clusters Score -794372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -794370.750000 Penalty: 4351.291504
	Iteration 77Q: 3 clusters Score -794370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -794370.750000 Penalty: 4351.291504
	Iteration 78F: 3 clusters Score -794370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Entering Unmasked Estep 
Score: -3746086.500000 Penalty: 2543.150146
	Iteration 0F: 2 clusters Score -3746086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3726720.500000 Penalty: 5086.300293
	Iteration 0F: 3 clusters Score -3726720 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3733371.500000 Penalty: 5086.300293
	Iteration 1F: 3 clusters Score -3733372 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3733828.750000 Penalty: 5086.300293
	Iteration 2Q: 3 clusters Score -3733829 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3734302.250000 Penalty: 5086.300293
	Iteration 3Q: 3 clusters Score -3734302 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3734787.750000 Penalty: 5086.300293
	Iteration 4Q: 3 clusters Score -3734788 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3735281.000000 Penalty: 5086.300293
	Iteration 5Q: 3 clusters Score -3735281 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3735782.000000 Penalty: 5086.300293
	Iteration 6Q: 3 clusters Score -3735782 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3736285.000000 Penalty: 5086.300293
	Iteration 7Q: 3 clusters Score -3736285 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3736784.000000 Penalty: 5086.300293
	Iteration 8Q: 3 clusters Score -3736784 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3737223.250000 Penalty: 5086.300293
	Iteration 9Q: 3 clusters Score -3737223 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3737603.000000 Penalty: 5086.300293
	Iteration 10Q: 3 clusters Score -3737603 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3737907.500000 Penalty: 5086.300293
	Iteration 11Q: 3 clusters Score -3737908 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3738186.000000 Penalty: 5086.300293
	Iteration 12Q: 3 clusters Score -3738186 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3738445.250000 Penalty: 5086.300293
	Iteration 13Q: 3 clusters Score -3738445 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3738719.500000 Penalty: 5086.300293
	Iteration 14Q: 3 clusters Score -3738720 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3739027.750000 Penalty: 5086.300293
	Iteration 15Q: 3 clusters Score -3739028 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3739327.000000 Penalty: 5086.300293
	Iteration 16Q: 3 clusters Score -3739327 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3739664.500000 Penalty: 5086.300293
	Iteration 17Q: 3 clusters Score -3739664 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3740037.750000 Penalty: 5086.300293
	Iteration 18Q: 3 clusters Score -3740038 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3740398.000000 Penalty: 5086.300293
	Iteration 19Q: 3 clusters Score -3740398 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3740824.750000 Penalty: 5086.300293
	Iteration 20F: 3 clusters Score -3740825 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3741172.750000 Penalty: 5086.300293
	Iteration 21Q: 3 clusters Score -3741173 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3741540.750000 Penalty: 5086.300293
	Iteration 22Q: 3 clusters Score -3741541 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3741883.750000 Penalty: 5086.300293
	Iteration 23Q: 3 clusters Score -3741884 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3742205.500000 Penalty: 5086.300293
	Iteration 24Q: 3 clusters Score -3742206 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3742492.000000 Penalty: 5086.300293
	Iteration 25Q: 3 clusters Score -3742492 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3742760.000000 Penalty: 5086.300293
	Iteration 26Q: 3 clusters Score -3742760 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3742980.500000 Penalty: 5086.300293
	Iteration 27Q: 3 clusters Score -3742980 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3743166.500000 Penalty: 5086.300293
	Iteration 28Q: 3 clusters Score -3743166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3743310.500000 Penalty: 5086.300293
	Iteration 29Q: 3 clusters Score -3743310 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3743408.500000 Penalty: 5086.300293
	Iteration 30Q: 3 clusters Score -3743408 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3743502.250000 Penalty: 5086.300293
	Iteration 31Q: 3 clusters Score -3743502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3743583.750000 Penalty: 5086.300293
	Iteration 32Q: 3 clusters Score -3743584 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3743654.750000 Penalty: 5086.300293
	Iteration 33Q: 3 clusters Score -3743655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3743702.750000 Penalty: 5086.300293
	Iteration 34Q: 3 clusters Score -3743703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3743748.000000 Penalty: 5086.300293
	Iteration 35Q: 3 clusters Score -3743748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3743782.750000 Penalty: 5086.300293
	Iteration 36Q: 3 clusters Score -3743783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3743809.250000 Penalty: 5086.300293
	Iteration 37Q: 3 clusters Score -3743809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3743845.000000 Penalty: 5086.300293
	Iteration 38Q: 3 clusters Score -3743845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3743860.500000 Penalty: 5086.300293
	Iteration 39Q: 3 clusters Score -3743860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3743886.000000 Penalty: 5086.300293
	Iteration 40F: 3 clusters Score -3743886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3743905.250000 Penalty: 5086.300293
	Iteration 41Q: 3 clusters Score -3743905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3743929.500000 Penalty: 5086.300293
	Iteration 42Q: 3 clusters Score -3743930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3743944.500000 Penalty: 5086.300293
	Iteration 43Q: 3 clusters Score -3743944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3743956.500000 Penalty: 5086.300293
	Iteration 44Q: 3 clusters Score -3743956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3743961.500000 Penalty: 5086.300293
	Iteration 45Q: 3 clusters Score -3743962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3743974.750000 Penalty: 5086.300293
	Iteration 46Q: 3 clusters Score -3743975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3743980.500000 Penalty: 5086.300293
	Iteration 47Q: 3 clusters Score -3743980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3743984.000000 Penalty: 5086.300293
	Iteration 48Q: 3 clusters Score -3743984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3743995.500000 Penalty: 5086.300293
	Iteration 49Q: 3 clusters Score -3743996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3743990.500000 Penalty: 5086.300293
	Iteration 50Q: 3 clusters Score -3743990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3743990.500000 Penalty: 5086.300293
	Iteration 51Q: 3 clusters Score -3743990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3743999.000000 Penalty: 5086.300293
	Iteration 52Q: 3 clusters Score -3743999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3744008.500000 Penalty: 5086.300293
	Iteration 53Q: 3 clusters Score -3744008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3744012.500000 Penalty: 5086.300293
	Iteration 54Q: 3 clusters Score -3744012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3744018.750000 Penalty: 5086.300293
	Iteration 55Q: 3 clusters Score -3744019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3744024.500000 Penalty: 5086.300293
	Iteration 56Q: 3 clusters Score -3744024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3744032.250000 Penalty: 5086.300293
	Iteration 57Q: 3 clusters Score -3744032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3744037.500000 Penalty: 5086.300293
	Iteration 58Q: 3 clusters Score -3744038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3744043.500000 Penalty: 5086.300293
	Iteration 59Q: 3 clusters Score -3744044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3744050.000000 Penalty: 5086.300293
	Iteration 60F: 3 clusters Score -3744050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3744049.750000 Penalty: 5086.300293
	Iteration 61Q: 3 clusters Score -3744050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3744057.000000 Penalty: 5086.300293
	Iteration 62Q: 3 clusters Score -3744057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3744056.750000 Penalty: 5086.300293
	Iteration 63Q: 3 clusters Score -3744057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3744060.500000 Penalty: 5086.300293
	Iteration 64Q: 3 clusters Score -3744060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3744063.000000 Penalty: 5086.300293
	Iteration 65Q: 3 clusters Score -3744063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3744069.500000 Penalty: 5086.300293
	Iteration 66Q: 3 clusters Score -3744070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3744067.000000 Penalty: 5086.300293
	Iteration 67Q: 3 clusters Score -3744067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3744069.000000 Penalty: 5086.300293
	Iteration 68Q: 3 clusters Score -3744069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3744069.000000 Penalty: 5086.300293
	Iteration 69F: 3 clusters Score -3744069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Entering Unmasked Estep 
Score: -2513618.000000 Penalty: 2438.067383
	Iteration 0F: 2 clusters Score -2513618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2500451.000000 Penalty: 4876.134766
	Iteration 0F: 3 clusters Score -2500451 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2504839.750000 Penalty: 4876.134766
	Iteration 1F: 3 clusters Score -2504840 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2505147.250000 Penalty: 4876.134766
	Iteration 2Q: 3 clusters Score -2505147 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2505394.750000 Penalty: 4876.134766
	Iteration 3Q: 3 clusters Score -2505395 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2505604.250000 Penalty: 4876.134766
	Iteration 4Q: 3 clusters Score -2505604 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2505790.250000 Penalty: 4876.134766
	Iteration 5Q: 3 clusters Score -2505790 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2505999.250000 Penalty: 4876.134766
	Iteration 6Q: 3 clusters Score -2505999 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2506267.000000 Penalty: 4876.134766
	Iteration 7Q: 3 clusters Score -2506267 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2506626.750000 Penalty: 4876.134766
	Iteration 8Q: 3 clusters Score -2506627 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2507113.750000 Penalty: 4876.134766
	Iteration 9Q: 3 clusters Score -2507114 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2507670.500000 Penalty: 4876.134766
	Iteration 10Q: 3 clusters Score -2507670 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2508256.500000 Penalty: 4876.134766
	Iteration 11Q: 3 clusters Score -2508256 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2508844.500000 Penalty: 4876.134766
	Iteration 12Q: 3 clusters Score -2508844 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2509348.500000 Penalty: 4876.134766
	Iteration 13Q: 3 clusters Score -2509348 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2509713.750000 Penalty: 4876.134766
	Iteration 14Q: 3 clusters Score -2509714 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2509997.500000 Penalty: 4876.134766
	Iteration 15Q: 3 clusters Score -2509998 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2510255.250000 Penalty: 4876.134766
	Iteration 16Q: 3 clusters Score -2510255 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2510487.000000 Penalty: 4876.134766
	Iteration 17Q: 3 clusters Score -2510487 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2510682.000000 Penalty: 4876.134766
	Iteration 18Q: 3 clusters Score -2510682 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2510836.500000 Penalty: 4876.134766
	Iteration 19Q: 3 clusters Score -2510836 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2510974.750000 Penalty: 4876.134766
	Iteration 20F: 3 clusters Score -2510975 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2511066.250000 Penalty: 4876.134766
	Iteration 21Q: 3 clusters Score -2511066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2511151.000000 Penalty: 4876.134766
	Iteration 22Q: 3 clusters Score -2511151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2511217.250000 Penalty: 4876.134766
	Iteration 23Q: 3 clusters Score -2511217 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2511272.000000 Penalty: 4876.134766
	Iteration 24Q: 3 clusters Score -2511272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2511310.750000 Penalty: 4876.134766
	Iteration 25Q: 3 clusters Score -2511311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2511340.000000 Penalty: 4876.134766
	Iteration 26Q: 3 clusters Score -2511340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2511357.500000 Penalty: 4876.134766
	Iteration 27Q: 3 clusters Score -2511358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2511380.750000 Penalty: 4876.134766
	Iteration 28Q: 3 clusters Score -2511381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2511405.250000 Penalty: 4876.134766
	Iteration 29Q: 3 clusters Score -2511405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2511414.750000 Penalty: 4876.134766
	Iteration 30Q: 3 clusters Score -2511415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2511434.000000 Penalty: 4876.134766
	Iteration 31Q: 3 clusters Score -2511434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2511455.250000 Penalty: 4876.134766
	Iteration 32Q: 3 clusters Score -2511455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2511467.000000 Penalty: 4876.134766
	Iteration 33Q: 3 clusters Score -2511467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2511485.500000 Penalty: 4876.134766
	Iteration 34Q: 3 clusters Score -2511486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2511497.500000 Penalty: 4876.134766
	Iteration 35Q: 3 clusters Score -2511498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2511502.000000 Penalty: 4876.134766
	Iteration 36Q: 3 clusters Score -2511502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2511513.750000 Penalty: 4876.134766
	Iteration 37Q: 3 clusters Score -2511514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2511519.750000 Penalty: 4876.134766
	Iteration 38Q: 3 clusters Score -2511520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2511518.750000 Penalty: 4876.134766
	Iteration 39Q: 3 clusters Score -2511519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2511522.500000 Penalty: 4876.134766
	Iteration 40F: 3 clusters Score -2511522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2511529.500000 Penalty: 4876.134766
	Iteration 41Q: 3 clusters Score -2511530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2511529.750000 Penalty: 4876.134766
	Iteration 42Q: 3 clusters Score -2511530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2511530.000000 Penalty: 4876.134766
	Iteration 43Q: 3 clusters Score -2511530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2511533.000000 Penalty: 4876.134766
	Iteration 44Q: 3 clusters Score -2511533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2511532.500000 Penalty: 4876.134766
	Iteration 45Q: 3 clusters Score -2511532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2511535.000000 Penalty: 4876.134766
	Iteration 46Q: 3 clusters Score -2511535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2511535.250000 Penalty: 4876.134766
	Iteration 47Q: 3 clusters Score -2511535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2511540.500000 Penalty: 4876.134766
	Iteration 48Q: 3 clusters Score -2511540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2511544.750000 Penalty: 4876.134766
	Iteration 49Q: 3 clusters Score -2511545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2511546.000000 Penalty: 4876.134766
	Iteration 50Q: 3 clusters Score -2511546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2511543.250000 Penalty: 4876.134766
	Iteration 51Q: 3 clusters Score -2511543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2511544.750000 Penalty: 4876.134766
	Iteration 52Q: 3 clusters Score -2511545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2511544.750000 Penalty: 4876.134766
	Iteration 53F: 3 clusters Score -2511545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Entering Unmasked Estep 
Score: -1020237.812500 Penalty: 2236.065186
	Iteration 0F: 2 clusters Score -1020238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1013685.500000 Penalty: 4472.130371
	Iteration 0F: 3 clusters Score -1013686 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1015528.062500 Penalty: 4472.130371
	Iteration 1F: 3 clusters Score -1015528 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1015860.187500 Penalty: 4472.130371
	Iteration 2F: 3 clusters Score -1015860 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1016124.187500 Penalty: 4472.130371
	Iteration 3F: 3 clusters Score -1016124 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1016378.937500 Penalty: 4472.130371
	Iteration 4F: 3 clusters Score -1016379 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1016640.062500 Penalty: 4472.130371
	Iteration 5Q: 3 clusters Score -1016640 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1016969.437500 Penalty: 4472.130371
	Iteration 6F: 3 clusters Score -1016969 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1017263.625000 Penalty: 4472.130371
	Iteration 7Q: 3 clusters Score -1017264 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1017496.437500 Penalty: 4472.130371
	Iteration 8Q: 3 clusters Score -1017496 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1017649.625000 Penalty: 4472.130371
	Iteration 9Q: 3 clusters Score -1017650 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1017750.937500 Penalty: 4472.130371
	Iteration 10Q: 3 clusters Score -1017751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1017808.437500 Penalty: 4472.130371
	Iteration 11Q: 3 clusters Score -1017808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1017852.687500 Penalty: 4472.130371
	Iteration 12Q: 3 clusters Score -1017853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1017885.062500 Penalty: 4472.130371
	Iteration 13Q: 3 clusters Score -1017885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1017903.500000 Penalty: 4472.130371
	Iteration 14Q: 3 clusters Score -1017904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1017916.875000 Penalty: 4472.130371
	Iteration 15Q: 3 clusters Score -1017917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1017930.875000 Penalty: 4472.130371
	Iteration 16Q: 3 clusters Score -1017931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1017939.812500 Penalty: 4472.130371
	Iteration 17Q: 3 clusters Score -1017940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1017949.250000 Penalty: 4472.130371
	Iteration 18Q: 3 clusters Score -1017949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1017958.812500 Penalty: 4472.130371
	Iteration 19Q: 3 clusters Score -1017959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1017970.437500 Penalty: 4472.130371
	Iteration 20F: 3 clusters Score -1017970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1017990.375000 Penalty: 4472.130371
	Iteration 21Q: 3 clusters Score -1017990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1018000.687500 Penalty: 4472.130371
	Iteration 22Q: 3 clusters Score -1018001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1018014.625000 Penalty: 4472.130371
	Iteration 23Q: 3 clusters Score -1018015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1018027.187500 Penalty: 4472.130371
	Iteration 24Q: 3 clusters Score -1018027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1018051.125000 Penalty: 4472.130371
	Iteration 25Q: 3 clusters Score -1018051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1018062.812500 Penalty: 4472.130371
	Iteration 26Q: 3 clusters Score -1018063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1018072.062500 Penalty: 4472.130371
	Iteration 27Q: 3 clusters Score -1018072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1018087.625000 Penalty: 4472.130371
	Iteration 28Q: 3 clusters Score -1018088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1018107.312500 Penalty: 4472.130371
	Iteration 29Q: 3 clusters Score -1018107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1018133.187500 Penalty: 4472.130371
	Iteration 30Q: 3 clusters Score -1018133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1018157.375000 Penalty: 4472.130371
	Iteration 31Q: 3 clusters Score -1018157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1018181.625000 Penalty: 4472.130371
	Iteration 32Q: 3 clusters Score -1018182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1018200.437500 Penalty: 4472.130371
	Iteration 33Q: 3 clusters Score -1018200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1018210.875000 Penalty: 4472.130371
	Iteration 34Q: 3 clusters Score -1018211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1018223.312500 Penalty: 4472.130371
	Iteration 35Q: 3 clusters Score -1018223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1018230.125000 Penalty: 4472.130371
	Iteration 36Q: 3 clusters Score -1018230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1018234.125000 Penalty: 4472.130371
	Iteration 37Q: 3 clusters Score -1018234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1018241.750000 Penalty: 4472.130371
	Iteration 38Q: 3 clusters Score -1018242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1018247.312500 Penalty: 4472.130371
	Iteration 39Q: 3 clusters Score -1018247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1018257.312500 Penalty: 4472.130371
	Iteration 40F: 3 clusters Score -1018257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1018267.437500 Penalty: 4472.130371
	Iteration 41Q: 3 clusters Score -1018267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1018276.562500 Penalty: 4472.130371
	Iteration 42Q: 3 clusters Score -1018277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1018288.250000 Penalty: 4472.130371
	Iteration 43Q: 3 clusters Score -1018288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1018296.250000 Penalty: 4472.130371
	Iteration 44Q: 3 clusters Score -1018296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1018308.437500 Penalty: 4472.130371
	Iteration 45Q: 3 clusters Score -1018308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1018315.062500 Penalty: 4472.130371
	Iteration 46Q: 3 clusters Score -1018315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1018320.937500 Penalty: 4472.130371
	Iteration 47Q: 3 clusters Score -1018321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1018329.437500 Penalty: 4472.130371
	Iteration 48Q: 3 clusters Score -1018329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1018335.875000 Penalty: 4472.130371
	Iteration 49Q: 3 clusters Score -1018336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1018341.875000 Penalty: 4472.130371
	Iteration 50Q: 3 clusters Score -1018342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1018347.187500 Penalty: 4472.130371
	Iteration 51Q: 3 clusters Score -1018347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1018351.937500 Penalty: 4472.130371
	Iteration 52Q: 3 clusters Score -1018352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1018353.187500 Penalty: 4472.130371
	Iteration 53Q: 3 clusters Score -1018353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1018357.375000 Penalty: 4472.130371
	Iteration 54Q: 3 clusters Score -1018357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1018358.625000 Penalty: 4472.130371
	Iteration 55Q: 3 clusters Score -1018359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1018360.750000 Penalty: 4472.130371
	Iteration 56Q: 3 clusters Score -1018361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1018365.000000 Penalty: 4472.130371
	Iteration 57Q: 3 clusters Score -1018365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1018367.500000 Penalty: 4472.130371
	Iteration 58Q: 3 clusters Score -1018368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1018370.562500 Penalty: 4472.130371
	Iteration 59Q: 3 clusters Score -1018371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1018370.125000 Penalty: 4472.130371
	Iteration 60F: 3 clusters Score -1018370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1018372.062500 Penalty: 4472.130371
	Iteration 61Q: 3 clusters Score -1018372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1018373.312500 Penalty: 4472.130371
	Iteration 62Q: 3 clusters Score -1018373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1018373.625000 Penalty: 4472.130371
	Iteration 63Q: 3 clusters Score -1018374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1018376.437500 Penalty: 4472.130371
	Iteration 64Q: 3 clusters Score -1018376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1018378.937500 Penalty: 4472.130371
	Iteration 65Q: 3 clusters Score -1018379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1018380.625000 Penalty: 4472.130371
	Iteration 66Q: 3 clusters Score -1018381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1018382.625000 Penalty: 4472.130371
	Iteration 67Q: 3 clusters Score -1018383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1018384.125000 Penalty: 4472.130371
	Iteration 68Q: 3 clusters Score -1018384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1018385.812500 Penalty: 4472.130371
	Iteration 69Q: 3 clusters Score -1018386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1018387.687500 Penalty: 4472.130371
	Iteration 70Q: 3 clusters Score -1018388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1018390.312500 Penalty: 4472.130371
	Iteration 71Q: 3 clusters Score -1018390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1018394.187500 Penalty: 4472.130371
	Iteration 72Q: 3 clusters Score -1018394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1018395.187500 Penalty: 4472.130371
	Iteration 73Q: 3 clusters Score -1018395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1018398.750000 Penalty: 4472.130371
	Iteration 74Q: 3 clusters Score -1018399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1018403.500000 Penalty: 4472.130371
	Iteration 75Q: 3 clusters Score -1018404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1018406.937500 Penalty: 4472.130371
	Iteration 76Q: 3 clusters Score -1018407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1018410.187500 Penalty: 4472.130371
	Iteration 77Q: 3 clusters Score -1018410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1018414.750000 Penalty: 4472.130371
	Iteration 78Q: 3 clusters Score -1018415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1018417.500000 Penalty: 4472.130371
	Iteration 79Q: 3 clusters Score -1018418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1018420.625000 Penalty: 4472.130371
	Iteration 80F: 3 clusters Score -1018421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1018422.500000 Penalty: 4472.130371
	Iteration 81Q: 3 clusters Score -1018422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1018421.312500 Penalty: 4472.130371
	Iteration 82Q: 3 clusters Score -1018421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1018421.312500 Penalty: 4472.130371
	Iteration 83F: 3 clusters Score -1018421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Entering Unmasked Estep 
Score: -16809726.000000 Penalty: 2916.042969
	Iteration 0F: 2 clusters Score -1.680973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -16724718.000000 Penalty: 5832.085938
	Iteration 0F: 3 clusters Score -1.672472e+07 nChanged 60987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -16759897.000000 Penalty: 5832.085938
	Iteration 1F: 3 clusters Score -1.67599e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -16761089.000000 Penalty: 5832.085938
	Iteration 2Q: 3 clusters Score -1.676109e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -16763137.000000 Penalty: 5832.085938
	Iteration 3Q: 3 clusters Score -1.676314e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -16766726.000000 Penalty: 5832.085938
	Iteration 4F: 3 clusters Score -1.676673e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -16772390.000000 Penalty: 5832.085938
	Iteration 5F: 3 clusters Score -1.677239e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -16779864.000000 Penalty: 5832.085938
	Iteration 6F: 3 clusters Score -1.677986e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -16788070.000000 Penalty: 5832.085938
	Iteration 7F: 3 clusters Score -1.678807e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -16795522.000000 Penalty: 5832.085938
	Iteration 8F: 3 clusters Score -1.679552e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -16801448.000000 Penalty: 5832.085938
	Iteration 9Q: 3 clusters Score -1.680145e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -16804856.000000 Penalty: 5832.085938
	Iteration 10Q: 3 clusters Score -1.680486e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16806224.000000 Penalty: 5832.085938
	Iteration 11Q: 3 clusters Score -1.680622e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16806720.000000 Penalty: 5832.085938
	Iteration 12Q: 3 clusters Score -1.680672e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16806948.000000 Penalty: 5832.085938
	Iteration 13Q: 3 clusters Score -1.680695e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127348 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16807044.000000 Penalty: 5832.085938
	Iteration 14Q: 3 clusters Score -1.680704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16807108.000000 Penalty: 5832.085938
	Iteration 15Q: 3 clusters Score -1.680711e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16807146.000000 Penalty: 5832.085938
	Iteration 16Q: 3 clusters Score -1.680715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16807168.000000 Penalty: 5832.085938
	Iteration 17Q: 3 clusters Score -1.680717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16807176.000000 Penalty: 5832.085938
	Iteration 18Q: 3 clusters Score -1.680718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127452 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16807194.000000 Penalty: 5832.085938
	Iteration 19Q: 3 clusters Score -1.680719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16807198.000000 Penalty: 5832.085938
	Iteration 20F: 3 clusters Score -1.68072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16807210.000000 Penalty: 5832.085938
	Iteration 21Q: 3 clusters Score -1.680721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16807200.000000 Penalty: 5832.085938
	Iteration 22Q: 3 clusters Score -1.68072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16807200.000000 Penalty: 5832.085938
	Iteration 23Q: 3 clusters Score -1.68072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16807206.000000 Penalty: 5832.085938
	Iteration 24Q: 3 clusters Score -1.680721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16807206.000000 Penalty: 5832.085938
	Iteration 25F: 3 clusters Score -1.680721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (227900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227900 members 
Entering Unmasked Estep 
Score: -30469688.000000 Penalty: 3059.492188
	Iteration 0F: 2 clusters Score -3.046969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -30331528.000000 Penalty: 6118.984375
	Iteration 0F: 3 clusters Score -3.033153e+07 nChanged 109887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -30396470.000000 Penalty: 6118.984375
	Iteration 1F: 3 clusters Score -3.039647e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -30397482.000000 Penalty: 6118.984375
	Iteration 2Q: 3 clusters Score -3.039748e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -30398510.000000 Penalty: 6118.984375
	Iteration 3Q: 3 clusters Score -3.039851e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -30399818.000000 Penalty: 6118.984375
	Iteration 4Q: 3 clusters Score -3.039982e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -30401750.000000 Penalty: 6118.984375
	Iteration 5Q: 3 clusters Score -3.040175e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -30403642.000000 Penalty: 6118.984375
	Iteration 6Q: 3 clusters Score -3.040364e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -30407120.000000 Penalty: 6118.984375
	Iteration 7Q: 3 clusters Score -3.040712e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -30412436.000000 Penalty: 6118.984375
	Iteration 8Q: 3 clusters Score -3.041244e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -30420554.000000 Penalty: 6118.984375
	Iteration 9F: 3 clusters Score -3.042055e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 169259 members 
Entering Unmasked Estep 
Score: -30430980.000000 Penalty: 6118.984375
	Iteration 10F: 3 clusters Score -3.043098e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -30442024.000000 Penalty: 6118.984375
	Iteration 11F: 3 clusters Score -3.044202e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 195114 members 
Entering Unmasked Estep 
Score: -30450124.000000 Penalty: 6118.984375
	Iteration 12F: 3 clusters Score -3.045012e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 204295 members 
Entering Unmasked Estep 
Score: -30455688.000000 Penalty: 6118.984375
	Iteration 13Q: 3 clusters Score -3.045569e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -30459570.000000 Penalty: 6118.984375
	Iteration 14Q: 3 clusters Score -3.045957e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 216089 members 
Entering Unmasked Estep 
Score: -30461920.000000 Penalty: 6118.984375
	Iteration 15Q: 3 clusters Score -3.046192e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 219822 members 
Entering Unmasked Estep 
Score: -30463718.000000 Penalty: 6118.984375
	Iteration 16Q: 3 clusters Score -3.046372e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 222461 members 
Entering Unmasked Estep 
Score: -30464966.000000 Penalty: 6118.984375
	Iteration 17Q: 3 clusters Score -3.046497e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -30465632.000000 Penalty: 6118.984375
	Iteration 18Q: 3 clusters Score -3.046563e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 225400 members 
Entering Unmasked Estep 
Score: -30466286.000000 Penalty: 6118.984375
	Iteration 19Q: 3 clusters Score -3.046629e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 226092 members 
Entering Unmasked Estep 
Score: -30466654.000000 Penalty: 6118.984375
	Iteration 20F: 3 clusters Score -3.046665e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 226489 members 
Entering Unmasked Estep 
Score: -30466874.000000 Penalty: 6118.984375
	Iteration 21Q: 3 clusters Score -3.046687e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 226722 members 
Entering Unmasked Estep 
Score: -30466930.000000 Penalty: 6118.984375
	Iteration 22Q: 3 clusters Score -3.046693e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 226878 members 
Entering Unmasked Estep 
Score: -30467032.000000 Penalty: 6118.984375
	Iteration 23Q: 3 clusters Score -3.046703e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 226971 members 
Entering Unmasked Estep 
Score: -30467016.000000 Penalty: 6118.984375
	Iteration 24Q: 3 clusters Score -3.046702e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227039 members 
Entering Unmasked Estep 
Score: -30467094.000000 Penalty: 6118.984375
	Iteration 25Q: 3 clusters Score -3.046709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 227074 members 
Entering Unmasked Estep 
Score: -30467122.000000 Penalty: 6118.984375
	Iteration 26Q: 3 clusters Score -3.046712e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 227119 members 
Entering Unmasked Estep 
Score: -30467156.000000 Penalty: 6118.984375
	Iteration 27Q: 3 clusters Score -3.046716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 227142 members 
Entering Unmasked Estep 
Score: -30467160.000000 Penalty: 6118.984375
	Iteration 28Q: 3 clusters Score -3.046716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 227159 members 
Entering Unmasked Estep 
Score: -30467152.000000 Penalty: 6118.984375
	Iteration 29Q: 3 clusters Score -3.046715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -30467192.000000 Penalty: 6118.984375
	Iteration 30Q: 3 clusters Score -3.046719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 227201 members 
Entering Unmasked Estep 
Score: -30467224.000000 Penalty: 6118.984375
	Iteration 31Q: 3 clusters Score -3.046722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 227221 members 
Entering Unmasked Estep 
Score: -30467210.000000 Penalty: 6118.984375
	Iteration 32Q: 3 clusters Score -3.046721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 227238 members 
Entering Unmasked Estep 
Score: -30467212.000000 Penalty: 6118.984375
	Iteration 33Q: 3 clusters Score -3.046721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 227259 members 
Entering Unmasked Estep 
Score: -30467248.000000 Penalty: 6118.984375
	Iteration 34Q: 3 clusters Score -3.046725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 227268 members 
Entering Unmasked Estep 
Score: -30467272.000000 Penalty: 6118.984375
	Iteration 35Q: 3 clusters Score -3.046727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 227276 members 
Entering Unmasked Estep 
Score: -30467246.000000 Penalty: 6118.984375
	Iteration 36Q: 3 clusters Score -3.046725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227283 members 
Entering Unmasked Estep 
Score: -30467274.000000 Penalty: 6118.984375
	Iteration 37Q: 3 clusters Score -3.046727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 227288 members 
Entering Unmasked Estep 
Score: -30467278.000000 Penalty: 6118.984375
	Iteration 38Q: 3 clusters Score -3.046728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 227294 members 
Entering Unmasked Estep 
Score: -30467300.000000 Penalty: 6118.984375
	Iteration 39Q: 3 clusters Score -3.04673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 227299 members 
Entering Unmasked Estep 
Score: -30467282.000000 Penalty: 6118.984375
	Iteration 40F: 3 clusters Score -3.046728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 227305 members 
Entering Unmasked Estep 
Score: -30467294.000000 Penalty: 6118.984375
	Iteration 41Q: 3 clusters Score -3.046729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 227309 members 
Entering Unmasked Estep 
Score: -30467300.000000 Penalty: 6118.984375
	Iteration 42Q: 3 clusters Score -3.04673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 227309 members 
Entering Unmasked Estep 
Score: -30467306.000000 Penalty: 6118.984375
	Iteration 43Q: 3 clusters Score -3.046731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 227312 members 
Entering Unmasked Estep 
Score: -30467306.000000 Penalty: 6118.984375
	Iteration 44Q: 3 clusters Score -3.046731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 227314 members 
Entering Unmasked Estep 
Score: -30467332.000000 Penalty: 6118.984375
	Iteration 45Q: 3 clusters Score -3.046733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 227315 members 
Entering Unmasked Estep 
Score: -30467316.000000 Penalty: 6118.984375
	Iteration 46Q: 3 clusters Score -3.046732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 227318 members 
Entering Unmasked Estep 
Score: -30467324.000000 Penalty: 6118.984375
	Iteration 47Q: 3 clusters Score -3.046732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 227319 members 
Entering Unmasked Estep 
Score: -30467334.000000 Penalty: 6118.984375
	Iteration 48Q: 3 clusters Score -3.046733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 227320 members 
Entering Unmasked Estep 
Score: -30467332.000000 Penalty: 6118.984375
	Iteration 49Q: 3 clusters Score -3.046733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 227322 members 
Entering Unmasked Estep 
Score: -30467338.000000 Penalty: 6118.984375
	Iteration 50Q: 3 clusters Score -3.046734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -30467328.000000 Penalty: 6118.984375
	Iteration 51Q: 3 clusters Score -3.046733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -30467328.000000 Penalty: 6118.984375
	Iteration 52F: 3 clusters Score -3.046733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Entering Unmasked Estep 
Score: -580574.750000 Penalty: 2091.693115
	Iteration 0F: 2 clusters Score -580574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -576281.437500 Penalty: 4183.386230
	Iteration 0F: 3 clusters Score -576281.4 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -577290.062500 Penalty: 4183.386230
	Iteration 1F: 3 clusters Score -577290.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -577550.562500 Penalty: 4183.386230
	Iteration 2F: 3 clusters Score -577550.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -577718.812500 Penalty: 4183.386230
	Iteration 3F: 3 clusters Score -577718.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -577841.375000 Penalty: 4183.386230
	Iteration 4Q: 3 clusters Score -577841.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -577958.187500 Penalty: 4183.386230
	Iteration 5Q: 3 clusters Score -577958.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -578048.687500 Penalty: 4183.386230
	Iteration 6Q: 3 clusters Score -578048.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -578122.312500 Penalty: 4183.386230
	Iteration 7Q: 3 clusters Score -578122.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -578204.562500 Penalty: 4183.386230
	Iteration 8Q: 3 clusters Score -578204.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -578288.875000 Penalty: 4183.386230
	Iteration 9Q: 3 clusters Score -578288.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -578358.687500 Penalty: 4183.386230
	Iteration 10Q: 3 clusters Score -578358.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -578408.625000 Penalty: 4183.386230
	Iteration 11Q: 3 clusters Score -578408.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -578455.312500 Penalty: 4183.386230
	Iteration 12Q: 3 clusters Score -578455.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -578502.250000 Penalty: 4183.386230
	Iteration 13Q: 3 clusters Score -578502.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -578545.187500 Penalty: 4183.386230
	Iteration 14Q: 3 clusters Score -578545.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -578577.562500 Penalty: 4183.386230
	Iteration 15Q: 3 clusters Score -578577.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -578600.062500 Penalty: 4183.386230
	Iteration 16Q: 3 clusters Score -578600.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -578624.687500 Penalty: 4183.386230
	Iteration 17Q: 3 clusters Score -578624.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -578648.375000 Penalty: 4183.386230
	Iteration 18Q: 3 clusters Score -578648.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -578668.875000 Penalty: 4183.386230
	Iteration 19Q: 3 clusters Score -578668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -578685.812500 Penalty: 4183.386230
	Iteration 20F: 3 clusters Score -578685.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -578702.125000 Penalty: 4183.386230
	Iteration 21Q: 3 clusters Score -578702.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -578716.500000 Penalty: 4183.386230
	Iteration 22Q: 3 clusters Score -578716.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -578731.750000 Penalty: 4183.386230
	Iteration 23Q: 3 clusters Score -578731.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -578747.312500 Penalty: 4183.386230
	Iteration 24Q: 3 clusters Score -578747.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -578761.875000 Penalty: 4183.386230
	Iteration 25Q: 3 clusters Score -578761.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -578774.500000 Penalty: 4183.386230
	Iteration 26Q: 3 clusters Score -578774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -578784.625000 Penalty: 4183.386230
	Iteration 27Q: 3 clusters Score -578784.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -578791.875000 Penalty: 4183.386230
	Iteration 28Q: 3 clusters Score -578791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -578797.250000 Penalty: 4183.386230
	Iteration 29Q: 3 clusters Score -578797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -578803.187500 Penalty: 4183.386230
	Iteration 30Q: 3 clusters Score -578803.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -578811.875000 Penalty: 4183.386230
	Iteration 31Q: 3 clusters Score -578811.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -578822.000000 Penalty: 4183.386230
	Iteration 32Q: 3 clusters Score -578822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -578829.875000 Penalty: 4183.386230
	Iteration 33Q: 3 clusters Score -578829.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -578836.250000 Penalty: 4183.386230
	Iteration 34Q: 3 clusters Score -578836.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -578843.000000 Penalty: 4183.386230
	Iteration 35Q: 3 clusters Score -578843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -578849.500000 Penalty: 4183.386230
	Iteration 36Q: 3 clusters Score -578849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -578853.437500 Penalty: 4183.386230
	Iteration 37Q: 3 clusters Score -578853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -578857.812500 Penalty: 4183.386230
	Iteration 38Q: 3 clusters Score -578857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -578857.500000 Penalty: 4183.386230
	Iteration 39Q: 3 clusters Score -578857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -578857.562500 Penalty: 4183.386230
	Iteration 40F: 3 clusters Score -578857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -578860.625000 Penalty: 4183.386230
	Iteration 41Q: 3 clusters Score -578860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -578861.687500 Penalty: 4183.386230
	Iteration 42Q: 3 clusters Score -578861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -578865.187500 Penalty: 4183.386230
	Iteration 43Q: 3 clusters Score -578865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -578864.625000 Penalty: 4183.386230
	Iteration 44Q: 3 clusters Score -578864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -578864.625000 Penalty: 4183.386230
	Iteration 45F: 3 clusters Score -578864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159751.500000 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159751.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160383.859375 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160383.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160730.656250 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160730.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161042.468750 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161042.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161475.656250 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -161475.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161762.671875 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -161762.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162037.281250 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -162037.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -162466.750000 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162526.078125 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -162539.437500 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -162539.437500 Penalty: 3559.801270
	Iteration 10F: 3 clusters Score -162539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18600 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227900 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67853 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 136079 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 128120 members 
Mstep: Class 20 contains 104964 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119679 members 
Mstep: Class 30 contains 76504 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Mstep: Class 35 contains 812 members 
Entering Unmasked Estep 
Score: -181131088.000000 Penalty: 122868.914062
Splitting cluster 9 changes total score from -181132112.000000 to -181131088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -567244.437500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -567244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -562864.125000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -562864.1 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -564186.625000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -564186.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -564598.312500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -564598.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -564901.000000 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -564901 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -565156.375000 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -565156.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -565401.562500 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -565401.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -565640.000000 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -565640 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -565874.000000 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -565874 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -566047.937500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -566047.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -566184.812500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -566184.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -566285.812500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -566285.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -566393.562500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -566393.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -566471.625000 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -566471.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -566512.187500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -566512.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -566534.062500 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -566534.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -566555.625000 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -566555.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -566570.562500 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -566570.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -566581.625000 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -566581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -566598.250000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -566598.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -566615.625000 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -566615.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -566627.062500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -566627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -566633.062500 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -566633.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -566637.562500 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -566637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -566644.687500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -566644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -566647.625000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -566647.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -566653.500000 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -566653.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -566665.500000 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -566665.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -566682.812500 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -566682.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -566702.875000 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -566702.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -566724.625000 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -566724.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -566752.000000 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -566752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -566778.625000 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -566778.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -566792.125000 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -566792.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -566818.437500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -566818.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -566852.750000 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -566852.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -566894.875000 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -566894.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -566930.687500 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -566930.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -566955.375000 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -566955.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -566971.562500 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -566971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -566987.625000 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -566987.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -567004.375000 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -567004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -567020.437500 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -567020.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -567032.375000 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -567032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -567038.437500 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -567038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -567042.937500 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -567042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -567044.812500 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -567044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -567047.187500 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -567047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -567050.250000 Penalty: 4211.359375
	Iteration 47Q: 3 clusters Score -567050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -567052.687500 Penalty: 4211.359375
	Iteration 48Q: 3 clusters Score -567052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -567052.687500 Penalty: 4211.359375
	Iteration 49F: 3 clusters Score -567052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -628296.062500 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -628296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -623605.187500 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -623605.2 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -624832.250000 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -624832.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -625103.812500 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -625103.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -625308.500000 Penalty: 4250.613770
	Iteration 3F: 3 clusters Score -625308.5 nChanged 260
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: -625484.812500 Penalty: 4250.613770
	Iteration 4Q: 3 clusters Score -625484.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -625632.250000 Penalty: 4250.613770
	Iteration 5Q: 3 clusters Score -625632.2 nChanged 196
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: -625737.750000 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -625737.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -625818.250000 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -625818.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -625888.125000 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -625888.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -625951.687500 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -625951.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -625990.875000 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -625990.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -626025.000000 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -626025 nChanged 70
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: -626062.500000 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -626062.5 nChanged 71
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: -626098.062500 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -626098.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -626135.562500 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -626135.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -626170.375000 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -626170.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -626204.187500 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -626204.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -626239.062500 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -626239.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -626277.750000 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -626277.8 nChanged 70
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: -626318.812500 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -626318.8 nChanged 69
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: -626364.375000 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -626364.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -626417.000000 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -626417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -626482.312500 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -626482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -626557.562500 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -626557.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -626642.500000 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -626642.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -626717.250000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -626717.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -626799.312500 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -626799.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -626878.312500 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -626878.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -626962.437500 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -626962.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -627032.875000 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -627032.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -627105.000000 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -627105 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -627172.250000 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -627172.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -627249.375000 Penalty: 4250.613770
	Iteration 32Q: 3 clusters Score -627249.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -627287.750000 Penalty: 4250.613770
	Iteration 33Q: 3 clusters Score -627287.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -627307.625000 Penalty: 4250.613770
	Iteration 34Q: 3 clusters Score -627307.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -627319.312500 Penalty: 4250.613770
	Iteration 35Q: 3 clusters Score -627319.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -627328.687500 Penalty: 4250.613770
	Iteration 36Q: 3 clusters Score -627328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -627339.062500 Penalty: 4250.613770
	Iteration 37Q: 3 clusters Score -627339.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -627345.687500 Penalty: 4250.613770
	Iteration 38Q: 3 clusters Score -627345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -627351.000000 Penalty: 4250.613770
	Iteration 39Q: 3 clusters Score -627351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -627356.937500 Penalty: 4250.613770
	Iteration 40F: 3 clusters Score -627356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -627362.375000 Penalty: 4250.613770
	Iteration 41Q: 3 clusters Score -627362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -627366.312500 Penalty: 4250.613770
	Iteration 42Q: 3 clusters Score -627366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -627372.500000 Penalty: 4250.613770
	Iteration 43Q: 3 clusters Score -627372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -627374.937500 Penalty: 4250.613770
	Iteration 44Q: 3 clusters Score -627374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -627377.625000 Penalty: 4250.613770
	Iteration 45Q: 3 clusters Score -627377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -627383.437500 Penalty: 4250.613770
	Iteration 46Q: 3 clusters Score -627383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -627388.625000 Penalty: 4250.613770
	Iteration 47Q: 3 clusters Score -627388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -627392.562500 Penalty: 4250.613770
	Iteration 48Q: 3 clusters Score -627392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -627396.187500 Penalty: 4250.613770
	Iteration 49Q: 3 clusters Score -627396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -627397.562500 Penalty: 4250.613770
	Iteration 50Q: 3 clusters Score -627397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -627399.562500 Penalty: 4250.613770
	Iteration 51Q: 3 clusters Score -627399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -627401.500000 Penalty: 4250.613770
	Iteration 52Q: 3 clusters Score -627401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -627402.187500 Penalty: 4250.613770
	Iteration 53Q: 3 clusters Score -627402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -627402.937500 Penalty: 4250.613770
	Iteration 54Q: 3 clusters Score -627402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -627402.687500 Penalty: 4250.613770
	Iteration 55Q: 3 clusters Score -627402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -627403.687500 Penalty: 4250.613770
	Iteration 56Q: 3 clusters Score -627403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -627403.812500 Penalty: 4250.613770
	Iteration 57Q: 3 clusters Score -627403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -627404.375000 Penalty: 4250.613770
	Iteration 58Q: 3 clusters Score -627404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -627404.375000 Penalty: 4250.613770
	Iteration 59Q: 3 clusters Score -627404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -627404.375000 Penalty: 4250.613770
	Iteration 60F: 3 clusters Score -627404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Entering Unmasked Estep 
Score: -2744695.500000 Penalty: 2468.754639
	Iteration 0F: 2 clusters Score -2744696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2729921.250000 Penalty: 4937.509277
	Iteration 0F: 3 clusters Score -2729921 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2735057.500000 Penalty: 4937.509277
	Iteration 1F: 3 clusters Score -2735058 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2735500.000000 Penalty: 4937.509277
	Iteration 2F: 3 clusters Score -2735500 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2735838.250000 Penalty: 4937.509277
	Iteration 3Q: 3 clusters Score -2735838 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2736114.750000 Penalty: 4937.509277
	Iteration 4Q: 3 clusters Score -2736115 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2736405.500000 Penalty: 4937.509277
	Iteration 5Q: 3 clusters Score -2736406 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2736674.500000 Penalty: 4937.509277
	Iteration 6Q: 3 clusters Score -2736674 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2736946.000000 Penalty: 4937.509277
	Iteration 7Q: 3 clusters Score -2736946 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2737289.500000 Penalty: 4937.509277
	Iteration 8Q: 3 clusters Score -2737290 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2737710.250000 Penalty: 4937.509277
	Iteration 9Q: 3 clusters Score -2737710 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2738220.000000 Penalty: 4937.509277
	Iteration 10Q: 3 clusters Score -2738220 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2738855.750000 Penalty: 4937.509277
	Iteration 11Q: 3 clusters Score -2738856 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2739607.500000 Penalty: 4937.509277
	Iteration 12F: 3 clusters Score -2739608 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2740343.750000 Penalty: 4937.509277
	Iteration 13Q: 3 clusters Score -2740344 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2740999.500000 Penalty: 4937.509277
	Iteration 14Q: 3 clusters Score -2741000 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2741529.000000 Penalty: 4937.509277
	Iteration 15Q: 3 clusters Score -2741529 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2741919.250000 Penalty: 4937.509277
	Iteration 16Q: 3 clusters Score -2741919 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2742189.500000 Penalty: 4937.509277
	Iteration 17Q: 3 clusters Score -2742190 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2742373.750000 Penalty: 4937.509277
	Iteration 18Q: 3 clusters Score -2742374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2742493.000000 Penalty: 4937.509277
	Iteration 19Q: 3 clusters Score -2742493 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2742554.250000 Penalty: 4937.509277
	Iteration 20F: 3 clusters Score -2742554 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2742623.750000 Penalty: 4937.509277
	Iteration 21Q: 3 clusters Score -2742624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2742667.750000 Penalty: 4937.509277
	Iteration 22Q: 3 clusters Score -2742668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2742719.000000 Penalty: 4937.509277
	Iteration 23Q: 3 clusters Score -2742719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2742740.750000 Penalty: 4937.509277
	Iteration 24Q: 3 clusters Score -2742741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2742760.500000 Penalty: 4937.509277
	Iteration 25Q: 3 clusters Score -2742760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2742786.250000 Penalty: 4937.509277
	Iteration 26Q: 3 clusters Score -2742786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2742810.000000 Penalty: 4937.509277
	Iteration 27Q: 3 clusters Score -2742810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2742826.250000 Penalty: 4937.509277
	Iteration 28Q: 3 clusters Score -2742826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2742854.000000 Penalty: 4937.509277
	Iteration 29Q: 3 clusters Score -2742854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2742860.250000 Penalty: 4937.509277
	Iteration 30Q: 3 clusters Score -2742860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2742884.500000 Penalty: 4937.509277
	Iteration 31Q: 3 clusters Score -2742884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2742896.000000 Penalty: 4937.509277
	Iteration 32Q: 3 clusters Score -2742896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2742898.000000 Penalty: 4937.509277
	Iteration 33Q: 3 clusters Score -2742898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2742901.500000 Penalty: 4937.509277
	Iteration 34Q: 3 clusters Score -2742902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2742904.500000 Penalty: 4937.509277
	Iteration 35Q: 3 clusters Score -2742904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2742913.000000 Penalty: 4937.509277
	Iteration 36Q: 3 clusters Score -2742913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2742915.750000 Penalty: 4937.509277
	Iteration 37Q: 3 clusters Score -2742916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2742920.250000 Penalty: 4937.509277
	Iteration 38Q: 3 clusters Score -2742920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2742930.000000 Penalty: 4937.509277
	Iteration 39Q: 3 clusters Score -2742930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2742926.000000 Penalty: 4937.509277
	Iteration 40F: 3 clusters Score -2742926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2742933.250000 Penalty: 4937.509277
	Iteration 41Q: 3 clusters Score -2742933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2742935.250000 Penalty: 4937.509277
	Iteration 42Q: 3 clusters Score -2742935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2742934.250000 Penalty: 4937.509277
	Iteration 43Q: 3 clusters Score -2742934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2742939.250000 Penalty: 4937.509277
	Iteration 44Q: 3 clusters Score -2742939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2742944.000000 Penalty: 4937.509277
	Iteration 45Q: 3 clusters Score -2742944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2742942.500000 Penalty: 4937.509277
	Iteration 46Q: 3 clusters Score -2742942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2742940.750000 Penalty: 4937.509277
	Iteration 47Q: 3 clusters Score -2742941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2742942.750000 Penalty: 4937.509277
	Iteration 48Q: 3 clusters Score -2742943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2742947.000000 Penalty: 4937.509277
	Iteration 49Q: 3 clusters Score -2742947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2742946.750000 Penalty: 4937.509277
	Iteration 50Q: 3 clusters Score -2742947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2742946.750000 Penalty: 4937.509277
	Iteration 51F: 3 clusters Score -2742947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Entering Unmasked Estep 
Score: -8977234.000000 Penalty: 2759.024658
	Iteration 0F: 2 clusters Score -8977234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -8931582.000000 Penalty: 5518.049316
	Iteration 0F: 3 clusters Score -8931582 nChanged 31773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -8949586.000000 Penalty: 5518.049316
	Iteration 1F: 3 clusters Score -8949586 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8950475.000000 Penalty: 5518.049316
	Iteration 2Q: 3 clusters Score -8950475 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8951682.000000 Penalty: 5518.049316
	Iteration 3Q: 3 clusters Score -8951682 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8953453.000000 Penalty: 5518.049316
	Iteration 4F: 3 clusters Score -8953453 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8955847.000000 Penalty: 5518.049316
	Iteration 5F: 3 clusters Score -8955847 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -8959113.000000 Penalty: 5518.049316
	Iteration 6F: 3 clusters Score -8959113 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -8963312.000000 Penalty: 5518.049316
	Iteration 7F: 3 clusters Score -8963312 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -8967511.000000 Penalty: 5518.049316
	Iteration 8F: 3 clusters Score -8967511 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -8970919.000000 Penalty: 5518.049316
	Iteration 9F: 3 clusters Score -8970919 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -8972979.000000 Penalty: 5518.049316
	Iteration 10Q: 3 clusters Score -8972979 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -8974013.000000 Penalty: 5518.049316
	Iteration 11Q: 3 clusters Score -8974013 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -8974427.000000 Penalty: 5518.049316
	Iteration 12Q: 3 clusters Score -8974427 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -8974641.000000 Penalty: 5518.049316
	Iteration 13Q: 3 clusters Score -8974641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -8974733.000000 Penalty: 5518.049316
	Iteration 14Q: 3 clusters Score -8974733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -8974779.000000 Penalty: 5518.049316
	Iteration 15Q: 3 clusters Score -8974779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8974795.000000 Penalty: 5518.049316
	Iteration 16Q: 3 clusters Score -8974795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -8974819.000000 Penalty: 5518.049316
	Iteration 17Q: 3 clusters Score -8974819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -8974836.000000 Penalty: 5518.049316
	Iteration 18Q: 3 clusters Score -8974836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -8974847.000000 Penalty: 5518.049316
	Iteration 19Q: 3 clusters Score -8974847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -8974863.000000 Penalty: 5518.049316
	Iteration 20F: 3 clusters Score -8974863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -8974861.000000 Penalty: 5518.049316
	Iteration 21Q: 3 clusters Score -8974861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -8974883.000000 Penalty: 5518.049316
	Iteration 22Q: 3 clusters Score -8974883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -8974897.000000 Penalty: 5518.049316
	Iteration 23Q: 3 clusters Score -8974897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -8974904.000000 Penalty: 5518.049316
	Iteration 24Q: 3 clusters Score -8974904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -8974917.000000 Penalty: 5518.049316
	Iteration 25Q: 3 clusters Score -8974917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -8974912.000000 Penalty: 5518.049316
	Iteration 26Q: 3 clusters Score -8974912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -8974922.000000 Penalty: 5518.049316
	Iteration 27Q: 3 clusters Score -8974922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -8974925.000000 Penalty: 5518.049316
	Iteration 28Q: 3 clusters Score -8974925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -8974925.000000 Penalty: 5518.049316
	Iteration 29F: 3 clusters Score -8974925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -300364.062500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -300364.1 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 1239 members 
Entering Unmasked Estep 
Score: -297483.625000 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -297483.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298246.531250 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -298246.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298544.187500 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -298544.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -298716.687500 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -298716.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298856.968750 Penalty: 3880.925049
	Iteration 4F: 3 clusters Score -298857 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -298963.406250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -298963.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -299037.000000 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -299037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -299093.218750 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -299093.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -299130.500000 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -299130.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -299150.718750 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -299150.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -299177.500000 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -299177.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -299203.875000 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -299203.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -299228.875000 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -299228.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -299245.906250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -299245.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -299260.531250 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -299260.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -299272.656250 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -299272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -299282.437500 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -299282.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -299304.000000 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -299304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -299324.062500 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -299324.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -299347.593750 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -299347.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -299373.093750 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -299373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -299399.687500 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -299399.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -299432.406250 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -299432.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -299462.531250 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -299462.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -299493.281250 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -299493.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -299527.812500 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -299527.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -299556.250000 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -299556.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -299596.031250 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -299596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -299615.437500 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -299615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -299632.062500 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -299632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -299636.656250 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -299636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -299642.156250 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -299642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -299649.625000 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -299649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -299661.406250 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -299661.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -299675.187500 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -299675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -299682.906250 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -299682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -299689.375000 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -299689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -299693.093750 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -299693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -299698.000000 Penalty: 3880.925049
	Iteration 38Q: 3 clusters Score -299698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -299701.593750 Penalty: 3880.925049
	Iteration 39Q: 3 clusters Score -299701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -299704.625000 Penalty: 3880.925049
	Iteration 40F: 3 clusters Score -299704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -299706.875000 Penalty: 3880.925049
	Iteration 41Q: 3 clusters Score -299706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -299711.500000 Penalty: 3880.925049
	Iteration 42Q: 3 clusters Score -299711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -299711.500000 Penalty: 3880.925049
	Iteration 43F: 3 clusters Score -299711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Entering Unmasked Estep 
Score: -10527352.000000 Penalty: 2797.802002
	Iteration 0F: 2 clusters Score -1.052735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -10474376.000000 Penalty: 5595.604004
	Iteration 0F: 3 clusters Score -1.047438e+07 nChanged 37070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -10496013.000000 Penalty: 5595.604004
	Iteration 1F: 3 clusters Score -1.049601e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -10496973.000000 Penalty: 5595.604004
	Iteration 2Q: 3 clusters Score -1.049697e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -10498180.000000 Penalty: 5595.604004
	Iteration 3Q: 3 clusters Score -1.049818e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -10499708.000000 Penalty: 5595.604004
	Iteration 4Q: 3 clusters Score -1.049971e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -10501972.000000 Penalty: 5595.604004
	Iteration 5F: 3 clusters Score -1.050197e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -10505152.000000 Penalty: 5595.604004
	Iteration 6F: 3 clusters Score -1.050515e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -10509385.000000 Penalty: 5595.604004
	Iteration 7F: 3 clusters Score -1.050938e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -10513494.000000 Penalty: 5595.604004
	Iteration 8F: 3 clusters Score -1.051349e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -10516887.000000 Penalty: 5595.604004
	Iteration 9Q: 3 clusters Score -1.051689e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -10519427.000000 Penalty: 5595.604004
	Iteration 10Q: 3 clusters Score -1.051943e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -10521108.000000 Penalty: 5595.604004
	Iteration 11Q: 3 clusters Score -1.052111e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -10522314.000000 Penalty: 5595.604004
	Iteration 12Q: 3 clusters Score -1.052231e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10523173.000000 Penalty: 5595.604004
	Iteration 13Q: 3 clusters Score -1.052317e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10523667.000000 Penalty: 5595.604004
	Iteration 14Q: 3 clusters Score -1.052367e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10524042.000000 Penalty: 5595.604004
	Iteration 15Q: 3 clusters Score -1.052404e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10524309.000000 Penalty: 5595.604004
	Iteration 16Q: 3 clusters Score -1.052431e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10524466.000000 Penalty: 5595.604004
	Iteration 17Q: 3 clusters Score -1.052447e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10524542.000000 Penalty: 5595.604004
	Iteration 18Q: 3 clusters Score -1.052454e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10524623.000000 Penalty: 5595.604004
	Iteration 19Q: 3 clusters Score -1.052462e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10524690.000000 Penalty: 5595.604004
	Iteration 20F: 3 clusters Score -1.052469e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10524738.000000 Penalty: 5595.604004
	Iteration 21Q: 3 clusters Score -1.052474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10524757.000000 Penalty: 5595.604004
	Iteration 22Q: 3 clusters Score -1.052476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10524774.000000 Penalty: 5595.604004
	Iteration 23Q: 3 clusters Score -1.052477e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10524803.000000 Penalty: 5595.604004
	Iteration 24Q: 3 clusters Score -1.05248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10524826.000000 Penalty: 5595.604004
	Iteration 25Q: 3 clusters Score -1.052483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10524845.000000 Penalty: 5595.604004
	Iteration 26Q: 3 clusters Score -1.052484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10524862.000000 Penalty: 5595.604004
	Iteration 27Q: 3 clusters Score -1.052486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10524878.000000 Penalty: 5595.604004
	Iteration 28Q: 3 clusters Score -1.052488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10524886.000000 Penalty: 5595.604004
	Iteration 29Q: 3 clusters Score -1.052489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10524900.000000 Penalty: 5595.604004
	Iteration 30Q: 3 clusters Score -1.05249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10524906.000000 Penalty: 5595.604004
	Iteration 31Q: 3 clusters Score -1.052491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10524918.000000 Penalty: 5595.604004
	Iteration 32Q: 3 clusters Score -1.052492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10524922.000000 Penalty: 5595.604004
	Iteration 33Q: 3 clusters Score -1.052492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10524940.000000 Penalty: 5595.604004
	Iteration 34Q: 3 clusters Score -1.052494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10524944.000000 Penalty: 5595.604004
	Iteration 35Q: 3 clusters Score -1.052494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10524956.000000 Penalty: 5595.604004
	Iteration 36Q: 3 clusters Score -1.052496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10524965.000000 Penalty: 5595.604004
	Iteration 37Q: 3 clusters Score -1.052496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10524963.000000 Penalty: 5595.604004
	Iteration 38Q: 3 clusters Score -1.052496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10524976.000000 Penalty: 5595.604004
	Iteration 39Q: 3 clusters Score -1.052498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10524971.000000 Penalty: 5595.604004
	Iteration 40F: 3 clusters Score -1.052497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10524977.000000 Penalty: 5595.604004
	Iteration 41Q: 3 clusters Score -1.052498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10524975.000000 Penalty: 5595.604004
	Iteration 42Q: 3 clusters Score -1.052498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10524975.000000 Penalty: 5595.604004
	Iteration 43Q: 3 clusters Score -1.052498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10524988.000000 Penalty: 5595.604004
	Iteration 44Q: 3 clusters Score -1.052499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10524993.000000 Penalty: 5595.604004
	Iteration 45Q: 3 clusters Score -1.052499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10524989.000000 Penalty: 5595.604004
	Iteration 46Q: 3 clusters Score -1.052499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10524997.000000 Penalty: 5595.604004
	Iteration 47Q: 3 clusters Score -1.0525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10524998.000000 Penalty: 5595.604004
	Iteration 48Q: 3 clusters Score -1.0525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10524998.000000 Penalty: 5595.604004
	Iteration 49F: 3 clusters Score -1.0525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Entering Unmasked Estep 
Score: -18202122.000000 Penalty: 2931.605713
	Iteration 0F: 2 clusters Score -1.820212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -18112924.000000 Penalty: 5863.211426
	Iteration 0F: 3 clusters Score -1.811292e+07 nChanged 64768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -18149906.000000 Penalty: 5863.211426
	Iteration 1F: 3 clusters Score -1.814991e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -18150668.000000 Penalty: 5863.211426
	Iteration 2Q: 3 clusters Score -1.815067e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -18151638.000000 Penalty: 5863.211426
	Iteration 3Q: 3 clusters Score -1.815164e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -18153008.000000 Penalty: 5863.211426
	Iteration 4Q: 3 clusters Score -1.815301e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -18154996.000000 Penalty: 5863.211426
	Iteration 5Q: 3 clusters Score -1.8155e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -18157786.000000 Penalty: 5863.211426
	Iteration 6Q: 3 clusters Score -1.815779e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -18162164.000000 Penalty: 5863.211426
	Iteration 7F: 3 clusters Score -1.816216e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -18167798.000000 Penalty: 5863.211426
	Iteration 8F: 3 clusters Score -1.81678e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -18173550.000000 Penalty: 5863.211426
	Iteration 9F: 3 clusters Score -1.817355e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -18178972.000000 Penalty: 5863.211426
	Iteration 10F: 3 clusters Score -1.817897e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -18184196.000000 Penalty: 5863.211426
	Iteration 11F: 3 clusters Score -1.81842e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -18188854.000000 Penalty: 5863.211426
	Iteration 12F: 3 clusters Score -1.818885e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -18191980.000000 Penalty: 5863.211426
	Iteration 13Q: 3 clusters Score -1.819198e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -18193958.000000 Penalty: 5863.211426
	Iteration 14Q: 3 clusters Score -1.819396e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -18195422.000000 Penalty: 5863.211426
	Iteration 15Q: 3 clusters Score -1.819542e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -18196354.000000 Penalty: 5863.211426
	Iteration 16Q: 3 clusters Score -1.819635e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -18197018.000000 Penalty: 5863.211426
	Iteration 17Q: 3 clusters Score -1.819702e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -18197462.000000 Penalty: 5863.211426
	Iteration 18Q: 3 clusters Score -1.819746e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -18197622.000000 Penalty: 5863.211426
	Iteration 19Q: 3 clusters Score -1.819762e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -18197878.000000 Penalty: 5863.211426
	Iteration 20F: 3 clusters Score -1.819788e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -18198026.000000 Penalty: 5863.211426
	Iteration 21Q: 3 clusters Score -1.819803e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -18198126.000000 Penalty: 5863.211426
	Iteration 22Q: 3 clusters Score -1.819813e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -18198198.000000 Penalty: 5863.211426
	Iteration 23Q: 3 clusters Score -1.81982e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -18198282.000000 Penalty: 5863.211426
	Iteration 24Q: 3 clusters Score -1.819828e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -18198348.000000 Penalty: 5863.211426
	Iteration 25Q: 3 clusters Score -1.819835e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -18198388.000000 Penalty: 5863.211426
	Iteration 26Q: 3 clusters Score -1.819839e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -18198464.000000 Penalty: 5863.211426
	Iteration 27Q: 3 clusters Score -1.819846e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -18198480.000000 Penalty: 5863.211426
	Iteration 28Q: 3 clusters Score -1.819848e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -18198570.000000 Penalty: 5863.211426
	Iteration 29Q: 3 clusters Score -1.819857e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -18198648.000000 Penalty: 5863.211426
	Iteration 30Q: 3 clusters Score -1.819865e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -18198670.000000 Penalty: 5863.211426
	Iteration 31Q: 3 clusters Score -1.819867e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -18198764.000000 Penalty: 5863.211426
	Iteration 32Q: 3 clusters Score -1.819876e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -18198790.000000 Penalty: 5863.211426
	Iteration 33Q: 3 clusters Score -1.819879e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -18198814.000000 Penalty: 5863.211426
	Iteration 34Q: 3 clusters Score -1.819881e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -18198842.000000 Penalty: 5863.211426
	Iteration 35Q: 3 clusters Score -1.819884e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -18198860.000000 Penalty: 5863.211426
	Iteration 36Q: 3 clusters Score -1.819886e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -18198862.000000 Penalty: 5863.211426
	Iteration 37Q: 3 clusters Score -1.819886e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -18198840.000000 Penalty: 5863.211426
	Iteration 38Q: 3 clusters Score -1.819884e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -18198900.000000 Penalty: 5863.211426
	Iteration 39Q: 3 clusters Score -1.81989e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -18198942.000000 Penalty: 5863.211426
	Iteration 40F: 3 clusters Score -1.819894e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -18198954.000000 Penalty: 5863.211426
	Iteration 41Q: 3 clusters Score -1.819895e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -18199006.000000 Penalty: 5863.211426
	Iteration 42Q: 3 clusters Score -1.819901e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -18199096.000000 Penalty: 5863.211426
	Iteration 43Q: 3 clusters Score -1.81991e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -18199116.000000 Penalty: 5863.211426
	Iteration 44Q: 3 clusters Score -1.819912e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -18199134.000000 Penalty: 5863.211426
	Iteration 45Q: 3 clusters Score -1.819913e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -18199178.000000 Penalty: 5863.211426
	Iteration 46Q: 3 clusters Score -1.819918e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -18199210.000000 Penalty: 5863.211426
	Iteration 47Q: 3 clusters Score -1.819921e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -18199264.000000 Penalty: 5863.211426
	Iteration 48Q: 3 clusters Score -1.819926e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -18199294.000000 Penalty: 5863.211426
	Iteration 49Q: 3 clusters Score -1.819929e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -18199276.000000 Penalty: 5863.211426
	Iteration 50Q: 3 clusters Score -1.819928e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -18199346.000000 Penalty: 5863.211426
	Iteration 51Q: 3 clusters Score -1.819935e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -18199360.000000 Penalty: 5863.211426
	Iteration 52Q: 3 clusters Score -1.819936e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -18199332.000000 Penalty: 5863.211426
	Iteration 53Q: 3 clusters Score -1.819933e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -18199434.000000 Penalty: 5863.211426
	Iteration 54Q: 3 clusters Score -1.819943e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -18199410.000000 Penalty: 5863.211426
	Iteration 55Q: 3 clusters Score -1.819941e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -18199454.000000 Penalty: 5863.211426
	Iteration 56Q: 3 clusters Score -1.819945e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -18199494.000000 Penalty: 5863.211426
	Iteration 57Q: 3 clusters Score -1.819949e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -18199512.000000 Penalty: 5863.211426
	Iteration 58Q: 3 clusters Score -1.819951e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -18199586.000000 Penalty: 5863.211426
	Iteration 59Q: 3 clusters Score -1.819959e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -18199598.000000 Penalty: 5863.211426
	Iteration 60F: 3 clusters Score -1.81996e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -18199610.000000 Penalty: 5863.211426
	Iteration 61Q: 3 clusters Score -1.819961e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -18199642.000000 Penalty: 5863.211426
	Iteration 62Q: 3 clusters Score -1.819964e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -18199664.000000 Penalty: 5863.211426
	Iteration 63Q: 3 clusters Score -1.819966e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -18199694.000000 Penalty: 5863.211426
	Iteration 64Q: 3 clusters Score -1.819969e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -18199712.000000 Penalty: 5863.211426
	Iteration 65Q: 3 clusters Score -1.819971e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -18199710.000000 Penalty: 5863.211426
	Iteration 66Q: 3 clusters Score -1.819971e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -18199728.000000 Penalty: 5863.211426
	Iteration 67Q: 3 clusters Score -1.819973e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -18199666.000000 Penalty: 5863.211426
	Iteration 68Q: 3 clusters Score -1.819967e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -18199678.000000 Penalty: 5863.211426
	Iteration 69Q: 3 clusters Score -1.819968e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -18199698.000000 Penalty: 5863.211426
	Iteration 70Q: 3 clusters Score -1.81997e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -18199704.000000 Penalty: 5863.211426
	Iteration 71Q: 3 clusters Score -1.81997e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -18199762.000000 Penalty: 5863.211426
	Iteration 72Q: 3 clusters Score -1.819976e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -18199774.000000 Penalty: 5863.211426
	Iteration 73Q: 3 clusters Score -1.819977e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -18199764.000000 Penalty: 5863.211426
	Iteration 74Q: 3 clusters Score -1.819976e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -18199768.000000 Penalty: 5863.211426
	Iteration 75Q: 3 clusters Score -1.819977e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
Score: -18199780.000000 Penalty: 5863.211426
	Iteration 76Q: 3 clusters Score -1.819978e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 109569 members 
Entering Unmasked Estep 
Score: -18199746.000000 Penalty: 5863.211426
	Iteration 77Q: 3 clusters Score -1.819975e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -18199760.000000 Penalty: 5863.211426
	Iteration 78Q: 3 clusters Score -1.819976e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -18199754.000000 Penalty: 5863.211426
	Iteration 79Q: 3 clusters Score -1.819975e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -18199744.000000 Penalty: 5863.211426
	Iteration 80F: 3 clusters Score -1.819974e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -18199754.000000 Penalty: 5863.211426
	Iteration 81Q: 3 clusters Score -1.819975e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -18199818.000000 Penalty: 5863.211426
	Iteration 82Q: 3 clusters Score -1.819982e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -18199830.000000 Penalty: 5863.211426
	Iteration 83Q: 3 clusters Score -1.819983e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -18199882.000000 Penalty: 5863.211426
	Iteration 84Q: 3 clusters Score -1.819988e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -18199918.000000 Penalty: 5863.211426
	Iteration 85Q: 3 clusters Score -1.819992e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -18199898.000000 Penalty: 5863.211426
	Iteration 86Q: 3 clusters Score -1.81999e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -18199942.000000 Penalty: 5863.211426
	Iteration 87Q: 3 clusters Score -1.819994e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -18199932.000000 Penalty: 5863.211426
	Iteration 88Q: 3 clusters Score -1.819993e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -18199952.000000 Penalty: 5863.211426
	Iteration 89Q: 3 clusters Score -1.819995e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -18199928.000000 Penalty: 5863.211426
	Iteration 90Q: 3 clusters Score -1.819993e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -18199944.000000 Penalty: 5863.211426
	Iteration 91Q: 3 clusters Score -1.819994e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -18199968.000000 Penalty: 5863.211426
	Iteration 92Q: 3 clusters Score -1.819997e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -18199988.000000 Penalty: 5863.211426
	Iteration 93Q: 3 clusters Score -1.819999e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 112562 members 
Entering Unmasked Estep 
Score: -18200008.000000 Penalty: 5863.211426
	Iteration 94Q: 3 clusters Score -1.820001e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -18200018.000000 Penalty: 5863.211426
	Iteration 95Q: 3 clusters Score -1.820002e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -18200054.000000 Penalty: 5863.211426
	Iteration 96Q: 3 clusters Score -1.820005e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -18200020.000000 Penalty: 5863.211426
	Iteration 97Q: 3 clusters Score -1.820002e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -18200070.000000 Penalty: 5863.211426
	Iteration 98Q: 3 clusters Score -1.820007e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -18200068.000000 Penalty: 5863.211426
	Iteration 99Q: 3 clusters Score -1.820007e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -18200050.000000 Penalty: 5863.211426
	Iteration 100F: 3 clusters Score -1.820005e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -18200046.000000 Penalty: 5863.211426
	Iteration 101Q: 3 clusters Score -1.820005e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -18200042.000000 Penalty: 5863.211426
	Iteration 102Q: 3 clusters Score -1.820004e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -18200100.000000 Penalty: 5863.211426
	Iteration 103Q: 3 clusters Score -1.82001e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -18200124.000000 Penalty: 5863.211426
	Iteration 104Q: 3 clusters Score -1.820012e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -18200094.000000 Penalty: 5863.211426
	Iteration 105Q: 3 clusters Score -1.820009e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -18200134.000000 Penalty: 5863.211426
	Iteration 106Q: 3 clusters Score -1.820013e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -18200148.000000 Penalty: 5863.211426
	Iteration 107Q: 3 clusters Score -1.820015e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -18200172.000000 Penalty: 5863.211426
	Iteration 108Q: 3 clusters Score -1.820017e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -18200186.000000 Penalty: 5863.211426
	Iteration 109Q: 3 clusters Score -1.820019e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -18200242.000000 Penalty: 5863.211426
	Iteration 110Q: 3 clusters Score -1.820024e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -18200258.000000 Penalty: 5863.211426
	Iteration 111Q: 3 clusters Score -1.820026e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -18200248.000000 Penalty: 5863.211426
	Iteration 112Q: 3 clusters Score -1.820025e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -18200278.000000 Penalty: 5863.211426
	Iteration 113Q: 3 clusters Score -1.820028e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 115629 members 
Entering Unmasked Estep 
Score: -18200286.000000 Penalty: 5863.211426
	Iteration 114Q: 3 clusters Score -1.820029e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -18200292.000000 Penalty: 5863.211426
	Iteration 115Q: 3 clusters Score -1.820029e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -18200306.000000 Penalty: 5863.211426
	Iteration 116Q: 3 clusters Score -1.820031e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -18200252.000000 Penalty: 5863.211426
	Iteration 117Q: 3 clusters Score -1.820025e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18200258.000000 Penalty: 5863.211426
	Iteration 118Q: 3 clusters Score -1.820026e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -18200294.000000 Penalty: 5863.211426
	Iteration 119Q: 3 clusters Score -1.820029e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -18200334.000000 Penalty: 5863.211426
	Iteration 120F: 3 clusters Score -1.820033e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -18200326.000000 Penalty: 5863.211426
	Iteration 121Q: 3 clusters Score -1.820033e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -18200350.000000 Penalty: 5863.211426
	Iteration 122Q: 3 clusters Score -1.820035e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
Score: -18200334.000000 Penalty: 5863.211426
	Iteration 123Q: 3 clusters Score -1.820033e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -18200350.000000 Penalty: 5863.211426
	Iteration 124Q: 3 clusters Score -1.820035e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
Score: -18200400.000000 Penalty: 5863.211426
	Iteration 125Q: 3 clusters Score -1.82004e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -18200462.000000 Penalty: 5863.211426
	Iteration 126Q: 3 clusters Score -1.820046e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -18200460.000000 Penalty: 5863.211426
	Iteration 127Q: 3 clusters Score -1.820046e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -18200536.000000 Penalty: 5863.211426
	Iteration 128Q: 3 clusters Score -1.820054e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 118333 members 
Entering Unmasked Estep 
Score: -18200524.000000 Penalty: 5863.211426
	Iteration 129Q: 3 clusters Score -1.820052e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -18200548.000000 Penalty: 5863.211426
	Iteration 130Q: 3 clusters Score -1.820055e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 118639 members 
Entering Unmasked Estep 
Score: -18200534.000000 Penalty: 5863.211426
	Iteration 131Q: 3 clusters Score -1.820053e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 118790 members 
Entering Unmasked Estep 
Score: -18200562.000000 Penalty: 5863.211426
	Iteration 132Q: 3 clusters Score -1.820056e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -18200592.000000 Penalty: 5863.211426
	Iteration 133Q: 3 clusters Score -1.820059e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -18200670.000000 Penalty: 5863.211426
	Iteration 134Q: 3 clusters Score -1.820067e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -18200656.000000 Penalty: 5863.211426
	Iteration 135Q: 3 clusters Score -1.820066e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -18200664.000000 Penalty: 5863.211426
	Iteration 136Q: 3 clusters Score -1.820066e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -18200658.000000 Penalty: 5863.211426
	Iteration 137Q: 3 clusters Score -1.820066e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -18200688.000000 Penalty: 5863.211426
	Iteration 138Q: 3 clusters Score -1.820069e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 119885 members 
Entering Unmasked Estep 
Score: -18200662.000000 Penalty: 5863.211426
	Iteration 139Q: 3 clusters Score -1.820066e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 120055 members 
Entering Unmasked Estep 
Score: -18200710.000000 Penalty: 5863.211426
	Iteration 140F: 3 clusters Score -1.820071e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -18200750.000000 Penalty: 5863.211426
	Iteration 141Q: 3 clusters Score -1.820075e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -18200748.000000 Penalty: 5863.211426
	Iteration 142Q: 3 clusters Score -1.820075e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -18200798.000000 Penalty: 5863.211426
	Iteration 143Q: 3 clusters Score -1.82008e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -18200766.000000 Penalty: 5863.211426
	Iteration 144Q: 3 clusters Score -1.820077e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -18200756.000000 Penalty: 5863.211426
	Iteration 145Q: 3 clusters Score -1.820076e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -18200774.000000 Penalty: 5863.211426
	Iteration 146Q: 3 clusters Score -1.820077e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -18200778.000000 Penalty: 5863.211426
	Iteration 147Q: 3 clusters Score -1.820078e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -18200790.000000 Penalty: 5863.211426
	Iteration 148Q: 3 clusters Score -1.820079e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -18200812.000000 Penalty: 5863.211426
	Iteration 149Q: 3 clusters Score -1.820081e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -18200828.000000 Penalty: 5863.211426
	Iteration 150Q: 3 clusters Score -1.820083e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -18200824.000000 Penalty: 5863.211426
	Iteration 151Q: 3 clusters Score -1.820082e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 121821 members 
Entering Unmasked Estep 
Score: -18200792.000000 Penalty: 5863.211426
	Iteration 152Q: 3 clusters Score -1.820079e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 121988 members 
Entering Unmasked Estep 
Score: -18200790.000000 Penalty: 5863.211426
	Iteration 153Q: 3 clusters Score -1.820079e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -18200766.000000 Penalty: 5863.211426
	Iteration 154Q: 3 clusters Score -1.820077e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -18200732.000000 Penalty: 5863.211426
	Iteration 155Q: 3 clusters Score -1.820073e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 122506 members 
Entering Unmasked Estep 
Score: -18200722.000000 Penalty: 5863.211426
	Iteration 156Q: 3 clusters Score -1.820072e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -18200744.000000 Penalty: 5863.211426
	Iteration 157Q: 3 clusters Score -1.820074e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -18200716.000000 Penalty: 5863.211426
	Iteration 158Q: 3 clusters Score -1.820072e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -18200746.000000 Penalty: 5863.211426
	Iteration 159Q: 3 clusters Score -1.820075e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
Score: -18200764.000000 Penalty: 5863.211426
	Iteration 160F: 3 clusters Score -1.820076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -18200740.000000 Penalty: 5863.211426
	Iteration 161Q: 3 clusters Score -1.820074e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -18200784.000000 Penalty: 5863.211426
	Iteration 162Q: 3 clusters Score -1.820078e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -18200780.000000 Penalty: 5863.211426
	Iteration 163Q: 3 clusters Score -1.820078e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -18200786.000000 Penalty: 5863.211426
	Iteration 164Q: 3 clusters Score -1.820079e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -18200822.000000 Penalty: 5863.211426
	Iteration 165Q: 3 clusters Score -1.820082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -18200810.000000 Penalty: 5863.211426
	Iteration 166Q: 3 clusters Score -1.820081e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 123790 members 
Entering Unmasked Estep 
Score: -18200846.000000 Penalty: 5863.211426
	Iteration 167Q: 3 clusters Score -1.820085e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -18200834.000000 Penalty: 5863.211426
	Iteration 168Q: 3 clusters Score -1.820083e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -18200830.000000 Penalty: 5863.211426
	Iteration 169Q: 3 clusters Score -1.820083e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 124200 members 
Entering Unmasked Estep 
Score: -18200826.000000 Penalty: 5863.211426
	Iteration 170Q: 3 clusters Score -1.820083e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -18200848.000000 Penalty: 5863.211426
	Iteration 171Q: 3 clusters Score -1.820085e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 124488 members 
Entering Unmasked Estep 
Score: -18200874.000000 Penalty: 5863.211426
	Iteration 172Q: 3 clusters Score -1.820087e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -18200844.000000 Penalty: 5863.211426
	Iteration 173Q: 3 clusters Score -1.820084e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -18200802.000000 Penalty: 5863.211426
	Iteration 174Q: 3 clusters Score -1.82008e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -18200796.000000 Penalty: 5863.211426
	Iteration 175Q: 3 clusters Score -1.82008e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -18200828.000000 Penalty: 5863.211426
	Iteration 176Q: 3 clusters Score -1.820083e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -18200870.000000 Penalty: 5863.211426
	Iteration 177Q: 3 clusters Score -1.820087e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -18200872.000000 Penalty: 5863.211426
	Iteration 178Q: 3 clusters Score -1.820087e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -18200878.000000 Penalty: 5863.211426
	Iteration 179Q: 3 clusters Score -1.820088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -18200878.000000 Penalty: 5863.211426
	Iteration 180F: 3 clusters Score -1.820088e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -18200912.000000 Penalty: 5863.211426
	Iteration 181Q: 3 clusters Score -1.820091e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -18200934.000000 Penalty: 5863.211426
	Iteration 182Q: 3 clusters Score -1.820093e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -18200998.000000 Penalty: 5863.211426
	Iteration 183Q: 3 clusters Score -1.8201e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -18200982.000000 Penalty: 5863.211426
	Iteration 184Q: 3 clusters Score -1.820098e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 126131 members 
Entering Unmasked Estep 
Score: -18201004.000000 Penalty: 5863.211426
	Iteration 185Q: 3 clusters Score -1.8201e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 126285 members 
Entering Unmasked Estep 
Score: -18201024.000000 Penalty: 5863.211426
	Iteration 186Q: 3 clusters Score -1.820102e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -18201036.000000 Penalty: 5863.211426
	Iteration 187Q: 3 clusters Score -1.820104e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -18200992.000000 Penalty: 5863.211426
	Iteration 188Q: 3 clusters Score -1.820099e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -18201006.000000 Penalty: 5863.211426
	Iteration 189Q: 3 clusters Score -1.820101e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -18200998.000000 Penalty: 5863.211426
	Iteration 190Q: 3 clusters Score -1.8201e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -18201034.000000 Penalty: 5863.211426
	Iteration 191Q: 3 clusters Score -1.820103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -18201010.000000 Penalty: 5863.211426
	Iteration 192Q: 3 clusters Score -1.820101e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -18201056.000000 Penalty: 5863.211426
	Iteration 193Q: 3 clusters Score -1.820106e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 127348 members 
Entering Unmasked Estep 
Score: -18201060.000000 Penalty: 5863.211426
	Iteration 194Q: 3 clusters Score -1.820106e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -18201098.000000 Penalty: 5863.211426
	Iteration 195Q: 3 clusters Score -1.82011e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -18201112.000000 Penalty: 5863.211426
	Iteration 196Q: 3 clusters Score -1.820111e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 127691 members 
Entering Unmasked Estep 
Score: -18201100.000000 Penalty: 5863.211426
	Iteration 197Q: 3 clusters Score -1.82011e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -18201172.000000 Penalty: 5863.211426
	Iteration 198Q: 3 clusters Score -1.820117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 127895 members 
Entering Unmasked Estep 
Score: -18201178.000000 Penalty: 5863.211426
	Iteration 199Q: 3 clusters Score -1.820118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -18201148.000000 Penalty: 5863.211426
	Iteration 200F: 3 clusters Score -1.820115e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -18201160.000000 Penalty: 5863.211426
	Iteration 201Q: 3 clusters Score -1.820116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 128116 members 
Entering Unmasked Estep 
Score: -18201126.000000 Penalty: 5863.211426
	Iteration 202Q: 3 clusters Score -1.820113e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -18201114.000000 Penalty: 5863.211426
	Iteration 203Q: 3 clusters Score -1.820111e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 128246 members 
Entering Unmasked Estep 
Score: -18201116.000000 Penalty: 5863.211426
	Iteration 204Q: 3 clusters Score -1.820112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -18201132.000000 Penalty: 5863.211426
	Iteration 205Q: 3 clusters Score -1.820113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -18201158.000000 Penalty: 5863.211426
	Iteration 206Q: 3 clusters Score -1.820116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -18201186.000000 Penalty: 5863.211426
	Iteration 207Q: 3 clusters Score -1.820119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 128389 members 
Entering Unmasked Estep 
Score: -18201172.000000 Penalty: 5863.211426
	Iteration 208Q: 3 clusters Score -1.820117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -18201182.000000 Penalty: 5863.211426
	Iteration 209Q: 3 clusters Score -1.820118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 128455 members 
Entering Unmasked Estep 
Score: -18201194.000000 Penalty: 5863.211426
	Iteration 210Q: 3 clusters Score -1.820119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -18201190.000000 Penalty: 5863.211426
	Iteration 211Q: 3 clusters Score -1.820119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -18201198.000000 Penalty: 5863.211426
	Iteration 212Q: 3 clusters Score -1.82012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 5863.211426
	Iteration 213Q: 3 clusters Score -1.820118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -18201172.000000 Penalty: 5863.211426
	Iteration 214Q: 3 clusters Score -1.820117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -18201172.000000 Penalty: 5863.211426
	Iteration 215Q: 3 clusters Score -1.820117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -18201160.000000 Penalty: 5863.211426
	Iteration 216Q: 3 clusters Score -1.820116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -18201170.000000 Penalty: 5863.211426
	Iteration 217Q: 3 clusters Score -1.820117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -18201158.000000 Penalty: 5863.211426
	Iteration 218Q: 3 clusters Score -1.820116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -18201166.000000 Penalty: 5863.211426
	Iteration 219Q: 3 clusters Score -1.820117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 220F: 3 clusters Score -1.820117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -18201178.000000 Penalty: 5863.211426
	Iteration 221Q: 3 clusters Score -1.820118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 222Q: 3 clusters Score -1.820117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -18201176.000000 Penalty: 5863.211426
	Iteration 223Q: 3 clusters Score -1.820118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -18201162.000000 Penalty: 5863.211426
	Iteration 224Q: 3 clusters Score -1.820116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -18201162.000000 Penalty: 5863.211426
	Iteration 225Q: 3 clusters Score -1.820116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 128678 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 226Q: 3 clusters Score -1.820117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 128693 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 5863.211426
	Iteration 227Q: 3 clusters Score -1.820118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -18201184.000000 Penalty: 5863.211426
	Iteration 228Q: 3 clusters Score -1.820118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 128716 members 
Entering Unmasked Estep 
Score: -18201168.000000 Penalty: 5863.211426
	Iteration 229Q: 3 clusters Score -1.820117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 128730 members 
Entering Unmasked Estep 
Score: -18201188.000000 Penalty: 5863.211426
	Iteration 230Q: 3 clusters Score -1.820119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -18201198.000000 Penalty: 5863.211426
	Iteration 231Q: 3 clusters Score -1.82012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -18201172.000000 Penalty: 5863.211426
	Iteration 232Q: 3 clusters Score -1.820117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -18201168.000000 Penalty: 5863.211426
	Iteration 233Q: 3 clusters Score -1.820117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 128780 members 
Entering Unmasked Estep 
Score: -18201168.000000 Penalty: 5863.211426
	Iteration 234Q: 3 clusters Score -1.820117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 128788 members 
Entering Unmasked Estep 
Score: -18201168.000000 Penalty: 5863.211426
	Iteration 235Q: 3 clusters Score -1.820117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -18201160.000000 Penalty: 5863.211426
	Iteration 236Q: 3 clusters Score -1.820116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 128796 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 5863.211426
	Iteration 237Q: 3 clusters Score -1.820118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -18201178.000000 Penalty: 5863.211426
	Iteration 238Q: 3 clusters Score -1.820118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 239Q: 3 clusters Score -1.820117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 5863.211426
	Iteration 240F: 3 clusters Score -1.820118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 128802 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 241Q: 3 clusters Score -1.820117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 128802 members 
Entering Unmasked Estep 
Score: -18201174.000000 Penalty: 5863.211426
	Iteration 242F: 3 clusters Score -1.820117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Entering Unmasked Estep 
Score: -9204492.000000 Penalty: 2764.239746
	Iteration 0F: 2 clusters Score -9204492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -9158104.000000 Penalty: 5528.479492
	Iteration 0F: 3 clusters Score -9158104 nChanged 32471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -9176339.000000 Penalty: 5528.479492
	Iteration 1F: 3 clusters Score -9176339 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -9176994.000000 Penalty: 5528.479492
	Iteration 2Q: 3 clusters Score -9176994 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9177754.000000 Penalty: 5528.479492
	Iteration 3Q: 3 clusters Score -9177754 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -9178653.000000 Penalty: 5528.479492
	Iteration 4Q: 3 clusters Score -9178653 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -9179938.000000 Penalty: 5528.479492
	Iteration 5Q: 3 clusters Score -9179938 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -9181986.000000 Penalty: 5528.479492
	Iteration 6F: 3 clusters Score -9181986 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -9185368.000000 Penalty: 5528.479492
	Iteration 7F: 3 clusters Score -9185368 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -9190396.000000 Penalty: 5528.479492
	Iteration 8F: 3 clusters Score -9190396 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -9195586.000000 Penalty: 5528.479492
	Iteration 9F: 3 clusters Score -9195586 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -9199058.000000 Penalty: 5528.479492
	Iteration 10F: 3 clusters Score -9199058 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -9200668.000000 Penalty: 5528.479492
	Iteration 11Q: 3 clusters Score -9200668 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9201422.000000 Penalty: 5528.479492
	Iteration 12Q: 3 clusters Score -9201422 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -9201780.000000 Penalty: 5528.479492
	Iteration 13Q: 3 clusters Score -9201780 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -9201967.000000 Penalty: 5528.479492
	Iteration 14Q: 3 clusters Score -9201967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -9202045.000000 Penalty: 5528.479492
	Iteration 15Q: 3 clusters Score -9202045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -9202100.000000 Penalty: 5528.479492
	Iteration 16Q: 3 clusters Score -9202100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -9202149.000000 Penalty: 5528.479492
	Iteration 17Q: 3 clusters Score -9202149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -9202187.000000 Penalty: 5528.479492
	Iteration 18Q: 3 clusters Score -9202187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -9202204.000000 Penalty: 5528.479492
	Iteration 19Q: 3 clusters Score -9202204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9202236.000000 Penalty: 5528.479492
	Iteration 20F: 3 clusters Score -9202236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -9202246.000000 Penalty: 5528.479492
	Iteration 21Q: 3 clusters Score -9202246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -9202246.000000 Penalty: 5528.479492
	Iteration 22Q: 3 clusters Score -9202246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -9202247.000000 Penalty: 5528.479492
	Iteration 23Q: 3 clusters Score -9202247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9202248.000000 Penalty: 5528.479492
	Iteration 24Q: 3 clusters Score -9202248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9202248.000000 Penalty: 5528.479492
	Iteration 25Q: 3 clusters Score -9202248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -9202251.000000 Penalty: 5528.479492
	Iteration 26Q: 3 clusters Score -9202251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -9202251.000000 Penalty: 5528.479492
	Iteration 27F: 3 clusters Score -9202251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Entering Unmasked Estep 
Score: -1996373.750000 Penalty: 2390.052002
	Iteration 0F: 2 clusters Score -1996374 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 7655 members 
Entering Unmasked Estep 
Score: -1985341.250000 Penalty: 4780.104004
	Iteration 0F: 3 clusters Score -1985341 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1989099.250000 Penalty: 4780.104004
	Iteration 1F: 3 clusters Score -1989099 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1989882.125000 Penalty: 4780.104004
	Iteration 2F: 3 clusters Score -1989882 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1990775.500000 Penalty: 4780.104004
	Iteration 3F: 3 clusters Score -1990776 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1991639.000000 Penalty: 4780.104004
	Iteration 4F: 3 clusters Score -1991639 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1992329.125000 Penalty: 4780.104004
	Iteration 5F: 3 clusters Score -1992329 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1992783.375000 Penalty: 4780.104004
	Iteration 6F: 3 clusters Score -1992783 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1993097.500000 Penalty: 4780.104004
	Iteration 7Q: 3 clusters Score -1993098 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1993318.250000 Penalty: 4780.104004
	Iteration 8Q: 3 clusters Score -1993318 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1993486.500000 Penalty: 4780.104004
	Iteration 9Q: 3 clusters Score -1993486 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1993609.750000 Penalty: 4780.104004
	Iteration 10Q: 3 clusters Score -1993610 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1993723.125000 Penalty: 4780.104004
	Iteration 11Q: 3 clusters Score -1993723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1993844.125000 Penalty: 4780.104004
	Iteration 12Q: 3 clusters Score -1993844 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1993944.625000 Penalty: 4780.104004
	Iteration 13Q: 3 clusters Score -1993945 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1994043.375000 Penalty: 4780.104004
	Iteration 14Q: 3 clusters Score -1994043 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1994156.500000 Penalty: 4780.104004
	Iteration 15Q: 3 clusters Score -1994156 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1994245.625000 Penalty: 4780.104004
	Iteration 16Q: 3 clusters Score -1994246 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1994326.500000 Penalty: 4780.104004
	Iteration 17Q: 3 clusters Score -1994326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1994414.375000 Penalty: 4780.104004
	Iteration 18Q: 3 clusters Score -1994414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1994480.250000 Penalty: 4780.104004
	Iteration 19Q: 3 clusters Score -1994480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1994552.625000 Penalty: 4780.104004
	Iteration 20F: 3 clusters Score -1994553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1994634.375000 Penalty: 4780.104004
	Iteration 21Q: 3 clusters Score -1994634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1994693.375000 Penalty: 4780.104004
	Iteration 22Q: 3 clusters Score -1994693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1994752.250000 Penalty: 4780.104004
	Iteration 23Q: 3 clusters Score -1994752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1994799.250000 Penalty: 4780.104004
	Iteration 24Q: 3 clusters Score -1994799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1994842.875000 Penalty: 4780.104004
	Iteration 25Q: 3 clusters Score -1994843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1994874.750000 Penalty: 4780.104004
	Iteration 26Q: 3 clusters Score -1994875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1994902.625000 Penalty: 4780.104004
	Iteration 27Q: 3 clusters Score -1994903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1994932.000000 Penalty: 4780.104004
	Iteration 28Q: 3 clusters Score -1994932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1994952.500000 Penalty: 4780.104004
	Iteration 29Q: 3 clusters Score -1994952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1994970.000000 Penalty: 4780.104004
	Iteration 30Q: 3 clusters Score -1994970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1994985.250000 Penalty: 4780.104004
	Iteration 31Q: 3 clusters Score -1994985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1995004.250000 Penalty: 4780.104004
	Iteration 32Q: 3 clusters Score -1995004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1995022.250000 Penalty: 4780.104004
	Iteration 33Q: 3 clusters Score -1995022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1995041.875000 Penalty: 4780.104004
	Iteration 34Q: 3 clusters Score -1995042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1995050.250000 Penalty: 4780.104004
	Iteration 35Q: 3 clusters Score -1995050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1995058.125000 Penalty: 4780.104004
	Iteration 36Q: 3 clusters Score -1995058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1995068.000000 Penalty: 4780.104004
	Iteration 37Q: 3 clusters Score -1995068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1995073.250000 Penalty: 4780.104004
	Iteration 38Q: 3 clusters Score -1995073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1995084.625000 Penalty: 4780.104004
	Iteration 39Q: 3 clusters Score -1995085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1995095.000000 Penalty: 4780.104004
	Iteration 40F: 3 clusters Score -1995095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1995107.875000 Penalty: 4780.104004
	Iteration 41Q: 3 clusters Score -1995108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1995115.875000 Penalty: 4780.104004
	Iteration 42Q: 3 clusters Score -1995116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1995120.000000 Penalty: 4780.104004
	Iteration 43Q: 3 clusters Score -1995120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1995125.375000 Penalty: 4780.104004
	Iteration 44Q: 3 clusters Score -1995125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1995127.000000 Penalty: 4780.104004
	Iteration 45Q: 3 clusters Score -1995127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1995131.625000 Penalty: 4780.104004
	Iteration 46Q: 3 clusters Score -1995132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1995131.875000 Penalty: 4780.104004
	Iteration 47Q: 3 clusters Score -1995132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1995134.625000 Penalty: 4780.104004
	Iteration 48Q: 3 clusters Score -1995135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1995137.750000 Penalty: 4780.104004
	Iteration 49Q: 3 clusters Score -1995138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1995141.375000 Penalty: 4780.104004
	Iteration 50Q: 3 clusters Score -1995141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1995141.000000 Penalty: 4780.104004
	Iteration 51Q: 3 clusters Score -1995141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1995138.625000 Penalty: 4780.104004
	Iteration 52Q: 3 clusters Score -1995139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1995138.625000 Penalty: 4780.104004
	Iteration 53F: 3 clusters Score -1995139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128120 members 
Entering Unmasked Estep 
Score: -17315430.000000 Penalty: 2916.659180
	Iteration 0F: 2 clusters Score -1.731543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -17230992.000000 Penalty: 5833.318359
	Iteration 0F: 3 clusters Score -1.723099e+07 nChanged 60871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -17265842.000000 Penalty: 5833.318359
	Iteration 1F: 3 clusters Score -1.726584e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -17267038.000000 Penalty: 5833.318359
	Iteration 2Q: 3 clusters Score -1.726704e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -17269108.000000 Penalty: 5833.318359
	Iteration 3Q: 3 clusters Score -1.726911e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -17272612.000000 Penalty: 5833.318359
	Iteration 4F: 3 clusters Score -1.727261e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -17279352.000000 Penalty: 5833.318359
	Iteration 5F: 3 clusters Score -1.727935e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -17289750.000000 Penalty: 5833.318359
	Iteration 6F: 3 clusters Score -1.728975e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -17301150.000000 Penalty: 5833.318359
	Iteration 7F: 3 clusters Score -1.730115e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17308976.000000 Penalty: 5833.318359
	Iteration 8F: 3 clusters Score -1.730898e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127102 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -17311784.000000 Penalty: 5833.318359
	Iteration 9Q: 3 clusters Score -1.731178e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17312480.000000 Penalty: 5833.318359
	Iteration 10Q: 3 clusters Score -1.731248e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17312650.000000 Penalty: 5833.318359
	Iteration 11Q: 3 clusters Score -1.731265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17312726.000000 Penalty: 5833.318359
	Iteration 12Q: 3 clusters Score -1.731273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17312780.000000 Penalty: 5833.318359
	Iteration 13Q: 3 clusters Score -1.731278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17312802.000000 Penalty: 5833.318359
	Iteration 14Q: 3 clusters Score -1.73128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17312812.000000 Penalty: 5833.318359
	Iteration 15Q: 3 clusters Score -1.731281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17312812.000000 Penalty: 5833.318359
	Iteration 16F: 3 clusters Score -1.731281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Entering Unmasked Estep 
Score: -14007742.000000 Penalty: 2867.220459
	Iteration 0F: 2 clusters Score -1.400774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -13937698.000000 Penalty: 5734.440918
	Iteration 0F: 3 clusters Score -1.39377e+07 nChanged 49702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -13966219.000000 Penalty: 5734.440918
	Iteration 1F: 3 clusters Score -1.396622e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -13967079.000000 Penalty: 5734.440918
	Iteration 2Q: 3 clusters Score -1.396708e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -13968138.000000 Penalty: 5734.440918
	Iteration 3Q: 3 clusters Score -1.396814e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -13969831.000000 Penalty: 5734.440918
	Iteration 4Q: 3 clusters Score -1.396983e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -13973041.000000 Penalty: 5734.440918
	Iteration 5F: 3 clusters Score -1.397304e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -13978381.000000 Penalty: 5734.440918
	Iteration 6F: 3 clusters Score -1.397838e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -13986131.000000 Penalty: 5734.440918
	Iteration 7F: 3 clusters Score -1.398613e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -13994166.000000 Penalty: 5734.440918
	Iteration 8F: 3 clusters Score -1.399417e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -14000056.000000 Penalty: 5734.440918
	Iteration 9F: 3 clusters Score -1.400006e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -14002909.000000 Penalty: 5734.440918
	Iteration 10Q: 3 clusters Score -1.400291e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14004226.000000 Penalty: 5734.440918
	Iteration 11Q: 3 clusters Score -1.400423e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -14004826.000000 Penalty: 5734.440918
	Iteration 12Q: 3 clusters Score -1.400483e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14005009.000000 Penalty: 5734.440918
	Iteration 13Q: 3 clusters Score -1.400501e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14005128.000000 Penalty: 5734.440918
	Iteration 14Q: 3 clusters Score -1.400513e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14005192.000000 Penalty: 5734.440918
	Iteration 15Q: 3 clusters Score -1.400519e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14005260.000000 Penalty: 5734.440918
	Iteration 16Q: 3 clusters Score -1.400526e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14005328.000000 Penalty: 5734.440918
	Iteration 17Q: 3 clusters Score -1.400533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -14005357.000000 Penalty: 5734.440918
	Iteration 18Q: 3 clusters Score -1.400536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14005376.000000 Penalty: 5734.440918
	Iteration 19Q: 3 clusters Score -1.400538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14005380.000000 Penalty: 5734.440918
	Iteration 20F: 3 clusters Score -1.400538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14005374.000000 Penalty: 5734.440918
	Iteration 21Q: 3 clusters Score -1.400537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14005388.000000 Penalty: 5734.440918
	Iteration 22Q: 3 clusters Score -1.400539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14005421.000000 Penalty: 5734.440918
	Iteration 23Q: 3 clusters Score -1.400542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14005423.000000 Penalty: 5734.440918
	Iteration 24Q: 3 clusters Score -1.400542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14005416.000000 Penalty: 5734.440918
	Iteration 25Q: 3 clusters Score -1.400542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14005420.000000 Penalty: 5734.440918
	Iteration 26Q: 3 clusters Score -1.400542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -14005432.000000 Penalty: 5734.440918
	Iteration 27Q: 3 clusters Score -1.400543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14005436.000000 Penalty: 5734.440918
	Iteration 28Q: 3 clusters Score -1.400544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14005441.000000 Penalty: 5734.440918
	Iteration 29Q: 3 clusters Score -1.400544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14005446.000000 Penalty: 5734.440918
	Iteration 30Q: 3 clusters Score -1.400545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14005446.000000 Penalty: 5734.440918
	Iteration 31F: 3 clusters Score -1.400545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -580398.562500 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -580398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -576021.250000 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -576021.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -577053.750000 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -577053.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -577284.500000 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -577284.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -577458.812500 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -577458.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -577591.000000 Penalty: 4194.153809
	Iteration 4Q: 3 clusters Score -577591 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -577702.250000 Penalty: 4194.153809
	Iteration 5Q: 3 clusters Score -577702.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -577804.500000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -577804.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -577888.875000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -577888.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -577973.500000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -577973.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -578057.437500 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -578057.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -578146.437500 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -578146.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -578262.812500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -578262.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -578422.000000 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -578422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -578611.000000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -578611 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -578750.500000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -578750.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -578840.437500 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -578840.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -578901.687500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -578901.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -578935.437500 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -578935.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -578960.812500 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -578960.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -578990.250000 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -578990.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -579020.437500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -579020.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -579053.812500 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -579053.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -579083.687500 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -579083.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -579111.250000 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -579111.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -579132.437500 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -579132.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -579152.625000 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -579152.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -579171.500000 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -579171.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -579185.312500 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -579185.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -579200.687500 Penalty: 4194.153809
	Iteration 28Q: 3 clusters Score -579200.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -579216.687500 Penalty: 4194.153809
	Iteration 29Q: 3 clusters Score -579216.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -579238.125000 Penalty: 4194.153809
	Iteration 30Q: 3 clusters Score -579238.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -579256.875000 Penalty: 4194.153809
	Iteration 31Q: 3 clusters Score -579256.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -579274.375000 Penalty: 4194.153809
	Iteration 32Q: 3 clusters Score -579274.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -579297.250000 Penalty: 4194.153809
	Iteration 33Q: 3 clusters Score -579297.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -579325.187500 Penalty: 4194.153809
	Iteration 34Q: 3 clusters Score -579325.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -579356.187500 Penalty: 4194.153809
	Iteration 35Q: 3 clusters Score -579356.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -579391.812500 Penalty: 4194.153809
	Iteration 36Q: 3 clusters Score -579391.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -579439.312500 Penalty: 4194.153809
	Iteration 37Q: 3 clusters Score -579439.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -579501.562500 Penalty: 4194.153809
	Iteration 38Q: 3 clusters Score -579501.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -579565.562500 Penalty: 4194.153809
	Iteration 39Q: 3 clusters Score -579565.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -579609.375000 Penalty: 4194.153809
	Iteration 40F: 3 clusters Score -579609.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -579653.812500 Penalty: 4194.153809
	Iteration 41Q: 3 clusters Score -579653.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -579684.000000 Penalty: 4194.153809
	Iteration 42Q: 3 clusters Score -579684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -579704.562500 Penalty: 4194.153809
	Iteration 43Q: 3 clusters Score -579704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -579728.187500 Penalty: 4194.153809
	Iteration 44Q: 3 clusters Score -579728.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -579748.375000 Penalty: 4194.153809
	Iteration 45Q: 3 clusters Score -579748.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -579768.312500 Penalty: 4194.153809
	Iteration 46Q: 3 clusters Score -579768.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -579782.625000 Penalty: 4194.153809
	Iteration 47Q: 3 clusters Score -579782.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -579791.625000 Penalty: 4194.153809
	Iteration 48Q: 3 clusters Score -579791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -579797.312500 Penalty: 4194.153809
	Iteration 49Q: 3 clusters Score -579797.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -579804.250000 Penalty: 4194.153809
	Iteration 50Q: 3 clusters Score -579804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -579807.250000 Penalty: 4194.153809
	Iteration 51Q: 3 clusters Score -579807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -579809.750000 Penalty: 4194.153809
	Iteration 52Q: 3 clusters Score -579809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -579811.437500 Penalty: 4194.153809
	Iteration 53Q: 3 clusters Score -579811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -579813.187500 Penalty: 4194.153809
	Iteration 54Q: 3 clusters Score -579813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -579814.750000 Penalty: 4194.153809
	Iteration 55Q: 3 clusters Score -579814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -579816.750000 Penalty: 4194.153809
	Iteration 56Q: 3 clusters Score -579816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -579816.750000 Penalty: 4194.153809
	Iteration 57F: 3 clusters Score -579816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1032857.812500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1032858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1026604.125000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1026604 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1028304.937500 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1028305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1028558.812500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1028559 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1028726.125000 Penalty: 4447.186035
	Iteration 3Q: 3 clusters Score -1028726 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1028850.312500 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -1028850 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1028985.125000 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -1028985 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1029125.875000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -1029126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1029287.125000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -1029287 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1029482.500000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1029482 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1029716.125000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1029716 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1029981.437500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1029981 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1030235.062500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1030235 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1030452.687500 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1030453 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1030608.437500 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1030608 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1030739.562500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1030740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1030833.437500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1030833 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1030896.750000 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1030897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1030937.562500 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1030938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1030973.625000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1030974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1030999.500000 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1031000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1031018.750000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1031019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1031033.875000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1031034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1031049.312500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1031049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1031055.875000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1031056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1031064.562500 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1031065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1031068.812500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1031069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1031072.062500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1031072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1031076.562500 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1031077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1031078.562500 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1031079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1031079.687500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1031080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1031082.000000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1031082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1031080.937500 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1031081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1031081.750000 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1031082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1031080.000000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1031080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1031081.187500 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1031081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1031082.000000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1031082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1031083.375000 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1031083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1031082.562500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1031083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1031083.937500 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -1031084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1031083.250000 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -1031083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1031083.687500 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -1031084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1031083.937500 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -1031084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1031083.812500 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -1031084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1031083.625000 Penalty: 4447.186035
	Iteration 43Q: 3 clusters Score -1031084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1031085.062500 Penalty: 4447.186035
	Iteration 44Q: 3 clusters Score -1031085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1031085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1031085.312500 Penalty: 4447.186035
	Iteration 46F: 3 clusters Score -1031085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21854 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2685169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2669934 nChanged 9682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2675370 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2676076 nChanged 1289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2676797 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2677539 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2678214 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2678742.750000 Penalty: 4956.101074
	Iteration 6Q: 3 clusters Score -2678743 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2679171.250000 Penalty: 4956.101074
	Iteration 7Q: 3 clusters Score -2679171 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2679505.250000 Penalty: 4956.101074
	Iteration 8Q: 3 clusters Score -2679505 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2679784 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2680047.250000 Penalty: 4956.101074
	Iteration 10Q: 3 clusters Score -2680047 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2680282 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2680496.750000 Penalty: 4956.101074
	Iteration 12Q: 3 clusters Score -2680497 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2680682.000000 Penalty: 4956.101074
	Iteration 13Q: 3 clusters Score -2680682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2680860.750000 Penalty: 4956.101074
	Iteration 14Q: 3 clusters Score -2680861 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2680977.750000 Penalty: 4956.101074
	Iteration 15Q: 3 clusters Score -2680978 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2681101.000000 Penalty: 4956.101074
	Iteration 16Q: 3 clusters Score -2681101 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2681191.500000 Penalty: 4956.101074
	Iteration 17Q: 3 clusters Score -2681192 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2681269.750000 Penalty: 4956.101074
	Iteration 18Q: 3 clusters Score -2681270 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2681335.500000 Penalty: 4956.101074
	Iteration 19Q: 3 clusters Score -2681336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2681388.500000 Penalty: 4956.101074
	Iteration 20F: 3 clusters Score -2681388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2681431.500000 Penalty: 4956.101074
	Iteration 21Q: 3 clusters Score -2681432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2681463.000000 Penalty: 4956.101074
	Iteration 22Q: 3 clusters Score -2681463 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2681499.250000 Penalty: 4956.101074
	Iteration 23Q: 3 clusters Score -2681499 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2681527.000000 Penalty: 4956.101074
	Iteration 24Q: 3 clusters Score -2681527 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2681541.250000 Penalty: 4956.101074
	Iteration 25Q: 3 clusters Score -2681541 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2681569.000000 Penalty: 4956.101074
	Iteration 26Q: 3 clusters Score -2681569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2681597.000000 Penalty: 4956.101074
	Iteration 27Q: 3 clusters Score -2681597 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2681617.000000 Penalty: 4956.101074
	Iteration 28Q: 3 clusters Score -2681617 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2681629.500000 Penalty: 4956.101074
	Iteration 29Q: 3 clusters Score -2681630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2681641.000000 Penalty: 4956.101074
	Iteration 30Q: 3 clusters Score -2681641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2681657.250000 Penalty: 4956.101074
	Iteration 31Q: 3 clusters Score -2681657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2681662.750000 Penalty: 4956.101074
	Iteration 32Q: 3 clusters Score -2681663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2681682.000000 Penalty: 4956.101074
	Iteration 33Q: 3 clusters Score -2681682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2681692.500000 Penalty: 4956.101074
	Iteration 34Q: 3 clusters Score -2681692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2681701.000000 Penalty: 4956.101074
	Iteration 35Q: 3 clusters Score -2681701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2681716.500000 Penalty: 4956.101074
	Iteration 36Q: 3 clusters Score -2681716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2681729.000000 Penalty: 4956.101074
	Iteration 37Q: 3 clusters Score -2681729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2681733.500000 Penalty: 4956.101074
	Iteration 38Q: 3 clusters Score -2681734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2681730.500000 Penalty: 4956.101074
	Iteration 39Q: 3 clusters Score -2681730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2681732.500000 Penalty: 4956.101074
	Iteration 40F: 3 clusters Score -2681732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2681748.000000 Penalty: 4956.101074
	Iteration 41Q: 3 clusters Score -2681748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2681756.750000 Penalty: 4956.101074
	Iteration 42Q: 3 clusters Score -2681757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2681757.000000 Penalty: 4956.101074
	Iteration 43Q: 3 clusters Score -2681757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2681772.250000 Penalty: 4956.101074
	Iteration 44Q: 3 clusters Score -2681772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2681776.000000 Penalty: 4956.101074
	Iteration 45Q: 3 clusters Score -2681776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2681777.500000 Penalty: 4956.101074
	Iteration 46Q: 3 clusters Score -2681778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2681798.000000 Penalty: 4956.101074
	Iteration 47Q: 3 clusters Score -2681798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2681788.750000 Penalty: 4956.101074
	Iteration 48Q: 3 clusters Score -2681789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2681792.000000 Penalty: 4956.101074
	Iteration 49Q: 3 clusters Score -2681792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2681789.750000 Penalty: 4956.101074
	Iteration 50Q: 3 clusters Score -2681790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2681788.500000 Penalty: 4956.101074
	Iteration 51Q: 3 clusters Score -2681788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2681789.000000 Penalty: 4956.101074
	Iteration 52Q: 3 clusters Score -2681789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2681794.250000 Penalty: 4956.101074
	Iteration 53Q: 3 clusters Score -2681794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2681796.000000 Penalty: 4956.101074
	Iteration 54Q: 3 clusters Score -2681796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2681798.250000 Penalty: 4956.101074
	Iteration 55Q: 3 clusters Score -2681798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2681805.750000 Penalty: 4956.101074
	Iteration 56Q: 3 clusters Score -2681806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2681805.750000 Penalty: 4956.101074
	Iteration 57Q: 3 clusters Score -2681806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2681800.750000 Penalty: 4956.101074
	Iteration 58Q: 3 clusters Score -2681801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2681802.250000 Penalty: 4956.101074
	Iteration 59Q: 3 clusters Score -2681802 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2681799 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2681803 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2681805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2681804 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2681812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2681816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2681814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2681819.750000 Penalty: 4956.101074
	Iteration 67Q: 3 clusters Score -2681820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2681822.500000 Penalty: 4956.101074
	Iteration 68Q: 3 clusters Score -2681822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2681820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2681823.500000 Penalty: 4956.101074
	Iteration 70Q: 3 clusters Score -2681824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2681820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2681825.750000 Penalty: 4956.101074
	Iteration 72Q: 3 clusters Score -2681826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2681826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2681825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2681826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2681836.000000 Penalty: 4956.101074
	Iteration 76Q: 3 clusters Score -2681836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2681834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2681838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2681843.750000 Penalty: 4956.101074
	Iteration 79Q: 3 clusters Score -2681844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2681846.000000 Penalty: 4956.101074
	Iteration 80F: 3 clusters Score -2681846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2681843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2681844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2681845.250000 Penalty: 4956.101074
	Iteration 83Q: 3 clusters Score -2681845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2681848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2681848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2681851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2681851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2681848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2681848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2681856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2681858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2681854.500000 Penalty: 4956.101074
	Iteration 92Q: 3 clusters Score -2681854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2681852.500000 Penalty: 4956.101074
	Iteration 93Q: 3 clusters Score -2681852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2681857.000000 Penalty: 4956.101074
	Iteration 94Q: 3 clusters Score -2681857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2681856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2681860.500000 Penalty: 4956.101074
	Iteration 96Q: 3 clusters Score -2681860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2681857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2681861.000000 Penalty: 4956.101074
	Iteration 98Q: 3 clusters Score -2681861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2681859.000000 Penalty: 4956.101074
	Iteration 99Q: 3 clusters Score -2681859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2681856.500000 Penalty: 4956.101074
	Iteration 100F: 3 clusters Score -2681856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2681859.750000 Penalty: 4956.101074
	Iteration 101Q: 3 clusters Score -2681860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2681855.750000 Penalty: 4956.101074
	Iteration 102Q: 3 clusters Score -2681856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2681853.250000 Penalty: 4956.101074
	Iteration 103Q: 3 clusters Score -2681853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2681855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2681849.500000 Penalty: 4956.101074
	Iteration 105Q: 3 clusters Score -2681850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2681854.000000 Penalty: 4956.101074
	Iteration 106Q: 3 clusters Score -2681854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2681858.250000 Penalty: 4956.101074
	Iteration 107Q: 3 clusters Score -2681858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2681860.500000 Penalty: 4956.101074
	Iteration 108Q: 3 clusters Score -2681860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2681860.500000 Penalty: 4956.101074
	Iteration 109Q: 3 clusters Score -2681860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2681858.750000 Penalty: 4956.101074
	Iteration 110Q: 3 clusters Score -2681859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2681859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2681859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2681854 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2681858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2681858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2681862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2681860 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2681858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2681861.500000 Penalty: 4956.101074
	Iteration 119Q: 3 clusters Score -2681862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2681863.000000 Penalty: 4956.101074
	Iteration 120F: 3 clusters Score -2681863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2681866.750000 Penalty: 4956.101074
	Iteration 121Q: 3 clusters Score -2681867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2681869.750000 Penalty: 4956.101074
	Iteration 122Q: 3 clusters Score -2681870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2681868.250000 Penalty: 4956.101074
	Iteration 123Q: 3 clusters Score -2681868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2681873.250000 Penalty: 4956.101074
	Iteration 124Q: 3 clusters Score -2681873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2681872.750000 Penalty: 4956.101074
	Iteration 125Q: 3 clusters Score -2681873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2681870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2681872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2681873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2681869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2681874.000000 Penalty: 4956.101074
	Iteration 130Q: 3 clusters Score -2681874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2681871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2681870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2681870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2681871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2681872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2681874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2681872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2681872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2681875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2681876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -663505.437500 Penalty: 2116.444336
	Iteration 0F: 2 clusters Score -663505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -658938.7 nChanged 1943
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -660056 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -660288 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -660416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -660527.062500 Penalty: 4232.888672
	Iteration 4Q: 3 clusters Score -660527.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -660616.375000 Penalty: 4232.888672
	Iteration 5Q: 3 clusters Score -660616.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -660713.125000 Penalty: 4232.888672
	Iteration 6Q: 3 clusters Score -660713.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -660801.875000 Penalty: 4232.888672
	Iteration 7Q: 3 clusters Score -660801.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -660877.312500 Penalty: 4232.888672
	Iteration 8Q: 3 clusters Score -660877.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -660962.812500 Penalty: 4232.888672
	Iteration 9Q: 3 clusters Score -660962.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661058.312500 Penalty: 4232.888672
	Iteration 10Q: 3 clusters Score -661058.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -661144.750000 Penalty: 4232.888672
	Iteration 11Q: 3 clusters Score -661144.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -661222.437500 Penalty: 4232.888672
	Iteration 12Q: 3 clusters Score -661222.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -661302.375000 Penalty: 4232.888672
	Iteration 13Q: 3 clusters Score -661302.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -661358.187500 Penalty: 4232.888672
	Iteration 14Q: 3 clusters Score -661358.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -661399.625000 Penalty: 4232.888672
	Iteration 15Q: 3 clusters Score -661399.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -661430.000000 Penalty: 4232.888672
	Iteration 16Q: 3 clusters Score -661430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -661455.000000 Penalty: 4232.888672
	Iteration 17Q: 3 clusters Score -661455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -661475.000000 Penalty: 4232.888672
	Iteration 18Q: 3 clusters Score -661475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -661496.687500 Penalty: 4232.888672
	Iteration 19Q: 3 clusters Score -661496.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -661516.125000 Penalty: 4232.888672
	Iteration 20F: 3 clusters Score -661516.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -661536.000000 Penalty: 4232.888672
	Iteration 21Q: 3 clusters Score -661536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -661553.312500 Penalty: 4232.888672
	Iteration 22Q: 3 clusters Score -661553.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -661570.062500 Penalty: 4232.888672
	Iteration 23Q: 3 clusters Score -661570.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -661585.250000 Penalty: 4232.888672
	Iteration 24Q: 3 clusters Score -661585.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -661599.750000 Penalty: 4232.888672
	Iteration 25Q: 3 clusters Score -661599.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -661611.750000 Penalty: 4232.888672
	Iteration 26Q: 3 clusters Score -661611.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -661621.750000 Penalty: 4232.888672
	Iteration 27Q: 3 clusters Score -661621.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -661632.812500 Penalty: 4232.888672
	Iteration 28Q: 3 clusters Score -661632.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -661646.250000 Penalty: 4232.888672
	Iteration 29Q: 3 clusters Score -661646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -661659.750000 Penalty: 4232.888672
	Iteration 30Q: 3 clusters Score -661659.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -661670.750000 Penalty: 4232.888672
	Iteration 31Q: 3 clusters Score -661670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -661677.062500 Penalty: 4232.888672
	Iteration 32Q: 3 clusters Score -661677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -661679.875000 Penalty: 4232.888672
	Iteration 33Q: 3 clusters Score -661679.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -661685.875000 Penalty: 4232.888672
	Iteration 34Q: 3 clusters Score -661685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -661690.875000 Penalty: 4232.888672
	Iteration 35Q: 3 clusters Score -661690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -661693.375000 Penalty: 4232.888672
	Iteration 36Q: 3 clusters Score -661693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -661696.000000 Penalty: 4232.888672
	Iteration 37Q: 3 clusters Score -661696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -661697.312500 Penalty: 4232.888672
	Iteration 38Q: 3 clusters Score -661697.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -661700.375000 Penalty: 4232.888672
	Iteration 39Q: 3 clusters Score -661700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -661706.062500 Penalty: 4232.888672
	Iteration 40F: 3 clusters Score -661706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -661710.750000 Penalty: 4232.888672
	Iteration 41Q: 3 clusters Score -661710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -661713.187500 Penalty: 4232.888672
	Iteration 42Q: 3 clusters Score -661713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -661715.125000 Penalty: 4232.888672
	Iteration 43Q: 3 clusters Score -661715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -661715.937500 Penalty: 4232.888672
	Iteration 44Q: 3 clusters Score -661715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -661715.937500 Penalty: 4232.888672
	Iteration 45F: 3 clusters Score -661715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -581371.125000 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -581371.1 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: -577244.187500 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -577244.2 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -578212.312500 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -578212.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -578528.312500 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -578528.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -578811.125000 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -578811.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -579046.812500 Penalty: 4162.135742
	Iteration 4F: 3 clusters Score -579046.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -579335.250000 Penalty: 4162.135742
	Iteration 5F: 3 clusters Score -579335.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -579666.250000 Penalty: 4162.135742
	Iteration 6F: 3 clusters Score -579666.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -579968.125000 Penalty: 4162.135742
	Iteration 7F: 3 clusters Score -579968.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -580252.312500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -580252.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -580427.875000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -580427.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -580557.687500 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -580557.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -580617.062500 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -580617.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -580659.000000 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -580659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -580677.875000 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -580677.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -580688.250000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -580688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -580695.562500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -580695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -580698.250000 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -580698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -580701.250000 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -580701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -580702.187500 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -580702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -580704.562500 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -580704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -580707.812500 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -580707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -580709.187500 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -580709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -580709.187500 Penalty: 4162.135742
	Iteration 22F: 3 clusters Score -580709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1779818.500000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1769823.125000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1769823 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1772918.000000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1772918 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1773407.500000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1773408 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1773896.625000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1773897 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1774393.250000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1774393 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1774926.000000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1774926 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1775403.625000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1775404 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1775830.500000 Penalty: 4724.510742
	Iteration 7F: 3 clusters Score -1775830 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1776136.875000 Penalty: 4724.510742
	Iteration 8Q: 3 clusters Score -1776137 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1776348.750000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1776349 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1776584.000000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1776584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1776850.000000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1776850 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1777134.625000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1777135 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1777535.250000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1777535 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1778074.000000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1778074 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1778585.750000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1778586 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1778932.125000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1778932 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1779165.750000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1779166 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1779312.875000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1779313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1779414.250000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1779414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1779467.000000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1779467 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1779517.000000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1779517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1779544.250000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1779544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1779557.125000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1779557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1779573.500000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1779574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1779574.250000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1779574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1779583.500000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1779584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1779588.750000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1779589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1779596.875000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1779597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1779601.875000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1779602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1779605.250000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1779605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1779611.875000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1779612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1779620.625000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1779621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1779621.250000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1779621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1779625.125000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1779625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1779636.500000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1779636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1779638.750000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1779639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1779645.750000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1779646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1779643.375000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1779643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1779642.250000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1779642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1779641.625000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1779642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1779646.875000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1779647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1779645.375000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1779645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1779649.000000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1779649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1779649.000000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1779649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1779650.375000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1779650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1779651.250000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1779651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1779652.375000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1779652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1779652.250000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1779652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1779653.250000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1779653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1779652.750000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1779653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1779653.625000 Penalty: 4724.510742
	Iteration 51Q: 3 clusters Score -1779654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1779653.250000 Penalty: 4724.510742
	Iteration 52Q: 3 clusters Score -1779653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1779655.000000 Penalty: 4724.510742
	Iteration 53Q: 3 clusters Score -1779655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1779653.625000 Penalty: 4724.510742
	Iteration 54Q: 3 clusters Score -1779654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1779652.375000 Penalty: 4724.510742
	Iteration 55Q: 3 clusters Score -1779652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1779652.750000 Penalty: 4724.510742
	Iteration 56Q: 3 clusters Score -1779653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1779652.750000 Penalty: 4724.510742
	Iteration 57F: 3 clusters Score -1779653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Entering Unmasked Estep 
Score: -5590648.000000 Penalty: 2635.710938
	Iteration 0F: 2 clusters Score -5590648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5562716.500000 Penalty: 5271.421875
	Iteration 0F: 3 clusters Score -5562716 nChanged 18918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5573394.000000 Penalty: 5271.421875
	Iteration 1F: 3 clusters Score -5573394 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5574142.000000 Penalty: 5271.421875
	Iteration 2Q: 3 clusters Score -5574142 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5574958.000000 Penalty: 5271.421875
	Iteration 3Q: 3 clusters Score -5574958 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -5575852.500000 Penalty: 5271.421875
	Iteration 4Q: 3 clusters Score -5575852 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5576955.000000 Penalty: 5271.421875
	Iteration 5F: 3 clusters Score -5576955 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5578260.500000 Penalty: 5271.421875
	Iteration 6F: 3 clusters Score -5578260 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5579817.000000 Penalty: 5271.421875
	Iteration 7F: 3 clusters Score -5579817 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5581494.500000 Penalty: 5271.421875
	Iteration 8F: 3 clusters Score -5581494 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -5583112.500000 Penalty: 5271.421875
	Iteration 9F: 3 clusters Score -5583112 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5584284.500000 Penalty: 5271.421875
	Iteration 10Q: 3 clusters Score -5584284 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -5584875.000000 Penalty: 5271.421875
	Iteration 11Q: 3 clusters Score -5584875 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5585247.000000 Penalty: 5271.421875
	Iteration 12Q: 3 clusters Score -5585247 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5585471.000000 Penalty: 5271.421875
	Iteration 13Q: 3 clusters Score -5585471 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -5585617.500000 Penalty: 5271.421875
	Iteration 14Q: 3 clusters Score -5585618 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5585747.500000 Penalty: 5271.421875
	Iteration 15Q: 3 clusters Score -5585748 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5585841.500000 Penalty: 5271.421875
	Iteration 16Q: 3 clusters Score -5585842 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5585906.500000 Penalty: 5271.421875
	Iteration 17Q: 3 clusters Score -5585906 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5585974.000000 Penalty: 5271.421875
	Iteration 18Q: 3 clusters Score -5585974 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5586009.000000 Penalty: 5271.421875
	Iteration 19Q: 3 clusters Score -5586009 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5586042.500000 Penalty: 5271.421875
	Iteration 20F: 3 clusters Score -5586042 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5586081.500000 Penalty: 5271.421875
	Iteration 21Q: 3 clusters Score -5586082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5586110.000000 Penalty: 5271.421875
	Iteration 22Q: 3 clusters Score -5586110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -5586120.500000 Penalty: 5271.421875
	Iteration 23Q: 3 clusters Score -5586120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -5586150.000000 Penalty: 5271.421875
	Iteration 24Q: 3 clusters Score -5586150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -5586153.500000 Penalty: 5271.421875
	Iteration 25Q: 3 clusters Score -5586154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5586155.500000 Penalty: 5271.421875
	Iteration 26Q: 3 clusters Score -5586156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -5586177.500000 Penalty: 5271.421875
	Iteration 27Q: 3 clusters Score -5586178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -5586197.000000 Penalty: 5271.421875
	Iteration 28Q: 3 clusters Score -5586197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -5586209.000000 Penalty: 5271.421875
	Iteration 29Q: 3 clusters Score -5586209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5586220.000000 Penalty: 5271.421875
	Iteration 30Q: 3 clusters Score -5586220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -5586230.500000 Penalty: 5271.421875
	Iteration 31Q: 3 clusters Score -5586230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5586246.500000 Penalty: 5271.421875
	Iteration 32Q: 3 clusters Score -5586246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5586261.500000 Penalty: 5271.421875
	Iteration 33Q: 3 clusters Score -5586262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5586283.000000 Penalty: 5271.421875
	Iteration 34Q: 3 clusters Score -5586283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5586294.000000 Penalty: 5271.421875
	Iteration 35Q: 3 clusters Score -5586294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5586310.500000 Penalty: 5271.421875
	Iteration 36Q: 3 clusters Score -5586310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5586329.500000 Penalty: 5271.421875
	Iteration 37Q: 3 clusters Score -5586330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5586344.000000 Penalty: 5271.421875
	Iteration 38Q: 3 clusters Score -5586344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -5586365.500000 Penalty: 5271.421875
	Iteration 39Q: 3 clusters Score -5586366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -5586366.000000 Penalty: 5271.421875
	Iteration 40F: 3 clusters Score -5586366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5586408.500000 Penalty: 5271.421875
	Iteration 41Q: 3 clusters Score -5586408 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5586416.000000 Penalty: 5271.421875
	Iteration 42Q: 3 clusters Score -5586416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5586420.500000 Penalty: 5271.421875
	Iteration 43Q: 3 clusters Score -5586420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5586442.000000 Penalty: 5271.421875
	Iteration 44Q: 3 clusters Score -5586442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -5586437.000000 Penalty: 5271.421875
	Iteration 45Q: 3 clusters Score -5586437 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -5586437.500000 Penalty: 5271.421875
	Iteration 46Q: 3 clusters Score -5586438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5586444.500000 Penalty: 5271.421875
	Iteration 47Q: 3 clusters Score -5586444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5586459.500000 Penalty: 5271.421875
	Iteration 48Q: 3 clusters Score -5586460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5586474.500000 Penalty: 5271.421875
	Iteration 49Q: 3 clusters Score -5586474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5586497.500000 Penalty: 5271.421875
	Iteration 50Q: 3 clusters Score -5586498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -5586524.000000 Penalty: 5271.421875
	Iteration 51Q: 3 clusters Score -5586524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -5586530.000000 Penalty: 5271.421875
	Iteration 52Q: 3 clusters Score -5586530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5586529.500000 Penalty: 5271.421875
	Iteration 53Q: 3 clusters Score -5586530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5586553.000000 Penalty: 5271.421875
	Iteration 54Q: 3 clusters Score -5586553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5586555.500000 Penalty: 5271.421875
	Iteration 55Q: 3 clusters Score -5586556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5586569.000000 Penalty: 5271.421875
	Iteration 56Q: 3 clusters Score -5586569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5586554.000000 Penalty: 5271.421875
	Iteration 57Q: 3 clusters Score -5586554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5586573.500000 Penalty: 5271.421875
	Iteration 58Q: 3 clusters Score -5586574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -5586570.500000 Penalty: 5271.421875
	Iteration 59Q: 3 clusters Score -5586570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -5586589.000000 Penalty: 5271.421875
	Iteration 60F: 3 clusters Score -5586589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5586580.500000 Penalty: 5271.421875
	Iteration 61Q: 3 clusters Score -5586580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5586591.500000 Penalty: 5271.421875
	Iteration 62Q: 3 clusters Score -5586592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -5586594.500000 Penalty: 5271.421875
	Iteration 63Q: 3 clusters Score -5586594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -5586612.000000 Penalty: 5271.421875
	Iteration 64Q: 3 clusters Score -5586612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5586997 nChanged 121
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	Iteration 108Q: 3 clusters Score -5587041 nChanged 124
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	Iteration 125Q: 3 clusters Score -5587404 nChanged 94
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5587408 nChanged 89
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	Iteration 127Q: 3 clusters Score -5587440 nChanged 95
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5587450 nChanged 101
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	Iteration 129Q: 3 clusters Score -5587468 nChanged 87
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	Iteration 131Q: 3 clusters Score -5587521 nChanged 84
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	Iteration 138Q: 3 clusters Score -5587672 nChanged 117
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	Iteration 139Q: 3 clusters Score -5587712 nChanged 121
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	Iteration 140F: 3 clusters Score -5587760 nChanged 96
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	Iteration 141Q: 3 clusters Score -5587794 nChanged 85
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	Iteration 142Q: 3 clusters Score -5587809 nChanged 87
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	Iteration 144Q: 3 clusters Score -5587854 nChanged 77
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	Iteration 146Q: 3 clusters Score -5587904 nChanged 89
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	Iteration 147Q: 3 clusters Score -5587919 nChanged 74
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	Iteration 148Q: 3 clusters Score -5587957 nChanged 67
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	Iteration 149Q: 3 clusters Score -5587978 nChanged 68
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	Iteration 152Q: 3 clusters Score -5588022 nChanged 49
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	Iteration 153Q: 3 clusters Score -5588033 nChanged 44
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	Iteration 154Q: 3 clusters Score -5588041 nChanged 43
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	Iteration 155Q: 3 clusters Score -5588055 nChanged 45
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	Iteration 156Q: 3 clusters Score -5588069 nChanged 50
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	Iteration 157Q: 3 clusters Score -5588080 nChanged 52
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Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5588101.000000 Penalty: 5271.421875
	Iteration 158Q: 3 clusters Score -5588101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5588118.500000 Penalty: 5271.421875
	Iteration 159Q: 3 clusters Score -5588118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5588132.500000 Penalty: 5271.421875
	Iteration 160F: 3 clusters Score -5588132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5588135.000000 Penalty: 5271.421875
	Iteration 161Q: 3 clusters Score -5588135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5588148.500000 Penalty: 5271.421875
	Iteration 162Q: 3 clusters Score -5588148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5588164.000000 Penalty: 5271.421875
	Iteration 163Q: 3 clusters Score -5588164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5588178.000000 Penalty: 5271.421875
	Iteration 164Q: 3 clusters Score -5588178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5588185.500000 Penalty: 5271.421875
	Iteration 165Q: 3 clusters Score -5588186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5588203.500000 Penalty: 5271.421875
	Iteration 166Q: 3 clusters Score -5588204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5588208.500000 Penalty: 5271.421875
	Iteration 167Q: 3 clusters Score -5588208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5588222.500000 Penalty: 5271.421875
	Iteration 168Q: 3 clusters Score -5588222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5588218.500000 Penalty: 5271.421875
	Iteration 169Q: 3 clusters Score -5588218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5588223.000000 Penalty: 5271.421875
	Iteration 170Q: 3 clusters Score -5588223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5588243.000000 Penalty: 5271.421875
	Iteration 171Q: 3 clusters Score -5588243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5588244.000000 Penalty: 5271.421875
	Iteration 172Q: 3 clusters Score -5588244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5588253.000000 Penalty: 5271.421875
	Iteration 173Q: 3 clusters Score -5588253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5588256.000000 Penalty: 5271.421875
	Iteration 174Q: 3 clusters Score -5588256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5588253.500000 Penalty: 5271.421875
	Iteration 175Q: 3 clusters Score -5588254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5588253.500000 Penalty: 5271.421875
	Iteration 176Q: 3 clusters Score -5588254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5588262.500000 Penalty: 5271.421875
	Iteration 177Q: 3 clusters Score -5588262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5588262.500000 Penalty: 5271.421875
	Iteration 178Q: 3 clusters Score -5588262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5588263.500000 Penalty: 5271.421875
	Iteration 179Q: 3 clusters Score -5588264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5588262.000000 Penalty: 5271.421875
	Iteration 180F: 3 clusters Score -5588262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5588264.500000 Penalty: 5271.421875
	Iteration 181Q: 3 clusters Score -5588264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5588264.000000 Penalty: 5271.421875
	Iteration 182Q: 3 clusters Score -5588264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5588261.000000 Penalty: 5271.421875
	Iteration 183Q: 3 clusters Score -5588261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5588275.500000 Penalty: 5271.421875
	Iteration 184Q: 3 clusters Score -5588276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5588276.500000 Penalty: 5271.421875
	Iteration 185Q: 3 clusters Score -5588276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5588277.000000 Penalty: 5271.421875
	Iteration 186Q: 3 clusters Score -5588277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5588274.000000 Penalty: 5271.421875
	Iteration 187Q: 3 clusters Score -5588274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5588277.500000 Penalty: 5271.421875
	Iteration 188Q: 3 clusters Score -5588278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5588277.500000 Penalty: 5271.421875
	Iteration 189Q: 3 clusters Score -5588278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5588280.500000 Penalty: 5271.421875
	Iteration 190Q: 3 clusters Score -5588280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5588280.000000 Penalty: 5271.421875
	Iteration 191Q: 3 clusters Score -5588280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5588280.000000 Penalty: 5271.421875
	Iteration 192Q: 3 clusters Score -5588280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5588278.500000 Penalty: 5271.421875
	Iteration 193Q: 3 clusters Score -5588278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5588283.000000 Penalty: 5271.421875
	Iteration 194Q: 3 clusters Score -5588283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5588280.500000 Penalty: 5271.421875
	Iteration 195Q: 3 clusters Score -5588280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5588287.500000 Penalty: 5271.421875
	Iteration 196Q: 3 clusters Score -5588288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5588284.500000 Penalty: 5271.421875
	Iteration 197Q: 3 clusters Score -5588284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5588290.000000 Penalty: 5271.421875
	Iteration 198Q: 3 clusters Score -5588290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5588290.000000 Penalty: 5271.421875
	Iteration 199F: 3 clusters Score -5588290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1202252.625000 Penalty: 2257.483398
	Iteration 0F: 2 clusters Score -1202253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1195227.375000 Penalty: 4514.966797
	Iteration 0F: 3 clusters Score -1195227 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1197217.375000 Penalty: 4514.966797
	Iteration 1F: 3 clusters Score -1197217 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1197434.000000 Penalty: 4514.966797
	Iteration 2F: 3 clusters Score -1197434 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1197583.000000 Penalty: 4514.966797
	Iteration 3Q: 3 clusters Score -1197583 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1197704.625000 Penalty: 4514.966797
	Iteration 4Q: 3 clusters Score -1197705 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1197830.500000 Penalty: 4514.966797
	Iteration 5Q: 3 clusters Score -1197830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1197925.875000 Penalty: 4514.966797
	Iteration 6Q: 3 clusters Score -1197926 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1198019.875000 Penalty: 4514.966797
	Iteration 7Q: 3 clusters Score -1198020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1198104.125000 Penalty: 4514.966797
	Iteration 8Q: 3 clusters Score -1198104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1198174.625000 Penalty: 4514.966797
	Iteration 9Q: 3 clusters Score -1198175 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1198219.500000 Penalty: 4514.966797
	Iteration 10Q: 3 clusters Score -1198220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1198257.875000 Penalty: 4514.966797
	Iteration 11Q: 3 clusters Score -1198258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1198305.125000 Penalty: 4514.966797
	Iteration 12Q: 3 clusters Score -1198305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1198370.000000 Penalty: 4514.966797
	Iteration 13Q: 3 clusters Score -1198370 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1198453.500000 Penalty: 4514.966797
	Iteration 14Q: 3 clusters Score -1198454 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1198543.500000 Penalty: 4514.966797
	Iteration 15Q: 3 clusters Score -1198544 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1198634.625000 Penalty: 4514.966797
	Iteration 16Q: 3 clusters Score -1198635 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1198743.500000 Penalty: 4514.966797
	Iteration 17Q: 3 clusters Score -1198744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1198868.750000 Penalty: 4514.966797
	Iteration 18Q: 3 clusters Score -1198869 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1199001.000000 Penalty: 4514.966797
	Iteration 19Q: 3 clusters Score -1199001 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1199149.500000 Penalty: 4514.966797
	Iteration 20F: 3 clusters Score -1199150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1199311.875000 Penalty: 4514.966797
	Iteration 21Q: 3 clusters Score -1199312 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1199507.375000 Penalty: 4514.966797
	Iteration 22Q: 3 clusters Score -1199507 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1199680.750000 Penalty: 4514.966797
	Iteration 23Q: 3 clusters Score -1199681 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1199817.750000 Penalty: 4514.966797
	Iteration 24Q: 3 clusters Score -1199818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1199941.000000 Penalty: 4514.966797
	Iteration 25Q: 3 clusters Score -1199941 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1200022.750000 Penalty: 4514.966797
	Iteration 26Q: 3 clusters Score -1200023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1200118.375000 Penalty: 4514.966797
	Iteration 27Q: 3 clusters Score -1200118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1200179.000000 Penalty: 4514.966797
	Iteration 28Q: 3 clusters Score -1200179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1200219.875000 Penalty: 4514.966797
	Iteration 29Q: 3 clusters Score -1200220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1200244.125000 Penalty: 4514.966797
	Iteration 30Q: 3 clusters Score -1200244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1200264.000000 Penalty: 4514.966797
	Iteration 31Q: 3 clusters Score -1200264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1200276.125000 Penalty: 4514.966797
	Iteration 32Q: 3 clusters Score -1200276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1200296.000000 Penalty: 4514.966797
	Iteration 33Q: 3 clusters Score -1200296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1200308.000000 Penalty: 4514.966797
	Iteration 34Q: 3 clusters Score -1200308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1200315.000000 Penalty: 4514.966797
	Iteration 35Q: 3 clusters Score -1200315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1200320.750000 Penalty: 4514.966797
	Iteration 36Q: 3 clusters Score -1200321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1200324.875000 Penalty: 4514.966797
	Iteration 37Q: 3 clusters Score -1200325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1200325.750000 Penalty: 4514.966797
	Iteration 38Q: 3 clusters Score -1200326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1200329.750000 Penalty: 4514.966797
	Iteration 39Q: 3 clusters Score -1200330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1200328.625000 Penalty: 4514.966797
	Iteration 40F: 3 clusters Score -1200329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1200334.625000 Penalty: 4514.966797
	Iteration 41Q: 3 clusters Score -1200335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1200336.000000 Penalty: 4514.966797
	Iteration 42Q: 3 clusters Score -1200336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1200335.750000 Penalty: 4514.966797
	Iteration 43Q: 3 clusters Score -1200336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1200335.750000 Penalty: 4514.966797
	Iteration 44F: 3 clusters Score -1200336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119679 members 
Entering Unmasked Estep 
Score: -14910708.000000 Penalty: 2899.757080
	Iteration 0F: 2 clusters Score -1.491071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -14830353.000000 Penalty: 5799.514160
	Iteration 0F: 3 clusters Score -1.483035e+07 nChanged 56986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -14863863.000000 Penalty: 5799.514160
	Iteration 1F: 3 clusters Score -1.486386e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -14865227.000000 Penalty: 5799.514160
	Iteration 2Q: 3 clusters Score -1.486523e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -14866932.000000 Penalty: 5799.514160
	Iteration 3Q: 3 clusters Score -1.486693e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -14869051.000000 Penalty: 5799.514160
	Iteration 4Q: 3 clusters Score -1.486905e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -14871887.000000 Penalty: 5799.514160
	Iteration 5Q: 3 clusters Score -1.487189e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -14874895.000000 Penalty: 5799.514160
	Iteration 6F: 3 clusters Score -1.48749e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -14878480.000000 Penalty: 5799.514160
	Iteration 7F: 3 clusters Score -1.487848e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -14882346.000000 Penalty: 5799.514160
	Iteration 8F: 3 clusters Score -1.488235e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -14886120.000000 Penalty: 5799.514160
	Iteration 9F: 3 clusters Score -1.488612e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -14889744.000000 Penalty: 5799.514160
	Iteration 10Q: 3 clusters Score -1.488974e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -14892868.000000 Penalty: 5799.514160
	Iteration 11Q: 3 clusters Score -1.489287e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -14895369.000000 Penalty: 5799.514160
	Iteration 12Q: 3 clusters Score -1.489537e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -14897335.000000 Penalty: 5799.514160
	Iteration 13Q: 3 clusters Score -1.489734e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -14898820.000000 Penalty: 5799.514160
	Iteration 14Q: 3 clusters Score -1.489882e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -14900125.000000 Penalty: 5799.514160
	Iteration 15Q: 3 clusters Score -1.490012e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -14901069.000000 Penalty: 5799.514160
	Iteration 16Q: 3 clusters Score -1.490107e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -14901908.000000 Penalty: 5799.514160
	Iteration 17Q: 3 clusters Score -1.490191e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -14902745.000000 Penalty: 5799.514160
	Iteration 18Q: 3 clusters Score -1.490274e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -14903580.000000 Penalty: 5799.514160
	Iteration 19Q: 3 clusters Score -1.490358e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -14904359.000000 Penalty: 5799.514160
	Iteration 20F: 3 clusters Score -1.490436e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -14904992.000000 Penalty: 5799.514160
	Iteration 21Q: 3 clusters Score -1.490499e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -14905545.000000 Penalty: 5799.514160
	Iteration 22Q: 3 clusters Score -1.490554e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -14906054.000000 Penalty: 5799.514160
	Iteration 23Q: 3 clusters Score -1.490605e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -14906483.000000 Penalty: 5799.514160
	Iteration 24Q: 3 clusters Score -1.490648e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -14906838.000000 Penalty: 5799.514160
	Iteration 25Q: 3 clusters Score -1.490684e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -14907214.000000 Penalty: 5799.514160
	Iteration 26Q: 3 clusters Score -1.490721e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -14907492.000000 Penalty: 5799.514160
	Iteration 27Q: 3 clusters Score -1.490749e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -14907723.000000 Penalty: 5799.514160
	Iteration 28Q: 3 clusters Score -1.490772e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -14907882.000000 Penalty: 5799.514160
	Iteration 29Q: 3 clusters Score -1.490788e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116795 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -14908006.000000 Penalty: 5799.514160
	Iteration 30Q: 3 clusters Score -1.490801e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117016 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14908071.000000 Penalty: 5799.514160
	Iteration 31Q: 3 clusters Score -1.490807e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -14908136.000000 Penalty: 5799.514160
	Iteration 32Q: 3 clusters Score -1.490814e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14908170.000000 Penalty: 5799.514160
	Iteration 33Q: 3 clusters Score -1.490817e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -14908251.000000 Penalty: 5799.514160
	Iteration 34Q: 3 clusters Score -1.490825e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14908325.000000 Penalty: 5799.514160
	Iteration 35Q: 3 clusters Score -1.490832e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117706 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14908344.000000 Penalty: 5799.514160
	Iteration 36Q: 3 clusters Score -1.490834e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14908382.000000 Penalty: 5799.514160
	Iteration 37Q: 3 clusters Score -1.490838e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14908421.000000 Penalty: 5799.514160
	Iteration 38Q: 3 clusters Score -1.490842e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -14908444.000000 Penalty: 5799.514160
	Iteration 39Q: 3 clusters Score -1.490844e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14908492.000000 Penalty: 5799.514160
	Iteration 40F: 3 clusters Score -1.490849e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -14908493.000000 Penalty: 5799.514160
	Iteration 41Q: 3 clusters Score -1.490849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -14908500.000000 Penalty: 5799.514160
	Iteration 42Q: 3 clusters Score -1.49085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14908508.000000 Penalty: 5799.514160
	Iteration 43Q: 3 clusters Score -1.490851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14908510.000000 Penalty: 5799.514160
	Iteration 44Q: 3 clusters Score -1.490851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -14908511.000000 Penalty: 5799.514160
	Iteration 45Q: 3 clusters Score -1.490851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14908538.000000 Penalty: 5799.514160
	Iteration 46Q: 3 clusters Score -1.490854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14908545.000000 Penalty: 5799.514160
	Iteration 47Q: 3 clusters Score -1.490854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14908545.000000 Penalty: 5799.514160
	Iteration 48Q: 3 clusters Score -1.490854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14908533.000000 Penalty: 5799.514160
	Iteration 49Q: 3 clusters Score -1.490853e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14908565.000000 Penalty: 5799.514160
	Iteration 50Q: 3 clusters Score -1.490856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -14908570.000000 Penalty: 5799.514160
	Iteration 51Q: 3 clusters Score -1.490857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14908588.000000 Penalty: 5799.514160
	Iteration 52Q: 3 clusters Score -1.490859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -14908585.000000 Penalty: 5799.514160
	Iteration 53Q: 3 clusters Score -1.490858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14908584.000000 Penalty: 5799.514160
	Iteration 54Q: 3 clusters Score -1.490858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14908595.000000 Penalty: 5799.514160
	Iteration 55Q: 3 clusters Score -1.49086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14908588.000000 Penalty: 5799.514160
	Iteration 56Q: 3 clusters Score -1.490859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14908602.000000 Penalty: 5799.514160
	Iteration 57Q: 3 clusters Score -1.49086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14908597.000000 Penalty: 5799.514160
	Iteration 58Q: 3 clusters Score -1.49086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14908599.000000 Penalty: 5799.514160
	Iteration 59Q: 3 clusters Score -1.49086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118395 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14908607.000000 Penalty: 5799.514160
	Iteration 60F: 3 clusters Score -1.490861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14908619.000000 Penalty: 5799.514160
	Iteration 61Q: 3 clusters Score -1.490862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14908629.000000 Penalty: 5799.514160
	Iteration 62Q: 3 clusters Score -1.490863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -14908640.000000 Penalty: 5799.514160
	Iteration 63Q: 3 clusters Score -1.490864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14908639.000000 Penalty: 5799.514160
	Iteration 64Q: 3 clusters Score -1.490864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14908657.000000 Penalty: 5799.514160
	Iteration 65Q: 3 clusters Score -1.490866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14908648.000000 Penalty: 5799.514160
	Iteration 66Q: 3 clusters Score -1.490865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14908653.000000 Penalty: 5799.514160
	Iteration 67Q: 3 clusters Score -1.490865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14908652.000000 Penalty: 5799.514160
	Iteration 68Q: 3 clusters Score -1.490865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14908649.000000 Penalty: 5799.514160
	Iteration 69Q: 3 clusters Score -1.490865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14908649.000000 Penalty: 5799.514160
	Iteration 70F: 3 clusters Score -1.490865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Entering Unmasked Estep 
Score: -10259438.000000 Penalty: 2788.784424
	Iteration 0F: 2 clusters Score -1.025944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -10208373.000000 Penalty: 5577.568848
	Iteration 0F: 3 clusters Score -1.020837e+07 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -10228439.000000 Penalty: 5577.568848
	Iteration 1F: 3 clusters Score -1.022844e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10229010.000000 Penalty: 5577.568848
	Iteration 2Q: 3 clusters Score -1.022901e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -10229780.000000 Penalty: 5577.568848
	Iteration 3Q: 3 clusters Score -1.022978e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -10230504.000000 Penalty: 5577.568848
	Iteration 4Q: 3 clusters Score -1.02305e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -10231418.000000 Penalty: 5577.568848
	Iteration 5Q: 3 clusters Score -1.023142e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -10232944.000000 Penalty: 5577.568848
	Iteration 6Q: 3 clusters Score -1.023294e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -10235242.000000 Penalty: 5577.568848
	Iteration 7F: 3 clusters Score -1.023524e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -10238570.000000 Penalty: 5577.568848
	Iteration 8F: 3 clusters Score -1.023857e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -10242646.000000 Penalty: 5577.568848
	Iteration 9F: 3 clusters Score -1.024265e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -10246633.000000 Penalty: 5577.568848
	Iteration 10F: 3 clusters Score -1.024663e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -10250072.000000 Penalty: 5577.568848
	Iteration 11F: 3 clusters Score -1.025007e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -10252667.000000 Penalty: 5577.568848
	Iteration 12Q: 3 clusters Score -1.025267e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -10254461.000000 Penalty: 5577.568848
	Iteration 13Q: 3 clusters Score -1.025446e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10255609.000000 Penalty: 5577.568848
	Iteration 14Q: 3 clusters Score -1.025561e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10256215.000000 Penalty: 5577.568848
	Iteration 15Q: 3 clusters Score -1.025622e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10256556.000000 Penalty: 5577.568848
	Iteration 16Q: 3 clusters Score -1.025656e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10256739.000000 Penalty: 5577.568848
	Iteration 17Q: 3 clusters Score -1.025674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10256844.000000 Penalty: 5577.568848
	Iteration 18Q: 3 clusters Score -1.025684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10256901.000000 Penalty: 5577.568848
	Iteration 19Q: 3 clusters Score -1.02569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10256945.000000 Penalty: 5577.568848
	Iteration 20F: 3 clusters Score -1.025694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10256972.000000 Penalty: 5577.568848
	Iteration 21Q: 3 clusters Score -1.025697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10256982.000000 Penalty: 5577.568848
	Iteration 22Q: 3 clusters Score -1.025698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10256999.000000 Penalty: 5577.568848
	Iteration 23Q: 3 clusters Score -1.0257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10257011.000000 Penalty: 5577.568848
	Iteration 24Q: 3 clusters Score -1.025701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10257027.000000 Penalty: 5577.568848
	Iteration 25Q: 3 clusters Score -1.025703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10257035.000000 Penalty: 5577.568848
	Iteration 26Q: 3 clusters Score -1.025704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10257033.000000 Penalty: 5577.568848
	Iteration 27Q: 3 clusters Score -1.025703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10257039.000000 Penalty: 5577.568848
	Iteration 28Q: 3 clusters Score -1.025704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10257035.000000 Penalty: 5577.568848
	Iteration 29Q: 3 clusters Score -1.025704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10257038.000000 Penalty: 5577.568848
	Iteration 30Q: 3 clusters Score -1.025704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10257037.000000 Penalty: 5577.568848
	Iteration 31Q: 3 clusters Score -1.025704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10257041.000000 Penalty: 5577.568848
	Iteration 32Q: 3 clusters Score -1.025704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10257041.000000 Penalty: 5577.568848
	Iteration 33F: 3 clusters Score -1.025704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -2334656.000000 Penalty: 2419.797363
	Iteration 0F: 2 clusters Score -2334656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2322227.000000 Penalty: 4839.594727
	Iteration 0F: 3 clusters Score -2322227 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2326329.750000 Penalty: 4839.594727
	Iteration 1F: 3 clusters Score -2326330 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2326731.000000 Penalty: 4839.594727
	Iteration 2F: 3 clusters Score -2326731 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2327027.250000 Penalty: 4839.594727
	Iteration 3Q: 3 clusters Score -2327027 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2327316.750000 Penalty: 4839.594727
	Iteration 4Q: 3 clusters Score -2327317 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2327625.500000 Penalty: 4839.594727
	Iteration 5Q: 3 clusters Score -2327626 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2327977.250000 Penalty: 4839.594727
	Iteration 6Q: 3 clusters Score -2327977 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2328376.500000 Penalty: 4839.594727
	Iteration 7Q: 3 clusters Score -2328376 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2328795.250000 Penalty: 4839.594727
	Iteration 8Q: 3 clusters Score -2328795 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2329169.000000 Penalty: 4839.594727
	Iteration 9Q: 3 clusters Score -2329169 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2329523.000000 Penalty: 4839.594727
	Iteration 10Q: 3 clusters Score -2329523 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2329818.250000 Penalty: 4839.594727
	Iteration 11Q: 3 clusters Score -2329818 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2330080.750000 Penalty: 4839.594727
	Iteration 12Q: 3 clusters Score -2330081 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2330327.500000 Penalty: 4839.594727
	Iteration 13Q: 3 clusters Score -2330328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2330508.500000 Penalty: 4839.594727
	Iteration 14Q: 3 clusters Score -2330508 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2330676.750000 Penalty: 4839.594727
	Iteration 15Q: 3 clusters Score -2330677 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2330762.500000 Penalty: 4839.594727
	Iteration 16Q: 3 clusters Score -2330762 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2330822.250000 Penalty: 4839.594727
	Iteration 17Q: 3 clusters Score -2330822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2330867.500000 Penalty: 4839.594727
	Iteration 18Q: 3 clusters Score -2330868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2330890.500000 Penalty: 4839.594727
	Iteration 19Q: 3 clusters Score -2330890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2330921.250000 Penalty: 4839.594727
	Iteration 20F: 3 clusters Score -2330921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2330952.500000 Penalty: 4839.594727
	Iteration 21Q: 3 clusters Score -2330952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2330985.250000 Penalty: 4839.594727
	Iteration 22Q: 3 clusters Score -2330985 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2331011.000000 Penalty: 4839.594727
	Iteration 23Q: 3 clusters Score -2331011 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2331030.500000 Penalty: 4839.594727
	Iteration 24Q: 3 clusters Score -2331030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2331060.750000 Penalty: 4839.594727
	Iteration 25Q: 3 clusters Score -2331061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2331076.000000 Penalty: 4839.594727
	Iteration 26Q: 3 clusters Score -2331076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2331095.250000 Penalty: 4839.594727
	Iteration 27Q: 3 clusters Score -2331095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2331107.750000 Penalty: 4839.594727
	Iteration 28Q: 3 clusters Score -2331108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2331120.250000 Penalty: 4839.594727
	Iteration 29Q: 3 clusters Score -2331120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2331127.500000 Penalty: 4839.594727
	Iteration 30Q: 3 clusters Score -2331128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2331137.500000 Penalty: 4839.594727
	Iteration 31Q: 3 clusters Score -2331138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2331150.250000 Penalty: 4839.594727
	Iteration 32Q: 3 clusters Score -2331150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2331161.250000 Penalty: 4839.594727
	Iteration 33Q: 3 clusters Score -2331161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2331166.000000 Penalty: 4839.594727
	Iteration 34Q: 3 clusters Score -2331166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2331179.750000 Penalty: 4839.594727
	Iteration 35Q: 3 clusters Score -2331180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2331191.250000 Penalty: 4839.594727
	Iteration 36Q: 3 clusters Score -2331191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2331191.000000 Penalty: 4839.594727
	Iteration 37Q: 3 clusters Score -2331191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2331206.500000 Penalty: 4839.594727
	Iteration 38Q: 3 clusters Score -2331206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2331228.750000 Penalty: 4839.594727
	Iteration 39Q: 3 clusters Score -2331229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2331229.500000 Penalty: 4839.594727
	Iteration 40F: 3 clusters Score -2331230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2331236.750000 Penalty: 4839.594727
	Iteration 41Q: 3 clusters Score -2331237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2331246.250000 Penalty: 4839.594727
	Iteration 42Q: 3 clusters Score -2331246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2331265.000000 Penalty: 4839.594727
	Iteration 43Q: 3 clusters Score -2331265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2331279.500000 Penalty: 4839.594727
	Iteration 44Q: 3 clusters Score -2331280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2331288.750000 Penalty: 4839.594727
	Iteration 45Q: 3 clusters Score -2331289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2331303.250000 Penalty: 4839.594727
	Iteration 46Q: 3 clusters Score -2331303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2331316.750000 Penalty: 4839.594727
	Iteration 47Q: 3 clusters Score -2331317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2331327.000000 Penalty: 4839.594727
	Iteration 48Q: 3 clusters Score -2331327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2331355.750000 Penalty: 4839.594727
	Iteration 49Q: 3 clusters Score -2331356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2331380.000000 Penalty: 4839.594727
	Iteration 50Q: 3 clusters Score -2331380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2331410.500000 Penalty: 4839.594727
	Iteration 51Q: 3 clusters Score -2331410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2331436.500000 Penalty: 4839.594727
	Iteration 52Q: 3 clusters Score -2331436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2331481.250000 Penalty: 4839.594727
	Iteration 53Q: 3 clusters Score -2331481 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2331512.750000 Penalty: 4839.594727
	Iteration 54Q: 3 clusters Score -2331513 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2331553.250000 Penalty: 4839.594727
	Iteration 55Q: 3 clusters Score -2331553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2331584.000000 Penalty: 4839.594727
	Iteration 56Q: 3 clusters Score -2331584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2331616.250000 Penalty: 4839.594727
	Iteration 57Q: 3 clusters Score -2331616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2331658.750000 Penalty: 4839.594727
	Iteration 58Q: 3 clusters Score -2331659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2331689.500000 Penalty: 4839.594727
	Iteration 59Q: 3 clusters Score -2331690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2331734.500000 Penalty: 4839.594727
	Iteration 60F: 3 clusters Score -2331734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2331763.750000 Penalty: 4839.594727
	Iteration 61Q: 3 clusters Score -2331764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2331792.000000 Penalty: 4839.594727
	Iteration 62Q: 3 clusters Score -2331792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2331830.250000 Penalty: 4839.594727
	Iteration 63Q: 3 clusters Score -2331830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2331860.500000 Penalty: 4839.594727
	Iteration 64Q: 3 clusters Score -2331860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2331902.500000 Penalty: 4839.594727
	Iteration 65Q: 3 clusters Score -2331902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2331947.750000 Penalty: 4839.594727
	Iteration 66Q: 3 clusters Score -2331948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2331987.500000 Penalty: 4839.594727
	Iteration 67Q: 3 clusters Score -2331988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2332027.500000 Penalty: 4839.594727
	Iteration 68Q: 3 clusters Score -2332028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2332064.500000 Penalty: 4839.594727
	Iteration 69Q: 3 clusters Score -2332064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2332093.500000 Penalty: 4839.594727
	Iteration 70Q: 3 clusters Score -2332094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2332112.750000 Penalty: 4839.594727
	Iteration 71Q: 3 clusters Score -2332113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2332145.500000 Penalty: 4839.594727
	Iteration 72Q: 3 clusters Score -2332146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2332165.500000 Penalty: 4839.594727
	Iteration 73Q: 3 clusters Score -2332166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2332182.250000 Penalty: 4839.594727
	Iteration 74Q: 3 clusters Score -2332182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2332204.250000 Penalty: 4839.594727
	Iteration 75Q: 3 clusters Score -2332204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2332226.250000 Penalty: 4839.594727
	Iteration 76Q: 3 clusters Score -2332226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2332248.750000 Penalty: 4839.594727
	Iteration 77Q: 3 clusters Score -2332249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2332270.000000 Penalty: 4839.594727
	Iteration 78Q: 3 clusters Score -2332270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2332291.500000 Penalty: 4839.594727
	Iteration 79Q: 3 clusters Score -2332292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2332308.000000 Penalty: 4839.594727
	Iteration 80F: 3 clusters Score -2332308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2332347.750000 Penalty: 4839.594727
	Iteration 81Q: 3 clusters Score -2332348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2332381.250000 Penalty: 4839.594727
	Iteration 82Q: 3 clusters Score -2332381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2332416.000000 Penalty: 4839.594727
	Iteration 83Q: 3 clusters Score -2332416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2332438.750000 Penalty: 4839.594727
	Iteration 84Q: 3 clusters Score -2332439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2332470.250000 Penalty: 4839.594727
	Iteration 85Q: 3 clusters Score -2332470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2332510.000000 Penalty: 4839.594727
	Iteration 86Q: 3 clusters Score -2332510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2332550.250000 Penalty: 4839.594727
	Iteration 87Q: 3 clusters Score -2332550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2332587.500000 Penalty: 4839.594727
	Iteration 88Q: 3 clusters Score -2332588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2332611.750000 Penalty: 4839.594727
	Iteration 89Q: 3 clusters Score -2332612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2332628.750000 Penalty: 4839.594727
	Iteration 90Q: 3 clusters Score -2332629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2332638.500000 Penalty: 4839.594727
	Iteration 91Q: 3 clusters Score -2332638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2332645.000000 Penalty: 4839.594727
	Iteration 92Q: 3 clusters Score -2332645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2332654.250000 Penalty: 4839.594727
	Iteration 93Q: 3 clusters Score -2332654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2332662.250000 Penalty: 4839.594727
	Iteration 94Q: 3 clusters Score -2332662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2332668.500000 Penalty: 4839.594727
	Iteration 95Q: 3 clusters Score -2332668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2332673.250000 Penalty: 4839.594727
	Iteration 96Q: 3 clusters Score -2332673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2332680.500000 Penalty: 4839.594727
	Iteration 97Q: 3 clusters Score -2332680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2332689.750000 Penalty: 4839.594727
	Iteration 98Q: 3 clusters Score -2332690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2332692.000000 Penalty: 4839.594727
	Iteration 99Q: 3 clusters Score -2332692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2332697.750000 Penalty: 4839.594727
	Iteration 100F: 3 clusters Score -2332698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2332695.750000 Penalty: 4839.594727
	Iteration 101Q: 3 clusters Score -2332696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2332695.750000 Penalty: 4839.594727
	Iteration 102Q: 3 clusters Score -2332696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2332695.250000 Penalty: 4839.594727
	Iteration 103Q: 3 clusters Score -2332695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2332701.750000 Penalty: 4839.594727
	Iteration 104Q: 3 clusters Score -2332702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2332704.500000 Penalty: 4839.594727
	Iteration 105Q: 3 clusters Score -2332704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2332704.750000 Penalty: 4839.594727
	Iteration 106Q: 3 clusters Score -2332705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2332708.250000 Penalty: 4839.594727
	Iteration 107Q: 3 clusters Score -2332708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2332705.750000 Penalty: 4839.594727
	Iteration 108Q: 3 clusters Score -2332706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2332710.000000 Penalty: 4839.594727
	Iteration 109Q: 3 clusters Score -2332710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2332707.750000 Penalty: 4839.594727
	Iteration 110Q: 3 clusters Score -2332708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2332711.750000 Penalty: 4839.594727
	Iteration 111Q: 3 clusters Score -2332712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2332708.750000 Penalty: 4839.594727
	Iteration 112Q: 3 clusters Score -2332709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2332709.250000 Penalty: 4839.594727
	Iteration 113Q: 3 clusters Score -2332709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2332713.000000 Penalty: 4839.594727
	Iteration 114Q: 3 clusters Score -2332713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2332716.750000 Penalty: 4839.594727
	Iteration 115Q: 3 clusters Score -2332717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2332716.750000 Penalty: 4839.594727
	Iteration 116Q: 3 clusters Score -2332717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2332717.000000 Penalty: 4839.594727
	Iteration 117Q: 3 clusters Score -2332717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2332722.250000 Penalty: 4839.594727
	Iteration 118Q: 3 clusters Score -2332722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2332720.500000 Penalty: 4839.594727
	Iteration 119Q: 3 clusters Score -2332720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2332720.750000 Penalty: 4839.594727
	Iteration 120F: 3 clusters Score -2332721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2332721.250000 Penalty: 4839.594727
	Iteration 121Q: 3 clusters Score -2332721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2332724.500000 Penalty: 4839.594727
	Iteration 122Q: 3 clusters Score -2332724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2332727.250000 Penalty: 4839.594727
	Iteration 123Q: 3 clusters Score -2332727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2332730.250000 Penalty: 4839.594727
	Iteration 124Q: 3 clusters Score -2332730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2332726.250000 Penalty: 4839.594727
	Iteration 125Q: 3 clusters Score -2332726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2332733.750000 Penalty: 4839.594727
	Iteration 126Q: 3 clusters Score -2332734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2332738.000000 Penalty: 4839.594727
	Iteration 127Q: 3 clusters Score -2332738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2332739.000000 Penalty: 4839.594727
	Iteration 128Q: 3 clusters Score -2332739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2332740.750000 Penalty: 4839.594727
	Iteration 129Q: 3 clusters Score -2332741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2332738.250000 Penalty: 4839.594727
	Iteration 130Q: 3 clusters Score -2332738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2332739.000000 Penalty: 4839.594727
	Iteration 131Q: 3 clusters Score -2332739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2332740.000000 Penalty: 4839.594727
	Iteration 132Q: 3 clusters Score -2332740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2332740.000000 Penalty: 4839.594727
	Iteration 133F: 3 clusters Score -2332740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -850499.687500 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -850499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -844947.812500 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -844947.8 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -846414.750000 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -846414.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -846691.750000 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -846691.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -846907.187500 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -846907.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -847102.875000 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -847102.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -847263.625000 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -847263.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -847412.312500 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -847412.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -847544.125000 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -847544.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -847654.187500 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -847654.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -847761.500000 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -847761.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -847859.687500 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -847859.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -847936.125000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -847936.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -848016.875000 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -848016.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -848119.875000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -848119.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -848254.875000 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -848254.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -848388.562500 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -848388.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -848510.937500 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -848510.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -848601.875000 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -848601.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -848659.312500 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -848659.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -848709.937500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -848709.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -848745.500000 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -848745.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -848772.125000 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -848772.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -848794.687500 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -848794.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -848816.625000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -848816.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -848834.875000 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -848834.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -848851.312500 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -848851.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -848874.562500 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -848874.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -848896.375000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -848896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -848918.875000 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -848918.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -848932.500000 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -848932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -848940.625000 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -848940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -848947.375000 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -848947.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -848948.562500 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -848948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -848950.187500 Penalty: 4369.617676
	Iteration 33Q: 3 clusters Score -848950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -848949.312500 Penalty: 4369.617676
	Iteration 34Q: 3 clusters Score -848949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -848950.687500 Penalty: 4369.617676
	Iteration 35Q: 3 clusters Score -848950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -848950.687500 Penalty: 4369.617676
	Iteration 36F: 3 clusters Score -848950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -433890.312500 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -433890.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -430464.875000 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -430464.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -431178.968750 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -431179 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -431379.750000 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -431379.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -431501.000000 Penalty: 4041.198242
	Iteration 3Q: 3 clusters Score -431501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -431583.125000 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -431583.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -431634.343750 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -431634.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -431676.250000 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -431676.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -431721.468750 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -431721.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -431758.625000 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -431758.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -431791.093750 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -431791.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -431828.968750 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -431829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -431877.500000 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -431877.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -431924.968750 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -431925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -431972.687500 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -431972.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -432025.250000 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -432025.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -432070.562500 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -432070.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -432101.906250 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -432101.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -432131.312500 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -432131.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -432155.343750 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -432155.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -432183.843750 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -432183.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -432216.593750 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -432216.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -432240.437500 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -432240.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -432249.562500 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -432249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -432257.031250 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -432257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -432260.750000 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -432260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -432264.000000 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -432264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -432269.156250 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -432269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -432274.656250 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -432274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -432282.125000 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -432282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -432286.937500 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -432286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -432290.187500 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -432290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -432292.656250 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -432292.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -432295.593750 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -432295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -432298.656250 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -432298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -432298.843750 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -432298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -432301.125000 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -432301.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -432305.031250 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -432305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -432307.343750 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -432307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -432307.375000 Penalty: 4041.198242
	Iteration 38Q: 3 clusters Score -432307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -432307.375000 Penalty: 4041.198242
	Iteration 39F: 3 clusters Score -432307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1837982.625000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1837983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1827794.375000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1827794 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1831195.375000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1831195 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1831856.000000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1831856 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1832465.625000 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1832466 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1833013.875000 Penalty: 4738.784180
	Iteration 4F: 3 clusters Score -1833014 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1833546.750000 Penalty: 4738.784180
	Iteration 5F: 3 clusters Score -1833547 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1834054.000000 Penalty: 4738.784180
	Iteration 6F: 3 clusters Score -1834054 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1834556.750000 Penalty: 4738.784180
	Iteration 7F: 3 clusters Score -1834557 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1835002.875000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1835003 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1835374.750000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1835375 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1835680.500000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1835680 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1835923.000000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1835923 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1836111.500000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1836112 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1836268.250000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1836268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1836422.000000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1836422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1836556.875000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1836557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1836666.750000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1836667 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1836759.250000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1836759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1836827.500000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1836828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1836877.875000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1836878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1836908.500000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1836908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1836926.875000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1836927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1836942.125000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1836942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1836955.625000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1836956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1836970.625000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1836971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1836988.375000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1836988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1837004.000000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1837004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1837016.750000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1837017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1837027.500000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1837028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1837041.250000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1837041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1837046.250000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1837046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1837047.000000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1837047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1837048.500000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1837048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1837053.000000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1837053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1837051.750000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1837052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1837053.250000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1837053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1837056.875000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1837057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1837053.375000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1837053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1837053.750000 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1837054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1837053.500000 Penalty: 4738.784180
	Iteration 39Q: 3 clusters Score -1837054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1837054.625000 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1837055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1837056.375000 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1837056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1837055.875000 Penalty: 4738.784180
	Iteration 42Q: 3 clusters Score -1837056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1837057.375000 Penalty: 4738.784180
	Iteration 43Q: 3 clusters Score -1837057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1837060.000000 Penalty: 4738.784180
	Iteration 44Q: 3 clusters Score -1837060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1837063.375000 Penalty: 4738.784180
	Iteration 45Q: 3 clusters Score -1837063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1837062.375000 Penalty: 4738.784180
	Iteration 46Q: 3 clusters Score -1837062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1837062.500000 Penalty: 4738.784180
	Iteration 47Q: 3 clusters Score -1837062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1837062.375000 Penalty: 4738.784180
	Iteration 48Q: 3 clusters Score -1837062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1837062.375000 Penalty: 4738.784180
	Iteration 49F: 3 clusters Score -1837062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 18600 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227900 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67853 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 136079 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 128120 members 
Mstep: Class 20 contains 104964 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119679 members 
Mstep: Class 30 contains 76504 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132080.000000 Penalty: 119358.375000
Iteration 359Q: 35 clusters Score -1.811321e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 18598 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227906 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67851 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136026 members 
Mstep: Class 17 contains 69294 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 104958 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119682 members 
Mstep: Class 30 contains 76505 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132032.000000 Penalty: 119358.375000
Iteration 360F: 35 clusters Score -1.81132e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227916 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 21051 members 
Mstep: Class 13 contains 67851 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 135992 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 128205 members 
Mstep: Class 20 contains 104947 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119685 members 
Mstep: Class 30 contains 76504 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131904.000000 Penalty: 119358.375000
Iteration 361Q: 35 clusters Score -1.811319e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28416 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227914 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 67850 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 135962 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128249 members 
Mstep: Class 20 contains 104932 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119688 members 
Mstep: Class 30 contains 76506 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131984.000000 Penalty: 119358.375000
Iteration 362Q: 35 clusters Score -1.81132e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28419 members 
Mstep: Class 4 contains 18594 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227909 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 67848 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 135937 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128294 members 
Mstep: Class 20 contains 104915 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119692 members 
Mstep: Class 30 contains 76502 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 363Q: 35 clusters Score -1.81132e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 18593 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227901 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 67845 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 135923 members 
Mstep: Class 17 contains 69294 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128334 members 
Mstep: Class 20 contains 104903 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119700 members 
Mstep: Class 30 contains 76492 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 364Q: 35 clusters Score -1.811321e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227893 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21054 members 
Mstep: Class 13 contains 67841 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 135923 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128374 members 
Mstep: Class 20 contains 104900 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119687 members 
Mstep: Class 30 contains 76484 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132192.000000 Penalty: 119358.375000
Iteration 365Q: 35 clusters Score -1.811322e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227891 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67840 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 135911 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128402 members 
Mstep: Class 20 contains 104899 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119689 members 
Mstep: Class 30 contains 76471 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132256.000000 Penalty: 119358.375000
Iteration 366Q: 35 clusters Score -1.811323e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227884 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 135934 members 
Mstep: Class 17 contains 69295 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128388 members 
Mstep: Class 20 contains 104901 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119690 members 
Mstep: Class 30 contains 76473 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132176.000000 Penalty: 119358.375000
Iteration 367Q: 35 clusters Score -1.811322e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28421 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227876 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 67836 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 135970 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128365 members 
Mstep: Class 20 contains 104902 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119685 members 
Mstep: Class 30 contains 76473 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132240.000000 Penalty: 119358.375000
Iteration 368Q: 35 clusters Score -1.811322e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227874 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67835 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136010 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128321 members 
Mstep: Class 20 contains 104911 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119693 members 
Mstep: Class 30 contains 76463 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132192.000000 Penalty: 119358.375000
Iteration 369Q: 35 clusters Score -1.811322e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227867 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 67835 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136062 members 
Mstep: Class 17 contains 69298 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128279 members 
Mstep: Class 20 contains 104906 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119697 members 
Mstep: Class 30 contains 76459 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 370Q: 35 clusters Score -1.811321e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18583 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227859 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21051 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136093 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128255 members 
Mstep: Class 20 contains 104909 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119705 members 
Mstep: Class 30 contains 76453 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132208.000000 Penalty: 119358.375000
Iteration 371Q: 35 clusters Score -1.811322e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227852 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21051 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 136121 members 
Mstep: Class 17 contains 69291 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128237 members 
Mstep: Class 20 contains 104917 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119709 members 
Mstep: Class 30 contains 76449 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132240.000000 Penalty: 119358.375000
Iteration 372Q: 35 clusters Score -1.811322e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227836 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136143 members 
Mstep: Class 17 contains 69291 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128224 members 
Mstep: Class 20 contains 104923 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41268 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119710 members 
Mstep: Class 30 contains 76447 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132064.000000 Penalty: 119358.375000
Iteration 373Q: 35 clusters Score -1.811321e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227821 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 136161 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128216 members 
Mstep: Class 20 contains 104930 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119719 members 
Mstep: Class 30 contains 76443 members 
Mstep: Class 31 contains 17278 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132016.000000 Penalty: 119358.375000
Iteration 374Q: 35 clusters Score -1.81132e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227805 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 136184 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128209 members 
Mstep: Class 20 contains 104930 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41270 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119731 members 
Mstep: Class 30 contains 76439 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132032.000000 Penalty: 119358.375000
Iteration 375Q: 35 clusters Score -1.81132e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227795 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67835 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136195 members 
Mstep: Class 17 contains 69289 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128209 members 
Mstep: Class 20 contains 104923 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119740 members 
Mstep: Class 30 contains 76434 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132128.000000 Penalty: 119358.375000
Iteration 376Q: 35 clusters Score -1.811321e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227786 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 136237 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128185 members 
Mstep: Class 20 contains 104918 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41271 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119740 members 
Mstep: Class 30 contains 76433 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 377Q: 35 clusters Score -1.811321e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227785 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136273 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128159 members 
Mstep: Class 20 contains 104918 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119739 members 
Mstep: Class 30 contains 76426 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132032.000000 Penalty: 119358.375000
Iteration 378Q: 35 clusters Score -1.81132e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227780 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136304 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128143 members 
Mstep: Class 20 contains 104920 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41268 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119736 members 
Mstep: Class 30 contains 76426 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131968.000000 Penalty: 119358.375000
Iteration 379Q: 35 clusters Score -1.81132e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227773 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67834 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 136347 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128115 members 
Mstep: Class 20 contains 104915 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41267 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119739 members 
Mstep: Class 30 contains 76428 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132016.000000 Penalty: 119358.375000
Iteration 380F: 35 clusters Score -1.81132e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127800 members 
Mstep: Class 7 contains 227765 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67833 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 136398 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128081 members 
Mstep: Class 20 contains 104911 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41266 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119734 members 
Mstep: Class 30 contains 76427 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132064.000000 Penalty: 119358.375000
Iteration 381Q: 35 clusters Score -1.811321e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127800 members 
Mstep: Class 7 contains 227756 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67835 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136465 members 
Mstep: Class 17 contains 69288 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 128038 members 
Mstep: Class 20 contains 104905 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41266 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119728 members 
Mstep: Class 30 contains 76420 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181131952.000000 Penalty: 119358.375000
Iteration 382Q: 35 clusters Score -1.81132e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127800 members 
Mstep: Class 7 contains 227745 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67833 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136532 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127991 members 
Mstep: Class 20 contains 104902 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119733 members 
Mstep: Class 30 contains 76416 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132000.000000 Penalty: 119358.375000
Iteration 383Q: 35 clusters Score -1.81132e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227735 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67833 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 136608 members 
Mstep: Class 17 contains 69287 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127925 members 
Mstep: Class 20 contains 104896 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119742 members 
Mstep: Class 30 contains 76410 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 384Q: 35 clusters Score -1.81132e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227722 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67832 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 136675 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127878 members 
Mstep: Class 20 contains 104891 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119752 members 
Mstep: Class 30 contains 76403 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 385Q: 35 clusters Score -1.81132e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227714 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67831 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79339 members 
Mstep: Class 16 contains 136742 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127829 members 
Mstep: Class 20 contains 104885 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119754 members 
Mstep: Class 30 contains 76399 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132048.000000 Penalty: 119358.375000
Iteration 386Q: 35 clusters Score -1.81132e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227707 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67829 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 136813 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127775 members 
Mstep: Class 20 contains 104884 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119762 members 
Mstep: Class 30 contains 76393 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132208.000000 Penalty: 119358.375000
Iteration 387Q: 35 clusters Score -1.811322e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227706 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 136890 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127705 members 
Mstep: Class 20 contains 104877 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119770 members 
Mstep: Class 30 contains 76388 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132096.000000 Penalty: 119358.375000
Iteration 388Q: 35 clusters Score -1.811321e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227700 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 136970 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127648 members 
Mstep: Class 20 contains 104868 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119770 members 
Mstep: Class 30 contains 76382 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132144.000000 Penalty: 119358.375000
Iteration 389Q: 35 clusters Score -1.811321e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227688 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 137021 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127627 members 
Mstep: Class 20 contains 104860 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119770 members 
Mstep: Class 30 contains 76374 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132224.000000 Penalty: 119358.375000
Iteration 390Q: 35 clusters Score -1.811322e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227680 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 137071 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127587 members 
Mstep: Class 20 contains 104860 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119774 members 
Mstep: Class 30 contains 76370 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132192.000000 Penalty: 119358.375000
Iteration 391Q: 35 clusters Score -1.811322e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227668 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 137118 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 127558 members 
Mstep: Class 20 contains 104859 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119776 members 
Mstep: Class 30 contains 76369 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132272.000000 Penalty: 119358.375000
Iteration 392Q: 35 clusters Score -1.811323e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227657 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137169 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127516 members 
Mstep: Class 20 contains 104860 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119783 members 
Mstep: Class 30 contains 76367 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132320.000000 Penalty: 119358.375000
Iteration 393Q: 35 clusters Score -1.811323e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227650 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67827 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137220 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127476 members 
Mstep: Class 20 contains 104859 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119781 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132384.000000 Penalty: 119358.375000
Iteration 394Q: 35 clusters Score -1.811324e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227642 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137277 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127432 members 
Mstep: Class 20 contains 104861 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119774 members 
Mstep: Class 30 contains 76363 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132272.000000 Penalty: 119358.375000
Iteration 395Q: 35 clusters Score -1.811323e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227637 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137326 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127398 members 
Mstep: Class 20 contains 104858 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119771 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132304.000000 Penalty: 119358.375000
Iteration 396Q: 35 clusters Score -1.811323e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227631 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67829 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137366 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127366 members 
Mstep: Class 20 contains 104855 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119773 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132272.000000 Penalty: 119358.375000
Iteration 397Q: 35 clusters Score -1.811323e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227618 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137395 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127345 members 
Mstep: Class 20 contains 104856 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119769 members 
Mstep: Class 30 contains 76370 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132368.000000 Penalty: 119358.375000
Iteration 398Q: 35 clusters Score -1.811324e+08 nChanged 67
Entering ConstructFrom: 
Score: -181132368.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 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 620 members 
Entering Unmasked Estep 
Score: -157697.406250 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157697.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158066.062500 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158066.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158240.937500 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158240.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158349.671875 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158349.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158469.484375 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -158469.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -158743.296875 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -158743.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159342.875000 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -159342.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159569.265625 Penalty: 3540.484131
	Iteration 7F: 3 clusters Score -159569.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -159674.062500 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159674.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159750.953125 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159811.109375 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159833.531250 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159862.640625 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159874.156250 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159887.812500 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -159887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159897.015625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -159897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159902.015625 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -159902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159903.390625 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -159903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159905.921875 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -159905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159905.921875 Penalty: 3540.484131
	Iteration 19F: 3 clusters Score -159905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227608 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137430 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127325 members 
Mstep: Class 20 contains 104853 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119765 members 
Mstep: Class 30 contains 76372 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Mstep: Class 35 contains 992 members 
Entering Unmasked Estep 
Score: -181130592.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132368.000000 to -181130592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -795658.437500 Penalty: 2175.684082
	Iteration 0F: 2 clusters Score -795658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -790216.937500 Penalty: 4351.368164
	Iteration 0F: 3 clusters Score -790216.9 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -791626.375000 Penalty: 4351.368164
	Iteration 1F: 3 clusters Score -791626.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -791956.812500 Penalty: 4351.368164
	Iteration 2F: 3 clusters Score -791956.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -792174.562500 Penalty: 4351.368164
	Iteration 3F: 3 clusters Score -792174.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -792343.750000 Penalty: 4351.368164
	Iteration 4Q: 3 clusters Score -792343.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -792473.937500 Penalty: 4351.368164
	Iteration 5Q: 3 clusters Score -792473.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -792584.375000 Penalty: 4351.368164
	Iteration 6Q: 3 clusters Score -792584.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -792712.937500 Penalty: 4351.368164
	Iteration 7Q: 3 clusters Score -792712.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -792845.375000 Penalty: 4351.368164
	Iteration 8Q: 3 clusters Score -792845.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -792973.687500 Penalty: 4351.368164
	Iteration 9Q: 3 clusters Score -792973.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -793142.875000 Penalty: 4351.368164
	Iteration 10Q: 3 clusters Score -793142.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -793351.062500 Penalty: 4351.368164
	Iteration 11Q: 3 clusters Score -793351.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -793573.937500 Penalty: 4351.368164
	Iteration 12Q: 3 clusters Score -793573.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -793783.250000 Penalty: 4351.368164
	Iteration 13Q: 3 clusters Score -793783.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -793937.750000 Penalty: 4351.368164
	Iteration 14Q: 3 clusters Score -793937.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -794050.562500 Penalty: 4351.368164
	Iteration 15Q: 3 clusters Score -794050.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -794142.062500 Penalty: 4351.368164
	Iteration 16Q: 3 clusters Score -794142.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -794231.250000 Penalty: 4351.368164
	Iteration 17Q: 3 clusters Score -794231.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -794313.875000 Penalty: 4351.368164
	Iteration 18Q: 3 clusters Score -794313.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -794371.750000 Penalty: 4351.368164
	Iteration 19Q: 3 clusters Score -794371.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -794424.937500 Penalty: 4351.368164
	Iteration 20F: 3 clusters Score -794424.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -794474.125000 Penalty: 4351.368164
	Iteration 21Q: 3 clusters Score -794474.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -794516.500000 Penalty: 4351.368164
	Iteration 22Q: 3 clusters Score -794516.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -794590.250000 Penalty: 4351.368164
	Iteration 23Q: 3 clusters Score -794590.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -794643.250000 Penalty: 4351.368164
	Iteration 24Q: 3 clusters Score -794643.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -794675.437500 Penalty: 4351.368164
	Iteration 25Q: 3 clusters Score -794675.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -794695.437500 Penalty: 4351.368164
	Iteration 26Q: 3 clusters Score -794695.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -794710.687500 Penalty: 4351.368164
	Iteration 27Q: 3 clusters Score -794710.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -794722.000000 Penalty: 4351.368164
	Iteration 28Q: 3 clusters Score -794722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -794730.000000 Penalty: 4351.368164
	Iteration 29Q: 3 clusters Score -794730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -794736.375000 Penalty: 4351.368164
	Iteration 30Q: 3 clusters Score -794736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -794741.875000 Penalty: 4351.368164
	Iteration 31Q: 3 clusters Score -794741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -794743.250000 Penalty: 4351.368164
	Iteration 32Q: 3 clusters Score -794743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -794746.437500 Penalty: 4351.368164
	Iteration 33Q: 3 clusters Score -794746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -794746.437500 Penalty: 4351.368164
	Iteration 34F: 3 clusters Score -794746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Entering Unmasked Estep 
Score: -3747420.750000 Penalty: 2543.237305
	Iteration 0F: 2 clusters Score -3747421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3727891.250000 Penalty: 5086.474609
	Iteration 0F: 3 clusters Score -3727891 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3734596.000000 Penalty: 5086.474609
	Iteration 1F: 3 clusters Score -3734596 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3735025.500000 Penalty: 5086.474609
	Iteration 2Q: 3 clusters Score -3735026 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3735385.000000 Penalty: 5086.474609
	Iteration 3Q: 3 clusters Score -3735385 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3735700.750000 Penalty: 5086.474609
	Iteration 4Q: 3 clusters Score -3735701 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3736023.750000 Penalty: 5086.474609
	Iteration 5Q: 3 clusters Score -3736024 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3736440.500000 Penalty: 5086.474609
	Iteration 6Q: 3 clusters Score -3736440 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3737012.000000 Penalty: 5086.474609
	Iteration 7Q: 3 clusters Score -3737012 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3737841.000000 Penalty: 5086.474609
	Iteration 8F: 3 clusters Score -3737841 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3738967.250000 Penalty: 5086.474609
	Iteration 9F: 3 clusters Score -3738967 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3740475.000000 Penalty: 5086.474609
	Iteration 10F: 3 clusters Score -3740475 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3742039.000000 Penalty: 5086.474609
	Iteration 11F: 3 clusters Score -3742039 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3743367.750000 Penalty: 5086.474609
	Iteration 12F: 3 clusters Score -3743368 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3744228.750000 Penalty: 5086.474609
	Iteration 13Q: 3 clusters Score -3744229 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3744667.500000 Penalty: 5086.474609
	Iteration 14Q: 3 clusters Score -3744668 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3744914.250000 Penalty: 5086.474609
	Iteration 15Q: 3 clusters Score -3744914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3744998.000000 Penalty: 5086.474609
	Iteration 16Q: 3 clusters Score -3744998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3745050.750000 Penalty: 5086.474609
	Iteration 17Q: 3 clusters Score -3745051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3745077.500000 Penalty: 5086.474609
	Iteration 18Q: 3 clusters Score -3745078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3745100.000000 Penalty: 5086.474609
	Iteration 19Q: 3 clusters Score -3745100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3745134.250000 Penalty: 5086.474609
	Iteration 20F: 3 clusters Score -3745134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3745168.750000 Penalty: 5086.474609
	Iteration 21Q: 3 clusters Score -3745169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3745189.000000 Penalty: 5086.474609
	Iteration 22Q: 3 clusters Score -3745189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3745193.000000 Penalty: 5086.474609
	Iteration 23Q: 3 clusters Score -3745193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3745196.750000 Penalty: 5086.474609
	Iteration 24Q: 3 clusters Score -3745197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3745202.500000 Penalty: 5086.474609
	Iteration 25Q: 3 clusters Score -3745202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3745203.000000 Penalty: 5086.474609
	Iteration 26Q: 3 clusters Score -3745203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3745203.000000 Penalty: 5086.474609
	Iteration 27F: 3 clusters Score -3745203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Entering Unmasked Estep 
Score: -2507578.250000 Penalty: 2437.466797
	Iteration 0F: 2 clusters Score -2507578 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 9268 members 
Entering Unmasked Estep 
Score: -2494433.250000 Penalty: 4874.933594
	Iteration 0F: 3 clusters Score -2494433 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2498684.250000 Penalty: 4874.933594
	Iteration 1F: 3 clusters Score -2498684 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2499004.000000 Penalty: 4874.933594
	Iteration 2Q: 3 clusters Score -2499004 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2499299.250000 Penalty: 4874.933594
	Iteration 3Q: 3 clusters Score -2499299 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2499571.500000 Penalty: 4874.933594
	Iteration 4Q: 3 clusters Score -2499572 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2499823.750000 Penalty: 4874.933594
	Iteration 5Q: 3 clusters Score -2499824 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2500129.250000 Penalty: 4874.933594
	Iteration 6Q: 3 clusters Score -2500129 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2500461.500000 Penalty: 4874.933594
	Iteration 7Q: 3 clusters Score -2500462 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2500829.000000 Penalty: 4874.933594
	Iteration 8Q: 3 clusters Score -2500829 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2501235.750000 Penalty: 4874.933594
	Iteration 9Q: 3 clusters Score -2501236 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2501661.750000 Penalty: 4874.933594
	Iteration 10Q: 3 clusters Score -2501662 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2502138.000000 Penalty: 4874.933594
	Iteration 11Q: 3 clusters Score -2502138 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2502586.250000 Penalty: 4874.933594
	Iteration 12Q: 3 clusters Score -2502586 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2503016.500000 Penalty: 4874.933594
	Iteration 13Q: 3 clusters Score -2503016 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2503478.250000 Penalty: 4874.933594
	Iteration 14Q: 3 clusters Score -2503478 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2503989.250000 Penalty: 4874.933594
	Iteration 15Q: 3 clusters Score -2503989 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2504372.000000 Penalty: 4874.933594
	Iteration 16Q: 3 clusters Score -2504372 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2504560.250000 Penalty: 4874.933594
	Iteration 17Q: 3 clusters Score -2504560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2504677.250000 Penalty: 4874.933594
	Iteration 18Q: 3 clusters Score -2504677 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2504750.000000 Penalty: 4874.933594
	Iteration 19Q: 3 clusters Score -2504750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2504790.000000 Penalty: 4874.933594
	Iteration 20F: 3 clusters Score -2504790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2504844.500000 Penalty: 4874.933594
	Iteration 21Q: 3 clusters Score -2504844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2504863.750000 Penalty: 4874.933594
	Iteration 22Q: 3 clusters Score -2504864 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2504888.750000 Penalty: 4874.933594
	Iteration 23Q: 3 clusters Score -2504889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2504910.000000 Penalty: 4874.933594
	Iteration 24Q: 3 clusters Score -2504910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2504928.000000 Penalty: 4874.933594
	Iteration 25Q: 3 clusters Score -2504928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2504964.750000 Penalty: 4874.933594
	Iteration 26Q: 3 clusters Score -2504965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2504982.750000 Penalty: 4874.933594
	Iteration 27Q: 3 clusters Score -2504983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2505005.250000 Penalty: 4874.933594
	Iteration 28Q: 3 clusters Score -2505005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2505015.750000 Penalty: 4874.933594
	Iteration 29Q: 3 clusters Score -2505016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2505032.250000 Penalty: 4874.933594
	Iteration 30Q: 3 clusters Score -2505032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2505047.250000 Penalty: 4874.933594
	Iteration 31Q: 3 clusters Score -2505047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2505052.000000 Penalty: 4874.933594
	Iteration 32Q: 3 clusters Score -2505052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2505068.500000 Penalty: 4874.933594
	Iteration 33Q: 3 clusters Score -2505068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2505080.000000 Penalty: 4874.933594
	Iteration 34Q: 3 clusters Score -2505080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2505092.000000 Penalty: 4874.933594
	Iteration 35Q: 3 clusters Score -2505092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2505098.750000 Penalty: 4874.933594
	Iteration 36Q: 3 clusters Score -2505099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2505113.000000 Penalty: 4874.933594
	Iteration 37Q: 3 clusters Score -2505113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2505121.500000 Penalty: 4874.933594
	Iteration 38Q: 3 clusters Score -2505122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2505126.000000 Penalty: 4874.933594
	Iteration 39Q: 3 clusters Score -2505126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2505131.500000 Penalty: 4874.933594
	Iteration 40F: 3 clusters Score -2505132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2505129.750000 Penalty: 4874.933594
	Iteration 41Q: 3 clusters Score -2505130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2505134.500000 Penalty: 4874.933594
	Iteration 42Q: 3 clusters Score -2505134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2505136.750000 Penalty: 4874.933594
	Iteration 43Q: 3 clusters Score -2505137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2505140.500000 Penalty: 4874.933594
	Iteration 44Q: 3 clusters Score -2505140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2505144.000000 Penalty: 4874.933594
	Iteration 45Q: 3 clusters Score -2505144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2505140.750000 Penalty: 4874.933594
	Iteration 46Q: 3 clusters Score -2505141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2505155.750000 Penalty: 4874.933594
	Iteration 47Q: 3 clusters Score -2505156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2505166.250000 Penalty: 4874.933594
	Iteration 48Q: 3 clusters Score -2505166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2505166.000000 Penalty: 4874.933594
	Iteration 49Q: 3 clusters Score -2505166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2505164.500000 Penalty: 4874.933594
	Iteration 50Q: 3 clusters Score -2505164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2505175.750000 Penalty: 4874.933594
	Iteration 51Q: 3 clusters Score -2505176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2505181.750000 Penalty: 4874.933594
	Iteration 52Q: 3 clusters Score -2505182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2505186.750000 Penalty: 4874.933594
	Iteration 53Q: 3 clusters Score -2505187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2505196.250000 Penalty: 4874.933594
	Iteration 54Q: 3 clusters Score -2505196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2505205.750000 Penalty: 4874.933594
	Iteration 55Q: 3 clusters Score -2505206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2505213.750000 Penalty: 4874.933594
	Iteration 56Q: 3 clusters Score -2505214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2505218.750000 Penalty: 4874.933594
	Iteration 57Q: 3 clusters Score -2505219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2505221.250000 Penalty: 4874.933594
	Iteration 58Q: 3 clusters Score -2505221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2505232.000000 Penalty: 4874.933594
	Iteration 59Q: 3 clusters Score -2505232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2505230.000000 Penalty: 4874.933594
	Iteration 60F: 3 clusters Score -2505230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2505240.250000 Penalty: 4874.933594
	Iteration 61Q: 3 clusters Score -2505240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2505240.000000 Penalty: 4874.933594
	Iteration 62Q: 3 clusters Score -2505240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2505239.250000 Penalty: 4874.933594
	Iteration 63Q: 3 clusters Score -2505239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2505242.750000 Penalty: 4874.933594
	Iteration 64Q: 3 clusters Score -2505243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2505249.250000 Penalty: 4874.933594
	Iteration 65Q: 3 clusters Score -2505249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2505250.000000 Penalty: 4874.933594
	Iteration 66Q: 3 clusters Score -2505250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2505258.750000 Penalty: 4874.933594
	Iteration 67Q: 3 clusters Score -2505259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2505259.750000 Penalty: 4874.933594
	Iteration 68Q: 3 clusters Score -2505260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2505263.000000 Penalty: 4874.933594
	Iteration 69Q: 3 clusters Score -2505263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2505266.500000 Penalty: 4874.933594
	Iteration 70Q: 3 clusters Score -2505266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2505271.250000 Penalty: 4874.933594
	Iteration 71Q: 3 clusters Score -2505271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2505276.250000 Penalty: 4874.933594
	Iteration 72Q: 3 clusters Score -2505276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2505281.250000 Penalty: 4874.933594
	Iteration 73Q: 3 clusters Score -2505281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2505284.500000 Penalty: 4874.933594
	Iteration 74Q: 3 clusters Score -2505284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2505295.000000 Penalty: 4874.933594
	Iteration 75Q: 3 clusters Score -2505295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2505299.000000 Penalty: 4874.933594
	Iteration 76Q: 3 clusters Score -2505299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2505304.000000 Penalty: 4874.933594
	Iteration 77Q: 3 clusters Score -2505304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2505307.750000 Penalty: 4874.933594
	Iteration 78Q: 3 clusters Score -2505308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2505318.000000 Penalty: 4874.933594
	Iteration 79Q: 3 clusters Score -2505318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2505321.750000 Penalty: 4874.933594
	Iteration 80F: 3 clusters Score -2505322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2505323.750000 Penalty: 4874.933594
	Iteration 81Q: 3 clusters Score -2505324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2505325.750000 Penalty: 4874.933594
	Iteration 82Q: 3 clusters Score -2505326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2505331.000000 Penalty: 4874.933594
	Iteration 83Q: 3 clusters Score -2505331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2505336.750000 Penalty: 4874.933594
	Iteration 84Q: 3 clusters Score -2505337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2505337.500000 Penalty: 4874.933594
	Iteration 85Q: 3 clusters Score -2505338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2505340.750000 Penalty: 4874.933594
	Iteration 86Q: 3 clusters Score -2505341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2505344.250000 Penalty: 4874.933594
	Iteration 87Q: 3 clusters Score -2505344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2505351.750000 Penalty: 4874.933594
	Iteration 88Q: 3 clusters Score -2505352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2505352.250000 Penalty: 4874.933594
	Iteration 89Q: 3 clusters Score -2505352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2505360.250000 Penalty: 4874.933594
	Iteration 90Q: 3 clusters Score -2505360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2505366.750000 Penalty: 4874.933594
	Iteration 91Q: 3 clusters Score -2505367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2505369.250000 Penalty: 4874.933594
	Iteration 92Q: 3 clusters Score -2505369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2505376.750000 Penalty: 4874.933594
	Iteration 93Q: 3 clusters Score -2505377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2505379.750000 Penalty: 4874.933594
	Iteration 94Q: 3 clusters Score -2505380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2505380.000000 Penalty: 4874.933594
	Iteration 95Q: 3 clusters Score -2505380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2505386.750000 Penalty: 4874.933594
	Iteration 96Q: 3 clusters Score -2505387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2505390.000000 Penalty: 4874.933594
	Iteration 97Q: 3 clusters Score -2505390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2505391.750000 Penalty: 4874.933594
	Iteration 98Q: 3 clusters Score -2505392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2505397.000000 Penalty: 4874.933594
	Iteration 99Q: 3 clusters Score -2505397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2505399.000000 Penalty: 4874.933594
	Iteration 100F: 3 clusters Score -2505399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2505399.500000 Penalty: 4874.933594
	Iteration 101Q: 3 clusters Score -2505400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2505401.000000 Penalty: 4874.933594
	Iteration 102Q: 3 clusters Score -2505401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2505396.000000 Penalty: 4874.933594
	Iteration 103Q: 3 clusters Score -2505396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2505395.000000 Penalty: 4874.933594
	Iteration 104Q: 3 clusters Score -2505395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2505400.250000 Penalty: 4874.933594
	Iteration 105Q: 3 clusters Score -2505400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2505405.500000 Penalty: 4874.933594
	Iteration 106Q: 3 clusters Score -2505406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2505402.500000 Penalty: 4874.933594
	Iteration 107Q: 3 clusters Score -2505402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2505402.000000 Penalty: 4874.933594
	Iteration 108Q: 3 clusters Score -2505402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2505404.250000 Penalty: 4874.933594
	Iteration 109Q: 3 clusters Score -2505404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2505405.250000 Penalty: 4874.933594
	Iteration 110Q: 3 clusters Score -2505405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2505411.750000 Penalty: 4874.933594
	Iteration 111Q: 3 clusters Score -2505412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2505413.000000 Penalty: 4874.933594
	Iteration 112Q: 3 clusters Score -2505413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2505412.250000 Penalty: 4874.933594
	Iteration 113Q: 3 clusters Score -2505412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2505416.750000 Penalty: 4874.933594
	Iteration 114Q: 3 clusters Score -2505417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2505418.000000 Penalty: 4874.933594
	Iteration 115Q: 3 clusters Score -2505418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2505415.750000 Penalty: 4874.933594
	Iteration 116Q: 3 clusters Score -2505416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2505415.750000 Penalty: 4874.933594
	Iteration 117F: 3 clusters Score -2505416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -1020389.125000 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -1020389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1013780.812500 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -1013781 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1015751.062500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -1015751 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1016204.312500 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -1016204 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1016533.000000 Penalty: 4472.190430
	Iteration 3F: 3 clusters Score -1016533 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1016823.687500 Penalty: 4472.190430
	Iteration 4F: 3 clusters Score -1016824 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1017091.812500 Penalty: 4472.190430
	Iteration 5F: 3 clusters Score -1017092 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1017336.500000 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -1017336 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1017551.500000 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -1017552 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1017739.187500 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -1017739 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1017911.500000 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -1017912 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1018050.187500 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -1018050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1018183.937500 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -1018184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1018312.500000 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -1018312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1018391.062500 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -1018391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1018448.250000 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -1018448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1018495.250000 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -1018495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1018537.437500 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -1018537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1018577.937500 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -1018578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1018612.687500 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -1018613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1018645.187500 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -1018645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1018665.937500 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -1018666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1018681.437500 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -1018681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1018690.812500 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -1018691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1018695.312500 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -1018695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1018703.875000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -1018704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1018709.750000 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -1018710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1018715.687500 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -1018716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1018721.687500 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -1018722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1018725.125000 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -1018725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1018730.562500 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -1018731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1018731.062500 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -1018731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1018735.625000 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -1018736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1018742.375000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -1018742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1018748.312500 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -1018748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1018750.437500 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -1018750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1018752.687500 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -1018753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1018754.562500 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -1018755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1018757.562500 Penalty: 4472.190430
	Iteration 37Q: 3 clusters Score -1018758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1018758.562500 Penalty: 4472.190430
	Iteration 38Q: 3 clusters Score -1018759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1018765.312500 Penalty: 4472.190430
	Iteration 39Q: 3 clusters Score -1018765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1018768.000000 Penalty: 4472.190430
	Iteration 40F: 3 clusters Score -1018768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1018775.000000 Penalty: 4472.190430
	Iteration 41Q: 3 clusters Score -1018775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1018776.562500 Penalty: 4472.190430
	Iteration 42Q: 3 clusters Score -1018777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1018778.250000 Penalty: 4472.190430
	Iteration 43Q: 3 clusters Score -1018778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1018781.875000 Penalty: 4472.190430
	Iteration 44Q: 3 clusters Score -1018782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1018784.187500 Penalty: 4472.190430
	Iteration 45Q: 3 clusters Score -1018784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1018784.250000 Penalty: 4472.190430
	Iteration 46Q: 3 clusters Score -1018784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1018786.750000 Penalty: 4472.190430
	Iteration 47Q: 3 clusters Score -1018787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1018784.687500 Penalty: 4472.190430
	Iteration 48Q: 3 clusters Score -1018785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1018785.187500 Penalty: 4472.190430
	Iteration 49Q: 3 clusters Score -1018785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1018785.187500 Penalty: 4472.190430
	Iteration 50F: 3 clusters Score -1018785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Entering Unmasked Estep 
Score: -16809602.000000 Penalty: 2916.040771
	Iteration 0F: 2 clusters Score -1.68096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -16725135.000000 Penalty: 5832.081543
	Iteration 0F: 3 clusters Score -1.672514e+07 nChanged 60334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -16759363.000000 Penalty: 5832.081543
	Iteration 1F: 3 clusters Score -1.675936e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -16760048.000000 Penalty: 5832.081543
	Iteration 2Q: 3 clusters Score -1.676005e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -16760726.000000 Penalty: 5832.081543
	Iteration 3Q: 3 clusters Score -1.676073e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -16761378.000000 Penalty: 5832.081543
	Iteration 4Q: 3 clusters Score -1.676138e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -16761982.000000 Penalty: 5832.081543
	Iteration 5Q: 3 clusters Score -1.676198e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -16762782.000000 Penalty: 5832.081543
	Iteration 6Q: 3 clusters Score -1.676278e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -16763784.000000 Penalty: 5832.081543
	Iteration 7Q: 3 clusters Score -1.676378e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -16765033.000000 Penalty: 5832.081543
	Iteration 8Q: 3 clusters Score -1.676503e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -16766631.000000 Penalty: 5832.081543
	Iteration 9Q: 3 clusters Score -1.676663e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -16768647.000000 Penalty: 5832.081543
	Iteration 10Q: 3 clusters Score -1.676865e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -16771020.000000 Penalty: 5832.081543
	Iteration 11Q: 3 clusters Score -1.677102e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -16773422.000000 Penalty: 5832.081543
	Iteration 12Q: 3 clusters Score -1.677342e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -16775222.000000 Penalty: 5832.081543
	Iteration 13Q: 3 clusters Score -1.677522e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -16776938.000000 Penalty: 5832.081543
	Iteration 14Q: 3 clusters Score -1.677694e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -16778078.000000 Penalty: 5832.081543
	Iteration 15Q: 3 clusters Score -1.677808e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -16778942.000000 Penalty: 5832.081543
	Iteration 16Q: 3 clusters Score -1.677894e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -16779570.000000 Penalty: 5832.081543
	Iteration 17Q: 3 clusters Score -1.677957e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -16780024.000000 Penalty: 5832.081543
	Iteration 18Q: 3 clusters Score -1.678002e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -16780384.000000 Penalty: 5832.081543
	Iteration 19Q: 3 clusters Score -1.678038e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -16780690.000000 Penalty: 5832.081543
	Iteration 20F: 3 clusters Score -1.678069e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -16780812.000000 Penalty: 5832.081543
	Iteration 21Q: 3 clusters Score -1.678081e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -16781048.000000 Penalty: 5832.081543
	Iteration 22Q: 3 clusters Score -1.678105e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -16781322.000000 Penalty: 5832.081543
	Iteration 23Q: 3 clusters Score -1.678132e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -16781576.000000 Penalty: 5832.081543
	Iteration 24Q: 3 clusters Score -1.678158e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -16782068.000000 Penalty: 5832.081543
	Iteration 25Q: 3 clusters Score -1.678207e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -16782632.000000 Penalty: 5832.081543
	Iteration 26Q: 3 clusters Score -1.678263e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -16783346.000000 Penalty: 5832.081543
	Iteration 27Q: 3 clusters Score -1.678335e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -16784482.000000 Penalty: 5832.081543
	Iteration 28Q: 3 clusters Score -1.678448e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -16786030.000000 Penalty: 5832.081543
	Iteration 29Q: 3 clusters Score -1.678603e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -16787462.000000 Penalty: 5832.081543
	Iteration 30Q: 3 clusters Score -1.678746e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -16788752.000000 Penalty: 5832.081543
	Iteration 31Q: 3 clusters Score -1.678875e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -16789600.000000 Penalty: 5832.081543
	Iteration 32Q: 3 clusters Score -1.67896e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -16790166.000000 Penalty: 5832.081543
	Iteration 33Q: 3 clusters Score -1.679017e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -16790596.000000 Penalty: 5832.081543
	Iteration 34Q: 3 clusters Score -1.67906e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -16791100.000000 Penalty: 5832.081543
	Iteration 35Q: 3 clusters Score -1.67911e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -16791576.000000 Penalty: 5832.081543
	Iteration 36Q: 3 clusters Score -1.679158e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90830 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -16792050.000000 Penalty: 5832.081543
	Iteration 37Q: 3 clusters Score -1.679205e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -16792612.000000 Penalty: 5832.081543
	Iteration 38Q: 3 clusters Score -1.679261e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -16793270.000000 Penalty: 5832.081543
	Iteration 39Q: 3 clusters Score -1.679327e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -16794014.000000 Penalty: 5832.081543
	Iteration 40F: 3 clusters Score -1.679401e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -16794768.000000 Penalty: 5832.081543
	Iteration 41Q: 3 clusters Score -1.679477e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -16795432.000000 Penalty: 5832.081543
	Iteration 42Q: 3 clusters Score -1.679543e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -16796326.000000 Penalty: 5832.081543
	Iteration 43Q: 3 clusters Score -1.679633e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105727 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -16797238.000000 Penalty: 5832.081543
	Iteration 44Q: 3 clusters Score -1.679724e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -16798108.000000 Penalty: 5832.081543
	Iteration 45Q: 3 clusters Score -1.679811e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -16798918.000000 Penalty: 5832.081543
	Iteration 46Q: 3 clusters Score -1.679892e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -16799858.000000 Penalty: 5832.081543
	Iteration 47Q: 3 clusters Score -1.679986e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113549 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -16800788.000000 Penalty: 5832.081543
	Iteration 48Q: 3 clusters Score -1.680079e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -16801604.000000 Penalty: 5832.081543
	Iteration 49Q: 3 clusters Score -1.68016e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -16802330.000000 Penalty: 5832.081543
	Iteration 50Q: 3 clusters Score -1.680233e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -16803014.000000 Penalty: 5832.081543
	Iteration 51Q: 3 clusters Score -1.680301e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119432 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -16803648.000000 Penalty: 5832.081543
	Iteration 52Q: 3 clusters Score -1.680365e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -16804198.000000 Penalty: 5832.081543
	Iteration 53Q: 3 clusters Score -1.68042e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -16804672.000000 Penalty: 5832.081543
	Iteration 54Q: 3 clusters Score -1.680467e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122382 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -16805056.000000 Penalty: 5832.081543
	Iteration 55Q: 3 clusters Score -1.680506e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -16805400.000000 Penalty: 5832.081543
	Iteration 56Q: 3 clusters Score -1.68054e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -16805672.000000 Penalty: 5832.081543
	Iteration 57Q: 3 clusters Score -1.680567e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -16805922.000000 Penalty: 5832.081543
	Iteration 58Q: 3 clusters Score -1.680592e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -16806076.000000 Penalty: 5832.081543
	Iteration 59Q: 3 clusters Score -1.680608e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125269 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -16806286.000000 Penalty: 5832.081543
	Iteration 60F: 3 clusters Score -1.680629e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125613 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16806472.000000 Penalty: 5832.081543
	Iteration 61Q: 3 clusters Score -1.680647e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -16806620.000000 Penalty: 5832.081543
	Iteration 62Q: 3 clusters Score -1.680662e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16806688.000000 Penalty: 5832.081543
	Iteration 63Q: 3 clusters Score -1.680669e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16806770.000000 Penalty: 5832.081543
	Iteration 64Q: 3 clusters Score -1.680677e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126466 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16806866.000000 Penalty: 5832.081543
	Iteration 65Q: 3 clusters Score -1.680687e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16806916.000000 Penalty: 5832.081543
	Iteration 66Q: 3 clusters Score -1.680692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126649 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16806956.000000 Penalty: 5832.081543
	Iteration 67Q: 3 clusters Score -1.680696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126702 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16806988.000000 Penalty: 5832.081543
	Iteration 68Q: 3 clusters Score -1.680699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16807020.000000 Penalty: 5832.081543
	Iteration 69Q: 3 clusters Score -1.680702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16807028.000000 Penalty: 5832.081543
	Iteration 70Q: 3 clusters Score -1.680703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16807050.000000 Penalty: 5832.081543
	Iteration 71Q: 3 clusters Score -1.680705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16807066.000000 Penalty: 5832.081543
	Iteration 72Q: 3 clusters Score -1.680707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16807082.000000 Penalty: 5832.081543
	Iteration 73Q: 3 clusters Score -1.680708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16807104.000000 Penalty: 5832.081543
	Iteration 74Q: 3 clusters Score -1.68071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16807108.000000 Penalty: 5832.081543
	Iteration 75Q: 3 clusters Score -1.680711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16807102.000000 Penalty: 5832.081543
	Iteration 76Q: 3 clusters Score -1.68071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16807112.000000 Penalty: 5832.081543
	Iteration 77Q: 3 clusters Score -1.680711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16807128.000000 Penalty: 5832.081543
	Iteration 78Q: 3 clusters Score -1.680713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16807112.000000 Penalty: 5832.081543
	Iteration 79Q: 3 clusters Score -1.680711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16807118.000000 Penalty: 5832.081543
	Iteration 80F: 3 clusters Score -1.680712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16807118.000000 Penalty: 5832.081543
	Iteration 81Q: 3 clusters Score -1.680712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16807110.000000 Penalty: 5832.081543
	Iteration 82Q: 3 clusters Score -1.680711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127053 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16807122.000000 Penalty: 5832.081543
	Iteration 83Q: 3 clusters Score -1.680712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16807122.000000 Penalty: 5832.081543
	Iteration 84Q: 3 clusters Score -1.680712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16807128.000000 Penalty: 5832.081543
	Iteration 85Q: 3 clusters Score -1.680713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16807132.000000 Penalty: 5832.081543
	Iteration 86Q: 3 clusters Score -1.680713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16807140.000000 Penalty: 5832.081543
	Iteration 87Q: 3 clusters Score -1.680714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127105 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16807142.000000 Penalty: 5832.081543
	Iteration 88Q: 3 clusters Score -1.680714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127105 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16807148.000000 Penalty: 5832.081543
	Iteration 89Q: 3 clusters Score -1.680715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16807148.000000 Penalty: 5832.081543
	Iteration 90Q: 3 clusters Score -1.680715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16807148.000000 Penalty: 5832.081543
	Iteration 91Q: 3 clusters Score -1.680715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16807156.000000 Penalty: 5832.081543
	Iteration 92Q: 3 clusters Score -1.680716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16807156.000000 Penalty: 5832.081543
	Iteration 93F: 3 clusters Score -1.680716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (227608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227608 members 
Entering Unmasked Estep 
Score: -30431200.000000 Penalty: 3059.174316
	Iteration 0F: 2 clusters Score -3.04312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113403 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -30293626.000000 Penalty: 6118.348633
	Iteration 0F: 3 clusters Score -3.029363e+07 nChanged 109455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -30358464.000000 Penalty: 6118.348633
	Iteration 1F: 3 clusters Score -3.035846e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -30360480.000000 Penalty: 6118.348633
	Iteration 2Q: 3 clusters Score -3.036048e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -30364322.000000 Penalty: 6118.348633
	Iteration 3Q: 3 clusters Score -3.036432e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -30370676.000000 Penalty: 6118.348633
	Iteration 4F: 3 clusters Score -3.037068e+07 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -30381624.000000 Penalty: 6118.348633
	Iteration 5F: 3 clusters Score -3.038162e+07 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 183668 members 
Entering Unmasked Estep 
Score: -30396552.000000 Penalty: 6118.348633
	Iteration 6F: 3 clusters Score -3.039655e+07 nChanged 19425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 203063 members 
Entering Unmasked Estep 
Score: -30410550.000000 Penalty: 6118.348633
	Iteration 7F: 3 clusters Score -3.041055e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 216827 members 
Entering Unmasked Estep 
Score: -30420788.000000 Penalty: 6118.348633
	Iteration 8F: 3 clusters Score -3.042079e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 223892 members 
Entering Unmasked Estep 
Score: -30425660.000000 Penalty: 6118.348633
	Iteration 9Q: 3 clusters Score -3.042566e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 226382 members 
Entering Unmasked Estep 
Score: -30427568.000000 Penalty: 6118.348633
	Iteration 10Q: 3 clusters Score -3.042757e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 227097 members 
Entering Unmasked Estep 
Score: -30428138.000000 Penalty: 6118.348633
	Iteration 11Q: 3 clusters Score -3.042814e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227262 members 
Entering Unmasked Estep 
Score: -30428278.000000 Penalty: 6118.348633
	Iteration 12Q: 3 clusters Score -3.042828e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 227316 members 
Entering Unmasked Estep 
Score: -30428420.000000 Penalty: 6118.348633
	Iteration 13Q: 3 clusters Score -3.042842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -30428416.000000 Penalty: 6118.348633
	Iteration 14Q: 3 clusters Score -3.042842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -30428478.000000 Penalty: 6118.348633
	Iteration 15Q: 3 clusters Score -3.042848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227347 members 
Entering Unmasked Estep 
Score: -30428460.000000 Penalty: 6118.348633
	Iteration 16Q: 3 clusters Score -3.042846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227353 members 
Entering Unmasked Estep 
Score: -30428480.000000 Penalty: 6118.348633
	Iteration 17Q: 3 clusters Score -3.042848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227359 members 
Entering Unmasked Estep 
Score: -30428500.000000 Penalty: 6118.348633
	Iteration 18Q: 3 clusters Score -3.04285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227359 members 
Entering Unmasked Estep 
Score: -30428520.000000 Penalty: 6118.348633
	Iteration 19Q: 3 clusters Score -3.042852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227361 members 
Entering Unmasked Estep 
Score: -30428522.000000 Penalty: 6118.348633
	Iteration 20F: 3 clusters Score -3.042852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227363 members 
Entering Unmasked Estep 
Score: -30428518.000000 Penalty: 6118.348633
	Iteration 21Q: 3 clusters Score -3.042852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227364 members 
Entering Unmasked Estep 
Score: -30428520.000000 Penalty: 6118.348633
	Iteration 22Q: 3 clusters Score -3.042852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227364 members 
Entering Unmasked Estep 
Score: -30428508.000000 Penalty: 6118.348633
	Iteration 23Q: 3 clusters Score -3.042851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227362 members 
Entering Unmasked Estep 
Score: -30428518.000000 Penalty: 6118.348633
	Iteration 24Q: 3 clusters Score -3.042852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227360 members 
Entering Unmasked Estep 
Score: -30428528.000000 Penalty: 6118.348633
	Iteration 25Q: 3 clusters Score -3.042853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227360 members 
Entering Unmasked Estep 
Score: -30428528.000000 Penalty: 6118.348633
	Iteration 26F: 3 clusters Score -3.042853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -580304.625000 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -580304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -575958.125000 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -575958.1 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -576958.812500 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -576958.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -577158.312500 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -577158.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -577311.312500 Penalty: 4183.170410
	Iteration 3F: 3 clusters Score -577311.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -577457.625000 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -577457.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -577587.062500 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -577587.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -577696.750000 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -577696.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -577785.750000 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -577785.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -577874.687500 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -577874.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -577965.375000 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -577965.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -578054.437500 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -578054.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -578139.687500 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -578139.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -578228.125000 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -578228.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -578289.062500 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -578289.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -578339.437500 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -578339.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -578383.625000 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -578383.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -578426.750000 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -578426.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -578463.312500 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -578463.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -578488.937500 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -578488.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -578504.812500 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -578504.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -578519.000000 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -578519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -578530.000000 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -578530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -578538.062500 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -578538.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -578545.562500 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -578545.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -578553.750000 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -578553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -578560.562500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -578560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -578567.250000 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -578567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -578571.500000 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -578571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -578574.812500 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -578574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -578575.250000 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -578575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -578577.062500 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -578577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578577.312500 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -578577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -578577.437500 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -578577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578579.125000 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -578579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578579.125000 Penalty: 4183.170410
	Iteration 34F: 3 clusters Score -578579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159697.593750 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159697.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160188.796875 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160188.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160412.484375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160412.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -160620.203125 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -160620.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160916.515625 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -160916.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161363.296875 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -161363.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161883.109375 Penalty: 3559.801270
	Iteration 6F: 3 clusters Score -161883.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162012.000000 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162051.828125 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162078.484375 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162078.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -162130.750000 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162130.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162236.187500 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -162236.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -162345.078125 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -162345.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162404.765625 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -162404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162438.687500 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -162438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162471.343750 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -162471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162486.171875 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -162486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162506.765625 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -162506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162521.046875 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -162521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162524.328125 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -162524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162529.578125 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -162529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162533.781250 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -162533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -162539.156250 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -162539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -162539.156250 Penalty: 3559.801270
	Iteration 23F: 3 clusters Score -162539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227608 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137430 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127325 members 
Mstep: Class 20 contains 104853 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119765 members 
Mstep: Class 30 contains 76372 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Mstep: Class 35 contains 818 members 
Entering Unmasked Estep 
Score: -181131360.000000 Penalty: 122868.914062
Splitting cluster 9 changes total score from -181132368.000000 to -181131360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -567244.437500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -567244.4 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 2402 members 
Entering Unmasked Estep 
Score: -562859.375000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -562859.4 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -564251.250000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -564251.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -564860.937500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -564860.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -565446.000000 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -565446 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -566006.875000 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -566006.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -566428.937500 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -566428.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -566634.812500 Penalty: 4211.359375
	Iteration 6F: 3 clusters Score -566634.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -566743.562500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -566743.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -566790.875000 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -566790.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -566822.562500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -566822.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -566843.562500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -566843.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566849.562500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -566849.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566853.687500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -566853.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -566857.375000 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -566857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -566859.750000 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -566859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -566860.875000 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -566860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -566862.750000 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -566862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -566864.812500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -566864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566868.000000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -566868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566869.562500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -566869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -566871.125000 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -566871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -566871.562500 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -566871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566872.500000 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -566872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -566872.375000 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -566872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -566872.375000 Penalty: 4211.359375
	Iteration 24F: 3 clusters Score -566872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -628054.750000 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -628054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -623389.312500 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -623389.3 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -624657.312500 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -624657.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -625012.375000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -625012.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -625293.812500 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -625293.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -625540.375000 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -625540.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -625724.062500 Penalty: 4250.425781
	Iteration 5Q: 3 clusters Score -625724.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -625881.562500 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -625881.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -626021.750000 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -626021.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -626155.375000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -626155.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -626266.687500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -626266.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -626354.187500 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -626354.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -626425.687500 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -626425.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -626486.187500 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -626486.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -626534.000000 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -626534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -626563.812500 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -626563.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -626584.437500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -626584.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -626600.812500 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -626600.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -626615.750000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -626615.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -626636.375000 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -626636.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -626652.812500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -626652.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -626667.250000 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -626667.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -626681.000000 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -626681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -626697.750000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -626697.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -626714.375000 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -626714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -626733.125000 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -626733.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -626750.500000 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -626750.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -626773.437500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -626773.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -626800.625000 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -626800.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -626823.937500 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -626823.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -626852.187500 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -626852.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -626872.500000 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -626872.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -626900.750000 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -626900.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -626929.937500 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -626929.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -626961.750000 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -626961.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -626992.250000 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -626992.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -627022.687500 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -627022.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -627045.750000 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -627045.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -627057.500000 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -627057.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -627067.375000 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -627067.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -627073.500000 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -627073.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -627078.375000 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -627078.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -627080.375000 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -627080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -627084.625000 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -627084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -627084.562500 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -627084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -627084.562500 Penalty: 4250.425781
	Iteration 44F: 3 clusters Score -627084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Entering Unmasked Estep 
Score: -2743100.000000 Penalty: 2468.613281
	Iteration 0F: 2 clusters Score -2743100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2728307.500000 Penalty: 4937.226562
	Iteration 0F: 3 clusters Score -2728308 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2733220.000000 Penalty: 4937.226562
	Iteration 1F: 3 clusters Score -2733220 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2733586.000000 Penalty: 4937.226562
	Iteration 2F: 3 clusters Score -2733586 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2733870.000000 Penalty: 4937.226562
	Iteration 3Q: 3 clusters Score -2733870 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2734156.750000 Penalty: 4937.226562
	Iteration 4Q: 3 clusters Score -2734157 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2734470.750000 Penalty: 4937.226562
	Iteration 5Q: 3 clusters Score -2734471 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2734847.250000 Penalty: 4937.226562
	Iteration 6Q: 3 clusters Score -2734847 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2735334.250000 Penalty: 4937.226562
	Iteration 7Q: 3 clusters Score -2735334 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2735924.250000 Penalty: 4937.226562
	Iteration 8F: 3 clusters Score -2735924 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2736636.250000 Penalty: 4937.226562
	Iteration 9F: 3 clusters Score -2736636 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2737428.750000 Penalty: 4937.226562
	Iteration 10F: 3 clusters Score -2737429 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2738222.500000 Penalty: 4937.226562
	Iteration 11F: 3 clusters Score -2738222 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2738842.000000 Penalty: 4937.226562
	Iteration 12Q: 3 clusters Score -2738842 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2739395.000000 Penalty: 4937.226562
	Iteration 13Q: 3 clusters Score -2739395 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2739937.750000 Penalty: 4937.226562
	Iteration 14Q: 3 clusters Score -2739938 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2740433.750000 Penalty: 4937.226562
	Iteration 15Q: 3 clusters Score -2740434 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2740811.250000 Penalty: 4937.226562
	Iteration 16Q: 3 clusters Score -2740811 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2741009.500000 Penalty: 4937.226562
	Iteration 17Q: 3 clusters Score -2741010 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2741114.000000 Penalty: 4937.226562
	Iteration 18Q: 3 clusters Score -2741114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2741173.750000 Penalty: 4937.226562
	Iteration 19Q: 3 clusters Score -2741174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2741233.250000 Penalty: 4937.226562
	Iteration 20F: 3 clusters Score -2741233 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2741270.000000 Penalty: 4937.226562
	Iteration 21Q: 3 clusters Score -2741270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2741312.000000 Penalty: 4937.226562
	Iteration 22Q: 3 clusters Score -2741312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2741313.250000 Penalty: 4937.226562
	Iteration 23Q: 3 clusters Score -2741313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2741321.250000 Penalty: 4937.226562
	Iteration 24Q: 3 clusters Score -2741321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2741329.750000 Penalty: 4937.226562
	Iteration 25Q: 3 clusters Score -2741330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2741334.000000 Penalty: 4937.226562
	Iteration 26Q: 3 clusters Score -2741334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2741344.500000 Penalty: 4937.226562
	Iteration 27Q: 3 clusters Score -2741344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2741343.000000 Penalty: 4937.226562
	Iteration 28Q: 3 clusters Score -2741343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2741347.000000 Penalty: 4937.226562
	Iteration 29Q: 3 clusters Score -2741347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2741362.000000 Penalty: 4937.226562
	Iteration 30Q: 3 clusters Score -2741362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2741369.000000 Penalty: 4937.226562
	Iteration 31Q: 3 clusters Score -2741369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2741366.250000 Penalty: 4937.226562
	Iteration 32Q: 3 clusters Score -2741366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2741368.250000 Penalty: 4937.226562
	Iteration 33Q: 3 clusters Score -2741368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2741371.750000 Penalty: 4937.226562
	Iteration 34Q: 3 clusters Score -2741372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2741373.500000 Penalty: 4937.226562
	Iteration 35Q: 3 clusters Score -2741374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2741383.000000 Penalty: 4937.226562
	Iteration 36Q: 3 clusters Score -2741383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2741379.250000 Penalty: 4937.226562
	Iteration 37Q: 3 clusters Score -2741379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2741376.500000 Penalty: 4937.226562
	Iteration 38Q: 3 clusters Score -2741376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2741383.500000 Penalty: 4937.226562
	Iteration 39Q: 3 clusters Score -2741384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2741386.000000 Penalty: 4937.226562
	Iteration 40F: 3 clusters Score -2741386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2741387.750000 Penalty: 4937.226562
	Iteration 41Q: 3 clusters Score -2741388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2741389.750000 Penalty: 4937.226562
	Iteration 42Q: 3 clusters Score -2741390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2741397.500000 Penalty: 4937.226562
	Iteration 43Q: 3 clusters Score -2741398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2741402.750000 Penalty: 4937.226562
	Iteration 44Q: 3 clusters Score -2741403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2741399.750000 Penalty: 4937.226562
	Iteration 45Q: 3 clusters Score -2741400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2741401.500000 Penalty: 4937.226562
	Iteration 46Q: 3 clusters Score -2741402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2741401.500000 Penalty: 4937.226562
	Iteration 47F: 3 clusters Score -2741402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Entering Unmasked Estep 
Score: -8973954.000000 Penalty: 2758.933105
	Iteration 0F: 2 clusters Score -8973954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8928713.000000 Penalty: 5517.866211
	Iteration 0F: 3 clusters Score -8928713 nChanged 31645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -8946550.000000 Penalty: 5517.866211
	Iteration 1F: 3 clusters Score -8946550 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -8947763.000000 Penalty: 5517.866211
	Iteration 2Q: 3 clusters Score -8947763 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -8949295.000000 Penalty: 5517.866211
	Iteration 3F: 3 clusters Score -8949295 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -8951524.000000 Penalty: 5517.866211
	Iteration 4F: 3 clusters Score -8951524 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -8954416.000000 Penalty: 5517.866211
	Iteration 5F: 3 clusters Score -8954416 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -8957692.000000 Penalty: 5517.866211
	Iteration 6F: 3 clusters Score -8957692 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -8961208.000000 Penalty: 5517.866211
	Iteration 7F: 3 clusters Score -8961208 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -8964390.000000 Penalty: 5517.866211
	Iteration 8F: 3 clusters Score -8964390 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8967327.000000 Penalty: 5517.866211
	Iteration 9Q: 3 clusters Score -8967327 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8969472.000000 Penalty: 5517.866211
	Iteration 10Q: 3 clusters Score -8969472 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8970725.000000 Penalty: 5517.866211
	Iteration 11Q: 3 clusters Score -8970725 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8971438.000000 Penalty: 5517.866211
	Iteration 12Q: 3 clusters Score -8971438 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8971888.000000 Penalty: 5517.866211
	Iteration 13Q: 3 clusters Score -8971888 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8972262.000000 Penalty: 5517.866211
	Iteration 14Q: 3 clusters Score -8972262 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8972516.000000 Penalty: 5517.866211
	Iteration 15Q: 3 clusters Score -8972516 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8972693.000000 Penalty: 5517.866211
	Iteration 16Q: 3 clusters Score -8972693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8972775.000000 Penalty: 5517.866211
	Iteration 17Q: 3 clusters Score -8972775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8972832.000000 Penalty: 5517.866211
	Iteration 18Q: 3 clusters Score -8972832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8972875.000000 Penalty: 5517.866211
	Iteration 19Q: 3 clusters Score -8972875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8972894.000000 Penalty: 5517.866211
	Iteration 20F: 3 clusters Score -8972894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8972919.000000 Penalty: 5517.866211
	Iteration 21Q: 3 clusters Score -8972919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8972920.000000 Penalty: 5517.866211
	Iteration 22Q: 3 clusters Score -8972920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8972927.000000 Penalty: 5517.866211
	Iteration 23Q: 3 clusters Score -8972927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8972945.000000 Penalty: 5517.866211
	Iteration 24Q: 3 clusters Score -8972945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8972953.000000 Penalty: 5517.866211
	Iteration 25Q: 3 clusters Score -8972953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8972960.000000 Penalty: 5517.866211
	Iteration 26Q: 3 clusters Score -8972960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8972958.000000 Penalty: 5517.866211
	Iteration 27Q: 3 clusters Score -8972958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8972954.000000 Penalty: 5517.866211
	Iteration 28Q: 3 clusters Score -8972954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8972951.000000 Penalty: 5517.866211
	Iteration 29Q: 3 clusters Score -8972951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8972947.000000 Penalty: 5517.866211
	Iteration 30Q: 3 clusters Score -8972947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8972953.000000 Penalty: 5517.866211
	Iteration 31Q: 3 clusters Score -8972953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8972950.000000 Penalty: 5517.866211
	Iteration 32Q: 3 clusters Score -8972950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8972951.000000 Penalty: 5517.866211
	Iteration 33Q: 3 clusters Score -8972951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8972954.000000 Penalty: 5517.866211
	Iteration 34Q: 3 clusters Score -8972954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8972953.000000 Penalty: 5517.866211
	Iteration 35Q: 3 clusters Score -8972953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8972947.000000 Penalty: 5517.866211
	Iteration 36Q: 3 clusters Score -8972947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8972947.000000 Penalty: 5517.866211
	Iteration 37F: 3 clusters Score -8972947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -300364.062500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -300364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297437.656250 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -297437.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -298186.218750 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -298186.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -298531.187500 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -298531.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -298890.687500 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -298890.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -299134.875000 Penalty: 3880.925049
	Iteration 4F: 3 clusters Score -299134.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -299269.062500 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -299269.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -299387.468750 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -299387.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -299481.593750 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -299481.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -299537.531250 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -299537.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -299568.812500 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -299568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -299591.843750 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -299591.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -299628.156250 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -299628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299648.281250 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -299648.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299670.250000 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -299670.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -299682.843750 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -299682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -299689.781250 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -299689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -299692.000000 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -299692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299692.750000 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -299692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299694.843750 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -299694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -299696.125000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -299696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -299697.531250 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -299697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -299697.343750 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -299697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -299697.593750 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -299697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -299697.593750 Penalty: 3880.925049
	Iteration 23F: 3 clusters Score -299697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Entering Unmasked Estep 
Score: -10528104.000000 Penalty: 2797.817627
	Iteration 0F: 2 clusters Score -1.05281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -10474996.000000 Penalty: 5595.635254
	Iteration 0F: 3 clusters Score -1.0475e+07 nChanged 37300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -10496114.000000 Penalty: 5595.635254
	Iteration 1F: 3 clusters Score -1.049611e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -10496619.000000 Penalty: 5595.635254
	Iteration 2Q: 3 clusters Score -1.049662e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -10497195.000000 Penalty: 5595.635254
	Iteration 3Q: 3 clusters Score -1.04972e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -10498047.000000 Penalty: 5595.635254
	Iteration 4Q: 3 clusters Score -1.049805e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -10499371.000000 Penalty: 5595.635254
	Iteration 5Q: 3 clusters Score -1.049937e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -10501510.000000 Penalty: 5595.635254
	Iteration 6F: 3 clusters Score -1.050151e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -10505203.000000 Penalty: 5595.635254
	Iteration 7F: 3 clusters Score -1.05052e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -10510692.000000 Penalty: 5595.635254
	Iteration 8F: 3 clusters Score -1.051069e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -10517010.000000 Penalty: 5595.635254
	Iteration 9F: 3 clusters Score -1.051701e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10521990.000000 Penalty: 5595.635254
	Iteration 10F: 3 clusters Score -1.052199e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10524382.000000 Penalty: 5595.635254
	Iteration 11Q: 3 clusters Score -1.052438e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10525238.000000 Penalty: 5595.635254
	Iteration 12Q: 3 clusters Score -1.052524e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10525592.000000 Penalty: 5595.635254
	Iteration 13Q: 3 clusters Score -1.052559e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10525764.000000 Penalty: 5595.635254
	Iteration 14Q: 3 clusters Score -1.052576e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10525862.000000 Penalty: 5595.635254
	Iteration 15Q: 3 clusters Score -1.052586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10525926.000000 Penalty: 5595.635254
	Iteration 16Q: 3 clusters Score -1.052593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10525959.000000 Penalty: 5595.635254
	Iteration 17Q: 3 clusters Score -1.052596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10525994.000000 Penalty: 5595.635254
	Iteration 18Q: 3 clusters Score -1.052599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10526032.000000 Penalty: 5595.635254
	Iteration 19Q: 3 clusters Score -1.052603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10526035.000000 Penalty: 5595.635254
	Iteration 20F: 3 clusters Score -1.052604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10526042.000000 Penalty: 5595.635254
	Iteration 21Q: 3 clusters Score -1.052604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10526046.000000 Penalty: 5595.635254
	Iteration 22Q: 3 clusters Score -1.052605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10526052.000000 Penalty: 5595.635254
	Iteration 23Q: 3 clusters Score -1.052605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10526057.000000 Penalty: 5595.635254
	Iteration 24Q: 3 clusters Score -1.052606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10526053.000000 Penalty: 5595.635254
	Iteration 25Q: 3 clusters Score -1.052605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10526054.000000 Penalty: 5595.635254
	Iteration 26Q: 3 clusters Score -1.052605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10526052.000000 Penalty: 5595.635254
	Iteration 27Q: 3 clusters Score -1.052605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10526060.000000 Penalty: 5595.635254
	Iteration 28Q: 3 clusters Score -1.052606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10526069.000000 Penalty: 5595.635254
	Iteration 29Q: 3 clusters Score -1.052607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10526071.000000 Penalty: 5595.635254
	Iteration 30Q: 3 clusters Score -1.052607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10526067.000000 Penalty: 5595.635254
	Iteration 31Q: 3 clusters Score -1.052607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10526080.000000 Penalty: 5595.635254
	Iteration 32Q: 3 clusters Score -1.052608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10526077.000000 Penalty: 5595.635254
	Iteration 33Q: 3 clusters Score -1.052608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10526077.000000 Penalty: 5595.635254
	Iteration 34F: 3 clusters Score -1.052608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (137430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Entering Unmasked Estep 
Score: -18384390.000000 Penalty: 2934.055664
	Iteration 0F: 2 clusters Score -1.838439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -18294370.000000 Penalty: 5868.111328
	Iteration 0F: 3 clusters Score -1.829437e+07 nChanged 65412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -18332256.000000 Penalty: 5868.111328
	Iteration 1F: 3 clusters Score -1.833226e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -18333030.000000 Penalty: 5868.111328
	Iteration 2Q: 3 clusters Score -1.833303e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -18333838.000000 Penalty: 5868.111328
	Iteration 3Q: 3 clusters Score -1.833384e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -18334878.000000 Penalty: 5868.111328
	Iteration 4Q: 3 clusters Score -1.833488e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -18336524.000000 Penalty: 5868.111328
	Iteration 5Q: 3 clusters Score -1.833652e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -18338962.000000 Penalty: 5868.111328
	Iteration 6Q: 3 clusters Score -1.833896e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -18342638.000000 Penalty: 5868.111328
	Iteration 7F: 3 clusters Score -1.834264e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -18347954.000000 Penalty: 5868.111328
	Iteration 8F: 3 clusters Score -1.834795e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -18355508.000000 Penalty: 5868.111328
	Iteration 9F: 3 clusters Score -1.835551e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -18363940.000000 Penalty: 5868.111328
	Iteration 10F: 3 clusters Score -1.836394e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -18372198.000000 Penalty: 5868.111328
	Iteration 11F: 3 clusters Score -1.83722e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -18378882.000000 Penalty: 5868.111328
	Iteration 12Q: 3 clusters Score -1.837888e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -18381624.000000 Penalty: 5868.111328
	Iteration 13Q: 3 clusters Score -1.838162e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -18382344.000000 Penalty: 5868.111328
	Iteration 14Q: 3 clusters Score -1.838234e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -18382620.000000 Penalty: 5868.111328
	Iteration 15Q: 3 clusters Score -1.838262e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119808 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -18382742.000000 Penalty: 5868.111328
	Iteration 16Q: 3 clusters Score -1.838274e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -18382826.000000 Penalty: 5868.111328
	Iteration 17Q: 3 clusters Score -1.838283e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -18382850.000000 Penalty: 5868.111328
	Iteration 18Q: 3 clusters Score -1.838285e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -18382846.000000 Penalty: 5868.111328
	Iteration 19Q: 3 clusters Score -1.838285e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -18382868.000000 Penalty: 5868.111328
	Iteration 20F: 3 clusters Score -1.838287e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -18382862.000000 Penalty: 5868.111328
	Iteration 21Q: 3 clusters Score -1.838286e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -18382914.000000 Penalty: 5868.111328
	Iteration 22Q: 3 clusters Score -1.838291e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -18382930.000000 Penalty: 5868.111328
	Iteration 23Q: 3 clusters Score -1.838293e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -18382930.000000 Penalty: 5868.111328
	Iteration 24Q: 3 clusters Score -1.838293e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -18382988.000000 Penalty: 5868.111328
	Iteration 25Q: 3 clusters Score -1.838299e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -18383004.000000 Penalty: 5868.111328
	Iteration 26Q: 3 clusters Score -1.8383e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -18383032.000000 Penalty: 5868.111328
	Iteration 27Q: 3 clusters Score -1.838303e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -18383010.000000 Penalty: 5868.111328
	Iteration 28Q: 3 clusters Score -1.838301e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -18383008.000000 Penalty: 5868.111328
	Iteration 29Q: 3 clusters Score -1.838301e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -18383000.000000 Penalty: 5868.111328
	Iteration 30Q: 3 clusters Score -1.8383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -18383018.000000 Penalty: 5868.111328
	Iteration 31Q: 3 clusters Score -1.838302e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -18383058.000000 Penalty: 5868.111328
	Iteration 32Q: 3 clusters Score -1.838306e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -18383058.000000 Penalty: 5868.111328
	Iteration 33Q: 3 clusters Score -1.838306e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -18383078.000000 Penalty: 5868.111328
	Iteration 34Q: 3 clusters Score -1.838308e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -18383046.000000 Penalty: 5868.111328
	Iteration 35Q: 3 clusters Score -1.838305e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124344 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -18383012.000000 Penalty: 5868.111328
	Iteration 36Q: 3 clusters Score -1.838301e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124471 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -18383008.000000 Penalty: 5868.111328
	Iteration 37Q: 3 clusters Score -1.838301e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -18383026.000000 Penalty: 5868.111328
	Iteration 38Q: 3 clusters Score -1.838303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -18383026.000000 Penalty: 5868.111328
	Iteration 39Q: 3 clusters Score -1.838303e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -18383020.000000 Penalty: 5868.111328
	Iteration 40F: 3 clusters Score -1.838302e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -18383048.000000 Penalty: 5868.111328
	Iteration 41Q: 3 clusters Score -1.838305e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -18383012.000000 Penalty: 5868.111328
	Iteration 42Q: 3 clusters Score -1.838301e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -18383040.000000 Penalty: 5868.111328
	Iteration 43Q: 3 clusters Score -1.838304e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -18383058.000000 Penalty: 5868.111328
	Iteration 44Q: 3 clusters Score -1.838306e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -18383062.000000 Penalty: 5868.111328
	Iteration 45Q: 3 clusters Score -1.838306e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -18383088.000000 Penalty: 5868.111328
	Iteration 46Q: 3 clusters Score -1.838309e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -18383062.000000 Penalty: 5868.111328
	Iteration 47Q: 3 clusters Score -1.838306e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125999 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -18383064.000000 Penalty: 5868.111328
	Iteration 48Q: 3 clusters Score -1.838306e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -18383112.000000 Penalty: 5868.111328
	Iteration 49Q: 3 clusters Score -1.838311e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -18383156.000000 Penalty: 5868.111328
	Iteration 50Q: 3 clusters Score -1.838316e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -18383136.000000 Penalty: 5868.111328
	Iteration 51Q: 3 clusters Score -1.838314e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126590 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -18383160.000000 Penalty: 5868.111328
	Iteration 52Q: 3 clusters Score -1.838316e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -18383172.000000 Penalty: 5868.111328
	Iteration 53Q: 3 clusters Score -1.838317e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126884 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -18383204.000000 Penalty: 5868.111328
	Iteration 54Q: 3 clusters Score -1.83832e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -18383246.000000 Penalty: 5868.111328
	Iteration 55Q: 3 clusters Score -1.838325e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -18383262.000000 Penalty: 5868.111328
	Iteration 56Q: 3 clusters Score -1.838326e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -18383252.000000 Penalty: 5868.111328
	Iteration 57Q: 3 clusters Score -1.838325e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -18383258.000000 Penalty: 5868.111328
	Iteration 58Q: 3 clusters Score -1.838326e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -18383240.000000 Penalty: 5868.111328
	Iteration 59Q: 3 clusters Score -1.838324e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -18383232.000000 Penalty: 5868.111328
	Iteration 60F: 3 clusters Score -1.838323e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -18383228.000000 Penalty: 5868.111328
	Iteration 61Q: 3 clusters Score -1.838323e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -18383258.000000 Penalty: 5868.111328
	Iteration 62Q: 3 clusters Score -1.838326e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -18383248.000000 Penalty: 5868.111328
	Iteration 63Q: 3 clusters Score -1.838325e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128094 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -18383234.000000 Penalty: 5868.111328
	Iteration 64Q: 3 clusters Score -1.838323e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128193 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -18383246.000000 Penalty: 5868.111328
	Iteration 65Q: 3 clusters Score -1.838325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128275 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -18383268.000000 Penalty: 5868.111328
	Iteration 66Q: 3 clusters Score -1.838327e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128362 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -18383290.000000 Penalty: 5868.111328
	Iteration 67Q: 3 clusters Score -1.838329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -18383292.000000 Penalty: 5868.111328
	Iteration 68Q: 3 clusters Score -1.838329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -18383298.000000 Penalty: 5868.111328
	Iteration 69Q: 3 clusters Score -1.83833e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -18383314.000000 Penalty: 5868.111328
	Iteration 70Q: 3 clusters Score -1.838331e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -18383344.000000 Penalty: 5868.111328
	Iteration 71Q: 3 clusters Score -1.838334e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -18383328.000000 Penalty: 5868.111328
	Iteration 72Q: 3 clusters Score -1.838333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -18383360.000000 Penalty: 5868.111328
	Iteration 73Q: 3 clusters Score -1.838336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -18383348.000000 Penalty: 5868.111328
	Iteration 74Q: 3 clusters Score -1.838335e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -18383366.000000 Penalty: 5868.111328
	Iteration 75Q: 3 clusters Score -1.838337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128889 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -18383346.000000 Penalty: 5868.111328
	Iteration 76Q: 3 clusters Score -1.838335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -18383356.000000 Penalty: 5868.111328
	Iteration 77Q: 3 clusters Score -1.838336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -18383368.000000 Penalty: 5868.111328
	Iteration 78Q: 3 clusters Score -1.838337e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129026 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -18383374.000000 Penalty: 5868.111328
	Iteration 79Q: 3 clusters Score -1.838337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129070 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -18383360.000000 Penalty: 5868.111328
	Iteration 80F: 3 clusters Score -1.838336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -18383370.000000 Penalty: 5868.111328
	Iteration 81Q: 3 clusters Score -1.838337e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -18383332.000000 Penalty: 5868.111328
	Iteration 82Q: 3 clusters Score -1.838333e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -18383332.000000 Penalty: 5868.111328
	Iteration 83Q: 3 clusters Score -1.838333e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -18383342.000000 Penalty: 5868.111328
	Iteration 84Q: 3 clusters Score -1.838334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -18383330.000000 Penalty: 5868.111328
	Iteration 85Q: 3 clusters Score -1.838333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -18383356.000000 Penalty: 5868.111328
	Iteration 86Q: 3 clusters Score -1.838336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129422 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -18383344.000000 Penalty: 5868.111328
	Iteration 87Q: 3 clusters Score -1.838334e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -18383346.000000 Penalty: 5868.111328
	Iteration 88Q: 3 clusters Score -1.838335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -18383314.000000 Penalty: 5868.111328
	Iteration 89Q: 3 clusters Score -1.838331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -18383334.000000 Penalty: 5868.111328
	Iteration 90Q: 3 clusters Score -1.838333e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -18383330.000000 Penalty: 5868.111328
	Iteration 91Q: 3 clusters Score -1.838333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129607 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -18383330.000000 Penalty: 5868.111328
	Iteration 92Q: 3 clusters Score -1.838333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -18383326.000000 Penalty: 5868.111328
	Iteration 93Q: 3 clusters Score -1.838333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -18383326.000000 Penalty: 5868.111328
	Iteration 94Q: 3 clusters Score -1.838333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -18383338.000000 Penalty: 5868.111328
	Iteration 95Q: 3 clusters Score -1.838334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -18383340.000000 Penalty: 5868.111328
	Iteration 96Q: 3 clusters Score -1.838334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -18383352.000000 Penalty: 5868.111328
	Iteration 97Q: 3 clusters Score -1.838335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -18383346.000000 Penalty: 5868.111328
	Iteration 98Q: 3 clusters Score -1.838335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129756 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -18383340.000000 Penalty: 5868.111328
	Iteration 99Q: 3 clusters Score -1.838334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -18383354.000000 Penalty: 5868.111328
	Iteration 100F: 3 clusters Score -1.838335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -18383364.000000 Penalty: 5868.111328
	Iteration 101Q: 3 clusters Score -1.838336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129821 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -18383376.000000 Penalty: 5868.111328
	Iteration 102Q: 3 clusters Score -1.838338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -18383374.000000 Penalty: 5868.111328
	Iteration 103Q: 3 clusters Score -1.838337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -18383380.000000 Penalty: 5868.111328
	Iteration 104Q: 3 clusters Score -1.838338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -18383396.000000 Penalty: 5868.111328
	Iteration 105Q: 3 clusters Score -1.83834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -18383418.000000 Penalty: 5868.111328
	Iteration 106Q: 3 clusters Score -1.838342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -18383416.000000 Penalty: 5868.111328
	Iteration 107Q: 3 clusters Score -1.838342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -18383402.000000 Penalty: 5868.111328
	Iteration 108Q: 3 clusters Score -1.83834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -18383410.000000 Penalty: 5868.111328
	Iteration 109Q: 3 clusters Score -1.838341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -18383424.000000 Penalty: 5868.111328
	Iteration 110Q: 3 clusters Score -1.838342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -18383424.000000 Penalty: 5868.111328
	Iteration 111Q: 3 clusters Score -1.838342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -18383436.000000 Penalty: 5868.111328
	Iteration 112Q: 3 clusters Score -1.838344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -18383420.000000 Penalty: 5868.111328
	Iteration 113Q: 3 clusters Score -1.838342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129951 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -18383406.000000 Penalty: 5868.111328
	Iteration 114Q: 3 clusters Score -1.838341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -18383398.000000 Penalty: 5868.111328
	Iteration 115Q: 3 clusters Score -1.83834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -18383418.000000 Penalty: 5868.111328
	Iteration 116Q: 3 clusters Score -1.838342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129989 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -18383412.000000 Penalty: 5868.111328
	Iteration 117Q: 3 clusters Score -1.838341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130005 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -18383416.000000 Penalty: 5868.111328
	Iteration 118Q: 3 clusters Score -1.838342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -18383428.000000 Penalty: 5868.111328
	Iteration 119Q: 3 clusters Score -1.838343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130034 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -18383452.000000 Penalty: 5868.111328
	Iteration 120F: 3 clusters Score -1.838345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -18383430.000000 Penalty: 5868.111328
	Iteration 121Q: 3 clusters Score -1.838343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -18383434.000000 Penalty: 5868.111328
	Iteration 122Q: 3 clusters Score -1.838343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -18383432.000000 Penalty: 5868.111328
	Iteration 123Q: 3 clusters Score -1.838343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -18383430.000000 Penalty: 5868.111328
	Iteration 124Q: 3 clusters Score -1.838343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -18383432.000000 Penalty: 5868.111328
	Iteration 125Q: 3 clusters Score -1.838343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -18383432.000000 Penalty: 5868.111328
	Iteration 126Q: 3 clusters Score -1.838343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -18383446.000000 Penalty: 5868.111328
	Iteration 127Q: 3 clusters Score -1.838345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -18383436.000000 Penalty: 5868.111328
	Iteration 128Q: 3 clusters Score -1.838344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130066 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -18383450.000000 Penalty: 5868.111328
	Iteration 129Q: 3 clusters Score -1.838345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130068 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -18383436.000000 Penalty: 5868.111328
	Iteration 130Q: 3 clusters Score -1.838344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -18383432.000000 Penalty: 5868.111328
	Iteration 131Q: 3 clusters Score -1.838343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130070 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -18383430.000000 Penalty: 5868.111328
	Iteration 132Q: 3 clusters Score -1.838343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -18383430.000000 Penalty: 5868.111328
	Iteration 133Q: 3 clusters Score -1.838343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -18383436.000000 Penalty: 5868.111328
	Iteration 134Q: 3 clusters Score -1.838344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130073 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -18383420.000000 Penalty: 5868.111328
	Iteration 135Q: 3 clusters Score -1.838342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -18383422.000000 Penalty: 5868.111328
	Iteration 136Q: 3 clusters Score -1.838342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -18383422.000000 Penalty: 5868.111328
	Iteration 137F: 3 clusters Score -1.838342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Entering Unmasked Estep 
Score: -9202971.000000 Penalty: 2764.196777
	Iteration 0F: 2 clusters Score -9202971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -9156586.000000 Penalty: 5528.393555
	Iteration 0F: 3 clusters Score -9156586 nChanged 32436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -9174661.000000 Penalty: 5528.393555
	Iteration 1F: 3 clusters Score -9174661 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -9175516.000000 Penalty: 5528.393555
	Iteration 2Q: 3 clusters Score -9175516 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -9176523.000000 Penalty: 5528.393555
	Iteration 3Q: 3 clusters Score -9176523 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -9178212.000000 Penalty: 5528.393555
	Iteration 4F: 3 clusters Score -9178212 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9180872.000000 Penalty: 5528.393555
	Iteration 5F: 3 clusters Score -9180872 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -9184955.000000 Penalty: 5528.393555
	Iteration 6F: 3 clusters Score -9184955 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -9189792.000000 Penalty: 5528.393555
	Iteration 7F: 3 clusters Score -9189792 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -9194284.000000 Penalty: 5528.393555
	Iteration 8F: 3 clusters Score -9194284 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -9197515.000000 Penalty: 5528.393555
	Iteration 9Q: 3 clusters Score -9197515 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9199148.000000 Penalty: 5528.393555
	Iteration 10Q: 3 clusters Score -9199148 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9199814.000000 Penalty: 5528.393555
	Iteration 11Q: 3 clusters Score -9199814 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9200119.000000 Penalty: 5528.393555
	Iteration 12Q: 3 clusters Score -9200119 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9200304.000000 Penalty: 5528.393555
	Iteration 13Q: 3 clusters Score -9200304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9200426.000000 Penalty: 5528.393555
	Iteration 14Q: 3 clusters Score -9200426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9200490.000000 Penalty: 5528.393555
	Iteration 15Q: 3 clusters Score -9200490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9200521.000000 Penalty: 5528.393555
	Iteration 16Q: 3 clusters Score -9200521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9200545.000000 Penalty: 5528.393555
	Iteration 17Q: 3 clusters Score -9200545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9200563.000000 Penalty: 5528.393555
	Iteration 18Q: 3 clusters Score -9200563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9200575.000000 Penalty: 5528.393555
	Iteration 19Q: 3 clusters Score -9200575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9200578.000000 Penalty: 5528.393555
	Iteration 20F: 3 clusters Score -9200578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9200574.000000 Penalty: 5528.393555
	Iteration 21Q: 3 clusters Score -9200574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9200593.000000 Penalty: 5528.393555
	Iteration 22Q: 3 clusters Score -9200593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9200597.000000 Penalty: 5528.393555
	Iteration 23Q: 3 clusters Score -9200597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9200603.000000 Penalty: 5528.393555
	Iteration 24Q: 3 clusters Score -9200603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9200609.000000 Penalty: 5528.393555
	Iteration 25Q: 3 clusters Score -9200609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9200611.000000 Penalty: 5528.393555
	Iteration 26Q: 3 clusters Score -9200611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9200611.000000 Penalty: 5528.393555
	Iteration 27F: 3 clusters Score -9200611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Entering Unmasked Estep 
Score: -1995963.625000 Penalty: 2390.003418
	Iteration 0F: 2 clusters Score -1995964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1984933.500000 Penalty: 4780.006836
	Iteration 0F: 3 clusters Score -1984934 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1988654.375000 Penalty: 4780.006836
	Iteration 1F: 3 clusters Score -1988654 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1989343.500000 Penalty: 4780.006836
	Iteration 2F: 3 clusters Score -1989344 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1990027.125000 Penalty: 4780.006836
	Iteration 3F: 3 clusters Score -1990027 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1990674.625000 Penalty: 4780.006836
	Iteration 4F: 3 clusters Score -1990675 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1991291.500000 Penalty: 4780.006836
	Iteration 5F: 3 clusters Score -1991292 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1991947.250000 Penalty: 4780.006836
	Iteration 6F: 3 clusters Score -1991947 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1992490.375000 Penalty: 4780.006836
	Iteration 7F: 3 clusters Score -1992490 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1992863.375000 Penalty: 4780.006836
	Iteration 8Q: 3 clusters Score -1992863 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1993115.250000 Penalty: 4780.006836
	Iteration 9Q: 3 clusters Score -1993115 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1993281.250000 Penalty: 4780.006836
	Iteration 10Q: 3 clusters Score -1993281 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1993401.500000 Penalty: 4780.006836
	Iteration 11Q: 3 clusters Score -1993402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1993493.875000 Penalty: 4780.006836
	Iteration 12Q: 3 clusters Score -1993494 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1993572.500000 Penalty: 4780.006836
	Iteration 13Q: 3 clusters Score -1993572 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1993624.125000 Penalty: 4780.006836
	Iteration 14Q: 3 clusters Score -1993624 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1993677.125000 Penalty: 4780.006836
	Iteration 15Q: 3 clusters Score -1993677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1993738.750000 Penalty: 4780.006836
	Iteration 16Q: 3 clusters Score -1993739 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1993789.375000 Penalty: 4780.006836
	Iteration 17Q: 3 clusters Score -1993789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1993822.625000 Penalty: 4780.006836
	Iteration 18Q: 3 clusters Score -1993823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1993842.125000 Penalty: 4780.006836
	Iteration 19Q: 3 clusters Score -1993842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1993855.125000 Penalty: 4780.006836
	Iteration 20F: 3 clusters Score -1993855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1993872.125000 Penalty: 4780.006836
	Iteration 21Q: 3 clusters Score -1993872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1993872.250000 Penalty: 4780.006836
	Iteration 22Q: 3 clusters Score -1993872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1993875.500000 Penalty: 4780.006836
	Iteration 23Q: 3 clusters Score -1993876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1993879.125000 Penalty: 4780.006836
	Iteration 24Q: 3 clusters Score -1993879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1993881.625000 Penalty: 4780.006836
	Iteration 25Q: 3 clusters Score -1993882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1993881.250000 Penalty: 4780.006836
	Iteration 26Q: 3 clusters Score -1993881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1993877.375000 Penalty: 4780.006836
	Iteration 27Q: 3 clusters Score -1993877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1993883.000000 Penalty: 4780.006836
	Iteration 28Q: 3 clusters Score -1993883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1993882.375000 Penalty: 4780.006836
	Iteration 29Q: 3 clusters Score -1993882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1993883.125000 Penalty: 4780.006836
	Iteration 30Q: 3 clusters Score -1993883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1993882.125000 Penalty: 4780.006836
	Iteration 31Q: 3 clusters Score -1993882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1993884.125000 Penalty: 4780.006836
	Iteration 32Q: 3 clusters Score -1993884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1993885.250000 Penalty: 4780.006836
	Iteration 33Q: 3 clusters Score -1993885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1993892.500000 Penalty: 4780.006836
	Iteration 34Q: 3 clusters Score -1993892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1993890.375000 Penalty: 4780.006836
	Iteration 35Q: 3 clusters Score -1993890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1993891.250000 Penalty: 4780.006836
	Iteration 36Q: 3 clusters Score -1993891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1993894.750000 Penalty: 4780.006836
	Iteration 37Q: 3 clusters Score -1993895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1993895.875000 Penalty: 4780.006836
	Iteration 38Q: 3 clusters Score -1993896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1993897.375000 Penalty: 4780.006836
	Iteration 39Q: 3 clusters Score -1993897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1993892.375000 Penalty: 4780.006836
	Iteration 40F: 3 clusters Score -1993892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1993899.500000 Penalty: 4780.006836
	Iteration 41Q: 3 clusters Score -1993900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1993898.500000 Penalty: 4780.006836
	Iteration 42Q: 3 clusters Score -1993898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1993900.250000 Penalty: 4780.006836
	Iteration 43Q: 3 clusters Score -1993900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1993904.875000 Penalty: 4780.006836
	Iteration 44Q: 3 clusters Score -1993905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1993905.875000 Penalty: 4780.006836
	Iteration 45Q: 3 clusters Score -1993906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1993902.625000 Penalty: 4780.006836
	Iteration 46Q: 3 clusters Score -1993903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1993907.000000 Penalty: 4780.006836
	Iteration 47Q: 3 clusters Score -1993907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1993907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1993908.625000 Penalty: 4780.006836
	Iteration 49Q: 3 clusters Score -1993909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1993906.750000 Penalty: 4780.006836
	Iteration 50Q: 3 clusters Score -1993907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1993905.875000 Penalty: 4780.006836
	Iteration 51Q: 3 clusters Score -1993906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1993908.125000 Penalty: 4780.006836
	Iteration 52Q: 3 clusters Score -1993908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1993909.500000 Penalty: 4780.006836
	Iteration 53Q: 3 clusters Score -1993910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1993909.000000 Penalty: 4780.006836
	Iteration 54Q: 3 clusters Score -1993909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1993910.625000 Penalty: 4780.006836
	Iteration 55Q: 3 clusters Score -1993911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1993909.875000 Penalty: 4780.006836
	Iteration 56Q: 3 clusters Score -1993910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1993908.250000 Penalty: 4780.006836
	Iteration 57Q: 3 clusters Score -1993908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1993909.125000 Penalty: 4780.006836
	Iteration 58Q: 3 clusters Score -1993909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1993911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1993908.625000 Penalty: 4780.006836
	Iteration 60F: 3 clusters Score -1993909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1993912.375000 Penalty: 4780.006836
	Iteration 61Q: 3 clusters Score -1993912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1993914.250000 Penalty: 4780.006836
	Iteration 62Q: 3 clusters Score -1993914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1993915.375000 Penalty: 4780.006836
	Iteration 63Q: 3 clusters Score -1993915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1993913.875000 Penalty: 4780.006836
	Iteration 64Q: 3 clusters Score -1993914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1993913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1993914.625000 Penalty: 4780.006836
	Iteration 66Q: 3 clusters Score -1993915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1993916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1993917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1993918.625000 Penalty: 4780.006836
	Iteration 69Q: 3 clusters Score -1993919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1993918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1993916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1993916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1993917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1993916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1993919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1993918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1993916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1993917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1993916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1993917.625000 Penalty: 4780.006836
	Iteration 80F: 3 clusters Score -1993918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1993914.875000 Penalty: 4780.006836
	Iteration 81Q: 3 clusters Score -1993915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1993914.250000 Penalty: 4780.006836
	Iteration 82Q: 3 clusters Score -1993914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1993914.625000 Penalty: 4780.006836
	Iteration 83Q: 3 clusters Score -1993915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1993917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1993918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1993916.750000 Penalty: 4780.006836
	Iteration 86Q: 3 clusters Score -1993917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1993914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1993910.875000 Penalty: 4780.006836
	Iteration 88Q: 3 clusters Score -1993911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1993912.875000 Penalty: 4780.006836
	Iteration 89Q: 3 clusters Score -1993913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1993919.250000 Penalty: 4780.006836
	Iteration 90Q: 3 clusters Score -1993919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1993923.125000 Penalty: 4780.006836
	Iteration 91Q: 3 clusters Score -1993923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1993926.625000 Penalty: 4780.006836
	Iteration 92Q: 3 clusters Score -1993927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1993926.625000 Penalty: 4780.006836
	Iteration 93Q: 3 clusters Score -1993927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1993921.250000 Penalty: 4780.006836
	Iteration 94Q: 3 clusters Score -1993921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1993924.375000 Penalty: 4780.006836
	Iteration 95Q: 3 clusters Score -1993924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1993924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1993926.750000 Penalty: 4780.006836
	Iteration 97Q: 3 clusters Score -1993927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1993929.875000 Penalty: 4780.006836
	Iteration 98Q: 3 clusters Score -1993930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1993925.375000 Penalty: 4780.006836
	Iteration 99Q: 3 clusters Score -1993925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1993927.625000 Penalty: 4780.006836
	Iteration 100F: 3 clusters Score -1993928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1993929.625000 Penalty: 4780.006836
	Iteration 101Q: 3 clusters Score -1993930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1993928.000000 Penalty: 4780.006836
	Iteration 102Q: 3 clusters Score -1993928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1993931.625000 Penalty: 4780.006836
	Iteration 103Q: 3 clusters Score -1993932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1993934.750000 Penalty: 4780.006836
	Iteration 104Q: 3 clusters Score -1993935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1993933.375000 Penalty: 4780.006836
	Iteration 105Q: 3 clusters Score -1993933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1993935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1993935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1993933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1993937.625000 Penalty: 4780.006836
	Iteration 109Q: 3 clusters Score -1993938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1993937.875000 Penalty: 4780.006836
	Iteration 110Q: 3 clusters Score -1993938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1993936.625000 Penalty: 4780.006836
	Iteration 111Q: 3 clusters Score -1993937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1993938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1993939.750000 Penalty: 4780.006836
	Iteration 113Q: 3 clusters Score -1993940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1993946.500000 Penalty: 4780.006836
	Iteration 114Q: 3 clusters Score -1993946 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1993950.750000 Penalty: 4780.006836
	Iteration 115Q: 3 clusters Score -1993951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1993952 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1993953 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1993953 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1993957.250000 Penalty: 4780.006836
	Iteration 119Q: 3 clusters Score -1993957 nChanged 34
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1993960.500000 Penalty: 4780.006836
	Iteration 120F: 3 clusters Score -1993960 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1993966.000000 Penalty: 4780.006836
	Iteration 121Q: 3 clusters Score -1993966 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1993971.375000 Penalty: 4780.006836
	Iteration 122Q: 3 clusters Score -1993971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1993976.375000 Penalty: 4780.006836
	Iteration 123Q: 3 clusters Score -1993976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1993983.750000 Penalty: 4780.006836
	Iteration 124Q: 3 clusters Score -1993984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1993987 nChanged 33
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Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1993989.875000 Penalty: 4780.006836
	Iteration 126Q: 3 clusters Score -1993990 nChanged 27
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1993992 nChanged 21
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Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1993994 nChanged 18
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Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1993999 nChanged 22
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Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1994000 nChanged 19
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Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1993999 nChanged 31
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Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1994005.625000 Penalty: 4780.006836
	Iteration 132Q: 3 clusters Score -1994006 nChanged 40
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Entering Unmasked Estep 
Score: -1994009.875000 Penalty: 4780.006836
	Iteration 133Q: 3 clusters Score -1994010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1994019.375000 Penalty: 4780.006836
	Iteration 134Q: 3 clusters Score -1994019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1994030.125000 Penalty: 4780.006836
	Iteration 135Q: 3 clusters Score -1994030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1994033.750000 Penalty: 4780.006836
	Iteration 136Q: 3 clusters Score -1994034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1994048.250000 Penalty: 4780.006836
	Iteration 137Q: 3 clusters Score -1994048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1994051.250000 Penalty: 4780.006836
	Iteration 138Q: 3 clusters Score -1994051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1994066.750000 Penalty: 4780.006836
	Iteration 139Q: 3 clusters Score -1994067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1994080.500000 Penalty: 4780.006836
	Iteration 140F: 3 clusters Score -1994080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1994088.875000 Penalty: 4780.006836
	Iteration 141Q: 3 clusters Score -1994089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1994105.250000 Penalty: 4780.006836
	Iteration 142Q: 3 clusters Score -1994105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1994124.875000 Penalty: 4780.006836
	Iteration 143Q: 3 clusters Score -1994125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1994129.750000 Penalty: 4780.006836
	Iteration 144Q: 3 clusters Score -1994130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1994141.000000 Penalty: 4780.006836
	Iteration 145Q: 3 clusters Score -1994141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1994151.250000 Penalty: 4780.006836
	Iteration 146Q: 3 clusters Score -1994151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1994146.375000 Penalty: 4780.006836
	Iteration 147Q: 3 clusters Score -1994146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1994151.625000 Penalty: 4780.006836
	Iteration 148Q: 3 clusters Score -1994152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1994164.000000 Penalty: 4780.006836
	Iteration 149Q: 3 clusters Score -1994164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1994178.250000 Penalty: 4780.006836
	Iteration 150Q: 3 clusters Score -1994178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1994185.750000 Penalty: 4780.006836
	Iteration 151Q: 3 clusters Score -1994186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1994204.250000 Penalty: 4780.006836
	Iteration 152Q: 3 clusters Score -1994204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1994227.625000 Penalty: 4780.006836
	Iteration 153Q: 3 clusters Score -1994228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1994240.625000 Penalty: 4780.006836
	Iteration 154Q: 3 clusters Score -1994241 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1994257.750000 Penalty: 4780.006836
	Iteration 155Q: 3 clusters Score -1994258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1994269.875000 Penalty: 4780.006836
	Iteration 156Q: 3 clusters Score -1994270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1994276.000000 Penalty: 4780.006836
	Iteration 157Q: 3 clusters Score -1994276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1994280.875000 Penalty: 4780.006836
	Iteration 158Q: 3 clusters Score -1994281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1994289.500000 Penalty: 4780.006836
	Iteration 159Q: 3 clusters Score -1994290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1994295.625000 Penalty: 4780.006836
	Iteration 160F: 3 clusters Score -1994296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1994297.875000 Penalty: 4780.006836
	Iteration 161Q: 3 clusters Score -1994298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1994309.875000 Penalty: 4780.006836
	Iteration 162Q: 3 clusters Score -1994310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1994321.375000 Penalty: 4780.006836
	Iteration 163Q: 3 clusters Score -1994321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1994329.000000 Penalty: 4780.006836
	Iteration 164Q: 3 clusters Score -1994329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1994342.500000 Penalty: 4780.006836
	Iteration 165Q: 3 clusters Score -1994342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1994349.250000 Penalty: 4780.006836
	Iteration 166Q: 3 clusters Score -1994349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1994356.000000 Penalty: 4780.006836
	Iteration 167Q: 3 clusters Score -1994356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1994364.875000 Penalty: 4780.006836
	Iteration 168Q: 3 clusters Score -1994365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1994376.750000 Penalty: 4780.006836
	Iteration 169Q: 3 clusters Score -1994377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1994384.375000 Penalty: 4780.006836
	Iteration 170Q: 3 clusters Score -1994384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1994396.125000 Penalty: 4780.006836
	Iteration 171Q: 3 clusters Score -1994396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1994410.250000 Penalty: 4780.006836
	Iteration 172Q: 3 clusters Score -1994410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1994415.750000 Penalty: 4780.006836
	Iteration 173Q: 3 clusters Score -1994416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1994434.875000 Penalty: 4780.006836
	Iteration 174Q: 3 clusters Score -1994435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1994463.125000 Penalty: 4780.006836
	Iteration 175Q: 3 clusters Score -1994463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1994491.500000 Penalty: 4780.006836
	Iteration 176Q: 3 clusters Score -1994492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1994513.750000 Penalty: 4780.006836
	Iteration 177Q: 3 clusters Score -1994514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1994526.375000 Penalty: 4780.006836
	Iteration 178Q: 3 clusters Score -1994526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1994550.875000 Penalty: 4780.006836
	Iteration 179Q: 3 clusters Score -1994551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1994570.375000 Penalty: 4780.006836
	Iteration 180F: 3 clusters Score -1994570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1994598.375000 Penalty: 4780.006836
	Iteration 181Q: 3 clusters Score -1994598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1994626.750000 Penalty: 4780.006836
	Iteration 182Q: 3 clusters Score -1994627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1994643.375000 Penalty: 4780.006836
	Iteration 183Q: 3 clusters Score -1994643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1994655.125000 Penalty: 4780.006836
	Iteration 184Q: 3 clusters Score -1994655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1994666.625000 Penalty: 4780.006836
	Iteration 185Q: 3 clusters Score -1994667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1994674.500000 Penalty: 4780.006836
	Iteration 186Q: 3 clusters Score -1994674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1994687.125000 Penalty: 4780.006836
	Iteration 187Q: 3 clusters Score -1994687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1994690.125000 Penalty: 4780.006836
	Iteration 188Q: 3 clusters Score -1994690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1994700.375000 Penalty: 4780.006836
	Iteration 189Q: 3 clusters Score -1994700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1994709.500000 Penalty: 4780.006836
	Iteration 190Q: 3 clusters Score -1994710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1994719.500000 Penalty: 4780.006836
	Iteration 191Q: 3 clusters Score -1994720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1994725.500000 Penalty: 4780.006836
	Iteration 192Q: 3 clusters Score -1994726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1994730.250000 Penalty: 4780.006836
	Iteration 193Q: 3 clusters Score -1994730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1994730.750000 Penalty: 4780.006836
	Iteration 194Q: 3 clusters Score -1994731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1994730.125000 Penalty: 4780.006836
	Iteration 195Q: 3 clusters Score -1994730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1994731.750000 Penalty: 4780.006836
	Iteration 196Q: 3 clusters Score -1994732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1994732.000000 Penalty: 4780.006836
	Iteration 197Q: 3 clusters Score -1994732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1994731.375000 Penalty: 4780.006836
	Iteration 198Q: 3 clusters Score -1994731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1994729.875000 Penalty: 4780.006836
	Iteration 199Q: 3 clusters Score -1994730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1994730.250000 Penalty: 4780.006836
	Iteration 200F: 3 clusters Score -1994730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Entering Unmasked Estep 
Score: -17207298.000000 Penalty: 2915.115723
	Iteration 0F: 2 clusters Score -1.72073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -17123080.000000 Penalty: 5830.231445
	Iteration 0F: 3 clusters Score -1.712308e+07 nChanged 60666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -17157958.000000 Penalty: 5830.231445
	Iteration 1F: 3 clusters Score -1.715796e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -17158828.000000 Penalty: 5830.231445
	Iteration 2Q: 3 clusters Score -1.715883e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -17159782.000000 Penalty: 5830.231445
	Iteration 3Q: 3 clusters Score -1.715978e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -17160742.000000 Penalty: 5830.231445
	Iteration 4Q: 3 clusters Score -1.716074e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -17161928.000000 Penalty: 5830.231445
	Iteration 5Q: 3 clusters Score -1.716193e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -17163606.000000 Penalty: 5830.231445
	Iteration 6Q: 3 clusters Score -1.716361e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -17166164.000000 Penalty: 5830.231445
	Iteration 7Q: 3 clusters Score -1.716616e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -17170030.000000 Penalty: 5830.231445
	Iteration 8F: 3 clusters Score -1.717003e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -17175202.000000 Penalty: 5830.231445
	Iteration 9F: 3 clusters Score -1.71752e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -17181890.000000 Penalty: 5830.231445
	Iteration 10F: 3 clusters Score -1.718189e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -17189474.000000 Penalty: 5830.231445
	Iteration 11F: 3 clusters Score -1.718947e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -17196338.000000 Penalty: 5830.231445
	Iteration 12F: 3 clusters Score -1.719634e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -17201004.000000 Penalty: 5830.231445
	Iteration 13Q: 3 clusters Score -1.7201e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -17203394.000000 Penalty: 5830.231445
	Iteration 14Q: 3 clusters Score -1.720339e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -17204194.000000 Penalty: 5830.231445
	Iteration 15Q: 3 clusters Score -1.720419e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17204442.000000 Penalty: 5830.231445
	Iteration 16Q: 3 clusters Score -1.720444e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127072 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17204552.000000 Penalty: 5830.231445
	Iteration 17Q: 3 clusters Score -1.720455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17204588.000000 Penalty: 5830.231445
	Iteration 18Q: 3 clusters Score -1.720459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17204624.000000 Penalty: 5830.231445
	Iteration 19Q: 3 clusters Score -1.720462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17204646.000000 Penalty: 5830.231445
	Iteration 20F: 3 clusters Score -1.720465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17204642.000000 Penalty: 5830.231445
	Iteration 21Q: 3 clusters Score -1.720464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17204656.000000 Penalty: 5830.231445
	Iteration 22Q: 3 clusters Score -1.720466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17204664.000000 Penalty: 5830.231445
	Iteration 23Q: 3 clusters Score -1.720466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17204668.000000 Penalty: 5830.231445
	Iteration 24Q: 3 clusters Score -1.720467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17204662.000000 Penalty: 5830.231445
	Iteration 25Q: 3 clusters Score -1.720466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17204662.000000 Penalty: 5830.231445
	Iteration 26F: 3 clusters Score -1.720466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Entering Unmasked Estep 
Score: -13993216.000000 Penalty: 2866.958008
	Iteration 0F: 2 clusters Score -1.399322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -13923270.000000 Penalty: 5733.916016
	Iteration 0F: 3 clusters Score -1.392327e+07 nChanged 49593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -13951597.000000 Penalty: 5733.916016
	Iteration 1F: 3 clusters Score -1.39516e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -13952227.000000 Penalty: 5733.916016
	Iteration 2Q: 3 clusters Score -1.395223e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -13952991.000000 Penalty: 5733.916016
	Iteration 3Q: 3 clusters Score -1.395299e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -13953911.000000 Penalty: 5733.916016
	Iteration 4Q: 3 clusters Score -1.395391e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -13955452.000000 Penalty: 5733.916016
	Iteration 5Q: 3 clusters Score -1.395545e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -13958428.000000 Penalty: 5733.916016
	Iteration 6F: 3 clusters Score -1.395843e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -13963607.000000 Penalty: 5733.916016
	Iteration 7F: 3 clusters Score -1.396361e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -13971867.000000 Penalty: 5733.916016
	Iteration 8F: 3 clusters Score -1.397187e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -13981441.000000 Penalty: 5733.916016
	Iteration 9F: 3 clusters Score -1.398144e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13987529.000000 Penalty: 5733.916016
	Iteration 10F: 3 clusters Score -1.398753e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13989768.000000 Penalty: 5733.916016
	Iteration 11Q: 3 clusters Score -1.398977e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13990344.000000 Penalty: 5733.916016
	Iteration 12Q: 3 clusters Score -1.399034e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13990488.000000 Penalty: 5733.916016
	Iteration 13Q: 3 clusters Score -1.399049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13990541.000000 Penalty: 5733.916016
	Iteration 14Q: 3 clusters Score -1.399054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13990602.000000 Penalty: 5733.916016
	Iteration 15Q: 3 clusters Score -1.39906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13990630.000000 Penalty: 5733.916016
	Iteration 16Q: 3 clusters Score -1.399063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13990647.000000 Penalty: 5733.916016
	Iteration 17Q: 3 clusters Score -1.399065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13990656.000000 Penalty: 5733.916016
	Iteration 18Q: 3 clusters Score -1.399066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13990656.000000 Penalty: 5733.916016
	Iteration 19F: 3 clusters Score -1.399066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -580528.812500 Penalty: 2097.129639
	Iteration 0F: 2 clusters Score -580528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -576163.062500 Penalty: 4194.259277
	Iteration 0F: 3 clusters Score -576163.1 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -577192.437500 Penalty: 4194.259277
	Iteration 1F: 3 clusters Score -577192.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -577468.500000 Penalty: 4194.259277
	Iteration 2F: 3 clusters Score -577468.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -577685.812500 Penalty: 4194.259277
	Iteration 3F: 3 clusters Score -577685.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577893.125000 Penalty: 4194.259277
	Iteration 4F: 3 clusters Score -577893.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -578076.625000 Penalty: 4194.259277
	Iteration 5F: 3 clusters Score -578076.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -578257.000000 Penalty: 4194.259277
	Iteration 6Q: 3 clusters Score -578257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -578405.312500 Penalty: 4194.259277
	Iteration 7Q: 3 clusters Score -578405.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -578530.562500 Penalty: 4194.259277
	Iteration 8Q: 3 clusters Score -578530.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -578697.937500 Penalty: 4194.259277
	Iteration 9Q: 3 clusters Score -578697.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -578835.000000 Penalty: 4194.259277
	Iteration 10Q: 3 clusters Score -578835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -578922.375000 Penalty: 4194.259277
	Iteration 11Q: 3 clusters Score -578922.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -579007.625000 Penalty: 4194.259277
	Iteration 12Q: 3 clusters Score -579007.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -579085.625000 Penalty: 4194.259277
	Iteration 13Q: 3 clusters Score -579085.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -579155.500000 Penalty: 4194.259277
	Iteration 14Q: 3 clusters Score -579155.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -579235.312500 Penalty: 4194.259277
	Iteration 15Q: 3 clusters Score -579235.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -579335.062500 Penalty: 4194.259277
	Iteration 16Q: 3 clusters Score -579335.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -579456.437500 Penalty: 4194.259277
	Iteration 17Q: 3 clusters Score -579456.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -579552.312500 Penalty: 4194.259277
	Iteration 18Q: 3 clusters Score -579552.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -579621.250000 Penalty: 4194.259277
	Iteration 19Q: 3 clusters Score -579621.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -579657.000000 Penalty: 4194.259277
	Iteration 20F: 3 clusters Score -579657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -579674.375000 Penalty: 4194.259277
	Iteration 21Q: 3 clusters Score -579674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -579686.937500 Penalty: 4194.259277
	Iteration 22Q: 3 clusters Score -579686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -579699.625000 Penalty: 4194.259277
	Iteration 23Q: 3 clusters Score -579699.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -579710.562500 Penalty: 4194.259277
	Iteration 24Q: 3 clusters Score -579710.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -579718.437500 Penalty: 4194.259277
	Iteration 25Q: 3 clusters Score -579718.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -579726.687500 Penalty: 4194.259277
	Iteration 26Q: 3 clusters Score -579726.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -579732.125000 Penalty: 4194.259277
	Iteration 27Q: 3 clusters Score -579732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -579738.125000 Penalty: 4194.259277
	Iteration 28Q: 3 clusters Score -579738.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -579748.000000 Penalty: 4194.259277
	Iteration 29Q: 3 clusters Score -579748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -579753.125000 Penalty: 4194.259277
	Iteration 30Q: 3 clusters Score -579753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -579757.000000 Penalty: 4194.259277
	Iteration 31Q: 3 clusters Score -579757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -579758.125000 Penalty: 4194.259277
	Iteration 32Q: 3 clusters Score -579758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -579760.187500 Penalty: 4194.259277
	Iteration 33Q: 3 clusters Score -579760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -579760.312500 Penalty: 4194.259277
	Iteration 34Q: 3 clusters Score -579760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -579760.562500 Penalty: 4194.259277
	Iteration 35Q: 3 clusters Score -579760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -579761.500000 Penalty: 4194.259277
	Iteration 36Q: 3 clusters Score -579761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -579763.312500 Penalty: 4194.259277
	Iteration 37Q: 3 clusters Score -579763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -579764.562500 Penalty: 4194.259277
	Iteration 38Q: 3 clusters Score -579764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -579767.500000 Penalty: 4194.259277
	Iteration 39Q: 3 clusters Score -579767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -579774.125000 Penalty: 4194.259277
	Iteration 40F: 3 clusters Score -579774.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -579777.312500 Penalty: 4194.259277
	Iteration 41Q: 3 clusters Score -579777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -579781.500000 Penalty: 4194.259277
	Iteration 42Q: 3 clusters Score -579781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -579782.625000 Penalty: 4194.259277
	Iteration 43Q: 3 clusters Score -579782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -579783.437500 Penalty: 4194.259277
	Iteration 44Q: 3 clusters Score -579783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -579783.687500 Penalty: 4194.259277
	Iteration 45Q: 3 clusters Score -579783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -579784.937500 Penalty: 4194.259277
	Iteration 46Q: 3 clusters Score -579784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -579786.625000 Penalty: 4194.259277
	Iteration 47Q: 3 clusters Score -579786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -579788.625000 Penalty: 4194.259277
	Iteration 48Q: 3 clusters Score -579788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -579791.437500 Penalty: 4194.259277
	Iteration 49Q: 3 clusters Score -579791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -579792.562500 Penalty: 4194.259277
	Iteration 50Q: 3 clusters Score -579792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -579794.562500 Penalty: 4194.259277
	Iteration 51Q: 3 clusters Score -579794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -579794.750000 Penalty: 4194.259277
	Iteration 52Q: 3 clusters Score -579794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -579796.875000 Penalty: 4194.259277
	Iteration 53Q: 3 clusters Score -579796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -579796.750000 Penalty: 4194.259277
	Iteration 54Q: 3 clusters Score -579796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -579796.625000 Penalty: 4194.259277
	Iteration 55Q: 3 clusters Score -579796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -579798.250000 Penalty: 4194.259277
	Iteration 56Q: 3 clusters Score -579798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -579798.562500 Penalty: 4194.259277
	Iteration 57Q: 3 clusters Score -579798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -579799.250000 Penalty: 4194.259277
	Iteration 58Q: 3 clusters Score -579799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -579800.625000 Penalty: 4194.259277
	Iteration 59Q: 3 clusters Score -579800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -579802.125000 Penalty: 4194.259277
	Iteration 60F: 3 clusters Score -579802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -579805.000000 Penalty: 4194.259277
	Iteration 61Q: 3 clusters Score -579805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -579806.750000 Penalty: 4194.259277
	Iteration 62Q: 3 clusters Score -579806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -579809.062500 Penalty: 4194.259277
	Iteration 63Q: 3 clusters Score -579809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -579811.500000 Penalty: 4194.259277
	Iteration 64Q: 3 clusters Score -579811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -579813.000000 Penalty: 4194.259277
	Iteration 65Q: 3 clusters Score -579813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -579816.625000 Penalty: 4194.259277
	Iteration 66Q: 3 clusters Score -579816.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -579820.437500 Penalty: 4194.259277
	Iteration 67Q: 3 clusters Score -579820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -579823.687500 Penalty: 4194.259277
	Iteration 68Q: 3 clusters Score -579823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -579827.000000 Penalty: 4194.259277
	Iteration 69Q: 3 clusters Score -579827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -579828.437500 Penalty: 4194.259277
	Iteration 70Q: 3 clusters Score -579828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -579829.312500 Penalty: 4194.259277
	Iteration 71Q: 3 clusters Score -579829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -579831.812500 Penalty: 4194.259277
	Iteration 72Q: 3 clusters Score -579831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -579831.812500 Penalty: 4194.259277
	Iteration 73Q: 3 clusters Score -579831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -579835.187500 Penalty: 4194.259277
	Iteration 74Q: 3 clusters Score -579835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -579836.875000 Penalty: 4194.259277
	Iteration 75Q: 3 clusters Score -579836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -579837.750000 Penalty: 4194.259277
	Iteration 76Q: 3 clusters Score -579837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -579839.000000 Penalty: 4194.259277
	Iteration 77Q: 3 clusters Score -579839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -579839.562500 Penalty: 4194.259277
	Iteration 78Q: 3 clusters Score -579839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -579839.375000 Penalty: 4194.259277
	Iteration 79Q: 3 clusters Score -579839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -579839.437500 Penalty: 4194.259277
	Iteration 80F: 3 clusters Score -579839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -579840.625000 Penalty: 4194.259277
	Iteration 81Q: 3 clusters Score -579840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -579840.625000 Penalty: 4194.259277
	Iteration 82F: 3 clusters Score -579840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1032857.812500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1032858 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 3895 members 
Entering Unmasked Estep 
Score: -1026570.062500 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1026570 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1028262.687500 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1028263 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1028518.625000 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1028519 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1028684.437500 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1028684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1028785.125000 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -1028785 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1028864.625000 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -1028865 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1028934.875000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -1028935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1028982.000000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -1028982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1029040.750000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1029041 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1029109.125000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1029109 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1029205.812500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1029206 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1029332.812500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1029333 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1029506.562500 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1029507 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1029695.625000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1029696 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1029911.000000 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1029911 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1030127.312500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1030127 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1030306.062500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1030306 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1030465.062500 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1030465 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1030595.000000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1030595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1030694.250000 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1030694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1030755.500000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1030756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1030803.937500 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1030804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1030839.500000 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1030840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1030866.500000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1030866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1030884.500000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1030884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1030904.187500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1030904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1030917.875000 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1030918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1030926.875000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1030927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1030936.125000 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1030936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1030944.937500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1030945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1030957.312500 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1030957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1030968.437500 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1030968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1030974.375000 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1030974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1030979.250000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1030979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1030987.500000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1030988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1030988.750000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1030989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1030992.812500 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1030993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1030993.312500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1030993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1030994.312500 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -1030994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1030993.875000 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -1030994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1030995.500000 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -1030996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Entering Unmasked Estep 
Score: -2685289.750000 Penalty: 2478.061768
	Iteration 0F: 2 clusters Score -2685290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2670073.250000 Penalty: 4956.123535
	Iteration 0F: 3 clusters Score -2670073 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2675772.000000 Penalty: 4956.123535
	Iteration 1F: 3 clusters Score -2675772 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2676742.750000 Penalty: 4956.123535
	Iteration 2F: 3 clusters Score -2676743 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2677642.250000 Penalty: 4956.123535
	Iteration 3F: 3 clusters Score -2677642 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2678532.750000 Penalty: 4956.123535
	Iteration 4F: 3 clusters Score -2678533 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2679289.250000 Penalty: 4956.123535
	Iteration 5F: 3 clusters Score -2679289 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2679919.250000 Penalty: 4956.123535
	Iteration 6Q: 3 clusters Score -2679919 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2680513.000000 Penalty: 4956.123535
	Iteration 7Q: 3 clusters Score -2680513 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2680979.000000 Penalty: 4956.123535
	Iteration 8Q: 3 clusters Score -2680979 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2681371.250000 Penalty: 4956.123535
	Iteration 9Q: 3 clusters Score -2681371 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2681696.000000 Penalty: 4956.123535
	Iteration 10Q: 3 clusters Score -2681696 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2681953.250000 Penalty: 4956.123535
	Iteration 11Q: 3 clusters Score -2681953 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2682181.250000 Penalty: 4956.123535
	Iteration 12Q: 3 clusters Score -2682181 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2682411.750000 Penalty: 4956.123535
	Iteration 13Q: 3 clusters Score -2682412 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2682602.250000 Penalty: 4956.123535
	Iteration 14Q: 3 clusters Score -2682602 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2682743.250000 Penalty: 4956.123535
	Iteration 15Q: 3 clusters Score -2682743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2682841.000000 Penalty: 4956.123535
	Iteration 16Q: 3 clusters Score -2682841 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2682922.750000 Penalty: 4956.123535
	Iteration 17Q: 3 clusters Score -2682923 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2682991.500000 Penalty: 4956.123535
	Iteration 18Q: 3 clusters Score -2682992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2683045.250000 Penalty: 4956.123535
	Iteration 19Q: 3 clusters Score -2683045 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2683098.000000 Penalty: 4956.123535
	Iteration 20F: 3 clusters Score -2683098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2683145.000000 Penalty: 4956.123535
	Iteration 21Q: 3 clusters Score -2683145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2683208.000000 Penalty: 4956.123535
	Iteration 22Q: 3 clusters Score -2683208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2683263.500000 Penalty: 4956.123535
	Iteration 23Q: 3 clusters Score -2683264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2683315.250000 Penalty: 4956.123535
	Iteration 24Q: 3 clusters Score -2683315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2683361.250000 Penalty: 4956.123535
	Iteration 25Q: 3 clusters Score -2683361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2683397.750000 Penalty: 4956.123535
	Iteration 26Q: 3 clusters Score -2683398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2683428.500000 Penalty: 4956.123535
	Iteration 27Q: 3 clusters Score -2683428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2683462.750000 Penalty: 4956.123535
	Iteration 28Q: 3 clusters Score -2683463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2683505.500000 Penalty: 4956.123535
	Iteration 29Q: 3 clusters Score -2683506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2683540.000000 Penalty: 4956.123535
	Iteration 30Q: 3 clusters Score -2683540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2683574.000000 Penalty: 4956.123535
	Iteration 31Q: 3 clusters Score -2683574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2683591.500000 Penalty: 4956.123535
	Iteration 32Q: 3 clusters Score -2683592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2683615.000000 Penalty: 4956.123535
	Iteration 33Q: 3 clusters Score -2683615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2683629.250000 Penalty: 4956.123535
	Iteration 34Q: 3 clusters Score -2683629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2683633.000000 Penalty: 4956.123535
	Iteration 35Q: 3 clusters Score -2683633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2683642.500000 Penalty: 4956.123535
	Iteration 36Q: 3 clusters Score -2683642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2683640.250000 Penalty: 4956.123535
	Iteration 37Q: 3 clusters Score -2683640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2683653.250000 Penalty: 4956.123535
	Iteration 38Q: 3 clusters Score -2683653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2683654.000000 Penalty: 4956.123535
	Iteration 39Q: 3 clusters Score -2683654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2683660.500000 Penalty: 4956.123535
	Iteration 40F: 3 clusters Score -2683660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2683660.500000 Penalty: 4956.123535
	Iteration 41Q: 3 clusters Score -2683660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2683661.750000 Penalty: 4956.123535
	Iteration 42Q: 3 clusters Score -2683662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2683664.750000 Penalty: 4956.123535
	Iteration 43Q: 3 clusters Score -2683665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2683662.000000 Penalty: 4956.123535
	Iteration 44Q: 3 clusters Score -2683662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2683661.750000 Penalty: 4956.123535
	Iteration 45Q: 3 clusters Score -2683662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2683666.500000 Penalty: 4956.123535
	Iteration 46Q: 3 clusters Score -2683666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2683669.250000 Penalty: 4956.123535
	Iteration 47Q: 3 clusters Score -2683669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2683669.000000 Penalty: 4956.123535
	Iteration 48Q: 3 clusters Score -2683669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2683668.500000 Penalty: 4956.123535
	Iteration 49Q: 3 clusters Score -2683668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2683670.500000 Penalty: 4956.123535
	Iteration 50Q: 3 clusters Score -2683670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2683671.250000 Penalty: 4956.123535
	Iteration 51Q: 3 clusters Score -2683671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2683671.000000 Penalty: 4956.123535
	Iteration 52Q: 3 clusters Score -2683671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2683671.000000 Penalty: 4956.123535
	Iteration 53F: 3 clusters Score -2683671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -662571.500000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -662571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -657976.187500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -657976.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -659080.312500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -659080.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -659312.187500 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -659312.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -659459.500000 Penalty: 4232.205566
	Iteration 3F: 3 clusters Score -659459.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -659580.437500 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -659580.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -659655.625000 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -659655.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -659722.562500 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -659722.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -659788.937500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -659788.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -659853.812500 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -659853.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -659912.375000 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -659912.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -659962.625000 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -659962.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -660015.625000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -660015.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -660061.562500 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -660061.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -660106.375000 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -660106.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -660143.687500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -660143.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -660180.250000 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -660180.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -660228.625000 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -660228.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -660280.812500 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -660280.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -660321.562500 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -660321.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -660359.625000 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -660359.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -660394.875000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -660394.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -660416.000000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -660416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -660432.875000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -660432.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -660449.062500 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -660449.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -660464.000000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -660464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -660478.000000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -660478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -660491.687500 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -660491.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -660506.312500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -660506.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -660516.937500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -660516.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -660524.562500 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -660524.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -660534.437500 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -660534.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -660541.812500 Penalty: 4232.205566
	Iteration 31Q: 3 clusters Score -660541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -660546.562500 Penalty: 4232.205566
	Iteration 32Q: 3 clusters Score -660546.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -660550.937500 Penalty: 4232.205566
	Iteration 33Q: 3 clusters Score -660550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -660552.562500 Penalty: 4232.205566
	Iteration 34Q: 3 clusters Score -660552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -660555.312500 Penalty: 4232.205566
	Iteration 35Q: 3 clusters Score -660555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -660555.750000 Penalty: 4232.205566
	Iteration 36Q: 3 clusters Score -660555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -660560.562500 Penalty: 4232.205566
	Iteration 37Q: 3 clusters Score -660560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -660561.437500 Penalty: 4232.205566
	Iteration 38Q: 3 clusters Score -660561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -660564.812500 Penalty: 4232.205566
	Iteration 39Q: 3 clusters Score -660564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -660567.750000 Penalty: 4232.205566
	Iteration 40F: 3 clusters Score -660567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -660570.687500 Penalty: 4232.205566
	Iteration 41Q: 3 clusters Score -660570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -660572.250000 Penalty: 4232.205566
	Iteration 42Q: 3 clusters Score -660572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -660574.125000 Penalty: 4232.205566
	Iteration 43Q: 3 clusters Score -660574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -660578.000000 Penalty: 4232.205566
	Iteration 44Q: 3 clusters Score -660578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -660578.437500 Penalty: 4232.205566
	Iteration 45Q: 3 clusters Score -660578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -660581.250000 Penalty: 4232.205566
	Iteration 46Q: 3 clusters Score -660581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -660581.500000 Penalty: 4232.205566
	Iteration 47Q: 3 clusters Score -660581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -660584.750000 Penalty: 4232.205566
	Iteration 48Q: 3 clusters Score -660584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -660584.812500 Penalty: 4232.205566
	Iteration 49Q: 3 clusters Score -660584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -660587.187500 Penalty: 4232.205566
	Iteration 50Q: 3 clusters Score -660587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -660587.187500 Penalty: 4232.205566
	Iteration 51F: 3 clusters Score -660587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -580669.562500 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -580669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -576593.437500 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -576593.4 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -577628.312500 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -577628.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -578008.625000 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -578008.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -578245.687500 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -578245.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -578395.187500 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -578395.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -578512.500000 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -578512.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -578626.000000 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -578626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -578724.187500 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -578724.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -578818.375000 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -578818.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -578886.375000 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -578886.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -578945.000000 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -578945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -579006.687500 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -579006.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -579051.812500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -579051.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -579085.687500 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -579085.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -579118.125000 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -579118.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -579148.500000 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -579148.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -579169.812500 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -579169.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -579189.687500 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -579189.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -579205.437500 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -579205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -579220.312500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -579220.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -579232.437500 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -579232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -579242.562500 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -579242.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -579253.687500 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -579253.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -579265.687500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -579265.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -579278.687500 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -579278.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -579287.187500 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -579287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -579289.937500 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -579289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -579296.687500 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -579296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -579300.000000 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -579300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -579304.625000 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -579304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -579309.250000 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -579309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -579310.687500 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -579310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -579314.437500 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -579314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -579315.000000 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -579315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -579318.875000 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -579318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -579321.062500 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -579321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -579322.687500 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -579322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -579322.812500 Penalty: 4161.573242
	Iteration 37Q: 3 clusters Score -579322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -579325.187500 Penalty: 4161.573242
	Iteration 38Q: 3 clusters Score -579325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -579327.375000 Penalty: 4161.573242
	Iteration 39Q: 3 clusters Score -579327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -579327.562500 Penalty: 4161.573242
	Iteration 40F: 3 clusters Score -579327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -579329.312500 Penalty: 4161.573242
	Iteration 41Q: 3 clusters Score -579329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -579329.312500 Penalty: 4161.573242
	Iteration 42F: 3 clusters Score -579329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1779818.500000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1769850.000000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1769850 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1772958.750000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1772959 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1773394.625000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1773395 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1773891.750000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1773892 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1774460.875000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1774461 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1775174.500000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1775174 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1776103.875000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1776104 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1777200.625000 Penalty: 4724.510742
	Iteration 7F: 3 clusters Score -1777201 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1778200.875000 Penalty: 4724.510742
	Iteration 8F: 3 clusters Score -1778201 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1779070.000000 Penalty: 4724.510742
	Iteration 9F: 3 clusters Score -1779070 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1779614.375000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1779614 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1779824.000000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1779824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1779904.375000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1779904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1779933.375000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1779933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1779951.750000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1779952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1779968.250000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1779968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1779970.500000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1779970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1779981.250000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1779981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1779977.125000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1779977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1779979.875000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1779980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1779982.750000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1779983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1779984.500000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1779984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1779980.375000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1779980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1779980.125000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1779980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1779980.125000 Penalty: 4724.510742
	Iteration 24F: 3 clusters Score -1779980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227608 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137430 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127325 members 
Mstep: Class 20 contains 104853 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 9220 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119765 members 
Mstep: Class 30 contains 76372 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Mstep: Class 35 contains 4481 members 
Entering Unmasked Estep 
Score: -181130464.000000 Penalty: 122868.914062
Splitting cluster 26 changes total score from -181132368.000000 to -181130464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (41260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Entering Unmasked Estep 
Score: -5589465.500000 Penalty: 2635.656738
	Iteration 0F: 2 clusters Score -5589466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -5561445.500000 Penalty: 5271.313477
	Iteration 0F: 3 clusters Score -5561446 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -5571710.500000 Penalty: 5271.313477
	Iteration 1F: 3 clusters Score -5571710 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5572304.000000 Penalty: 5271.313477
	Iteration 2Q: 3 clusters Score -5572304 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5573006.500000 Penalty: 5271.313477
	Iteration 3Q: 3 clusters Score -5573006 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5573781.500000 Penalty: 5271.313477
	Iteration 4Q: 3 clusters Score -5573782 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -5574866.500000 Penalty: 5271.313477
	Iteration 5Q: 3 clusters Score -5574866 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5576387.000000 Penalty: 5271.313477
	Iteration 6F: 3 clusters Score -5576387 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5578428.500000 Penalty: 5271.313477
	Iteration 7F: 3 clusters Score -5578428 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -5580879.500000 Penalty: 5271.313477
	Iteration 8F: 3 clusters Score -5580880 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5583003.500000 Penalty: 5271.313477
	Iteration 9F: 3 clusters Score -5583004 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5584612.500000 Penalty: 5271.313477
	Iteration 10Q: 3 clusters Score -5584612 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5585651.000000 Penalty: 5271.313477
	Iteration 11Q: 3 clusters Score -5585651 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5586299.000000 Penalty: 5271.313477
	Iteration 12Q: 3 clusters Score -5586299 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5586641.500000 Penalty: 5271.313477
	Iteration 13Q: 3 clusters Score -5586642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5586853.500000 Penalty: 5271.313477
	Iteration 14Q: 3 clusters Score -5586854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5586973.500000 Penalty: 5271.313477
	Iteration 15Q: 3 clusters Score -5586974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5587052.500000 Penalty: 5271.313477
	Iteration 16Q: 3 clusters Score -5587052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5587093.000000 Penalty: 5271.313477
	Iteration 17Q: 3 clusters Score -5587093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5587116.500000 Penalty: 5271.313477
	Iteration 18Q: 3 clusters Score -5587116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5587152.000000 Penalty: 5271.313477
	Iteration 19Q: 3 clusters Score -5587152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5587161.000000 Penalty: 5271.313477
	Iteration 20F: 3 clusters Score -5587161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5587172.500000 Penalty: 5271.313477
	Iteration 21Q: 3 clusters Score -5587172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5587188.000000 Penalty: 5271.313477
	Iteration 22Q: 3 clusters Score -5587188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5587196.000000 Penalty: 5271.313477
	Iteration 23Q: 3 clusters Score -5587196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5587202.000000 Penalty: 5271.313477
	Iteration 24Q: 3 clusters Score -5587202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5587222.000000 Penalty: 5271.313477
	Iteration 25Q: 3 clusters Score -5587222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5587222.000000 Penalty: 5271.313477
	Iteration 26Q: 3 clusters Score -5587222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5587230.000000 Penalty: 5271.313477
	Iteration 27Q: 3 clusters Score -5587230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5587231.500000 Penalty: 5271.313477
	Iteration 28Q: 3 clusters Score -5587232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5587237.500000 Penalty: 5271.313477
	Iteration 29Q: 3 clusters Score -5587238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5587235.000000 Penalty: 5271.313477
	Iteration 30Q: 3 clusters Score -5587235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5587237.500000 Penalty: 5271.313477
	Iteration 31Q: 3 clusters Score -5587238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5587237.000000 Penalty: 5271.313477
	Iteration 32Q: 3 clusters Score -5587237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5587236.500000 Penalty: 5271.313477
	Iteration 33Q: 3 clusters Score -5587236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5587238.500000 Penalty: 5271.313477
	Iteration 34Q: 3 clusters Score -5587238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5587238.000000 Penalty: 5271.313477
	Iteration 35Q: 3 clusters Score -5587238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5587240.000000 Penalty: 5271.313477
	Iteration 36Q: 3 clusters Score -5587240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5587241.000000 Penalty: 5271.313477
	Iteration 37Q: 3 clusters Score -5587241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5587246.000000 Penalty: 5271.313477
	Iteration 38Q: 3 clusters Score -5587246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5587251.000000 Penalty: 5271.313477
	Iteration 39Q: 3 clusters Score -5587251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5587251.500000 Penalty: 5271.313477
	Iteration 40F: 3 clusters Score -5587252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5587252.500000 Penalty: 5271.313477
	Iteration 41Q: 3 clusters Score -5587252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5587252.500000 Penalty: 5271.313477
	Iteration 42F: 3 clusters Score -5587252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1202252.625000 Penalty: 2257.483398
	Iteration 0F: 2 clusters Score -1202253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1195186.500000 Penalty: 4514.966797
	Iteration 0F: 3 clusters Score -1195186 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1197138.125000 Penalty: 4514.966797
	Iteration 1F: 3 clusters Score -1197138 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1197387.500000 Penalty: 4514.966797
	Iteration 2F: 3 clusters Score -1197388 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1197543.000000 Penalty: 4514.966797
	Iteration 3Q: 3 clusters Score -1197543 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1197665.000000 Penalty: 4514.966797
	Iteration 4Q: 3 clusters Score -1197665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1197766.875000 Penalty: 4514.966797
	Iteration 5Q: 3 clusters Score -1197767 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1197855.625000 Penalty: 4514.966797
	Iteration 6Q: 3 clusters Score -1197856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1197938.625000 Penalty: 4514.966797
	Iteration 7Q: 3 clusters Score -1197939 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1198004.625000 Penalty: 4514.966797
	Iteration 8Q: 3 clusters Score -1198005 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1198065.125000 Penalty: 4514.966797
	Iteration 9Q: 3 clusters Score -1198065 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1198110.250000 Penalty: 4514.966797
	Iteration 10Q: 3 clusters Score -1198110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1198156.000000 Penalty: 4514.966797
	Iteration 11Q: 3 clusters Score -1198156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1198199.000000 Penalty: 4514.966797
	Iteration 12Q: 3 clusters Score -1198199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1198239.125000 Penalty: 4514.966797
	Iteration 13Q: 3 clusters Score -1198239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1198278.250000 Penalty: 4514.966797
	Iteration 14Q: 3 clusters Score -1198278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1198316.500000 Penalty: 4514.966797
	Iteration 15Q: 3 clusters Score -1198316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1198363.500000 Penalty: 4514.966797
	Iteration 16Q: 3 clusters Score -1198364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1198412.000000 Penalty: 4514.966797
	Iteration 17Q: 3 clusters Score -1198412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1198459.625000 Penalty: 4514.966797
	Iteration 18Q: 3 clusters Score -1198460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1198512.125000 Penalty: 4514.966797
	Iteration 19Q: 3 clusters Score -1198512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1198563.250000 Penalty: 4514.966797
	Iteration 20F: 3 clusters Score -1198563 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1198644.500000 Penalty: 4514.966797
	Iteration 21Q: 3 clusters Score -1198644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1198730.250000 Penalty: 4514.966797
	Iteration 22Q: 3 clusters Score -1198730 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1198824.500000 Penalty: 4514.966797
	Iteration 23Q: 3 clusters Score -1198824 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1198941.875000 Penalty: 4514.966797
	Iteration 24Q: 3 clusters Score -1198942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1199059.500000 Penalty: 4514.966797
	Iteration 25Q: 3 clusters Score -1199060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1199181.875000 Penalty: 4514.966797
	Iteration 26Q: 3 clusters Score -1199182 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1199290.250000 Penalty: 4514.966797
	Iteration 27Q: 3 clusters Score -1199290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1199377.250000 Penalty: 4514.966797
	Iteration 28Q: 3 clusters Score -1199377 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1199443.375000 Penalty: 4514.966797
	Iteration 29Q: 3 clusters Score -1199443 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1199498.375000 Penalty: 4514.966797
	Iteration 30Q: 3 clusters Score -1199498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1199545.250000 Penalty: 4514.966797
	Iteration 31Q: 3 clusters Score -1199545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1199592.375000 Penalty: 4514.966797
	Iteration 32Q: 3 clusters Score -1199592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1199629.875000 Penalty: 4514.966797
	Iteration 33Q: 3 clusters Score -1199630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1199662.750000 Penalty: 4514.966797
	Iteration 34Q: 3 clusters Score -1199663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1199692.750000 Penalty: 4514.966797
	Iteration 35Q: 3 clusters Score -1199693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1199722.125000 Penalty: 4514.966797
	Iteration 36Q: 3 clusters Score -1199722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1199751.625000 Penalty: 4514.966797
	Iteration 37Q: 3 clusters Score -1199752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1199785.375000 Penalty: 4514.966797
	Iteration 38Q: 3 clusters Score -1199785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1199817.375000 Penalty: 4514.966797
	Iteration 39Q: 3 clusters Score -1199817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1199852.375000 Penalty: 4514.966797
	Iteration 40F: 3 clusters Score -1199852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1199880.875000 Penalty: 4514.966797
	Iteration 41Q: 3 clusters Score -1199881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1199905.000000 Penalty: 4514.966797
	Iteration 42Q: 3 clusters Score -1199905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1199921.125000 Penalty: 4514.966797
	Iteration 43Q: 3 clusters Score -1199921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1199944.875000 Penalty: 4514.966797
	Iteration 44Q: 3 clusters Score -1199945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1199979.750000 Penalty: 4514.966797
	Iteration 45Q: 3 clusters Score -1199980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1200011.500000 Penalty: 4514.966797
	Iteration 46Q: 3 clusters Score -1200012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1200041.500000 Penalty: 4514.966797
	Iteration 47Q: 3 clusters Score -1200042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1200057.000000 Penalty: 4514.966797
	Iteration 48Q: 3 clusters Score -1200057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1200078.750000 Penalty: 4514.966797
	Iteration 49Q: 3 clusters Score -1200079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1200095.500000 Penalty: 4514.966797
	Iteration 50Q: 3 clusters Score -1200096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1200114.750000 Penalty: 4514.966797
	Iteration 51Q: 3 clusters Score -1200115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1200133.375000 Penalty: 4514.966797
	Iteration 52Q: 3 clusters Score -1200133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1200148.625000 Penalty: 4514.966797
	Iteration 53Q: 3 clusters Score -1200149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1200161.625000 Penalty: 4514.966797
	Iteration 54Q: 3 clusters Score -1200162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1200174.875000 Penalty: 4514.966797
	Iteration 55Q: 3 clusters Score -1200175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1200189.250000 Penalty: 4514.966797
	Iteration 56Q: 3 clusters Score -1200189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1200199.250000 Penalty: 4514.966797
	Iteration 57Q: 3 clusters Score -1200199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1200207.625000 Penalty: 4514.966797
	Iteration 58Q: 3 clusters Score -1200208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1200211.500000 Penalty: 4514.966797
	Iteration 59Q: 3 clusters Score -1200212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1200213.625000 Penalty: 4514.966797
	Iteration 60F: 3 clusters Score -1200214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1200213.500000 Penalty: 4514.966797
	Iteration 61Q: 3 clusters Score -1200214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1200216.875000 Penalty: 4514.966797
	Iteration 62Q: 3 clusters Score -1200217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1200221.250000 Penalty: 4514.966797
	Iteration 63Q: 3 clusters Score -1200221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1200223.250000 Penalty: 4514.966797
	Iteration 64Q: 3 clusters Score -1200223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1200223.875000 Penalty: 4514.966797
	Iteration 65Q: 3 clusters Score -1200224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1200223.625000 Penalty: 4514.966797
	Iteration 66Q: 3 clusters Score -1200224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1200223.875000 Penalty: 4514.966797
	Iteration 67Q: 3 clusters Score -1200224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1200223.875000 Penalty: 4514.966797
	Iteration 68Q: 3 clusters Score -1200224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1200223.500000 Penalty: 4514.966797
	Iteration 69Q: 3 clusters Score -1200224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1200223.500000 Penalty: 4514.966797
	Iteration 70F: 3 clusters Score -1200224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Entering Unmasked Estep 
Score: -14921418.000000 Penalty: 2899.935059
	Iteration 0F: 2 clusters Score -1.492142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -14841609.000000 Penalty: 5799.870117
	Iteration 0F: 3 clusters Score -1.484161e+07 nChanged 56743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -14874373.000000 Penalty: 5799.870117
	Iteration 1F: 3 clusters Score -1.487437e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -14875808.000000 Penalty: 5799.870117
	Iteration 2Q: 3 clusters Score -1.487581e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -14877483.000000 Penalty: 5799.870117
	Iteration 3Q: 3 clusters Score -1.487748e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -14879670.000000 Penalty: 5799.870117
	Iteration 4Q: 3 clusters Score -1.487967e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -14882891.000000 Penalty: 5799.870117
	Iteration 5F: 3 clusters Score -1.488289e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -14887259.000000 Penalty: 5799.870117
	Iteration 6F: 3 clusters Score -1.488726e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -14892553.000000 Penalty: 5799.870117
	Iteration 7F: 3 clusters Score -1.489255e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -14898580.000000 Penalty: 5799.870117
	Iteration 8F: 3 clusters Score -1.489858e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -14904771.000000 Penalty: 5799.870117
	Iteration 9F: 3 clusters Score -1.490477e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -14910060.000000 Penalty: 5799.870117
	Iteration 10F: 3 clusters Score -1.491006e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -14914157.000000 Penalty: 5799.870117
	Iteration 11Q: 3 clusters Score -1.491416e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 114490 members 
Entering Unmasked Estep 
Score: -14916766.000000 Penalty: 5799.870117
	Iteration 12Q: 3 clusters Score -1.491677e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -14918226.000000 Penalty: 5799.870117
	Iteration 13Q: 3 clusters Score -1.491823e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -14919019.000000 Penalty: 5799.870117
	Iteration 14Q: 3 clusters Score -1.491902e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -14919436.000000 Penalty: 5799.870117
	Iteration 15Q: 3 clusters Score -1.491944e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 117786 members 
Entering Unmasked Estep 
Score: -14919638.000000 Penalty: 5799.870117
	Iteration 16Q: 3 clusters Score -1.491964e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -14919726.000000 Penalty: 5799.870117
	Iteration 17Q: 3 clusters Score -1.491973e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -14919790.000000 Penalty: 5799.870117
	Iteration 18Q: 3 clusters Score -1.491979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -14919848.000000 Penalty: 5799.870117
	Iteration 19Q: 3 clusters Score -1.491985e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -14919873.000000 Penalty: 5799.870117
	Iteration 20F: 3 clusters Score -1.491987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -14919876.000000 Penalty: 5799.870117
	Iteration 21Q: 3 clusters Score -1.491988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -14919883.000000 Penalty: 5799.870117
	Iteration 22Q: 3 clusters Score -1.491988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -14919868.000000 Penalty: 5799.870117
	Iteration 23Q: 3 clusters Score -1.491987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 118136 members 
Entering Unmasked Estep 
Score: -14919889.000000 Penalty: 5799.870117
	Iteration 24Q: 3 clusters Score -1.491989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 118146 members 
Entering Unmasked Estep 
Score: -14919905.000000 Penalty: 5799.870117
	Iteration 25Q: 3 clusters Score -1.49199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -14919914.000000 Penalty: 5799.870117
	Iteration 26Q: 3 clusters Score -1.491991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -14919922.000000 Penalty: 5799.870117
	Iteration 27Q: 3 clusters Score -1.491992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -14919917.000000 Penalty: 5799.870117
	Iteration 28Q: 3 clusters Score -1.491992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -14919917.000000 Penalty: 5799.870117
	Iteration 29Q: 3 clusters Score -1.491992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -14919923.000000 Penalty: 5799.870117
	Iteration 30Q: 3 clusters Score -1.491992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -14919921.000000 Penalty: 5799.870117
	Iteration 31Q: 3 clusters Score -1.491992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -14919924.000000 Penalty: 5799.870117
	Iteration 32Q: 3 clusters Score -1.491992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -14919923.000000 Penalty: 5799.870117
	Iteration 33Q: 3 clusters Score -1.491992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -14919922.000000 Penalty: 5799.870117
	Iteration 34Q: 3 clusters Score -1.491992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -14919945.000000 Penalty: 5799.870117
	Iteration 35Q: 3 clusters Score -1.491994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -14919951.000000 Penalty: 5799.870117
	Iteration 36Q: 3 clusters Score -1.491995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -14919961.000000 Penalty: 5799.870117
	Iteration 37Q: 3 clusters Score -1.491996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -14919949.000000 Penalty: 5799.870117
	Iteration 38Q: 3 clusters Score -1.491995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -14919959.000000 Penalty: 5799.870117
	Iteration 39Q: 3 clusters Score -1.491996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -14919952.000000 Penalty: 5799.870117
	Iteration 40F: 3 clusters Score -1.491995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -14919950.000000 Penalty: 5799.870117
	Iteration 41Q: 3 clusters Score -1.491995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -14919954.000000 Penalty: 5799.870117
	Iteration 42Q: 3 clusters Score -1.491995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -14919954.000000 Penalty: 5799.870117
	Iteration 43F: 3 clusters Score -1.491995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Entering Unmasked Estep 
Score: -10241852.000000 Penalty: 2788.355957
	Iteration 0F: 2 clusters Score -1.024185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -10190958.000000 Penalty: 5576.711914
	Iteration 0F: 3 clusters Score -1.019096e+07 nChanged 35793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -10211080.000000 Penalty: 5576.711914
	Iteration 1F: 3 clusters Score -1.021108e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -10211696.000000 Penalty: 5576.711914
	Iteration 2Q: 3 clusters Score -1.02117e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -10212272.000000 Penalty: 5576.711914
	Iteration 3Q: 3 clusters Score -1.021227e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -10212950.000000 Penalty: 5576.711914
	Iteration 4Q: 3 clusters Score -1.021295e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10213551.000000 Penalty: 5576.711914
	Iteration 5Q: 3 clusters Score -1.021355e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -10214269.000000 Penalty: 5576.711914
	Iteration 6Q: 3 clusters Score -1.021427e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -10215191.000000 Penalty: 5576.711914
	Iteration 7Q: 3 clusters Score -1.021519e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -10216926.000000 Penalty: 5576.711914
	Iteration 8Q: 3 clusters Score -1.021693e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -10219514.000000 Penalty: 5576.711914
	Iteration 9F: 3 clusters Score -1.021951e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -10223632.000000 Penalty: 5576.711914
	Iteration 10F: 3 clusters Score -1.022363e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -10228613.000000 Penalty: 5576.711914
	Iteration 11F: 3 clusters Score -1.022861e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -10233208.000000 Penalty: 5576.711914
	Iteration 12F: 3 clusters Score -1.023321e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -10236586.000000 Penalty: 5576.711914
	Iteration 13Q: 3 clusters Score -1.023659e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -10238434.000000 Penalty: 5576.711914
	Iteration 14Q: 3 clusters Score -1.023843e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -10239260.000000 Penalty: 5576.711914
	Iteration 15Q: 3 clusters Score -1.023926e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -10239676.000000 Penalty: 5576.711914
	Iteration 16Q: 3 clusters Score -1.023968e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -10239889.000000 Penalty: 5576.711914
	Iteration 17Q: 3 clusters Score -1.023989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -10239954.000000 Penalty: 5576.711914
	Iteration 18Q: 3 clusters Score -1.023995e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -10240024.000000 Penalty: 5576.711914
	Iteration 19Q: 3 clusters Score -1.024002e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -10240041.000000 Penalty: 5576.711914
	Iteration 20F: 3 clusters Score -1.024004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -10240052.000000 Penalty: 5576.711914
	Iteration 21Q: 3 clusters Score -1.024005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -10240064.000000 Penalty: 5576.711914
	Iteration 22Q: 3 clusters Score -1.024006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -10240071.000000 Penalty: 5576.711914
	Iteration 23Q: 3 clusters Score -1.024007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -10240068.000000 Penalty: 5576.711914
	Iteration 24Q: 3 clusters Score -1.024007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -10240074.000000 Penalty: 5576.711914
	Iteration 25Q: 3 clusters Score -1.024007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -10240073.000000 Penalty: 5576.711914
	Iteration 26Q: 3 clusters Score -1.024007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -10240068.000000 Penalty: 5576.711914
	Iteration 27Q: 3 clusters Score -1.024007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -10240068.000000 Penalty: 5576.711914
	Iteration 28Q: 3 clusters Score -1.024007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -10240070.000000 Penalty: 5576.711914
	Iteration 29Q: 3 clusters Score -1.024007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -10240070.000000 Penalty: 5576.711914
	Iteration 30F: 3 clusters Score -1.024007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Entering Unmasked Estep 
Score: -2334110.000000 Penalty: 2419.739746
	Iteration 0F: 2 clusters Score -2334110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2321744.500000 Penalty: 4839.479492
	Iteration 0F: 3 clusters Score -2321744 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2325897.000000 Penalty: 4839.479492
	Iteration 1F: 3 clusters Score -2325897 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2326337.500000 Penalty: 4839.479492
	Iteration 2F: 3 clusters Score -2326338 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2326670.250000 Penalty: 4839.479492
	Iteration 3Q: 3 clusters Score -2326670 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2326984.000000 Penalty: 4839.479492
	Iteration 4Q: 3 clusters Score -2326984 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2327323.500000 Penalty: 4839.479492
	Iteration 5Q: 3 clusters Score -2327324 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2327711.750000 Penalty: 4839.479492
	Iteration 6Q: 3 clusters Score -2327712 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2328142.500000 Penalty: 4839.479492
	Iteration 7Q: 3 clusters Score -2328142 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2328634.750000 Penalty: 4839.479492
	Iteration 8Q: 3 clusters Score -2328635 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2329140.250000 Penalty: 4839.479492
	Iteration 9Q: 3 clusters Score -2329140 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2329656.500000 Penalty: 4839.479492
	Iteration 10Q: 3 clusters Score -2329656 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2330171.250000 Penalty: 4839.479492
	Iteration 11Q: 3 clusters Score -2330171 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2330542.000000 Penalty: 4839.479492
	Iteration 12Q: 3 clusters Score -2330542 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2330806.000000 Penalty: 4839.479492
	Iteration 13Q: 3 clusters Score -2330806 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2331004.750000 Penalty: 4839.479492
	Iteration 14Q: 3 clusters Score -2331005 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2331169.250000 Penalty: 4839.479492
	Iteration 15Q: 3 clusters Score -2331169 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2331316.000000 Penalty: 4839.479492
	Iteration 16Q: 3 clusters Score -2331316 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2331415.750000 Penalty: 4839.479492
	Iteration 17Q: 3 clusters Score -2331416 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2331502.000000 Penalty: 4839.479492
	Iteration 18Q: 3 clusters Score -2331502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2331572.000000 Penalty: 4839.479492
	Iteration 19Q: 3 clusters Score -2331572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2331646.500000 Penalty: 4839.479492
	Iteration 20F: 3 clusters Score -2331646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2331721.000000 Penalty: 4839.479492
	Iteration 21Q: 3 clusters Score -2331721 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2331790.500000 Penalty: 4839.479492
	Iteration 22Q: 3 clusters Score -2331790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2331849.000000 Penalty: 4839.479492
	Iteration 23Q: 3 clusters Score -2331849 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2331910.750000 Penalty: 4839.479492
	Iteration 24Q: 3 clusters Score -2331911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2331958.250000 Penalty: 4839.479492
	Iteration 25Q: 3 clusters Score -2331958 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2332013.250000 Penalty: 4839.479492
	Iteration 26Q: 3 clusters Score -2332013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2332068.000000 Penalty: 4839.479492
	Iteration 27Q: 3 clusters Score -2332068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2332108.250000 Penalty: 4839.479492
	Iteration 28Q: 3 clusters Score -2332108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2332163.250000 Penalty: 4839.479492
	Iteration 29Q: 3 clusters Score -2332163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2332207.250000 Penalty: 4839.479492
	Iteration 30Q: 3 clusters Score -2332207 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2332254.250000 Penalty: 4839.479492
	Iteration 31Q: 3 clusters Score -2332254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2332293.000000 Penalty: 4839.479492
	Iteration 32Q: 3 clusters Score -2332293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2332320.000000 Penalty: 4839.479492
	Iteration 33Q: 3 clusters Score -2332320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2332348.500000 Penalty: 4839.479492
	Iteration 34Q: 3 clusters Score -2332348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2332380.750000 Penalty: 4839.479492
	Iteration 35Q: 3 clusters Score -2332381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2332408.250000 Penalty: 4839.479492
	Iteration 36Q: 3 clusters Score -2332408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2332431.750000 Penalty: 4839.479492
	Iteration 37Q: 3 clusters Score -2332432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2332469.000000 Penalty: 4839.479492
	Iteration 38Q: 3 clusters Score -2332469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2332495.500000 Penalty: 4839.479492
	Iteration 39Q: 3 clusters Score -2332496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2332514.250000 Penalty: 4839.479492
	Iteration 40F: 3 clusters Score -2332514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2332528.500000 Penalty: 4839.479492
	Iteration 41Q: 3 clusters Score -2332528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2332553.500000 Penalty: 4839.479492
	Iteration 42Q: 3 clusters Score -2332554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2332582.000000 Penalty: 4839.479492
	Iteration 43Q: 3 clusters Score -2332582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2332603.500000 Penalty: 4839.479492
	Iteration 44Q: 3 clusters Score -2332604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2332619.750000 Penalty: 4839.479492
	Iteration 45Q: 3 clusters Score -2332620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2332639.000000 Penalty: 4839.479492
	Iteration 46Q: 3 clusters Score -2332639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2332642.750000 Penalty: 4839.479492
	Iteration 47Q: 3 clusters Score -2332643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2332650.750000 Penalty: 4839.479492
	Iteration 48Q: 3 clusters Score -2332651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2332657.250000 Penalty: 4839.479492
	Iteration 49Q: 3 clusters Score -2332657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2332673.000000 Penalty: 4839.479492
	Iteration 50Q: 3 clusters Score -2332673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2332682.250000 Penalty: 4839.479492
	Iteration 51Q: 3 clusters Score -2332682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2332681.750000 Penalty: 4839.479492
	Iteration 52Q: 3 clusters Score -2332682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2332683.500000 Penalty: 4839.479492
	Iteration 53Q: 3 clusters Score -2332684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2332689.000000 Penalty: 4839.479492
	Iteration 54Q: 3 clusters Score -2332689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2332693.750000 Penalty: 4839.479492
	Iteration 55Q: 3 clusters Score -2332694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2332696.250000 Penalty: 4839.479492
	Iteration 56Q: 3 clusters Score -2332696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2332700.000000 Penalty: 4839.479492
	Iteration 57Q: 3 clusters Score -2332700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2332701.750000 Penalty: 4839.479492
	Iteration 58Q: 3 clusters Score -2332702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2332707.000000 Penalty: 4839.479492
	Iteration 59Q: 3 clusters Score -2332707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2332709.750000 Penalty: 4839.479492
	Iteration 60F: 3 clusters Score -2332710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2332712.250000 Penalty: 4839.479492
	Iteration 61Q: 3 clusters Score -2332712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2332714.250000 Penalty: 4839.479492
	Iteration 62Q: 3 clusters Score -2332714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2332714.750000 Penalty: 4839.479492
	Iteration 63Q: 3 clusters Score -2332715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2332721.250000 Penalty: 4839.479492
	Iteration 64Q: 3 clusters Score -2332721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2332718.750000 Penalty: 4839.479492
	Iteration 65Q: 3 clusters Score -2332719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2332715.500000 Penalty: 4839.479492
	Iteration 66Q: 3 clusters Score -2332716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2332715.500000 Penalty: 4839.479492
	Iteration 67F: 3 clusters Score -2332716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -850637.812500 Penalty: 2184.845947
	Iteration 0F: 2 clusters Score -850637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -845084.500000 Penalty: 4369.691895
	Iteration 0F: 3 clusters Score -845084.5 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -846557.812500 Penalty: 4369.691895
	Iteration 1F: 3 clusters Score -846557.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -846859.375000 Penalty: 4369.691895
	Iteration 2F: 3 clusters Score -846859.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -847093.062500 Penalty: 4369.691895
	Iteration 3F: 3 clusters Score -847093.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -847292.000000 Penalty: 4369.691895
	Iteration 4Q: 3 clusters Score -847292 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -847448.812500 Penalty: 4369.691895
	Iteration 5Q: 3 clusters Score -847448.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -847591.500000 Penalty: 4369.691895
	Iteration 6Q: 3 clusters Score -847591.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -847734.500000 Penalty: 4369.691895
	Iteration 7Q: 3 clusters Score -847734.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -847874.562500 Penalty: 4369.691895
	Iteration 8Q: 3 clusters Score -847874.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -848026.375000 Penalty: 4369.691895
	Iteration 9Q: 3 clusters Score -848026.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -848171.187500 Penalty: 4369.691895
	Iteration 10Q: 3 clusters Score -848171.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -848325.500000 Penalty: 4369.691895
	Iteration 11Q: 3 clusters Score -848325.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -848473.437500 Penalty: 4369.691895
	Iteration 12Q: 3 clusters Score -848473.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -848601.187500 Penalty: 4369.691895
	Iteration 13Q: 3 clusters Score -848601.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -848701.312500 Penalty: 4369.691895
	Iteration 14Q: 3 clusters Score -848701.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -848794.000000 Penalty: 4369.691895
	Iteration 15Q: 3 clusters Score -848794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -848868.937500 Penalty: 4369.691895
	Iteration 16Q: 3 clusters Score -848868.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -848936.312500 Penalty: 4369.691895
	Iteration 17Q: 3 clusters Score -848936.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -849011.437500 Penalty: 4369.691895
	Iteration 18Q: 3 clusters Score -849011.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -849090.375000 Penalty: 4369.691895
	Iteration 19Q: 3 clusters Score -849090.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -849149.187500 Penalty: 4369.691895
	Iteration 20F: 3 clusters Score -849149.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -849206.187500 Penalty: 4369.691895
	Iteration 21Q: 3 clusters Score -849206.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -849261.875000 Penalty: 4369.691895
	Iteration 22Q: 3 clusters Score -849261.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -849300.812500 Penalty: 4369.691895
	Iteration 23Q: 3 clusters Score -849300.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -849328.125000 Penalty: 4369.691895
	Iteration 24Q: 3 clusters Score -849328.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -849344.312500 Penalty: 4369.691895
	Iteration 25Q: 3 clusters Score -849344.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -849354.187500 Penalty: 4369.691895
	Iteration 26Q: 3 clusters Score -849354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -849359.375000 Penalty: 4369.691895
	Iteration 27Q: 3 clusters Score -849359.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -849372.312500 Penalty: 4369.691895
	Iteration 28Q: 3 clusters Score -849372.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -849383.062500 Penalty: 4369.691895
	Iteration 29Q: 3 clusters Score -849383.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -849391.875000 Penalty: 4369.691895
	Iteration 30Q: 3 clusters Score -849391.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -849400.812500 Penalty: 4369.691895
	Iteration 31Q: 3 clusters Score -849400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -849405.812500 Penalty: 4369.691895
	Iteration 32Q: 3 clusters Score -849405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -849409.250000 Penalty: 4369.691895
	Iteration 33Q: 3 clusters Score -849409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -849416.062500 Penalty: 4369.691895
	Iteration 34Q: 3 clusters Score -849416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -849417.562500 Penalty: 4369.691895
	Iteration 35Q: 3 clusters Score -849417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -849419.625000 Penalty: 4369.691895
	Iteration 36Q: 3 clusters Score -849419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -849422.125000 Penalty: 4369.691895
	Iteration 37Q: 3 clusters Score -849422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -849422.437500 Penalty: 4369.691895
	Iteration 38Q: 3 clusters Score -849422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -849420.750000 Penalty: 4369.691895
	Iteration 39Q: 3 clusters Score -849420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -849422.687500 Penalty: 4369.691895
	Iteration 40F: 3 clusters Score -849422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -849424.312500 Penalty: 4369.691895
	Iteration 41Q: 3 clusters Score -849424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -849427.000000 Penalty: 4369.691895
	Iteration 42Q: 3 clusters Score -849427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -849425.812500 Penalty: 4369.691895
	Iteration 43Q: 3 clusters Score -849425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -849426.375000 Penalty: 4369.691895
	Iteration 44Q: 3 clusters Score -849426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -849426.375000 Penalty: 4369.691895
	Iteration 45Q: 3 clusters Score -849426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -849427.062500 Penalty: 4369.691895
	Iteration 46Q: 3 clusters Score -849427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -849427.062500 Penalty: 4369.691895
	Iteration 47F: 3 clusters Score -849427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -433887.593750 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -433887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -430395.187500 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -430395.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431279.343750 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -431279.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -431585.406250 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -431585.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -431785.406250 Penalty: 4041.198242
	Iteration 3F: 3 clusters Score -431785.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -431916.406250 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -431916.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -432011.093750 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -432011.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -432096.562500 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -432096.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -432151.687500 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -432151.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -432200.156250 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -432200.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -432241.250000 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -432241.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -432272.312500 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -432272.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -432298.218750 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -432298.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -432316.593750 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -432316.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -432325.656250 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -432325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -432330.218750 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -432330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -432333.531250 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -432333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -432336.625000 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -432336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -432339.406250 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -432339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -432341.062500 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -432341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -432342.062500 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -432342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -432342.343750 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -432342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -432345.031250 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -432345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -432345.156250 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -432345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -432348.062500 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -432348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -432349.125000 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -432349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -432350.593750 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -432350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432351.125000 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -432351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432351.125000 Penalty: 4041.198242
	Iteration 27F: 3 clusters Score -432351.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1837982.625000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1837983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1827742.125000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1827742 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1831124.625000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1831125 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1831602.500000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1831602 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1832127.125000 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1832127 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1832786.500000 Penalty: 4738.784180
	Iteration 4F: 3 clusters Score -1832786 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1833437.750000 Penalty: 4738.784180
	Iteration 5F: 3 clusters Score -1833438 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1833959.125000 Penalty: 4738.784180
	Iteration 6F: 3 clusters Score -1833959 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1834435.250000 Penalty: 4738.784180
	Iteration 7F: 3 clusters Score -1834435 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1834837.750000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1834838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1835162.375000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1835162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1835413.250000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1835413 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1835595.875000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1835596 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1835731.125000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1835731 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1835845.750000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1835846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1835938.625000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1835939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1836023.500000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1836024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1836116.625000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1836117 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1836213.625000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1836214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1836319.375000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1836319 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1836449.750000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1836450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1836560.625000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1836561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1836659.125000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1836659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1836726.500000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1836726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1836778.750000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1836779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1836794.625000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1836795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1836809.375000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1836809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1836823.625000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1836824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1836828.750000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1836829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1836831.875000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1836832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1836836.000000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1836836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1836836.625000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1836837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1836843.875000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1836844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1836845.875000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1836846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1836844.875000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1836845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1836847.375000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1836847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1836850.875000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1836851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1836852.625000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1836853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1836853.250000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1836853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1836853.250000 Penalty: 4738.784180
	Iteration 38F: 3 clusters Score -1836853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227608 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137430 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127325 members 
Mstep: Class 20 contains 104853 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119765 members 
Mstep: Class 30 contains 76372 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132432.000000 Penalty: 119358.375000
Iteration 399Q: 35 clusters Score -1.811324e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227602 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137470 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127302 members 
Mstep: Class 20 contains 104849 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41260 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119762 members 
Mstep: Class 30 contains 76370 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132384.000000 Penalty: 119358.375000
Iteration 400F: 35 clusters Score -1.811324e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227594 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137502 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127282 members 
Mstep: Class 20 contains 104844 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119764 members 
Mstep: Class 30 contains 76367 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132528.000000 Penalty: 119358.375000
Iteration 401Q: 35 clusters Score -1.811325e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227592 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67827 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137523 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127273 members 
Mstep: Class 20 contains 104840 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119761 members 
Mstep: Class 30 contains 76366 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132528.000000 Penalty: 119358.375000
Iteration 402Q: 35 clusters Score -1.811325e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227588 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67827 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137543 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127266 members 
Mstep: Class 20 contains 104837 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119758 members 
Mstep: Class 30 contains 76364 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132512.000000 Penalty: 119358.375000
Iteration 403Q: 35 clusters Score -1.811325e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227580 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137557 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127261 members 
Mstep: Class 20 contains 104835 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119759 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 404Q: 35 clusters Score -1.811326e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227574 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 67825 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137565 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127259 members 
Mstep: Class 20 contains 104834 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119763 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 405Q: 35 clusters Score -1.811326e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227571 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 67825 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137582 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127247 members 
Mstep: Class 20 contains 104834 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119762 members 
Mstep: Class 30 contains 76363 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 406Q: 35 clusters Score -1.811326e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227568 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137600 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 127235 members 
Mstep: Class 20 contains 104831 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119764 members 
Mstep: Class 30 contains 76360 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 407Q: 35 clusters Score -1.811325e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227562 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137619 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127219 members 
Mstep: Class 20 contains 104832 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119766 members 
Mstep: Class 30 contains 76359 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6700 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 408Q: 35 clusters Score -1.811326e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227557 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137649 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127195 members 
Mstep: Class 20 contains 104829 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119769 members 
Mstep: Class 30 contains 76357 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 409Q: 35 clusters Score -1.811326e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227551 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 137681 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127174 members 
Mstep: Class 20 contains 104825 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119769 members 
Mstep: Class 30 contains 76356 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 410Q: 35 clusters Score -1.811326e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227550 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137713 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127146 members 
Mstep: Class 20 contains 104824 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119770 members 
Mstep: Class 30 contains 76356 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132528.000000 Penalty: 119358.375000
Iteration 411Q: 35 clusters Score -1.811325e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227548 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79343 members 
Mstep: Class 16 contains 137744 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127118 members 
Mstep: Class 20 contains 104819 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119772 members 
Mstep: Class 30 contains 76358 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 412Q: 35 clusters Score -1.811326e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227540 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 137773 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127098 members 
Mstep: Class 20 contains 104813 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119775 members 
Mstep: Class 30 contains 76358 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 413Q: 35 clusters Score -1.811326e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227533 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137801 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127080 members 
Mstep: Class 20 contains 104808 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119776 members 
Mstep: Class 30 contains 76359 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 414Q: 35 clusters Score -1.811326e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227530 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137835 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127055 members 
Mstep: Class 20 contains 104803 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119778 members 
Mstep: Class 30 contains 76357 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 415Q: 35 clusters Score -1.811326e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227522 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67825 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137870 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127041 members 
Mstep: Class 20 contains 104795 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119775 members 
Mstep: Class 30 contains 76355 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132496.000000 Penalty: 119358.375000
Iteration 416Q: 35 clusters Score -1.811325e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227516 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67824 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137907 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 127014 members 
Mstep: Class 20 contains 104790 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119778 members 
Mstep: Class 30 contains 76355 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 417Q: 35 clusters Score -1.811326e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227513 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 137938 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126993 members 
Mstep: Class 20 contains 104786 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119780 members 
Mstep: Class 30 contains 76353 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 418Q: 35 clusters Score -1.811326e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227508 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 137972 members 
Mstep: Class 17 contains 69278 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126963 members 
Mstep: Class 20 contains 104785 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119783 members 
Mstep: Class 30 contains 76354 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 419Q: 35 clusters Score -1.811326e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227502 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138008 members 
Mstep: Class 17 contains 69278 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126934 members 
Mstep: Class 20 contains 104780 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119786 members 
Mstep: Class 30 contains 76354 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 420F: 35 clusters Score -1.811325e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227498 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138044 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126910 members 
Mstep: Class 20 contains 104775 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119787 members 
Mstep: Class 30 contains 76351 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 421Q: 35 clusters Score -1.811326e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227496 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138074 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126886 members 
Mstep: Class 20 contains 104773 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119786 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 422Q: 35 clusters Score -1.811326e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227490 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138100 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126870 members 
Mstep: Class 20 contains 104772 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119785 members 
Mstep: Class 30 contains 76348 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 423Q: 35 clusters Score -1.811326e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227488 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138122 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126853 members 
Mstep: Class 20 contains 104768 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119785 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 424Q: 35 clusters Score -1.811326e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227485 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138142 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 126838 members 
Mstep: Class 20 contains 104765 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119785 members 
Mstep: Class 30 contains 76348 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132736.000000 Penalty: 119358.375000
Iteration 425Q: 35 clusters Score -1.811327e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227483 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138162 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 126821 members 
Mstep: Class 20 contains 104761 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119788 members 
Mstep: Class 30 contains 76348 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 426Q: 35 clusters Score -1.811327e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18554 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227482 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138175 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126811 members 
Mstep: Class 20 contains 104759 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119790 members 
Mstep: Class 30 contains 76347 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 427Q: 35 clusters Score -1.811326e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227483 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138194 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126796 members 
Mstep: Class 20 contains 104757 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119790 members 
Mstep: Class 30 contains 76346 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132496.000000 Penalty: 119358.375000
Iteration 428Q: 35 clusters Score -1.811325e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227485 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138217 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126773 members 
Mstep: Class 20 contains 104754 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41262 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119793 members 
Mstep: Class 30 contains 76344 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 429Q: 35 clusters Score -1.811326e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 227485 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138241 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126747 members 
Mstep: Class 20 contains 104750 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119798 members 
Mstep: Class 30 contains 76345 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 430Q: 35 clusters Score -1.811326e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227478 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138270 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126723 members 
Mstep: Class 20 contains 104746 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119803 members 
Mstep: Class 30 contains 76346 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 431Q: 35 clusters Score -1.811326e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227476 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138301 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126694 members 
Mstep: Class 20 contains 104743 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119807 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 432Q: 35 clusters Score -1.811326e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227474 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79347 members 
Mstep: Class 16 contains 138322 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126668 members 
Mstep: Class 20 contains 104746 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119811 members 
Mstep: Class 30 contains 76347 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 433Q: 35 clusters Score -1.811326e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227472 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79348 members 
Mstep: Class 16 contains 138342 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126649 members 
Mstep: Class 20 contains 104746 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119810 members 
Mstep: Class 30 contains 76346 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 434Q: 35 clusters Score -1.811326e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227469 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138360 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126629 members 
Mstep: Class 20 contains 104746 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119816 members 
Mstep: Class 30 contains 76348 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 435Q: 35 clusters Score -1.811325e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227463 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79347 members 
Mstep: Class 16 contains 138375 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126617 members 
Mstep: Class 20 contains 104749 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119817 members 
Mstep: Class 30 contains 76347 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 436Q: 35 clusters Score -1.811325e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227459 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79347 members 
Mstep: Class 16 contains 138389 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126609 members 
Mstep: Class 20 contains 104742 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119818 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132464.000000 Penalty: 119358.375000
Iteration 437Q: 35 clusters Score -1.811325e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227458 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79347 members 
Mstep: Class 16 contains 138403 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126589 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119826 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132464.000000 Penalty: 119358.375000
Iteration 438Q: 35 clusters Score -1.811325e+08 nChanged 27
Entering ConstructFrom: 
Score: -181132464.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 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 667 members 
Entering Unmasked Estep 
Score: -157712.046875 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157712 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158162.390625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158162.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -158385.125000 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158385.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -158609.140625 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158609.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158910.078125 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -158910.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159169.000000 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -159298.218750 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -159298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -159332.609375 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159341.468750 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159342.890625 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159347.375000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -159364.890625 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159395.578125 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159451.859375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159536.515625 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -159536.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -159728.218750 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -159728.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159908.937500 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -159908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159963.687500 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -159963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159984.968750 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -159985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160017.078125 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -160017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160039.062500 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -160039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160052.250000 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -160052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160064.015625 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -160064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160070.796875 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -160070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160084.562500 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -160084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160096.000000 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -160096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160103.250000 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -160103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -160103.937500 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -160103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160105.593750 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -160105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160107.296875 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -160107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -160112.828125 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -160112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160121.250000 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -160121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160138.843750 Penalty: 3540.484131
	Iteration 32Q: 3 clusters Score -160138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160157.140625 Penalty: 3540.484131
	Iteration 33Q: 3 clusters Score -160157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160167.000000 Penalty: 3540.484131
	Iteration 34Q: 3 clusters Score -160167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160170.125000 Penalty: 3540.484131
	Iteration 35Q: 3 clusters Score -160170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160180.437500 Penalty: 3540.484131
	Iteration 36Q: 3 clusters Score -160180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160184.156250 Penalty: 3540.484131
	Iteration 37Q: 3 clusters Score -160184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160184.156250 Penalty: 3540.484131
	Iteration 38F: 3 clusters Score -160184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138415 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126579 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 943 members 
Entering Unmasked Estep 
Score: -181130960.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132464.000000 to -181130960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -795658.437500 Penalty: 2175.684082
	Iteration 0F: 2 clusters Score -795658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -790206.187500 Penalty: 4351.368164
	Iteration 0F: 3 clusters Score -790206.2 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -791610.812500 Penalty: 4351.368164
	Iteration 1F: 3 clusters Score -791610.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -791874.562500 Penalty: 4351.368164
	Iteration 2F: 3 clusters Score -791874.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -792051.187500 Penalty: 4351.368164
	Iteration 3F: 3 clusters Score -792051.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -792195.187500 Penalty: 4351.368164
	Iteration 4Q: 3 clusters Score -792195.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -792368.875000 Penalty: 4351.368164
	Iteration 5Q: 3 clusters Score -792368.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -792537.937500 Penalty: 4351.368164
	Iteration 6Q: 3 clusters Score -792537.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -792726.812500 Penalty: 4351.368164
	Iteration 7Q: 3 clusters Score -792726.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -792905.875000 Penalty: 4351.368164
	Iteration 8Q: 3 clusters Score -792905.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -793061.625000 Penalty: 4351.368164
	Iteration 9Q: 3 clusters Score -793061.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -793226.812500 Penalty: 4351.368164
	Iteration 10Q: 3 clusters Score -793226.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -793373.312500 Penalty: 4351.368164
	Iteration 11Q: 3 clusters Score -793373.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -793478.250000 Penalty: 4351.368164
	Iteration 12Q: 3 clusters Score -793478.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -793584.062500 Penalty: 4351.368164
	Iteration 13Q: 3 clusters Score -793584.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -793660.687500 Penalty: 4351.368164
	Iteration 14Q: 3 clusters Score -793660.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -793719.562500 Penalty: 4351.368164
	Iteration 15Q: 3 clusters Score -793719.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -793769.375000 Penalty: 4351.368164
	Iteration 16Q: 3 clusters Score -793769.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -793804.375000 Penalty: 4351.368164
	Iteration 17Q: 3 clusters Score -793804.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -793832.312500 Penalty: 4351.368164
	Iteration 18Q: 3 clusters Score -793832.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -793855.062500 Penalty: 4351.368164
	Iteration 19Q: 3 clusters Score -793855.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -793876.312500 Penalty: 4351.368164
	Iteration 20F: 3 clusters Score -793876.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -793897.125000 Penalty: 4351.368164
	Iteration 21Q: 3 clusters Score -793897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -793918.312500 Penalty: 4351.368164
	Iteration 22Q: 3 clusters Score -793918.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -793941.250000 Penalty: 4351.368164
	Iteration 23Q: 3 clusters Score -793941.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -793961.312500 Penalty: 4351.368164
	Iteration 24Q: 3 clusters Score -793961.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -793978.000000 Penalty: 4351.368164
	Iteration 25Q: 3 clusters Score -793978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -793999.125000 Penalty: 4351.368164
	Iteration 26Q: 3 clusters Score -793999.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -794021.000000 Penalty: 4351.368164
	Iteration 27Q: 3 clusters Score -794021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -794037.500000 Penalty: 4351.368164
	Iteration 28Q: 3 clusters Score -794037.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -794051.125000 Penalty: 4351.368164
	Iteration 29Q: 3 clusters Score -794051.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -794062.625000 Penalty: 4351.368164
	Iteration 30Q: 3 clusters Score -794062.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -794070.875000 Penalty: 4351.368164
	Iteration 31Q: 3 clusters Score -794070.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -794083.687500 Penalty: 4351.368164
	Iteration 32Q: 3 clusters Score -794083.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -794098.687500 Penalty: 4351.368164
	Iteration 33Q: 3 clusters Score -794098.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -794111.125000 Penalty: 4351.368164
	Iteration 34Q: 3 clusters Score -794111.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -794119.875000 Penalty: 4351.368164
	Iteration 35Q: 3 clusters Score -794119.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -794126.687500 Penalty: 4351.368164
	Iteration 36Q: 3 clusters Score -794126.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -794134.875000 Penalty: 4351.368164
	Iteration 37Q: 3 clusters Score -794134.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -794144.062500 Penalty: 4351.368164
	Iteration 38Q: 3 clusters Score -794144.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -794156.187500 Penalty: 4351.368164
	Iteration 39Q: 3 clusters Score -794156.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -794169.750000 Penalty: 4351.368164
	Iteration 40F: 3 clusters Score -794169.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -794182.562500 Penalty: 4351.368164
	Iteration 41Q: 3 clusters Score -794182.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -794195.250000 Penalty: 4351.368164
	Iteration 42Q: 3 clusters Score -794195.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -794205.250000 Penalty: 4351.368164
	Iteration 43Q: 3 clusters Score -794205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -794213.062500 Penalty: 4351.368164
	Iteration 44Q: 3 clusters Score -794213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -794224.125000 Penalty: 4351.368164
	Iteration 45Q: 3 clusters Score -794224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -794231.312500 Penalty: 4351.368164
	Iteration 46Q: 3 clusters Score -794231.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -794241.312500 Penalty: 4351.368164
	Iteration 47Q: 3 clusters Score -794241.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -794249.125000 Penalty: 4351.368164
	Iteration 48Q: 3 clusters Score -794249.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -794263.125000 Penalty: 4351.368164
	Iteration 49Q: 3 clusters Score -794263.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -794277.937500 Penalty: 4351.368164
	Iteration 50Q: 3 clusters Score -794277.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -794287.625000 Penalty: 4351.368164
	Iteration 51Q: 3 clusters Score -794287.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -794298.375000 Penalty: 4351.368164
	Iteration 52Q: 3 clusters Score -794298.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -794302.687500 Penalty: 4351.368164
	Iteration 53Q: 3 clusters Score -794302.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -794308.625000 Penalty: 4351.368164
	Iteration 54Q: 3 clusters Score -794308.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -794313.000000 Penalty: 4351.368164
	Iteration 55Q: 3 clusters Score -794313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -794317.562500 Penalty: 4351.368164
	Iteration 56Q: 3 clusters Score -794317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -794324.125000 Penalty: 4351.368164
	Iteration 57Q: 3 clusters Score -794324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -794326.437500 Penalty: 4351.368164
	Iteration 58Q: 3 clusters Score -794326.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -794335.062500 Penalty: 4351.368164
	Iteration 59Q: 3 clusters Score -794335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -794339.500000 Penalty: 4351.368164
	Iteration 60F: 3 clusters Score -794339.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -794345.875000 Penalty: 4351.368164
	Iteration 61Q: 3 clusters Score -794345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -794348.500000 Penalty: 4351.368164
	Iteration 62Q: 3 clusters Score -794348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -794350.000000 Penalty: 4351.368164
	Iteration 63Q: 3 clusters Score -794350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -794354.187500 Penalty: 4351.368164
	Iteration 64Q: 3 clusters Score -794354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -794360.062500 Penalty: 4351.368164
	Iteration 65Q: 3 clusters Score -794360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -794359.500000 Penalty: 4351.368164
	Iteration 66Q: 3 clusters Score -794359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -794361.500000 Penalty: 4351.368164
	Iteration 67Q: 3 clusters Score -794361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -794364.187500 Penalty: 4351.368164
	Iteration 68Q: 3 clusters Score -794364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -794364.250000 Penalty: 4351.368164
	Iteration 69Q: 3 clusters Score -794364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -794369.187500 Penalty: 4351.368164
	Iteration 70Q: 3 clusters Score -794369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -794370.937500 Penalty: 4351.368164
	Iteration 71Q: 3 clusters Score -794370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -794375.750000 Penalty: 4351.368164
	Iteration 72Q: 3 clusters Score -794375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -794380.062500 Penalty: 4351.368164
	Iteration 73Q: 3 clusters Score -794380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -794383.312500 Penalty: 4351.368164
	Iteration 74Q: 3 clusters Score -794383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -794386.312500 Penalty: 4351.368164
	Iteration 75Q: 3 clusters Score -794386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -794386.312500 Penalty: 4351.368164
	Iteration 76Q: 3 clusters Score -794386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -794386.937500 Penalty: 4351.368164
	Iteration 77Q: 3 clusters Score -794386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -794390.437500 Penalty: 4351.368164
	Iteration 78Q: 3 clusters Score -794390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -794389.375000 Penalty: 4351.368164
	Iteration 79Q: 3 clusters Score -794389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -794394.500000 Penalty: 4351.368164
	Iteration 80F: 3 clusters Score -794394.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -794398.125000 Penalty: 4351.368164
	Iteration 81Q: 3 clusters Score -794398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -794401.312500 Penalty: 4351.368164
	Iteration 82Q: 3 clusters Score -794401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -794405.437500 Penalty: 4351.368164
	Iteration 83Q: 3 clusters Score -794405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -794412.250000 Penalty: 4351.368164
	Iteration 84Q: 3 clusters Score -794412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -794418.125000 Penalty: 4351.368164
	Iteration 85Q: 3 clusters Score -794418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -794425.750000 Penalty: 4351.368164
	Iteration 86Q: 3 clusters Score -794425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -794435.000000 Penalty: 4351.368164
	Iteration 87Q: 3 clusters Score -794435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -794442.937500 Penalty: 4351.368164
	Iteration 88Q: 3 clusters Score -794442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -794451.250000 Penalty: 4351.368164
	Iteration 89Q: 3 clusters Score -794451.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -794475.000000 Penalty: 4351.368164
	Iteration 90Q: 3 clusters Score -794475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -794510.250000 Penalty: 4351.368164
	Iteration 91Q: 3 clusters Score -794510.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -794545.000000 Penalty: 4351.368164
	Iteration 92Q: 3 clusters Score -794545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -794584.375000 Penalty: 4351.368164
	Iteration 93Q: 3 clusters Score -794584.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -794629.500000 Penalty: 4351.368164
	Iteration 94Q: 3 clusters Score -794629.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -794657.437500 Penalty: 4351.368164
	Iteration 95Q: 3 clusters Score -794657.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -794672.500000 Penalty: 4351.368164
	Iteration 96Q: 3 clusters Score -794672.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -794687.125000 Penalty: 4351.368164
	Iteration 97Q: 3 clusters Score -794687.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -794700.250000 Penalty: 4351.368164
	Iteration 98Q: 3 clusters Score -794700.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -794712.812500 Penalty: 4351.368164
	Iteration 99Q: 3 clusters Score -794712.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -794727.375000 Penalty: 4351.368164
	Iteration 100F: 3 clusters Score -794727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -794730.500000 Penalty: 4351.368164
	Iteration 101Q: 3 clusters Score -794730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -794731.125000 Penalty: 4351.368164
	Iteration 102Q: 3 clusters Score -794731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -794733.625000 Penalty: 4351.368164
	Iteration 103Q: 3 clusters Score -794733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -794736.375000 Penalty: 4351.368164
	Iteration 104Q: 3 clusters Score -794736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -794738.000000 Penalty: 4351.368164
	Iteration 105Q: 3 clusters Score -794738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -794742.125000 Penalty: 4351.368164
	Iteration 106Q: 3 clusters Score -794742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -794744.312500 Penalty: 4351.368164
	Iteration 107Q: 3 clusters Score -794744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -794744.187500 Penalty: 4351.368164
	Iteration 108Q: 3 clusters Score -794744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -794747.812500 Penalty: 4351.368164
	Iteration 109Q: 3 clusters Score -794747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -794749.625000 Penalty: 4351.368164
	Iteration 110Q: 3 clusters Score -794749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -794750.000000 Penalty: 4351.368164
	Iteration 111Q: 3 clusters Score -794750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -794750.250000 Penalty: 4351.368164
	Iteration 112Q: 3 clusters Score -794750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -794752.375000 Penalty: 4351.368164
	Iteration 113Q: 3 clusters Score -794752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -794753.312500 Penalty: 4351.368164
	Iteration 114Q: 3 clusters Score -794753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -794753.062500 Penalty: 4351.368164
	Iteration 115Q: 3 clusters Score -794753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -794753.812500 Penalty: 4351.368164
	Iteration 116Q: 3 clusters Score -794753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -794753.812500 Penalty: 4351.368164
	Iteration 117F: 3 clusters Score -794753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Entering Unmasked Estep 
Score: -3747674.500000 Penalty: 2543.254639
	Iteration 0F: 2 clusters Score -3747674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3728114.000000 Penalty: 5086.509277
	Iteration 0F: 3 clusters Score -3728114 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3735274.500000 Penalty: 5086.509277
	Iteration 1F: 3 clusters Score -3735274 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3735861.500000 Penalty: 5086.509277
	Iteration 2F: 3 clusters Score -3735862 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3736366.750000 Penalty: 5086.509277
	Iteration 3Q: 3 clusters Score -3736367 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3736816.750000 Penalty: 5086.509277
	Iteration 4Q: 3 clusters Score -3736817 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3737292.750000 Penalty: 5086.509277
	Iteration 5Q: 3 clusters Score -3737293 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3737742.750000 Penalty: 5086.509277
	Iteration 6Q: 3 clusters Score -3737743 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3738164.500000 Penalty: 5086.509277
	Iteration 7Q: 3 clusters Score -3738164 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3738623.500000 Penalty: 5086.509277
	Iteration 8Q: 3 clusters Score -3738624 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3739031.250000 Penalty: 5086.509277
	Iteration 9Q: 3 clusters Score -3739031 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3739446.000000 Penalty: 5086.509277
	Iteration 10Q: 3 clusters Score -3739446 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3739849.000000 Penalty: 5086.509277
	Iteration 11Q: 3 clusters Score -3739849 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3740195.750000 Penalty: 5086.509277
	Iteration 12Q: 3 clusters Score -3740196 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3740524.750000 Penalty: 5086.509277
	Iteration 13Q: 3 clusters Score -3740525 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3740761.500000 Penalty: 5086.509277
	Iteration 14Q: 3 clusters Score -3740762 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3740910.000000 Penalty: 5086.509277
	Iteration 15Q: 3 clusters Score -3740910 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3741052.750000 Penalty: 5086.509277
	Iteration 16Q: 3 clusters Score -3741053 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3741145.750000 Penalty: 5086.509277
	Iteration 17Q: 3 clusters Score -3741146 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3741219.500000 Penalty: 5086.509277
	Iteration 18Q: 3 clusters Score -3741220 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3741300.500000 Penalty: 5086.509277
	Iteration 19Q: 3 clusters Score -3741300 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3741383.750000 Penalty: 5086.509277
	Iteration 20F: 3 clusters Score -3741384 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3741496.500000 Penalty: 5086.509277
	Iteration 21Q: 3 clusters Score -3741496 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3741618.500000 Penalty: 5086.509277
	Iteration 22Q: 3 clusters Score -3741618 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3741781.250000 Penalty: 5086.509277
	Iteration 23Q: 3 clusters Score -3741781 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3742009.000000 Penalty: 5086.509277
	Iteration 24Q: 3 clusters Score -3742009 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3742306.250000 Penalty: 5086.509277
	Iteration 25Q: 3 clusters Score -3742306 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3742737.750000 Penalty: 5086.509277
	Iteration 26Q: 3 clusters Score -3742738 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3743291.500000 Penalty: 5086.509277
	Iteration 27Q: 3 clusters Score -3743292 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3743865.000000 Penalty: 5086.509277
	Iteration 28Q: 3 clusters Score -3743865 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3744364.000000 Penalty: 5086.509277
	Iteration 29Q: 3 clusters Score -3744364 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3744775.000000 Penalty: 5086.509277
	Iteration 30Q: 3 clusters Score -3744775 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3745037.500000 Penalty: 5086.509277
	Iteration 31Q: 3 clusters Score -3745038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3745225.250000 Penalty: 5086.509277
	Iteration 32Q: 3 clusters Score -3745225 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3745364.750000 Penalty: 5086.509277
	Iteration 33Q: 3 clusters Score -3745365 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3745441.000000 Penalty: 5086.509277
	Iteration 34Q: 3 clusters Score -3745441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3745496.250000 Penalty: 5086.509277
	Iteration 35Q: 3 clusters Score -3745496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3745523.250000 Penalty: 5086.509277
	Iteration 36Q: 3 clusters Score -3745523 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3745568.750000 Penalty: 5086.509277
	Iteration 37Q: 3 clusters Score -3745569 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3745589.000000 Penalty: 5086.509277
	Iteration 38Q: 3 clusters Score -3745589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3745612.000000 Penalty: 5086.509277
	Iteration 39Q: 3 clusters Score -3745612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3745633.000000 Penalty: 5086.509277
	Iteration 40F: 3 clusters Score -3745633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3745657.250000 Penalty: 5086.509277
	Iteration 41Q: 3 clusters Score -3745657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3745679.500000 Penalty: 5086.509277
	Iteration 42Q: 3 clusters Score -3745680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3745692.750000 Penalty: 5086.509277
	Iteration 43Q: 3 clusters Score -3745693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3745708.000000 Penalty: 5086.509277
	Iteration 44Q: 3 clusters Score -3745708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3745725.250000 Penalty: 5086.509277
	Iteration 45Q: 3 clusters Score -3745725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3745733.750000 Penalty: 5086.509277
	Iteration 46Q: 3 clusters Score -3745734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3745746.000000 Penalty: 5086.509277
	Iteration 47Q: 3 clusters Score -3745746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3745756.500000 Penalty: 5086.509277
	Iteration 48Q: 3 clusters Score -3745756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3745760.250000 Penalty: 5086.509277
	Iteration 49Q: 3 clusters Score -3745760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3745753.000000 Penalty: 5086.509277
	Iteration 50Q: 3 clusters Score -3745753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3745762.750000 Penalty: 5086.509277
	Iteration 51Q: 3 clusters Score -3745763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3745767.750000 Penalty: 5086.509277
	Iteration 52Q: 3 clusters Score -3745768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3745765.750000 Penalty: 5086.509277
	Iteration 53Q: 3 clusters Score -3745766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3745768.000000 Penalty: 5086.509277
	Iteration 54Q: 3 clusters Score -3745768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3745768.750000 Penalty: 5086.509277
	Iteration 55Q: 3 clusters Score -3745769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3745769.500000 Penalty: 5086.509277
	Iteration 56Q: 3 clusters Score -3745770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3745773.000000 Penalty: 5086.509277
	Iteration 57Q: 3 clusters Score -3745773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3745768.500000 Penalty: 5086.509277
	Iteration 58Q: 3 clusters Score -3745768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3745770.750000 Penalty: 5086.509277
	Iteration 59Q: 3 clusters Score -3745771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3745775.000000 Penalty: 5086.509277
	Iteration 60F: 3 clusters Score -3745775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3745785.250000 Penalty: 5086.509277
	Iteration 61Q: 3 clusters Score -3745785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3745785.500000 Penalty: 5086.509277
	Iteration 62Q: 3 clusters Score -3745786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3745790.250000 Penalty: 5086.509277
	Iteration 63Q: 3 clusters Score -3745790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3745788.250000 Penalty: 5086.509277
	Iteration 64Q: 3 clusters Score -3745788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3745787.250000 Penalty: 5086.509277
	Iteration 65Q: 3 clusters Score -3745787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3745786.250000 Penalty: 5086.509277
	Iteration 66Q: 3 clusters Score -3745786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3745789.250000 Penalty: 5086.509277
	Iteration 67Q: 3 clusters Score -3745789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3745789.250000 Penalty: 5086.509277
	Iteration 68Q: 3 clusters Score -3745789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3745788.750000 Penalty: 5086.509277
	Iteration 69Q: 3 clusters Score -3745789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3745787.750000 Penalty: 5086.509277
	Iteration 70Q: 3 clusters Score -3745788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3745791.500000 Penalty: 5086.509277
	Iteration 71Q: 3 clusters Score -3745792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3745794.250000 Penalty: 5086.509277
	Iteration 72Q: 3 clusters Score -3745794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3745792.250000 Penalty: 5086.509277
	Iteration 73Q: 3 clusters Score -3745792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3745793.000000 Penalty: 5086.509277
	Iteration 74Q: 3 clusters Score -3745793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3745794.750000 Penalty: 5086.509277
	Iteration 75Q: 3 clusters Score -3745795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3745791.000000 Penalty: 5086.509277
	Iteration 76Q: 3 clusters Score -3745791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3745791.000000 Penalty: 5086.509277
	Iteration 77F: 3 clusters Score -3745791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Entering Unmasked Estep 
Score: -2507303.000000 Penalty: 2437.439697
	Iteration 0F: 2 clusters Score -2507303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2494135.000000 Penalty: 4874.879395
	Iteration 0F: 3 clusters Score -2494135 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2498443.000000 Penalty: 4874.879395
	Iteration 1F: 3 clusters Score -2498443 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2498842.000000 Penalty: 4874.879395
	Iteration 2F: 3 clusters Score -2498842 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2499200.250000 Penalty: 4874.879395
	Iteration 3Q: 3 clusters Score -2499200 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2499551.000000 Penalty: 4874.879395
	Iteration 4Q: 3 clusters Score -2499551 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2499956.000000 Penalty: 4874.879395
	Iteration 5Q: 3 clusters Score -2499956 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2500440.750000 Penalty: 4874.879395
	Iteration 6Q: 3 clusters Score -2500441 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2500962.500000 Penalty: 4874.879395
	Iteration 7Q: 3 clusters Score -2500962 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2501606.250000 Penalty: 4874.879395
	Iteration 8F: 3 clusters Score -2501606 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2502191.000000 Penalty: 4874.879395
	Iteration 9F: 3 clusters Score -2502191 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2502800.500000 Penalty: 4874.879395
	Iteration 10Q: 3 clusters Score -2502800 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2503399.000000 Penalty: 4874.879395
	Iteration 11Q: 3 clusters Score -2503399 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2503812.250000 Penalty: 4874.879395
	Iteration 12Q: 3 clusters Score -2503812 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2504045.750000 Penalty: 4874.879395
	Iteration 13Q: 3 clusters Score -2504046 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2504179.500000 Penalty: 4874.879395
	Iteration 14Q: 3 clusters Score -2504180 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2504249.000000 Penalty: 4874.879395
	Iteration 15Q: 3 clusters Score -2504249 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2504307.250000 Penalty: 4874.879395
	Iteration 16Q: 3 clusters Score -2504307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2504349.500000 Penalty: 4874.879395
	Iteration 17Q: 3 clusters Score -2504350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2504379.500000 Penalty: 4874.879395
	Iteration 18Q: 3 clusters Score -2504380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2504403.750000 Penalty: 4874.879395
	Iteration 19Q: 3 clusters Score -2504404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2504423.000000 Penalty: 4874.879395
	Iteration 20F: 3 clusters Score -2504423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2504440.000000 Penalty: 4874.879395
	Iteration 21Q: 3 clusters Score -2504440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2504461.250000 Penalty: 4874.879395
	Iteration 22Q: 3 clusters Score -2504461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2504485.000000 Penalty: 4874.879395
	Iteration 23Q: 3 clusters Score -2504485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2504493.000000 Penalty: 4874.879395
	Iteration 24Q: 3 clusters Score -2504493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2504517.750000 Penalty: 4874.879395
	Iteration 25Q: 3 clusters Score -2504518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2504525.750000 Penalty: 4874.879395
	Iteration 26Q: 3 clusters Score -2504526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2504533.000000 Penalty: 4874.879395
	Iteration 27Q: 3 clusters Score -2504533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2504558.000000 Penalty: 4874.879395
	Iteration 28Q: 3 clusters Score -2504558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2504568.000000 Penalty: 4874.879395
	Iteration 29Q: 3 clusters Score -2504568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2504582.750000 Penalty: 4874.879395
	Iteration 30Q: 3 clusters Score -2504583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2504592.750000 Penalty: 4874.879395
	Iteration 31Q: 3 clusters Score -2504593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2504601.750000 Penalty: 4874.879395
	Iteration 32Q: 3 clusters Score -2504602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2504611.750000 Penalty: 4874.879395
	Iteration 33Q: 3 clusters Score -2504612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2504624.000000 Penalty: 4874.879395
	Iteration 34Q: 3 clusters Score -2504624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2504633.250000 Penalty: 4874.879395
	Iteration 35Q: 3 clusters Score -2504633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2504644.250000 Penalty: 4874.879395
	Iteration 36Q: 3 clusters Score -2504644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2504656.000000 Penalty: 4874.879395
	Iteration 37Q: 3 clusters Score -2504656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2504676.250000 Penalty: 4874.879395
	Iteration 38Q: 3 clusters Score -2504676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2504685.750000 Penalty: 4874.879395
	Iteration 39Q: 3 clusters Score -2504686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2504695.750000 Penalty: 4874.879395
	Iteration 40F: 3 clusters Score -2504696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2504712.750000 Penalty: 4874.879395
	Iteration 41Q: 3 clusters Score -2504713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2504724.500000 Penalty: 4874.879395
	Iteration 42Q: 3 clusters Score -2504724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2504732.250000 Penalty: 4874.879395
	Iteration 43Q: 3 clusters Score -2504732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2504744.500000 Penalty: 4874.879395
	Iteration 44Q: 3 clusters Score -2504744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2504752.250000 Penalty: 4874.879395
	Iteration 45Q: 3 clusters Score -2504752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2504760.000000 Penalty: 4874.879395
	Iteration 46Q: 3 clusters Score -2504760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2504761.750000 Penalty: 4874.879395
	Iteration 47Q: 3 clusters Score -2504762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2504774.750000 Penalty: 4874.879395
	Iteration 48Q: 3 clusters Score -2504775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2504783.000000 Penalty: 4874.879395
	Iteration 49Q: 3 clusters Score -2504783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2504786.500000 Penalty: 4874.879395
	Iteration 50Q: 3 clusters Score -2504786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2504802.750000 Penalty: 4874.879395
	Iteration 51Q: 3 clusters Score -2504803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2504816.750000 Penalty: 4874.879395
	Iteration 52Q: 3 clusters Score -2504817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2504827.750000 Penalty: 4874.879395
	Iteration 53Q: 3 clusters Score -2504828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2504837.500000 Penalty: 4874.879395
	Iteration 54Q: 3 clusters Score -2504838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2504844.500000 Penalty: 4874.879395
	Iteration 55Q: 3 clusters Score -2504844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2504852.750000 Penalty: 4874.879395
	Iteration 56Q: 3 clusters Score -2504853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2504855.500000 Penalty: 4874.879395
	Iteration 57Q: 3 clusters Score -2504856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2504864.250000 Penalty: 4874.879395
	Iteration 58Q: 3 clusters Score -2504864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2504876.250000 Penalty: 4874.879395
	Iteration 59Q: 3 clusters Score -2504876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2504886.500000 Penalty: 4874.879395
	Iteration 60F: 3 clusters Score -2504886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2504886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2504882.750000 Penalty: 4874.879395
	Iteration 62Q: 3 clusters Score -2504883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2504884.000000 Penalty: 4874.879395
	Iteration 63Q: 3 clusters Score -2504884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2504887.750000 Penalty: 4874.879395
	Iteration 64Q: 3 clusters Score -2504888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2504891.250000 Penalty: 4874.879395
	Iteration 65Q: 3 clusters Score -2504891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2504897.500000 Penalty: 4874.879395
	Iteration 66Q: 3 clusters Score -2504898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2504892.500000 Penalty: 4874.879395
	Iteration 67Q: 3 clusters Score -2504892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2504894.250000 Penalty: 4874.879395
	Iteration 68Q: 3 clusters Score -2504894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2504901.250000 Penalty: 4874.879395
	Iteration 69Q: 3 clusters Score -2504901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2504903.750000 Penalty: 4874.879395
	Iteration 70Q: 3 clusters Score -2504904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2504897.750000 Penalty: 4874.879395
	Iteration 71Q: 3 clusters Score -2504898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2504901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2504904.000000 Penalty: 4874.879395
	Iteration 73Q: 3 clusters Score -2504904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2504904.500000 Penalty: 4874.879395
	Iteration 74Q: 3 clusters Score -2504904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2504909.250000 Penalty: 4874.879395
	Iteration 75Q: 3 clusters Score -2504909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2504916.250000 Penalty: 4874.879395
	Iteration 76Q: 3 clusters Score -2504916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2504916.250000 Penalty: 4874.879395
	Iteration 77Q: 3 clusters Score -2504916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2504924.000000 Penalty: 4874.879395
	Iteration 78Q: 3 clusters Score -2504924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2504929.750000 Penalty: 4874.879395
	Iteration 79Q: 3 clusters Score -2504930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2504933.750000 Penalty: 4874.879395
	Iteration 80F: 3 clusters Score -2504934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2504942.750000 Penalty: 4874.879395
	Iteration 81Q: 3 clusters Score -2504943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2504940.500000 Penalty: 4874.879395
	Iteration 82Q: 3 clusters Score -2504940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2504938.750000 Penalty: 4874.879395
	Iteration 83Q: 3 clusters Score -2504939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2504942.250000 Penalty: 4874.879395
	Iteration 84Q: 3 clusters Score -2504942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2504944.500000 Penalty: 4874.879395
	Iteration 85Q: 3 clusters Score -2504944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2504945.000000 Penalty: 4874.879395
	Iteration 86Q: 3 clusters Score -2504945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2504944.750000 Penalty: 4874.879395
	Iteration 87Q: 3 clusters Score -2504945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2504949.000000 Penalty: 4874.879395
	Iteration 88Q: 3 clusters Score -2504949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2504949.250000 Penalty: 4874.879395
	Iteration 89Q: 3 clusters Score -2504949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2504948.500000 Penalty: 4874.879395
	Iteration 90Q: 3 clusters Score -2504948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2504953.000000 Penalty: 4874.879395
	Iteration 91Q: 3 clusters Score -2504953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2504956.500000 Penalty: 4874.879395
	Iteration 92Q: 3 clusters Score -2504956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2504962.000000 Penalty: 4874.879395
	Iteration 93Q: 3 clusters Score -2504962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2504960.750000 Penalty: 4874.879395
	Iteration 94Q: 3 clusters Score -2504961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2504959.750000 Penalty: 4874.879395
	Iteration 95Q: 3 clusters Score -2504960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2504962.750000 Penalty: 4874.879395
	Iteration 96Q: 3 clusters Score -2504963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2504966.500000 Penalty: 4874.879395
	Iteration 97Q: 3 clusters Score -2504966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2504973.250000 Penalty: 4874.879395
	Iteration 98Q: 3 clusters Score -2504973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2504981.000000 Penalty: 4874.879395
	Iteration 99Q: 3 clusters Score -2504981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2504985.750000 Penalty: 4874.879395
	Iteration 100F: 3 clusters Score -2504986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2504989.750000 Penalty: 4874.879395
	Iteration 101Q: 3 clusters Score -2504990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2504994.500000 Penalty: 4874.879395
	Iteration 102Q: 3 clusters Score -2504994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2504998.750000 Penalty: 4874.879395
	Iteration 103Q: 3 clusters Score -2504999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2504999.000000 Penalty: 4874.879395
	Iteration 104Q: 3 clusters Score -2504999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2505007.000000 Penalty: 4874.879395
	Iteration 105Q: 3 clusters Score -2505007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2505013.000000 Penalty: 4874.879395
	Iteration 106Q: 3 clusters Score -2505013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2505018.000000 Penalty: 4874.879395
	Iteration 107Q: 3 clusters Score -2505018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2505019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2505023.500000 Penalty: 4874.879395
	Iteration 109Q: 3 clusters Score -2505024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2505030.000000 Penalty: 4874.879395
	Iteration 110Q: 3 clusters Score -2505030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2505030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2505032.250000 Penalty: 4874.879395
	Iteration 112Q: 3 clusters Score -2505032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2505036.000000 Penalty: 4874.879395
	Iteration 113Q: 3 clusters Score -2505036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2505030 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2505033.500000 Penalty: 4874.879395
	Iteration 115Q: 3 clusters Score -2505034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2505030.250000 Penalty: 4874.879395
	Iteration 116Q: 3 clusters Score -2505030 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2505030.250000 Penalty: 4874.879395
	Iteration 117Q: 3 clusters Score -2505030 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2505034 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2505030.500000 Penalty: 4874.879395
	Iteration 119Q: 3 clusters Score -2505030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2505036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2505045.500000 Penalty: 4874.879395
	Iteration 121Q: 3 clusters Score -2505046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2505046.250000 Penalty: 4874.879395
	Iteration 122Q: 3 clusters Score -2505046 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2505046.000000 Penalty: 4874.879395
	Iteration 123Q: 3 clusters Score -2505046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2505051.000000 Penalty: 4874.879395
	Iteration 124Q: 3 clusters Score -2505051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2505053.250000 Penalty: 4874.879395
	Iteration 125Q: 3 clusters Score -2505053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2505063.000000 Penalty: 4874.879395
	Iteration 126Q: 3 clusters Score -2505063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2505065.500000 Penalty: 4874.879395
	Iteration 127Q: 3 clusters Score -2505066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2505071.250000 Penalty: 4874.879395
	Iteration 128Q: 3 clusters Score -2505071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2505078.500000 Penalty: 4874.879395
	Iteration 129Q: 3 clusters Score -2505078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2505082.250000 Penalty: 4874.879395
	Iteration 130Q: 3 clusters Score -2505082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2505094.500000 Penalty: 4874.879395
	Iteration 131Q: 3 clusters Score -2505094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2505093.250000 Penalty: 4874.879395
	Iteration 132Q: 3 clusters Score -2505093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2505102.250000 Penalty: 4874.879395
	Iteration 133Q: 3 clusters Score -2505102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2505104.750000 Penalty: 4874.879395
	Iteration 134Q: 3 clusters Score -2505105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2505112.250000 Penalty: 4874.879395
	Iteration 135Q: 3 clusters Score -2505112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2505117.750000 Penalty: 4874.879395
	Iteration 136Q: 3 clusters Score -2505118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2505123.750000 Penalty: 4874.879395
	Iteration 137Q: 3 clusters Score -2505124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2505123.000000 Penalty: 4874.879395
	Iteration 138Q: 3 clusters Score -2505123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2505124.500000 Penalty: 4874.879395
	Iteration 139Q: 3 clusters Score -2505124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2505136.250000 Penalty: 4874.879395
	Iteration 140F: 3 clusters Score -2505136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2505139.250000 Penalty: 4874.879395
	Iteration 141Q: 3 clusters Score -2505139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2505140.750000 Penalty: 4874.879395
	Iteration 142Q: 3 clusters Score -2505141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2505150.750000 Penalty: 4874.879395
	Iteration 143Q: 3 clusters Score -2505151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2505147.500000 Penalty: 4874.879395
	Iteration 144Q: 3 clusters Score -2505148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2505147.750000 Penalty: 4874.879395
	Iteration 145Q: 3 clusters Score -2505148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2505151.500000 Penalty: 4874.879395
	Iteration 146Q: 3 clusters Score -2505152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2505152.750000 Penalty: 4874.879395
	Iteration 147Q: 3 clusters Score -2505153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2505148.500000 Penalty: 4874.879395
	Iteration 148Q: 3 clusters Score -2505148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2505149.000000 Penalty: 4874.879395
	Iteration 149Q: 3 clusters Score -2505149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2505151.500000 Penalty: 4874.879395
	Iteration 150Q: 3 clusters Score -2505152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2505151.500000 Penalty: 4874.879395
	Iteration 151F: 3 clusters Score -2505152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -1020385.187500 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -1020385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1013836.937500 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -1013837 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1015690.062500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -1015690 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1015976.250000 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -1015976 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1016162.000000 Penalty: 4472.190430
	Iteration 3Q: 3 clusters Score -1016162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1016325.812500 Penalty: 4472.190430
	Iteration 4Q: 3 clusters Score -1016326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1016462.687500 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -1016463 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1016583.500000 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -1016584 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1016701.937500 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -1016702 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1016809.437500 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -1016809 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1016909.437500 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -1016909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1017011.000000 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -1017011 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1017115.812500 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -1017116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1017209.437500 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -1017209 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1017294.250000 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -1017294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1017382.437500 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -1017382 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1017465.562500 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -1017466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1017553.125000 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -1017553 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1017627.500000 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -1017628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1017699.812500 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -1017700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1017770.812500 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -1017771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1017846.000000 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -1017846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1017932.937500 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -1017933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1017994.125000 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -1017994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1018040.812500 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -1018041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1018084.500000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -1018084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1018124.062500 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -1018124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1018160.312500 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -1018160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1018195.125000 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -1018195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1018227.125000 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -1018227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1018260.875000 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -1018261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1018285.125000 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -1018285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1018302.937500 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -1018303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1018320.500000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -1018320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1018336.562500 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -1018337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1018352.312500 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -1018352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1018361.125000 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -1018361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1018366.312500 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -1018366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1018372.500000 Penalty: 4472.190430
	Iteration 37Q: 3 clusters Score -1018372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1018379.437500 Penalty: 4472.190430
	Iteration 38Q: 3 clusters Score -1018379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1018384.000000 Penalty: 4472.190430
	Iteration 39Q: 3 clusters Score -1018384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1018387.562500 Penalty: 4472.190430
	Iteration 40F: 3 clusters Score -1018388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1018389.187500 Penalty: 4472.190430
	Iteration 41Q: 3 clusters Score -1018389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1018393.000000 Penalty: 4472.190430
	Iteration 42Q: 3 clusters Score -1018393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1018396.875000 Penalty: 4472.190430
	Iteration 43Q: 3 clusters Score -1018397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1018399.250000 Penalty: 4472.190430
	Iteration 44Q: 3 clusters Score -1018399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1018396.812500 Penalty: 4472.190430
	Iteration 45Q: 3 clusters Score -1018397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1018397.250000 Penalty: 4472.190430
	Iteration 46Q: 3 clusters Score -1018397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1018398.125000 Penalty: 4472.190430
	Iteration 47Q: 3 clusters Score -1018398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1018398.125000 Penalty: 4472.190430
	Iteration 48F: 3 clusters Score -1018398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Entering Unmasked Estep 
Score: -16809738.000000 Penalty: 2916.042969
	Iteration 0F: 2 clusters Score -1.680974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -16725057.000000 Penalty: 5832.085938
	Iteration 0F: 3 clusters Score -1.672506e+07 nChanged 60812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -16759493.000000 Penalty: 5832.085938
	Iteration 1F: 3 clusters Score -1.675949e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -16760369.000000 Penalty: 5832.085938
	Iteration 2Q: 3 clusters Score -1.676037e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -16761218.000000 Penalty: 5832.085938
	Iteration 3Q: 3 clusters Score -1.676122e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -16762231.000000 Penalty: 5832.085938
	Iteration 4Q: 3 clusters Score -1.676223e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -16763602.000000 Penalty: 5832.085938
	Iteration 5Q: 3 clusters Score -1.67636e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 67703 members 
Entering Unmasked Estep 
Score: -16765103.000000 Penalty: 5832.085938
	Iteration 6Q: 3 clusters Score -1.67651e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -16767262.000000 Penalty: 5832.085938
	Iteration 7Q: 3 clusters Score -1.676726e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -16770092.000000 Penalty: 5832.085938
	Iteration 8Q: 3 clusters Score -1.677009e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -16773566.000000 Penalty: 5832.085938
	Iteration 9F: 3 clusters Score -1.677357e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -16777159.000000 Penalty: 5832.085938
	Iteration 10F: 3 clusters Score -1.677716e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -16780488.000000 Penalty: 5832.085938
	Iteration 11Q: 3 clusters Score -1.678049e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -16783824.000000 Penalty: 5832.085938
	Iteration 12Q: 3 clusters Score -1.678382e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -16787320.000000 Penalty: 5832.085938
	Iteration 13Q: 3 clusters Score -1.678732e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -16790956.000000 Penalty: 5832.085938
	Iteration 14Q: 3 clusters Score -1.679096e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -16794606.000000 Penalty: 5832.085938
	Iteration 15Q: 3 clusters Score -1.679461e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -16798250.000000 Penalty: 5832.085938
	Iteration 16Q: 3 clusters Score -1.679825e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -16801024.000000 Penalty: 5832.085938
	Iteration 17Q: 3 clusters Score -1.680102e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -16803052.000000 Penalty: 5832.085938
	Iteration 18Q: 3 clusters Score -1.680305e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -16804450.000000 Penalty: 5832.085938
	Iteration 19Q: 3 clusters Score -1.680445e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -16805346.000000 Penalty: 5832.085938
	Iteration 20F: 3 clusters Score -1.680535e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -16806002.000000 Penalty: 5832.085938
	Iteration 21Q: 3 clusters Score -1.6806e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 122101 members 
Entering Unmasked Estep 
Score: -16806448.000000 Penalty: 5832.085938
	Iteration 22Q: 3 clusters Score -1.680645e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 122894 members 
Entering Unmasked Estep 
Score: -16806734.000000 Penalty: 5832.085938
	Iteration 23Q: 3 clusters Score -1.680673e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 123453 members 
Entering Unmasked Estep 
Score: -16806920.000000 Penalty: 5832.085938
	Iteration 24Q: 3 clusters Score -1.680692e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -16807026.000000 Penalty: 5832.085938
	Iteration 25Q: 3 clusters Score -1.680703e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -16807162.000000 Penalty: 5832.085938
	Iteration 26Q: 3 clusters Score -1.680716e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -16807250.000000 Penalty: 5832.085938
	Iteration 27Q: 3 clusters Score -1.680725e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 124778 members 
Entering Unmasked Estep 
Score: -16807298.000000 Penalty: 5832.085938
	Iteration 28Q: 3 clusters Score -1.68073e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -16807344.000000 Penalty: 5832.085938
	Iteration 29Q: 3 clusters Score -1.680734e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -16807418.000000 Penalty: 5832.085938
	Iteration 30Q: 3 clusters Score -1.680742e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -16807430.000000 Penalty: 5832.085938
	Iteration 31Q: 3 clusters Score -1.680743e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 125350 members 
Entering Unmasked Estep 
Score: -16807456.000000 Penalty: 5832.085938
	Iteration 32Q: 3 clusters Score -1.680746e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -16807484.000000 Penalty: 5832.085938
	Iteration 33Q: 3 clusters Score -1.680748e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 125483 members 
Entering Unmasked Estep 
Score: -16807516.000000 Penalty: 5832.085938
	Iteration 34Q: 3 clusters Score -1.680752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -16807526.000000 Penalty: 5832.085938
	Iteration 35Q: 3 clusters Score -1.680753e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -16807526.000000 Penalty: 5832.085938
	Iteration 36Q: 3 clusters Score -1.680753e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -16807536.000000 Penalty: 5832.085938
	Iteration 37Q: 3 clusters Score -1.680754e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -16807552.000000 Penalty: 5832.085938
	Iteration 38Q: 3 clusters Score -1.680755e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -16807548.000000 Penalty: 5832.085938
	Iteration 39Q: 3 clusters Score -1.680755e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
Score: -16807566.000000 Penalty: 5832.085938
	Iteration 40F: 3 clusters Score -1.680757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 125753 members 
Entering Unmasked Estep 
Score: -16807592.000000 Penalty: 5832.085938
	Iteration 41Q: 3 clusters Score -1.680759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -16807590.000000 Penalty: 5832.085938
	Iteration 42Q: 3 clusters Score -1.680759e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -16807578.000000 Penalty: 5832.085938
	Iteration 43Q: 3 clusters Score -1.680758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -16807586.000000 Penalty: 5832.085938
	Iteration 44Q: 3 clusters Score -1.680759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -16807590.000000 Penalty: 5832.085938
	Iteration 45Q: 3 clusters Score -1.680759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -16807600.000000 Penalty: 5832.085938
	Iteration 46Q: 3 clusters Score -1.68076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -16807622.000000 Penalty: 5832.085938
	Iteration 47Q: 3 clusters Score -1.680762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -16807616.000000 Penalty: 5832.085938
	Iteration 48Q: 3 clusters Score -1.680762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -16807618.000000 Penalty: 5832.085938
	Iteration 49Q: 3 clusters Score -1.680762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 125898 members 
Entering Unmasked Estep 
Score: -16807610.000000 Penalty: 5832.085938
	Iteration 50Q: 3 clusters Score -1.680761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 125907 members 
Entering Unmasked Estep 
Score: -16807604.000000 Penalty: 5832.085938
	Iteration 51Q: 3 clusters Score -1.68076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -16807622.000000 Penalty: 5832.085938
	Iteration 52Q: 3 clusters Score -1.680762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -16807640.000000 Penalty: 5832.085938
	Iteration 53Q: 3 clusters Score -1.680764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -16807646.000000 Penalty: 5832.085938
	Iteration 54Q: 3 clusters Score -1.680765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -16807650.000000 Penalty: 5832.085938
	Iteration 55Q: 3 clusters Score -1.680765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -16807642.000000 Penalty: 5832.085938
	Iteration 56Q: 3 clusters Score -1.680764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -16807654.000000 Penalty: 5832.085938
	Iteration 57Q: 3 clusters Score -1.680765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -16807656.000000 Penalty: 5832.085938
	Iteration 58Q: 3 clusters Score -1.680766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -16807646.000000 Penalty: 5832.085938
	Iteration 59Q: 3 clusters Score -1.680765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -16807656.000000 Penalty: 5832.085938
	Iteration 60F: 3 clusters Score -1.680766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -16807642.000000 Penalty: 5832.085938
	Iteration 61Q: 3 clusters Score -1.680764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -16807650.000000 Penalty: 5832.085938
	Iteration 62Q: 3 clusters Score -1.680765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -16807658.000000 Penalty: 5832.085938
	Iteration 63Q: 3 clusters Score -1.680766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -16807650.000000 Penalty: 5832.085938
	Iteration 64Q: 3 clusters Score -1.680765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16807646.000000 Penalty: 5832.085938
	Iteration 65Q: 3 clusters Score -1.680765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -16807664.000000 Penalty: 5832.085938
	Iteration 66Q: 3 clusters Score -1.680766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -16807660.000000 Penalty: 5832.085938
	Iteration 67Q: 3 clusters Score -1.680766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -16807668.000000 Penalty: 5832.085938
	Iteration 68Q: 3 clusters Score -1.680767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -16807654.000000 Penalty: 5832.085938
	Iteration 69Q: 3 clusters Score -1.680765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -16807672.000000 Penalty: 5832.085938
	Iteration 70Q: 3 clusters Score -1.680767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16807664.000000 Penalty: 5832.085938
	Iteration 71Q: 3 clusters Score -1.680766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -16807658.000000 Penalty: 5832.085938
	Iteration 72Q: 3 clusters Score -1.680766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -16807658.000000 Penalty: 5832.085938
	Iteration 73F: 3 clusters Score -1.680766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (227456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227456 members 
Entering Unmasked Estep 
Score: -30411110.000000 Penalty: 3059.008545
	Iteration 0F: 2 clusters Score -3.041111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -30273318.000000 Penalty: 6118.017090
	Iteration 0F: 3 clusters Score -3.027332e+07 nChanged 109682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -30338250.000000 Penalty: 6118.017090
	Iteration 1F: 3 clusters Score -3.033825e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -30340490.000000 Penalty: 6118.017090
	Iteration 2Q: 3 clusters Score -3.034049e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 136233 members 
Entering Unmasked Estep 
Score: -30344778.000000 Penalty: 6118.017090
	Iteration 3Q: 3 clusters Score -3.034478e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -30351630.000000 Penalty: 6118.017090
	Iteration 4F: 3 clusters Score -3.035163e+07 nChanged 16077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 163713 members 
Entering Unmasked Estep 
Score: -30362700.000000 Penalty: 6118.017090
	Iteration 5F: 3 clusters Score -3.03627e+07 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -30376980.000000 Penalty: 6118.017090
	Iteration 6F: 3 clusters Score -3.037698e+07 nChanged 16609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -30389362.000000 Penalty: 6118.017090
	Iteration 7F: 3 clusters Score -3.038936e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 210697 members 
Entering Unmasked Estep 
Score: -30398230.000000 Penalty: 6118.017090
	Iteration 8F: 3 clusters Score -3.039823e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 219340 members 
Entering Unmasked Estep 
Score: -30403622.000000 Penalty: 6118.017090
	Iteration 9Q: 3 clusters Score -3.040362e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 224091 members 
Entering Unmasked Estep 
Score: -30406482.000000 Penalty: 6118.017090
	Iteration 10Q: 3 clusters Score -3.040648e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 226150 members 
Entering Unmasked Estep 
Score: -30407694.000000 Penalty: 6118.017090
	Iteration 11Q: 3 clusters Score -3.040769e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 226849 members 
Entering Unmasked Estep 
Score: -30408006.000000 Penalty: 6118.017090
	Iteration 12Q: 3 clusters Score -3.040801e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 227043 members 
Entering Unmasked Estep 
Score: -30408216.000000 Penalty: 6118.017090
	Iteration 13Q: 3 clusters Score -3.040822e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 227127 members 
Entering Unmasked Estep 
Score: -30408322.000000 Penalty: 6118.017090
	Iteration 14Q: 3 clusters Score -3.040832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 227156 members 
Entering Unmasked Estep 
Score: -30408360.000000 Penalty: 6118.017090
	Iteration 15Q: 3 clusters Score -3.040836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227174 members 
Entering Unmasked Estep 
Score: -30408384.000000 Penalty: 6118.017090
	Iteration 16Q: 3 clusters Score -3.040838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 227178 members 
Entering Unmasked Estep 
Score: -30408406.000000 Penalty: 6118.017090
	Iteration 17Q: 3 clusters Score -3.040841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227183 members 
Entering Unmasked Estep 
Score: -30408418.000000 Penalty: 6118.017090
	Iteration 18Q: 3 clusters Score -3.040842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -30408418.000000 Penalty: 6118.017090
	Iteration 19Q: 3 clusters Score -3.040842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -30408434.000000 Penalty: 6118.017090
	Iteration 20F: 3 clusters Score -3.040843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227188 members 
Entering Unmasked Estep 
Score: -30408442.000000 Penalty: 6118.017090
	Iteration 21Q: 3 clusters Score -3.040844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 227189 members 
Entering Unmasked Estep 
Score: -30408438.000000 Penalty: 6118.017090
	Iteration 22Q: 3 clusters Score -3.040844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227194 members 
Entering Unmasked Estep 
Score: -30408438.000000 Penalty: 6118.017090
	Iteration 23Q: 3 clusters Score -3.040844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227194 members 
Entering Unmasked Estep 
Score: -30408472.000000 Penalty: 6118.017090
	Iteration 24Q: 3 clusters Score -3.040847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227194 members 
Entering Unmasked Estep 
Score: -30408480.000000 Penalty: 6118.017090
	Iteration 25Q: 3 clusters Score -3.040848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227195 members 
Entering Unmasked Estep 
Score: -30408470.000000 Penalty: 6118.017090
	Iteration 26Q: 3 clusters Score -3.040847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227195 members 
Entering Unmasked Estep 
Score: -30408470.000000 Penalty: 6118.017090
	Iteration 27F: 3 clusters Score -3.040847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -580434.250000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -580434.2 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 2298 members 
Entering Unmasked Estep 
Score: -576187.750000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -576187.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -577121.062500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -577121.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -577343.687500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -577343.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -577488.000000 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -577488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -577612.437500 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -577612.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -577719.312500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -577719.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -577813.750000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -577813.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -577881.750000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -577881.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -577941.937500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -577941.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -577993.812500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -577993.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -578047.687500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -578047.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -578084.187500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -578084.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -578137.187500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -578137.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -578192.125000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -578192.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -578248.312500 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -578248.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -578299.250000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -578299.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -578331.062500 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -578331.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -578357.250000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -578357.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -578370.000000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -578370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -578386.750000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -578386.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -578403.812500 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -578403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -578412.937500 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -578412.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -578425.750000 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -578425.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -578445.437500 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -578445.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -578467.250000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -578467.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -578482.937500 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -578482.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -578494.062500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -578494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -578505.687500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -578505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -578519.875000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -578519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -578528.437500 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -578528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -578538.562500 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -578538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -578545.437500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -578545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -578549.812500 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -578549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -578553.937500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -578553.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -578559.562500 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -578559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -578565.125000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -578565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -578571.250000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -578571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -578575.750000 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -578575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -578577.312500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -578577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -578579.625000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -578579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -578581.000000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -578581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -578581.437500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -578581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -578583.812500 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -578583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -578586.562500 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -578586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -578591.625000 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -578591.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -578598.687500 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -578598.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -578609.250000 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -578609.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -578618.062500 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -578618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -578624.250000 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -578624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -578629.187500 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -578629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -578633.812500 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -578633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -578635.062500 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -578635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -578636.187500 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -578636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -578637.062500 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -578637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -578639.125000 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -578639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -578640.062500 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -578640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -578643.000000 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -578643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -578647.250000 Penalty: 4183.278320
	Iteration 57Q: 3 clusters Score -578647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -578649.000000 Penalty: 4183.278320
	Iteration 58Q: 3 clusters Score -578649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -578650.250000 Penalty: 4183.278320
	Iteration 59Q: 3 clusters Score -578650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -578651.312500 Penalty: 4183.278320
	Iteration 60F: 3 clusters Score -578651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -578652.312500 Penalty: 4183.278320
	Iteration 61Q: 3 clusters Score -578652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -578652.312500 Penalty: 4183.278320
	Iteration 62F: 3 clusters Score -578652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159755.625000 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159755.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160442.687500 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160442.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160993.890625 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160993.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161349.281250 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161349.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161496.656250 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -161496.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161577.484375 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -161577.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161660.359375 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -161660.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161840.046875 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -161840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162257.593750 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162257.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162374.734375 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -162374.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162404.578125 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -162404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -162411.328125 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -162411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162415.062500 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -162415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -162424.296875 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -162424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162442.515625 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -162442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -162461.703125 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -162461.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162482.328125 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -162482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162499.578125 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -162499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162508.250000 Penalty: 3559.801270
	Iteration 18Q: 3 clusters Score -162508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162513.781250 Penalty: 3559.801270
	Iteration 19Q: 3 clusters Score -162513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162517.703125 Penalty: 3559.801270
	Iteration 20F: 3 clusters Score -162517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162520.859375 Penalty: 3559.801270
	Iteration 21Q: 3 clusters Score -162520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162524.312500 Penalty: 3559.801270
	Iteration 22Q: 3 clusters Score -162524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162524.312500 Penalty: 3559.801270
	Iteration 23F: 3 clusters Score -162524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138415 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126579 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 508 members 
Entering Unmasked Estep 
Score: -181131376.000000 Penalty: 122868.914062
Splitting cluster 9 changes total score from -181132464.000000 to -181131376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -567244.437500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -567244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -562841.875000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -562841.9 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -564196.125000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -564196.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -564771.000000 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -564771 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -565190.000000 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -565190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -565496.062500 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -565496.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -565712.812500 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -565712.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -565904.562500 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -565904.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -566065.687500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -566065.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -566214.812500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -566214.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -566340.000000 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -566340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -566461.312500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -566461.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -566565.125000 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -566565.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -566672.062500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -566672.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -566822.812500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -566822.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -566994.500000 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -566994.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -567124.000000 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -567124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -567231.062500 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -567231.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -567328.562500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -567328.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -567387.250000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -567387.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -567419.875000 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -567419.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -567432.187500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -567432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -567435.000000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -567435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -567438.750000 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -567438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -567439.687500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -567439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -567440.250000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -567440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -567440.187500 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -567440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -567441.125000 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -567441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -567441.125000 Penalty: 4211.359375
	Iteration 27F: 3 clusters Score -567441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138415 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126579 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 2427 members 
Entering Unmasked Estep 
Score: -181130848.000000 Penalty: 122868.914062
Splitting cluster 10 changes total score from -181132464.000000 to -181130848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -628054.750000 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -628054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -623337.375000 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -623337.4 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -624553.625000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -624553.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -624875.625000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -624875.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -625155.625000 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -625155.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -625417.500000 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -625417.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -625650.562500 Penalty: 4250.425781
	Iteration 5F: 3 clusters Score -625650.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -625855.312500 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -625855.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -626049.625000 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -626049.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -626187.500000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -626187.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -626294.187500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -626294.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -626381.687500 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -626381.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -626452.375000 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -626452.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -626495.375000 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -626495.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -626530.937500 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -626530.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -626560.812500 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -626560.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -626580.812500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -626580.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -626596.062500 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -626596.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -626607.375000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -626607.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -626617.500000 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -626617.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -626628.187500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -626628.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -626637.375000 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -626637.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -626640.500000 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -626640.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -626646.500000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -626646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -626655.187500 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -626655.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -626665.875000 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -626665.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -626672.812500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -626672.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -626681.875000 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -626681.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -626689.312500 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -626689.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -626698.625000 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -626698.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -626711.500000 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -626711.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -626725.937500 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -626725.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -626739.750000 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -626739.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -626754.187500 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -626754.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -626771.375000 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -626771.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -626784.937500 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -626784.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -626796.125000 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -626796.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -626810.000000 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -626810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -626828.250000 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -626828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -626840.500000 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -626840.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -626851.250000 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -626851.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -626859.562500 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -626859.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -626869.625000 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -626869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -626878.312500 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -626878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -626885.812500 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -626885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -626890.812500 Penalty: 4250.425781
	Iteration 44Q: 3 clusters Score -626890.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -626898.187500 Penalty: 4250.425781
	Iteration 45Q: 3 clusters Score -626898.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -626909.187500 Penalty: 4250.425781
	Iteration 46Q: 3 clusters Score -626909.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -626915.812500 Penalty: 4250.425781
	Iteration 47Q: 3 clusters Score -626915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -626922.000000 Penalty: 4250.425781
	Iteration 48Q: 3 clusters Score -626922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -626921.875000 Penalty: 4250.425781
	Iteration 49Q: 3 clusters Score -626921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -626926.312500 Penalty: 4250.425781
	Iteration 50Q: 3 clusters Score -626926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -626928.687500 Penalty: 4250.425781
	Iteration 51Q: 3 clusters Score -626928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -626933.187500 Penalty: 4250.425781
	Iteration 52Q: 3 clusters Score -626933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -626939.125000 Penalty: 4250.425781
	Iteration 53Q: 3 clusters Score -626939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -626941.937500 Penalty: 4250.425781
	Iteration 54Q: 3 clusters Score -626941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -626950.437500 Penalty: 4250.425781
	Iteration 55Q: 3 clusters Score -626950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -626955.125000 Penalty: 4250.425781
	Iteration 56Q: 3 clusters Score -626955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -626958.000000 Penalty: 4250.425781
	Iteration 57Q: 3 clusters Score -626958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -626962.375000 Penalty: 4250.425781
	Iteration 58Q: 3 clusters Score -626962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -626966.187500 Penalty: 4250.425781
	Iteration 59Q: 3 clusters Score -626966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -626967.875000 Penalty: 4250.425781
	Iteration 60F: 3 clusters Score -626967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -626967.250000 Penalty: 4250.425781
	Iteration 61Q: 3 clusters Score -626967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -626968.312500 Penalty: 4250.425781
	Iteration 62Q: 3 clusters Score -626968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -626970.750000 Penalty: 4250.425781
	Iteration 63Q: 3 clusters Score -626970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -626970.875000 Penalty: 4250.425781
	Iteration 64Q: 3 clusters Score -626970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -626972.250000 Penalty: 4250.425781
	Iteration 65Q: 3 clusters Score -626972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -626975.250000 Penalty: 4250.425781
	Iteration 66Q: 3 clusters Score -626975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -626974.750000 Penalty: 4250.425781
	Iteration 67Q: 3 clusters Score -626974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -626975.875000 Penalty: 4250.425781
	Iteration 68Q: 3 clusters Score -626975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -626977.625000 Penalty: 4250.425781
	Iteration 69Q: 3 clusters Score -626977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -626977.375000 Penalty: 4250.425781
	Iteration 70Q: 3 clusters Score -626977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -626977.312500 Penalty: 4250.425781
	Iteration 71Q: 3 clusters Score -626977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -626976.875000 Penalty: 4250.425781
	Iteration 72Q: 3 clusters Score -626976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -626976.875000 Penalty: 4250.425781
	Iteration 73F: 3 clusters Score -626976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Entering Unmasked Estep 
Score: -2743245.500000 Penalty: 2468.625000
	Iteration 0F: 2 clusters Score -2743246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2728503.750000 Penalty: 4937.250000
	Iteration 0F: 3 clusters Score -2728504 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2733484.000000 Penalty: 4937.250000
	Iteration 1F: 3 clusters Score -2733484 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2733885.500000 Penalty: 4937.250000
	Iteration 2F: 3 clusters Score -2733886 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2734230.750000 Penalty: 4937.250000
	Iteration 3Q: 3 clusters Score -2734231 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2734562.500000 Penalty: 4937.250000
	Iteration 4Q: 3 clusters Score -2734562 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2734984.500000 Penalty: 4937.250000
	Iteration 5Q: 3 clusters Score -2734984 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2735472.750000 Penalty: 4937.250000
	Iteration 6Q: 3 clusters Score -2735473 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2736150.250000 Penalty: 4937.250000
	Iteration 7F: 3 clusters Score -2736150 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2737072.250000 Penalty: 4937.250000
	Iteration 8F: 3 clusters Score -2737072 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2738113.250000 Penalty: 4937.250000
	Iteration 9F: 3 clusters Score -2738113 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2739129.500000 Penalty: 4937.250000
	Iteration 10F: 3 clusters Score -2739130 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2739918.750000 Penalty: 4937.250000
	Iteration 11F: 3 clusters Score -2739919 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2740531.500000 Penalty: 4937.250000
	Iteration 12Q: 3 clusters Score -2740532 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2740862.250000 Penalty: 4937.250000
	Iteration 13Q: 3 clusters Score -2740862 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2741040.500000 Penalty: 4937.250000
	Iteration 14Q: 3 clusters Score -2741040 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2741142.750000 Penalty: 4937.250000
	Iteration 15Q: 3 clusters Score -2741143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2741207.750000 Penalty: 4937.250000
	Iteration 16Q: 3 clusters Score -2741208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2741249.750000 Penalty: 4937.250000
	Iteration 17Q: 3 clusters Score -2741250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2741274.500000 Penalty: 4937.250000
	Iteration 18Q: 3 clusters Score -2741274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2741311.250000 Penalty: 4937.250000
	Iteration 19Q: 3 clusters Score -2741311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2741312.250000 Penalty: 4937.250000
	Iteration 20F: 3 clusters Score -2741312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2741338.750000 Penalty: 4937.250000
	Iteration 21Q: 3 clusters Score -2741339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2741351.750000 Penalty: 4937.250000
	Iteration 22Q: 3 clusters Score -2741352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2741357.250000 Penalty: 4937.250000
	Iteration 23Q: 3 clusters Score -2741357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2741359.750000 Penalty: 4937.250000
	Iteration 24Q: 3 clusters Score -2741360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2741365.500000 Penalty: 4937.250000
	Iteration 25Q: 3 clusters Score -2741366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2741376.500000 Penalty: 4937.250000
	Iteration 26Q: 3 clusters Score -2741376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2741390.500000 Penalty: 4937.250000
	Iteration 27Q: 3 clusters Score -2741390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2741395.750000 Penalty: 4937.250000
	Iteration 28Q: 3 clusters Score -2741396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2741393.750000 Penalty: 4937.250000
	Iteration 29Q: 3 clusters Score -2741394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2741399.250000 Penalty: 4937.250000
	Iteration 30Q: 3 clusters Score -2741399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2741396.750000 Penalty: 4937.250000
	Iteration 31Q: 3 clusters Score -2741397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2741404.500000 Penalty: 4937.250000
	Iteration 32Q: 3 clusters Score -2741404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2741408.000000 Penalty: 4937.250000
	Iteration 33Q: 3 clusters Score -2741408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2741412.750000 Penalty: 4937.250000
	Iteration 34Q: 3 clusters Score -2741413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2741415.250000 Penalty: 4937.250000
	Iteration 35Q: 3 clusters Score -2741415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2741411.000000 Penalty: 4937.250000
	Iteration 36Q: 3 clusters Score -2741411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2741413.250000 Penalty: 4937.250000
	Iteration 37Q: 3 clusters Score -2741413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2741414.250000 Penalty: 4937.250000
	Iteration 38Q: 3 clusters Score -2741414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2741417.750000 Penalty: 4937.250000
	Iteration 39Q: 3 clusters Score -2741418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2741425.250000 Penalty: 4937.250000
	Iteration 40F: 3 clusters Score -2741425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2741431.000000 Penalty: 4937.250000
	Iteration 41Q: 3 clusters Score -2741431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2741426.750000 Penalty: 4937.250000
	Iteration 42Q: 3 clusters Score -2741427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2741423.500000 Penalty: 4937.250000
	Iteration 43Q: 3 clusters Score -2741424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2741428.750000 Penalty: 4937.250000
	Iteration 44Q: 3 clusters Score -2741429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2741433.250000 Penalty: 4937.250000
	Iteration 45Q: 3 clusters Score -2741433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2741433.250000 Penalty: 4937.250000
	Iteration 46Q: 3 clusters Score -2741433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2741431.500000 Penalty: 4937.250000
	Iteration 47Q: 3 clusters Score -2741432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2741433.250000 Penalty: 4937.250000
	Iteration 48Q: 3 clusters Score -2741433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2741435.000000 Penalty: 4937.250000
	Iteration 49Q: 3 clusters Score -2741435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2741442.750000 Penalty: 4937.250000
	Iteration 50Q: 3 clusters Score -2741443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2741448.000000 Penalty: 4937.250000
	Iteration 51Q: 3 clusters Score -2741448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2741457.000000 Penalty: 4937.250000
	Iteration 52Q: 3 clusters Score -2741457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2741457.500000 Penalty: 4937.250000
	Iteration 53Q: 3 clusters Score -2741458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2741459.750000 Penalty: 4937.250000
	Iteration 54Q: 3 clusters Score -2741460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2741461.250000 Penalty: 4937.250000
	Iteration 55Q: 3 clusters Score -2741461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2741476.000000 Penalty: 4937.250000
	Iteration 56Q: 3 clusters Score -2741476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2741471.750000 Penalty: 4937.250000
	Iteration 57Q: 3 clusters Score -2741472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2741477.000000 Penalty: 4937.250000
	Iteration 58Q: 3 clusters Score -2741477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2741486.750000 Penalty: 4937.250000
	Iteration 59Q: 3 clusters Score -2741487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2741486.750000 Penalty: 4937.250000
	Iteration 60F: 3 clusters Score -2741487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2741479.500000 Penalty: 4937.250000
	Iteration 61Q: 3 clusters Score -2741480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2741484.250000 Penalty: 4937.250000
	Iteration 62Q: 3 clusters Score -2741484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2741483.000000 Penalty: 4937.250000
	Iteration 63Q: 3 clusters Score -2741483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2741489.500000 Penalty: 4937.250000
	Iteration 64Q: 3 clusters Score -2741490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2741487.000000 Penalty: 4937.250000
	Iteration 65Q: 3 clusters Score -2741487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2741495.000000 Penalty: 4937.250000
	Iteration 66Q: 3 clusters Score -2741495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2741496.000000 Penalty: 4937.250000
	Iteration 67Q: 3 clusters Score -2741496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2741494.000000 Penalty: 4937.250000
	Iteration 68Q: 3 clusters Score -2741494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2741496.000000 Penalty: 4937.250000
	Iteration 69Q: 3 clusters Score -2741496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2741497.000000 Penalty: 4937.250000
	Iteration 70Q: 3 clusters Score -2741497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2741495.500000 Penalty: 4937.250000
	Iteration 71Q: 3 clusters Score -2741496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2741495.000000 Penalty: 4937.250000
	Iteration 72Q: 3 clusters Score -2741495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2741495.000000 Penalty: 4937.250000
	Iteration 73Q: 3 clusters Score -2741495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2741495.000000 Penalty: 4937.250000
	Iteration 74Q: 3 clusters Score -2741495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2741495.000000 Penalty: 4937.250000
	Iteration 75F: 3 clusters Score -2741495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Entering Unmasked Estep 
Score: -8973153.000000 Penalty: 2758.911377
	Iteration 0F: 2 clusters Score -8973153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -8927718.000000 Penalty: 5517.822754
	Iteration 0F: 3 clusters Score -8927718 nChanged 31664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8945861.000000 Penalty: 5517.822754
	Iteration 1F: 3 clusters Score -8945861 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -8947019.000000 Penalty: 5517.822754
	Iteration 2Q: 3 clusters Score -8947019 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -8948435.000000 Penalty: 5517.822754
	Iteration 3Q: 3 clusters Score -8948435 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -8950230.000000 Penalty: 5517.822754
	Iteration 4F: 3 clusters Score -8950230 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8952410.000000 Penalty: 5517.822754
	Iteration 5F: 3 clusters Score -8952410 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -8954948.000000 Penalty: 5517.822754
	Iteration 6F: 3 clusters Score -8954948 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -8957926.000000 Penalty: 5517.822754
	Iteration 7F: 3 clusters Score -8957926 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -8961071.000000 Penalty: 5517.822754
	Iteration 8F: 3 clusters Score -8961071 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -8964094.000000 Penalty: 5517.822754
	Iteration 9F: 3 clusters Score -8964094 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8966657.000000 Penalty: 5517.822754
	Iteration 10Q: 3 clusters Score -8966657 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -8968471.000000 Penalty: 5517.822754
	Iteration 11Q: 3 clusters Score -8968471 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -8969590.000000 Penalty: 5517.822754
	Iteration 12Q: 3 clusters Score -8969590 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -8970100.000000 Penalty: 5517.822754
	Iteration 13Q: 3 clusters Score -8970100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8970366.000000 Penalty: 5517.822754
	Iteration 14Q: 3 clusters Score -8970366 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -8970492.000000 Penalty: 5517.822754
	Iteration 15Q: 3 clusters Score -8970492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8970569.000000 Penalty: 5517.822754
	Iteration 16Q: 3 clusters Score -8970569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -8970610.000000 Penalty: 5517.822754
	Iteration 17Q: 3 clusters Score -8970610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -8970619.000000 Penalty: 5517.822754
	Iteration 18Q: 3 clusters Score -8970619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -8970652.000000 Penalty: 5517.822754
	Iteration 19Q: 3 clusters Score -8970652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -8970661.000000 Penalty: 5517.822754
	Iteration 20F: 3 clusters Score -8970661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -8970677.000000 Penalty: 5517.822754
	Iteration 21Q: 3 clusters Score -8970677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -8970673.000000 Penalty: 5517.822754
	Iteration 22Q: 3 clusters Score -8970673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -8970692.000000 Penalty: 5517.822754
	Iteration 23Q: 3 clusters Score -8970692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -8970691.000000 Penalty: 5517.822754
	Iteration 24Q: 3 clusters Score -8970691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -8970700.000000 Penalty: 5517.822754
	Iteration 25Q: 3 clusters Score -8970700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -8970706.000000 Penalty: 5517.822754
	Iteration 26Q: 3 clusters Score -8970706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -8970702.000000 Penalty: 5517.822754
	Iteration 27Q: 3 clusters Score -8970702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -8970710.000000 Penalty: 5517.822754
	Iteration 28Q: 3 clusters Score -8970710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -8970710.000000 Penalty: 5517.822754
	Iteration 29F: 3 clusters Score -8970710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -300364.062500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -300364.1 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 1225 members 
Entering Unmasked Estep 
Score: -297535.375000 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -297535.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -298461.468750 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -298461.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298751.187500 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -298751.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -298921.625000 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -298921.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -299062.968750 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -299063 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -299174.531250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -299174.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -299276.781250 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -299276.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -299354.250000 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -299354.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -299418.218750 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -299418.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -299476.125000 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -299476.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -299528.406250 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -299528.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -299593.281250 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -299593.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -299659.343750 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -299659.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -299696.093750 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -299696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -299714.593750 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -299714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -299732.437500 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -299732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -299754.718750 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -299754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -299761.843750 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -299761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -299767.468750 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -299767.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -299778.375000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -299778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -299785.281250 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -299785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -299786.031250 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -299786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -299786.031250 Penalty: 3880.925049
	Iteration 22F: 3 clusters Score -299786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Entering Unmasked Estep 
Score: -10528612.000000 Penalty: 2797.830078
	Iteration 0F: 2 clusters Score -1.052861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -10475485.000000 Penalty: 5595.660156
	Iteration 0F: 3 clusters Score -1.047548e+07 nChanged 36881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -10496165.000000 Penalty: 5595.660156
	Iteration 1F: 3 clusters Score -1.049616e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -10496780.000000 Penalty: 5595.660156
	Iteration 2Q: 3 clusters Score -1.049678e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -10497351.000000 Penalty: 5595.660156
	Iteration 3Q: 3 clusters Score -1.049735e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -10497906.000000 Penalty: 5595.660156
	Iteration 4Q: 3 clusters Score -1.049791e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -10498293.000000 Penalty: 5595.660156
	Iteration 5Q: 3 clusters Score -1.049829e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -10498879.000000 Penalty: 5595.660156
	Iteration 6Q: 3 clusters Score -1.049888e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -10499539.000000 Penalty: 5595.660156
	Iteration 7Q: 3 clusters Score -1.049954e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -10500359.000000 Penalty: 5595.660156
	Iteration 8Q: 3 clusters Score -1.050036e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -10501535.000000 Penalty: 5595.660156
	Iteration 9Q: 3 clusters Score -1.050154e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -10503303.000000 Penalty: 5595.660156
	Iteration 10Q: 3 clusters Score -1.05033e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -10505585.000000 Penalty: 5595.660156
	Iteration 11Q: 3 clusters Score -1.050558e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -10508377.000000 Penalty: 5595.660156
	Iteration 12F: 3 clusters Score -1.050838e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -10511318.000000 Penalty: 5595.660156
	Iteration 13F: 3 clusters Score -1.051132e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -10513744.000000 Penalty: 5595.660156
	Iteration 14Q: 3 clusters Score -1.051374e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -10515297.000000 Penalty: 5595.660156
	Iteration 15Q: 3 clusters Score -1.05153e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -10516190.000000 Penalty: 5595.660156
	Iteration 16Q: 3 clusters Score -1.051619e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -10516862.000000 Penalty: 5595.660156
	Iteration 17Q: 3 clusters Score -1.051686e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -10517382.000000 Penalty: 5595.660156
	Iteration 18Q: 3 clusters Score -1.051738e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -10517948.000000 Penalty: 5595.660156
	Iteration 19Q: 3 clusters Score -1.051795e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -10518520.000000 Penalty: 5595.660156
	Iteration 20F: 3 clusters Score -1.051852e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -10519283.000000 Penalty: 5595.660156
	Iteration 21Q: 3 clusters Score -1.051928e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -10519957.000000 Penalty: 5595.660156
	Iteration 22Q: 3 clusters Score -1.051996e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -10520655.000000 Penalty: 5595.660156
	Iteration 23Q: 3 clusters Score -1.052066e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -10521381.000000 Penalty: 5595.660156
	Iteration 24Q: 3 clusters Score -1.052138e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -10522134.000000 Penalty: 5595.660156
	Iteration 25Q: 3 clusters Score -1.052213e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -10522828.000000 Penalty: 5595.660156
	Iteration 26Q: 3 clusters Score -1.052283e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -10523367.000000 Penalty: 5595.660156
	Iteration 27Q: 3 clusters Score -1.052337e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -10523841.000000 Penalty: 5595.660156
	Iteration 28Q: 3 clusters Score -1.052384e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10524265.000000 Penalty: 5595.660156
	Iteration 29Q: 3 clusters Score -1.052426e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -10524636.000000 Penalty: 5595.660156
	Iteration 30Q: 3 clusters Score -1.052464e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10524938.000000 Penalty: 5595.660156
	Iteration 31Q: 3 clusters Score -1.052494e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -10525140.000000 Penalty: 5595.660156
	Iteration 32Q: 3 clusters Score -1.052514e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -10525320.000000 Penalty: 5595.660156
	Iteration 33Q: 3 clusters Score -1.052532e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -10525460.000000 Penalty: 5595.660156
	Iteration 34Q: 3 clusters Score -1.052546e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -10525587.000000 Penalty: 5595.660156
	Iteration 35Q: 3 clusters Score -1.052559e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10525689.000000 Penalty: 5595.660156
	Iteration 36Q: 3 clusters Score -1.052569e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -10525760.000000 Penalty: 5595.660156
	Iteration 37Q: 3 clusters Score -1.052576e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -10525826.000000 Penalty: 5595.660156
	Iteration 38Q: 3 clusters Score -1.052583e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -10525917.000000 Penalty: 5595.660156
	Iteration 39Q: 3 clusters Score -1.052592e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -10525950.000000 Penalty: 5595.660156
	Iteration 40F: 3 clusters Score -1.052595e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -10525972.000000 Penalty: 5595.660156
	Iteration 41Q: 3 clusters Score -1.052597e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -10525999.000000 Penalty: 5595.660156
	Iteration 42Q: 3 clusters Score -1.0526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -10526035.000000 Penalty: 5595.660156
	Iteration 43Q: 3 clusters Score -1.052604e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -10526048.000000 Penalty: 5595.660156
	Iteration 44Q: 3 clusters Score -1.052605e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -10526059.000000 Penalty: 5595.660156
	Iteration 45Q: 3 clusters Score -1.052606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -10526059.000000 Penalty: 5595.660156
	Iteration 46Q: 3 clusters Score -1.052606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -10526066.000000 Penalty: 5595.660156
	Iteration 47Q: 3 clusters Score -1.052607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -10526078.000000 Penalty: 5595.660156
	Iteration 48Q: 3 clusters Score -1.052608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -10526075.000000 Penalty: 5595.660156
	Iteration 49Q: 3 clusters Score -1.052608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -10526105.000000 Penalty: 5595.660156
	Iteration 50Q: 3 clusters Score -1.05261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10526115.000000 Penalty: 5595.660156
	Iteration 51Q: 3 clusters Score -1.052612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -10526106.000000 Penalty: 5595.660156
	Iteration 52Q: 3 clusters Score -1.052611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -10526118.000000 Penalty: 5595.660156
	Iteration 53Q: 3 clusters Score -1.052612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10526134.000000 Penalty: 5595.660156
	Iteration 54Q: 3 clusters Score -1.052613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10526137.000000 Penalty: 5595.660156
	Iteration 55Q: 3 clusters Score -1.052614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -10526144.000000 Penalty: 5595.660156
	Iteration 56Q: 3 clusters Score -1.052614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10526153.000000 Penalty: 5595.660156
	Iteration 57Q: 3 clusters Score -1.052615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -10526153.000000 Penalty: 5595.660156
	Iteration 58Q: 3 clusters Score -1.052615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -10526158.000000 Penalty: 5595.660156
	Iteration 59Q: 3 clusters Score -1.052616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10526147.000000 Penalty: 5595.660156
	Iteration 60F: 3 clusters Score -1.052615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -10526157.000000 Penalty: 5595.660156
	Iteration 61Q: 3 clusters Score -1.052616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10526159.000000 Penalty: 5595.660156
	Iteration 62Q: 3 clusters Score -1.052616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -10526161.000000 Penalty: 5595.660156
	Iteration 63Q: 3 clusters Score -1.052616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -10526165.000000 Penalty: 5595.660156
	Iteration 64Q: 3 clusters Score -1.052616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -10526159.000000 Penalty: 5595.660156
	Iteration 65Q: 3 clusters Score -1.052616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -10526171.000000 Penalty: 5595.660156
	Iteration 66Q: 3 clusters Score -1.052617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10526171.000000 Penalty: 5595.660156
	Iteration 67Q: 3 clusters Score -1.052617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10526161.000000 Penalty: 5595.660156
	Iteration 68Q: 3 clusters Score -1.052616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -10526172.000000 Penalty: 5595.660156
	Iteration 69Q: 3 clusters Score -1.052617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10526173.000000 Penalty: 5595.660156
	Iteration 70Q: 3 clusters Score -1.052617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -10526171.000000 Penalty: 5595.660156
	Iteration 71Q: 3 clusters Score -1.052617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -10526173.000000 Penalty: 5595.660156
	Iteration 72Q: 3 clusters Score -1.052617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -10526174.000000 Penalty: 5595.660156
	Iteration 73Q: 3 clusters Score -1.052617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -10526174.000000 Penalty: 5595.660156
	Iteration 74F: 3 clusters Score -1.052617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (138415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138415 members 
Entering Unmasked Estep 
Score: -18516360.000000 Penalty: 2935.826904
	Iteration 0F: 2 clusters Score -1.851636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -18425838.000000 Penalty: 5871.653809
	Iteration 0F: 3 clusters Score -1.842584e+07 nChanged 65984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -18463820.000000 Penalty: 5871.653809
	Iteration 1F: 3 clusters Score -1.846382e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -18464788.000000 Penalty: 5871.653809
	Iteration 2Q: 3 clusters Score -1.846479e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -18465632.000000 Penalty: 5871.653809
	Iteration 3Q: 3 clusters Score -1.846563e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -18466598.000000 Penalty: 5871.653809
	Iteration 4Q: 3 clusters Score -1.84666e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -18467510.000000 Penalty: 5871.653809
	Iteration 5Q: 3 clusters Score -1.846751e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -18468536.000000 Penalty: 5871.653809
	Iteration 6Q: 3 clusters Score -1.846854e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -18469912.000000 Penalty: 5871.653809
	Iteration 7Q: 3 clusters Score -1.846991e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -18471438.000000 Penalty: 5871.653809
	Iteration 8Q: 3 clusters Score -1.847144e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -18473466.000000 Penalty: 5871.653809
	Iteration 9Q: 3 clusters Score -1.847347e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -18476388.000000 Penalty: 5871.653809
	Iteration 10Q: 3 clusters Score -1.847639e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -18480630.000000 Penalty: 5871.653809
	Iteration 11Q: 3 clusters Score -1.848063e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -18485736.000000 Penalty: 5871.653809
	Iteration 12F: 3 clusters Score -1.848574e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -18490414.000000 Penalty: 5871.653809
	Iteration 13F: 3 clusters Score -1.849041e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -18492924.000000 Penalty: 5871.653809
	Iteration 14Q: 3 clusters Score -1.849292e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -18493956.000000 Penalty: 5871.653809
	Iteration 15Q: 3 clusters Score -1.849396e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -18494742.000000 Penalty: 5871.653809
	Iteration 16Q: 3 clusters Score -1.849474e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -18495432.000000 Penalty: 5871.653809
	Iteration 17Q: 3 clusters Score -1.849543e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -18496108.000000 Penalty: 5871.653809
	Iteration 18Q: 3 clusters Score -1.849611e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -18496928.000000 Penalty: 5871.653809
	Iteration 19Q: 3 clusters Score -1.849693e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -18497832.000000 Penalty: 5871.653809
	Iteration 20F: 3 clusters Score -1.849783e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -18498556.000000 Penalty: 5871.653809
	Iteration 21Q: 3 clusters Score -1.849856e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -18499470.000000 Penalty: 5871.653809
	Iteration 22Q: 3 clusters Score -1.849947e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -18500520.000000 Penalty: 5871.653809
	Iteration 23Q: 3 clusters Score -1.850052e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -18501544.000000 Penalty: 5871.653809
	Iteration 24Q: 3 clusters Score -1.850154e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -18502740.000000 Penalty: 5871.653809
	Iteration 25Q: 3 clusters Score -1.850274e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -18504156.000000 Penalty: 5871.653809
	Iteration 26Q: 3 clusters Score -1.850416e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -18505486.000000 Penalty: 5871.653809
	Iteration 27Q: 3 clusters Score -1.850549e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -18506996.000000 Penalty: 5871.653809
	Iteration 28Q: 3 clusters Score -1.8507e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -18508450.000000 Penalty: 5871.653809
	Iteration 29Q: 3 clusters Score -1.850845e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -18509512.000000 Penalty: 5871.653809
	Iteration 30Q: 3 clusters Score -1.850951e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -18510200.000000 Penalty: 5871.653809
	Iteration 31Q: 3 clusters Score -1.85102e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -18510790.000000 Penalty: 5871.653809
	Iteration 32Q: 3 clusters Score -1.851079e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -18511012.000000 Penalty: 5871.653809
	Iteration 33Q: 3 clusters Score -1.851101e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -18511300.000000 Penalty: 5871.653809
	Iteration 34Q: 3 clusters Score -1.85113e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -18511478.000000 Penalty: 5871.653809
	Iteration 35Q: 3 clusters Score -1.851148e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -18511564.000000 Penalty: 5871.653809
	Iteration 36Q: 3 clusters Score -1.851156e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -18511644.000000 Penalty: 5871.653809
	Iteration 37Q: 3 clusters Score -1.851164e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -18511642.000000 Penalty: 5871.653809
	Iteration 38Q: 3 clusters Score -1.851164e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -18511756.000000 Penalty: 5871.653809
	Iteration 39Q: 3 clusters Score -1.851176e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -18512068.000000 Penalty: 5871.653809
	Iteration 40F: 3 clusters Score -1.851207e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -18512088.000000 Penalty: 5871.653809
	Iteration 41Q: 3 clusters Score -1.851209e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -18512142.000000 Penalty: 5871.653809
	Iteration 42Q: 3 clusters Score -1.851214e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -18512294.000000 Penalty: 5871.653809
	Iteration 43Q: 3 clusters Score -1.851229e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -18512308.000000 Penalty: 5871.653809
	Iteration 44Q: 3 clusters Score -1.851231e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -18512432.000000 Penalty: 5871.653809
	Iteration 45Q: 3 clusters Score -1.851243e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -18512550.000000 Penalty: 5871.653809
	Iteration 46Q: 3 clusters Score -1.851255e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -18512592.000000 Penalty: 5871.653809
	Iteration 47Q: 3 clusters Score -1.851259e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -18512602.000000 Penalty: 5871.653809
	Iteration 48Q: 3 clusters Score -1.85126e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -18512708.000000 Penalty: 5871.653809
	Iteration 49Q: 3 clusters Score -1.851271e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -18512736.000000 Penalty: 5871.653809
	Iteration 50Q: 3 clusters Score -1.851274e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -18512776.000000 Penalty: 5871.653809
	Iteration 51Q: 3 clusters Score -1.851278e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -18512830.000000 Penalty: 5871.653809
	Iteration 52Q: 3 clusters Score -1.851283e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -18512830.000000 Penalty: 5871.653809
	Iteration 53Q: 3 clusters Score -1.851283e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -18512866.000000 Penalty: 5871.653809
	Iteration 54Q: 3 clusters Score -1.851287e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -18512894.000000 Penalty: 5871.653809
	Iteration 55Q: 3 clusters Score -1.851289e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -18512948.000000 Penalty: 5871.653809
	Iteration 56Q: 3 clusters Score -1.851295e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -18512988.000000 Penalty: 5871.653809
	Iteration 57Q: 3 clusters Score -1.851299e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -18513054.000000 Penalty: 5871.653809
	Iteration 58Q: 3 clusters Score -1.851305e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -18513056.000000 Penalty: 5871.653809
	Iteration 59Q: 3 clusters Score -1.851306e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -18513088.000000 Penalty: 5871.653809
	Iteration 60F: 3 clusters Score -1.851309e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -18513098.000000 Penalty: 5871.653809
	Iteration 61Q: 3 clusters Score -1.85131e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -18513114.000000 Penalty: 5871.653809
	Iteration 62Q: 3 clusters Score -1.851311e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -18513178.000000 Penalty: 5871.653809
	Iteration 63Q: 3 clusters Score -1.851318e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -18513234.000000 Penalty: 5871.653809
	Iteration 64Q: 3 clusters Score -1.851323e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -18513308.000000 Penalty: 5871.653809
	Iteration 65Q: 3 clusters Score -1.851331e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -18513324.000000 Penalty: 5871.653809
	Iteration 66Q: 3 clusters Score -1.851332e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -18513334.000000 Penalty: 5871.653809
	Iteration 67Q: 3 clusters Score -1.851333e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -18513312.000000 Penalty: 5871.653809
	Iteration 68Q: 3 clusters Score -1.851331e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -18513344.000000 Penalty: 5871.653809
	Iteration 69Q: 3 clusters Score -1.851334e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -18513374.000000 Penalty: 5871.653809
	Iteration 70Q: 3 clusters Score -1.851337e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -18513424.000000 Penalty: 5871.653809
	Iteration 71Q: 3 clusters Score -1.851342e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103382 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -18513458.000000 Penalty: 5871.653809
	Iteration 72Q: 3 clusters Score -1.851346e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -18513510.000000 Penalty: 5871.653809
	Iteration 73Q: 3 clusters Score -1.851351e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -18513536.000000 Penalty: 5871.653809
	Iteration 74Q: 3 clusters Score -1.851354e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -18513580.000000 Penalty: 5871.653809
	Iteration 75Q: 3 clusters Score -1.851358e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -18513586.000000 Penalty: 5871.653809
	Iteration 76Q: 3 clusters Score -1.851359e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -18513552.000000 Penalty: 5871.653809
	Iteration 77Q: 3 clusters Score -1.851355e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -18513580.000000 Penalty: 5871.653809
	Iteration 78Q: 3 clusters Score -1.851358e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -18513654.000000 Penalty: 5871.653809
	Iteration 79Q: 3 clusters Score -1.851365e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -18513644.000000 Penalty: 5871.653809
	Iteration 80F: 3 clusters Score -1.851364e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -18513694.000000 Penalty: 5871.653809
	Iteration 81Q: 3 clusters Score -1.851369e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -18513684.000000 Penalty: 5871.653809
	Iteration 82Q: 3 clusters Score -1.851368e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -18513732.000000 Penalty: 5871.653809
	Iteration 83Q: 3 clusters Score -1.851373e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -18513742.000000 Penalty: 5871.653809
	Iteration 84Q: 3 clusters Score -1.851374e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -18513794.000000 Penalty: 5871.653809
	Iteration 85Q: 3 clusters Score -1.851379e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -18513772.000000 Penalty: 5871.653809
	Iteration 86Q: 3 clusters Score -1.851377e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -18513774.000000 Penalty: 5871.653809
	Iteration 87Q: 3 clusters Score -1.851377e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -18513834.000000 Penalty: 5871.653809
	Iteration 88Q: 3 clusters Score -1.851383e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -18513882.000000 Penalty: 5871.653809
	Iteration 89Q: 3 clusters Score -1.851388e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -18513816.000000 Penalty: 5871.653809
	Iteration 90Q: 3 clusters Score -1.851382e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -18513856.000000 Penalty: 5871.653809
	Iteration 91Q: 3 clusters Score -1.851386e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -18513870.000000 Penalty: 5871.653809
	Iteration 92Q: 3 clusters Score -1.851387e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -18513878.000000 Penalty: 5871.653809
	Iteration 93Q: 3 clusters Score -1.851388e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -18513880.000000 Penalty: 5871.653809
	Iteration 94Q: 3 clusters Score -1.851388e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -18513908.000000 Penalty: 5871.653809
	Iteration 95Q: 3 clusters Score -1.851391e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -18513934.000000 Penalty: 5871.653809
	Iteration 96Q: 3 clusters Score -1.851393e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -18513900.000000 Penalty: 5871.653809
	Iteration 97Q: 3 clusters Score -1.85139e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -18513906.000000 Penalty: 5871.653809
	Iteration 98Q: 3 clusters Score -1.851391e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -18513916.000000 Penalty: 5871.653809
	Iteration 99Q: 3 clusters Score -1.851392e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -18513940.000000 Penalty: 5871.653809
	Iteration 100F: 3 clusters Score -1.851394e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -18514004.000000 Penalty: 5871.653809
	Iteration 101Q: 3 clusters Score -1.8514e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -18514056.000000 Penalty: 5871.653809
	Iteration 102Q: 3 clusters Score -1.851406e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -18514066.000000 Penalty: 5871.653809
	Iteration 103Q: 3 clusters Score -1.851407e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -18514078.000000 Penalty: 5871.653809
	Iteration 104Q: 3 clusters Score -1.851408e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -18514102.000000 Penalty: 5871.653809
	Iteration 105Q: 3 clusters Score -1.85141e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -18514082.000000 Penalty: 5871.653809
	Iteration 106Q: 3 clusters Score -1.851408e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112287 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -18514100.000000 Penalty: 5871.653809
	Iteration 107Q: 3 clusters Score -1.85141e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -18514104.000000 Penalty: 5871.653809
	Iteration 108Q: 3 clusters Score -1.85141e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -18514058.000000 Penalty: 5871.653809
	Iteration 109Q: 3 clusters Score -1.851406e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -18514062.000000 Penalty: 5871.653809
	Iteration 110Q: 3 clusters Score -1.851406e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -18514070.000000 Penalty: 5871.653809
	Iteration 111Q: 3 clusters Score -1.851407e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -18514068.000000 Penalty: 5871.653809
	Iteration 112Q: 3 clusters Score -1.851407e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -18514102.000000 Penalty: 5871.653809
	Iteration 113Q: 3 clusters Score -1.85141e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -18514132.000000 Penalty: 5871.653809
	Iteration 114Q: 3 clusters Score -1.851413e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -18514096.000000 Penalty: 5871.653809
	Iteration 115Q: 3 clusters Score -1.85141e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -18514122.000000 Penalty: 5871.653809
	Iteration 116Q: 3 clusters Score -1.851412e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -18514106.000000 Penalty: 5871.653809
	Iteration 117Q: 3 clusters Score -1.851411e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -18514120.000000 Penalty: 5871.653809
	Iteration 118Q: 3 clusters Score -1.851412e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -18514096.000000 Penalty: 5871.653809
	Iteration 119Q: 3 clusters Score -1.85141e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -18514118.000000 Penalty: 5871.653809
	Iteration 120F: 3 clusters Score -1.851412e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -18514150.000000 Penalty: 5871.653809
	Iteration 121Q: 3 clusters Score -1.851415e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -18514144.000000 Penalty: 5871.653809
	Iteration 122Q: 3 clusters Score -1.851414e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -18514156.000000 Penalty: 5871.653809
	Iteration 123Q: 3 clusters Score -1.851416e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -18514208.000000 Penalty: 5871.653809
	Iteration 124Q: 3 clusters Score -1.851421e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -18514208.000000 Penalty: 5871.653809
	Iteration 125Q: 3 clusters Score -1.851421e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -18514266.000000 Penalty: 5871.653809
	Iteration 126Q: 3 clusters Score -1.851427e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -18514270.000000 Penalty: 5871.653809
	Iteration 127Q: 3 clusters Score -1.851427e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -18514320.000000 Penalty: 5871.653809
	Iteration 128Q: 3 clusters Score -1.851432e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -18514336.000000 Penalty: 5871.653809
	Iteration 129Q: 3 clusters Score -1.851434e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -18514314.000000 Penalty: 5871.653809
	Iteration 130Q: 3 clusters Score -1.851431e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -18514372.000000 Penalty: 5871.653809
	Iteration 131Q: 3 clusters Score -1.851437e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -18514346.000000 Penalty: 5871.653809
	Iteration 132Q: 3 clusters Score -1.851435e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -18514386.000000 Penalty: 5871.653809
	Iteration 133Q: 3 clusters Score -1.851439e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -18514414.000000 Penalty: 5871.653809
	Iteration 134Q: 3 clusters Score -1.851441e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -18514458.000000 Penalty: 5871.653809
	Iteration 135Q: 3 clusters Score -1.851446e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117344 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -18514502.000000 Penalty: 5871.653809
	Iteration 136Q: 3 clusters Score -1.85145e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -18514536.000000 Penalty: 5871.653809
	Iteration 137Q: 3 clusters Score -1.851454e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -18514568.000000 Penalty: 5871.653809
	Iteration 138Q: 3 clusters Score -1.851457e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -18514604.000000 Penalty: 5871.653809
	Iteration 139Q: 3 clusters Score -1.85146e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -18514586.000000 Penalty: 5871.653809
	Iteration 140F: 3 clusters Score -1.851459e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -18514624.000000 Penalty: 5871.653809
	Iteration 141Q: 3 clusters Score -1.851462e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -18514656.000000 Penalty: 5871.653809
	Iteration 142Q: 3 clusters Score -1.851466e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118669 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -18514644.000000 Penalty: 5871.653809
	Iteration 143Q: 3 clusters Score -1.851464e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -18514666.000000 Penalty: 5871.653809
	Iteration 144Q: 3 clusters Score -1.851467e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -18514676.000000 Penalty: 5871.653809
	Iteration 145Q: 3 clusters Score -1.851468e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -18514734.000000 Penalty: 5871.653809
	Iteration 146Q: 3 clusters Score -1.851473e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -18514752.000000 Penalty: 5871.653809
	Iteration 147Q: 3 clusters Score -1.851475e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -18514766.000000 Penalty: 5871.653809
	Iteration 148Q: 3 clusters Score -1.851477e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -18514774.000000 Penalty: 5871.653809
	Iteration 149Q: 3 clusters Score -1.851477e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -18514768.000000 Penalty: 5871.653809
	Iteration 150Q: 3 clusters Score -1.851477e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -18514762.000000 Penalty: 5871.653809
	Iteration 151Q: 3 clusters Score -1.851476e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -18514756.000000 Penalty: 5871.653809
	Iteration 152Q: 3 clusters Score -1.851476e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -18514774.000000 Penalty: 5871.653809
	Iteration 153Q: 3 clusters Score -1.851477e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -18514766.000000 Penalty: 5871.653809
	Iteration 154Q: 3 clusters Score -1.851477e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -18514804.000000 Penalty: 5871.653809
	Iteration 155Q: 3 clusters Score -1.85148e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -18514866.000000 Penalty: 5871.653809
	Iteration 156Q: 3 clusters Score -1.851487e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120889 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -18514846.000000 Penalty: 5871.653809
	Iteration 157Q: 3 clusters Score -1.851485e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -18514848.000000 Penalty: 5871.653809
	Iteration 158Q: 3 clusters Score -1.851485e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -18514832.000000 Penalty: 5871.653809
	Iteration 159Q: 3 clusters Score -1.851483e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -18514822.000000 Penalty: 5871.653809
	Iteration 160F: 3 clusters Score -1.851482e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -18514822.000000 Penalty: 5871.653809
	Iteration 161Q: 3 clusters Score -1.851482e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -18514850.000000 Penalty: 5871.653809
	Iteration 162Q: 3 clusters Score -1.851485e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121966 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -18514854.000000 Penalty: 5871.653809
	Iteration 163Q: 3 clusters Score -1.851485e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -18514880.000000 Penalty: 5871.653809
	Iteration 164Q: 3 clusters Score -1.851488e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -18514924.000000 Penalty: 5871.653809
	Iteration 165Q: 3 clusters Score -1.851492e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122592 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -18514874.000000 Penalty: 5871.653809
	Iteration 166Q: 3 clusters Score -1.851487e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122793 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -18514890.000000 Penalty: 5871.653809
	Iteration 167Q: 3 clusters Score -1.851489e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -18514876.000000 Penalty: 5871.653809
	Iteration 168Q: 3 clusters Score -1.851488e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -18514912.000000 Penalty: 5871.653809
	Iteration 169Q: 3 clusters Score -1.851491e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123367 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -18514912.000000 Penalty: 5871.653809
	Iteration 170Q: 3 clusters Score -1.851491e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -18514878.000000 Penalty: 5871.653809
	Iteration 171Q: 3 clusters Score -1.851488e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123730 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -18514890.000000 Penalty: 5871.653809
	Iteration 172Q: 3 clusters Score -1.851489e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -18514882.000000 Penalty: 5871.653809
	Iteration 173Q: 3 clusters Score -1.851488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124099 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -18514884.000000 Penalty: 5871.653809
	Iteration 174Q: 3 clusters Score -1.851488e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -18514872.000000 Penalty: 5871.653809
	Iteration 175Q: 3 clusters Score -1.851487e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -18514904.000000 Penalty: 5871.653809
	Iteration 176Q: 3 clusters Score -1.85149e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124644 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -18514884.000000 Penalty: 5871.653809
	Iteration 177Q: 3 clusters Score -1.851488e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124819 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -18514886.000000 Penalty: 5871.653809
	Iteration 178Q: 3 clusters Score -1.851489e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -18514918.000000 Penalty: 5871.653809
	Iteration 179Q: 3 clusters Score -1.851492e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -18514868.000000 Penalty: 5871.653809
	Iteration 180F: 3 clusters Score -1.851487e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -18514884.000000 Penalty: 5871.653809
	Iteration 181Q: 3 clusters Score -1.851488e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -18514920.000000 Penalty: 5871.653809
	Iteration 182Q: 3 clusters Score -1.851492e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -18514958.000000 Penalty: 5871.653809
	Iteration 183Q: 3 clusters Score -1.851496e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -18514950.000000 Penalty: 5871.653809
	Iteration 184Q: 3 clusters Score -1.851495e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125794 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -18514908.000000 Penalty: 5871.653809
	Iteration 185Q: 3 clusters Score -1.851491e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125920 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -18514928.000000 Penalty: 5871.653809
	Iteration 186Q: 3 clusters Score -1.851493e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -18514924.000000 Penalty: 5871.653809
	Iteration 187Q: 3 clusters Score -1.851492e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126157 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -18514954.000000 Penalty: 5871.653809
	Iteration 188Q: 3 clusters Score -1.851495e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -18514956.000000 Penalty: 5871.653809
	Iteration 189Q: 3 clusters Score -1.851496e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -18514938.000000 Penalty: 5871.653809
	Iteration 190Q: 3 clusters Score -1.851494e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -18514988.000000 Penalty: 5871.653809
	Iteration 191Q: 3 clusters Score -1.851499e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -18514992.000000 Penalty: 5871.653809
	Iteration 192Q: 3 clusters Score -1.851499e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -18515002.000000 Penalty: 5871.653809
	Iteration 193Q: 3 clusters Score -1.8515e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -18515040.000000 Penalty: 5871.653809
	Iteration 194Q: 3 clusters Score -1.851504e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127222 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -18515026.000000 Penalty: 5871.653809
	Iteration 195Q: 3 clusters Score -1.851503e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -18515074.000000 Penalty: 5871.653809
	Iteration 196Q: 3 clusters Score -1.851507e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -18515092.000000 Penalty: 5871.653809
	Iteration 197Q: 3 clusters Score -1.851509e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -18515070.000000 Penalty: 5871.653809
	Iteration 198Q: 3 clusters Score -1.851507e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -18515078.000000 Penalty: 5871.653809
	Iteration 199Q: 3 clusters Score -1.851508e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127928 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -18515062.000000 Penalty: 5871.653809
	Iteration 200F: 3 clusters Score -1.851506e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -18515054.000000 Penalty: 5871.653809
	Iteration 201Q: 3 clusters Score -1.851505e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -18515108.000000 Penalty: 5871.653809
	Iteration 202Q: 3 clusters Score -1.851511e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -18515140.000000 Penalty: 5871.653809
	Iteration 203Q: 3 clusters Score -1.851514e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -18515128.000000 Penalty: 5871.653809
	Iteration 204Q: 3 clusters Score -1.851513e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128611 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -18515142.000000 Penalty: 5871.653809
	Iteration 205Q: 3 clusters Score -1.851514e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -18515180.000000 Penalty: 5871.653809
	Iteration 206Q: 3 clusters Score -1.851518e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128878 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -18515150.000000 Penalty: 5871.653809
	Iteration 207Q: 3 clusters Score -1.851515e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -18515196.000000 Penalty: 5871.653809
	Iteration 208Q: 3 clusters Score -1.85152e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129108 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -18515228.000000 Penalty: 5871.653809
	Iteration 209Q: 3 clusters Score -1.851523e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -18515280.000000 Penalty: 5871.653809
	Iteration 210Q: 3 clusters Score -1.851528e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129293 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -18515260.000000 Penalty: 5871.653809
	Iteration 211Q: 3 clusters Score -1.851526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -18515248.000000 Penalty: 5871.653809
	Iteration 212Q: 3 clusters Score -1.851525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -18515240.000000 Penalty: 5871.653809
	Iteration 213Q: 3 clusters Score -1.851524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -18515290.000000 Penalty: 5871.653809
	Iteration 214Q: 3 clusters Score -1.851529e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129636 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -18515284.000000 Penalty: 5871.653809
	Iteration 215Q: 3 clusters Score -1.851528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 216Q: 3 clusters Score -1.85153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -18515334.000000 Penalty: 5871.653809
	Iteration 217Q: 3 clusters Score -1.851533e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -18515352.000000 Penalty: 5871.653809
	Iteration 218Q: 3 clusters Score -1.851535e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -18515342.000000 Penalty: 5871.653809
	Iteration 219Q: 3 clusters Score -1.851534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129925 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -18515326.000000 Penalty: 5871.653809
	Iteration 220F: 3 clusters Score -1.851533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129987 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 221Q: 3 clusters Score -1.85153e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -18515284.000000 Penalty: 5871.653809
	Iteration 222Q: 3 clusters Score -1.851528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -18515288.000000 Penalty: 5871.653809
	Iteration 223Q: 3 clusters Score -1.851529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -18515280.000000 Penalty: 5871.653809
	Iteration 224Q: 3 clusters Score -1.851528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -18515276.000000 Penalty: 5871.653809
	Iteration 225Q: 3 clusters Score -1.851528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130247 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -18515266.000000 Penalty: 5871.653809
	Iteration 226Q: 3 clusters Score -1.851527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -18515268.000000 Penalty: 5871.653809
	Iteration 227Q: 3 clusters Score -1.851527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130323 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -18515276.000000 Penalty: 5871.653809
	Iteration 228Q: 3 clusters Score -1.851528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -18515268.000000 Penalty: 5871.653809
	Iteration 229Q: 3 clusters Score -1.851527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -18515278.000000 Penalty: 5871.653809
	Iteration 230Q: 3 clusters Score -1.851528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -18515282.000000 Penalty: 5871.653809
	Iteration 231Q: 3 clusters Score -1.851528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 232Q: 3 clusters Score -1.85153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -18515290.000000 Penalty: 5871.653809
	Iteration 233Q: 3 clusters Score -1.851529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130548 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -18515314.000000 Penalty: 5871.653809
	Iteration 234Q: 3 clusters Score -1.851531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -18515308.000000 Penalty: 5871.653809
	Iteration 235Q: 3 clusters Score -1.851531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -18515306.000000 Penalty: 5871.653809
	Iteration 236Q: 3 clusters Score -1.851531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -18515294.000000 Penalty: 5871.653809
	Iteration 237Q: 3 clusters Score -1.851529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130660 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 238Q: 3 clusters Score -1.85153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130684 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 239Q: 3 clusters Score -1.85153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130699 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -18515306.000000 Penalty: 5871.653809
	Iteration 240F: 3 clusters Score -1.851531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 241Q: 3 clusters Score -1.85153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -18515284.000000 Penalty: 5871.653809
	Iteration 242Q: 3 clusters Score -1.851528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -18515280.000000 Penalty: 5871.653809
	Iteration 243Q: 3 clusters Score -1.851528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 244Q: 3 clusters Score -1.85153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130781 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 245Q: 3 clusters Score -1.85153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130786 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -18515310.000000 Penalty: 5871.653809
	Iteration 246Q: 3 clusters Score -1.851531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -18515304.000000 Penalty: 5871.653809
	Iteration 247Q: 3 clusters Score -1.85153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 248Q: 3 clusters Score -1.85153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -18515292.000000 Penalty: 5871.653809
	Iteration 249Q: 3 clusters Score -1.851529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -18515294.000000 Penalty: 5871.653809
	Iteration 250Q: 3 clusters Score -1.851529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130819 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -18515308.000000 Penalty: 5871.653809
	Iteration 251Q: 3 clusters Score -1.851531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -18515308.000000 Penalty: 5871.653809
	Iteration 252Q: 3 clusters Score -1.851531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130832 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -18515322.000000 Penalty: 5871.653809
	Iteration 253Q: 3 clusters Score -1.851532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130835 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -18515306.000000 Penalty: 5871.653809
	Iteration 254Q: 3 clusters Score -1.851531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 255Q: 3 clusters Score -1.85153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130844 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -18515314.000000 Penalty: 5871.653809
	Iteration 256Q: 3 clusters Score -1.851531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -18515298.000000 Penalty: 5871.653809
	Iteration 257Q: 3 clusters Score -1.85153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -18515294.000000 Penalty: 5871.653809
	Iteration 258Q: 3 clusters Score -1.851529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -18515298.000000 Penalty: 5871.653809
	Iteration 259Q: 3 clusters Score -1.85153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -18515284.000000 Penalty: 5871.653809
	Iteration 260F: 3 clusters Score -1.851528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 5871.653809
	Iteration 261Q: 3 clusters Score -1.85153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -18515308.000000 Penalty: 5871.653809
	Iteration 262Q: 3 clusters Score -1.851531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -18515316.000000 Penalty: 5871.653809
	Iteration 263Q: 3 clusters Score -1.851532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130903 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -18515318.000000 Penalty: 5871.653809
	Iteration 264Q: 3 clusters Score -1.851532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -18515308.000000 Penalty: 5871.653809
	Iteration 265Q: 3 clusters Score -1.851531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -18515306.000000 Penalty: 5871.653809
	Iteration 266Q: 3 clusters Score -1.851531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -18515278.000000 Penalty: 5871.653809
	Iteration 267Q: 3 clusters Score -1.851528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -18515286.000000 Penalty: 5871.653809
	Iteration 268Q: 3 clusters Score -1.851529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -18515290.000000 Penalty: 5871.653809
	Iteration 269Q: 3 clusters Score -1.851529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -18515304.000000 Penalty: 5871.653809
	Iteration 270Q: 3 clusters Score -1.85153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 271Q: 3 clusters Score -1.85153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -18515298.000000 Penalty: 5871.653809
	Iteration 272Q: 3 clusters Score -1.85153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130983 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -18515298.000000 Penalty: 5871.653809
	Iteration 273Q: 3 clusters Score -1.85153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -18515292.000000 Penalty: 5871.653809
	Iteration 274Q: 3 clusters Score -1.851529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -18515300.000000 Penalty: 5871.653809
	Iteration 275Q: 3 clusters Score -1.85153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -18515304.000000 Penalty: 5871.653809
	Iteration 276Q: 3 clusters Score -1.85153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -18515304.000000 Penalty: 5871.653809
	Iteration 277F: 3 clusters Score -1.85153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Entering Unmasked Estep 
Score: -9202187.000000 Penalty: 2764.175293
	Iteration 0F: 2 clusters Score -9202187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -9155585.000000 Penalty: 5528.350586
	Iteration 0F: 3 clusters Score -9155585 nChanged 32495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -9174124.000000 Penalty: 5528.350586
	Iteration 1F: 3 clusters Score -9174124 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -9175117.000000 Penalty: 5528.350586
	Iteration 2Q: 3 clusters Score -9175117 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -9176644.000000 Penalty: 5528.350586
	Iteration 3Q: 3 clusters Score -9176644 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -9178934.000000 Penalty: 5528.350586
	Iteration 4F: 3 clusters Score -9178934 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -9182893.000000 Penalty: 5528.350586
	Iteration 5F: 3 clusters Score -9182893 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -9188447.000000 Penalty: 5528.350586
	Iteration 6F: 3 clusters Score -9188447 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9194299.000000 Penalty: 5528.350586
	Iteration 7F: 3 clusters Score -9194299 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9197863.000000 Penalty: 5528.350586
	Iteration 8Q: 3 clusters Score -9197863 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9199195.000000 Penalty: 5528.350586
	Iteration 9Q: 3 clusters Score -9199195 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9199690.000000 Penalty: 5528.350586
	Iteration 10Q: 3 clusters Score -9199690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9199905.000000 Penalty: 5528.350586
	Iteration 11Q: 3 clusters Score -9199905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9199994.000000 Penalty: 5528.350586
	Iteration 12Q: 3 clusters Score -9199994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9200073.000000 Penalty: 5528.350586
	Iteration 13Q: 3 clusters Score -9200073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9200157.000000 Penalty: 5528.350586
	Iteration 14Q: 3 clusters Score -9200157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9200234.000000 Penalty: 5528.350586
	Iteration 15Q: 3 clusters Score -9200234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9200290.000000 Penalty: 5528.350586
	Iteration 16Q: 3 clusters Score -9200290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9200309.000000 Penalty: 5528.350586
	Iteration 17Q: 3 clusters Score -9200309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9200329.000000 Penalty: 5528.350586
	Iteration 18Q: 3 clusters Score -9200329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9200352.000000 Penalty: 5528.350586
	Iteration 19Q: 3 clusters Score -9200352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9200353.000000 Penalty: 5528.350586
	Iteration 20F: 3 clusters Score -9200353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9200361.000000 Penalty: 5528.350586
	Iteration 21Q: 3 clusters Score -9200361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9200368.000000 Penalty: 5528.350586
	Iteration 22Q: 3 clusters Score -9200368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9200366.000000 Penalty: 5528.350586
	Iteration 23Q: 3 clusters Score -9200366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9200373.000000 Penalty: 5528.350586
	Iteration 24Q: 3 clusters Score -9200373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9200391.000000 Penalty: 5528.350586
	Iteration 25Q: 3 clusters Score -9200391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9200394.000000 Penalty: 5528.350586
	Iteration 26Q: 3 clusters Score -9200394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9200387.000000 Penalty: 5528.350586
	Iteration 27Q: 3 clusters Score -9200387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9200387.000000 Penalty: 5528.350586
	Iteration 28Q: 3 clusters Score -9200387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9200392.000000 Penalty: 5528.350586
	Iteration 29Q: 3 clusters Score -9200392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9200393.000000 Penalty: 5528.350586
	Iteration 30Q: 3 clusters Score -9200393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9200393.000000 Penalty: 5528.350586
	Iteration 31F: 3 clusters Score -9200393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Entering Unmasked Estep 
Score: -1995566.750000 Penalty: 2389.954834
	Iteration 0F: 2 clusters Score -1995567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1984490.500000 Penalty: 4779.909668
	Iteration 0F: 3 clusters Score -1984490 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1988209.125000 Penalty: 4779.909668
	Iteration 1F: 3 clusters Score -1988209 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1988726.625000 Penalty: 4779.909668
	Iteration 2F: 3 clusters Score -1988727 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1989404.000000 Penalty: 4779.909668
	Iteration 3F: 3 clusters Score -1989404 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1990297.000000 Penalty: 4779.909668
	Iteration 4F: 3 clusters Score -1990297 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1991199.625000 Penalty: 4779.909668
	Iteration 5F: 3 clusters Score -1991200 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1991952.000000 Penalty: 4779.909668
	Iteration 6F: 3 clusters Score -1991952 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1992512.625000 Penalty: 4779.909668
	Iteration 7F: 3 clusters Score -1992513 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1992861.625000 Penalty: 4779.909668
	Iteration 8Q: 3 clusters Score -1992862 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1993069.375000 Penalty: 4779.909668
	Iteration 9Q: 3 clusters Score -1993069 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1993207.125000 Penalty: 4779.909668
	Iteration 10Q: 3 clusters Score -1993207 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1993331.125000 Penalty: 4779.909668
	Iteration 11Q: 3 clusters Score -1993331 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1993435.125000 Penalty: 4779.909668
	Iteration 12Q: 3 clusters Score -1993435 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1993512.625000 Penalty: 4779.909668
	Iteration 13Q: 3 clusters Score -1993513 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1993578.375000 Penalty: 4779.909668
	Iteration 14Q: 3 clusters Score -1993578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1993633.500000 Penalty: 4779.909668
	Iteration 15Q: 3 clusters Score -1993634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1993694.625000 Penalty: 4779.909668
	Iteration 16Q: 3 clusters Score -1993695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1993763.500000 Penalty: 4779.909668
	Iteration 17Q: 3 clusters Score -1993764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1993833.625000 Penalty: 4779.909668
	Iteration 18Q: 3 clusters Score -1993834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1993918.750000 Penalty: 4779.909668
	Iteration 19Q: 3 clusters Score -1993919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1993984.125000 Penalty: 4779.909668
	Iteration 20F: 3 clusters Score -1993984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1994022.500000 Penalty: 4779.909668
	Iteration 21Q: 3 clusters Score -1994022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1994052.875000 Penalty: 4779.909668
	Iteration 22Q: 3 clusters Score -1994053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1994094.000000 Penalty: 4779.909668
	Iteration 23Q: 3 clusters Score -1994094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1994119.375000 Penalty: 4779.909668
	Iteration 24Q: 3 clusters Score -1994119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1994149.500000 Penalty: 4779.909668
	Iteration 25Q: 3 clusters Score -1994150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1994175.375000 Penalty: 4779.909668
	Iteration 26Q: 3 clusters Score -1994175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1994192.375000 Penalty: 4779.909668
	Iteration 27Q: 3 clusters Score -1994192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1994213.375000 Penalty: 4779.909668
	Iteration 28Q: 3 clusters Score -1994213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1994230.250000 Penalty: 4779.909668
	Iteration 29Q: 3 clusters Score -1994230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1994249.125000 Penalty: 4779.909668
	Iteration 30Q: 3 clusters Score -1994249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1994259.875000 Penalty: 4779.909668
	Iteration 31Q: 3 clusters Score -1994260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1994267.625000 Penalty: 4779.909668
	Iteration 32Q: 3 clusters Score -1994268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1994277.875000 Penalty: 4779.909668
	Iteration 33Q: 3 clusters Score -1994278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1994289.125000 Penalty: 4779.909668
	Iteration 34Q: 3 clusters Score -1994289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1994292.375000 Penalty: 4779.909668
	Iteration 35Q: 3 clusters Score -1994292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1994299.250000 Penalty: 4779.909668
	Iteration 36Q: 3 clusters Score -1994299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1994300.000000 Penalty: 4779.909668
	Iteration 37Q: 3 clusters Score -1994300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1994314.500000 Penalty: 4779.909668
	Iteration 38Q: 3 clusters Score -1994314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1994325.250000 Penalty: 4779.909668
	Iteration 39Q: 3 clusters Score -1994325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1994335.750000 Penalty: 4779.909668
	Iteration 40F: 3 clusters Score -1994336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1994351.875000 Penalty: 4779.909668
	Iteration 41Q: 3 clusters Score -1994352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1994356.250000 Penalty: 4779.909668
	Iteration 42Q: 3 clusters Score -1994356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1994366.000000 Penalty: 4779.909668
	Iteration 43Q: 3 clusters Score -1994366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1994378.750000 Penalty: 4779.909668
	Iteration 44Q: 3 clusters Score -1994379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1994384.625000 Penalty: 4779.909668
	Iteration 45Q: 3 clusters Score -1994385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1994390.625000 Penalty: 4779.909668
	Iteration 46Q: 3 clusters Score -1994391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1994396.000000 Penalty: 4779.909668
	Iteration 47Q: 3 clusters Score -1994396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1994393.250000 Penalty: 4779.909668
	Iteration 48Q: 3 clusters Score -1994393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1994393.500000 Penalty: 4779.909668
	Iteration 49Q: 3 clusters Score -1994394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1994393.500000 Penalty: 4779.909668
	Iteration 50F: 3 clusters Score -1994394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (126579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Entering Unmasked Estep 
Score: -17107522.000000 Penalty: 2913.658203
	Iteration 0F: 2 clusters Score -1.710752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -17023428.000000 Penalty: 5827.316406
	Iteration 0F: 3 clusters Score -1.702343e+07 nChanged 60276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -17058014.000000 Penalty: 5827.316406
	Iteration 1F: 3 clusters Score -1.705801e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -17058640.000000 Penalty: 5827.316406
	Iteration 2Q: 3 clusters Score -1.705864e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -17059272.000000 Penalty: 5827.316406
	Iteration 3Q: 3 clusters Score -1.705927e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -17059972.000000 Penalty: 5827.316406
	Iteration 4Q: 3 clusters Score -1.705997e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -17060872.000000 Penalty: 5827.316406
	Iteration 5Q: 3 clusters Score -1.706087e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -17062500.000000 Penalty: 5827.316406
	Iteration 6Q: 3 clusters Score -1.70625e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -17064754.000000 Penalty: 5827.316406
	Iteration 7Q: 3 clusters Score -1.706475e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -17068706.000000 Penalty: 5827.316406
	Iteration 8F: 3 clusters Score -1.706871e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -17075334.000000 Penalty: 5827.316406
	Iteration 9F: 3 clusters Score -1.707533e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -17083900.000000 Penalty: 5827.316406
	Iteration 10F: 3 clusters Score -1.70839e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -17091960.000000 Penalty: 5827.316406
	Iteration 11F: 3 clusters Score -1.709196e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
Score: -17097954.000000 Penalty: 5827.316406
	Iteration 12F: 3 clusters Score -1.709795e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -17101470.000000 Penalty: 5827.316406
	Iteration 13Q: 3 clusters Score -1.710147e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -17103230.000000 Penalty: 5827.316406
	Iteration 14Q: 3 clusters Score -1.710323e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 125051 members 
Entering Unmasked Estep 
Score: -17104084.000000 Penalty: 5827.316406
	Iteration 15Q: 3 clusters Score -1.710408e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -17104490.000000 Penalty: 5827.316406
	Iteration 16Q: 3 clusters Score -1.710449e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -17104710.000000 Penalty: 5827.316406
	Iteration 17Q: 3 clusters Score -1.710471e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -17104820.000000 Penalty: 5827.316406
	Iteration 18Q: 3 clusters Score -1.710482e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 125932 members 
Entering Unmasked Estep 
Score: -17104912.000000 Penalty: 5827.316406
	Iteration 19Q: 3 clusters Score -1.710491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -17104952.000000 Penalty: 5827.316406
	Iteration 20F: 3 clusters Score -1.710495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 125989 members 
Entering Unmasked Estep 
Score: -17104970.000000 Penalty: 5827.316406
	Iteration 21Q: 3 clusters Score -1.710497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -17104984.000000 Penalty: 5827.316406
	Iteration 22Q: 3 clusters Score -1.710498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -17104992.000000 Penalty: 5827.316406
	Iteration 23Q: 3 clusters Score -1.710499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -17105012.000000 Penalty: 5827.316406
	Iteration 24Q: 3 clusters Score -1.710501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -17105018.000000 Penalty: 5827.316406
	Iteration 25Q: 3 clusters Score -1.710502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -17105026.000000 Penalty: 5827.316406
	Iteration 26Q: 3 clusters Score -1.710503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -17105030.000000 Penalty: 5827.316406
	Iteration 27Q: 3 clusters Score -1.710503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -17105040.000000 Penalty: 5827.316406
	Iteration 28Q: 3 clusters Score -1.710504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -17105038.000000 Penalty: 5827.316406
	Iteration 29Q: 3 clusters Score -1.710504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -17105042.000000 Penalty: 5827.316406
	Iteration 30Q: 3 clusters Score -1.710504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -17105042.000000 Penalty: 5827.316406
	Iteration 31Q: 3 clusters Score -1.710504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -17105050.000000 Penalty: 5827.316406
	Iteration 32Q: 3 clusters Score -1.710505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -17105052.000000 Penalty: 5827.316406
	Iteration 33Q: 3 clusters Score -1.710505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -17105050.000000 Penalty: 5827.316406
	Iteration 34Q: 3 clusters Score -1.710505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17105042.000000 Penalty: 5827.316406
	Iteration 35Q: 3 clusters Score -1.710504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -17105054.000000 Penalty: 5827.316406
	Iteration 36Q: 3 clusters Score -1.710505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -17105064.000000 Penalty: 5827.316406
	Iteration 37Q: 3 clusters Score -1.710506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -17105064.000000 Penalty: 5827.316406
	Iteration 38Q: 3 clusters Score -1.710506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 126057 members 
Entering Unmasked Estep 
Score: -17105062.000000 Penalty: 5827.316406
	Iteration 39Q: 3 clusters Score -1.710506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -17105068.000000 Penalty: 5827.316406
	Iteration 40F: 3 clusters Score -1.710507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Entering Unmasked Estep 
Score: -13978070.000000 Penalty: 2866.688232
	Iteration 0F: 2 clusters Score -1.397807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -13908197.000000 Penalty: 5733.376465
	Iteration 0F: 3 clusters Score -1.39082e+07 nChanged 49410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -13936622.000000 Penalty: 5733.376465
	Iteration 1F: 3 clusters Score -1.393662e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -13937163.000000 Penalty: 5733.376465
	Iteration 2Q: 3 clusters Score -1.393716e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -13937757.000000 Penalty: 5733.376465
	Iteration 3Q: 3 clusters Score -1.393776e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -13938170.000000 Penalty: 5733.376465
	Iteration 4Q: 3 clusters Score -1.393817e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -13938571.000000 Penalty: 5733.376465
	Iteration 5Q: 3 clusters Score -1.393857e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -13938971.000000 Penalty: 5733.376465
	Iteration 6Q: 3 clusters Score -1.393897e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -13939558.000000 Penalty: 5733.376465
	Iteration 7Q: 3 clusters Score -1.393956e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -13940224.000000 Penalty: 5733.376465
	Iteration 8Q: 3 clusters Score -1.394022e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -13941275.000000 Penalty: 5733.376465
	Iteration 9Q: 3 clusters Score -1.394128e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -13942788.000000 Penalty: 5733.376465
	Iteration 10Q: 3 clusters Score -1.394279e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -13944799.000000 Penalty: 5733.376465
	Iteration 11Q: 3 clusters Score -1.39448e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -13948072.000000 Penalty: 5733.376465
	Iteration 12Q: 3 clusters Score -1.394807e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -13952367.000000 Penalty: 5733.376465
	Iteration 13F: 3 clusters Score -1.395237e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -13956909.000000 Penalty: 5733.376465
	Iteration 14F: 3 clusters Score -1.395691e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -13960092.000000 Penalty: 5733.376465
	Iteration 15F: 3 clusters Score -1.396009e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -13961674.000000 Penalty: 5733.376465
	Iteration 16Q: 3 clusters Score -1.396167e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -13962534.000000 Penalty: 5733.376465
	Iteration 17Q: 3 clusters Score -1.396253e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -13963140.000000 Penalty: 5733.376465
	Iteration 18Q: 3 clusters Score -1.396314e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -13963712.000000 Penalty: 5733.376465
	Iteration 19Q: 3 clusters Score -1.396371e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -13964208.000000 Penalty: 5733.376465
	Iteration 20F: 3 clusters Score -1.396421e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -13964711.000000 Penalty: 5733.376465
	Iteration 21Q: 3 clusters Score -1.396471e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -13965309.000000 Penalty: 5733.376465
	Iteration 22Q: 3 clusters Score -1.396531e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -13965986.000000 Penalty: 5733.376465
	Iteration 23Q: 3 clusters Score -1.396599e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -13966599.000000 Penalty: 5733.376465
	Iteration 24Q: 3 clusters Score -1.39666e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -13967083.000000 Penalty: 5733.376465
	Iteration 25Q: 3 clusters Score -1.396708e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -13967747.000000 Penalty: 5733.376465
	Iteration 26Q: 3 clusters Score -1.396775e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -13968328.000000 Penalty: 5733.376465
	Iteration 27Q: 3 clusters Score -1.396833e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -13969006.000000 Penalty: 5733.376465
	Iteration 28Q: 3 clusters Score -1.396901e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -13969739.000000 Penalty: 5733.376465
	Iteration 29Q: 3 clusters Score -1.396974e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -13970449.000000 Penalty: 5733.376465
	Iteration 30Q: 3 clusters Score -1.397045e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -13971206.000000 Penalty: 5733.376465
	Iteration 31Q: 3 clusters Score -1.397121e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -13971925.000000 Penalty: 5733.376465
	Iteration 32Q: 3 clusters Score -1.397192e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -13972625.000000 Penalty: 5733.376465
	Iteration 33Q: 3 clusters Score -1.397262e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -13973205.000000 Penalty: 5733.376465
	Iteration 34Q: 3 clusters Score -1.39732e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -13973744.000000 Penalty: 5733.376465
	Iteration 35Q: 3 clusters Score -1.397374e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -13974205.000000 Penalty: 5733.376465
	Iteration 36Q: 3 clusters Score -1.39742e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13974495.000000 Penalty: 5733.376465
	Iteration 37Q: 3 clusters Score -1.39745e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13974737.000000 Penalty: 5733.376465
	Iteration 38Q: 3 clusters Score -1.397474e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13974964.000000 Penalty: 5733.376465
	Iteration 39Q: 3 clusters Score -1.397496e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13975129.000000 Penalty: 5733.376465
	Iteration 40F: 3 clusters Score -1.397513e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13975231.000000 Penalty: 5733.376465
	Iteration 41Q: 3 clusters Score -1.397523e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13975270.000000 Penalty: 5733.376465
	Iteration 42Q: 3 clusters Score -1.397527e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13975330.000000 Penalty: 5733.376465
	Iteration 43Q: 3 clusters Score -1.397533e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13975382.000000 Penalty: 5733.376465
	Iteration 44Q: 3 clusters Score -1.397538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13975461.000000 Penalty: 5733.376465
	Iteration 45Q: 3 clusters Score -1.397546e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13975488.000000 Penalty: 5733.376465
	Iteration 46Q: 3 clusters Score -1.397549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13975513.000000 Penalty: 5733.376465
	Iteration 47Q: 3 clusters Score -1.397551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13975538.000000 Penalty: 5733.376465
	Iteration 48Q: 3 clusters Score -1.397554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13975560.000000 Penalty: 5733.376465
	Iteration 49Q: 3 clusters Score -1.397556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13975563.000000 Penalty: 5733.376465
	Iteration 50Q: 3 clusters Score -1.397556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13975581.000000 Penalty: 5733.376465
	Iteration 51Q: 3 clusters Score -1.397558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13975583.000000 Penalty: 5733.376465
	Iteration 52Q: 3 clusters Score -1.397558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13975591.000000 Penalty: 5733.376465
	Iteration 53Q: 3 clusters Score -1.397559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13975595.000000 Penalty: 5733.376465
	Iteration 54Q: 3 clusters Score -1.39756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13975597.000000 Penalty: 5733.376465
	Iteration 55Q: 3 clusters Score -1.39756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13975598.000000 Penalty: 5733.376465
	Iteration 56Q: 3 clusters Score -1.39756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13975593.000000 Penalty: 5733.376465
	Iteration 57Q: 3 clusters Score -1.397559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13975603.000000 Penalty: 5733.376465
	Iteration 58Q: 3 clusters Score -1.39756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13975598.000000 Penalty: 5733.376465
	Iteration 59Q: 3 clusters Score -1.39756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13975606.000000 Penalty: 5733.376465
	Iteration 60F: 3 clusters Score -1.397561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -580526.500000 Penalty: 2097.129639
	Iteration 0F: 2 clusters Score -580526.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -576250.125000 Penalty: 4194.259277
	Iteration 0F: 3 clusters Score -576250.1 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -577339.250000 Penalty: 4194.259277
	Iteration 1F: 3 clusters Score -577339.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -577667.062500 Penalty: 4194.259277
	Iteration 2F: 3 clusters Score -577667.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -577905.125000 Penalty: 4194.259277
	Iteration 3F: 3 clusters Score -577905.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -578183.062500 Penalty: 4194.259277
	Iteration 4F: 3 clusters Score -578183.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -578423.250000 Penalty: 4194.259277
	Iteration 5F: 3 clusters Score -578423.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -578706.625000 Penalty: 4194.259277
	Iteration 6F: 3 clusters Score -578706.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -578964.875000 Penalty: 4194.259277
	Iteration 7Q: 3 clusters Score -578964.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -579155.625000 Penalty: 4194.259277
	Iteration 8Q: 3 clusters Score -579155.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -579330.500000 Penalty: 4194.259277
	Iteration 9Q: 3 clusters Score -579330.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -579449.937500 Penalty: 4194.259277
	Iteration 10Q: 3 clusters Score -579449.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -579513.937500 Penalty: 4194.259277
	Iteration 11Q: 3 clusters Score -579513.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -579556.687500 Penalty: 4194.259277
	Iteration 12Q: 3 clusters Score -579556.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -579587.937500 Penalty: 4194.259277
	Iteration 13Q: 3 clusters Score -579587.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -579606.375000 Penalty: 4194.259277
	Iteration 14Q: 3 clusters Score -579606.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -579619.250000 Penalty: 4194.259277
	Iteration 15Q: 3 clusters Score -579619.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -579627.625000 Penalty: 4194.259277
	Iteration 16Q: 3 clusters Score -579627.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -579634.625000 Penalty: 4194.259277
	Iteration 17Q: 3 clusters Score -579634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -579637.750000 Penalty: 4194.259277
	Iteration 18Q: 3 clusters Score -579637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -579643.437500 Penalty: 4194.259277
	Iteration 19Q: 3 clusters Score -579643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -579644.562500 Penalty: 4194.259277
	Iteration 20F: 3 clusters Score -579644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -579646.312500 Penalty: 4194.259277
	Iteration 21Q: 3 clusters Score -579646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -579646.312500 Penalty: 4194.259277
	Iteration 22F: 3 clusters Score -579646.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1032857.812500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1032858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1026506.500000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1026506 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1028149.125000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1028149 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1028449.812500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1028450 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1028673.875000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1028674 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1028843.625000 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -1028844 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1028995.062500 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -1028995 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1029171.062500 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -1029171 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1029341.375000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -1029341 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1029558.562500 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1029559 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1029775.437500 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1029775 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1029999.000000 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1029999 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1030200.000000 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1030200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1030348.750000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1030349 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1030469.562500 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1030470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1030578.812500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1030579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1030651.312500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1030651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1030703.812500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1030704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1030743.875000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1030744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1030772.187500 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1030772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1030798.125000 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1030798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1030812.500000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1030812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1030825.187500 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1030825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1030836.437500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1030836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1030845.625000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1030846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1030854.187500 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1030854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1030859.000000 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1030859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1030863.937500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1030864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1030866.062500 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1030866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1030870.812500 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1030871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1030872.562500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1030873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1030873.375000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1030873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1030872.562500 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1030873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1030874.562500 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1030875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1030875.437500 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1030875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1030875.875000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1030876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1030876.312500 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1030876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1030876.187500 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1030876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1030877.812500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1030878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1030877.812500 Penalty: 4447.186035
	Iteration 38F: 3 clusters Score -1030878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Entering Unmasked Estep 
Score: -2685289.750000 Penalty: 2478.061768
	Iteration 0F: 2 clusters Score -2685290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2670067.000000 Penalty: 4956.123535
	Iteration 0F: 3 clusters Score -2670067 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2675561.000000 Penalty: 4956.123535
	Iteration 1F: 3 clusters Score -2675561 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2676160.750000 Penalty: 4956.123535
	Iteration 2F: 3 clusters Score -2676161 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2676732.500000 Penalty: 4956.123535
	Iteration 3F: 3 clusters Score -2676732 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2677270.250000 Penalty: 4956.123535
	Iteration 4F: 3 clusters Score -2677270 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2677752.500000 Penalty: 4956.123535
	Iteration 5Q: 3 clusters Score -2677752 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2678222.750000 Penalty: 4956.123535
	Iteration 6Q: 3 clusters Score -2678223 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2678752.000000 Penalty: 4956.123535
	Iteration 7Q: 3 clusters Score -2678752 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2679260.750000 Penalty: 4956.123535
	Iteration 8Q: 3 clusters Score -2679261 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2679719.500000 Penalty: 4956.123535
	Iteration 9Q: 3 clusters Score -2679720 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2680136.000000 Penalty: 4956.123535
	Iteration 10Q: 3 clusters Score -2680136 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2680487.250000 Penalty: 4956.123535
	Iteration 11Q: 3 clusters Score -2680487 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2680749.000000 Penalty: 4956.123535
	Iteration 12Q: 3 clusters Score -2680749 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2680952.000000 Penalty: 4956.123535
	Iteration 13Q: 3 clusters Score -2680952 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2681088.000000 Penalty: 4956.123535
	Iteration 14Q: 3 clusters Score -2681088 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2681185.500000 Penalty: 4956.123535
	Iteration 15Q: 3 clusters Score -2681186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2681255.000000 Penalty: 4956.123535
	Iteration 16Q: 3 clusters Score -2681255 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2681298.000000 Penalty: 4956.123535
	Iteration 17Q: 3 clusters Score -2681298 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2681340.750000 Penalty: 4956.123535
	Iteration 18Q: 3 clusters Score -2681341 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2681387.250000 Penalty: 4956.123535
	Iteration 19Q: 3 clusters Score -2681387 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2681427.250000 Penalty: 4956.123535
	Iteration 20F: 3 clusters Score -2681427 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2681466.750000 Penalty: 4956.123535
	Iteration 21Q: 3 clusters Score -2681467 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2681502.250000 Penalty: 4956.123535
	Iteration 22Q: 3 clusters Score -2681502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2681524.750000 Penalty: 4956.123535
	Iteration 23Q: 3 clusters Score -2681525 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2681553.250000 Penalty: 4956.123535
	Iteration 24Q: 3 clusters Score -2681553 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2681574.500000 Penalty: 4956.123535
	Iteration 25Q: 3 clusters Score -2681574 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2681600.750000 Penalty: 4956.123535
	Iteration 26Q: 3 clusters Score -2681601 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2681627.250000 Penalty: 4956.123535
	Iteration 27Q: 3 clusters Score -2681627 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2681641.250000 Penalty: 4956.123535
	Iteration 28Q: 3 clusters Score -2681641 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2681657.500000 Penalty: 4956.123535
	Iteration 29Q: 3 clusters Score -2681658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2681673.750000 Penalty: 4956.123535
	Iteration 30Q: 3 clusters Score -2681674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2681697.000000 Penalty: 4956.123535
	Iteration 31Q: 3 clusters Score -2681697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2681704.250000 Penalty: 4956.123535
	Iteration 32Q: 3 clusters Score -2681704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2681728.750000 Penalty: 4956.123535
	Iteration 33Q: 3 clusters Score -2681729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2681746.750000 Penalty: 4956.123535
	Iteration 34Q: 3 clusters Score -2681747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2681789.500000 Penalty: 4956.123535
	Iteration 35Q: 3 clusters Score -2681790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2681804.500000 Penalty: 4956.123535
	Iteration 36Q: 3 clusters Score -2681804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2681827.750000 Penalty: 4956.123535
	Iteration 37Q: 3 clusters Score -2681828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2681845.500000 Penalty: 4956.123535
	Iteration 38Q: 3 clusters Score -2681846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2681874.750000 Penalty: 4956.123535
	Iteration 39Q: 3 clusters Score -2681875 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2681905.750000 Penalty: 4956.123535
	Iteration 40F: 3 clusters Score -2681906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2681952.750000 Penalty: 4956.123535
	Iteration 41Q: 3 clusters Score -2681953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2681987.250000 Penalty: 4956.123535
	Iteration 42Q: 3 clusters Score -2681987 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2682025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2682097 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2682152 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2682238.750000 Penalty: 4956.123535
	Iteration 46Q: 3 clusters Score -2682239 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2682337 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2682433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2682517.000000 Penalty: 4956.123535
	Iteration 49Q: 3 clusters Score -2682517 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2682592.750000 Penalty: 4956.123535
	Iteration 50Q: 3 clusters Score -2682593 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2682663.750000 Penalty: 4956.123535
	Iteration 51Q: 3 clusters Score -2682664 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2682715.500000 Penalty: 4956.123535
	Iteration 52Q: 3 clusters Score -2682716 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2682772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2682808.500000 Penalty: 4956.123535
	Iteration 54Q: 3 clusters Score -2682808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2682847.250000 Penalty: 4956.123535
	Iteration 55Q: 3 clusters Score -2682847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2682872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2682907.750000 Penalty: 4956.123535
	Iteration 57Q: 3 clusters Score -2682908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2682925.250000 Penalty: 4956.123535
	Iteration 58Q: 3 clusters Score -2682925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2682935.750000 Penalty: 4956.123535
	Iteration 59Q: 3 clusters Score -2682936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2682959.500000 Penalty: 4956.123535
	Iteration 60F: 3 clusters Score -2682960 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2682971 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2682989.750000 Penalty: 4956.123535
	Iteration 62Q: 3 clusters Score -2682990 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2683005.750000 Penalty: 4956.123535
	Iteration 63Q: 3 clusters Score -2683006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2683031.500000 Penalty: 4956.123535
	Iteration 64Q: 3 clusters Score -2683032 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2683040 nChanged 76
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Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2683061 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2683070 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2683088 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2683102 nChanged 62
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Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2683119 nChanged 54
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Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2683127 nChanged 62
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Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2683146 nChanged 61
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Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2683164 nChanged 73
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2683194 nChanged 75
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Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2683216 nChanged 77
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Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2683230 nChanged 66
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Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2683250 nChanged 39
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Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2683263 nChanged 35
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Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2683265 nChanged 28
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Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2683276 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2683285 nChanged 40
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Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2683292 nChanged 43
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Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2683302 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2683315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2683331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2683339.750000 Penalty: 4956.123535
	Iteration 86Q: 3 clusters Score -2683340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2683344.750000 Penalty: 4956.123535
	Iteration 87Q: 3 clusters Score -2683345 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2683366 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2683380 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2683395 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2683404.000000 Penalty: 4956.123535
	Iteration 91Q: 3 clusters Score -2683404 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2683424.250000 Penalty: 4956.123535
	Iteration 92Q: 3 clusters Score -2683424 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2683428.000000 Penalty: 4956.123535
	Iteration 93Q: 3 clusters Score -2683428 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2683429.500000 Penalty: 4956.123535
	Iteration 94Q: 3 clusters Score -2683430 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2683429 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2683433.500000 Penalty: 4956.123535
	Iteration 96Q: 3 clusters Score -2683434 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2683434 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2683434.250000 Penalty: 4956.123535
	Iteration 98Q: 3 clusters Score -2683434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2683438.500000 Penalty: 4956.123535
	Iteration 99Q: 3 clusters Score -2683438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2683437.250000 Penalty: 4956.123535
	Iteration 100F: 3 clusters Score -2683437 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2683443.250000 Penalty: 4956.123535
	Iteration 101Q: 3 clusters Score -2683443 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2683445.250000 Penalty: 4956.123535
	Iteration 102Q: 3 clusters Score -2683445 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2683451.500000 Penalty: 4956.123535
	Iteration 103Q: 3 clusters Score -2683452 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2683458.750000 Penalty: 4956.123535
	Iteration 104Q: 3 clusters Score -2683459 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2683460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2683463.500000 Penalty: 4956.123535
	Iteration 106Q: 3 clusters Score -2683464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2683463 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2683463 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2683465.500000 Penalty: 4956.123535
	Iteration 109Q: 3 clusters Score -2683466 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2683467.250000 Penalty: 4956.123535
	Iteration 110Q: 3 clusters Score -2683467 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2683467 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2683467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2683467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2683463.250000 Penalty: 4956.123535
	Iteration 114Q: 3 clusters Score -2683463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2683460.750000 Penalty: 4956.123535
	Iteration 115Q: 3 clusters Score -2683461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2683462.500000 Penalty: 4956.123535
	Iteration 116Q: 3 clusters Score -2683462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2683464.500000 Penalty: 4956.123535
	Iteration 117Q: 3 clusters Score -2683464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2683465.000000 Penalty: 4956.123535
	Iteration 118Q: 3 clusters Score -2683465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2683468.500000 Penalty: 4956.123535
	Iteration 119Q: 3 clusters Score -2683468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2683466.500000 Penalty: 4956.123535
	Iteration 120F: 3 clusters Score -2683466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2683466 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2683469.000000 Penalty: 4956.123535
	Iteration 122Q: 3 clusters Score -2683469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2683470.750000 Penalty: 4956.123535
	Iteration 123Q: 3 clusters Score -2683471 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2683473.000000 Penalty: 4956.123535
	Iteration 124Q: 3 clusters Score -2683473 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2683470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2683469.500000 Penalty: 4956.123535
	Iteration 126Q: 3 clusters Score -2683470 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2683471.250000 Penalty: 4956.123535
	Iteration 127Q: 3 clusters Score -2683471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2683472.500000 Penalty: 4956.123535
	Iteration 128Q: 3 clusters Score -2683472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2683471.500000 Penalty: 4956.123535
	Iteration 129Q: 3 clusters Score -2683472 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2683477.750000 Penalty: 4956.123535
	Iteration 130Q: 3 clusters Score -2683478 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2683481.250000 Penalty: 4956.123535
	Iteration 131Q: 3 clusters Score -2683481 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2683483.000000 Penalty: 4956.123535
	Iteration 132Q: 3 clusters Score -2683483 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2683487.000000 Penalty: 4956.123535
	Iteration 133Q: 3 clusters Score -2683487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2683487.750000 Penalty: 4956.123535
	Iteration 134Q: 3 clusters Score -2683488 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2683488.750000 Penalty: 4956.123535
	Iteration 135Q: 3 clusters Score -2683489 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2683488.250000 Penalty: 4956.123535
	Iteration 136Q: 3 clusters Score -2683488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2683491.250000 Penalty: 4956.123535
	Iteration 137Q: 3 clusters Score -2683491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2683489.500000 Penalty: 4956.123535
	Iteration 138Q: 3 clusters Score -2683490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2683489.500000 Penalty: 4956.123535
	Iteration 139F: 3 clusters Score -2683490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -662565.750000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -662565.8 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 2579 members 
Entering Unmasked Estep 
Score: -658012.812500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -658012.8 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -659166.187500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -659166.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -659443.750000 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -659443.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -659695.750000 Penalty: 4232.205566
	Iteration 3F: 3 clusters Score -659695.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -659892.500000 Penalty: 4232.205566
	Iteration 4F: 3 clusters Score -659892.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -660062.187500 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -660062.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -660220.750000 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -660220.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -660339.937500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -660339.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -660429.500000 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -660429.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -660515.562500 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -660515.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -660580.062500 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -660580.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -660636.750000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -660636.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -660679.000000 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -660679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -660713.875000 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -660713.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -660751.125000 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -660751.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -660772.687500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -660772.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -660792.437500 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -660792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -660801.500000 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -660801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -660811.750000 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -660811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -660824.687500 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -660824.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -660833.875000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -660833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -660842.062500 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -660842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -660848.875000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -660848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -660855.375000 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -660855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -660859.500000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -660859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -660868.000000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -660868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -660876.125000 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -660876.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -660885.812500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -660885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -660893.687500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -660893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -660898.875000 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -660898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -660901.750000 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -660901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -660901.750000 Penalty: 4232.205566
	Iteration 31F: 3 clusters Score -660901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -580655.687500 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -580655.7 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 2209 members 
Entering Unmasked Estep 
Score: -576471.000000 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -576471 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -577515.687500 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -577515.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -577920.312500 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -577920.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -578227.812500 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -578227.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -578400.562500 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -578400.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -578515.187500 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -578515.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -578620.187500 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -578620.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -578707.687500 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -578707.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -578781.750000 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -578781.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -578828.500000 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -578828.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -578875.312500 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -578875.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -578911.000000 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -578911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -578951.062500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -578951.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -578979.750000 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -578979.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -579008.312500 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -579008.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -579035.187500 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -579035.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -579065.500000 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -579065.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -579100.812500 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -579100.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -579136.562500 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -579136.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -579170.687500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -579170.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -579204.125000 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -579204.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -579235.250000 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -579235.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -579261.812500 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -579261.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -579284.812500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -579284.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -579305.125000 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -579305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -579324.562500 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -579324.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -579343.812500 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -579343.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -579363.500000 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -579363.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -579376.437500 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -579376.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -579387.062500 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -579387.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -579398.625000 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -579398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -579410.812500 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -579410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -579417.000000 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -579417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -579421.937500 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -579421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -579426.125000 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -579426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -579430.562500 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -579430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -579433.187500 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -579433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -579437.687500 Penalty: 4161.573242
	Iteration 37Q: 3 clusters Score -579437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579442.062500 Penalty: 4161.573242
	Iteration 38Q: 3 clusters Score -579442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -579447.375000 Penalty: 4161.573242
	Iteration 39Q: 3 clusters Score -579447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -579449.187500 Penalty: 4161.573242
	Iteration 40F: 3 clusters Score -579449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -579449.062500 Penalty: 4161.573242
	Iteration 41Q: 3 clusters Score -579449.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -579453.125000 Penalty: 4161.573242
	Iteration 42Q: 3 clusters Score -579453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -579452.250000 Penalty: 4161.573242
	Iteration 43Q: 3 clusters Score -579452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -579452.937500 Penalty: 4161.573242
	Iteration 44Q: 3 clusters Score -579452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -579452.937500 Penalty: 4161.573242
	Iteration 45F: 3 clusters Score -579452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1779818.500000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1769794.500000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1769794 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1772993.750000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1772994 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1773399.750000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1773400 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1773749.375000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1773749 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1774116.875000 Penalty: 4724.510742
	Iteration 4Q: 3 clusters Score -1774117 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1774576.250000 Penalty: 4724.510742
	Iteration 5Q: 3 clusters Score -1774576 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1775095.625000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1775096 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1775631.750000 Penalty: 4724.510742
	Iteration 7F: 3 clusters Score -1775632 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1776111.625000 Penalty: 4724.510742
	Iteration 8F: 3 clusters Score -1776112 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1776468.250000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1776468 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1776705.375000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1776705 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1776871.750000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1776872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1776979.750000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1776980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1777057.000000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1777057 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1777096.375000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1777096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1777132.625000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1777133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1777160.375000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1777160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1777190.125000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1777190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1777209.750000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1777210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1777221.875000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1777222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1777243.250000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1777243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1777266.750000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1777267 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1777297.000000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1777297 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1777329.250000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1777329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1777369.375000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1777369 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1777419.625000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1777420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1777479.875000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1777480 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1777553.000000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1777553 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1777664.250000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1777664 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1777816.500000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1777816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1778044.500000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1778044 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1778347.625000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1778348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1778641.000000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1778641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1778858.875000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1778859 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1779065.250000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1779065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1779341.875000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1779342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1779507.625000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1779508 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1779639.375000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1779639 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1779750.250000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1779750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1779819.375000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1779819 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1779887.625000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1779888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1779916.750000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1779917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1779930.000000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1779930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1779947.250000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1779947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1779954.875000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1779955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1779962.375000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1779962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1779970.500000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1779970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1779976.250000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1779976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1779979.000000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1779979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1779984.375000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1779984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1779983.250000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1779983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1779986.625000 Penalty: 4724.510742
	Iteration 51Q: 3 clusters Score -1779987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1779986.875000 Penalty: 4724.510742
	Iteration 52Q: 3 clusters Score -1779987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1779994.500000 Penalty: 4724.510742
	Iteration 53Q: 3 clusters Score -1779994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1779996.250000 Penalty: 4724.510742
	Iteration 54Q: 3 clusters Score -1779996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1779996.125000 Penalty: 4724.510742
	Iteration 55Q: 3 clusters Score -1779996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1779994.000000 Penalty: 4724.510742
	Iteration 56Q: 3 clusters Score -1779994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1779994.000000 Penalty: 4724.510742
	Iteration 57F: 3 clusters Score -1779994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138415 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126579 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 9538 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 4163 members 
Entering Unmasked Estep 
Score: -181130560.000000 Penalty: 122868.914062
Splitting cluster 26 changes total score from -181132464.000000 to -181130560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (41258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Entering Unmasked Estep 
Score: -5589191.500000 Penalty: 2635.645020
	Iteration 0F: 2 clusters Score -5589192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5561288.500000 Penalty: 5271.290039
	Iteration 0F: 3 clusters Score -5561288 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5571421.000000 Penalty: 5271.290039
	Iteration 1F: 3 clusters Score -5571421 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5571955.000000 Penalty: 5271.290039
	Iteration 2Q: 3 clusters Score -5571955 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5572590.000000 Penalty: 5271.290039
	Iteration 3Q: 3 clusters Score -5572590 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5573236.000000 Penalty: 5271.290039
	Iteration 4Q: 3 clusters Score -5573236 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5574145.500000 Penalty: 5271.290039
	Iteration 5Q: 3 clusters Score -5574146 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5575425.000000 Penalty: 5271.290039
	Iteration 6F: 3 clusters Score -5575425 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5576923.000000 Penalty: 5271.290039
	Iteration 7F: 3 clusters Score -5576923 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5578836.500000 Penalty: 5271.290039
	Iteration 8F: 3 clusters Score -5578836 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5580901.500000 Penalty: 5271.290039
	Iteration 9F: 3 clusters Score -5580902 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5582877.500000 Penalty: 5271.290039
	Iteration 10F: 3 clusters Score -5582878 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -5584353.500000 Penalty: 5271.290039
	Iteration 11Q: 3 clusters Score -5584354 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5585288.500000 Penalty: 5271.290039
	Iteration 12Q: 3 clusters Score -5585288 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5585898.500000 Penalty: 5271.290039
	Iteration 13Q: 3 clusters Score -5585898 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -5586273.000000 Penalty: 5271.290039
	Iteration 14Q: 3 clusters Score -5586273 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5586499.500000 Penalty: 5271.290039
	Iteration 15Q: 3 clusters Score -5586500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -5586641.000000 Penalty: 5271.290039
	Iteration 16Q: 3 clusters Score -5586641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5586729.500000 Penalty: 5271.290039
	Iteration 17Q: 3 clusters Score -5586730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5586783.500000 Penalty: 5271.290039
	Iteration 18Q: 3 clusters Score -5586784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5586821.500000 Penalty: 5271.290039
	Iteration 19Q: 3 clusters Score -5586822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5586826.000000 Penalty: 5271.290039
	Iteration 20F: 3 clusters Score -5586826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5586828.500000 Penalty: 5271.290039
	Iteration 21Q: 3 clusters Score -5586828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5586833.500000 Penalty: 5271.290039
	Iteration 22Q: 3 clusters Score -5586834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5586839.500000 Penalty: 5271.290039
	Iteration 23Q: 3 clusters Score -5586840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5586849.500000 Penalty: 5271.290039
	Iteration 24Q: 3 clusters Score -5586850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5586856.500000 Penalty: 5271.290039
	Iteration 25Q: 3 clusters Score -5586856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5586869.000000 Penalty: 5271.290039
	Iteration 26Q: 3 clusters Score -5586869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -5586880.500000 Penalty: 5271.290039
	Iteration 27Q: 3 clusters Score -5586880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5586882.500000 Penalty: 5271.290039
	Iteration 28Q: 3 clusters Score -5586882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5586889.000000 Penalty: 5271.290039
	Iteration 29Q: 3 clusters Score -5586889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5586893.500000 Penalty: 5271.290039
	Iteration 30Q: 3 clusters Score -5586894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5586893.500000 Penalty: 5271.290039
	Iteration 31Q: 3 clusters Score -5586894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5586898.500000 Penalty: 5271.290039
	Iteration 32Q: 3 clusters Score -5586898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5586903.500000 Penalty: 5271.290039
	Iteration 33Q: 3 clusters Score -5586904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5586908.000000 Penalty: 5271.290039
	Iteration 34Q: 3 clusters Score -5586908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5586908.000000 Penalty: 5271.290039
	Iteration 35Q: 3 clusters Score -5586908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5586913.500000 Penalty: 5271.290039
	Iteration 36Q: 3 clusters Score -5586914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5586913.500000 Penalty: 5271.290039
	Iteration 37Q: 3 clusters Score -5586914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5586917.000000 Penalty: 5271.290039
	Iteration 38Q: 3 clusters Score -5586917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5586917.000000 Penalty: 5271.290039
	Iteration 39F: 3 clusters Score -5586917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1202252.625000 Penalty: 2257.483398
	Iteration 0F: 2 clusters Score -1202253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1195208.500000 Penalty: 4514.966797
	Iteration 0F: 3 clusters Score -1195208 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1197137.875000 Penalty: 4514.966797
	Iteration 1F: 3 clusters Score -1197138 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1197435.750000 Penalty: 4514.966797
	Iteration 2F: 3 clusters Score -1197436 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1197669.375000 Penalty: 4514.966797
	Iteration 3F: 3 clusters Score -1197669 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1197823.375000 Penalty: 4514.966797
	Iteration 4Q: 3 clusters Score -1197823 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1197966.000000 Penalty: 4514.966797
	Iteration 5Q: 3 clusters Score -1197966 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1198086.125000 Penalty: 4514.966797
	Iteration 6Q: 3 clusters Score -1198086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1198195.875000 Penalty: 4514.966797
	Iteration 7Q: 3 clusters Score -1198196 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1198267.250000 Penalty: 4514.966797
	Iteration 8Q: 3 clusters Score -1198267 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1198328.125000 Penalty: 4514.966797
	Iteration 9Q: 3 clusters Score -1198328 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1198386.125000 Penalty: 4514.966797
	Iteration 10Q: 3 clusters Score -1198386 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1198442.250000 Penalty: 4514.966797
	Iteration 11Q: 3 clusters Score -1198442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1198485.500000 Penalty: 4514.966797
	Iteration 12Q: 3 clusters Score -1198486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1198526.250000 Penalty: 4514.966797
	Iteration 13Q: 3 clusters Score -1198526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1198567.500000 Penalty: 4514.966797
	Iteration 14Q: 3 clusters Score -1198568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1198597.125000 Penalty: 4514.966797
	Iteration 15Q: 3 clusters Score -1198597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1198631.000000 Penalty: 4514.966797
	Iteration 16Q: 3 clusters Score -1198631 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1198660.875000 Penalty: 4514.966797
	Iteration 17Q: 3 clusters Score -1198661 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1198684.250000 Penalty: 4514.966797
	Iteration 18Q: 3 clusters Score -1198684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1198716.250000 Penalty: 4514.966797
	Iteration 19Q: 3 clusters Score -1198716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1198740.375000 Penalty: 4514.966797
	Iteration 20F: 3 clusters Score -1198740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1198766.250000 Penalty: 4514.966797
	Iteration 21Q: 3 clusters Score -1198766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1198791.375000 Penalty: 4514.966797
	Iteration 22Q: 3 clusters Score -1198791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1198811.000000 Penalty: 4514.966797
	Iteration 23Q: 3 clusters Score -1198811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1198829.375000 Penalty: 4514.966797
	Iteration 24Q: 3 clusters Score -1198829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1198845.375000 Penalty: 4514.966797
	Iteration 25Q: 3 clusters Score -1198845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1198857.125000 Penalty: 4514.966797
	Iteration 26Q: 3 clusters Score -1198857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1198874.625000 Penalty: 4514.966797
	Iteration 27Q: 3 clusters Score -1198875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1198895.250000 Penalty: 4514.966797
	Iteration 28Q: 3 clusters Score -1198895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1198914.000000 Penalty: 4514.966797
	Iteration 29Q: 3 clusters Score -1198914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1198937.125000 Penalty: 4514.966797
	Iteration 30Q: 3 clusters Score -1198937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1198959.375000 Penalty: 4514.966797
	Iteration 31Q: 3 clusters Score -1198959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1198985.500000 Penalty: 4514.966797
	Iteration 32Q: 3 clusters Score -1198986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1199008.875000 Penalty: 4514.966797
	Iteration 33Q: 3 clusters Score -1199009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1199038.750000 Penalty: 4514.966797
	Iteration 34Q: 3 clusters Score -1199039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1199062.125000 Penalty: 4514.966797
	Iteration 35Q: 3 clusters Score -1199062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1199086.250000 Penalty: 4514.966797
	Iteration 36Q: 3 clusters Score -1199086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1199118.875000 Penalty: 4514.966797
	Iteration 37Q: 3 clusters Score -1199119 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1199150.500000 Penalty: 4514.966797
	Iteration 38Q: 3 clusters Score -1199150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1199178.875000 Penalty: 4514.966797
	Iteration 39Q: 3 clusters Score -1199179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1199202.250000 Penalty: 4514.966797
	Iteration 40F: 3 clusters Score -1199202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1199225.250000 Penalty: 4514.966797
	Iteration 41Q: 3 clusters Score -1199225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1199247.125000 Penalty: 4514.966797
	Iteration 42Q: 3 clusters Score -1199247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1199259.000000 Penalty: 4514.966797
	Iteration 43Q: 3 clusters Score -1199259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1199278.625000 Penalty: 4514.966797
	Iteration 44Q: 3 clusters Score -1199279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1199293.250000 Penalty: 4514.966797
	Iteration 45Q: 3 clusters Score -1199293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1199306.250000 Penalty: 4514.966797
	Iteration 46Q: 3 clusters Score -1199306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1199315.375000 Penalty: 4514.966797
	Iteration 47Q: 3 clusters Score -1199315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1199329.125000 Penalty: 4514.966797
	Iteration 48Q: 3 clusters Score -1199329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1199342.000000 Penalty: 4514.966797
	Iteration 49Q: 3 clusters Score -1199342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1199359.500000 Penalty: 4514.966797
	Iteration 50Q: 3 clusters Score -1199360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1199376.875000 Penalty: 4514.966797
	Iteration 51Q: 3 clusters Score -1199377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1199395.375000 Penalty: 4514.966797
	Iteration 52Q: 3 clusters Score -1199395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1199409.500000 Penalty: 4514.966797
	Iteration 53Q: 3 clusters Score -1199410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1199414.750000 Penalty: 4514.966797
	Iteration 54Q: 3 clusters Score -1199415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1199425.750000 Penalty: 4514.966797
	Iteration 55Q: 3 clusters Score -1199426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1199432.875000 Penalty: 4514.966797
	Iteration 56Q: 3 clusters Score -1199433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1199440.750000 Penalty: 4514.966797
	Iteration 57Q: 3 clusters Score -1199441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1199450.500000 Penalty: 4514.966797
	Iteration 58Q: 3 clusters Score -1199450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1199454.125000 Penalty: 4514.966797
	Iteration 59Q: 3 clusters Score -1199454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1199457.625000 Penalty: 4514.966797
	Iteration 60F: 3 clusters Score -1199458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1199461.625000 Penalty: 4514.966797
	Iteration 61Q: 3 clusters Score -1199462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1199464.125000 Penalty: 4514.966797
	Iteration 62Q: 3 clusters Score -1199464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1199466.125000 Penalty: 4514.966797
	Iteration 63Q: 3 clusters Score -1199466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1199467.250000 Penalty: 4514.966797
	Iteration 64Q: 3 clusters Score -1199467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1199468.625000 Penalty: 4514.966797
	Iteration 65Q: 3 clusters Score -1199469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1199467.500000 Penalty: 4514.966797
	Iteration 66Q: 3 clusters Score -1199468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1199470.375000 Penalty: 4514.966797
	Iteration 67Q: 3 clusters Score -1199470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1199471.500000 Penalty: 4514.966797
	Iteration 68Q: 3 clusters Score -1199472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1199472.875000 Penalty: 4514.966797
	Iteration 69Q: 3 clusters Score -1199473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1199478.750000 Penalty: 4514.966797
	Iteration 70Q: 3 clusters Score -1199479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1199480.500000 Penalty: 4514.966797
	Iteration 71Q: 3 clusters Score -1199480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1199488.750000 Penalty: 4514.966797
	Iteration 72Q: 3 clusters Score -1199489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1199492.750000 Penalty: 4514.966797
	Iteration 73Q: 3 clusters Score -1199493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1199503.000000 Penalty: 4514.966797
	Iteration 74Q: 3 clusters Score -1199503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1199513.000000 Penalty: 4514.966797
	Iteration 75Q: 3 clusters Score -1199513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1199521.250000 Penalty: 4514.966797
	Iteration 76Q: 3 clusters Score -1199521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1199530.875000 Penalty: 4514.966797
	Iteration 77Q: 3 clusters Score -1199531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1199543.125000 Penalty: 4514.966797
	Iteration 78Q: 3 clusters Score -1199543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1199550.750000 Penalty: 4514.966797
	Iteration 79Q: 3 clusters Score -1199551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1199560.875000 Penalty: 4514.966797
	Iteration 80F: 3 clusters Score -1199561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1199573.625000 Penalty: 4514.966797
	Iteration 81Q: 3 clusters Score -1199574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1199589.250000 Penalty: 4514.966797
	Iteration 82Q: 3 clusters Score -1199589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1199600.875000 Penalty: 4514.966797
	Iteration 83Q: 3 clusters Score -1199601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1199613.500000 Penalty: 4514.966797
	Iteration 84Q: 3 clusters Score -1199614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1199628.750000 Penalty: 4514.966797
	Iteration 85Q: 3 clusters Score -1199629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1199640.250000 Penalty: 4514.966797
	Iteration 86Q: 3 clusters Score -1199640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1199654.375000 Penalty: 4514.966797
	Iteration 87Q: 3 clusters Score -1199654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1199665.250000 Penalty: 4514.966797
	Iteration 88Q: 3 clusters Score -1199665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1199677.375000 Penalty: 4514.966797
	Iteration 89Q: 3 clusters Score -1199677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1199704.000000 Penalty: 4514.966797
	Iteration 90Q: 3 clusters Score -1199704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1199722.375000 Penalty: 4514.966797
	Iteration 91Q: 3 clusters Score -1199722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1199736.125000 Penalty: 4514.966797
	Iteration 92Q: 3 clusters Score -1199736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1199754.625000 Penalty: 4514.966797
	Iteration 93Q: 3 clusters Score -1199755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1199773.500000 Penalty: 4514.966797
	Iteration 94Q: 3 clusters Score -1199774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1199786.500000 Penalty: 4514.966797
	Iteration 95Q: 3 clusters Score -1199786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1199802.000000 Penalty: 4514.966797
	Iteration 96Q: 3 clusters Score -1199802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1199818.500000 Penalty: 4514.966797
	Iteration 97Q: 3 clusters Score -1199818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1199837.500000 Penalty: 4514.966797
	Iteration 98Q: 3 clusters Score -1199838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1199851.625000 Penalty: 4514.966797
	Iteration 99Q: 3 clusters Score -1199852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1199863.875000 Penalty: 4514.966797
	Iteration 100F: 3 clusters Score -1199864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1199880.875000 Penalty: 4514.966797
	Iteration 101Q: 3 clusters Score -1199881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1199897.625000 Penalty: 4514.966797
	Iteration 102Q: 3 clusters Score -1199898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1199913.625000 Penalty: 4514.966797
	Iteration 103Q: 3 clusters Score -1199914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1199934.000000 Penalty: 4514.966797
	Iteration 104Q: 3 clusters Score -1199934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1199945.875000 Penalty: 4514.966797
	Iteration 105Q: 3 clusters Score -1199946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1199958.500000 Penalty: 4514.966797
	Iteration 106Q: 3 clusters Score -1199958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1199973.500000 Penalty: 4514.966797
	Iteration 107Q: 3 clusters Score -1199974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1199983.125000 Penalty: 4514.966797
	Iteration 108Q: 3 clusters Score -1199983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1199994.375000 Penalty: 4514.966797
	Iteration 109Q: 3 clusters Score -1199994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1200005.250000 Penalty: 4514.966797
	Iteration 110Q: 3 clusters Score -1200005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1200015.000000 Penalty: 4514.966797
	Iteration 111Q: 3 clusters Score -1200015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1200025.500000 Penalty: 4514.966797
	Iteration 112Q: 3 clusters Score -1200026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1200037.625000 Penalty: 4514.966797
	Iteration 113Q: 3 clusters Score -1200038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1200048.625000 Penalty: 4514.966797
	Iteration 114Q: 3 clusters Score -1200049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1200061.875000 Penalty: 4514.966797
	Iteration 115Q: 3 clusters Score -1200062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1200073.250000 Penalty: 4514.966797
	Iteration 116Q: 3 clusters Score -1200073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1200086.125000 Penalty: 4514.966797
	Iteration 117Q: 3 clusters Score -1200086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1200100.125000 Penalty: 4514.966797
	Iteration 118Q: 3 clusters Score -1200100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1200115.625000 Penalty: 4514.966797
	Iteration 119Q: 3 clusters Score -1200116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 4514.966797
	Iteration 120F: 3 clusters Score -1200129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1200136.000000 Penalty: 4514.966797
	Iteration 121Q: 3 clusters Score -1200136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1200144.375000 Penalty: 4514.966797
	Iteration 122Q: 3 clusters Score -1200144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1200154.125000 Penalty: 4514.966797
	Iteration 123Q: 3 clusters Score -1200154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1200158.750000 Penalty: 4514.966797
	Iteration 124Q: 3 clusters Score -1200159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1200164.750000 Penalty: 4514.966797
	Iteration 125Q: 3 clusters Score -1200165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1200168.625000 Penalty: 4514.966797
	Iteration 126Q: 3 clusters Score -1200169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1200173.250000 Penalty: 4514.966797
	Iteration 127Q: 3 clusters Score -1200173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1200175.875000 Penalty: 4514.966797
	Iteration 128Q: 3 clusters Score -1200176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1200176.750000 Penalty: 4514.966797
	Iteration 129Q: 3 clusters Score -1200177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1200179.250000 Penalty: 4514.966797
	Iteration 130Q: 3 clusters Score -1200179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1200181.000000 Penalty: 4514.966797
	Iteration 131Q: 3 clusters Score -1200181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1200182.375000 Penalty: 4514.966797
	Iteration 132Q: 3 clusters Score -1200182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1200183.125000 Penalty: 4514.966797
	Iteration 133Q: 3 clusters Score -1200183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1200183.125000 Penalty: 4514.966797
	Iteration 134F: 3 clusters Score -1200183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Entering Unmasked Estep 
Score: -14929341.000000 Penalty: 2900.063477
	Iteration 0F: 2 clusters Score -1.492934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -14849074.000000 Penalty: 5800.126953
	Iteration 0F: 3 clusters Score -1.484907e+07 nChanged 56929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -14883057.000000 Penalty: 5800.126953
	Iteration 1F: 3 clusters Score -1.488306e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -14885318.000000 Penalty: 5800.126953
	Iteration 2Q: 3 clusters Score -1.488532e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -14888872.000000 Penalty: 5800.126953
	Iteration 3F: 3 clusters Score -1.488887e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -14894167.000000 Penalty: 5800.126953
	Iteration 4F: 3 clusters Score -1.489417e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -14901353.000000 Penalty: 5800.126953
	Iteration 5F: 3 clusters Score -1.490135e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -14909321.000000 Penalty: 5800.126953
	Iteration 6F: 3 clusters Score -1.490932e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -14916098.000000 Penalty: 5800.126953
	Iteration 7F: 3 clusters Score -1.49161e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -14921017.000000 Penalty: 5800.126953
	Iteration 8Q: 3 clusters Score -1.492102e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 109461 members 
Entering Unmasked Estep 
Score: -14923801.000000 Penalty: 5800.126953
	Iteration 9Q: 3 clusters Score -1.49238e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -14925061.000000 Penalty: 5800.126953
	Iteration 10Q: 3 clusters Score -1.492506e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 112493 members 
Entering Unmasked Estep 
Score: -14925881.000000 Penalty: 5800.126953
	Iteration 11Q: 3 clusters Score -1.492588e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -14926263.000000 Penalty: 5800.126953
	Iteration 12Q: 3 clusters Score -1.492626e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -14926508.000000 Penalty: 5800.126953
	Iteration 13Q: 3 clusters Score -1.492651e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -14926656.000000 Penalty: 5800.126953
	Iteration 14Q: 3 clusters Score -1.492666e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -14926860.000000 Penalty: 5800.126953
	Iteration 15Q: 3 clusters Score -1.492686e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14927006.000000 Penalty: 5800.126953
	Iteration 16Q: 3 clusters Score -1.492701e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -14927162.000000 Penalty: 5800.126953
	Iteration 17Q: 3 clusters Score -1.492716e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -14927270.000000 Penalty: 5800.126953
	Iteration 18Q: 3 clusters Score -1.492727e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -14927329.000000 Penalty: 5800.126953
	Iteration 19Q: 3 clusters Score -1.492733e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 116412 members 
Entering Unmasked Estep 
Score: -14927345.000000 Penalty: 5800.126953
	Iteration 20F: 3 clusters Score -1.492734e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -14927405.000000 Penalty: 5800.126953
	Iteration 21Q: 3 clusters Score -1.49274e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -14927417.000000 Penalty: 5800.126953
	Iteration 22Q: 3 clusters Score -1.492742e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -14927419.000000 Penalty: 5800.126953
	Iteration 23Q: 3 clusters Score -1.492742e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -14927438.000000 Penalty: 5800.126953
	Iteration 24Q: 3 clusters Score -1.492744e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -14927457.000000 Penalty: 5800.126953
	Iteration 25Q: 3 clusters Score -1.492746e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 117000 members 
Entering Unmasked Estep 
Score: -14927465.000000 Penalty: 5800.126953
	Iteration 26Q: 3 clusters Score -1.492746e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -14927463.000000 Penalty: 5800.126953
	Iteration 27Q: 3 clusters Score -1.492746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -14927468.000000 Penalty: 5800.126953
	Iteration 28Q: 3 clusters Score -1.492747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -14927498.000000 Penalty: 5800.126953
	Iteration 29Q: 3 clusters Score -1.49275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -14927501.000000 Penalty: 5800.126953
	Iteration 30Q: 3 clusters Score -1.49275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -14927483.000000 Penalty: 5800.126953
	Iteration 31Q: 3 clusters Score -1.492748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -14927481.000000 Penalty: 5800.126953
	Iteration 32Q: 3 clusters Score -1.492748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -14927471.000000 Penalty: 5800.126953
	Iteration 33Q: 3 clusters Score -1.492747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -14927492.000000 Penalty: 5800.126953
	Iteration 34Q: 3 clusters Score -1.492749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -14927481.000000 Penalty: 5800.126953
	Iteration 35Q: 3 clusters Score -1.492748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -14927507.000000 Penalty: 5800.126953
	Iteration 36Q: 3 clusters Score -1.492751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -14927493.000000 Penalty: 5800.126953
	Iteration 37Q: 3 clusters Score -1.492749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -14927506.000000 Penalty: 5800.126953
	Iteration 38Q: 3 clusters Score -1.492751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -14927518.000000 Penalty: 5800.126953
	Iteration 39Q: 3 clusters Score -1.492752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -14927520.000000 Penalty: 5800.126953
	Iteration 40F: 3 clusters Score -1.492752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -14927529.000000 Penalty: 5800.126953
	Iteration 41Q: 3 clusters Score -1.492753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -14927542.000000 Penalty: 5800.126953
	Iteration 42Q: 3 clusters Score -1.492754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -14927542.000000 Penalty: 5800.126953
	Iteration 43Q: 3 clusters Score -1.492754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -14927556.000000 Penalty: 5800.126953
	Iteration 44Q: 3 clusters Score -1.492756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -14927564.000000 Penalty: 5800.126953
	Iteration 45Q: 3 clusters Score -1.492756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -14927561.000000 Penalty: 5800.126953
	Iteration 46Q: 3 clusters Score -1.492756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -14927562.000000 Penalty: 5800.126953
	Iteration 47Q: 3 clusters Score -1.492756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -14927579.000000 Penalty: 5800.126953
	Iteration 48Q: 3 clusters Score -1.492758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -14927567.000000 Penalty: 5800.126953
	Iteration 49Q: 3 clusters Score -1.492757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 117433 members 
Entering Unmasked Estep 
Score: -14927570.000000 Penalty: 5800.126953
	Iteration 50Q: 3 clusters Score -1.492757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -14927565.000000 Penalty: 5800.126953
	Iteration 51Q: 3 clusters Score -1.492756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -14927567.000000 Penalty: 5800.126953
	Iteration 52Q: 3 clusters Score -1.492757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -14927570.000000 Penalty: 5800.126953
	Iteration 53Q: 3 clusters Score -1.492757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -14927581.000000 Penalty: 5800.126953
	Iteration 54Q: 3 clusters Score -1.492758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -14927587.000000 Penalty: 5800.126953
	Iteration 55Q: 3 clusters Score -1.492759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 117449 members 
Entering Unmasked Estep 
Score: -14927589.000000 Penalty: 5800.126953
	Iteration 56Q: 3 clusters Score -1.492759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -14927597.000000 Penalty: 5800.126953
	Iteration 57Q: 3 clusters Score -1.49276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -14927595.000000 Penalty: 5800.126953
	Iteration 58Q: 3 clusters Score -1.49276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -14927599.000000 Penalty: 5800.126953
	Iteration 59Q: 3 clusters Score -1.49276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -14927594.000000 Penalty: 5800.126953
	Iteration 60F: 3 clusters Score -1.492759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -14927610.000000 Penalty: 5800.126953
	Iteration 61Q: 3 clusters Score -1.492761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -14927590.000000 Penalty: 5800.126953
	Iteration 62Q: 3 clusters Score -1.492759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -14927594.000000 Penalty: 5800.126953
	Iteration 63Q: 3 clusters Score -1.492759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 117500 members 
Entering Unmasked Estep 
Score: -14927609.000000 Penalty: 5800.126953
	Iteration 64Q: 3 clusters Score -1.492761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -14927615.000000 Penalty: 5800.126953
	Iteration 65Q: 3 clusters Score -1.492762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -14927615.000000 Penalty: 5800.126953
	Iteration 66Q: 3 clusters Score -1.492762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -14927609.000000 Penalty: 5800.126953
	Iteration 67Q: 3 clusters Score -1.492761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -14927612.000000 Penalty: 5800.126953
	Iteration 68Q: 3 clusters Score -1.492761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -14927612.000000 Penalty: 5800.126953
	Iteration 69Q: 3 clusters Score -1.492761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -14927607.000000 Penalty: 5800.126953
	Iteration 70Q: 3 clusters Score -1.492761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -14927605.000000 Penalty: 5800.126953
	Iteration 71Q: 3 clusters Score -1.49276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -14927607.000000 Penalty: 5800.126953
	Iteration 72Q: 3 clusters Score -1.492761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -14927626.000000 Penalty: 5800.126953
	Iteration 73Q: 3 clusters Score -1.492763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -14927623.000000 Penalty: 5800.126953
	Iteration 74Q: 3 clusters Score -1.492762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -14927633.000000 Penalty: 5800.126953
	Iteration 75Q: 3 clusters Score -1.492763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -14927632.000000 Penalty: 5800.126953
	Iteration 76Q: 3 clusters Score -1.492763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -14927633.000000 Penalty: 5800.126953
	Iteration 77Q: 3 clusters Score -1.492763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -14927633.000000 Penalty: 5800.126953
	Iteration 78F: 3 clusters Score -1.492763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Entering Unmasked Estep 
Score: -10238954.000000 Penalty: 2788.284668
	Iteration 0F: 2 clusters Score -1.023895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -10187838.000000 Penalty: 5576.569336
	Iteration 0F: 3 clusters Score -1.018784e+07 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -10207783.000000 Penalty: 5576.569336
	Iteration 1F: 3 clusters Score -1.020778e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10208456.000000 Penalty: 5576.569336
	Iteration 2Q: 3 clusters Score -1.020846e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -10209151.000000 Penalty: 5576.569336
	Iteration 3Q: 3 clusters Score -1.020915e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -10209989.000000 Penalty: 5576.569336
	Iteration 4Q: 3 clusters Score -1.020999e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -10211429.000000 Penalty: 5576.569336
	Iteration 5Q: 3 clusters Score -1.021143e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -10213876.000000 Penalty: 5576.569336
	Iteration 6F: 3 clusters Score -1.021388e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -10218072.000000 Penalty: 5576.569336
	Iteration 7F: 3 clusters Score -1.021807e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -10224284.000000 Penalty: 5576.569336
	Iteration 8F: 3 clusters Score -1.022428e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -10230489.000000 Penalty: 5576.569336
	Iteration 9F: 3 clusters Score -1.023049e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -10234454.000000 Penalty: 5576.569336
	Iteration 10F: 3 clusters Score -1.023445e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10236007.000000 Penalty: 5576.569336
	Iteration 11Q: 3 clusters Score -1.023601e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -10236532.000000 Penalty: 5576.569336
	Iteration 12Q: 3 clusters Score -1.023653e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -10236728.000000 Penalty: 5576.569336
	Iteration 13Q: 3 clusters Score -1.023673e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10236847.000000 Penalty: 5576.569336
	Iteration 14Q: 3 clusters Score -1.023685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -10236907.000000 Penalty: 5576.569336
	Iteration 15Q: 3 clusters Score -1.023691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10236965.000000 Penalty: 5576.569336
	Iteration 16Q: 3 clusters Score -1.023696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -10236997.000000 Penalty: 5576.569336
	Iteration 17Q: 3 clusters Score -1.0237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -10237037.000000 Penalty: 5576.569336
	Iteration 18Q: 3 clusters Score -1.023704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -10237070.000000 Penalty: 5576.569336
	Iteration 19Q: 3 clusters Score -1.023707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -10237103.000000 Penalty: 5576.569336
	Iteration 20F: 3 clusters Score -1.02371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -10237131.000000 Penalty: 5576.569336
	Iteration 21Q: 3 clusters Score -1.023713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -10237152.000000 Penalty: 5576.569336
	Iteration 22Q: 3 clusters Score -1.023715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -10237153.000000 Penalty: 5576.569336
	Iteration 23Q: 3 clusters Score -1.023715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10237171.000000 Penalty: 5576.569336
	Iteration 24Q: 3 clusters Score -1.023717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10237176.000000 Penalty: 5576.569336
	Iteration 25Q: 3 clusters Score -1.023718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10237167.000000 Penalty: 5576.569336
	Iteration 26Q: 3 clusters Score -1.023717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10237167.000000 Penalty: 5576.569336
	Iteration 27F: 3 clusters Score -1.023717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Entering Unmasked Estep 
Score: -2334246.000000 Penalty: 2419.754150
	Iteration 0F: 2 clusters Score -2334246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2321796.000000 Penalty: 4839.508301
	Iteration 0F: 3 clusters Score -2321796 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2325893.250000 Penalty: 4839.508301
	Iteration 1F: 3 clusters Score -2325893 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2326350.500000 Penalty: 4839.508301
	Iteration 2F: 3 clusters Score -2326350 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2326724.750000 Penalty: 4839.508301
	Iteration 3F: 3 clusters Score -2326725 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2327049.500000 Penalty: 4839.508301
	Iteration 4Q: 3 clusters Score -2327050 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2327396.000000 Penalty: 4839.508301
	Iteration 5Q: 3 clusters Score -2327396 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2327804.000000 Penalty: 4839.508301
	Iteration 6Q: 3 clusters Score -2327804 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2328232.750000 Penalty: 4839.508301
	Iteration 7Q: 3 clusters Score -2328233 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2328747.000000 Penalty: 4839.508301
	Iteration 8Q: 3 clusters Score -2328747 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2329401.750000 Penalty: 4839.508301
	Iteration 9F: 3 clusters Score -2329402 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2330130.750000 Penalty: 4839.508301
	Iteration 10F: 3 clusters Score -2330131 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2330785.250000 Penalty: 4839.508301
	Iteration 11Q: 3 clusters Score -2330785 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2331317.250000 Penalty: 4839.508301
	Iteration 12Q: 3 clusters Score -2331317 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2331588.500000 Penalty: 4839.508301
	Iteration 13Q: 3 clusters Score -2331588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2331722.250000 Penalty: 4839.508301
	Iteration 14Q: 3 clusters Score -2331722 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2331802.000000 Penalty: 4839.508301
	Iteration 15Q: 3 clusters Score -2331802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2331855.250000 Penalty: 4839.508301
	Iteration 16Q: 3 clusters Score -2331855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2331910.250000 Penalty: 4839.508301
	Iteration 17Q: 3 clusters Score -2331910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2331956.500000 Penalty: 4839.508301
	Iteration 18Q: 3 clusters Score -2331956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2331983.500000 Penalty: 4839.508301
	Iteration 19Q: 3 clusters Score -2331984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2332022.000000 Penalty: 4839.508301
	Iteration 20F: 3 clusters Score -2332022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2332062.000000 Penalty: 4839.508301
	Iteration 21Q: 3 clusters Score -2332062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2332074.250000 Penalty: 4839.508301
	Iteration 22Q: 3 clusters Score -2332074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2332095.750000 Penalty: 4839.508301
	Iteration 23Q: 3 clusters Score -2332096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2332103.500000 Penalty: 4839.508301
	Iteration 24Q: 3 clusters Score -2332104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2332119.000000 Penalty: 4839.508301
	Iteration 25Q: 3 clusters Score -2332119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2332123.500000 Penalty: 4839.508301
	Iteration 26Q: 3 clusters Score -2332124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2332130.000000 Penalty: 4839.508301
	Iteration 27Q: 3 clusters Score -2332130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2332137.500000 Penalty: 4839.508301
	Iteration 28Q: 3 clusters Score -2332138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2332141.250000 Penalty: 4839.508301
	Iteration 29Q: 3 clusters Score -2332141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2332147.750000 Penalty: 4839.508301
	Iteration 30Q: 3 clusters Score -2332148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2332150.750000 Penalty: 4839.508301
	Iteration 31Q: 3 clusters Score -2332151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2332160.500000 Penalty: 4839.508301
	Iteration 32Q: 3 clusters Score -2332160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2332164.500000 Penalty: 4839.508301
	Iteration 33Q: 3 clusters Score -2332164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2332174.750000 Penalty: 4839.508301
	Iteration 34Q: 3 clusters Score -2332175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2332183.750000 Penalty: 4839.508301
	Iteration 35Q: 3 clusters Score -2332184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2332200.000000 Penalty: 4839.508301
	Iteration 36Q: 3 clusters Score -2332200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2332212.750000 Penalty: 4839.508301
	Iteration 37Q: 3 clusters Score -2332213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2332219.000000 Penalty: 4839.508301
	Iteration 38Q: 3 clusters Score -2332219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2332229.250000 Penalty: 4839.508301
	Iteration 39Q: 3 clusters Score -2332229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2332244.250000 Penalty: 4839.508301
	Iteration 40F: 3 clusters Score -2332244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2332262.750000 Penalty: 4839.508301
	Iteration 41Q: 3 clusters Score -2332263 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2332288.250000 Penalty: 4839.508301
	Iteration 42Q: 3 clusters Score -2332288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2332330.000000 Penalty: 4839.508301
	Iteration 43Q: 3 clusters Score -2332330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2332374.000000 Penalty: 4839.508301
	Iteration 44Q: 3 clusters Score -2332374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2332442.000000 Penalty: 4839.508301
	Iteration 45Q: 3 clusters Score -2332442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2332528.750000 Penalty: 4839.508301
	Iteration 46Q: 3 clusters Score -2332529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2332653.500000 Penalty: 4839.508301
	Iteration 47Q: 3 clusters Score -2332654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2332758.000000 Penalty: 4839.508301
	Iteration 48Q: 3 clusters Score -2332758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2332821.250000 Penalty: 4839.508301
	Iteration 49Q: 3 clusters Score -2332821 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2332861.750000 Penalty: 4839.508301
	Iteration 50Q: 3 clusters Score -2332862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2332884.750000 Penalty: 4839.508301
	Iteration 51Q: 3 clusters Score -2332885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2332894.250000 Penalty: 4839.508301
	Iteration 52Q: 3 clusters Score -2332894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2332912.000000 Penalty: 4839.508301
	Iteration 53Q: 3 clusters Score -2332912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2332921.500000 Penalty: 4839.508301
	Iteration 54Q: 3 clusters Score -2332922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2332932.750000 Penalty: 4839.508301
	Iteration 55Q: 3 clusters Score -2332933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2332934.750000 Penalty: 4839.508301
	Iteration 56Q: 3 clusters Score -2332935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2332931.750000 Penalty: 4839.508301
	Iteration 57Q: 3 clusters Score -2332932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2332939.000000 Penalty: 4839.508301
	Iteration 58Q: 3 clusters Score -2332939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2332935.500000 Penalty: 4839.508301
	Iteration 59Q: 3 clusters Score -2332936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2332939.750000 Penalty: 4839.508301
	Iteration 60F: 3 clusters Score -2332940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -849991.750000 Penalty: 2184.660889
	Iteration 0F: 2 clusters Score -849991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -844385.562500 Penalty: 4369.321777
	Iteration 0F: 3 clusters Score -844385.6 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -845912.625000 Penalty: 4369.321777
	Iteration 1F: 3 clusters Score -845912.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -846237.437500 Penalty: 4369.321777
	Iteration 2F: 3 clusters Score -846237.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -846546.625000 Penalty: 4369.321777
	Iteration 3F: 3 clusters Score -846546.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -846862.562500 Penalty: 4369.321777
	Iteration 4F: 3 clusters Score -846862.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -847162.437500 Penalty: 4369.321777
	Iteration 5F: 3 clusters Score -847162.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -847414.312500 Penalty: 4369.321777
	Iteration 6F: 3 clusters Score -847414.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -847619.187500 Penalty: 4369.321777
	Iteration 7Q: 3 clusters Score -847619.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -847794.000000 Penalty: 4369.321777
	Iteration 8Q: 3 clusters Score -847794 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -847948.812500 Penalty: 4369.321777
	Iteration 9Q: 3 clusters Score -847948.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -848087.875000 Penalty: 4369.321777
	Iteration 10Q: 3 clusters Score -848087.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -848210.125000 Penalty: 4369.321777
	Iteration 11Q: 3 clusters Score -848210.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -848335.875000 Penalty: 4369.321777
	Iteration 12Q: 3 clusters Score -848335.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -848451.625000 Penalty: 4369.321777
	Iteration 13Q: 3 clusters Score -848451.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -848541.187500 Penalty: 4369.321777
	Iteration 14Q: 3 clusters Score -848541.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -848592.062500 Penalty: 4369.321777
	Iteration 15Q: 3 clusters Score -848592.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -848627.187500 Penalty: 4369.321777
	Iteration 16Q: 3 clusters Score -848627.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -848648.312500 Penalty: 4369.321777
	Iteration 17Q: 3 clusters Score -848648.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -848666.875000 Penalty: 4369.321777
	Iteration 18Q: 3 clusters Score -848666.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -848679.687500 Penalty: 4369.321777
	Iteration 19Q: 3 clusters Score -848679.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -848694.125000 Penalty: 4369.321777
	Iteration 20F: 3 clusters Score -848694.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -848713.000000 Penalty: 4369.321777
	Iteration 21Q: 3 clusters Score -848713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -848724.062500 Penalty: 4369.321777
	Iteration 22Q: 3 clusters Score -848724.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -848743.812500 Penalty: 4369.321777
	Iteration 23Q: 3 clusters Score -848743.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -848768.937500 Penalty: 4369.321777
	Iteration 24Q: 3 clusters Score -848768.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -848791.437500 Penalty: 4369.321777
	Iteration 25Q: 3 clusters Score -848791.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -848807.437500 Penalty: 4369.321777
	Iteration 26Q: 3 clusters Score -848807.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -848824.750000 Penalty: 4369.321777
	Iteration 27Q: 3 clusters Score -848824.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -848840.687500 Penalty: 4369.321777
	Iteration 28Q: 3 clusters Score -848840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -848855.687500 Penalty: 4369.321777
	Iteration 29Q: 3 clusters Score -848855.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -848868.687500 Penalty: 4369.321777
	Iteration 30Q: 3 clusters Score -848868.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -848879.000000 Penalty: 4369.321777
	Iteration 31Q: 3 clusters Score -848879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -848890.875000 Penalty: 4369.321777
	Iteration 32Q: 3 clusters Score -848890.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -848905.375000 Penalty: 4369.321777
	Iteration 33Q: 3 clusters Score -848905.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -848912.687500 Penalty: 4369.321777
	Iteration 34Q: 3 clusters Score -848912.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -848922.562500 Penalty: 4369.321777
	Iteration 35Q: 3 clusters Score -848922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -848924.312500 Penalty: 4369.321777
	Iteration 36Q: 3 clusters Score -848924.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -848926.312500 Penalty: 4369.321777
	Iteration 37Q: 3 clusters Score -848926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -848926.562500 Penalty: 4369.321777
	Iteration 38Q: 3 clusters Score -848926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -848931.062500 Penalty: 4369.321777
	Iteration 39Q: 3 clusters Score -848931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -848931.000000 Penalty: 4369.321777
	Iteration 40F: 3 clusters Score -848931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -848932.500000 Penalty: 4369.321777
	Iteration 41Q: 3 clusters Score -848932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -848932.687500 Penalty: 4369.321777
	Iteration 42Q: 3 clusters Score -848932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -848932.875000 Penalty: 4369.321777
	Iteration 43Q: 3 clusters Score -848932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -848935.437500 Penalty: 4369.321777
	Iteration 44Q: 3 clusters Score -848935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -848935.687500 Penalty: 4369.321777
	Iteration 45Q: 3 clusters Score -848935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -848935.375000 Penalty: 4369.321777
	Iteration 46Q: 3 clusters Score -848935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -848935.375000 Penalty: 4369.321777
	Iteration 47Q: 3 clusters Score -848935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -848935.375000 Penalty: 4369.321777
	Iteration 48F: 3 clusters Score -848935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -433887.593750 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -433887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -430391.718750 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -430391.7 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -431123.406250 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -431123.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -431282.812500 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -431282.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -431383.625000 Penalty: 4041.198242
	Iteration 3Q: 3 clusters Score -431383.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -431467.093750 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -431467.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -431545.562500 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -431545.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -431613.281250 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -431613.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -431658.656250 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -431658.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -431711.062500 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -431711.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -431763.187500 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -431763.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -431812.312500 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -431812.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -431862.531250 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -431862.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -431912.812500 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -431912.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -431966.031250 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -431966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -432021.218750 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -432021.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -432072.468750 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -432072.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -432119.093750 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -432119.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -432163.468750 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -432163.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -432209.937500 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -432209.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -432231.000000 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -432231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -432243.687500 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -432243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -432249.531250 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -432249.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -432255.062500 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -432255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -432258.812500 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -432258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -432265.375000 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -432265.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -432273.437500 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -432273.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -432285.531250 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -432285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -432293.343750 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -432293.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -432305.718750 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -432305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -432311.750000 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -432311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -432315.656250 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -432315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -432320.281250 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -432320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -432319.843750 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -432319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -432321.406250 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -432321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -432323.218750 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -432323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -432326.937500 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -432326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -432328.937500 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -432328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -432330.937500 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -432330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -432336.156250 Penalty: 4041.198242
	Iteration 38Q: 3 clusters Score -432336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -432339.875000 Penalty: 4041.198242
	Iteration 39Q: 3 clusters Score -432339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -432346.656250 Penalty: 4041.198242
	Iteration 40F: 3 clusters Score -432346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -432351.375000 Penalty: 4041.198242
	Iteration 41Q: 3 clusters Score -432351.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -432354.656250 Penalty: 4041.198242
	Iteration 42Q: 3 clusters Score -432354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -432358.031250 Penalty: 4041.198242
	Iteration 43Q: 3 clusters Score -432358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -432359.312500 Penalty: 4041.198242
	Iteration 44Q: 3 clusters Score -432359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -432359.250000 Penalty: 4041.198242
	Iteration 45Q: 3 clusters Score -432359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -432359.406250 Penalty: 4041.198242
	Iteration 46Q: 3 clusters Score -432359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -432360.625000 Penalty: 4041.198242
	Iteration 47Q: 3 clusters Score -432360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -432360.625000 Penalty: 4041.198242
	Iteration 48F: 3 clusters Score -432360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Entering Unmasked Estep 
Score: -1838112.750000 Penalty: 2369.409668
	Iteration 0F: 2 clusters Score -1838113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1827783.875000 Penalty: 4738.819336
	Iteration 0F: 3 clusters Score -1827784 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1831088.000000 Penalty: 4738.819336
	Iteration 1F: 3 clusters Score -1831088 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1831416.375000 Penalty: 4738.819336
	Iteration 2F: 3 clusters Score -1831416 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1831686.000000 Penalty: 4738.819336
	Iteration 3Q: 3 clusters Score -1831686 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1831935.750000 Penalty: 4738.819336
	Iteration 4Q: 3 clusters Score -1831936 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1832279.125000 Penalty: 4738.819336
	Iteration 5Q: 3 clusters Score -1832279 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1832666.875000 Penalty: 4738.819336
	Iteration 6Q: 3 clusters Score -1832667 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1832995.500000 Penalty: 4738.819336
	Iteration 7Q: 3 clusters Score -1832996 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1833328.875000 Penalty: 4738.819336
	Iteration 8Q: 3 clusters Score -1833329 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1833699.750000 Penalty: 4738.819336
	Iteration 9Q: 3 clusters Score -1833700 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1834164.500000 Penalty: 4738.819336
	Iteration 10F: 3 clusters Score -1834164 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1834684.375000 Penalty: 4738.819336
	Iteration 11F: 3 clusters Score -1834684 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1835192.875000 Penalty: 4738.819336
	Iteration 12Q: 3 clusters Score -1835193 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1835630.125000 Penalty: 4738.819336
	Iteration 13Q: 3 clusters Score -1835630 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1835986.625000 Penalty: 4738.819336
	Iteration 14Q: 3 clusters Score -1835987 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1836273.250000 Penalty: 4738.819336
	Iteration 15Q: 3 clusters Score -1836273 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1836553.250000 Penalty: 4738.819336
	Iteration 16Q: 3 clusters Score -1836553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1836792.250000 Penalty: 4738.819336
	Iteration 17Q: 3 clusters Score -1836792 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1836975.625000 Penalty: 4738.819336
	Iteration 18Q: 3 clusters Score -1836976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1837124.375000 Penalty: 4738.819336
	Iteration 19Q: 3 clusters Score -1837124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1837210.750000 Penalty: 4738.819336
	Iteration 20F: 3 clusters Score -1837211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1837273.125000 Penalty: 4738.819336
	Iteration 21Q: 3 clusters Score -1837273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1837309.500000 Penalty: 4738.819336
	Iteration 22Q: 3 clusters Score -1837310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1837327.625000 Penalty: 4738.819336
	Iteration 23Q: 3 clusters Score -1837328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1837333.625000 Penalty: 4738.819336
	Iteration 24Q: 3 clusters Score -1837334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1837345.000000 Penalty: 4738.819336
	Iteration 25Q: 3 clusters Score -1837345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1837344.625000 Penalty: 4738.819336
	Iteration 26Q: 3 clusters Score -1837345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1837344.125000 Penalty: 4738.819336
	Iteration 27Q: 3 clusters Score -1837344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1837346.750000 Penalty: 4738.819336
	Iteration 28Q: 3 clusters Score -1837347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1837350.750000 Penalty: 4738.819336
	Iteration 29Q: 3 clusters Score -1837351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1837350.875000 Penalty: 4738.819336
	Iteration 30Q: 3 clusters Score -1837351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1837351.750000 Penalty: 4738.819336
	Iteration 31Q: 3 clusters Score -1837352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1837352.375000 Penalty: 4738.819336
	Iteration 32Q: 3 clusters Score -1837352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1837350.250000 Penalty: 4738.819336
	Iteration 33Q: 3 clusters Score -1837350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1837354.125000 Penalty: 4738.819336
	Iteration 34Q: 3 clusters Score -1837354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1837355.375000 Penalty: 4738.819336
	Iteration 35Q: 3 clusters Score -1837355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1837357.500000 Penalty: 4738.819336
	Iteration 36Q: 3 clusters Score -1837358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1837358.750000 Penalty: 4738.819336
	Iteration 37Q: 3 clusters Score -1837359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1837360.875000 Penalty: 4738.819336
	Iteration 38Q: 3 clusters Score -1837361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1837361.500000 Penalty: 4738.819336
	Iteration 39Q: 3 clusters Score -1837362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1837360.125000 Penalty: 4738.819336
	Iteration 40F: 3 clusters Score -1837360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1837361.625000 Penalty: 4738.819336
	Iteration 41Q: 3 clusters Score -1837362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1837361.375000 Penalty: 4738.819336
	Iteration 42Q: 3 clusters Score -1837361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1837361.375000 Penalty: 4738.819336
	Iteration 43F: 3 clusters Score -1837361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79346 members 
Mstep: Class 16 contains 138415 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126579 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132464.000000 Penalty: 119358.375000
Iteration 439Q: 35 clusters Score -1.811325e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227457 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79345 members 
Mstep: Class 16 contains 138423 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126569 members 
Mstep: Class 20 contains 104739 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119828 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132496.000000 Penalty: 119358.375000
Iteration 440F: 35 clusters Score -1.811325e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227457 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138430 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126563 members 
Mstep: Class 20 contains 104738 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119827 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 441Q: 35 clusters Score -1.811325e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227454 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21042 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79344 members 
Mstep: Class 16 contains 138447 members 
Mstep: Class 17 contains 69276 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126552 members 
Mstep: Class 20 contains 104737 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119828 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 442Q: 35 clusters Score -1.811326e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 227450 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79342 members 
Mstep: Class 16 contains 138461 members 
Mstep: Class 17 contains 69277 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126544 members 
Mstep: Class 20 contains 104735 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119828 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 443Q: 35 clusters Score -1.811326e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 227447 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79341 members 
Mstep: Class 16 contains 138470 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126538 members 
Mstep: Class 20 contains 104734 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119830 members 
Mstep: Class 30 contains 76346 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 444Q: 35 clusters Score -1.811325e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227444 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79338 members 
Mstep: Class 16 contains 138484 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126530 members 
Mstep: Class 20 contains 104731 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119834 members 
Mstep: Class 30 contains 76343 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 445Q: 35 clusters Score -1.811326e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227442 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138492 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126525 members 
Mstep: Class 20 contains 104730 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 76344 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 446Q: 35 clusters Score -1.811325e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227442 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138500 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126513 members 
Mstep: Class 20 contains 104730 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119838 members 
Mstep: Class 30 contains 76346 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132528.000000 Penalty: 119358.375000
Iteration 447Q: 35 clusters Score -1.811325e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227442 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138506 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126505 members 
Mstep: Class 20 contains 104730 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 76347 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132496.000000 Penalty: 119358.375000
Iteration 448Q: 35 clusters Score -1.811325e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227438 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138513 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126501 members 
Mstep: Class 20 contains 104728 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119841 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 449Q: 35 clusters Score -1.811326e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227437 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138521 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126497 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 450Q: 35 clusters Score -1.811326e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227432 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138529 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126494 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 451Q: 35 clusters Score -1.811326e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227429 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138537 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126488 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 452Q: 35 clusters Score -1.811327e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227426 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138541 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126489 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119839 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 453Q: 35 clusters Score -1.811326e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227422 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138547 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126486 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119839 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 454Q: 35 clusters Score -1.811326e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227420 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138558 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126481 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 455Q: 35 clusters Score -1.811326e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227419 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21043 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138568 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126473 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41257 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119836 members 
Mstep: Class 30 contains 76349 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 456Q: 35 clusters Score -1.811327e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227419 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138576 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126462 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119837 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 457Q: 35 clusters Score -1.811327e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227419 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 138586 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126451 members 
Mstep: Class 20 contains 104726 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119838 members 
Mstep: Class 30 contains 76350 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 458Q: 35 clusters Score -1.811326e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227420 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 138596 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126441 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119841 members 
Mstep: Class 30 contains 76348 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 459Q: 35 clusters Score -1.811326e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227422 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 138598 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126436 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119841 members 
Mstep: Class 30 contains 76347 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132704.000000 Penalty: 119358.375000
Iteration 460F: 35 clusters Score -1.811327e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227424 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 138611 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126424 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 76342 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132544.000000 Penalty: 119358.375000
Iteration 461Q: 35 clusters Score -1.811325e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227426 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138622 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126418 members 
Mstep: Class 20 contains 104721 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119837 members 
Mstep: Class 30 contains 76339 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 462Q: 35 clusters Score -1.811326e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227425 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138627 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126417 members 
Mstep: Class 20 contains 104718 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119839 members 
Mstep: Class 30 contains 76337 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132576.000000 Penalty: 119358.375000
Iteration 463Q: 35 clusters Score -1.811326e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227423 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138632 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126415 members 
Mstep: Class 20 contains 104715 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119841 members 
Mstep: Class 30 contains 76337 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 464Q: 35 clusters Score -1.811326e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227423 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138640 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126405 members 
Mstep: Class 20 contains 104715 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119845 members 
Mstep: Class 30 contains 76336 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 465Q: 35 clusters Score -1.811326e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227424 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138649 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126396 members 
Mstep: Class 20 contains 104716 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119844 members 
Mstep: Class 30 contains 76336 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 466Q: 35 clusters Score -1.811326e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227420 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138667 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126382 members 
Mstep: Class 20 contains 104717 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119844 members 
Mstep: Class 30 contains 76334 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132560.000000 Penalty: 119358.375000
Iteration 467Q: 35 clusters Score -1.811326e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227414 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67823 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 138682 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126372 members 
Mstep: Class 20 contains 104716 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119846 members 
Mstep: Class 30 contains 76333 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 468Q: 35 clusters Score -1.811326e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227413 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79336 members 
Mstep: Class 16 contains 138695 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126364 members 
Mstep: Class 20 contains 104715 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41257 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119845 members 
Mstep: Class 30 contains 76334 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 469Q: 35 clusters Score -1.811326e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227411 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138707 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126356 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119847 members 
Mstep: Class 30 contains 76335 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 470Q: 35 clusters Score -1.811326e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227411 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138722 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126349 members 
Mstep: Class 20 contains 104711 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119845 members 
Mstep: Class 30 contains 76333 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132592.000000 Penalty: 119358.375000
Iteration 471Q: 35 clusters Score -1.811326e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227411 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138733 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126341 members 
Mstep: Class 20 contains 104711 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119846 members 
Mstep: Class 30 contains 76329 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 472Q: 35 clusters Score -1.811326e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227408 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138751 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126325 members 
Mstep: Class 20 contains 104712 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119846 members 
Mstep: Class 30 contains 76328 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 473Q: 35 clusters Score -1.811327e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227407 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138768 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126311 members 
Mstep: Class 20 contains 104712 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119845 members 
Mstep: Class 30 contains 76327 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 474Q: 35 clusters Score -1.811326e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227408 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138780 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126296 members 
Mstep: Class 20 contains 104712 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119850 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17274 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132608.000000 Penalty: 119358.375000
Iteration 475Q: 35 clusters Score -1.811326e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227406 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138794 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126283 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119850 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 476Q: 35 clusters Score -1.811327e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18542 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227404 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138808 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126273 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 477Q: 35 clusters Score -1.811327e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227404 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138826 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126257 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 478Q: 35 clusters Score -1.811327e+08 nChanged 43
Entering ConstructFrom: 
Score: -181132688.000000 Penalty: 119358.375000
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -159768.843750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -159768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157712.203125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157712.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158078.734375 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158078.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158326.859375 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158326.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158751.468750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -158751.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159167.609375 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -159167.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -159432.671875 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -159432.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -159621.546875 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -159621.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -159710.500000 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -159710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159741.203125 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -159741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -159753.140625 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -159768.093750 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -159772.984375 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -159774.421875 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -159777.859375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -159783.156250 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -159783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159789.140625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -159789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -159791.656250 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -159791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159797.968750 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -159798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159797.968750 Penalty: 3540.484131
	Iteration 18F: 3 clusters Score -159798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227400 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138851 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126236 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 344 members 
Entering Unmasked Estep 
Score: -181130832.000000 Penalty: 122868.914062
Splitting cluster 1 changes total score from -181132688.000000 to -181130832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -795658.437500 Penalty: 2175.684082
	Iteration 0F: 2 clusters Score -795658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -790275.250000 Penalty: 4351.368164
	Iteration 0F: 3 clusters Score -790275.2 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -791706.125000 Penalty: 4351.368164
	Iteration 1F: 3 clusters Score -791706.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -792021.500000 Penalty: 4351.368164
	Iteration 2F: 3 clusters Score -792021.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -792255.062500 Penalty: 4351.368164
	Iteration 3F: 3 clusters Score -792255.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -792494.000000 Penalty: 4351.368164
	Iteration 4F: 3 clusters Score -792494 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -792726.937500 Penalty: 4351.368164
	Iteration 5Q: 3 clusters Score -792726.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -792948.437500 Penalty: 4351.368164
	Iteration 6Q: 3 clusters Score -792948.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -793150.750000 Penalty: 4351.368164
	Iteration 7Q: 3 clusters Score -793150.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -793370.437500 Penalty: 4351.368164
	Iteration 8Q: 3 clusters Score -793370.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -793544.937500 Penalty: 4351.368164
	Iteration 9Q: 3 clusters Score -793544.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -793698.875000 Penalty: 4351.368164
	Iteration 10Q: 3 clusters Score -793698.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -793835.312500 Penalty: 4351.368164
	Iteration 11Q: 3 clusters Score -793835.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -793948.625000 Penalty: 4351.368164
	Iteration 12Q: 3 clusters Score -793948.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -794015.625000 Penalty: 4351.368164
	Iteration 13Q: 3 clusters Score -794015.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -794051.812500 Penalty: 4351.368164
	Iteration 14Q: 3 clusters Score -794051.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -794073.875000 Penalty: 4351.368164
	Iteration 15Q: 3 clusters Score -794073.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -794088.500000 Penalty: 4351.368164
	Iteration 16Q: 3 clusters Score -794088.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -794101.687500 Penalty: 4351.368164
	Iteration 17Q: 3 clusters Score -794101.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -794111.625000 Penalty: 4351.368164
	Iteration 18Q: 3 clusters Score -794111.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -794119.875000 Penalty: 4351.368164
	Iteration 19Q: 3 clusters Score -794119.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -794130.437500 Penalty: 4351.368164
	Iteration 20F: 3 clusters Score -794130.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -794148.250000 Penalty: 4351.368164
	Iteration 21Q: 3 clusters Score -794148.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -794173.750000 Penalty: 4351.368164
	Iteration 22Q: 3 clusters Score -794173.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -794187.687500 Penalty: 4351.368164
	Iteration 23Q: 3 clusters Score -794187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -794198.312500 Penalty: 4351.368164
	Iteration 24Q: 3 clusters Score -794198.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -794214.062500 Penalty: 4351.368164
	Iteration 25Q: 3 clusters Score -794214.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -794228.937500 Penalty: 4351.368164
	Iteration 26Q: 3 clusters Score -794228.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -794243.500000 Penalty: 4351.368164
	Iteration 27Q: 3 clusters Score -794243.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -794259.000000 Penalty: 4351.368164
	Iteration 28Q: 3 clusters Score -794259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -794275.437500 Penalty: 4351.368164
	Iteration 29Q: 3 clusters Score -794275.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -794294.875000 Penalty: 4351.368164
	Iteration 30Q: 3 clusters Score -794294.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -794306.937500 Penalty: 4351.368164
	Iteration 31Q: 3 clusters Score -794306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -794313.437500 Penalty: 4351.368164
	Iteration 32Q: 3 clusters Score -794313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -794317.750000 Penalty: 4351.368164
	Iteration 33Q: 3 clusters Score -794317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -794325.000000 Penalty: 4351.368164
	Iteration 34Q: 3 clusters Score -794325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -794335.500000 Penalty: 4351.368164
	Iteration 35Q: 3 clusters Score -794335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -794344.750000 Penalty: 4351.368164
	Iteration 36Q: 3 clusters Score -794344.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -794349.625000 Penalty: 4351.368164
	Iteration 37Q: 3 clusters Score -794349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -794351.812500 Penalty: 4351.368164
	Iteration 38Q: 3 clusters Score -794351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -794356.000000 Penalty: 4351.368164
	Iteration 39Q: 3 clusters Score -794356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -794359.750000 Penalty: 4351.368164
	Iteration 40F: 3 clusters Score -794359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -794363.625000 Penalty: 4351.368164
	Iteration 41Q: 3 clusters Score -794363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -794372.562500 Penalty: 4351.368164
	Iteration 42Q: 3 clusters Score -794372.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -794378.187500 Penalty: 4351.368164
	Iteration 43Q: 3 clusters Score -794378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -794380.000000 Penalty: 4351.368164
	Iteration 44Q: 3 clusters Score -794380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -794384.812500 Penalty: 4351.368164
	Iteration 45Q: 3 clusters Score -794384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -794391.000000 Penalty: 4351.368164
	Iteration 46Q: 3 clusters Score -794391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -794398.937500 Penalty: 4351.368164
	Iteration 47Q: 3 clusters Score -794398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -794410.062500 Penalty: 4351.368164
	Iteration 48Q: 3 clusters Score -794410.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -794427.500000 Penalty: 4351.368164
	Iteration 49Q: 3 clusters Score -794427.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -794456.687500 Penalty: 4351.368164
	Iteration 50Q: 3 clusters Score -794456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -794498.125000 Penalty: 4351.368164
	Iteration 51Q: 3 clusters Score -794498.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -794542.437500 Penalty: 4351.368164
	Iteration 52Q: 3 clusters Score -794542.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -794578.812500 Penalty: 4351.368164
	Iteration 53Q: 3 clusters Score -794578.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -794616.125000 Penalty: 4351.368164
	Iteration 54Q: 3 clusters Score -794616.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -794643.500000 Penalty: 4351.368164
	Iteration 55Q: 3 clusters Score -794643.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -794664.937500 Penalty: 4351.368164
	Iteration 56Q: 3 clusters Score -794664.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -794676.062500 Penalty: 4351.368164
	Iteration 57Q: 3 clusters Score -794676.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -794695.437500 Penalty: 4351.368164
	Iteration 58Q: 3 clusters Score -794695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -794709.062500 Penalty: 4351.368164
	Iteration 59Q: 3 clusters Score -794709.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -794717.750000 Penalty: 4351.368164
	Iteration 60F: 3 clusters Score -794717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -794725.187500 Penalty: 4351.368164
	Iteration 61Q: 3 clusters Score -794725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -794732.562500 Penalty: 4351.368164
	Iteration 62Q: 3 clusters Score -794732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -794736.562500 Penalty: 4351.368164
	Iteration 63Q: 3 clusters Score -794736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -794740.312500 Penalty: 4351.368164
	Iteration 64Q: 3 clusters Score -794740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -794741.937500 Penalty: 4351.368164
	Iteration 65Q: 3 clusters Score -794741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -794741.625000 Penalty: 4351.368164
	Iteration 66Q: 3 clusters Score -794741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -794743.312500 Penalty: 4351.368164
	Iteration 67Q: 3 clusters Score -794743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -794744.875000 Penalty: 4351.368164
	Iteration 68Q: 3 clusters Score -794744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -794745.312500 Penalty: 4351.368164
	Iteration 69Q: 3 clusters Score -794745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -794745.750000 Penalty: 4351.368164
	Iteration 70Q: 3 clusters Score -794745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -794746.000000 Penalty: 4351.368164
	Iteration 71Q: 3 clusters Score -794746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -794745.812500 Penalty: 4351.368164
	Iteration 72Q: 3 clusters Score -794745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -794747.250000 Penalty: 4351.368164
	Iteration 73Q: 3 clusters Score -794747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -794747.250000 Penalty: 4351.368164
	Iteration 74F: 3 clusters Score -794747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Entering Unmasked Estep 
Score: -3748045.250000 Penalty: 2543.281006
	Iteration 0F: 2 clusters Score -3748045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3728684.500000 Penalty: 5086.562012
	Iteration 0F: 3 clusters Score -3728684 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3735729.500000 Penalty: 5086.562012
	Iteration 1F: 3 clusters Score -3735730 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3736211.500000 Penalty: 5086.562012
	Iteration 2Q: 3 clusters Score -3736212 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3736740.250000 Penalty: 5086.562012
	Iteration 3Q: 3 clusters Score -3736740 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3737321.000000 Penalty: 5086.562012
	Iteration 4Q: 3 clusters Score -3737321 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3737850.000000 Penalty: 5086.562012
	Iteration 5Q: 3 clusters Score -3737850 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3738301.750000 Penalty: 5086.562012
	Iteration 6Q: 3 clusters Score -3738302 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3738756.500000 Penalty: 5086.562012
	Iteration 7Q: 3 clusters Score -3738756 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3739178.000000 Penalty: 5086.562012
	Iteration 8Q: 3 clusters Score -3739178 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3739532.000000 Penalty: 5086.562012
	Iteration 9Q: 3 clusters Score -3739532 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3739836.750000 Penalty: 5086.562012
	Iteration 10Q: 3 clusters Score -3739837 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3740089.750000 Penalty: 5086.562012
	Iteration 11Q: 3 clusters Score -3740090 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3740329.500000 Penalty: 5086.562012
	Iteration 12Q: 3 clusters Score -3740330 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3740590.000000 Penalty: 5086.562012
	Iteration 13Q: 3 clusters Score -3740590 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3740823.000000 Penalty: 5086.562012
	Iteration 14Q: 3 clusters Score -3740823 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3741126.250000 Penalty: 5086.562012
	Iteration 15Q: 3 clusters Score -3741126 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3741488.500000 Penalty: 5086.562012
	Iteration 16Q: 3 clusters Score -3741488 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3741938.500000 Penalty: 5086.562012
	Iteration 17Q: 3 clusters Score -3741938 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3742576.000000 Penalty: 5086.562012
	Iteration 18Q: 3 clusters Score -3742576 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3743354.000000 Penalty: 5086.562012
	Iteration 19Q: 3 clusters Score -3743354 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3744078.500000 Penalty: 5086.562012
	Iteration 20F: 3 clusters Score -3744078 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3744534.750000 Penalty: 5086.562012
	Iteration 21Q: 3 clusters Score -3744535 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3744872.000000 Penalty: 5086.562012
	Iteration 22Q: 3 clusters Score -3744872 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3745170.000000 Penalty: 5086.562012
	Iteration 23Q: 3 clusters Score -3745170 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3745390.750000 Penalty: 5086.562012
	Iteration 24Q: 3 clusters Score -3745391 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3745561.500000 Penalty: 5086.562012
	Iteration 25Q: 3 clusters Score -3745562 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3745690.750000 Penalty: 5086.562012
	Iteration 26Q: 3 clusters Score -3745691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3745768.750000 Penalty: 5086.562012
	Iteration 27Q: 3 clusters Score -3745769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3745820.000000 Penalty: 5086.562012
	Iteration 28Q: 3 clusters Score -3745820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3745874.250000 Penalty: 5086.562012
	Iteration 29Q: 3 clusters Score -3745874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3745910.000000 Penalty: 5086.562012
	Iteration 30Q: 3 clusters Score -3745910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3745946.750000 Penalty: 5086.562012
	Iteration 31Q: 3 clusters Score -3745947 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3745965.750000 Penalty: 5086.562012
	Iteration 32Q: 3 clusters Score -3745966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3745979.000000 Penalty: 5086.562012
	Iteration 33Q: 3 clusters Score -3745979 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3746001.500000 Penalty: 5086.562012
	Iteration 34Q: 3 clusters Score -3746002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3746026.250000 Penalty: 5086.562012
	Iteration 35Q: 3 clusters Score -3746026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3746033.250000 Penalty: 5086.562012
	Iteration 36Q: 3 clusters Score -3746033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3746047.750000 Penalty: 5086.562012
	Iteration 37Q: 3 clusters Score -3746048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3746066.250000 Penalty: 5086.562012
	Iteration 38Q: 3 clusters Score -3746066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3746080.500000 Penalty: 5086.562012
	Iteration 39Q: 3 clusters Score -3746080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3746088.750000 Penalty: 5086.562012
	Iteration 40F: 3 clusters Score -3746089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3746101.500000 Penalty: 5086.562012
	Iteration 41Q: 3 clusters Score -3746102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3746115.000000 Penalty: 5086.562012
	Iteration 42Q: 3 clusters Score -3746115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3746119.750000 Penalty: 5086.562012
	Iteration 43Q: 3 clusters Score -3746120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3746133.250000 Penalty: 5086.562012
	Iteration 44Q: 3 clusters Score -3746133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3746139.500000 Penalty: 5086.562012
	Iteration 45Q: 3 clusters Score -3746140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3746141.750000 Penalty: 5086.562012
	Iteration 46Q: 3 clusters Score -3746142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3746138.750000 Penalty: 5086.562012
	Iteration 47Q: 3 clusters Score -3746139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3746141.000000 Penalty: 5086.562012
	Iteration 48Q: 3 clusters Score -3746141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3746141.000000 Penalty: 5086.562012
	Iteration 49Q: 3 clusters Score -3746141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3746149.250000 Penalty: 5086.562012
	Iteration 50Q: 3 clusters Score -3746149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3746147.500000 Penalty: 5086.562012
	Iteration 51Q: 3 clusters Score -3746148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3746159.250000 Penalty: 5086.562012
	Iteration 52Q: 3 clusters Score -3746159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3746157.000000 Penalty: 5086.562012
	Iteration 53Q: 3 clusters Score -3746157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3746154.500000 Penalty: 5086.562012
	Iteration 54Q: 3 clusters Score -3746154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3746157.500000 Penalty: 5086.562012
	Iteration 55Q: 3 clusters Score -3746158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3746162.000000 Penalty: 5086.562012
	Iteration 56Q: 3 clusters Score -3746162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3746170.000000 Penalty: 5086.562012
	Iteration 57Q: 3 clusters Score -3746170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3746171.500000 Penalty: 5086.562012
	Iteration 58Q: 3 clusters Score -3746172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3746172.250000 Penalty: 5086.562012
	Iteration 59Q: 3 clusters Score -3746172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3746178.000000 Penalty: 5086.562012
	Iteration 60F: 3 clusters Score -3746178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3746180.500000 Penalty: 5086.562012
	Iteration 61Q: 3 clusters Score -3746180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3746173.500000 Penalty: 5086.562012
	Iteration 62Q: 3 clusters Score -3746174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3746176.750000 Penalty: 5086.562012
	Iteration 63Q: 3 clusters Score -3746177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3746177.500000 Penalty: 5086.562012
	Iteration 64Q: 3 clusters Score -3746178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3746177.750000 Penalty: 5086.562012
	Iteration 65Q: 3 clusters Score -3746178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3746174.500000 Penalty: 5086.562012
	Iteration 66Q: 3 clusters Score -3746174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3746174.500000 Penalty: 5086.562012
	Iteration 67F: 3 clusters Score -3746174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Entering Unmasked Estep 
Score: -2505561.500000 Penalty: 2437.266113
	Iteration 0F: 2 clusters Score -2505562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2492490.750000 Penalty: 4874.532227
	Iteration 0F: 3 clusters Score -2492491 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2496803.500000 Penalty: 4874.532227
	Iteration 1F: 3 clusters Score -2496804 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2497154.750000 Penalty: 4874.532227
	Iteration 2F: 3 clusters Score -2497155 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2497398.250000 Penalty: 4874.532227
	Iteration 3Q: 3 clusters Score -2497398 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2497588.500000 Penalty: 4874.532227
	Iteration 4Q: 3 clusters Score -2497588 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2497752.000000 Penalty: 4874.532227
	Iteration 5Q: 3 clusters Score -2497752 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2497928.250000 Penalty: 4874.532227
	Iteration 6Q: 3 clusters Score -2497928 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2498113.000000 Penalty: 4874.532227
	Iteration 7Q: 3 clusters Score -2498113 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2498325.250000 Penalty: 4874.532227
	Iteration 8Q: 3 clusters Score -2498325 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2498589.750000 Penalty: 4874.532227
	Iteration 9Q: 3 clusters Score -2498590 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2498923.000000 Penalty: 4874.532227
	Iteration 10Q: 3 clusters Score -2498923 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2499307.500000 Penalty: 4874.532227
	Iteration 11Q: 3 clusters Score -2499308 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2499715.000000 Penalty: 4874.532227
	Iteration 12Q: 3 clusters Score -2499715 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2500178.000000 Penalty: 4874.532227
	Iteration 13Q: 3 clusters Score -2500178 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2500652.000000 Penalty: 4874.532227
	Iteration 14Q: 3 clusters Score -2500652 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2501123.500000 Penalty: 4874.532227
	Iteration 15Q: 3 clusters Score -2501124 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2501540.250000 Penalty: 4874.532227
	Iteration 16Q: 3 clusters Score -2501540 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2501874.000000 Penalty: 4874.532227
	Iteration 17Q: 3 clusters Score -2501874 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2502158.500000 Penalty: 4874.532227
	Iteration 18Q: 3 clusters Score -2502158 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2502394.250000 Penalty: 4874.532227
	Iteration 19Q: 3 clusters Score -2502394 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2502617.750000 Penalty: 4874.532227
	Iteration 20F: 3 clusters Score -2502618 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2502794.750000 Penalty: 4874.532227
	Iteration 21Q: 3 clusters Score -2502795 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2502929.500000 Penalty: 4874.532227
	Iteration 22Q: 3 clusters Score -2502930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2503029.250000 Penalty: 4874.532227
	Iteration 23Q: 3 clusters Score -2503029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2503102.250000 Penalty: 4874.532227
	Iteration 24Q: 3 clusters Score -2503102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2503155.500000 Penalty: 4874.532227
	Iteration 25Q: 3 clusters Score -2503156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2503209.250000 Penalty: 4874.532227
	Iteration 26Q: 3 clusters Score -2503209 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2503245.000000 Penalty: 4874.532227
	Iteration 27Q: 3 clusters Score -2503245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2503284.000000 Penalty: 4874.532227
	Iteration 28Q: 3 clusters Score -2503284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2503312.250000 Penalty: 4874.532227
	Iteration 29Q: 3 clusters Score -2503312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2503333.000000 Penalty: 4874.532227
	Iteration 30Q: 3 clusters Score -2503333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2503347.250000 Penalty: 4874.532227
	Iteration 31Q: 3 clusters Score -2503347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2503368.750000 Penalty: 4874.532227
	Iteration 32Q: 3 clusters Score -2503369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2503383.250000 Penalty: 4874.532227
	Iteration 33Q: 3 clusters Score -2503383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2503397.000000 Penalty: 4874.532227
	Iteration 34Q: 3 clusters Score -2503397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2503403.750000 Penalty: 4874.532227
	Iteration 35Q: 3 clusters Score -2503404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2503414.500000 Penalty: 4874.532227
	Iteration 36Q: 3 clusters Score -2503414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2503418.000000 Penalty: 4874.532227
	Iteration 37Q: 3 clusters Score -2503418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2503421.250000 Penalty: 4874.532227
	Iteration 38Q: 3 clusters Score -2503421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2503423.750000 Penalty: 4874.532227
	Iteration 39Q: 3 clusters Score -2503424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2503422.500000 Penalty: 4874.532227
	Iteration 40F: 3 clusters Score -2503422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2503432.750000 Penalty: 4874.532227
	Iteration 41Q: 3 clusters Score -2503433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2503433.750000 Penalty: 4874.532227
	Iteration 42Q: 3 clusters Score -2503434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2503434.750000 Penalty: 4874.532227
	Iteration 43Q: 3 clusters Score -2503435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2503441.000000 Penalty: 4874.532227
	Iteration 44Q: 3 clusters Score -2503441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2503442.000000 Penalty: 4874.532227
	Iteration 45Q: 3 clusters Score -2503442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2503445.000000 Penalty: 4874.532227
	Iteration 46Q: 3 clusters Score -2503445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2503450.250000 Penalty: 4874.532227
	Iteration 47Q: 3 clusters Score -2503450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2503451.000000 Penalty: 4874.532227
	Iteration 48Q: 3 clusters Score -2503451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2503453.000000 Penalty: 4874.532227
	Iteration 49Q: 3 clusters Score -2503453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2503455.250000 Penalty: 4874.532227
	Iteration 50Q: 3 clusters Score -2503455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2503459.750000 Penalty: 4874.532227
	Iteration 51Q: 3 clusters Score -2503460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2503458.500000 Penalty: 4874.532227
	Iteration 52Q: 3 clusters Score -2503458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2503465.250000 Penalty: 4874.532227
	Iteration 53Q: 3 clusters Score -2503465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2503465.500000 Penalty: 4874.532227
	Iteration 54Q: 3 clusters Score -2503466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2503468.750000 Penalty: 4874.532227
	Iteration 55Q: 3 clusters Score -2503469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2503471.250000 Penalty: 4874.532227
	Iteration 56Q: 3 clusters Score -2503471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2503472.000000 Penalty: 4874.532227
	Iteration 57Q: 3 clusters Score -2503472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2503469.250000 Penalty: 4874.532227
	Iteration 58Q: 3 clusters Score -2503469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2503474.000000 Penalty: 4874.532227
	Iteration 59Q: 3 clusters Score -2503474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2503477.500000 Penalty: 4874.532227
	Iteration 60F: 3 clusters Score -2503478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2503477.750000 Penalty: 4874.532227
	Iteration 61Q: 3 clusters Score -2503478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2503479.750000 Penalty: 4874.532227
	Iteration 62Q: 3 clusters Score -2503480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2503481.250000 Penalty: 4874.532227
	Iteration 63Q: 3 clusters Score -2503481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2503483.500000 Penalty: 4874.532227
	Iteration 64Q: 3 clusters Score -2503484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2503485.750000 Penalty: 4874.532227
	Iteration 65Q: 3 clusters Score -2503486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2503487.750000 Penalty: 4874.532227
	Iteration 66Q: 3 clusters Score -2503488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2503488.750000 Penalty: 4874.532227
	Iteration 67Q: 3 clusters Score -2503489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2503490.000000 Penalty: 4874.532227
	Iteration 68Q: 3 clusters Score -2503490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2503493.500000 Penalty: 4874.532227
	Iteration 69Q: 3 clusters Score -2503494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2503498.250000 Penalty: 4874.532227
	Iteration 70Q: 3 clusters Score -2503498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2503498.250000 Penalty: 4874.532227
	Iteration 71Q: 3 clusters Score -2503498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2503501.500000 Penalty: 4874.532227
	Iteration 72Q: 3 clusters Score -2503502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2503502.750000 Penalty: 4874.532227
	Iteration 73Q: 3 clusters Score -2503503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2503503.750000 Penalty: 4874.532227
	Iteration 74Q: 3 clusters Score -2503504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2503506.750000 Penalty: 4874.532227
	Iteration 75Q: 3 clusters Score -2503507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2503505.250000 Penalty: 4874.532227
	Iteration 76Q: 3 clusters Score -2503505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2503504.250000 Penalty: 4874.532227
	Iteration 77Q: 3 clusters Score -2503504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2503506.000000 Penalty: 4874.532227
	Iteration 78Q: 3 clusters Score -2503506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2503507.750000 Penalty: 4874.532227
	Iteration 79Q: 3 clusters Score -2503508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2503510.500000 Penalty: 4874.532227
	Iteration 80F: 3 clusters Score -2503510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2503515.500000 Penalty: 4874.532227
	Iteration 81Q: 3 clusters Score -2503516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2503514.250000 Penalty: 4874.532227
	Iteration 82Q: 3 clusters Score -2503514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2503519.000000 Penalty: 4874.532227
	Iteration 83Q: 3 clusters Score -2503519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2503519.250000 Penalty: 4874.532227
	Iteration 84Q: 3 clusters Score -2503519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2503520.500000 Penalty: 4874.532227
	Iteration 85Q: 3 clusters Score -2503520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2503521.750000 Penalty: 4874.532227
	Iteration 86Q: 3 clusters Score -2503522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2503520.500000 Penalty: 4874.532227
	Iteration 87Q: 3 clusters Score -2503520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2503524.500000 Penalty: 4874.532227
	Iteration 88Q: 3 clusters Score -2503524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2503521.750000 Penalty: 4874.532227
	Iteration 89Q: 3 clusters Score -2503522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2503523.750000 Penalty: 4874.532227
	Iteration 90Q: 3 clusters Score -2503524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2503521.500000 Penalty: 4874.532227
	Iteration 91Q: 3 clusters Score -2503522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2503523.000000 Penalty: 4874.532227
	Iteration 92Q: 3 clusters Score -2503523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2503525.500000 Penalty: 4874.532227
	Iteration 93Q: 3 clusters Score -2503526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2503526.250000 Penalty: 4874.532227
	Iteration 94Q: 3 clusters Score -2503526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2503530.750000 Penalty: 4874.532227
	Iteration 95Q: 3 clusters Score -2503531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2503532.250000 Penalty: 4874.532227
	Iteration 96Q: 3 clusters Score -2503532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2503532.750000 Penalty: 4874.532227
	Iteration 97Q: 3 clusters Score -2503533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2503532.750000 Penalty: 4874.532227
	Iteration 98F: 3 clusters Score -2503533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Entering Unmasked Estep 
Score: -1020613.562500 Penalty: 2236.155518
	Iteration 0F: 2 clusters Score -1020614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1014052.500000 Penalty: 4472.311035
	Iteration 0F: 3 clusters Score -1014052 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1015879.000000 Penalty: 4472.311035
	Iteration 1F: 3 clusters Score -1015879 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1016202.312500 Penalty: 4472.311035
	Iteration 2F: 3 clusters Score -1016202 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1016407.875000 Penalty: 4472.311035
	Iteration 3F: 3 clusters Score -1016408 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1016583.500000 Penalty: 4472.311035
	Iteration 4Q: 3 clusters Score -1016584 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1016724.750000 Penalty: 4472.311035
	Iteration 5Q: 3 clusters Score -1016725 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1016856.625000 Penalty: 4472.311035
	Iteration 6Q: 3 clusters Score -1016857 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1016991.125000 Penalty: 4472.311035
	Iteration 7Q: 3 clusters Score -1016991 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1017133.437500 Penalty: 4472.311035
	Iteration 8Q: 3 clusters Score -1017133 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1017294.437500 Penalty: 4472.311035
	Iteration 9Q: 3 clusters Score -1017294 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1017441.875000 Penalty: 4472.311035
	Iteration 10Q: 3 clusters Score -1017442 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1017570.000000 Penalty: 4472.311035
	Iteration 11Q: 3 clusters Score -1017570 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1017673.250000 Penalty: 4472.311035
	Iteration 12Q: 3 clusters Score -1017673 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1017750.062500 Penalty: 4472.311035
	Iteration 13Q: 3 clusters Score -1017750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1017799.812500 Penalty: 4472.311035
	Iteration 14Q: 3 clusters Score -1017800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1017840.062500 Penalty: 4472.311035
	Iteration 15Q: 3 clusters Score -1017840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1017888.687500 Penalty: 4472.311035
	Iteration 16Q: 3 clusters Score -1017889 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1017945.187500 Penalty: 4472.311035
	Iteration 17Q: 3 clusters Score -1017945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1018012.062500 Penalty: 4472.311035
	Iteration 18Q: 3 clusters Score -1018012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1018077.812500 Penalty: 4472.311035
	Iteration 19Q: 3 clusters Score -1018078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1018134.875000 Penalty: 4472.311035
	Iteration 20F: 3 clusters Score -1018135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1018190.625000 Penalty: 4472.311035
	Iteration 21Q: 3 clusters Score -1018191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1018243.937500 Penalty: 4472.311035
	Iteration 22Q: 3 clusters Score -1018244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1018280.312500 Penalty: 4472.311035
	Iteration 23Q: 3 clusters Score -1018280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1018310.562500 Penalty: 4472.311035
	Iteration 24Q: 3 clusters Score -1018311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1018340.562500 Penalty: 4472.311035
	Iteration 25Q: 3 clusters Score -1018341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1018374.500000 Penalty: 4472.311035
	Iteration 26Q: 3 clusters Score -1018374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1018406.875000 Penalty: 4472.311035
	Iteration 27Q: 3 clusters Score -1018407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1018434.250000 Penalty: 4472.311035
	Iteration 28Q: 3 clusters Score -1018434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1018456.312500 Penalty: 4472.311035
	Iteration 29Q: 3 clusters Score -1018456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1018483.187500 Penalty: 4472.311035
	Iteration 30Q: 3 clusters Score -1018483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1018511.062500 Penalty: 4472.311035
	Iteration 31Q: 3 clusters Score -1018511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1018531.000000 Penalty: 4472.311035
	Iteration 32Q: 3 clusters Score -1018531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1018554.812500 Penalty: 4472.311035
	Iteration 33Q: 3 clusters Score -1018555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1018579.312500 Penalty: 4472.311035
	Iteration 34Q: 3 clusters Score -1018579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1018597.687500 Penalty: 4472.311035
	Iteration 35Q: 3 clusters Score -1018598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1018608.500000 Penalty: 4472.311035
	Iteration 36Q: 3 clusters Score -1018608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1018619.750000 Penalty: 4472.311035
	Iteration 37Q: 3 clusters Score -1018620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1018628.625000 Penalty: 4472.311035
	Iteration 38Q: 3 clusters Score -1018629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1018644.625000 Penalty: 4472.311035
	Iteration 39Q: 3 clusters Score -1018645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1018656.500000 Penalty: 4472.311035
	Iteration 40F: 3 clusters Score -1018656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1018660.875000 Penalty: 4472.311035
	Iteration 41Q: 3 clusters Score -1018661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1018666.812500 Penalty: 4472.311035
	Iteration 42Q: 3 clusters Score -1018667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1018677.812500 Penalty: 4472.311035
	Iteration 43Q: 3 clusters Score -1018678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1018686.687500 Penalty: 4472.311035
	Iteration 44Q: 3 clusters Score -1018687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1018697.500000 Penalty: 4472.311035
	Iteration 45Q: 3 clusters Score -1018698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1018702.875000 Penalty: 4472.311035
	Iteration 46Q: 3 clusters Score -1018703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1018710.062500 Penalty: 4472.311035
	Iteration 47Q: 3 clusters Score -1018710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1018716.562500 Penalty: 4472.311035
	Iteration 48Q: 3 clusters Score -1018717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1018723.187500 Penalty: 4472.311035
	Iteration 49Q: 3 clusters Score -1018723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1018728.750000 Penalty: 4472.311035
	Iteration 50Q: 3 clusters Score -1018729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1018735.500000 Penalty: 4472.311035
	Iteration 51Q: 3 clusters Score -1018736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1018738.750000 Penalty: 4472.311035
	Iteration 52Q: 3 clusters Score -1018739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1018745.062500 Penalty: 4472.311035
	Iteration 53Q: 3 clusters Score -1018745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1018750.875000 Penalty: 4472.311035
	Iteration 54Q: 3 clusters Score -1018751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1018754.062500 Penalty: 4472.311035
	Iteration 55Q: 3 clusters Score -1018754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1018758.562500 Penalty: 4472.311035
	Iteration 56Q: 3 clusters Score -1018759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1018766.937500 Penalty: 4472.311035
	Iteration 57Q: 3 clusters Score -1018767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1018770.750000 Penalty: 4472.311035
	Iteration 58Q: 3 clusters Score -1018771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1018779.812500 Penalty: 4472.311035
	Iteration 59Q: 3 clusters Score -1018780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1018787.125000 Penalty: 4472.311035
	Iteration 60F: 3 clusters Score -1018787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1018805.062500 Penalty: 4472.311035
	Iteration 61Q: 3 clusters Score -1018805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1018814.687500 Penalty: 4472.311035
	Iteration 62Q: 3 clusters Score -1018815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1018820.062500 Penalty: 4472.311035
	Iteration 63Q: 3 clusters Score -1018820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1018824.687500 Penalty: 4472.311035
	Iteration 64Q: 3 clusters Score -1018825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1018828.500000 Penalty: 4472.311035
	Iteration 65Q: 3 clusters Score -1018828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1018832.687500 Penalty: 4472.311035
	Iteration 66Q: 3 clusters Score -1018833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1018835.937500 Penalty: 4472.311035
	Iteration 67Q: 3 clusters Score -1018836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1018839.937500 Penalty: 4472.311035
	Iteration 68Q: 3 clusters Score -1018840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1018845.187500 Penalty: 4472.311035
	Iteration 69Q: 3 clusters Score -1018845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1018847.000000 Penalty: 4472.311035
	Iteration 70Q: 3 clusters Score -1018847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1018849.250000 Penalty: 4472.311035
	Iteration 71Q: 3 clusters Score -1018849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1018851.187500 Penalty: 4472.311035
	Iteration 72Q: 3 clusters Score -1018851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1018854.375000 Penalty: 4472.311035
	Iteration 73Q: 3 clusters Score -1018854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1018857.250000 Penalty: 4472.311035
	Iteration 74Q: 3 clusters Score -1018857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1018859.000000 Penalty: 4472.311035
	Iteration 75Q: 3 clusters Score -1018859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1018862.250000 Penalty: 4472.311035
	Iteration 76Q: 3 clusters Score -1018862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1018861.750000 Penalty: 4472.311035
	Iteration 77Q: 3 clusters Score -1018862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1018863.937500 Penalty: 4472.311035
	Iteration 78Q: 3 clusters Score -1018864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1018865.687500 Penalty: 4472.311035
	Iteration 79Q: 3 clusters Score -1018866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1018866.562500 Penalty: 4472.311035
	Iteration 80F: 3 clusters Score -1018867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1018866.937500 Penalty: 4472.311035
	Iteration 81Q: 3 clusters Score -1018867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1018867.625000 Penalty: 4472.311035
	Iteration 82Q: 3 clusters Score -1018868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1018870.062500 Penalty: 4472.311035
	Iteration 83Q: 3 clusters Score -1018870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1018871.937500 Penalty: 4472.311035
	Iteration 84Q: 3 clusters Score -1018872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1018873.562500 Penalty: 4472.311035
	Iteration 85Q: 3 clusters Score -1018874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1018872.875000 Penalty: 4472.311035
	Iteration 86Q: 3 clusters Score -1018873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1018874.062500 Penalty: 4472.311035
	Iteration 87Q: 3 clusters Score -1018874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1018878.625000 Penalty: 4472.311035
	Iteration 88Q: 3 clusters Score -1018879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1018878.312500 Penalty: 4472.311035
	Iteration 89Q: 3 clusters Score -1018878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1018881.937500 Penalty: 4472.311035
	Iteration 90Q: 3 clusters Score -1018882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1018884.687500 Penalty: 4472.311035
	Iteration 91Q: 3 clusters Score -1018885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1018886.062500 Penalty: 4472.311035
	Iteration 92Q: 3 clusters Score -1018886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1018888.062500 Penalty: 4472.311035
	Iteration 93Q: 3 clusters Score -1018888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1018891.187500 Penalty: 4472.311035
	Iteration 94Q: 3 clusters Score -1018891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1018891.250000 Penalty: 4472.311035
	Iteration 95Q: 3 clusters Score -1018891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1018893.187500 Penalty: 4472.311035
	Iteration 96Q: 3 clusters Score -1018893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1018893.437500 Penalty: 4472.311035
	Iteration 97Q: 3 clusters Score -1018893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1018894.250000 Penalty: 4472.311035
	Iteration 98Q: 3 clusters Score -1018894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1018894.750000 Penalty: 4472.311035
	Iteration 99Q: 3 clusters Score -1018895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1018894.750000 Penalty: 4472.311035
	Iteration 100F: 3 clusters Score -1018895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Entering Unmasked Estep 
Score: -16810132.000000 Penalty: 2916.048584
	Iteration 0F: 2 clusters Score -1.681013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -16725072.000000 Penalty: 5832.097168
	Iteration 0F: 3 clusters Score -1.672507e+07 nChanged 61052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -16760902.000000 Penalty: 5832.097168
	Iteration 1F: 3 clusters Score -1.67609e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -16762970.000000 Penalty: 5832.097168
	Iteration 2Q: 3 clusters Score -1.676297e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -16766685.000000 Penalty: 5832.097168
	Iteration 3F: 3 clusters Score -1.676668e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -16772889.000000 Penalty: 5832.097168
	Iteration 4F: 3 clusters Score -1.677289e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -16781888.000000 Penalty: 5832.097168
	Iteration 5F: 3 clusters Score -1.678189e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -16791576.000000 Penalty: 5832.097168
	Iteration 6F: 3 clusters Score -1.679158e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -16799396.000000 Penalty: 5832.097168
	Iteration 7F: 3 clusters Score -1.67994e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -16803976.000000 Penalty: 5832.097168
	Iteration 8Q: 3 clusters Score -1.680398e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125934 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16806136.000000 Penalty: 5832.097168
	Iteration 9Q: 3 clusters Score -1.680614e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16806922.000000 Penalty: 5832.097168
	Iteration 10Q: 3 clusters Score -1.680692e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127257 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16807266.000000 Penalty: 5832.097168
	Iteration 11Q: 3 clusters Score -1.680727e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16807418.000000 Penalty: 5832.097168
	Iteration 12Q: 3 clusters Score -1.680742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16807478.000000 Penalty: 5832.097168
	Iteration 13Q: 3 clusters Score -1.680748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16807504.000000 Penalty: 5832.097168
	Iteration 14Q: 3 clusters Score -1.68075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16807530.000000 Penalty: 5832.097168
	Iteration 15Q: 3 clusters Score -1.680753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127472 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16807532.000000 Penalty: 5832.097168
	Iteration 16Q: 3 clusters Score -1.680753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16807548.000000 Penalty: 5832.097168
	Iteration 17Q: 3 clusters Score -1.680755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16807542.000000 Penalty: 5832.097168
	Iteration 18Q: 3 clusters Score -1.680754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16807560.000000 Penalty: 5832.097168
	Iteration 19Q: 3 clusters Score -1.680756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127491 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16807566.000000 Penalty: 5832.097168
	Iteration 20F: 3 clusters Score -1.680757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (227400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227400 members 
Entering Unmasked Estep 
Score: -30403646.000000 Penalty: 3058.947510
	Iteration 0F: 2 clusters Score -3.040365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -30266002.000000 Penalty: 6117.895020
	Iteration 0F: 3 clusters Score -3.0266e+07 nChanged 109643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -30329942.000000 Penalty: 6117.895020
	Iteration 1F: 3 clusters Score -3.032994e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -30331384.000000 Penalty: 6117.895020
	Iteration 2Q: 3 clusters Score -3.033138e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -30333048.000000 Penalty: 6117.895020
	Iteration 3Q: 3 clusters Score -3.033305e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -30335784.000000 Penalty: 6117.895020
	Iteration 4Q: 3 clusters Score -3.033578e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 139076 members 
Entering Unmasked Estep 
Score: -30340028.000000 Penalty: 6117.895020
	Iteration 5Q: 3 clusters Score -3.034003e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -30346892.000000 Penalty: 6117.895020
	Iteration 6F: 3 clusters Score -3.034689e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 165434 members 
Entering Unmasked Estep 
Score: -30356578.000000 Penalty: 6117.895020
	Iteration 7F: 3 clusters Score -3.035658e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -30368204.000000 Penalty: 6117.895020
	Iteration 8F: 3 clusters Score -3.03682e+07 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 196922 members 
Entering Unmasked Estep 
Score: -30378790.000000 Penalty: 6117.895020
	Iteration 9F: 3 clusters Score -3.037879e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 208996 members 
Entering Unmasked Estep 
Score: -30387060.000000 Penalty: 6117.895020
	Iteration 10F: 3 clusters Score -3.038706e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 217281 members 
Entering Unmasked Estep 
Score: -30393130.000000 Penalty: 6117.895020
	Iteration 11Q: 3 clusters Score -3.039313e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -30396940.000000 Penalty: 6117.895020
	Iteration 12Q: 3 clusters Score -3.039694e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 224935 members 
Entering Unmasked Estep 
Score: -30399144.000000 Penalty: 6117.895020
	Iteration 13Q: 3 clusters Score -3.039914e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 226159 members 
Entering Unmasked Estep 
Score: -30400196.000000 Penalty: 6117.895020
	Iteration 14Q: 3 clusters Score -3.04002e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 226670 members 
Entering Unmasked Estep 
Score: -30400614.000000 Penalty: 6117.895020
	Iteration 15Q: 3 clusters Score -3.040061e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 226858 members 
Entering Unmasked Estep 
Score: -30400764.000000 Penalty: 6117.895020
	Iteration 16Q: 3 clusters Score -3.040076e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226955 members 
Entering Unmasked Estep 
Score: -30400852.000000 Penalty: 6117.895020
	Iteration 17Q: 3 clusters Score -3.040085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 227002 members 
Entering Unmasked Estep 
Score: -30400934.000000 Penalty: 6117.895020
	Iteration 18Q: 3 clusters Score -3.040093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 227030 members 
Entering Unmasked Estep 
Score: -30400984.000000 Penalty: 6117.895020
	Iteration 19Q: 3 clusters Score -3.040098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 227039 members 
Entering Unmasked Estep 
Score: -30401020.000000 Penalty: 6117.895020
	Iteration 20F: 3 clusters Score -3.040102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227052 members 
Entering Unmasked Estep 
Score: -30401032.000000 Penalty: 6117.895020
	Iteration 21Q: 3 clusters Score -3.040103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227059 members 
Entering Unmasked Estep 
Score: -30401052.000000 Penalty: 6117.895020
	Iteration 22Q: 3 clusters Score -3.040105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227058 members 
Entering Unmasked Estep 
Score: -30401070.000000 Penalty: 6117.895020
	Iteration 23Q: 3 clusters Score -3.040107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 227062 members 
Entering Unmasked Estep 
Score: -30401078.000000 Penalty: 6117.895020
	Iteration 24Q: 3 clusters Score -3.040108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 227061 members 
Entering Unmasked Estep 
Score: -30401066.000000 Penalty: 6117.895020
	Iteration 25Q: 3 clusters Score -3.040107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 227063 members 
Entering Unmasked Estep 
Score: -30401070.000000 Penalty: 6117.895020
	Iteration 26Q: 3 clusters Score -3.040107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 227063 members 
Entering Unmasked Estep 
Score: -30401072.000000 Penalty: 6117.895020
	Iteration 27Q: 3 clusters Score -3.040107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227064 members 
Entering Unmasked Estep 
Score: -30401074.000000 Penalty: 6117.895020
	Iteration 28Q: 3 clusters Score -3.040107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227064 members 
Entering Unmasked Estep 
Score: -30401074.000000 Penalty: 6117.895020
	Iteration 29F: 3 clusters Score -3.040107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -580434.250000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -580434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -576137.000000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -576137 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -577200.125000 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -577200.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -577483.312500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -577483.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -577728.937500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -577728.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -577905.687500 Penalty: 4183.278320
	Iteration 4F: 3 clusters Score -577905.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -578048.000000 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -578048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -578169.062500 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -578169.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -578269.937500 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -578269.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -578354.812500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -578354.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -578423.437500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -578423.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578476.937500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -578476.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -578525.812500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -578525.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -578566.875000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -578566.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -578603.500000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -578603.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -578629.125000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -578629.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -578654.375000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -578654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -578675.500000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -578675.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -578693.937500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -578693.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -578702.437500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -578702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -578708.562500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -578708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -578711.312500 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -578711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -578714.875000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -578714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578720.187500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -578720.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578722.875000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -578722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -578726.187500 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -578726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -578728.250000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -578728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -578731.250000 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -578731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -578736.250000 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -578736.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -578740.125000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -578740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -578742.687500 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -578742.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -578745.687500 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -578745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -578747.312500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -578747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -578749.500000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -578749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -578751.937500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -578751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -578753.312500 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -578753.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -578755.312500 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -578755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -578755.500000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -578755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -578755.125000 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -578755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -578755.562500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -578755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -578756.250000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -578756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -578756.250000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -578756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -161808.531250 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -161808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159758.093750 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -159758.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -160279.437500 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -160279.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160736.265625 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -160736.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161470.859375 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -161470.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162101.734375 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -162101.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -162417.968750 Penalty: 3559.801270
	Iteration 5F: 3 clusters Score -162418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -162568.406250 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -162568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162595.828125 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -162595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162605.062500 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -162605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162605.062500 Penalty: 3559.801270
	Iteration 9F: 3 clusters Score -162605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227400 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138851 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126236 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 429 members 
Entering Unmasked Estep 
Score: -181131648.000000 Penalty: 122868.914062
Splitting cluster 9 changes total score from -181132688.000000 to -181131648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -567244.437500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -567244.4 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 2379 members 
Entering Unmasked Estep 
Score: -562812.875000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -562812.9 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -564192.500000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -564192.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -564617.875000 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -564617.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -564926.562500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -564926.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -565167.937500 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -565167.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -565386.625000 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -565386.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -565628.062500 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -565628.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -565834.250000 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -565834.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -565997.875000 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -565997.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -566161.562500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -566161.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -566330.625000 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -566330.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -566448.937500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -566448.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -566543.312500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -566543.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -566615.437500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -566615.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -566675.625000 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -566675.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -566726.125000 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -566726.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -566794.500000 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -566794.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -566865.250000 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -566865.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566952.437500 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -566952.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -567065.812500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -567065.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -567163.312500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -567163.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -567250.375000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -567250.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -567328.062500 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -567328.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -567368.687500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -567368.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -567393.812500 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -567393.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -567410.187500 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -567410.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -567419.750000 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -567419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -567423.250000 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -567423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -567425.312500 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -567425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -567429.000000 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -567429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -567432.437500 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -567432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -567432.625000 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -567432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -567433.625000 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -567433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -567434.375000 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -567434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -567434.375000 Penalty: 4211.359375
	Iteration 34F: 3 clusters Score -567434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227400 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138851 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126236 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 2458 members 
Entering Unmasked Estep 
Score: -181131136.000000 Penalty: 122868.914062
Splitting cluster 10 changes total score from -181132688.000000 to -181131136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -628054.750000 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -628054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -623379.875000 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -623379.9 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -624694.250000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -624694.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -625058.062500 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -625058.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -625348.187500 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -625348.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -625604.000000 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -625604 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -625834.500000 Penalty: 4250.425781
	Iteration 5F: 3 clusters Score -625834.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -626048.500000 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -626048.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -626223.375000 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -626223.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -626347.125000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -626347.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -626488.375000 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -626488.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -626613.250000 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -626613.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -626711.375000 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -626711.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -626798.562500 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -626798.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -626871.500000 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -626871.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -626940.562500 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -626940.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -626999.625000 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -626999.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -627039.625000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -627039.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -627059.750000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -627059.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -627073.062500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -627073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -627082.125000 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -627082.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -627087.625000 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -627087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -627091.562500 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -627091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -627096.125000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -627096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -627100.375000 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -627100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -627101.812500 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -627101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -627103.187500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -627103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -627103.187500 Penalty: 4250.425781
	Iteration 26F: 3 clusters Score -627103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Entering Unmasked Estep 
Score: -2744159.500000 Penalty: 2468.707520
	Iteration 0F: 2 clusters Score -2744160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2729491.500000 Penalty: 4937.415039
	Iteration 0F: 3 clusters Score -2729492 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2734378.750000 Penalty: 4937.415039
	Iteration 1F: 3 clusters Score -2734379 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2734742.750000 Penalty: 4937.415039
	Iteration 2Q: 3 clusters Score -2734743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2735041.250000 Penalty: 4937.415039
	Iteration 3Q: 3 clusters Score -2735041 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2735283.000000 Penalty: 4937.415039
	Iteration 4Q: 3 clusters Score -2735283 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2735516.500000 Penalty: 4937.415039
	Iteration 5Q: 3 clusters Score -2735516 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2735812.500000 Penalty: 4937.415039
	Iteration 6Q: 3 clusters Score -2735812 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2736168.500000 Penalty: 4937.415039
	Iteration 7Q: 3 clusters Score -2736168 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2736599.750000 Penalty: 4937.415039
	Iteration 8Q: 3 clusters Score -2736600 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2737179.500000 Penalty: 4937.415039
	Iteration 9Q: 3 clusters Score -2737180 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2737897.750000 Penalty: 4937.415039
	Iteration 10F: 3 clusters Score -2737898 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2738636.000000 Penalty: 4937.415039
	Iteration 11F: 3 clusters Score -2738636 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2739366.000000 Penalty: 4937.415039
	Iteration 12F: 3 clusters Score -2739366 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2739997.250000 Penalty: 4937.415039
	Iteration 13F: 3 clusters Score -2739997 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2740552.000000 Penalty: 4937.415039
	Iteration 14Q: 3 clusters Score -2740552 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2741016.500000 Penalty: 4937.415039
	Iteration 15Q: 3 clusters Score -2741016 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2741355.500000 Penalty: 4937.415039
	Iteration 16Q: 3 clusters Score -2741356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2741640.750000 Penalty: 4937.415039
	Iteration 17Q: 3 clusters Score -2741641 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2741820.000000 Penalty: 4937.415039
	Iteration 18Q: 3 clusters Score -2741820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2741928.500000 Penalty: 4937.415039
	Iteration 19Q: 3 clusters Score -2741928 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2741986.500000 Penalty: 4937.415039
	Iteration 20F: 3 clusters Score -2741986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2742028.250000 Penalty: 4937.415039
	Iteration 21Q: 3 clusters Score -2742028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2742056.000000 Penalty: 4937.415039
	Iteration 22Q: 3 clusters Score -2742056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2742076.000000 Penalty: 4937.415039
	Iteration 23Q: 3 clusters Score -2742076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2742092.750000 Penalty: 4937.415039
	Iteration 24Q: 3 clusters Score -2742093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2742110.250000 Penalty: 4937.415039
	Iteration 25Q: 3 clusters Score -2742110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2742100.750000 Penalty: 4937.415039
	Iteration 26Q: 3 clusters Score -2742101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2742099.250000 Penalty: 4937.415039
	Iteration 27Q: 3 clusters Score -2742099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2742103.000000 Penalty: 4937.415039
	Iteration 28Q: 3 clusters Score -2742103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2742106.000000 Penalty: 4937.415039
	Iteration 29Q: 3 clusters Score -2742106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2742116.250000 Penalty: 4937.415039
	Iteration 30Q: 3 clusters Score -2742116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2742115.500000 Penalty: 4937.415039
	Iteration 31Q: 3 clusters Score -2742116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2742116.000000 Penalty: 4937.415039
	Iteration 32Q: 3 clusters Score -2742116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2742119.000000 Penalty: 4937.415039
	Iteration 33Q: 3 clusters Score -2742119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2742119.000000 Penalty: 4937.415039
	Iteration 34Q: 3 clusters Score -2742119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2742123.250000 Penalty: 4937.415039
	Iteration 35Q: 3 clusters Score -2742123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2742124.750000 Penalty: 4937.415039
	Iteration 36Q: 3 clusters Score -2742125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2742128.000000 Penalty: 4937.415039
	Iteration 37Q: 3 clusters Score -2742128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2742137.000000 Penalty: 4937.415039
	Iteration 38Q: 3 clusters Score -2742137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2742139.250000 Penalty: 4937.415039
	Iteration 39Q: 3 clusters Score -2742139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2742142.750000 Penalty: 4937.415039
	Iteration 40F: 3 clusters Score -2742143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2742141.000000 Penalty: 4937.415039
	Iteration 41Q: 3 clusters Score -2742141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2742134.250000 Penalty: 4937.415039
	Iteration 42Q: 3 clusters Score -2742134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2742136.750000 Penalty: 4937.415039
	Iteration 43Q: 3 clusters Score -2742137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2742139.750000 Penalty: 4937.415039
	Iteration 44Q: 3 clusters Score -2742140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2742140.000000 Penalty: 4937.415039
	Iteration 45Q: 3 clusters Score -2742140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2742144.250000 Penalty: 4937.415039
	Iteration 46Q: 3 clusters Score -2742144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2742148.000000 Penalty: 4937.415039
	Iteration 47Q: 3 clusters Score -2742148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2742146.750000 Penalty: 4937.415039
	Iteration 48Q: 3 clusters Score -2742147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2742161.750000 Penalty: 4937.415039
	Iteration 49Q: 3 clusters Score -2742162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2742166.750000 Penalty: 4937.415039
	Iteration 50Q: 3 clusters Score -2742167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2742167.250000 Penalty: 4937.415039
	Iteration 51Q: 3 clusters Score -2742167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2742174.000000 Penalty: 4937.415039
	Iteration 52Q: 3 clusters Score -2742174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2742173.750000 Penalty: 4937.415039
	Iteration 53Q: 3 clusters Score -2742174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2742170.250000 Penalty: 4937.415039
	Iteration 54Q: 3 clusters Score -2742170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2742169.750000 Penalty: 4937.415039
	Iteration 55Q: 3 clusters Score -2742170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2742163.500000 Penalty: 4937.415039
	Iteration 56Q: 3 clusters Score -2742164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2742167.500000 Penalty: 4937.415039
	Iteration 57Q: 3 clusters Score -2742168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2742172.250000 Penalty: 4937.415039
	Iteration 58Q: 3 clusters Score -2742172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2742180.750000 Penalty: 4937.415039
	Iteration 59Q: 3 clusters Score -2742181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2742185.500000 Penalty: 4937.415039
	Iteration 60F: 3 clusters Score -2742186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2742182.000000 Penalty: 4937.415039
	Iteration 61Q: 3 clusters Score -2742182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2742189.750000 Penalty: 4937.415039
	Iteration 62Q: 3 clusters Score -2742190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2742193.000000 Penalty: 4937.415039
	Iteration 63Q: 3 clusters Score -2742193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2742200.000000 Penalty: 4937.415039
	Iteration 64Q: 3 clusters Score -2742200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2742203.250000 Penalty: 4937.415039
	Iteration 65Q: 3 clusters Score -2742203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2742204.250000 Penalty: 4937.415039
	Iteration 66Q: 3 clusters Score -2742204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2742199.250000 Penalty: 4937.415039
	Iteration 67Q: 3 clusters Score -2742199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2742204.750000 Penalty: 4937.415039
	Iteration 68Q: 3 clusters Score -2742205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2742206.250000 Penalty: 4937.415039
	Iteration 69Q: 3 clusters Score -2742206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2742202.750000 Penalty: 4937.415039
	Iteration 70Q: 3 clusters Score -2742203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2742205.750000 Penalty: 4937.415039
	Iteration 71Q: 3 clusters Score -2742206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2742205.000000 Penalty: 4937.415039
	Iteration 72Q: 3 clusters Score -2742205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2742205.500000 Penalty: 4937.415039
	Iteration 73Q: 3 clusters Score -2742206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2742204.000000 Penalty: 4937.415039
	Iteration 74Q: 3 clusters Score -2742204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2742209.000000 Penalty: 4937.415039
	Iteration 75Q: 3 clusters Score -2742209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2742208.500000 Penalty: 4937.415039
	Iteration 76Q: 3 clusters Score -2742208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2742211.500000 Penalty: 4937.415039
	Iteration 77Q: 3 clusters Score -2742212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2742211.000000 Penalty: 4937.415039
	Iteration 78Q: 3 clusters Score -2742211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2742210.750000 Penalty: 4937.415039
	Iteration 79Q: 3 clusters Score -2742211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2742210.750000 Penalty: 4937.415039
	Iteration 80F: 3 clusters Score -2742211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Entering Unmasked Estep 
Score: -8973010.000000 Penalty: 2758.907471
	Iteration 0F: 2 clusters Score -8973010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -8927604.000000 Penalty: 5517.814941
	Iteration 0F: 3 clusters Score -8927604 nChanged 31519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8945412.000000 Penalty: 5517.814941
	Iteration 1F: 3 clusters Score -8945412 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -8946111.000000 Penalty: 5517.814941
	Iteration 2Q: 3 clusters Score -8946111 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8946942.000000 Penalty: 5517.814941
	Iteration 3Q: 3 clusters Score -8946942 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8948035.000000 Penalty: 5517.814941
	Iteration 4Q: 3 clusters Score -8948035 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -8949449.000000 Penalty: 5517.814941
	Iteration 5Q: 3 clusters Score -8949449 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8951029.000000 Penalty: 5517.814941
	Iteration 6F: 3 clusters Score -8951029 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8952858.000000 Penalty: 5517.814941
	Iteration 7F: 3 clusters Score -8952858 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8954628.000000 Penalty: 5517.814941
	Iteration 8F: 3 clusters Score -8954628 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8956369.000000 Penalty: 5517.814941
	Iteration 9F: 3 clusters Score -8956369 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -8958073.000000 Penalty: 5517.814941
	Iteration 10Q: 3 clusters Score -8958073 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -8959898.000000 Penalty: 5517.814941
	Iteration 11Q: 3 clusters Score -8959898 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -8961762.000000 Penalty: 5517.814941
	Iteration 12Q: 3 clusters Score -8961762 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -8963731.000000 Penalty: 5517.814941
	Iteration 13Q: 3 clusters Score -8963731 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -8965536.000000 Penalty: 5517.814941
	Iteration 14Q: 3 clusters Score -8965536 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -8966936.000000 Penalty: 5517.814941
	Iteration 15Q: 3 clusters Score -8966936 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8968143.000000 Penalty: 5517.814941
	Iteration 16Q: 3 clusters Score -8968143 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -8968927.000000 Penalty: 5517.814941
	Iteration 17Q: 3 clusters Score -8968927 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -8969460.000000 Penalty: 5517.814941
	Iteration 18Q: 3 clusters Score -8969460 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -8969804.000000 Penalty: 5517.814941
	Iteration 19Q: 3 clusters Score -8969804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -8970065.000000 Penalty: 5517.814941
	Iteration 20F: 3 clusters Score -8970065 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -8970204.000000 Penalty: 5517.814941
	Iteration 21Q: 3 clusters Score -8970204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -8970319.000000 Penalty: 5517.814941
	Iteration 22Q: 3 clusters Score -8970319 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -8970390.000000 Penalty: 5517.814941
	Iteration 23Q: 3 clusters Score -8970390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8970459.000000 Penalty: 5517.814941
	Iteration 24Q: 3 clusters Score -8970459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -8970515.000000 Penalty: 5517.814941
	Iteration 25Q: 3 clusters Score -8970515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -8970551.000000 Penalty: 5517.814941
	Iteration 26Q: 3 clusters Score -8970551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -8970583.000000 Penalty: 5517.814941
	Iteration 27Q: 3 clusters Score -8970583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8970611.000000 Penalty: 5517.814941
	Iteration 28Q: 3 clusters Score -8970611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -8970624.000000 Penalty: 5517.814941
	Iteration 29Q: 3 clusters Score -8970624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -8970629.000000 Penalty: 5517.814941
	Iteration 30Q: 3 clusters Score -8970629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8970644.000000 Penalty: 5517.814941
	Iteration 31Q: 3 clusters Score -8970644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8970654.000000 Penalty: 5517.814941
	Iteration 32Q: 3 clusters Score -8970654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -8970667.000000 Penalty: 5517.814941
	Iteration 33Q: 3 clusters Score -8970667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -8970669.000000 Penalty: 5517.814941
	Iteration 34Q: 3 clusters Score -8970669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8970677.000000 Penalty: 5517.814941
	Iteration 35Q: 3 clusters Score -8970677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -8970690.000000 Penalty: 5517.814941
	Iteration 36Q: 3 clusters Score -8970690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8970686.000000 Penalty: 5517.814941
	Iteration 37Q: 3 clusters Score -8970686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8970690.000000 Penalty: 5517.814941
	Iteration 38Q: 3 clusters Score -8970690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -8970685.000000 Penalty: 5517.814941
	Iteration 39Q: 3 clusters Score -8970685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -8970691.000000 Penalty: 5517.814941
	Iteration 40F: 3 clusters Score -8970691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -8970687.000000 Penalty: 5517.814941
	Iteration 41Q: 3 clusters Score -8970687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -8970693.000000 Penalty: 5517.814941
	Iteration 42Q: 3 clusters Score -8970693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -8970694.000000 Penalty: 5517.814941
	Iteration 43Q: 3 clusters Score -8970694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -8970691.000000 Penalty: 5517.814941
	Iteration 44Q: 3 clusters Score -8970691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -8970688.000000 Penalty: 5517.814941
	Iteration 45Q: 3 clusters Score -8970688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8970699.000000 Penalty: 5517.814941
	Iteration 46Q: 3 clusters Score -8970699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8970697.000000 Penalty: 5517.814941
	Iteration 47Q: 3 clusters Score -8970697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8970701.000000 Penalty: 5517.814941
	Iteration 48Q: 3 clusters Score -8970701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8970696.000000 Penalty: 5517.814941
	Iteration 49Q: 3 clusters Score -8970696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8970703.000000 Penalty: 5517.814941
	Iteration 50Q: 3 clusters Score -8970703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -8970701.000000 Penalty: 5517.814941
	Iteration 51Q: 3 clusters Score -8970701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -8970710.000000 Penalty: 5517.814941
	Iteration 52Q: 3 clusters Score -8970710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8970712.000000 Penalty: 5517.814941
	Iteration 53Q: 3 clusters Score -8970712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8970712.000000 Penalty: 5517.814941
	Iteration 54F: 3 clusters Score -8970712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -300364.062500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -300364.1 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 1287 members 
Entering Unmasked Estep 
Score: -297427.937500 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -297427.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -298095.031250 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -298095 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -298459.000000 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -298459 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298684.031250 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -298684 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -298870.750000 Penalty: 3880.925049
	Iteration 4F: 3 clusters Score -298870.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -299034.406250 Penalty: 3880.925049
	Iteration 5F: 3 clusters Score -299034.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -299184.187500 Penalty: 3880.925049
	Iteration 6F: 3 clusters Score -299184.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -299297.812500 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -299297.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -299396.343750 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -299396.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -299468.031250 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -299468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -299537.750000 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -299537.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -299591.218750 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -299591.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -299626.093750 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -299626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -299651.906250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -299651.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -299668.750000 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -299668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -299681.968750 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -299682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -299697.593750 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -299697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -299708.500000 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -299708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -299719.343750 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -299719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -299732.937500 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -299732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -299744.687500 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -299744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -299757.875000 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -299757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -299767.062500 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -299767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -299774.562500 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -299774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -299781.218750 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -299781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -299790.343750 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -299790.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -299805.125000 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -299805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -299811.718750 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -299811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -299815.750000 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -299815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -299822.156250 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -299822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -299826.843750 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -299826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -299827.593750 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -299827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -299827.593750 Penalty: 3880.925049
	Iteration 32F: 3 clusters Score -299827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Entering Unmasked Estep 
Score: -10526879.000000 Penalty: 2797.789551
	Iteration 0F: 2 clusters Score -1.052688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10473678.000000 Penalty: 5595.579102
	Iteration 0F: 3 clusters Score -1.047368e+07 nChanged 37266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -10495010.000000 Penalty: 5595.579102
	Iteration 1F: 3 clusters Score -1.049501e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -10495747.000000 Penalty: 5595.579102
	Iteration 2Q: 3 clusters Score -1.049575e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -10496579.000000 Penalty: 5595.579102
	Iteration 3Q: 3 clusters Score -1.049658e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10497545.000000 Penalty: 5595.579102
	Iteration 4Q: 3 clusters Score -1.049754e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -10498757.000000 Penalty: 5595.579102
	Iteration 5Q: 3 clusters Score -1.049876e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -10500267.000000 Penalty: 5595.579102
	Iteration 6Q: 3 clusters Score -1.050027e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -10502497.000000 Penalty: 5595.579102
	Iteration 7Q: 3 clusters Score -1.05025e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -10505639.000000 Penalty: 5595.579102
	Iteration 8F: 3 clusters Score -1.050564e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -10509613.000000 Penalty: 5595.579102
	Iteration 9F: 3 clusters Score -1.050961e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -10513868.000000 Penalty: 5595.579102
	Iteration 10F: 3 clusters Score -1.051387e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -10517636.000000 Penalty: 5595.579102
	Iteration 11F: 3 clusters Score -1.051764e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -10520414.000000 Penalty: 5595.579102
	Iteration 12Q: 3 clusters Score -1.052041e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -10522230.000000 Penalty: 5595.579102
	Iteration 13Q: 3 clusters Score -1.052223e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10523213.000000 Penalty: 5595.579102
	Iteration 14Q: 3 clusters Score -1.052321e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10523639.000000 Penalty: 5595.579102
	Iteration 15Q: 3 clusters Score -1.052364e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10523951.000000 Penalty: 5595.579102
	Iteration 16Q: 3 clusters Score -1.052395e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10524105.000000 Penalty: 5595.579102
	Iteration 17Q: 3 clusters Score -1.05241e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10524242.000000 Penalty: 5595.579102
	Iteration 18Q: 3 clusters Score -1.052424e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10524332.000000 Penalty: 5595.579102
	Iteration 19Q: 3 clusters Score -1.052433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10524373.000000 Penalty: 5595.579102
	Iteration 20F: 3 clusters Score -1.052437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10524415.000000 Penalty: 5595.579102
	Iteration 21Q: 3 clusters Score -1.052442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10524438.000000 Penalty: 5595.579102
	Iteration 22Q: 3 clusters Score -1.052444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10524460.000000 Penalty: 5595.579102
	Iteration 23Q: 3 clusters Score -1.052446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10524467.000000 Penalty: 5595.579102
	Iteration 24Q: 3 clusters Score -1.052447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10524477.000000 Penalty: 5595.579102
	Iteration 25Q: 3 clusters Score -1.052448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10524479.000000 Penalty: 5595.579102
	Iteration 26Q: 3 clusters Score -1.052448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10524482.000000 Penalty: 5595.579102
	Iteration 27Q: 3 clusters Score -1.052448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10524496.000000 Penalty: 5595.579102
	Iteration 28Q: 3 clusters Score -1.05245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10524497.000000 Penalty: 5595.579102
	Iteration 29Q: 3 clusters Score -1.05245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10524498.000000 Penalty: 5595.579102
	Iteration 30Q: 3 clusters Score -1.05245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10524498.000000 Penalty: 5595.579102
	Iteration 31Q: 3 clusters Score -1.05245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10524498.000000 Penalty: 5595.579102
	Iteration 32Q: 3 clusters Score -1.05245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10524495.000000 Penalty: 5595.579102
	Iteration 33Q: 3 clusters Score -1.05245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10524498.000000 Penalty: 5595.579102
	Iteration 34Q: 3 clusters Score -1.05245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10524498.000000 Penalty: 5595.579102
	Iteration 35F: 3 clusters Score -1.05245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (138851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138851 members 
Entering Unmasked Estep 
Score: -18574962.000000 Penalty: 2936.606934
	Iteration 0F: 2 clusters Score -1.857496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -18483704.000000 Penalty: 5873.213867
	Iteration 0F: 3 clusters Score -1.84837e+07 nChanged 66188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -18521922.000000 Penalty: 5873.213867
	Iteration 1F: 3 clusters Score -1.852192e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -18522700.000000 Penalty: 5873.213867
	Iteration 2Q: 3 clusters Score -1.85227e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -18523760.000000 Penalty: 5873.213867
	Iteration 3Q: 3 clusters Score -1.852376e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -18525188.000000 Penalty: 5873.213867
	Iteration 4Q: 3 clusters Score -1.852519e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -18527274.000000 Penalty: 5873.213867
	Iteration 5Q: 3 clusters Score -1.852727e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -18530618.000000 Penalty: 5873.213867
	Iteration 6Q: 3 clusters Score -1.853062e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -18536324.000000 Penalty: 5873.213867
	Iteration 7F: 3 clusters Score -1.853632e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -18544954.000000 Penalty: 5873.213867
	Iteration 8F: 3 clusters Score -1.854495e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -18554752.000000 Penalty: 5873.213867
	Iteration 9F: 3 clusters Score -1.855475e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -18562044.000000 Penalty: 5873.213867
	Iteration 10F: 3 clusters Score -1.856204e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -18565862.000000 Penalty: 5873.213867
	Iteration 11Q: 3 clusters Score -1.856586e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -18568086.000000 Penalty: 5873.213867
	Iteration 12Q: 3 clusters Score -1.856809e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -18569430.000000 Penalty: 5873.213867
	Iteration 13Q: 3 clusters Score -1.856943e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -18570402.000000 Penalty: 5873.213867
	Iteration 14Q: 3 clusters Score -1.85704e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -18571112.000000 Penalty: 5873.213867
	Iteration 15Q: 3 clusters Score -1.857111e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -18571586.000000 Penalty: 5873.213867
	Iteration 16Q: 3 clusters Score -1.857159e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -18571890.000000 Penalty: 5873.213867
	Iteration 17Q: 3 clusters Score -1.857189e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -18572116.000000 Penalty: 5873.213867
	Iteration 18Q: 3 clusters Score -1.857212e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -18572306.000000 Penalty: 5873.213867
	Iteration 19Q: 3 clusters Score -1.857231e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -18572394.000000 Penalty: 5873.213867
	Iteration 20F: 3 clusters Score -1.857239e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -18572460.000000 Penalty: 5873.213867
	Iteration 21Q: 3 clusters Score -1.857246e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -18572540.000000 Penalty: 5873.213867
	Iteration 22Q: 3 clusters Score -1.857254e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -18572580.000000 Penalty: 5873.213867
	Iteration 23Q: 3 clusters Score -1.857258e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -18572562.000000 Penalty: 5873.213867
	Iteration 24Q: 3 clusters Score -1.857256e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -18572578.000000 Penalty: 5873.213867
	Iteration 25Q: 3 clusters Score -1.857258e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -18572600.000000 Penalty: 5873.213867
	Iteration 26Q: 3 clusters Score -1.85726e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -18572620.000000 Penalty: 5873.213867
	Iteration 27Q: 3 clusters Score -1.857262e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -18572632.000000 Penalty: 5873.213867
	Iteration 28Q: 3 clusters Score -1.857263e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -18572634.000000 Penalty: 5873.213867
	Iteration 29Q: 3 clusters Score -1.857263e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -18572658.000000 Penalty: 5873.213867
	Iteration 30Q: 3 clusters Score -1.857266e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -18572650.000000 Penalty: 5873.213867
	Iteration 31Q: 3 clusters Score -1.857265e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -18572656.000000 Penalty: 5873.213867
	Iteration 32Q: 3 clusters Score -1.857266e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113300 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -18572638.000000 Penalty: 5873.213867
	Iteration 33Q: 3 clusters Score -1.857264e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -18572678.000000 Penalty: 5873.213867
	Iteration 34Q: 3 clusters Score -1.857268e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113635 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -18572680.000000 Penalty: 5873.213867
	Iteration 35Q: 3 clusters Score -1.857268e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -18572704.000000 Penalty: 5873.213867
	Iteration 36Q: 3 clusters Score -1.85727e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -18572714.000000 Penalty: 5873.213867
	Iteration 37Q: 3 clusters Score -1.857271e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -18572704.000000 Penalty: 5873.213867
	Iteration 38Q: 3 clusters Score -1.85727e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -18572754.000000 Penalty: 5873.213867
	Iteration 39Q: 3 clusters Score -1.857275e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -18572752.000000 Penalty: 5873.213867
	Iteration 40F: 3 clusters Score -1.857275e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -18572774.000000 Penalty: 5873.213867
	Iteration 41Q: 3 clusters Score -1.857277e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -18572784.000000 Penalty: 5873.213867
	Iteration 42Q: 3 clusters Score -1.857278e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -18572784.000000 Penalty: 5873.213867
	Iteration 43Q: 3 clusters Score -1.857278e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -18572810.000000 Penalty: 5873.213867
	Iteration 44Q: 3 clusters Score -1.857281e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -18572804.000000 Penalty: 5873.213867
	Iteration 45Q: 3 clusters Score -1.85728e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -18572882.000000 Penalty: 5873.213867
	Iteration 46Q: 3 clusters Score -1.857288e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -18572918.000000 Penalty: 5873.213867
	Iteration 47Q: 3 clusters Score -1.857292e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -18572942.000000 Penalty: 5873.213867
	Iteration 48Q: 3 clusters Score -1.857294e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -18572964.000000 Penalty: 5873.213867
	Iteration 49Q: 3 clusters Score -1.857296e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -18572972.000000 Penalty: 5873.213867
	Iteration 50Q: 3 clusters Score -1.857297e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -18572978.000000 Penalty: 5873.213867
	Iteration 51Q: 3 clusters Score -1.857298e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116850 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -18572952.000000 Penalty: 5873.213867
	Iteration 52Q: 3 clusters Score -1.857295e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117071 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -18572984.000000 Penalty: 5873.213867
	Iteration 53Q: 3 clusters Score -1.857298e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -18573050.000000 Penalty: 5873.213867
	Iteration 54Q: 3 clusters Score -1.857305e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -18573136.000000 Penalty: 5873.213867
	Iteration 55Q: 3 clusters Score -1.857314e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -18573204.000000 Penalty: 5873.213867
	Iteration 56Q: 3 clusters Score -1.85732e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -18573204.000000 Penalty: 5873.213867
	Iteration 57Q: 3 clusters Score -1.85732e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -18573200.000000 Penalty: 5873.213867
	Iteration 58Q: 3 clusters Score -1.85732e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -18573204.000000 Penalty: 5873.213867
	Iteration 59Q: 3 clusters Score -1.85732e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -18573216.000000 Penalty: 5873.213867
	Iteration 60F: 3 clusters Score -1.857322e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -18573260.000000 Penalty: 5873.213867
	Iteration 61Q: 3 clusters Score -1.857326e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -18573280.000000 Penalty: 5873.213867
	Iteration 62Q: 3 clusters Score -1.857328e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119148 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -18573286.000000 Penalty: 5873.213867
	Iteration 63Q: 3 clusters Score -1.857329e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -18573318.000000 Penalty: 5873.213867
	Iteration 64Q: 3 clusters Score -1.857332e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -18573304.000000 Penalty: 5873.213867
	Iteration 65Q: 3 clusters Score -1.85733e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -18573356.000000 Penalty: 5873.213867
	Iteration 66Q: 3 clusters Score -1.857336e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -18573372.000000 Penalty: 5873.213867
	Iteration 67Q: 3 clusters Score -1.857337e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -18573350.000000 Penalty: 5873.213867
	Iteration 68Q: 3 clusters Score -1.857335e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -18573386.000000 Penalty: 5873.213867
	Iteration 69Q: 3 clusters Score -1.857339e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -18573338.000000 Penalty: 5873.213867
	Iteration 70Q: 3 clusters Score -1.857334e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120596 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -18573360.000000 Penalty: 5873.213867
	Iteration 71Q: 3 clusters Score -1.857336e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120738 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -18573334.000000 Penalty: 5873.213867
	Iteration 72Q: 3 clusters Score -1.857333e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -18573372.000000 Penalty: 5873.213867
	Iteration 73Q: 3 clusters Score -1.857337e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -18573374.000000 Penalty: 5873.213867
	Iteration 74Q: 3 clusters Score -1.857337e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121185 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -18573420.000000 Penalty: 5873.213867
	Iteration 75Q: 3 clusters Score -1.857342e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -18573436.000000 Penalty: 5873.213867
	Iteration 76Q: 3 clusters Score -1.857344e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121503 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -18573432.000000 Penalty: 5873.213867
	Iteration 77Q: 3 clusters Score -1.857343e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121691 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -18573468.000000 Penalty: 5873.213867
	Iteration 78Q: 3 clusters Score -1.857347e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -18573474.000000 Penalty: 5873.213867
	Iteration 79Q: 3 clusters Score -1.857347e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122078 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -18573448.000000 Penalty: 5873.213867
	Iteration 80F: 3 clusters Score -1.857345e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -18573488.000000 Penalty: 5873.213867
	Iteration 81Q: 3 clusters Score -1.857349e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122474 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -18573478.000000 Penalty: 5873.213867
	Iteration 82Q: 3 clusters Score -1.857348e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122682 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -18573506.000000 Penalty: 5873.213867
	Iteration 83Q: 3 clusters Score -1.857351e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -18573508.000000 Penalty: 5873.213867
	Iteration 84Q: 3 clusters Score -1.857351e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -18573544.000000 Penalty: 5873.213867
	Iteration 85Q: 3 clusters Score -1.857354e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -18573484.000000 Penalty: 5873.213867
	Iteration 86Q: 3 clusters Score -1.857348e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -18573476.000000 Penalty: 5873.213867
	Iteration 87Q: 3 clusters Score -1.857348e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -18573512.000000 Penalty: 5873.213867
	Iteration 88Q: 3 clusters Score -1.857351e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -18573494.000000 Penalty: 5873.213867
	Iteration 89Q: 3 clusters Score -1.857349e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -18573492.000000 Penalty: 5873.213867
	Iteration 90Q: 3 clusters Score -1.857349e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -18573520.000000 Penalty: 5873.213867
	Iteration 91Q: 3 clusters Score -1.857352e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -18573514.000000 Penalty: 5873.213867
	Iteration 92Q: 3 clusters Score -1.857351e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -18573482.000000 Penalty: 5873.213867
	Iteration 93Q: 3 clusters Score -1.857348e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -18573500.000000 Penalty: 5873.213867
	Iteration 94Q: 3 clusters Score -1.85735e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125049 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -18573500.000000 Penalty: 5873.213867
	Iteration 95Q: 3 clusters Score -1.85735e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -18573510.000000 Penalty: 5873.213867
	Iteration 96Q: 3 clusters Score -1.857351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -18573516.000000 Penalty: 5873.213867
	Iteration 97Q: 3 clusters Score -1.857352e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -18573468.000000 Penalty: 5873.213867
	Iteration 98Q: 3 clusters Score -1.857347e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -18573438.000000 Penalty: 5873.213867
	Iteration 99Q: 3 clusters Score -1.857344e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -18573476.000000 Penalty: 5873.213867
	Iteration 100F: 3 clusters Score -1.857348e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125976 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -18573512.000000 Penalty: 5873.213867
	Iteration 101Q: 3 clusters Score -1.857351e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -18573546.000000 Penalty: 5873.213867
	Iteration 102Q: 3 clusters Score -1.857355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126216 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -18573546.000000 Penalty: 5873.213867
	Iteration 103Q: 3 clusters Score -1.857355e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -18573514.000000 Penalty: 5873.213867
	Iteration 104Q: 3 clusters Score -1.857351e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -18573530.000000 Penalty: 5873.213867
	Iteration 105Q: 3 clusters Score -1.857353e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -18573564.000000 Penalty: 5873.213867
	Iteration 106Q: 3 clusters Score -1.857356e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -18573566.000000 Penalty: 5873.213867
	Iteration 107Q: 3 clusters Score -1.857357e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -18573556.000000 Penalty: 5873.213867
	Iteration 108Q: 3 clusters Score -1.857356e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127053 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -18573592.000000 Penalty: 5873.213867
	Iteration 109Q: 3 clusters Score -1.857359e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127200 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -18573620.000000 Penalty: 5873.213867
	Iteration 110Q: 3 clusters Score -1.857362e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -18573612.000000 Penalty: 5873.213867
	Iteration 111Q: 3 clusters Score -1.857361e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127497 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -18573642.000000 Penalty: 5873.213867
	Iteration 112Q: 3 clusters Score -1.857364e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -18573660.000000 Penalty: 5873.213867
	Iteration 113Q: 3 clusters Score -1.857366e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -18573634.000000 Penalty: 5873.213867
	Iteration 114Q: 3 clusters Score -1.857363e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127950 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -18573664.000000 Penalty: 5873.213867
	Iteration 115Q: 3 clusters Score -1.857366e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -18573626.000000 Penalty: 5873.213867
	Iteration 116Q: 3 clusters Score -1.857363e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -18573646.000000 Penalty: 5873.213867
	Iteration 117Q: 3 clusters Score -1.857365e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -18573640.000000 Penalty: 5873.213867
	Iteration 118Q: 3 clusters Score -1.857364e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -18573638.000000 Penalty: 5873.213867
	Iteration 119Q: 3 clusters Score -1.857364e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -18573716.000000 Penalty: 5873.213867
	Iteration 120F: 3 clusters Score -1.857372e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -18573754.000000 Penalty: 5873.213867
	Iteration 121Q: 3 clusters Score -1.857375e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -18573788.000000 Penalty: 5873.213867
	Iteration 122Q: 3 clusters Score -1.857379e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129157 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -18573784.000000 Penalty: 5873.213867
	Iteration 123Q: 3 clusters Score -1.857378e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -18573800.000000 Penalty: 5873.213867
	Iteration 124Q: 3 clusters Score -1.85738e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129431 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -18573830.000000 Penalty: 5873.213867
	Iteration 125Q: 3 clusters Score -1.857383e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -18573854.000000 Penalty: 5873.213867
	Iteration 126Q: 3 clusters Score -1.857385e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -18573858.000000 Penalty: 5873.213867
	Iteration 127Q: 3 clusters Score -1.857386e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5873.213867
	Iteration 128Q: 3 clusters Score -1.857388e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -18573888.000000 Penalty: 5873.213867
	Iteration 129Q: 3 clusters Score -1.857389e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -18573888.000000 Penalty: 5873.213867
	Iteration 130Q: 3 clusters Score -1.857389e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -18573902.000000 Penalty: 5873.213867
	Iteration 131Q: 3 clusters Score -1.85739e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -18573928.000000 Penalty: 5873.213867
	Iteration 132Q: 3 clusters Score -1.857393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -18573962.000000 Penalty: 5873.213867
	Iteration 133Q: 3 clusters Score -1.857396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -18573992.000000 Penalty: 5873.213867
	Iteration 134Q: 3 clusters Score -1.857399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -18573974.000000 Penalty: 5873.213867
	Iteration 135Q: 3 clusters Score -1.857397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -18573974.000000 Penalty: 5873.213867
	Iteration 136Q: 3 clusters Score -1.857397e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -18574004.000000 Penalty: 5873.213867
	Iteration 137Q: 3 clusters Score -1.8574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -18573996.000000 Penalty: 5873.213867
	Iteration 138Q: 3 clusters Score -1.8574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -18573988.000000 Penalty: 5873.213867
	Iteration 139Q: 3 clusters Score -1.857399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -18573956.000000 Penalty: 5873.213867
	Iteration 140F: 3 clusters Score -1.857396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130651 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -18573948.000000 Penalty: 5873.213867
	Iteration 141Q: 3 clusters Score -1.857395e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130695 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -18573928.000000 Penalty: 5873.213867
	Iteration 142Q: 3 clusters Score -1.857393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130724 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -18573950.000000 Penalty: 5873.213867
	Iteration 143Q: 3 clusters Score -1.857395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130755 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -18573936.000000 Penalty: 5873.213867
	Iteration 144Q: 3 clusters Score -1.857394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130793 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -18573942.000000 Penalty: 5873.213867
	Iteration 145Q: 3 clusters Score -1.857394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130834 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -18573902.000000 Penalty: 5873.213867
	Iteration 146Q: 3 clusters Score -1.85739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -18573864.000000 Penalty: 5873.213867
	Iteration 147Q: 3 clusters Score -1.857386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -18573858.000000 Penalty: 5873.213867
	Iteration 148Q: 3 clusters Score -1.857386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130941 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -18573882.000000 Penalty: 5873.213867
	Iteration 149Q: 3 clusters Score -1.857388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -18573880.000000 Penalty: 5873.213867
	Iteration 150Q: 3 clusters Score -1.857388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 151Q: 3 clusters Score -1.85739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -18573908.000000 Penalty: 5873.213867
	Iteration 152Q: 3 clusters Score -1.857391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5873.213867
	Iteration 153Q: 3 clusters Score -1.857388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131084 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -18573878.000000 Penalty: 5873.213867
	Iteration 154Q: 3 clusters Score -1.857388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131098 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5873.213867
	Iteration 155Q: 3 clusters Score -1.857388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131112 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5873.213867
	Iteration 156Q: 3 clusters Score -1.857388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -18573898.000000 Penalty: 5873.213867
	Iteration 157Q: 3 clusters Score -1.85739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5873.213867
	Iteration 158Q: 3 clusters Score -1.857389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5873.213867
	Iteration 159Q: 3 clusters Score -1.857389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 160F: 3 clusters Score -1.85739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 161Q: 3 clusters Score -1.85739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131196 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -18573906.000000 Penalty: 5873.213867
	Iteration 162Q: 3 clusters Score -1.857391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -18573882.000000 Penalty: 5873.213867
	Iteration 163Q: 3 clusters Score -1.857388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -18573892.000000 Penalty: 5873.213867
	Iteration 164Q: 3 clusters Score -1.857389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -18573892.000000 Penalty: 5873.213867
	Iteration 165Q: 3 clusters Score -1.857389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5873.213867
	Iteration 166Q: 3 clusters Score -1.857389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -18573882.000000 Penalty: 5873.213867
	Iteration 167Q: 3 clusters Score -1.857388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -18573886.000000 Penalty: 5873.213867
	Iteration 168Q: 3 clusters Score -1.857389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -18573886.000000 Penalty: 5873.213867
	Iteration 169Q: 3 clusters Score -1.857389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -18573908.000000 Penalty: 5873.213867
	Iteration 170Q: 3 clusters Score -1.857391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -18573902.000000 Penalty: 5873.213867
	Iteration 171Q: 3 clusters Score -1.85739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131367 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -18573918.000000 Penalty: 5873.213867
	Iteration 172Q: 3 clusters Score -1.857392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131381 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -18573912.000000 Penalty: 5873.213867
	Iteration 173Q: 3 clusters Score -1.857391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -18573898.000000 Penalty: 5873.213867
	Iteration 174Q: 3 clusters Score -1.85739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131397 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 175Q: 3 clusters Score -1.85739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5873.213867
	Iteration 176Q: 3 clusters Score -1.857389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 177Q: 3 clusters Score -1.85739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 178Q: 3 clusters Score -1.85739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -18573888.000000 Penalty: 5873.213867
	Iteration 179Q: 3 clusters Score -1.857389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -18573882.000000 Penalty: 5873.213867
	Iteration 180F: 3 clusters Score -1.857388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131445 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -18573866.000000 Penalty: 5873.213867
	Iteration 181Q: 3 clusters Score -1.857387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -18573872.000000 Penalty: 5873.213867
	Iteration 182Q: 3 clusters Score -1.857387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -18573878.000000 Penalty: 5873.213867
	Iteration 183Q: 3 clusters Score -1.857388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131484 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -18573876.000000 Penalty: 5873.213867
	Iteration 184Q: 3 clusters Score -1.857388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -18573870.000000 Penalty: 5873.213867
	Iteration 185Q: 3 clusters Score -1.857387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5873.213867
	Iteration 186Q: 3 clusters Score -1.857388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -18573886.000000 Penalty: 5873.213867
	Iteration 187Q: 3 clusters Score -1.857389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -18573880.000000 Penalty: 5873.213867
	Iteration 188Q: 3 clusters Score -1.857388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 189Q: 3 clusters Score -1.85739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 190Q: 3 clusters Score -1.85739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -18573904.000000 Penalty: 5873.213867
	Iteration 191Q: 3 clusters Score -1.85739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 5873.213867
	Iteration 192Q: 3 clusters Score -1.857391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -18573906.000000 Penalty: 5873.213867
	Iteration 193Q: 3 clusters Score -1.857391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 194Q: 3 clusters Score -1.85739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131569 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 195Q: 3 clusters Score -1.85739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 5873.213867
	Iteration 196Q: 3 clusters Score -1.857391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131579 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -18573912.000000 Penalty: 5873.213867
	Iteration 197Q: 3 clusters Score -1.857391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5873.213867
	Iteration 198Q: 3 clusters Score -1.857392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131590 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -18573930.000000 Penalty: 5873.213867
	Iteration 199Q: 3 clusters Score -1.857393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -18573928.000000 Penalty: 5873.213867
	Iteration 200F: 3 clusters Score -1.857393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -18573910.000000 Penalty: 5873.213867
	Iteration 201Q: 3 clusters Score -1.857391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5873.213867
	Iteration 202Q: 3 clusters Score -1.85739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -18573912.000000 Penalty: 5873.213867
	Iteration 203Q: 3 clusters Score -1.857391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5873.213867
	Iteration 204Q: 3 clusters Score -1.857392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131640 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -18573934.000000 Penalty: 5873.213867
	Iteration 205Q: 3 clusters Score -1.857393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131650 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5873.213867
	Iteration 206Q: 3 clusters Score -1.857392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131657 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -18573918.000000 Penalty: 5873.213867
	Iteration 207Q: 3 clusters Score -1.857392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -18573886.000000 Penalty: 5873.213867
	Iteration 208Q: 3 clusters Score -1.857389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -18573894.000000 Penalty: 5873.213867
	Iteration 209Q: 3 clusters Score -1.857389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 210Q: 3 clusters Score -1.85739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131687 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -18573894.000000 Penalty: 5873.213867
	Iteration 211Q: 3 clusters Score -1.857389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -18573894.000000 Penalty: 5873.213867
	Iteration 212Q: 3 clusters Score -1.857389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -18573898.000000 Penalty: 5873.213867
	Iteration 213Q: 3 clusters Score -1.85739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5873.213867
	Iteration 214Q: 3 clusters Score -1.85739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131712 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5873.213867
	Iteration 215Q: 3 clusters Score -1.857392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131720 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5873.213867
	Iteration 216Q: 3 clusters Score -1.857392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131733 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -18573926.000000 Penalty: 5873.213867
	Iteration 217Q: 3 clusters Score -1.857393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131741 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5873.213867
	Iteration 218Q: 3 clusters Score -1.857392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -18573932.000000 Penalty: 5873.213867
	Iteration 219Q: 3 clusters Score -1.857393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5873.213867
	Iteration 220F: 3 clusters Score -1.857392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131766 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -18573934.000000 Penalty: 5873.213867
	Iteration 221Q: 3 clusters Score -1.857393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -18573936.000000 Penalty: 5873.213867
	Iteration 222Q: 3 clusters Score -1.857394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -18573938.000000 Penalty: 5873.213867
	Iteration 223Q: 3 clusters Score -1.857394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -18573934.000000 Penalty: 5873.213867
	Iteration 224Q: 3 clusters Score -1.857393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131769 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -18573942.000000 Penalty: 5873.213867
	Iteration 225Q: 3 clusters Score -1.857394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131770 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -18573944.000000 Penalty: 5873.213867
	Iteration 226Q: 3 clusters Score -1.857394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131770 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -18573944.000000 Penalty: 5873.213867
	Iteration 227F: 3 clusters Score -1.857394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Entering Unmasked Estep 
Score: -9202840.000000 Penalty: 2764.193359
	Iteration 0F: 2 clusters Score -9202840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -9156209.000000 Penalty: 5528.386719
	Iteration 0F: 3 clusters Score -9156209 nChanged 32342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -9174686.000000 Penalty: 5528.386719
	Iteration 1F: 3 clusters Score -9174686 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -9175529.000000 Penalty: 5528.386719
	Iteration 2Q: 3 clusters Score -9175529 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -9176369.000000 Penalty: 5528.386719
	Iteration 3Q: 3 clusters Score -9176369 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9177489.000000 Penalty: 5528.386719
	Iteration 4Q: 3 clusters Score -9177489 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9179046.000000 Penalty: 5528.386719
	Iteration 5Q: 3 clusters Score -9179046 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -9181080.000000 Penalty: 5528.386719
	Iteration 6F: 3 clusters Score -9181080 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -9183519.000000 Penalty: 5528.386719
	Iteration 7F: 3 clusters Score -9183519 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -9186144.000000 Penalty: 5528.386719
	Iteration 8F: 3 clusters Score -9186144 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -9188882.000000 Penalty: 5528.386719
	Iteration 9F: 3 clusters Score -9188882 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -9191356.000000 Penalty: 5528.386719
	Iteration 10F: 3 clusters Score -9191356 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -9193621.000000 Penalty: 5528.386719
	Iteration 11Q: 3 clusters Score -9193621 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -9195759.000000 Penalty: 5528.386719
	Iteration 12Q: 3 clusters Score -9195759 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -9197441.000000 Penalty: 5528.386719
	Iteration 13Q: 3 clusters Score -9197441 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -9198632.000000 Penalty: 5528.386719
	Iteration 14Q: 3 clusters Score -9198632 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -9199303.000000 Penalty: 5528.386719
	Iteration 15Q: 3 clusters Score -9199303 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -9199724.000000 Penalty: 5528.386719
	Iteration 16Q: 3 clusters Score -9199724 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -9199993.000000 Penalty: 5528.386719
	Iteration 17Q: 3 clusters Score -9199993 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -9200168.000000 Penalty: 5528.386719
	Iteration 18Q: 3 clusters Score -9200168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -9200251.000000 Penalty: 5528.386719
	Iteration 19Q: 3 clusters Score -9200251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -9200346.000000 Penalty: 5528.386719
	Iteration 20F: 3 clusters Score -9200346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -9200385.000000 Penalty: 5528.386719
	Iteration 21Q: 3 clusters Score -9200385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -9200396.000000 Penalty: 5528.386719
	Iteration 22Q: 3 clusters Score -9200396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -9200430.000000 Penalty: 5528.386719
	Iteration 23Q: 3 clusters Score -9200430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -9200464.000000 Penalty: 5528.386719
	Iteration 24Q: 3 clusters Score -9200464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -9200486.000000 Penalty: 5528.386719
	Iteration 25Q: 3 clusters Score -9200486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -9200480.000000 Penalty: 5528.386719
	Iteration 26Q: 3 clusters Score -9200480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -9200497.000000 Penalty: 5528.386719
	Iteration 27Q: 3 clusters Score -9200497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -9200501.000000 Penalty: 5528.386719
	Iteration 28Q: 3 clusters Score -9200501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -9200504.000000 Penalty: 5528.386719
	Iteration 29Q: 3 clusters Score -9200504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -9200517.000000 Penalty: 5528.386719
	Iteration 30Q: 3 clusters Score -9200517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9200528.000000 Penalty: 5528.386719
	Iteration 31Q: 3 clusters Score -9200528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9200539.000000 Penalty: 5528.386719
	Iteration 32Q: 3 clusters Score -9200539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -9200529.000000 Penalty: 5528.386719
	Iteration 33Q: 3 clusters Score -9200529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -9200526.000000 Penalty: 5528.386719
	Iteration 34Q: 3 clusters Score -9200526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -9200531.000000 Penalty: 5528.386719
	Iteration 35Q: 3 clusters Score -9200531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -9200529.000000 Penalty: 5528.386719
	Iteration 36Q: 3 clusters Score -9200529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -9200529.000000 Penalty: 5528.386719
	Iteration 37F: 3 clusters Score -9200529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Entering Unmasked Estep 
Score: -1995566.750000 Penalty: 2389.954834
	Iteration 0F: 2 clusters Score -1995567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1984580.000000 Penalty: 4779.909668
	Iteration 0F: 3 clusters Score -1984580 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1988541.250000 Penalty: 4779.909668
	Iteration 1F: 3 clusters Score -1988541 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1989374.750000 Penalty: 4779.909668
	Iteration 2F: 3 clusters Score -1989375 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1990272.125000 Penalty: 4779.909668
	Iteration 3F: 3 clusters Score -1990272 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1991188.375000 Penalty: 4779.909668
	Iteration 4F: 3 clusters Score -1991188 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1991973.000000 Penalty: 4779.909668
	Iteration 5F: 3 clusters Score -1991973 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1992536.625000 Penalty: 4779.909668
	Iteration 6F: 3 clusters Score -1992537 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1992882.250000 Penalty: 4779.909668
	Iteration 7Q: 3 clusters Score -1992882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1993113.250000 Penalty: 4779.909668
	Iteration 8Q: 3 clusters Score -1993113 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1993241.375000 Penalty: 4779.909668
	Iteration 9Q: 3 clusters Score -1993241 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1993333.250000 Penalty: 4779.909668
	Iteration 10Q: 3 clusters Score -1993333 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1993415.250000 Penalty: 4779.909668
	Iteration 11Q: 3 clusters Score -1993415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1993465.750000 Penalty: 4779.909668
	Iteration 12Q: 3 clusters Score -1993466 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1993518.750000 Penalty: 4779.909668
	Iteration 13Q: 3 clusters Score -1993519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1993573.375000 Penalty: 4779.909668
	Iteration 14Q: 3 clusters Score -1993573 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1993610.000000 Penalty: 4779.909668
	Iteration 15Q: 3 clusters Score -1993610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1993649.000000 Penalty: 4779.909668
	Iteration 16Q: 3 clusters Score -1993649 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1993678.000000 Penalty: 4779.909668
	Iteration 17Q: 3 clusters Score -1993678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1993701.625000 Penalty: 4779.909668
	Iteration 18Q: 3 clusters Score -1993702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1993714.875000 Penalty: 4779.909668
	Iteration 19Q: 3 clusters Score -1993715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1993735.375000 Penalty: 4779.909668
	Iteration 20F: 3 clusters Score -1993735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1993745.500000 Penalty: 4779.909668
	Iteration 21Q: 3 clusters Score -1993746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1993757.625000 Penalty: 4779.909668
	Iteration 22Q: 3 clusters Score -1993758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1993775.750000 Penalty: 4779.909668
	Iteration 23Q: 3 clusters Score -1993776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1993783.125000 Penalty: 4779.909668
	Iteration 24Q: 3 clusters Score -1993783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1993794.250000 Penalty: 4779.909668
	Iteration 25Q: 3 clusters Score -1993794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1993801.375000 Penalty: 4779.909668
	Iteration 26Q: 3 clusters Score -1993801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1993809.250000 Penalty: 4779.909668
	Iteration 27Q: 3 clusters Score -1993809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1993821.500000 Penalty: 4779.909668
	Iteration 28Q: 3 clusters Score -1993822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1993825.375000 Penalty: 4779.909668
	Iteration 29Q: 3 clusters Score -1993825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1993836.625000 Penalty: 4779.909668
	Iteration 30Q: 3 clusters Score -1993837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1993843.125000 Penalty: 4779.909668
	Iteration 31Q: 3 clusters Score -1993843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1993852.625000 Penalty: 4779.909668
	Iteration 32Q: 3 clusters Score -1993853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1993859.250000 Penalty: 4779.909668
	Iteration 33Q: 3 clusters Score -1993859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1993863.500000 Penalty: 4779.909668
	Iteration 34Q: 3 clusters Score -1993864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1993877.500000 Penalty: 4779.909668
	Iteration 35Q: 3 clusters Score -1993878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1993880.500000 Penalty: 4779.909668
	Iteration 36Q: 3 clusters Score -1993880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1993892.750000 Penalty: 4779.909668
	Iteration 37Q: 3 clusters Score -1993893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1993898.000000 Penalty: 4779.909668
	Iteration 38Q: 3 clusters Score -1993898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1993912.250000 Penalty: 4779.909668
	Iteration 39Q: 3 clusters Score -1993912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1993930.875000 Penalty: 4779.909668
	Iteration 40F: 3 clusters Score -1993931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1993935.625000 Penalty: 4779.909668
	Iteration 41Q: 3 clusters Score -1993936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1993955.000000 Penalty: 4779.909668
	Iteration 42Q: 3 clusters Score -1993955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1993978.500000 Penalty: 4779.909668
	Iteration 43Q: 3 clusters Score -1993978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1993991.500000 Penalty: 4779.909668
	Iteration 44Q: 3 clusters Score -1993992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1994018.750000 Penalty: 4779.909668
	Iteration 45Q: 3 clusters Score -1994019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1994047.625000 Penalty: 4779.909668
	Iteration 46Q: 3 clusters Score -1994048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1994088.000000 Penalty: 4779.909668
	Iteration 47Q: 3 clusters Score -1994088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1994117.625000 Penalty: 4779.909668
	Iteration 48Q: 3 clusters Score -1994118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1994136.500000 Penalty: 4779.909668
	Iteration 49Q: 3 clusters Score -1994136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1994171.000000 Penalty: 4779.909668
	Iteration 50Q: 3 clusters Score -1994171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1994203.500000 Penalty: 4779.909668
	Iteration 51Q: 3 clusters Score -1994204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1994228.750000 Penalty: 4779.909668
	Iteration 52Q: 3 clusters Score -1994229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1994256.625000 Penalty: 4779.909668
	Iteration 53Q: 3 clusters Score -1994257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1994273.625000 Penalty: 4779.909668
	Iteration 54Q: 3 clusters Score -1994274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1994284.750000 Penalty: 4779.909668
	Iteration 55Q: 3 clusters Score -1994285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1994298.250000 Penalty: 4779.909668
	Iteration 56Q: 3 clusters Score -1994298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1994298.625000 Penalty: 4779.909668
	Iteration 57Q: 3 clusters Score -1994299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1994309.875000 Penalty: 4779.909668
	Iteration 58Q: 3 clusters Score -1994310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1994309.125000 Penalty: 4779.909668
	Iteration 59Q: 3 clusters Score -1994309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1994316.125000 Penalty: 4779.909668
	Iteration 60F: 3 clusters Score -1994316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1994324.000000 Penalty: 4779.909668
	Iteration 61Q: 3 clusters Score -1994324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1994328.875000 Penalty: 4779.909668
	Iteration 62Q: 3 clusters Score -1994329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1994329.250000 Penalty: 4779.909668
	Iteration 63Q: 3 clusters Score -1994329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1994335.125000 Penalty: 4779.909668
	Iteration 64Q: 3 clusters Score -1994335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1994338.500000 Penalty: 4779.909668
	Iteration 65Q: 3 clusters Score -1994338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1994340.375000 Penalty: 4779.909668
	Iteration 66Q: 3 clusters Score -1994340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1994339.875000 Penalty: 4779.909668
	Iteration 67Q: 3 clusters Score -1994340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1994341.375000 Penalty: 4779.909668
	Iteration 68Q: 3 clusters Score -1994341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1994343.625000 Penalty: 4779.909668
	Iteration 69Q: 3 clusters Score -1994344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1994345.250000 Penalty: 4779.909668
	Iteration 70Q: 3 clusters Score -1994345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1994345.250000 Penalty: 4779.909668
	Iteration 71F: 3 clusters Score -1994345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (126236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Entering Unmasked Estep 
Score: -17061514.000000 Penalty: 2912.985352
	Iteration 0F: 2 clusters Score -1.706151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -16978264.000000 Penalty: 5825.970703
	Iteration 0F: 3 clusters Score -1.697826e+07 nChanged 59952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -17012718.000000 Penalty: 5825.970703
	Iteration 1F: 3 clusters Score -1.701272e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -17013710.000000 Penalty: 5825.970703
	Iteration 2Q: 3 clusters Score -1.701371e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -17015396.000000 Penalty: 5825.970703
	Iteration 3Q: 3 clusters Score -1.70154e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -17018314.000000 Penalty: 5825.970703
	Iteration 4F: 3 clusters Score -1.701831e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -17023408.000000 Penalty: 5825.970703
	Iteration 5F: 3 clusters Score -1.702341e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -17031562.000000 Penalty: 5825.970703
	Iteration 6F: 3 clusters Score -1.703156e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -17041982.000000 Penalty: 5825.970703
	Iteration 7F: 3 clusters Score -1.704198e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118349 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -17051358.000000 Penalty: 5825.970703
	Iteration 8F: 3 clusters Score -1.705136e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -17056252.000000 Penalty: 5825.970703
	Iteration 9Q: 3 clusters Score -1.705625e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17057998.000000 Penalty: 5825.970703
	Iteration 10Q: 3 clusters Score -1.7058e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -17058502.000000 Penalty: 5825.970703
	Iteration 11Q: 3 clusters Score -1.70585e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126004 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17058690.000000 Penalty: 5825.970703
	Iteration 12Q: 3 clusters Score -1.705869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17058736.000000 Penalty: 5825.970703
	Iteration 13Q: 3 clusters Score -1.705874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17058758.000000 Penalty: 5825.970703
	Iteration 14Q: 3 clusters Score -1.705876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17058774.000000 Penalty: 5825.970703
	Iteration 15Q: 3 clusters Score -1.705877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17058782.000000 Penalty: 5825.970703
	Iteration 16Q: 3 clusters Score -1.705878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126050 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17058776.000000 Penalty: 5825.970703
	Iteration 17Q: 3 clusters Score -1.705878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17058774.000000 Penalty: 5825.970703
	Iteration 18Q: 3 clusters Score -1.705877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126055 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17058796.000000 Penalty: 5825.970703
	Iteration 19Q: 3 clusters Score -1.70588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17058800.000000 Penalty: 5825.970703
	Iteration 20F: 3 clusters Score -1.70588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17058792.000000 Penalty: 5825.970703
	Iteration 21Q: 3 clusters Score -1.705879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17058792.000000 Penalty: 5825.970703
	Iteration 22F: 3 clusters Score -1.705879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Entering Unmasked Estep 
Score: -13974691.000000 Penalty: 2866.626709
	Iteration 0F: 2 clusters Score -1.397469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -13904820.000000 Penalty: 5733.253418
	Iteration 0F: 3 clusters Score -1.390482e+07 nChanged 49490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -13933252.000000 Penalty: 5733.253418
	Iteration 1F: 3 clusters Score -1.393325e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -13933952.000000 Penalty: 5733.253418
	Iteration 2Q: 3 clusters Score -1.393395e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -13934654.000000 Penalty: 5733.253418
	Iteration 3Q: 3 clusters Score -1.393465e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -13935724.000000 Penalty: 5733.253418
	Iteration 4Q: 3 clusters Score -1.393572e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -13937396.000000 Penalty: 5733.253418
	Iteration 5Q: 3 clusters Score -1.39374e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -13939706.000000 Penalty: 5733.253418
	Iteration 6Q: 3 clusters Score -1.393971e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -13943936.000000 Penalty: 5733.253418
	Iteration 7F: 3 clusters Score -1.394394e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -13950530.000000 Penalty: 5733.253418
	Iteration 8F: 3 clusters Score -1.395053e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -13959029.000000 Penalty: 5733.253418
	Iteration 9F: 3 clusters Score -1.395903e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -13966452.000000 Penalty: 5733.253418
	Iteration 10F: 3 clusters Score -1.396645e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13970290.000000 Penalty: 5733.253418
	Iteration 11Q: 3 clusters Score -1.397029e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13971545.000000 Penalty: 5733.253418
	Iteration 12Q: 3 clusters Score -1.397154e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13971911.000000 Penalty: 5733.253418
	Iteration 13Q: 3 clusters Score -1.397191e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13972027.000000 Penalty: 5733.253418
	Iteration 14Q: 3 clusters Score -1.397203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13972068.000000 Penalty: 5733.253418
	Iteration 15Q: 3 clusters Score -1.397207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13972099.000000 Penalty: 5733.253418
	Iteration 16Q: 3 clusters Score -1.39721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13972106.000000 Penalty: 5733.253418
	Iteration 17Q: 3 clusters Score -1.397211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13972103.000000 Penalty: 5733.253418
	Iteration 18Q: 3 clusters Score -1.39721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13972103.000000 Penalty: 5733.253418
	Iteration 19F: 3 clusters Score -1.39721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -580768.937500 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -580768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -576484.875000 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -576484.9 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -577596.062500 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -577596.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -578002.000000 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -578002 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -578371.687500 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -578371.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -578687.812500 Penalty: 4194.470215
	Iteration 4F: 3 clusters Score -578687.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -578883.062500 Penalty: 4194.470215
	Iteration 5F: 3 clusters Score -578883.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -579009.687500 Penalty: 4194.470215
	Iteration 6Q: 3 clusters Score -579009.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -579099.375000 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -579099.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -579184.187500 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -579184.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -579240.562500 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -579240.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -579284.187500 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -579284.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -579317.312500 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -579317.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -579344.562500 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -579344.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -579385.562500 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -579385.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -579431.375000 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -579431.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -579473.000000 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -579473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -579509.250000 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -579509.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -579536.875000 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -579536.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -579564.687500 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -579564.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -579594.187500 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -579594.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -579630.187500 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -579630.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -579681.750000 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -579681.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -579751.187500 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -579751.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -579814.312500 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -579814.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -579852.375000 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -579852.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -579886.125000 Penalty: 4194.470215
	Iteration 25Q: 3 clusters Score -579886.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -579921.812500 Penalty: 4194.470215
	Iteration 26Q: 3 clusters Score -579921.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -579947.250000 Penalty: 4194.470215
	Iteration 27Q: 3 clusters Score -579947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -579969.875000 Penalty: 4194.470215
	Iteration 28Q: 3 clusters Score -579969.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -579982.312500 Penalty: 4194.470215
	Iteration 29Q: 3 clusters Score -579982.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -579991.437500 Penalty: 4194.470215
	Iteration 30Q: 3 clusters Score -579991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -580002.250000 Penalty: 4194.470215
	Iteration 31Q: 3 clusters Score -580002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -580006.250000 Penalty: 4194.470215
	Iteration 32Q: 3 clusters Score -580006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -580011.562500 Penalty: 4194.470215
	Iteration 33Q: 3 clusters Score -580011.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -580016.562500 Penalty: 4194.470215
	Iteration 34Q: 3 clusters Score -580016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -580021.562500 Penalty: 4194.470215
	Iteration 35Q: 3 clusters Score -580021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -580025.687500 Penalty: 4194.470215
	Iteration 36Q: 3 clusters Score -580025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -580029.250000 Penalty: 4194.470215
	Iteration 37Q: 3 clusters Score -580029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -580030.562500 Penalty: 4194.470215
	Iteration 38Q: 3 clusters Score -580030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -580033.250000 Penalty: 4194.470215
	Iteration 39Q: 3 clusters Score -580033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -580033.875000 Penalty: 4194.470215
	Iteration 40F: 3 clusters Score -580033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -580036.875000 Penalty: 4194.470215
	Iteration 41Q: 3 clusters Score -580036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -580036.812500 Penalty: 4194.470215
	Iteration 42Q: 3 clusters Score -580036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -580036.812500 Penalty: 4194.470215
	Iteration 43F: 3 clusters Score -580036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1032857.812500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1032858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1026513.187500 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1026513 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1028183.125000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1028183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1028467.937500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1028468 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1028676.187500 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1028676 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1028844.125000 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -1028844 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1028998.187500 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -1028998 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1029169.812500 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -1029170 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1029329.875000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -1029330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1029524.375000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1029524 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1029742.625000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1029743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1029939.187500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1029939 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1030128.062500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1030128 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1030291.500000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1030292 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1030432.125000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1030432 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1030534.312500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1030534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1030618.625000 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1030619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1030676.500000 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1030676 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1030718.937500 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1030719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1030746.625000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1030747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1030763.687500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1030764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1030783.000000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1030783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1030794.250000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1030794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1030805.937500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1030806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1030815.125000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1030815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1030826.750000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1030827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1030836.812500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1030837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1030846.062500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1030846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1030849.500000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1030850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1030855.625000 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1030856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1030858.625000 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1030859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1030862.750000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1030863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1030866.312500 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1030866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1030872.312500 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1030872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1030876.250000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1030876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1030884.125000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1030884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1030885.437500 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1030885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1030887.250000 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1030887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1030890.437500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1030890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1030893.625000 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -1030894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1030896.750000 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -1030897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1030902.312500 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -1030902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1030907.687500 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -1030908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1030908.812500 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -1030909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1030910.187500 Penalty: 4447.186035
	Iteration 43Q: 3 clusters Score -1030910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1030912.500000 Penalty: 4447.186035
	Iteration 44Q: 3 clusters Score -1030912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1030913.812500 Penalty: 4447.186035
	Iteration 45Q: 3 clusters Score -1030914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1030916.375000 Penalty: 4447.186035
	Iteration 46Q: 3 clusters Score -1030916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1030917.250000 Penalty: 4447.186035
	Iteration 47Q: 3 clusters Score -1030917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1030916.562500 Penalty: 4447.186035
	Iteration 48Q: 3 clusters Score -1030917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1030920.000000 Penalty: 4447.186035
	Iteration 49Q: 3 clusters Score -1030920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1030918.937500 Penalty: 4447.186035
	Iteration 50Q: 3 clusters Score -1030919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1030918.937500 Penalty: 4447.186035
	Iteration 51F: 3 clusters Score -1030919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Entering Unmasked Estep 
Score: -2685289.750000 Penalty: 2478.061768
	Iteration 0F: 2 clusters Score -2685290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2670018.250000 Penalty: 4956.123535
	Iteration 0F: 3 clusters Score -2670018 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2675382.750000 Penalty: 4956.123535
	Iteration 1F: 3 clusters Score -2675383 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2676019.500000 Penalty: 4956.123535
	Iteration 2F: 3 clusters Score -2676020 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2676579.500000 Penalty: 4956.123535
	Iteration 3F: 3 clusters Score -2676580 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2677088.250000 Penalty: 4956.123535
	Iteration 4Q: 3 clusters Score -2677088 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2677579.250000 Penalty: 4956.123535
	Iteration 5Q: 3 clusters Score -2677579 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2678102.000000 Penalty: 4956.123535
	Iteration 6Q: 3 clusters Score -2678102 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2678608.000000 Penalty: 4956.123535
	Iteration 7Q: 3 clusters Score -2678608 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2679124.000000 Penalty: 4956.123535
	Iteration 8Q: 3 clusters Score -2679124 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2679655.500000 Penalty: 4956.123535
	Iteration 9Q: 3 clusters Score -2679656 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2680149.500000 Penalty: 4956.123535
	Iteration 10Q: 3 clusters Score -2680150 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2680578.750000 Penalty: 4956.123535
	Iteration 11Q: 3 clusters Score -2680579 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2680941.750000 Penalty: 4956.123535
	Iteration 12Q: 3 clusters Score -2680942 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2681195.250000 Penalty: 4956.123535
	Iteration 13Q: 3 clusters Score -2681195 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2681368.750000 Penalty: 4956.123535
	Iteration 14Q: 3 clusters Score -2681369 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2681495.250000 Penalty: 4956.123535
	Iteration 15Q: 3 clusters Score -2681495 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2681590.000000 Penalty: 4956.123535
	Iteration 16Q: 3 clusters Score -2681590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2681630.000000 Penalty: 4956.123535
	Iteration 17Q: 3 clusters Score -2681630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2681669.000000 Penalty: 4956.123535
	Iteration 18Q: 3 clusters Score -2681669 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2681696.750000 Penalty: 4956.123535
	Iteration 19Q: 3 clusters Score -2681697 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2681738.500000 Penalty: 4956.123535
	Iteration 20F: 3 clusters Score -2681738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2681760.750000 Penalty: 4956.123535
	Iteration 21Q: 3 clusters Score -2681761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2681791.250000 Penalty: 4956.123535
	Iteration 22Q: 3 clusters Score -2681791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2681819.000000 Penalty: 4956.123535
	Iteration 23Q: 3 clusters Score -2681819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2681840.250000 Penalty: 4956.123535
	Iteration 24Q: 3 clusters Score -2681840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2681865.500000 Penalty: 4956.123535
	Iteration 25Q: 3 clusters Score -2681866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2681883.250000 Penalty: 4956.123535
	Iteration 26Q: 3 clusters Score -2681883 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2681897.500000 Penalty: 4956.123535
	Iteration 27Q: 3 clusters Score -2681898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2681930.500000 Penalty: 4956.123535
	Iteration 28Q: 3 clusters Score -2681930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2681946.000000 Penalty: 4956.123535
	Iteration 29Q: 3 clusters Score -2681946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2681958.750000 Penalty: 4956.123535
	Iteration 30Q: 3 clusters Score -2681959 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2681971.500000 Penalty: 4956.123535
	Iteration 31Q: 3 clusters Score -2681972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2681987.250000 Penalty: 4956.123535
	Iteration 32Q: 3 clusters Score -2681987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2682005.500000 Penalty: 4956.123535
	Iteration 33Q: 3 clusters Score -2682006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2682036.250000 Penalty: 4956.123535
	Iteration 34Q: 3 clusters Score -2682036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2682045.000000 Penalty: 4956.123535
	Iteration 35Q: 3 clusters Score -2682045 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2682074.250000 Penalty: 4956.123535
	Iteration 36Q: 3 clusters Score -2682074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2682098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2682103.250000 Penalty: 4956.123535
	Iteration 38Q: 3 clusters Score -2682103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2682130.000000 Penalty: 4956.123535
	Iteration 39Q: 3 clusters Score -2682130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2682153.000000 Penalty: 4956.123535
	Iteration 40F: 3 clusters Score -2682153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2682179.500000 Penalty: 4956.123535
	Iteration 41Q: 3 clusters Score -2682180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2682192.750000 Penalty: 4956.123535
	Iteration 42Q: 3 clusters Score -2682193 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2682219.000000 Penalty: 4956.123535
	Iteration 43Q: 3 clusters Score -2682219 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2682238.250000 Penalty: 4956.123535
	Iteration 44Q: 3 clusters Score -2682238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2682243.250000 Penalty: 4956.123535
	Iteration 45Q: 3 clusters Score -2682243 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2682278.500000 Penalty: 4956.123535
	Iteration 46Q: 3 clusters Score -2682278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2682312.000000 Penalty: 4956.123535
	Iteration 47Q: 3 clusters Score -2682312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2682329.000000 Penalty: 4956.123535
	Iteration 48Q: 3 clusters Score -2682329 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2682349 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2682359.250000 Penalty: 4956.123535
	Iteration 50Q: 3 clusters Score -2682359 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2682378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2682397.000000 Penalty: 4956.123535
	Iteration 52Q: 3 clusters Score -2682397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2682420.500000 Penalty: 4956.123535
	Iteration 53Q: 3 clusters Score -2682420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2682446.750000 Penalty: 4956.123535
	Iteration 54Q: 3 clusters Score -2682447 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2682474.500000 Penalty: 4956.123535
	Iteration 55Q: 3 clusters Score -2682474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2682495.500000 Penalty: 4956.123535
	Iteration 56Q: 3 clusters Score -2682496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2682521.250000 Penalty: 4956.123535
	Iteration 57Q: 3 clusters Score -2682521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2682545.750000 Penalty: 4956.123535
	Iteration 58Q: 3 clusters Score -2682546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2682568.500000 Penalty: 4956.123535
	Iteration 59Q: 3 clusters Score -2682568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2682590.250000 Penalty: 4956.123535
	Iteration 60F: 3 clusters Score -2682590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2682613.750000 Penalty: 4956.123535
	Iteration 61Q: 3 clusters Score -2682614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2682635.750000 Penalty: 4956.123535
	Iteration 62Q: 3 clusters Score -2682636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2682656.000000 Penalty: 4956.123535
	Iteration 63Q: 3 clusters Score -2682656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2682688.250000 Penalty: 4956.123535
	Iteration 64Q: 3 clusters Score -2682688 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2682722.500000 Penalty: 4956.123535
	Iteration 65Q: 3 clusters Score -2682722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2682749.250000 Penalty: 4956.123535
	Iteration 66Q: 3 clusters Score -2682749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2682781.750000 Penalty: 4956.123535
	Iteration 67Q: 3 clusters Score -2682782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2682826.250000 Penalty: 4956.123535
	Iteration 68Q: 3 clusters Score -2682826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2682859.000000 Penalty: 4956.123535
	Iteration 69Q: 3 clusters Score -2682859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2682900.250000 Penalty: 4956.123535
	Iteration 70Q: 3 clusters Score -2682900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2682939.750000 Penalty: 4956.123535
	Iteration 71Q: 3 clusters Score -2682940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2682966.500000 Penalty: 4956.123535
	Iteration 72Q: 3 clusters Score -2682966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2682993.500000 Penalty: 4956.123535
	Iteration 73Q: 3 clusters Score -2682994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2683023.250000 Penalty: 4956.123535
	Iteration 74Q: 3 clusters Score -2683023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2683056.000000 Penalty: 4956.123535
	Iteration 75Q: 3 clusters Score -2683056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2683091.750000 Penalty: 4956.123535
	Iteration 76Q: 3 clusters Score -2683092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2683132.250000 Penalty: 4956.123535
	Iteration 77Q: 3 clusters Score -2683132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2683174.750000 Penalty: 4956.123535
	Iteration 78Q: 3 clusters Score -2683175 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2683232.250000 Penalty: 4956.123535
	Iteration 79Q: 3 clusters Score -2683232 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2683278.500000 Penalty: 4956.123535
	Iteration 80F: 3 clusters Score -2683278 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2683312.500000 Penalty: 4956.123535
	Iteration 81Q: 3 clusters Score -2683312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2683350.750000 Penalty: 4956.123535
	Iteration 82Q: 3 clusters Score -2683351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2683372.750000 Penalty: 4956.123535
	Iteration 83Q: 3 clusters Score -2683373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2683394.500000 Penalty: 4956.123535
	Iteration 84Q: 3 clusters Score -2683394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2683421.750000 Penalty: 4956.123535
	Iteration 85Q: 3 clusters Score -2683422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2683447.500000 Penalty: 4956.123535
	Iteration 86Q: 3 clusters Score -2683448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2683470.750000 Penalty: 4956.123535
	Iteration 87Q: 3 clusters Score -2683471 nChanged 68
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Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2683498.250000 Penalty: 4956.123535
	Iteration 88Q: 3 clusters Score -2683498 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2683519.250000 Penalty: 4956.123535
	Iteration 89Q: 3 clusters Score -2683519 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2683536.500000 Penalty: 4956.123535
	Iteration 90Q: 3 clusters Score -2683536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2683549.000000 Penalty: 4956.123535
	Iteration 91Q: 3 clusters Score -2683549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2683567.250000 Penalty: 4956.123535
	Iteration 92Q: 3 clusters Score -2683567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2683583.500000 Penalty: 4956.123535
	Iteration 93Q: 3 clusters Score -2683584 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2683607.750000 Penalty: 4956.123535
	Iteration 94Q: 3 clusters Score -2683608 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2683629.000000 Penalty: 4956.123535
	Iteration 95Q: 3 clusters Score -2683629 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2683644.000000 Penalty: 4956.123535
	Iteration 96Q: 3 clusters Score -2683644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2683670.000000 Penalty: 4956.123535
	Iteration 97Q: 3 clusters Score -2683670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2683691.250000 Penalty: 4956.123535
	Iteration 98Q: 3 clusters Score -2683691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2683711.500000 Penalty: 4956.123535
	Iteration 99Q: 3 clusters Score -2683712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2683737.500000 Penalty: 4956.123535
	Iteration 100F: 3 clusters Score -2683738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2683763.750000 Penalty: 4956.123535
	Iteration 101Q: 3 clusters Score -2683764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2683811.750000 Penalty: 4956.123535
	Iteration 102Q: 3 clusters Score -2683812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2683836.250000 Penalty: 4956.123535
	Iteration 103Q: 3 clusters Score -2683836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2683863.000000 Penalty: 4956.123535
	Iteration 104Q: 3 clusters Score -2683863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2683869.750000 Penalty: 4956.123535
	Iteration 105Q: 3 clusters Score -2683870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2683874.250000 Penalty: 4956.123535
	Iteration 106Q: 3 clusters Score -2683874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2683876.500000 Penalty: 4956.123535
	Iteration 107Q: 3 clusters Score -2683876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2683875.500000 Penalty: 4956.123535
	Iteration 108Q: 3 clusters Score -2683876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2683880.250000 Penalty: 4956.123535
	Iteration 109Q: 3 clusters Score -2683880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2683880.000000 Penalty: 4956.123535
	Iteration 110Q: 3 clusters Score -2683880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2683883.250000 Penalty: 4956.123535
	Iteration 111Q: 3 clusters Score -2683883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2683885.250000 Penalty: 4956.123535
	Iteration 112Q: 3 clusters Score -2683885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2683885.250000 Penalty: 4956.123535
	Iteration 113F: 3 clusters Score -2683885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -662565.750000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -662565.8 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 2559 members 
Entering Unmasked Estep 
Score: -658020.187500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -658020.2 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -659170.375000 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -659170.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -659398.312500 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -659398.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -659509.812500 Penalty: 4232.205566
	Iteration 3Q: 3 clusters Score -659509.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -659584.750000 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -659584.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -659630.562500 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -659630.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -659669.750000 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -659669.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -659701.687500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -659701.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -659729.625000 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -659729.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -659757.000000 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -659757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -659786.812500 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -659786.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -659810.250000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -659810.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -659827.937500 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -659827.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -659843.125000 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -659843.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -659859.437500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -659859.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -659880.812500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -659880.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -659898.687500 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -659898.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -659921.187500 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -659921.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -659947.812500 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -659947.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -659975.062500 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -659975.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -660005.687500 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -660005.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -660044.875000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -660044.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -660094.062500 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -660094.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -660151.062500 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -660151.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -660202.312500 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -660202.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -660250.937500 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -660250.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -660305.937500 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -660305.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -660358.062500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -660358.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -660412.812500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -660412.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -660472.125000 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -660472.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -660519.000000 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -660519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -660555.937500 Penalty: 4232.205566
	Iteration 31Q: 3 clusters Score -660555.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -660595.187500 Penalty: 4232.205566
	Iteration 32Q: 3 clusters Score -660595.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -660637.687500 Penalty: 4232.205566
	Iteration 33Q: 3 clusters Score -660637.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -660676.750000 Penalty: 4232.205566
	Iteration 34Q: 3 clusters Score -660676.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -660716.625000 Penalty: 4232.205566
	Iteration 35Q: 3 clusters Score -660716.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -660746.625000 Penalty: 4232.205566
	Iteration 36Q: 3 clusters Score -660746.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -660769.937500 Penalty: 4232.205566
	Iteration 37Q: 3 clusters Score -660769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -660792.375000 Penalty: 4232.205566
	Iteration 38Q: 3 clusters Score -660792.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -660816.625000 Penalty: 4232.205566
	Iteration 39Q: 3 clusters Score -660816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -660833.875000 Penalty: 4232.205566
	Iteration 40F: 3 clusters Score -660833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -660845.062500 Penalty: 4232.205566
	Iteration 41Q: 3 clusters Score -660845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -660855.125000 Penalty: 4232.205566
	Iteration 42Q: 3 clusters Score -660855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -660873.562500 Penalty: 4232.205566
	Iteration 43Q: 3 clusters Score -660873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -660882.375000 Penalty: 4232.205566
	Iteration 44Q: 3 clusters Score -660882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -660885.812500 Penalty: 4232.205566
	Iteration 45Q: 3 clusters Score -660885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -660888.312500 Penalty: 4232.205566
	Iteration 46Q: 3 clusters Score -660888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -660890.437500 Penalty: 4232.205566
	Iteration 47Q: 3 clusters Score -660890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -660891.187500 Penalty: 4232.205566
	Iteration 48Q: 3 clusters Score -660891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -660891.500000 Penalty: 4232.205566
	Iteration 49Q: 3 clusters Score -660891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -660892.625000 Penalty: 4232.205566
	Iteration 50Q: 3 clusters Score -660892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -660892.625000 Penalty: 4232.205566
	Iteration 51F: 3 clusters Score -660892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -580521.000000 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -580521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -576356.687500 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -576356.7 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -577288.500000 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -577288.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -577536.687500 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -577536.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -577756.437500 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -577756.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -577969.375000 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -577969.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -578184.000000 Penalty: 4161.460449
	Iteration 5F: 3 clusters Score -578184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -578348.625000 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -578348.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -578481.750000 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -578481.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -578581.000000 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -578581 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -578662.250000 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -578662.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -578734.375000 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -578734.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -578794.562500 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -578794.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -578850.500000 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -578850.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -578900.312500 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -578900.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -578945.187500 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -578945.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -578976.750000 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -578976.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -579000.125000 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -579000.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -579016.062500 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -579016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -579025.000000 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -579025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -579034.437500 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -579034.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -579039.875000 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -579039.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -579047.750000 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -579047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -579055.437500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -579055.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -579059.187500 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -579059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -579064.562500 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -579064.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -579076.375000 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -579076.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -579088.625000 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -579088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -579099.625000 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -579099.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -579109.500000 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -579109.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -579118.000000 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -579118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -579124.812500 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -579124.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -579130.625000 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -579130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -579134.187500 Penalty: 4161.460449
	Iteration 32Q: 3 clusters Score -579134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -579138.500000 Penalty: 4161.460449
	Iteration 33Q: 3 clusters Score -579138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -579142.000000 Penalty: 4161.460449
	Iteration 34Q: 3 clusters Score -579142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -579146.562500 Penalty: 4161.460449
	Iteration 35Q: 3 clusters Score -579146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -579151.875000 Penalty: 4161.460449
	Iteration 36Q: 3 clusters Score -579151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -579152.750000 Penalty: 4161.460449
	Iteration 37Q: 3 clusters Score -579152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -579155.062500 Penalty: 4161.460449
	Iteration 38Q: 3 clusters Score -579155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -579159.562500 Penalty: 4161.460449
	Iteration 39Q: 3 clusters Score -579159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -579162.375000 Penalty: 4161.460449
	Iteration 40F: 3 clusters Score -579162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -579167.000000 Penalty: 4161.460449
	Iteration 41Q: 3 clusters Score -579167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -579169.250000 Penalty: 4161.460449
	Iteration 42Q: 3 clusters Score -579169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -579170.312500 Penalty: 4161.460449
	Iteration 43Q: 3 clusters Score -579170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -579173.500000 Penalty: 4161.460449
	Iteration 44Q: 3 clusters Score -579173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -579176.250000 Penalty: 4161.460449
	Iteration 45Q: 3 clusters Score -579176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -579179.687500 Penalty: 4161.460449
	Iteration 46Q: 3 clusters Score -579179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -579179.500000 Penalty: 4161.460449
	Iteration 47Q: 3 clusters Score -579179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -579181.375000 Penalty: 4161.460449
	Iteration 48Q: 3 clusters Score -579181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -579182.250000 Penalty: 4161.460449
	Iteration 49Q: 3 clusters Score -579182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -579186.875000 Penalty: 4161.460449
	Iteration 50Q: 3 clusters Score -579186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -579189.062500 Penalty: 4161.460449
	Iteration 51Q: 3 clusters Score -579189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -579192.500000 Penalty: 4161.460449
	Iteration 52Q: 3 clusters Score -579192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -579194.625000 Penalty: 4161.460449
	Iteration 53Q: 3 clusters Score -579194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -579196.187500 Penalty: 4161.460449
	Iteration 54Q: 3 clusters Score -579196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -579199.562500 Penalty: 4161.460449
	Iteration 55Q: 3 clusters Score -579199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -579202.312500 Penalty: 4161.460449
	Iteration 56Q: 3 clusters Score -579202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -579202.250000 Penalty: 4161.460449
	Iteration 57Q: 3 clusters Score -579202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -579204.562500 Penalty: 4161.460449
	Iteration 58Q: 3 clusters Score -579204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -579204.000000 Penalty: 4161.460449
	Iteration 59Q: 3 clusters Score -579204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -579204.000000 Penalty: 4161.460449
	Iteration 60F: 3 clusters Score -579204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1779818.500000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1769797.500000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1769798 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1773070.500000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1773070 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1773600.000000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1773600 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1774084.750000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1774085 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1774559.625000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1774560 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1775040.625000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1775041 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1775543.500000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1775544 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1776015.500000 Penalty: 4724.510742
	Iteration 7Q: 3 clusters Score -1776016 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1776495.625000 Penalty: 4724.510742
	Iteration 8Q: 3 clusters Score -1776496 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1777079.750000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1777080 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1777786.500000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1777786 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1778440.875000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1778441 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1778874.625000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1778875 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1779128.750000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1779129 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1779276.625000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1779277 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1779379.000000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1779379 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1779459.250000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1779459 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1779514.500000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1779514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1779535.250000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1779535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1779555.750000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1779556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1779557.250000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1779557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1779571.500000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1779572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1779578.250000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1779578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1779580.125000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1779580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1779583.750000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1779584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1779592.125000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1779592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1779594.875000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1779595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1779602.625000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1779603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1779610.625000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1779611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1779613.250000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1779613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1779621.250000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1779621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1779622.750000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1779623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1779633.375000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1779633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1779636.750000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1779637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1779645.000000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1779645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1779639.125000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1779639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1779641.375000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1779641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1779643.875000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1779644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1779642.125000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1779642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1779643.625000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1779644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1779648.875000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1779649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1779645.250000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1779645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1779647.750000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1779648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1779650.125000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1779650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1779650.000000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1779650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1779649.500000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1779650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1779651.875000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1779652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1779648.500000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1779648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1779650.875000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1779651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1779656.500000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1779656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1779652.750000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1779653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1779653.625000 Penalty: 4724.510742
	Iteration 51Q: 3 clusters Score -1779654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1779655.750000 Penalty: 4724.510742
	Iteration 52Q: 3 clusters Score -1779656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1779656.625000 Penalty: 4724.510742
	Iteration 53Q: 3 clusters Score -1779657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1779654.625000 Penalty: 4724.510742
	Iteration 54Q: 3 clusters Score -1779655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1779653.000000 Penalty: 4724.510742
	Iteration 55Q: 3 clusters Score -1779653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1779653.000000 Penalty: 4724.510742
	Iteration 56Q: 3 clusters Score -1779653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1779653.000000 Penalty: 4724.510742
	Iteration 57F: 3 clusters Score -1779653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Entering Unmasked Estep 
Score: -5588928.500000 Penalty: 2635.632812
	Iteration 0F: 2 clusters Score -5588928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5561059.000000 Penalty: 5271.265625
	Iteration 0F: 3 clusters Score -5561059 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5571166.000000 Penalty: 5271.265625
	Iteration 1F: 3 clusters Score -5571166 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5571584.500000 Penalty: 5271.265625
	Iteration 2Q: 3 clusters Score -5571584 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5571943.000000 Penalty: 5271.265625
	Iteration 3Q: 3 clusters Score -5571943 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5572320.500000 Penalty: 5271.265625
	Iteration 4Q: 3 clusters Score -5572320 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5572699.000000 Penalty: 5271.265625
	Iteration 5Q: 3 clusters Score -5572699 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -5573087.000000 Penalty: 5271.265625
	Iteration 6Q: 3 clusters Score -5573087 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5573534.500000 Penalty: 5271.265625
	Iteration 7Q: 3 clusters Score -5573534 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5574052.500000 Penalty: 5271.265625
	Iteration 8Q: 3 clusters Score -5574052 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5574732.500000 Penalty: 5271.265625
	Iteration 9Q: 3 clusters Score -5574732 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5575529.500000 Penalty: 5271.265625
	Iteration 10Q: 3 clusters Score -5575530 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5576581.500000 Penalty: 5271.265625
	Iteration 11Q: 3 clusters Score -5576582 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -5577897.000000 Penalty: 5271.265625
	Iteration 12Q: 3 clusters Score -5577897 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5579368.500000 Penalty: 5271.265625
	Iteration 13F: 3 clusters Score -5579368 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5580866.000000 Penalty: 5271.265625
	Iteration 14F: 3 clusters Score -5580866 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -5582085.500000 Penalty: 5271.265625
	Iteration 15Q: 3 clusters Score -5582086 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5582981.500000 Penalty: 5271.265625
	Iteration 16Q: 3 clusters Score -5582982 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5583567.000000 Penalty: 5271.265625
	Iteration 17Q: 3 clusters Score -5583567 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5583998.000000 Penalty: 5271.265625
	Iteration 18Q: 3 clusters Score -5583998 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5584315.000000 Penalty: 5271.265625
	Iteration 19Q: 3 clusters Score -5584315 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5584651.000000 Penalty: 5271.265625
	Iteration 20F: 3 clusters Score -5584651 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5584890.000000 Penalty: 5271.265625
	Iteration 21Q: 3 clusters Score -5584890 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5585117.000000 Penalty: 5271.265625
	Iteration 22Q: 3 clusters Score -5585117 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5585287.000000 Penalty: 5271.265625
	Iteration 23Q: 3 clusters Score -5585287 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5585461.000000 Penalty: 5271.265625
	Iteration 24Q: 3 clusters Score -5585461 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5585620.000000 Penalty: 5271.265625
	Iteration 25Q: 3 clusters Score -5585620 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5585767.500000 Penalty: 5271.265625
	Iteration 26Q: 3 clusters Score -5585768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5585875.500000 Penalty: 5271.265625
	Iteration 27Q: 3 clusters Score -5585876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5585990.000000 Penalty: 5271.265625
	Iteration 28Q: 3 clusters Score -5585990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5586077.000000 Penalty: 5271.265625
	Iteration 29Q: 3 clusters Score -5586077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5586156.000000 Penalty: 5271.265625
	Iteration 30Q: 3 clusters Score -5586156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5586219.000000 Penalty: 5271.265625
	Iteration 31Q: 3 clusters Score -5586219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5586288.000000 Penalty: 5271.265625
	Iteration 32Q: 3 clusters Score -5586288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5586350.000000 Penalty: 5271.265625
	Iteration 33Q: 3 clusters Score -5586350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5586394.000000 Penalty: 5271.265625
	Iteration 34Q: 3 clusters Score -5586394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5586417.500000 Penalty: 5271.265625
	Iteration 35Q: 3 clusters Score -5586418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5586429.500000 Penalty: 5271.265625
	Iteration 36Q: 3 clusters Score -5586430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5586474.000000 Penalty: 5271.265625
	Iteration 37Q: 3 clusters Score -5586474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5586499.500000 Penalty: 5271.265625
	Iteration 38Q: 3 clusters Score -5586500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5586511.000000 Penalty: 5271.265625
	Iteration 39Q: 3 clusters Score -5586511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5586521.500000 Penalty: 5271.265625
	Iteration 40F: 3 clusters Score -5586522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5586529.500000 Penalty: 5271.265625
	Iteration 41Q: 3 clusters Score -5586530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5586553.500000 Penalty: 5271.265625
	Iteration 42Q: 3 clusters Score -5586554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5586564.500000 Penalty: 5271.265625
	Iteration 43Q: 3 clusters Score -5586564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5586582.500000 Penalty: 5271.265625
	Iteration 44Q: 3 clusters Score -5586582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5586607.000000 Penalty: 5271.265625
	Iteration 45Q: 3 clusters Score -5586607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5586617.000000 Penalty: 5271.265625
	Iteration 46Q: 3 clusters Score -5586617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5586626.000000 Penalty: 5271.265625
	Iteration 47Q: 3 clusters Score -5586626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5586621.500000 Penalty: 5271.265625
	Iteration 48Q: 3 clusters Score -5586622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5586622.000000 Penalty: 5271.265625
	Iteration 49Q: 3 clusters Score -5586622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5586628.000000 Penalty: 5271.265625
	Iteration 50Q: 3 clusters Score -5586628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5586634.500000 Penalty: 5271.265625
	Iteration 51Q: 3 clusters Score -5586634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5586638.000000 Penalty: 5271.265625
	Iteration 52Q: 3 clusters Score -5586638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5586641.000000 Penalty: 5271.265625
	Iteration 53Q: 3 clusters Score -5586641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5586641.500000 Penalty: 5271.265625
	Iteration 54Q: 3 clusters Score -5586642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5586644.000000 Penalty: 5271.265625
	Iteration 55Q: 3 clusters Score -5586644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5586654.500000 Penalty: 5271.265625
	Iteration 56Q: 3 clusters Score -5586654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5586651.000000 Penalty: 5271.265625
	Iteration 57Q: 3 clusters Score -5586651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5586652.500000 Penalty: 5271.265625
	Iteration 58Q: 3 clusters Score -5586652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5586651.500000 Penalty: 5271.265625
	Iteration 59Q: 3 clusters Score -5586652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5586653.000000 Penalty: 5271.265625
	Iteration 60F: 3 clusters Score -5586653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5586658.000000 Penalty: 5271.265625
	Iteration 61Q: 3 clusters Score -5586658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5586655.000000 Penalty: 5271.265625
	Iteration 62Q: 3 clusters Score -5586655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5586659.500000 Penalty: 5271.265625
	Iteration 63Q: 3 clusters Score -5586660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5586671.500000 Penalty: 5271.265625
	Iteration 64Q: 3 clusters Score -5586672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5586673.000000 Penalty: 5271.265625
	Iteration 65Q: 3 clusters Score -5586673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5586673.500000 Penalty: 5271.265625
	Iteration 66Q: 3 clusters Score -5586674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5586676.000000 Penalty: 5271.265625
	Iteration 67Q: 3 clusters Score -5586676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5586683.500000 Penalty: 5271.265625
	Iteration 68Q: 3 clusters Score -5586684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5586682.500000 Penalty: 5271.265625
	Iteration 69Q: 3 clusters Score -5586682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5586678.000000 Penalty: 5271.265625
	Iteration 70Q: 3 clusters Score -5586678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5586680.500000 Penalty: 5271.265625
	Iteration 71Q: 3 clusters Score -5586680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5586683.500000 Penalty: 5271.265625
	Iteration 72Q: 3 clusters Score -5586684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5586680.500000 Penalty: 5271.265625
	Iteration 73Q: 3 clusters Score -5586680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5586687.000000 Penalty: 5271.265625
	Iteration 74Q: 3 clusters Score -5586687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5586682.500000 Penalty: 5271.265625
	Iteration 75Q: 3 clusters Score -5586682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5586681.500000 Penalty: 5271.265625
	Iteration 76Q: 3 clusters Score -5586682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5586681.500000 Penalty: 5271.265625
	Iteration 77F: 3 clusters Score -5586682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1202252.625000 Penalty: 2257.483398
	Iteration 0F: 2 clusters Score -1202253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1195171.250000 Penalty: 4514.966797
	Iteration 0F: 3 clusters Score -1195171 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1197197.250000 Penalty: 4514.966797
	Iteration 1F: 3 clusters Score -1197197 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1197520.875000 Penalty: 4514.966797
	Iteration 2F: 3 clusters Score -1197521 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1197731.625000 Penalty: 4514.966797
	Iteration 3F: 3 clusters Score -1197732 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1197895.125000 Penalty: 4514.966797
	Iteration 4Q: 3 clusters Score -1197895 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1198048.000000 Penalty: 4514.966797
	Iteration 5Q: 3 clusters Score -1198048 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1198182.375000 Penalty: 4514.966797
	Iteration 6Q: 3 clusters Score -1198182 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1198306.750000 Penalty: 4514.966797
	Iteration 7Q: 3 clusters Score -1198307 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1198426.375000 Penalty: 4514.966797
	Iteration 8Q: 3 clusters Score -1198426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1198525.500000 Penalty: 4514.966797
	Iteration 9Q: 3 clusters Score -1198526 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1198617.000000 Penalty: 4514.966797
	Iteration 10Q: 3 clusters Score -1198617 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1198706.750000 Penalty: 4514.966797
	Iteration 11Q: 3 clusters Score -1198707 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1198794.500000 Penalty: 4514.966797
	Iteration 12Q: 3 clusters Score -1198794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1198877.875000 Penalty: 4514.966797
	Iteration 13Q: 3 clusters Score -1198878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1198979.625000 Penalty: 4514.966797
	Iteration 14Q: 3 clusters Score -1198980 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1199070.250000 Penalty: 4514.966797
	Iteration 15Q: 3 clusters Score -1199070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1199171.375000 Penalty: 4514.966797
	Iteration 16Q: 3 clusters Score -1199171 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1199272.875000 Penalty: 4514.966797
	Iteration 17Q: 3 clusters Score -1199273 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1199368.500000 Penalty: 4514.966797
	Iteration 18Q: 3 clusters Score -1199368 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1199464.375000 Penalty: 4514.966797
	Iteration 19Q: 3 clusters Score -1199464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1199538.875000 Penalty: 4514.966797
	Iteration 20F: 3 clusters Score -1199539 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1199653.750000 Penalty: 4514.966797
	Iteration 21Q: 3 clusters Score -1199654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1199755.250000 Penalty: 4514.966797
	Iteration 22Q: 3 clusters Score -1199755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1199841.625000 Penalty: 4514.966797
	Iteration 23Q: 3 clusters Score -1199842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1199909.000000 Penalty: 4514.966797
	Iteration 24Q: 3 clusters Score -1199909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1199968.500000 Penalty: 4514.966797
	Iteration 25Q: 3 clusters Score -1199968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1200022.250000 Penalty: 4514.966797
	Iteration 26Q: 3 clusters Score -1200022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1200064.000000 Penalty: 4514.966797
	Iteration 27Q: 3 clusters Score -1200064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1200106.750000 Penalty: 4514.966797
	Iteration 28Q: 3 clusters Score -1200107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1200129.500000 Penalty: 4514.966797
	Iteration 29Q: 3 clusters Score -1200130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1200146.375000 Penalty: 4514.966797
	Iteration 30Q: 3 clusters Score -1200146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1200162.250000 Penalty: 4514.966797
	Iteration 31Q: 3 clusters Score -1200162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1200180.250000 Penalty: 4514.966797
	Iteration 32Q: 3 clusters Score -1200180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1200188.625000 Penalty: 4514.966797
	Iteration 33Q: 3 clusters Score -1200189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1200196.875000 Penalty: 4514.966797
	Iteration 34Q: 3 clusters Score -1200197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1200205.000000 Penalty: 4514.966797
	Iteration 35Q: 3 clusters Score -1200205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1200214.750000 Penalty: 4514.966797
	Iteration 36Q: 3 clusters Score -1200215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1200220.500000 Penalty: 4514.966797
	Iteration 37Q: 3 clusters Score -1200220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1200226.625000 Penalty: 4514.966797
	Iteration 38Q: 3 clusters Score -1200227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1200240.000000 Penalty: 4514.966797
	Iteration 39Q: 3 clusters Score -1200240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1200256.125000 Penalty: 4514.966797
	Iteration 40F: 3 clusters Score -1200256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1200267.500000 Penalty: 4514.966797
	Iteration 41Q: 3 clusters Score -1200268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1200272.875000 Penalty: 4514.966797
	Iteration 42Q: 3 clusters Score -1200273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1200273.750000 Penalty: 4514.966797
	Iteration 43Q: 3 clusters Score -1200274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1200284.500000 Penalty: 4514.966797
	Iteration 44Q: 3 clusters Score -1200284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1200288.375000 Penalty: 4514.966797
	Iteration 45Q: 3 clusters Score -1200288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1200298.375000 Penalty: 4514.966797
	Iteration 46Q: 3 clusters Score -1200298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1200304.000000 Penalty: 4514.966797
	Iteration 47Q: 3 clusters Score -1200304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1200309.375000 Penalty: 4514.966797
	Iteration 48Q: 3 clusters Score -1200309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1200313.250000 Penalty: 4514.966797
	Iteration 49Q: 3 clusters Score -1200313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1200315.250000 Penalty: 4514.966797
	Iteration 50Q: 3 clusters Score -1200315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1200321.125000 Penalty: 4514.966797
	Iteration 51Q: 3 clusters Score -1200321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1200326.750000 Penalty: 4514.966797
	Iteration 52Q: 3 clusters Score -1200327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1200329.500000 Penalty: 4514.966797
	Iteration 53Q: 3 clusters Score -1200330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1200330.125000 Penalty: 4514.966797
	Iteration 54Q: 3 clusters Score -1200330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1200330.250000 Penalty: 4514.966797
	Iteration 55Q: 3 clusters Score -1200330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1200330.250000 Penalty: 4514.966797
	Iteration 56F: 3 clusters Score -1200330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Entering Unmasked Estep 
Score: -14932172.000000 Penalty: 2900.108887
	Iteration 0F: 2 clusters Score -1.493217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -14852219.000000 Penalty: 5800.217773
	Iteration 0F: 3 clusters Score -1.485222e+07 nChanged 56987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -14886097.000000 Penalty: 5800.217773
	Iteration 1F: 3 clusters Score -1.48861e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -14888093.000000 Penalty: 5800.217773
	Iteration 2Q: 3 clusters Score -1.488809e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -14890737.000000 Penalty: 5800.217773
	Iteration 3Q: 3 clusters Score -1.489074e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -14894055.000000 Penalty: 5800.217773
	Iteration 4F: 3 clusters Score -1.489406e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -14897751.000000 Penalty: 5800.217773
	Iteration 5F: 3 clusters Score -1.489775e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -14902057.000000 Penalty: 5800.217773
	Iteration 6F: 3 clusters Score -1.490206e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -14906364.000000 Penalty: 5800.217773
	Iteration 7F: 3 clusters Score -1.490636e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -14910544.000000 Penalty: 5800.217773
	Iteration 8F: 3 clusters Score -1.491054e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -14914303.000000 Penalty: 5800.217773
	Iteration 9Q: 3 clusters Score -1.49143e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -14917432.000000 Penalty: 5800.217773
	Iteration 10Q: 3 clusters Score -1.491743e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -14920067.000000 Penalty: 5800.217773
	Iteration 11Q: 3 clusters Score -1.492007e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -14922300.000000 Penalty: 5800.217773
	Iteration 12Q: 3 clusters Score -1.49223e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -14924174.000000 Penalty: 5800.217773
	Iteration 13Q: 3 clusters Score -1.492417e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -14925580.000000 Penalty: 5800.217773
	Iteration 14Q: 3 clusters Score -1.492558e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -14926872.000000 Penalty: 5800.217773
	Iteration 15Q: 3 clusters Score -1.492687e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -14927816.000000 Penalty: 5800.217773
	Iteration 16Q: 3 clusters Score -1.492782e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116070 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -14928476.000000 Penalty: 5800.217773
	Iteration 17Q: 3 clusters Score -1.492848e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -14928913.000000 Penalty: 5800.217773
	Iteration 18Q: 3 clusters Score -1.492891e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14929227.000000 Penalty: 5800.217773
	Iteration 19Q: 3 clusters Score -1.492923e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14929454.000000 Penalty: 5800.217773
	Iteration 20F: 3 clusters Score -1.492945e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -14929648.000000 Penalty: 5800.217773
	Iteration 21Q: 3 clusters Score -1.492965e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14929765.000000 Penalty: 5800.217773
	Iteration 22Q: 3 clusters Score -1.492976e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -14929873.000000 Penalty: 5800.217773
	Iteration 23Q: 3 clusters Score -1.492987e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14929939.000000 Penalty: 5800.217773
	Iteration 24Q: 3 clusters Score -1.492994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14930013.000000 Penalty: 5800.217773
	Iteration 25Q: 3 clusters Score -1.493001e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14930050.000000 Penalty: 5800.217773
	Iteration 26Q: 3 clusters Score -1.493005e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14930055.000000 Penalty: 5800.217773
	Iteration 27Q: 3 clusters Score -1.493006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14930087.000000 Penalty: 5800.217773
	Iteration 28Q: 3 clusters Score -1.493009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14930084.000000 Penalty: 5800.217773
	Iteration 29Q: 3 clusters Score -1.493008e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14930109.000000 Penalty: 5800.217773
	Iteration 30Q: 3 clusters Score -1.493011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14930115.000000 Penalty: 5800.217773
	Iteration 31Q: 3 clusters Score -1.493012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14930120.000000 Penalty: 5800.217773
	Iteration 32Q: 3 clusters Score -1.493012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14930133.000000 Penalty: 5800.217773
	Iteration 33Q: 3 clusters Score -1.493013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14930123.000000 Penalty: 5800.217773
	Iteration 34Q: 3 clusters Score -1.493012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14930127.000000 Penalty: 5800.217773
	Iteration 35Q: 3 clusters Score -1.493013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14930129.000000 Penalty: 5800.217773
	Iteration 36Q: 3 clusters Score -1.493013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14930141.000000 Penalty: 5800.217773
	Iteration 37Q: 3 clusters Score -1.493014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14930150.000000 Penalty: 5800.217773
	Iteration 38Q: 3 clusters Score -1.493015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14930149.000000 Penalty: 5800.217773
	Iteration 39Q: 3 clusters Score -1.493015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14930149.000000 Penalty: 5800.217773
	Iteration 40F: 3 clusters Score -1.493015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14930148.000000 Penalty: 5800.217773
	Iteration 41Q: 3 clusters Score -1.493015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14930150.000000 Penalty: 5800.217773
	Iteration 42Q: 3 clusters Score -1.493015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14930154.000000 Penalty: 5800.217773
	Iteration 43Q: 3 clusters Score -1.493015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14930154.000000 Penalty: 5800.217773
	Iteration 44F: 3 clusters Score -1.493015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Entering Unmasked Estep 
Score: -10235762.000000 Penalty: 2788.206787
	Iteration 0F: 2 clusters Score -1.023576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -10184718.000000 Penalty: 5576.413574
	Iteration 0F: 3 clusters Score -1.018472e+07 nChanged 35823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -10204649.000000 Penalty: 5576.413574
	Iteration 1F: 3 clusters Score -1.020465e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10205448.000000 Penalty: 5576.413574
	Iteration 2Q: 3 clusters Score -1.020545e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10206171.000000 Penalty: 5576.413574
	Iteration 3Q: 3 clusters Score -1.020617e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -10207210.000000 Penalty: 5576.413574
	Iteration 4Q: 3 clusters Score -1.020721e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -10208734.000000 Penalty: 5576.413574
	Iteration 5Q: 3 clusters Score -1.020873e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -10211468.000000 Penalty: 5576.413574
	Iteration 6F: 3 clusters Score -1.021147e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -10216063.000000 Penalty: 5576.413574
	Iteration 7F: 3 clusters Score -1.021606e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -10222194.000000 Penalty: 5576.413574
	Iteration 8F: 3 clusters Score -1.022219e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -10227983.000000 Penalty: 5576.413574
	Iteration 9F: 3 clusters Score -1.022798e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -10231440.000000 Penalty: 5576.413574
	Iteration 10Q: 3 clusters Score -1.023144e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -10232850.000000 Penalty: 5576.413574
	Iteration 11Q: 3 clusters Score -1.023285e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -10233413.000000 Penalty: 5576.413574
	Iteration 12Q: 3 clusters Score -1.023341e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -10233685.000000 Penalty: 5576.413574
	Iteration 13Q: 3 clusters Score -1.023368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -10233807.000000 Penalty: 5576.413574
	Iteration 14Q: 3 clusters Score -1.023381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -10233865.000000 Penalty: 5576.413574
	Iteration 15Q: 3 clusters Score -1.023386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -10233908.000000 Penalty: 5576.413574
	Iteration 16Q: 3 clusters Score -1.023391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -10233911.000000 Penalty: 5576.413574
	Iteration 17Q: 3 clusters Score -1.023391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -10233933.000000 Penalty: 5576.413574
	Iteration 18Q: 3 clusters Score -1.023393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -10233942.000000 Penalty: 5576.413574
	Iteration 19Q: 3 clusters Score -1.023394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -10233945.000000 Penalty: 5576.413574
	Iteration 20F: 3 clusters Score -1.023394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -10233950.000000 Penalty: 5576.413574
	Iteration 21Q: 3 clusters Score -1.023395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -10233950.000000 Penalty: 5576.413574
	Iteration 22Q: 3 clusters Score -1.023395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -10233946.000000 Penalty: 5576.413574
	Iteration 23Q: 3 clusters Score -1.023395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -10233949.000000 Penalty: 5576.413574
	Iteration 24Q: 3 clusters Score -1.023395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -10233949.000000 Penalty: 5576.413574
	Iteration 25F: 3 clusters Score -1.023395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Entering Unmasked Estep 
Score: -2334124.500000 Penalty: 2419.739746
	Iteration 0F: 2 clusters Score -2334124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2321890.000000 Penalty: 4839.479492
	Iteration 0F: 3 clusters Score -2321890 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2325934.000000 Penalty: 4839.479492
	Iteration 1F: 3 clusters Score -2325934 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2326428.500000 Penalty: 4839.479492
	Iteration 2F: 3 clusters Score -2326428 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2326949.000000 Penalty: 4839.479492
	Iteration 3F: 3 clusters Score -2326949 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2327640.500000 Penalty: 4839.479492
	Iteration 4F: 3 clusters Score -2327640 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2328456.000000 Penalty: 4839.479492
	Iteration 5F: 3 clusters Score -2328456 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2329364.000000 Penalty: 4839.479492
	Iteration 6F: 3 clusters Score -2329364 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2330235.000000 Penalty: 4839.479492
	Iteration 7F: 3 clusters Score -2330235 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2331063.500000 Penalty: 4839.479492
	Iteration 8F: 3 clusters Score -2331064 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2331717.500000 Penalty: 4839.479492
	Iteration 9Q: 3 clusters Score -2331718 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2332149.750000 Penalty: 4839.479492
	Iteration 10Q: 3 clusters Score -2332150 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2332425.750000 Penalty: 4839.479492
	Iteration 11Q: 3 clusters Score -2332426 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2332587.750000 Penalty: 4839.479492
	Iteration 12Q: 3 clusters Score -2332588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2332662.750000 Penalty: 4839.479492
	Iteration 13Q: 3 clusters Score -2332663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2332713.250000 Penalty: 4839.479492
	Iteration 14Q: 3 clusters Score -2332713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2332738.000000 Penalty: 4839.479492
	Iteration 15Q: 3 clusters Score -2332738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2332750.250000 Penalty: 4839.479492
	Iteration 16Q: 3 clusters Score -2332750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2332763.500000 Penalty: 4839.479492
	Iteration 17Q: 3 clusters Score -2332764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2332770.500000 Penalty: 4839.479492
	Iteration 18Q: 3 clusters Score -2332770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2332773.250000 Penalty: 4839.479492
	Iteration 19Q: 3 clusters Score -2332773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2332786.750000 Penalty: 4839.479492
	Iteration 20F: 3 clusters Score -2332787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2332791.250000 Penalty: 4839.479492
	Iteration 21Q: 3 clusters Score -2332791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2332792.250000 Penalty: 4839.479492
	Iteration 22Q: 3 clusters Score -2332792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2332790.500000 Penalty: 4839.479492
	Iteration 23Q: 3 clusters Score -2332790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2332795.500000 Penalty: 4839.479492
	Iteration 24Q: 3 clusters Score -2332796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2332799.250000 Penalty: 4839.479492
	Iteration 25Q: 3 clusters Score -2332799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2332800.250000 Penalty: 4839.479492
	Iteration 26Q: 3 clusters Score -2332800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2332806.500000 Penalty: 4839.479492
	Iteration 27Q: 3 clusters Score -2332806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2332807.000000 Penalty: 4839.479492
	Iteration 28Q: 3 clusters Score -2332807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2332807.000000 Penalty: 4839.479492
	Iteration 29F: 3 clusters Score -2332807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -849991.750000 Penalty: 2184.660889
	Iteration 0F: 2 clusters Score -849991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -844398.875000 Penalty: 4369.321777
	Iteration 0F: 3 clusters Score -844398.9 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -846051.062500 Penalty: 4369.321777
	Iteration 1F: 3 clusters Score -846051.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -846364.625000 Penalty: 4369.321777
	Iteration 2F: 3 clusters Score -846364.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -846638.125000 Penalty: 4369.321777
	Iteration 3F: 3 clusters Score -846638.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -846889.250000 Penalty: 4369.321777
	Iteration 4F: 3 clusters Score -846889.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -847124.625000 Penalty: 4369.321777
	Iteration 5Q: 3 clusters Score -847124.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -847387.562500 Penalty: 4369.321777
	Iteration 6Q: 3 clusters Score -847387.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -847700.500000 Penalty: 4369.321777
	Iteration 7F: 3 clusters Score -847700.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -847970.125000 Penalty: 4369.321777
	Iteration 8Q: 3 clusters Score -847970.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -848248.375000 Penalty: 4369.321777
	Iteration 9Q: 3 clusters Score -848248.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -848459.750000 Penalty: 4369.321777
	Iteration 10Q: 3 clusters Score -848459.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -848583.500000 Penalty: 4369.321777
	Iteration 11Q: 3 clusters Score -848583.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -848651.625000 Penalty: 4369.321777
	Iteration 12Q: 3 clusters Score -848651.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -848686.937500 Penalty: 4369.321777
	Iteration 13Q: 3 clusters Score -848686.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -848723.250000 Penalty: 4369.321777
	Iteration 14Q: 3 clusters Score -848723.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -848742.500000 Penalty: 4369.321777
	Iteration 15Q: 3 clusters Score -848742.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -848757.562500 Penalty: 4369.321777
	Iteration 16Q: 3 clusters Score -848757.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -848772.062500 Penalty: 4369.321777
	Iteration 17Q: 3 clusters Score -848772.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -848779.750000 Penalty: 4369.321777
	Iteration 18Q: 3 clusters Score -848779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -848786.875000 Penalty: 4369.321777
	Iteration 19Q: 3 clusters Score -848786.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -848792.687500 Penalty: 4369.321777
	Iteration 20F: 3 clusters Score -848792.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -848797.562500 Penalty: 4369.321777
	Iteration 21Q: 3 clusters Score -848797.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -848801.187500 Penalty: 4369.321777
	Iteration 22Q: 3 clusters Score -848801.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -848808.062500 Penalty: 4369.321777
	Iteration 23Q: 3 clusters Score -848808.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -848810.500000 Penalty: 4369.321777
	Iteration 24Q: 3 clusters Score -848810.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -848814.062500 Penalty: 4369.321777
	Iteration 25Q: 3 clusters Score -848814.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -848814.437500 Penalty: 4369.321777
	Iteration 26Q: 3 clusters Score -848814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -848815.937500 Penalty: 4369.321777
	Iteration 27Q: 3 clusters Score -848815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -848820.062500 Penalty: 4369.321777
	Iteration 28Q: 3 clusters Score -848820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -848823.312500 Penalty: 4369.321777
	Iteration 29Q: 3 clusters Score -848823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -848824.312500 Penalty: 4369.321777
	Iteration 30Q: 3 clusters Score -848824.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -848824.437500 Penalty: 4369.321777
	Iteration 31Q: 3 clusters Score -848824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -848827.875000 Penalty: 4369.321777
	Iteration 32Q: 3 clusters Score -848827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -848828.562500 Penalty: 4369.321777
	Iteration 33Q: 3 clusters Score -848828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -848827.812500 Penalty: 4369.321777
	Iteration 34Q: 3 clusters Score -848827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -848829.687500 Penalty: 4369.321777
	Iteration 35Q: 3 clusters Score -848829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -848828.687500 Penalty: 4369.321777
	Iteration 36Q: 3 clusters Score -848828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -848829.375000 Penalty: 4369.321777
	Iteration 37Q: 3 clusters Score -848829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -848829.375000 Penalty: 4369.321777
	Iteration 38F: 3 clusters Score -848829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -433887.593750 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -433887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -430352.781250 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -430352.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -431113.812500 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -431113.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -431310.437500 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -431310.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -431417.156250 Penalty: 4041.198242
	Iteration 3Q: 3 clusters Score -431417.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -431492.312500 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -431492.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -431552.687500 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -431552.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -431624.625000 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -431624.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -431696.812500 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -431696.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -431765.187500 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -431765.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -431825.937500 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -431825.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -431877.968750 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -431878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -431931.000000 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -431931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -431986.250000 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -431986.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -432055.593750 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -432055.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -432110.562500 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -432110.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -432157.843750 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -432157.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -432194.468750 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -432194.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -432225.687500 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -432225.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -432251.375000 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -432251.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -432278.906250 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -432278.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -432307.000000 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -432307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -432328.625000 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -432328.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -432344.531250 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -432344.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -432360.406250 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -432360.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -432373.531250 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -432373.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -432384.593750 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -432384.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -432391.062500 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -432391.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -432395.781250 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -432395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -432399.000000 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -432399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -432400.281250 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -432400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -432402.812500 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -432402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -432405.625000 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -432405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -432407.656250 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -432407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -432412.218750 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -432412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -432416.937500 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -432416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -432419.625000 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -432419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -432420.843750 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -432420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -432421.656250 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -432421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -432422.281250 Penalty: 4041.198242
	Iteration 38Q: 3 clusters Score -432422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -432424.437500 Penalty: 4041.198242
	Iteration 39Q: 3 clusters Score -432424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -432426.000000 Penalty: 4041.198242
	Iteration 40F: 3 clusters Score -432426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -432427.593750 Penalty: 4041.198242
	Iteration 41Q: 3 clusters Score -432427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -432429.906250 Penalty: 4041.198242
	Iteration 42Q: 3 clusters Score -432429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -432430.500000 Penalty: 4041.198242
	Iteration 43Q: 3 clusters Score -432430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -432430.500000 Penalty: 4041.198242
	Iteration 44F: 3 clusters Score -432430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Entering Unmasked Estep 
Score: -1838112.750000 Penalty: 2369.409668
	Iteration 0F: 2 clusters Score -1838113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1827804.875000 Penalty: 4738.819336
	Iteration 0F: 3 clusters Score -1827805 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1831090.750000 Penalty: 4738.819336
	Iteration 1F: 3 clusters Score -1831091 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1831604.750000 Penalty: 4738.819336
	Iteration 2F: 3 clusters Score -1831605 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1832091.375000 Penalty: 4738.819336
	Iteration 3F: 3 clusters Score -1832091 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1832539.500000 Penalty: 4738.819336
	Iteration 4F: 3 clusters Score -1832540 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1832984.125000 Penalty: 4738.819336
	Iteration 5F: 3 clusters Score -1832984 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1833454.750000 Penalty: 4738.819336
	Iteration 6F: 3 clusters Score -1833455 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1833967.375000 Penalty: 4738.819336
	Iteration 7F: 3 clusters Score -1833967 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1834451.125000 Penalty: 4738.819336
	Iteration 8F: 3 clusters Score -1834451 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1834899.250000 Penalty: 4738.819336
	Iteration 9F: 3 clusters Score -1834899 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1835267.250000 Penalty: 4738.819336
	Iteration 10Q: 3 clusters Score -1835267 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1835593.375000 Penalty: 4738.819336
	Iteration 11Q: 3 clusters Score -1835593 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1835892.250000 Penalty: 4738.819336
	Iteration 12Q: 3 clusters Score -1835892 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1836136.625000 Penalty: 4738.819336
	Iteration 13Q: 3 clusters Score -1836137 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1836351.750000 Penalty: 4738.819336
	Iteration 14Q: 3 clusters Score -1836352 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1836534.375000 Penalty: 4738.819336
	Iteration 15Q: 3 clusters Score -1836534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1836699.375000 Penalty: 4738.819336
	Iteration 16Q: 3 clusters Score -1836699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1836818.875000 Penalty: 4738.819336
	Iteration 17Q: 3 clusters Score -1836819 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1836925.750000 Penalty: 4738.819336
	Iteration 18Q: 3 clusters Score -1836926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1837024.125000 Penalty: 4738.819336
	Iteration 19Q: 3 clusters Score -1837024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1837096.750000 Penalty: 4738.819336
	Iteration 20F: 3 clusters Score -1837097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1837151.375000 Penalty: 4738.819336
	Iteration 21Q: 3 clusters Score -1837151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1837187.125000 Penalty: 4738.819336
	Iteration 22Q: 3 clusters Score -1837187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1837209.000000 Penalty: 4738.819336
	Iteration 23Q: 3 clusters Score -1837209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1837225.125000 Penalty: 4738.819336
	Iteration 24Q: 3 clusters Score -1837225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1837233.875000 Penalty: 4738.819336
	Iteration 25Q: 3 clusters Score -1837234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1837238.500000 Penalty: 4738.819336
	Iteration 26Q: 3 clusters Score -1837238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1837239.875000 Penalty: 4738.819336
	Iteration 27Q: 3 clusters Score -1837240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1837241.000000 Penalty: 4738.819336
	Iteration 28Q: 3 clusters Score -1837241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1837242.250000 Penalty: 4738.819336
	Iteration 29Q: 3 clusters Score -1837242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1837244.625000 Penalty: 4738.819336
	Iteration 30Q: 3 clusters Score -1837245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1837244.625000 Penalty: 4738.819336
	Iteration 31F: 3 clusters Score -1837245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227400 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138851 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126236 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 479Q: 35 clusters Score -1.811327e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227393 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138875 members 
Mstep: Class 17 contains 69282 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126218 members 
Mstep: Class 20 contains 104715 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119849 members 
Mstep: Class 30 contains 76326 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132720.000000 Penalty: 119358.375000
Iteration 480F: 35 clusters Score -1.811327e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227393 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138883 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126207 members 
Mstep: Class 20 contains 104718 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119852 members 
Mstep: Class 30 contains 76325 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132784.000000 Penalty: 119358.375000
Iteration 481Q: 35 clusters Score -1.811328e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227392 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138901 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126190 members 
Mstep: Class 20 contains 104719 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119851 members 
Mstep: Class 30 contains 76325 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132752.000000 Penalty: 119358.375000
Iteration 482Q: 35 clusters Score -1.811328e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18537 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227389 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138917 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126182 members 
Mstep: Class 20 contains 104720 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119847 members 
Mstep: Class 30 contains 76324 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 483Q: 35 clusters Score -1.811326e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18536 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227386 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138925 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126176 members 
Mstep: Class 20 contains 104720 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119850 members 
Mstep: Class 30 contains 76323 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132624.000000 Penalty: 119358.375000
Iteration 484Q: 35 clusters Score -1.811326e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18535 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227384 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79332 members 
Mstep: Class 16 contains 138933 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126170 members 
Mstep: Class 20 contains 104720 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119852 members 
Mstep: Class 30 contains 76323 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 485Q: 35 clusters Score -1.811327e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18534 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227384 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79332 members 
Mstep: Class 16 contains 138939 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126167 members 
Mstep: Class 20 contains 104718 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119852 members 
Mstep: Class 30 contains 76323 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 486Q: 35 clusters Score -1.811327e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18533 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227381 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67821 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79332 members 
Mstep: Class 16 contains 138948 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126160 members 
Mstep: Class 20 contains 104717 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76324 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132768.000000 Penalty: 119358.375000
Iteration 487Q: 35 clusters Score -1.811328e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18533 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227379 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138953 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126159 members 
Mstep: Class 20 contains 104715 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76324 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132736.000000 Penalty: 119358.375000
Iteration 488Q: 35 clusters Score -1.811327e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227377 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79333 members 
Mstep: Class 16 contains 138958 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126157 members 
Mstep: Class 20 contains 104717 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76323 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132768.000000 Penalty: 119358.375000
Iteration 489Q: 35 clusters Score -1.811328e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227379 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138960 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126151 members 
Mstep: Class 20 contains 104717 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76323 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132672.000000 Penalty: 119358.375000
Iteration 490Q: 35 clusters Score -1.811327e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227378 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138961 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126149 members 
Mstep: Class 20 contains 104719 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76322 members 
Mstep: Class 31 contains 17275 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 491Q: 35 clusters Score -1.811326e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227378 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138963 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126145 members 
Mstep: Class 20 contains 104721 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76322 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132640.000000 Penalty: 119358.375000
Iteration 492Q: 35 clusters Score -1.811326e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227378 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138965 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126143 members 
Mstep: Class 20 contains 104722 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 493Q: 35 clusters Score -1.811327e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227377 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138967 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126143 members 
Mstep: Class 20 contains 104722 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132704.000000 Penalty: 119358.375000
Iteration 494Q: 35 clusters Score -1.811327e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227375 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138970 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126141 members 
Mstep: Class 20 contains 104722 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 495Q: 35 clusters Score -1.811327e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227373 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138972 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126141 members 
Mstep: Class 20 contains 104722 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119855 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132656.000000 Penalty: 119358.375000
Iteration 496Q: 35 clusters Score -1.811327e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227372 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138975 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126140 members 
Mstep: Class 20 contains 104723 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 497Q: 35 clusters Score -1.811327e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227370 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138975 members 
Mstep: Class 17 contains 69280 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126142 members 
Mstep: Class 20 contains 104723 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 498Q: 35 clusters Score -1.811327e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227370 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138975 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126142 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 499Q: 35 clusters Score -1.811327e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 227370 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 13 contains 67820 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 79334 members 
Mstep: Class 16 contains 138975 members 
Mstep: Class 17 contains 69279 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 126142 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 119854 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 6695 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181132688.000000 Penalty: 119358.375000
Iteration 500F: 35 clusters Score -1.811327e+08 nChanged 0
Maximum iterations exceeded
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -540187712.000000 Penalty: 128621.875000
23->35 Clusters: Score -540187712.000000, best is -540155072.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 61288 members 
Mstep: Class 3 contains 60828 members 
Mstep: Class 4 contains 61478 members 
Mstep: Class 5 contains 61176 members 
Mstep: Class 6 contains 61113 members 
Mstep: Class 7 contains 61143 members 
Mstep: Class 8 contains 61184 members 
Mstep: Class 9 contains 61323 members 
Mstep: Class 10 contains 61024 members 
Mstep: Class 11 contains 61221 members 
Mstep: Class 12 contains 60709 members 
Mstep: Class 13 contains 60563 members 
Mstep: Class 14 contains 60885 members 
Mstep: Class 15 contains 61214 members 
Mstep: Class 16 contains 61349 members 
Mstep: Class 17 contains 60613 members 
Mstep: Class 18 contains 61131 members 
Mstep: Class 19 contains 60917 members 
Mstep: Class 20 contains 61484 members 
Mstep: Class 21 contains 61134 members 
Mstep: Class 22 contains 61117 members 
Mstep: Class 23 contains 60974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1035.698486 but Gain 3510.539062
Score: -174461600.000000 Penalty: 77231.890625
Iteration 0F: 23 clusters Score -1.744616e+08 nChanged 1336347
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 62950 members 
Mstep: Class 3 contains 68789 members 
Mstep: Class 4 contains 57608 members 
Mstep: Class 5 contains 81084 members 
Mstep: Class 6 contains 62319 members 
Mstep: Class 7 contains 54989 members 
Mstep: Class 8 contains 45128 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 44665 members 
Mstep: Class 11 contains 117023 members 
Mstep: Class 12 contains 37266 members 
Mstep: Class 14 contains 59335 members 
Mstep: Class 15 contains 59517 members 
Mstep: Class 16 contains 43682 members 
Mstep: Class 17 contains 45983 members 
Mstep: Class 18 contains 70332 members 
Mstep: Class 19 contains 38156 members 
Mstep: Class 20 contains 131280 members 
Mstep: Class 21 contains 52244 members 
Mstep: Class 22 contains 125025 members 
Mstep: Class 23 contains 43218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178279728.000000 Penalty: 77231.890625
Iteration 1F: 23 clusters Score -1.782797e+08 nChanged 558093
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 71283 members 
Mstep: Class 3 contains 65305 members 
Mstep: Class 4 contains 59038 members 
Mstep: Class 5 contains 75464 members 
Mstep: Class 6 contains 57369 members 
Mstep: Class 7 contains 45749 members 
Mstep: Class 8 contains 34965 members 
Mstep: Class 9 contains 24125 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 126329 members 
Mstep: Class 12 contains 23077 members 
Mstep: Class 14 contains 58849 members 
Mstep: Class 15 contains 45610 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 43250 members 
Mstep: Class 18 contains 81206 members 
Mstep: Class 19 contains 32097 members 
Mstep: Class 20 contains 215907 members 
Mstep: Class 21 contains 71665 members 
Mstep: Class 22 contains 105337 members 
Mstep: Class 23 contains 34034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179306368.000000 Penalty: 77231.890625
Iteration 2F: 23 clusters Score -1.793064e+08 nChanged 393114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 84061 members 
Mstep: Class 3 contains 58269 members 
Mstep: Class 4 contains 63469 members 
Mstep: Class 5 contains 72991 members 
Mstep: Class 6 contains 53083 members 
Mstep: Class 7 contains 45564 members 
Mstep: Class 8 contains 41849 members 
Mstep: Class 9 contains 17037 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 133432 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 14 contains 49371 members 
Mstep: Class 15 contains 35735 members 
Mstep: Class 16 contains 16514 members 
Mstep: Class 17 contains 34893 members 
Mstep: Class 18 contains 93968 members 
Mstep: Class 19 contains 26713 members 
Mstep: Class 20 contains 246501 members 
Mstep: Class 21 contains 97876 members 
Mstep: Class 22 contains 87660 members 
Mstep: Class 23 contains 27938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179816976.000000 Penalty: 77231.890625
Iteration 3F: 23 clusters Score -1.79817e+08 nChanged 286817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 92114 members 
Mstep: Class 3 contains 57459 members 
Mstep: Class 4 contains 67016 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 57296 members 
Mstep: Class 7 contains 46730 members 
Mstep: Class 8 contains 66993 members 
Mstep: Class 9 contains 14929 members 
Mstep: Class 10 contains 23304 members 
Mstep: Class 11 contains 134392 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 28105 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 27252 members 
Mstep: Class 18 contains 107083 members 
Mstep: Class 19 contains 19400 members 
Mstep: Class 20 contains 240973 members 
Mstep: Class 21 contains 111860 members 
Mstep: Class 22 contains 69501 members 
Mstep: Class 23 contains 25381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180119808.000000 Penalty: 77231.890625
Iteration 4F: 23 clusters Score -1.801198e+08 nChanged 213670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 93733 members 
Mstep: Class 3 contains 61721 members 
Mstep: Class 4 contains 68275 members 
Mstep: Class 5 contains 65810 members 
Mstep: Class 6 contains 62425 members 
Mstep: Class 7 contains 49142 members 
Mstep: Class 8 contains 87396 members 
Mstep: Class 9 contains 15698 members 
Mstep: Class 10 contains 17832 members 
Mstep: Class 11 contains 128353 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 14 contains 45586 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 21864 members 
Mstep: Class 18 contains 119391 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 231819 members 
Mstep: Class 21 contains 118270 members 
Mstep: Class 22 contains 57305 members 
Mstep: Class 23 contains 26504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180288800.000000 Penalty: 77231.890625
Iteration 5F: 23 clusters Score -1.802888e+08 nChanged 167408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 91878 members 
Mstep: Class 3 contains 68761 members 
Mstep: Class 4 contains 68358 members 
Mstep: Class 5 contains 62573 members 
Mstep: Class 6 contains 68476 members 
Mstep: Class 7 contains 54833 members 
Mstep: Class 8 contains 98314 members 
Mstep: Class 9 contains 16335 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 118258 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 15 contains 21993 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 18450 members 
Mstep: Class 18 contains 132340 members 
Mstep: Class 19 contains 9921 members 
Mstep: Class 20 contains 218477 members 
Mstep: Class 21 contains 121801 members 
Mstep: Class 22 contains 50828 members 
Mstep: Class 23 contains 28942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409952.000000 Penalty: 77231.890625
Iteration 6F: 23 clusters Score -1.8041e+08 nChanged 142252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 88603 members 
Mstep: Class 3 contains 76586 members 
Mstep: Class 4 contains 67717 members 
Mstep: Class 5 contains 58279 members 
Mstep: Class 6 contains 75397 members 
Mstep: Class 7 contains 63081 members 
Mstep: Class 8 contains 104699 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 10814 members 
Mstep: Class 11 contains 106960 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 14 contains 39821 members 
Mstep: Class 15 contains 20119 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 16409 members 
Mstep: Class 18 contains 145409 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 202649 members 
Mstep: Class 21 contains 124336 members 
Mstep: Class 22 contains 46056 members 
Mstep: Class 23 contains 31626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180529568.000000 Penalty: 77231.890625
Iteration 7F: 23 clusters Score -1.805296e+08 nChanged 124403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 84818 members 
Mstep: Class 3 contains 83718 members 
Mstep: Class 4 contains 67255 members 
Mstep: Class 5 contains 57732 members 
Mstep: Class 6 contains 82180 members 
Mstep: Class 7 contains 71880 members 
Mstep: Class 8 contains 108631 members 
Mstep: Class 9 contains 16631 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 14 contains 36255 members 
Mstep: Class 15 contains 18471 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 15057 members 
Mstep: Class 18 contains 157661 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 185303 members 
Mstep: Class 21 contains 124929 members 
Mstep: Class 22 contains 42029 members 
Mstep: Class 23 contains 33697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180622336.000000 Penalty: 77231.890625
Iteration 8F: 23 clusters Score -1.806223e+08 nChanged 112098
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 80607 members 
Mstep: Class 3 contains 89808 members 
Mstep: Class 4 contains 67399 members 
Mstep: Class 5 contains 62845 members 
Mstep: Class 6 contains 88245 members 
Mstep: Class 7 contains 80027 members 
Mstep: Class 8 contains 111121 members 
Mstep: Class 9 contains 16492 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 82753 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 14 contains 33176 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 13558 members 
Mstep: Class 18 contains 167901 members 
Mstep: Class 19 contains 5948 members 
Mstep: Class 20 contains 168166 members 
Mstep: Class 21 contains 124002 members 
Mstep: Class 22 contains 38426 members 
Mstep: Class 23 contains 34885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180683872.000000 Penalty: 77231.890625
Iteration 9F: 23 clusters Score -1.806839e+08 nChanged 96535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 76313 members 
Mstep: Class 3 contains 96445 members 
Mstep: Class 4 contains 68325 members 
Mstep: Class 5 contains 66511 members 
Mstep: Class 6 contains 93976 members 
Mstep: Class 7 contains 88439 members 
Mstep: Class 8 contains 112582 members 
Mstep: Class 9 contains 16077 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 70216 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 16182 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 175602 members 
Mstep: Class 19 contains 5580 members 
Mstep: Class 20 contains 152934 members 
Mstep: Class 21 contains 123306 members 
Mstep: Class 22 contains 35182 members 
Mstep: Class 23 contains 35544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180736000.000000 Penalty: 77231.890625
Iteration 10F: 23 clusters Score -1.80736e+08 nChanged 86899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 71890 members 
Mstep: Class 3 contains 103409 members 
Mstep: Class 4 contains 69998 members 
Mstep: Class 5 contains 69447 members 
Mstep: Class 6 contains 99964 members 
Mstep: Class 7 contains 96845 members 
Mstep: Class 8 contains 113229 members 
Mstep: Class 9 contains 15354 members 
Mstep: Class 10 contains 3865 members 
Mstep: Class 11 contains 57914 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 14 contains 26018 members 
Mstep: Class 15 contains 15892 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 181081 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 138936 members 
Mstep: Class 21 contains 122667 members 
Mstep: Class 22 contains 32267 members 
Mstep: Class 23 contains 35817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3474.311523 but Gain 3510.539062
Score: -180782752.000000 Penalty: 73721.351562
Iteration 11F: 22 clusters Score -1.807828e+08 nChanged 82884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 67095 members 
Mstep: Class 3 contains 110493 members 
Mstep: Class 4 contains 72177 members 
Mstep: Class 5 contains 72164 members 
Mstep: Class 6 contains 106184 members 
Mstep: Class 7 contains 105680 members 
Mstep: Class 8 contains 113463 members 
Mstep: Class 9 contains 14562 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 14 contains 21520 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 184818 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 125982 members 
Mstep: Class 21 contains 122123 members 
Mstep: Class 22 contains 29827 members 
Mstep: Class 23 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180826496.000000 Penalty: 73721.351562
Iteration 12F: 22 clusters Score -1.808265e+08 nChanged 73352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 138772 members 
Mstep: Class 2 contains 62176 members 
Mstep: Class 3 contains 117068 members 
Mstep: Class 4 contains 74671 members 
Mstep: Class 5 contains 74706 members 
Mstep: Class 6 contains 111908 members 
Mstep: Class 7 contains 112618 members 
Mstep: Class 8 contains 112688 members 
Mstep: Class 9 contains 13865 members 
Mstep: Class 11 contains 38482 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 14 contains 16891 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 10981 members 
Mstep: Class 17 contains 11620 members 
Mstep: Class 18 contains 187103 members 
Mstep: Class 19 contains 4806 members 
Mstep: Class 20 contains 112947 members 
Mstep: Class 21 contains 121317 members 
Mstep: Class 22 contains 27753 members 
Mstep: Class 23 contains 35673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180859408.000000 Penalty: 73721.351562
Iteration 13F: 22 clusters Score -1.808594e+08 nChanged 65983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 57438 members 
Mstep: Class 3 contains 122724 members 
Mstep: Class 4 contains 77371 members 
Mstep: Class 5 contains 77079 members 
Mstep: Class 6 contains 117846 members 
Mstep: Class 7 contains 118354 members 
Mstep: Class 8 contains 111171 members 
Mstep: Class 9 contains 13283 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 16219 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 11583 members 
Mstep: Class 18 contains 188610 members 
Mstep: Class 19 contains 4612 members 
Mstep: Class 20 contains 100896 members 
Mstep: Class 21 contains 120470 members 
Mstep: Class 22 contains 26127 members 
Mstep: Class 23 contains 35339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180883888.000000 Penalty: 73721.351562
Iteration 14Q: 22 clusters Score -1.808839e+08 nChanged 60220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 53042 members 
Mstep: Class 3 contains 127224 members 
Mstep: Class 4 contains 80374 members 
Mstep: Class 5 contains 79055 members 
Mstep: Class 6 contains 124480 members 
Mstep: Class 7 contains 123576 members 
Mstep: Class 8 contains 109120 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 11 contains 27507 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 16340 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 11507 members 
Mstep: Class 18 contains 189702 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 87736 members 
Mstep: Class 21 contains 119634 members 
Mstep: Class 22 contains 24828 members 
Mstep: Class 23 contains 34941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180901872.000000 Penalty: 73721.351562
Iteration 15Q: 22 clusters Score -1.809019e+08 nChanged 55341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 49268 members 
Mstep: Class 3 contains 130293 members 
Mstep: Class 4 contains 83729 members 
Mstep: Class 5 contains 80439 members 
Mstep: Class 6 contains 132095 members 
Mstep: Class 7 contains 128329 members 
Mstep: Class 8 contains 106338 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 14 contains 7391 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 11415 members 
Mstep: Class 18 contains 190408 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 73581 members 
Mstep: Class 21 contains 118822 members 
Mstep: Class 22 contains 23898 members 
Mstep: Class 23 contains 34566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180914880.000000 Penalty: 73721.351562
Iteration 16Q: 22 clusters Score -1.809149e+08 nChanged 51105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 167887 members 
Mstep: Class 2 contains 46095 members 
Mstep: Class 3 contains 132405 members 
Mstep: Class 4 contains 87461 members 
Mstep: Class 5 contains 81310 members 
Mstep: Class 6 contains 140979 members 
Mstep: Class 7 contains 132484 members 
Mstep: Class 8 contains 102792 members 
Mstep: Class 9 contains 12126 members 
Mstep: Class 11 contains 21838 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 16653 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 11250 members 
Mstep: Class 18 contains 190923 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 59855 members 
Mstep: Class 21 contains 117945 members 
Mstep: Class 22 contains 23171 members 
Mstep: Class 23 contains 34202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180925648.000000 Penalty: 73721.351562
Iteration 17Q: 22 clusters Score -1.809256e+08 nChanged 46956
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 43423 members 
Mstep: Class 3 contains 133866 members 
Mstep: Class 4 contains 91340 members 
Mstep: Class 5 contains 81802 members 
Mstep: Class 6 contains 150995 members 
Mstep: Class 7 contains 136049 members 
Mstep: Class 8 contains 98513 members 
Mstep: Class 9 contains 11855 members 
Mstep: Class 11 contains 20050 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 190969 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 48005 members 
Mstep: Class 21 contains 116987 members 
Mstep: Class 22 contains 22654 members 
Mstep: Class 23 contains 33888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180939120.000000 Penalty: 73721.351562
Iteration 18Q: 22 clusters Score -1.809391e+08 nChanged 43062
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 41226 members 
Mstep: Class 3 contains 134888 members 
Mstep: Class 4 contains 95519 members 
Mstep: Class 5 contains 82011 members 
Mstep: Class 6 contains 162218 members 
Mstep: Class 7 contains 138774 members 
Mstep: Class 8 contains 93452 members 
Mstep: Class 9 contains 11669 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 17058 members 
Mstep: Class 16 contains 12601 members 
Mstep: Class 17 contains 10758 members 
Mstep: Class 18 contains 190425 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 38746 members 
Mstep: Class 21 contains 115922 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 33588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180951568.000000 Penalty: 73721.351562
Iteration 19Q: 22 clusters Score -1.809516e+08 nChanged 39666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 39478 members 
Mstep: Class 3 contains 135581 members 
Mstep: Class 4 contains 99624 members 
Mstep: Class 5 contains 81975 members 
Mstep: Class 6 contains 174183 members 
Mstep: Class 7 contains 140904 members 
Mstep: Class 8 contains 87792 members 
Mstep: Class 9 contains 11523 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 12672 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 189167 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 32094 members 
Mstep: Class 21 contains 114805 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 33210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180964608.000000 Penalty: 73721.351562
Iteration 20F: 22 clusters Score -1.809646e+08 nChanged 37909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 38115 members 
Mstep: Class 3 contains 136065 members 
Mstep: Class 4 contains 103623 members 
Mstep: Class 5 contains 81609 members 
Mstep: Class 6 contains 186395 members 
Mstep: Class 7 contains 142291 members 
Mstep: Class 8 contains 82043 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 11 contains 16863 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 12721 members 
Mstep: Class 17 contains 10075 members 
Mstep: Class 18 contains 186725 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 26855 members 
Mstep: Class 21 contains 113754 members 
Mstep: Class 22 contains 22107 members 
Mstep: Class 23 contains 32873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180978176.000000 Penalty: 73721.351562
Iteration 21Q: 22 clusters Score -1.809782e+08 nChanged 37325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 136432 members 
Mstep: Class 4 contains 107328 members 
Mstep: Class 5 contains 81072 members 
Mstep: Class 6 contains 198518 members 
Mstep: Class 7 contains 143199 members 
Mstep: Class 8 contains 76461 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 11 contains 16292 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 12782 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 18 contains 183620 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 22724 members 
Mstep: Class 21 contains 112605 members 
Mstep: Class 22 contains 22147 members 
Mstep: Class 23 contains 32515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180988032.000000 Penalty: 73721.351562
Iteration 22Q: 22 clusters Score -1.80988e+08 nChanged 35670
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 35735 members 
Mstep: Class 3 contains 136713 members 
Mstep: Class 4 contains 110595 members 
Mstep: Class 5 contains 80493 members 
Mstep: Class 6 contains 209458 members 
Mstep: Class 7 contains 143826 members 
Mstep: Class 8 contains 71414 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 14 contains 5730 members 
Mstep: Class 15 contains 17871 members 
Mstep: Class 16 contains 12849 members 
Mstep: Class 17 contains 9739 members 
Mstep: Class 18 contains 179825 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 19467 members 
Mstep: Class 21 contains 111438 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 32173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180995696.000000 Penalty: 73721.351562
Iteration 23Q: 22 clusters Score -1.809957e+08 nChanged 31954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 34729 members 
Mstep: Class 3 contains 136877 members 
Mstep: Class 4 contains 113330 members 
Mstep: Class 5 contains 79972 members 
Mstep: Class 6 contains 217994 members 
Mstep: Class 7 contains 144330 members 
Mstep: Class 8 contains 67274 members 
Mstep: Class 9 contains 10928 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 18063 members 
Mstep: Class 16 contains 12905 members 
Mstep: Class 17 contains 9772 members 
Mstep: Class 18 contains 175808 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 17125 members 
Mstep: Class 21 contains 110466 members 
Mstep: Class 22 contains 22302 members 
Mstep: Class 23 contains 31808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181001168.000000 Penalty: 73721.351562
Iteration 24Q: 22 clusters Score -1.810012e+08 nChanged 27956
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 33807 members 
Mstep: Class 3 contains 136970 members 
Mstep: Class 4 contains 115684 members 
Mstep: Class 5 contains 79565 members 
Mstep: Class 6 contains 224493 members 
Mstep: Class 7 contains 144723 members 
Mstep: Class 8 contains 63786 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 11 contains 15528 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 18203 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 171504 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 15477 members 
Mstep: Class 21 contains 109864 members 
Mstep: Class 22 contains 22362 members 
Mstep: Class 23 contains 31461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181005632.000000 Penalty: 73721.351562
Iteration 25Q: 22 clusters Score -1.810056e+08 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 176965 members 
Mstep: Class 2 contains 32948 members 
Mstep: Class 3 contains 137083 members 
Mstep: Class 4 contains 117673 members 
Mstep: Class 5 contains 79243 members 
Mstep: Class 6 contains 229214 members 
Mstep: Class 7 contains 145089 members 
Mstep: Class 8 contains 60803 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 11 contains 15453 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 18299 members 
Mstep: Class 16 contains 12996 members 
Mstep: Class 17 contains 10035 members 
Mstep: Class 18 contains 167309 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 109387 members 
Mstep: Class 22 contains 22378 members 
Mstep: Class 23 contains 31175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181008128.000000 Penalty: 73721.351562
Iteration 26Q: 22 clusters Score -1.810081e+08 nChanged 20925
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 32086 members 
Mstep: Class 3 contains 137178 members 
Mstep: Class 4 contains 119483 members 
Mstep: Class 5 contains 78974 members 
Mstep: Class 6 contains 232614 members 
Mstep: Class 7 contains 145571 members 
Mstep: Class 8 contains 58301 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 11 contains 15413 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 18369 members 
Mstep: Class 16 contains 13039 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 163241 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 109025 members 
Mstep: Class 22 contains 22332 members 
Mstep: Class 23 contains 30909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181010736.000000 Penalty: 73721.351562
Iteration 27Q: 22 clusters Score -1.810107e+08 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 182278 members 
Mstep: Class 2 contains 31316 members 
Mstep: Class 3 contains 137273 members 
Mstep: Class 4 contains 121144 members 
Mstep: Class 5 contains 78802 members 
Mstep: Class 6 contains 235171 members 
Mstep: Class 7 contains 145991 members 
Mstep: Class 8 contains 56181 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 18416 members 
Mstep: Class 16 contains 13084 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 159259 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 108718 members 
Mstep: Class 22 contains 22264 members 
Mstep: Class 23 contains 30711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181012672.000000 Penalty: 73721.351562
Iteration 28Q: 22 clusters Score -1.810127e+08 nChanged 16456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 185076 members 
Mstep: Class 2 contains 30629 members 
Mstep: Class 3 contains 137390 members 
Mstep: Class 4 contains 122651 members 
Mstep: Class 5 contains 78622 members 
Mstep: Class 6 contains 237236 members 
Mstep: Class 7 contains 146428 members 
Mstep: Class 8 contains 54301 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 11 contains 15413 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 14 contains 8282 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 10546 members 
Mstep: Class 18 contains 155363 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 108504 members 
Mstep: Class 22 contains 22147 members 
Mstep: Class 23 contains 30479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181013856.000000 Penalty: 73721.351562
Iteration 29Q: 22 clusters Score -1.810139e+08 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 30017 members 
Mstep: Class 3 contains 137486 members 
Mstep: Class 4 contains 124053 members 
Mstep: Class 5 contains 78459 members 
Mstep: Class 6 contains 238926 members 
Mstep: Class 7 contains 146885 members 
Mstep: Class 8 contains 52639 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 11 contains 15434 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 14 contains 8466 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 13185 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 151563 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 108378 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 30280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181015248.000000 Penalty: 73721.351562
Iteration 30Q: 22 clusters Score -1.810152e+08 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 137593 members 
Mstep: Class 4 contains 125286 members 
Mstep: Class 5 contains 78249 members 
Mstep: Class 6 contains 240308 members 
Mstep: Class 7 contains 147339 members 
Mstep: Class 8 contains 51190 members 
Mstep: Class 9 contains 10206 members 
Mstep: Class 11 contains 15460 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 18456 members 
Mstep: Class 16 contains 13236 members 
Mstep: Class 17 contains 10945 members 
Mstep: Class 18 contains 148012 members 
Mstep: Class 19 contains 4483 members 
Mstep: Class 20 contains 12593 members 
Mstep: Class 21 contains 108342 members 
Mstep: Class 22 contains 21847 members 
Mstep: Class 23 contains 30095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181015760.000000 Penalty: 73721.351562
Iteration 31Q: 22 clusters Score -1.810158e+08 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 29032 members 
Mstep: Class 3 contains 137690 members 
Mstep: Class 4 contains 126357 members 
Mstep: Class 5 contains 78072 members 
Mstep: Class 6 contains 241563 members 
Mstep: Class 7 contains 147844 members 
Mstep: Class 8 contains 49893 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 14 contains 8661 members 
Mstep: Class 15 contains 18456 members 
Mstep: Class 16 contains 13279 members 
Mstep: Class 17 contains 11177 members 
Mstep: Class 18 contains 144789 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 108299 members 
Mstep: Class 22 contains 21691 members 
Mstep: Class 23 contains 29904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181016192.000000 Penalty: 73721.351562
Iteration 32Q: 22 clusters Score -1.810162e+08 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 28580 members 
Mstep: Class 3 contains 137773 members 
Mstep: Class 4 contains 127263 members 
Mstep: Class 5 contains 77923 members 
Mstep: Class 6 contains 242609 members 
Mstep: Class 7 contains 148315 members 
Mstep: Class 8 contains 48776 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 11 contains 15494 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 13324 members 
Mstep: Class 17 contains 11397 members 
Mstep: Class 18 contains 141829 members 
Mstep: Class 19 contains 4718 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 108267 members 
Mstep: Class 22 contains 21554 members 
Mstep: Class 23 contains 29722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181016688.000000 Penalty: 73721.351562
Iteration 33Q: 22 clusters Score -1.810167e+08 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 196949 members 
Mstep: Class 2 contains 28183 members 
Mstep: Class 3 contains 137823 members 
Mstep: Class 4 contains 127995 members 
Mstep: Class 5 contains 77815 members 
Mstep: Class 6 contains 243528 members 
Mstep: Class 7 contains 148783 members 
Mstep: Class 8 contains 47785 members 
Mstep: Class 9 contains 9940 members 
Mstep: Class 11 contains 15527 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 13358 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 139006 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 108218 members 
Mstep: Class 22 contains 21405 members 
Mstep: Class 23 contains 29603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181016464.000000 Penalty: 73721.351562
Iteration 34Q: 22 clusters Score -1.810165e+08 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 27834 members 
Mstep: Class 3 contains 137849 members 
Mstep: Class 4 contains 128614 members 
Mstep: Class 5 contains 77695 members 
Mstep: Class 6 contains 244402 members 
Mstep: Class 7 contains 149237 members 
Mstep: Class 8 contains 46909 members 
Mstep: Class 9 contains 9893 members 
Mstep: Class 11 contains 15543 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 14 contains 8853 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 13363 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 136463 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 12589 members 
Mstep: Class 21 contains 108219 members 
Mstep: Class 22 contains 21279 members 
Mstep: Class 23 contains 29464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181017776.000000 Penalty: 73721.351562
Iteration 35Q: 22 clusters Score -1.810178e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 200277 members 
Mstep: Class 2 contains 27512 members 
Mstep: Class 3 contains 137902 members 
Mstep: Class 4 contains 129114 members 
Mstep: Class 5 contains 77591 members 
Mstep: Class 6 contains 245218 members 
Mstep: Class 7 contains 149626 members 
Mstep: Class 8 contains 46152 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 11 contains 15556 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 14 contains 8892 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 13382 members 
Mstep: Class 17 contains 12041 members 
Mstep: Class 18 contains 134341 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 12599 members 
Mstep: Class 21 contains 108210 members 
Mstep: Class 22 contains 21125 members 
Mstep: Class 23 contains 29354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181017824.000000 Penalty: 73721.351562
Iteration 36Q: 22 clusters Score -1.810178e+08 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 201702 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 137947 members 
Mstep: Class 4 contains 129551 members 
Mstep: Class 5 contains 77489 members 
Mstep: Class 6 contains 245923 members 
Mstep: Class 7 contains 149961 members 
Mstep: Class 8 contains 45432 members 
Mstep: Class 9 contains 9791 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 14 contains 8912 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 13396 members 
Mstep: Class 17 contains 12260 members 
Mstep: Class 18 contains 132416 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 12640 members 
Mstep: Class 21 contains 108200 members 
Mstep: Class 22 contains 20970 members 
Mstep: Class 23 contains 29273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181017776.000000 Penalty: 73721.351562
Iteration 37Q: 22 clusters Score -1.810178e+08 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 203035 members 
Mstep: Class 2 contains 26962 members 
Mstep: Class 3 contains 137985 members 
Mstep: Class 4 contains 129886 members 
Mstep: Class 5 contains 77449 members 
Mstep: Class 6 contains 246595 members 
Mstep: Class 7 contains 150333 members 
Mstep: Class 8 contains 44774 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 14 contains 8914 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 130612 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 108169 members 
Mstep: Class 22 contains 20826 members 
Mstep: Class 23 contains 29140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181017216.000000 Penalty: 73721.351562
Iteration 38Q: 22 clusters Score -1.810172e+08 nChanged 5911
Entering ConstructFrom: 
Score: -181017216.000000 Penalty: 73721.351562
Entering ConstructFrom: 
Trying to split cluster 1 (204234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204234 members 
Entering Unmasked Estep 
Score: -27526020.000000 Penalty: 3032.301270
	Iteration 0F: 2 clusters Score -2.752602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -27411826.000000 Penalty: 6064.602539
	Iteration 0F: 3 clusters Score -2.741183e+07 nChanged 98290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -27469096.000000 Penalty: 6064.602539
	Iteration 1F: 3 clusters Score -2.74691e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -27469676.000000 Penalty: 6064.602539
	Iteration 2Q: 3 clusters Score -2.746968e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -27470468.000000 Penalty: 6064.602539
	Iteration 3Q: 3 clusters Score -2.747047e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -27471286.000000 Penalty: 6064.602539
	Iteration 4Q: 3 clusters Score -2.747129e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112311 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -27472014.000000 Penalty: 6064.602539
	Iteration 5Q: 3 clusters Score -2.747201e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117055 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -27473564.000000 Penalty: 6064.602539
	Iteration 6Q: 3 clusters Score -2.747356e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -27476046.000000 Penalty: 6064.602539
	Iteration 7Q: 3 clusters Score -2.747605e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -27480272.000000 Penalty: 6064.602539
	Iteration 8F: 3 clusters Score -2.748027e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -27486542.000000 Penalty: 6064.602539
	Iteration 9F: 3 clusters Score -2.748654e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -27494904.000000 Penalty: 6064.602539
	Iteration 10F: 3 clusters Score -2.74949e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -27503796.000000 Penalty: 6064.602539
	Iteration 11F: 3 clusters Score -2.75038e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -27509436.000000 Penalty: 6064.602539
	Iteration 12Q: 3 clusters Score -2.750944e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -27512506.000000 Penalty: 6064.602539
	Iteration 13Q: 3 clusters Score -2.751251e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189624 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -27514408.000000 Penalty: 6064.602539
	Iteration 14Q: 3 clusters Score -2.751441e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -27515612.000000 Penalty: 6064.602539
	Iteration 15Q: 3 clusters Score -2.751561e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -27516418.000000 Penalty: 6064.602539
	Iteration 16Q: 3 clusters Score -2.751642e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194395 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -27517098.000000 Penalty: 6064.602539
	Iteration 17Q: 3 clusters Score -2.75171e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195456 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -27517770.000000 Penalty: 6064.602539
	Iteration 18Q: 3 clusters Score -2.751777e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196399 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -27518280.000000 Penalty: 6064.602539
	Iteration 19Q: 3 clusters Score -2.751828e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -27518740.000000 Penalty: 6064.602539
	Iteration 20F: 3 clusters Score -2.751874e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198075 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -27519302.000000 Penalty: 6064.602539
	Iteration 21Q: 3 clusters Score -2.75193e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198801 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -27519726.000000 Penalty: 6064.602539
	Iteration 22Q: 3 clusters Score -2.751973e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199471 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -27520198.000000 Penalty: 6064.602539
	Iteration 23Q: 3 clusters Score -2.75202e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200055 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -27520644.000000 Penalty: 6064.602539
	Iteration 24Q: 3 clusters Score -2.752064e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200569 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -27520958.000000 Penalty: 6064.602539
	Iteration 25Q: 3 clusters Score -2.752096e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201009 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -27521284.000000 Penalty: 6064.602539
	Iteration 26Q: 3 clusters Score -2.752128e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -27521526.000000 Penalty: 6064.602539
	Iteration 27Q: 3 clusters Score -2.752153e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201717 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -27521796.000000 Penalty: 6064.602539
	Iteration 28Q: 3 clusters Score -2.75218e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201981 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -27522032.000000 Penalty: 6064.602539
	Iteration 29Q: 3 clusters Score -2.752203e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202199 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -27522270.000000 Penalty: 6064.602539
	Iteration 30Q: 3 clusters Score -2.752227e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202374 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -27522418.000000 Penalty: 6064.602539
	Iteration 31Q: 3 clusters Score -2.752242e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -27522566.000000 Penalty: 6064.602539
	Iteration 32Q: 3 clusters Score -2.752257e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202607 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -27522652.000000 Penalty: 6064.602539
	Iteration 33Q: 3 clusters Score -2.752265e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202689 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -27522714.000000 Penalty: 6064.602539
	Iteration 34Q: 3 clusters Score -2.752271e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202768 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -27522786.000000 Penalty: 6064.602539
	Iteration 35Q: 3 clusters Score -2.752279e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202820 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -27522854.000000 Penalty: 6064.602539
	Iteration 36Q: 3 clusters Score -2.752285e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -27522934.000000 Penalty: 6064.602539
	Iteration 37Q: 3 clusters Score -2.752293e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202898 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -27522962.000000 Penalty: 6064.602539
	Iteration 38Q: 3 clusters Score -2.752296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202930 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -27522994.000000 Penalty: 6064.602539
	Iteration 39Q: 3 clusters Score -2.752299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202962 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -27523032.000000 Penalty: 6064.602539
	Iteration 40F: 3 clusters Score -2.752303e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202991 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27523076.000000 Penalty: 6064.602539
	Iteration 41Q: 3 clusters Score -2.752308e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203008 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -27523102.000000 Penalty: 6064.602539
	Iteration 42Q: 3 clusters Score -2.75231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203019 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -27523126.000000 Penalty: 6064.602539
	Iteration 43Q: 3 clusters Score -2.752313e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203034 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -27523184.000000 Penalty: 6064.602539
	Iteration 44Q: 3 clusters Score -2.752318e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203044 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -27523206.000000 Penalty: 6064.602539
	Iteration 45Q: 3 clusters Score -2.752321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203052 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27523252.000000 Penalty: 6064.602539
	Iteration 46Q: 3 clusters Score -2.752325e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203060 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -27523232.000000 Penalty: 6064.602539
	Iteration 47Q: 3 clusters Score -2.752323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203077 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -27523290.000000 Penalty: 6064.602539
	Iteration 48Q: 3 clusters Score -2.752329e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203101 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -27523346.000000 Penalty: 6064.602539
	Iteration 49Q: 3 clusters Score -2.752335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -27523378.000000 Penalty: 6064.602539
	Iteration 50Q: 3 clusters Score -2.752338e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -27523390.000000 Penalty: 6064.602539
	Iteration 51Q: 3 clusters Score -2.752339e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -27523404.000000 Penalty: 6064.602539
	Iteration 52Q: 3 clusters Score -2.75234e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -27523408.000000 Penalty: 6064.602539
	Iteration 53Q: 3 clusters Score -2.752341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523456.000000 Penalty: 6064.602539
	Iteration 54Q: 3 clusters Score -2.752346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203123 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -27523478.000000 Penalty: 6064.602539
	Iteration 55Q: 3 clusters Score -2.752348e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27523470.000000 Penalty: 6064.602539
	Iteration 56Q: 3 clusters Score -2.752347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203125 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -27523504.000000 Penalty: 6064.602539
	Iteration 57Q: 3 clusters Score -2.75235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27523540.000000 Penalty: 6064.602539
	Iteration 58Q: 3 clusters Score -2.752354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -27523532.000000 Penalty: 6064.602539
	Iteration 59Q: 3 clusters Score -2.752353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203135 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -27523522.000000 Penalty: 6064.602539
	Iteration 60F: 3 clusters Score -2.752352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -27523556.000000 Penalty: 6064.602539
	Iteration 61Q: 3 clusters Score -2.752356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -27523570.000000 Penalty: 6064.602539
	Iteration 62Q: 3 clusters Score -2.752357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203149 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -27523582.000000 Penalty: 6064.602539
	Iteration 63Q: 3 clusters Score -2.752358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -27523574.000000 Penalty: 6064.602539
	Iteration 64Q: 3 clusters Score -2.752357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203141 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27523592.000000 Penalty: 6064.602539
	Iteration 65Q: 3 clusters Score -2.752359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203137 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -27523616.000000 Penalty: 6064.602539
	Iteration 66Q: 3 clusters Score -2.752362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27523618.000000 Penalty: 6064.602539
	Iteration 67Q: 3 clusters Score -2.752362e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27523614.000000 Penalty: 6064.602539
	Iteration 68Q: 3 clusters Score -2.752361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27523632.000000 Penalty: 6064.602539
	Iteration 69Q: 3 clusters Score -2.752363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27523636.000000 Penalty: 6064.602539
	Iteration 70Q: 3 clusters Score -2.752364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -27523646.000000 Penalty: 6064.602539
	Iteration 71Q: 3 clusters Score -2.752365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -27523666.000000 Penalty: 6064.602539
	Iteration 72Q: 3 clusters Score -2.752367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -27523632.000000 Penalty: 6064.602539
	Iteration 73Q: 3 clusters Score -2.752363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -27523646.000000 Penalty: 6064.602539
	Iteration 74Q: 3 clusters Score -2.752365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27523648.000000 Penalty: 6064.602539
	Iteration 75Q: 3 clusters Score -2.752365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523644.000000 Penalty: 6064.602539
	Iteration 76Q: 3 clusters Score -2.752364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27523664.000000 Penalty: 6064.602539
	Iteration 77Q: 3 clusters Score -2.752366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203131 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27523678.000000 Penalty: 6064.602539
	Iteration 78Q: 3 clusters Score -2.752368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203131 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27523668.000000 Penalty: 6064.602539
	Iteration 79Q: 3 clusters Score -2.752367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27523662.000000 Penalty: 6064.602539
	Iteration 80F: 3 clusters Score -2.752366e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523662.000000 Penalty: 6064.602539
	Iteration 81Q: 3 clusters Score -2.752366e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523690.000000 Penalty: 6064.602539
	Iteration 82Q: 3 clusters Score -2.752369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27523714.000000 Penalty: 6064.602539
	Iteration 83Q: 3 clusters Score -2.752371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -27523714.000000 Penalty: 6064.602539
	Iteration 84Q: 3 clusters Score -2.752371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -27523706.000000 Penalty: 6064.602539
	Iteration 85Q: 3 clusters Score -2.752371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27523716.000000 Penalty: 6064.602539
	Iteration 86Q: 3 clusters Score -2.752372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523728.000000 Penalty: 6064.602539
	Iteration 87Q: 3 clusters Score -2.752373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523714.000000 Penalty: 6064.602539
	Iteration 88Q: 3 clusters Score -2.752371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -27523728.000000 Penalty: 6064.602539
	Iteration 89Q: 3 clusters Score -2.752373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27523746.000000 Penalty: 6064.602539
	Iteration 90Q: 3 clusters Score -2.752375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27523748.000000 Penalty: 6064.602539
	Iteration 91Q: 3 clusters Score -2.752375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -27523758.000000 Penalty: 6064.602539
	Iteration 92Q: 3 clusters Score -2.752376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203124 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -27523762.000000 Penalty: 6064.602539
	Iteration 93Q: 3 clusters Score -2.752376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -27523754.000000 Penalty: 6064.602539
	Iteration 94Q: 3 clusters Score -2.752375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27523750.000000 Penalty: 6064.602539
	Iteration 95Q: 3 clusters Score -2.752375e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27523746.000000 Penalty: 6064.602539
	Iteration 96Q: 3 clusters Score -2.752375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203125 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -27523752.000000 Penalty: 6064.602539
	Iteration 97Q: 3 clusters Score -2.752375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -27523750.000000 Penalty: 6064.602539
	Iteration 98Q: 3 clusters Score -2.752375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -27523742.000000 Penalty: 6064.602539
	Iteration 99Q: 3 clusters Score -2.752374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -27523754.000000 Penalty: 6064.602539
	Iteration 100F: 3 clusters Score -2.752375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -27523744.000000 Penalty: 6064.602539
	Iteration 101Q: 3 clusters Score -2.752374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27523752.000000 Penalty: 6064.602539
	Iteration 102Q: 3 clusters Score -2.752375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27523750.000000 Penalty: 6064.602539
	Iteration 103Q: 3 clusters Score -2.752375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -27523752.000000 Penalty: 6064.602539
	Iteration 104Q: 3 clusters Score -2.752375e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.752375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27523746.000000 Penalty: 6064.602539
	Iteration 106F: 3 clusters Score -2.752375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Entering Unmasked Estep 
Score: -3210591.750000 Penalty: 2528.545166
	Iteration 0F: 2 clusters Score -3210592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3192282.500000 Penalty: 5057.090332
	Iteration 0F: 3 clusters Score -3192282 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3199922.500000 Penalty: 5057.090332
	Iteration 1F: 3 clusters Score -3199922 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3202788.250000 Penalty: 5057.090332
	Iteration 2F: 3 clusters Score -3202788 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3206353.500000 Penalty: 5057.090332
	Iteration 3F: 3 clusters Score -3206354 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3209256.250000 Penalty: 5057.090332
	Iteration 4F: 3 clusters Score -3209256 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3211160.250000 Penalty: 5057.090332
	Iteration 5F: 3 clusters Score -3211160 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3212189.500000 Penalty: 5057.090332
	Iteration 6F: 3 clusters Score -3212190 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3212730.000000 Penalty: 5057.090332
	Iteration 7Q: 3 clusters Score -3212730 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3213054.750000 Penalty: 5057.090332
	Iteration 8Q: 3 clusters Score -3213055 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3213283.500000 Penalty: 5057.090332
	Iteration 9Q: 3 clusters Score -3213284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3213476.000000 Penalty: 5057.090332
	Iteration 10Q: 3 clusters Score -3213476 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3213581.750000 Penalty: 5057.090332
	Iteration 11Q: 3 clusters Score -3213582 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3213700.500000 Penalty: 5057.090332
	Iteration 12Q: 3 clusters Score -3213700 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3213767.000000 Penalty: 5057.090332
	Iteration 13Q: 3 clusters Score -3213767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3213837.500000 Penalty: 5057.090332
	Iteration 14Q: 3 clusters Score -3213838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3213903.250000 Penalty: 5057.090332
	Iteration 15Q: 3 clusters Score -3213903 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3213959.750000 Penalty: 5057.090332
	Iteration 16Q: 3 clusters Score -3213960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3214041.000000 Penalty: 5057.090332
	Iteration 17Q: 3 clusters Score -3214041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3214125.250000 Penalty: 5057.090332
	Iteration 18Q: 3 clusters Score -3214125 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3214205.500000 Penalty: 5057.090332
	Iteration 19Q: 3 clusters Score -3214206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3214298.250000 Penalty: 5057.090332
	Iteration 20F: 3 clusters Score -3214298 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3214350.250000 Penalty: 5057.090332
	Iteration 21Q: 3 clusters Score -3214350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3214420.250000 Penalty: 5057.090332
	Iteration 22Q: 3 clusters Score -3214420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3214459.500000 Penalty: 5057.090332
	Iteration 23Q: 3 clusters Score -3214460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3214466.500000 Penalty: 5057.090332
	Iteration 24Q: 3 clusters Score -3214466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3214491.500000 Penalty: 5057.090332
	Iteration 25Q: 3 clusters Score -3214492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3214512.250000 Penalty: 5057.090332
	Iteration 26Q: 3 clusters Score -3214512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3214521.500000 Penalty: 5057.090332
	Iteration 27Q: 3 clusters Score -3214522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3214550.250000 Penalty: 5057.090332
	Iteration 28Q: 3 clusters Score -3214550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3214575.500000 Penalty: 5057.090332
	Iteration 29Q: 3 clusters Score -3214576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3214587.500000 Penalty: 5057.090332
	Iteration 30Q: 3 clusters Score -3214588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3214622.000000 Penalty: 5057.090332
	Iteration 31Q: 3 clusters Score -3214622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3214637.750000 Penalty: 5057.090332
	Iteration 32Q: 3 clusters Score -3214638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3214675.500000 Penalty: 5057.090332
	Iteration 33Q: 3 clusters Score -3214676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3214679.500000 Penalty: 5057.090332
	Iteration 34Q: 3 clusters Score -3214680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3214683.750000 Penalty: 5057.090332
	Iteration 35Q: 3 clusters Score -3214684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3214691.750000 Penalty: 5057.090332
	Iteration 36Q: 3 clusters Score -3214692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3214699.750000 Penalty: 5057.090332
	Iteration 37Q: 3 clusters Score -3214700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3214695.750000 Penalty: 5057.090332
	Iteration 38Q: 3 clusters Score -3214696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3214696.250000 Penalty: 5057.090332
	Iteration 39Q: 3 clusters Score -3214696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3214704.000000 Penalty: 5057.090332
	Iteration 40F: 3 clusters Score -3214704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3214710.750000 Penalty: 5057.090332
	Iteration 41Q: 3 clusters Score -3214711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3214711.250000 Penalty: 5057.090332
	Iteration 42Q: 3 clusters Score -3214711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3214715.750000 Penalty: 5057.090332
	Iteration 43Q: 3 clusters Score -3214716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3214713.250000 Penalty: 5057.090332
	Iteration 44Q: 3 clusters Score -3214713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3214717.750000 Penalty: 5057.090332
	Iteration 45Q: 3 clusters Score -3214718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3214720.250000 Penalty: 5057.090332
	Iteration 46Q: 3 clusters Score -3214720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3214712.750000 Penalty: 5057.090332
	Iteration 47Q: 3 clusters Score -3214713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3214713.750000 Penalty: 5057.090332
	Iteration 48Q: 3 clusters Score -3214714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3214710.500000 Penalty: 5057.090332
	Iteration 49Q: 3 clusters Score -3214710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3214710.250000 Penalty: 5057.090332
	Iteration 50Q: 3 clusters Score -3214710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3214714.000000 Penalty: 5057.090332
	Iteration 51Q: 3 clusters Score -3214714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3214713.000000 Penalty: 5057.090332
	Iteration 52Q: 3 clusters Score -3214713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3214715.750000 Penalty: 5057.090332
	Iteration 53Q: 3 clusters Score -3214716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3214711.500000 Penalty: 5057.090332
	Iteration 54Q: 3 clusters Score -3214712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3214718.000000 Penalty: 5057.090332
	Iteration 55Q: 3 clusters Score -3214718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3214714.250000 Penalty: 5057.090332
	Iteration 56Q: 3 clusters Score -3214714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3214712.750000 Penalty: 5057.090332
	Iteration 57Q: 3 clusters Score -3214713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3214710.500000 Penalty: 5057.090332
	Iteration 58Q: 3 clusters Score -3214710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3214709.000000 Penalty: 5057.090332
	Iteration 59Q: 3 clusters Score -3214709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3214707.250000 Penalty: 5057.090332
	Iteration 60F: 3 clusters Score -3214707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3214703.000000 Penalty: 5057.090332
	Iteration 61Q: 3 clusters Score -3214703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3214707.500000 Penalty: 5057.090332
	Iteration 62Q: 3 clusters Score -3214708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3214707.000000 Penalty: 5057.090332
	Iteration 63Q: 3 clusters Score -3214707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3214708.000000 Penalty: 5057.090332
	Iteration 64Q: 3 clusters Score -3214708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3214708.750000 Penalty: 5057.090332
	Iteration 65Q: 3 clusters Score -3214709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3214708.750000 Penalty: 5057.090332
	Iteration 66F: 3 clusters Score -3214709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 77407 members 
Mstep: Class 6 contains 247168 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 128942 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Entering Unmasked Estep 
Score: -181022480.000000 Penalty: 77231.890625
Splitting cluster 2 changes total score from -181017216.000000 to -181022480.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (138015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138015 members 
Entering Unmasked Estep 
Score: -18062102.000000 Penalty: 2935.109131
	Iteration 0F: 2 clusters Score -1.80621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -17970890.000000 Penalty: 5870.218262
	Iteration 0F: 3 clusters Score -1.797089e+07 nChanged 65557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -18010474.000000 Penalty: 5870.218262
	Iteration 1F: 3 clusters Score -1.801047e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -18015504.000000 Penalty: 5870.218262
	Iteration 2F: 3 clusters Score -1.80155e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -18024466.000000 Penalty: 5870.218262
	Iteration 3F: 3 clusters Score -1.802447e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -18035322.000000 Penalty: 5870.218262
	Iteration 4F: 3 clusters Score -1.803532e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -18042792.000000 Penalty: 5870.218262
	Iteration 5F: 3 clusters Score -1.804279e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -18046646.000000 Penalty: 5870.218262
	Iteration 6F: 3 clusters Score -1.804665e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -18048906.000000 Penalty: 5870.218262
	Iteration 7Q: 3 clusters Score -1.804891e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -18050318.000000 Penalty: 5870.218262
	Iteration 8Q: 3 clusters Score -1.805032e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -18051582.000000 Penalty: 5870.218262
	Iteration 9Q: 3 clusters Score -1.805158e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123727 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -18052774.000000 Penalty: 5870.218262
	Iteration 10Q: 3 clusters Score -1.805277e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -18053876.000000 Penalty: 5870.218262
	Iteration 11Q: 3 clusters Score -1.805388e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -18055052.000000 Penalty: 5870.218262
	Iteration 12Q: 3 clusters Score -1.805505e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130703 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -18056086.000000 Penalty: 5870.218262
	Iteration 13Q: 3 clusters Score -1.805609e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -18057098.000000 Penalty: 5870.218262
	Iteration 14Q: 3 clusters Score -1.80571e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -18057788.000000 Penalty: 5870.218262
	Iteration 15Q: 3 clusters Score -1.805779e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -18058424.000000 Penalty: 5870.218262
	Iteration 16Q: 3 clusters Score -1.805842e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135509 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18058742.000000 Penalty: 5870.218262
	Iteration 17Q: 3 clusters Score -1.805874e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135998 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -18058966.000000 Penalty: 5870.218262
	Iteration 18Q: 3 clusters Score -1.805897e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136306 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18059146.000000 Penalty: 5870.218262
	Iteration 19Q: 3 clusters Score -1.805915e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -18059306.000000 Penalty: 5870.218262
	Iteration 20F: 3 clusters Score -1.805931e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136655 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -18059412.000000 Penalty: 5870.218262
	Iteration 21Q: 3 clusters Score -1.805941e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18059448.000000 Penalty: 5870.218262
	Iteration 22Q: 3 clusters Score -1.805945e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -18059482.000000 Penalty: 5870.218262
	Iteration 23Q: 3 clusters Score -1.805948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18059524.000000 Penalty: 5870.218262
	Iteration 24Q: 3 clusters Score -1.805952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18059580.000000 Penalty: 5870.218262
	Iteration 25Q: 3 clusters Score -1.805958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18059590.000000 Penalty: 5870.218262
	Iteration 26Q: 3 clusters Score -1.805959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18059572.000000 Penalty: 5870.218262
	Iteration 27Q: 3 clusters Score -1.805957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -18059604.000000 Penalty: 5870.218262
	Iteration 28Q: 3 clusters Score -1.80596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18059596.000000 Penalty: 5870.218262
	Iteration 29Q: 3 clusters Score -1.80596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18059630.000000 Penalty: 5870.218262
	Iteration 30Q: 3 clusters Score -1.805963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137079 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18059628.000000 Penalty: 5870.218262
	Iteration 31Q: 3 clusters Score -1.805963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18059614.000000 Penalty: 5870.218262
	Iteration 32Q: 3 clusters Score -1.805961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18059624.000000 Penalty: 5870.218262
	Iteration 33Q: 3 clusters Score -1.805962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18059636.000000 Penalty: 5870.218262
	Iteration 34Q: 3 clusters Score -1.805964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137156 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18059650.000000 Penalty: 5870.218262
	Iteration 35Q: 3 clusters Score -1.805965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18059658.000000 Penalty: 5870.218262
	Iteration 36Q: 3 clusters Score -1.805966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18059658.000000 Penalty: 5870.218262
	Iteration 37Q: 3 clusters Score -1.805966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18059654.000000 Penalty: 5870.218262
	Iteration 38Q: 3 clusters Score -1.805965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18059660.000000 Penalty: 5870.218262
	Iteration 39Q: 3 clusters Score -1.805966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137207 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18059670.000000 Penalty: 5870.218262
	Iteration 40F: 3 clusters Score -1.805967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18059678.000000 Penalty: 5870.218262
	Iteration 41Q: 3 clusters Score -1.805968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -18059662.000000 Penalty: 5870.218262
	Iteration 42Q: 3 clusters Score -1.805966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18059674.000000 Penalty: 5870.218262
	Iteration 43Q: 3 clusters Score -1.805967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18059676.000000 Penalty: 5870.218262
	Iteration 44Q: 3 clusters Score -1.805968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18059678.000000 Penalty: 5870.218262
	Iteration 45Q: 3 clusters Score -1.805968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18059694.000000 Penalty: 5870.218262
	Iteration 46Q: 3 clusters Score -1.805969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137232 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18059686.000000 Penalty: 5870.218262
	Iteration 47Q: 3 clusters Score -1.805969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18059694.000000 Penalty: 5870.218262
	Iteration 48Q: 3 clusters Score -1.805969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18059692.000000 Penalty: 5870.218262
	Iteration 49Q: 3 clusters Score -1.805969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18059688.000000 Penalty: 5870.218262
	Iteration 50Q: 3 clusters Score -1.805969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137242 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18059692.000000 Penalty: 5870.218262
	Iteration 51Q: 3 clusters Score -1.805969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18059696.000000 Penalty: 5870.218262
	Iteration 52Q: 3 clusters Score -1.80597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18059706.000000 Penalty: 5870.218262
	Iteration 53Q: 3 clusters Score -1.805971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18059710.000000 Penalty: 5870.218262
	Iteration 54Q: 3 clusters Score -1.805971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18059700.000000 Penalty: 5870.218262
	Iteration 55Q: 3 clusters Score -1.80597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18059700.000000 Penalty: 5870.218262
	Iteration 56F: 3 clusters Score -1.80597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130178 members 
Entering Unmasked Estep 
Score: -17268242.000000 Penalty: 2920.611084
	Iteration 0F: 2 clusters Score -1.726824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -17181910.000000 Penalty: 5841.222168
	Iteration 0F: 3 clusters Score -1.718191e+07 nChanged 62068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -17218308.000000 Penalty: 5841.222168
	Iteration 1F: 3 clusters Score -1.721831e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -17220054.000000 Penalty: 5841.222168
	Iteration 2Q: 3 clusters Score -1.722005e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -17222876.000000 Penalty: 5841.222168
	Iteration 3Q: 3 clusters Score -1.722288e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -17227344.000000 Penalty: 5841.222168
	Iteration 4F: 3 clusters Score -1.722734e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -17234028.000000 Penalty: 5841.222168
	Iteration 5F: 3 clusters Score -1.723403e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -17241786.000000 Penalty: 5841.222168
	Iteration 6F: 3 clusters Score -1.724179e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -17249686.000000 Penalty: 5841.222168
	Iteration 7F: 3 clusters Score -1.724969e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -17256300.000000 Penalty: 5841.222168
	Iteration 8F: 3 clusters Score -1.72563e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -17260462.000000 Penalty: 5841.222168
	Iteration 9Q: 3 clusters Score -1.726046e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -17262912.000000 Penalty: 5841.222168
	Iteration 10Q: 3 clusters Score -1.726291e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 123068 members 
Entering Unmasked Estep 
Score: -17264160.000000 Penalty: 5841.222168
	Iteration 11Q: 3 clusters Score -1.726416e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -17264788.000000 Penalty: 5841.222168
	Iteration 12Q: 3 clusters Score -1.726479e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -17265216.000000 Penalty: 5841.222168
	Iteration 13Q: 3 clusters Score -1.726522e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -17265426.000000 Penalty: 5841.222168
	Iteration 14Q: 3 clusters Score -1.726543e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -17265628.000000 Penalty: 5841.222168
	Iteration 15Q: 3 clusters Score -1.726563e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -17265726.000000 Penalty: 5841.222168
	Iteration 16Q: 3 clusters Score -1.726573e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -17265836.000000 Penalty: 5841.222168
	Iteration 17Q: 3 clusters Score -1.726584e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -17265936.000000 Penalty: 5841.222168
	Iteration 18Q: 3 clusters Score -1.726594e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -17266000.000000 Penalty: 5841.222168
	Iteration 19Q: 3 clusters Score -1.7266e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 126592 members 
Entering Unmasked Estep 
Score: -17266020.000000 Penalty: 5841.222168
	Iteration 20F: 3 clusters Score -1.726602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -17266012.000000 Penalty: 5841.222168
	Iteration 21Q: 3 clusters Score -1.726601e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -17266060.000000 Penalty: 5841.222168
	Iteration 22Q: 3 clusters Score -1.726606e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -17266064.000000 Penalty: 5841.222168
	Iteration 23Q: 3 clusters Score -1.726606e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 126950 members 
Entering Unmasked Estep 
Score: -17266104.000000 Penalty: 5841.222168
	Iteration 24Q: 3 clusters Score -1.72661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -17266124.000000 Penalty: 5841.222168
	Iteration 25Q: 3 clusters Score -1.726612e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -17266108.000000 Penalty: 5841.222168
	Iteration 26Q: 3 clusters Score -1.726611e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -17266162.000000 Penalty: 5841.222168
	Iteration 27Q: 3 clusters Score -1.726616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 127144 members 
Entering Unmasked Estep 
Score: -17266158.000000 Penalty: 5841.222168
	Iteration 28Q: 3 clusters Score -1.726616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -17266194.000000 Penalty: 5841.222168
	Iteration 29Q: 3 clusters Score -1.726619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 127225 members 
Entering Unmasked Estep 
Score: -17266204.000000 Penalty: 5841.222168
	Iteration 30Q: 3 clusters Score -1.72662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -17266196.000000 Penalty: 5841.222168
	Iteration 31Q: 3 clusters Score -1.72662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -17266196.000000 Penalty: 5841.222168
	Iteration 32Q: 3 clusters Score -1.72662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -17266212.000000 Penalty: 5841.222168
	Iteration 33Q: 3 clusters Score -1.726621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -17266226.000000 Penalty: 5841.222168
	Iteration 34Q: 3 clusters Score -1.726623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 127371 members 
Entering Unmasked Estep 
Score: -17266228.000000 Penalty: 5841.222168
	Iteration 35Q: 3 clusters Score -1.726623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -17266236.000000 Penalty: 5841.222168
	Iteration 36Q: 3 clusters Score -1.726624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -17266224.000000 Penalty: 5841.222168
	Iteration 37Q: 3 clusters Score -1.726622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -17266224.000000 Penalty: 5841.222168
	Iteration 38Q: 3 clusters Score -1.726622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -17266232.000000 Penalty: 5841.222168
	Iteration 39Q: 3 clusters Score -1.726623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -17266230.000000 Penalty: 5841.222168
	Iteration 40F: 3 clusters Score -1.726623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 127456 members 
Entering Unmasked Estep 
Score: -17266236.000000 Penalty: 5841.222168
	Iteration 41Q: 3 clusters Score -1.726624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -17266242.000000 Penalty: 5841.222168
	Iteration 42Q: 3 clusters Score -1.726624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 127464 members 
Entering Unmasked Estep 
Score: -17266234.000000 Penalty: 5841.222168
	Iteration 43Q: 3 clusters Score -1.726623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -17266228.000000 Penalty: 5841.222168
	Iteration 44Q: 3 clusters Score -1.726623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -17266226.000000 Penalty: 5841.222168
	Iteration 45Q: 3 clusters Score -1.726623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -17266220.000000 Penalty: 5841.222168
	Iteration 46Q: 3 clusters Score -1.726622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 127485 members 
Entering Unmasked Estep 
Score: -17266222.000000 Penalty: 5841.222168
	Iteration 47Q: 3 clusters Score -1.726622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 127486 members 
Entering Unmasked Estep 
Score: -17266220.000000 Penalty: 5841.222168
	Iteration 48Q: 3 clusters Score -1.726622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -17266218.000000 Penalty: 5841.222168
	Iteration 49Q: 3 clusters Score -1.726622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -17266204.000000 Penalty: 5841.222168
	Iteration 50Q: 3 clusters Score -1.72662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -17266212.000000 Penalty: 5841.222168
	Iteration 51Q: 3 clusters Score -1.726621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -17266212.000000 Penalty: 5841.222168
	Iteration 52Q: 3 clusters Score -1.726621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -17266210.000000 Penalty: 5841.222168
	Iteration 53Q: 3 clusters Score -1.726621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -17266210.000000 Penalty: 5841.222168
	Iteration 54Q: 3 clusters Score -1.726621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -17266204.000000 Penalty: 5841.222168
	Iteration 55Q: 3 clusters Score -1.72662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -17266196.000000 Penalty: 5841.222168
	Iteration 56Q: 3 clusters Score -1.72662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -17266200.000000 Penalty: 5841.222168
	Iteration 57Q: 3 clusters Score -1.72662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -17266214.000000 Penalty: 5841.222168
	Iteration 58Q: 3 clusters Score -1.726621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -17266208.000000 Penalty: 5841.222168
	Iteration 59Q: 3 clusters Score -1.726621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -17266216.000000 Penalty: 5841.222168
	Iteration 60F: 3 clusters Score -1.726622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127519 members 
Entering Unmasked Estep 
Score: -17266202.000000 Penalty: 5841.222168
	Iteration 61Q: 3 clusters Score -1.72662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -17266214.000000 Penalty: 5841.222168
	Iteration 62Q: 3 clusters Score -1.726621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -17266224.000000 Penalty: 5841.222168
	Iteration 63Q: 3 clusters Score -1.726622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -17266226.000000 Penalty: 5841.222168
	Iteration 64Q: 3 clusters Score -1.726623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -17266230.000000 Penalty: 5841.222168
	Iteration 65Q: 3 clusters Score -1.726623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -17266230.000000 Penalty: 5841.222168
	Iteration 66F: 3 clusters Score -1.726623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Entering Unmasked Estep 
Score: -10323619.000000 Penalty: 2791.694336
	Iteration 0F: 2 clusters Score -1.032362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -10271999.000000 Penalty: 5583.388672
	Iteration 0F: 3 clusters Score -1.0272e+07 nChanged 36289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -10292508.000000 Penalty: 5583.388672
	Iteration 1F: 3 clusters Score -1.029251e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -10293347.000000 Penalty: 5583.388672
	Iteration 2Q: 3 clusters Score -1.029335e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -10294222.000000 Penalty: 5583.388672
	Iteration 3Q: 3 clusters Score -1.029422e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -10295245.000000 Penalty: 5583.388672
	Iteration 4Q: 3 clusters Score -1.029524e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -10296507.000000 Penalty: 5583.388672
	Iteration 5Q: 3 clusters Score -1.029651e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -10297929.000000 Penalty: 5583.388672
	Iteration 6Q: 3 clusters Score -1.029793e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -10299584.000000 Penalty: 5583.388672
	Iteration 7Q: 3 clusters Score -1.029958e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -10301248.000000 Penalty: 5583.388672
	Iteration 8F: 3 clusters Score -1.030125e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -10302846.000000 Penalty: 5583.388672
	Iteration 9Q: 3 clusters Score -1.030285e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -10304547.000000 Penalty: 5583.388672
	Iteration 10Q: 3 clusters Score -1.030455e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -10306099.000000 Penalty: 5583.388672
	Iteration 11Q: 3 clusters Score -1.03061e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -10307840.000000 Penalty: 5583.388672
	Iteration 12Q: 3 clusters Score -1.030784e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -10309613.000000 Penalty: 5583.388672
	Iteration 13Q: 3 clusters Score -1.030961e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -10311491.000000 Penalty: 5583.388672
	Iteration 14Q: 3 clusters Score -1.031149e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -10313431.000000 Penalty: 5583.388672
	Iteration 15Q: 3 clusters Score -1.031343e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -10315409.000000 Penalty: 5583.388672
	Iteration 16Q: 3 clusters Score -1.031541e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -10317187.000000 Penalty: 5583.388672
	Iteration 17Q: 3 clusters Score -1.031719e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -10318782.000000 Penalty: 5583.388672
	Iteration 18Q: 3 clusters Score -1.031878e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -10320167.000000 Penalty: 5583.388672
	Iteration 19Q: 3 clusters Score -1.032017e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -10321166.000000 Penalty: 5583.388672
	Iteration 20F: 3 clusters Score -1.032117e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -10321746.000000 Penalty: 5583.388672
	Iteration 21Q: 3 clusters Score -1.032175e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -10322050.000000 Penalty: 5583.388672
	Iteration 22Q: 3 clusters Score -1.032205e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -10322250.000000 Penalty: 5583.388672
	Iteration 23Q: 3 clusters Score -1.032225e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -10322394.000000 Penalty: 5583.388672
	Iteration 24Q: 3 clusters Score -1.032239e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -10322457.000000 Penalty: 5583.388672
	Iteration 25Q: 3 clusters Score -1.032246e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -10322492.000000 Penalty: 5583.388672
	Iteration 26Q: 3 clusters Score -1.032249e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -10322496.000000 Penalty: 5583.388672
	Iteration 27Q: 3 clusters Score -1.03225e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -10322531.000000 Penalty: 5583.388672
	Iteration 28Q: 3 clusters Score -1.032253e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -10322546.000000 Penalty: 5583.388672
	Iteration 29Q: 3 clusters Score -1.032255e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -10322587.000000 Penalty: 5583.388672
	Iteration 30Q: 3 clusters Score -1.032259e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -10322654.000000 Penalty: 5583.388672
	Iteration 31Q: 3 clusters Score -1.032265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -10322718.000000 Penalty: 5583.388672
	Iteration 32Q: 3 clusters Score -1.032272e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -10322803.000000 Penalty: 5583.388672
	Iteration 33Q: 3 clusters Score -1.03228e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -10322838.000000 Penalty: 5583.388672
	Iteration 34Q: 3 clusters Score -1.032284e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -10322889.000000 Penalty: 5583.388672
	Iteration 35Q: 3 clusters Score -1.032289e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -10322963.000000 Penalty: 5583.388672
	Iteration 36Q: 3 clusters Score -1.032296e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -10323051.000000 Penalty: 5583.388672
	Iteration 37Q: 3 clusters Score -1.032305e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -10323159.000000 Penalty: 5583.388672
	Iteration 38Q: 3 clusters Score -1.032316e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -10323230.000000 Penalty: 5583.388672
	Iteration 39Q: 3 clusters Score -1.032323e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -10323338.000000 Penalty: 5583.388672
	Iteration 40F: 3 clusters Score -1.032334e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -10323480.000000 Penalty: 5583.388672
	Iteration 41Q: 3 clusters Score -1.032348e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -10323538.000000 Penalty: 5583.388672
	Iteration 42Q: 3 clusters Score -1.032354e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -10323629.000000 Penalty: 5583.388672
	Iteration 43Q: 3 clusters Score -1.032363e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -10323698.000000 Penalty: 5583.388672
	Iteration 44Q: 3 clusters Score -1.03237e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -10323778.000000 Penalty: 5583.388672
	Iteration 45Q: 3 clusters Score -1.032378e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -10323789.000000 Penalty: 5583.388672
	Iteration 46Q: 3 clusters Score -1.032379e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -10323802.000000 Penalty: 5583.388672
	Iteration 47Q: 3 clusters Score -1.03238e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -10323848.000000 Penalty: 5583.388672
	Iteration 48Q: 3 clusters Score -1.032385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -10323867.000000 Penalty: 5583.388672
	Iteration 49Q: 3 clusters Score -1.032387e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -10323876.000000 Penalty: 5583.388672
	Iteration 50Q: 3 clusters Score -1.032388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -10323901.000000 Penalty: 5583.388672
	Iteration 51Q: 3 clusters Score -1.03239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -10323928.000000 Penalty: 5583.388672
	Iteration 52Q: 3 clusters Score -1.032393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -10323942.000000 Penalty: 5583.388672
	Iteration 53Q: 3 clusters Score -1.032394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -10323938.000000 Penalty: 5583.388672
	Iteration 54Q: 3 clusters Score -1.032394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -10323947.000000 Penalty: 5583.388672
	Iteration 55Q: 3 clusters Score -1.032395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -10323968.000000 Penalty: 5583.388672
	Iteration 56Q: 3 clusters Score -1.032397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -10323977.000000 Penalty: 5583.388672
	Iteration 57Q: 3 clusters Score -1.032398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -10323983.000000 Penalty: 5583.388672
	Iteration 58Q: 3 clusters Score -1.032398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -10323975.000000 Penalty: 5583.388672
	Iteration 59Q: 3 clusters Score -1.032398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -10323991.000000 Penalty: 5583.388672
	Iteration 60F: 3 clusters Score -1.032399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -10323974.000000 Penalty: 5583.388672
	Iteration 61Q: 3 clusters Score -1.032397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -10323981.000000 Penalty: 5583.388672
	Iteration 62Q: 3 clusters Score -1.032398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -10323977.000000 Penalty: 5583.388672
	Iteration 63Q: 3 clusters Score -1.032398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -10323966.000000 Penalty: 5583.388672
	Iteration 64Q: 3 clusters Score -1.032397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -10323977.000000 Penalty: 5583.388672
	Iteration 65Q: 3 clusters Score -1.032398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -10323991.000000 Penalty: 5583.388672
	Iteration 66Q: 3 clusters Score -1.032399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -10323993.000000 Penalty: 5583.388672
	Iteration 67Q: 3 clusters Score -1.032399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -10323993.000000 Penalty: 5583.388672
	Iteration 68Q: 3 clusters Score -1.032399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -10323978.000000 Penalty: 5583.388672
	Iteration 69Q: 3 clusters Score -1.032398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -10323978.000000 Penalty: 5583.388672
	Iteration 70Q: 3 clusters Score -1.032398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -10323982.000000 Penalty: 5583.388672
	Iteration 71Q: 3 clusters Score -1.032398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -10323967.000000 Penalty: 5583.388672
	Iteration 72Q: 3 clusters Score -1.032397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -10323976.000000 Penalty: 5583.388672
	Iteration 73Q: 3 clusters Score -1.032398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -10323971.000000 Penalty: 5583.388672
	Iteration 74Q: 3 clusters Score -1.032397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -10323972.000000 Penalty: 5583.388672
	Iteration 75Q: 3 clusters Score -1.032397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -10323975.000000 Penalty: 5583.388672
	Iteration 76Q: 3 clusters Score -1.032398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10323972.000000 Penalty: 5583.388672
	Iteration 77Q: 3 clusters Score -1.032397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10323972.000000 Penalty: 5583.388672
	Iteration 78F: 3 clusters Score -1.032397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 247168 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 128942 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Entering Unmasked Estep 
Score: -181021760.000000 Penalty: 80742.429688
Splitting cluster 5 changes total score from -181017216.000000 to -181021760.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (247168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247168 members 
Entering Unmasked Estep 
Score: -33056468.000000 Penalty: 3079.620361
	Iteration 0F: 2 clusters Score -3.305647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 123584 members 
Entering Unmasked Estep 
Score: -32923040.000000 Penalty: 6159.240723
	Iteration 0F: 3 clusters Score -3.292304e+07 nChanged 119974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -32994174.000000 Penalty: 6159.240723
	Iteration 1F: 3 clusters Score -3.299417e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -32996674.000000 Penalty: 6159.240723
	Iteration 2Q: 3 clusters Score -3.299667e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -32999772.000000 Penalty: 6159.240723
	Iteration 3Q: 3 clusters Score -3.299977e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -33003894.000000 Penalty: 6159.240723
	Iteration 4Q: 3 clusters Score -3.300389e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137242 members 
Mstep: Class 2 contains 109926 members 
Entering Unmasked Estep 
Score: -33009406.000000 Penalty: 6159.240723
	Iteration 5F: 3 clusters Score -3.300941e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -33016642.000000 Penalty: 6159.240723
	Iteration 6F: 3 clusters Score -3.301664e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -33025332.000000 Penalty: 6159.240723
	Iteration 7F: 3 clusters Score -3.302533e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157471 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -33035316.000000 Penalty: 6159.240723
	Iteration 8F: 3 clusters Score -3.303532e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -33044524.000000 Penalty: 6159.240723
	Iteration 9F: 3 clusters Score -3.304452e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -33050288.000000 Penalty: 6159.240723
	Iteration 10Q: 3 clusters Score -3.305029e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -33052998.000000 Penalty: 6159.240723
	Iteration 11Q: 3 clusters Score -3.3053e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -33054490.000000 Penalty: 6159.240723
	Iteration 12Q: 3 clusters Score -3.305449e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183977 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -33055634.000000 Penalty: 6159.240723
	Iteration 13Q: 3 clusters Score -3.305563e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188647 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -33056444.000000 Penalty: 6159.240723
	Iteration 14Q: 3 clusters Score -3.305644e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193261 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -33057350.000000 Penalty: 6159.240723
	Iteration 15Q: 3 clusters Score -3.305735e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197829 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -33058204.000000 Penalty: 6159.240723
	Iteration 16Q: 3 clusters Score -3.30582e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -33058898.000000 Penalty: 6159.240723
	Iteration 17Q: 3 clusters Score -3.30589e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206405 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -33059828.000000 Penalty: 6159.240723
	Iteration 18Q: 3 clusters Score -3.305983e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210377 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -33060990.000000 Penalty: 6159.240723
	Iteration 19Q: 3 clusters Score -3.306099e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214202 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -33062346.000000 Penalty: 6159.240723
	Iteration 20F: 3 clusters Score -3.306235e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217781 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -33063258.000000 Penalty: 6159.240723
	Iteration 21Q: 3 clusters Score -3.306326e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220955 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -33064084.000000 Penalty: 6159.240723
	Iteration 22Q: 3 clusters Score -3.306408e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223689 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -33064450.000000 Penalty: 6159.240723
	Iteration 23Q: 3 clusters Score -3.306445e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225959 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -33065034.000000 Penalty: 6159.240723
	Iteration 24Q: 3 clusters Score -3.306503e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227911 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -33065180.000000 Penalty: 6159.240723
	Iteration 25Q: 3 clusters Score -3.306518e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229540 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -33065002.000000 Penalty: 6159.240723
	Iteration 26Q: 3 clusters Score -3.3065e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230848 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -33064650.000000 Penalty: 6159.240723
	Iteration 27Q: 3 clusters Score -3.306465e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231897 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -33064484.000000 Penalty: 6159.240723
	Iteration 28Q: 3 clusters Score -3.306448e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232840 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -33064284.000000 Penalty: 6159.240723
	Iteration 29Q: 3 clusters Score -3.306428e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233621 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -33064120.000000 Penalty: 6159.240723
	Iteration 30Q: 3 clusters Score -3.306412e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234309 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -33063844.000000 Penalty: 6159.240723
	Iteration 31Q: 3 clusters Score -3.306384e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234884 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -33063552.000000 Penalty: 6159.240723
	Iteration 32Q: 3 clusters Score -3.306355e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235371 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -33063450.000000 Penalty: 6159.240723
	Iteration 33Q: 3 clusters Score -3.306345e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235783 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -33063254.000000 Penalty: 6159.240723
	Iteration 34Q: 3 clusters Score -3.306325e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236124 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -33063096.000000 Penalty: 6159.240723
	Iteration 35Q: 3 clusters Score -3.30631e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236420 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -33063050.000000 Penalty: 6159.240723
	Iteration 36Q: 3 clusters Score -3.306305e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236665 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -33062906.000000 Penalty: 6159.240723
	Iteration 37Q: 3 clusters Score -3.306291e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236880 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -33062748.000000 Penalty: 6159.240723
	Iteration 38Q: 3 clusters Score -3.306275e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237077 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -33062672.000000 Penalty: 6159.240723
	Iteration 39Q: 3 clusters Score -3.306267e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237243 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -33062654.000000 Penalty: 6159.240723
	Iteration 40F: 3 clusters Score -3.306265e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237410 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -33062554.000000 Penalty: 6159.240723
	Iteration 41Q: 3 clusters Score -3.306255e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237556 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -33062496.000000 Penalty: 6159.240723
	Iteration 42Q: 3 clusters Score -3.30625e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237693 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -33062434.000000 Penalty: 6159.240723
	Iteration 43Q: 3 clusters Score -3.306243e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237812 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -33062332.000000 Penalty: 6159.240723
	Iteration 44Q: 3 clusters Score -3.306233e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237937 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -33062268.000000 Penalty: 6159.240723
	Iteration 45Q: 3 clusters Score -3.306227e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238043 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -33062282.000000 Penalty: 6159.240723
	Iteration 46Q: 3 clusters Score -3.306228e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238138 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -33062218.000000 Penalty: 6159.240723
	Iteration 47Q: 3 clusters Score -3.306222e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238226 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -33062164.000000 Penalty: 6159.240723
	Iteration 48Q: 3 clusters Score -3.306216e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238293 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -33062134.000000 Penalty: 6159.240723
	Iteration 49Q: 3 clusters Score -3.306213e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238357 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -33062086.000000 Penalty: 6159.240723
	Iteration 50Q: 3 clusters Score -3.306209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238418 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -33062078.000000 Penalty: 6159.240723
	Iteration 51Q: 3 clusters Score -3.306208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238478 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -33062038.000000 Penalty: 6159.240723
	Iteration 52Q: 3 clusters Score -3.306204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238537 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -33062010.000000 Penalty: 6159.240723
	Iteration 53Q: 3 clusters Score -3.306201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238583 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -33061954.000000 Penalty: 6159.240723
	Iteration 54Q: 3 clusters Score -3.306195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238628 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -33061942.000000 Penalty: 6159.240723
	Iteration 55Q: 3 clusters Score -3.306194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238673 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -33061940.000000 Penalty: 6159.240723
	Iteration 56Q: 3 clusters Score -3.306194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238711 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -33061942.000000 Penalty: 6159.240723
	Iteration 57Q: 3 clusters Score -3.306194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238744 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -33061912.000000 Penalty: 6159.240723
	Iteration 58Q: 3 clusters Score -3.306191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238774 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -33061868.000000 Penalty: 6159.240723
	Iteration 59Q: 3 clusters Score -3.306187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238802 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -33061870.000000 Penalty: 6159.240723
	Iteration 60F: 3 clusters Score -3.306187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238828 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -33061890.000000 Penalty: 6159.240723
	Iteration 61Q: 3 clusters Score -3.306189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -33061886.000000 Penalty: 6159.240723
	Iteration 62Q: 3 clusters Score -3.306189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238867 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -33061896.000000 Penalty: 6159.240723
	Iteration 63Q: 3 clusters Score -3.30619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238883 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -33061884.000000 Penalty: 6159.240723
	Iteration 64Q: 3 clusters Score -3.306188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238894 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -33061884.000000 Penalty: 6159.240723
	Iteration 65Q: 3 clusters Score -3.306188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238901 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -33061880.000000 Penalty: 6159.240723
	Iteration 66Q: 3 clusters Score -3.306188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238909 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -33061880.000000 Penalty: 6159.240723
	Iteration 67Q: 3 clusters Score -3.306188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238919 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -33061886.000000 Penalty: 6159.240723
	Iteration 68Q: 3 clusters Score -3.306189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238928 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -33061884.000000 Penalty: 6159.240723
	Iteration 69Q: 3 clusters Score -3.306188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238937 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -33061862.000000 Penalty: 6159.240723
	Iteration 70Q: 3 clusters Score -3.306186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238942 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -33061874.000000 Penalty: 6159.240723
	Iteration 71Q: 3 clusters Score -3.306187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238944 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -33061872.000000 Penalty: 6159.240723
	Iteration 72Q: 3 clusters Score -3.306187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238948 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -33061890.000000 Penalty: 6159.240723
	Iteration 73Q: 3 clusters Score -3.306189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238953 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -33061870.000000 Penalty: 6159.240723
	Iteration 74Q: 3 clusters Score -3.306187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238956 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -33061866.000000 Penalty: 6159.240723
	Iteration 75Q: 3 clusters Score -3.306187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238959 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -33061868.000000 Penalty: 6159.240723
	Iteration 76Q: 3 clusters Score -3.306187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238959 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -33061868.000000 Penalty: 6159.240723
	Iteration 77F: 3 clusters Score -3.306187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 128942 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Entering Unmasked Estep 
Score: -181027728.000000 Penalty: 84252.968750
Splitting cluster 6 changes total score from -181017216.000000 to -181027728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (150741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Entering Unmasked Estep 
Score: -19963560.000000 Penalty: 2956.983154
	Iteration 0F: 2 clusters Score -1.996356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -19865308.000000 Penalty: 5913.966309
	Iteration 0F: 3 clusters Score -1.986531e+07 nChanged 72134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -19906870.000000 Penalty: 5913.966309
	Iteration 1F: 3 clusters Score -1.990687e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -19907702.000000 Penalty: 5913.966309
	Iteration 2Q: 3 clusters Score -1.99077e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -19908730.000000 Penalty: 5913.966309
	Iteration 3Q: 3 clusters Score -1.990873e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -19909710.000000 Penalty: 5913.966309
	Iteration 4Q: 3 clusters Score -1.990971e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -19910754.000000 Penalty: 5913.966309
	Iteration 5Q: 3 clusters Score -1.991075e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -19912260.000000 Penalty: 5913.966309
	Iteration 6Q: 3 clusters Score -1.991226e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -19914072.000000 Penalty: 5913.966309
	Iteration 7Q: 3 clusters Score -1.991407e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -19916858.000000 Penalty: 5913.966309
	Iteration 8Q: 3 clusters Score -1.991686e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -19921350.000000 Penalty: 5913.966309
	Iteration 9F: 3 clusters Score -1.992135e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -19927628.000000 Penalty: 5913.966309
	Iteration 10F: 3 clusters Score -1.992763e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -19934668.000000 Penalty: 5913.966309
	Iteration 11F: 3 clusters Score -1.993467e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -19941392.000000 Penalty: 5913.966309
	Iteration 12F: 3 clusters Score -1.994139e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125335 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -19946714.000000 Penalty: 5913.966309
	Iteration 13Q: 3 clusters Score -1.994671e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130115 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -19950164.000000 Penalty: 5913.966309
	Iteration 14Q: 3 clusters Score -1.995016e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133898 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -19952756.000000 Penalty: 5913.966309
	Iteration 15Q: 3 clusters Score -1.995276e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -19954864.000000 Penalty: 5913.966309
	Iteration 16Q: 3 clusters Score -1.995486e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -19956368.000000 Penalty: 5913.966309
	Iteration 17Q: 3 clusters Score -1.995637e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -19957536.000000 Penalty: 5913.966309
	Iteration 18Q: 3 clusters Score -1.995754e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -19958468.000000 Penalty: 5913.966309
	Iteration 19Q: 3 clusters Score -1.995847e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -19959150.000000 Penalty: 5913.966309
	Iteration 20F: 3 clusters Score -1.995915e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -19959718.000000 Penalty: 5913.966309
	Iteration 21Q: 3 clusters Score -1.995972e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145721 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19960206.000000 Penalty: 5913.966309
	Iteration 22Q: 3 clusters Score -1.996021e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146318 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -19960580.000000 Penalty: 5913.966309
	Iteration 23Q: 3 clusters Score -1.996058e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146758 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -19960826.000000 Penalty: 5913.966309
	Iteration 24Q: 3 clusters Score -1.996083e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -19961000.000000 Penalty: 5913.966309
	Iteration 25Q: 3 clusters Score -1.9961e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19961106.000000 Penalty: 5913.966309
	Iteration 26Q: 3 clusters Score -1.996111e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -19961268.000000 Penalty: 5913.966309
	Iteration 27Q: 3 clusters Score -1.996127e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -19961344.000000 Penalty: 5913.966309
	Iteration 28Q: 3 clusters Score -1.996134e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19961410.000000 Penalty: 5913.966309
	Iteration 29Q: 3 clusters Score -1.996141e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -19961514.000000 Penalty: 5913.966309
	Iteration 30Q: 3 clusters Score -1.996151e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -19961600.000000 Penalty: 5913.966309
	Iteration 31Q: 3 clusters Score -1.99616e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19961634.000000 Penalty: 5913.966309
	Iteration 32Q: 3 clusters Score -1.996163e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19961612.000000 Penalty: 5913.966309
	Iteration 33Q: 3 clusters Score -1.996161e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -19961622.000000 Penalty: 5913.966309
	Iteration 34Q: 3 clusters Score -1.996162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19961652.000000 Penalty: 5913.966309
	Iteration 35Q: 3 clusters Score -1.996165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19961662.000000 Penalty: 5913.966309
	Iteration 36Q: 3 clusters Score -1.996166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19961636.000000 Penalty: 5913.966309
	Iteration 37Q: 3 clusters Score -1.996164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -19961640.000000 Penalty: 5913.966309
	Iteration 38Q: 3 clusters Score -1.996164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19961628.000000 Penalty: 5913.966309
	Iteration 39Q: 3 clusters Score -1.996163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19961644.000000 Penalty: 5913.966309
	Iteration 40F: 3 clusters Score -1.996164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19961646.000000 Penalty: 5913.966309
	Iteration 41Q: 3 clusters Score -1.996165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19961656.000000 Penalty: 5913.966309
	Iteration 42Q: 3 clusters Score -1.996166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19961652.000000 Penalty: 5913.966309
	Iteration 43Q: 3 clusters Score -1.996165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19961662.000000 Penalty: 5913.966309
	Iteration 44Q: 3 clusters Score -1.996166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148453 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19961672.000000 Penalty: 5913.966309
	Iteration 45Q: 3 clusters Score -1.996167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -19961664.000000 Penalty: 5913.966309
	Iteration 46Q: 3 clusters Score -1.996166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -19961646.000000 Penalty: 5913.966309
	Iteration 47Q: 3 clusters Score -1.996165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19961644.000000 Penalty: 5913.966309
	Iteration 48Q: 3 clusters Score -1.996164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19961648.000000 Penalty: 5913.966309
	Iteration 49Q: 3 clusters Score -1.996165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19961648.000000 Penalty: 5913.966309
	Iteration 50F: 3 clusters Score -1.996165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Entering Unmasked Estep 
Score: -5809341.500000 Penalty: 2652.687744
	Iteration 0F: 2 clusters Score -5809342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5779338.500000 Penalty: 5305.375488
	Iteration 0F: 3 clusters Score -5779338 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5790802.500000 Penalty: 5305.375488
	Iteration 1F: 3 clusters Score -5790802 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5791791.500000 Penalty: 5305.375488
	Iteration 2Q: 3 clusters Score -5791792 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5792993.500000 Penalty: 5305.375488
	Iteration 3F: 3 clusters Score -5792994 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5794222.500000 Penalty: 5305.375488
	Iteration 4F: 3 clusters Score -5794222 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5795497.500000 Penalty: 5305.375488
	Iteration 5F: 3 clusters Score -5795498 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5796853.000000 Penalty: 5305.375488
	Iteration 6F: 3 clusters Score -5796853 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5798246.500000 Penalty: 5305.375488
	Iteration 7F: 3 clusters Score -5798246 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5799755.000000 Penalty: 5305.375488
	Iteration 8F: 3 clusters Score -5799755 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5801132.000000 Penalty: 5305.375488
	Iteration 9F: 3 clusters Score -5801132 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5802493.000000 Penalty: 5305.375488
	Iteration 10Q: 3 clusters Score -5802493 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5803814.500000 Penalty: 5305.375488
	Iteration 11Q: 3 clusters Score -5803814 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5805367.000000 Penalty: 5305.375488
	Iteration 12Q: 3 clusters Score -5805367 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5806712.000000 Penalty: 5305.375488
	Iteration 13Q: 3 clusters Score -5806712 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5807229.000000 Penalty: 5305.375488
	Iteration 14Q: 3 clusters Score -5807229 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5807547.500000 Penalty: 5305.375488
	Iteration 15Q: 3 clusters Score -5807548 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5807704.500000 Penalty: 5305.375488
	Iteration 16Q: 3 clusters Score -5807704 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5807848.000000 Penalty: 5305.375488
	Iteration 17Q: 3 clusters Score -5807848 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5807964.000000 Penalty: 5305.375488
	Iteration 18Q: 3 clusters Score -5807964 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5808061.500000 Penalty: 5305.375488
	Iteration 19Q: 3 clusters Score -5808062 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5808108.000000 Penalty: 5305.375488
	Iteration 20F: 3 clusters Score -5808108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5808161.000000 Penalty: 5305.375488
	Iteration 21Q: 3 clusters Score -5808161 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5808212.500000 Penalty: 5305.375488
	Iteration 22Q: 3 clusters Score -5808212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5808217.000000 Penalty: 5305.375488
	Iteration 23Q: 3 clusters Score -5808217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5808244.000000 Penalty: 5305.375488
	Iteration 24Q: 3 clusters Score -5808244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5808254.500000 Penalty: 5305.375488
	Iteration 25Q: 3 clusters Score -5808254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5808262.000000 Penalty: 5305.375488
	Iteration 26Q: 3 clusters Score -5808262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5808269.500000 Penalty: 5305.375488
	Iteration 27Q: 3 clusters Score -5808270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5808305.000000 Penalty: 5305.375488
	Iteration 28Q: 3 clusters Score -5808305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5808312.500000 Penalty: 5305.375488
	Iteration 29Q: 3 clusters Score -5808312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5808313.500000 Penalty: 5305.375488
	Iteration 30Q: 3 clusters Score -5808314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5808303.000000 Penalty: 5305.375488
	Iteration 31Q: 3 clusters Score -5808303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5808321.000000 Penalty: 5305.375488
	Iteration 32Q: 3 clusters Score -5808321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5808319.000000 Penalty: 5305.375488
	Iteration 33Q: 3 clusters Score -5808319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5808321.000000 Penalty: 5305.375488
	Iteration 34Q: 3 clusters Score -5808321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5808331.500000 Penalty: 5305.375488
	Iteration 35Q: 3 clusters Score -5808332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5808321.000000 Penalty: 5305.375488
	Iteration 36Q: 3 clusters Score -5808321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5808319.500000 Penalty: 5305.375488
	Iteration 37Q: 3 clusters Score -5808320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5808323.000000 Penalty: 5305.375488
	Iteration 38Q: 3 clusters Score -5808323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5808327.500000 Penalty: 5305.375488
	Iteration 39Q: 3 clusters Score -5808328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5808328.500000 Penalty: 5305.375488
	Iteration 40F: 3 clusters Score -5808328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5808324.500000 Penalty: 5305.375488
	Iteration 41Q: 3 clusters Score -5808324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5808330.500000 Penalty: 5305.375488
	Iteration 42Q: 3 clusters Score -5808330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5808332.500000 Penalty: 5305.375488
	Iteration 43Q: 3 clusters Score -5808332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5808327.000000 Penalty: 5305.375488
	Iteration 44Q: 3 clusters Score -5808327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5808324.500000 Penalty: 5305.375488
	Iteration 45Q: 3 clusters Score -5808324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5808324.500000 Penalty: 5305.375488
	Iteration 46F: 3 clusters Score -5808324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Entering Unmasked Estep 
Score: -1176126.250000 Penalty: 2277.580322
	Iteration 0F: 2 clusters Score -1176126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1168708.375000 Penalty: 4555.160645
	Iteration 0F: 3 clusters Score -1168708 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1171169.500000 Penalty: 4555.160645
	Iteration 1F: 3 clusters Score -1171170 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1171802.125000 Penalty: 4555.160645
	Iteration 2F: 3 clusters Score -1171802 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1172385.750000 Penalty: 4555.160645
	Iteration 3F: 3 clusters Score -1172386 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1172825.625000 Penalty: 4555.160645
	Iteration 4F: 3 clusters Score -1172826 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1173114.750000 Penalty: 4555.160645
	Iteration 5F: 3 clusters Score -1173115 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1173348.125000 Penalty: 4555.160645
	Iteration 6Q: 3 clusters Score -1173348 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1173516.875000 Penalty: 4555.160645
	Iteration 7Q: 3 clusters Score -1173517 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1173646.000000 Penalty: 4555.160645
	Iteration 8Q: 3 clusters Score -1173646 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1173780.500000 Penalty: 4555.160645
	Iteration 9Q: 3 clusters Score -1173780 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1173905.500000 Penalty: 4555.160645
	Iteration 10Q: 3 clusters Score -1173906 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1174037.625000 Penalty: 4555.160645
	Iteration 11Q: 3 clusters Score -1174038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1174189.250000 Penalty: 4555.160645
	Iteration 12Q: 3 clusters Score -1174189 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1174342.500000 Penalty: 4555.160645
	Iteration 13Q: 3 clusters Score -1174342 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1174475.125000 Penalty: 4555.160645
	Iteration 14Q: 3 clusters Score -1174475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1174586.750000 Penalty: 4555.160645
	Iteration 15Q: 3 clusters Score -1174587 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1174676.125000 Penalty: 4555.160645
	Iteration 16Q: 3 clusters Score -1174676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1174741.375000 Penalty: 4555.160645
	Iteration 17Q: 3 clusters Score -1174741 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1174807.875000 Penalty: 4555.160645
	Iteration 18Q: 3 clusters Score -1174808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1174864.500000 Penalty: 4555.160645
	Iteration 19Q: 3 clusters Score -1174864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1174914.500000 Penalty: 4555.160645
	Iteration 20F: 3 clusters Score -1174914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1174957.000000 Penalty: 4555.160645
	Iteration 21Q: 3 clusters Score -1174957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1174996.375000 Penalty: 4555.160645
	Iteration 22Q: 3 clusters Score -1174996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1175021.875000 Penalty: 4555.160645
	Iteration 23Q: 3 clusters Score -1175022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1175044.375000 Penalty: 4555.160645
	Iteration 24Q: 3 clusters Score -1175044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1175059.125000 Penalty: 4555.160645
	Iteration 25Q: 3 clusters Score -1175059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1175070.625000 Penalty: 4555.160645
	Iteration 26Q: 3 clusters Score -1175071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1175080.125000 Penalty: 4555.160645
	Iteration 27Q: 3 clusters Score -1175080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1175087.375000 Penalty: 4555.160645
	Iteration 28Q: 3 clusters Score -1175087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1175094.250000 Penalty: 4555.160645
	Iteration 29Q: 3 clusters Score -1175094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1175102.250000 Penalty: 4555.160645
	Iteration 30Q: 3 clusters Score -1175102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1175108.000000 Penalty: 4555.160645
	Iteration 31Q: 3 clusters Score -1175108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1175114.000000 Penalty: 4555.160645
	Iteration 32Q: 3 clusters Score -1175114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1175118.875000 Penalty: 4555.160645
	Iteration 33Q: 3 clusters Score -1175119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1175121.500000 Penalty: 4555.160645
	Iteration 34Q: 3 clusters Score -1175122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1175124.750000 Penalty: 4555.160645
	Iteration 35Q: 3 clusters Score -1175125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1175128.625000 Penalty: 4555.160645
	Iteration 36Q: 3 clusters Score -1175129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1175135.125000 Penalty: 4555.160645
	Iteration 37Q: 3 clusters Score -1175135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1175139.375000 Penalty: 4555.160645
	Iteration 38Q: 3 clusters Score -1175139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1175141.375000 Penalty: 4555.160645
	Iteration 39Q: 3 clusters Score -1175141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1175143.875000 Penalty: 4555.160645
	Iteration 40F: 3 clusters Score -1175144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1175147.750000 Penalty: 4555.160645
	Iteration 41Q: 3 clusters Score -1175148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1175149.875000 Penalty: 4555.160645
	Iteration 42Q: 3 clusters Score -1175150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1175155.875000 Penalty: 4555.160645
	Iteration 43Q: 3 clusters Score -1175156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1175159.250000 Penalty: 4555.160645
	Iteration 44Q: 3 clusters Score -1175159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1175157.125000 Penalty: 4555.160645
	Iteration 45Q: 3 clusters Score -1175157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1175160.750000 Penalty: 4555.160645
	Iteration 46Q: 3 clusters Score -1175161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1175164.125000 Penalty: 4555.160645
	Iteration 47Q: 3 clusters Score -1175164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1175165.375000 Penalty: 4555.160645
	Iteration 48Q: 3 clusters Score -1175165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1175168.375000 Penalty: 4555.160645
	Iteration 49Q: 3 clusters Score -1175168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1175169.250000 Penalty: 4555.160645
	Iteration 50Q: 3 clusters Score -1175169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1175168.625000 Penalty: 4555.160645
	Iteration 51Q: 3 clusters Score -1175169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1175168.625000 Penalty: 4555.160645
	Iteration 52F: 3 clusters Score -1175169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Entering Unmasked Estep 
Score: -2033609.625000 Penalty: 2394.573486
	Iteration 0F: 2 clusters Score -2033610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2022348.250000 Penalty: 4789.146973
	Iteration 0F: 3 clusters Score -2022348 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2026035.875000 Penalty: 4789.146973
	Iteration 1F: 3 clusters Score -2026036 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2026660.625000 Penalty: 4789.146973
	Iteration 2F: 3 clusters Score -2026661 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2027375.875000 Penalty: 4789.146973
	Iteration 3F: 3 clusters Score -2027376 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2028192.250000 Penalty: 4789.146973
	Iteration 4F: 3 clusters Score -2028192 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2029024.625000 Penalty: 4789.146973
	Iteration 5F: 3 clusters Score -2029025 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2029745.500000 Penalty: 4789.146973
	Iteration 6F: 3 clusters Score -2029746 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2030300.500000 Penalty: 4789.146973
	Iteration 7F: 3 clusters Score -2030300 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2030690.875000 Penalty: 4789.146973
	Iteration 8Q: 3 clusters Score -2030691 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2030926.625000 Penalty: 4789.146973
	Iteration 9Q: 3 clusters Score -2030927 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2031122.625000 Penalty: 4789.146973
	Iteration 10Q: 3 clusters Score -2031123 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2031313.500000 Penalty: 4789.146973
	Iteration 11Q: 3 clusters Score -2031314 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2031466.875000 Penalty: 4789.146973
	Iteration 12Q: 3 clusters Score -2031467 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2031587.000000 Penalty: 4789.146973
	Iteration 13Q: 3 clusters Score -2031587 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2031690.500000 Penalty: 4789.146973
	Iteration 14Q: 3 clusters Score -2031690 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2031771.625000 Penalty: 4789.146973
	Iteration 15Q: 3 clusters Score -2031772 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2031848.375000 Penalty: 4789.146973
	Iteration 16Q: 3 clusters Score -2031848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2031907.625000 Penalty: 4789.146973
	Iteration 17Q: 3 clusters Score -2031908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2031944.250000 Penalty: 4789.146973
	Iteration 18Q: 3 clusters Score -2031944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2031983.375000 Penalty: 4789.146973
	Iteration 19Q: 3 clusters Score -2031983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2032012.250000 Penalty: 4789.146973
	Iteration 20F: 3 clusters Score -2032012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2032052.625000 Penalty: 4789.146973
	Iteration 21Q: 3 clusters Score -2032053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2032080.250000 Penalty: 4789.146973
	Iteration 22Q: 3 clusters Score -2032080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2032101.375000 Penalty: 4789.146973
	Iteration 23Q: 3 clusters Score -2032101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2032127.625000 Penalty: 4789.146973
	Iteration 24Q: 3 clusters Score -2032128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2032149.375000 Penalty: 4789.146973
	Iteration 25Q: 3 clusters Score -2032149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2032181.250000 Penalty: 4789.146973
	Iteration 26Q: 3 clusters Score -2032181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2032200.375000 Penalty: 4789.146973
	Iteration 27Q: 3 clusters Score -2032200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2032212.250000 Penalty: 4789.146973
	Iteration 28Q: 3 clusters Score -2032212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2032232.250000 Penalty: 4789.146973
	Iteration 29Q: 3 clusters Score -2032232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2032236.375000 Penalty: 4789.146973
	Iteration 30Q: 3 clusters Score -2032236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2032237.000000 Penalty: 4789.146973
	Iteration 31Q: 3 clusters Score -2032237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2032252.375000 Penalty: 4789.146973
	Iteration 32Q: 3 clusters Score -2032252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2032258.625000 Penalty: 4789.146973
	Iteration 33Q: 3 clusters Score -2032259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2032264.000000 Penalty: 4789.146973
	Iteration 34Q: 3 clusters Score -2032264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2032281.875000 Penalty: 4789.146973
	Iteration 35Q: 3 clusters Score -2032282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2032293.250000 Penalty: 4789.146973
	Iteration 36Q: 3 clusters Score -2032293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2032312.500000 Penalty: 4789.146973
	Iteration 37Q: 3 clusters Score -2032312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2032326.500000 Penalty: 4789.146973
	Iteration 38Q: 3 clusters Score -2032326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2032339.500000 Penalty: 4789.146973
	Iteration 39Q: 3 clusters Score -2032340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2032344.375000 Penalty: 4789.146973
	Iteration 40F: 3 clusters Score -2032344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2032355.625000 Penalty: 4789.146973
	Iteration 41Q: 3 clusters Score -2032356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2032364.125000 Penalty: 4789.146973
	Iteration 42Q: 3 clusters Score -2032364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2032365.375000 Penalty: 4789.146973
	Iteration 43Q: 3 clusters Score -2032365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2032365.000000 Penalty: 4789.146973
	Iteration 44Q: 3 clusters Score -2032365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2032368.375000 Penalty: 4789.146973
	Iteration 45Q: 3 clusters Score -2032368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2032369.500000 Penalty: 4789.146973
	Iteration 46Q: 3 clusters Score -2032370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2032372.625000 Penalty: 4789.146973
	Iteration 47Q: 3 clusters Score -2032373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2032376.625000 Penalty: 4789.146973
	Iteration 48Q: 3 clusters Score -2032377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2032380.125000 Penalty: 4789.146973
	Iteration 49Q: 3 clusters Score -2032380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2032384.750000 Penalty: 4789.146973
	Iteration 50Q: 3 clusters Score -2032385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2032383.875000 Penalty: 4789.146973
	Iteration 51Q: 3 clusters Score -2032384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2032386.125000 Penalty: 4789.146973
	Iteration 52Q: 3 clusters Score -2032386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2032390.125000 Penalty: 4789.146973
	Iteration 53Q: 3 clusters Score -2032390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2032390.125000 Penalty: 4789.146973
	Iteration 54Q: 3 clusters Score -2032390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2032389.750000 Penalty: 4789.146973
	Iteration 55Q: 3 clusters Score -2032390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2032389.750000 Penalty: 4789.146973
	Iteration 56F: 3 clusters Score -2032390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -320476.031250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -320476 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 1327 members 
Entering Unmasked Estep 
Score: -317521.437500 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -317521.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -319029.781250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -319029.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -320548.843750 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -320548.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -321550.250000 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -321550.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -322117.562500 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -322117.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -322572.906250 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -322572.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -322981.875000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -322981.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -323350.875000 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -323350.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -323819.906250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -323819.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -324125.562500 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -324125.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -324310.156250 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -324310.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324364.531250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -324364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324378.125000 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -324378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324392.093750 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -324392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -324398.031250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -324398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -324399.656250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -324399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -324400.281250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -324400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -324419.843750 Penalty: 3906.624512
	Iteration 17F: 3 clusters Score -324419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324457.906250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -324457.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -324508.500000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -324508.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324604.875000 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -324604.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324886.156250 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -324886.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -325498.718750 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -325498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -325564.843750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -325564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -325575.375000 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -325575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -325578.375000 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -325578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -325578.375000 Penalty: 3906.624512
	Iteration 26F: 3 clusters Score -325578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 128942 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Mstep: Class 25 contains 1332 members 
Entering Unmasked Estep 
Score: -181031248.000000 Penalty: 87763.507812
Splitting cluster 12 changes total score from -181017216.000000 to -181031248.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1180871.375000 Penalty: 2255.681641
	Iteration 0F: 2 clusters Score -1180871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1173925.250000 Penalty: 4511.363281
	Iteration 0F: 3 clusters Score -1173925 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1175912.125000 Penalty: 4511.363281
	Iteration 1F: 3 clusters Score -1175912 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1176244.625000 Penalty: 4511.363281
	Iteration 2F: 3 clusters Score -1176245 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1176539.750000 Penalty: 4511.363281
	Iteration 3F: 3 clusters Score -1176540 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1176866.000000 Penalty: 4511.363281
	Iteration 4F: 3 clusters Score -1176866 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1177205.500000 Penalty: 4511.363281
	Iteration 5F: 3 clusters Score -1177206 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1177635.625000 Penalty: 4511.363281
	Iteration 6F: 3 clusters Score -1177636 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1178083.500000 Penalty: 4511.363281
	Iteration 7F: 3 clusters Score -1178084 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1178471.000000 Penalty: 4511.363281
	Iteration 8F: 3 clusters Score -1178471 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1178735.375000 Penalty: 4511.363281
	Iteration 9Q: 3 clusters Score -1178735 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1178900.000000 Penalty: 4511.363281
	Iteration 10Q: 3 clusters Score -1178900 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1178989.750000 Penalty: 4511.363281
	Iteration 11Q: 3 clusters Score -1178990 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1179065.875000 Penalty: 4511.363281
	Iteration 12Q: 3 clusters Score -1179066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1179111.500000 Penalty: 4511.363281
	Iteration 13Q: 3 clusters Score -1179112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1179135.875000 Penalty: 4511.363281
	Iteration 14Q: 3 clusters Score -1179136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1179159.375000 Penalty: 4511.363281
	Iteration 15Q: 3 clusters Score -1179159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1179179.000000 Penalty: 4511.363281
	Iteration 16Q: 3 clusters Score -1179179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1179187.125000 Penalty: 4511.363281
	Iteration 17Q: 3 clusters Score -1179187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1179194.250000 Penalty: 4511.363281
	Iteration 18Q: 3 clusters Score -1179194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1179200.875000 Penalty: 4511.363281
	Iteration 19Q: 3 clusters Score -1179201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1179203.000000 Penalty: 4511.363281
	Iteration 20F: 3 clusters Score -1179203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1179204.375000 Penalty: 4511.363281
	Iteration 21Q: 3 clusters Score -1179204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1179205.375000 Penalty: 4511.363281
	Iteration 22Q: 3 clusters Score -1179205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1179207.250000 Penalty: 4511.363281
	Iteration 23Q: 3 clusters Score -1179207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1179210.500000 Penalty: 4511.363281
	Iteration 24Q: 3 clusters Score -1179210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1179210.000000 Penalty: 4511.363281
	Iteration 25Q: 3 clusters Score -1179210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1179211.125000 Penalty: 4511.363281
	Iteration 26Q: 3 clusters Score -1179211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1179215.750000 Penalty: 4511.363281
	Iteration 27Q: 3 clusters Score -1179216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1179220.500000 Penalty: 4511.363281
	Iteration 28Q: 3 clusters Score -1179220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1179222.875000 Penalty: 4511.363281
	Iteration 29Q: 3 clusters Score -1179223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1179224.250000 Penalty: 4511.363281
	Iteration 30Q: 3 clusters Score -1179224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1179223.625000 Penalty: 4511.363281
	Iteration 31Q: 3 clusters Score -1179224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1179226.250000 Penalty: 4511.363281
	Iteration 32Q: 3 clusters Score -1179226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1179232.375000 Penalty: 4511.363281
	Iteration 33Q: 3 clusters Score -1179232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1179232.250000 Penalty: 4511.363281
	Iteration 34Q: 3 clusters Score -1179232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1179232.875000 Penalty: 4511.363281
	Iteration 35Q: 3 clusters Score -1179233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1179232.375000 Penalty: 4511.363281
	Iteration 36Q: 3 clusters Score -1179232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1179233.750000 Penalty: 4511.363281
	Iteration 37Q: 3 clusters Score -1179234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1179237.750000 Penalty: 4511.363281
	Iteration 38Q: 3 clusters Score -1179238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1179238.750000 Penalty: 4511.363281
	Iteration 39Q: 3 clusters Score -1179239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1179240.625000 Penalty: 4511.363281
	Iteration 40F: 3 clusters Score -1179241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1179241.125000 Penalty: 4511.363281
	Iteration 41Q: 3 clusters Score -1179241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1179239.375000 Penalty: 4511.363281
	Iteration 42Q: 3 clusters Score -1179239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1179239.000000 Penalty: 4511.363281
	Iteration 43Q: 3 clusters Score -1179239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1179239.000000 Penalty: 4511.363281
	Iteration 44F: 3 clusters Score -1179239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Entering Unmasked Estep 
Score: -2387125.000000 Penalty: 2436.166992
	Iteration 0F: 2 clusters Score -2387125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2374145.250000 Penalty: 4872.333984
	Iteration 0F: 3 clusters Score -2374145 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2378538.500000 Penalty: 4872.333984
	Iteration 1F: 3 clusters Score -2378538 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2379284.250000 Penalty: 4872.333984
	Iteration 2F: 3 clusters Score -2379284 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2380214.000000 Penalty: 4872.333984
	Iteration 3F: 3 clusters Score -2380214 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2381626.250000 Penalty: 4872.333984
	Iteration 4F: 3 clusters Score -2381626 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2383292.750000 Penalty: 4872.333984
	Iteration 5F: 3 clusters Score -2383293 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2384732.750000 Penalty: 4872.333984
	Iteration 6F: 3 clusters Score -2384733 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2385811.500000 Penalty: 4872.333984
	Iteration 7F: 3 clusters Score -2385812 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2386510.500000 Penalty: 4872.333984
	Iteration 8F: 3 clusters Score -2386510 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2386866.250000 Penalty: 4872.333984
	Iteration 9Q: 3 clusters Score -2386866 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2387092.500000 Penalty: 4872.333984
	Iteration 10Q: 3 clusters Score -2387092 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2387237.750000 Penalty: 4872.333984
	Iteration 11Q: 3 clusters Score -2387238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2387353.500000 Penalty: 4872.333984
	Iteration 12Q: 3 clusters Score -2387354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2387429.250000 Penalty: 4872.333984
	Iteration 13Q: 3 clusters Score -2387429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2387480.250000 Penalty: 4872.333984
	Iteration 14Q: 3 clusters Score -2387480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2387532.500000 Penalty: 4872.333984
	Iteration 15Q: 3 clusters Score -2387532 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2387575.250000 Penalty: 4872.333984
	Iteration 16Q: 3 clusters Score -2387575 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2387606.000000 Penalty: 4872.333984
	Iteration 17Q: 3 clusters Score -2387606 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2387633.500000 Penalty: 4872.333984
	Iteration 18Q: 3 clusters Score -2387634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2387661.500000 Penalty: 4872.333984
	Iteration 19Q: 3 clusters Score -2387662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2387682.250000 Penalty: 4872.333984
	Iteration 20F: 3 clusters Score -2387682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2387695.500000 Penalty: 4872.333984
	Iteration 21Q: 3 clusters Score -2387696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2387712.500000 Penalty: 4872.333984
	Iteration 22Q: 3 clusters Score -2387712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2387721.750000 Penalty: 4872.333984
	Iteration 23Q: 3 clusters Score -2387722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2387724.750000 Penalty: 4872.333984
	Iteration 24Q: 3 clusters Score -2387725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2387734.250000 Penalty: 4872.333984
	Iteration 25Q: 3 clusters Score -2387734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2387748.500000 Penalty: 4872.333984
	Iteration 26Q: 3 clusters Score -2387748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2387751.000000 Penalty: 4872.333984
	Iteration 27Q: 3 clusters Score -2387751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2387759.000000 Penalty: 4872.333984
	Iteration 28Q: 3 clusters Score -2387759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2387762.250000 Penalty: 4872.333984
	Iteration 29Q: 3 clusters Score -2387762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2387763.750000 Penalty: 4872.333984
	Iteration 30Q: 3 clusters Score -2387764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2387760.250000 Penalty: 4872.333984
	Iteration 31Q: 3 clusters Score -2387760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2387766.000000 Penalty: 4872.333984
	Iteration 32Q: 3 clusters Score -2387766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2387770.000000 Penalty: 4872.333984
	Iteration 33Q: 3 clusters Score -2387770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2387768.750000 Penalty: 4872.333984
	Iteration 34Q: 3 clusters Score -2387769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2387767.500000 Penalty: 4872.333984
	Iteration 35Q: 3 clusters Score -2387768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2387770.250000 Penalty: 4872.333984
	Iteration 36Q: 3 clusters Score -2387770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2387770.500000 Penalty: 4872.333984
	Iteration 37Q: 3 clusters Score -2387770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2387770.250000 Penalty: 4872.333984
	Iteration 38Q: 3 clusters Score -2387770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2387770.250000 Penalty: 4872.333984
	Iteration 39F: 3 clusters Score -2387770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 128942 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 16121 members 
Entering Unmasked Estep 
Score: -181029856.000000 Penalty: 91274.054688
Splitting cluster 15 changes total score from -181017216.000000 to -181029856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1743023.500000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1743024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1733156.625000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1733157 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1736391.375000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1736391 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1737085.375000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1737085 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1737865.875000 Penalty: 4713.751953
	Iteration 3F: 3 clusters Score -1737866 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1738658.375000 Penalty: 4713.751953
	Iteration 4F: 3 clusters Score -1738658 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1739426.500000 Penalty: 4713.751953
	Iteration 5F: 3 clusters Score -1739426 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1740178.375000 Penalty: 4713.751953
	Iteration 6F: 3 clusters Score -1740178 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1740824.875000 Penalty: 4713.751953
	Iteration 7F: 3 clusters Score -1740825 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1741369.625000 Penalty: 4713.751953
	Iteration 8Q: 3 clusters Score -1741370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1741770.625000 Penalty: 4713.751953
	Iteration 9Q: 3 clusters Score -1741771 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1741977.125000 Penalty: 4713.751953
	Iteration 10Q: 3 clusters Score -1741977 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1742076.625000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1742077 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1742115.500000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1742116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1742143.375000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1742143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1742157.250000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1742157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1742164.375000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1742164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1742166.875000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1742167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1742171.625000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1742172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1742170.000000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1742170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1742175.625000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1742176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1742173.750000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1742174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1742174.875000 Penalty: 4713.751953
	Iteration 21Q: 3 clusters Score -1742175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1742176.250000 Penalty: 4713.751953
	Iteration 22Q: 3 clusters Score -1742176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1742176.500000 Penalty: 4713.751953
	Iteration 23Q: 3 clusters Score -1742176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1742173.875000 Penalty: 4713.751953
	Iteration 24Q: 3 clusters Score -1742174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1742176.125000 Penalty: 4713.751953
	Iteration 25Q: 3 clusters Score -1742176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1742175.250000 Penalty: 4713.751953
	Iteration 26Q: 3 clusters Score -1742175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1742177.500000 Penalty: 4713.751953
	Iteration 27Q: 3 clusters Score -1742178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1742176.000000 Penalty: 4713.751953
	Iteration 28Q: 3 clusters Score -1742176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1742176.625000 Penalty: 4713.751953
	Iteration 29Q: 3 clusters Score -1742177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1742177.750000 Penalty: 4713.751953
	Iteration 30Q: 3 clusters Score -1742178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1742177.000000 Penalty: 4713.751953
	Iteration 31Q: 3 clusters Score -1742177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1742177.750000 Penalty: 4713.751953
	Iteration 32Q: 3 clusters Score -1742178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1742179.625000 Penalty: 4713.751953
	Iteration 33Q: 3 clusters Score -1742180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1742179.625000 Penalty: 4713.751953
	Iteration 34F: 3 clusters Score -1742180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1710820.250000 Penalty: 2343.557861
	Iteration 0F: 2 clusters Score -1710820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1701426.875000 Penalty: 4687.115723
	Iteration 0F: 3 clusters Score -1701427 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1704414.750000 Penalty: 4687.115723
	Iteration 1F: 3 clusters Score -1704415 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1705056.875000 Penalty: 4687.115723
	Iteration 2F: 3 clusters Score -1705057 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1705805.375000 Penalty: 4687.115723
	Iteration 3F: 3 clusters Score -1705805 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1706646.500000 Penalty: 4687.115723
	Iteration 4F: 3 clusters Score -1706646 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1707424.500000 Penalty: 4687.115723
	Iteration 5F: 3 clusters Score -1707424 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1707963.625000 Penalty: 4687.115723
	Iteration 6F: 3 clusters Score -1707964 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1708277.750000 Penalty: 4687.115723
	Iteration 7F: 3 clusters Score -1708278 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1708475.875000 Penalty: 4687.115723
	Iteration 8Q: 3 clusters Score -1708476 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1708599.250000 Penalty: 4687.115723
	Iteration 9Q: 3 clusters Score -1708599 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1708680.500000 Penalty: 4687.115723
	Iteration 10Q: 3 clusters Score -1708680 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1708749.875000 Penalty: 4687.115723
	Iteration 11Q: 3 clusters Score -1708750 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1708807.875000 Penalty: 4687.115723
	Iteration 12Q: 3 clusters Score -1708808 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1708861.750000 Penalty: 4687.115723
	Iteration 13Q: 3 clusters Score -1708862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1708916.250000 Penalty: 4687.115723
	Iteration 14Q: 3 clusters Score -1708916 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1708962.625000 Penalty: 4687.115723
	Iteration 15Q: 3 clusters Score -1708963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1709016.250000 Penalty: 4687.115723
	Iteration 16Q: 3 clusters Score -1709016 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1709072.750000 Penalty: 4687.115723
	Iteration 17Q: 3 clusters Score -1709073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1709132.250000 Penalty: 4687.115723
	Iteration 18Q: 3 clusters Score -1709132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1709186.000000 Penalty: 4687.115723
	Iteration 19Q: 3 clusters Score -1709186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1709235.375000 Penalty: 4687.115723
	Iteration 20F: 3 clusters Score -1709235 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1709283.375000 Penalty: 4687.115723
	Iteration 21Q: 3 clusters Score -1709283 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1709335.500000 Penalty: 4687.115723
	Iteration 22Q: 3 clusters Score -1709336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1709368.500000 Penalty: 4687.115723
	Iteration 23Q: 3 clusters Score -1709368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1709408.250000 Penalty: 4687.115723
	Iteration 24Q: 3 clusters Score -1709408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1709441.750000 Penalty: 4687.115723
	Iteration 25Q: 3 clusters Score -1709442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1709472.750000 Penalty: 4687.115723
	Iteration 26Q: 3 clusters Score -1709473 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1709497.375000 Penalty: 4687.115723
	Iteration 27Q: 3 clusters Score -1709497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1709515.375000 Penalty: 4687.115723
	Iteration 28Q: 3 clusters Score -1709515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1709528.750000 Penalty: 4687.115723
	Iteration 29Q: 3 clusters Score -1709529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1709536.000000 Penalty: 4687.115723
	Iteration 30Q: 3 clusters Score -1709536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1709548.625000 Penalty: 4687.115723
	Iteration 31Q: 3 clusters Score -1709549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1709560.125000 Penalty: 4687.115723
	Iteration 32Q: 3 clusters Score -1709560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1709564.375000 Penalty: 4687.115723
	Iteration 33Q: 3 clusters Score -1709564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1709572.625000 Penalty: 4687.115723
	Iteration 34Q: 3 clusters Score -1709573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1709578.375000 Penalty: 4687.115723
	Iteration 35Q: 3 clusters Score -1709578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1709585.250000 Penalty: 4687.115723
	Iteration 36Q: 3 clusters Score -1709585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1709591.875000 Penalty: 4687.115723
	Iteration 37Q: 3 clusters Score -1709592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1709594.875000 Penalty: 4687.115723
	Iteration 38Q: 3 clusters Score -1709595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1709601.250000 Penalty: 4687.115723
	Iteration 39Q: 3 clusters Score -1709601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1709604.000000 Penalty: 4687.115723
	Iteration 40F: 3 clusters Score -1709604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1709605.125000 Penalty: 4687.115723
	Iteration 41Q: 3 clusters Score -1709605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1709608.250000 Penalty: 4687.115723
	Iteration 42Q: 3 clusters Score -1709608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1709609.125000 Penalty: 4687.115723
	Iteration 43Q: 3 clusters Score -1709609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1709608.750000 Penalty: 4687.115723
	Iteration 44Q: 3 clusters Score -1709609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1709612.375000 Penalty: 4687.115723
	Iteration 45Q: 3 clusters Score -1709612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1709614.875000 Penalty: 4687.115723
	Iteration 46Q: 3 clusters Score -1709615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1709618.000000 Penalty: 4687.115723
	Iteration 47Q: 3 clusters Score -1709618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1709615.125000 Penalty: 4687.115723
	Iteration 48Q: 3 clusters Score -1709615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1709612.000000 Penalty: 4687.115723
	Iteration 49Q: 3 clusters Score -1709612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1709614.750000 Penalty: 4687.115723
	Iteration 50Q: 3 clusters Score -1709615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1709615.000000 Penalty: 4687.115723
	Iteration 51Q: 3 clusters Score -1709615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1709617.500000 Penalty: 4687.115723
	Iteration 52Q: 3 clusters Score -1709618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1709617.625000 Penalty: 4687.115723
	Iteration 53Q: 3 clusters Score -1709618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1709617.750000 Penalty: 4687.115723
	Iteration 54Q: 3 clusters Score -1709618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1709619.125000 Penalty: 4687.115723
	Iteration 55Q: 3 clusters Score -1709619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1709619.125000 Penalty: 4687.115723
	Iteration 56F: 3 clusters Score -1709619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Entering Unmasked Estep 
Score: -16402609.000000 Penalty: 2918.245117
	Iteration 0F: 2 clusters Score -1.640261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -16316419.000000 Penalty: 5836.490234
	Iteration 0F: 3 clusters Score -1.631642e+07 nChanged 61541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -16352457.000000 Penalty: 5836.490234
	Iteration 1F: 3 clusters Score -1.635246e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -16354441.000000 Penalty: 5836.490234
	Iteration 2Q: 3 clusters Score -1.635444e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -16357659.000000 Penalty: 5836.490234
	Iteration 3F: 3 clusters Score -1.635766e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -16362140.000000 Penalty: 5836.490234
	Iteration 4F: 3 clusters Score -1.636214e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -16368905.000000 Penalty: 5836.490234
	Iteration 5F: 3 clusters Score -1.63689e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -16377678.000000 Penalty: 5836.490234
	Iteration 6F: 3 clusters Score -1.637768e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -16386681.000000 Penalty: 5836.490234
	Iteration 7F: 3 clusters Score -1.638668e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -16393594.000000 Penalty: 5836.490234
	Iteration 8F: 3 clusters Score -1.639359e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -16397816.000000 Penalty: 5836.490234
	Iteration 9Q: 3 clusters Score -1.639782e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -16399974.000000 Penalty: 5836.490234
	Iteration 10Q: 3 clusters Score -1.639997e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -16400947.000000 Penalty: 5836.490234
	Iteration 11Q: 3 clusters Score -1.640095e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -16401456.000000 Penalty: 5836.490234
	Iteration 12Q: 3 clusters Score -1.640146e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -16401790.000000 Penalty: 5836.490234
	Iteration 13Q: 3 clusters Score -1.640179e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16401992.000000 Penalty: 5836.490234
	Iteration 14Q: 3 clusters Score -1.640199e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -16402094.000000 Penalty: 5836.490234
	Iteration 15Q: 3 clusters Score -1.640209e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -16402273.000000 Penalty: 5836.490234
	Iteration 16Q: 3 clusters Score -1.640227e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125430 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -16402354.000000 Penalty: 5836.490234
	Iteration 17Q: 3 clusters Score -1.640235e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -16402488.000000 Penalty: 5836.490234
	Iteration 18Q: 3 clusters Score -1.640249e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -16402664.000000 Penalty: 5836.490234
	Iteration 19Q: 3 clusters Score -1.640266e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16402713.000000 Penalty: 5836.490234
	Iteration 20F: 3 clusters Score -1.640271e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -16402830.000000 Penalty: 5836.490234
	Iteration 21Q: 3 clusters Score -1.640283e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124855 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -16403006.000000 Penalty: 5836.490234
	Iteration 22Q: 3 clusters Score -1.640301e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -16403175.000000 Penalty: 5836.490234
	Iteration 23Q: 3 clusters Score -1.640318e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -16403301.000000 Penalty: 5836.490234
	Iteration 24Q: 3 clusters Score -1.64033e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -16403360.000000 Penalty: 5836.490234
	Iteration 25Q: 3 clusters Score -1.640336e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -16403481.000000 Penalty: 5836.490234
	Iteration 26Q: 3 clusters Score -1.640348e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -16403571.000000 Penalty: 5836.490234
	Iteration 27Q: 3 clusters Score -1.640357e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -16403577.000000 Penalty: 5836.490234
	Iteration 28Q: 3 clusters Score -1.640358e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123622 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -16403609.000000 Penalty: 5836.490234
	Iteration 29Q: 3 clusters Score -1.640361e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -16403686.000000 Penalty: 5836.490234
	Iteration 30Q: 3 clusters Score -1.640369e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -16403722.000000 Penalty: 5836.490234
	Iteration 31Q: 3 clusters Score -1.640372e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -16403751.000000 Penalty: 5836.490234
	Iteration 32Q: 3 clusters Score -1.640375e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122972 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -16403796.000000 Penalty: 5836.490234
	Iteration 33Q: 3 clusters Score -1.64038e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -16403806.000000 Penalty: 5836.490234
	Iteration 34Q: 3 clusters Score -1.640381e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -16403809.000000 Penalty: 5836.490234
	Iteration 35Q: 3 clusters Score -1.640381e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -16403833.000000 Penalty: 5836.490234
	Iteration 36Q: 3 clusters Score -1.640383e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -16403815.000000 Penalty: 5836.490234
	Iteration 37Q: 3 clusters Score -1.640382e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -16403829.000000 Penalty: 5836.490234
	Iteration 38Q: 3 clusters Score -1.640383e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122431 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -16403816.000000 Penalty: 5836.490234
	Iteration 39Q: 3 clusters Score -1.640382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -16403830.000000 Penalty: 5836.490234
	Iteration 40F: 3 clusters Score -1.640383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122341 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -16403833.000000 Penalty: 5836.490234
	Iteration 41Q: 3 clusters Score -1.640383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -16403836.000000 Penalty: 5836.490234
	Iteration 42Q: 3 clusters Score -1.640384e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -16403832.000000 Penalty: 5836.490234
	Iteration 43Q: 3 clusters Score -1.640383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -16403843.000000 Penalty: 5836.490234
	Iteration 44Q: 3 clusters Score -1.640384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -16403832.000000 Penalty: 5836.490234
	Iteration 45Q: 3 clusters Score -1.640383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -16403833.000000 Penalty: 5836.490234
	Iteration 46Q: 3 clusters Score -1.640383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -16403832.000000 Penalty: 5836.490234
	Iteration 47Q: 3 clusters Score -1.640383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -16403827.000000 Penalty: 5836.490234
	Iteration 48Q: 3 clusters Score -1.640383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -16403867.000000 Penalty: 5836.490234
	Iteration 49Q: 3 clusters Score -1.640387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -16403862.000000 Penalty: 5836.490234
	Iteration 50Q: 3 clusters Score -1.640386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -16403887.000000 Penalty: 5836.490234
	Iteration 51Q: 3 clusters Score -1.640389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -16403872.000000 Penalty: 5836.490234
	Iteration 52Q: 3 clusters Score -1.640387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -16403884.000000 Penalty: 5836.490234
	Iteration 53Q: 3 clusters Score -1.640388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -16403880.000000 Penalty: 5836.490234
	Iteration 54Q: 3 clusters Score -1.640388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -16403891.000000 Penalty: 5836.490234
	Iteration 55Q: 3 clusters Score -1.640389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -16403902.000000 Penalty: 5836.490234
	Iteration 56Q: 3 clusters Score -1.64039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -16403887.000000 Penalty: 5836.490234
	Iteration 57Q: 3 clusters Score -1.640389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -16403880.000000 Penalty: 5836.490234
	Iteration 58Q: 3 clusters Score -1.640388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -16403870.000000 Penalty: 5836.490234
	Iteration 59Q: 3 clusters Score -1.640387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -16403876.000000 Penalty: 5836.490234
	Iteration 60F: 3 clusters Score -1.640388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121819 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -16403874.000000 Penalty: 5836.490234
	Iteration 61Q: 3 clusters Score -1.640387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -16403884.000000 Penalty: 5836.490234
	Iteration 62Q: 3 clusters Score -1.640388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -16403887.000000 Penalty: 5836.490234
	Iteration 63Q: 3 clusters Score -1.640389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121808 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -16403888.000000 Penalty: 5836.490234
	Iteration 64Q: 3 clusters Score -1.640389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -16403880.000000 Penalty: 5836.490234
	Iteration 65Q: 3 clusters Score -1.640388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -16403883.000000 Penalty: 5836.490234
	Iteration 66Q: 3 clusters Score -1.640388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -16403886.000000 Penalty: 5836.490234
	Iteration 67Q: 3 clusters Score -1.640389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -16403885.000000 Penalty: 5836.490234
	Iteration 68Q: 3 clusters Score -1.640388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -16403881.000000 Penalty: 5836.490234
	Iteration 69Q: 3 clusters Score -1.640388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121792 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -16403879.000000 Penalty: 5836.490234
	Iteration 70Q: 3 clusters Score -1.640388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -16403888.000000 Penalty: 5836.490234
	Iteration 71Q: 3 clusters Score -1.640389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -16403876.000000 Penalty: 5836.490234
	Iteration 72Q: 3 clusters Score -1.640388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -16403877.000000 Penalty: 5836.490234
	Iteration 73Q: 3 clusters Score -1.640388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -16403878.000000 Penalty: 5836.490234
	Iteration 74Q: 3 clusters Score -1.640388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -16403882.000000 Penalty: 5836.490234
	Iteration 75Q: 3 clusters Score -1.640388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121781 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -16403882.000000 Penalty: 5836.490234
	Iteration 76Q: 3 clusters Score -1.640388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121781 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -16403882.000000 Penalty: 5836.490234
	Iteration 77F: 3 clusters Score -1.640388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 121781 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 16121 members 
Mstep: Class 27 contains 7161 members 
Entering Unmasked Estep 
Score: -181030576.000000 Penalty: 94784.593750
Splitting cluster 18 changes total score from -181017216.000000 to -181030576.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -630786.375000 Penalty: 2121.130615
	Iteration 0F: 2 clusters Score -630786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -626170.625000 Penalty: 4242.261230
	Iteration 0F: 3 clusters Score -626170.6 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -627433.750000 Penalty: 4242.261230
	Iteration 1F: 3 clusters Score -627433.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -627729.687500 Penalty: 4242.261230
	Iteration 2F: 3 clusters Score -627729.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -627982.875000 Penalty: 4242.261230
	Iteration 3F: 3 clusters Score -627982.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -628188.687500 Penalty: 4242.261230
	Iteration 4F: 3 clusters Score -628188.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -628427.750000 Penalty: 4242.261230
	Iteration 5Q: 3 clusters Score -628427.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -628718.875000 Penalty: 4242.261230
	Iteration 6Q: 3 clusters Score -628718.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -628994.687500 Penalty: 4242.261230
	Iteration 7Q: 3 clusters Score -628994.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -629185.812500 Penalty: 4242.261230
	Iteration 8Q: 3 clusters Score -629185.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -629298.000000 Penalty: 4242.261230
	Iteration 9Q: 3 clusters Score -629298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -629402.437500 Penalty: 4242.261230
	Iteration 10Q: 3 clusters Score -629402.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -629529.062500 Penalty: 4242.261230
	Iteration 11Q: 3 clusters Score -629529.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -629646.312500 Penalty: 4242.261230
	Iteration 12Q: 3 clusters Score -629646.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -629779.750000 Penalty: 4242.261230
	Iteration 13Q: 3 clusters Score -629779.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -629930.375000 Penalty: 4242.261230
	Iteration 14Q: 3 clusters Score -629930.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -630051.437500 Penalty: 4242.261230
	Iteration 15Q: 3 clusters Score -630051.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -630109.500000 Penalty: 4242.261230
	Iteration 16Q: 3 clusters Score -630109.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -630147.562500 Penalty: 4242.261230
	Iteration 17Q: 3 clusters Score -630147.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -630167.250000 Penalty: 4242.261230
	Iteration 18Q: 3 clusters Score -630167.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -630174.375000 Penalty: 4242.261230
	Iteration 19Q: 3 clusters Score -630174.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -630180.000000 Penalty: 4242.261230
	Iteration 20F: 3 clusters Score -630180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -630183.250000 Penalty: 4242.261230
	Iteration 21Q: 3 clusters Score -630183.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -630188.937500 Penalty: 4242.261230
	Iteration 22Q: 3 clusters Score -630188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -630192.000000 Penalty: 4242.261230
	Iteration 23Q: 3 clusters Score -630192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -630199.437500 Penalty: 4242.261230
	Iteration 24Q: 3 clusters Score -630199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -630214.437500 Penalty: 4242.261230
	Iteration 25Q: 3 clusters Score -630214.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -630234.875000 Penalty: 4242.261230
	Iteration 26Q: 3 clusters Score -630234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -630251.375000 Penalty: 4242.261230
	Iteration 27Q: 3 clusters Score -630251.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -630264.250000 Penalty: 4242.261230
	Iteration 28Q: 3 clusters Score -630264.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -630277.125000 Penalty: 4242.261230
	Iteration 29Q: 3 clusters Score -630277.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -630290.437500 Penalty: 4242.261230
	Iteration 30Q: 3 clusters Score -630290.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -630301.875000 Penalty: 4242.261230
	Iteration 31Q: 3 clusters Score -630301.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -630309.000000 Penalty: 4242.261230
	Iteration 32Q: 3 clusters Score -630309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -630315.750000 Penalty: 4242.261230
	Iteration 33Q: 3 clusters Score -630315.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -630321.312500 Penalty: 4242.261230
	Iteration 34Q: 3 clusters Score -630321.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -630324.437500 Penalty: 4242.261230
	Iteration 35Q: 3 clusters Score -630324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -630330.625000 Penalty: 4242.261230
	Iteration 36Q: 3 clusters Score -630330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -630339.312500 Penalty: 4242.261230
	Iteration 37Q: 3 clusters Score -630339.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -630348.812500 Penalty: 4242.261230
	Iteration 38Q: 3 clusters Score -630348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -630355.500000 Penalty: 4242.261230
	Iteration 39Q: 3 clusters Score -630355.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -630365.875000 Penalty: 4242.261230
	Iteration 40F: 3 clusters Score -630365.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -630379.062500 Penalty: 4242.261230
	Iteration 41Q: 3 clusters Score -630379.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -630387.750000 Penalty: 4242.261230
	Iteration 42Q: 3 clusters Score -630387.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -630406.375000 Penalty: 4242.261230
	Iteration 43Q: 3 clusters Score -630406.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -630427.812500 Penalty: 4242.261230
	Iteration 44Q: 3 clusters Score -630427.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -630446.937500 Penalty: 4242.261230
	Iteration 45Q: 3 clusters Score -630446.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -630467.062500 Penalty: 4242.261230
	Iteration 46Q: 3 clusters Score -630467.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -630492.625000 Penalty: 4242.261230
	Iteration 47Q: 3 clusters Score -630492.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -630511.312500 Penalty: 4242.261230
	Iteration 48Q: 3 clusters Score -630511.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -630530.750000 Penalty: 4242.261230
	Iteration 49Q: 3 clusters Score -630530.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -630547.937500 Penalty: 4242.261230
	Iteration 50Q: 3 clusters Score -630547.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -630566.062500 Penalty: 4242.261230
	Iteration 51Q: 3 clusters Score -630566.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -630578.062500 Penalty: 4242.261230
	Iteration 52Q: 3 clusters Score -630578.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -630593.625000 Penalty: 4242.261230
	Iteration 53Q: 3 clusters Score -630593.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -630641.375000 Penalty: 4242.261230
	Iteration 54Q: 3 clusters Score -630641.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -630717.875000 Penalty: 4242.261230
	Iteration 55Q: 3 clusters Score -630717.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -630794.625000 Penalty: 4242.261230
	Iteration 56Q: 3 clusters Score -630794.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -630825.250000 Penalty: 4242.261230
	Iteration 57Q: 3 clusters Score -630825.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -630841.625000 Penalty: 4242.261230
	Iteration 58Q: 3 clusters Score -630841.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -630851.875000 Penalty: 4242.261230
	Iteration 59Q: 3 clusters Score -630851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -630858.125000 Penalty: 4242.261230
	Iteration 60F: 3 clusters Score -630858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -630863.187500 Penalty: 4242.261230
	Iteration 61Q: 3 clusters Score -630863.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -630867.937500 Penalty: 4242.261230
	Iteration 62Q: 3 clusters Score -630867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -630872.000000 Penalty: 4242.261230
	Iteration 63Q: 3 clusters Score -630872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -630875.375000 Penalty: 4242.261230
	Iteration 64Q: 3 clusters Score -630875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -630874.875000 Penalty: 4242.261230
	Iteration 65Q: 3 clusters Score -630874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -630878.812500 Penalty: 4242.261230
	Iteration 66Q: 3 clusters Score -630878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -630881.562500 Penalty: 4242.261230
	Iteration 67Q: 3 clusters Score -630881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -630884.000000 Penalty: 4242.261230
	Iteration 68Q: 3 clusters Score -630884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -630888.687500 Penalty: 4242.261230
	Iteration 69Q: 3 clusters Score -630888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -630894.625000 Penalty: 4242.261230
	Iteration 70Q: 3 clusters Score -630894.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -630903.500000 Penalty: 4242.261230
	Iteration 71Q: 3 clusters Score -630903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -630907.125000 Penalty: 4242.261230
	Iteration 72Q: 3 clusters Score -630907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -630910.062500 Penalty: 4242.261230
	Iteration 73Q: 3 clusters Score -630910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -630918.625000 Penalty: 4242.261230
	Iteration 74Q: 3 clusters Score -630918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -630925.750000 Penalty: 4242.261230
	Iteration 75Q: 3 clusters Score -630925.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -630937.937500 Penalty: 4242.261230
	Iteration 76Q: 3 clusters Score -630937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -630943.562500 Penalty: 4242.261230
	Iteration 77Q: 3 clusters Score -630943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -630953.687500 Penalty: 4242.261230
	Iteration 78Q: 3 clusters Score -630953.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -630965.125000 Penalty: 4242.261230
	Iteration 79Q: 3 clusters Score -630965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -630975.062500 Penalty: 4242.261230
	Iteration 80F: 3 clusters Score -630975.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -630983.437500 Penalty: 4242.261230
	Iteration 81Q: 3 clusters Score -630983.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -630992.312500 Penalty: 4242.261230
	Iteration 82Q: 3 clusters Score -630992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -631000.812500 Penalty: 4242.261230
	Iteration 83Q: 3 clusters Score -631000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -631013.250000 Penalty: 4242.261230
	Iteration 84Q: 3 clusters Score -631013.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -631030.062500 Penalty: 4242.261230
	Iteration 85Q: 3 clusters Score -631030.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -631047.437500 Penalty: 4242.261230
	Iteration 86Q: 3 clusters Score -631047.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -631073.937500 Penalty: 4242.261230
	Iteration 87Q: 3 clusters Score -631073.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -631102.625000 Penalty: 4242.261230
	Iteration 88Q: 3 clusters Score -631102.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -631129.812500 Penalty: 4242.261230
	Iteration 89Q: 3 clusters Score -631129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -631146.187500 Penalty: 4242.261230
	Iteration 90Q: 3 clusters Score -631146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -631157.312500 Penalty: 4242.261230
	Iteration 91Q: 3 clusters Score -631157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -631164.062500 Penalty: 4242.261230
	Iteration 92Q: 3 clusters Score -631164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -631175.562500 Penalty: 4242.261230
	Iteration 93Q: 3 clusters Score -631175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -631181.250000 Penalty: 4242.261230
	Iteration 94Q: 3 clusters Score -631181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -631187.812500 Penalty: 4242.261230
	Iteration 95Q: 3 clusters Score -631187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -631189.250000 Penalty: 4242.261230
	Iteration 96Q: 3 clusters Score -631189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -631190.437500 Penalty: 4242.261230
	Iteration 97Q: 3 clusters Score -631190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -631194.875000 Penalty: 4242.261230
	Iteration 98Q: 3 clusters Score -631194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -631197.562500 Penalty: 4242.261230
	Iteration 99Q: 3 clusters Score -631197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -631199.125000 Penalty: 4242.261230
	Iteration 100F: 3 clusters Score -631199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -631200.500000 Penalty: 4242.261230
	Iteration 101Q: 3 clusters Score -631200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -631200.250000 Penalty: 4242.261230
	Iteration 102Q: 3 clusters Score -631200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -631200.250000 Penalty: 4242.261230
	Iteration 103F: 3 clusters Score -631200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 121781 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 16121 members 
Mstep: Class 27 contains 7161 members 
Mstep: Class 28 contains 3696 members 
Entering Unmasked Estep 
Score: -181030400.000000 Penalty: 98295.132812
Splitting cluster 19 changes total score from -181017216.000000 to -181030400.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -1717811.250000 Penalty: 2343.850342
	Iteration 0F: 2 clusters Score -1717811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1708372.875000 Penalty: 4687.700684
	Iteration 0F: 3 clusters Score -1708373 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1711276.875000 Penalty: 4687.700684
	Iteration 1F: 3 clusters Score -1711277 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1711722.750000 Penalty: 4687.700684
	Iteration 2F: 3 clusters Score -1711723 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1712124.125000 Penalty: 4687.700684
	Iteration 3F: 3 clusters Score -1712124 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1712476.125000 Penalty: 4687.700684
	Iteration 4F: 3 clusters Score -1712476 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1712800.375000 Penalty: 4687.700684
	Iteration 5Q: 3 clusters Score -1712800 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1713088.250000 Penalty: 4687.700684
	Iteration 6Q: 3 clusters Score -1713088 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1713321.875000 Penalty: 4687.700684
	Iteration 7Q: 3 clusters Score -1713322 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1713512.500000 Penalty: 4687.700684
	Iteration 8Q: 3 clusters Score -1713512 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1713670.000000 Penalty: 4687.700684
	Iteration 9Q: 3 clusters Score -1713670 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1713830.250000 Penalty: 4687.700684
	Iteration 10Q: 3 clusters Score -1713830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1713991.625000 Penalty: 4687.700684
	Iteration 11Q: 3 clusters Score -1713992 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1714159.125000 Penalty: 4687.700684
	Iteration 12Q: 3 clusters Score -1714159 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1714328.625000 Penalty: 4687.700684
	Iteration 13Q: 3 clusters Score -1714329 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1714485.375000 Penalty: 4687.700684
	Iteration 14Q: 3 clusters Score -1714485 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1714621.500000 Penalty: 4687.700684
	Iteration 15Q: 3 clusters Score -1714622 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1714744.750000 Penalty: 4687.700684
	Iteration 16Q: 3 clusters Score -1714745 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1714853.500000 Penalty: 4687.700684
	Iteration 17Q: 3 clusters Score -1714854 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1714959.125000 Penalty: 4687.700684
	Iteration 18Q: 3 clusters Score -1714959 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1715066.500000 Penalty: 4687.700684
	Iteration 19Q: 3 clusters Score -1715066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1715187.250000 Penalty: 4687.700684
	Iteration 20F: 3 clusters Score -1715187 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1715308.875000 Penalty: 4687.700684
	Iteration 21Q: 3 clusters Score -1715309 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1715425.000000 Penalty: 4687.700684
	Iteration 22Q: 3 clusters Score -1715425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1715525.875000 Penalty: 4687.700684
	Iteration 23Q: 3 clusters Score -1715526 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1715631.250000 Penalty: 4687.700684
	Iteration 24Q: 3 clusters Score -1715631 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1715715.125000 Penalty: 4687.700684
	Iteration 25Q: 3 clusters Score -1715715 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1715797.250000 Penalty: 4687.700684
	Iteration 26Q: 3 clusters Score -1715797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1715860.375000 Penalty: 4687.700684
	Iteration 27Q: 3 clusters Score -1715860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1715912.125000 Penalty: 4687.700684
	Iteration 28Q: 3 clusters Score -1715912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1715970.500000 Penalty: 4687.700684
	Iteration 29Q: 3 clusters Score -1715970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1716033.375000 Penalty: 4687.700684
	Iteration 30Q: 3 clusters Score -1716033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1716080.625000 Penalty: 4687.700684
	Iteration 31Q: 3 clusters Score -1716081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1716132.375000 Penalty: 4687.700684
	Iteration 32Q: 3 clusters Score -1716132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1716176.500000 Penalty: 4687.700684
	Iteration 33Q: 3 clusters Score -1716176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1716211.375000 Penalty: 4687.700684
	Iteration 34Q: 3 clusters Score -1716211 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1716248.625000 Penalty: 4687.700684
	Iteration 35Q: 3 clusters Score -1716249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1716274.375000 Penalty: 4687.700684
	Iteration 36Q: 3 clusters Score -1716274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1716296.250000 Penalty: 4687.700684
	Iteration 37Q: 3 clusters Score -1716296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1716313.750000 Penalty: 4687.700684
	Iteration 38Q: 3 clusters Score -1716314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1716326.500000 Penalty: 4687.700684
	Iteration 39Q: 3 clusters Score -1716326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1716336.125000 Penalty: 4687.700684
	Iteration 40F: 3 clusters Score -1716336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1716349.375000 Penalty: 4687.700684
	Iteration 41Q: 3 clusters Score -1716349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1716352.500000 Penalty: 4687.700684
	Iteration 42Q: 3 clusters Score -1716352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1716355.500000 Penalty: 4687.700684
	Iteration 43Q: 3 clusters Score -1716356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1716363.750000 Penalty: 4687.700684
	Iteration 44Q: 3 clusters Score -1716364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1716368.125000 Penalty: 4687.700684
	Iteration 45Q: 3 clusters Score -1716368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1716368.250000 Penalty: 4687.700684
	Iteration 46Q: 3 clusters Score -1716368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1716370.625000 Penalty: 4687.700684
	Iteration 47Q: 3 clusters Score -1716371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1716374.500000 Penalty: 4687.700684
	Iteration 48Q: 3 clusters Score -1716374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1716379.000000 Penalty: 4687.700684
	Iteration 49Q: 3 clusters Score -1716379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1716380.625000 Penalty: 4687.700684
	Iteration 50Q: 3 clusters Score -1716381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1716386.500000 Penalty: 4687.700684
	Iteration 51Q: 3 clusters Score -1716386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1716391.000000 Penalty: 4687.700684
	Iteration 52Q: 3 clusters Score -1716391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1716395.625000 Penalty: 4687.700684
	Iteration 53Q: 3 clusters Score -1716396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1716395.875000 Penalty: 4687.700684
	Iteration 54Q: 3 clusters Score -1716396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1716399.500000 Penalty: 4687.700684
	Iteration 55Q: 3 clusters Score -1716400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1716411.875000 Penalty: 4687.700684
	Iteration 56Q: 3 clusters Score -1716412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1716423.125000 Penalty: 4687.700684
	Iteration 57Q: 3 clusters Score -1716423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1716428.125000 Penalty: 4687.700684
	Iteration 58Q: 3 clusters Score -1716428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1716438.875000 Penalty: 4687.700684
	Iteration 59Q: 3 clusters Score -1716439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1716441.625000 Penalty: 4687.700684
	Iteration 60F: 3 clusters Score -1716442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1716451.125000 Penalty: 4687.700684
	Iteration 61Q: 3 clusters Score -1716451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1716454.875000 Penalty: 4687.700684
	Iteration 62Q: 3 clusters Score -1716455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1716461.250000 Penalty: 4687.700684
	Iteration 63Q: 3 clusters Score -1716461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1716474.375000 Penalty: 4687.700684
	Iteration 64Q: 3 clusters Score -1716474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1716481.875000 Penalty: 4687.700684
	Iteration 65Q: 3 clusters Score -1716482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1716491.875000 Penalty: 4687.700684
	Iteration 66Q: 3 clusters Score -1716492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1716497.375000 Penalty: 4687.700684
	Iteration 67Q: 3 clusters Score -1716497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1716503.875000 Penalty: 4687.700684
	Iteration 68Q: 3 clusters Score -1716504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1716511.625000 Penalty: 4687.700684
	Iteration 69Q: 3 clusters Score -1716512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1716517.250000 Penalty: 4687.700684
	Iteration 70Q: 3 clusters Score -1716517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1716521.750000 Penalty: 4687.700684
	Iteration 71Q: 3 clusters Score -1716522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1716525.250000 Penalty: 4687.700684
	Iteration 72Q: 3 clusters Score -1716525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1716524.750000 Penalty: 4687.700684
	Iteration 73Q: 3 clusters Score -1716525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1716524.750000 Penalty: 4687.700684
	Iteration 74F: 3 clusters Score -1716525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Entering Unmasked Estep 
Score: -14232616.000000 Penalty: 2874.583252
	Iteration 0F: 2 clusters Score -1.423262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -14161183.000000 Penalty: 5749.166504
	Iteration 0F: 3 clusters Score -1.416118e+07 nChanged 51107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -14194284.000000 Penalty: 5749.166504
	Iteration 1F: 3 clusters Score -1.419428e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -14199848.000000 Penalty: 5749.166504
	Iteration 2F: 3 clusters Score -1.419985e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -14205838.000000 Penalty: 5749.166504
	Iteration 3F: 3 clusters Score -1.420584e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -14212171.000000 Penalty: 5749.166504
	Iteration 4F: 3 clusters Score -1.421217e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -14218549.000000 Penalty: 5749.166504
	Iteration 5F: 3 clusters Score -1.421855e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -14224541.000000 Penalty: 5749.166504
	Iteration 6F: 3 clusters Score -1.422454e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -14229800.000000 Penalty: 5749.166504
	Iteration 7F: 3 clusters Score -1.42298e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -14234209.000000 Penalty: 5749.166504
	Iteration 8Q: 3 clusters Score -1.423421e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -14237914.000000 Penalty: 5749.166504
	Iteration 9Q: 3 clusters Score -1.423791e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -14240897.000000 Penalty: 5749.166504
	Iteration 10Q: 3 clusters Score -1.42409e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -14242180.000000 Penalty: 5749.166504
	Iteration 11Q: 3 clusters Score -1.424218e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -14242514.000000 Penalty: 5749.166504
	Iteration 12Q: 3 clusters Score -1.424251e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -14242595.000000 Penalty: 5749.166504
	Iteration 13Q: 3 clusters Score -1.42426e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -14242628.000000 Penalty: 5749.166504
	Iteration 14Q: 3 clusters Score -1.424263e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14242711.000000 Penalty: 5749.166504
	Iteration 15Q: 3 clusters Score -1.424271e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -14242714.000000 Penalty: 5749.166504
	Iteration 16Q: 3 clusters Score -1.424271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -14242718.000000 Penalty: 5749.166504
	Iteration 17Q: 3 clusters Score -1.424272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14242703.000000 Penalty: 5749.166504
	Iteration 18Q: 3 clusters Score -1.42427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -14242699.000000 Penalty: 5749.166504
	Iteration 19Q: 3 clusters Score -1.42427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -14242706.000000 Penalty: 5749.166504
	Iteration 20F: 3 clusters Score -1.424271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -14242724.000000 Penalty: 5749.166504
	Iteration 21Q: 3 clusters Score -1.424272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -14242715.000000 Penalty: 5749.166504
	Iteration 22Q: 3 clusters Score -1.424272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -14242719.000000 Penalty: 5749.166504
	Iteration 23Q: 3 clusters Score -1.424272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -14242718.000000 Penalty: 5749.166504
	Iteration 24Q: 3 clusters Score -1.424272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -14242723.000000 Penalty: 5749.166504
	Iteration 25Q: 3 clusters Score -1.424272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -14242712.000000 Penalty: 5749.166504
	Iteration 26Q: 3 clusters Score -1.424271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -14242712.000000 Penalty: 5749.166504
	Iteration 27Q: 3 clusters Score -1.424271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -14242712.000000 Penalty: 5749.166504
	Iteration 28F: 3 clusters Score -1.424271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 73554 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 121781 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 102697 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 8209 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 16121 members 
Mstep: Class 27 contains 7161 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 5430 members 
Entering Unmasked Estep 
Score: -181038384.000000 Penalty: 101805.671875
Splitting cluster 21 changes total score from -181017216.000000 to -181038384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (20636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Entering Unmasked Estep 
Score: -2510482.000000 Penalty: 2463.828613
	Iteration 0F: 2 clusters Score -2510482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2495989.250000 Penalty: 4927.657227
	Iteration 0F: 3 clusters Score -2495989 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2501020.000000 Penalty: 4927.657227
	Iteration 1F: 3 clusters Score -2501020 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2501706.000000 Penalty: 4927.657227
	Iteration 2F: 3 clusters Score -2501706 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2502364.000000 Penalty: 4927.657227
	Iteration 3F: 3 clusters Score -2502364 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2503021.750000 Penalty: 4927.657227
	Iteration 4F: 3 clusters Score -2503022 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2503743.250000 Penalty: 4927.657227
	Iteration 5F: 3 clusters Score -2503743 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2504597.250000 Penalty: 4927.657227
	Iteration 6F: 3 clusters Score -2504597 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2505586.500000 Penalty: 4927.657227
	Iteration 7F: 3 clusters Score -2505586 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2506452.250000 Penalty: 4927.657227
	Iteration 8F: 3 clusters Score -2506452 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2507187.750000 Penalty: 4927.657227
	Iteration 9Q: 3 clusters Score -2507188 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2507735.250000 Penalty: 4927.657227
	Iteration 10Q: 3 clusters Score -2507735 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2508140.250000 Penalty: 4927.657227
	Iteration 11Q: 3 clusters Score -2508140 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2508488.000000 Penalty: 4927.657227
	Iteration 12Q: 3 clusters Score -2508488 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2508818.500000 Penalty: 4927.657227
	Iteration 13Q: 3 clusters Score -2508818 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2509134.250000 Penalty: 4927.657227
	Iteration 14Q: 3 clusters Score -2509134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2509462.500000 Penalty: 4927.657227
	Iteration 15Q: 3 clusters Score -2509462 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2509692.000000 Penalty: 4927.657227
	Iteration 16Q: 3 clusters Score -2509692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2509836.500000 Penalty: 4927.657227
	Iteration 17Q: 3 clusters Score -2509836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2509936.500000 Penalty: 4927.657227
	Iteration 18Q: 3 clusters Score -2509936 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2510038.250000 Penalty: 4927.657227
	Iteration 19Q: 3 clusters Score -2510038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2510096.250000 Penalty: 4927.657227
	Iteration 20F: 3 clusters Score -2510096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2510137.000000 Penalty: 4927.657227
	Iteration 21Q: 3 clusters Score -2510137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2510168.250000 Penalty: 4927.657227
	Iteration 22Q: 3 clusters Score -2510168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2510202.250000 Penalty: 4927.657227
	Iteration 23Q: 3 clusters Score -2510202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2510231.000000 Penalty: 4927.657227
	Iteration 24Q: 3 clusters Score -2510231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2510250.750000 Penalty: 4927.657227
	Iteration 25Q: 3 clusters Score -2510251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2510269.000000 Penalty: 4927.657227
	Iteration 26Q: 3 clusters Score -2510269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2510287.500000 Penalty: 4927.657227
	Iteration 27Q: 3 clusters Score -2510288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2510300.500000 Penalty: 4927.657227
	Iteration 28Q: 3 clusters Score -2510300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2510308.000000 Penalty: 4927.657227
	Iteration 29Q: 3 clusters Score -2510308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2510308.750000 Penalty: 4927.657227
	Iteration 30Q: 3 clusters Score -2510309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2510320.250000 Penalty: 4927.657227
	Iteration 31Q: 3 clusters Score -2510320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2510327.250000 Penalty: 4927.657227
	Iteration 32Q: 3 clusters Score -2510327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2510332.000000 Penalty: 4927.657227
	Iteration 33Q: 3 clusters Score -2510332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2510333.500000 Penalty: 4927.657227
	Iteration 34Q: 3 clusters Score -2510334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2510343.250000 Penalty: 4927.657227
	Iteration 35Q: 3 clusters Score -2510343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2510349.500000 Penalty: 4927.657227
	Iteration 36Q: 3 clusters Score -2510350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2510353.750000 Penalty: 4927.657227
	Iteration 37Q: 3 clusters Score -2510354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2510350.750000 Penalty: 4927.657227
	Iteration 38Q: 3 clusters Score -2510351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2510349.750000 Penalty: 4927.657227
	Iteration 39Q: 3 clusters Score -2510350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2510356.750000 Penalty: 4927.657227
	Iteration 40F: 3 clusters Score -2510357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2510354.750000 Penalty: 4927.657227
	Iteration 41Q: 3 clusters Score -2510355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2510358.250000 Penalty: 4927.657227
	Iteration 42Q: 3 clusters Score -2510358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2510362.000000 Penalty: 4927.657227
	Iteration 43Q: 3 clusters Score -2510362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2510361.000000 Penalty: 4927.657227
	Iteration 44Q: 3 clusters Score -2510361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2510358.000000 Penalty: 4927.657227
	Iteration 45Q: 3 clusters Score -2510358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2510357.250000 Penalty: 4927.657227
	Iteration 46Q: 3 clusters Score -2510357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2510355.250000 Penalty: 4927.657227
	Iteration 47Q: 3 clusters Score -2510355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2510357.000000 Penalty: 4927.657227
	Iteration 48Q: 3 clusters Score -2510357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2510361.750000 Penalty: 4927.657227
	Iteration 49Q: 3 clusters Score -2510362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2510361.750000 Penalty: 4927.657227
	Iteration 50F: 3 clusters Score -2510362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Entering Unmasked Estep 
Score: -3643752.250000 Penalty: 2548.152832
	Iteration 0F: 2 clusters Score -3643752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3623870.000000 Penalty: 5096.305664
	Iteration 0F: 3 clusters Score -3623870 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3631100.750000 Penalty: 5096.305664
	Iteration 1F: 3 clusters Score -3631101 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3631779.000000 Penalty: 5096.305664
	Iteration 2F: 3 clusters Score -3631779 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3632501.500000 Penalty: 5096.305664
	Iteration 3F: 3 clusters Score -3632502 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3633262.500000 Penalty: 5096.305664
	Iteration 4F: 3 clusters Score -3633262 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3634095.750000 Penalty: 5096.305664
	Iteration 5F: 3 clusters Score -3634096 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3635079.500000 Penalty: 5096.305664
	Iteration 6F: 3 clusters Score -3635080 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3636183.250000 Penalty: 5096.305664
	Iteration 7F: 3 clusters Score -3636183 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3637487.000000 Penalty: 5096.305664
	Iteration 8F: 3 clusters Score -3637487 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3638626.250000 Penalty: 5096.305664
	Iteration 9Q: 3 clusters Score -3638626 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3639493.750000 Penalty: 5096.305664
	Iteration 10Q: 3 clusters Score -3639494 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3640021.250000 Penalty: 5096.305664
	Iteration 11Q: 3 clusters Score -3640021 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3640356.750000 Penalty: 5096.305664
	Iteration 12Q: 3 clusters Score -3640357 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3640590.750000 Penalty: 5096.305664
	Iteration 13Q: 3 clusters Score -3640591 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3640766.000000 Penalty: 5096.305664
	Iteration 14Q: 3 clusters Score -3640766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3640885.500000 Penalty: 5096.305664
	Iteration 15Q: 3 clusters Score -3640886 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3640972.250000 Penalty: 5096.305664
	Iteration 16Q: 3 clusters Score -3640972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3641058.750000 Penalty: 5096.305664
	Iteration 17Q: 3 clusters Score -3641059 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3641125.750000 Penalty: 5096.305664
	Iteration 18Q: 3 clusters Score -3641126 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3641198.500000 Penalty: 5096.305664
	Iteration 19Q: 3 clusters Score -3641198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3641267.750000 Penalty: 5096.305664
	Iteration 20F: 3 clusters Score -3641268 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3641304.500000 Penalty: 5096.305664
	Iteration 21Q: 3 clusters Score -3641304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3641351.250000 Penalty: 5096.305664
	Iteration 22Q: 3 clusters Score -3641351 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3641377.750000 Penalty: 5096.305664
	Iteration 23Q: 3 clusters Score -3641378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3641426.750000 Penalty: 5096.305664
	Iteration 24Q: 3 clusters Score -3641427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3641473.000000 Penalty: 5096.305664
	Iteration 25Q: 3 clusters Score -3641473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3641491.750000 Penalty: 5096.305664
	Iteration 26Q: 3 clusters Score -3641492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3641525.000000 Penalty: 5096.305664
	Iteration 27Q: 3 clusters Score -3641525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3641541.250000 Penalty: 5096.305664
	Iteration 28Q: 3 clusters Score -3641541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3641568.500000 Penalty: 5096.305664
	Iteration 29Q: 3 clusters Score -3641568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3641579.250000 Penalty: 5096.305664
	Iteration 30Q: 3 clusters Score -3641579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3641593.250000 Penalty: 5096.305664
	Iteration 31Q: 3 clusters Score -3641593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3641616.000000 Penalty: 5096.305664
	Iteration 32Q: 3 clusters Score -3641616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3641633.250000 Penalty: 5096.305664
	Iteration 33Q: 3 clusters Score -3641633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3641651.000000 Penalty: 5096.305664
	Iteration 34Q: 3 clusters Score -3641651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3641658.000000 Penalty: 5096.305664
	Iteration 35Q: 3 clusters Score -3641658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3641667.750000 Penalty: 5096.305664
	Iteration 36Q: 3 clusters Score -3641668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3641688.250000 Penalty: 5096.305664
	Iteration 37Q: 3 clusters Score -3641688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3641708.500000 Penalty: 5096.305664
	Iteration 38Q: 3 clusters Score -3641708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3641714.500000 Penalty: 5096.305664
	Iteration 39Q: 3 clusters Score -3641714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3641716.500000 Penalty: 5096.305664
	Iteration 40F: 3 clusters Score -3641716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3641721.750000 Penalty: 5096.305664
	Iteration 41Q: 3 clusters Score -3641722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3641723.500000 Penalty: 5096.305664
	Iteration 42Q: 3 clusters Score -3641724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3641728.500000 Penalty: 5096.305664
	Iteration 43Q: 3 clusters Score -3641728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3641727.000000 Penalty: 5096.305664
	Iteration 44Q: 3 clusters Score -3641727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3641735.500000 Penalty: 5096.305664
	Iteration 45Q: 3 clusters Score -3641736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3641737.000000 Penalty: 5096.305664
	Iteration 46Q: 3 clusters Score -3641737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3641738.250000 Penalty: 5096.305664
	Iteration 47Q: 3 clusters Score -3641738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3641736.750000 Penalty: 5096.305664
	Iteration 48Q: 3 clusters Score -3641737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3641740.500000 Penalty: 5096.305664
	Iteration 49Q: 3 clusters Score -3641740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3641743.750000 Penalty: 5096.305664
	Iteration 50Q: 3 clusters Score -3641744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3641743.500000 Penalty: 5096.305664
	Iteration 51Q: 3 clusters Score -3641744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3641748.500000 Penalty: 5096.305664
	Iteration 52Q: 3 clusters Score -3641748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3641749.000000 Penalty: 5096.305664
	Iteration 53Q: 3 clusters Score -3641749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3641749.500000 Penalty: 5096.305664
	Iteration 54Q: 3 clusters Score -3641750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3641748.500000 Penalty: 5096.305664
	Iteration 55Q: 3 clusters Score -3641748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3641748.750000 Penalty: 5096.305664
	Iteration 56Q: 3 clusters Score -3641749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3641749.250000 Penalty: 5096.305664
	Iteration 57Q: 3 clusters Score -3641749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3641749.250000 Penalty: 5096.305664
	Iteration 58F: 3 clusters Score -3641749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 130178 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 238959 members 
Mstep: Class 7 contains 150741 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 121781 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 102697 members 
Mstep: Class 22 contains 20636 members 
Mstep: Class 23 contains 28993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181044304.000000 Penalty: 101805.671875
Iteration 39Q: 30 clusters Score -1.810443e+08 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204818 members 
Mstep: Class 2 contains 20914 members 
Mstep: Class 3 contains 138085 members 
Mstep: Class 4 contains 130480 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 239352 members 
Mstep: Class 7 contains 150750 members 
Mstep: Class 8 contains 42483 members 
Mstep: Class 9 contains 9919 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 72356 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 122654 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 12785 members 
Mstep: Class 21 contains 103913 members 
Mstep: Class 22 contains 20156 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 8112 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 15606 members 
Mstep: Class 27 contains 7133 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181055264.000000 Penalty: 101805.671875
Iteration 40F: 30 clusters Score -1.810553e+08 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204759 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 130013 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 239408 members 
Mstep: Class 7 contains 150313 members 
Mstep: Class 8 contains 41001 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 15441 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 71328 members 
Mstep: Class 14 contains 8920 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 13422 members 
Mstep: Class 17 contains 12682 members 
Mstep: Class 18 contains 121824 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 21 contains 104927 members 
Mstep: Class 22 contains 19548 members 
Mstep: Class 23 contains 28588 members 
Mstep: Class 24 contains 9431 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15958 members 
Mstep: Class 27 contains 7327 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181061312.000000 Penalty: 101805.671875
Iteration 41Q: 30 clusters Score -1.810613e+08 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 204939 members 
Mstep: Class 2 contains 20261 members 
Mstep: Class 3 contains 137854 members 
Mstep: Class 4 contains 129475 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 239472 members 
Mstep: Class 7 contains 150113 members 
Mstep: Class 8 contains 39869 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 15354 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 70350 members 
Mstep: Class 14 contains 8916 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 12677 members 
Mstep: Class 18 contains 121231 members 
Mstep: Class 19 contains 2333 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 105870 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 28390 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16078 members 
Mstep: Class 27 contains 7588 members 
Mstep: Class 28 contains 4506 members 
Mstep: Class 29 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065024.000000 Penalty: 101805.671875
Iteration 42Q: 30 clusters Score -1.81065e+08 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 205217 members 
Mstep: Class 2 contains 20042 members 
Mstep: Class 3 contains 137769 members 
Mstep: Class 4 contains 128913 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 239430 members 
Mstep: Class 7 contains 149969 members 
Mstep: Class 8 contains 38876 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 15287 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 69429 members 
Mstep: Class 14 contains 8917 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 120724 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 20 contains 13897 members 
Mstep: Class 21 contains 106647 members 
Mstep: Class 22 contains 18576 members 
Mstep: Class 23 contains 28256 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16099 members 
Mstep: Class 27 contains 7858 members 
Mstep: Class 28 contains 4769 members 
Mstep: Class 29 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067040.000000 Penalty: 101805.671875
Iteration 43Q: 30 clusters Score -1.81067e+08 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 205561 members 
Mstep: Class 2 contains 19888 members 
Mstep: Class 3 contains 137626 members 
Mstep: Class 4 contains 128300 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 239276 members 
Mstep: Class 7 contains 149867 members 
Mstep: Class 8 contains 38050 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 68619 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 13545 members 
Mstep: Class 17 contains 12831 members 
Mstep: Class 18 contains 120330 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 14069 members 
Mstep: Class 21 contains 107337 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 28139 members 
Mstep: Class 24 contains 11879 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 8115 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068576.000000 Penalty: 101805.671875
Iteration 44Q: 30 clusters Score -1.810686e+08 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 205961 members 
Mstep: Class 2 contains 19831 members 
Mstep: Class 3 contains 137467 members 
Mstep: Class 4 contains 127679 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 239132 members 
Mstep: Class 7 contains 149811 members 
Mstep: Class 8 contains 37268 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 15181 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 67933 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 12941 members 
Mstep: Class 18 contains 119963 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 14200 members 
Mstep: Class 21 contains 107858 members 
Mstep: Class 22 contains 17798 members 
Mstep: Class 23 contains 28024 members 
Mstep: Class 24 contains 12556 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16160 members 
Mstep: Class 27 contains 8353 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181070992.000000 Penalty: 101805.671875
Iteration 45Q: 30 clusters Score -1.81071e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 206387 members 
Mstep: Class 2 contains 19780 members 
Mstep: Class 3 contains 137305 members 
Mstep: Class 4 contains 127043 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 239053 members 
Mstep: Class 7 contains 149777 members 
Mstep: Class 8 contains 36581 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 15133 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 67289 members 
Mstep: Class 14 contains 8910 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 13046 members 
Mstep: Class 18 contains 119645 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 108285 members 
Mstep: Class 22 contains 17487 members 
Mstep: Class 23 contains 27935 members 
Mstep: Class 24 contains 13137 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16147 members 
Mstep: Class 27 contains 8586 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 6936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181072544.000000 Penalty: 101805.671875
Iteration 46Q: 30 clusters Score -1.810725e+08 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 206853 members 
Mstep: Class 2 contains 19745 members 
Mstep: Class 3 contains 137162 members 
Mstep: Class 4 contains 126479 members 
Mstep: Class 5 contains 9450 members 
Mstep: Class 6 contains 239009 members 
Mstep: Class 7 contains 149782 members 
Mstep: Class 8 contains 35899 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 15085 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 66677 members 
Mstep: Class 14 contains 8910 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 13628 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 119245 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 14407 members 
Mstep: Class 21 contains 108638 members 
Mstep: Class 22 contains 17183 members 
Mstep: Class 23 contains 27842 members 
Mstep: Class 24 contains 13669 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16126 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 5475 members 
Mstep: Class 29 contains 6977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073056.000000 Penalty: 101805.671875
Iteration 47Q: 30 clusters Score -1.810731e+08 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 19672 members 
Mstep: Class 3 contains 137038 members 
Mstep: Class 4 contains 125919 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 238965 members 
Mstep: Class 7 contains 149837 members 
Mstep: Class 8 contains 35259 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 15050 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 66110 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 13643 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 118886 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 108969 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 27735 members 
Mstep: Class 24 contains 14116 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 9077 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181073664.000000 Penalty: 101805.671875
Iteration 48Q: 30 clusters Score -1.810737e+08 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 207936 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 136915 members 
Mstep: Class 4 contains 125423 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 238873 members 
Mstep: Class 7 contains 149916 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 65561 members 
Mstep: Class 14 contains 8909 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 13449 members 
Mstep: Class 18 contains 118481 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 109263 members 
Mstep: Class 22 contains 16678 members 
Mstep: Class 23 contains 27629 members 
Mstep: Class 24 contains 14516 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 9320 members 
Mstep: Class 28 contains 5730 members 
Mstep: Class 29 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181074736.000000 Penalty: 101805.671875
Iteration 49Q: 30 clusters Score -1.810747e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 208477 members 
Mstep: Class 2 contains 19536 members 
Mstep: Class 3 contains 136802 members 
Mstep: Class 4 contains 124987 members 
Mstep: Class 5 contains 10979 members 
Mstep: Class 6 contains 238730 members 
Mstep: Class 7 contains 150028 members 
Mstep: Class 8 contains 34233 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 14975 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 65067 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 4116 members 
Mstep: Class 16 contains 13651 members 
Mstep: Class 17 contains 13594 members 
Mstep: Class 18 contains 118108 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 109537 members 
Mstep: Class 22 contains 16455 members 
Mstep: Class 23 contains 27482 members 
Mstep: Class 24 contains 14884 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16055 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181075152.000000 Penalty: 101805.671875
Iteration 50Q: 30 clusters Score -1.810752e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 209028 members 
Mstep: Class 2 contains 19450 members 
Mstep: Class 3 contains 136719 members 
Mstep: Class 4 contains 124560 members 
Mstep: Class 5 contains 11371 members 
Mstep: Class 6 contains 238599 members 
Mstep: Class 7 contains 150123 members 
Mstep: Class 8 contains 33817 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 14961 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 64628 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 4185 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 117765 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 109754 members 
Mstep: Class 22 contains 16275 members 
Mstep: Class 23 contains 27342 members 
Mstep: Class 24 contains 15220 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16058 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076528.000000 Penalty: 101805.671875
Iteration 51Q: 30 clusters Score -1.810765e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 209619 members 
Mstep: Class 2 contains 19401 members 
Mstep: Class 3 contains 136607 members 
Mstep: Class 4 contains 124159 members 
Mstep: Class 5 contains 11686 members 
Mstep: Class 6 contains 238462 members 
Mstep: Class 7 contains 150227 members 
Mstep: Class 8 contains 33490 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 64204 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 16 contains 13661 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 117375 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 109957 members 
Mstep: Class 22 contains 16104 members 
Mstep: Class 23 contains 27207 members 
Mstep: Class 24 contains 15528 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16056 members 
Mstep: Class 27 contains 10023 members 
Mstep: Class 28 contains 6007 members 
Mstep: Class 29 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076752.000000 Penalty: 101805.671875
Iteration 52Q: 30 clusters Score -1.810768e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210235 members 
Mstep: Class 2 contains 19340 members 
Mstep: Class 3 contains 136522 members 
Mstep: Class 4 contains 123751 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 238328 members 
Mstep: Class 7 contains 150316 members 
Mstep: Class 8 contains 33202 members 
Mstep: Class 9 contains 8384 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 14952 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 63828 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 14004 members 
Mstep: Class 18 contains 117010 members 
Mstep: Class 19 contains 3070 members 
Mstep: Class 20 contains 14843 members 
Mstep: Class 21 contains 110112 members 
Mstep: Class 22 contains 15952 members 
Mstep: Class 23 contains 27109 members 
Mstep: Class 24 contains 15815 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16037 members 
Mstep: Class 27 contains 10224 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181077840.000000 Penalty: 101805.671875
Iteration 53Q: 30 clusters Score -1.810778e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210811 members 
Mstep: Class 2 contains 19257 members 
Mstep: Class 3 contains 136447 members 
Mstep: Class 4 contains 123345 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 238167 members 
Mstep: Class 7 contains 150433 members 
Mstep: Class 8 contains 32942 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 63459 members 
Mstep: Class 14 contains 8903 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 14117 members 
Mstep: Class 18 contains 116720 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 14884 members 
Mstep: Class 21 contains 110271 members 
Mstep: Class 22 contains 15820 members 
Mstep: Class 23 contains 27009 members 
Mstep: Class 24 contains 16080 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16025 members 
Mstep: Class 27 contains 10447 members 
Mstep: Class 28 contains 6100 members 
Mstep: Class 29 contains 7088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078384.000000 Penalty: 101805.671875
Iteration 54Q: 30 clusters Score -1.810784e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211402 members 
Mstep: Class 2 contains 19157 members 
Mstep: Class 3 contains 136385 members 
Mstep: Class 4 contains 122996 members 
Mstep: Class 5 contains 12455 members 
Mstep: Class 6 contains 238019 members 
Mstep: Class 7 contains 150542 members 
Mstep: Class 8 contains 32705 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 63124 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 13692 members 
Mstep: Class 17 contains 14232 members 
Mstep: Class 18 contains 116407 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 110412 members 
Mstep: Class 22 contains 15694 members 
Mstep: Class 23 contains 26866 members 
Mstep: Class 24 contains 16313 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16017 members 
Mstep: Class 27 contains 10696 members 
Mstep: Class 28 contains 6149 members 
Mstep: Class 29 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181078976.000000 Penalty: 101805.671875
Iteration 55Q: 30 clusters Score -1.81079e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 212033 members 
Mstep: Class 2 contains 19056 members 
Mstep: Class 3 contains 136336 members 
Mstep: Class 4 contains 122645 members 
Mstep: Class 5 contains 12631 members 
Mstep: Class 6 contains 237910 members 
Mstep: Class 7 contains 150639 members 
Mstep: Class 8 contains 32503 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 14961 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 62806 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 14346 members 
Mstep: Class 18 contains 116071 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 110543 members 
Mstep: Class 22 contains 15570 members 
Mstep: Class 23 contains 26735 members 
Mstep: Class 24 contains 16547 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16014 members 
Mstep: Class 27 contains 10931 members 
Mstep: Class 28 contains 6181 members 
Mstep: Class 29 contains 7102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181079920.000000 Penalty: 101805.671875
Iteration 56Q: 30 clusters Score -1.810799e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 212657 members 
Mstep: Class 2 contains 18979 members 
Mstep: Class 3 contains 136276 members 
Mstep: Class 4 contains 122271 members 
Mstep: Class 5 contains 12770 members 
Mstep: Class 6 contains 237798 members 
Mstep: Class 7 contains 150762 members 
Mstep: Class 8 contains 32301 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 62507 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 13710 members 
Mstep: Class 17 contains 14479 members 
Mstep: Class 18 contains 115792 members 
Mstep: Class 19 contains 3117 members 
Mstep: Class 20 contains 14967 members 
Mstep: Class 21 contains 110660 members 
Mstep: Class 22 contains 15456 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 16748 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16007 members 
Mstep: Class 27 contains 11192 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 7110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080512.000000 Penalty: 101805.671875
Iteration 57Q: 30 clusters Score -1.810805e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 213244 members 
Mstep: Class 2 contains 18897 members 
Mstep: Class 3 contains 136216 members 
Mstep: Class 4 contains 121936 members 
Mstep: Class 5 contains 12878 members 
Mstep: Class 6 contains 237731 members 
Mstep: Class 7 contains 150904 members 
Mstep: Class 8 contains 32134 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 14960 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 62224 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 13720 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 115494 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 14993 members 
Mstep: Class 21 contains 110771 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 26382 members 
Mstep: Class 24 contains 16914 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16002 members 
Mstep: Class 27 contains 11442 members 
Mstep: Class 28 contains 6212 members 
Mstep: Class 29 contains 7114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080704.000000 Penalty: 101805.671875
Iteration 58Q: 30 clusters Score -1.810807e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 213810 members 
Mstep: Class 2 contains 18805 members 
Mstep: Class 3 contains 136154 members 
Mstep: Class 4 contains 121633 members 
Mstep: Class 5 contains 12966 members 
Mstep: Class 6 contains 237683 members 
Mstep: Class 7 contains 151043 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 14955 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 61983 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 13733 members 
Mstep: Class 17 contains 14780 members 
Mstep: Class 18 contains 115167 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 15017 members 
Mstep: Class 21 contains 110847 members 
Mstep: Class 22 contains 15280 members 
Mstep: Class 23 contains 26192 members 
Mstep: Class 24 contains 17084 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15989 members 
Mstep: Class 27 contains 11685 members 
Mstep: Class 28 contains 6211 members 
Mstep: Class 29 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181080896.000000 Penalty: 101805.671875
Iteration 59Q: 30 clusters Score -1.810809e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 214419 members 
Mstep: Class 2 contains 18719 members 
Mstep: Class 3 contains 136096 members 
Mstep: Class 4 contains 121336 members 
Mstep: Class 5 contains 13055 members 
Mstep: Class 6 contains 237636 members 
Mstep: Class 7 contains 151169 members 
Mstep: Class 8 contains 31867 members 
Mstep: Class 9 contains 8300 members 
Mstep: Class 10 contains 7312 members 
Mstep: Class 11 contains 14943 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 61741 members 
Mstep: Class 14 contains 8897 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 13742 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 114795 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 15042 members 
Mstep: Class 21 contains 110895 members 
Mstep: Class 22 contains 15192 members 
Mstep: Class 23 contains 26020 members 
Mstep: Class 24 contains 17234 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15980 members 
Mstep: Class 27 contains 11953 members 
Mstep: Class 28 contains 6217 members 
Mstep: Class 29 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081632.000000 Penalty: 101805.671875
Iteration 60F: 30 clusters Score -1.810816e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215111 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 136008 members 
Mstep: Class 4 contains 121031 members 
Mstep: Class 5 contains 13191 members 
Mstep: Class 6 contains 237547 members 
Mstep: Class 7 contains 151303 members 
Mstep: Class 8 contains 31765 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 14937 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 61524 members 
Mstep: Class 14 contains 8896 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 13751 members 
Mstep: Class 17 contains 15079 members 
Mstep: Class 18 contains 114339 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 15060 members 
Mstep: Class 21 contains 110911 members 
Mstep: Class 22 contains 15103 members 
Mstep: Class 23 contains 25858 members 
Mstep: Class 24 contains 17398 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15980 members 
Mstep: Class 27 contains 12191 members 
Mstep: Class 28 contains 6234 members 
Mstep: Class 29 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081344.000000 Penalty: 101805.671875
Iteration 61Q: 30 clusters Score -1.810813e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215778 members 
Mstep: Class 2 contains 18548 members 
Mstep: Class 3 contains 135887 members 
Mstep: Class 4 contains 120715 members 
Mstep: Class 5 contains 13328 members 
Mstep: Class 6 contains 237437 members 
Mstep: Class 7 contains 151454 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 8264 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 61321 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 13750 members 
Mstep: Class 17 contains 15216 members 
Mstep: Class 18 contains 113930 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 15069 members 
Mstep: Class 21 contains 110924 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 25687 members 
Mstep: Class 24 contains 17544 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15982 members 
Mstep: Class 27 contains 12450 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081744.000000 Penalty: 101805.671875
Iteration 62Q: 30 clusters Score -1.810817e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216503 members 
Mstep: Class 2 contains 18505 members 
Mstep: Class 3 contains 135754 members 
Mstep: Class 4 contains 120402 members 
Mstep: Class 5 contains 13425 members 
Mstep: Class 6 contains 237347 members 
Mstep: Class 7 contains 151581 members 
Mstep: Class 8 contains 31609 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 14937 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 61123 members 
Mstep: Class 14 contains 8900 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 13756 members 
Mstep: Class 17 contains 15371 members 
Mstep: Class 18 contains 113493 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 110938 members 
Mstep: Class 22 contains 14946 members 
Mstep: Class 23 contains 25519 members 
Mstep: Class 24 contains 17672 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15983 members 
Mstep: Class 27 contains 12704 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 7140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081504.000000 Penalty: 101805.671875
Iteration 63Q: 30 clusters Score -1.810815e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217206 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 3 contains 135619 members 
Mstep: Class 4 contains 120096 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 237217 members 
Mstep: Class 7 contains 151670 members 
Mstep: Class 8 contains 31535 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 14933 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 60934 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 13760 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 113152 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 15088 members 
Mstep: Class 21 contains 110951 members 
Mstep: Class 22 contains 14869 members 
Mstep: Class 23 contains 25359 members 
Mstep: Class 24 contains 17803 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15988 members 
Mstep: Class 27 contains 12944 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081344.000000 Penalty: 101805.671875
Iteration 64Q: 30 clusters Score -1.810813e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217906 members 
Mstep: Class 2 contains 18419 members 
Mstep: Class 3 contains 135461 members 
Mstep: Class 4 contains 119802 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 237110 members 
Mstep: Class 7 contains 151746 members 
Mstep: Class 8 contains 31454 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 14934 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 60753 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 112797 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 15098 members 
Mstep: Class 21 contains 110963 members 
Mstep: Class 22 contains 14809 members 
Mstep: Class 23 contains 25188 members 
Mstep: Class 24 contains 17943 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 13188 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 7146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181082288.000000 Penalty: 101805.671875
Iteration 65Q: 30 clusters Score -1.810823e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218578 members 
Mstep: Class 2 contains 18372 members 
Mstep: Class 3 contains 135308 members 
Mstep: Class 4 contains 119520 members 
Mstep: Class 5 contains 13671 members 
Mstep: Class 6 contains 236992 members 
Mstep: Class 7 contains 151851 members 
Mstep: Class 8 contains 31385 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 14936 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 60584 members 
Mstep: Class 14 contains 8899 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 13761 members 
Mstep: Class 17 contains 15803 members 
Mstep: Class 18 contains 112516 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 15119 members 
Mstep: Class 21 contains 110978 members 
Mstep: Class 22 contains 14727 members 
Mstep: Class 23 contains 25023 members 
Mstep: Class 24 contains 18078 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16007 members 
Mstep: Class 27 contains 13391 members 
Mstep: Class 28 contains 6242 members 
Mstep: Class 29 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181082272.000000 Penalty: 101805.671875
Iteration 66Q: 30 clusters Score -1.810823e+08 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219266 members 
Mstep: Class 2 contains 18316 members 
Mstep: Class 3 contains 135147 members 
Mstep: Class 4 contains 119220 members 
Mstep: Class 5 contains 13735 members 
Mstep: Class 6 contains 236906 members 
Mstep: Class 7 contains 151929 members 
Mstep: Class 8 contains 31318 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 7447 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 60415 members 
Mstep: Class 14 contains 8900 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 112226 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 15136 members 
Mstep: Class 21 contains 110990 members 
Mstep: Class 22 contains 14666 members 
Mstep: Class 23 contains 24859 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16014 members 
Mstep: Class 27 contains 13602 members 
Mstep: Class 28 contains 6233 members 
Mstep: Class 29 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083296.000000 Penalty: 101805.671875
Iteration 67Q: 30 clusters Score -1.810833e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219923 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 134988 members 
Mstep: Class 4 contains 118903 members 
Mstep: Class 5 contains 13786 members 
Mstep: Class 6 contains 236849 members 
Mstep: Class 7 contains 152060 members 
Mstep: Class 8 contains 31253 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 10 contains 7474 members 
Mstep: Class 11 contains 14915 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 60245 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 13767 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 18 contains 111997 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 15144 members 
Mstep: Class 21 contains 111000 members 
Mstep: Class 22 contains 14601 members 
Mstep: Class 23 contains 24675 members 
Mstep: Class 24 contains 18328 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16022 members 
Mstep: Class 27 contains 13808 members 
Mstep: Class 28 contains 6230 members 
Mstep: Class 29 contains 7149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083680.000000 Penalty: 101805.671875
Iteration 68Q: 30 clusters Score -1.810837e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220525 members 
Mstep: Class 2 contains 18197 members 
Mstep: Class 3 contains 134848 members 
Mstep: Class 4 contains 118631 members 
Mstep: Class 5 contains 13841 members 
Mstep: Class 6 contains 236802 members 
Mstep: Class 7 contains 152158 members 
Mstep: Class 8 contains 31186 members 
Mstep: Class 9 contains 8160 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 14910 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 60043 members 
Mstep: Class 14 contains 8910 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 13773 members 
Mstep: Class 17 contains 16199 members 
Mstep: Class 18 contains 111801 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 15149 members 
Mstep: Class 21 contains 111021 members 
Mstep: Class 22 contains 14523 members 
Mstep: Class 23 contains 24494 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16022 members 
Mstep: Class 27 contains 14021 members 
Mstep: Class 28 contains 6218 members 
Mstep: Class 29 contains 7149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085008.000000 Penalty: 101805.671875
Iteration 69Q: 30 clusters Score -1.81085e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221116 members 
Mstep: Class 2 contains 18190 members 
Mstep: Class 3 contains 134695 members 
Mstep: Class 4 contains 118353 members 
Mstep: Class 5 contains 13895 members 
Mstep: Class 6 contains 236733 members 
Mstep: Class 7 contains 152265 members 
Mstep: Class 8 contains 31126 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 14903 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 59855 members 
Mstep: Class 14 contains 8912 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 13776 members 
Mstep: Class 17 contains 16324 members 
Mstep: Class 18 contains 111614 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 15156 members 
Mstep: Class 21 contains 111046 members 
Mstep: Class 22 contains 14462 members 
Mstep: Class 23 contains 24313 members 
Mstep: Class 24 contains 18526 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16029 members 
Mstep: Class 27 contains 14208 members 
Mstep: Class 28 contains 6218 members 
Mstep: Class 29 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085392.000000 Penalty: 101805.671875
Iteration 70Q: 30 clusters Score -1.810854e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221712 members 
Mstep: Class 2 contains 18192 members 
Mstep: Class 3 contains 134513 members 
Mstep: Class 4 contains 118049 members 
Mstep: Class 5 contains 13958 members 
Mstep: Class 6 contains 236656 members 
Mstep: Class 7 contains 152362 members 
Mstep: Class 8 contains 31078 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 14894 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 59669 members 
Mstep: Class 14 contains 8911 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 16440 members 
Mstep: Class 18 contains 111454 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 15172 members 
Mstep: Class 21 contains 111066 members 
Mstep: Class 22 contains 14400 members 
Mstep: Class 23 contains 24135 members 
Mstep: Class 24 contains 18626 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16038 members 
Mstep: Class 27 contains 14413 members 
Mstep: Class 28 contains 6207 members 
Mstep: Class 29 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085776.000000 Penalty: 101805.671875
Iteration 71Q: 30 clusters Score -1.810858e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222280 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 134326 members 
Mstep: Class 4 contains 117779 members 
Mstep: Class 5 contains 14004 members 
Mstep: Class 6 contains 236602 members 
Mstep: Class 7 contains 152454 members 
Mstep: Class 8 contains 31033 members 
Mstep: Class 9 contains 8097 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 14882 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 59474 members 
Mstep: Class 14 contains 8909 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 16566 members 
Mstep: Class 18 contains 111256 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 15182 members 
Mstep: Class 21 contains 111082 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 23 contains 23938 members 
Mstep: Class 24 contains 18731 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16046 members 
Mstep: Class 27 contains 14597 members 
Mstep: Class 28 contains 6213 members 
Mstep: Class 29 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086080.000000 Penalty: 101805.671875
Iteration 72Q: 30 clusters Score -1.810861e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222853 members 
Mstep: Class 2 contains 18328 members 
Mstep: Class 3 contains 134143 members 
Mstep: Class 4 contains 117498 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 236534 members 
Mstep: Class 7 contains 152548 members 
Mstep: Class 8 contains 30991 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 7535 members 
Mstep: Class 11 contains 14888 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 59288 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 16690 members 
Mstep: Class 18 contains 111009 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 15197 members 
Mstep: Class 21 contains 111098 members 
Mstep: Class 22 contains 14308 members 
Mstep: Class 23 contains 23745 members 
Mstep: Class 24 contains 18820 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 14806 members 
Mstep: Class 28 contains 6202 members 
Mstep: Class 29 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086080.000000 Penalty: 101805.671875
Iteration 73Q: 30 clusters Score -1.810861e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223373 members 
Mstep: Class 2 contains 18366 members 
Mstep: Class 3 contains 133994 members 
Mstep: Class 4 contains 117248 members 
Mstep: Class 5 contains 14081 members 
Mstep: Class 6 contains 236478 members 
Mstep: Class 7 contains 152651 members 
Mstep: Class 8 contains 30947 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 14898 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 59118 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 13786 members 
Mstep: Class 17 contains 16796 members 
Mstep: Class 18 contains 110802 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 15201 members 
Mstep: Class 21 contains 111136 members 
Mstep: Class 22 contains 14260 members 
Mstep: Class 23 contains 23549 members 
Mstep: Class 24 contains 18908 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16076 members 
Mstep: Class 27 contains 15003 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086672.000000 Penalty: 101805.671875
Iteration 74Q: 30 clusters Score -1.810867e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223885 members 
Mstep: Class 2 contains 18377 members 
Mstep: Class 3 contains 133846 members 
Mstep: Class 4 contains 116988 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 236393 members 
Mstep: Class 7 contains 152756 members 
Mstep: Class 8 contains 30909 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 14904 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 58953 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 16908 members 
Mstep: Class 18 contains 110600 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 15216 members 
Mstep: Class 21 contains 111152 members 
Mstep: Class 22 contains 14198 members 
Mstep: Class 23 contains 23382 members 
Mstep: Class 24 contains 19011 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16086 members 
Mstep: Class 27 contains 15200 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086720.000000 Penalty: 101805.671875
Iteration 75Q: 30 clusters Score -1.810867e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224308 members 
Mstep: Class 2 contains 18399 members 
Mstep: Class 3 contains 133712 members 
Mstep: Class 4 contains 116779 members 
Mstep: Class 5 contains 14174 members 
Mstep: Class 6 contains 236298 members 
Mstep: Class 7 contains 152879 members 
Mstep: Class 8 contains 30880 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 14922 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 58793 members 
Mstep: Class 14 contains 8914 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 13795 members 
Mstep: Class 17 contains 17028 members 
Mstep: Class 18 contains 110355 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 15222 members 
Mstep: Class 21 contains 111186 members 
Mstep: Class 22 contains 14145 members 
Mstep: Class 23 contains 23218 members 
Mstep: Class 24 contains 19112 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16088 members 
Mstep: Class 27 contains 15395 members 
Mstep: Class 28 contains 6182 members 
Mstep: Class 29 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086896.000000 Penalty: 101805.671875
Iteration 76Q: 30 clusters Score -1.810869e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224683 members 
Mstep: Class 2 contains 18422 members 
Mstep: Class 3 contains 133614 members 
Mstep: Class 4 contains 116616 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 6 contains 236198 members 
Mstep: Class 7 contains 152986 members 
Mstep: Class 8 contains 30858 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 17155 members 
Mstep: Class 18 contains 110134 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 15218 members 
Mstep: Class 21 contains 111217 members 
Mstep: Class 22 contains 14089 members 
Mstep: Class 23 contains 23058 members 
Mstep: Class 24 contains 19229 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16086 members 
Mstep: Class 27 contains 15573 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 7155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086832.000000 Penalty: 101805.671875
Iteration 77Q: 30 clusters Score -1.810868e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224959 members 
Mstep: Class 2 contains 18473 members 
Mstep: Class 3 contains 133517 members 
Mstep: Class 4 contains 116525 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 236105 members 
Mstep: Class 7 contains 153075 members 
Mstep: Class 8 contains 30836 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 14946 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 58428 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 13801 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 109965 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 111234 members 
Mstep: Class 22 contains 14035 members 
Mstep: Class 23 contains 22911 members 
Mstep: Class 24 contains 19320 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16099 members 
Mstep: Class 27 contains 15726 members 
Mstep: Class 28 contains 6165 members 
Mstep: Class 29 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181086800.000000 Penalty: 101805.671875
Iteration 78Q: 30 clusters Score -1.810868e+08 nChanged 2307
Entering ConstructFrom: 
Score: -181086800.000000 Penalty: 101805.671875
Entering ConstructFrom: 
Trying to split cluster 1 (225233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225233 members 
Entering Unmasked Estep 
Score: -30203398.000000 Penalty: 3056.572998
	Iteration 0F: 2 clusters Score -3.02034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -30083936.000000 Penalty: 6113.145996
	Iteration 0F: 3 clusters Score -3.008394e+07 nChanged 108391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -30147744.000000 Penalty: 6113.145996
	Iteration 1F: 3 clusters Score -3.014774e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -30149246.000000 Penalty: 6113.145996
	Iteration 2Q: 3 clusters Score -3.014925e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -30151704.000000 Penalty: 6113.145996
	Iteration 3Q: 3 clusters Score -3.01517e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -30154796.000000 Penalty: 6113.145996
	Iteration 4F: 3 clusters Score -3.01548e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -30159602.000000 Penalty: 6113.145996
	Iteration 5F: 3 clusters Score -3.01596e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169779 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -30166422.000000 Penalty: 6113.145996
	Iteration 6F: 3 clusters Score -3.016642e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179769 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -30173600.000000 Penalty: 6113.145996
	Iteration 7F: 3 clusters Score -3.01736e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185057 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -30179426.000000 Penalty: 6113.145996
	Iteration 8Q: 3 clusters Score -3.017943e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -30183348.000000 Penalty: 6113.145996
	Iteration 9Q: 3 clusters Score -3.018335e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -30185214.000000 Penalty: 6113.145996
	Iteration 10Q: 3 clusters Score -3.018521e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182624 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -30185690.000000 Penalty: 6113.145996
	Iteration 11Q: 3 clusters Score -3.018569e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -30185944.000000 Penalty: 6113.145996
	Iteration 12Q: 3 clusters Score -3.018594e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178573 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -30186188.000000 Penalty: 6113.145996
	Iteration 13Q: 3 clusters Score -3.018619e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -30186532.000000 Penalty: 6113.145996
	Iteration 14Q: 3 clusters Score -3.018653e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174045 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -30186854.000000 Penalty: 6113.145996
	Iteration 15Q: 3 clusters Score -3.018685e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171493 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -30187062.000000 Penalty: 6113.145996
	Iteration 16Q: 3 clusters Score -3.018706e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -30187424.000000 Penalty: 6113.145996
	Iteration 17Q: 3 clusters Score -3.018742e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -30187670.000000 Penalty: 6113.145996
	Iteration 18Q: 3 clusters Score -3.018767e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -30187906.000000 Penalty: 6113.145996
	Iteration 19Q: 3 clusters Score -3.018791e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -30188288.000000 Penalty: 6113.145996
	Iteration 20F: 3 clusters Score -3.018829e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -30188702.000000 Penalty: 6113.145996
	Iteration 21Q: 3 clusters Score -3.01887e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -30189112.000000 Penalty: 6113.145996
	Iteration 22Q: 3 clusters Score -3.018911e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -30189700.000000 Penalty: 6113.145996
	Iteration 23Q: 3 clusters Score -3.01897e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -30190182.000000 Penalty: 6113.145996
	Iteration 24Q: 3 clusters Score -3.019018e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -30190838.000000 Penalty: 6113.145996
	Iteration 25Q: 3 clusters Score -3.019084e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -30191296.000000 Penalty: 6113.145996
	Iteration 26Q: 3 clusters Score -3.01913e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -30191692.000000 Penalty: 6113.145996
	Iteration 27Q: 3 clusters Score -3.019169e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -30192034.000000 Penalty: 6113.145996
	Iteration 28Q: 3 clusters Score -3.019203e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -30191968.000000 Penalty: 6113.145996
	Iteration 29Q: 3 clusters Score -3.019197e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -30192324.000000 Penalty: 6113.145996
	Iteration 30Q: 3 clusters Score -3.019232e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127043 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -30192652.000000 Penalty: 6113.145996
	Iteration 31Q: 3 clusters Score -3.019265e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -30193002.000000 Penalty: 6113.145996
	Iteration 32Q: 3 clusters Score -3.0193e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -30193292.000000 Penalty: 6113.145996
	Iteration 33Q: 3 clusters Score -3.019329e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -30193494.000000 Penalty: 6113.145996
	Iteration 34Q: 3 clusters Score -3.019349e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118976 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -30193730.000000 Penalty: 6113.145996
	Iteration 35Q: 3 clusters Score -3.019373e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -30193854.000000 Penalty: 6113.145996
	Iteration 36Q: 3 clusters Score -3.019385e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -30194020.000000 Penalty: 6113.145996
	Iteration 37Q: 3 clusters Score -3.019402e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114602 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -30194174.000000 Penalty: 6113.145996
	Iteration 38Q: 3 clusters Score -3.019417e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -30194190.000000 Penalty: 6113.145996
	Iteration 39Q: 3 clusters Score -3.019419e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -30194332.000000 Penalty: 6113.145996
	Iteration 40F: 3 clusters Score -3.019433e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 113290 members 
Entering Unmasked Estep 
Score: -30194576.000000 Penalty: 6113.145996
	Iteration 41Q: 3 clusters Score -3.019458e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -30194796.000000 Penalty: 6113.145996
	Iteration 42Q: 3 clusters Score -3.01948e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -30195100.000000 Penalty: 6113.145996
	Iteration 43Q: 3 clusters Score -3.01951e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -30195404.000000 Penalty: 6113.145996
	Iteration 44Q: 3 clusters Score -3.01954e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -30195736.000000 Penalty: 6113.145996
	Iteration 45Q: 3 clusters Score -3.019574e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -30196230.000000 Penalty: 6113.145996
	Iteration 46Q: 3 clusters Score -3.019623e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -30196550.000000 Penalty: 6113.145996
	Iteration 47Q: 3 clusters Score -3.019655e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -30196906.000000 Penalty: 6113.145996
	Iteration 48Q: 3 clusters Score -3.019691e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -30197386.000000 Penalty: 6113.145996
	Iteration 49Q: 3 clusters Score -3.019739e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -30198020.000000 Penalty: 6113.145996
	Iteration 50Q: 3 clusters Score -3.019802e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -30198826.000000 Penalty: 6113.145996
	Iteration 51Q: 3 clusters Score -3.019883e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -30199818.000000 Penalty: 6113.145996
	Iteration 52Q: 3 clusters Score -3.019982e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -30200770.000000 Penalty: 6113.145996
	Iteration 53Q: 3 clusters Score -3.020077e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -30201514.000000 Penalty: 6113.145996
	Iteration 54Q: 3 clusters Score -3.020151e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -30201878.000000 Penalty: 6113.145996
	Iteration 55Q: 3 clusters Score -3.020188e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 181360 members 
Entering Unmasked Estep 
Score: -30201122.000000 Penalty: 6113.145996
	Iteration 56Q: 3 clusters Score -3.020112e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 187390 members 
Entering Unmasked Estep 
Score: -30199916.000000 Penalty: 6113.145996
	Iteration 57Q: 3 clusters Score -3.019992e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 192217 members 
Entering Unmasked Estep 
Score: -30198704.000000 Penalty: 6113.145996
	Iteration 58Q: 3 clusters Score -3.01987e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 196234 members 
Entering Unmasked Estep 
Score: -30197734.000000 Penalty: 6113.145996
	Iteration 59Q: 3 clusters Score -3.019773e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 199646 members 
Entering Unmasked Estep 
Score: -30200926.000000 Penalty: 6113.145996
	Iteration 60F: 3 clusters Score -3.020093e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 205690 members 
Entering Unmasked Estep 
Score: -30201384.000000 Penalty: 6113.145996
	Iteration 61Q: 3 clusters Score -3.020138e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 209631 members 
Entering Unmasked Estep 
Score: -30201332.000000 Penalty: 6113.145996
	Iteration 62Q: 3 clusters Score -3.020133e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -30201008.000000 Penalty: 6113.145996
	Iteration 63Q: 3 clusters Score -3.020101e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 214771 members 
Entering Unmasked Estep 
Score: -30200984.000000 Penalty: 6113.145996
	Iteration 64Q: 3 clusters Score -3.020098e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 216471 members 
Entering Unmasked Estep 
Score: -30200968.000000 Penalty: 6113.145996
	Iteration 65Q: 3 clusters Score -3.020097e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 217788 members 
Entering Unmasked Estep 
Score: -30200932.000000 Penalty: 6113.145996
	Iteration 66Q: 3 clusters Score -3.020093e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 218834 members 
Entering Unmasked Estep 
Score: -30200708.000000 Penalty: 6113.145996
	Iteration 67Q: 3 clusters Score -3.020071e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 219693 members 
Entering Unmasked Estep 
Score: -30200666.000000 Penalty: 6113.145996
	Iteration 68Q: 3 clusters Score -3.020067e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 220391 members 
Entering Unmasked Estep 
Score: -30200678.000000 Penalty: 6113.145996
	Iteration 69Q: 3 clusters Score -3.020068e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -30200648.000000 Penalty: 6113.145996
	Iteration 70Q: 3 clusters Score -3.020065e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 221438 members 
Entering Unmasked Estep 
Score: -30200584.000000 Penalty: 6113.145996
	Iteration 71Q: 3 clusters Score -3.020058e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 221853 members 
Entering Unmasked Estep 
Score: -30200626.000000 Penalty: 6113.145996
	Iteration 72Q: 3 clusters Score -3.020063e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 222193 members 
Entering Unmasked Estep 
Score: -30200612.000000 Penalty: 6113.145996
	Iteration 73Q: 3 clusters Score -3.020061e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 222480 members 
Entering Unmasked Estep 
Score: -30200594.000000 Penalty: 6113.145996
	Iteration 74Q: 3 clusters Score -3.020059e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 222742 members 
Entering Unmasked Estep 
Score: -30200616.000000 Penalty: 6113.145996
	Iteration 75Q: 3 clusters Score -3.020062e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 222964 members 
Entering Unmasked Estep 
Score: -30200644.000000 Penalty: 6113.145996
	Iteration 76Q: 3 clusters Score -3.020064e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 223150 members 
Entering Unmasked Estep 
Score: -30200710.000000 Penalty: 6113.145996
	Iteration 77Q: 3 clusters Score -3.020071e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 223297 members 
Entering Unmasked Estep 
Score: -30200768.000000 Penalty: 6113.145996
	Iteration 78Q: 3 clusters Score -3.020077e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 223425 members 
Entering Unmasked Estep 
Score: -30200768.000000 Penalty: 6113.145996
	Iteration 79Q: 3 clusters Score -3.020077e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 223527 members 
Entering Unmasked Estep 
Score: -30200772.000000 Penalty: 6113.145996
	Iteration 80F: 3 clusters Score -3.020077e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 223613 members 
Entering Unmasked Estep 
Score: -30200798.000000 Penalty: 6113.145996
	Iteration 81Q: 3 clusters Score -3.02008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 223687 members 
Entering Unmasked Estep 
Score: -30200790.000000 Penalty: 6113.145996
	Iteration 82Q: 3 clusters Score -3.020079e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 223759 members 
Entering Unmasked Estep 
Score: -30200782.000000 Penalty: 6113.145996
	Iteration 83Q: 3 clusters Score -3.020078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 223829 members 
Entering Unmasked Estep 
Score: -30200796.000000 Penalty: 6113.145996
	Iteration 84Q: 3 clusters Score -3.02008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 223876 members 
Entering Unmasked Estep 
Score: -30200828.000000 Penalty: 6113.145996
	Iteration 85Q: 3 clusters Score -3.020083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 223920 members 
Entering Unmasked Estep 
Score: -30200868.000000 Penalty: 6113.145996
	Iteration 86Q: 3 clusters Score -3.020087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 223953 members 
Entering Unmasked Estep 
Score: -30200826.000000 Penalty: 6113.145996
	Iteration 87Q: 3 clusters Score -3.020083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 223974 members 
Entering Unmasked Estep 
Score: -30200840.000000 Penalty: 6113.145996
	Iteration 88Q: 3 clusters Score -3.020084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 223992 members 
Entering Unmasked Estep 
Score: -30200836.000000 Penalty: 6113.145996
	Iteration 89Q: 3 clusters Score -3.020084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 224020 members 
Entering Unmasked Estep 
Score: -30200830.000000 Penalty: 6113.145996
	Iteration 90Q: 3 clusters Score -3.020083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -30200830.000000 Penalty: 6113.145996
	Iteration 91Q: 3 clusters Score -3.020083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 224067 members 
Entering Unmasked Estep 
Score: -30200822.000000 Penalty: 6113.145996
	Iteration 92Q: 3 clusters Score -3.020082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 224094 members 
Entering Unmasked Estep 
Score: -30200846.000000 Penalty: 6113.145996
	Iteration 93Q: 3 clusters Score -3.020085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 224108 members 
Entering Unmasked Estep 
Score: -30200860.000000 Penalty: 6113.145996
	Iteration 94Q: 3 clusters Score -3.020086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 224127 members 
Entering Unmasked Estep 
Score: -30200874.000000 Penalty: 6113.145996
	Iteration 95Q: 3 clusters Score -3.020087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 224150 members 
Entering Unmasked Estep 
Score: -30200864.000000 Penalty: 6113.145996
	Iteration 96Q: 3 clusters Score -3.020086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 224179 members 
Entering Unmasked Estep 
Score: -30200898.000000 Penalty: 6113.145996
	Iteration 97Q: 3 clusters Score -3.02009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 224197 members 
Entering Unmasked Estep 
Score: -30200900.000000 Penalty: 6113.145996
	Iteration 98Q: 3 clusters Score -3.02009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 224210 members 
Entering Unmasked Estep 
Score: -30200900.000000 Penalty: 6113.145996
	Iteration 99Q: 3 clusters Score -3.02009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 224223 members 
Entering Unmasked Estep 
Score: -30200934.000000 Penalty: 6113.145996
	Iteration 100F: 3 clusters Score -3.020093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 224231 members 
Entering Unmasked Estep 
Score: -30200950.000000 Penalty: 6113.145996
	Iteration 101Q: 3 clusters Score -3.020095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 224239 members 
Entering Unmasked Estep 
Score: -30200958.000000 Penalty: 6113.145996
	Iteration 102Q: 3 clusters Score -3.020096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 224245 members 
Entering Unmasked Estep 
Score: -30200960.000000 Penalty: 6113.145996
	Iteration 103Q: 3 clusters Score -3.020096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -30200954.000000 Penalty: 6113.145996
	Iteration 104Q: 3 clusters Score -3.020095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -30200966.000000 Penalty: 6113.145996
	Iteration 105Q: 3 clusters Score -3.020097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -30200986.000000 Penalty: 6113.145996
	Iteration 106Q: 3 clusters Score -3.020099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 224249 members 
Entering Unmasked Estep 
Score: -30200972.000000 Penalty: 6113.145996
	Iteration 107Q: 3 clusters Score -3.020097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 224252 members 
Entering Unmasked Estep 
Score: -30200990.000000 Penalty: 6113.145996
	Iteration 108Q: 3 clusters Score -3.020099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -30200978.000000 Penalty: 6113.145996
	Iteration 109Q: 3 clusters Score -3.020098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 224255 members 
Entering Unmasked Estep 
Score: -30200992.000000 Penalty: 6113.145996
	Iteration 110Q: 3 clusters Score -3.020099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 224253 members 
Entering Unmasked Estep 
Score: -30200982.000000 Penalty: 6113.145996
	Iteration 111Q: 3 clusters Score -3.020098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 224255 members 
Entering Unmasked Estep 
Score: -30200986.000000 Penalty: 6113.145996
	Iteration 112Q: 3 clusters Score -3.020099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -30200982.000000 Penalty: 6113.145996
	Iteration 113Q: 3 clusters Score -3.020098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -30200982.000000 Penalty: 6113.145996
	Iteration 114F: 3 clusters Score -3.020098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -2248310.750000 Penalty: 2436.931641
	Iteration 0F: 2 clusters Score -2248311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2235178.250000 Penalty: 4873.863281
	Iteration 0F: 3 clusters Score -2235178 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2239486.750000 Penalty: 4873.863281
	Iteration 1F: 3 clusters Score -2239487 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2239861.750000 Penalty: 4873.863281
	Iteration 2F: 3 clusters Score -2239862 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2240217.750000 Penalty: 4873.863281
	Iteration 3Q: 3 clusters Score -2240218 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2240590.750000 Penalty: 4873.863281
	Iteration 4Q: 3 clusters Score -2240591 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2241026.000000 Penalty: 4873.863281
	Iteration 5Q: 3 clusters Score -2241026 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2241484.500000 Penalty: 4873.863281
	Iteration 6Q: 3 clusters Score -2241484 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2241961.500000 Penalty: 4873.863281
	Iteration 7Q: 3 clusters Score -2241962 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2242422.500000 Penalty: 4873.863281
	Iteration 8Q: 3 clusters Score -2242422 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2242898.750000 Penalty: 4873.863281
	Iteration 9Q: 3 clusters Score -2242899 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2243382.750000 Penalty: 4873.863281
	Iteration 10Q: 3 clusters Score -2243383 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2243845.000000 Penalty: 4873.863281
	Iteration 11Q: 3 clusters Score -2243845 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2244257.750000 Penalty: 4873.863281
	Iteration 12Q: 3 clusters Score -2244258 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2244634.000000 Penalty: 4873.863281
	Iteration 13Q: 3 clusters Score -2244634 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2244921.500000 Penalty: 4873.863281
	Iteration 14Q: 3 clusters Score -2244922 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2245129.750000 Penalty: 4873.863281
	Iteration 15Q: 3 clusters Score -2245130 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2245296.000000 Penalty: 4873.863281
	Iteration 16Q: 3 clusters Score -2245296 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2245427.500000 Penalty: 4873.863281
	Iteration 17Q: 3 clusters Score -2245428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2245528.750000 Penalty: 4873.863281
	Iteration 18Q: 3 clusters Score -2245529 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2245649.750000 Penalty: 4873.863281
	Iteration 19Q: 3 clusters Score -2245650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2245775.250000 Penalty: 4873.863281
	Iteration 20F: 3 clusters Score -2245775 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2245894.250000 Penalty: 4873.863281
	Iteration 21Q: 3 clusters Score -2245894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2246022.000000 Penalty: 4873.863281
	Iteration 22Q: 3 clusters Score -2246022 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2246145.000000 Penalty: 4873.863281
	Iteration 23Q: 3 clusters Score -2246145 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2246228.000000 Penalty: 4873.863281
	Iteration 24Q: 3 clusters Score -2246228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2246302.750000 Penalty: 4873.863281
	Iteration 25Q: 3 clusters Score -2246303 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2246372.250000 Penalty: 4873.863281
	Iteration 26Q: 3 clusters Score -2246372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2246454.000000 Penalty: 4873.863281
	Iteration 27Q: 3 clusters Score -2246454 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2246546.250000 Penalty: 4873.863281
	Iteration 28Q: 3 clusters Score -2246546 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2246643.750000 Penalty: 4873.863281
	Iteration 29Q: 3 clusters Score -2246644 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2246745.750000 Penalty: 4873.863281
	Iteration 30Q: 3 clusters Score -2246746 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2246852.750000 Penalty: 4873.863281
	Iteration 31Q: 3 clusters Score -2246853 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2246960.000000 Penalty: 4873.863281
	Iteration 32Q: 3 clusters Score -2246960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2247061.000000 Penalty: 4873.863281
	Iteration 33Q: 3 clusters Score -2247061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2247146.750000 Penalty: 4873.863281
	Iteration 34Q: 3 clusters Score -2247147 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2247225.250000 Penalty: 4873.863281
	Iteration 35Q: 3 clusters Score -2247225 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2247316.750000 Penalty: 4873.863281
	Iteration 36Q: 3 clusters Score -2247317 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2247408.000000 Penalty: 4873.863281
	Iteration 37Q: 3 clusters Score -2247408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2247501.500000 Penalty: 4873.863281
	Iteration 38Q: 3 clusters Score -2247502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2247579.750000 Penalty: 4873.863281
	Iteration 39Q: 3 clusters Score -2247580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2247642.750000 Penalty: 4873.863281
	Iteration 40F: 3 clusters Score -2247643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2247697.750000 Penalty: 4873.863281
	Iteration 41Q: 3 clusters Score -2247698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2247760.500000 Penalty: 4873.863281
	Iteration 42Q: 3 clusters Score -2247760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2247830.000000 Penalty: 4873.863281
	Iteration 43Q: 3 clusters Score -2247830 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2247920.000000 Penalty: 4873.863281
	Iteration 44Q: 3 clusters Score -2247920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2248000.500000 Penalty: 4873.863281
	Iteration 45Q: 3 clusters Score -2248000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2248051.500000 Penalty: 4873.863281
	Iteration 46Q: 3 clusters Score -2248052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2248083.500000 Penalty: 4873.863281
	Iteration 47Q: 3 clusters Score -2248084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2248097.500000 Penalty: 4873.863281
	Iteration 48Q: 3 clusters Score -2248098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2248112.250000 Penalty: 4873.863281
	Iteration 49Q: 3 clusters Score -2248112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2248121.000000 Penalty: 4873.863281
	Iteration 50Q: 3 clusters Score -2248121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2248126.500000 Penalty: 4873.863281
	Iteration 51Q: 3 clusters Score -2248126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2248132.000000 Penalty: 4873.863281
	Iteration 52Q: 3 clusters Score -2248132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2248133.500000 Penalty: 4873.863281
	Iteration 53Q: 3 clusters Score -2248134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2248136.250000 Penalty: 4873.863281
	Iteration 54Q: 3 clusters Score -2248136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2248136.500000 Penalty: 4873.863281
	Iteration 55F: 3 clusters Score -2248136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2248135.000000 Penalty: 4873.863281
	Iteration 56Q: 3 clusters Score -2248135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2248136.250000 Penalty: 4873.863281
	Iteration 57Q: 3 clusters Score -2248136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2248136.250000 Penalty: 4873.863281
	Iteration 58F: 3 clusters Score -2248136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (133425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Entering Unmasked Estep 
Score: -17502066.000000 Penalty: 2926.720947
	Iteration 0F: 2 clusters Score -1.750207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -17413258.000000 Penalty: 5853.441895
	Iteration 0F: 3 clusters Score -1.741326e+07 nChanged 63533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -17449936.000000 Penalty: 5853.441895
	Iteration 1F: 3 clusters Score -1.744994e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -17450600.000000 Penalty: 5853.441895
	Iteration 2Q: 3 clusters Score -1.74506e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -17451410.000000 Penalty: 5853.441895
	Iteration 3Q: 3 clusters Score -1.745141e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -17452384.000000 Penalty: 5853.441895
	Iteration 4Q: 3 clusters Score -1.745238e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -17453280.000000 Penalty: 5853.441895
	Iteration 5Q: 3 clusters Score -1.745328e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -17455088.000000 Penalty: 5853.441895
	Iteration 6Q: 3 clusters Score -1.745509e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -17457484.000000 Penalty: 5853.441895
	Iteration 7Q: 3 clusters Score -1.745748e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -17460864.000000 Penalty: 5853.441895
	Iteration 8F: 3 clusters Score -1.746086e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -17464884.000000 Penalty: 5853.441895
	Iteration 9F: 3 clusters Score -1.746488e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -17469074.000000 Penalty: 5853.441895
	Iteration 10F: 3 clusters Score -1.746907e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -17473428.000000 Penalty: 5853.441895
	Iteration 11F: 3 clusters Score -1.747343e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -17477434.000000 Penalty: 5853.441895
	Iteration 12F: 3 clusters Score -1.747743e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -17481124.000000 Penalty: 5853.441895
	Iteration 13Q: 3 clusters Score -1.748112e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -17484762.000000 Penalty: 5853.441895
	Iteration 14Q: 3 clusters Score -1.748476e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -17488502.000000 Penalty: 5853.441895
	Iteration 15Q: 3 clusters Score -1.74885e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -17491494.000000 Penalty: 5853.441895
	Iteration 16Q: 3 clusters Score -1.749149e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124838 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -17494000.000000 Penalty: 5853.441895
	Iteration 17Q: 3 clusters Score -1.7494e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -17495790.000000 Penalty: 5853.441895
	Iteration 18Q: 3 clusters Score -1.749579e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -17497036.000000 Penalty: 5853.441895
	Iteration 19Q: 3 clusters Score -1.749704e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130324 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -17497774.000000 Penalty: 5853.441895
	Iteration 20F: 3 clusters Score -1.749777e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -17498224.000000 Penalty: 5853.441895
	Iteration 21Q: 3 clusters Score -1.749822e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17498562.000000 Penalty: 5853.441895
	Iteration 22Q: 3 clusters Score -1.749856e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17498816.000000 Penalty: 5853.441895
	Iteration 23Q: 3 clusters Score -1.749882e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132271 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17499042.000000 Penalty: 5853.441895
	Iteration 24Q: 3 clusters Score -1.749904e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17499212.000000 Penalty: 5853.441895
	Iteration 25Q: 3 clusters Score -1.749921e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17499332.000000 Penalty: 5853.441895
	Iteration 26Q: 3 clusters Score -1.749933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17499354.000000 Penalty: 5853.441895
	Iteration 27Q: 3 clusters Score -1.749935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132672 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17499396.000000 Penalty: 5853.441895
	Iteration 28Q: 3 clusters Score -1.74994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132708 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17499412.000000 Penalty: 5853.441895
	Iteration 29Q: 3 clusters Score -1.749941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132726 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -17499434.000000 Penalty: 5853.441895
	Iteration 30Q: 3 clusters Score -1.749943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -17499462.000000 Penalty: 5853.441895
	Iteration 31Q: 3 clusters Score -1.749946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17499466.000000 Penalty: 5853.441895
	Iteration 32Q: 3 clusters Score -1.749947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -17499456.000000 Penalty: 5853.441895
	Iteration 33Q: 3 clusters Score -1.749946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132794 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17499468.000000 Penalty: 5853.441895
	Iteration 34Q: 3 clusters Score -1.749947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17499470.000000 Penalty: 5853.441895
	Iteration 35Q: 3 clusters Score -1.749947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17499484.000000 Penalty: 5853.441895
	Iteration 36Q: 3 clusters Score -1.749948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17499490.000000 Penalty: 5853.441895
	Iteration 37Q: 3 clusters Score -1.749949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -17499492.000000 Penalty: 5853.441895
	Iteration 38Q: 3 clusters Score -1.749949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -17499500.000000 Penalty: 5853.441895
	Iteration 39Q: 3 clusters Score -1.74995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17499502.000000 Penalty: 5853.441895
	Iteration 40F: 3 clusters Score -1.74995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132855 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17499518.000000 Penalty: 5853.441895
	Iteration 41Q: 3 clusters Score -1.749952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17499520.000000 Penalty: 5853.441895
	Iteration 42Q: 3 clusters Score -1.749952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17499520.000000 Penalty: 5853.441895
	Iteration 43Q: 3 clusters Score -1.749952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17499520.000000 Penalty: 5853.441895
	Iteration 44Q: 3 clusters Score -1.749952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17499520.000000 Penalty: 5853.441895
	Iteration 45F: 3 clusters Score -1.749952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Entering Unmasked Estep 
Score: -15559246.000000 Penalty: 2893.050537
	Iteration 0F: 2 clusters Score -1.555925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -15481668.000000 Penalty: 5786.101074
	Iteration 0F: 3 clusters Score -1.548167e+07 nChanged 55362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -15513479.000000 Penalty: 5786.101074
	Iteration 1F: 3 clusters Score -1.551348e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -15514245.000000 Penalty: 5786.101074
	Iteration 2Q: 3 clusters Score -1.551424e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -15515263.000000 Penalty: 5786.101074
	Iteration 3Q: 3 clusters Score -1.551526e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -15516766.000000 Penalty: 5786.101074
	Iteration 4Q: 3 clusters Score -1.551677e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -15519372.000000 Penalty: 5786.101074
	Iteration 5Q: 3 clusters Score -1.551937e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -15523924.000000 Penalty: 5786.101074
	Iteration 6F: 3 clusters Score -1.552392e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -15531077.000000 Penalty: 5786.101074
	Iteration 7F: 3 clusters Score -1.553108e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -15539750.000000 Penalty: 5786.101074
	Iteration 8F: 3 clusters Score -1.553975e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -15547497.000000 Penalty: 5786.101074
	Iteration 9F: 3 clusters Score -1.55475e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -15551972.000000 Penalty: 5786.101074
	Iteration 10Q: 3 clusters Score -1.555197e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -15554039.000000 Penalty: 5786.101074
	Iteration 11Q: 3 clusters Score -1.555404e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -15554980.000000 Penalty: 5786.101074
	Iteration 12Q: 3 clusters Score -1.555498e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -15555492.000000 Penalty: 5786.101074
	Iteration 13Q: 3 clusters Score -1.555549e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -15555781.000000 Penalty: 5786.101074
	Iteration 14Q: 3 clusters Score -1.555578e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -15556029.000000 Penalty: 5786.101074
	Iteration 15Q: 3 clusters Score -1.555603e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -15556161.000000 Penalty: 5786.101074
	Iteration 16Q: 3 clusters Score -1.555616e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -15556266.000000 Penalty: 5786.101074
	Iteration 17Q: 3 clusters Score -1.555627e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -15556319.000000 Penalty: 5786.101074
	Iteration 18Q: 3 clusters Score -1.555632e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -15556400.000000 Penalty: 5786.101074
	Iteration 19Q: 3 clusters Score -1.55564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15556418.000000 Penalty: 5786.101074
	Iteration 20F: 3 clusters Score -1.555642e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15556456.000000 Penalty: 5786.101074
	Iteration 21Q: 3 clusters Score -1.555646e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -15556472.000000 Penalty: 5786.101074
	Iteration 22Q: 3 clusters Score -1.555647e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -15556516.000000 Penalty: 5786.101074
	Iteration 23Q: 3 clusters Score -1.555652e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114623 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15556556.000000 Penalty: 5786.101074
	Iteration 24Q: 3 clusters Score -1.555656e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15556580.000000 Penalty: 5786.101074
	Iteration 25Q: 3 clusters Score -1.555658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15556595.000000 Penalty: 5786.101074
	Iteration 26Q: 3 clusters Score -1.55566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15556624.000000 Penalty: 5786.101074
	Iteration 27Q: 3 clusters Score -1.555662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15556643.000000 Penalty: 5786.101074
	Iteration 28Q: 3 clusters Score -1.555664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15556653.000000 Penalty: 5786.101074
	Iteration 29Q: 3 clusters Score -1.555665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15556651.000000 Penalty: 5786.101074
	Iteration 30Q: 3 clusters Score -1.555665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15556689.000000 Penalty: 5786.101074
	Iteration 31Q: 3 clusters Score -1.555669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15556707.000000 Penalty: 5786.101074
	Iteration 32Q: 3 clusters Score -1.555671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15556714.000000 Penalty: 5786.101074
	Iteration 33Q: 3 clusters Score -1.555671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15556727.000000 Penalty: 5786.101074
	Iteration 34Q: 3 clusters Score -1.555673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15556722.000000 Penalty: 5786.101074
	Iteration 35Q: 3 clusters Score -1.555672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114963 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15556723.000000 Penalty: 5786.101074
	Iteration 36Q: 3 clusters Score -1.555672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114975 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15556724.000000 Penalty: 5786.101074
	Iteration 37Q: 3 clusters Score -1.555672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15556743.000000 Penalty: 5786.101074
	Iteration 38Q: 3 clusters Score -1.555674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115003 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15556748.000000 Penalty: 5786.101074
	Iteration 39Q: 3 clusters Score -1.555675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15556737.000000 Penalty: 5786.101074
	Iteration 40F: 3 clusters Score -1.555674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115041 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15556755.000000 Penalty: 5786.101074
	Iteration 41Q: 3 clusters Score -1.555676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15556760.000000 Penalty: 5786.101074
	Iteration 42Q: 3 clusters Score -1.555676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15556759.000000 Penalty: 5786.101074
	Iteration 43Q: 3 clusters Score -1.555676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15556761.000000 Penalty: 5786.101074
	Iteration 44Q: 3 clusters Score -1.555676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15556765.000000 Penalty: 5786.101074
	Iteration 45Q: 3 clusters Score -1.555676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15556772.000000 Penalty: 5786.101074
	Iteration 46Q: 3 clusters Score -1.555677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15556774.000000 Penalty: 5786.101074
	Iteration 47Q: 3 clusters Score -1.555677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15556777.000000 Penalty: 5786.101074
	Iteration 48Q: 3 clusters Score -1.555678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15556787.000000 Penalty: 5786.101074
	Iteration 49Q: 3 clusters Score -1.555679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15556790.000000 Penalty: 5786.101074
	Iteration 50Q: 3 clusters Score -1.555679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15556806.000000 Penalty: 5786.101074
	Iteration 51Q: 3 clusters Score -1.555681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15556790.000000 Penalty: 5786.101074
	Iteration 52Q: 3 clusters Score -1.555679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15556788.000000 Penalty: 5786.101074
	Iteration 53Q: 3 clusters Score -1.555679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -15556797.000000 Penalty: 5786.101074
	Iteration 54Q: 3 clusters Score -1.55568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -15556797.000000 Penalty: 5786.101074
	Iteration 55F: 3 clusters Score -1.55568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Entering Unmasked Estep 
Score: -1927355.375000 Penalty: 2373.110352
	Iteration 0F: 2 clusters Score -1927355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1916846.750000 Penalty: 4746.220703
	Iteration 0F: 3 clusters Score -1916847 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1920351.875000 Penalty: 4746.220703
	Iteration 1F: 3 clusters Score -1920352 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1920953.500000 Penalty: 4746.220703
	Iteration 2F: 3 clusters Score -1920954 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1921724.625000 Penalty: 4746.220703
	Iteration 3F: 3 clusters Score -1921725 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1922673.625000 Penalty: 4746.220703
	Iteration 4F: 3 clusters Score -1922674 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1923747.875000 Penalty: 4746.220703
	Iteration 5F: 3 clusters Score -1923748 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1924650.000000 Penalty: 4746.220703
	Iteration 6F: 3 clusters Score -1924650 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1925333.375000 Penalty: 4746.220703
	Iteration 7Q: 3 clusters Score -1925333 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1925887.875000 Penalty: 4746.220703
	Iteration 8Q: 3 clusters Score -1925888 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1926197.125000 Penalty: 4746.220703
	Iteration 9Q: 3 clusters Score -1926197 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1926378.750000 Penalty: 4746.220703
	Iteration 10Q: 3 clusters Score -1926379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1926490.500000 Penalty: 4746.220703
	Iteration 11Q: 3 clusters Score -1926490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1926552.625000 Penalty: 4746.220703
	Iteration 12Q: 3 clusters Score -1926553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1926590.625000 Penalty: 4746.220703
	Iteration 13Q: 3 clusters Score -1926591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1926609.500000 Penalty: 4746.220703
	Iteration 14Q: 3 clusters Score -1926610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1926624.250000 Penalty: 4746.220703
	Iteration 15Q: 3 clusters Score -1926624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1926637.625000 Penalty: 4746.220703
	Iteration 16Q: 3 clusters Score -1926638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1926633.625000 Penalty: 4746.220703
	Iteration 17Q: 3 clusters Score -1926634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1926636.875000 Penalty: 4746.220703
	Iteration 18Q: 3 clusters Score -1926637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1926640.875000 Penalty: 4746.220703
	Iteration 19Q: 3 clusters Score -1926641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1926642.250000 Penalty: 4746.220703
	Iteration 20F: 3 clusters Score -1926642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1926642.125000 Penalty: 4746.220703
	Iteration 21Q: 3 clusters Score -1926642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1926642.000000 Penalty: 4746.220703
	Iteration 22Q: 3 clusters Score -1926642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1926640.375000 Penalty: 4746.220703
	Iteration 23Q: 3 clusters Score -1926640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1926640.375000 Penalty: 4746.220703
	Iteration 24F: 3 clusters Score -1926640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (236023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236023 members 
Entering Unmasked Estep 
Score: -31572804.000000 Penalty: 3068.177734
	Iteration 0F: 2 clusters Score -3.15728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -31434646.000000 Penalty: 6136.355469
	Iteration 0F: 3 clusters Score -3.143465e+07 nChanged 114156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 126057 members 
Entering Unmasked Estep 
Score: -31502480.000000 Penalty: 6136.355469
	Iteration 1F: 3 clusters Score -3.150248e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 130798 members 
Entering Unmasked Estep 
Score: -31503732.000000 Penalty: 6136.355469
	Iteration 2Q: 3 clusters Score -3.150373e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -31506404.000000 Penalty: 6136.355469
	Iteration 3Q: 3 clusters Score -3.15064e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -31511216.000000 Penalty: 6136.355469
	Iteration 4Q: 3 clusters Score -3.151122e+07 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -31520214.000000 Penalty: 6136.355469
	Iteration 5F: 3 clusters Score -3.152021e+07 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 183607 members 
Entering Unmasked Estep 
Score: -31534154.000000 Penalty: 6136.355469
	Iteration 6F: 3 clusters Score -3.153415e+07 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 203890 members 
Entering Unmasked Estep 
Score: -31547888.000000 Penalty: 6136.355469
	Iteration 7F: 3 clusters Score -3.154789e+07 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 219702 members 
Entering Unmasked Estep 
Score: -31558650.000000 Penalty: 6136.355469
	Iteration 8F: 3 clusters Score -3.155865e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 228971 members 
Entering Unmasked Estep 
Score: -31564918.000000 Penalty: 6136.355469
	Iteration 9Q: 3 clusters Score -3.156492e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 233252 members 
Entering Unmasked Estep 
Score: -31567772.000000 Penalty: 6136.355469
	Iteration 10Q: 3 clusters Score -3.156777e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 234896 members 
Entering Unmasked Estep 
Score: -31569066.000000 Penalty: 6136.355469
	Iteration 11Q: 3 clusters Score -3.156907e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 235444 members 
Entering Unmasked Estep 
Score: -31569660.000000 Penalty: 6136.355469
	Iteration 12Q: 3 clusters Score -3.156966e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 235604 members 
Entering Unmasked Estep 
Score: -31569824.000000 Penalty: 6136.355469
	Iteration 13Q: 3 clusters Score -3.156982e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235659 members 
Entering Unmasked Estep 
Score: -31569892.000000 Penalty: 6136.355469
	Iteration 14Q: 3 clusters Score -3.156989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235683 members 
Entering Unmasked Estep 
Score: -31569932.000000 Penalty: 6136.355469
	Iteration 15Q: 3 clusters Score -3.156993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235704 members 
Entering Unmasked Estep 
Score: -31569964.000000 Penalty: 6136.355469
	Iteration 16Q: 3 clusters Score -3.156996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 235717 members 
Entering Unmasked Estep 
Score: -31569998.000000 Penalty: 6136.355469
	Iteration 17Q: 3 clusters Score -3.157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 235726 members 
Entering Unmasked Estep 
Score: -31570048.000000 Penalty: 6136.355469
	Iteration 18Q: 3 clusters Score -3.157005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 235734 members 
Entering Unmasked Estep 
Score: -31570060.000000 Penalty: 6136.355469
	Iteration 19Q: 3 clusters Score -3.157006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 235736 members 
Entering Unmasked Estep 
Score: -31570068.000000 Penalty: 6136.355469
	Iteration 20F: 3 clusters Score -3.157007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235740 members 
Entering Unmasked Estep 
Score: -31570088.000000 Penalty: 6136.355469
	Iteration 21Q: 3 clusters Score -3.157009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235741 members 
Entering Unmasked Estep 
Score: -31570094.000000 Penalty: 6136.355469
	Iteration 22Q: 3 clusters Score -3.157009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235743 members 
Entering Unmasked Estep 
Score: -31570080.000000 Penalty: 6136.355469
	Iteration 23Q: 3 clusters Score -3.157008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235744 members 
Entering Unmasked Estep 
Score: -31570074.000000 Penalty: 6136.355469
	Iteration 24Q: 3 clusters Score -3.157007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 235747 members 
Entering Unmasked Estep 
Score: -31570086.000000 Penalty: 6136.355469
	Iteration 25Q: 3 clusters Score -3.157009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 235748 members 
Entering Unmasked Estep 
Score: -31570078.000000 Penalty: 6136.355469
	Iteration 26Q: 3 clusters Score -3.157008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235749 members 
Entering Unmasked Estep 
Score: -31570106.000000 Penalty: 6136.355469
	Iteration 27Q: 3 clusters Score -3.157011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235746 members 
Entering Unmasked Estep 
Score: -31570104.000000 Penalty: 6136.355469
	Iteration 28Q: 3 clusters Score -3.15701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235746 members 
Entering Unmasked Estep 
Score: -31570104.000000 Penalty: 6136.355469
	Iteration 29F: 3 clusters Score -3.15701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Entering Unmasked Estep 
Score: -20260500.000000 Penalty: 2960.895508
	Iteration 0F: 2 clusters Score -2.02605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -20161420.000000 Penalty: 5921.791016
	Iteration 0F: 3 clusters Score -2.016142e+07 nChanged 72891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -20203766.000000 Penalty: 5921.791016
	Iteration 1F: 3 clusters Score -2.020377e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -20205934.000000 Penalty: 5921.791016
	Iteration 2Q: 3 clusters Score -2.020593e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -20209094.000000 Penalty: 5921.791016
	Iteration 3Q: 3 clusters Score -2.020909e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -20214264.000000 Penalty: 5921.791016
	Iteration 4F: 3 clusters Score -2.021426e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -20222080.000000 Penalty: 5921.791016
	Iteration 5F: 3 clusters Score -2.022208e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -20231778.000000 Penalty: 5921.791016
	Iteration 6F: 3 clusters Score -2.023178e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -20242104.000000 Penalty: 5921.791016
	Iteration 7F: 3 clusters Score -2.02421e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 144000 members 
Entering Unmasked Estep 
Score: -20250114.000000 Penalty: 5921.791016
	Iteration 8F: 3 clusters Score -2.025011e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -20254974.000000 Penalty: 5921.791016
	Iteration 9Q: 3 clusters Score -2.025497e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -20256830.000000 Penalty: 5921.791016
	Iteration 10Q: 3 clusters Score -2.025683e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -20257438.000000 Penalty: 5921.791016
	Iteration 11Q: 3 clusters Score -2.025744e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -20257668.000000 Penalty: 5921.791016
	Iteration 12Q: 3 clusters Score -2.025767e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -20257786.000000 Penalty: 5921.791016
	Iteration 13Q: 3 clusters Score -2.025779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -20257834.000000 Penalty: 5921.791016
	Iteration 14Q: 3 clusters Score -2.025783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -20257890.000000 Penalty: 5921.791016
	Iteration 15Q: 3 clusters Score -2.025789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -20257922.000000 Penalty: 5921.791016
	Iteration 16Q: 3 clusters Score -2.025792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -20257932.000000 Penalty: 5921.791016
	Iteration 17Q: 3 clusters Score -2.025793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152883 members 
Entering Unmasked Estep 
Score: -20257938.000000 Penalty: 5921.791016
	Iteration 18Q: 3 clusters Score -2.025794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20257934.000000 Penalty: 5921.791016
	Iteration 19Q: 3 clusters Score -2.025793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20257942.000000 Penalty: 5921.791016
	Iteration 20F: 3 clusters Score -2.025794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -20257966.000000 Penalty: 5921.791016
	Iteration 21Q: 3 clusters Score -2.025797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -20257960.000000 Penalty: 5921.791016
	Iteration 22Q: 3 clusters Score -2.025796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 152893 members 
Entering Unmasked Estep 
Score: -20257970.000000 Penalty: 5921.791016
	Iteration 23Q: 3 clusters Score -2.025797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -20257974.000000 Penalty: 5921.791016
	Iteration 24Q: 3 clusters Score -2.025797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152896 members 
Entering Unmasked Estep 
Score: -20257962.000000 Penalty: 5921.791016
	Iteration 25Q: 3 clusters Score -2.025796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152896 members 
Entering Unmasked Estep 
Score: -20257962.000000 Penalty: 5921.791016
	Iteration 26F: 3 clusters Score -2.025796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Entering Unmasked Estep 
Score: -4061209.750000 Penalty: 2563.187256
	Iteration 0F: 2 clusters Score -4061210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4040164.500000 Penalty: 5126.374512
	Iteration 0F: 3 clusters Score -4040164 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4047597.000000 Penalty: 5126.374512
	Iteration 1F: 3 clusters Score -4047597 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4048072.750000 Penalty: 5126.374512
	Iteration 2Q: 3 clusters Score -4048073 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4048552.500000 Penalty: 5126.374512
	Iteration 3Q: 3 clusters Score -4048552 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4049082.250000 Penalty: 5126.374512
	Iteration 4Q: 3 clusters Score -4049082 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4049737.500000 Penalty: 5126.374512
	Iteration 5Q: 3 clusters Score -4049738 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4050594.750000 Penalty: 5126.374512
	Iteration 6F: 3 clusters Score -4050595 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4051649.250000 Penalty: 5126.374512
	Iteration 7F: 3 clusters Score -4051649 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4052847.750000 Penalty: 5126.374512
	Iteration 8F: 3 clusters Score -4052848 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4054018.000000 Penalty: 5126.374512
	Iteration 9F: 3 clusters Score -4054018 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4055038.000000 Penalty: 5126.374512
	Iteration 10Q: 3 clusters Score -4055038 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4055834.250000 Penalty: 5126.374512
	Iteration 11Q: 3 clusters Score -4055834 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4056433.500000 Penalty: 5126.374512
	Iteration 12Q: 3 clusters Score -4056434 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4056943.250000 Penalty: 5126.374512
	Iteration 13Q: 3 clusters Score -4056943 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4057432.500000 Penalty: 5126.374512
	Iteration 14Q: 3 clusters Score -4057432 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4057961.250000 Penalty: 5126.374512
	Iteration 15Q: 3 clusters Score -4057961 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4058392.750000 Penalty: 5126.374512
	Iteration 16Q: 3 clusters Score -4058393 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4058721.750000 Penalty: 5126.374512
	Iteration 17Q: 3 clusters Score -4058722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4058905.500000 Penalty: 5126.374512
	Iteration 18Q: 3 clusters Score -4058906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4058986.000000 Penalty: 5126.374512
	Iteration 19Q: 3 clusters Score -4058986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4059025.750000 Penalty: 5126.374512
	Iteration 20F: 3 clusters Score -4059026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4059048.500000 Penalty: 5126.374512
	Iteration 21Q: 3 clusters Score -4059048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4059070.750000 Penalty: 5126.374512
	Iteration 22Q: 3 clusters Score -4059071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -4059090.250000 Penalty: 5126.374512
	Iteration 23Q: 3 clusters Score -4059090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4059112.000000 Penalty: 5126.374512
	Iteration 24Q: 3 clusters Score -4059112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -4059127.250000 Penalty: 5126.374512
	Iteration 25Q: 3 clusters Score -4059127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4059138.000000 Penalty: 5126.374512
	Iteration 26Q: 3 clusters Score -4059138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4059154.000000 Penalty: 5126.374512
	Iteration 27Q: 3 clusters Score -4059154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4059165.000000 Penalty: 5126.374512
	Iteration 28Q: 3 clusters Score -4059165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -4059163.250000 Penalty: 5126.374512
	Iteration 29Q: 3 clusters Score -4059163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4059162.500000 Penalty: 5126.374512
	Iteration 30Q: 3 clusters Score -4059162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4059171.750000 Penalty: 5126.374512
	Iteration 31Q: 3 clusters Score -4059172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4059172.500000 Penalty: 5126.374512
	Iteration 32Q: 3 clusters Score -4059172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -4059170.750000 Penalty: 5126.374512
	Iteration 33Q: 3 clusters Score -4059171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4059170.250000 Penalty: 5126.374512
	Iteration 34Q: 3 clusters Score -4059170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4059171.500000 Penalty: 5126.374512
	Iteration 35Q: 3 clusters Score -4059172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4059165.250000 Penalty: 5126.374512
	Iteration 36Q: 3 clusters Score -4059165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4059177.500000 Penalty: 5126.374512
	Iteration 37Q: 3 clusters Score -4059178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4059176.500000 Penalty: 5126.374512
	Iteration 38Q: 3 clusters Score -4059176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4059178.250000 Penalty: 5126.374512
	Iteration 39Q: 3 clusters Score -4059178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4059179.000000 Penalty: 5126.374512
	Iteration 40F: 3 clusters Score -4059179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -953300.250000 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -953300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -947018.437500 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -947018.4 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -949082.437500 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -949082.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -949629.375000 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -949629.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -950127.750000 Penalty: 4456.470215
	Iteration 3F: 3 clusters Score -950127.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -950561.125000 Penalty: 4456.470215
	Iteration 4F: 3 clusters Score -950561.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -950901.937500 Penalty: 4456.470215
	Iteration 5F: 3 clusters Score -950901.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -951155.250000 Penalty: 4456.470215
	Iteration 6Q: 3 clusters Score -951155.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -951324.062500 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -951324.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -951445.437500 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -951445.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -951543.062500 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -951543.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -951609.500000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -951609.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -951673.500000 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -951673.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -951721.187500 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -951721.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -951754.250000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -951754.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -951789.625000 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -951789.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -951816.437500 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -951816.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -951840.187500 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -951840.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -951863.437500 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -951863.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -951881.937500 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -951881.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -951890.937500 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -951890.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -951900.187500 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -951900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -951907.062500 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -951907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -951914.750000 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -951914.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -951925.562500 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -951925.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -951936.125000 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -951936.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -951945.687500 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -951945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -951953.062500 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -951953.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -951963.250000 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -951963.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -951970.875000 Penalty: 4456.470215
	Iteration 28Q: 3 clusters Score -951970.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -951983.250000 Penalty: 4456.470215
	Iteration 29Q: 3 clusters Score -951983.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -952001.500000 Penalty: 4456.470215
	Iteration 30Q: 3 clusters Score -952001.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -952013.187500 Penalty: 4456.470215
	Iteration 31Q: 3 clusters Score -952013.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -952019.875000 Penalty: 4456.470215
	Iteration 32Q: 3 clusters Score -952019.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -952031.500000 Penalty: 4456.470215
	Iteration 33Q: 3 clusters Score -952031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -952039.500000 Penalty: 4456.470215
	Iteration 34Q: 3 clusters Score -952039.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -952050.625000 Penalty: 4456.470215
	Iteration 35Q: 3 clusters Score -952050.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -952057.687500 Penalty: 4456.470215
	Iteration 36Q: 3 clusters Score -952057.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -952063.687500 Penalty: 4456.470215
	Iteration 37Q: 3 clusters Score -952063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -952071.750000 Penalty: 4456.470215
	Iteration 38Q: 3 clusters Score -952071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -952079.250000 Penalty: 4456.470215
	Iteration 39Q: 3 clusters Score -952079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -952084.687500 Penalty: 4456.470215
	Iteration 40F: 3 clusters Score -952084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -952087.750000 Penalty: 4456.470215
	Iteration 41Q: 3 clusters Score -952087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -952091.250000 Penalty: 4456.470215
	Iteration 42Q: 3 clusters Score -952091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -952099.250000 Penalty: 4456.470215
	Iteration 43Q: 3 clusters Score -952099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -952101.812500 Penalty: 4456.470215
	Iteration 44Q: 3 clusters Score -952101.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -952108.125000 Penalty: 4456.470215
	Iteration 45Q: 3 clusters Score -952108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -952111.687500 Penalty: 4456.470215
	Iteration 46Q: 3 clusters Score -952111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -952113.375000 Penalty: 4456.470215
	Iteration 47Q: 3 clusters Score -952113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -952116.562500 Penalty: 4456.470215
	Iteration 48Q: 3 clusters Score -952116.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -952119.375000 Penalty: 4456.470215
	Iteration 49Q: 3 clusters Score -952119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -952127.687500 Penalty: 4456.470215
	Iteration 50Q: 3 clusters Score -952127.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -952129.812500 Penalty: 4456.470215
	Iteration 51Q: 3 clusters Score -952129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -952129.687500 Penalty: 4456.470215
	Iteration 52Q: 3 clusters Score -952129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -952130.062500 Penalty: 4456.470215
	Iteration 53Q: 3 clusters Score -952130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -952130.750000 Penalty: 4456.470215
	Iteration 54Q: 3 clusters Score -952130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -952130.125000 Penalty: 4456.470215
	Iteration 55Q: 3 clusters Score -952130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -952132.375000 Penalty: 4456.470215
	Iteration 56Q: 3 clusters Score -952132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -952132.750000 Penalty: 4456.470215
	Iteration 57Q: 3 clusters Score -952132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -952131.125000 Penalty: 4456.470215
	Iteration 58Q: 3 clusters Score -952131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -952131.125000 Penalty: 4456.470215
	Iteration 59F: 3 clusters Score -952131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -942642.187500 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -942642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -936572.500000 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -936572.5 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -938300.125000 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -938300.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -938667.562500 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -938667.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -938972.500000 Penalty: 4429.722168
	Iteration 3F: 3 clusters Score -938972.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -939244.750000 Penalty: 4429.722168
	Iteration 4F: 3 clusters Score -939244.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -939501.312500 Penalty: 4429.722168
	Iteration 5Q: 3 clusters Score -939501.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -939774.625000 Penalty: 4429.722168
	Iteration 6Q: 3 clusters Score -939774.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -940084.687500 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -940084.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -940401.437500 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -940401.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -940690.000000 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -940690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -940967.750000 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -940967.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -941189.000000 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -941189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -941314.062500 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -941314.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -941413.375000 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -941413.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -941481.937500 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -941481.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -941535.687500 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -941535.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -941587.250000 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -941587.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -941624.187500 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -941624.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -941647.000000 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -941647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -941660.125000 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -941660.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -941718.937500 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -941718.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -941754.062500 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -941754.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -941776.062500 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -941776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -941790.250000 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -941790.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -941793.625000 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -941793.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -941801.250000 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -941801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -941806.750000 Penalty: 4429.722168
	Iteration 26Q: 3 clusters Score -941806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -941807.250000 Penalty: 4429.722168
	Iteration 27Q: 3 clusters Score -941807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -941808.687500 Penalty: 4429.722168
	Iteration 28Q: 3 clusters Score -941808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -941808.062500 Penalty: 4429.722168
	Iteration 29Q: 3 clusters Score -941808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -941811.750000 Penalty: 4429.722168
	Iteration 30Q: 3 clusters Score -941811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -941812.000000 Penalty: 4429.722168
	Iteration 31Q: 3 clusters Score -941812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -941814.625000 Penalty: 4429.722168
	Iteration 32Q: 3 clusters Score -941814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -941815.875000 Penalty: 4429.722168
	Iteration 33Q: 3 clusters Score -941815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -941815.625000 Penalty: 4429.722168
	Iteration 34Q: 3 clusters Score -941815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -941816.687500 Penalty: 4429.722168
	Iteration 35Q: 3 clusters Score -941816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -941816.687500 Penalty: 4429.722168
	Iteration 36F: 3 clusters Score -941816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -1951116.750000 Penalty: 2383.991455
	Iteration 0F: 2 clusters Score -1951117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1940420.375000 Penalty: 4767.982910
	Iteration 0F: 3 clusters Score -1940420 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1943965.000000 Penalty: 4767.982910
	Iteration 1F: 3 clusters Score -1943965 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1944490.500000 Penalty: 4767.982910
	Iteration 2F: 3 clusters Score -1944490 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1944994.750000 Penalty: 4767.982910
	Iteration 3F: 3 clusters Score -1944995 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1945683.000000 Penalty: 4767.982910
	Iteration 4F: 3 clusters Score -1945683 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1946499.750000 Penalty: 4767.982910
	Iteration 5F: 3 clusters Score -1946500 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1947219.750000 Penalty: 4767.982910
	Iteration 6F: 3 clusters Score -1947220 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1947764.750000 Penalty: 4767.982910
	Iteration 7F: 3 clusters Score -1947765 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1948199.625000 Penalty: 4767.982910
	Iteration 8Q: 3 clusters Score -1948200 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1948545.125000 Penalty: 4767.982910
	Iteration 9Q: 3 clusters Score -1948545 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1948812.500000 Penalty: 4767.982910
	Iteration 10Q: 3 clusters Score -1948812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1949022.125000 Penalty: 4767.982910
	Iteration 11Q: 3 clusters Score -1949022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1949196.750000 Penalty: 4767.982910
	Iteration 12Q: 3 clusters Score -1949197 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1949342.375000 Penalty: 4767.982910
	Iteration 13Q: 3 clusters Score -1949342 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1949445.250000 Penalty: 4767.982910
	Iteration 14Q: 3 clusters Score -1949445 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1949537.125000 Penalty: 4767.982910
	Iteration 15Q: 3 clusters Score -1949537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1949594.625000 Penalty: 4767.982910
	Iteration 16Q: 3 clusters Score -1949595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1949637.875000 Penalty: 4767.982910
	Iteration 17Q: 3 clusters Score -1949638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1949681.000000 Penalty: 4767.982910
	Iteration 18Q: 3 clusters Score -1949681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1949705.875000 Penalty: 4767.982910
	Iteration 19Q: 3 clusters Score -1949706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1949723.125000 Penalty: 4767.982910
	Iteration 20F: 3 clusters Score -1949723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1949733.875000 Penalty: 4767.982910
	Iteration 21Q: 3 clusters Score -1949734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1949742.500000 Penalty: 4767.982910
	Iteration 22Q: 3 clusters Score -1949742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1949755.000000 Penalty: 4767.982910
	Iteration 23Q: 3 clusters Score -1949755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1949765.500000 Penalty: 4767.982910
	Iteration 24Q: 3 clusters Score -1949766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1949768.000000 Penalty: 4767.982910
	Iteration 25Q: 3 clusters Score -1949768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1949770.125000 Penalty: 4767.982910
	Iteration 26Q: 3 clusters Score -1949770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1949774.000000 Penalty: 4767.982910
	Iteration 27Q: 3 clusters Score -1949774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1949775.500000 Penalty: 4767.982910
	Iteration 28Q: 3 clusters Score -1949776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1949779.125000 Penalty: 4767.982910
	Iteration 29Q: 3 clusters Score -1949779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1949778.875000 Penalty: 4767.982910
	Iteration 30Q: 3 clusters Score -1949779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1949782.000000 Penalty: 4767.982910
	Iteration 31Q: 3 clusters Score -1949782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1949779.375000 Penalty: 4767.982910
	Iteration 32Q: 3 clusters Score -1949779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1949781.125000 Penalty: 4767.982910
	Iteration 33Q: 3 clusters Score -1949781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1949785.125000 Penalty: 4767.982910
	Iteration 34Q: 3 clusters Score -1949785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1949787.125000 Penalty: 4767.982910
	Iteration 35Q: 3 clusters Score -1949787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1949792.625000 Penalty: 4767.982910
	Iteration 36Q: 3 clusters Score -1949793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1949794.125000 Penalty: 4767.982910
	Iteration 37Q: 3 clusters Score -1949794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1949802.000000 Penalty: 4767.982910
	Iteration 38Q: 3 clusters Score -1949802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1949808.000000 Penalty: 4767.982910
	Iteration 39Q: 3 clusters Score -1949808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1949809.125000 Penalty: 4767.982910
	Iteration 40F: 3 clusters Score -1949809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1949814.875000 Penalty: 4767.982910
	Iteration 41Q: 3 clusters Score -1949815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1949817.375000 Penalty: 4767.982910
	Iteration 42Q: 3 clusters Score -1949817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1949824.250000 Penalty: 4767.982910
	Iteration 43Q: 3 clusters Score -1949824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1949827.375000 Penalty: 4767.982910
	Iteration 44Q: 3 clusters Score -1949827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1949827.750000 Penalty: 4767.982910
	Iteration 45Q: 3 clusters Score -1949828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1949826.000000 Penalty: 4767.982910
	Iteration 46Q: 3 clusters Score -1949826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1949826.125000 Penalty: 4767.982910
	Iteration 47Q: 3 clusters Score -1949826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1949828.750000 Penalty: 4767.982910
	Iteration 48Q: 3 clusters Score -1949829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1949832.250000 Penalty: 4767.982910
	Iteration 49Q: 3 clusters Score -1949832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1949832.250000 Penalty: 4767.982910
	Iteration 50F: 3 clusters Score -1949832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -158553.906250 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -158553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156538.843750 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -156538.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157142.109375 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -157142.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157617.890625 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -157617.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -158060.515625 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -158060.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -158568.625000 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -158568.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -158973.031250 Penalty: 3542.057373
	Iteration 5F: 3 clusters Score -158973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159207.000000 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -159207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159271.625000 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -159271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159304.343750 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -159304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -159318.140625 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -159318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -159329.812500 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -159329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159340.593750 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -159340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159346.281250 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -159346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159351.265625 Penalty: 3542.057373
	Iteration 13F: 3 clusters Score -159351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -159363.140625 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -159363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159364.406250 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -159364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159364.406250 Penalty: 3542.057373
	Iteration 16F: 3 clusters Score -159364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 18515 members 
Mstep: Class 3 contains 133425 members 
Mstep: Class 4 contains 116486 members 
Mstep: Class 5 contains 14314 members 
Mstep: Class 6 contains 236023 members 
Mstep: Class 7 contains 153138 members 
Mstep: Class 8 contains 30805 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 58276 members 
Mstep: Class 14 contains 8929 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 109788 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 15233 members 
Mstep: Class 21 contains 111244 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 22758 members 
Mstep: Class 24 contains 19394 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 1011 members 
Entering Unmasked Estep 
Score: -181085584.000000 Penalty: 105316.210938
Splitting cluster 12 changes total score from -181086800.000000 to -181085584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (58276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Entering Unmasked Estep 
Score: -7811635.500000 Penalty: 2721.290527
	Iteration 0F: 2 clusters Score -7811636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7772255.000000 Penalty: 5442.581055
	Iteration 0F: 3 clusters Score -7772255 nChanged 27141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -7787534.500000 Penalty: 5442.581055
	Iteration 1F: 3 clusters Score -7787534 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -7788332.000000 Penalty: 5442.581055
	Iteration 2Q: 3 clusters Score -7788332 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7789489.500000 Penalty: 5442.581055
	Iteration 3Q: 3 clusters Score -7789490 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7791137.000000 Penalty: 5442.581055
	Iteration 4F: 3 clusters Score -7791137 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7793309.500000 Penalty: 5442.581055
	Iteration 5F: 3 clusters Score -7793310 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -7796083.000000 Penalty: 5442.581055
	Iteration 6F: 3 clusters Score -7796083 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -7799466.000000 Penalty: 5442.581055
	Iteration 7F: 3 clusters Score -7799466 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -7803443.000000 Penalty: 5442.581055
	Iteration 8F: 3 clusters Score -7803443 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -7807809.500000 Penalty: 5442.581055
	Iteration 9F: 3 clusters Score -7807810 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -7811323.000000 Penalty: 5442.581055
	Iteration 10F: 3 clusters Score -7811323 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -7813150.500000 Penalty: 5442.581055
	Iteration 11Q: 3 clusters Score -7813150 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7813765.500000 Penalty: 5442.581055
	Iteration 12Q: 3 clusters Score -7813766 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -7814042.500000 Penalty: 5442.581055
	Iteration 13Q: 3 clusters Score -7814042 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -7814142.000000 Penalty: 5442.581055
	Iteration 14Q: 3 clusters Score -7814142 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -7814202.500000 Penalty: 5442.581055
	Iteration 15Q: 3 clusters Score -7814202 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -7814238.000000 Penalty: 5442.581055
	Iteration 16Q: 3 clusters Score -7814238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -7814265.500000 Penalty: 5442.581055
	Iteration 17Q: 3 clusters Score -7814266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -7814300.000000 Penalty: 5442.581055
	Iteration 18Q: 3 clusters Score -7814300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -7814305.000000 Penalty: 5442.581055
	Iteration 19Q: 3 clusters Score -7814305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -7814317.500000 Penalty: 5442.581055
	Iteration 20F: 3 clusters Score -7814318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7814336.500000 Penalty: 5442.581055
	Iteration 21Q: 3 clusters Score -7814336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -7814339.500000 Penalty: 5442.581055
	Iteration 22Q: 3 clusters Score -7814340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -7814363.000000 Penalty: 5442.581055
	Iteration 23Q: 3 clusters Score -7814363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7814377.000000 Penalty: 5442.581055
	Iteration 24Q: 3 clusters Score -7814377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -7814372.000000 Penalty: 5442.581055
	Iteration 25Q: 3 clusters Score -7814372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -7814361.500000 Penalty: 5442.581055
	Iteration 26Q: 3 clusters Score -7814362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -7814369.000000 Penalty: 5442.581055
	Iteration 27Q: 3 clusters Score -7814369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7814378.500000 Penalty: 5442.581055
	Iteration 28Q: 3 clusters Score -7814378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -7814383.500000 Penalty: 5442.581055
	Iteration 29Q: 3 clusters Score -7814384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -7814378.500000 Penalty: 5442.581055
	Iteration 30Q: 3 clusters Score -7814378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7814382.500000 Penalty: 5442.581055
	Iteration 31Q: 3 clusters Score -7814382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -7814394.000000 Penalty: 5442.581055
	Iteration 32Q: 3 clusters Score -7814394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7814407.500000 Penalty: 5442.581055
	Iteration 33Q: 3 clusters Score -7814408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -7814408.000000 Penalty: 5442.581055
	Iteration 34Q: 3 clusters Score -7814408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7814412.000000 Penalty: 5442.581055
	Iteration 35Q: 3 clusters Score -7814412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -7814405.500000 Penalty: 5442.581055
	Iteration 36Q: 3 clusters Score -7814406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -7814408.000000 Penalty: 5442.581055
	Iteration 37Q: 3 clusters Score -7814408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7814399.500000 Penalty: 5442.581055
	Iteration 38Q: 3 clusters Score -7814400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7814406.500000 Penalty: 5442.581055
	Iteration 39Q: 3 clusters Score -7814406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -7814405.500000 Penalty: 5442.581055
	Iteration 40F: 3 clusters Score -7814406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7814405.000000 Penalty: 5442.581055
	Iteration 41Q: 3 clusters Score -7814405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -7814401.500000 Penalty: 5442.581055
	Iteration 42Q: 3 clusters Score -7814402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -7814393.000000 Penalty: 5442.581055
	Iteration 43Q: 3 clusters Score -7814393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -7814400.500000 Penalty: 5442.581055
	Iteration 44Q: 3 clusters Score -7814400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -7814405.500000 Penalty: 5442.581055
	Iteration 45Q: 3 clusters Score -7814406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -7814405.500000 Penalty: 5442.581055
	Iteration 46Q: 3 clusters Score -7814406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -7814403.000000 Penalty: 5442.581055
	Iteration 47Q: 3 clusters Score -7814403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -7814398.000000 Penalty: 5442.581055
	Iteration 48Q: 3 clusters Score -7814398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7814394.500000 Penalty: 5442.581055
	Iteration 49Q: 3 clusters Score -7814394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7814394.500000 Penalty: 5442.581055
	Iteration 50F: 3 clusters Score -7814394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 18515 members 
Mstep: Class 3 contains 133425 members 
Mstep: Class 4 contains 116486 members 
Mstep: Class 5 contains 14314 members 
Mstep: Class 6 contains 236023 members 
Mstep: Class 7 contains 153138 members 
Mstep: Class 8 contains 30805 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 8929 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 109788 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 15233 members 
Mstep: Class 21 contains 111244 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 22758 members 
Mstep: Class 24 contains 19394 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 24064 members 
Entering Unmasked Estep 
Score: -181089408.000000 Penalty: 105316.210938
Splitting cluster 13 changes total score from -181086800.000000 to -181089408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -1184064.625000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -1184065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1177085.375000 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -1177085 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1179110.625000 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -1179111 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1179428.375000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -1179428 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1179694.750000 Penalty: 4512.141602
	Iteration 3F: 3 clusters Score -1179695 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1179929.250000 Penalty: 4512.141602
	Iteration 4Q: 3 clusters Score -1179929 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1180151.250000 Penalty: 4512.141602
	Iteration 5Q: 3 clusters Score -1180151 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1180360.625000 Penalty: 4512.141602
	Iteration 6Q: 3 clusters Score -1180361 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1180541.000000 Penalty: 4512.141602
	Iteration 7Q: 3 clusters Score -1180541 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1180689.000000 Penalty: 4512.141602
	Iteration 8Q: 3 clusters Score -1180689 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1180840.875000 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -1180841 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1180984.625000 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -1180985 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1181090.750000 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -1181091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1181169.500000 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -1181170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1181232.875000 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -1181233 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1181286.250000 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -1181286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1181326.375000 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -1181326 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1181367.375000 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -1181367 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1181402.625000 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -1181403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1181437.875000 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -1181438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1181470.250000 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -1181470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1181502.750000 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -1181503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1181534.750000 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -1181535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1181559.750000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -1181560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1181590.375000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -1181590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1181615.500000 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -1181616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1181644.875000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -1181645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1181673.625000 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -1181674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1181710.625000 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -1181711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1181739.875000 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -1181740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1181775.500000 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -1181776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1181810.875000 Penalty: 4512.141602
	Iteration 30Q: 3 clusters Score -1181811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1181847.875000 Penalty: 4512.141602
	Iteration 31Q: 3 clusters Score -1181848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1181889.375000 Penalty: 4512.141602
	Iteration 32Q: 3 clusters Score -1181889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1181926.000000 Penalty: 4512.141602
	Iteration 33Q: 3 clusters Score -1181926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1181951.250000 Penalty: 4512.141602
	Iteration 34Q: 3 clusters Score -1181951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1181970.625000 Penalty: 4512.141602
	Iteration 35Q: 3 clusters Score -1181971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1181993.750000 Penalty: 4512.141602
	Iteration 36Q: 3 clusters Score -1181994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1182016.875000 Penalty: 4512.141602
	Iteration 37Q: 3 clusters Score -1182017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1182030.625000 Penalty: 4512.141602
	Iteration 38Q: 3 clusters Score -1182031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1182041.500000 Penalty: 4512.141602
	Iteration 39Q: 3 clusters Score -1182042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1182056.625000 Penalty: 4512.141602
	Iteration 40F: 3 clusters Score -1182057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1182066.375000 Penalty: 4512.141602
	Iteration 41Q: 3 clusters Score -1182066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1182076.375000 Penalty: 4512.141602
	Iteration 42Q: 3 clusters Score -1182076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1182085.625000 Penalty: 4512.141602
	Iteration 43Q: 3 clusters Score -1182086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1182090.000000 Penalty: 4512.141602
	Iteration 44Q: 3 clusters Score -1182090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1182093.125000 Penalty: 4512.141602
	Iteration 45Q: 3 clusters Score -1182093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1182096.750000 Penalty: 4512.141602
	Iteration 46Q: 3 clusters Score -1182097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1182098.375000 Penalty: 4512.141602
	Iteration 47Q: 3 clusters Score -1182098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1182101.625000 Penalty: 4512.141602
	Iteration 48Q: 3 clusters Score -1182102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1182101.000000 Penalty: 4512.141602
	Iteration 49Q: 3 clusters Score -1182101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1182101.000000 Penalty: 4512.141602
	Iteration 50Q: 3 clusters Score -1182101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1182100.875000 Penalty: 4512.141602
	Iteration 51Q: 3 clusters Score -1182101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1182105.250000 Penalty: 4512.141602
	Iteration 52Q: 3 clusters Score -1182105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1182104.750000 Penalty: 4512.141602
	Iteration 53Q: 3 clusters Score -1182105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1182104.750000 Penalty: 4512.141602
	Iteration 54F: 3 clusters Score -1182105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -552048.000000 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -552048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -547885.250000 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -547885.2 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -549141.625000 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -549141.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -549747.875000 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -549747.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -550283.375000 Penalty: 4177.749512
	Iteration 3F: 3 clusters Score -550283.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -550638.062500 Penalty: 4177.749512
	Iteration 4F: 3 clusters Score -550638.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -550865.000000 Penalty: 4177.749512
	Iteration 5F: 3 clusters Score -550865 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -550963.937500 Penalty: 4177.749512
	Iteration 6Q: 3 clusters Score -550963.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -551044.062500 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -551044.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551096.937500 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -551096.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -551138.312500 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -551138.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -551170.250000 Penalty: 4177.749512
	Iteration 10Q: 3 clusters Score -551170.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -551213.875000 Penalty: 4177.749512
	Iteration 11Q: 3 clusters Score -551213.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -551242.500000 Penalty: 4177.749512
	Iteration 12Q: 3 clusters Score -551242.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -551269.250000 Penalty: 4177.749512
	Iteration 13Q: 3 clusters Score -551269.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -551296.187500 Penalty: 4177.749512
	Iteration 14Q: 3 clusters Score -551296.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -551325.375000 Penalty: 4177.749512
	Iteration 15Q: 3 clusters Score -551325.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -551354.312500 Penalty: 4177.749512
	Iteration 16Q: 3 clusters Score -551354.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -551373.125000 Penalty: 4177.749512
	Iteration 17Q: 3 clusters Score -551373.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -551390.750000 Penalty: 4177.749512
	Iteration 18Q: 3 clusters Score -551390.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -551410.500000 Penalty: 4177.749512
	Iteration 19Q: 3 clusters Score -551410.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -551426.437500 Penalty: 4177.749512
	Iteration 20F: 3 clusters Score -551426.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -551464.500000 Penalty: 4177.749512
	Iteration 21Q: 3 clusters Score -551464.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -551502.937500 Penalty: 4177.749512
	Iteration 22Q: 3 clusters Score -551502.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -551550.687500 Penalty: 4177.749512
	Iteration 23Q: 3 clusters Score -551550.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -551586.562500 Penalty: 4177.749512
	Iteration 24Q: 3 clusters Score -551586.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -551615.687500 Penalty: 4177.749512
	Iteration 25Q: 3 clusters Score -551615.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -551645.187500 Penalty: 4177.749512
	Iteration 26Q: 3 clusters Score -551645.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -551663.062500 Penalty: 4177.749512
	Iteration 27Q: 3 clusters Score -551663.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -551678.000000 Penalty: 4177.749512
	Iteration 28Q: 3 clusters Score -551678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -551690.750000 Penalty: 4177.749512
	Iteration 29Q: 3 clusters Score -551690.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -551700.750000 Penalty: 4177.749512
	Iteration 30Q: 3 clusters Score -551700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -551705.937500 Penalty: 4177.749512
	Iteration 31Q: 3 clusters Score -551705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -551714.500000 Penalty: 4177.749512
	Iteration 32Q: 3 clusters Score -551714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -551719.062500 Penalty: 4177.749512
	Iteration 33Q: 3 clusters Score -551719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -551722.375000 Penalty: 4177.749512
	Iteration 34Q: 3 clusters Score -551722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -551723.312500 Penalty: 4177.749512
	Iteration 35Q: 3 clusters Score -551723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -551726.375000 Penalty: 4177.749512
	Iteration 36Q: 3 clusters Score -551726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -551730.062500 Penalty: 4177.749512
	Iteration 37Q: 3 clusters Score -551730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -551735.062500 Penalty: 4177.749512
	Iteration 38Q: 3 clusters Score -551735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -551741.062500 Penalty: 4177.749512
	Iteration 39Q: 3 clusters Score -551741.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -551747.062500 Penalty: 4177.749512
	Iteration 40F: 3 clusters Score -551747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -551751.687500 Penalty: 4177.749512
	Iteration 41Q: 3 clusters Score -551751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -551758.750000 Penalty: 4177.749512
	Iteration 42Q: 3 clusters Score -551758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -551765.312500 Penalty: 4177.749512
	Iteration 43Q: 3 clusters Score -551765.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -551771.562500 Penalty: 4177.749512
	Iteration 44Q: 3 clusters Score -551771.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -551783.437500 Penalty: 4177.749512
	Iteration 45Q: 3 clusters Score -551783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -551791.375000 Penalty: 4177.749512
	Iteration 46Q: 3 clusters Score -551791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -551804.000000 Penalty: 4177.749512
	Iteration 47Q: 3 clusters Score -551804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -551818.437500 Penalty: 4177.749512
	Iteration 48Q: 3 clusters Score -551818.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -551828.687500 Penalty: 4177.749512
	Iteration 49Q: 3 clusters Score -551828.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -551838.687500 Penalty: 4177.749512
	Iteration 50Q: 3 clusters Score -551838.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -551847.812500 Penalty: 4177.749512
	Iteration 51Q: 3 clusters Score -551847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -551859.687500 Penalty: 4177.749512
	Iteration 52Q: 3 clusters Score -551859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -551882.562500 Penalty: 4177.749512
	Iteration 53Q: 3 clusters Score -551882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -551900.562500 Penalty: 4177.749512
	Iteration 54Q: 3 clusters Score -551900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -551913.500000 Penalty: 4177.749512
	Iteration 55Q: 3 clusters Score -551913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -551922.000000 Penalty: 4177.749512
	Iteration 56Q: 3 clusters Score -551922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -551925.687500 Penalty: 4177.749512
	Iteration 57Q: 3 clusters Score -551925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -551930.750000 Penalty: 4177.749512
	Iteration 58Q: 3 clusters Score -551930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -551934.312500 Penalty: 4177.749512
	Iteration 59Q: 3 clusters Score -551934.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -551937.312500 Penalty: 4177.749512
	Iteration 60F: 3 clusters Score -551937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -551942.000000 Penalty: 4177.749512
	Iteration 61Q: 3 clusters Score -551942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -551946.812500 Penalty: 4177.749512
	Iteration 62Q: 3 clusters Score -551946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -551956.125000 Penalty: 4177.749512
	Iteration 63Q: 3 clusters Score -551956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -551962.437500 Penalty: 4177.749512
	Iteration 64Q: 3 clusters Score -551962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -551964.187500 Penalty: 4177.749512
	Iteration 65Q: 3 clusters Score -551964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -551966.125000 Penalty: 4177.749512
	Iteration 66Q: 3 clusters Score -551966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -551966.125000 Penalty: 4177.749512
	Iteration 67Q: 3 clusters Score -551966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -551966.125000 Penalty: 4177.749512
	Iteration 68F: 3 clusters Score -551966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -1791665.000000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -1791665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1781587.250000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -1781587 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1784852.500000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -1784852 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1785540.375000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -1785540 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1786323.500000 Penalty: 4728.010254
	Iteration 3F: 3 clusters Score -1786324 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1787095.250000 Penalty: 4728.010254
	Iteration 4F: 3 clusters Score -1787095 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1787827.000000 Penalty: 4728.010254
	Iteration 5F: 3 clusters Score -1787827 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1788453.000000 Penalty: 4728.010254
	Iteration 6F: 3 clusters Score -1788453 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1788924.500000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -1788924 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1789281.375000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -1789281 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1789616.125000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -1789616 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1789884.625000 Penalty: 4728.010254
	Iteration 10Q: 3 clusters Score -1789885 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1790095.000000 Penalty: 4728.010254
	Iteration 11Q: 3 clusters Score -1790095 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1790229.375000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -1790229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1790300.125000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -1790300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1790349.875000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -1790350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1790383.125000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -1790383 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1790397.250000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -1790397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1790418.625000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -1790419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1790434.500000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -1790434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1790447.875000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -1790448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1790455.500000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -1790456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1790452.000000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -1790452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1790454.500000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -1790454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1790453.625000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -1790454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1790457.250000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -1790457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1790457.500000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -1790458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1790458.500000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -1790458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1790458.250000 Penalty: 4728.010254
	Iteration 27Q: 3 clusters Score -1790458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1790462.875000 Penalty: 4728.010254
	Iteration 28Q: 3 clusters Score -1790463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1790461.375000 Penalty: 4728.010254
	Iteration 29Q: 3 clusters Score -1790461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1790464.750000 Penalty: 4728.010254
	Iteration 30Q: 3 clusters Score -1790465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1790462.125000 Penalty: 4728.010254
	Iteration 31Q: 3 clusters Score -1790462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1790462.500000 Penalty: 4728.010254
	Iteration 32Q: 3 clusters Score -1790462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1790463.500000 Penalty: 4728.010254
	Iteration 33Q: 3 clusters Score -1790464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1790465.875000 Penalty: 4728.010254
	Iteration 34Q: 3 clusters Score -1790466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1790468.500000 Penalty: 4728.010254
	Iteration 35Q: 3 clusters Score -1790468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1790466.250000 Penalty: 4728.010254
	Iteration 36Q: 3 clusters Score -1790466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1790470.375000 Penalty: 4728.010254
	Iteration 37Q: 3 clusters Score -1790470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1790471.625000 Penalty: 4728.010254
	Iteration 38Q: 3 clusters Score -1790472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1790471.625000 Penalty: 4728.010254
	Iteration 39F: 3 clusters Score -1790472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Entering Unmasked Estep 
Score: -2344599.750000 Penalty: 2421.042969
	Iteration 0F: 2 clusters Score -2344600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2332278.500000 Penalty: 4842.085938
	Iteration 0F: 3 clusters Score -2332278 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2336268.750000 Penalty: 4842.085938
	Iteration 1F: 3 clusters Score -2336269 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2336815.250000 Penalty: 4842.085938
	Iteration 2F: 3 clusters Score -2336815 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2337541.250000 Penalty: 4842.085938
	Iteration 3F: 3 clusters Score -2337541 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2338597.750000 Penalty: 4842.085938
	Iteration 4F: 3 clusters Score -2338598 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2340052.000000 Penalty: 4842.085938
	Iteration 5F: 3 clusters Score -2340052 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2341418.500000 Penalty: 4842.085938
	Iteration 6F: 3 clusters Score -2341418 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2342284.250000 Penalty: 4842.085938
	Iteration 7F: 3 clusters Score -2342284 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2342747.750000 Penalty: 4842.085938
	Iteration 8Q: 3 clusters Score -2342748 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2343041.000000 Penalty: 4842.085938
	Iteration 9Q: 3 clusters Score -2343041 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2343215.250000 Penalty: 4842.085938
	Iteration 10Q: 3 clusters Score -2343215 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2343303.500000 Penalty: 4842.085938
	Iteration 11Q: 3 clusters Score -2343304 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2343387.000000 Penalty: 4842.085938
	Iteration 12Q: 3 clusters Score -2343387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2343440.500000 Penalty: 4842.085938
	Iteration 13Q: 3 clusters Score -2343440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2343487.500000 Penalty: 4842.085938
	Iteration 14Q: 3 clusters Score -2343488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2343522.000000 Penalty: 4842.085938
	Iteration 15Q: 3 clusters Score -2343522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2343537.500000 Penalty: 4842.085938
	Iteration 16Q: 3 clusters Score -2343538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2343546.250000 Penalty: 4842.085938
	Iteration 17Q: 3 clusters Score -2343546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2343563.000000 Penalty: 4842.085938
	Iteration 18Q: 3 clusters Score -2343563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2343579.250000 Penalty: 4842.085938
	Iteration 19Q: 3 clusters Score -2343579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2343589.500000 Penalty: 4842.085938
	Iteration 20F: 3 clusters Score -2343590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2343602.250000 Penalty: 4842.085938
	Iteration 21Q: 3 clusters Score -2343602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2343600.000000 Penalty: 4842.085938
	Iteration 22Q: 3 clusters Score -2343600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2343602.250000 Penalty: 4842.085938
	Iteration 23Q: 3 clusters Score -2343602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2343603.250000 Penalty: 4842.085938
	Iteration 24Q: 3 clusters Score -2343603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2343608.750000 Penalty: 4842.085938
	Iteration 25Q: 3 clusters Score -2343609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2343612.500000 Penalty: 4842.085938
	Iteration 26Q: 3 clusters Score -2343612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2343612.250000 Penalty: 4842.085938
	Iteration 27Q: 3 clusters Score -2343612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2343617.500000 Penalty: 4842.085938
	Iteration 28Q: 3 clusters Score -2343618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2343620.250000 Penalty: 4842.085938
	Iteration 29Q: 3 clusters Score -2343620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2343624.750000 Penalty: 4842.085938
	Iteration 30Q: 3 clusters Score -2343625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2343630.000000 Penalty: 4842.085938
	Iteration 31Q: 3 clusters Score -2343630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2343633.750000 Penalty: 4842.085938
	Iteration 32Q: 3 clusters Score -2343634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2343633.250000 Penalty: 4842.085938
	Iteration 33Q: 3 clusters Score -2343633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2343638.750000 Penalty: 4842.085938
	Iteration 34Q: 3 clusters Score -2343639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2343646.000000 Penalty: 4842.085938
	Iteration 35Q: 3 clusters Score -2343646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2343648.250000 Penalty: 4842.085938
	Iteration 36Q: 3 clusters Score -2343648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2343648.500000 Penalty: 4842.085938
	Iteration 37Q: 3 clusters Score -2343648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2343654.500000 Penalty: 4842.085938
	Iteration 38Q: 3 clusters Score -2343654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2343653.500000 Penalty: 4842.085938
	Iteration 39Q: 3 clusters Score -2343654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2343653.750000 Penalty: 4842.085938
	Iteration 40F: 3 clusters Score -2343654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2343655.750000 Penalty: 4842.085938
	Iteration 41Q: 3 clusters Score -2343656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2343657.000000 Penalty: 4842.085938
	Iteration 42Q: 3 clusters Score -2343657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2343656.000000 Penalty: 4842.085938
	Iteration 43Q: 3 clusters Score -2343656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2343656.000000 Penalty: 4842.085938
	Iteration 44F: 3 clusters Score -2343656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Entering Unmasked Estep 
Score: -13767879.000000 Penalty: 2878.364014
	Iteration 0F: 2 clusters Score -1.376788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -13694336.000000 Penalty: 5756.728027
	Iteration 0F: 3 clusters Score -1.369434e+07 nChanged 52112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -13724263.000000 Penalty: 5756.728027
	Iteration 1F: 3 clusters Score -1.372426e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -13725273.000000 Penalty: 5756.728027
	Iteration 2Q: 3 clusters Score -1.372527e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -13726832.000000 Penalty: 5756.728027
	Iteration 3Q: 3 clusters Score -1.372683e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -13729069.000000 Penalty: 5756.728027
	Iteration 4Q: 3 clusters Score -1.372907e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -13732572.000000 Penalty: 5756.728027
	Iteration 5F: 3 clusters Score -1.373257e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -13738092.000000 Penalty: 5756.728027
	Iteration 6F: 3 clusters Score -1.373809e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -13745468.000000 Penalty: 5756.728027
	Iteration 7F: 3 clusters Score -1.374547e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -13753106.000000 Penalty: 5756.728027
	Iteration 8F: 3 clusters Score -1.375311e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -13758849.000000 Penalty: 5756.728027
	Iteration 9F: 3 clusters Score -1.375885e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 104581 members 
Entering Unmasked Estep 
Score: -13762223.000000 Penalty: 5756.728027
	Iteration 10Q: 3 clusters Score -1.376222e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -13763952.000000 Penalty: 5756.728027
	Iteration 11Q: 3 clusters Score -1.376395e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -13764611.000000 Penalty: 5756.728027
	Iteration 12Q: 3 clusters Score -1.376461e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -13765005.000000 Penalty: 5756.728027
	Iteration 13Q: 3 clusters Score -1.3765e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -13765225.000000 Penalty: 5756.728027
	Iteration 14Q: 3 clusters Score -1.376522e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13765368.000000 Penalty: 5756.728027
	Iteration 15Q: 3 clusters Score -1.376537e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -13765453.000000 Penalty: 5756.728027
	Iteration 16Q: 3 clusters Score -1.376545e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -13765542.000000 Penalty: 5756.728027
	Iteration 17Q: 3 clusters Score -1.376554e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -13765563.000000 Penalty: 5756.728027
	Iteration 18Q: 3 clusters Score -1.376556e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -13765636.000000 Penalty: 5756.728027
	Iteration 19Q: 3 clusters Score -1.376564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -13765656.000000 Penalty: 5756.728027
	Iteration 20F: 3 clusters Score -1.376566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -13765686.000000 Penalty: 5756.728027
	Iteration 21Q: 3 clusters Score -1.376569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -13765702.000000 Penalty: 5756.728027
	Iteration 22Q: 3 clusters Score -1.37657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13765717.000000 Penalty: 5756.728027
	Iteration 23Q: 3 clusters Score -1.376572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -13765729.000000 Penalty: 5756.728027
	Iteration 24Q: 3 clusters Score -1.376573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -13765734.000000 Penalty: 5756.728027
	Iteration 25Q: 3 clusters Score -1.376573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 108876 members 
Entering Unmasked Estep 
Score: -13765736.000000 Penalty: 5756.728027
	Iteration 26Q: 3 clusters Score -1.376574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -13765745.000000 Penalty: 5756.728027
	Iteration 27Q: 3 clusters Score -1.376574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -13765744.000000 Penalty: 5756.728027
	Iteration 28Q: 3 clusters Score -1.376574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -13765736.000000 Penalty: 5756.728027
	Iteration 29Q: 3 clusters Score -1.376574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -13765754.000000 Penalty: 5756.728027
	Iteration 30Q: 3 clusters Score -1.376575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -13765745.000000 Penalty: 5756.728027
	Iteration 31Q: 3 clusters Score -1.376574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -13765747.000000 Penalty: 5756.728027
	Iteration 32Q: 3 clusters Score -1.376575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -13765766.000000 Penalty: 5756.728027
	Iteration 33Q: 3 clusters Score -1.376577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -13765776.000000 Penalty: 5756.728027
	Iteration 34Q: 3 clusters Score -1.376578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -13765786.000000 Penalty: 5756.728027
	Iteration 35Q: 3 clusters Score -1.376579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -13765796.000000 Penalty: 5756.728027
	Iteration 36Q: 3 clusters Score -1.37658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -13765804.000000 Penalty: 5756.728027
	Iteration 37Q: 3 clusters Score -1.37658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -13765809.000000 Penalty: 5756.728027
	Iteration 38Q: 3 clusters Score -1.376581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -13765818.000000 Penalty: 5756.728027
	Iteration 39Q: 3 clusters Score -1.376582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -13765818.000000 Penalty: 5756.728027
	Iteration 40F: 3 clusters Score -1.376582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -13765822.000000 Penalty: 5756.728027
	Iteration 41Q: 3 clusters Score -1.376582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -13765811.000000 Penalty: 5756.728027
	Iteration 42Q: 3 clusters Score -1.376581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -13765814.000000 Penalty: 5756.728027
	Iteration 43Q: 3 clusters Score -1.376581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -13765814.000000 Penalty: 5756.728027
	Iteration 44Q: 3 clusters Score -1.376581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -13765823.000000 Penalty: 5756.728027
	Iteration 45Q: 3 clusters Score -1.376582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -13765822.000000 Penalty: 5756.728027
	Iteration 46Q: 3 clusters Score -1.376582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -13765818.000000 Penalty: 5756.728027
	Iteration 47Q: 3 clusters Score -1.376582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -13765819.000000 Penalty: 5756.728027
	Iteration 48Q: 3 clusters Score -1.376582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -13765824.000000 Penalty: 5756.728027
	Iteration 49Q: 3 clusters Score -1.376582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -13765821.000000 Penalty: 5756.728027
	Iteration 50Q: 3 clusters Score -1.376582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -13765825.000000 Penalty: 5756.728027
	Iteration 51Q: 3 clusters Score -1.376582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -13765825.000000 Penalty: 5756.728027
	Iteration 52F: 3 clusters Score -1.376582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -396829.562500 Penalty: 1997.364014
	Iteration 0F: 2 clusters Score -396829.6 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 1559 members 
Entering Unmasked Estep 
Score: -393493.125000 Penalty: 3994.728027
	Iteration 0F: 3 clusters Score -393493.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394269.625000 Penalty: 3994.728027
	Iteration 1F: 3 clusters Score -394269.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -394453.812500 Penalty: 3994.728027
	Iteration 2F: 3 clusters Score -394453.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -394568.812500 Penalty: 3994.728027
	Iteration 3F: 3 clusters Score -394568.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -394646.750000 Penalty: 3994.728027
	Iteration 4Q: 3 clusters Score -394646.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -394737.468750 Penalty: 3994.728027
	Iteration 5Q: 3 clusters Score -394737.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -394829.875000 Penalty: 3994.728027
	Iteration 6Q: 3 clusters Score -394829.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -394937.625000 Penalty: 3994.728027
	Iteration 7Q: 3 clusters Score -394937.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -395072.000000 Penalty: 3994.728027
	Iteration 8Q: 3 clusters Score -395072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -395302.437500 Penalty: 3994.728027
	Iteration 9Q: 3 clusters Score -395302.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -395586.718750 Penalty: 3994.728027
	Iteration 10F: 3 clusters Score -395586.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -395805.187500 Penalty: 3994.728027
	Iteration 11Q: 3 clusters Score -395805.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -395914.281250 Penalty: 3994.728027
	Iteration 12Q: 3 clusters Score -395914.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -396001.250000 Penalty: 3994.728027
	Iteration 13Q: 3 clusters Score -396001.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -396062.187500 Penalty: 3994.728027
	Iteration 14Q: 3 clusters Score -396062.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -396088.625000 Penalty: 3994.728027
	Iteration 15Q: 3 clusters Score -396088.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -396103.250000 Penalty: 3994.728027
	Iteration 16Q: 3 clusters Score -396103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -396116.250000 Penalty: 3994.728027
	Iteration 17Q: 3 clusters Score -396116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -396125.687500 Penalty: 3994.728027
	Iteration 18Q: 3 clusters Score -396125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -396130.031250 Penalty: 3994.728027
	Iteration 19Q: 3 clusters Score -396130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -396134.218750 Penalty: 3994.728027
	Iteration 20F: 3 clusters Score -396134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -396136.843750 Penalty: 3994.728027
	Iteration 21Q: 3 clusters Score -396136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -396138.687500 Penalty: 3994.728027
	Iteration 22Q: 3 clusters Score -396138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -396138.218750 Penalty: 3994.728027
	Iteration 23Q: 3 clusters Score -396138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -396138.218750 Penalty: 3994.728027
	Iteration 24F: 3 clusters Score -396138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2055449.500000 Penalty: 2388.542480
	Iteration 0F: 2 clusters Score -2055450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2044548.500000 Penalty: 4777.084961
	Iteration 0F: 3 clusters Score -2044548 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2048168.500000 Penalty: 4777.084961
	Iteration 1F: 3 clusters Score -2048168 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2048702.625000 Penalty: 4777.084961
	Iteration 2F: 3 clusters Score -2048703 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2049314.375000 Penalty: 4777.084961
	Iteration 3F: 3 clusters Score -2049314 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2049908.250000 Penalty: 4777.084961
	Iteration 4F: 3 clusters Score -2049908 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2050482.125000 Penalty: 4777.084961
	Iteration 5F: 3 clusters Score -2050482 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2050952.875000 Penalty: 4777.084961
	Iteration 6F: 3 clusters Score -2050953 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2051289.000000 Penalty: 4777.084961
	Iteration 7Q: 3 clusters Score -2051289 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2051524.875000 Penalty: 4777.084961
	Iteration 8Q: 3 clusters Score -2051525 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2051707.625000 Penalty: 4777.084961
	Iteration 9Q: 3 clusters Score -2051708 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2051846.125000 Penalty: 4777.084961
	Iteration 10Q: 3 clusters Score -2051846 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2051966.250000 Penalty: 4777.084961
	Iteration 11Q: 3 clusters Score -2051966 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2052060.000000 Penalty: 4777.084961
	Iteration 12Q: 3 clusters Score -2052060 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2052136.875000 Penalty: 4777.084961
	Iteration 13Q: 3 clusters Score -2052137 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2052213.125000 Penalty: 4777.084961
	Iteration 14Q: 3 clusters Score -2052213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2052288.875000 Penalty: 4777.084961
	Iteration 15Q: 3 clusters Score -2052289 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2052377.375000 Penalty: 4777.084961
	Iteration 16Q: 3 clusters Score -2052377 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2052458.375000 Penalty: 4777.084961
	Iteration 17Q: 3 clusters Score -2052458 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2052539.750000 Penalty: 4777.084961
	Iteration 18Q: 3 clusters Score -2052540 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2052610.625000 Penalty: 4777.084961
	Iteration 19Q: 3 clusters Score -2052611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2052680.500000 Penalty: 4777.084961
	Iteration 20F: 3 clusters Score -2052680 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2052735.000000 Penalty: 4777.084961
	Iteration 21Q: 3 clusters Score -2052735 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2052791.625000 Penalty: 4777.084961
	Iteration 22Q: 3 clusters Score -2052792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2052836.375000 Penalty: 4777.084961
	Iteration 23Q: 3 clusters Score -2052836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2052873.875000 Penalty: 4777.084961
	Iteration 24Q: 3 clusters Score -2052874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2052917.875000 Penalty: 4777.084961
	Iteration 25Q: 3 clusters Score -2052918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2052942.125000 Penalty: 4777.084961
	Iteration 26Q: 3 clusters Score -2052942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2052980.875000 Penalty: 4777.084961
	Iteration 27Q: 3 clusters Score -2052981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2053009.000000 Penalty: 4777.084961
	Iteration 28Q: 3 clusters Score -2053009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2053046.625000 Penalty: 4777.084961
	Iteration 29Q: 3 clusters Score -2053047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2053084.000000 Penalty: 4777.084961
	Iteration 30Q: 3 clusters Score -2053084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2053138.875000 Penalty: 4777.084961
	Iteration 31Q: 3 clusters Score -2053139 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2053196.500000 Penalty: 4777.084961
	Iteration 32Q: 3 clusters Score -2053196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2053254.375000 Penalty: 4777.084961
	Iteration 33Q: 3 clusters Score -2053254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2053312.250000 Penalty: 4777.084961
	Iteration 34Q: 3 clusters Score -2053312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2053387.875000 Penalty: 4777.084961
	Iteration 35Q: 3 clusters Score -2053388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2053458.625000 Penalty: 4777.084961
	Iteration 36Q: 3 clusters Score -2053459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2053527.250000 Penalty: 4777.084961
	Iteration 37Q: 3 clusters Score -2053527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2053594.750000 Penalty: 4777.084961
	Iteration 38Q: 3 clusters Score -2053595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2053649.500000 Penalty: 4777.084961
	Iteration 39Q: 3 clusters Score -2053650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2053705.750000 Penalty: 4777.084961
	Iteration 40F: 3 clusters Score -2053706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2053747.125000 Penalty: 4777.084961
	Iteration 41Q: 3 clusters Score -2053747 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2053786.375000 Penalty: 4777.084961
	Iteration 42Q: 3 clusters Score -2053786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2053816.250000 Penalty: 4777.084961
	Iteration 43Q: 3 clusters Score -2053816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2053845.750000 Penalty: 4777.084961
	Iteration 44Q: 3 clusters Score -2053846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2053883.125000 Penalty: 4777.084961
	Iteration 45Q: 3 clusters Score -2053883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2053901.125000 Penalty: 4777.084961
	Iteration 46Q: 3 clusters Score -2053901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2053912.250000 Penalty: 4777.084961
	Iteration 47Q: 3 clusters Score -2053912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2053934.250000 Penalty: 4777.084961
	Iteration 48Q: 3 clusters Score -2053934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2053948.375000 Penalty: 4777.084961
	Iteration 49Q: 3 clusters Score -2053948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2053958.750000 Penalty: 4777.084961
	Iteration 50Q: 3 clusters Score -2053959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2053966.125000 Penalty: 4777.084961
	Iteration 51Q: 3 clusters Score -2053966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2053980.750000 Penalty: 4777.084961
	Iteration 52Q: 3 clusters Score -2053981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2053991.625000 Penalty: 4777.084961
	Iteration 53Q: 3 clusters Score -2053992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2053999.875000 Penalty: 4777.084961
	Iteration 54Q: 3 clusters Score -2054000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2054013.125000 Penalty: 4777.084961
	Iteration 55Q: 3 clusters Score -2054013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2054024.250000 Penalty: 4777.084961
	Iteration 56Q: 3 clusters Score -2054024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2054029.250000 Penalty: 4777.084961
	Iteration 57Q: 3 clusters Score -2054029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2054031.875000 Penalty: 4777.084961
	Iteration 58Q: 3 clusters Score -2054032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2054033.375000 Penalty: 4777.084961
	Iteration 59Q: 3 clusters Score -2054033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2054034.625000 Penalty: 4777.084961
	Iteration 60F: 3 clusters Score -2054035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2054034.625000 Penalty: 4777.084961
	Iteration 61Q: 3 clusters Score -2054035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2054032.875000 Penalty: 4777.084961
	Iteration 62Q: 3 clusters Score -2054033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2054035.500000 Penalty: 4777.084961
	Iteration 63Q: 3 clusters Score -2054036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2054035.875000 Penalty: 4777.084961
	Iteration 64Q: 3 clusters Score -2054036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2054035.875000 Penalty: 4777.084961
	Iteration 65F: 3 clusters Score -2054036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Entering Unmasked Estep 
Score: -14663499.000000 Penalty: 2881.631348
	Iteration 0F: 2 clusters Score -1.46635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -14589615.000000 Penalty: 5763.262695
	Iteration 0F: 3 clusters Score -1.458962e+07 nChanged 52581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -14620487.000000 Penalty: 5763.262695
	Iteration 1F: 3 clusters Score -1.462049e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -14622440.000000 Penalty: 5763.262695
	Iteration 2Q: 3 clusters Score -1.462244e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -14625592.000000 Penalty: 5763.262695
	Iteration 3F: 3 clusters Score -1.462559e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -14630074.000000 Penalty: 5763.262695
	Iteration 4F: 3 clusters Score -1.463007e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -14634939.000000 Penalty: 5763.262695
	Iteration 5F: 3 clusters Score -1.463494e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -14639177.000000 Penalty: 5763.262695
	Iteration 6F: 3 clusters Score -1.463918e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -14642269.000000 Penalty: 5763.262695
	Iteration 7F: 3 clusters Score -1.464227e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -14644548.000000 Penalty: 5763.262695
	Iteration 8Q: 3 clusters Score -1.464455e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -14646767.000000 Penalty: 5763.262695
	Iteration 9Q: 3 clusters Score -1.464677e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -14649703.000000 Penalty: 5763.262695
	Iteration 10Q: 3 clusters Score -1.46497e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -14652890.000000 Penalty: 5763.262695
	Iteration 11Q: 3 clusters Score -1.465289e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -14655743.000000 Penalty: 5763.262695
	Iteration 12Q: 3 clusters Score -1.465574e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -14657560.000000 Penalty: 5763.262695
	Iteration 13Q: 3 clusters Score -1.465756e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -14658544.000000 Penalty: 5763.262695
	Iteration 14Q: 3 clusters Score -1.465854e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -14659207.000000 Penalty: 5763.262695
	Iteration 15Q: 3 clusters Score -1.465921e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -14659503.000000 Penalty: 5763.262695
	Iteration 16Q: 3 clusters Score -1.46595e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -14659779.000000 Penalty: 5763.262695
	Iteration 17Q: 3 clusters Score -1.465978e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -14659953.000000 Penalty: 5763.262695
	Iteration 18Q: 3 clusters Score -1.465995e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -14660025.000000 Penalty: 5763.262695
	Iteration 19Q: 3 clusters Score -1.466002e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -14660096.000000 Penalty: 5763.262695
	Iteration 20F: 3 clusters Score -1.46601e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -14660151.000000 Penalty: 5763.262695
	Iteration 21Q: 3 clusters Score -1.466015e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -14660210.000000 Penalty: 5763.262695
	Iteration 22Q: 3 clusters Score -1.466021e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -14660259.000000 Penalty: 5763.262695
	Iteration 23Q: 3 clusters Score -1.466026e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -14660316.000000 Penalty: 5763.262695
	Iteration 24Q: 3 clusters Score -1.466032e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -14660337.000000 Penalty: 5763.262695
	Iteration 25Q: 3 clusters Score -1.466034e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -14660363.000000 Penalty: 5763.262695
	Iteration 26Q: 3 clusters Score -1.466036e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -14660355.000000 Penalty: 5763.262695
	Iteration 27Q: 3 clusters Score -1.466036e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -14660343.000000 Penalty: 5763.262695
	Iteration 28Q: 3 clusters Score -1.466034e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -14660348.000000 Penalty: 5763.262695
	Iteration 29Q: 3 clusters Score -1.466035e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -14660362.000000 Penalty: 5763.262695
	Iteration 30Q: 3 clusters Score -1.466036e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -14660386.000000 Penalty: 5763.262695
	Iteration 31Q: 3 clusters Score -1.466039e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -14660404.000000 Penalty: 5763.262695
	Iteration 32Q: 3 clusters Score -1.46604e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -14660419.000000 Penalty: 5763.262695
	Iteration 33Q: 3 clusters Score -1.466042e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -14660423.000000 Penalty: 5763.262695
	Iteration 34Q: 3 clusters Score -1.466042e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -14660462.000000 Penalty: 5763.262695
	Iteration 35Q: 3 clusters Score -1.466046e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -14660491.000000 Penalty: 5763.262695
	Iteration 36Q: 3 clusters Score -1.466049e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -14660508.000000 Penalty: 5763.262695
	Iteration 37Q: 3 clusters Score -1.466051e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -14660495.000000 Penalty: 5763.262695
	Iteration 38Q: 3 clusters Score -1.46605e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -14660487.000000 Penalty: 5763.262695
	Iteration 39Q: 3 clusters Score -1.466049e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -14660553.000000 Penalty: 5763.262695
	Iteration 40F: 3 clusters Score -1.466055e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -14660561.000000 Penalty: 5763.262695
	Iteration 41Q: 3 clusters Score -1.466056e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -14660604.000000 Penalty: 5763.262695
	Iteration 42Q: 3 clusters Score -1.46606e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -14660628.000000 Penalty: 5763.262695
	Iteration 43Q: 3 clusters Score -1.466063e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -14660664.000000 Penalty: 5763.262695
	Iteration 44Q: 3 clusters Score -1.466066e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -14660652.000000 Penalty: 5763.262695
	Iteration 45Q: 3 clusters Score -1.466065e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -14660670.000000 Penalty: 5763.262695
	Iteration 46Q: 3 clusters Score -1.466067e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -14660701.000000 Penalty: 5763.262695
	Iteration 47Q: 3 clusters Score -1.46607e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -14660668.000000 Penalty: 5763.262695
	Iteration 48Q: 3 clusters Score -1.466067e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -14660701.000000 Penalty: 5763.262695
	Iteration 49Q: 3 clusters Score -1.46607e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -14660718.000000 Penalty: 5763.262695
	Iteration 50Q: 3 clusters Score -1.466072e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -14660721.000000 Penalty: 5763.262695
	Iteration 51Q: 3 clusters Score -1.466072e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -14660768.000000 Penalty: 5763.262695
	Iteration 52Q: 3 clusters Score -1.466077e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -14660822.000000 Penalty: 5763.262695
	Iteration 53Q: 3 clusters Score -1.466082e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -14660826.000000 Penalty: 5763.262695
	Iteration 54Q: 3 clusters Score -1.466083e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -14660825.000000 Penalty: 5763.262695
	Iteration 55Q: 3 clusters Score -1.466082e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -14660842.000000 Penalty: 5763.262695
	Iteration 56Q: 3 clusters Score -1.466084e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -14660870.000000 Penalty: 5763.262695
	Iteration 57Q: 3 clusters Score -1.466087e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -14660853.000000 Penalty: 5763.262695
	Iteration 58Q: 3 clusters Score -1.466085e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -14660898.000000 Penalty: 5763.262695
	Iteration 59Q: 3 clusters Score -1.46609e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -14660867.000000 Penalty: 5763.262695
	Iteration 60F: 3 clusters Score -1.466087e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -14660876.000000 Penalty: 5763.262695
	Iteration 61Q: 3 clusters Score -1.466088e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -14660876.000000 Penalty: 5763.262695
	Iteration 62Q: 3 clusters Score -1.466088e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -14660902.000000 Penalty: 5763.262695
	Iteration 63Q: 3 clusters Score -1.46609e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -14660898.000000 Penalty: 5763.262695
	Iteration 64Q: 3 clusters Score -1.46609e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -14660920.000000 Penalty: 5763.262695
	Iteration 65Q: 3 clusters Score -1.466092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -14660927.000000 Penalty: 5763.262695
	Iteration 66Q: 3 clusters Score -1.466093e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -14660906.000000 Penalty: 5763.262695
	Iteration 67Q: 3 clusters Score -1.466091e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -14660919.000000 Penalty: 5763.262695
	Iteration 68Q: 3 clusters Score -1.466092e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -14660955.000000 Penalty: 5763.262695
	Iteration 69Q: 3 clusters Score -1.466096e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -14660945.000000 Penalty: 5763.262695
	Iteration 70Q: 3 clusters Score -1.466094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -14660940.000000 Penalty: 5763.262695
	Iteration 71Q: 3 clusters Score -1.466094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -14660942.000000 Penalty: 5763.262695
	Iteration 72Q: 3 clusters Score -1.466094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -14660950.000000 Penalty: 5763.262695
	Iteration 73Q: 3 clusters Score -1.466095e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -14660963.000000 Penalty: 5763.262695
	Iteration 74Q: 3 clusters Score -1.466096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -14660969.000000 Penalty: 5763.262695
	Iteration 75Q: 3 clusters Score -1.466097e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -14660982.000000 Penalty: 5763.262695
	Iteration 76Q: 3 clusters Score -1.466098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -14660991.000000 Penalty: 5763.262695
	Iteration 77Q: 3 clusters Score -1.466099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -14660990.000000 Penalty: 5763.262695
	Iteration 78Q: 3 clusters Score -1.466099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -14660994.000000 Penalty: 5763.262695
	Iteration 79Q: 3 clusters Score -1.466099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -14661001.000000 Penalty: 5763.262695
	Iteration 80F: 3 clusters Score -1.4661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -14661019.000000 Penalty: 5763.262695
	Iteration 81Q: 3 clusters Score -1.466102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -14661024.000000 Penalty: 5763.262695
	Iteration 82Q: 3 clusters Score -1.466102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -14661046.000000 Penalty: 5763.262695
	Iteration 83Q: 3 clusters Score -1.466105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -14661030.000000 Penalty: 5763.262695
	Iteration 84Q: 3 clusters Score -1.466103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -14661040.000000 Penalty: 5763.262695
	Iteration 85Q: 3 clusters Score -1.466104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -14661047.000000 Penalty: 5763.262695
	Iteration 86Q: 3 clusters Score -1.466105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -14661031.000000 Penalty: 5763.262695
	Iteration 87Q: 3 clusters Score -1.466103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -14661036.000000 Penalty: 5763.262695
	Iteration 88Q: 3 clusters Score -1.466104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -14661030.000000 Penalty: 5763.262695
	Iteration 89Q: 3 clusters Score -1.466103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -14661014.000000 Penalty: 5763.262695
	Iteration 90Q: 3 clusters Score -1.466101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -14661028.000000 Penalty: 5763.262695
	Iteration 91Q: 3 clusters Score -1.466103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -14661037.000000 Penalty: 5763.262695
	Iteration 92Q: 3 clusters Score -1.466104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -14661045.000000 Penalty: 5763.262695
	Iteration 93Q: 3 clusters Score -1.466104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -14661033.000000 Penalty: 5763.262695
	Iteration 94Q: 3 clusters Score -1.466103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -14661026.000000 Penalty: 5763.262695
	Iteration 95Q: 3 clusters Score -1.466103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -14661017.000000 Penalty: 5763.262695
	Iteration 96Q: 3 clusters Score -1.466102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -14661017.000000 Penalty: 5763.262695
	Iteration 97Q: 3 clusters Score -1.466102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -14661028.000000 Penalty: 5763.262695
	Iteration 98Q: 3 clusters Score -1.466103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -14661020.000000 Penalty: 5763.262695
	Iteration 99Q: 3 clusters Score -1.466102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -14661028.000000 Penalty: 5763.262695
	Iteration 100F: 3 clusters Score -1.466103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -14661020.000000 Penalty: 5763.262695
	Iteration 101Q: 3 clusters Score -1.466102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -14661012.000000 Penalty: 5763.262695
	Iteration 102Q: 3 clusters Score -1.466101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -14661023.000000 Penalty: 5763.262695
	Iteration 103Q: 3 clusters Score -1.466102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -14661008.000000 Penalty: 5763.262695
	Iteration 104Q: 3 clusters Score -1.466101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -14661006.000000 Penalty: 5763.262695
	Iteration 105Q: 3 clusters Score -1.466101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -14661013.000000 Penalty: 5763.262695
	Iteration 106Q: 3 clusters Score -1.466101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -14661036.000000 Penalty: 5763.262695
	Iteration 107Q: 3 clusters Score -1.466104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -14661027.000000 Penalty: 5763.262695
	Iteration 108Q: 3 clusters Score -1.466103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -14661031.000000 Penalty: 5763.262695
	Iteration 109Q: 3 clusters Score -1.466103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -14661029.000000 Penalty: 5763.262695
	Iteration 110Q: 3 clusters Score -1.466103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -14661026.000000 Penalty: 5763.262695
	Iteration 111Q: 3 clusters Score -1.466103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -14661020.000000 Penalty: 5763.262695
	Iteration 112Q: 3 clusters Score -1.466102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -14661013.000000 Penalty: 5763.262695
	Iteration 113Q: 3 clusters Score -1.466101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -14661025.000000 Penalty: 5763.262695
	Iteration 114Q: 3 clusters Score -1.466102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -14661022.000000 Penalty: 5763.262695
	Iteration 115Q: 3 clusters Score -1.466102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -14661022.000000 Penalty: 5763.262695
	Iteration 116F: 3 clusters Score -1.466102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Entering Unmasked Estep 
Score: -1717438.625000 Penalty: 2367.591797
	Iteration 0F: 2 clusters Score -1717439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1707240.625000 Penalty: 4735.183594
	Iteration 0F: 3 clusters Score -1707241 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1711172.875000 Penalty: 4735.183594
	Iteration 1F: 3 clusters Score -1711173 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1712207.125000 Penalty: 4735.183594
	Iteration 2F: 3 clusters Score -1712207 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1713218.375000 Penalty: 4735.183594
	Iteration 3F: 3 clusters Score -1713218 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1714170.375000 Penalty: 4735.183594
	Iteration 4F: 3 clusters Score -1714170 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1714881.750000 Penalty: 4735.183594
	Iteration 5F: 3 clusters Score -1714882 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1715311.250000 Penalty: 4735.183594
	Iteration 6F: 3 clusters Score -1715311 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1715554.625000 Penalty: 4735.183594
	Iteration 7Q: 3 clusters Score -1715555 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1715688.000000 Penalty: 4735.183594
	Iteration 8Q: 3 clusters Score -1715688 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1715770.625000 Penalty: 4735.183594
	Iteration 9Q: 3 clusters Score -1715771 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1715832.250000 Penalty: 4735.183594
	Iteration 10Q: 3 clusters Score -1715832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1715864.125000 Penalty: 4735.183594
	Iteration 11Q: 3 clusters Score -1715864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1715890.375000 Penalty: 4735.183594
	Iteration 12Q: 3 clusters Score -1715890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1715924.125000 Penalty: 4735.183594
	Iteration 13Q: 3 clusters Score -1715924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1715942.000000 Penalty: 4735.183594
	Iteration 14Q: 3 clusters Score -1715942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1715968.500000 Penalty: 4735.183594
	Iteration 15Q: 3 clusters Score -1715968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1715979.375000 Penalty: 4735.183594
	Iteration 16Q: 3 clusters Score -1715979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1716003.625000 Penalty: 4735.183594
	Iteration 17Q: 3 clusters Score -1716004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1716022.500000 Penalty: 4735.183594
	Iteration 18Q: 3 clusters Score -1716022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1716047.750000 Penalty: 4735.183594
	Iteration 19Q: 3 clusters Score -1716048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1716073.625000 Penalty: 4735.183594
	Iteration 20F: 3 clusters Score -1716074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1716094.000000 Penalty: 4735.183594
	Iteration 21Q: 3 clusters Score -1716094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1716109.750000 Penalty: 4735.183594
	Iteration 22Q: 3 clusters Score -1716110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1716133.625000 Penalty: 4735.183594
	Iteration 23Q: 3 clusters Score -1716134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1716155.250000 Penalty: 4735.183594
	Iteration 24Q: 3 clusters Score -1716155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1716171.625000 Penalty: 4735.183594
	Iteration 25Q: 3 clusters Score -1716172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1716190.625000 Penalty: 4735.183594
	Iteration 26Q: 3 clusters Score -1716191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1716205.875000 Penalty: 4735.183594
	Iteration 27Q: 3 clusters Score -1716206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1716216.625000 Penalty: 4735.183594
	Iteration 28Q: 3 clusters Score -1716217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1716225.500000 Penalty: 4735.183594
	Iteration 29Q: 3 clusters Score -1716226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1716229.000000 Penalty: 4735.183594
	Iteration 30Q: 3 clusters Score -1716229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1716239.625000 Penalty: 4735.183594
	Iteration 31Q: 3 clusters Score -1716240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1716239.375000 Penalty: 4735.183594
	Iteration 32Q: 3 clusters Score -1716239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1716244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1716245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1716254.000000 Penalty: 4735.183594
	Iteration 35Q: 3 clusters Score -1716254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1716259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1716262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1716266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1716269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1716274.875000 Penalty: 4735.183594
	Iteration 40F: 3 clusters Score -1716275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1716286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1716288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1716295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1716310.875000 Penalty: 4735.183594
	Iteration 44Q: 3 clusters Score -1716311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1716324.375000 Penalty: 4735.183594
	Iteration 45Q: 3 clusters Score -1716324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1716339.875000 Penalty: 4735.183594
	Iteration 46Q: 3 clusters Score -1716340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1716363.000000 Penalty: 4735.183594
	Iteration 47Q: 3 clusters Score -1716363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1716390.375000 Penalty: 4735.183594
	Iteration 48Q: 3 clusters Score -1716390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1716412.375000 Penalty: 4735.183594
	Iteration 49Q: 3 clusters Score -1716412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1716437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1716450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1716463.500000 Penalty: 4735.183594
	Iteration 52Q: 3 clusters Score -1716464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1716483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1716499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1716510.125000 Penalty: 4735.183594
	Iteration 55Q: 3 clusters Score -1716510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1716527.375000 Penalty: 4735.183594
	Iteration 56Q: 3 clusters Score -1716527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1716531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1716535.250000 Penalty: 4735.183594
	Iteration 58Q: 3 clusters Score -1716535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1716539.000000 Penalty: 4735.183594
	Iteration 59Q: 3 clusters Score -1716539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1716544.375000 Penalty: 4735.183594
	Iteration 60F: 3 clusters Score -1716544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1716551.000000 Penalty: 4735.183594
	Iteration 61Q: 3 clusters Score -1716551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1716562.250000 Penalty: 4735.183594
	Iteration 62Q: 3 clusters Score -1716562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1716563.500000 Penalty: 4735.183594
	Iteration 63Q: 3 clusters Score -1716564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1716571.000000 Penalty: 4735.183594
	Iteration 64Q: 3 clusters Score -1716571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1716573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1716576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1716582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1716584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1716578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1716577.500000 Penalty: 4735.183594
	Iteration 70Q: 3 clusters Score -1716578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1716574.750000 Penalty: 4735.183594
	Iteration 71Q: 3 clusters Score -1716575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1716574.750000 Penalty: 4735.183594
	Iteration 72Q: 3 clusters Score -1716575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1716578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1716578.875000 Penalty: 4735.183594
	Iteration 74Q: 3 clusters Score -1716579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1716585.625000 Penalty: 4735.183594
	Iteration 75Q: 3 clusters Score -1716586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1716592.500000 Penalty: 4735.183594
	Iteration 76Q: 3 clusters Score -1716592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1716593.750000 Penalty: 4735.183594
	Iteration 77Q: 3 clusters Score -1716594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1716598.500000 Penalty: 4735.183594
	Iteration 78Q: 3 clusters Score -1716598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1716605.125000 Penalty: 4735.183594
	Iteration 79Q: 3 clusters Score -1716605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1716603.250000 Penalty: 4735.183594
	Iteration 80F: 3 clusters Score -1716603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1716610.750000 Penalty: 4735.183594
	Iteration 81Q: 3 clusters Score -1716611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1716615.000000 Penalty: 4735.183594
	Iteration 82Q: 3 clusters Score -1716615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1716618.000000 Penalty: 4735.183594
	Iteration 83Q: 3 clusters Score -1716618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1716615.250000 Penalty: 4735.183594
	Iteration 84Q: 3 clusters Score -1716615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1716623.875000 Penalty: 4735.183594
	Iteration 85Q: 3 clusters Score -1716624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1716630.000000 Penalty: 4735.183594
	Iteration 86Q: 3 clusters Score -1716630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1716630.500000 Penalty: 4735.183594
	Iteration 87Q: 3 clusters Score -1716630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1716631.500000 Penalty: 4735.183594
	Iteration 88Q: 3 clusters Score -1716632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1716632.125000 Penalty: 4735.183594
	Iteration 89Q: 3 clusters Score -1716632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1716634.375000 Penalty: 4735.183594
	Iteration 90Q: 3 clusters Score -1716634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1716637.250000 Penalty: 4735.183594
	Iteration 91Q: 3 clusters Score -1716637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1716638.125000 Penalty: 4735.183594
	Iteration 92Q: 3 clusters Score -1716638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1716642.125000 Penalty: 4735.183594
	Iteration 93Q: 3 clusters Score -1716642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1716647.000000 Penalty: 4735.183594
	Iteration 94Q: 3 clusters Score -1716647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1716657.750000 Penalty: 4735.183594
	Iteration 95Q: 3 clusters Score -1716658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1716659.250000 Penalty: 4735.183594
	Iteration 96Q: 3 clusters Score -1716659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1716664.500000 Penalty: 4735.183594
	Iteration 97Q: 3 clusters Score -1716664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1716665.500000 Penalty: 4735.183594
	Iteration 98Q: 3 clusters Score -1716666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1716665.250000 Penalty: 4735.183594
	Iteration 99Q: 3 clusters Score -1716665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1716666.625000 Penalty: 4735.183594
	Iteration 100F: 3 clusters Score -1716667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1716667.250000 Penalty: 4735.183594
	Iteration 101Q: 3 clusters Score -1716667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1716668.125000 Penalty: 4735.183594
	Iteration 102Q: 3 clusters Score -1716668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1716672.500000 Penalty: 4735.183594
	Iteration 103Q: 3 clusters Score -1716672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1716672.000000 Penalty: 4735.183594
	Iteration 104Q: 3 clusters Score -1716672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1716670.250000 Penalty: 4735.183594
	Iteration 105Q: 3 clusters Score -1716670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1716670.375000 Penalty: 4735.183594
	Iteration 106Q: 3 clusters Score -1716670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1716678.375000 Penalty: 4735.183594
	Iteration 107Q: 3 clusters Score -1716678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1716683.250000 Penalty: 4735.183594
	Iteration 108Q: 3 clusters Score -1716683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1716678.500000 Penalty: 4735.183594
	Iteration 109Q: 3 clusters Score -1716678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1716678.500000 Penalty: 4735.183594
	Iteration 110Q: 3 clusters Score -1716678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1716679.750000 Penalty: 4735.183594
	Iteration 111Q: 3 clusters Score -1716680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1716678.750000 Penalty: 4735.183594
	Iteration 112Q: 3 clusters Score -1716679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1716679.250000 Penalty: 4735.183594
	Iteration 113Q: 3 clusters Score -1716679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1716681.500000 Penalty: 4735.183594
	Iteration 114Q: 3 clusters Score -1716682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1716681.875000 Penalty: 4735.183594
	Iteration 115Q: 3 clusters Score -1716682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1716684.000000 Penalty: 4735.183594
	Iteration 116Q: 3 clusters Score -1716684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1716684.125000 Penalty: 4735.183594
	Iteration 117Q: 3 clusters Score -1716684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1716684.625000 Penalty: 4735.183594
	Iteration 118Q: 3 clusters Score -1716685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1716685.500000 Penalty: 4735.183594
	Iteration 119Q: 3 clusters Score -1716686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1716684.375000 Penalty: 4735.183594
	Iteration 120F: 3 clusters Score -1716684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1716687.125000 Penalty: 4735.183594
	Iteration 121Q: 3 clusters Score -1716687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1716687.125000 Penalty: 4735.183594
	Iteration 122F: 3 clusters Score -1716687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Entering Unmasked Estep 
Score: -2843113.750000 Penalty: 2488.102539
	Iteration 0F: 2 clusters Score -2843114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2827329.250000 Penalty: 4976.205078
	Iteration 0F: 3 clusters Score -2827329 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2832788.000000 Penalty: 4976.205078
	Iteration 1F: 3 clusters Score -2832788 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2833320.500000 Penalty: 4976.205078
	Iteration 2F: 3 clusters Score -2833320 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2833819.750000 Penalty: 4976.205078
	Iteration 3F: 3 clusters Score -2833820 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2834373.000000 Penalty: 4976.205078
	Iteration 4F: 3 clusters Score -2834373 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2835057.750000 Penalty: 4976.205078
	Iteration 5F: 3 clusters Score -2835058 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2835906.000000 Penalty: 4976.205078
	Iteration 6F: 3 clusters Score -2835906 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2836906.250000 Penalty: 4976.205078
	Iteration 7F: 3 clusters Score -2836906 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2837980.500000 Penalty: 4976.205078
	Iteration 8F: 3 clusters Score -2837980 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2838978.000000 Penalty: 4976.205078
	Iteration 9F: 3 clusters Score -2838978 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2839690.750000 Penalty: 4976.205078
	Iteration 10Q: 3 clusters Score -2839691 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2840140.000000 Penalty: 4976.205078
	Iteration 11Q: 3 clusters Score -2840140 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2840411.750000 Penalty: 4976.205078
	Iteration 12Q: 3 clusters Score -2840412 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2840620.750000 Penalty: 4976.205078
	Iteration 13Q: 3 clusters Score -2840621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2840760.250000 Penalty: 4976.205078
	Iteration 14Q: 3 clusters Score -2840760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2840851.750000 Penalty: 4976.205078
	Iteration 15Q: 3 clusters Score -2840852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2840911.250000 Penalty: 4976.205078
	Iteration 16Q: 3 clusters Score -2840911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2840946.750000 Penalty: 4976.205078
	Iteration 17Q: 3 clusters Score -2840947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2840986.750000 Penalty: 4976.205078
	Iteration 18Q: 3 clusters Score -2840987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2841004.500000 Penalty: 4976.205078
	Iteration 19Q: 3 clusters Score -2841004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2841026.000000 Penalty: 4976.205078
	Iteration 20F: 3 clusters Score -2841026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2841045.000000 Penalty: 4976.205078
	Iteration 21Q: 3 clusters Score -2841045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2841066.000000 Penalty: 4976.205078
	Iteration 22Q: 3 clusters Score -2841066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2841080.000000 Penalty: 4976.205078
	Iteration 23Q: 3 clusters Score -2841080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2841100.750000 Penalty: 4976.205078
	Iteration 24Q: 3 clusters Score -2841101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2841110.500000 Penalty: 4976.205078
	Iteration 25Q: 3 clusters Score -2841110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2841110.500000 Penalty: 4976.205078
	Iteration 26Q: 3 clusters Score -2841110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2841122.000000 Penalty: 4976.205078
	Iteration 27Q: 3 clusters Score -2841122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2841121.750000 Penalty: 4976.205078
	Iteration 28Q: 3 clusters Score -2841122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2841127.500000 Penalty: 4976.205078
	Iteration 29Q: 3 clusters Score -2841128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2841126.250000 Penalty: 4976.205078
	Iteration 30Q: 3 clusters Score -2841126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2841126.500000 Penalty: 4976.205078
	Iteration 31Q: 3 clusters Score -2841126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2841126.500000 Penalty: 4976.205078
	Iteration 32F: 3 clusters Score -2841126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -2629313.500000 Penalty: 2448.434326
	Iteration 0F: 2 clusters Score -2629314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2615607.500000 Penalty: 4896.868652
	Iteration 0F: 3 clusters Score -2615608 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2620165.500000 Penalty: 4896.868652
	Iteration 1F: 3 clusters Score -2620166 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2620522.000000 Penalty: 4896.868652
	Iteration 2F: 3 clusters Score -2620522 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2620838.500000 Penalty: 4896.868652
	Iteration 3Q: 3 clusters Score -2620838 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2621156.750000 Penalty: 4896.868652
	Iteration 4Q: 3 clusters Score -2621157 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2621473.500000 Penalty: 4896.868652
	Iteration 5Q: 3 clusters Score -2621474 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2621851.500000 Penalty: 4896.868652
	Iteration 6Q: 3 clusters Score -2621852 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2622247.250000 Penalty: 4896.868652
	Iteration 7Q: 3 clusters Score -2622247 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2622708.250000 Penalty: 4896.868652
	Iteration 8Q: 3 clusters Score -2622708 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2623241.500000 Penalty: 4896.868652
	Iteration 9Q: 3 clusters Score -2623242 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2623888.750000 Penalty: 4896.868652
	Iteration 10Q: 3 clusters Score -2623889 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2624577.750000 Penalty: 4896.868652
	Iteration 11Q: 3 clusters Score -2624578 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2625304.750000 Penalty: 4896.868652
	Iteration 12Q: 3 clusters Score -2625305 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2625877.500000 Penalty: 4896.868652
	Iteration 13Q: 3 clusters Score -2625878 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2626328.500000 Penalty: 4896.868652
	Iteration 14Q: 3 clusters Score -2626328 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2626616.000000 Penalty: 4896.868652
	Iteration 15Q: 3 clusters Score -2626616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2626806.000000 Penalty: 4896.868652
	Iteration 16Q: 3 clusters Score -2626806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2626910.250000 Penalty: 4896.868652
	Iteration 17Q: 3 clusters Score -2626910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2626960.000000 Penalty: 4896.868652
	Iteration 18Q: 3 clusters Score -2626960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2627003.000000 Penalty: 4896.868652
	Iteration 19Q: 3 clusters Score -2627003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2627025.250000 Penalty: 4896.868652
	Iteration 20F: 3 clusters Score -2627025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2627044.250000 Penalty: 4896.868652
	Iteration 21Q: 3 clusters Score -2627044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2627065.000000 Penalty: 4896.868652
	Iteration 22Q: 3 clusters Score -2627065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2627072.250000 Penalty: 4896.868652
	Iteration 23Q: 3 clusters Score -2627072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2627091.500000 Penalty: 4896.868652
	Iteration 24Q: 3 clusters Score -2627092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2627104.750000 Penalty: 4896.868652
	Iteration 25Q: 3 clusters Score -2627105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2627110.000000 Penalty: 4896.868652
	Iteration 26Q: 3 clusters Score -2627110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2627120.250000 Penalty: 4896.868652
	Iteration 27Q: 3 clusters Score -2627120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2627132.500000 Penalty: 4896.868652
	Iteration 28Q: 3 clusters Score -2627132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2627144.000000 Penalty: 4896.868652
	Iteration 29Q: 3 clusters Score -2627144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2627143.250000 Penalty: 4896.868652
	Iteration 30Q: 3 clusters Score -2627143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2627149.750000 Penalty: 4896.868652
	Iteration 31Q: 3 clusters Score -2627150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2627153.750000 Penalty: 4896.868652
	Iteration 32Q: 3 clusters Score -2627154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2627152.000000 Penalty: 4896.868652
	Iteration 33Q: 3 clusters Score -2627152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2627152.500000 Penalty: 4896.868652
	Iteration 34Q: 3 clusters Score -2627152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2627153.000000 Penalty: 4896.868652
	Iteration 35Q: 3 clusters Score -2627153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2627153.000000 Penalty: 4896.868652
	Iteration 36F: 3 clusters Score -2627153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -162036.718750 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -162036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159937.390625 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -159937.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160401.593750 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -160401.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160707.953125 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -160708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161249.468750 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -161249.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161676.578125 Penalty: 3560.180176
	Iteration 4F: 3 clusters Score -161676.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -161968.750000 Penalty: 3560.180176
	Iteration 5F: 3 clusters Score -161968.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162150.296875 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -162150.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162211.046875 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -162211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162231.031250 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -162231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162239.390625 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -162239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162239.390625 Penalty: 3560.180176
	Iteration 10F: 3 clusters Score -162239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 18515 members 
Mstep: Class 3 contains 133425 members 
Mstep: Class 4 contains 116486 members 
Mstep: Class 5 contains 14314 members 
Mstep: Class 6 contains 236023 members 
Mstep: Class 7 contains 153138 members 
Mstep: Class 8 contains 30805 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 8929 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 109788 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 15233 members 
Mstep: Class 21 contains 111244 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 22758 members 
Mstep: Class 24 contains 19394 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 24064 members 
Mstep: Class 31 contains 447 members 
Entering Unmasked Estep 
Score: -181088016.000000 Penalty: 108826.757812
Splitting cluster 25 changes total score from -181086800.000000 to -181088016.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (16114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Entering Unmasked Estep 
Score: -2114460.250000 Penalty: 2402.486084
	Iteration 0F: 2 clusters Score -2114460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2102920.500000 Penalty: 4804.972168
	Iteration 0F: 3 clusters Score -2102920 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2106562.500000 Penalty: 4804.972168
	Iteration 1F: 3 clusters Score -2106562 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2106953.000000 Penalty: 4804.972168
	Iteration 2F: 3 clusters Score -2106953 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2107362.750000 Penalty: 4804.972168
	Iteration 3F: 3 clusters Score -2107363 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2107849.250000 Penalty: 4804.972168
	Iteration 4F: 3 clusters Score -2107849 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2108512.750000 Penalty: 4804.972168
	Iteration 5F: 3 clusters Score -2108513 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2109317.000000 Penalty: 4804.972168
	Iteration 6F: 3 clusters Score -2109317 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2110164.250000 Penalty: 4804.972168
	Iteration 7F: 3 clusters Score -2110164 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2110994.500000 Penalty: 4804.972168
	Iteration 8F: 3 clusters Score -2110994 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2111629.750000 Penalty: 4804.972168
	Iteration 9Q: 3 clusters Score -2111630 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2112009.000000 Penalty: 4804.972168
	Iteration 10Q: 3 clusters Score -2112009 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2112253.750000 Penalty: 4804.972168
	Iteration 11Q: 3 clusters Score -2112254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2112415.750000 Penalty: 4804.972168
	Iteration 12Q: 3 clusters Score -2112416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2112517.250000 Penalty: 4804.972168
	Iteration 13Q: 3 clusters Score -2112517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2112593.000000 Penalty: 4804.972168
	Iteration 14Q: 3 clusters Score -2112593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2112646.250000 Penalty: 4804.972168
	Iteration 15Q: 3 clusters Score -2112646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2112671.000000 Penalty: 4804.972168
	Iteration 16Q: 3 clusters Score -2112671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2112698.500000 Penalty: 4804.972168
	Iteration 17Q: 3 clusters Score -2112698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2112717.750000 Penalty: 4804.972168
	Iteration 18Q: 3 clusters Score -2112718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2112738.750000 Penalty: 4804.972168
	Iteration 19Q: 3 clusters Score -2112739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2112756.500000 Penalty: 4804.972168
	Iteration 20F: 3 clusters Score -2112756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2112774.000000 Penalty: 4804.972168
	Iteration 21Q: 3 clusters Score -2112774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2112785.250000 Penalty: 4804.972168
	Iteration 22Q: 3 clusters Score -2112785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2112792.500000 Penalty: 4804.972168
	Iteration 23Q: 3 clusters Score -2112792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2112799.000000 Penalty: 4804.972168
	Iteration 24Q: 3 clusters Score -2112799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2112798.500000 Penalty: 4804.972168
	Iteration 25Q: 3 clusters Score -2112798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2112803.500000 Penalty: 4804.972168
	Iteration 26Q: 3 clusters Score -2112804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2112807.750000 Penalty: 4804.972168
	Iteration 27Q: 3 clusters Score -2112808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2112811.000000 Penalty: 4804.972168
	Iteration 28Q: 3 clusters Score -2112811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2112815.000000 Penalty: 4804.972168
	Iteration 29Q: 3 clusters Score -2112815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2112817.250000 Penalty: 4804.972168
	Iteration 30Q: 3 clusters Score -2112817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2112816.500000 Penalty: 4804.972168
	Iteration 31Q: 3 clusters Score -2112816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2112820.000000 Penalty: 4804.972168
	Iteration 32Q: 3 clusters Score -2112820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2112820.000000 Penalty: 4804.972168
	Iteration 33F: 3 clusters Score -2112820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Entering Unmasked Estep 
Score: -2085055.375000 Penalty: 2398.780273
	Iteration 0F: 2 clusters Score -2085055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2073695.875000 Penalty: 4797.560547
	Iteration 0F: 3 clusters Score -2073696 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2077394.250000 Penalty: 4797.560547
	Iteration 1F: 3 clusters Score -2077394 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2077788.750000 Penalty: 4797.560547
	Iteration 2F: 3 clusters Score -2077789 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2078177.750000 Penalty: 4797.560547
	Iteration 3Q: 3 clusters Score -2078178 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2078726.750000 Penalty: 4797.560547
	Iteration 4F: 3 clusters Score -2078727 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2079615.125000 Penalty: 4797.560547
	Iteration 5F: 3 clusters Score -2079615 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2080905.500000 Penalty: 4797.560547
	Iteration 6F: 3 clusters Score -2080906 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2082263.375000 Penalty: 4797.560547
	Iteration 7F: 3 clusters Score -2082263 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2083385.875000 Penalty: 4797.560547
	Iteration 8F: 3 clusters Score -2083386 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2083914.000000 Penalty: 4797.560547
	Iteration 9Q: 3 clusters Score -2083914 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2084114.250000 Penalty: 4797.560547
	Iteration 10Q: 3 clusters Score -2084114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2084181.250000 Penalty: 4797.560547
	Iteration 11Q: 3 clusters Score -2084181 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2084215.875000 Penalty: 4797.560547
	Iteration 12Q: 3 clusters Score -2084216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2084233.375000 Penalty: 4797.560547
	Iteration 13Q: 3 clusters Score -2084233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2084248.875000 Penalty: 4797.560547
	Iteration 14Q: 3 clusters Score -2084249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2084264.250000 Penalty: 4797.560547
	Iteration 15Q: 3 clusters Score -2084264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2084277.500000 Penalty: 4797.560547
	Iteration 16Q: 3 clusters Score -2084278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2084282.750000 Penalty: 4797.560547
	Iteration 17Q: 3 clusters Score -2084283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2084289.875000 Penalty: 4797.560547
	Iteration 18Q: 3 clusters Score -2084290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2084291.875000 Penalty: 4797.560547
	Iteration 19Q: 3 clusters Score -2084292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2084294.875000 Penalty: 4797.560547
	Iteration 20F: 3 clusters Score -2084295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2084297.875000 Penalty: 4797.560547
	Iteration 21Q: 3 clusters Score -2084298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2084300.500000 Penalty: 4797.560547
	Iteration 22Q: 3 clusters Score -2084300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2084297.500000 Penalty: 4797.560547
	Iteration 23Q: 3 clusters Score -2084298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2084299.000000 Penalty: 4797.560547
	Iteration 24Q: 3 clusters Score -2084299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2084298.125000 Penalty: 4797.560547
	Iteration 25Q: 3 clusters Score -2084298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2084300.625000 Penalty: 4797.560547
	Iteration 26Q: 3 clusters Score -2084301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2084306.625000 Penalty: 4797.560547
	Iteration 27Q: 3 clusters Score -2084307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2084309.750000 Penalty: 4797.560547
	Iteration 28Q: 3 clusters Score -2084310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2084314.375000 Penalty: 4797.560547
	Iteration 29Q: 3 clusters Score -2084314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2084319.125000 Penalty: 4797.560547
	Iteration 30Q: 3 clusters Score -2084319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2084326.000000 Penalty: 4797.560547
	Iteration 31Q: 3 clusters Score -2084326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2084329.625000 Penalty: 4797.560547
	Iteration 32Q: 3 clusters Score -2084330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2084329.375000 Penalty: 4797.560547
	Iteration 33Q: 3 clusters Score -2084329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2084330.250000 Penalty: 4797.560547
	Iteration 34Q: 3 clusters Score -2084330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2084328.500000 Penalty: 4797.560547
	Iteration 35Q: 3 clusters Score -2084328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2084333.625000 Penalty: 4797.560547
	Iteration 36Q: 3 clusters Score -2084334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2084329.625000 Penalty: 4797.560547
	Iteration 37Q: 3 clusters Score -2084330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2084326.750000 Penalty: 4797.560547
	Iteration 38Q: 3 clusters Score -2084327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2084327.625000 Penalty: 4797.560547
	Iteration 39Q: 3 clusters Score -2084328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2084327.125000 Penalty: 4797.560547
	Iteration 40F: 3 clusters Score -2084327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2084330.000000 Penalty: 4797.560547
	Iteration 41Q: 3 clusters Score -2084330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2084325.625000 Penalty: 4797.560547
	Iteration 42Q: 3 clusters Score -2084326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2084326.000000 Penalty: 4797.560547
	Iteration 43Q: 3 clusters Score -2084326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2084324.500000 Penalty: 4797.560547
	Iteration 44Q: 3 clusters Score -2084324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2084327.000000 Penalty: 4797.560547
	Iteration 45Q: 3 clusters Score -2084327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2084324.000000 Penalty: 4797.560547
	Iteration 46Q: 3 clusters Score -2084324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2084328.000000 Penalty: 4797.560547
	Iteration 47Q: 3 clusters Score -2084328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2084325.250000 Penalty: 4797.560547
	Iteration 48Q: 3 clusters Score -2084325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2084325.250000 Penalty: 4797.560547
	Iteration 49F: 3 clusters Score -2084325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Entering Unmasked Estep 
Score: -753858.437500 Penalty: 2163.805176
	Iteration 0F: 2 clusters Score -753858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -748613.437500 Penalty: 4327.610352
	Iteration 0F: 3 clusters Score -748613.4 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -749951.875000 Penalty: 4327.610352
	Iteration 1F: 3 clusters Score -749951.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -750217.250000 Penalty: 4327.610352
	Iteration 2F: 3 clusters Score -750217.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -750437.187500 Penalty: 4327.610352
	Iteration 3F: 3 clusters Score -750437.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -750653.062500 Penalty: 4327.610352
	Iteration 4Q: 3 clusters Score -750653.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -750842.375000 Penalty: 4327.610352
	Iteration 5Q: 3 clusters Score -750842.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -751021.437500 Penalty: 4327.610352
	Iteration 6Q: 3 clusters Score -751021.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -751174.937500 Penalty: 4327.610352
	Iteration 7Q: 3 clusters Score -751174.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -751312.375000 Penalty: 4327.610352
	Iteration 8Q: 3 clusters Score -751312.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -751432.187500 Penalty: 4327.610352
	Iteration 9Q: 3 clusters Score -751432.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -751569.500000 Penalty: 4327.610352
	Iteration 10Q: 3 clusters Score -751569.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -751686.750000 Penalty: 4327.610352
	Iteration 11Q: 3 clusters Score -751686.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -751780.312500 Penalty: 4327.610352
	Iteration 12Q: 3 clusters Score -751780.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -751881.562500 Penalty: 4327.610352
	Iteration 13Q: 3 clusters Score -751881.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -751986.687500 Penalty: 4327.610352
	Iteration 14Q: 3 clusters Score -751986.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -752098.250000 Penalty: 4327.610352
	Iteration 15Q: 3 clusters Score -752098.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -752200.187500 Penalty: 4327.610352
	Iteration 16Q: 3 clusters Score -752200.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -752296.937500 Penalty: 4327.610352
	Iteration 17Q: 3 clusters Score -752296.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -752374.000000 Penalty: 4327.610352
	Iteration 18Q: 3 clusters Score -752374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -752430.812500 Penalty: 4327.610352
	Iteration 19Q: 3 clusters Score -752430.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -752471.062500 Penalty: 4327.610352
	Iteration 20F: 3 clusters Score -752471.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -752499.187500 Penalty: 4327.610352
	Iteration 21Q: 3 clusters Score -752499.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -752529.000000 Penalty: 4327.610352
	Iteration 22Q: 3 clusters Score -752529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -752549.312500 Penalty: 4327.610352
	Iteration 23Q: 3 clusters Score -752549.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -752560.937500 Penalty: 4327.610352
	Iteration 24Q: 3 clusters Score -752560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -752568.187500 Penalty: 4327.610352
	Iteration 25Q: 3 clusters Score -752568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -752572.687500 Penalty: 4327.610352
	Iteration 26Q: 3 clusters Score -752572.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -752577.750000 Penalty: 4327.610352
	Iteration 27Q: 3 clusters Score -752577.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -752585.937500 Penalty: 4327.610352
	Iteration 28Q: 3 clusters Score -752585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -752591.562500 Penalty: 4327.610352
	Iteration 29Q: 3 clusters Score -752591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -752593.125000 Penalty: 4327.610352
	Iteration 30Q: 3 clusters Score -752593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -752595.812500 Penalty: 4327.610352
	Iteration 31Q: 3 clusters Score -752595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -752598.750000 Penalty: 4327.610352
	Iteration 32Q: 3 clusters Score -752598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -752602.000000 Penalty: 4327.610352
	Iteration 33Q: 3 clusters Score -752602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -752602.625000 Penalty: 4327.610352
	Iteration 34Q: 3 clusters Score -752602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -752604.250000 Penalty: 4327.610352
	Iteration 35Q: 3 clusters Score -752604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -752605.625000 Penalty: 4327.610352
	Iteration 36Q: 3 clusters Score -752605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -752606.000000 Penalty: 4327.610352
	Iteration 37Q: 3 clusters Score -752606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -752610.000000 Penalty: 4327.610352
	Iteration 38Q: 3 clusters Score -752610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -752614.750000 Penalty: 4327.610352
	Iteration 39Q: 3 clusters Score -752614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -752617.687500 Penalty: 4327.610352
	Iteration 40F: 3 clusters Score -752617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -752618.000000 Penalty: 4327.610352
	Iteration 41Q: 3 clusters Score -752618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -752617.875000 Penalty: 4327.610352
	Iteration 42Q: 3 clusters Score -752617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -752619.375000 Penalty: 4327.610352
	Iteration 43Q: 3 clusters Score -752619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -752618.625000 Penalty: 4327.610352
	Iteration 44Q: 3 clusters Score -752618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -752619.187500 Penalty: 4327.610352
	Iteration 45Q: 3 clusters Score -752619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -752620.937500 Penalty: 4327.610352
	Iteration 46Q: 3 clusters Score -752620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -752621.250000 Penalty: 4327.610352
	Iteration 47Q: 3 clusters Score -752621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -752621.062500 Penalty: 4327.610352
	Iteration 48Q: 3 clusters Score -752621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -752621.062500 Penalty: 4327.610352
	Iteration 49F: 3 clusters Score -752621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -945769.437500 Penalty: 2201.175293
	Iteration 0F: 2 clusters Score -945769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -939879.687500 Penalty: 4402.350586
	Iteration 0F: 3 clusters Score -939879.7 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -941446.312500 Penalty: 4402.350586
	Iteration 1F: 3 clusters Score -941446.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -941866.062500 Penalty: 4402.350586
	Iteration 2F: 3 clusters Score -941866.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -942242.062500 Penalty: 4402.350586
	Iteration 3F: 3 clusters Score -942242.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -942616.000000 Penalty: 4402.350586
	Iteration 4F: 3 clusters Score -942616 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -942958.625000 Penalty: 4402.350586
	Iteration 5F: 3 clusters Score -942958.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -943204.187500 Penalty: 4402.350586
	Iteration 6F: 3 clusters Score -943204.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -943400.812500 Penalty: 4402.350586
	Iteration 7Q: 3 clusters Score -943400.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -943531.937500 Penalty: 4402.350586
	Iteration 8Q: 3 clusters Score -943531.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -943617.562500 Penalty: 4402.350586
	Iteration 9Q: 3 clusters Score -943617.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -943678.875000 Penalty: 4402.350586
	Iteration 10Q: 3 clusters Score -943678.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -943718.000000 Penalty: 4402.350586
	Iteration 11Q: 3 clusters Score -943718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -943746.187500 Penalty: 4402.350586
	Iteration 12Q: 3 clusters Score -943746.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -943765.125000 Penalty: 4402.350586
	Iteration 13Q: 3 clusters Score -943765.1 nChanged 43
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: -943775.687500 Penalty: 4402.350586
	Iteration 14Q: 3 clusters Score -943775.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -943784.562500 Penalty: 4402.350586
	Iteration 15Q: 3 clusters Score -943784.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -943791.000000 Penalty: 4402.350586
	Iteration 16Q: 3 clusters Score -943791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -943797.062500 Penalty: 4402.350586
	Iteration 17Q: 3 clusters Score -943797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -943798.562500 Penalty: 4402.350586
	Iteration 18Q: 3 clusters Score -943798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -943800.062500 Penalty: 4402.350586
	Iteration 19Q: 3 clusters Score -943800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -943800.687500 Penalty: 4402.350586
	Iteration 20F: 3 clusters Score -943800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -943800.562500 Penalty: 4402.350586
	Iteration 21Q: 3 clusters Score -943800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -943801.125000 Penalty: 4402.350586
	Iteration 22Q: 3 clusters Score -943801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -943801.125000 Penalty: 4402.350586
	Iteration 23Q: 3 clusters Score -943801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -943801.000000 Penalty: 4402.350586
	Iteration 24Q: 3 clusters Score -943801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -943801.000000 Penalty: 4402.350586
	Iteration 25F: 3 clusters Score -943801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 18515 members 
Mstep: Class 3 contains 133425 members 
Mstep: Class 4 contains 116486 members 
Mstep: Class 5 contains 14314 members 
Mstep: Class 6 contains 236023 members 
Mstep: Class 7 contains 153138 members 
Mstep: Class 8 contains 30805 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 8929 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 109788 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 15233 members 
Mstep: Class 21 contains 111244 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 22758 members 
Mstep: Class 24 contains 19394 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091424.000000 Penalty: 108826.757812
Iteration 79Q: 32 clusters Score -1.810914e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225523 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 133403 members 
Mstep: Class 4 contains 116581 members 
Mstep: Class 5 contains 14462 members 
Mstep: Class 6 contains 236545 members 
Mstep: Class 7 contains 154323 members 
Mstep: Class 8 contains 30771 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 14967 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33654 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 16725 members 
Mstep: Class 18 contains 109703 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 15369 members 
Mstep: Class 21 contains 112257 members 
Mstep: Class 22 contains 14041 members 
Mstep: Class 23 contains 22636 members 
Mstep: Class 24 contains 19472 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 16123 members 
Mstep: Class 27 contains 15990 members 
Mstep: Class 28 contains 6154 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 21840 members 
Mstep: Class 31 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181093696.000000 Penalty: 108826.757812
Iteration 80F: 32 clusters Score -1.810937e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225771 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 133129 members 
Mstep: Class 4 contains 116558 members 
Mstep: Class 5 contains 14302 members 
Mstep: Class 6 contains 236537 members 
Mstep: Class 7 contains 155054 members 
Mstep: Class 8 contains 30747 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 11 contains 14974 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33251 members 
Mstep: Class 14 contains 8934 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 16 contains 13804 members 
Mstep: Class 17 contains 16190 members 
Mstep: Class 18 contains 109472 members 
Mstep: Class 19 contains 3156 members 
Mstep: Class 20 contains 15157 members 
Mstep: Class 21 contains 112815 members 
Mstep: Class 22 contains 13607 members 
Mstep: Class 23 contains 22576 members 
Mstep: Class 24 contains 19540 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 16132 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 6120 members 
Mstep: Class 29 contains 7162 members 
Mstep: Class 30 contains 22414 members 
Mstep: Class 31 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094832.000000 Penalty: 108826.757812
Iteration 81Q: 32 clusters Score -1.810948e+08 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225974 members 
Mstep: Class 2 contains 18661 members 
Mstep: Class 3 contains 132937 members 
Mstep: Class 4 contains 116580 members 
Mstep: Class 5 contains 14183 members 
Mstep: Class 6 contains 236527 members 
Mstep: Class 7 contains 155615 members 
Mstep: Class 8 contains 30732 members 
Mstep: Class 9 contains 7945 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 14976 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33035 members 
Mstep: Class 14 contains 8941 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 13817 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 18 contains 109368 members 
Mstep: Class 19 contains 3156 members 
Mstep: Class 20 contains 14950 members 
Mstep: Class 21 contains 113213 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 19585 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 16140 members 
Mstep: Class 27 contains 16223 members 
Mstep: Class 28 contains 6099 members 
Mstep: Class 29 contains 7169 members 
Mstep: Class 30 contains 22812 members 
Mstep: Class 31 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095040.000000 Penalty: 108826.757812
Iteration 82Q: 32 clusters Score -1.81095e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226097 members 
Mstep: Class 2 contains 18714 members 
Mstep: Class 3 contains 132814 members 
Mstep: Class 4 contains 116587 members 
Mstep: Class 5 contains 14135 members 
Mstep: Class 6 contains 236433 members 
Mstep: Class 7 contains 156077 members 
Mstep: Class 8 contains 30723 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 14982 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 32917 members 
Mstep: Class 14 contains 8954 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 13829 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 109329 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 14733 members 
Mstep: Class 21 contains 113502 members 
Mstep: Class 22 contains 12915 members 
Mstep: Class 23 contains 22425 members 
Mstep: Class 24 contains 19643 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16143 members 
Mstep: Class 27 contains 16323 members 
Mstep: Class 28 contains 6090 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 23131 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094576.000000 Penalty: 108826.757812
Iteration 83Q: 32 clusters Score -1.810946e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226144 members 
Mstep: Class 2 contains 18730 members 
Mstep: Class 3 contains 132726 members 
Mstep: Class 4 contains 116634 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 236337 members 
Mstep: Class 7 contains 156456 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 14982 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 32863 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 13832 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 109319 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 14560 members 
Mstep: Class 21 contains 113722 members 
Mstep: Class 22 contains 12664 members 
Mstep: Class 23 contains 22393 members 
Mstep: Class 24 contains 19682 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16155 members 
Mstep: Class 27 contains 16405 members 
Mstep: Class 28 contains 6085 members 
Mstep: Class 29 contains 7176 members 
Mstep: Class 30 contains 23363 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095136.000000 Penalty: 108826.757812
Iteration 84Q: 32 clusters Score -1.810951e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226196 members 
Mstep: Class 2 contains 18771 members 
Mstep: Class 3 contains 132630 members 
Mstep: Class 4 contains 116713 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 236217 members 
Mstep: Class 7 contains 156751 members 
Mstep: Class 8 contains 30702 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 11 contains 14984 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 32886 members 
Mstep: Class 14 contains 8961 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 13836 members 
Mstep: Class 17 contains 14691 members 
Mstep: Class 18 contains 109277 members 
Mstep: Class 19 contains 3161 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 113847 members 
Mstep: Class 22 contains 12478 members 
Mstep: Class 23 contains 22334 members 
Mstep: Class 24 contains 19725 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16168 members 
Mstep: Class 27 contains 16472 members 
Mstep: Class 28 contains 6088 members 
Mstep: Class 29 contains 7180 members 
Mstep: Class 30 contains 23576 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095200.000000 Penalty: 108826.757812
Iteration 85Q: 32 clusters Score -1.810952e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226236 members 
Mstep: Class 2 contains 18816 members 
Mstep: Class 3 contains 132559 members 
Mstep: Class 4 contains 116794 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 236093 members 
Mstep: Class 7 contains 156987 members 
Mstep: Class 8 contains 30692 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 32931 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 109242 members 
Mstep: Class 19 contains 3164 members 
Mstep: Class 20 contains 14297 members 
Mstep: Class 21 contains 113965 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 22295 members 
Mstep: Class 24 contains 19763 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 16531 members 
Mstep: Class 28 contains 6086 members 
Mstep: Class 29 contains 7182 members 
Mstep: Class 30 contains 23762 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095696.000000 Penalty: 108826.757812
Iteration 86Q: 32 clusters Score -1.810957e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226292 members 
Mstep: Class 2 contains 18850 members 
Mstep: Class 3 contains 132495 members 
Mstep: Class 4 contains 116885 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 235977 members 
Mstep: Class 7 contains 157179 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 14987 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 32979 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 16 contains 13844 members 
Mstep: Class 17 contains 14173 members 
Mstep: Class 18 contains 109179 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 20 contains 14202 members 
Mstep: Class 21 contains 114085 members 
Mstep: Class 22 contains 12166 members 
Mstep: Class 23 contains 22274 members 
Mstep: Class 24 contains 19797 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 16598 members 
Mstep: Class 28 contains 6080 members 
Mstep: Class 29 contains 7183 members 
Mstep: Class 30 contains 23910 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095840.000000 Penalty: 108826.757812
Iteration 87Q: 32 clusters Score -1.810958e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226326 members 
Mstep: Class 2 contains 18875 members 
Mstep: Class 3 contains 132449 members 
Mstep: Class 4 contains 117000 members 
Mstep: Class 5 contains 13972 members 
Mstep: Class 6 contains 235890 members 
Mstep: Class 7 contains 157349 members 
Mstep: Class 8 contains 30667 members 
Mstep: Class 9 contains 7907 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33070 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 4580 members 
Mstep: Class 16 contains 13846 members 
Mstep: Class 17 contains 13929 members 
Mstep: Class 18 contains 109102 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 14111 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 12043 members 
Mstep: Class 23 contains 22232 members 
Mstep: Class 24 contains 19821 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 16666 members 
Mstep: Class 28 contains 6075 members 
Mstep: Class 29 contains 7185 members 
Mstep: Class 30 contains 24043 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096096.000000 Penalty: 108826.757812
Iteration 88Q: 32 clusters Score -1.810961e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226383 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 132424 members 
Mstep: Class 4 contains 117111 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 235834 members 
Mstep: Class 7 contains 157431 members 
Mstep: Class 8 contains 30658 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33181 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 13849 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 109016 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 14028 members 
Mstep: Class 21 contains 114241 members 
Mstep: Class 22 contains 11940 members 
Mstep: Class 23 contains 22210 members 
Mstep: Class 24 contains 19844 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16189 members 
Mstep: Class 27 contains 16731 members 
Mstep: Class 28 contains 6066 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 24136 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095888.000000 Penalty: 108826.757812
Iteration 89Q: 32 clusters Score -1.810959e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226437 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 132389 members 
Mstep: Class 4 contains 117208 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 235810 members 
Mstep: Class 7 contains 157486 members 
Mstep: Class 8 contains 30642 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 14995 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33287 members 
Mstep: Class 14 contains 8961 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 13851 members 
Mstep: Class 17 contains 13476 members 
Mstep: Class 18 contains 108957 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 13956 members 
Mstep: Class 21 contains 114300 members 
Mstep: Class 22 contains 11837 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 19868 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16188 members 
Mstep: Class 27 contains 16794 members 
Mstep: Class 28 contains 6068 members 
Mstep: Class 29 contains 7188 members 
Mstep: Class 30 contains 24207 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095536.000000 Penalty: 108826.757812
Iteration 90Q: 32 clusters Score -1.810955e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226504 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 132343 members 
Mstep: Class 4 contains 117316 members 
Mstep: Class 5 contains 13891 members 
Mstep: Class 6 contains 235798 members 
Mstep: Class 7 contains 157526 members 
Mstep: Class 8 contains 30632 members 
Mstep: Class 9 contains 7905 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 15005 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33395 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 13852 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 108879 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 114340 members 
Mstep: Class 22 contains 11771 members 
Mstep: Class 23 contains 22170 members 
Mstep: Class 24 contains 19893 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 16834 members 
Mstep: Class 28 contains 6067 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 24271 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095280.000000 Penalty: 108826.757812
Iteration 91Q: 32 clusters Score -1.810953e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226565 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 132304 members 
Mstep: Class 4 contains 117401 members 
Mstep: Class 5 contains 13857 members 
Mstep: Class 6 contains 235803 members 
Mstep: Class 7 contains 157554 members 
Mstep: Class 8 contains 30614 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 15010 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33512 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 13854 members 
Mstep: Class 17 contains 13105 members 
Mstep: Class 18 contains 108794 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 13802 members 
Mstep: Class 21 contains 114381 members 
Mstep: Class 22 contains 11707 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 19914 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 16877 members 
Mstep: Class 28 contains 6059 members 
Mstep: Class 29 contains 7193 members 
Mstep: Class 30 contains 24335 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095280.000000 Penalty: 108826.757812
Iteration 92Q: 32 clusters Score -1.810953e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226628 members 
Mstep: Class 2 contains 19037 members 
Mstep: Class 3 contains 132266 members 
Mstep: Class 4 contains 117501 members 
Mstep: Class 5 contains 13837 members 
Mstep: Class 6 contains 235791 members 
Mstep: Class 7 contains 157567 members 
Mstep: Class 8 contains 30597 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 15015 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33662 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 13856 members 
Mstep: Class 17 contains 12913 members 
Mstep: Class 18 contains 108724 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 114396 members 
Mstep: Class 22 contains 11636 members 
Mstep: Class 23 contains 22111 members 
Mstep: Class 24 contains 19932 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 16920 members 
Mstep: Class 28 contains 6060 members 
Mstep: Class 29 contains 7197 members 
Mstep: Class 30 contains 24411 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095072.000000 Penalty: 108826.757812
Iteration 93Q: 32 clusters Score -1.810951e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226668 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 132220 members 
Mstep: Class 4 contains 117608 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 235793 members 
Mstep: Class 7 contains 157582 members 
Mstep: Class 8 contains 30583 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 15017 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 33859 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 13860 members 
Mstep: Class 17 contains 12684 members 
Mstep: Class 18 contains 108631 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 114403 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 22082 members 
Mstep: Class 24 contains 19946 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16185 members 
Mstep: Class 27 contains 16955 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 7201 members 
Mstep: Class 30 contains 24498 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094944.000000 Penalty: 108826.757812
Iteration 94Q: 32 clusters Score -1.810949e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226711 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 132178 members 
Mstep: Class 4 contains 117718 members 
Mstep: Class 5 contains 13780 members 
Mstep: Class 6 contains 235773 members 
Mstep: Class 7 contains 157578 members 
Mstep: Class 8 contains 30570 members 
Mstep: Class 9 contains 7912 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 15018 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34072 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 13865 members 
Mstep: Class 17 contains 12439 members 
Mstep: Class 18 contains 108574 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13584 members 
Mstep: Class 21 contains 114413 members 
Mstep: Class 22 contains 11520 members 
Mstep: Class 23 contains 22049 members 
Mstep: Class 24 contains 19969 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 16994 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 7205 members 
Mstep: Class 30 contains 24581 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095056.000000 Penalty: 108826.757812
Iteration 95Q: 32 clusters Score -1.810951e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226740 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 132145 members 
Mstep: Class 4 contains 117843 members 
Mstep: Class 5 contains 13731 members 
Mstep: Class 6 contains 235747 members 
Mstep: Class 7 contains 157579 members 
Mstep: Class 8 contains 30560 members 
Mstep: Class 9 contains 7917 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 11 contains 15022 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 12152 members 
Mstep: Class 18 contains 108504 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13538 members 
Mstep: Class 21 contains 114422 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 19988 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 17038 members 
Mstep: Class 28 contains 6050 members 
Mstep: Class 29 contains 7206 members 
Mstep: Class 30 contains 24676 members 
Mstep: Class 31 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095024.000000 Penalty: 108826.757812
Iteration 96Q: 32 clusters Score -1.81095e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226772 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 132113 members 
Mstep: Class 4 contains 117957 members 
Mstep: Class 5 contains 13682 members 
Mstep: Class 6 contains 235764 members 
Mstep: Class 7 contains 157565 members 
Mstep: Class 8 contains 30553 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15023 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34596 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 11845 members 
Mstep: Class 18 contains 108437 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 114438 members 
Mstep: Class 22 contains 11392 members 
Mstep: Class 23 contains 21975 members 
Mstep: Class 24 contains 20002 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 17080 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 7208 members 
Mstep: Class 30 contains 24766 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095056.000000 Penalty: 108826.757812
Iteration 97Q: 32 clusters Score -1.810951e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226802 members 
Mstep: Class 2 contains 19211 members 
Mstep: Class 3 contains 132092 members 
Mstep: Class 4 contains 118035 members 
Mstep: Class 5 contains 13635 members 
Mstep: Class 6 contains 235748 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 30545 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15021 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 34919 members 
Mstep: Class 14 contains 8957 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 13869 members 
Mstep: Class 17 contains 11491 members 
Mstep: Class 18 contains 108424 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13460 members 
Mstep: Class 21 contains 114458 members 
Mstep: Class 22 contains 11330 members 
Mstep: Class 23 contains 21929 members 
Mstep: Class 24 contains 20018 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16189 members 
Mstep: Class 27 contains 17119 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 7212 members 
Mstep: Class 30 contains 24840 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095248.000000 Penalty: 108826.757812
Iteration 98Q: 32 clusters Score -1.810952e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226826 members 
Mstep: Class 2 contains 19237 members 
Mstep: Class 3 contains 132072 members 
Mstep: Class 4 contains 118103 members 
Mstep: Class 5 contains 13571 members 
Mstep: Class 6 contains 235723 members 
Mstep: Class 7 contains 157504 members 
Mstep: Class 8 contains 30540 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 15020 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 35291 members 
Mstep: Class 14 contains 8953 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 108417 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13434 members 
Mstep: Class 21 contains 114472 members 
Mstep: Class 22 contains 11282 members 
Mstep: Class 23 contains 21884 members 
Mstep: Class 24 contains 20042 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16190 members 
Mstep: Class 27 contains 17154 members 
Mstep: Class 28 contains 6029 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 24931 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095520.000000 Penalty: 108826.757812
Iteration 99Q: 32 clusters Score -1.810955e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226823 members 
Mstep: Class 2 contains 19260 members 
Mstep: Class 3 contains 132060 members 
Mstep: Class 4 contains 118195 members 
Mstep: Class 5 contains 13536 members 
Mstep: Class 6 contains 235706 members 
Mstep: Class 7 contains 157459 members 
Mstep: Class 8 contains 30532 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 15020 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 35711 members 
Mstep: Class 14 contains 8953 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 108404 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 13407 members 
Mstep: Class 21 contains 114481 members 
Mstep: Class 22 contains 11238 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 20064 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 17187 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 24997 members 
Mstep: Class 31 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095760.000000 Penalty: 108826.757812
Iteration 100F: 32 clusters Score -1.810958e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226814 members 
Mstep: Class 2 contains 19274 members 
Mstep: Class 3 contains 132041 members 
Mstep: Class 4 contains 118289 members 
Mstep: Class 5 contains 13498 members 
Mstep: Class 6 contains 235678 members 
Mstep: Class 7 contains 157419 members 
Mstep: Class 8 contains 30525 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 15024 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 36196 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 10192 members 
Mstep: Class 18 contains 108393 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13381 members 
Mstep: Class 21 contains 114500 members 
Mstep: Class 22 contains 11210 members 
Mstep: Class 23 contains 21802 members 
Mstep: Class 24 contains 20092 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 17228 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25053 members 
Mstep: Class 31 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095936.000000 Penalty: 108826.757812
Iteration 101Q: 32 clusters Score -1.810959e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226789 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 132028 members 
Mstep: Class 4 contains 118391 members 
Mstep: Class 5 contains 13476 members 
Mstep: Class 6 contains 235625 members 
Mstep: Class 7 contains 157362 members 
Mstep: Class 8 contains 30520 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15030 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 36777 members 
Mstep: Class 14 contains 8953 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 9672 members 
Mstep: Class 18 contains 108368 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 114503 members 
Mstep: Class 22 contains 11176 members 
Mstep: Class 23 contains 21768 members 
Mstep: Class 24 contains 20112 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16196 members 
Mstep: Class 27 contains 17267 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25098 members 
Mstep: Class 31 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096144.000000 Penalty: 108826.757812
Iteration 102Q: 32 clusters Score -1.810961e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226753 members 
Mstep: Class 2 contains 19303 members 
Mstep: Class 3 contains 132021 members 
Mstep: Class 4 contains 118490 members 
Mstep: Class 5 contains 13434 members 
Mstep: Class 6 contains 235598 members 
Mstep: Class 7 contains 157284 members 
Mstep: Class 8 contains 30511 members 
Mstep: Class 9 contains 7943 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 15030 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 37397 members 
Mstep: Class 14 contains 8955 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 9116 members 
Mstep: Class 18 contains 108345 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 21 contains 114513 members 
Mstep: Class 22 contains 11144 members 
Mstep: Class 23 contains 21737 members 
Mstep: Class 24 contains 20132 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16198 members 
Mstep: Class 27 contains 17298 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25162 members 
Mstep: Class 31 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096720.000000 Penalty: 108826.757812
Iteration 103Q: 32 clusters Score -1.810967e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226715 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 132006 members 
Mstep: Class 4 contains 118603 members 
Mstep: Class 5 contains 13398 members 
Mstep: Class 6 contains 235502 members 
Mstep: Class 7 contains 157219 members 
Mstep: Class 8 contains 30503 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15032 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 38046 members 
Mstep: Class 14 contains 8958 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 8590 members 
Mstep: Class 18 contains 108336 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 13322 members 
Mstep: Class 21 contains 114512 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 20133 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 17326 members 
Mstep: Class 28 contains 6008 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25221 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097824.000000 Penalty: 108826.757812
Iteration 104Q: 32 clusters Score -1.810978e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226691 members 
Mstep: Class 2 contains 19339 members 
Mstep: Class 3 contains 131988 members 
Mstep: Class 4 contains 118698 members 
Mstep: Class 5 contains 13371 members 
Mstep: Class 6 contains 235405 members 
Mstep: Class 7 contains 157153 members 
Mstep: Class 8 contains 30494 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 38647 members 
Mstep: Class 14 contains 8958 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 13872 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 108318 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13313 members 
Mstep: Class 21 contains 114502 members 
Mstep: Class 22 contains 11075 members 
Mstep: Class 23 contains 21673 members 
Mstep: Class 24 contains 20137 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16198 members 
Mstep: Class 27 contains 17347 members 
Mstep: Class 28 contains 6000 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25283 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098064.000000 Penalty: 108826.757812
Iteration 105Q: 32 clusters Score -1.810981e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226647 members 
Mstep: Class 2 contains 19363 members 
Mstep: Class 3 contains 131972 members 
Mstep: Class 4 contains 118811 members 
Mstep: Class 5 contains 13351 members 
Mstep: Class 6 contains 235277 members 
Mstep: Class 7 contains 157110 members 
Mstep: Class 8 contains 30480 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 39275 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 13872 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 108284 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13296 members 
Mstep: Class 21 contains 114501 members 
Mstep: Class 22 contains 11045 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 20136 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16197 members 
Mstep: Class 27 contains 17367 members 
Mstep: Class 28 contains 5995 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25328 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098576.000000 Penalty: 108826.757812
Iteration 106Q: 32 clusters Score -1.810986e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226593 members 
Mstep: Class 2 contains 19388 members 
Mstep: Class 3 contains 131951 members 
Mstep: Class 4 contains 118923 members 
Mstep: Class 5 contains 13333 members 
Mstep: Class 6 contains 235195 members 
Mstep: Class 7 contains 157038 members 
Mstep: Class 8 contains 30461 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 39820 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 108255 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 114504 members 
Mstep: Class 22 contains 11021 members 
Mstep: Class 23 contains 21619 members 
Mstep: Class 24 contains 20137 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16198 members 
Mstep: Class 27 contains 17390 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25375 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099168.000000 Penalty: 108826.757812
Iteration 107Q: 32 clusters Score -1.810992e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226541 members 
Mstep: Class 2 contains 19408 members 
Mstep: Class 3 contains 131932 members 
Mstep: Class 4 contains 119020 members 
Mstep: Class 5 contains 13305 members 
Mstep: Class 6 contains 235115 members 
Mstep: Class 7 contains 156972 members 
Mstep: Class 8 contains 30444 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 40344 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 6923 members 
Mstep: Class 18 contains 108213 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 114499 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 21616 members 
Mstep: Class 24 contains 20147 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 17409 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25426 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099616.000000 Penalty: 108826.757812
Iteration 108Q: 32 clusters Score -1.810996e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226503 members 
Mstep: Class 2 contains 19425 members 
Mstep: Class 3 contains 131912 members 
Mstep: Class 4 contains 119114 members 
Mstep: Class 5 contains 13282 members 
Mstep: Class 6 contains 235033 members 
Mstep: Class 7 contains 156903 members 
Mstep: Class 8 contains 30419 members 
Mstep: Class 9 contains 7968 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 15037 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 40815 members 
Mstep: Class 14 contains 8961 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 108187 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13238 members 
Mstep: Class 21 contains 114494 members 
Mstep: Class 22 contains 10967 members 
Mstep: Class 23 contains 21614 members 
Mstep: Class 24 contains 20151 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 17415 members 
Mstep: Class 28 contains 5990 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181099984.000000 Penalty: 108826.757812
Iteration 109Q: 32 clusters Score -1.811e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226485 members 
Mstep: Class 2 contains 19443 members 
Mstep: Class 3 contains 131893 members 
Mstep: Class 4 contains 119185 members 
Mstep: Class 5 contains 13248 members 
Mstep: Class 6 contains 234911 members 
Mstep: Class 7 contains 156850 members 
Mstep: Class 8 contains 30401 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15042 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 41236 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 13869 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 108157 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 114477 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 21604 members 
Mstep: Class 24 contains 20167 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 5990 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25516 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100176.000000 Penalty: 108826.757812
Iteration 110Q: 32 clusters Score -1.811002e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226460 members 
Mstep: Class 2 contains 19453 members 
Mstep: Class 3 contains 131884 members 
Mstep: Class 4 contains 119237 members 
Mstep: Class 5 contains 13212 members 
Mstep: Class 6 contains 234804 members 
Mstep: Class 7 contains 156812 members 
Mstep: Class 8 contains 30379 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15047 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 41603 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 108148 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 114454 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 21593 members 
Mstep: Class 24 contains 20186 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 17445 members 
Mstep: Class 28 contains 5990 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25571 members 
Mstep: Class 31 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100288.000000 Penalty: 108826.757812
Iteration 111Q: 32 clusters Score -1.811003e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226456 members 
Mstep: Class 2 contains 19458 members 
Mstep: Class 3 contains 131877 members 
Mstep: Class 4 contains 119273 members 
Mstep: Class 5 contains 13193 members 
Mstep: Class 6 contains 234693 members 
Mstep: Class 7 contains 156770 members 
Mstep: Class 8 contains 30356 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 7619 members 
Mstep: Class 11 contains 15051 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 41899 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 13872 members 
Mstep: Class 17 contains 6004 members 
Mstep: Class 18 contains 108142 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 114454 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 20198 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 17467 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25616 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100288.000000 Penalty: 108826.757812
Iteration 112Q: 32 clusters Score -1.811003e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226430 members 
Mstep: Class 2 contains 19468 members 
Mstep: Class 3 contains 131870 members 
Mstep: Class 4 contains 119314 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 234584 members 
Mstep: Class 7 contains 156734 members 
Mstep: Class 8 contains 30326 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15054 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 42181 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 13875 members 
Mstep: Class 17 contains 5873 members 
Mstep: Class 18 contains 108144 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 13192 members 
Mstep: Class 21 contains 114460 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 21565 members 
Mstep: Class 24 contains 20210 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 17479 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101040.000000 Penalty: 108826.757812
Iteration 113Q: 32 clusters Score -1.81101e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226422 members 
Mstep: Class 2 contains 19479 members 
Mstep: Class 3 contains 131860 members 
Mstep: Class 4 contains 119352 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 234496 members 
Mstep: Class 7 contains 156681 members 
Mstep: Class 8 contains 30306 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15054 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 42419 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 13875 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 108140 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13175 members 
Mstep: Class 21 contains 114467 members 
Mstep: Class 22 contains 10813 members 
Mstep: Class 23 contains 21561 members 
Mstep: Class 24 contains 20223 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 17491 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25695 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100928.000000 Penalty: 108826.757812
Iteration 114Q: 32 clusters Score -1.811009e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226417 members 
Mstep: Class 2 contains 19479 members 
Mstep: Class 3 contains 131857 members 
Mstep: Class 4 contains 119376 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 234378 members 
Mstep: Class 7 contains 156648 members 
Mstep: Class 8 contains 30285 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 11 contains 15057 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 42628 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 13876 members 
Mstep: Class 17 contains 5690 members 
Mstep: Class 18 contains 108159 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13168 members 
Mstep: Class 21 contains 114450 members 
Mstep: Class 22 contains 10791 members 
Mstep: Class 23 contains 21555 members 
Mstep: Class 24 contains 20232 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16205 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25733 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181100992.000000 Penalty: 108826.757812
Iteration 115Q: 32 clusters Score -1.81101e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226412 members 
Mstep: Class 2 contains 19476 members 
Mstep: Class 3 contains 131857 members 
Mstep: Class 4 contains 119409 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 234248 members 
Mstep: Class 7 contains 156602 members 
Mstep: Class 8 contains 30266 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 15060 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 42810 members 
Mstep: Class 14 contains 8966 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 13878 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 108165 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 13165 members 
Mstep: Class 21 contains 114448 members 
Mstep: Class 22 contains 10771 members 
Mstep: Class 23 contains 21559 members 
Mstep: Class 24 contains 20249 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 17513 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25767 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101104.000000 Penalty: 108826.757812
Iteration 116Q: 32 clusters Score -1.811011e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226396 members 
Mstep: Class 2 contains 19479 members 
Mstep: Class 3 contains 131853 members 
Mstep: Class 4 contains 119456 members 
Mstep: Class 5 contains 13121 members 
Mstep: Class 6 contains 234126 members 
Mstep: Class 7 contains 156574 members 
Mstep: Class 8 contains 30250 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 42963 members 
Mstep: Class 14 contains 8966 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 13878 members 
Mstep: Class 17 contains 5578 members 
Mstep: Class 18 contains 108164 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13161 members 
Mstep: Class 21 contains 114442 members 
Mstep: Class 22 contains 10748 members 
Mstep: Class 23 contains 21561 members 
Mstep: Class 24 contains 20263 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 17523 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25809 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101360.000000 Penalty: 108826.757812
Iteration 117Q: 32 clusters Score -1.811014e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226386 members 
Mstep: Class 2 contains 19487 members 
Mstep: Class 3 contains 131848 members 
Mstep: Class 4 contains 119488 members 
Mstep: Class 5 contains 13086 members 
Mstep: Class 6 contains 234047 members 
Mstep: Class 7 contains 156543 members 
Mstep: Class 8 contains 30232 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 15064 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 13879 members 
Mstep: Class 17 contains 5505 members 
Mstep: Class 18 contains 108153 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 114434 members 
Mstep: Class 22 contains 10724 members 
Mstep: Class 23 contains 21564 members 
Mstep: Class 24 contains 20278 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 17534 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25862 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181101776.000000 Penalty: 108826.757812
Iteration 118Q: 32 clusters Score -1.811018e+08 nChanged 637
Entering ConstructFrom: 
Score: -181101776.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (226377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226377 members 
Entering Unmasked Estep 
Score: -30329522.000000 Penalty: 3057.829346
	Iteration 0F: 2 clusters Score -3.032952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 113185 members 
Entering Unmasked Estep 
Score: -30209550.000000 Penalty: 6115.658691
	Iteration 0F: 3 clusters Score -3.020955e+07 nChanged 109221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -30273844.000000 Penalty: 6115.658691
	Iteration 1F: 3 clusters Score -3.027384e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -30274668.000000 Penalty: 6115.658691
	Iteration 2Q: 3 clusters Score -3.027467e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111309 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -30275488.000000 Penalty: 6115.658691
	Iteration 3Q: 3 clusters Score -3.027549e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -30276706.000000 Penalty: 6115.658691
	Iteration 4Q: 3 clusters Score -3.027671e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -30277888.000000 Penalty: 6115.658691
	Iteration 5Q: 3 clusters Score -3.027789e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -30279396.000000 Penalty: 6115.658691
	Iteration 6Q: 3 clusters Score -3.02794e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -30281416.000000 Penalty: 6115.658691
	Iteration 7Q: 3 clusters Score -3.028142e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -30284580.000000 Penalty: 6115.658691
	Iteration 8Q: 3 clusters Score -3.028458e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 132656 members 
Entering Unmasked Estep 
Score: -30289992.000000 Penalty: 6115.658691
	Iteration 9Q: 3 clusters Score -3.028999e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -30298366.000000 Penalty: 6115.658691
	Iteration 10F: 3 clusters Score -3.029837e+07 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -30307984.000000 Penalty: 6115.658691
	Iteration 11F: 3 clusters Score -3.030798e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -30315002.000000 Penalty: 6115.658691
	Iteration 12F: 3 clusters Score -3.0315e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -30317444.000000 Penalty: 6115.658691
	Iteration 13Q: 3 clusters Score -3.031744e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -30317854.000000 Penalty: 6115.658691
	Iteration 14Q: 3 clusters Score -3.031785e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -30317880.000000 Penalty: 6115.658691
	Iteration 15Q: 3 clusters Score -3.031788e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 141007 members 
Entering Unmasked Estep 
Score: -30317924.000000 Penalty: 6115.658691
	Iteration 16Q: 3 clusters Score -3.031792e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -30317972.000000 Penalty: 6115.658691
	Iteration 17Q: 3 clusters Score -3.031797e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 139180 members 
Entering Unmasked Estep 
Score: -30317806.000000 Penalty: 6115.658691
	Iteration 18Q: 3 clusters Score -3.031781e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 138107 members 
Entering Unmasked Estep 
Score: -30317722.000000 Penalty: 6115.658691
	Iteration 19Q: 3 clusters Score -3.031772e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -30317746.000000 Penalty: 6115.658691
	Iteration 20F: 3 clusters Score -3.031775e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -30317794.000000 Penalty: 6115.658691
	Iteration 21Q: 3 clusters Score -3.031779e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92094 members 
Mstep: Class 2 contains 134283 members 
Entering Unmasked Estep 
Score: -30317844.000000 Penalty: 6115.658691
	Iteration 22Q: 3 clusters Score -3.031784e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -30317972.000000 Penalty: 6115.658691
	Iteration 23Q: 3 clusters Score -3.031797e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -30318036.000000 Penalty: 6115.658691
	Iteration 24Q: 3 clusters Score -3.031804e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 130203 members 
Entering Unmasked Estep 
Score: -30318182.000000 Penalty: 6115.658691
	Iteration 25Q: 3 clusters Score -3.031818e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -30318266.000000 Penalty: 6115.658691
	Iteration 26Q: 3 clusters Score -3.031827e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 127325 members 
Entering Unmasked Estep 
Score: -30318342.000000 Penalty: 6115.658691
	Iteration 27Q: 3 clusters Score -3.031834e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -30318436.000000 Penalty: 6115.658691
	Iteration 28Q: 3 clusters Score -3.031844e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -30318610.000000 Penalty: 6115.658691
	Iteration 29Q: 3 clusters Score -3.031861e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -30318808.000000 Penalty: 6115.658691
	Iteration 30Q: 3 clusters Score -3.031881e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -30318902.000000 Penalty: 6115.658691
	Iteration 31Q: 3 clusters Score -3.03189e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -30318944.000000 Penalty: 6115.658691
	Iteration 32Q: 3 clusters Score -3.031894e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -30318960.000000 Penalty: 6115.658691
	Iteration 33Q: 3 clusters Score -3.031896e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -30319114.000000 Penalty: 6115.658691
	Iteration 34Q: 3 clusters Score -3.031911e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -30319168.000000 Penalty: 6115.658691
	Iteration 35Q: 3 clusters Score -3.031917e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109167 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -30319248.000000 Penalty: 6115.658691
	Iteration 36Q: 3 clusters Score -3.031925e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -30319340.000000 Penalty: 6115.658691
	Iteration 37Q: 3 clusters Score -3.031934e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -30319488.000000 Penalty: 6115.658691
	Iteration 38Q: 3 clusters Score -3.031949e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -30319542.000000 Penalty: 6115.658691
	Iteration 39Q: 3 clusters Score -3.031954e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -30319612.000000 Penalty: 6115.658691
	Iteration 40F: 3 clusters Score -3.031961e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -30319634.000000 Penalty: 6115.658691
	Iteration 41Q: 3 clusters Score -3.031963e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112091 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -30319742.000000 Penalty: 6115.658691
	Iteration 42Q: 3 clusters Score -3.031974e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -30319878.000000 Penalty: 6115.658691
	Iteration 43Q: 3 clusters Score -3.031988e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -30320030.000000 Penalty: 6115.658691
	Iteration 44Q: 3 clusters Score -3.032003e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 113600 members 
Entering Unmasked Estep 
Score: -30320124.000000 Penalty: 6115.658691
	Iteration 45Q: 3 clusters Score -3.032012e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -30320326.000000 Penalty: 6115.658691
	Iteration 46Q: 3 clusters Score -3.032033e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -30320418.000000 Penalty: 6115.658691
	Iteration 47Q: 3 clusters Score -3.032042e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -30320482.000000 Penalty: 6115.658691
	Iteration 48Q: 3 clusters Score -3.032048e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 112713 members 
Entering Unmasked Estep 
Score: -30320682.000000 Penalty: 6115.658691
	Iteration 49Q: 3 clusters Score -3.032068e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -30320756.000000 Penalty: 6115.658691
	Iteration 50Q: 3 clusters Score -3.032076e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -30320962.000000 Penalty: 6115.658691
	Iteration 51Q: 3 clusters Score -3.032096e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114339 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -30321080.000000 Penalty: 6115.658691
	Iteration 52Q: 3 clusters Score -3.032108e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -30321230.000000 Penalty: 6115.658691
	Iteration 53Q: 3 clusters Score -3.032123e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -30321260.000000 Penalty: 6115.658691
	Iteration 54Q: 3 clusters Score -3.032126e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -30321432.000000 Penalty: 6115.658691
	Iteration 55Q: 3 clusters Score -3.032143e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -30321592.000000 Penalty: 6115.658691
	Iteration 56Q: 3 clusters Score -3.032159e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -30321960.000000 Penalty: 6115.658691
	Iteration 57Q: 3 clusters Score -3.032196e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -30322212.000000 Penalty: 6115.658691
	Iteration 58Q: 3 clusters Score -3.032221e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -30322400.000000 Penalty: 6115.658691
	Iteration 59Q: 3 clusters Score -3.03224e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -30322730.000000 Penalty: 6115.658691
	Iteration 60F: 3 clusters Score -3.032273e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -30323102.000000 Penalty: 6115.658691
	Iteration 61Q: 3 clusters Score -3.03231e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -30323314.000000 Penalty: 6115.658691
	Iteration 62Q: 3 clusters Score -3.032331e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -30323550.000000 Penalty: 6115.658691
	Iteration 63Q: 3 clusters Score -3.032355e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -30324018.000000 Penalty: 6115.658691
	Iteration 64Q: 3 clusters Score -3.032402e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -30324470.000000 Penalty: 6115.658691
	Iteration 65Q: 3 clusters Score -3.032447e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -30324656.000000 Penalty: 6115.658691
	Iteration 66Q: 3 clusters Score -3.032466e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -30325004.000000 Penalty: 6115.658691
	Iteration 67Q: 3 clusters Score -3.0325e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -30325406.000000 Penalty: 6115.658691
	Iteration 68Q: 3 clusters Score -3.032541e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -30325632.000000 Penalty: 6115.658691
	Iteration 69Q: 3 clusters Score -3.032563e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -30326102.000000 Penalty: 6115.658691
	Iteration 70Q: 3 clusters Score -3.03261e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -30326378.000000 Penalty: 6115.658691
	Iteration 71Q: 3 clusters Score -3.032638e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -30326754.000000 Penalty: 6115.658691
	Iteration 72Q: 3 clusters Score -3.032675e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -30327064.000000 Penalty: 6115.658691
	Iteration 73Q: 3 clusters Score -3.032706e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -30327380.000000 Penalty: 6115.658691
	Iteration 74Q: 3 clusters Score -3.032738e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -30327702.000000 Penalty: 6115.658691
	Iteration 75Q: 3 clusters Score -3.03277e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -30327976.000000 Penalty: 6115.658691
	Iteration 76Q: 3 clusters Score -3.032798e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 119238 members 
Entering Unmasked Estep 
Score: -30328204.000000 Penalty: 6115.658691
	Iteration 77Q: 3 clusters Score -3.03282e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -30328380.000000 Penalty: 6115.658691
	Iteration 78Q: 3 clusters Score -3.032838e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -30328428.000000 Penalty: 6115.658691
	Iteration 79Q: 3 clusters Score -3.032843e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 122240 members 
Entering Unmasked Estep 
Score: -30328704.000000 Penalty: 6115.658691
	Iteration 80F: 3 clusters Score -3.03287e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -30328840.000000 Penalty: 6115.658691
	Iteration 81Q: 3 clusters Score -3.032884e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -30328966.000000 Penalty: 6115.658691
	Iteration 82Q: 3 clusters Score -3.032897e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -30329116.000000 Penalty: 6115.658691
	Iteration 83Q: 3 clusters Score -3.032912e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -30329184.000000 Penalty: 6115.658691
	Iteration 84Q: 3 clusters Score -3.032918e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -30329360.000000 Penalty: 6115.658691
	Iteration 85Q: 3 clusters Score -3.032936e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 129386 members 
Entering Unmasked Estep 
Score: -30329410.000000 Penalty: 6115.658691
	Iteration 86Q: 3 clusters Score -3.032941e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -30329494.000000 Penalty: 6115.658691
	Iteration 87Q: 3 clusters Score -3.032949e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -30329606.000000 Penalty: 6115.658691
	Iteration 88Q: 3 clusters Score -3.032961e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 133258 members 
Entering Unmasked Estep 
Score: -30329616.000000 Penalty: 6115.658691
	Iteration 89Q: 3 clusters Score -3.032962e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 134586 members 
Entering Unmasked Estep 
Score: -30329754.000000 Penalty: 6115.658691
	Iteration 90Q: 3 clusters Score -3.032975e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -30329768.000000 Penalty: 6115.658691
	Iteration 91Q: 3 clusters Score -3.032977e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -30329700.000000 Penalty: 6115.658691
	Iteration 92Q: 3 clusters Score -3.03297e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 138439 members 
Entering Unmasked Estep 
Score: -30329664.000000 Penalty: 6115.658691
	Iteration 93Q: 3 clusters Score -3.032966e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -30329556.000000 Penalty: 6115.658691
	Iteration 94Q: 3 clusters Score -3.032956e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -30329416.000000 Penalty: 6115.658691
	Iteration 95Q: 3 clusters Score -3.032942e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 142312 members 
Entering Unmasked Estep 
Score: -30329264.000000 Penalty: 6115.658691
	Iteration 96Q: 3 clusters Score -3.032926e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -30329170.000000 Penalty: 6115.658691
	Iteration 97Q: 3 clusters Score -3.032917e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 144731 members 
Entering Unmasked Estep 
Score: -30329158.000000 Penalty: 6115.658691
	Iteration 98Q: 3 clusters Score -3.032916e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -30328972.000000 Penalty: 6115.658691
	Iteration 99Q: 3 clusters Score -3.032897e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -30328888.000000 Penalty: 6115.658691
	Iteration 100F: 3 clusters Score -3.032889e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -30328776.000000 Penalty: 6115.658691
	Iteration 101Q: 3 clusters Score -3.032878e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 149672 members 
Entering Unmasked Estep 
Score: -30328626.000000 Penalty: 6115.658691
	Iteration 102Q: 3 clusters Score -3.032863e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -30328490.000000 Penalty: 6115.658691
	Iteration 103Q: 3 clusters Score -3.032849e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -30328322.000000 Penalty: 6115.658691
	Iteration 104Q: 3 clusters Score -3.032832e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -30328286.000000 Penalty: 6115.658691
	Iteration 105Q: 3 clusters Score -3.032829e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -30328074.000000 Penalty: 6115.658691
	Iteration 106Q: 3 clusters Score -3.032807e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -30327922.000000 Penalty: 6115.658691
	Iteration 107Q: 3 clusters Score -3.032792e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -30327720.000000 Penalty: 6115.658691
	Iteration 108Q: 3 clusters Score -3.032772e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 158806 members 
Entering Unmasked Estep 
Score: -30327576.000000 Penalty: 6115.658691
	Iteration 109Q: 3 clusters Score -3.032758e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 160008 members 
Entering Unmasked Estep 
Score: -30327400.000000 Penalty: 6115.658691
	Iteration 110Q: 3 clusters Score -3.03274e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -30327180.000000 Penalty: 6115.658691
	Iteration 111Q: 3 clusters Score -3.032718e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 162147 members 
Entering Unmasked Estep 
Score: -30326920.000000 Penalty: 6115.658691
	Iteration 112Q: 3 clusters Score -3.032692e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -30326724.000000 Penalty: 6115.658691
	Iteration 113Q: 3 clusters Score -3.032672e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 164060 members 
Entering Unmasked Estep 
Score: -30326568.000000 Penalty: 6115.658691
	Iteration 114Q: 3 clusters Score -3.032657e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -30326504.000000 Penalty: 6115.658691
	Iteration 115Q: 3 clusters Score -3.03265e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 165906 members 
Entering Unmasked Estep 
Score: -30326372.000000 Penalty: 6115.658691
	Iteration 116Q: 3 clusters Score -3.032637e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -30326208.000000 Penalty: 6115.658691
	Iteration 117Q: 3 clusters Score -3.032621e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 167557 members 
Entering Unmasked Estep 
Score: -30326134.000000 Penalty: 6115.658691
	Iteration 118Q: 3 clusters Score -3.032613e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -30325956.000000 Penalty: 6115.658691
	Iteration 119Q: 3 clusters Score -3.032596e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -30325842.000000 Penalty: 6115.658691
	Iteration 120F: 3 clusters Score -3.032584e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -30325824.000000 Penalty: 6115.658691
	Iteration 121Q: 3 clusters Score -3.032582e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -30325718.000000 Penalty: 6115.658691
	Iteration 122Q: 3 clusters Score -3.032572e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 171241 members 
Entering Unmasked Estep 
Score: -30325632.000000 Penalty: 6115.658691
	Iteration 123Q: 3 clusters Score -3.032563e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 171877 members 
Entering Unmasked Estep 
Score: -30325538.000000 Penalty: 6115.658691
	Iteration 124Q: 3 clusters Score -3.032554e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -30325520.000000 Penalty: 6115.658691
	Iteration 125Q: 3 clusters Score -3.032552e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -30325440.000000 Penalty: 6115.658691
	Iteration 126Q: 3 clusters Score -3.032544e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 173720 members 
Entering Unmasked Estep 
Score: -30325386.000000 Penalty: 6115.658691
	Iteration 127Q: 3 clusters Score -3.032539e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 174318 members 
Entering Unmasked Estep 
Score: -30325316.000000 Penalty: 6115.658691
	Iteration 128Q: 3 clusters Score -3.032532e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -30325202.000000 Penalty: 6115.658691
	Iteration 129Q: 3 clusters Score -3.03252e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -30325080.000000 Penalty: 6115.658691
	Iteration 130Q: 3 clusters Score -3.032508e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -30324920.000000 Penalty: 6115.658691
	Iteration 131Q: 3 clusters Score -3.032492e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -30324752.000000 Penalty: 6115.658691
	Iteration 132Q: 3 clusters Score -3.032475e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 177463 members 
Entering Unmasked Estep 
Score: -30324658.000000 Penalty: 6115.658691
	Iteration 133Q: 3 clusters Score -3.032466e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 178031 members 
Entering Unmasked Estep 
Score: -30324460.000000 Penalty: 6115.658691
	Iteration 134Q: 3 clusters Score -3.032446e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 178586 members 
Entering Unmasked Estep 
Score: -30324282.000000 Penalty: 6115.658691
	Iteration 135Q: 3 clusters Score -3.032428e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -30324156.000000 Penalty: 6115.658691
	Iteration 136Q: 3 clusters Score -3.032416e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -30324068.000000 Penalty: 6115.658691
	Iteration 137Q: 3 clusters Score -3.032407e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 180127 members 
Entering Unmasked Estep 
Score: -30324012.000000 Penalty: 6115.658691
	Iteration 138Q: 3 clusters Score -3.032401e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -30323914.000000 Penalty: 6115.658691
	Iteration 139Q: 3 clusters Score -3.032391e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 181105 members 
Entering Unmasked Estep 
Score: -30323806.000000 Penalty: 6115.658691
	Iteration 140F: 3 clusters Score -3.032381e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 181580 members 
Entering Unmasked Estep 
Score: -30323598.000000 Penalty: 6115.658691
	Iteration 141Q: 3 clusters Score -3.03236e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -30323440.000000 Penalty: 6115.658691
	Iteration 142Q: 3 clusters Score -3.032344e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 182542 members 
Entering Unmasked Estep 
Score: -30323282.000000 Penalty: 6115.658691
	Iteration 143Q: 3 clusters Score -3.032328e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 182987 members 
Entering Unmasked Estep 
Score: -30323228.000000 Penalty: 6115.658691
	Iteration 144Q: 3 clusters Score -3.032323e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 183415 members 
Entering Unmasked Estep 
Score: -30323212.000000 Penalty: 6115.658691
	Iteration 145Q: 3 clusters Score -3.032321e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 183894 members 
Entering Unmasked Estep 
Score: -30323170.000000 Penalty: 6115.658691
	Iteration 146Q: 3 clusters Score -3.032317e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 184328 members 
Entering Unmasked Estep 
Score: -30323164.000000 Penalty: 6115.658691
	Iteration 147Q: 3 clusters Score -3.032316e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -30323122.000000 Penalty: 6115.658691
	Iteration 148Q: 3 clusters Score -3.032312e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 185261 members 
Entering Unmasked Estep 
Score: -30322974.000000 Penalty: 6115.658691
	Iteration 149Q: 3 clusters Score -3.032297e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -30322864.000000 Penalty: 6115.658691
	Iteration 150Q: 3 clusters Score -3.032286e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 186292 members 
Entering Unmasked Estep 
Score: -30322812.000000 Penalty: 6115.658691
	Iteration 151Q: 3 clusters Score -3.032281e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -30322736.000000 Penalty: 6115.658691
	Iteration 152Q: 3 clusters Score -3.032274e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 187420 members 
Entering Unmasked Estep 
Score: -30322618.000000 Penalty: 6115.658691
	Iteration 153Q: 3 clusters Score -3.032262e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -30322534.000000 Penalty: 6115.658691
	Iteration 154Q: 3 clusters Score -3.032253e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -30322472.000000 Penalty: 6115.658691
	Iteration 155Q: 3 clusters Score -3.032247e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 188926 members 
Entering Unmasked Estep 
Score: -30322400.000000 Penalty: 6115.658691
	Iteration 156Q: 3 clusters Score -3.03224e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -30322368.000000 Penalty: 6115.658691
	Iteration 157Q: 3 clusters Score -3.032237e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -30322406.000000 Penalty: 6115.658691
	Iteration 158Q: 3 clusters Score -3.032241e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 190483 members 
Entering Unmasked Estep 
Score: -30322410.000000 Penalty: 6115.658691
	Iteration 159Q: 3 clusters Score -3.032241e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -30322380.000000 Penalty: 6115.658691
	Iteration 160F: 3 clusters Score -3.032238e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 191504 members 
Entering Unmasked Estep 
Score: -30322324.000000 Penalty: 6115.658691
	Iteration 161Q: 3 clusters Score -3.032232e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 192070 members 
Entering Unmasked Estep 
Score: -30322282.000000 Penalty: 6115.658691
	Iteration 162Q: 3 clusters Score -3.032228e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 192668 members 
Entering Unmasked Estep 
Score: -30322234.000000 Penalty: 6115.658691
	Iteration 163Q: 3 clusters Score -3.032223e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 193277 members 
Entering Unmasked Estep 
Score: -30322174.000000 Penalty: 6115.658691
	Iteration 164Q: 3 clusters Score -3.032217e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 193900 members 
Entering Unmasked Estep 
Score: -30322278.000000 Penalty: 6115.658691
	Iteration 165Q: 3 clusters Score -3.032228e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 194580 members 
Entering Unmasked Estep 
Score: -30322330.000000 Penalty: 6115.658691
	Iteration 166Q: 3 clusters Score -3.032233e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 195260 members 
Entering Unmasked Estep 
Score: -30322396.000000 Penalty: 6115.658691
	Iteration 167Q: 3 clusters Score -3.03224e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 195905 members 
Entering Unmasked Estep 
Score: -30322370.000000 Penalty: 6115.658691
	Iteration 168Q: 3 clusters Score -3.032237e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -30322430.000000 Penalty: 6115.658691
	Iteration 169Q: 3 clusters Score -3.032243e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 197340 members 
Entering Unmasked Estep 
Score: -30322334.000000 Penalty: 6115.658691
	Iteration 170Q: 3 clusters Score -3.032233e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 198046 members 
Entering Unmasked Estep 
Score: -30322352.000000 Penalty: 6115.658691
	Iteration 171Q: 3 clusters Score -3.032235e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 198732 members 
Entering Unmasked Estep 
Score: -30322390.000000 Penalty: 6115.658691
	Iteration 172Q: 3 clusters Score -3.032239e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 199406 members 
Entering Unmasked Estep 
Score: -30322482.000000 Penalty: 6115.658691
	Iteration 173Q: 3 clusters Score -3.032248e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 200100 members 
Entering Unmasked Estep 
Score: -30322566.000000 Penalty: 6115.658691
	Iteration 174Q: 3 clusters Score -3.032257e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 200819 members 
Entering Unmasked Estep 
Score: -30322706.000000 Penalty: 6115.658691
	Iteration 175Q: 3 clusters Score -3.032271e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 201531 members 
Entering Unmasked Estep 
Score: -30322674.000000 Penalty: 6115.658691
	Iteration 176Q: 3 clusters Score -3.032267e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 202247 members 
Entering Unmasked Estep 
Score: -30322710.000000 Penalty: 6115.658691
	Iteration 177Q: 3 clusters Score -3.032271e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 202993 members 
Entering Unmasked Estep 
Score: -30322800.000000 Penalty: 6115.658691
	Iteration 178Q: 3 clusters Score -3.03228e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 203780 members 
Entering Unmasked Estep 
Score: -30322974.000000 Penalty: 6115.658691
	Iteration 179Q: 3 clusters Score -3.032297e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 204593 members 
Entering Unmasked Estep 
Score: -30323188.000000 Penalty: 6115.658691
	Iteration 180F: 3 clusters Score -3.032319e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 205421 members 
Entering Unmasked Estep 
Score: -30323416.000000 Penalty: 6115.658691
	Iteration 181Q: 3 clusters Score -3.032342e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 206238 members 
Entering Unmasked Estep 
Score: -30323518.000000 Penalty: 6115.658691
	Iteration 182Q: 3 clusters Score -3.032352e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 207090 members 
Entering Unmasked Estep 
Score: -30323570.000000 Penalty: 6115.658691
	Iteration 183Q: 3 clusters Score -3.032357e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 207878 members 
Entering Unmasked Estep 
Score: -30323816.000000 Penalty: 6115.658691
	Iteration 184Q: 3 clusters Score -3.032382e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 208653 members 
Entering Unmasked Estep 
Score: -30323978.000000 Penalty: 6115.658691
	Iteration 185Q: 3 clusters Score -3.032398e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 209413 members 
Entering Unmasked Estep 
Score: -30324104.000000 Penalty: 6115.658691
	Iteration 186Q: 3 clusters Score -3.03241e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 210153 members 
Entering Unmasked Estep 
Score: -30324202.000000 Penalty: 6115.658691
	Iteration 187Q: 3 clusters Score -3.03242e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 210897 members 
Entering Unmasked Estep 
Score: -30324330.000000 Penalty: 6115.658691
	Iteration 188Q: 3 clusters Score -3.032433e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 211617 members 
Entering Unmasked Estep 
Score: -30324446.000000 Penalty: 6115.658691
	Iteration 189Q: 3 clusters Score -3.032445e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 212348 members 
Entering Unmasked Estep 
Score: -30324518.000000 Penalty: 6115.658691
	Iteration 190Q: 3 clusters Score -3.032452e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 213074 members 
Entering Unmasked Estep 
Score: -30324582.000000 Penalty: 6115.658691
	Iteration 191Q: 3 clusters Score -3.032458e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 213805 members 
Entering Unmasked Estep 
Score: -30324642.000000 Penalty: 6115.658691
	Iteration 192Q: 3 clusters Score -3.032464e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 214522 members 
Entering Unmasked Estep 
Score: -30324856.000000 Penalty: 6115.658691
	Iteration 193Q: 3 clusters Score -3.032486e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 215244 members 
Entering Unmasked Estep 
Score: -30324936.000000 Penalty: 6115.658691
	Iteration 194Q: 3 clusters Score -3.032494e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 215957 members 
Entering Unmasked Estep 
Score: -30325084.000000 Penalty: 6115.658691
	Iteration 195Q: 3 clusters Score -3.032508e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 216621 members 
Entering Unmasked Estep 
Score: -30325342.000000 Penalty: 6115.658691
	Iteration 196Q: 3 clusters Score -3.032534e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 217277 members 
Entering Unmasked Estep 
Score: -30325436.000000 Penalty: 6115.658691
	Iteration 197Q: 3 clusters Score -3.032544e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 217889 members 
Entering Unmasked Estep 
Score: -30325602.000000 Penalty: 6115.658691
	Iteration 198Q: 3 clusters Score -3.03256e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 218454 members 
Entering Unmasked Estep 
Score: -30325712.000000 Penalty: 6115.658691
	Iteration 199Q: 3 clusters Score -3.032571e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 218987 members 
Entering Unmasked Estep 
Score: -30325776.000000 Penalty: 6115.658691
	Iteration 200F: 3 clusters Score -3.032578e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 219474 members 
Entering Unmasked Estep 
Score: -30325772.000000 Penalty: 6115.658691
	Iteration 201Q: 3 clusters Score -3.032577e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 219949 members 
Entering Unmasked Estep 
Score: -30325906.000000 Penalty: 6115.658691
	Iteration 202Q: 3 clusters Score -3.032591e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 220368 members 
Entering Unmasked Estep 
Score: -30326012.000000 Penalty: 6115.658691
	Iteration 203Q: 3 clusters Score -3.032601e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 220749 members 
Entering Unmasked Estep 
Score: -30326086.000000 Penalty: 6115.658691
	Iteration 204Q: 3 clusters Score -3.032609e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 221131 members 
Entering Unmasked Estep 
Score: -30326170.000000 Penalty: 6115.658691
	Iteration 205Q: 3 clusters Score -3.032617e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 221496 members 
Entering Unmasked Estep 
Score: -30326290.000000 Penalty: 6115.658691
	Iteration 206Q: 3 clusters Score -3.032629e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 221854 members 
Entering Unmasked Estep 
Score: -30326328.000000 Penalty: 6115.658691
	Iteration 207Q: 3 clusters Score -3.032633e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 222165 members 
Entering Unmasked Estep 
Score: -30326382.000000 Penalty: 6115.658691
	Iteration 208Q: 3 clusters Score -3.032638e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 222452 members 
Entering Unmasked Estep 
Score: -30326508.000000 Penalty: 6115.658691
	Iteration 209Q: 3 clusters Score -3.032651e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 222691 members 
Entering Unmasked Estep 
Score: -30326632.000000 Penalty: 6115.658691
	Iteration 210Q: 3 clusters Score -3.032663e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 222938 members 
Entering Unmasked Estep 
Score: -30326662.000000 Penalty: 6115.658691
	Iteration 211Q: 3 clusters Score -3.032666e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 223152 members 
Entering Unmasked Estep 
Score: -30326794.000000 Penalty: 6115.658691
	Iteration 212Q: 3 clusters Score -3.032679e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 223341 members 
Entering Unmasked Estep 
Score: -30326802.000000 Penalty: 6115.658691
	Iteration 213Q: 3 clusters Score -3.03268e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 223495 members 
Entering Unmasked Estep 
Score: -30326810.000000 Penalty: 6115.658691
	Iteration 214Q: 3 clusters Score -3.032681e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 223631 members 
Entering Unmasked Estep 
Score: -30326836.000000 Penalty: 6115.658691
	Iteration 215Q: 3 clusters Score -3.032684e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 223772 members 
Entering Unmasked Estep 
Score: -30326910.000000 Penalty: 6115.658691
	Iteration 216Q: 3 clusters Score -3.032691e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 223904 members 
Entering Unmasked Estep 
Score: -30326926.000000 Penalty: 6115.658691
	Iteration 217Q: 3 clusters Score -3.032693e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 224028 members 
Entering Unmasked Estep 
Score: -30326898.000000 Penalty: 6115.658691
	Iteration 218Q: 3 clusters Score -3.03269e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 224136 members 
Entering Unmasked Estep 
Score: -30326898.000000 Penalty: 6115.658691
	Iteration 219Q: 3 clusters Score -3.03269e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 224234 members 
Entering Unmasked Estep 
Score: -30326962.000000 Penalty: 6115.658691
	Iteration 220F: 3 clusters Score -3.032696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 224325 members 
Entering Unmasked Estep 
Score: -30326968.000000 Penalty: 6115.658691
	Iteration 221Q: 3 clusters Score -3.032697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 224401 members 
Entering Unmasked Estep 
Score: -30326996.000000 Penalty: 6115.658691
	Iteration 222Q: 3 clusters Score -3.0327e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 224458 members 
Entering Unmasked Estep 
Score: -30326984.000000 Penalty: 6115.658691
	Iteration 223Q: 3 clusters Score -3.032698e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 224519 members 
Entering Unmasked Estep 
Score: -30326982.000000 Penalty: 6115.658691
	Iteration 224Q: 3 clusters Score -3.032698e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 224583 members 
Entering Unmasked Estep 
Score: -30327048.000000 Penalty: 6115.658691
	Iteration 225Q: 3 clusters Score -3.032705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 224629 members 
Entering Unmasked Estep 
Score: -30327048.000000 Penalty: 6115.658691
	Iteration 226Q: 3 clusters Score -3.032705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 224669 members 
Entering Unmasked Estep 
Score: -30327026.000000 Penalty: 6115.658691
	Iteration 227Q: 3 clusters Score -3.032703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 224701 members 
Entering Unmasked Estep 
Score: -30327026.000000 Penalty: 6115.658691
	Iteration 228Q: 3 clusters Score -3.032703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 224726 members 
Entering Unmasked Estep 
Score: -30327014.000000 Penalty: 6115.658691
	Iteration 229Q: 3 clusters Score -3.032701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 224750 members 
Entering Unmasked Estep 
Score: -30327026.000000 Penalty: 6115.658691
	Iteration 230Q: 3 clusters Score -3.032703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -30327040.000000 Penalty: 6115.658691
	Iteration 231Q: 3 clusters Score -3.032704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 224797 members 
Entering Unmasked Estep 
Score: -30327038.000000 Penalty: 6115.658691
	Iteration 232Q: 3 clusters Score -3.032704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -30327030.000000 Penalty: 6115.658691
	Iteration 233Q: 3 clusters Score -3.032703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 224821 members 
Entering Unmasked Estep 
Score: -30327042.000000 Penalty: 6115.658691
	Iteration 234Q: 3 clusters Score -3.032704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 224836 members 
Entering Unmasked Estep 
Score: -30327060.000000 Penalty: 6115.658691
	Iteration 235Q: 3 clusters Score -3.032706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 224849 members 
Entering Unmasked Estep 
Score: -30327058.000000 Penalty: 6115.658691
	Iteration 236Q: 3 clusters Score -3.032706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 224866 members 
Entering Unmasked Estep 
Score: -30327108.000000 Penalty: 6115.658691
	Iteration 237Q: 3 clusters Score -3.032711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 224883 members 
Entering Unmasked Estep 
Score: -30327098.000000 Penalty: 6115.658691
	Iteration 238Q: 3 clusters Score -3.03271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 224902 members 
Entering Unmasked Estep 
Score: -30327098.000000 Penalty: 6115.658691
	Iteration 239Q: 3 clusters Score -3.03271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -30327120.000000 Penalty: 6115.658691
	Iteration 240F: 3 clusters Score -3.032712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 224929 members 
Entering Unmasked Estep 
Score: -30327114.000000 Penalty: 6115.658691
	Iteration 241Q: 3 clusters Score -3.032711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -30327112.000000 Penalty: 6115.658691
	Iteration 242Q: 3 clusters Score -3.032711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 224963 members 
Entering Unmasked Estep 
Score: -30327114.000000 Penalty: 6115.658691
	Iteration 243Q: 3 clusters Score -3.032711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 224981 members 
Entering Unmasked Estep 
Score: -30327134.000000 Penalty: 6115.658691
	Iteration 244Q: 3 clusters Score -3.032713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 224992 members 
Entering Unmasked Estep 
Score: -30327144.000000 Penalty: 6115.658691
	Iteration 245Q: 3 clusters Score -3.032714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 225000 members 
Entering Unmasked Estep 
Score: -30327120.000000 Penalty: 6115.658691
	Iteration 246Q: 3 clusters Score -3.032712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 225010 members 
Entering Unmasked Estep 
Score: -30327128.000000 Penalty: 6115.658691
	Iteration 247Q: 3 clusters Score -3.032713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 225016 members 
Entering Unmasked Estep 
Score: -30327158.000000 Penalty: 6115.658691
	Iteration 248Q: 3 clusters Score -3.032716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 225021 members 
Entering Unmasked Estep 
Score: -30327124.000000 Penalty: 6115.658691
	Iteration 249Q: 3 clusters Score -3.032712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 225030 members 
Entering Unmasked Estep 
Score: -30327124.000000 Penalty: 6115.658691
	Iteration 250Q: 3 clusters Score -3.032712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 225036 members 
Entering Unmasked Estep 
Score: -30327130.000000 Penalty: 6115.658691
	Iteration 251Q: 3 clusters Score -3.032713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 225040 members 
Entering Unmasked Estep 
Score: -30327122.000000 Penalty: 6115.658691
	Iteration 252Q: 3 clusters Score -3.032712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 225048 members 
Entering Unmasked Estep 
Score: -30327140.000000 Penalty: 6115.658691
	Iteration 253Q: 3 clusters Score -3.032714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 225056 members 
Entering Unmasked Estep 
Score: -30327158.000000 Penalty: 6115.658691
	Iteration 254Q: 3 clusters Score -3.032716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 225060 members 
Entering Unmasked Estep 
Score: -30327152.000000 Penalty: 6115.658691
	Iteration 255Q: 3 clusters Score -3.032715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 225064 members 
Entering Unmasked Estep 
Score: -30327156.000000 Penalty: 6115.658691
	Iteration 256Q: 3 clusters Score -3.032716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 225067 members 
Entering Unmasked Estep 
Score: -30327160.000000 Penalty: 6115.658691
	Iteration 257Q: 3 clusters Score -3.032716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 225070 members 
Entering Unmasked Estep 
Score: -30327178.000000 Penalty: 6115.658691
	Iteration 258Q: 3 clusters Score -3.032718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 225076 members 
Entering Unmasked Estep 
Score: -30327166.000000 Penalty: 6115.658691
	Iteration 259Q: 3 clusters Score -3.032717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 225085 members 
Entering Unmasked Estep 
Score: -30327176.000000 Penalty: 6115.658691
	Iteration 260F: 3 clusters Score -3.032718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 225096 members 
Entering Unmasked Estep 
Score: -30327196.000000 Penalty: 6115.658691
	Iteration 261Q: 3 clusters Score -3.03272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -30327212.000000 Penalty: 6115.658691
	Iteration 262Q: 3 clusters Score -3.032721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -30327206.000000 Penalty: 6115.658691
	Iteration 263Q: 3 clusters Score -3.032721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -30327206.000000 Penalty: 6115.658691
	Iteration 264F: 3 clusters Score -3.032721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -2372132.750000 Penalty: 2449.671631
	Iteration 0F: 2 clusters Score -2372133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2358395.250000 Penalty: 4899.343262
	Iteration 0F: 3 clusters Score -2358395 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2363231.250000 Penalty: 4899.343262
	Iteration 1F: 3 clusters Score -2363231 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2363792.500000 Penalty: 4899.343262
	Iteration 2F: 3 clusters Score -2363792 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2364273.000000 Penalty: 4899.343262
	Iteration 3F: 3 clusters Score -2364273 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2364731.250000 Penalty: 4899.343262
	Iteration 4Q: 3 clusters Score -2364731 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2365146.250000 Penalty: 4899.343262
	Iteration 5Q: 3 clusters Score -2365146 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2365523.750000 Penalty: 4899.343262
	Iteration 6Q: 3 clusters Score -2365524 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2365892.250000 Penalty: 4899.343262
	Iteration 7Q: 3 clusters Score -2365892 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2366224.250000 Penalty: 4899.343262
	Iteration 8Q: 3 clusters Score -2366224 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2366564.250000 Penalty: 4899.343262
	Iteration 9Q: 3 clusters Score -2366564 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2366902.000000 Penalty: 4899.343262
	Iteration 10Q: 3 clusters Score -2366902 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2367248.250000 Penalty: 4899.343262
	Iteration 11Q: 3 clusters Score -2367248 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2367569.500000 Penalty: 4899.343262
	Iteration 12Q: 3 clusters Score -2367570 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2367841.500000 Penalty: 4899.343262
	Iteration 13Q: 3 clusters Score -2367842 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2368093.500000 Penalty: 4899.343262
	Iteration 14Q: 3 clusters Score -2368094 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2368343.000000 Penalty: 4899.343262
	Iteration 15Q: 3 clusters Score -2368343 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2368591.500000 Penalty: 4899.343262
	Iteration 16Q: 3 clusters Score -2368592 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2368864.250000 Penalty: 4899.343262
	Iteration 17Q: 3 clusters Score -2368864 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2369109.750000 Penalty: 4899.343262
	Iteration 18Q: 3 clusters Score -2369110 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2369375.250000 Penalty: 4899.343262
	Iteration 19Q: 3 clusters Score -2369375 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2369584.750000 Penalty: 4899.343262
	Iteration 20F: 3 clusters Score -2369585 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2369808.500000 Penalty: 4899.343262
	Iteration 21Q: 3 clusters Score -2369808 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2370045.750000 Penalty: 4899.343262
	Iteration 22Q: 3 clusters Score -2370046 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2370265.500000 Penalty: 4899.343262
	Iteration 23Q: 3 clusters Score -2370266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2370459.500000 Penalty: 4899.343262
	Iteration 24Q: 3 clusters Score -2370460 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2370712.500000 Penalty: 4899.343262
	Iteration 25Q: 3 clusters Score -2370712 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2370971.750000 Penalty: 4899.343262
	Iteration 26Q: 3 clusters Score -2370972 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2371201.250000 Penalty: 4899.343262
	Iteration 27Q: 3 clusters Score -2371201 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2371370.000000 Penalty: 4899.343262
	Iteration 28Q: 3 clusters Score -2371370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2371529.000000 Penalty: 4899.343262
	Iteration 29Q: 3 clusters Score -2371529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2371645.500000 Penalty: 4899.343262
	Iteration 30Q: 3 clusters Score -2371646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2371737.500000 Penalty: 4899.343262
	Iteration 31Q: 3 clusters Score -2371738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2371821.750000 Penalty: 4899.343262
	Iteration 32Q: 3 clusters Score -2371822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2371889.500000 Penalty: 4899.343262
	Iteration 33Q: 3 clusters Score -2371890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2371933.250000 Penalty: 4899.343262
	Iteration 34Q: 3 clusters Score -2371933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2371946.750000 Penalty: 4899.343262
	Iteration 35Q: 3 clusters Score -2371947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2371943.750000 Penalty: 4899.343262
	Iteration 36Q: 3 clusters Score -2371944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2371950.000000 Penalty: 4899.343262
	Iteration 37Q: 3 clusters Score -2371950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2371955.000000 Penalty: 4899.343262
	Iteration 38Q: 3 clusters Score -2371955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2371954.750000 Penalty: 4899.343262
	Iteration 39Q: 3 clusters Score -2371955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2371960.500000 Penalty: 4899.343262
	Iteration 40F: 3 clusters Score -2371960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2371973.750000 Penalty: 4899.343262
	Iteration 41Q: 3 clusters Score -2371974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2371976.500000 Penalty: 4899.343262
	Iteration 42Q: 3 clusters Score -2371976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2371974.250000 Penalty: 4899.343262
	Iteration 43Q: 3 clusters Score -2371974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2371980.500000 Penalty: 4899.343262
	Iteration 44Q: 3 clusters Score -2371980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2371981.750000 Penalty: 4899.343262
	Iteration 45Q: 3 clusters Score -2371982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2371987.000000 Penalty: 4899.343262
	Iteration 46Q: 3 clusters Score -2371987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2371987.000000 Penalty: 4899.343262
	Iteration 47F: 3 clusters Score -2371987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Entering Unmasked Estep 
Score: -17304766.000000 Penalty: 2923.755615
	Iteration 0F: 2 clusters Score -1.730477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -17217094.000000 Penalty: 5847.511230
	Iteration 0F: 3 clusters Score -1.721709e+07 nChanged 62870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -17253600.000000 Penalty: 5847.511230
	Iteration 1F: 3 clusters Score -1.72536e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -17255004.000000 Penalty: 5847.511230
	Iteration 2Q: 3 clusters Score -1.7255e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -17257436.000000 Penalty: 5847.511230
	Iteration 3Q: 3 clusters Score -1.725744e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -17262466.000000 Penalty: 5847.511230
	Iteration 4F: 3 clusters Score -1.726247e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -17270972.000000 Penalty: 5847.511230
	Iteration 5F: 3 clusters Score -1.727097e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -17281662.000000 Penalty: 5847.511230
	Iteration 6F: 3 clusters Score -1.728166e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -17291066.000000 Penalty: 5847.511230
	Iteration 7F: 3 clusters Score -1.729107e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 125494 members 
Entering Unmasked Estep 
Score: -17296920.000000 Penalty: 5847.511230
	Iteration 8Q: 3 clusters Score -1.729692e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 128868 members 
Entering Unmasked Estep 
Score: -17299898.000000 Penalty: 5847.511230
	Iteration 9Q: 3 clusters Score -1.72999e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 130380 members 
Entering Unmasked Estep 
Score: -17301158.000000 Penalty: 5847.511230
	Iteration 10Q: 3 clusters Score -1.730116e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -17301698.000000 Penalty: 5847.511230
	Iteration 11Q: 3 clusters Score -1.73017e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -17301954.000000 Penalty: 5847.511230
	Iteration 12Q: 3 clusters Score -1.730195e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -17302066.000000 Penalty: 5847.511230
	Iteration 13Q: 3 clusters Score -1.730207e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -17302134.000000 Penalty: 5847.511230
	Iteration 14Q: 3 clusters Score -1.730213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -17302160.000000 Penalty: 5847.511230
	Iteration 15Q: 3 clusters Score -1.730216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -17302204.000000 Penalty: 5847.511230
	Iteration 16Q: 3 clusters Score -1.73022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131346 members 
Entering Unmasked Estep 
Score: -17302252.000000 Penalty: 5847.511230
	Iteration 17Q: 3 clusters Score -1.730225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 131354 members 
Entering Unmasked Estep 
Score: -17302244.000000 Penalty: 5847.511230
	Iteration 18Q: 3 clusters Score -1.730224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -17302258.000000 Penalty: 5847.511230
	Iteration 19Q: 3 clusters Score -1.730226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -17302268.000000 Penalty: 5847.511230
	Iteration 20F: 3 clusters Score -1.730227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 131378 members 
Entering Unmasked Estep 
Score: -17302272.000000 Penalty: 5847.511230
	Iteration 21Q: 3 clusters Score -1.730227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 131391 members 
Entering Unmasked Estep 
Score: -17302288.000000 Penalty: 5847.511230
	Iteration 22Q: 3 clusters Score -1.730229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -17302292.000000 Penalty: 5847.511230
	Iteration 23Q: 3 clusters Score -1.730229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -17302298.000000 Penalty: 5847.511230
	Iteration 24Q: 3 clusters Score -1.73023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -17302294.000000 Penalty: 5847.511230
	Iteration 25Q: 3 clusters Score -1.730229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 131411 members 
Entering Unmasked Estep 
Score: -17302304.000000 Penalty: 5847.511230
	Iteration 26Q: 3 clusters Score -1.73023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 131411 members 
Entering Unmasked Estep 
Score: -17302304.000000 Penalty: 5847.511230
	Iteration 27F: 3 clusters Score -1.73023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Entering Unmasked Estep 
Score: -15970069.000000 Penalty: 2899.408691
	Iteration 0F: 2 clusters Score -1.597007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -15890869.000000 Penalty: 5798.817383
	Iteration 0F: 3 clusters Score -1.589087e+07 nChanged 56711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -15922791.000000 Penalty: 5798.817383
	Iteration 1F: 3 clusters Score -1.592279e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -15923487.000000 Penalty: 5798.817383
	Iteration 2Q: 3 clusters Score -1.592349e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -15924418.000000 Penalty: 5798.817383
	Iteration 3Q: 3 clusters Score -1.592442e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -15925375.000000 Penalty: 5798.817383
	Iteration 4Q: 3 clusters Score -1.592538e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -15926730.000000 Penalty: 5798.817383
	Iteration 5Q: 3 clusters Score -1.592673e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -15928870.000000 Penalty: 5798.817383
	Iteration 6Q: 3 clusters Score -1.592887e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -15931979.000000 Penalty: 5798.817383
	Iteration 7F: 3 clusters Score -1.593198e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -15936644.000000 Penalty: 5798.817383
	Iteration 8F: 3 clusters Score -1.593664e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -15943112.000000 Penalty: 5798.817383
	Iteration 9F: 3 clusters Score -1.594311e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -15950488.000000 Penalty: 5798.817383
	Iteration 10F: 3 clusters Score -1.595049e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -15955301.000000 Penalty: 5798.817383
	Iteration 11F: 3 clusters Score -1.59553e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -15957571.000000 Penalty: 5798.817383
	Iteration 12Q: 3 clusters Score -1.595757e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -15958753.000000 Penalty: 5798.817383
	Iteration 13Q: 3 clusters Score -1.595875e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -15959675.000000 Penalty: 5798.817383
	Iteration 14Q: 3 clusters Score -1.595968e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -15960443.000000 Penalty: 5798.817383
	Iteration 15Q: 3 clusters Score -1.596044e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -15961216.000000 Penalty: 5798.817383
	Iteration 16Q: 3 clusters Score -1.596122e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -15961868.000000 Penalty: 5798.817383
	Iteration 17Q: 3 clusters Score -1.596187e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -15962447.000000 Penalty: 5798.817383
	Iteration 18Q: 3 clusters Score -1.596245e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -15962893.000000 Penalty: 5798.817383
	Iteration 19Q: 3 clusters Score -1.596289e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -15963290.000000 Penalty: 5798.817383
	Iteration 20F: 3 clusters Score -1.596329e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -15963707.000000 Penalty: 5798.817383
	Iteration 21Q: 3 clusters Score -1.596371e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -15964125.000000 Penalty: 5798.817383
	Iteration 22Q: 3 clusters Score -1.596412e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -15964460.000000 Penalty: 5798.817383
	Iteration 23Q: 3 clusters Score -1.596446e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -15964762.000000 Penalty: 5798.817383
	Iteration 24Q: 3 clusters Score -1.596476e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -15965089.000000 Penalty: 5798.817383
	Iteration 25Q: 3 clusters Score -1.596509e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -15965391.000000 Penalty: 5798.817383
	Iteration 26Q: 3 clusters Score -1.596539e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -15965606.000000 Penalty: 5798.817383
	Iteration 27Q: 3 clusters Score -1.596561e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -15965831.000000 Penalty: 5798.817383
	Iteration 28Q: 3 clusters Score -1.596583e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -15966024.000000 Penalty: 5798.817383
	Iteration 29Q: 3 clusters Score -1.596602e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -15966234.000000 Penalty: 5798.817383
	Iteration 30Q: 3 clusters Score -1.596623e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -15966408.000000 Penalty: 5798.817383
	Iteration 31Q: 3 clusters Score -1.596641e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -15966561.000000 Penalty: 5798.817383
	Iteration 32Q: 3 clusters Score -1.596656e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -15966729.000000 Penalty: 5798.817383
	Iteration 33Q: 3 clusters Score -1.596673e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -15966852.000000 Penalty: 5798.817383
	Iteration 34Q: 3 clusters Score -1.596685e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 116174 members 
Entering Unmasked Estep 
Score: -15966919.000000 Penalty: 5798.817383
	Iteration 35Q: 3 clusters Score -1.596692e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -15967004.000000 Penalty: 5798.817383
	Iteration 36Q: 3 clusters Score -1.5967e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -15967069.000000 Penalty: 5798.817383
	Iteration 37Q: 3 clusters Score -1.596707e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -15967112.000000 Penalty: 5798.817383
	Iteration 38Q: 3 clusters Score -1.596711e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 116856 members 
Entering Unmasked Estep 
Score: -15967164.000000 Penalty: 5798.817383
	Iteration 39Q: 3 clusters Score -1.596716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 116978 members 
Entering Unmasked Estep 
Score: -15967183.000000 Penalty: 5798.817383
	Iteration 40F: 3 clusters Score -1.596718e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -15967205.000000 Penalty: 5798.817383
	Iteration 41Q: 3 clusters Score -1.59672e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -15967291.000000 Penalty: 5798.817383
	Iteration 42Q: 3 clusters Score -1.596729e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -15967353.000000 Penalty: 5798.817383
	Iteration 43Q: 3 clusters Score -1.596735e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -15967377.000000 Penalty: 5798.817383
	Iteration 44Q: 3 clusters Score -1.596738e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -15967385.000000 Penalty: 5798.817383
	Iteration 45Q: 3 clusters Score -1.596738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -15967396.000000 Penalty: 5798.817383
	Iteration 46Q: 3 clusters Score -1.59674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -15967403.000000 Penalty: 5798.817383
	Iteration 47Q: 3 clusters Score -1.59674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -15967397.000000 Penalty: 5798.817383
	Iteration 48Q: 3 clusters Score -1.59674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -15967395.000000 Penalty: 5798.817383
	Iteration 49Q: 3 clusters Score -1.59674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -15967419.000000 Penalty: 5798.817383
	Iteration 50Q: 3 clusters Score -1.596742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 117687 members 
Entering Unmasked Estep 
Score: -15967428.000000 Penalty: 5798.817383
	Iteration 51Q: 3 clusters Score -1.596743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -15967443.000000 Penalty: 5798.817383
	Iteration 52Q: 3 clusters Score -1.596744e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -15967480.000000 Penalty: 5798.817383
	Iteration 53Q: 3 clusters Score -1.596748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -15967502.000000 Penalty: 5798.817383
	Iteration 54Q: 3 clusters Score -1.59675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -15967508.000000 Penalty: 5798.817383
	Iteration 55Q: 3 clusters Score -1.596751e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 117947 members 
Entering Unmasked Estep 
Score: -15967537.000000 Penalty: 5798.817383
	Iteration 56Q: 3 clusters Score -1.596754e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 117982 members 
Entering Unmasked Estep 
Score: -15967542.000000 Penalty: 5798.817383
	Iteration 57Q: 3 clusters Score -1.596754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 118014 members 
Entering Unmasked Estep 
Score: -15967572.000000 Penalty: 5798.817383
	Iteration 58Q: 3 clusters Score -1.596757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -15967588.000000 Penalty: 5798.817383
	Iteration 59Q: 3 clusters Score -1.596759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -15967597.000000 Penalty: 5798.817383
	Iteration 60F: 3 clusters Score -1.59676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -15967591.000000 Penalty: 5798.817383
	Iteration 61Q: 3 clusters Score -1.596759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -15967600.000000 Penalty: 5798.817383
	Iteration 62Q: 3 clusters Score -1.59676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -15967618.000000 Penalty: 5798.817383
	Iteration 63Q: 3 clusters Score -1.596762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -15967613.000000 Penalty: 5798.817383
	Iteration 64Q: 3 clusters Score -1.596761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -15967606.000000 Penalty: 5798.817383
	Iteration 65Q: 3 clusters Score -1.596761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -15967598.000000 Penalty: 5798.817383
	Iteration 66Q: 3 clusters Score -1.59676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -15967599.000000 Penalty: 5798.817383
	Iteration 67Q: 3 clusters Score -1.59676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -15967605.000000 Penalty: 5798.817383
	Iteration 68Q: 3 clusters Score -1.59676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -15967582.000000 Penalty: 5798.817383
	Iteration 69Q: 3 clusters Score -1.596758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 118182 members 
Entering Unmasked Estep 
Score: -15967589.000000 Penalty: 5798.817383
	Iteration 70Q: 3 clusters Score -1.596759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -15967595.000000 Penalty: 5798.817383
	Iteration 71Q: 3 clusters Score -1.59676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -15967602.000000 Penalty: 5798.817383
	Iteration 72Q: 3 clusters Score -1.59676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 118193 members 
Entering Unmasked Estep 
Score: -15967607.000000 Penalty: 5798.817383
	Iteration 73Q: 3 clusters Score -1.596761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -15967603.000000 Penalty: 5798.817383
	Iteration 74Q: 3 clusters Score -1.59676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -15967609.000000 Penalty: 5798.817383
	Iteration 75Q: 3 clusters Score -1.596761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -15967609.000000 Penalty: 5798.817383
	Iteration 76Q: 3 clusters Score -1.596761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -15967610.000000 Penalty: 5798.817383
	Iteration 77Q: 3 clusters Score -1.596761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -15967610.000000 Penalty: 5798.817383
	Iteration 78F: 3 clusters Score -1.596761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Entering Unmasked Estep 
Score: -1766447.125000 Penalty: 2350.201660
	Iteration 0F: 2 clusters Score -1766447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1756853.750000 Penalty: 4700.403320
	Iteration 0F: 3 clusters Score -1756854 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1759954.000000 Penalty: 4700.403320
	Iteration 1F: 3 clusters Score -1759954 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1760335.125000 Penalty: 4700.403320
	Iteration 2F: 3 clusters Score -1760335 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1760716.875000 Penalty: 4700.403320
	Iteration 3F: 3 clusters Score -1760717 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1761197.250000 Penalty: 4700.403320
	Iteration 4F: 3 clusters Score -1761197 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1761819.875000 Penalty: 4700.403320
	Iteration 5F: 3 clusters Score -1761820 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1762432.250000 Penalty: 4700.403320
	Iteration 6F: 3 clusters Score -1762432 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1762949.500000 Penalty: 4700.403320
	Iteration 7F: 3 clusters Score -1762950 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1763307.375000 Penalty: 4700.403320
	Iteration 8F: 3 clusters Score -1763307 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1763562.375000 Penalty: 4700.403320
	Iteration 9Q: 3 clusters Score -1763562 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1763771.250000 Penalty: 4700.403320
	Iteration 10Q: 3 clusters Score -1763771 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1763977.875000 Penalty: 4700.403320
	Iteration 11Q: 3 clusters Score -1763978 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1764170.250000 Penalty: 4700.403320
	Iteration 12Q: 3 clusters Score -1764170 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1764348.500000 Penalty: 4700.403320
	Iteration 13Q: 3 clusters Score -1764348 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1764505.250000 Penalty: 4700.403320
	Iteration 14Q: 3 clusters Score -1764505 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1764656.625000 Penalty: 4700.403320
	Iteration 15Q: 3 clusters Score -1764657 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1764773.750000 Penalty: 4700.403320
	Iteration 16Q: 3 clusters Score -1764774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1764863.750000 Penalty: 4700.403320
	Iteration 17Q: 3 clusters Score -1764864 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1764959.750000 Penalty: 4700.403320
	Iteration 18Q: 3 clusters Score -1764960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1765039.625000 Penalty: 4700.403320
	Iteration 19Q: 3 clusters Score -1765040 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1765119.250000 Penalty: 4700.403320
	Iteration 20F: 3 clusters Score -1765119 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1765175.875000 Penalty: 4700.403320
	Iteration 21Q: 3 clusters Score -1765176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1765220.000000 Penalty: 4700.403320
	Iteration 22Q: 3 clusters Score -1765220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1765254.000000 Penalty: 4700.403320
	Iteration 23Q: 3 clusters Score -1765254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1765270.125000 Penalty: 4700.403320
	Iteration 24Q: 3 clusters Score -1765270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1765295.625000 Penalty: 4700.403320
	Iteration 25Q: 3 clusters Score -1765296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1765313.625000 Penalty: 4700.403320
	Iteration 26Q: 3 clusters Score -1765314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1765331.000000 Penalty: 4700.403320
	Iteration 27Q: 3 clusters Score -1765331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1765354.750000 Penalty: 4700.403320
	Iteration 28Q: 3 clusters Score -1765355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1765384.000000 Penalty: 4700.403320
	Iteration 29Q: 3 clusters Score -1765384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1765404.000000 Penalty: 4700.403320
	Iteration 30Q: 3 clusters Score -1765404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1765426.125000 Penalty: 4700.403320
	Iteration 31Q: 3 clusters Score -1765426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1765448.500000 Penalty: 4700.403320
	Iteration 32Q: 3 clusters Score -1765448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1765461.375000 Penalty: 4700.403320
	Iteration 33Q: 3 clusters Score -1765461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1765470.250000 Penalty: 4700.403320
	Iteration 34Q: 3 clusters Score -1765470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1765479.625000 Penalty: 4700.403320
	Iteration 35Q: 3 clusters Score -1765480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1765485.375000 Penalty: 4700.403320
	Iteration 36Q: 3 clusters Score -1765485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1765484.750000 Penalty: 4700.403320
	Iteration 37Q: 3 clusters Score -1765485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1765482.500000 Penalty: 4700.403320
	Iteration 38Q: 3 clusters Score -1765482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1765489.375000 Penalty: 4700.403320
	Iteration 39Q: 3 clusters Score -1765489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1765489.375000 Penalty: 4700.403320
	Iteration 40F: 3 clusters Score -1765489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (233990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233990 members 
Entering Unmasked Estep 
Score: -31307054.000000 Penalty: 3066.032227
	Iteration 0F: 2 clusters Score -3.130705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -31169344.000000 Penalty: 6132.064453
	Iteration 0F: 3 clusters Score -3.116934e+07 nChanged 112810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -31236128.000000 Penalty: 6132.064453
	Iteration 1F: 3 clusters Score -3.123613e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -31237690.000000 Penalty: 6132.064453
	Iteration 2Q: 3 clusters Score -3.123769e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -31240474.000000 Penalty: 6132.064453
	Iteration 3Q: 3 clusters Score -3.124047e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -31244662.000000 Penalty: 6132.064453
	Iteration 4Q: 3 clusters Score -3.124466e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158903 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -31252936.000000 Penalty: 6132.064453
	Iteration 5F: 3 clusters Score -3.125294e+07 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -31265414.000000 Penalty: 6132.064453
	Iteration 6F: 3 clusters Score -3.126541e+07 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -31278734.000000 Penalty: 6132.064453
	Iteration 7F: 3 clusters Score -3.127873e+07 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211398 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -31289370.000000 Penalty: 6132.064453
	Iteration 8F: 3 clusters Score -3.128937e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221724 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -31296272.000000 Penalty: 6132.064453
	Iteration 9Q: 3 clusters Score -3.129627e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227623 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -31300246.000000 Penalty: 6132.064453
	Iteration 10Q: 3 clusters Score -3.130025e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230727 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -31302294.000000 Penalty: 6132.064453
	Iteration 11Q: 3 clusters Score -3.130229e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232165 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -31303224.000000 Penalty: 6132.064453
	Iteration 12Q: 3 clusters Score -3.130322e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232789 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -31303734.000000 Penalty: 6132.064453
	Iteration 13Q: 3 clusters Score -3.130373e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233083 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -31304044.000000 Penalty: 6132.064453
	Iteration 14Q: 3 clusters Score -3.130404e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233250 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -31304140.000000 Penalty: 6132.064453
	Iteration 15Q: 3 clusters Score -3.130414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233333 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -31304210.000000 Penalty: 6132.064453
	Iteration 16Q: 3 clusters Score -3.130421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233385 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -31304266.000000 Penalty: 6132.064453
	Iteration 17Q: 3 clusters Score -3.130427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233428 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -31304358.000000 Penalty: 6132.064453
	Iteration 18Q: 3 clusters Score -3.130436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233454 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31304376.000000 Penalty: 6132.064453
	Iteration 19Q: 3 clusters Score -3.130438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233476 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -31304426.000000 Penalty: 6132.064453
	Iteration 20F: 3 clusters Score -3.130443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233491 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -31304428.000000 Penalty: 6132.064453
	Iteration 21Q: 3 clusters Score -3.130443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233493 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -31304438.000000 Penalty: 6132.064453
	Iteration 22Q: 3 clusters Score -3.130444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233501 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -31304434.000000 Penalty: 6132.064453
	Iteration 23Q: 3 clusters Score -3.130443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233505 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -31304424.000000 Penalty: 6132.064453
	Iteration 24Q: 3 clusters Score -3.130442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -31304452.000000 Penalty: 6132.064453
	Iteration 25Q: 3 clusters Score -3.130445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -31304432.000000 Penalty: 6132.064453
	Iteration 26Q: 3 clusters Score -3.130443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233514 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31304444.000000 Penalty: 6132.064453
	Iteration 27Q: 3 clusters Score -3.130444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233519 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -31304458.000000 Penalty: 6132.064453
	Iteration 28Q: 3 clusters Score -3.130446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233520 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31304456.000000 Penalty: 6132.064453
	Iteration 29Q: 3 clusters Score -3.130446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31304478.000000 Penalty: 6132.064453
	Iteration 30Q: 3 clusters Score -3.130448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -31304466.000000 Penalty: 6132.064453
	Iteration 31Q: 3 clusters Score -3.130447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31304458.000000 Penalty: 6132.064453
	Iteration 32Q: 3 clusters Score -3.130446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233528 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31304476.000000 Penalty: 6132.064453
	Iteration 33Q: 3 clusters Score -3.130448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233530 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31304484.000000 Penalty: 6132.064453
	Iteration 34Q: 3 clusters Score -3.130448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31304466.000000 Penalty: 6132.064453
	Iteration 35Q: 3 clusters Score -3.130447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31304466.000000 Penalty: 6132.064453
	Iteration 36Q: 3 clusters Score -3.130447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31304462.000000 Penalty: 6132.064453
	Iteration 37Q: 3 clusters Score -3.130446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31304468.000000 Penalty: 6132.064453
	Iteration 38Q: 3 clusters Score -3.130447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31304468.000000 Penalty: 6132.064453
	Iteration 39F: 3 clusters Score -3.130447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156535 members 
Entering Unmasked Estep 
Score: -20717224.000000 Penalty: 2966.336670
	Iteration 0F: 2 clusters Score -2.071722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -20616306.000000 Penalty: 5932.673340
	Iteration 0F: 3 clusters Score -2.061631e+07 nChanged 74568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -20659564.000000 Penalty: 5932.673340
	Iteration 1F: 3 clusters Score -2.065956e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -20660562.000000 Penalty: 5932.673340
	Iteration 2Q: 3 clusters Score -2.066056e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -20661830.000000 Penalty: 5932.673340
	Iteration 3Q: 3 clusters Score -2.066183e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -20663798.000000 Penalty: 5932.673340
	Iteration 4Q: 3 clusters Score -2.06638e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -20666076.000000 Penalty: 5932.673340
	Iteration 5Q: 3 clusters Score -2.066608e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -20669728.000000 Penalty: 5932.673340
	Iteration 6Q: 3 clusters Score -2.066973e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -20674398.000000 Penalty: 5932.673340
	Iteration 7F: 3 clusters Score -2.06744e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -20680038.000000 Penalty: 5932.673340
	Iteration 8F: 3 clusters Score -2.068004e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -20686306.000000 Penalty: 5932.673340
	Iteration 9F: 3 clusters Score -2.068631e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -20692718.000000 Penalty: 5932.673340
	Iteration 10F: 3 clusters Score -2.069272e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -20697910.000000 Penalty: 5932.673340
	Iteration 11F: 3 clusters Score -2.069791e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -20700938.000000 Penalty: 5932.673340
	Iteration 12Q: 3 clusters Score -2.070094e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -20702510.000000 Penalty: 5932.673340
	Iteration 13Q: 3 clusters Score -2.070251e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -20703314.000000 Penalty: 5932.673340
	Iteration 14Q: 3 clusters Score -2.070331e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -20703898.000000 Penalty: 5932.673340
	Iteration 15Q: 3 clusters Score -2.07039e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -20704348.000000 Penalty: 5932.673340
	Iteration 16Q: 3 clusters Score -2.070435e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -20704658.000000 Penalty: 5932.673340
	Iteration 17Q: 3 clusters Score -2.070466e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -20704878.000000 Penalty: 5932.673340
	Iteration 18Q: 3 clusters Score -2.070488e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -20705118.000000 Penalty: 5932.673340
	Iteration 19Q: 3 clusters Score -2.070512e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -20705174.000000 Penalty: 5932.673340
	Iteration 20F: 3 clusters Score -2.070517e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -20705254.000000 Penalty: 5932.673340
	Iteration 21Q: 3 clusters Score -2.070525e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -20705434.000000 Penalty: 5932.673340
	Iteration 22Q: 3 clusters Score -2.070543e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -20705520.000000 Penalty: 5932.673340
	Iteration 23Q: 3 clusters Score -2.070552e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -20705540.000000 Penalty: 5932.673340
	Iteration 24Q: 3 clusters Score -2.070554e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -20705538.000000 Penalty: 5932.673340
	Iteration 25Q: 3 clusters Score -2.070554e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -20705620.000000 Penalty: 5932.673340
	Iteration 26Q: 3 clusters Score -2.070562e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -20705704.000000 Penalty: 5932.673340
	Iteration 27Q: 3 clusters Score -2.07057e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -20705724.000000 Penalty: 5932.673340
	Iteration 28Q: 3 clusters Score -2.070572e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -20705710.000000 Penalty: 5932.673340
	Iteration 29Q: 3 clusters Score -2.070571e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -20705722.000000 Penalty: 5932.673340
	Iteration 30Q: 3 clusters Score -2.070572e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -20705782.000000 Penalty: 5932.673340
	Iteration 31Q: 3 clusters Score -2.070578e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -20705856.000000 Penalty: 5932.673340
	Iteration 32Q: 3 clusters Score -2.070586e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -20705872.000000 Penalty: 5932.673340
	Iteration 33Q: 3 clusters Score -2.070587e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -20705980.000000 Penalty: 5932.673340
	Iteration 34Q: 3 clusters Score -2.070598e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -20705982.000000 Penalty: 5932.673340
	Iteration 35Q: 3 clusters Score -2.070598e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -20706020.000000 Penalty: 5932.673340
	Iteration 36Q: 3 clusters Score -2.070602e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -20706024.000000 Penalty: 5932.673340
	Iteration 37Q: 3 clusters Score -2.070602e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -20706032.000000 Penalty: 5932.673340
	Iteration 38Q: 3 clusters Score -2.070603e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -20706064.000000 Penalty: 5932.673340
	Iteration 39Q: 3 clusters Score -2.070606e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -20706064.000000 Penalty: 5932.673340
	Iteration 40F: 3 clusters Score -2.070606e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -20706096.000000 Penalty: 5932.673340
	Iteration 41Q: 3 clusters Score -2.07061e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -20706088.000000 Penalty: 5932.673340
	Iteration 42Q: 3 clusters Score -2.070609e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -20706114.000000 Penalty: 5932.673340
	Iteration 43Q: 3 clusters Score -2.070611e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -20706106.000000 Penalty: 5932.673340
	Iteration 44Q: 3 clusters Score -2.070611e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -20706102.000000 Penalty: 5932.673340
	Iteration 45Q: 3 clusters Score -2.07061e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -20706076.000000 Penalty: 5932.673340
	Iteration 46Q: 3 clusters Score -2.070608e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -20706054.000000 Penalty: 5932.673340
	Iteration 47Q: 3 clusters Score -2.070605e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -20706024.000000 Penalty: 5932.673340
	Iteration 48Q: 3 clusters Score -2.070602e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -20706074.000000 Penalty: 5932.673340
	Iteration 49Q: 3 clusters Score -2.070607e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -20706094.000000 Penalty: 5932.673340
	Iteration 50Q: 3 clusters Score -2.070609e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -20706048.000000 Penalty: 5932.673340
	Iteration 51Q: 3 clusters Score -2.070605e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -20706106.000000 Penalty: 5932.673340
	Iteration 52Q: 3 clusters Score -2.070611e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -20706112.000000 Penalty: 5932.673340
	Iteration 53Q: 3 clusters Score -2.070611e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -20706128.000000 Penalty: 5932.673340
	Iteration 54Q: 3 clusters Score -2.070613e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -20706126.000000 Penalty: 5932.673340
	Iteration 55Q: 3 clusters Score -2.070613e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -20706126.000000 Penalty: 5932.673340
	Iteration 56Q: 3 clusters Score -2.070613e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -20706084.000000 Penalty: 5932.673340
	Iteration 57Q: 3 clusters Score -2.070608e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -20706046.000000 Penalty: 5932.673340
	Iteration 58Q: 3 clusters Score -2.070605e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -20706108.000000 Penalty: 5932.673340
	Iteration 59Q: 3 clusters Score -2.070611e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -20706080.000000 Penalty: 5932.673340
	Iteration 60F: 3 clusters Score -2.070608e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -20706084.000000 Penalty: 5932.673340
	Iteration 61Q: 3 clusters Score -2.070608e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -20706114.000000 Penalty: 5932.673340
	Iteration 62Q: 3 clusters Score -2.070611e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -20706112.000000 Penalty: 5932.673340
	Iteration 63Q: 3 clusters Score -2.070611e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -20706092.000000 Penalty: 5932.673340
	Iteration 64Q: 3 clusters Score -2.070609e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -20706114.000000 Penalty: 5932.673340
	Iteration 65Q: 3 clusters Score -2.070611e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -20706092.000000 Penalty: 5932.673340
	Iteration 66Q: 3 clusters Score -2.070609e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -20706090.000000 Penalty: 5932.673340
	Iteration 67Q: 3 clusters Score -2.070609e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -20706118.000000 Penalty: 5932.673340
	Iteration 68Q: 3 clusters Score -2.070612e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -20706142.000000 Penalty: 5932.673340
	Iteration 69Q: 3 clusters Score -2.070614e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -20706182.000000 Penalty: 5932.673340
	Iteration 70Q: 3 clusters Score -2.070618e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -20706200.000000 Penalty: 5932.673340
	Iteration 71Q: 3 clusters Score -2.07062e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -20706190.000000 Penalty: 5932.673340
	Iteration 72Q: 3 clusters Score -2.070619e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -20706270.000000 Penalty: 5932.673340
	Iteration 73Q: 3 clusters Score -2.070627e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -20706252.000000 Penalty: 5932.673340
	Iteration 74Q: 3 clusters Score -2.070625e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -20706236.000000 Penalty: 5932.673340
	Iteration 75Q: 3 clusters Score -2.070624e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -20706288.000000 Penalty: 5932.673340
	Iteration 76Q: 3 clusters Score -2.070629e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -20706300.000000 Penalty: 5932.673340
	Iteration 77Q: 3 clusters Score -2.07063e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -20706322.000000 Penalty: 5932.673340
	Iteration 78Q: 3 clusters Score -2.070632e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -20706340.000000 Penalty: 5932.673340
	Iteration 79Q: 3 clusters Score -2.070634e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -20706366.000000 Penalty: 5932.673340
	Iteration 80F: 3 clusters Score -2.070637e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -20706380.000000 Penalty: 5932.673340
	Iteration 81Q: 3 clusters Score -2.070638e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -20706388.000000 Penalty: 5932.673340
	Iteration 82Q: 3 clusters Score -2.070639e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -20706352.000000 Penalty: 5932.673340
	Iteration 83Q: 3 clusters Score -2.070635e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -20706324.000000 Penalty: 5932.673340
	Iteration 84Q: 3 clusters Score -2.070632e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -20706400.000000 Penalty: 5932.673340
	Iteration 85Q: 3 clusters Score -2.07064e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -20706446.000000 Penalty: 5932.673340
	Iteration 86Q: 3 clusters Score -2.070645e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -20706480.000000 Penalty: 5932.673340
	Iteration 87Q: 3 clusters Score -2.070648e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -20706438.000000 Penalty: 5932.673340
	Iteration 88Q: 3 clusters Score -2.070644e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -20706430.000000 Penalty: 5932.673340
	Iteration 89Q: 3 clusters Score -2.070643e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -20706458.000000 Penalty: 5932.673340
	Iteration 90Q: 3 clusters Score -2.070646e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -20706492.000000 Penalty: 5932.673340
	Iteration 91Q: 3 clusters Score -2.070649e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -20706554.000000 Penalty: 5932.673340
	Iteration 92Q: 3 clusters Score -2.070655e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -20706610.000000 Penalty: 5932.673340
	Iteration 93Q: 3 clusters Score -2.070661e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -20706568.000000 Penalty: 5932.673340
	Iteration 94Q: 3 clusters Score -2.070657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -20706504.000000 Penalty: 5932.673340
	Iteration 95Q: 3 clusters Score -2.07065e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -20706588.000000 Penalty: 5932.673340
	Iteration 96Q: 3 clusters Score -2.070659e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -20706604.000000 Penalty: 5932.673340
	Iteration 97Q: 3 clusters Score -2.07066e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -20706644.000000 Penalty: 5932.673340
	Iteration 98Q: 3 clusters Score -2.070664e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -20706576.000000 Penalty: 5932.673340
	Iteration 99Q: 3 clusters Score -2.070658e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -20706602.000000 Penalty: 5932.673340
	Iteration 100F: 3 clusters Score -2.07066e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -20706632.000000 Penalty: 5932.673340
	Iteration 101Q: 3 clusters Score -2.070663e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -20706600.000000 Penalty: 5932.673340
	Iteration 102Q: 3 clusters Score -2.07066e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -20706602.000000 Penalty: 5932.673340
	Iteration 103Q: 3 clusters Score -2.07066e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -20706606.000000 Penalty: 5932.673340
	Iteration 104Q: 3 clusters Score -2.070661e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -20706580.000000 Penalty: 5932.673340
	Iteration 105Q: 3 clusters Score -2.070658e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -20706608.000000 Penalty: 5932.673340
	Iteration 106Q: 3 clusters Score -2.070661e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -20706646.000000 Penalty: 5932.673340
	Iteration 107Q: 3 clusters Score -2.070665e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -20706620.000000 Penalty: 5932.673340
	Iteration 108Q: 3 clusters Score -2.070662e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -20706630.000000 Penalty: 5932.673340
	Iteration 109Q: 3 clusters Score -2.070663e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -20706692.000000 Penalty: 5932.673340
	Iteration 110Q: 3 clusters Score -2.070669e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -20706652.000000 Penalty: 5932.673340
	Iteration 111Q: 3 clusters Score -2.070665e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -20706636.000000 Penalty: 5932.673340
	Iteration 112Q: 3 clusters Score -2.070664e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -20706666.000000 Penalty: 5932.673340
	Iteration 113Q: 3 clusters Score -2.070667e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -20706654.000000 Penalty: 5932.673340
	Iteration 114Q: 3 clusters Score -2.070665e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -20706656.000000 Penalty: 5932.673340
	Iteration 115Q: 3 clusters Score -2.070666e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -20706686.000000 Penalty: 5932.673340
	Iteration 116Q: 3 clusters Score -2.070669e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -20706674.000000 Penalty: 5932.673340
	Iteration 117Q: 3 clusters Score -2.070667e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -20706694.000000 Penalty: 5932.673340
	Iteration 118Q: 3 clusters Score -2.070669e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -20706706.000000 Penalty: 5932.673340
	Iteration 119Q: 3 clusters Score -2.070671e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -20706704.000000 Penalty: 5932.673340
	Iteration 120F: 3 clusters Score -2.07067e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -20706702.000000 Penalty: 5932.673340
	Iteration 121Q: 3 clusters Score -2.07067e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -20706754.000000 Penalty: 5932.673340
	Iteration 122Q: 3 clusters Score -2.070675e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -20706828.000000 Penalty: 5932.673340
	Iteration 123Q: 3 clusters Score -2.070683e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -20706830.000000 Penalty: 5932.673340
	Iteration 124Q: 3 clusters Score -2.070683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -20706818.000000 Penalty: 5932.673340
	Iteration 125Q: 3 clusters Score -2.070682e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -20706842.000000 Penalty: 5932.673340
	Iteration 126Q: 3 clusters Score -2.070684e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -20706840.000000 Penalty: 5932.673340
	Iteration 127Q: 3 clusters Score -2.070684e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -20706818.000000 Penalty: 5932.673340
	Iteration 128Q: 3 clusters Score -2.070682e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -20706782.000000 Penalty: 5932.673340
	Iteration 129Q: 3 clusters Score -2.070678e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -20706770.000000 Penalty: 5932.673340
	Iteration 130Q: 3 clusters Score -2.070677e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -20706724.000000 Penalty: 5932.673340
	Iteration 131Q: 3 clusters Score -2.070672e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -20706750.000000 Penalty: 5932.673340
	Iteration 132Q: 3 clusters Score -2.070675e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -20706770.000000 Penalty: 5932.673340
	Iteration 133Q: 3 clusters Score -2.070677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -20706766.000000 Penalty: 5932.673340
	Iteration 134Q: 3 clusters Score -2.070677e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -20706792.000000 Penalty: 5932.673340
	Iteration 135Q: 3 clusters Score -2.070679e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -20706802.000000 Penalty: 5932.673340
	Iteration 136Q: 3 clusters Score -2.07068e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -20706816.000000 Penalty: 5932.673340
	Iteration 137Q: 3 clusters Score -2.070682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -20706832.000000 Penalty: 5932.673340
	Iteration 138Q: 3 clusters Score -2.070683e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -20706878.000000 Penalty: 5932.673340
	Iteration 139Q: 3 clusters Score -2.070688e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -20706882.000000 Penalty: 5932.673340
	Iteration 140F: 3 clusters Score -2.070688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -20706910.000000 Penalty: 5932.673340
	Iteration 141Q: 3 clusters Score -2.070691e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -20706938.000000 Penalty: 5932.673340
	Iteration 142Q: 3 clusters Score -2.070694e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -20706908.000000 Penalty: 5932.673340
	Iteration 143Q: 3 clusters Score -2.070691e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -20706934.000000 Penalty: 5932.673340
	Iteration 144Q: 3 clusters Score -2.070693e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -20706914.000000 Penalty: 5932.673340
	Iteration 145Q: 3 clusters Score -2.070691e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -20706926.000000 Penalty: 5932.673340
	Iteration 146Q: 3 clusters Score -2.070693e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -20706966.000000 Penalty: 5932.673340
	Iteration 147Q: 3 clusters Score -2.070697e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -20706974.000000 Penalty: 5932.673340
	Iteration 148Q: 3 clusters Score -2.070697e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 87673 members 
Entering Unmasked Estep 
Score: -20707000.000000 Penalty: 5932.673340
	Iteration 149Q: 3 clusters Score -2.0707e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -20707014.000000 Penalty: 5932.673340
	Iteration 150Q: 3 clusters Score -2.070701e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -20707030.000000 Penalty: 5932.673340
	Iteration 151Q: 3 clusters Score -2.070703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -20706996.000000 Penalty: 5932.673340
	Iteration 152Q: 3 clusters Score -2.0707e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -20706980.000000 Penalty: 5932.673340
	Iteration 153Q: 3 clusters Score -2.070698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -20706966.000000 Penalty: 5932.673340
	Iteration 154Q: 3 clusters Score -2.070697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -20706968.000000 Penalty: 5932.673340
	Iteration 155Q: 3 clusters Score -2.070697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -20706968.000000 Penalty: 5932.673340
	Iteration 156Q: 3 clusters Score -2.070697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -20706996.000000 Penalty: 5932.673340
	Iteration 157Q: 3 clusters Score -2.0707e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -20707014.000000 Penalty: 5932.673340
	Iteration 158Q: 3 clusters Score -2.070701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -20707026.000000 Penalty: 5932.673340
	Iteration 159Q: 3 clusters Score -2.070703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -20707020.000000 Penalty: 5932.673340
	Iteration 160F: 3 clusters Score -2.070702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -20707006.000000 Penalty: 5932.673340
	Iteration 161Q: 3 clusters Score -2.070701e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -20707014.000000 Penalty: 5932.673340
	Iteration 162Q: 3 clusters Score -2.070701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -20707008.000000 Penalty: 5932.673340
	Iteration 163Q: 3 clusters Score -2.070701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -20707004.000000 Penalty: 5932.673340
	Iteration 164Q: 3 clusters Score -2.0707e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -20707022.000000 Penalty: 5932.673340
	Iteration 165Q: 3 clusters Score -2.070702e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -20707020.000000 Penalty: 5932.673340
	Iteration 166Q: 3 clusters Score -2.070702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -20706996.000000 Penalty: 5932.673340
	Iteration 167Q: 3 clusters Score -2.0707e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -20707002.000000 Penalty: 5932.673340
	Iteration 168Q: 3 clusters Score -2.0707e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -20706970.000000 Penalty: 5932.673340
	Iteration 169Q: 3 clusters Score -2.070697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -20706990.000000 Penalty: 5932.673340
	Iteration 170Q: 3 clusters Score -2.070699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -20706982.000000 Penalty: 5932.673340
	Iteration 171Q: 3 clusters Score -2.070698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -20707004.000000 Penalty: 5932.673340
	Iteration 172Q: 3 clusters Score -2.0707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -20707022.000000 Penalty: 5932.673340
	Iteration 173Q: 3 clusters Score -2.070702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -20707020.000000 Penalty: 5932.673340
	Iteration 174Q: 3 clusters Score -2.070702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -20707030.000000 Penalty: 5932.673340
	Iteration 175Q: 3 clusters Score -2.070703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -20707002.000000 Penalty: 5932.673340
	Iteration 176Q: 3 clusters Score -2.0707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -20707002.000000 Penalty: 5932.673340
	Iteration 177Q: 3 clusters Score -2.0707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -20707004.000000 Penalty: 5932.673340
	Iteration 178Q: 3 clusters Score -2.0707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -20707018.000000 Penalty: 5932.673340
	Iteration 179Q: 3 clusters Score -2.070702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -20706998.000000 Penalty: 5932.673340
	Iteration 180F: 3 clusters Score -2.0707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -20707006.000000 Penalty: 5932.673340
	Iteration 181Q: 3 clusters Score -2.070701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -20706998.000000 Penalty: 5932.673340
	Iteration 182Q: 3 clusters Score -2.0707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -20707000.000000 Penalty: 5932.673340
	Iteration 183Q: 3 clusters Score -2.0707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -20707016.000000 Penalty: 5932.673340
	Iteration 184Q: 3 clusters Score -2.070702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -20707004.000000 Penalty: 5932.673340
	Iteration 185Q: 3 clusters Score -2.0707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -20707018.000000 Penalty: 5932.673340
	Iteration 186Q: 3 clusters Score -2.070702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -20707020.000000 Penalty: 5932.673340
	Iteration 187Q: 3 clusters Score -2.070702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -20707040.000000 Penalty: 5932.673340
	Iteration 188Q: 3 clusters Score -2.070704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -20707032.000000 Penalty: 5932.673340
	Iteration 189Q: 3 clusters Score -2.070703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -20707030.000000 Penalty: 5932.673340
	Iteration 190Q: 3 clusters Score -2.070703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -20707050.000000 Penalty: 5932.673340
	Iteration 191Q: 3 clusters Score -2.070705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -20707050.000000 Penalty: 5932.673340
	Iteration 192Q: 3 clusters Score -2.070705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -20707040.000000 Penalty: 5932.673340
	Iteration 193Q: 3 clusters Score -2.070704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -20707036.000000 Penalty: 5932.673340
	Iteration 194Q: 3 clusters Score -2.070704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -20707046.000000 Penalty: 5932.673340
	Iteration 195Q: 3 clusters Score -2.070705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -20707054.000000 Penalty: 5932.673340
	Iteration 196Q: 3 clusters Score -2.070705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -20707052.000000 Penalty: 5932.673340
	Iteration 197Q: 3 clusters Score -2.070705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -20707062.000000 Penalty: 5932.673340
	Iteration 198Q: 3 clusters Score -2.070706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -20707056.000000 Penalty: 5932.673340
	Iteration 199Q: 3 clusters Score -2.070706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -20707070.000000 Penalty: 5932.673340
	Iteration 200F: 3 clusters Score -2.070707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -20707070.000000 Penalty: 5932.673340
	Iteration 201Q: 3 clusters Score -2.070707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 202Q: 3 clusters Score -2.070707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -20707090.000000 Penalty: 5932.673340
	Iteration 203Q: 3 clusters Score -2.070709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -20707086.000000 Penalty: 5932.673340
	Iteration 204Q: 3 clusters Score -2.070709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 205Q: 3 clusters Score -2.070708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 206Q: 3 clusters Score -2.070708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 207Q: 3 clusters Score -2.070708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 208Q: 3 clusters Score -2.070709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -20707114.000000 Penalty: 5932.673340
	Iteration 209Q: 3 clusters Score -2.070711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 210Q: 3 clusters Score -2.070709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -20707102.000000 Penalty: 5932.673340
	Iteration 211Q: 3 clusters Score -2.07071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 212Q: 3 clusters Score -2.070708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 213Q: 3 clusters Score -2.070709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 214Q: 3 clusters Score -2.070708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -20707138.000000 Penalty: 5932.673340
	Iteration 215Q: 3 clusters Score -2.070714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -20707112.000000 Penalty: 5932.673340
	Iteration 216Q: 3 clusters Score -2.070711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -20707122.000000 Penalty: 5932.673340
	Iteration 217Q: 3 clusters Score -2.070712e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -20707128.000000 Penalty: 5932.673340
	Iteration 218Q: 3 clusters Score -2.070713e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -20707110.000000 Penalty: 5932.673340
	Iteration 219Q: 3 clusters Score -2.070711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -20707094.000000 Penalty: 5932.673340
	Iteration 220F: 3 clusters Score -2.070709e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 221Q: 3 clusters Score -2.070708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -20707064.000000 Penalty: 5932.673340
	Iteration 222Q: 3 clusters Score -2.070706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -20707056.000000 Penalty: 5932.673340
	Iteration 223Q: 3 clusters Score -2.070706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 224Q: 3 clusters Score -2.070707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -20707072.000000 Penalty: 5932.673340
	Iteration 225Q: 3 clusters Score -2.070707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -20707100.000000 Penalty: 5932.673340
	Iteration 226Q: 3 clusters Score -2.07071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -20707130.000000 Penalty: 5932.673340
	Iteration 227Q: 3 clusters Score -2.070713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -20707102.000000 Penalty: 5932.673340
	Iteration 228Q: 3 clusters Score -2.07071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -20707104.000000 Penalty: 5932.673340
	Iteration 229Q: 3 clusters Score -2.07071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -20707116.000000 Penalty: 5932.673340
	Iteration 230Q: 3 clusters Score -2.070712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -20707106.000000 Penalty: 5932.673340
	Iteration 231Q: 3 clusters Score -2.070711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -20707118.000000 Penalty: 5932.673340
	Iteration 232Q: 3 clusters Score -2.070712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -20707130.000000 Penalty: 5932.673340
	Iteration 233Q: 3 clusters Score -2.070713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -20707116.000000 Penalty: 5932.673340
	Iteration 234Q: 3 clusters Score -2.070712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -20707104.000000 Penalty: 5932.673340
	Iteration 235Q: 3 clusters Score -2.07071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -20707108.000000 Penalty: 5932.673340
	Iteration 236Q: 3 clusters Score -2.070711e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -20707064.000000 Penalty: 5932.673340
	Iteration 237Q: 3 clusters Score -2.070706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -20707090.000000 Penalty: 5932.673340
	Iteration 238Q: 3 clusters Score -2.070709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -20707070.000000 Penalty: 5932.673340
	Iteration 239Q: 3 clusters Score -2.070707e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 240F: 3 clusters Score -2.070707e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 241Q: 3 clusters Score -2.070708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -20707094.000000 Penalty: 5932.673340
	Iteration 242Q: 3 clusters Score -2.070709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -20707064.000000 Penalty: 5932.673340
	Iteration 243Q: 3 clusters Score -2.070706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -20707062.000000 Penalty: 5932.673340
	Iteration 244Q: 3 clusters Score -2.070706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 245Q: 3 clusters Score -2.070708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 246Q: 3 clusters Score -2.070708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -20707066.000000 Penalty: 5932.673340
	Iteration 247Q: 3 clusters Score -2.070707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -20707054.000000 Penalty: 5932.673340
	Iteration 248Q: 3 clusters Score -2.070705e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 249Q: 3 clusters Score -2.070708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -20707074.000000 Penalty: 5932.673340
	Iteration 250Q: 3 clusters Score -2.070707e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -20707110.000000 Penalty: 5932.673340
	Iteration 251Q: 3 clusters Score -2.070711e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -20707100.000000 Penalty: 5932.673340
	Iteration 252Q: 3 clusters Score -2.07071e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 253Q: 3 clusters Score -2.070708e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -20707074.000000 Penalty: 5932.673340
	Iteration 254Q: 3 clusters Score -2.070707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -20707072.000000 Penalty: 5932.673340
	Iteration 255Q: 3 clusters Score -2.070707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -20707056.000000 Penalty: 5932.673340
	Iteration 256Q: 3 clusters Score -2.070706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 257Q: 3 clusters Score -2.070708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -20707080.000000 Penalty: 5932.673340
	Iteration 258Q: 3 clusters Score -2.070708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -20707060.000000 Penalty: 5932.673340
	Iteration 259Q: 3 clusters Score -2.070706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -20707086.000000 Penalty: 5932.673340
	Iteration 260F: 3 clusters Score -2.070709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 261Q: 3 clusters Score -2.070708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 262Q: 3 clusters Score -2.070708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 263Q: 3 clusters Score -2.070709e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -20707100.000000 Penalty: 5932.673340
	Iteration 264Q: 3 clusters Score -2.07071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 265Q: 3 clusters Score -2.070709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -20707094.000000 Penalty: 5932.673340
	Iteration 266Q: 3 clusters Score -2.070709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -20707106.000000 Penalty: 5932.673340
	Iteration 267Q: 3 clusters Score -2.070711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 268Q: 3 clusters Score -2.070709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -20707096.000000 Penalty: 5932.673340
	Iteration 269Q: 3 clusters Score -2.07071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 270Q: 3 clusters Score -2.070708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -20707116.000000 Penalty: 5932.673340
	Iteration 271Q: 3 clusters Score -2.070712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -20707102.000000 Penalty: 5932.673340
	Iteration 272Q: 3 clusters Score -2.07071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -20707098.000000 Penalty: 5932.673340
	Iteration 273Q: 3 clusters Score -2.07071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 274Q: 3 clusters Score -2.070709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -20707086.000000 Penalty: 5932.673340
	Iteration 275Q: 3 clusters Score -2.070709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 276Q: 3 clusters Score -2.070709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 277Q: 3 clusters Score -2.070708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -20707074.000000 Penalty: 5932.673340
	Iteration 278Q: 3 clusters Score -2.070707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 279Q: 3 clusters Score -2.070707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 280F: 3 clusters Score -2.070708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 281Q: 3 clusters Score -2.070708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 282Q: 3 clusters Score -2.070708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 283Q: 3 clusters Score -2.070708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 284Q: 3 clusters Score -2.070708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -20707084.000000 Penalty: 5932.673340
	Iteration 285Q: 3 clusters Score -2.070708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 92204 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 286Q: 3 clusters Score -2.070708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 287Q: 3 clusters Score -2.070709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -20707106.000000 Penalty: 5932.673340
	Iteration 288Q: 3 clusters Score -2.070711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 289Q: 3 clusters Score -2.070709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -20707080.000000 Penalty: 5932.673340
	Iteration 290Q: 3 clusters Score -2.070708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -20707092.000000 Penalty: 5932.673340
	Iteration 291Q: 3 clusters Score -2.070709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 292Q: 3 clusters Score -2.070708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -20707072.000000 Penalty: 5932.673340
	Iteration 293Q: 3 clusters Score -2.070707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 294Q: 3 clusters Score -2.070707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -20707068.000000 Penalty: 5932.673340
	Iteration 295Q: 3 clusters Score -2.070707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -20707074.000000 Penalty: 5932.673340
	Iteration 296Q: 3 clusters Score -2.070707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -20707072.000000 Penalty: 5932.673340
	Iteration 297Q: 3 clusters Score -2.070707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -20707082.000000 Penalty: 5932.673340
	Iteration 298Q: 3 clusters Score -2.070708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 299Q: 3 clusters Score -2.070709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -20707076.000000 Penalty: 5932.673340
	Iteration 300F: 3 clusters Score -2.070708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -20707080.000000 Penalty: 5932.673340
	Iteration 301Q: 3 clusters Score -2.070708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -20707066.000000 Penalty: 5932.673340
	Iteration 302Q: 3 clusters Score -2.070707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 303Q: 3 clusters Score -2.070708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -20707060.000000 Penalty: 5932.673340
	Iteration 304Q: 3 clusters Score -2.070706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -20707062.000000 Penalty: 5932.673340
	Iteration 305Q: 3 clusters Score -2.070706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -20707078.000000 Penalty: 5932.673340
	Iteration 306Q: 3 clusters Score -2.070708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -20707094.000000 Penalty: 5932.673340
	Iteration 307Q: 3 clusters Score -2.070709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -20707090.000000 Penalty: 5932.673340
	Iteration 308Q: 3 clusters Score -2.070709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -20707090.000000 Penalty: 5932.673340
	Iteration 309Q: 3 clusters Score -2.070709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -20707094.000000 Penalty: 5932.673340
	Iteration 310Q: 3 clusters Score -2.070709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 311Q: 3 clusters Score -2.070709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -20707088.000000 Penalty: 5932.673340
	Iteration 312F: 3 clusters Score -2.070709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Entering Unmasked Estep 
Score: -3983580.750000 Penalty: 2558.407715
	Iteration 0F: 2 clusters Score -3983581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3962992.750000 Penalty: 5116.815430
	Iteration 0F: 3 clusters Score -3962993 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3970399.500000 Penalty: 5116.815430
	Iteration 1F: 3 clusters Score -3970400 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3970908.000000 Penalty: 5116.815430
	Iteration 2F: 3 clusters Score -3970908 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3971425.750000 Penalty: 5116.815430
	Iteration 3Q: 3 clusters Score -3971426 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3971927.000000 Penalty: 5116.815430
	Iteration 4Q: 3 clusters Score -3971927 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3972478.750000 Penalty: 5116.815430
	Iteration 5Q: 3 clusters Score -3972479 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3973124.500000 Penalty: 5116.815430
	Iteration 6Q: 3 clusters Score -3973124 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3973853.000000 Penalty: 5116.815430
	Iteration 7Q: 3 clusters Score -3973853 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3974742.500000 Penalty: 5116.815430
	Iteration 8F: 3 clusters Score -3974742 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3975755.750000 Penalty: 5116.815430
	Iteration 9F: 3 clusters Score -3975756 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3976843.000000 Penalty: 5116.815430
	Iteration 10F: 3 clusters Score -3976843 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3978008.000000 Penalty: 5116.815430
	Iteration 11F: 3 clusters Score -3978008 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3979067.500000 Penalty: 5116.815430
	Iteration 12Q: 3 clusters Score -3979068 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3979878.000000 Penalty: 5116.815430
	Iteration 13Q: 3 clusters Score -3979878 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3980446.750000 Penalty: 5116.815430
	Iteration 14Q: 3 clusters Score -3980447 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3980775.000000 Penalty: 5116.815430
	Iteration 15Q: 3 clusters Score -3980775 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3980973.250000 Penalty: 5116.815430
	Iteration 16Q: 3 clusters Score -3980973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3981109.000000 Penalty: 5116.815430
	Iteration 17Q: 3 clusters Score -3981109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3981181.250000 Penalty: 5116.815430
	Iteration 18Q: 3 clusters Score -3981181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3981233.750000 Penalty: 5116.815430
	Iteration 19Q: 3 clusters Score -3981234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3981266.000000 Penalty: 5116.815430
	Iteration 20F: 3 clusters Score -3981266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3981277.750000 Penalty: 5116.815430
	Iteration 21Q: 3 clusters Score -3981278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3981290.750000 Penalty: 5116.815430
	Iteration 22Q: 3 clusters Score -3981291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3981315.250000 Penalty: 5116.815430
	Iteration 23Q: 3 clusters Score -3981315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3981324.000000 Penalty: 5116.815430
	Iteration 24Q: 3 clusters Score -3981324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3981337.250000 Penalty: 5116.815430
	Iteration 25Q: 3 clusters Score -3981337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3981350.250000 Penalty: 5116.815430
	Iteration 26Q: 3 clusters Score -3981350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3981360.750000 Penalty: 5116.815430
	Iteration 27Q: 3 clusters Score -3981361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3981365.750000 Penalty: 5116.815430
	Iteration 28Q: 3 clusters Score -3981366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3981369.250000 Penalty: 5116.815430
	Iteration 29Q: 3 clusters Score -3981369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3981374.250000 Penalty: 5116.815430
	Iteration 30Q: 3 clusters Score -3981374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3981375.250000 Penalty: 5116.815430
	Iteration 31Q: 3 clusters Score -3981375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3981378.000000 Penalty: 5116.815430
	Iteration 32Q: 3 clusters Score -3981378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3981379.000000 Penalty: 5116.815430
	Iteration 33Q: 3 clusters Score -3981379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3981379.000000 Penalty: 5116.815430
	Iteration 34F: 3 clusters Score -3981379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -958084.812500 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -958084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -951648.437500 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -951648.4 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -953577.937500 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -953577.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -953964.250000 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -953964.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -954283.187500 Penalty: 4459.382812
	Iteration 3F: 3 clusters Score -954283.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -954594.812500 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -954594.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -954941.125000 Penalty: 4459.382812
	Iteration 5F: 3 clusters Score -954941.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -955314.937500 Penalty: 4459.382812
	Iteration 6F: 3 clusters Score -955314.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -955616.000000 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -955616 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -955825.875000 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -955825.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -955944.437500 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -955944.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -956031.250000 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -956031.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -956098.562500 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -956098.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -956142.312500 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -956142.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -956171.687500 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -956171.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -956200.062500 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -956200.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -956221.750000 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -956221.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -956243.187500 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -956243.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -956260.187500 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -956260.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -956274.187500 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -956274.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -956285.562500 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -956285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -956295.250000 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -956295.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -956299.812500 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -956299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -956307.562500 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -956307.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -956308.875000 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -956308.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -956316.875000 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -956316.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -956322.937500 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -956322.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -956328.687500 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -956328.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -956335.437500 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -956335.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -956344.312500 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -956344.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -956351.562500 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -956351.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -956359.812500 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -956359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -956367.500000 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -956367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -956370.562500 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -956370.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -956374.812500 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -956374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -956378.375000 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -956378.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -956384.500000 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -956384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -956387.812500 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -956387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -956390.875000 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -956390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -956392.750000 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -956392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -956396.437500 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -956396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -956398.062500 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -956398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -956401.312500 Penalty: 4459.382812
	Iteration 41Q: 3 clusters Score -956401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -956404.375000 Penalty: 4459.382812
	Iteration 42Q: 3 clusters Score -956404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -956404.562500 Penalty: 4459.382812
	Iteration 43Q: 3 clusters Score -956404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -956408.187500 Penalty: 4459.382812
	Iteration 44Q: 3 clusters Score -956408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -956410.687500 Penalty: 4459.382812
	Iteration 45Q: 3 clusters Score -956410.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -956412.375000 Penalty: 4459.382812
	Iteration 46Q: 3 clusters Score -956412.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -956414.750000 Penalty: 4459.382812
	Iteration 47Q: 3 clusters Score -956414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -956417.187500 Penalty: 4459.382812
	Iteration 48Q: 3 clusters Score -956417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -956418.625000 Penalty: 4459.382812
	Iteration 49Q: 3 clusters Score -956418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -956422.625000 Penalty: 4459.382812
	Iteration 50Q: 3 clusters Score -956422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -956425.625000 Penalty: 4459.382812
	Iteration 51Q: 3 clusters Score -956425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -956427.125000 Penalty: 4459.382812
	Iteration 52Q: 3 clusters Score -956427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -956431.937500 Penalty: 4459.382812
	Iteration 53Q: 3 clusters Score -956431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -956433.812500 Penalty: 4459.382812
	Iteration 54Q: 3 clusters Score -956433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -956434.562500 Penalty: 4459.382812
	Iteration 55Q: 3 clusters Score -956434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -956437.875000 Penalty: 4459.382812
	Iteration 56Q: 3 clusters Score -956437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -956438.187500 Penalty: 4459.382812
	Iteration 57Q: 3 clusters Score -956438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -956438.562500 Penalty: 4459.382812
	Iteration 58Q: 3 clusters Score -956438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -956440.812500 Penalty: 4459.382812
	Iteration 59Q: 3 clusters Score -956440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -956443.812500 Penalty: 4459.382812
	Iteration 60F: 3 clusters Score -956443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -956443.750000 Penalty: 4459.382812
	Iteration 61Q: 3 clusters Score -956443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -956444.625000 Penalty: 4459.382812
	Iteration 62Q: 3 clusters Score -956444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -956446.562500 Penalty: 4459.382812
	Iteration 63Q: 3 clusters Score -956446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -956445.500000 Penalty: 4459.382812
	Iteration 64Q: 3 clusters Score -956445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -956450.187500 Penalty: 4459.382812
	Iteration 65Q: 3 clusters Score -956450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -956453.000000 Penalty: 4459.382812
	Iteration 66Q: 3 clusters Score -956453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -956455.062500 Penalty: 4459.382812
	Iteration 67Q: 3 clusters Score -956455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -956456.062500 Penalty: 4459.382812
	Iteration 68Q: 3 clusters Score -956456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -956458.250000 Penalty: 4459.382812
	Iteration 69Q: 3 clusters Score -956458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -956462.062500 Penalty: 4459.382812
	Iteration 70Q: 3 clusters Score -956462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -956468.062500 Penalty: 4459.382812
	Iteration 71Q: 3 clusters Score -956468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -956469.937500 Penalty: 4459.382812
	Iteration 72Q: 3 clusters Score -956469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -956474.750000 Penalty: 4459.382812
	Iteration 73Q: 3 clusters Score -956474.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -956479.687500 Penalty: 4459.382812
	Iteration 74Q: 3 clusters Score -956479.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -956485.687500 Penalty: 4459.382812
	Iteration 75Q: 3 clusters Score -956485.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -956488.125000 Penalty: 4459.382812
	Iteration 76Q: 3 clusters Score -956488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -956495.312500 Penalty: 4459.382812
	Iteration 77Q: 3 clusters Score -956495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -956498.125000 Penalty: 4459.382812
	Iteration 78Q: 3 clusters Score -956498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -956503.687500 Penalty: 4459.382812
	Iteration 79Q: 3 clusters Score -956503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -956507.187500 Penalty: 4459.382812
	Iteration 80F: 3 clusters Score -956507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -956512.250000 Penalty: 4459.382812
	Iteration 81Q: 3 clusters Score -956512.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -956515.937500 Penalty: 4459.382812
	Iteration 82Q: 3 clusters Score -956515.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -956526.937500 Penalty: 4459.382812
	Iteration 83Q: 3 clusters Score -956526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -956528.750000 Penalty: 4459.382812
	Iteration 84Q: 3 clusters Score -956528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -956533.625000 Penalty: 4459.382812
	Iteration 85Q: 3 clusters Score -956533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -956534.250000 Penalty: 4459.382812
	Iteration 86Q: 3 clusters Score -956534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -956536.125000 Penalty: 4459.382812
	Iteration 87Q: 3 clusters Score -956536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -956534.812500 Penalty: 4459.382812
	Iteration 88Q: 3 clusters Score -956534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -956536.000000 Penalty: 4459.382812
	Iteration 89Q: 3 clusters Score -956536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -956539.250000 Penalty: 4459.382812
	Iteration 90Q: 3 clusters Score -956539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -956541.687500 Penalty: 4459.382812
	Iteration 91Q: 3 clusters Score -956541.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -956543.750000 Penalty: 4459.382812
	Iteration 92Q: 3 clusters Score -956543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -956546.125000 Penalty: 4459.382812
	Iteration 93Q: 3 clusters Score -956546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -956547.937500 Penalty: 4459.382812
	Iteration 94Q: 3 clusters Score -956547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -956550.125000 Penalty: 4459.382812
	Iteration 95Q: 3 clusters Score -956550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -956548.000000 Penalty: 4459.382812
	Iteration 96Q: 3 clusters Score -956548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -956552.437500 Penalty: 4459.382812
	Iteration 97Q: 3 clusters Score -956552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -956554.062500 Penalty: 4459.382812
	Iteration 98Q: 3 clusters Score -956554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -956556.125000 Penalty: 4459.382812
	Iteration 99Q: 3 clusters Score -956556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -956557.937500 Penalty: 4459.382812
	Iteration 100F: 3 clusters Score -956557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -956558.375000 Penalty: 4459.382812
	Iteration 101Q: 3 clusters Score -956558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -956559.000000 Penalty: 4459.382812
	Iteration 102Q: 3 clusters Score -956559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -956560.250000 Penalty: 4459.382812
	Iteration 103Q: 3 clusters Score -956560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -956558.750000 Penalty: 4459.382812
	Iteration 104Q: 3 clusters Score -956558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -956558.750000 Penalty: 4459.382812
	Iteration 105F: 3 clusters Score -956558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Entering Unmasked Estep 
Score: -950006.437500 Penalty: 2216.821045
	Iteration 0F: 2 clusters Score -950006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -943888.937500 Penalty: 4433.642090
	Iteration 0F: 3 clusters Score -943888.9 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -945901.000000 Penalty: 4433.642090
	Iteration 1F: 3 clusters Score -945901 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -946577.562500 Penalty: 4433.642090
	Iteration 2F: 3 clusters Score -946577.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -947288.000000 Penalty: 4433.642090
	Iteration 3F: 3 clusters Score -947288 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -947869.750000 Penalty: 4433.642090
	Iteration 4F: 3 clusters Score -947869.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -948316.312500 Penalty: 4433.642090
	Iteration 5F: 3 clusters Score -948316.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -948604.687500 Penalty: 4433.642090
	Iteration 6Q: 3 clusters Score -948604.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -948792.250000 Penalty: 4433.642090
	Iteration 7Q: 3 clusters Score -948792.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -948934.875000 Penalty: 4433.642090
	Iteration 8Q: 3 clusters Score -948934.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -949021.312500 Penalty: 4433.642090
	Iteration 9Q: 3 clusters Score -949021.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -949093.062500 Penalty: 4433.642090
	Iteration 10Q: 3 clusters Score -949093.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -949140.000000 Penalty: 4433.642090
	Iteration 11Q: 3 clusters Score -949140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -949164.875000 Penalty: 4433.642090
	Iteration 12Q: 3 clusters Score -949164.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -949183.812500 Penalty: 4433.642090
	Iteration 13Q: 3 clusters Score -949183.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -949204.562500 Penalty: 4433.642090
	Iteration 14Q: 3 clusters Score -949204.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -949218.687500 Penalty: 4433.642090
	Iteration 15Q: 3 clusters Score -949218.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -949227.750000 Penalty: 4433.642090
	Iteration 16Q: 3 clusters Score -949227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -949235.000000 Penalty: 4433.642090
	Iteration 17Q: 3 clusters Score -949235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -949240.625000 Penalty: 4433.642090
	Iteration 18Q: 3 clusters Score -949240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -949242.062500 Penalty: 4433.642090
	Iteration 19Q: 3 clusters Score -949242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -949242.562500 Penalty: 4433.642090
	Iteration 20F: 3 clusters Score -949242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -949244.000000 Penalty: 4433.642090
	Iteration 21Q: 3 clusters Score -949244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -949243.250000 Penalty: 4433.642090
	Iteration 22Q: 3 clusters Score -949243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -949243.250000 Penalty: 4433.642090
	Iteration 23F: 3 clusters Score -949243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Entering Unmasked Estep 
Score: -1964508.000000 Penalty: 2385.775635
	Iteration 0F: 2 clusters Score -1964508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1953551.875000 Penalty: 4771.551270
	Iteration 0F: 3 clusters Score -1953552 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1957039.375000 Penalty: 4771.551270
	Iteration 1F: 3 clusters Score -1957039 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1957448.375000 Penalty: 4771.551270
	Iteration 2F: 3 clusters Score -1957448 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1957866.625000 Penalty: 4771.551270
	Iteration 3F: 3 clusters Score -1957867 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1958296.125000 Penalty: 4771.551270
	Iteration 4F: 3 clusters Score -1958296 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1958707.000000 Penalty: 4771.551270
	Iteration 5Q: 3 clusters Score -1958707 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1959170.500000 Penalty: 4771.551270
	Iteration 6Q: 3 clusters Score -1959170 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1959651.500000 Penalty: 4771.551270
	Iteration 7Q: 3 clusters Score -1959652 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1960124.250000 Penalty: 4771.551270
	Iteration 8Q: 3 clusters Score -1960124 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1960628.250000 Penalty: 4771.551270
	Iteration 9Q: 3 clusters Score -1960628 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1961071.500000 Penalty: 4771.551270
	Iteration 10Q: 3 clusters Score -1961072 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1961430.750000 Penalty: 4771.551270
	Iteration 11Q: 3 clusters Score -1961431 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1961740.625000 Penalty: 4771.551270
	Iteration 12Q: 3 clusters Score -1961741 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1962015.875000 Penalty: 4771.551270
	Iteration 13Q: 3 clusters Score -1962016 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1962194.375000 Penalty: 4771.551270
	Iteration 14Q: 3 clusters Score -1962194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1962312.875000 Penalty: 4771.551270
	Iteration 15Q: 3 clusters Score -1962313 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1962398.250000 Penalty: 4771.551270
	Iteration 16Q: 3 clusters Score -1962398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1962455.625000 Penalty: 4771.551270
	Iteration 17Q: 3 clusters Score -1962456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1962500.375000 Penalty: 4771.551270
	Iteration 18Q: 3 clusters Score -1962500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1962538.875000 Penalty: 4771.551270
	Iteration 19Q: 3 clusters Score -1962539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1962563.500000 Penalty: 4771.551270
	Iteration 20F: 3 clusters Score -1962564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1962588.000000 Penalty: 4771.551270
	Iteration 21Q: 3 clusters Score -1962588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1962611.000000 Penalty: 4771.551270
	Iteration 22Q: 3 clusters Score -1962611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1962632.125000 Penalty: 4771.551270
	Iteration 23Q: 3 clusters Score -1962632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1962646.000000 Penalty: 4771.551270
	Iteration 24Q: 3 clusters Score -1962646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1962670.750000 Penalty: 4771.551270
	Iteration 25Q: 3 clusters Score -1962671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1962683.625000 Penalty: 4771.551270
	Iteration 26Q: 3 clusters Score -1962684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1962693.625000 Penalty: 4771.551270
	Iteration 27Q: 3 clusters Score -1962694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1962709.000000 Penalty: 4771.551270
	Iteration 28Q: 3 clusters Score -1962709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1962718.500000 Penalty: 4771.551270
	Iteration 29Q: 3 clusters Score -1962718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1962729.125000 Penalty: 4771.551270
	Iteration 30Q: 3 clusters Score -1962729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1962744.500000 Penalty: 4771.551270
	Iteration 31Q: 3 clusters Score -1962744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1962766.250000 Penalty: 4771.551270
	Iteration 32Q: 3 clusters Score -1962766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1962785.750000 Penalty: 4771.551270
	Iteration 33Q: 3 clusters Score -1962786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1962808.750000 Penalty: 4771.551270
	Iteration 34Q: 3 clusters Score -1962809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1962831.375000 Penalty: 4771.551270
	Iteration 35Q: 3 clusters Score -1962831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1962861.625000 Penalty: 4771.551270
	Iteration 36Q: 3 clusters Score -1962862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1962905.875000 Penalty: 4771.551270
	Iteration 37Q: 3 clusters Score -1962906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1962955.500000 Penalty: 4771.551270
	Iteration 38Q: 3 clusters Score -1962956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1963001.000000 Penalty: 4771.551270
	Iteration 39Q: 3 clusters Score -1963001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1963024.000000 Penalty: 4771.551270
	Iteration 40F: 3 clusters Score -1963024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1963047.750000 Penalty: 4771.551270
	Iteration 41Q: 3 clusters Score -1963048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1963065.625000 Penalty: 4771.551270
	Iteration 42Q: 3 clusters Score -1963066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1963087.750000 Penalty: 4771.551270
	Iteration 43Q: 3 clusters Score -1963088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1963096.250000 Penalty: 4771.551270
	Iteration 44Q: 3 clusters Score -1963096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1963106.750000 Penalty: 4771.551270
	Iteration 45Q: 3 clusters Score -1963107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1963112.250000 Penalty: 4771.551270
	Iteration 46Q: 3 clusters Score -1963112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1963120.250000 Penalty: 4771.551270
	Iteration 47Q: 3 clusters Score -1963120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1963122.750000 Penalty: 4771.551270
	Iteration 48Q: 3 clusters Score -1963123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1963130.750000 Penalty: 4771.551270
	Iteration 49Q: 3 clusters Score -1963131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1963133.125000 Penalty: 4771.551270
	Iteration 50Q: 3 clusters Score -1963133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1963142.625000 Penalty: 4771.551270
	Iteration 51Q: 3 clusters Score -1963143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1963141.625000 Penalty: 4771.551270
	Iteration 52Q: 3 clusters Score -1963142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1963144.500000 Penalty: 4771.551270
	Iteration 53Q: 3 clusters Score -1963144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1963148.625000 Penalty: 4771.551270
	Iteration 54Q: 3 clusters Score -1963149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1963155.250000 Penalty: 4771.551270
	Iteration 55Q: 3 clusters Score -1963155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1963165.000000 Penalty: 4771.551270
	Iteration 56Q: 3 clusters Score -1963165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1963170.625000 Penalty: 4771.551270
	Iteration 57Q: 3 clusters Score -1963171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1963178.125000 Penalty: 4771.551270
	Iteration 58Q: 3 clusters Score -1963178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1963180.125000 Penalty: 4771.551270
	Iteration 59Q: 3 clusters Score -1963180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1963179.875000 Penalty: 4771.551270
	Iteration 60F: 3 clusters Score -1963180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -158553.906250 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -158553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156517.640625 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -156517.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -156955.328125 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -156955.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157244.562500 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -157244.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157507.343750 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -157507.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157812.640625 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -157812.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158158.640625 Penalty: 3542.057373
	Iteration 5F: 3 clusters Score -158158.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -158398.578125 Penalty: 3542.057373
	Iteration 6F: 3 clusters Score -158398.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -158530.187500 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -158530.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -158631.140625 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -158631.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -158743.156250 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -158743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -158887.703125 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -158887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -158995.531250 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -158995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -159046.796875 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -159046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159160.359375 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -159160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159286.906250 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -159286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -159473.984375 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -159474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -159479.937500 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -159479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159481.718750 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -159481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159481.718750 Penalty: 3542.057373
	Iteration 18F: 3 clusters Score -159481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226377 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 131839 members 
Mstep: Class 4 contains 119511 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 233990 members 
Mstep: Class 7 contains 156535 members 
Mstep: Class 8 contains 30217 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15064 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 43249 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 108137 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 114437 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 21552 members 
Mstep: Class 24 contains 20292 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 17553 members 
Mstep: Class 28 contains 5977 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25923 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 891 members 
Entering Unmasked Estep 
Score: -181101152.000000 Penalty: 112337.296875
Splitting cluster 12 changes total score from -181101776.000000 to -181101152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (43249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Entering Unmasked Estep 
Score: -5854760.500000 Penalty: 2647.332764
	Iteration 0F: 2 clusters Score -5854760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5825452.000000 Penalty: 5294.665527
	Iteration 0F: 3 clusters Score -5825452 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5836455.000000 Penalty: 5294.665527
	Iteration 1F: 3 clusters Score -5836455 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5837072.500000 Penalty: 5294.665527
	Iteration 2Q: 3 clusters Score -5837072 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5837668.500000 Penalty: 5294.665527
	Iteration 3Q: 3 clusters Score -5837668 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5838262.500000 Penalty: 5294.665527
	Iteration 4Q: 3 clusters Score -5838262 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -5838904.000000 Penalty: 5294.665527
	Iteration 5Q: 3 clusters Score -5838904 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -5839575.500000 Penalty: 5294.665527
	Iteration 6Q: 3 clusters Score -5839576 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5840351.000000 Penalty: 5294.665527
	Iteration 7Q: 3 clusters Score -5840351 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5841299.500000 Penalty: 5294.665527
	Iteration 8Q: 3 clusters Score -5841300 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5842465.500000 Penalty: 5294.665527
	Iteration 9Q: 3 clusters Score -5842466 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -5843940.500000 Penalty: 5294.665527
	Iteration 10F: 3 clusters Score -5843940 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5845654.500000 Penalty: 5294.665527
	Iteration 11F: 3 clusters Score -5845654 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5847557.000000 Penalty: 5294.665527
	Iteration 12F: 3 clusters Score -5847557 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -5849271.000000 Penalty: 5294.665527
	Iteration 13Q: 3 clusters Score -5849271 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5850687.000000 Penalty: 5294.665527
	Iteration 14Q: 3 clusters Score -5850687 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5851496.500000 Penalty: 5294.665527
	Iteration 15Q: 3 clusters Score -5851496 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5851929.000000 Penalty: 5294.665527
	Iteration 16Q: 3 clusters Score -5851929 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5852136.500000 Penalty: 5294.665527
	Iteration 17Q: 3 clusters Score -5852136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -5852250.500000 Penalty: 5294.665527
	Iteration 18Q: 3 clusters Score -5852250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -5852314.000000 Penalty: 5294.665527
	Iteration 19Q: 3 clusters Score -5852314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5852335.000000 Penalty: 5294.665527
	Iteration 20F: 3 clusters Score -5852335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5852345.500000 Penalty: 5294.665527
	Iteration 21Q: 3 clusters Score -5852346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5852347.000000 Penalty: 5294.665527
	Iteration 22Q: 3 clusters Score -5852347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5852366.500000 Penalty: 5294.665527
	Iteration 23Q: 3 clusters Score -5852366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5852378.000000 Penalty: 5294.665527
	Iteration 24Q: 3 clusters Score -5852378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -5852398.500000 Penalty: 5294.665527
	Iteration 25Q: 3 clusters Score -5852398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5852411.000000 Penalty: 5294.665527
	Iteration 26Q: 3 clusters Score -5852411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5852411.000000 Penalty: 5294.665527
	Iteration 27Q: 3 clusters Score -5852411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5852425.000000 Penalty: 5294.665527
	Iteration 28Q: 3 clusters Score -5852425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5852420.500000 Penalty: 5294.665527
	Iteration 29Q: 3 clusters Score -5852420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5852422.500000 Penalty: 5294.665527
	Iteration 30Q: 3 clusters Score -5852422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5852422.500000 Penalty: 5294.665527
	Iteration 31F: 3 clusters Score -5852422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -1188912.250000 Penalty: 2257.068848
	Iteration 0F: 2 clusters Score -1188912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1181879.875000 Penalty: 4514.137695
	Iteration 0F: 3 clusters Score -1181880 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1183984.375000 Penalty: 4514.137695
	Iteration 1F: 3 clusters Score -1183984 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1184378.125000 Penalty: 4514.137695
	Iteration 2F: 3 clusters Score -1184378 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1184757.375000 Penalty: 4514.137695
	Iteration 3F: 3 clusters Score -1184757 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1185127.250000 Penalty: 4514.137695
	Iteration 4F: 3 clusters Score -1185127 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1185537.250000 Penalty: 4514.137695
	Iteration 5F: 3 clusters Score -1185537 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1185981.750000 Penalty: 4514.137695
	Iteration 6F: 3 clusters Score -1185982 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1186300.000000 Penalty: 4514.137695
	Iteration 7F: 3 clusters Score -1186300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1186501.000000 Penalty: 4514.137695
	Iteration 8Q: 3 clusters Score -1186501 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1186616.250000 Penalty: 4514.137695
	Iteration 9Q: 3 clusters Score -1186616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1186677.750000 Penalty: 4514.137695
	Iteration 10Q: 3 clusters Score -1186678 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1186716.625000 Penalty: 4514.137695
	Iteration 11Q: 3 clusters Score -1186717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1186740.625000 Penalty: 4514.137695
	Iteration 12Q: 3 clusters Score -1186741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1186770.625000 Penalty: 4514.137695
	Iteration 13Q: 3 clusters Score -1186771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1186789.000000 Penalty: 4514.137695
	Iteration 14Q: 3 clusters Score -1186789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1186804.250000 Penalty: 4514.137695
	Iteration 15Q: 3 clusters Score -1186804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1186814.375000 Penalty: 4514.137695
	Iteration 16Q: 3 clusters Score -1186814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1186821.875000 Penalty: 4514.137695
	Iteration 17Q: 3 clusters Score -1186822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1186825.375000 Penalty: 4514.137695
	Iteration 18Q: 3 clusters Score -1186825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1186829.375000 Penalty: 4514.137695
	Iteration 19Q: 3 clusters Score -1186829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1186831.875000 Penalty: 4514.137695
	Iteration 20F: 3 clusters Score -1186832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1186837.500000 Penalty: 4514.137695
	Iteration 21Q: 3 clusters Score -1186838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1186841.000000 Penalty: 4514.137695
	Iteration 22Q: 3 clusters Score -1186841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1186843.500000 Penalty: 4514.137695
	Iteration 23Q: 3 clusters Score -1186844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1186845.250000 Penalty: 4514.137695
	Iteration 24Q: 3 clusters Score -1186845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1186846.750000 Penalty: 4514.137695
	Iteration 25Q: 3 clusters Score -1186847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1186845.500000 Penalty: 4514.137695
	Iteration 26Q: 3 clusters Score -1186846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1186848.750000 Penalty: 4514.137695
	Iteration 27Q: 3 clusters Score -1186849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1186847.125000 Penalty: 4514.137695
	Iteration 28Q: 3 clusters Score -1186847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1186847.125000 Penalty: 4514.137695
	Iteration 29F: 3 clusters Score -1186847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -559524.687500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -559524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -555257.062500 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -555257.1 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -556366.000000 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -556366 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -556711.500000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -556711.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -557060.562500 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -557060.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -557324.187500 Penalty: 4185.000000
	Iteration 4F: 3 clusters Score -557324.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -557529.000000 Penalty: 4185.000000
	Iteration 5F: 3 clusters Score -557529 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -557695.500000 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -557695.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -557817.062500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -557817.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -557936.562500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -557936.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -558032.375000 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -558032.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -558131.500000 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -558131.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -558230.375000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -558230.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -558296.875000 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -558296.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -558354.312500 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -558354.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -558400.312500 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -558400.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -558439.250000 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -558439.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -558479.812500 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -558479.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -558501.937500 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -558501.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -558521.062500 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -558521.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -558532.562500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -558532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -558541.250000 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -558541.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -558552.937500 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -558552.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -558578.250000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -558578.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -558624.437500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -558624.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -558654.437500 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -558654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -558683.437500 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -558683.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -558700.750000 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -558700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -558717.625000 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -558717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -558734.062500 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -558734.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -558756.437500 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -558756.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -558785.937500 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -558785.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -558817.875000 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -558817.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -558853.187500 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -558853.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -558885.000000 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -558885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -558908.687500 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -558908.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -558920.875000 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -558920.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -558933.500000 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -558933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -558945.187500 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -558945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -558962.562500 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -558962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -558967.250000 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -558967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -558971.375000 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -558971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -558973.187500 Penalty: 4185.000000
	Iteration 41Q: 3 clusters Score -558973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -558973.500000 Penalty: 4185.000000
	Iteration 42Q: 3 clusters Score -558973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -558973.812500 Penalty: 4185.000000
	Iteration 43Q: 3 clusters Score -558973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -558973.375000 Penalty: 4185.000000
	Iteration 44Q: 3 clusters Score -558973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -558973.375000 Penalty: 4185.000000
	Iteration 45F: 3 clusters Score -558973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Entering Unmasked Estep 
Score: -1801803.750000 Penalty: 2365.492676
	Iteration 0F: 2 clusters Score -1801804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1791714.750000 Penalty: 4730.985352
	Iteration 0F: 3 clusters Score -1791715 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1794899.875000 Penalty: 4730.985352
	Iteration 1F: 3 clusters Score -1794900 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1795331.500000 Penalty: 4730.985352
	Iteration 2F: 3 clusters Score -1795332 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1795655.500000 Penalty: 4730.985352
	Iteration 3F: 3 clusters Score -1795656 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1796019.000000 Penalty: 4730.985352
	Iteration 4Q: 3 clusters Score -1796019 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1796398.125000 Penalty: 4730.985352
	Iteration 5Q: 3 clusters Score -1796398 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1796881.000000 Penalty: 4730.985352
	Iteration 6Q: 3 clusters Score -1796881 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1797506.625000 Penalty: 4730.985352
	Iteration 7F: 3 clusters Score -1797507 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1798122.500000 Penalty: 4730.985352
	Iteration 8F: 3 clusters Score -1798122 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1798591.125000 Penalty: 4730.985352
	Iteration 9Q: 3 clusters Score -1798591 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1798893.250000 Penalty: 4730.985352
	Iteration 10Q: 3 clusters Score -1798893 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1799109.750000 Penalty: 4730.985352
	Iteration 11Q: 3 clusters Score -1799110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1799264.750000 Penalty: 4730.985352
	Iteration 12Q: 3 clusters Score -1799265 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1799357.000000 Penalty: 4730.985352
	Iteration 13Q: 3 clusters Score -1799357 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1799415.250000 Penalty: 4730.985352
	Iteration 14Q: 3 clusters Score -1799415 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1799458.000000 Penalty: 4730.985352
	Iteration 15Q: 3 clusters Score -1799458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1799491.250000 Penalty: 4730.985352
	Iteration 16Q: 3 clusters Score -1799491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1799526.375000 Penalty: 4730.985352
	Iteration 17Q: 3 clusters Score -1799526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1799550.500000 Penalty: 4730.985352
	Iteration 18Q: 3 clusters Score -1799550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1799568.500000 Penalty: 4730.985352
	Iteration 19Q: 3 clusters Score -1799568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1799596.250000 Penalty: 4730.985352
	Iteration 20F: 3 clusters Score -1799596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1799606.000000 Penalty: 4730.985352
	Iteration 21Q: 3 clusters Score -1799606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1799620.500000 Penalty: 4730.985352
	Iteration 22Q: 3 clusters Score -1799620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1799639.500000 Penalty: 4730.985352
	Iteration 23Q: 3 clusters Score -1799640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1799656.750000 Penalty: 4730.985352
	Iteration 24Q: 3 clusters Score -1799657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1799668.375000 Penalty: 4730.985352
	Iteration 25Q: 3 clusters Score -1799668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1799687.000000 Penalty: 4730.985352
	Iteration 26Q: 3 clusters Score -1799687 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1799707.125000 Penalty: 4730.985352
	Iteration 27Q: 3 clusters Score -1799707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1799720.750000 Penalty: 4730.985352
	Iteration 28Q: 3 clusters Score -1799721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1799731.125000 Penalty: 4730.985352
	Iteration 29Q: 3 clusters Score -1799731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1799751.000000 Penalty: 4730.985352
	Iteration 30Q: 3 clusters Score -1799751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1799764.000000 Penalty: 4730.985352
	Iteration 31Q: 3 clusters Score -1799764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1799774.875000 Penalty: 4730.985352
	Iteration 32Q: 3 clusters Score -1799775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1799785.125000 Penalty: 4730.985352
	Iteration 33Q: 3 clusters Score -1799785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1799803.125000 Penalty: 4730.985352
	Iteration 34Q: 3 clusters Score -1799803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1799820.000000 Penalty: 4730.985352
	Iteration 35Q: 3 clusters Score -1799820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1799831.000000 Penalty: 4730.985352
	Iteration 36Q: 3 clusters Score -1799831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1799844.250000 Penalty: 4730.985352
	Iteration 37Q: 3 clusters Score -1799844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1799860.875000 Penalty: 4730.985352
	Iteration 38Q: 3 clusters Score -1799861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1799882.875000 Penalty: 4730.985352
	Iteration 39Q: 3 clusters Score -1799883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1799896.000000 Penalty: 4730.985352
	Iteration 40F: 3 clusters Score -1799896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1799908.875000 Penalty: 4730.985352
	Iteration 41Q: 3 clusters Score -1799909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1799924.875000 Penalty: 4730.985352
	Iteration 42Q: 3 clusters Score -1799925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1799942.000000 Penalty: 4730.985352
	Iteration 43Q: 3 clusters Score -1799942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1799950.500000 Penalty: 4730.985352
	Iteration 44Q: 3 clusters Score -1799950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1799964.250000 Penalty: 4730.985352
	Iteration 45Q: 3 clusters Score -1799964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1799974.375000 Penalty: 4730.985352
	Iteration 46Q: 3 clusters Score -1799974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1799983.250000 Penalty: 4730.985352
	Iteration 47Q: 3 clusters Score -1799983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1799994.000000 Penalty: 4730.985352
	Iteration 48Q: 3 clusters Score -1799994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1800005.875000 Penalty: 4730.985352
	Iteration 49Q: 3 clusters Score -1800006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1800014.875000 Penalty: 4730.985352
	Iteration 50Q: 3 clusters Score -1800015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1800030.375000 Penalty: 4730.985352
	Iteration 51Q: 3 clusters Score -1800030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1800042.125000 Penalty: 4730.985352
	Iteration 52Q: 3 clusters Score -1800042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1800051.750000 Penalty: 4730.985352
	Iteration 53Q: 3 clusters Score -1800052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1800066.000000 Penalty: 4730.985352
	Iteration 54Q: 3 clusters Score -1800066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1800076.750000 Penalty: 4730.985352
	Iteration 55Q: 3 clusters Score -1800077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1800102.125000 Penalty: 4730.985352
	Iteration 56Q: 3 clusters Score -1800102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1800128.875000 Penalty: 4730.985352
	Iteration 57Q: 3 clusters Score -1800129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1800154.625000 Penalty: 4730.985352
	Iteration 58Q: 3 clusters Score -1800155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1800181.125000 Penalty: 4730.985352
	Iteration 59Q: 3 clusters Score -1800181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1800214.375000 Penalty: 4730.985352
	Iteration 60F: 3 clusters Score -1800214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1800251.000000 Penalty: 4730.985352
	Iteration 61Q: 3 clusters Score -1800251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1800275.750000 Penalty: 4730.985352
	Iteration 62Q: 3 clusters Score -1800276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1800304.875000 Penalty: 4730.985352
	Iteration 63Q: 3 clusters Score -1800305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1800319.750000 Penalty: 4730.985352
	Iteration 64Q: 3 clusters Score -1800320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1800341.500000 Penalty: 4730.985352
	Iteration 65Q: 3 clusters Score -1800342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1800353.875000 Penalty: 4730.985352
	Iteration 66Q: 3 clusters Score -1800354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1800364.250000 Penalty: 4730.985352
	Iteration 67Q: 3 clusters Score -1800364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1800370.375000 Penalty: 4730.985352
	Iteration 68Q: 3 clusters Score -1800370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1800380.125000 Penalty: 4730.985352
	Iteration 69Q: 3 clusters Score -1800380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1800393.750000 Penalty: 4730.985352
	Iteration 70Q: 3 clusters Score -1800394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1800395.875000 Penalty: 4730.985352
	Iteration 71Q: 3 clusters Score -1800396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1800399.375000 Penalty: 4730.985352
	Iteration 72Q: 3 clusters Score -1800399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1800397.875000 Penalty: 4730.985352
	Iteration 73Q: 3 clusters Score -1800398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1800400.125000 Penalty: 4730.985352
	Iteration 74Q: 3 clusters Score -1800400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1800401.750000 Penalty: 4730.985352
	Iteration 75Q: 3 clusters Score -1800402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1800403.000000 Penalty: 4730.985352
	Iteration 76Q: 3 clusters Score -1800403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1800405.000000 Penalty: 4730.985352
	Iteration 77Q: 3 clusters Score -1800405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1800406.750000 Penalty: 4730.985352
	Iteration 78Q: 3 clusters Score -1800407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1800407.125000 Penalty: 4730.985352
	Iteration 79Q: 3 clusters Score -1800407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1800407.625000 Penalty: 4730.985352
	Iteration 80F: 3 clusters Score -1800408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1800412.500000 Penalty: 4730.985352
	Iteration 81Q: 3 clusters Score -1800412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1800412.000000 Penalty: 4730.985352
	Iteration 82Q: 3 clusters Score -1800412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1800412.000000 Penalty: 4730.985352
	Iteration 83F: 3 clusters Score -1800412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -715352.250000 Penalty: 2133.226074
	Iteration 0F: 2 clusters Score -715352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -710562.750000 Penalty: 4266.452148
	Iteration 0F: 3 clusters Score -710562.8 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -711730.687500 Penalty: 4266.452148
	Iteration 1F: 3 clusters Score -711730.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -711988.625000 Penalty: 4266.452148
	Iteration 2F: 3 clusters Score -711988.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -712164.375000 Penalty: 4266.452148
	Iteration 3F: 3 clusters Score -712164.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -712291.750000 Penalty: 4266.452148
	Iteration 4Q: 3 clusters Score -712291.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -712424.125000 Penalty: 4266.452148
	Iteration 5Q: 3 clusters Score -712424.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -712541.687500 Penalty: 4266.452148
	Iteration 6Q: 3 clusters Score -712541.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -712681.250000 Penalty: 4266.452148
	Iteration 7Q: 3 clusters Score -712681.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -712819.000000 Penalty: 4266.452148
	Iteration 8Q: 3 clusters Score -712819 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -712937.687500 Penalty: 4266.452148
	Iteration 9Q: 3 clusters Score -712937.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -713043.000000 Penalty: 4266.452148
	Iteration 10Q: 3 clusters Score -713043 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -713116.937500 Penalty: 4266.452148
	Iteration 11Q: 3 clusters Score -713116.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -713175.375000 Penalty: 4266.452148
	Iteration 12Q: 3 clusters Score -713175.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -713231.625000 Penalty: 4266.452148
	Iteration 13Q: 3 clusters Score -713231.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -713280.437500 Penalty: 4266.452148
	Iteration 14Q: 3 clusters Score -713280.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -713316.812500 Penalty: 4266.452148
	Iteration 15Q: 3 clusters Score -713316.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -713337.562500 Penalty: 4266.452148
	Iteration 16Q: 3 clusters Score -713337.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -713355.625000 Penalty: 4266.452148
	Iteration 17Q: 3 clusters Score -713355.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -713367.312500 Penalty: 4266.452148
	Iteration 18Q: 3 clusters Score -713367.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -713379.437500 Penalty: 4266.452148
	Iteration 19Q: 3 clusters Score -713379.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -713385.125000 Penalty: 4266.452148
	Iteration 20F: 3 clusters Score -713385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -713391.562500 Penalty: 4266.452148
	Iteration 21Q: 3 clusters Score -713391.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -713396.500000 Penalty: 4266.452148
	Iteration 22Q: 3 clusters Score -713396.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -713403.750000 Penalty: 4266.452148
	Iteration 23Q: 3 clusters Score -713403.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -713408.312500 Penalty: 4266.452148
	Iteration 24Q: 3 clusters Score -713408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -713409.312500 Penalty: 4266.452148
	Iteration 25Q: 3 clusters Score -713409.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -713411.687500 Penalty: 4266.452148
	Iteration 26Q: 3 clusters Score -713411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -713412.562500 Penalty: 4266.452148
	Iteration 27Q: 3 clusters Score -713412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -713413.937500 Penalty: 4266.452148
	Iteration 28Q: 3 clusters Score -713413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -713414.562500 Penalty: 4266.452148
	Iteration 29Q: 3 clusters Score -713414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -713415.062500 Penalty: 4266.452148
	Iteration 30Q: 3 clusters Score -713415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -713418.125000 Penalty: 4266.452148
	Iteration 31Q: 3 clusters Score -713418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -713418.625000 Penalty: 4266.452148
	Iteration 32Q: 3 clusters Score -713418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -713418.187500 Penalty: 4266.452148
	Iteration 33Q: 3 clusters Score -713418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -713418.687500 Penalty: 4266.452148
	Iteration 34Q: 3 clusters Score -713418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -713418.687500 Penalty: 4266.452148
	Iteration 35F: 3 clusters Score -713418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (108137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Entering Unmasked Estep 
Score: -13525382.000000 Penalty: 2874.606201
	Iteration 0F: 2 clusters Score -1.352538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -13453102.000000 Penalty: 5749.212402
	Iteration 0F: 3 clusters Score -1.34531e+07 nChanged 51047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -13483130.000000 Penalty: 5749.212402
	Iteration 1F: 3 clusters Score -1.348313e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -13484902.000000 Penalty: 5749.212402
	Iteration 2Q: 3 clusters Score -1.34849e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -13487365.000000 Penalty: 5749.212402
	Iteration 3Q: 3 clusters Score -1.348736e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -13490800.000000 Penalty: 5749.212402
	Iteration 4F: 3 clusters Score -1.34908e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -13495497.000000 Penalty: 5749.212402
	Iteration 5F: 3 clusters Score -1.34955e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -13501107.000000 Penalty: 5749.212402
	Iteration 6F: 3 clusters Score -1.350111e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -13507259.000000 Penalty: 5749.212402
	Iteration 7F: 3 clusters Score -1.350726e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -13512870.000000 Penalty: 5749.212402
	Iteration 8F: 3 clusters Score -1.351287e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -13517147.000000 Penalty: 5749.212402
	Iteration 9Q: 3 clusters Score -1.351715e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -13519660.000000 Penalty: 5749.212402
	Iteration 10Q: 3 clusters Score -1.351966e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -13521093.000000 Penalty: 5749.212402
	Iteration 11Q: 3 clusters Score -1.352109e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -13521993.000000 Penalty: 5749.212402
	Iteration 12Q: 3 clusters Score -1.352199e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13522582.000000 Penalty: 5749.212402
	Iteration 13Q: 3 clusters Score -1.352258e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -13522827.000000 Penalty: 5749.212402
	Iteration 14Q: 3 clusters Score -1.352283e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -13523034.000000 Penalty: 5749.212402
	Iteration 15Q: 3 clusters Score -1.352303e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -13523205.000000 Penalty: 5749.212402
	Iteration 16Q: 3 clusters Score -1.35232e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -13523281.000000 Penalty: 5749.212402
	Iteration 17Q: 3 clusters Score -1.352328e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13523404.000000 Penalty: 5749.212402
	Iteration 18Q: 3 clusters Score -1.35234e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13523493.000000 Penalty: 5749.212402
	Iteration 19Q: 3 clusters Score -1.352349e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13523537.000000 Penalty: 5749.212402
	Iteration 20F: 3 clusters Score -1.352354e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13523567.000000 Penalty: 5749.212402
	Iteration 21Q: 3 clusters Score -1.352357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13523639.000000 Penalty: 5749.212402
	Iteration 22Q: 3 clusters Score -1.352364e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13523685.000000 Penalty: 5749.212402
	Iteration 23Q: 3 clusters Score -1.352368e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13523691.000000 Penalty: 5749.212402
	Iteration 24Q: 3 clusters Score -1.352369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -13523709.000000 Penalty: 5749.212402
	Iteration 25Q: 3 clusters Score -1.352371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -13523734.000000 Penalty: 5749.212402
	Iteration 26Q: 3 clusters Score -1.352373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13523768.000000 Penalty: 5749.212402
	Iteration 27Q: 3 clusters Score -1.352377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13523775.000000 Penalty: 5749.212402
	Iteration 28Q: 3 clusters Score -1.352378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -13523807.000000 Penalty: 5749.212402
	Iteration 29Q: 3 clusters Score -1.352381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13523810.000000 Penalty: 5749.212402
	Iteration 30Q: 3 clusters Score -1.352381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13523799.000000 Penalty: 5749.212402
	Iteration 31Q: 3 clusters Score -1.35238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -13523793.000000 Penalty: 5749.212402
	Iteration 32Q: 3 clusters Score -1.352379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13523796.000000 Penalty: 5749.212402
	Iteration 33Q: 3 clusters Score -1.35238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -13523799.000000 Penalty: 5749.212402
	Iteration 34Q: 3 clusters Score -1.35238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13523791.000000 Penalty: 5749.212402
	Iteration 35Q: 3 clusters Score -1.352379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13523772.000000 Penalty: 5749.212402
	Iteration 36Q: 3 clusters Score -1.352377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13523789.000000 Penalty: 5749.212402
	Iteration 37Q: 3 clusters Score -1.352379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13523782.000000 Penalty: 5749.212402
	Iteration 38Q: 3 clusters Score -1.352378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13523786.000000 Penalty: 5749.212402
	Iteration 39Q: 3 clusters Score -1.352379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13523805.000000 Penalty: 5749.212402
	Iteration 40F: 3 clusters Score -1.35238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13523808.000000 Penalty: 5749.212402
	Iteration 41Q: 3 clusters Score -1.352381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -13523809.000000 Penalty: 5749.212402
	Iteration 42Q: 3 clusters Score -1.352381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -13523812.000000 Penalty: 5749.212402
	Iteration 43Q: 3 clusters Score -1.352381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13523810.000000 Penalty: 5749.212402
	Iteration 44Q: 3 clusters Score -1.352381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13523817.000000 Penalty: 5749.212402
	Iteration 45Q: 3 clusters Score -1.352382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13523802.000000 Penalty: 5749.212402
	Iteration 46Q: 3 clusters Score -1.35238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13523812.000000 Penalty: 5749.212402
	Iteration 47Q: 3 clusters Score -1.352381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13523822.000000 Penalty: 5749.212402
	Iteration 48Q: 3 clusters Score -1.352382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13523825.000000 Penalty: 5749.212402
	Iteration 49Q: 3 clusters Score -1.352382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 50Q: 3 clusters Score -1.352382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106242 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 51Q: 3 clusters Score -1.352382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 52Q: 3 clusters Score -1.352382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13523826.000000 Penalty: 5749.212402
	Iteration 53Q: 3 clusters Score -1.352383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13523831.000000 Penalty: 5749.212402
	Iteration 54Q: 3 clusters Score -1.352383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 55Q: 3 clusters Score -1.352382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 56Q: 3 clusters Score -1.352382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13523824.000000 Penalty: 5749.212402
	Iteration 57F: 3 clusters Score -1.352382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -401325.656250 Penalty: 2000.185913
	Iteration 0F: 2 clusters Score -401325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -397957.000000 Penalty: 4000.371826
	Iteration 0F: 3 clusters Score -397957 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398709.656250 Penalty: 4000.371826
	Iteration 1F: 3 clusters Score -398709.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -398912.750000 Penalty: 4000.371826
	Iteration 2F: 3 clusters Score -398912.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -399033.125000 Penalty: 4000.371826
	Iteration 3Q: 3 clusters Score -399033.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -399108.406250 Penalty: 4000.371826
	Iteration 4Q: 3 clusters Score -399108.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -399161.156250 Penalty: 4000.371826
	Iteration 5Q: 3 clusters Score -399161.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -399203.312500 Penalty: 4000.371826
	Iteration 6Q: 3 clusters Score -399203.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -399234.437500 Penalty: 4000.371826
	Iteration 7Q: 3 clusters Score -399234.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399267.500000 Penalty: 4000.371826
	Iteration 8Q: 3 clusters Score -399267.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -399296.218750 Penalty: 4000.371826
	Iteration 9Q: 3 clusters Score -399296.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -399315.781250 Penalty: 4000.371826
	Iteration 10Q: 3 clusters Score -399315.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -399334.000000 Penalty: 4000.371826
	Iteration 11Q: 3 clusters Score -399334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -399357.093750 Penalty: 4000.371826
	Iteration 12Q: 3 clusters Score -399357.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -399378.875000 Penalty: 4000.371826
	Iteration 13Q: 3 clusters Score -399378.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -399407.031250 Penalty: 4000.371826
	Iteration 14Q: 3 clusters Score -399407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -399445.000000 Penalty: 4000.371826
	Iteration 15Q: 3 clusters Score -399445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -399476.968750 Penalty: 4000.371826
	Iteration 16Q: 3 clusters Score -399477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -399503.218750 Penalty: 4000.371826
	Iteration 17Q: 3 clusters Score -399503.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -399521.281250 Penalty: 4000.371826
	Iteration 18Q: 3 clusters Score -399521.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -399543.843750 Penalty: 4000.371826
	Iteration 19Q: 3 clusters Score -399543.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -399558.218750 Penalty: 4000.371826
	Iteration 20F: 3 clusters Score -399558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -399568.781250 Penalty: 4000.371826
	Iteration 21Q: 3 clusters Score -399568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -399578.343750 Penalty: 4000.371826
	Iteration 22Q: 3 clusters Score -399578.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -399585.187500 Penalty: 4000.371826
	Iteration 23Q: 3 clusters Score -399585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -399587.687500 Penalty: 4000.371826
	Iteration 24Q: 3 clusters Score -399587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -399590.218750 Penalty: 4000.371826
	Iteration 25Q: 3 clusters Score -399590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -399592.812500 Penalty: 4000.371826
	Iteration 26Q: 3 clusters Score -399592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399595.281250 Penalty: 4000.371826
	Iteration 27Q: 3 clusters Score -399595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -399599.843750 Penalty: 4000.371826
	Iteration 28Q: 3 clusters Score -399599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -399602.906250 Penalty: 4000.371826
	Iteration 29Q: 3 clusters Score -399602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -399605.281250 Penalty: 4000.371826
	Iteration 30Q: 3 clusters Score -399605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -399608.406250 Penalty: 4000.371826
	Iteration 31Q: 3 clusters Score -399608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -399610.593750 Penalty: 4000.371826
	Iteration 32Q: 3 clusters Score -399610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -399612.437500 Penalty: 4000.371826
	Iteration 33Q: 3 clusters Score -399612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -399615.156250 Penalty: 4000.371826
	Iteration 34Q: 3 clusters Score -399615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -399615.062500 Penalty: 4000.371826
	Iteration 35Q: 3 clusters Score -399615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -399615.062500 Penalty: 4000.371826
	Iteration 36F: 3 clusters Score -399615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -1781054.375000 Penalty: 2352.094727
	Iteration 0F: 2 clusters Score -1781054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1771397.125000 Penalty: 4704.189453
	Iteration 0F: 3 clusters Score -1771397 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1774322.375000 Penalty: 4704.189453
	Iteration 1F: 3 clusters Score -1774322 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1774674.875000 Penalty: 4704.189453
	Iteration 2F: 3 clusters Score -1774675 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1775013.875000 Penalty: 4704.189453
	Iteration 3F: 3 clusters Score -1775014 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1775317.875000 Penalty: 4704.189453
	Iteration 4Q: 3 clusters Score -1775318 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1775599.500000 Penalty: 4704.189453
	Iteration 5Q: 3 clusters Score -1775600 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1775837.500000 Penalty: 4704.189453
	Iteration 6Q: 3 clusters Score -1775838 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1776059.500000 Penalty: 4704.189453
	Iteration 7Q: 3 clusters Score -1776060 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1776259.750000 Penalty: 4704.189453
	Iteration 8Q: 3 clusters Score -1776260 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1776482.000000 Penalty: 4704.189453
	Iteration 9Q: 3 clusters Score -1776482 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1776722.625000 Penalty: 4704.189453
	Iteration 10Q: 3 clusters Score -1776723 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1776994.250000 Penalty: 4704.189453
	Iteration 11Q: 3 clusters Score -1776994 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1777254.375000 Penalty: 4704.189453
	Iteration 12Q: 3 clusters Score -1777254 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1777504.875000 Penalty: 4704.189453
	Iteration 13Q: 3 clusters Score -1777505 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1777777.625000 Penalty: 4704.189453
	Iteration 14Q: 3 clusters Score -1777778 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1778056.625000 Penalty: 4704.189453
	Iteration 15Q: 3 clusters Score -1778057 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1778320.500000 Penalty: 4704.189453
	Iteration 16Q: 3 clusters Score -1778320 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1778570.625000 Penalty: 4704.189453
	Iteration 17Q: 3 clusters Score -1778571 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1778841.125000 Penalty: 4704.189453
	Iteration 18Q: 3 clusters Score -1778841 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1779081.875000 Penalty: 4704.189453
	Iteration 19Q: 3 clusters Score -1779082 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1779281.375000 Penalty: 4704.189453
	Iteration 20F: 3 clusters Score -1779281 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1779426.000000 Penalty: 4704.189453
	Iteration 21Q: 3 clusters Score -1779426 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1779513.375000 Penalty: 4704.189453
	Iteration 22Q: 3 clusters Score -1779513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1779573.875000 Penalty: 4704.189453
	Iteration 23Q: 3 clusters Score -1779574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1779613.875000 Penalty: 4704.189453
	Iteration 24Q: 3 clusters Score -1779614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1779641.375000 Penalty: 4704.189453
	Iteration 25Q: 3 clusters Score -1779641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1779661.000000 Penalty: 4704.189453
	Iteration 26Q: 3 clusters Score -1779661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1779672.625000 Penalty: 4704.189453
	Iteration 27Q: 3 clusters Score -1779673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1779686.125000 Penalty: 4704.189453
	Iteration 28Q: 3 clusters Score -1779686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1779693.000000 Penalty: 4704.189453
	Iteration 29Q: 3 clusters Score -1779693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1779695.500000 Penalty: 4704.189453
	Iteration 30Q: 3 clusters Score -1779696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1779700.125000 Penalty: 4704.189453
	Iteration 31Q: 3 clusters Score -1779700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1779701.500000 Penalty: 4704.189453
	Iteration 32Q: 3 clusters Score -1779702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1779703.875000 Penalty: 4704.189453
	Iteration 33Q: 3 clusters Score -1779704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1779702.500000 Penalty: 4704.189453
	Iteration 34Q: 3 clusters Score -1779702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1779702.500000 Penalty: 4704.189453
	Iteration 35F: 3 clusters Score -1779702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Entering Unmasked Estep 
Score: -15085123.000000 Penalty: 2888.649414
	Iteration 0F: 2 clusters Score -1.508512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -15009129.000000 Penalty: 5777.298828
	Iteration 0F: 3 clusters Score -1.500913e+07 nChanged 54122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -15040625.000000 Penalty: 5777.298828
	Iteration 1F: 3 clusters Score -1.504062e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -15041749.000000 Penalty: 5777.298828
	Iteration 2Q: 3 clusters Score -1.504175e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -15043599.000000 Penalty: 5777.298828
	Iteration 3Q: 3 clusters Score -1.50436e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -15046055.000000 Penalty: 5777.298828
	Iteration 4Q: 3 clusters Score -1.504606e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -15049240.000000 Penalty: 5777.298828
	Iteration 5F: 3 clusters Score -1.504924e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -15052936.000000 Penalty: 5777.298828
	Iteration 6F: 3 clusters Score -1.505294e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -15056420.000000 Penalty: 5777.298828
	Iteration 7F: 3 clusters Score -1.505642e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -15059440.000000 Penalty: 5777.298828
	Iteration 8F: 3 clusters Score -1.505944e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -15061892.000000 Penalty: 5777.298828
	Iteration 9Q: 3 clusters Score -1.506189e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -15064561.000000 Penalty: 5777.298828
	Iteration 10Q: 3 clusters Score -1.506456e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -15068235.000000 Penalty: 5777.298828
	Iteration 11Q: 3 clusters Score -1.506824e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -15073287.000000 Penalty: 5777.298828
	Iteration 12Q: 3 clusters Score -1.507329e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -15077797.000000 Penalty: 5777.298828
	Iteration 13Q: 3 clusters Score -1.50778e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -15080390.000000 Penalty: 5777.298828
	Iteration 14Q: 3 clusters Score -1.508039e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -15081522.000000 Penalty: 5777.298828
	Iteration 15Q: 3 clusters Score -1.508152e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -15082006.000000 Penalty: 5777.298828
	Iteration 16Q: 3 clusters Score -1.508201e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -15082262.000000 Penalty: 5777.298828
	Iteration 17Q: 3 clusters Score -1.508226e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -15082467.000000 Penalty: 5777.298828
	Iteration 18Q: 3 clusters Score -1.508247e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -15082592.000000 Penalty: 5777.298828
	Iteration 19Q: 3 clusters Score -1.508259e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -15082717.000000 Penalty: 5777.298828
	Iteration 20F: 3 clusters Score -1.508272e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -15082779.000000 Penalty: 5777.298828
	Iteration 21Q: 3 clusters Score -1.508278e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -15082816.000000 Penalty: 5777.298828
	Iteration 22Q: 3 clusters Score -1.508282e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -15082844.000000 Penalty: 5777.298828
	Iteration 23Q: 3 clusters Score -1.508284e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -15082849.000000 Penalty: 5777.298828
	Iteration 24Q: 3 clusters Score -1.508285e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -15082892.000000 Penalty: 5777.298828
	Iteration 25Q: 3 clusters Score -1.508289e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -15082884.000000 Penalty: 5777.298828
	Iteration 26Q: 3 clusters Score -1.508288e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -15082912.000000 Penalty: 5777.298828
	Iteration 27Q: 3 clusters Score -1.508291e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -15082945.000000 Penalty: 5777.298828
	Iteration 28Q: 3 clusters Score -1.508294e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -15082939.000000 Penalty: 5777.298828
	Iteration 29Q: 3 clusters Score -1.508294e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -15082912.000000 Penalty: 5777.298828
	Iteration 30Q: 3 clusters Score -1.508291e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -15082934.000000 Penalty: 5777.298828
	Iteration 31Q: 3 clusters Score -1.508293e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -15082942.000000 Penalty: 5777.298828
	Iteration 32Q: 3 clusters Score -1.508294e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -15082952.000000 Penalty: 5777.298828
	Iteration 33Q: 3 clusters Score -1.508295e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -15082957.000000 Penalty: 5777.298828
	Iteration 34Q: 3 clusters Score -1.508296e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -15082975.000000 Penalty: 5777.298828
	Iteration 35Q: 3 clusters Score -1.508298e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -15082965.000000 Penalty: 5777.298828
	Iteration 36Q: 3 clusters Score -1.508296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -15082971.000000 Penalty: 5777.298828
	Iteration 37Q: 3 clusters Score -1.508297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -15082969.000000 Penalty: 5777.298828
	Iteration 38Q: 3 clusters Score -1.508297e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -15082978.000000 Penalty: 5777.298828
	Iteration 39Q: 3 clusters Score -1.508298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -15082968.000000 Penalty: 5777.298828
	Iteration 40F: 3 clusters Score -1.508297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -15082941.000000 Penalty: 5777.298828
	Iteration 41Q: 3 clusters Score -1.508294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -15082917.000000 Penalty: 5777.298828
	Iteration 42Q: 3 clusters Score -1.508292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -15082955.000000 Penalty: 5777.298828
	Iteration 43Q: 3 clusters Score -1.508296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -15082976.000000 Penalty: 5777.298828
	Iteration 44Q: 3 clusters Score -1.508298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -15082984.000000 Penalty: 5777.298828
	Iteration 45Q: 3 clusters Score -1.508298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -15082967.000000 Penalty: 5777.298828
	Iteration 46Q: 3 clusters Score -1.508297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -15082961.000000 Penalty: 5777.298828
	Iteration 47Q: 3 clusters Score -1.508296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -15082976.000000 Penalty: 5777.298828
	Iteration 48Q: 3 clusters Score -1.508298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -15082963.000000 Penalty: 5777.298828
	Iteration 49Q: 3 clusters Score -1.508296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -15082976.000000 Penalty: 5777.298828
	Iteration 50Q: 3 clusters Score -1.508298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -15082967.000000 Penalty: 5777.298828
	Iteration 51Q: 3 clusters Score -1.508297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -15082974.000000 Penalty: 5777.298828
	Iteration 52Q: 3 clusters Score -1.508297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -15082964.000000 Penalty: 5777.298828
	Iteration 53Q: 3 clusters Score -1.508296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -15082949.000000 Penalty: 5777.298828
	Iteration 54Q: 3 clusters Score -1.508295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -15082939.000000 Penalty: 5777.298828
	Iteration 55Q: 3 clusters Score -1.508294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -15082956.000000 Penalty: 5777.298828
	Iteration 56Q: 3 clusters Score -1.508296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -15082947.000000 Penalty: 5777.298828
	Iteration 57Q: 3 clusters Score -1.508295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -15082951.000000 Penalty: 5777.298828
	Iteration 58Q: 3 clusters Score -1.508295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -15082940.000000 Penalty: 5777.298828
	Iteration 59Q: 3 clusters Score -1.508294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -15082965.000000 Penalty: 5777.298828
	Iteration 60F: 3 clusters Score -1.508296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -15082962.000000 Penalty: 5777.298828
	Iteration 61Q: 3 clusters Score -1.508296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -15082955.000000 Penalty: 5777.298828
	Iteration 62Q: 3 clusters Score -1.508296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -15082955.000000 Penalty: 5777.298828
	Iteration 63Q: 3 clusters Score -1.508296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -15082965.000000 Penalty: 5777.298828
	Iteration 64Q: 3 clusters Score -1.508296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -15082957.000000 Penalty: 5777.298828
	Iteration 65Q: 3 clusters Score -1.508296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -15082955.000000 Penalty: 5777.298828
	Iteration 66Q: 3 clusters Score -1.508296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -15082950.000000 Penalty: 5777.298828
	Iteration 67Q: 3 clusters Score -1.508295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -15082965.000000 Penalty: 5777.298828
	Iteration 68Q: 3 clusters Score -1.508296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -15082958.000000 Penalty: 5777.298828
	Iteration 69Q: 3 clusters Score -1.508296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -15082952.000000 Penalty: 5777.298828
	Iteration 70Q: 3 clusters Score -1.508295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -15082949.000000 Penalty: 5777.298828
	Iteration 71Q: 3 clusters Score -1.508295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -15082944.000000 Penalty: 5777.298828
	Iteration 72Q: 3 clusters Score -1.508294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -15082947.000000 Penalty: 5777.298828
	Iteration 73Q: 3 clusters Score -1.508295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -15082949.000000 Penalty: 5777.298828
	Iteration 74Q: 3 clusters Score -1.508295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -15082946.000000 Penalty: 5777.298828
	Iteration 75Q: 3 clusters Score -1.508295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -15082966.000000 Penalty: 5777.298828
	Iteration 76Q: 3 clusters Score -1.508297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -15082968.000000 Penalty: 5777.298828
	Iteration 77Q: 3 clusters Score -1.508297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -15082972.000000 Penalty: 5777.298828
	Iteration 78Q: 3 clusters Score -1.508297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -15082972.000000 Penalty: 5777.298828
	Iteration 79Q: 3 clusters Score -1.508297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -15082975.000000 Penalty: 5777.298828
	Iteration 80F: 3 clusters Score -1.508298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -15082972.000000 Penalty: 5777.298828
	Iteration 81Q: 3 clusters Score -1.508297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -15082969.000000 Penalty: 5777.298828
	Iteration 82Q: 3 clusters Score -1.508297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -15082979.000000 Penalty: 5777.298828
	Iteration 83Q: 3 clusters Score -1.508298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -15082986.000000 Penalty: 5777.298828
	Iteration 84Q: 3 clusters Score -1.508299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -15082987.000000 Penalty: 5777.298828
	Iteration 85Q: 3 clusters Score -1.508299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -15082984.000000 Penalty: 5777.298828
	Iteration 86Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -15082988.000000 Penalty: 5777.298828
	Iteration 87Q: 3 clusters Score -1.508299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -15082980.000000 Penalty: 5777.298828
	Iteration 88Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -15082979.000000 Penalty: 5777.298828
	Iteration 89Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -15082971.000000 Penalty: 5777.298828
	Iteration 90Q: 3 clusters Score -1.508297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -15082977.000000 Penalty: 5777.298828
	Iteration 91Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -15082971.000000 Penalty: 5777.298828
	Iteration 92Q: 3 clusters Score -1.508297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -15082973.000000 Penalty: 5777.298828
	Iteration 93Q: 3 clusters Score -1.508297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -15082980.000000 Penalty: 5777.298828
	Iteration 94Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -15082976.000000 Penalty: 5777.298828
	Iteration 95Q: 3 clusters Score -1.508298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -15082985.000000 Penalty: 5777.298828
	Iteration 96Q: 3 clusters Score -1.508298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -15082983.000000 Penalty: 5777.298828
	Iteration 97Q: 3 clusters Score -1.508298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -15082981.000000 Penalty: 5777.298828
	Iteration 98Q: 3 clusters Score -1.508298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -15082968.000000 Penalty: 5777.298828
	Iteration 99Q: 3 clusters Score -1.508297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -15082972.000000 Penalty: 5777.298828
	Iteration 100F: 3 clusters Score -1.508297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -15082970.000000 Penalty: 5777.298828
	Iteration 101Q: 3 clusters Score -1.508297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -15082971.000000 Penalty: 5777.298828
	Iteration 102Q: 3 clusters Score -1.508297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -15082968.000000 Penalty: 5777.298828
	Iteration 103Q: 3 clusters Score -1.508297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -15082965.000000 Penalty: 5777.298828
	Iteration 104Q: 3 clusters Score -1.508296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -15082967.000000 Penalty: 5777.298828
	Iteration 105Q: 3 clusters Score -1.508297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -15082964.000000 Penalty: 5777.298828
	Iteration 106Q: 3 clusters Score -1.508296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -15082964.000000 Penalty: 5777.298828
	Iteration 107F: 3 clusters Score -1.508296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -1310127.000000 Penalty: 2301.082764
	Iteration 0F: 2 clusters Score -1310127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1302124.750000 Penalty: 4602.165527
	Iteration 0F: 3 clusters Score -1302125 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1304668.000000 Penalty: 4602.165527
	Iteration 1F: 3 clusters Score -1304668 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1305199.375000 Penalty: 4602.165527
	Iteration 2F: 3 clusters Score -1305199 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1305721.625000 Penalty: 4602.165527
	Iteration 3F: 3 clusters Score -1305722 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1306278.375000 Penalty: 4602.165527
	Iteration 4F: 3 clusters Score -1306278 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1306838.375000 Penalty: 4602.165527
	Iteration 5F: 3 clusters Score -1306838 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1307364.500000 Penalty: 4602.165527
	Iteration 6F: 3 clusters Score -1307364 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1307779.625000 Penalty: 4602.165527
	Iteration 7F: 3 clusters Score -1307780 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1308140.500000 Penalty: 4602.165527
	Iteration 8Q: 3 clusters Score -1308140 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1308457.125000 Penalty: 4602.165527
	Iteration 9Q: 3 clusters Score -1308457 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1308704.875000 Penalty: 4602.165527
	Iteration 10Q: 3 clusters Score -1308705 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1308850.625000 Penalty: 4602.165527
	Iteration 11Q: 3 clusters Score -1308851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1308941.750000 Penalty: 4602.165527
	Iteration 12Q: 3 clusters Score -1308942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1309003.875000 Penalty: 4602.165527
	Iteration 13Q: 3 clusters Score -1309004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1309041.500000 Penalty: 4602.165527
	Iteration 14Q: 3 clusters Score -1309042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1309068.500000 Penalty: 4602.165527
	Iteration 15Q: 3 clusters Score -1309068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1309094.125000 Penalty: 4602.165527
	Iteration 16Q: 3 clusters Score -1309094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1309122.375000 Penalty: 4602.165527
	Iteration 17Q: 3 clusters Score -1309122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1309149.625000 Penalty: 4602.165527
	Iteration 18Q: 3 clusters Score -1309150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1309166.250000 Penalty: 4602.165527
	Iteration 19Q: 3 clusters Score -1309166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1309177.500000 Penalty: 4602.165527
	Iteration 20F: 3 clusters Score -1309178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1309186.000000 Penalty: 4602.165527
	Iteration 21Q: 3 clusters Score -1309186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1309190.125000 Penalty: 4602.165527
	Iteration 22Q: 3 clusters Score -1309190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1309194.875000 Penalty: 4602.165527
	Iteration 23Q: 3 clusters Score -1309195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1309194.375000 Penalty: 4602.165527
	Iteration 24Q: 3 clusters Score -1309194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1309195.125000 Penalty: 4602.165527
	Iteration 25Q: 3 clusters Score -1309195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1309198.250000 Penalty: 4602.165527
	Iteration 26Q: 3 clusters Score -1309198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1309202.750000 Penalty: 4602.165527
	Iteration 27Q: 3 clusters Score -1309203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1309205.125000 Penalty: 4602.165527
	Iteration 28Q: 3 clusters Score -1309205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1309204.375000 Penalty: 4602.165527
	Iteration 29Q: 3 clusters Score -1309204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1309205.375000 Penalty: 4602.165527
	Iteration 30Q: 3 clusters Score -1309205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1309208.500000 Penalty: 4602.165527
	Iteration 31Q: 3 clusters Score -1309208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1309208.875000 Penalty: 4602.165527
	Iteration 32Q: 3 clusters Score -1309209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1309211.500000 Penalty: 4602.165527
	Iteration 33Q: 3 clusters Score -1309212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1309210.875000 Penalty: 4602.165527
	Iteration 34Q: 3 clusters Score -1309211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1309214.750000 Penalty: 4602.165527
	Iteration 35Q: 3 clusters Score -1309215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1309214.750000 Penalty: 4602.165527
	Iteration 36Q: 3 clusters Score -1309215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1309217.250000 Penalty: 4602.165527
	Iteration 37Q: 3 clusters Score -1309217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1309216.125000 Penalty: 4602.165527
	Iteration 38Q: 3 clusters Score -1309216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1309213.250000 Penalty: 4602.165527
	Iteration 39Q: 3 clusters Score -1309213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1309209.750000 Penalty: 4602.165527
	Iteration 40F: 3 clusters Score -1309210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1309212.750000 Penalty: 4602.165527
	Iteration 41Q: 3 clusters Score -1309213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1309212.750000 Penalty: 4602.165527
	Iteration 42F: 3 clusters Score -1309213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Entering Unmasked Estep 
Score: -2702563.500000 Penalty: 2474.599609
	Iteration 0F: 2 clusters Score -2702564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2687386.000000 Penalty: 4949.199219
	Iteration 0F: 3 clusters Score -2687386 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2692742.500000 Penalty: 4949.199219
	Iteration 1F: 3 clusters Score -2692742 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2693242.750000 Penalty: 4949.199219
	Iteration 2F: 3 clusters Score -2693243 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2693640.750000 Penalty: 4949.199219
	Iteration 3Q: 3 clusters Score -2693641 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2693986.500000 Penalty: 4949.199219
	Iteration 4Q: 3 clusters Score -2693986 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2694309.000000 Penalty: 4949.199219
	Iteration 5Q: 3 clusters Score -2694309 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2694617.500000 Penalty: 4949.199219
	Iteration 6Q: 3 clusters Score -2694618 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2694952.500000 Penalty: 4949.199219
	Iteration 7Q: 3 clusters Score -2694952 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2695286.000000 Penalty: 4949.199219
	Iteration 8Q: 3 clusters Score -2695286 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2695650.250000 Penalty: 4949.199219
	Iteration 9Q: 3 clusters Score -2695650 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2696081.000000 Penalty: 4949.199219
	Iteration 10Q: 3 clusters Score -2696081 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2696542.000000 Penalty: 4949.199219
	Iteration 11Q: 3 clusters Score -2696542 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2696978.750000 Penalty: 4949.199219
	Iteration 12Q: 3 clusters Score -2696979 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2697318.250000 Penalty: 4949.199219
	Iteration 13Q: 3 clusters Score -2697318 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2697544.000000 Penalty: 4949.199219
	Iteration 14Q: 3 clusters Score -2697544 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2697664.500000 Penalty: 4949.199219
	Iteration 15Q: 3 clusters Score -2697664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2697739.750000 Penalty: 4949.199219
	Iteration 16Q: 3 clusters Score -2697740 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2697806.250000 Penalty: 4949.199219
	Iteration 17Q: 3 clusters Score -2697806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2697837.000000 Penalty: 4949.199219
	Iteration 18Q: 3 clusters Score -2697837 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2697856.500000 Penalty: 4949.199219
	Iteration 19Q: 3 clusters Score -2697856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2697890.250000 Penalty: 4949.199219
	Iteration 20F: 3 clusters Score -2697890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2697903.250000 Penalty: 4949.199219
	Iteration 21Q: 3 clusters Score -2697903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2697932.500000 Penalty: 4949.199219
	Iteration 22Q: 3 clusters Score -2697932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2697953.250000 Penalty: 4949.199219
	Iteration 23Q: 3 clusters Score -2697953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2697973.750000 Penalty: 4949.199219
	Iteration 24Q: 3 clusters Score -2697974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2697990.000000 Penalty: 4949.199219
	Iteration 25Q: 3 clusters Score -2697990 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2698016.750000 Penalty: 4949.199219
	Iteration 26Q: 3 clusters Score -2698017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2698058.250000 Penalty: 4949.199219
	Iteration 27Q: 3 clusters Score -2698058 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2698107.250000 Penalty: 4949.199219
	Iteration 28Q: 3 clusters Score -2698107 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2698134.000000 Penalty: 4949.199219
	Iteration 29Q: 3 clusters Score -2698134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2698165.000000 Penalty: 4949.199219
	Iteration 30Q: 3 clusters Score -2698165 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2698201.500000 Penalty: 4949.199219
	Iteration 31Q: 3 clusters Score -2698202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2698234.000000 Penalty: 4949.199219
	Iteration 32Q: 3 clusters Score -2698234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2698274.750000 Penalty: 4949.199219
	Iteration 33Q: 3 clusters Score -2698275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2698305.250000 Penalty: 4949.199219
	Iteration 34Q: 3 clusters Score -2698305 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2698339.500000 Penalty: 4949.199219
	Iteration 35Q: 3 clusters Score -2698340 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2698375.250000 Penalty: 4949.199219
	Iteration 36Q: 3 clusters Score -2698375 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2698425.000000 Penalty: 4949.199219
	Iteration 37Q: 3 clusters Score -2698425 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2698468.500000 Penalty: 4949.199219
	Iteration 38Q: 3 clusters Score -2698468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2698533.250000 Penalty: 4949.199219
	Iteration 39Q: 3 clusters Score -2698533 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2698583.750000 Penalty: 4949.199219
	Iteration 40F: 3 clusters Score -2698584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2698643.000000 Penalty: 4949.199219
	Iteration 41Q: 3 clusters Score -2698643 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2698703.750000 Penalty: 4949.199219
	Iteration 42Q: 3 clusters Score -2698704 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2698745.500000 Penalty: 4949.199219
	Iteration 43Q: 3 clusters Score -2698746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2698796.250000 Penalty: 4949.199219
	Iteration 44Q: 3 clusters Score -2698796 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2698851.250000 Penalty: 4949.199219
	Iteration 45Q: 3 clusters Score -2698851 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2698933.500000 Penalty: 4949.199219
	Iteration 46Q: 3 clusters Score -2698934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2699006.750000 Penalty: 4949.199219
	Iteration 47Q: 3 clusters Score -2699007 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2699094.000000 Penalty: 4949.199219
	Iteration 48Q: 3 clusters Score -2699094 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2699179.250000 Penalty: 4949.199219
	Iteration 49Q: 3 clusters Score -2699179 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2699251.000000 Penalty: 4949.199219
	Iteration 50Q: 3 clusters Score -2699251 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2699331.250000 Penalty: 4949.199219
	Iteration 51Q: 3 clusters Score -2699331 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2699394.250000 Penalty: 4949.199219
	Iteration 52Q: 3 clusters Score -2699394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2699462.750000 Penalty: 4949.199219
	Iteration 53Q: 3 clusters Score -2699463 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2699517.250000 Penalty: 4949.199219
	Iteration 54Q: 3 clusters Score -2699517 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2699557.750000 Penalty: 4949.199219
	Iteration 55Q: 3 clusters Score -2699558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2699619.500000 Penalty: 4949.199219
	Iteration 56Q: 3 clusters Score -2699620 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2699677.250000 Penalty: 4949.199219
	Iteration 57Q: 3 clusters Score -2699677 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2699745.000000 Penalty: 4949.199219
	Iteration 58Q: 3 clusters Score -2699745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2699819.500000 Penalty: 4949.199219
	Iteration 59Q: 3 clusters Score -2699820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2699871.250000 Penalty: 4949.199219
	Iteration 60F: 3 clusters Score -2699871 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2699931.250000 Penalty: 4949.199219
	Iteration 61Q: 3 clusters Score -2699931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2699965.750000 Penalty: 4949.199219
	Iteration 62Q: 3 clusters Score -2699966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2699998.000000 Penalty: 4949.199219
	Iteration 63Q: 3 clusters Score -2699998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2700016.500000 Penalty: 4949.199219
	Iteration 64Q: 3 clusters Score -2700016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2700039.750000 Penalty: 4949.199219
	Iteration 65Q: 3 clusters Score -2700040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2700050.250000 Penalty: 4949.199219
	Iteration 66Q: 3 clusters Score -2700050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2700071.000000 Penalty: 4949.199219
	Iteration 67Q: 3 clusters Score -2700071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2700091.500000 Penalty: 4949.199219
	Iteration 68Q: 3 clusters Score -2700092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2700112.250000 Penalty: 4949.199219
	Iteration 69Q: 3 clusters Score -2700112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2700125.000000 Penalty: 4949.199219
	Iteration 70Q: 3 clusters Score -2700125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2700142.250000 Penalty: 4949.199219
	Iteration 71Q: 3 clusters Score -2700142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2700163.750000 Penalty: 4949.199219
	Iteration 72Q: 3 clusters Score -2700164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2700195.750000 Penalty: 4949.199219
	Iteration 73Q: 3 clusters Score -2700196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2700213.500000 Penalty: 4949.199219
	Iteration 74Q: 3 clusters Score -2700214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2700242.750000 Penalty: 4949.199219
	Iteration 75Q: 3 clusters Score -2700243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2700267.250000 Penalty: 4949.199219
	Iteration 76Q: 3 clusters Score -2700267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2700282.750000 Penalty: 4949.199219
	Iteration 77Q: 3 clusters Score -2700283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2700307.250000 Penalty: 4949.199219
	Iteration 78Q: 3 clusters Score -2700307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2700322.250000 Penalty: 4949.199219
	Iteration 79Q: 3 clusters Score -2700322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2700328.750000 Penalty: 4949.199219
	Iteration 80F: 3 clusters Score -2700329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2700343.000000 Penalty: 4949.199219
	Iteration 81Q: 3 clusters Score -2700343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2700345.500000 Penalty: 4949.199219
	Iteration 82Q: 3 clusters Score -2700346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2700361.250000 Penalty: 4949.199219
	Iteration 83Q: 3 clusters Score -2700361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2700362.250000 Penalty: 4949.199219
	Iteration 84Q: 3 clusters Score -2700362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2700371.250000 Penalty: 4949.199219
	Iteration 85Q: 3 clusters Score -2700371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2700373.250000 Penalty: 4949.199219
	Iteration 86Q: 3 clusters Score -2700373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2700381.250000 Penalty: 4949.199219
	Iteration 87Q: 3 clusters Score -2700381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2700389.500000 Penalty: 4949.199219
	Iteration 88Q: 3 clusters Score -2700390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2700407.000000 Penalty: 4949.199219
	Iteration 89Q: 3 clusters Score -2700407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2700421.250000 Penalty: 4949.199219
	Iteration 90Q: 3 clusters Score -2700421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2700429.250000 Penalty: 4949.199219
	Iteration 91Q: 3 clusters Score -2700429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2700441.000000 Penalty: 4949.199219
	Iteration 92Q: 3 clusters Score -2700441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2700457.500000 Penalty: 4949.199219
	Iteration 93Q: 3 clusters Score -2700458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2700478.500000 Penalty: 4949.199219
	Iteration 94Q: 3 clusters Score -2700478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2700498.750000 Penalty: 4949.199219
	Iteration 95Q: 3 clusters Score -2700499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2700505.250000 Penalty: 4949.199219
	Iteration 96Q: 3 clusters Score -2700505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2700519.750000 Penalty: 4949.199219
	Iteration 97Q: 3 clusters Score -2700520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2700536.500000 Penalty: 4949.199219
	Iteration 98Q: 3 clusters Score -2700536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2700548.500000 Penalty: 4949.199219
	Iteration 99Q: 3 clusters Score -2700548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2700551.250000 Penalty: 4949.199219
	Iteration 100F: 3 clusters Score -2700551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2700555.750000 Penalty: 4949.199219
	Iteration 101Q: 3 clusters Score -2700556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2700557.250000 Penalty: 4949.199219
	Iteration 102Q: 3 clusters Score -2700557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2700561.000000 Penalty: 4949.199219
	Iteration 103Q: 3 clusters Score -2700561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2700565.500000 Penalty: 4949.199219
	Iteration 104Q: 3 clusters Score -2700566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2700567.000000 Penalty: 4949.199219
	Iteration 105Q: 3 clusters Score -2700567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2700569.500000 Penalty: 4949.199219
	Iteration 106Q: 3 clusters Score -2700570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2700579.250000 Penalty: 4949.199219
	Iteration 107Q: 3 clusters Score -2700579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2700583.000000 Penalty: 4949.199219
	Iteration 108Q: 3 clusters Score -2700583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2700582.000000 Penalty: 4949.199219
	Iteration 109Q: 3 clusters Score -2700582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2700586.500000 Penalty: 4949.199219
	Iteration 110Q: 3 clusters Score -2700586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2700587.000000 Penalty: 4949.199219
	Iteration 111Q: 3 clusters Score -2700587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2700586.750000 Penalty: 4949.199219
	Iteration 112Q: 3 clusters Score -2700587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2700588.000000 Penalty: 4949.199219
	Iteration 113Q: 3 clusters Score -2700588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2700588.000000 Penalty: 4949.199219
	Iteration 114F: 3 clusters Score -2700588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Entering Unmasked Estep 
Score: -2748345.500000 Penalty: 2459.659668
	Iteration 0F: 2 clusters Score -2748346 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 10107 members 
Entering Unmasked Estep 
Score: -2734098.000000 Penalty: 4919.319336
	Iteration 0F: 3 clusters Score -2734098 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2738739.000000 Penalty: 4919.319336
	Iteration 1F: 3 clusters Score -2738739 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2739083.250000 Penalty: 4919.319336
	Iteration 2Q: 3 clusters Score -2739083 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2739374.500000 Penalty: 4919.319336
	Iteration 3Q: 3 clusters Score -2739374 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2739591.750000 Penalty: 4919.319336
	Iteration 4Q: 3 clusters Score -2739592 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2739784.250000 Penalty: 4919.319336
	Iteration 5Q: 3 clusters Score -2739784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2740014.000000 Penalty: 4919.319336
	Iteration 6Q: 3 clusters Score -2740014 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2740308.750000 Penalty: 4919.319336
	Iteration 7Q: 3 clusters Score -2740309 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2740712.750000 Penalty: 4919.319336
	Iteration 8Q: 3 clusters Score -2740713 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2741304.250000 Penalty: 4919.319336
	Iteration 9F: 3 clusters Score -2741304 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2742140.500000 Penalty: 4919.319336
	Iteration 10F: 3 clusters Score -2742140 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2743133.750000 Penalty: 4919.319336
	Iteration 11F: 3 clusters Score -2743134 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2744187.750000 Penalty: 4919.319336
	Iteration 12F: 3 clusters Score -2744188 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2745038.250000 Penalty: 4919.319336
	Iteration 13Q: 3 clusters Score -2745038 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2745589.000000 Penalty: 4919.319336
	Iteration 14Q: 3 clusters Score -2745589 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2745860.750000 Penalty: 4919.319336
	Iteration 15Q: 3 clusters Score -2745861 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2745986.750000 Penalty: 4919.319336
	Iteration 16Q: 3 clusters Score -2745987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2746054.250000 Penalty: 4919.319336
	Iteration 17Q: 3 clusters Score -2746054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2746102.750000 Penalty: 4919.319336
	Iteration 18Q: 3 clusters Score -2746103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2746147.750000 Penalty: 4919.319336
	Iteration 19Q: 3 clusters Score -2746148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2746170.000000 Penalty: 4919.319336
	Iteration 20F: 3 clusters Score -2746170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2746195.500000 Penalty: 4919.319336
	Iteration 21Q: 3 clusters Score -2746196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2746212.250000 Penalty: 4919.319336
	Iteration 22Q: 3 clusters Score -2746212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2746224.750000 Penalty: 4919.319336
	Iteration 23Q: 3 clusters Score -2746225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2746237.000000 Penalty: 4919.319336
	Iteration 24Q: 3 clusters Score -2746237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2746238.500000 Penalty: 4919.319336
	Iteration 25Q: 3 clusters Score -2746238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2746246.000000 Penalty: 4919.319336
	Iteration 26Q: 3 clusters Score -2746246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2746246.000000 Penalty: 4919.319336
	Iteration 27F: 3 clusters Score -2746246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -108933.367188 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -108933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -107140.242188 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -107140.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107429.203125 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -107429.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107541.492188 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -107541.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107613.101562 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -107613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107643.281250 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -107643.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107663.031250 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -107663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107677.984375 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -107678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107689.585938 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -107689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107698.562500 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -107698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107702.679688 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -107702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107709.265625 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -107709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107718.796875 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -107718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107724.843750 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -107724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -107730.953125 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -107731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -107734.523438 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -107734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107738.070312 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -107738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107738.867188 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -107738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107739.789062 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -107739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107743.015625 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -107743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107747.304688 Penalty: 3352.014893
	Iteration 19Q: 3 clusters Score -107747.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107753.976562 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -107754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107762.242188 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -107762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107770.507812 Penalty: 3352.014893
	Iteration 22Q: 3 clusters Score -107770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -107789.156250 Penalty: 3352.014893
	Iteration 23Q: 3 clusters Score -107789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107803.156250 Penalty: 3352.014893
	Iteration 24Q: 3 clusters Score -107803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -107812.414062 Penalty: 3352.014893
	Iteration 25Q: 3 clusters Score -107812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107817.523438 Penalty: 3352.014893
	Iteration 26Q: 3 clusters Score -107817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107831.562500 Penalty: 3352.014893
	Iteration 27Q: 3 clusters Score -107831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107840.812500 Penalty: 3352.014893
	Iteration 28Q: 3 clusters Score -107840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -107863.820312 Penalty: 3352.014893
	Iteration 29Q: 3 clusters Score -107863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -107891.609375 Penalty: 3352.014893
	Iteration 30Q: 3 clusters Score -107891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107913.570312 Penalty: 3352.014893
	Iteration 31Q: 3 clusters Score -107913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107923.679688 Penalty: 3352.014893
	Iteration 32Q: 3 clusters Score -107923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107940.039062 Penalty: 3352.014893
	Iteration 33Q: 3 clusters Score -107940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107992.703125 Penalty: 3352.014893
	Iteration 34Q: 3 clusters Score -107992.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -108047.601562 Penalty: 3352.014893
	Iteration 35Q: 3 clusters Score -108047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -108092.148438 Penalty: 3352.014893
	Iteration 36Q: 3 clusters Score -108092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108136.492188 Penalty: 3352.014893
	Iteration 37Q: 3 clusters Score -108136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108167.250000 Penalty: 3352.014893
	Iteration 38Q: 3 clusters Score -108167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -108194.765625 Penalty: 3352.014893
	Iteration 39Q: 3 clusters Score -108194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108227.187500 Penalty: 3352.014893
	Iteration 40F: 3 clusters Score -108227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108244.750000 Penalty: 3352.014893
	Iteration 41Q: 3 clusters Score -108244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108254.210938 Penalty: 3352.014893
	Iteration 42Q: 3 clusters Score -108254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108256.382812 Penalty: 3352.014893
	Iteration 43Q: 3 clusters Score -108256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108256.382812 Penalty: 3352.014893
	Iteration 44F: 3 clusters Score -108256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Entering Unmasked Estep 
Score: -2125960.500000 Penalty: 2403.913086
	Iteration 0F: 2 clusters Score -2125960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2114216.750000 Penalty: 4807.826172
	Iteration 0F: 3 clusters Score -2114217 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2118130.000000 Penalty: 4807.826172
	Iteration 1F: 3 clusters Score -2118130 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2118647.250000 Penalty: 4807.826172
	Iteration 2F: 3 clusters Score -2118647 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2119155.500000 Penalty: 4807.826172
	Iteration 3F: 3 clusters Score -2119156 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2119764.500000 Penalty: 4807.826172
	Iteration 4F: 3 clusters Score -2119764 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2120532.000000 Penalty: 4807.826172
	Iteration 5F: 3 clusters Score -2120532 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2121651.500000 Penalty: 4807.826172
	Iteration 6F: 3 clusters Score -2121652 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2122943.000000 Penalty: 4807.826172
	Iteration 7F: 3 clusters Score -2122943 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2124095.500000 Penalty: 4807.826172
	Iteration 8F: 3 clusters Score -2124096 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2124928.750000 Penalty: 4807.826172
	Iteration 9F: 3 clusters Score -2124929 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2125420.500000 Penalty: 4807.826172
	Iteration 10Q: 3 clusters Score -2125420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2125679.000000 Penalty: 4807.826172
	Iteration 11Q: 3 clusters Score -2125679 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2125862.750000 Penalty: 4807.826172
	Iteration 12Q: 3 clusters Score -2125863 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2125932.750000 Penalty: 4807.826172
	Iteration 13Q: 3 clusters Score -2125933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2125973.500000 Penalty: 4807.826172
	Iteration 14Q: 3 clusters Score -2125974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2125976.250000 Penalty: 4807.826172
	Iteration 15Q: 3 clusters Score -2125976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2125984.250000 Penalty: 4807.826172
	Iteration 16Q: 3 clusters Score -2125984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2125993.000000 Penalty: 4807.826172
	Iteration 17Q: 3 clusters Score -2125993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2125998.250000 Penalty: 4807.826172
	Iteration 18Q: 3 clusters Score -2125998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2126001.750000 Penalty: 4807.826172
	Iteration 19Q: 3 clusters Score -2126002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2126006.000000 Penalty: 4807.826172
	Iteration 20F: 3 clusters Score -2126006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2126004.250000 Penalty: 4807.826172
	Iteration 21Q: 3 clusters Score -2126004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2126005.250000 Penalty: 4807.826172
	Iteration 22Q: 3 clusters Score -2126005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2126000.750000 Penalty: 4807.826172
	Iteration 23Q: 3 clusters Score -2126001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2126001.500000 Penalty: 4807.826172
	Iteration 24Q: 3 clusters Score -2126002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2126008.000000 Penalty: 4807.826172
	Iteration 25Q: 3 clusters Score -2126008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2126009.500000 Penalty: 4807.826172
	Iteration 26Q: 3 clusters Score -2126010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2126007.500000 Penalty: 4807.826172
	Iteration 27Q: 3 clusters Score -2126008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2126007.750000 Penalty: 4807.826172
	Iteration 28Q: 3 clusters Score -2126008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2126008.250000 Penalty: 4807.826172
	Iteration 29Q: 3 clusters Score -2126008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2126005.750000 Penalty: 4807.826172
	Iteration 30Q: 3 clusters Score -2126006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2126005.750000 Penalty: 4807.826172
	Iteration 31F: 3 clusters Score -2126006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226377 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 131839 members 
Mstep: Class 4 contains 119511 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 233990 members 
Mstep: Class 7 contains 156535 members 
Mstep: Class 8 contains 30217 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15064 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 43249 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 108137 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 114437 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 21552 members 
Mstep: Class 24 contains 20292 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11219 members 
Mstep: Class 27 contains 17553 members 
Mstep: Class 28 contains 5977 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25923 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 4988 members 
Entering Unmasked Estep 
Score: -181100912.000000 Penalty: 112337.296875
Splitting cluster 26 changes total score from -181101776.000000 to -181100912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -2303057.500000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -2303058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2290674.750000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -2290675 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2294749.250000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -2294749 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2295413.500000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -2295414 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2296335.750000 Penalty: 4847.397949
	Iteration 3F: 3 clusters Score -2296336 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2297531.250000 Penalty: 4847.397949
	Iteration 4F: 3 clusters Score -2297531 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2298887.500000 Penalty: 4847.397949
	Iteration 5F: 3 clusters Score -2298888 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2300116.750000 Penalty: 4847.397949
	Iteration 6F: 3 clusters Score -2300117 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2301085.000000 Penalty: 4847.397949
	Iteration 7F: 3 clusters Score -2301085 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2301692.250000 Penalty: 4847.397949
	Iteration 8Q: 3 clusters Score -2301692 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2301942.250000 Penalty: 4847.397949
	Iteration 9Q: 3 clusters Score -2301942 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2302050.250000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -2302050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2302111.250000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -2302111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2302144.250000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -2302144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2302164.000000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -2302164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2302176.250000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -2302176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2302182.250000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -2302182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2302189.750000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -2302190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2302206.000000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -2302206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2302210.250000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -2302210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2302213.500000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -2302214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2302223.750000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -2302224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2302226.750000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -2302227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2302235.250000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -2302235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2302231.500000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -2302232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2302233.750000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -2302234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2302241.000000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -2302241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2302243.000000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -2302243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2302242.000000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -2302242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2302244.250000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -2302244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2302250.000000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -2302250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2302256.250000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -2302256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2302261.000000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -2302261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2302262.500000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -2302262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2302264.500000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -2302264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2302266.250000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -2302266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2302265.000000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -2302265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2302265.250000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -2302265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2302268.750000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -2302269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2302278.750000 Penalty: 4847.397949
	Iteration 38Q: 3 clusters Score -2302279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2302283.750000 Penalty: 4847.397949
	Iteration 39Q: 3 clusters Score -2302284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2302281.250000 Penalty: 4847.397949
	Iteration 40F: 3 clusters Score -2302281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2302285.000000 Penalty: 4847.397949
	Iteration 41Q: 3 clusters Score -2302285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2302286.000000 Penalty: 4847.397949
	Iteration 42Q: 3 clusters Score -2302286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2302286.000000 Penalty: 4847.397949
	Iteration 43Q: 3 clusters Score -2302286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2302293.250000 Penalty: 4847.397949
	Iteration 44Q: 3 clusters Score -2302293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2302291.250000 Penalty: 4847.397949
	Iteration 45Q: 3 clusters Score -2302291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2302298.250000 Penalty: 4847.397949
	Iteration 46Q: 3 clusters Score -2302298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2302300.250000 Penalty: 4847.397949
	Iteration 47Q: 3 clusters Score -2302300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2302300.750000 Penalty: 4847.397949
	Iteration 48Q: 3 clusters Score -2302301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2302305.250000 Penalty: 4847.397949
	Iteration 49Q: 3 clusters Score -2302305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2302303.000000 Penalty: 4847.397949
	Iteration 50Q: 3 clusters Score -2302303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2302304.750000 Penalty: 4847.397949
	Iteration 51Q: 3 clusters Score -2302305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2302303.250000 Penalty: 4847.397949
	Iteration 52Q: 3 clusters Score -2302303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2302302.250000 Penalty: 4847.397949
	Iteration 53Q: 3 clusters Score -2302302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2302305.000000 Penalty: 4847.397949
	Iteration 54Q: 3 clusters Score -2302305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2302308.250000 Penalty: 4847.397949
	Iteration 55Q: 3 clusters Score -2302308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2302309.250000 Penalty: 4847.397949
	Iteration 56Q: 3 clusters Score -2302309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2302310.000000 Penalty: 4847.397949
	Iteration 57Q: 3 clusters Score -2302310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2302310.750000 Penalty: 4847.397949
	Iteration 58Q: 3 clusters Score -2302311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2302310.750000 Penalty: 4847.397949
	Iteration 59F: 3 clusters Score -2302311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -731943.312500 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -731943.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -726852.312500 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -726852.3 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -728273.250000 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -728273.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -728520.312500 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -728520.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -728685.500000 Penalty: 4313.054199
	Iteration 3Q: 3 clusters Score -728685.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -728797.125000 Penalty: 4313.054199
	Iteration 4Q: 3 clusters Score -728797.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -728873.687500 Penalty: 4313.054199
	Iteration 5Q: 3 clusters Score -728873.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -728943.437500 Penalty: 4313.054199
	Iteration 6Q: 3 clusters Score -728943.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -729006.562500 Penalty: 4313.054199
	Iteration 7Q: 3 clusters Score -729006.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -729056.000000 Penalty: 4313.054199
	Iteration 8Q: 3 clusters Score -729056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -729096.875000 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -729096.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -729136.000000 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -729136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -729175.250000 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -729175.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -729215.062500 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -729215.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -729246.812500 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -729246.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -729277.125000 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -729277.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -729303.187500 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -729303.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -729324.812500 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -729324.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -729343.250000 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -729343.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -729363.125000 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -729363.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -729378.875000 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -729378.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -729392.375000 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -729392.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -729404.437500 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -729404.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -729422.187500 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -729422.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -729442.125000 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -729442.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -729465.562500 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -729465.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -729501.437500 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -729501.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -729530.625000 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -729530.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -729565.875000 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -729565.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -729623.625000 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -729623.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -729676.187500 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -729676.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -729737.875000 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -729737.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -729810.062500 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -729810.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -729876.062500 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -729876.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -729937.000000 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -729937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -729986.187500 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -729986.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -730027.625000 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -730027.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -730067.812500 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -730067.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -730098.875000 Penalty: 4313.054199
	Iteration 37Q: 3 clusters Score -730098.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -730121.375000 Penalty: 4313.054199
	Iteration 38Q: 3 clusters Score -730121.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -730132.625000 Penalty: 4313.054199
	Iteration 39Q: 3 clusters Score -730132.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -730143.125000 Penalty: 4313.054199
	Iteration 40F: 3 clusters Score -730143.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -730156.312500 Penalty: 4313.054199
	Iteration 41Q: 3 clusters Score -730156.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -730172.500000 Penalty: 4313.054199
	Iteration 42Q: 3 clusters Score -730172.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -730181.437500 Penalty: 4313.054199
	Iteration 43Q: 3 clusters Score -730181.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -730190.187500 Penalty: 4313.054199
	Iteration 44Q: 3 clusters Score -730190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -730198.750000 Penalty: 4313.054199
	Iteration 45Q: 3 clusters Score -730198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -730207.500000 Penalty: 4313.054199
	Iteration 46Q: 3 clusters Score -730207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -730215.687500 Penalty: 4313.054199
	Iteration 47Q: 3 clusters Score -730215.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -730223.187500 Penalty: 4313.054199
	Iteration 48Q: 3 clusters Score -730223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -730230.187500 Penalty: 4313.054199
	Iteration 49Q: 3 clusters Score -730230.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -730237.312500 Penalty: 4313.054199
	Iteration 50Q: 3 clusters Score -730237.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -730246.500000 Penalty: 4313.054199
	Iteration 51Q: 3 clusters Score -730246.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -730252.625000 Penalty: 4313.054199
	Iteration 52Q: 3 clusters Score -730252.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -730257.625000 Penalty: 4313.054199
	Iteration 53Q: 3 clusters Score -730257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -730261.437500 Penalty: 4313.054199
	Iteration 54Q: 3 clusters Score -730261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -730265.687500 Penalty: 4313.054199
	Iteration 55Q: 3 clusters Score -730265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -730270.562500 Penalty: 4313.054199
	Iteration 56Q: 3 clusters Score -730270.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -730276.937500 Penalty: 4313.054199
	Iteration 57Q: 3 clusters Score -730276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -730283.625000 Penalty: 4313.054199
	Iteration 58Q: 3 clusters Score -730283.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -730287.250000 Penalty: 4313.054199
	Iteration 59Q: 3 clusters Score -730287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -730296.437500 Penalty: 4313.054199
	Iteration 60F: 3 clusters Score -730296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -730302.312500 Penalty: 4313.054199
	Iteration 61Q: 3 clusters Score -730302.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -730311.375000 Penalty: 4313.054199
	Iteration 62Q: 3 clusters Score -730311.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -730315.875000 Penalty: 4313.054199
	Iteration 63Q: 3 clusters Score -730315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -730318.437500 Penalty: 4313.054199
	Iteration 64Q: 3 clusters Score -730318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -730320.250000 Penalty: 4313.054199
	Iteration 65Q: 3 clusters Score -730320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -730321.125000 Penalty: 4313.054199
	Iteration 66Q: 3 clusters Score -730321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -730319.125000 Penalty: 4313.054199
	Iteration 67Q: 3 clusters Score -730319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -730321.250000 Penalty: 4313.054199
	Iteration 68Q: 3 clusters Score -730321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -730320.687500 Penalty: 4313.054199
	Iteration 69Q: 3 clusters Score -730320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -730321.250000 Penalty: 4313.054199
	Iteration 70Q: 3 clusters Score -730321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -730322.312500 Penalty: 4313.054199
	Iteration 71Q: 3 clusters Score -730322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -730324.312500 Penalty: 4313.054199
	Iteration 72Q: 3 clusters Score -730324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -730325.062500 Penalty: 4313.054199
	Iteration 73Q: 3 clusters Score -730325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -730327.312500 Penalty: 4313.054199
	Iteration 74Q: 3 clusters Score -730327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -730327.312500 Penalty: 4313.054199
	Iteration 75F: 3 clusters Score -730327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -953068.937500 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -953068.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -947159.875000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -947159.9 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -948759.000000 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -948759 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -949194.312500 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -949194.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -949634.437500 Penalty: 4406.285645
	Iteration 3F: 3 clusters Score -949634.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -950058.250000 Penalty: 4406.285645
	Iteration 4F: 3 clusters Score -950058.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -950410.437500 Penalty: 4406.285645
	Iteration 5F: 3 clusters Score -950410.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -950664.625000 Penalty: 4406.285645
	Iteration 6Q: 3 clusters Score -950664.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -950816.750000 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -950816.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -950917.875000 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -950917.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -950985.250000 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -950985.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -951033.500000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -951033.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -951053.000000 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -951053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -951066.625000 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -951066.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -951078.125000 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -951078.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -951082.000000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -951082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -951083.187500 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -951083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -951088.562500 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -951088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -951087.750000 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -951087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -951089.562500 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -951089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -951090.687500 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -951090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -951091.312500 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -951091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -951093.312500 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -951093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -951092.625000 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -951092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -951092.625000 Penalty: 4406.285645
	Iteration 23F: 3 clusters Score -951092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Entering Unmasked Estep 
Score: -3456995.250000 Penalty: 2520.395752
	Iteration 0F: 2 clusters Score -3456995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3439129.000000 Penalty: 5040.791504
	Iteration 0F: 3 clusters Score -3439129 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3445549.750000 Penalty: 5040.791504
	Iteration 1F: 3 clusters Score -3445550 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3446201.500000 Penalty: 5040.791504
	Iteration 2F: 3 clusters Score -3446202 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3446944.250000 Penalty: 5040.791504
	Iteration 3F: 3 clusters Score -3446944 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3447881.000000 Penalty: 5040.791504
	Iteration 4F: 3 clusters Score -3447881 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3449050.500000 Penalty: 5040.791504
	Iteration 5F: 3 clusters Score -3449050 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3450292.500000 Penalty: 5040.791504
	Iteration 6F: 3 clusters Score -3450292 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3451503.500000 Penalty: 5040.791504
	Iteration 7F: 3 clusters Score -3451504 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3452530.500000 Penalty: 5040.791504
	Iteration 8F: 3 clusters Score -3452530 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3453272.500000 Penalty: 5040.791504
	Iteration 9Q: 3 clusters Score -3453272 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3453800.750000 Penalty: 5040.791504
	Iteration 10Q: 3 clusters Score -3453801 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3454163.750000 Penalty: 5040.791504
	Iteration 11Q: 3 clusters Score -3454164 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3454371.500000 Penalty: 5040.791504
	Iteration 12Q: 3 clusters Score -3454372 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3454529.000000 Penalty: 5040.791504
	Iteration 13Q: 3 clusters Score -3454529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3454640.750000 Penalty: 5040.791504
	Iteration 14Q: 3 clusters Score -3454641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3454709.500000 Penalty: 5040.791504
	Iteration 15Q: 3 clusters Score -3454710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3454741.250000 Penalty: 5040.791504
	Iteration 16Q: 3 clusters Score -3454741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3454773.750000 Penalty: 5040.791504
	Iteration 17Q: 3 clusters Score -3454774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3454801.750000 Penalty: 5040.791504
	Iteration 18Q: 3 clusters Score -3454802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3454822.500000 Penalty: 5040.791504
	Iteration 19Q: 3 clusters Score -3454822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3454843.250000 Penalty: 5040.791504
	Iteration 20F: 3 clusters Score -3454843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3454846.000000 Penalty: 5040.791504
	Iteration 21Q: 3 clusters Score -3454846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3454850.750000 Penalty: 5040.791504
	Iteration 22Q: 3 clusters Score -3454851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3454850.500000 Penalty: 5040.791504
	Iteration 23Q: 3 clusters Score -3454850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3454851.500000 Penalty: 5040.791504
	Iteration 24Q: 3 clusters Score -3454852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3454853.000000 Penalty: 5040.791504
	Iteration 25Q: 3 clusters Score -3454853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3454851.500000 Penalty: 5040.791504
	Iteration 26Q: 3 clusters Score -3454852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3454857.500000 Penalty: 5040.791504
	Iteration 27Q: 3 clusters Score -3454858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3454857.000000 Penalty: 5040.791504
	Iteration 28Q: 3 clusters Score -3454857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3454861.000000 Penalty: 5040.791504
	Iteration 29Q: 3 clusters Score -3454861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3454864.000000 Penalty: 5040.791504
	Iteration 30Q: 3 clusters Score -3454864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3454867.250000 Penalty: 5040.791504
	Iteration 31Q: 3 clusters Score -3454867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3454867.500000 Penalty: 5040.791504
	Iteration 32Q: 3 clusters Score -3454868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3454867.500000 Penalty: 5040.791504
	Iteration 33F: 3 clusters Score -3454868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -55889.664062 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -55889.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54440.503906 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -54440.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54616.285156 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -54616.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54668.472656 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -54668.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54696.136719 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -54696.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54703.328125 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -54703.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54706.671875 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -54706.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54706.671875 Penalty: 3041.088379
	Iteration 6F: 3 clusters Score -54706.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226377 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 131839 members 
Mstep: Class 4 contains 119511 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 233990 members 
Mstep: Class 7 contains 156535 members 
Mstep: Class 8 contains 30217 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 15064 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 43249 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 108137 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 114437 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 21552 members 
Mstep: Class 24 contains 20292 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 17553 members 
Mstep: Class 28 contains 5977 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25923 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102064.000000 Penalty: 108826.757812
Iteration 119Q: 32 clusters Score -1.811021e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226359 members 
Mstep: Class 2 contains 19503 members 
Mstep: Class 3 contains 131828 members 
Mstep: Class 4 contains 119545 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 233946 members 
Mstep: Class 7 contains 156520 members 
Mstep: Class 8 contains 30203 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 108129 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 13144 members 
Mstep: Class 21 contains 114430 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 21532 members 
Mstep: Class 24 contains 20302 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 17572 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 25996 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102496.000000 Penalty: 108826.757812
Iteration 120F: 32 clusters Score -1.811025e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226358 members 
Mstep: Class 2 contains 19510 members 
Mstep: Class 3 contains 131822 members 
Mstep: Class 4 contains 119577 members 
Mstep: Class 5 contains 12941 members 
Mstep: Class 6 contains 233908 members 
Mstep: Class 7 contains 156489 members 
Mstep: Class 8 contains 30181 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15066 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43456 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13886 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 108119 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 21 contains 114416 members 
Mstep: Class 22 contains 10666 members 
Mstep: Class 23 contains 21527 members 
Mstep: Class 24 contains 20315 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16209 members 
Mstep: Class 27 contains 17589 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 7213 members 
Mstep: Class 30 contains 26076 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102464.000000 Penalty: 108826.757812
Iteration 121Q: 32 clusters Score -1.811025e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226328 members 
Mstep: Class 2 contains 19504 members 
Mstep: Class 3 contains 131821 members 
Mstep: Class 4 contains 119624 members 
Mstep: Class 5 contains 12881 members 
Mstep: Class 6 contains 233889 members 
Mstep: Class 7 contains 156446 members 
Mstep: Class 8 contains 30166 members 
Mstep: Class 9 contains 8033 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15068 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43534 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13887 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 108122 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 13128 members 
Mstep: Class 21 contains 114413 members 
Mstep: Class 22 contains 10650 members 
Mstep: Class 23 contains 21519 members 
Mstep: Class 24 contains 20319 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16210 members 
Mstep: Class 27 contains 17605 members 
Mstep: Class 28 contains 5976 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 26165 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102768.000000 Penalty: 108826.757812
Iteration 122Q: 32 clusters Score -1.811028e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226304 members 
Mstep: Class 2 contains 19503 members 
Mstep: Class 3 contains 131819 members 
Mstep: Class 4 contains 119657 members 
Mstep: Class 5 contains 12816 members 
Mstep: Class 6 contains 233858 members 
Mstep: Class 7 contains 156413 members 
Mstep: Class 8 contains 30159 members 
Mstep: Class 9 contains 8030 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 15069 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43591 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 13886 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 108123 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 13129 members 
Mstep: Class 21 contains 114408 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 21512 members 
Mstep: Class 24 contains 20324 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16210 members 
Mstep: Class 27 contains 17622 members 
Mstep: Class 28 contains 5969 members 
Mstep: Class 29 contains 7216 members 
Mstep: Class 30 contains 26271 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102624.000000 Penalty: 108826.757812
Iteration 123Q: 32 clusters Score -1.811026e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226301 members 
Mstep: Class 2 contains 19504 members 
Mstep: Class 3 contains 131817 members 
Mstep: Class 4 contains 119687 members 
Mstep: Class 5 contains 12751 members 
Mstep: Class 6 contains 233806 members 
Mstep: Class 7 contains 156373 members 
Mstep: Class 8 contains 30146 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43643 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 108113 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 13126 members 
Mstep: Class 21 contains 114399 members 
Mstep: Class 22 contains 10628 members 
Mstep: Class 23 contains 21508 members 
Mstep: Class 24 contains 20326 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16211 members 
Mstep: Class 27 contains 17650 members 
Mstep: Class 28 contains 5968 members 
Mstep: Class 29 contains 7217 members 
Mstep: Class 30 contains 26400 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181102880.000000 Penalty: 108826.757812
Iteration 124Q: 32 clusters Score -1.811029e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226298 members 
Mstep: Class 2 contains 19501 members 
Mstep: Class 3 contains 131813 members 
Mstep: Class 4 contains 119716 members 
Mstep: Class 5 contains 12655 members 
Mstep: Class 6 contains 233756 members 
Mstep: Class 7 contains 156348 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 8018 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43686 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 5248 members 
Mstep: Class 18 contains 108110 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 13126 members 
Mstep: Class 21 contains 114402 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 21501 members 
Mstep: Class 24 contains 20325 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16211 members 
Mstep: Class 27 contains 17673 members 
Mstep: Class 28 contains 5964 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 26546 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103088.000000 Penalty: 108826.757812
Iteration 125Q: 32 clusters Score -1.811031e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226309 members 
Mstep: Class 2 contains 19503 members 
Mstep: Class 3 contains 131806 members 
Mstep: Class 4 contains 119734 members 
Mstep: Class 5 contains 12589 members 
Mstep: Class 6 contains 233701 members 
Mstep: Class 7 contains 156300 members 
Mstep: Class 8 contains 30126 members 
Mstep: Class 9 contains 8018 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 14 contains 8967 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 13886 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 108101 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 13120 members 
Mstep: Class 21 contains 114388 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 21490 members 
Mstep: Class 24 contains 20330 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16212 members 
Mstep: Class 27 contains 17702 members 
Mstep: Class 28 contains 5963 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 26700 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103232.000000 Penalty: 108826.757812
Iteration 126Q: 32 clusters Score -1.811032e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226306 members 
Mstep: Class 2 contains 19506 members 
Mstep: Class 3 contains 131796 members 
Mstep: Class 4 contains 119752 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 233640 members 
Mstep: Class 7 contains 156268 members 
Mstep: Class 8 contains 30121 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43753 members 
Mstep: Class 14 contains 8968 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 108083 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 114392 members 
Mstep: Class 22 contains 10579 members 
Mstep: Class 23 contains 21486 members 
Mstep: Class 24 contains 20337 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16213 members 
Mstep: Class 27 contains 17730 members 
Mstep: Class 28 contains 5960 members 
Mstep: Class 29 contains 7220 members 
Mstep: Class 30 contains 26870 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103552.000000 Penalty: 108826.757812
Iteration 127Q: 32 clusters Score -1.811036e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226296 members 
Mstep: Class 2 contains 19505 members 
Mstep: Class 3 contains 131796 members 
Mstep: Class 4 contains 119781 members 
Mstep: Class 5 contains 12395 members 
Mstep: Class 6 contains 233568 members 
Mstep: Class 7 contains 156228 members 
Mstep: Class 8 contains 30114 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43788 members 
Mstep: Class 14 contains 8968 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 108059 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13116 members 
Mstep: Class 21 contains 114397 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 21488 members 
Mstep: Class 24 contains 20345 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16213 members 
Mstep: Class 27 contains 17759 members 
Mstep: Class 28 contains 5962 members 
Mstep: Class 29 contains 7220 members 
Mstep: Class 30 contains 27036 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181103776.000000 Penalty: 108826.757812
Iteration 128Q: 32 clusters Score -1.811038e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226282 members 
Mstep: Class 2 contains 19507 members 
Mstep: Class 3 contains 131794 members 
Mstep: Class 4 contains 119816 members 
Mstep: Class 5 contains 12300 members 
Mstep: Class 6 contains 233465 members 
Mstep: Class 7 contains 156187 members 
Mstep: Class 8 contains 30102 members 
Mstep: Class 9 contains 8022 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43829 members 
Mstep: Class 14 contains 8968 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 13877 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 108052 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 114407 members 
Mstep: Class 22 contains 10558 members 
Mstep: Class 23 contains 21480 members 
Mstep: Class 24 contains 20349 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16214 members 
Mstep: Class 27 contains 17789 members 
Mstep: Class 28 contains 5960 members 
Mstep: Class 29 contains 7220 members 
Mstep: Class 30 contains 27223 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104304.000000 Penalty: 108826.757812
Iteration 129Q: 32 clusters Score -1.811043e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226278 members 
Mstep: Class 2 contains 19513 members 
Mstep: Class 3 contains 131784 members 
Mstep: Class 4 contains 119837 members 
Mstep: Class 5 contains 12223 members 
Mstep: Class 6 contains 233390 members 
Mstep: Class 7 contains 156135 members 
Mstep: Class 8 contains 30084 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43854 members 
Mstep: Class 14 contains 8969 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 13876 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 108033 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 114414 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 21483 members 
Mstep: Class 24 contains 20358 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16213 members 
Mstep: Class 27 contains 17813 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 27393 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104496.000000 Penalty: 108826.757812
Iteration 130Q: 32 clusters Score -1.811045e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226263 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 131774 members 
Mstep: Class 4 contains 119864 members 
Mstep: Class 5 contains 12146 members 
Mstep: Class 6 contains 233334 members 
Mstep: Class 7 contains 156118 members 
Mstep: Class 8 contains 30064 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43878 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 13875 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 108032 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114431 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 21480 members 
Mstep: Class 24 contains 20366 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16214 members 
Mstep: Class 27 contains 17835 members 
Mstep: Class 28 contains 5959 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 27525 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104752.000000 Penalty: 108826.757812
Iteration 131Q: 32 clusters Score -1.811048e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226265 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 131771 members 
Mstep: Class 4 contains 119881 members 
Mstep: Class 5 contains 12097 members 
Mstep: Class 6 contains 233269 members 
Mstep: Class 7 contains 156102 members 
Mstep: Class 8 contains 30036 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43903 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 13877 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 108018 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 114453 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 21475 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16217 members 
Mstep: Class 27 contains 17855 members 
Mstep: Class 28 contains 5954 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 27644 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104976.000000 Penalty: 108826.757812
Iteration 132Q: 32 clusters Score -1.81105e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226247 members 
Mstep: Class 2 contains 19523 members 
Mstep: Class 3 contains 131763 members 
Mstep: Class 4 contains 119915 members 
Mstep: Class 5 contains 12066 members 
Mstep: Class 6 contains 233227 members 
Mstep: Class 7 contains 156099 members 
Mstep: Class 8 contains 30003 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43927 members 
Mstep: Class 14 contains 8972 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 13876 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 107988 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 114474 members 
Mstep: Class 22 contains 10522 members 
Mstep: Class 23 contains 21466 members 
Mstep: Class 24 contains 20366 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 17880 members 
Mstep: Class 28 contains 5950 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 27732 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181104976.000000 Penalty: 108826.757812
Iteration 133Q: 32 clusters Score -1.81105e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226228 members 
Mstep: Class 2 contains 19527 members 
Mstep: Class 3 contains 131750 members 
Mstep: Class 4 contains 119954 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 233171 members 
Mstep: Class 7 contains 156094 members 
Mstep: Class 8 contains 29980 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43943 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4622 members 
Mstep: Class 16 contains 13878 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 107987 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 21 contains 114485 members 
Mstep: Class 22 contains 10517 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 20370 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 17900 members 
Mstep: Class 28 contains 5946 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 27824 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105056.000000 Penalty: 108826.757812
Iteration 134Q: 32 clusters Score -1.811051e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226217 members 
Mstep: Class 2 contains 19536 members 
Mstep: Class 3 contains 131728 members 
Mstep: Class 4 contains 119999 members 
Mstep: Class 5 contains 11986 members 
Mstep: Class 6 contains 233138 members 
Mstep: Class 7 contains 156084 members 
Mstep: Class 8 contains 29962 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43946 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 16 contains 13876 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 107961 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 114497 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 21465 members 
Mstep: Class 24 contains 20374 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 17913 members 
Mstep: Class 28 contains 5943 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27875 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105264.000000 Penalty: 108826.757812
Iteration 135Q: 32 clusters Score -1.811053e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226219 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 131713 members 
Mstep: Class 4 contains 120033 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 233108 members 
Mstep: Class 7 contains 156081 members 
Mstep: Class 8 contains 29946 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43953 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 13877 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 107938 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 114512 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 21458 members 
Mstep: Class 24 contains 20380 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 17931 members 
Mstep: Class 28 contains 5940 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27907 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105280.000000 Penalty: 108826.757812
Iteration 136Q: 32 clusters Score -1.811053e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226212 members 
Mstep: Class 2 contains 19546 members 
Mstep: Class 3 contains 131703 members 
Mstep: Class 4 contains 120071 members 
Mstep: Class 5 contains 11961 members 
Mstep: Class 6 contains 233092 members 
Mstep: Class 7 contains 156082 members 
Mstep: Class 8 contains 29933 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43964 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 16 contains 13879 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 107922 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 21442 members 
Mstep: Class 24 contains 20385 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 17941 members 
Mstep: Class 28 contains 5937 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27925 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105472.000000 Penalty: 108826.757812
Iteration 137Q: 32 clusters Score -1.811055e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226205 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 131694 members 
Mstep: Class 4 contains 120097 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 233059 members 
Mstep: Class 7 contains 156077 members 
Mstep: Class 8 contains 29920 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43979 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13880 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 107915 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 114524 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 21435 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 17957 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27956 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105360.000000 Penalty: 108826.757812
Iteration 138Q: 32 clusters Score -1.811054e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226200 members 
Mstep: Class 2 contains 19552 members 
Mstep: Class 3 contains 131685 members 
Mstep: Class 4 contains 120124 members 
Mstep: Class 5 contains 11989 members 
Mstep: Class 6 contains 233021 members 
Mstep: Class 7 contains 156076 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 43989 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13880 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 107916 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 114517 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 21428 members 
Mstep: Class 24 contains 20402 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16218 members 
Mstep: Class 27 contains 17969 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27967 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105600.000000 Penalty: 108826.757812
Iteration 139Q: 32 clusters Score -1.811056e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226197 members 
Mstep: Class 2 contains 19555 members 
Mstep: Class 3 contains 131681 members 
Mstep: Class 4 contains 120153 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 233005 members 
Mstep: Class 7 contains 156062 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44005 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 107893 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 114518 members 
Mstep: Class 22 contains 10476 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 20404 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 17988 members 
Mstep: Class 28 contains 5937 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27959 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105328.000000 Penalty: 108826.757812
Iteration 140F: 32 clusters Score -1.811053e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226196 members 
Mstep: Class 2 contains 19553 members 
Mstep: Class 3 contains 131676 members 
Mstep: Class 4 contains 120175 members 
Mstep: Class 5 contains 12033 members 
Mstep: Class 6 contains 233000 members 
Mstep: Class 7 contains 156058 members 
Mstep: Class 8 contains 29887 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44007 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5143 members 
Mstep: Class 18 contains 107868 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 114508 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 20401 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 18007 members 
Mstep: Class 28 contains 5936 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27960 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105456.000000 Penalty: 108826.757812
Iteration 141Q: 32 clusters Score -1.811055e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226195 members 
Mstep: Class 2 contains 19557 members 
Mstep: Class 3 contains 131665 members 
Mstep: Class 4 contains 120198 members 
Mstep: Class 5 contains 12039 members 
Mstep: Class 6 contains 233018 members 
Mstep: Class 7 contains 156051 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44008 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 5141 members 
Mstep: Class 18 contains 107848 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13084 members 
Mstep: Class 21 contains 114509 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 21423 members 
Mstep: Class 24 contains 20404 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18020 members 
Mstep: Class 28 contains 5936 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105280.000000 Penalty: 108826.757812
Iteration 142Q: 32 clusters Score -1.811053e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226187 members 
Mstep: Class 2 contains 19557 members 
Mstep: Class 3 contains 131663 members 
Mstep: Class 4 contains 120222 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 233019 members 
Mstep: Class 7 contains 156043 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44007 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 107830 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 114514 members 
Mstep: Class 22 contains 10467 members 
Mstep: Class 23 contains 21426 members 
Mstep: Class 24 contains 20411 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18033 members 
Mstep: Class 28 contains 5934 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27940 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105424.000000 Penalty: 108826.757812
Iteration 143Q: 32 clusters Score -1.811054e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226190 members 
Mstep: Class 2 contains 19560 members 
Mstep: Class 3 contains 131658 members 
Mstep: Class 4 contains 120248 members 
Mstep: Class 5 contains 12068 members 
Mstep: Class 6 contains 233012 members 
Mstep: Class 7 contains 156035 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44010 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5138 members 
Mstep: Class 18 contains 107803 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 114514 members 
Mstep: Class 22 contains 10463 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 20417 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18052 members 
Mstep: Class 28 contains 5933 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27933 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105584.000000 Penalty: 108826.757812
Iteration 144Q: 32 clusters Score -1.811056e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226186 members 
Mstep: Class 2 contains 19561 members 
Mstep: Class 3 contains 131655 members 
Mstep: Class 4 contains 120270 members 
Mstep: Class 5 contains 12081 members 
Mstep: Class 6 contains 233017 members 
Mstep: Class 7 contains 156023 members 
Mstep: Class 8 contains 29840 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8978 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 107786 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13080 members 
Mstep: Class 21 contains 114511 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 21430 members 
Mstep: Class 24 contains 20421 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18069 members 
Mstep: Class 28 contains 5933 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27922 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105648.000000 Penalty: 108826.757812
Iteration 145Q: 32 clusters Score -1.811056e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226179 members 
Mstep: Class 2 contains 19562 members 
Mstep: Class 3 contains 131654 members 
Mstep: Class 4 contains 120298 members 
Mstep: Class 5 contains 12088 members 
Mstep: Class 6 contains 233018 members 
Mstep: Class 7 contains 156022 members 
Mstep: Class 8 contains 29835 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 107776 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 114511 members 
Mstep: Class 22 contains 10452 members 
Mstep: Class 23 contains 21422 members 
Mstep: Class 24 contains 20429 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18080 members 
Mstep: Class 28 contains 5930 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27908 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105696.000000 Penalty: 108826.757812
Iteration 146Q: 32 clusters Score -1.811057e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226168 members 
Mstep: Class 2 contains 19563 members 
Mstep: Class 3 contains 131654 members 
Mstep: Class 4 contains 120321 members 
Mstep: Class 5 contains 12099 members 
Mstep: Class 6 contains 233002 members 
Mstep: Class 7 contains 156015 members 
Mstep: Class 8 contains 29828 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 107763 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 114515 members 
Mstep: Class 22 contains 10449 members 
Mstep: Class 23 contains 21418 members 
Mstep: Class 24 contains 20433 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18097 members 
Mstep: Class 28 contains 5929 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27901 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105840.000000 Penalty: 108826.757812
Iteration 147Q: 32 clusters Score -1.811058e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226161 members 
Mstep: Class 2 contains 19566 members 
Mstep: Class 3 contains 131651 members 
Mstep: Class 4 contains 120338 members 
Mstep: Class 5 contains 12109 members 
Mstep: Class 6 contains 232989 members 
Mstep: Class 7 contains 156005 members 
Mstep: Class 8 contains 29825 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5138 members 
Mstep: Class 18 contains 107756 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 114512 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 21418 members 
Mstep: Class 24 contains 20439 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18109 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27898 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105840.000000 Penalty: 108826.757812
Iteration 148Q: 32 clusters Score -1.811058e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226159 members 
Mstep: Class 2 contains 19568 members 
Mstep: Class 3 contains 131649 members 
Mstep: Class 4 contains 120359 members 
Mstep: Class 5 contains 12117 members 
Mstep: Class 6 contains 232981 members 
Mstep: Class 7 contains 155993 members 
Mstep: Class 8 contains 29818 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44013 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5138 members 
Mstep: Class 18 contains 107734 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 114512 members 
Mstep: Class 22 contains 10449 members 
Mstep: Class 23 contains 21426 members 
Mstep: Class 24 contains 20444 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18123 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27894 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105648.000000 Penalty: 108826.757812
Iteration 149Q: 32 clusters Score -1.811056e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 19567 members 
Mstep: Class 3 contains 131650 members 
Mstep: Class 4 contains 120384 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 232981 members 
Mstep: Class 7 contains 155982 members 
Mstep: Class 8 contains 29814 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5136 members 
Mstep: Class 18 contains 107724 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114514 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 21429 members 
Mstep: Class 24 contains 20444 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18134 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27892 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106000.000000 Penalty: 108826.757812
Iteration 150Q: 32 clusters Score -1.81106e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226142 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 131650 members 
Mstep: Class 4 contains 120410 members 
Mstep: Class 5 contains 12119 members 
Mstep: Class 6 contains 232986 members 
Mstep: Class 7 contains 155972 members 
Mstep: Class 8 contains 29811 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 107703 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 114511 members 
Mstep: Class 22 contains 10445 members 
Mstep: Class 23 contains 21430 members 
Mstep: Class 24 contains 20443 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18142 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27890 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105984.000000 Penalty: 108826.757812
Iteration 151Q: 32 clusters Score -1.81106e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226140 members 
Mstep: Class 2 contains 19573 members 
Mstep: Class 3 contains 131647 members 
Mstep: Class 4 contains 120440 members 
Mstep: Class 5 contains 12122 members 
Mstep: Class 6 contains 232977 members 
Mstep: Class 7 contains 155978 members 
Mstep: Class 8 contains 29809 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 107684 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114510 members 
Mstep: Class 22 contains 10443 members 
Mstep: Class 23 contains 21429 members 
Mstep: Class 24 contains 20443 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18146 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27889 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106096.000000 Penalty: 108826.757812
Iteration 152Q: 32 clusters Score -1.811061e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 19576 members 
Mstep: Class 3 contains 131646 members 
Mstep: Class 4 contains 120458 members 
Mstep: Class 5 contains 12125 members 
Mstep: Class 6 contains 232967 members 
Mstep: Class 7 contains 155972 members 
Mstep: Class 8 contains 29807 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 107664 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114513 members 
Mstep: Class 22 contains 10443 members 
Mstep: Class 23 contains 21430 members 
Mstep: Class 24 contains 20443 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 18153 members 
Mstep: Class 28 contains 5927 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27888 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105968.000000 Penalty: 108826.757812
Iteration 153Q: 32 clusters Score -1.81106e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226146 members 
Mstep: Class 2 contains 19578 members 
Mstep: Class 3 contains 131644 members 
Mstep: Class 4 contains 120471 members 
Mstep: Class 5 contains 12131 members 
Mstep: Class 6 contains 232963 members 
Mstep: Class 7 contains 155967 members 
Mstep: Class 8 contains 29806 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 107653 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114514 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 20443 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18158 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27888 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105936.000000 Penalty: 108826.757812
Iteration 154Q: 32 clusters Score -1.811059e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 19579 members 
Mstep: Class 3 contains 131643 members 
Mstep: Class 4 contains 120484 members 
Mstep: Class 5 contains 12136 members 
Mstep: Class 6 contains 232954 members 
Mstep: Class 7 contains 155959 members 
Mstep: Class 8 contains 29806 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44016 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 107645 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114516 members 
Mstep: Class 22 contains 10441 members 
Mstep: Class 23 contains 21422 members 
Mstep: Class 24 contains 20446 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18160 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27888 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105920.000000 Penalty: 108826.757812
Iteration 155Q: 32 clusters Score -1.811059e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226152 members 
Mstep: Class 2 contains 19579 members 
Mstep: Class 3 contains 131641 members 
Mstep: Class 4 contains 120495 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232957 members 
Mstep: Class 7 contains 155951 members 
Mstep: Class 8 contains 29804 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 107629 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114516 members 
Mstep: Class 22 contains 10443 members 
Mstep: Class 23 contains 21423 members 
Mstep: Class 24 contains 20448 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18163 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27889 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106032.000000 Penalty: 108826.757812
Iteration 156Q: 32 clusters Score -1.81106e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226151 members 
Mstep: Class 2 contains 19579 members 
Mstep: Class 3 contains 131641 members 
Mstep: Class 4 contains 120515 members 
Mstep: Class 5 contains 12137 members 
Mstep: Class 6 contains 232954 members 
Mstep: Class 7 contains 155949 members 
Mstep: Class 8 contains 29802 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44016 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 107615 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114518 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 21418 members 
Mstep: Class 24 contains 20450 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27890 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105984.000000 Penalty: 108826.757812
Iteration 157Q: 32 clusters Score -1.81106e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 19580 members 
Mstep: Class 3 contains 131643 members 
Mstep: Class 4 contains 120529 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232955 members 
Mstep: Class 7 contains 155943 members 
Mstep: Class 8 contains 29801 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5130 members 
Mstep: Class 18 contains 107609 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 114517 members 
Mstep: Class 22 contains 10439 members 
Mstep: Class 23 contains 21410 members 
Mstep: Class 24 contains 20455 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27889 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105920.000000 Penalty: 108826.757812
Iteration 158Q: 32 clusters Score -1.811059e+08 nChanged 73
Entering ConstructFrom: 
Score: -181105920.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (226147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226147 members 
Entering Unmasked Estep 
Score: -30295962.000000 Penalty: 3057.577148
	Iteration 0F: 2 clusters Score -3.029596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112982 members 
Mstep: Class 2 contains 113165 members 
Entering Unmasked Estep 
Score: -30175216.000000 Penalty: 6115.154297
	Iteration 0F: 3 clusters Score -3.017522e+07 nChanged 109325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
Score: -30240364.000000 Penalty: 6115.154297
	Iteration 1F: 3 clusters Score -3.024036e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -30241530.000000 Penalty: 6115.154297
	Iteration 2Q: 3 clusters Score -3.024153e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -30242542.000000 Penalty: 6115.154297
	Iteration 3Q: 3 clusters Score -3.024254e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -30244178.000000 Penalty: 6115.154297
	Iteration 4Q: 3 clusters Score -3.024418e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 131246 members 
Entering Unmasked Estep 
Score: -30246730.000000 Penalty: 6115.154297
	Iteration 5Q: 3 clusters Score -3.024673e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -30250322.000000 Penalty: 6115.154297
	Iteration 6Q: 3 clusters Score -3.025032e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 148479 members 
Entering Unmasked Estep 
Score: -30255744.000000 Penalty: 6115.154297
	Iteration 7F: 3 clusters Score -3.025574e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -30263382.000000 Penalty: 6115.154297
	Iteration 8F: 3 clusters Score -3.026338e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 163879 members 
Entering Unmasked Estep 
Score: -30272108.000000 Penalty: 6115.154297
	Iteration 9F: 3 clusters Score -3.027211e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 165333 members 
Entering Unmasked Estep 
Score: -30278526.000000 Penalty: 6115.154297
	Iteration 10F: 3 clusters Score -3.027853e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -30280728.000000 Penalty: 6115.154297
	Iteration 11Q: 3 clusters Score -3.028073e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -30281192.000000 Penalty: 6115.154297
	Iteration 12Q: 3 clusters Score -3.028119e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -30281324.000000 Penalty: 6115.154297
	Iteration 13Q: 3 clusters Score -3.028132e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -30281364.000000 Penalty: 6115.154297
	Iteration 14Q: 3 clusters Score -3.028136e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -30281436.000000 Penalty: 6115.154297
	Iteration 15Q: 3 clusters Score -3.028144e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 151992 members 
Entering Unmasked Estep 
Score: -30281806.000000 Penalty: 6115.154297
	Iteration 16Q: 3 clusters Score -3.028181e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -30282074.000000 Penalty: 6115.154297
	Iteration 17Q: 3 clusters Score -3.028207e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 146446 members 
Entering Unmasked Estep 
Score: -30282406.000000 Penalty: 6115.154297
	Iteration 18Q: 3 clusters Score -3.028241e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 143691 members 
Entering Unmasked Estep 
Score: -30282866.000000 Penalty: 6115.154297
	Iteration 19Q: 3 clusters Score -3.028287e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -30283218.000000 Penalty: 6115.154297
	Iteration 20F: 3 clusters Score -3.028322e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 138412 members 
Entering Unmasked Estep 
Score: -30283468.000000 Penalty: 6115.154297
	Iteration 21Q: 3 clusters Score -3.028347e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 135776 members 
Entering Unmasked Estep 
Score: -30283872.000000 Penalty: 6115.154297
	Iteration 22Q: 3 clusters Score -3.028387e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -30284458.000000 Penalty: 6115.154297
	Iteration 23Q: 3 clusters Score -3.028446e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -30284774.000000 Penalty: 6115.154297
	Iteration 24Q: 3 clusters Score -3.028477e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 128127 members 
Entering Unmasked Estep 
Score: -30285088.000000 Penalty: 6115.154297
	Iteration 25Q: 3 clusters Score -3.028509e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -30285478.000000 Penalty: 6115.154297
	Iteration 26Q: 3 clusters Score -3.028548e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -30285720.000000 Penalty: 6115.154297
	Iteration 27Q: 3 clusters Score -3.028572e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -30286138.000000 Penalty: 6115.154297
	Iteration 28Q: 3 clusters Score -3.028614e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 119350 members 
Entering Unmasked Estep 
Score: -30286422.000000 Penalty: 6115.154297
	Iteration 29Q: 3 clusters Score -3.028642e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -30286638.000000 Penalty: 6115.154297
	Iteration 30Q: 3 clusters Score -3.028664e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 115749 members 
Entering Unmasked Estep 
Score: -30286854.000000 Penalty: 6115.154297
	Iteration 31Q: 3 clusters Score -3.028685e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -30287066.000000 Penalty: 6115.154297
	Iteration 32Q: 3 clusters Score -3.028707e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -30287132.000000 Penalty: 6115.154297
	Iteration 33Q: 3 clusters Score -3.028713e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -30287320.000000 Penalty: 6115.154297
	Iteration 34Q: 3 clusters Score -3.028732e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -30287686.000000 Penalty: 6115.154297
	Iteration 35Q: 3 clusters Score -3.028769e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -30287930.000000 Penalty: 6115.154297
	Iteration 36Q: 3 clusters Score -3.028793e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -30288314.000000 Penalty: 6115.154297
	Iteration 37Q: 3 clusters Score -3.028831e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -30288944.000000 Penalty: 6115.154297
	Iteration 38Q: 3 clusters Score -3.028894e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -30289424.000000 Penalty: 6115.154297
	Iteration 39Q: 3 clusters Score -3.028942e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -30290132.000000 Penalty: 6115.154297
	Iteration 40F: 3 clusters Score -3.029013e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139363 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -30291048.000000 Penalty: 6115.154297
	Iteration 41Q: 3 clusters Score -3.029105e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -30291854.000000 Penalty: 6115.154297
	Iteration 42Q: 3 clusters Score -3.029185e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -30292834.000000 Penalty: 6115.154297
	Iteration 43Q: 3 clusters Score -3.029283e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -30294016.000000 Penalty: 6115.154297
	Iteration 44Q: 3 clusters Score -3.029402e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173690 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -30295640.000000 Penalty: 6115.154297
	Iteration 45Q: 3 clusters Score -3.029564e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182804 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -30295690.000000 Penalty: 6115.154297
	Iteration 46Q: 3 clusters Score -3.029569e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190708 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -30294790.000000 Penalty: 6115.154297
	Iteration 47Q: 3 clusters Score -3.029479e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -30293990.000000 Penalty: 6115.154297
	Iteration 48Q: 3 clusters Score -3.029399e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201521 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -30293054.000000 Penalty: 6115.154297
	Iteration 49Q: 3 clusters Score -3.029305e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205274 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -30292848.000000 Penalty: 6115.154297
	Iteration 50Q: 3 clusters Score -3.029285e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208331 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -30292584.000000 Penalty: 6115.154297
	Iteration 51Q: 3 clusters Score -3.029258e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210847 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -30292450.000000 Penalty: 6115.154297
	Iteration 52Q: 3 clusters Score -3.029245e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212871 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -30292332.000000 Penalty: 6115.154297
	Iteration 53Q: 3 clusters Score -3.029233e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214560 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -30292482.000000 Penalty: 6115.154297
	Iteration 54Q: 3 clusters Score -3.029248e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215913 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -30292386.000000 Penalty: 6115.154297
	Iteration 55Q: 3 clusters Score -3.029239e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216988 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -30292386.000000 Penalty: 6115.154297
	Iteration 56Q: 3 clusters Score -3.029239e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217944 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -30292440.000000 Penalty: 6115.154297
	Iteration 57Q: 3 clusters Score -3.029244e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218728 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -30292370.000000 Penalty: 6115.154297
	Iteration 58Q: 3 clusters Score -3.029237e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219361 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -30292364.000000 Penalty: 6115.154297
	Iteration 59Q: 3 clusters Score -3.029236e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219893 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -30294240.000000 Penalty: 6115.154297
	Iteration 60F: 3 clusters Score -3.029424e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222204 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -30294076.000000 Penalty: 6115.154297
	Iteration 61Q: 3 clusters Score -3.029408e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223350 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -30293860.000000 Penalty: 6115.154297
	Iteration 62Q: 3 clusters Score -3.029386e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223985 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -30293822.000000 Penalty: 6115.154297
	Iteration 63Q: 3 clusters Score -3.029382e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224388 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -30293808.000000 Penalty: 6115.154297
	Iteration 64Q: 3 clusters Score -3.029381e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -30293804.000000 Penalty: 6115.154297
	Iteration 65Q: 3 clusters Score -3.02938e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -30293786.000000 Penalty: 6115.154297
	Iteration 66Q: 3 clusters Score -3.029379e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -30293742.000000 Penalty: 6115.154297
	Iteration 67Q: 3 clusters Score -3.029374e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225055 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -30293760.000000 Penalty: 6115.154297
	Iteration 68Q: 3 clusters Score -3.029376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -30293774.000000 Penalty: 6115.154297
	Iteration 69Q: 3 clusters Score -3.029377e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30293738.000000 Penalty: 6115.154297
	Iteration 70Q: 3 clusters Score -3.029374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -30293782.000000 Penalty: 6115.154297
	Iteration 71Q: 3 clusters Score -3.029378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225244 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -30293754.000000 Penalty: 6115.154297
	Iteration 72Q: 3 clusters Score -3.029375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225278 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -30293756.000000 Penalty: 6115.154297
	Iteration 73Q: 3 clusters Score -3.029376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -30293744.000000 Penalty: 6115.154297
	Iteration 74Q: 3 clusters Score -3.029374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225321 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -30293776.000000 Penalty: 6115.154297
	Iteration 75Q: 3 clusters Score -3.029378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225339 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -30293790.000000 Penalty: 6115.154297
	Iteration 76Q: 3 clusters Score -3.029379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225358 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -30293778.000000 Penalty: 6115.154297
	Iteration 77Q: 3 clusters Score -3.029378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225371 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -30293788.000000 Penalty: 6115.154297
	Iteration 78Q: 3 clusters Score -3.029379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -30293804.000000 Penalty: 6115.154297
	Iteration 79Q: 3 clusters Score -3.02938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225394 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -30293806.000000 Penalty: 6115.154297
	Iteration 80F: 3 clusters Score -3.029381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225401 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -30293808.000000 Penalty: 6115.154297
	Iteration 81Q: 3 clusters Score -3.029381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225411 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -30293808.000000 Penalty: 6115.154297
	Iteration 82Q: 3 clusters Score -3.029381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225414 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -30293806.000000 Penalty: 6115.154297
	Iteration 83Q: 3 clusters Score -3.029381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225419 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -30293820.000000 Penalty: 6115.154297
	Iteration 84Q: 3 clusters Score -3.029382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225425 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -30293792.000000 Penalty: 6115.154297
	Iteration 85Q: 3 clusters Score -3.029379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225430 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -30293796.000000 Penalty: 6115.154297
	Iteration 86Q: 3 clusters Score -3.02938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225433 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30293784.000000 Penalty: 6115.154297
	Iteration 87Q: 3 clusters Score -3.029378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -30293768.000000 Penalty: 6115.154297
	Iteration 88Q: 3 clusters Score -3.029377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -30293764.000000 Penalty: 6115.154297
	Iteration 89Q: 3 clusters Score -3.029376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225441 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -30293780.000000 Penalty: 6115.154297
	Iteration 90Q: 3 clusters Score -3.029378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -30293790.000000 Penalty: 6115.154297
	Iteration 91Q: 3 clusters Score -3.029379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -30293790.000000 Penalty: 6115.154297
	Iteration 92F: 3 clusters Score -3.029379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Entering Unmasked Estep 
Score: -2383773.250000 Penalty: 2450.839355
	Iteration 0F: 2 clusters Score -2383773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2370049.500000 Penalty: 4901.678711
	Iteration 0F: 3 clusters Score -2370050 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2375036.250000 Penalty: 4901.678711
	Iteration 1F: 3 clusters Score -2375036 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2375899.750000 Penalty: 4901.678711
	Iteration 2F: 3 clusters Score -2375900 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2376724.750000 Penalty: 4901.678711
	Iteration 3F: 3 clusters Score -2376725 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2377544.500000 Penalty: 4901.678711
	Iteration 4F: 3 clusters Score -2377544 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2378337.500000 Penalty: 4901.678711
	Iteration 5F: 3 clusters Score -2378338 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2379138.250000 Penalty: 4901.678711
	Iteration 6F: 3 clusters Score -2379138 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2379899.250000 Penalty: 4901.678711
	Iteration 7F: 3 clusters Score -2379899 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2380594.000000 Penalty: 4901.678711
	Iteration 8Q: 3 clusters Score -2380594 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2381196.000000 Penalty: 4901.678711
	Iteration 9Q: 3 clusters Score -2381196 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2381689.500000 Penalty: 4901.678711
	Iteration 10Q: 3 clusters Score -2381690 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2382105.000000 Penalty: 4901.678711
	Iteration 11Q: 3 clusters Score -2382105 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2382423.250000 Penalty: 4901.678711
	Iteration 12Q: 3 clusters Score -2382423 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2382692.250000 Penalty: 4901.678711
	Iteration 13Q: 3 clusters Score -2382692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2382876.250000 Penalty: 4901.678711
	Iteration 14Q: 3 clusters Score -2382876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2383011.750000 Penalty: 4901.678711
	Iteration 15Q: 3 clusters Score -2383012 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2383124.000000 Penalty: 4901.678711
	Iteration 16Q: 3 clusters Score -2383124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2383235.500000 Penalty: 4901.678711
	Iteration 17Q: 3 clusters Score -2383236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2383333.750000 Penalty: 4901.678711
	Iteration 18Q: 3 clusters Score -2383334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2383415.000000 Penalty: 4901.678711
	Iteration 19Q: 3 clusters Score -2383415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2383492.750000 Penalty: 4901.678711
	Iteration 20F: 3 clusters Score -2383493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2383547.000000 Penalty: 4901.678711
	Iteration 21Q: 3 clusters Score -2383547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2383570.250000 Penalty: 4901.678711
	Iteration 22Q: 3 clusters Score -2383570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2383586.000000 Penalty: 4901.678711
	Iteration 23Q: 3 clusters Score -2383586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2383598.500000 Penalty: 4901.678711
	Iteration 24Q: 3 clusters Score -2383598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2383610.250000 Penalty: 4901.678711
	Iteration 25Q: 3 clusters Score -2383610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2383611.750000 Penalty: 4901.678711
	Iteration 26Q: 3 clusters Score -2383612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2383616.000000 Penalty: 4901.678711
	Iteration 27Q: 3 clusters Score -2383616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2383618.250000 Penalty: 4901.678711
	Iteration 28Q: 3 clusters Score -2383618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2383616.750000 Penalty: 4901.678711
	Iteration 29Q: 3 clusters Score -2383617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2383621.250000 Penalty: 4901.678711
	Iteration 30Q: 3 clusters Score -2383621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2383623.000000 Penalty: 4901.678711
	Iteration 31Q: 3 clusters Score -2383623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2383622.500000 Penalty: 4901.678711
	Iteration 32Q: 3 clusters Score -2383622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2383622.500000 Penalty: 4901.678711
	Iteration 33F: 3 clusters Score -2383622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131642 members 
Entering Unmasked Estep 
Score: -17279964.000000 Penalty: 2923.384766
	Iteration 0F: 2 clusters Score -1.727996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -17192770.000000 Penalty: 5846.769531
	Iteration 0F: 3 clusters Score -1.719277e+07 nChanged 62605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -17228474.000000 Penalty: 5846.769531
	Iteration 1F: 3 clusters Score -1.722847e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -17229522.000000 Penalty: 5846.769531
	Iteration 2Q: 3 clusters Score -1.722952e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -17230758.000000 Penalty: 5846.769531
	Iteration 3Q: 3 clusters Score -1.723076e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -17232998.000000 Penalty: 5846.769531
	Iteration 4Q: 3 clusters Score -1.7233e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -17236600.000000 Penalty: 5846.769531
	Iteration 5F: 3 clusters Score -1.72366e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -17242034.000000 Penalty: 5846.769531
	Iteration 6F: 3 clusters Score -1.724203e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -17248832.000000 Penalty: 5846.769531
	Iteration 7F: 3 clusters Score -1.724883e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -17256262.000000 Penalty: 5846.769531
	Iteration 8F: 3 clusters Score -1.725626e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -17262756.000000 Penalty: 5846.769531
	Iteration 9F: 3 clusters Score -1.726276e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -17268734.000000 Penalty: 5846.769531
	Iteration 10F: 3 clusters Score -1.726873e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -17272860.000000 Penalty: 5846.769531
	Iteration 11Q: 3 clusters Score -1.727286e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -17275254.000000 Penalty: 5846.769531
	Iteration 12Q: 3 clusters Score -1.727525e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -17276444.000000 Penalty: 5846.769531
	Iteration 13Q: 3 clusters Score -1.727644e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -17276974.000000 Penalty: 5846.769531
	Iteration 14Q: 3 clusters Score -1.727697e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -17277170.000000 Penalty: 5846.769531
	Iteration 15Q: 3 clusters Score -1.727717e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17277256.000000 Penalty: 5846.769531
	Iteration 16Q: 3 clusters Score -1.727726e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17277310.000000 Penalty: 5846.769531
	Iteration 17Q: 3 clusters Score -1.727731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17277350.000000 Penalty: 5846.769531
	Iteration 18Q: 3 clusters Score -1.727735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -17277378.000000 Penalty: 5846.769531
	Iteration 19Q: 3 clusters Score -1.727738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17277384.000000 Penalty: 5846.769531
	Iteration 20F: 3 clusters Score -1.727738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17277412.000000 Penalty: 5846.769531
	Iteration 21Q: 3 clusters Score -1.727741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17277414.000000 Penalty: 5846.769531
	Iteration 22Q: 3 clusters Score -1.727741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -17277428.000000 Penalty: 5846.769531
	Iteration 23Q: 3 clusters Score -1.727743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17277446.000000 Penalty: 5846.769531
	Iteration 24Q: 3 clusters Score -1.727745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17277452.000000 Penalty: 5846.769531
	Iteration 25Q: 3 clusters Score -1.727745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17277452.000000 Penalty: 5846.769531
	Iteration 26Q: 3 clusters Score -1.727745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17277452.000000 Penalty: 5846.769531
	Iteration 27F: 3 clusters Score -1.727745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120543 members 
Entering Unmasked Estep 
Score: -16106500.000000 Penalty: 2901.540771
	Iteration 0F: 2 clusters Score -1.61065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -16026322.000000 Penalty: 5803.081543
	Iteration 0F: 3 clusters Score -1.602632e+07 nChanged 57103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -16059278.000000 Penalty: 5803.081543
	Iteration 1F: 3 clusters Score -1.605928e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -16060002.000000 Penalty: 5803.081543
	Iteration 2Q: 3 clusters Score -1.606e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -16060693.000000 Penalty: 5803.081543
	Iteration 3Q: 3 clusters Score -1.606069e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -16061378.000000 Penalty: 5803.081543
	Iteration 4Q: 3 clusters Score -1.606138e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -16062249.000000 Penalty: 5803.081543
	Iteration 5Q: 3 clusters Score -1.606225e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -16063573.000000 Penalty: 5803.081543
	Iteration 6Q: 3 clusters Score -1.606357e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -16065931.000000 Penalty: 5803.081543
	Iteration 7Q: 3 clusters Score -1.606593e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -16069743.000000 Penalty: 5803.081543
	Iteration 8F: 3 clusters Score -1.606974e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -16075936.000000 Penalty: 5803.081543
	Iteration 9F: 3 clusters Score -1.607594e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -16083937.000000 Penalty: 5803.081543
	Iteration 10F: 3 clusters Score -1.608394e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -16091704.000000 Penalty: 5803.081543
	Iteration 11F: 3 clusters Score -1.60917e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112795 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -16097239.000000 Penalty: 5803.081543
	Iteration 12F: 3 clusters Score -1.609724e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -16100752.000000 Penalty: 5803.081543
	Iteration 13Q: 3 clusters Score -1.610075e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16102340.000000 Penalty: 5803.081543
	Iteration 14Q: 3 clusters Score -1.610234e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16103037.000000 Penalty: 5803.081543
	Iteration 15Q: 3 clusters Score -1.610304e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16103402.000000 Penalty: 5803.081543
	Iteration 16Q: 3 clusters Score -1.61034e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16103621.000000 Penalty: 5803.081543
	Iteration 17Q: 3 clusters Score -1.610362e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16103773.000000 Penalty: 5803.081543
	Iteration 18Q: 3 clusters Score -1.610377e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16103840.000000 Penalty: 5803.081543
	Iteration 19Q: 3 clusters Score -1.610384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120095 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16103885.000000 Penalty: 5803.081543
	Iteration 20F: 3 clusters Score -1.610388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16103924.000000 Penalty: 5803.081543
	Iteration 21Q: 3 clusters Score -1.610392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120133 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16103937.000000 Penalty: 5803.081543
	Iteration 22Q: 3 clusters Score -1.610394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16103952.000000 Penalty: 5803.081543
	Iteration 23Q: 3 clusters Score -1.610395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120144 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16103959.000000 Penalty: 5803.081543
	Iteration 24Q: 3 clusters Score -1.610396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16103957.000000 Penalty: 5803.081543
	Iteration 25Q: 3 clusters Score -1.610396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120144 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16103954.000000 Penalty: 5803.081543
	Iteration 26Q: 3 clusters Score -1.610395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16103961.000000 Penalty: 5803.081543
	Iteration 27Q: 3 clusters Score -1.610396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16103962.000000 Penalty: 5803.081543
	Iteration 28Q: 3 clusters Score -1.610396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120151 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -16103959.000000 Penalty: 5803.081543
	Iteration 29Q: 3 clusters Score -1.610396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16103964.000000 Penalty: 5803.081543
	Iteration 30Q: 3 clusters Score -1.610396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16103971.000000 Penalty: 5803.081543
	Iteration 31Q: 3 clusters Score -1.610397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120158 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16103976.000000 Penalty: 5803.081543
	Iteration 32Q: 3 clusters Score -1.610398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16103987.000000 Penalty: 5803.081543
	Iteration 33Q: 3 clusters Score -1.610399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16103987.000000 Penalty: 5803.081543
	Iteration 34F: 3 clusters Score -1.610399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Entering Unmasked Estep 
Score: -1655161.875000 Penalty: 2332.216064
	Iteration 0F: 2 clusters Score -1655162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1646021.250000 Penalty: 4664.432129
	Iteration 0F: 3 clusters Score -1646021 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1648728.375000 Penalty: 4664.432129
	Iteration 1F: 3 clusters Score -1648728 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1649045.625000 Penalty: 4664.432129
	Iteration 2F: 3 clusters Score -1649046 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1649300.625000 Penalty: 4664.432129
	Iteration 3Q: 3 clusters Score -1649301 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1649574.125000 Penalty: 4664.432129
	Iteration 4Q: 3 clusters Score -1649574 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1649909.250000 Penalty: 4664.432129
	Iteration 5F: 3 clusters Score -1649909 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1650267.375000 Penalty: 4664.432129
	Iteration 6Q: 3 clusters Score -1650267 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1650701.625000 Penalty: 4664.432129
	Iteration 7F: 3 clusters Score -1650702 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1651209.125000 Penalty: 4664.432129
	Iteration 8F: 3 clusters Score -1651209 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1651762.250000 Penalty: 4664.432129
	Iteration 9F: 3 clusters Score -1651762 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1652222.000000 Penalty: 4664.432129
	Iteration 10Q: 3 clusters Score -1652222 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1652542.500000 Penalty: 4664.432129
	Iteration 11Q: 3 clusters Score -1652542 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1652799.500000 Penalty: 4664.432129
	Iteration 12Q: 3 clusters Score -1652800 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1652976.250000 Penalty: 4664.432129
	Iteration 13Q: 3 clusters Score -1652976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1653077.000000 Penalty: 4664.432129
	Iteration 14Q: 3 clusters Score -1653077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1653156.875000 Penalty: 4664.432129
	Iteration 15Q: 3 clusters Score -1653157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1653224.625000 Penalty: 4664.432129
	Iteration 16Q: 3 clusters Score -1653225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1653274.875000 Penalty: 4664.432129
	Iteration 17Q: 3 clusters Score -1653275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1653324.125000 Penalty: 4664.432129
	Iteration 18Q: 3 clusters Score -1653324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1653360.625000 Penalty: 4664.432129
	Iteration 19Q: 3 clusters Score -1653361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1653389.250000 Penalty: 4664.432129
	Iteration 20F: 3 clusters Score -1653389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1653404.125000 Penalty: 4664.432129
	Iteration 21Q: 3 clusters Score -1653404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1653411.500000 Penalty: 4664.432129
	Iteration 22Q: 3 clusters Score -1653412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1653415.625000 Penalty: 4664.432129
	Iteration 23Q: 3 clusters Score -1653416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1653423.125000 Penalty: 4664.432129
	Iteration 24Q: 3 clusters Score -1653423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1653424.500000 Penalty: 4664.432129
	Iteration 25Q: 3 clusters Score -1653424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1653428.750000 Penalty: 4664.432129
	Iteration 26Q: 3 clusters Score -1653429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1653433.375000 Penalty: 4664.432129
	Iteration 27Q: 3 clusters Score -1653433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1653433.500000 Penalty: 4664.432129
	Iteration 28Q: 3 clusters Score -1653434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1653433.375000 Penalty: 4664.432129
	Iteration 29Q: 3 clusters Score -1653433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1653436.750000 Penalty: 4664.432129
	Iteration 30Q: 3 clusters Score -1653437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1653443.250000 Penalty: 4664.432129
	Iteration 31Q: 3 clusters Score -1653443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1653446.500000 Penalty: 4664.432129
	Iteration 32Q: 3 clusters Score -1653446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1653446.500000 Penalty: 4664.432129
	Iteration 33F: 3 clusters Score -1653446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (232953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232953 members 
Entering Unmasked Estep 
Score: -31167014.000000 Penalty: 3064.930908
	Iteration 0F: 2 clusters Score -3.116701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -31029184.000000 Penalty: 6129.861816
	Iteration 0F: 3 clusters Score -3.102918e+07 nChanged 112684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -31095942.000000 Penalty: 6129.861816
	Iteration 1F: 3 clusters Score -3.109594e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -31097494.000000 Penalty: 6129.861816
	Iteration 2Q: 3 clusters Score -3.109749e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98065 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -31100026.000000 Penalty: 6129.861816
	Iteration 3Q: 3 clusters Score -3.110003e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -31104752.000000 Penalty: 6129.861816
	Iteration 4Q: 3 clusters Score -3.110475e+07 nChanged 14791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -31112894.000000 Penalty: 6129.861816
	Iteration 5F: 3 clusters Score -3.111289e+07 nChanged 18530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -31125406.000000 Penalty: 6129.861816
	Iteration 6F: 3 clusters Score -3.112541e+07 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 197581 members 
Entering Unmasked Estep 
Score: -31138694.000000 Penalty: 6129.861816
	Iteration 7F: 3 clusters Score -3.113869e+07 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -31149548.000000 Penalty: 6129.861816
	Iteration 8F: 3 clusters Score -3.114955e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 224053 members 
Entering Unmasked Estep 
Score: -31157046.000000 Penalty: 6129.861816
	Iteration 9Q: 3 clusters Score -3.115705e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 229210 members 
Entering Unmasked Estep 
Score: -31161154.000000 Penalty: 6129.861816
	Iteration 10Q: 3 clusters Score -3.116115e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 231435 members 
Entering Unmasked Estep 
Score: -31162958.000000 Penalty: 6129.861816
	Iteration 11Q: 3 clusters Score -3.116296e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 232215 members 
Entering Unmasked Estep 
Score: -31163738.000000 Penalty: 6129.861816
	Iteration 12Q: 3 clusters Score -3.116374e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 232458 members 
Entering Unmasked Estep 
Score: -31163980.000000 Penalty: 6129.861816
	Iteration 13Q: 3 clusters Score -3.116398e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 232548 members 
Entering Unmasked Estep 
Score: -31164162.000000 Penalty: 6129.861816
	Iteration 14Q: 3 clusters Score -3.116416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -31164214.000000 Penalty: 6129.861816
	Iteration 15Q: 3 clusters Score -3.116421e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 232614 members 
Entering Unmasked Estep 
Score: -31164252.000000 Penalty: 6129.861816
	Iteration 16Q: 3 clusters Score -3.116425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 232629 members 
Entering Unmasked Estep 
Score: -31164254.000000 Penalty: 6129.861816
	Iteration 17Q: 3 clusters Score -3.116425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 232636 members 
Entering Unmasked Estep 
Score: -31164284.000000 Penalty: 6129.861816
	Iteration 18Q: 3 clusters Score -3.116428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232641 members 
Entering Unmasked Estep 
Score: -31164290.000000 Penalty: 6129.861816
	Iteration 19Q: 3 clusters Score -3.116429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232645 members 
Entering Unmasked Estep 
Score: -31164278.000000 Penalty: 6129.861816
	Iteration 20F: 3 clusters Score -3.116428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232647 members 
Entering Unmasked Estep 
Score: -31164282.000000 Penalty: 6129.861816
	Iteration 21Q: 3 clusters Score -3.116428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -31164290.000000 Penalty: 6129.861816
	Iteration 22Q: 3 clusters Score -3.116429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -31164290.000000 Penalty: 6129.861816
	Iteration 23F: 3 clusters Score -3.116429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155936 members 
Entering Unmasked Estep 
Score: -20642078.000000 Penalty: 2965.385742
	Iteration 0F: 2 clusters Score -2.064208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -20541822.000000 Penalty: 5930.771484
	Iteration 0F: 3 clusters Score -2.054182e+07 nChanged 74328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -20584676.000000 Penalty: 5930.771484
	Iteration 1F: 3 clusters Score -2.058468e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -20585788.000000 Penalty: 5930.771484
	Iteration 2Q: 3 clusters Score -2.058579e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -20587034.000000 Penalty: 5930.771484
	Iteration 3Q: 3 clusters Score -2.058703e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -20588566.000000 Penalty: 5930.771484
	Iteration 4Q: 3 clusters Score -2.058857e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -20590590.000000 Penalty: 5930.771484
	Iteration 5Q: 3 clusters Score -2.059059e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -20593006.000000 Penalty: 5930.771484
	Iteration 6Q: 3 clusters Score -2.059301e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -20596692.000000 Penalty: 5930.771484
	Iteration 7Q: 3 clusters Score -2.059669e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -20601646.000000 Penalty: 5930.771484
	Iteration 8F: 3 clusters Score -2.060165e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -20608064.000000 Penalty: 5930.771484
	Iteration 9F: 3 clusters Score -2.060806e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -20614560.000000 Penalty: 5930.771484
	Iteration 10F: 3 clusters Score -2.061456e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -20618400.000000 Penalty: 5930.771484
	Iteration 11F: 3 clusters Score -2.06184e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -20619750.000000 Penalty: 5930.771484
	Iteration 12Q: 3 clusters Score -2.061975e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -20620360.000000 Penalty: 5930.771484
	Iteration 13Q: 3 clusters Score -2.062036e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -20620818.000000 Penalty: 5930.771484
	Iteration 14Q: 3 clusters Score -2.062082e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -20621234.000000 Penalty: 5930.771484
	Iteration 15Q: 3 clusters Score -2.062123e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -20621548.000000 Penalty: 5930.771484
	Iteration 16Q: 3 clusters Score -2.062155e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -20622002.000000 Penalty: 5930.771484
	Iteration 17Q: 3 clusters Score -2.0622e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -20622418.000000 Penalty: 5930.771484
	Iteration 18Q: 3 clusters Score -2.062242e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -20622800.000000 Penalty: 5930.771484
	Iteration 19Q: 3 clusters Score -2.06228e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -20623266.000000 Penalty: 5930.771484
	Iteration 20F: 3 clusters Score -2.062327e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -20623516.000000 Penalty: 5930.771484
	Iteration 21Q: 3 clusters Score -2.062352e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -20623886.000000 Penalty: 5930.771484
	Iteration 22Q: 3 clusters Score -2.062389e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -20624460.000000 Penalty: 5930.771484
	Iteration 23Q: 3 clusters Score -2.062446e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -20624816.000000 Penalty: 5930.771484
	Iteration 24Q: 3 clusters Score -2.062482e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -20625118.000000 Penalty: 5930.771484
	Iteration 25Q: 3 clusters Score -2.062512e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -20625242.000000 Penalty: 5930.771484
	Iteration 26Q: 3 clusters Score -2.062524e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -20625364.000000 Penalty: 5930.771484
	Iteration 27Q: 3 clusters Score -2.062536e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -20625594.000000 Penalty: 5930.771484
	Iteration 28Q: 3 clusters Score -2.062559e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -20625866.000000 Penalty: 5930.771484
	Iteration 29Q: 3 clusters Score -2.062587e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -20626022.000000 Penalty: 5930.771484
	Iteration 30Q: 3 clusters Score -2.062602e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -20626154.000000 Penalty: 5930.771484
	Iteration 31Q: 3 clusters Score -2.062615e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -20626236.000000 Penalty: 5930.771484
	Iteration 32Q: 3 clusters Score -2.062624e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -20626350.000000 Penalty: 5930.771484
	Iteration 33Q: 3 clusters Score -2.062635e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -20626374.000000 Penalty: 5930.771484
	Iteration 34Q: 3 clusters Score -2.062637e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -20626388.000000 Penalty: 5930.771484
	Iteration 35Q: 3 clusters Score -2.062639e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -20626452.000000 Penalty: 5930.771484
	Iteration 36Q: 3 clusters Score -2.062645e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -20626504.000000 Penalty: 5930.771484
	Iteration 37Q: 3 clusters Score -2.06265e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -20626598.000000 Penalty: 5930.771484
	Iteration 38Q: 3 clusters Score -2.06266e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -20626696.000000 Penalty: 5930.771484
	Iteration 39Q: 3 clusters Score -2.06267e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -20626790.000000 Penalty: 5930.771484
	Iteration 40F: 3 clusters Score -2.062679e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -20626984.000000 Penalty: 5930.771484
	Iteration 41Q: 3 clusters Score -2.062698e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -20627076.000000 Penalty: 5930.771484
	Iteration 42Q: 3 clusters Score -2.062708e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -20627204.000000 Penalty: 5930.771484
	Iteration 43Q: 3 clusters Score -2.06272e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -20627244.000000 Penalty: 5930.771484
	Iteration 44Q: 3 clusters Score -2.062724e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -20627334.000000 Penalty: 5930.771484
	Iteration 45Q: 3 clusters Score -2.062733e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -20627398.000000 Penalty: 5930.771484
	Iteration 46Q: 3 clusters Score -2.06274e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -20627420.000000 Penalty: 5930.771484
	Iteration 47Q: 3 clusters Score -2.062742e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -20627536.000000 Penalty: 5930.771484
	Iteration 48Q: 3 clusters Score -2.062754e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -20627684.000000 Penalty: 5930.771484
	Iteration 49Q: 3 clusters Score -2.062768e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -20627836.000000 Penalty: 5930.771484
	Iteration 50Q: 3 clusters Score -2.062784e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -20627918.000000 Penalty: 5930.771484
	Iteration 51Q: 3 clusters Score -2.062792e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -20627974.000000 Penalty: 5930.771484
	Iteration 52Q: 3 clusters Score -2.062797e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -20628036.000000 Penalty: 5930.771484
	Iteration 53Q: 3 clusters Score -2.062804e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -20628208.000000 Penalty: 5930.771484
	Iteration 54Q: 3 clusters Score -2.062821e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -20628228.000000 Penalty: 5930.771484
	Iteration 55Q: 3 clusters Score -2.062823e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -20628298.000000 Penalty: 5930.771484
	Iteration 56Q: 3 clusters Score -2.06283e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -20628376.000000 Penalty: 5930.771484
	Iteration 57Q: 3 clusters Score -2.062838e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -20628486.000000 Penalty: 5930.771484
	Iteration 58Q: 3 clusters Score -2.062849e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -20628588.000000 Penalty: 5930.771484
	Iteration 59Q: 3 clusters Score -2.062859e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -20628708.000000 Penalty: 5930.771484
	Iteration 60F: 3 clusters Score -2.062871e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -20628784.000000 Penalty: 5930.771484
	Iteration 61Q: 3 clusters Score -2.062878e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -20628884.000000 Penalty: 5930.771484
	Iteration 62Q: 3 clusters Score -2.062888e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -20628972.000000 Penalty: 5930.771484
	Iteration 63Q: 3 clusters Score -2.062897e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -20629170.000000 Penalty: 5930.771484
	Iteration 64Q: 3 clusters Score -2.062917e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -20629252.000000 Penalty: 5930.771484
	Iteration 65Q: 3 clusters Score -2.062925e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -20629394.000000 Penalty: 5930.771484
	Iteration 66Q: 3 clusters Score -2.062939e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -20629518.000000 Penalty: 5930.771484
	Iteration 67Q: 3 clusters Score -2.062952e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -20629502.000000 Penalty: 5930.771484
	Iteration 68Q: 3 clusters Score -2.06295e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -20629620.000000 Penalty: 5930.771484
	Iteration 69Q: 3 clusters Score -2.062962e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -20629678.000000 Penalty: 5930.771484
	Iteration 70Q: 3 clusters Score -2.062968e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -20629816.000000 Penalty: 5930.771484
	Iteration 71Q: 3 clusters Score -2.062982e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -20629876.000000 Penalty: 5930.771484
	Iteration 72Q: 3 clusters Score -2.062988e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -20629940.000000 Penalty: 5930.771484
	Iteration 73Q: 3 clusters Score -2.062994e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -20630124.000000 Penalty: 5930.771484
	Iteration 74Q: 3 clusters Score -2.063012e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -20630280.000000 Penalty: 5930.771484
	Iteration 75Q: 3 clusters Score -2.063028e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -20630464.000000 Penalty: 5930.771484
	Iteration 76Q: 3 clusters Score -2.063046e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 116920 members 
Entering Unmasked Estep 
Score: -20630756.000000 Penalty: 5930.771484
	Iteration 77Q: 3 clusters Score -2.063076e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -20630882.000000 Penalty: 5930.771484
	Iteration 78Q: 3 clusters Score -2.063088e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -20631032.000000 Penalty: 5930.771484
	Iteration 79Q: 3 clusters Score -2.063103e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -20631282.000000 Penalty: 5930.771484
	Iteration 80F: 3 clusters Score -2.063128e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 121831 members 
Entering Unmasked Estep 
Score: -20631504.000000 Penalty: 5930.771484
	Iteration 81Q: 3 clusters Score -2.06315e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 123063 members 
Entering Unmasked Estep 
Score: -20631774.000000 Penalty: 5930.771484
	Iteration 82Q: 3 clusters Score -2.063177e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -20631884.000000 Penalty: 5930.771484
	Iteration 83Q: 3 clusters Score -2.063188e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -20632154.000000 Penalty: 5930.771484
	Iteration 84Q: 3 clusters Score -2.063215e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -20632460.000000 Penalty: 5930.771484
	Iteration 85Q: 3 clusters Score -2.063246e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -20632744.000000 Penalty: 5930.771484
	Iteration 86Q: 3 clusters Score -2.063274e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -20632980.000000 Penalty: 5930.771484
	Iteration 87Q: 3 clusters Score -2.063298e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 130314 members 
Entering Unmasked Estep 
Score: -20633344.000000 Penalty: 5930.771484
	Iteration 88Q: 3 clusters Score -2.063334e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 131572 members 
Entering Unmasked Estep 
Score: -20633662.000000 Penalty: 5930.771484
	Iteration 89Q: 3 clusters Score -2.063366e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -20633920.000000 Penalty: 5930.771484
	Iteration 90Q: 3 clusters Score -2.063392e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -20634156.000000 Penalty: 5930.771484
	Iteration 91Q: 3 clusters Score -2.063416e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -20634470.000000 Penalty: 5930.771484
	Iteration 92Q: 3 clusters Score -2.063447e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -20634700.000000 Penalty: 5930.771484
	Iteration 93Q: 3 clusters Score -2.06347e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -20634916.000000 Penalty: 5930.771484
	Iteration 94Q: 3 clusters Score -2.063492e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 138657 members 
Entering Unmasked Estep 
Score: -20635196.000000 Penalty: 5930.771484
	Iteration 95Q: 3 clusters Score -2.06352e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -20635504.000000 Penalty: 5930.771484
	Iteration 96Q: 3 clusters Score -2.06355e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -20635660.000000 Penalty: 5930.771484
	Iteration 97Q: 3 clusters Score -2.063566e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -20635924.000000 Penalty: 5930.771484
	Iteration 98Q: 3 clusters Score -2.063592e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -20636088.000000 Penalty: 5930.771484
	Iteration 99Q: 3 clusters Score -2.063609e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 143311 members 
Entering Unmasked Estep 
Score: -20636128.000000 Penalty: 5930.771484
	Iteration 100F: 3 clusters Score -2.063613e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -20636270.000000 Penalty: 5930.771484
	Iteration 101Q: 3 clusters Score -2.063627e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -20636462.000000 Penalty: 5930.771484
	Iteration 102Q: 3 clusters Score -2.063646e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 145580 members 
Entering Unmasked Estep 
Score: -20636586.000000 Penalty: 5930.771484
	Iteration 103Q: 3 clusters Score -2.063659e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 146278 members 
Entering Unmasked Estep 
Score: -20636806.000000 Penalty: 5930.771484
	Iteration 104Q: 3 clusters Score -2.063681e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -20637014.000000 Penalty: 5930.771484
	Iteration 105Q: 3 clusters Score -2.063701e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -20637208.000000 Penalty: 5930.771484
	Iteration 106Q: 3 clusters Score -2.063721e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -20637370.000000 Penalty: 5930.771484
	Iteration 107Q: 3 clusters Score -2.063737e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 148880 members 
Entering Unmasked Estep 
Score: -20637564.000000 Penalty: 5930.771484
	Iteration 108Q: 3 clusters Score -2.063756e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -20637724.000000 Penalty: 5930.771484
	Iteration 109Q: 3 clusters Score -2.063772e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -20637910.000000 Penalty: 5930.771484
	Iteration 110Q: 3 clusters Score -2.063791e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 150562 members 
Entering Unmasked Estep 
Score: -20638014.000000 Penalty: 5930.771484
	Iteration 111Q: 3 clusters Score -2.063801e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -20638158.000000 Penalty: 5930.771484
	Iteration 112Q: 3 clusters Score -2.063816e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -20638318.000000 Penalty: 5930.771484
	Iteration 113Q: 3 clusters Score -2.063832e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 151768 members 
Entering Unmasked Estep 
Score: -20638380.000000 Penalty: 5930.771484
	Iteration 114Q: 3 clusters Score -2.063838e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 152090 members 
Entering Unmasked Estep 
Score: -20638464.000000 Penalty: 5930.771484
	Iteration 115Q: 3 clusters Score -2.063846e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -20638514.000000 Penalty: 5930.771484
	Iteration 116Q: 3 clusters Score -2.063851e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 152678 members 
Entering Unmasked Estep 
Score: -20638610.000000 Penalty: 5930.771484
	Iteration 117Q: 3 clusters Score -2.063861e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -20638744.000000 Penalty: 5930.771484
	Iteration 118Q: 3 clusters Score -2.063874e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -20638858.000000 Penalty: 5930.771484
	Iteration 119Q: 3 clusters Score -2.063886e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -20638974.000000 Penalty: 5930.771484
	Iteration 120F: 3 clusters Score -2.063897e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -20639070.000000 Penalty: 5930.771484
	Iteration 121Q: 3 clusters Score -2.063907e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -20639154.000000 Penalty: 5930.771484
	Iteration 122Q: 3 clusters Score -2.063915e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -20639182.000000 Penalty: 5930.771484
	Iteration 123Q: 3 clusters Score -2.063918e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -20639256.000000 Penalty: 5930.771484
	Iteration 124Q: 3 clusters Score -2.063926e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 154057 members 
Entering Unmasked Estep 
Score: -20639286.000000 Penalty: 5930.771484
	Iteration 125Q: 3 clusters Score -2.063929e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -20639334.000000 Penalty: 5930.771484
	Iteration 126Q: 3 clusters Score -2.063933e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -20639344.000000 Penalty: 5930.771484
	Iteration 127Q: 3 clusters Score -2.063934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 154270 members 
Entering Unmasked Estep 
Score: -20639324.000000 Penalty: 5930.771484
	Iteration 128Q: 3 clusters Score -2.063932e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -20639370.000000 Penalty: 5930.771484
	Iteration 129Q: 3 clusters Score -2.063937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -20639398.000000 Penalty: 5930.771484
	Iteration 130Q: 3 clusters Score -2.06394e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 154438 members 
Entering Unmasked Estep 
Score: -20639434.000000 Penalty: 5930.771484
	Iteration 131Q: 3 clusters Score -2.063943e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -20639424.000000 Penalty: 5930.771484
	Iteration 132Q: 3 clusters Score -2.063942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -20639484.000000 Penalty: 5930.771484
	Iteration 133Q: 3 clusters Score -2.063948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -20639520.000000 Penalty: 5930.771484
	Iteration 134Q: 3 clusters Score -2.063952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -20639552.000000 Penalty: 5930.771484
	Iteration 135Q: 3 clusters Score -2.063955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -20639574.000000 Penalty: 5930.771484
	Iteration 136Q: 3 clusters Score -2.063957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 154713 members 
Entering Unmasked Estep 
Score: -20639610.000000 Penalty: 5930.771484
	Iteration 137Q: 3 clusters Score -2.063961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -20639610.000000 Penalty: 5930.771484
	Iteration 138Q: 3 clusters Score -2.063961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 154777 members 
Entering Unmasked Estep 
Score: -20639600.000000 Penalty: 5930.771484
	Iteration 139Q: 3 clusters Score -2.06396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -20639636.000000 Penalty: 5930.771484
	Iteration 140F: 3 clusters Score -2.063964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 154835 members 
Entering Unmasked Estep 
Score: -20639648.000000 Penalty: 5930.771484
	Iteration 141Q: 3 clusters Score -2.063965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -20639670.000000 Penalty: 5930.771484
	Iteration 142Q: 3 clusters Score -2.063967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -20639682.000000 Penalty: 5930.771484
	Iteration 143Q: 3 clusters Score -2.063968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -20639704.000000 Penalty: 5930.771484
	Iteration 144Q: 3 clusters Score -2.06397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -20639676.000000 Penalty: 5930.771484
	Iteration 145Q: 3 clusters Score -2.063968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -20639692.000000 Penalty: 5930.771484
	Iteration 146Q: 3 clusters Score -2.063969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -20639702.000000 Penalty: 5930.771484
	Iteration 147Q: 3 clusters Score -2.06397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -20639720.000000 Penalty: 5930.771484
	Iteration 148Q: 3 clusters Score -2.063972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -20639712.000000 Penalty: 5930.771484
	Iteration 149Q: 3 clusters Score -2.063971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -20639710.000000 Penalty: 5930.771484
	Iteration 150Q: 3 clusters Score -2.063971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -20639714.000000 Penalty: 5930.771484
	Iteration 151Q: 3 clusters Score -2.063971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 154945 members 
Entering Unmasked Estep 
Score: -20639712.000000 Penalty: 5930.771484
	Iteration 152Q: 3 clusters Score -2.063971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -20639708.000000 Penalty: 5930.771484
	Iteration 153Q: 3 clusters Score -2.063971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -20639694.000000 Penalty: 5930.771484
	Iteration 154Q: 3 clusters Score -2.063969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -20639712.000000 Penalty: 5930.771484
	Iteration 155Q: 3 clusters Score -2.063971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -20639712.000000 Penalty: 5930.771484
	Iteration 156Q: 3 clusters Score -2.063971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -20639716.000000 Penalty: 5930.771484
	Iteration 157Q: 3 clusters Score -2.063972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -20639720.000000 Penalty: 5930.771484
	Iteration 158Q: 3 clusters Score -2.063972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -20639712.000000 Penalty: 5930.771484
	Iteration 159Q: 3 clusters Score -2.063971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -20639716.000000 Penalty: 5930.771484
	Iteration 160F: 3 clusters Score -2.063972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -20639720.000000 Penalty: 5930.771484
	Iteration 161Q: 3 clusters Score -2.063972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -20639722.000000 Penalty: 5930.771484
	Iteration 162Q: 3 clusters Score -2.063972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -20639718.000000 Penalty: 5930.771484
	Iteration 163Q: 3 clusters Score -2.063972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -20639706.000000 Penalty: 5930.771484
	Iteration 164Q: 3 clusters Score -2.063971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 155008 members 
Entering Unmasked Estep 
Score: -20639700.000000 Penalty: 5930.771484
	Iteration 165Q: 3 clusters Score -2.06397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -20639708.000000 Penalty: 5930.771484
	Iteration 166Q: 3 clusters Score -2.063971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -20639704.000000 Penalty: 5930.771484
	Iteration 167Q: 3 clusters Score -2.06397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -20639702.000000 Penalty: 5930.771484
	Iteration 168Q: 3 clusters Score -2.06397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -20639698.000000 Penalty: 5930.771484
	Iteration 169Q: 3 clusters Score -2.06397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -20639706.000000 Penalty: 5930.771484
	Iteration 170Q: 3 clusters Score -2.063971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -20639702.000000 Penalty: 5930.771484
	Iteration 171Q: 3 clusters Score -2.06397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -20639700.000000 Penalty: 5930.771484
	Iteration 172Q: 3 clusters Score -2.06397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -20639696.000000 Penalty: 5930.771484
	Iteration 173Q: 3 clusters Score -2.06397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -20639696.000000 Penalty: 5930.771484
	Iteration 174F: 3 clusters Score -2.06397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Entering Unmasked Estep 
Score: -3928435.500000 Penalty: 2554.961182
	Iteration 0F: 2 clusters Score -3928436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3908017.000000 Penalty: 5109.922363
	Iteration 0F: 3 clusters Score -3908017 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3915368.500000 Penalty: 5109.922363
	Iteration 1F: 3 clusters Score -3915368 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3915825.250000 Penalty: 5109.922363
	Iteration 2Q: 3 clusters Score -3915825 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3916193.000000 Penalty: 5109.922363
	Iteration 3Q: 3 clusters Score -3916193 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3916505.500000 Penalty: 5109.922363
	Iteration 4Q: 3 clusters Score -3916506 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3916818.250000 Penalty: 5109.922363
	Iteration 5Q: 3 clusters Score -3916818 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3917148.750000 Penalty: 5109.922363
	Iteration 6Q: 3 clusters Score -3917149 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3917510.000000 Penalty: 5109.922363
	Iteration 7Q: 3 clusters Score -3917510 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3917995.000000 Penalty: 5109.922363
	Iteration 8Q: 3 clusters Score -3917995 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3918626.000000 Penalty: 5109.922363
	Iteration 9Q: 3 clusters Score -3918626 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3919458.250000 Penalty: 5109.922363
	Iteration 10Q: 3 clusters Score -3919458 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3920454.000000 Penalty: 5109.922363
	Iteration 11F: 3 clusters Score -3920454 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3921511.000000 Penalty: 5109.922363
	Iteration 12F: 3 clusters Score -3921511 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3922620.000000 Penalty: 5109.922363
	Iteration 13Q: 3 clusters Score -3922620 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3923683.000000 Penalty: 5109.922363
	Iteration 14Q: 3 clusters Score -3923683 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3924520.500000 Penalty: 5109.922363
	Iteration 15Q: 3 clusters Score -3924520 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3925119.500000 Penalty: 5109.922363
	Iteration 16Q: 3 clusters Score -3925120 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3925529.500000 Penalty: 5109.922363
	Iteration 17Q: 3 clusters Score -3925530 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3925792.000000 Penalty: 5109.922363
	Iteration 18Q: 3 clusters Score -3925792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3925934.750000 Penalty: 5109.922363
	Iteration 19Q: 3 clusters Score -3925935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3926035.750000 Penalty: 5109.922363
	Iteration 20F: 3 clusters Score -3926036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3926097.000000 Penalty: 5109.922363
	Iteration 21Q: 3 clusters Score -3926097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3926134.000000 Penalty: 5109.922363
	Iteration 22Q: 3 clusters Score -3926134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3926162.000000 Penalty: 5109.922363
	Iteration 23Q: 3 clusters Score -3926162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3926173.500000 Penalty: 5109.922363
	Iteration 24Q: 3 clusters Score -3926174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3926194.250000 Penalty: 5109.922363
	Iteration 25Q: 3 clusters Score -3926194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3926204.500000 Penalty: 5109.922363
	Iteration 26Q: 3 clusters Score -3926204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3926210.000000 Penalty: 5109.922363
	Iteration 27Q: 3 clusters Score -3926210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3926214.500000 Penalty: 5109.922363
	Iteration 28Q: 3 clusters Score -3926214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3926220.750000 Penalty: 5109.922363
	Iteration 29Q: 3 clusters Score -3926221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3926221.750000 Penalty: 5109.922363
	Iteration 30Q: 3 clusters Score -3926222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3926223.500000 Penalty: 5109.922363
	Iteration 31Q: 3 clusters Score -3926224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3926227.500000 Penalty: 5109.922363
	Iteration 32Q: 3 clusters Score -3926228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3926225.250000 Penalty: 5109.922363
	Iteration 33Q: 3 clusters Score -3926225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3926227.000000 Penalty: 5109.922363
	Iteration 34Q: 3 clusters Score -3926227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3926235.250000 Penalty: 5109.922363
	Iteration 35Q: 3 clusters Score -3926235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3926237.250000 Penalty: 5109.922363
	Iteration 36Q: 3 clusters Score -3926237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3926236.250000 Penalty: 5109.922363
	Iteration 37Q: 3 clusters Score -3926236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3926236.000000 Penalty: 5109.922363
	Iteration 38Q: 3 clusters Score -3926236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3926236.000000 Penalty: 5109.922363
	Iteration 39F: 3 clusters Score -3926236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -955356.125000 Penalty: 2229.041748
	Iteration 0F: 2 clusters Score -955356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -948988.625000 Penalty: 4458.083496
	Iteration 0F: 3 clusters Score -948988.6 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -950945.125000 Penalty: 4458.083496
	Iteration 1F: 3 clusters Score -950945.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -951476.250000 Penalty: 4458.083496
	Iteration 2F: 3 clusters Score -951476.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -951940.250000 Penalty: 4458.083496
	Iteration 3F: 3 clusters Score -951940.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -952357.562500 Penalty: 4458.083496
	Iteration 4F: 3 clusters Score -952357.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -952707.312500 Penalty: 4458.083496
	Iteration 5F: 3 clusters Score -952707.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -952982.250000 Penalty: 4458.083496
	Iteration 6F: 3 clusters Score -952982.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -953197.437500 Penalty: 4458.083496
	Iteration 7Q: 3 clusters Score -953197.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -953376.437500 Penalty: 4458.083496
	Iteration 8Q: 3 clusters Score -953376.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -953504.312500 Penalty: 4458.083496
	Iteration 9Q: 3 clusters Score -953504.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -953597.625000 Penalty: 4458.083496
	Iteration 10Q: 3 clusters Score -953597.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -953678.937500 Penalty: 4458.083496
	Iteration 11Q: 3 clusters Score -953678.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -953752.062500 Penalty: 4458.083496
	Iteration 12Q: 3 clusters Score -953752.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -953818.062500 Penalty: 4458.083496
	Iteration 13Q: 3 clusters Score -953818.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -953884.750000 Penalty: 4458.083496
	Iteration 14Q: 3 clusters Score -953884.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -953943.125000 Penalty: 4458.083496
	Iteration 15Q: 3 clusters Score -953943.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -953988.812500 Penalty: 4458.083496
	Iteration 16Q: 3 clusters Score -953988.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -954037.375000 Penalty: 4458.083496
	Iteration 17Q: 3 clusters Score -954037.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -954080.625000 Penalty: 4458.083496
	Iteration 18Q: 3 clusters Score -954080.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -954120.687500 Penalty: 4458.083496
	Iteration 19Q: 3 clusters Score -954120.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -954150.125000 Penalty: 4458.083496
	Iteration 20F: 3 clusters Score -954150.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -954173.375000 Penalty: 4458.083496
	Iteration 21Q: 3 clusters Score -954173.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -954199.687500 Penalty: 4458.083496
	Iteration 22Q: 3 clusters Score -954199.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -954227.812500 Penalty: 4458.083496
	Iteration 23Q: 3 clusters Score -954227.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -954248.000000 Penalty: 4458.083496
	Iteration 24Q: 3 clusters Score -954248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -954271.625000 Penalty: 4458.083496
	Iteration 25Q: 3 clusters Score -954271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -954292.312500 Penalty: 4458.083496
	Iteration 26Q: 3 clusters Score -954292.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -954313.875000 Penalty: 4458.083496
	Iteration 27Q: 3 clusters Score -954313.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -954329.625000 Penalty: 4458.083496
	Iteration 28Q: 3 clusters Score -954329.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -954339.250000 Penalty: 4458.083496
	Iteration 29Q: 3 clusters Score -954339.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -954345.437500 Penalty: 4458.083496
	Iteration 30Q: 3 clusters Score -954345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -954351.437500 Penalty: 4458.083496
	Iteration 31Q: 3 clusters Score -954351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -954355.437500 Penalty: 4458.083496
	Iteration 32Q: 3 clusters Score -954355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -954361.312500 Penalty: 4458.083496
	Iteration 33Q: 3 clusters Score -954361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -954364.437500 Penalty: 4458.083496
	Iteration 34Q: 3 clusters Score -954364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -954364.187500 Penalty: 4458.083496
	Iteration 35Q: 3 clusters Score -954364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -954368.000000 Penalty: 4458.083496
	Iteration 36Q: 3 clusters Score -954368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -954368.000000 Penalty: 4458.083496
	Iteration 37F: 3 clusters Score -954368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -951907.062500 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -951907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -945801.187500 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -945801.2 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -947552.500000 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -947552.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -947857.312500 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -947857.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -948066.000000 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -948066 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -948221.500000 Penalty: 4434.551758
	Iteration 4Q: 3 clusters Score -948221.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -948334.125000 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -948334.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -948453.937500 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -948453.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -948602.125000 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -948602.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -948771.562500 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -948771.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -948977.250000 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -948977.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -949235.750000 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -949235.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -949558.437500 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -949558.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -949967.187500 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -949967.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -950370.812500 Penalty: 4434.551758
	Iteration 13F: 3 clusters Score -950370.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -950636.500000 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -950636.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -950779.812500 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -950779.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -950852.125000 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -950852.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -950909.062500 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -950909.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -950944.500000 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -950944.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -950975.562500 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -950975.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -950995.875000 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -950995.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -951012.875000 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -951012.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -951029.125000 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -951029.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -951044.750000 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -951044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -951056.937500 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -951056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -951072.187500 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -951072.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -951083.500000 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -951083.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -951091.312500 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -951091.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -951096.625000 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -951096.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -951103.625000 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -951103.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -951112.125000 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -951112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -951115.812500 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -951115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -951118.812500 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -951118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -951125.000000 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -951125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -951129.000000 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -951129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -951131.875000 Penalty: 4434.551758
	Iteration 35Q: 3 clusters Score -951131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -951136.500000 Penalty: 4434.551758
	Iteration 36Q: 3 clusters Score -951136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -951138.562500 Penalty: 4434.551758
	Iteration 37Q: 3 clusters Score -951138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -951141.250000 Penalty: 4434.551758
	Iteration 38Q: 3 clusters Score -951141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -951138.812500 Penalty: 4434.551758
	Iteration 39Q: 3 clusters Score -951138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -951143.687500 Penalty: 4434.551758
	Iteration 40F: 3 clusters Score -951143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -951144.812500 Penalty: 4434.551758
	Iteration 41Q: 3 clusters Score -951144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -951144.625000 Penalty: 4434.551758
	Iteration 42Q: 3 clusters Score -951144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -951144.625000 Penalty: 4434.551758
	Iteration 43F: 3 clusters Score -951144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1965701.750000 Penalty: 2385.940186
	Iteration 0F: 2 clusters Score -1965702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1954780.250000 Penalty: 4771.880371
	Iteration 0F: 3 clusters Score -1954780 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1958779.125000 Penalty: 4771.880371
	Iteration 1F: 3 clusters Score -1958779 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1959939.625000 Penalty: 4771.880371
	Iteration 2F: 3 clusters Score -1959940 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1961243.250000 Penalty: 4771.880371
	Iteration 3F: 3 clusters Score -1961243 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1962361.875000 Penalty: 4771.880371
	Iteration 4F: 3 clusters Score -1962362 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1963016.875000 Penalty: 4771.880371
	Iteration 5F: 3 clusters Score -1963017 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1963404.125000 Penalty: 4771.880371
	Iteration 6Q: 3 clusters Score -1963404 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1963670.125000 Penalty: 4771.880371
	Iteration 7Q: 3 clusters Score -1963670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1963833.875000 Penalty: 4771.880371
	Iteration 8Q: 3 clusters Score -1963834 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1963956.375000 Penalty: 4771.880371
	Iteration 9Q: 3 clusters Score -1963956 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1964037.500000 Penalty: 4771.880371
	Iteration 10Q: 3 clusters Score -1964038 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1964112.625000 Penalty: 4771.880371
	Iteration 11Q: 3 clusters Score -1964113 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1964151.500000 Penalty: 4771.880371
	Iteration 12Q: 3 clusters Score -1964152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1964182.375000 Penalty: 4771.880371
	Iteration 13Q: 3 clusters Score -1964182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1964221.250000 Penalty: 4771.880371
	Iteration 14Q: 3 clusters Score -1964221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1964249.000000 Penalty: 4771.880371
	Iteration 15Q: 3 clusters Score -1964249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1964270.875000 Penalty: 4771.880371
	Iteration 16Q: 3 clusters Score -1964271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1964299.250000 Penalty: 4771.880371
	Iteration 17Q: 3 clusters Score -1964299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1964309.000000 Penalty: 4771.880371
	Iteration 18Q: 3 clusters Score -1964309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1964326.250000 Penalty: 4771.880371
	Iteration 19Q: 3 clusters Score -1964326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1964348.375000 Penalty: 4771.880371
	Iteration 20F: 3 clusters Score -1964348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1964364.250000 Penalty: 4771.880371
	Iteration 21Q: 3 clusters Score -1964364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1964374.875000 Penalty: 4771.880371
	Iteration 22Q: 3 clusters Score -1964375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1964388.000000 Penalty: 4771.880371
	Iteration 23Q: 3 clusters Score -1964388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1964398.250000 Penalty: 4771.880371
	Iteration 24Q: 3 clusters Score -1964398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1964410.750000 Penalty: 4771.880371
	Iteration 25Q: 3 clusters Score -1964411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1964424.750000 Penalty: 4771.880371
	Iteration 26Q: 3 clusters Score -1964425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1964435.750000 Penalty: 4771.880371
	Iteration 27Q: 3 clusters Score -1964436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1964450.250000 Penalty: 4771.880371
	Iteration 28Q: 3 clusters Score -1964450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1964471.375000 Penalty: 4771.880371
	Iteration 29Q: 3 clusters Score -1964471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1964495.250000 Penalty: 4771.880371
	Iteration 30Q: 3 clusters Score -1964495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1964514.125000 Penalty: 4771.880371
	Iteration 31Q: 3 clusters Score -1964514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1964532.500000 Penalty: 4771.880371
	Iteration 32Q: 3 clusters Score -1964532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1964553.125000 Penalty: 4771.880371
	Iteration 33Q: 3 clusters Score -1964553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1964565.250000 Penalty: 4771.880371
	Iteration 34Q: 3 clusters Score -1964565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1964575.375000 Penalty: 4771.880371
	Iteration 35Q: 3 clusters Score -1964575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1964574.625000 Penalty: 4771.880371
	Iteration 36Q: 3 clusters Score -1964575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1964575.750000 Penalty: 4771.880371
	Iteration 37Q: 3 clusters Score -1964576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1964578.875000 Penalty: 4771.880371
	Iteration 38Q: 3 clusters Score -1964579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1964581.250000 Penalty: 4771.880371
	Iteration 39Q: 3 clusters Score -1964581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1964578.375000 Penalty: 4771.880371
	Iteration 40F: 3 clusters Score -1964578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1964580.250000 Penalty: 4771.880371
	Iteration 41Q: 3 clusters Score -1964580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1964577.750000 Penalty: 4771.880371
	Iteration 42Q: 3 clusters Score -1964578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1964582.250000 Penalty: 4771.880371
	Iteration 43Q: 3 clusters Score -1964582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1964584.250000 Penalty: 4771.880371
	Iteration 44Q: 3 clusters Score -1964584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1964582.125000 Penalty: 4771.880371
	Iteration 45Q: 3 clusters Score -1964582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1964582.125000 Penalty: 4771.880371
	Iteration 46F: 3 clusters Score -1964582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -158440.859375 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -158440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156416.859375 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -156416.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156858.296875 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -156858.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157127.765625 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -157127.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157449.078125 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -157449.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157760.765625 Penalty: 3541.664551
	Iteration 4F: 3 clusters Score -157760.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157916.218750 Penalty: 3541.664551
	Iteration 5F: 3 clusters Score -157916.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -158104.640625 Penalty: 3541.664551
	Iteration 6F: 3 clusters Score -158104.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -158343.531250 Penalty: 3541.664551
	Iteration 7F: 3 clusters Score -158343.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -158494.468750 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -158494.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -158543.156250 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -158543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -158614.250000 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -158614.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -158669.000000 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -158669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -158697.046875 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -158697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -158705.250000 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -158705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -158725.906250 Penalty: 3541.664551
	Iteration 14F: 3 clusters Score -158725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -158763.625000 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -158763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158775.812500 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -158775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158780.906250 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -158780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158780.906250 Penalty: 3541.664551
	Iteration 18F: 3 clusters Score -158780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 19583 members 
Mstep: Class 3 contains 131642 members 
Mstep: Class 4 contains 120543 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232953 members 
Mstep: Class 7 contains 155936 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 107608 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 114516 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 20459 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27886 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 321 members 
Entering Unmasked Estep 
Score: -181104640.000000 Penalty: 112337.296875
Splitting cluster 12 changes total score from -181105920.000000 to -181104640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Entering Unmasked Estep 
Score: -5957813.000000 Penalty: 2651.714844
	Iteration 0F: 2 clusters Score -5957813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5928038.500000 Penalty: 5303.429688
	Iteration 0F: 3 clusters Score -5928038 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5939013.500000 Penalty: 5303.429688
	Iteration 1F: 3 clusters Score -5939014 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5939527.000000 Penalty: 5303.429688
	Iteration 2Q: 3 clusters Score -5939527 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5940107.500000 Penalty: 5303.429688
	Iteration 3Q: 3 clusters Score -5940108 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5940650.500000 Penalty: 5303.429688
	Iteration 4Q: 3 clusters Score -5940650 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5941286.000000 Penalty: 5303.429688
	Iteration 5Q: 3 clusters Score -5941286 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5942044.000000 Penalty: 5303.429688
	Iteration 6Q: 3 clusters Score -5942044 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5942846.000000 Penalty: 5303.429688
	Iteration 7Q: 3 clusters Score -5942846 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -5943730.500000 Penalty: 5303.429688
	Iteration 8Q: 3 clusters Score -5943730 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5944589.000000 Penalty: 5303.429688
	Iteration 9Q: 3 clusters Score -5944589 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5945622.000000 Penalty: 5303.429688
	Iteration 10Q: 3 clusters Score -5945622 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5946780.000000 Penalty: 5303.429688
	Iteration 11Q: 3 clusters Score -5946780 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -5948067.500000 Penalty: 5303.429688
	Iteration 12Q: 3 clusters Score -5948068 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5949489.500000 Penalty: 5303.429688
	Iteration 13F: 3 clusters Score -5949490 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5951030.000000 Penalty: 5303.429688
	Iteration 14F: 3 clusters Score -5951030 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -5952391.000000 Penalty: 5303.429688
	Iteration 15Q: 3 clusters Score -5952391 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5953427.500000 Penalty: 5303.429688
	Iteration 16Q: 3 clusters Score -5953428 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5954111.500000 Penalty: 5303.429688
	Iteration 17Q: 3 clusters Score -5954112 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5954589.500000 Penalty: 5303.429688
	Iteration 18Q: 3 clusters Score -5954590 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5954932.500000 Penalty: 5303.429688
	Iteration 19Q: 3 clusters Score -5954932 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5955169.500000 Penalty: 5303.429688
	Iteration 20F: 3 clusters Score -5955170 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5955306.000000 Penalty: 5303.429688
	Iteration 21Q: 3 clusters Score -5955306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5955401.000000 Penalty: 5303.429688
	Iteration 22Q: 3 clusters Score -5955401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5955443.000000 Penalty: 5303.429688
	Iteration 23Q: 3 clusters Score -5955443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5955474.000000 Penalty: 5303.429688
	Iteration 24Q: 3 clusters Score -5955474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5955493.000000 Penalty: 5303.429688
	Iteration 25Q: 3 clusters Score -5955493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5955508.500000 Penalty: 5303.429688
	Iteration 26Q: 3 clusters Score -5955508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5955516.000000 Penalty: 5303.429688
	Iteration 27Q: 3 clusters Score -5955516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5955531.000000 Penalty: 5303.429688
	Iteration 28Q: 3 clusters Score -5955531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5955543.000000 Penalty: 5303.429688
	Iteration 29Q: 3 clusters Score -5955543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5955561.500000 Penalty: 5303.429688
	Iteration 30Q: 3 clusters Score -5955562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5955568.500000 Penalty: 5303.429688
	Iteration 31Q: 3 clusters Score -5955568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5955579.000000 Penalty: 5303.429688
	Iteration 32Q: 3 clusters Score -5955579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5955578.500000 Penalty: 5303.429688
	Iteration 33Q: 3 clusters Score -5955578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5955586.000000 Penalty: 5303.429688
	Iteration 34Q: 3 clusters Score -5955586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5955590.500000 Penalty: 5303.429688
	Iteration 35Q: 3 clusters Score -5955590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5955586.500000 Penalty: 5303.429688
	Iteration 36Q: 3 clusters Score -5955586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5955587.000000 Penalty: 5303.429688
	Iteration 37Q: 3 clusters Score -5955587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5955586.500000 Penalty: 5303.429688
	Iteration 38Q: 3 clusters Score -5955586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5955585.500000 Penalty: 5303.429688
	Iteration 39Q: 3 clusters Score -5955586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5955583.000000 Penalty: 5303.429688
	Iteration 40F: 3 clusters Score -5955583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5955587.000000 Penalty: 5303.429688
	Iteration 41Q: 3 clusters Score -5955587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5955593.000000 Penalty: 5303.429688
	Iteration 42Q: 3 clusters Score -5955593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5955591.500000 Penalty: 5303.429688
	Iteration 43Q: 3 clusters Score -5955592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5955588.500000 Penalty: 5303.429688
	Iteration 44Q: 3 clusters Score -5955588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5955587.500000 Penalty: 5303.429688
	Iteration 45Q: 3 clusters Score -5955588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5955588.500000 Penalty: 5303.429688
	Iteration 46Q: 3 clusters Score -5955588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5955588.000000 Penalty: 5303.429688
	Iteration 47Q: 3 clusters Score -5955588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5955595.000000 Penalty: 5303.429688
	Iteration 48Q: 3 clusters Score -5955595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5955597.500000 Penalty: 5303.429688
	Iteration 49Q: 3 clusters Score -5955598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5955603.500000 Penalty: 5303.429688
	Iteration 50Q: 3 clusters Score -5955604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5955605.500000 Penalty: 5303.429688
	Iteration 51Q: 3 clusters Score -5955606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5955611.500000 Penalty: 5303.429688
	Iteration 52Q: 3 clusters Score -5955612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5955610.500000 Penalty: 5303.429688
	Iteration 53Q: 3 clusters Score -5955610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5955609.500000 Penalty: 5303.429688
	Iteration 54Q: 3 clusters Score -5955610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5955609.500000 Penalty: 5303.429688
	Iteration 55F: 3 clusters Score -5955610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Entering Unmasked Estep 
Score: -1190545.375000 Penalty: 2257.400391
	Iteration 0F: 2 clusters Score -1190545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1183499.875000 Penalty: 4514.800781
	Iteration 0F: 3 clusters Score -1183500 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1185476.250000 Penalty: 4514.800781
	Iteration 1F: 3 clusters Score -1185476 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1185825.000000 Penalty: 4514.800781
	Iteration 2F: 3 clusters Score -1185825 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1186072.250000 Penalty: 4514.800781
	Iteration 3F: 3 clusters Score -1186072 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1186324.375000 Penalty: 4514.800781
	Iteration 4Q: 3 clusters Score -1186324 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1186612.625000 Penalty: 4514.800781
	Iteration 5F: 3 clusters Score -1186613 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1186865.625000 Penalty: 4514.800781
	Iteration 6Q: 3 clusters Score -1186866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1187133.875000 Penalty: 4514.800781
	Iteration 7Q: 3 clusters Score -1187134 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1187384.500000 Penalty: 4514.800781
	Iteration 8Q: 3 clusters Score -1187384 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1187598.375000 Penalty: 4514.800781
	Iteration 9Q: 3 clusters Score -1187598 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1187776.625000 Penalty: 4514.800781
	Iteration 10Q: 3 clusters Score -1187777 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1187941.250000 Penalty: 4514.800781
	Iteration 11Q: 3 clusters Score -1187941 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1188080.375000 Penalty: 4514.800781
	Iteration 12Q: 3 clusters Score -1188080 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1188185.750000 Penalty: 4514.800781
	Iteration 13Q: 3 clusters Score -1188186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1188267.250000 Penalty: 4514.800781
	Iteration 14Q: 3 clusters Score -1188267 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1188327.000000 Penalty: 4514.800781
	Iteration 15Q: 3 clusters Score -1188327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1188373.375000 Penalty: 4514.800781
	Iteration 16Q: 3 clusters Score -1188373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1188419.875000 Penalty: 4514.800781
	Iteration 17Q: 3 clusters Score -1188420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1188457.625000 Penalty: 4514.800781
	Iteration 18Q: 3 clusters Score -1188458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1188479.125000 Penalty: 4514.800781
	Iteration 19Q: 3 clusters Score -1188479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1188496.000000 Penalty: 4514.800781
	Iteration 20F: 3 clusters Score -1188496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1188511.875000 Penalty: 4514.800781
	Iteration 21Q: 3 clusters Score -1188512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1188524.125000 Penalty: 4514.800781
	Iteration 22Q: 3 clusters Score -1188524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1188538.625000 Penalty: 4514.800781
	Iteration 23Q: 3 clusters Score -1188539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1188548.250000 Penalty: 4514.800781
	Iteration 24Q: 3 clusters Score -1188548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1188556.500000 Penalty: 4514.800781
	Iteration 25Q: 3 clusters Score -1188556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1188558.000000 Penalty: 4514.800781
	Iteration 26Q: 3 clusters Score -1188558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1188562.250000 Penalty: 4514.800781
	Iteration 27Q: 3 clusters Score -1188562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1188566.625000 Penalty: 4514.800781
	Iteration 28Q: 3 clusters Score -1188567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1188568.000000 Penalty: 4514.800781
	Iteration 29Q: 3 clusters Score -1188568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1188566.750000 Penalty: 4514.800781
	Iteration 30Q: 3 clusters Score -1188567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1188571.250000 Penalty: 4514.800781
	Iteration 31Q: 3 clusters Score -1188571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1188571.875000 Penalty: 4514.800781
	Iteration 32Q: 3 clusters Score -1188572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1188572.250000 Penalty: 4514.800781
	Iteration 33Q: 3 clusters Score -1188572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1188574.125000 Penalty: 4514.800781
	Iteration 34Q: 3 clusters Score -1188574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1188576.875000 Penalty: 4514.800781
	Iteration 35Q: 3 clusters Score -1188577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1188575.750000 Penalty: 4514.800781
	Iteration 36Q: 3 clusters Score -1188576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1188575.875000 Penalty: 4514.800781
	Iteration 37Q: 3 clusters Score -1188576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1188576.625000 Penalty: 4514.800781
	Iteration 38Q: 3 clusters Score -1188577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1188577.500000 Penalty: 4514.800781
	Iteration 39Q: 3 clusters Score -1188578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1188578.625000 Penalty: 4514.800781
	Iteration 40F: 3 clusters Score -1188579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1188577.625000 Penalty: 4514.800781
	Iteration 41Q: 3 clusters Score -1188578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1188577.375000 Penalty: 4514.800781
	Iteration 42Q: 3 clusters Score -1188577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1188577.125000 Penalty: 4514.800781
	Iteration 43Q: 3 clusters Score -1188577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1188578.250000 Penalty: 4514.800781
	Iteration 44Q: 3 clusters Score -1188578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1188578.375000 Penalty: 4514.800781
	Iteration 45Q: 3 clusters Score -1188578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1188581.250000 Penalty: 4514.800781
	Iteration 46Q: 3 clusters Score -1188581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1188581.375000 Penalty: 4514.800781
	Iteration 47Q: 3 clusters Score -1188581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1188582.250000 Penalty: 4514.800781
	Iteration 48Q: 3 clusters Score -1188582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1188584.000000 Penalty: 4514.800781
	Iteration 49Q: 3 clusters Score -1188584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1188582.625000 Penalty: 4514.800781
	Iteration 50Q: 3 clusters Score -1188583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1188584.875000 Penalty: 4514.800781
	Iteration 51Q: 3 clusters Score -1188585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1188584.250000 Penalty: 4514.800781
	Iteration 52Q: 3 clusters Score -1188584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1188584.250000 Penalty: 4514.800781
	Iteration 53F: 3 clusters Score -1188584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -561047.625000 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -561047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -556854.562500 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -556854.6 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -558170.625000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -558170.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -558671.187500 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -558671.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -558992.062500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -558992.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -559172.500000 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -559172.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -559292.312500 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -559292.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -559392.187500 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -559392.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -559498.375000 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -559498.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -559598.062500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -559598.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -559669.562500 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -559669.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -559722.312500 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -559722.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -559755.562500 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -559755.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -559778.312500 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -559778.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -559799.687500 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -559799.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -559822.000000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -559822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -559838.375000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -559838.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -559853.562500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -559853.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -559864.062500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -559864.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -559875.812500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -559875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -559896.312500 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -559896.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -559916.187500 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -559916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -559930.312500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -559930.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -559939.125000 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -559939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -559950.062500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -559950.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -559963.437500 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -559963.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -559977.625000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -559977.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -559987.375000 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -559987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -559994.812500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -559994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -559999.812500 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -559999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -560005.062500 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -560005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -560008.062500 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -560008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -560011.062500 Penalty: 4186.395020
	Iteration 31Q: 3 clusters Score -560011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -560014.125000 Penalty: 4186.395020
	Iteration 32Q: 3 clusters Score -560014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -560017.062500 Penalty: 4186.395020
	Iteration 33Q: 3 clusters Score -560017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -560018.937500 Penalty: 4186.395020
	Iteration 34Q: 3 clusters Score -560018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -560020.062500 Penalty: 4186.395020
	Iteration 35Q: 3 clusters Score -560020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -560020.250000 Penalty: 4186.395020
	Iteration 36Q: 3 clusters Score -560020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -560020.687500 Penalty: 4186.395020
	Iteration 37Q: 3 clusters Score -560020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -560024.312500 Penalty: 4186.395020
	Iteration 38Q: 3 clusters Score -560024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -560026.375000 Penalty: 4186.395020
	Iteration 39Q: 3 clusters Score -560026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -560027.375000 Penalty: 4186.395020
	Iteration 40F: 3 clusters Score -560027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -560029.562500 Penalty: 4186.395020
	Iteration 41Q: 3 clusters Score -560029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -560030.687500 Penalty: 4186.395020
	Iteration 42Q: 3 clusters Score -560030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -560032.562500 Penalty: 4186.395020
	Iteration 43Q: 3 clusters Score -560032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -560034.812500 Penalty: 4186.395020
	Iteration 44Q: 3 clusters Score -560034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -560036.937500 Penalty: 4186.395020
	Iteration 45Q: 3 clusters Score -560036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -560037.062500 Penalty: 4186.395020
	Iteration 46Q: 3 clusters Score -560037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -560037.062500 Penalty: 4186.395020
	Iteration 47F: 3 clusters Score -560037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1802024.125000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1802024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1791866.500000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1791866 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1795149.125000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1795149 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1795573.500000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1795574 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1796027.500000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1796028 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1796593.875000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1796594 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1797248.250000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1797248 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1797824.000000 Penalty: 4731.056641
	Iteration 6F: 3 clusters Score -1797824 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1798311.000000 Penalty: 4731.056641
	Iteration 7F: 3 clusters Score -1798311 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1798679.375000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1798679 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1798947.250000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1798947 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1799202.000000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1799202 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1799436.000000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1799436 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1799654.375000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1799654 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1799858.875000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1799859 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1800112.750000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1800113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1800431.875000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1800432 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1800853.125000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1800853 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1801331.250000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1801331 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1801743.875000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1801744 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1802037.125000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1802037 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1802182.375000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1802182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1802224.625000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1802225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1802240.875000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1802241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1802259.625000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1802260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1802266.750000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1802267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1802270.250000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1802270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1802270.000000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1802270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1802271.500000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1802272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1802274.250000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1802274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1802272.000000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1802272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1802273.250000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1802273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1802271.000000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1802271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1802271.625000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1802272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1802271.750000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1802272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1802271.750000 Penalty: 4731.056641
	Iteration 34F: 3 clusters Score -1802272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 19583 members 
Mstep: Class 3 contains 131642 members 
Mstep: Class 4 contains 120543 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232953 members 
Mstep: Class 7 contains 155936 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 107608 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 114516 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 20459 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27886 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 4333 members 
Entering Unmasked Estep 
Score: -181104864.000000 Penalty: 112337.296875
Splitting cluster 16 changes total score from -181105920.000000 to -181104864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -672811.812500 Penalty: 2118.581299
	Iteration 0F: 2 clusters Score -672811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -668222.187500 Penalty: 4237.162598
	Iteration 0F: 3 clusters Score -668222.2 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -669400.062500 Penalty: 4237.162598
	Iteration 1F: 3 clusters Score -669400.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -669665.500000 Penalty: 4237.162598
	Iteration 2F: 3 clusters Score -669665.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -669839.000000 Penalty: 4237.162598
	Iteration 3F: 3 clusters Score -669839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -669988.312500 Penalty: 4237.162598
	Iteration 4Q: 3 clusters Score -669988.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -670144.625000 Penalty: 4237.162598
	Iteration 5Q: 3 clusters Score -670144.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -670316.625000 Penalty: 4237.162598
	Iteration 6Q: 3 clusters Score -670316.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -670468.500000 Penalty: 4237.162598
	Iteration 7Q: 3 clusters Score -670468.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -670586.062500 Penalty: 4237.162598
	Iteration 8Q: 3 clusters Score -670586.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -670677.437500 Penalty: 4237.162598
	Iteration 9Q: 3 clusters Score -670677.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -670749.312500 Penalty: 4237.162598
	Iteration 10Q: 3 clusters Score -670749.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -670813.187500 Penalty: 4237.162598
	Iteration 11Q: 3 clusters Score -670813.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -670867.125000 Penalty: 4237.162598
	Iteration 12Q: 3 clusters Score -670867.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -670919.937500 Penalty: 4237.162598
	Iteration 13Q: 3 clusters Score -670919.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -670962.062500 Penalty: 4237.162598
	Iteration 14Q: 3 clusters Score -670962.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -670997.312500 Penalty: 4237.162598
	Iteration 15Q: 3 clusters Score -670997.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -671029.500000 Penalty: 4237.162598
	Iteration 16Q: 3 clusters Score -671029.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -671049.937500 Penalty: 4237.162598
	Iteration 17Q: 3 clusters Score -671049.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -671069.312500 Penalty: 4237.162598
	Iteration 18Q: 3 clusters Score -671069.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -671080.562500 Penalty: 4237.162598
	Iteration 19Q: 3 clusters Score -671080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -671095.625000 Penalty: 4237.162598
	Iteration 20F: 3 clusters Score -671095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -671105.437500 Penalty: 4237.162598
	Iteration 21Q: 3 clusters Score -671105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -671114.625000 Penalty: 4237.162598
	Iteration 22Q: 3 clusters Score -671114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -671119.687500 Penalty: 4237.162598
	Iteration 23Q: 3 clusters Score -671119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -671124.500000 Penalty: 4237.162598
	Iteration 24Q: 3 clusters Score -671124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -671128.875000 Penalty: 4237.162598
	Iteration 25Q: 3 clusters Score -671128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -671130.437500 Penalty: 4237.162598
	Iteration 26Q: 3 clusters Score -671130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -671134.375000 Penalty: 4237.162598
	Iteration 27Q: 3 clusters Score -671134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -671135.062500 Penalty: 4237.162598
	Iteration 28Q: 3 clusters Score -671135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -671136.875000 Penalty: 4237.162598
	Iteration 29Q: 3 clusters Score -671136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -671141.062500 Penalty: 4237.162598
	Iteration 30Q: 3 clusters Score -671141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -671140.500000 Penalty: 4237.162598
	Iteration 31Q: 3 clusters Score -671140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -671144.187500 Penalty: 4237.162598
	Iteration 32Q: 3 clusters Score -671144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -671145.312500 Penalty: 4237.162598
	Iteration 33Q: 3 clusters Score -671145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -671145.562500 Penalty: 4237.162598
	Iteration 34Q: 3 clusters Score -671145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -671148.625000 Penalty: 4237.162598
	Iteration 35Q: 3 clusters Score -671148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -671148.375000 Penalty: 4237.162598
	Iteration 36Q: 3 clusters Score -671148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -671148.375000 Penalty: 4237.162598
	Iteration 37F: 3 clusters Score -671148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Entering Unmasked Estep 
Score: -13452913.000000 Penalty: 2873.390137
	Iteration 0F: 2 clusters Score -1.345291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -13380877.000000 Penalty: 5746.780273
	Iteration 0F: 3 clusters Score -1.338088e+07 nChanged 51035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -13410383.000000 Penalty: 5746.780273
	Iteration 1F: 3 clusters Score -1.341038e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -13411738.000000 Penalty: 5746.780273
	Iteration 2Q: 3 clusters Score -1.341174e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -13413585.000000 Penalty: 5746.780273
	Iteration 3Q: 3 clusters Score -1.341358e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -13415886.000000 Penalty: 5746.780273
	Iteration 4Q: 3 clusters Score -1.341589e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -13418719.000000 Penalty: 5746.780273
	Iteration 5F: 3 clusters Score -1.341872e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -13422094.000000 Penalty: 5746.780273
	Iteration 6F: 3 clusters Score -1.342209e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -13425647.000000 Penalty: 5746.780273
	Iteration 7F: 3 clusters Score -1.342565e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -13429565.000000 Penalty: 5746.780273
	Iteration 8F: 3 clusters Score -1.342956e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -13433587.000000 Penalty: 5746.780273
	Iteration 9F: 3 clusters Score -1.343359e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -13437083.000000 Penalty: 5746.780273
	Iteration 10Q: 3 clusters Score -1.343708e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -13439514.000000 Penalty: 5746.780273
	Iteration 11Q: 3 clusters Score -1.343951e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -13441075.000000 Penalty: 5746.780273
	Iteration 12Q: 3 clusters Score -1.344108e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -13442182.000000 Penalty: 5746.780273
	Iteration 13Q: 3 clusters Score -1.344218e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -13443197.000000 Penalty: 5746.780273
	Iteration 14Q: 3 clusters Score -1.34432e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -13444038.000000 Penalty: 5746.780273
	Iteration 15Q: 3 clusters Score -1.344404e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -13444863.000000 Penalty: 5746.780273
	Iteration 16Q: 3 clusters Score -1.344486e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -13445629.000000 Penalty: 5746.780273
	Iteration 17Q: 3 clusters Score -1.344563e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -13446399.000000 Penalty: 5746.780273
	Iteration 18Q: 3 clusters Score -1.34464e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -13447139.000000 Penalty: 5746.780273
	Iteration 19Q: 3 clusters Score -1.344714e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -13447787.000000 Penalty: 5746.780273
	Iteration 20F: 3 clusters Score -1.344779e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -13448459.000000 Penalty: 5746.780273
	Iteration 21Q: 3 clusters Score -1.344846e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -13448959.000000 Penalty: 5746.780273
	Iteration 22Q: 3 clusters Score -1.344896e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -13449260.000000 Penalty: 5746.780273
	Iteration 23Q: 3 clusters Score -1.344926e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -13449656.000000 Penalty: 5746.780273
	Iteration 24Q: 3 clusters Score -1.344966e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13450025.000000 Penalty: 5746.780273
	Iteration 25Q: 3 clusters Score -1.345002e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -13450399.000000 Penalty: 5746.780273
	Iteration 26Q: 3 clusters Score -1.34504e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -13450612.000000 Penalty: 5746.780273
	Iteration 27Q: 3 clusters Score -1.345061e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13450830.000000 Penalty: 5746.780273
	Iteration 28Q: 3 clusters Score -1.345083e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -13450946.000000 Penalty: 5746.780273
	Iteration 29Q: 3 clusters Score -1.345095e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13451011.000000 Penalty: 5746.780273
	Iteration 30Q: 3 clusters Score -1.345101e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -13451025.000000 Penalty: 5746.780273
	Iteration 31Q: 3 clusters Score -1.345102e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -13451073.000000 Penalty: 5746.780273
	Iteration 32Q: 3 clusters Score -1.345107e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -13451094.000000 Penalty: 5746.780273
	Iteration 33Q: 3 clusters Score -1.345109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13451112.000000 Penalty: 5746.780273
	Iteration 34Q: 3 clusters Score -1.345111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -13451129.000000 Penalty: 5746.780273
	Iteration 35Q: 3 clusters Score -1.345113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13451120.000000 Penalty: 5746.780273
	Iteration 36Q: 3 clusters Score -1.345112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -13451144.000000 Penalty: 5746.780273
	Iteration 37Q: 3 clusters Score -1.345114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13451142.000000 Penalty: 5746.780273
	Iteration 38Q: 3 clusters Score -1.345114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13451152.000000 Penalty: 5746.780273
	Iteration 39Q: 3 clusters Score -1.345115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13451156.000000 Penalty: 5746.780273
	Iteration 40F: 3 clusters Score -1.345116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13451153.000000 Penalty: 5746.780273
	Iteration 41Q: 3 clusters Score -1.345115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13451160.000000 Penalty: 5746.780273
	Iteration 42Q: 3 clusters Score -1.345116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13451155.000000 Penalty: 5746.780273
	Iteration 43Q: 3 clusters Score -1.345116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13451154.000000 Penalty: 5746.780273
	Iteration 44Q: 3 clusters Score -1.345115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13451156.000000 Penalty: 5746.780273
	Iteration 45Q: 3 clusters Score -1.345116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13451145.000000 Penalty: 5746.780273
	Iteration 46Q: 3 clusters Score -1.345114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105665 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13451148.000000 Penalty: 5746.780273
	Iteration 47Q: 3 clusters Score -1.345115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13451160.000000 Penalty: 5746.780273
	Iteration 48Q: 3 clusters Score -1.345116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13451168.000000 Penalty: 5746.780273
	Iteration 49Q: 3 clusters Score -1.345117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -13451167.000000 Penalty: 5746.780273
	Iteration 50Q: 3 clusters Score -1.345117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13451170.000000 Penalty: 5746.780273
	Iteration 51Q: 3 clusters Score -1.345117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13451173.000000 Penalty: 5746.780273
	Iteration 52Q: 3 clusters Score -1.345117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13451173.000000 Penalty: 5746.780273
	Iteration 53Q: 3 clusters Score -1.345117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -13451161.000000 Penalty: 5746.780273
	Iteration 54Q: 3 clusters Score -1.345116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13451161.000000 Penalty: 5746.780273
	Iteration 55Q: 3 clusters Score -1.345116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13451165.000000 Penalty: 5746.780273
	Iteration 56Q: 3 clusters Score -1.345116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13451162.000000 Penalty: 5746.780273
	Iteration 57Q: 3 clusters Score -1.345116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13451162.000000 Penalty: 5746.780273
	Iteration 58Q: 3 clusters Score -1.345116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13451158.000000 Penalty: 5746.780273
	Iteration 59Q: 3 clusters Score -1.345116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13451159.000000 Penalty: 5746.780273
	Iteration 60F: 3 clusters Score -1.345116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13451168.000000 Penalty: 5746.780273
	Iteration 61Q: 3 clusters Score -1.345117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13451170.000000 Penalty: 5746.780273
	Iteration 62Q: 3 clusters Score -1.345117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13451178.000000 Penalty: 5746.780273
	Iteration 63Q: 3 clusters Score -1.345118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13451168.000000 Penalty: 5746.780273
	Iteration 64Q: 3 clusters Score -1.345117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13451198.000000 Penalty: 5746.780273
	Iteration 65Q: 3 clusters Score -1.34512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -13451200.000000 Penalty: 5746.780273
	Iteration 66Q: 3 clusters Score -1.34512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13451195.000000 Penalty: 5746.780273
	Iteration 67Q: 3 clusters Score -1.34512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13451204.000000 Penalty: 5746.780273
	Iteration 68Q: 3 clusters Score -1.34512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13451197.000000 Penalty: 5746.780273
	Iteration 69Q: 3 clusters Score -1.34512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13451190.000000 Penalty: 5746.780273
	Iteration 70Q: 3 clusters Score -1.345119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13451200.000000 Penalty: 5746.780273
	Iteration 71Q: 3 clusters Score -1.34512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13451219.000000 Penalty: 5746.780273
	Iteration 72Q: 3 clusters Score -1.345122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13451219.000000 Penalty: 5746.780273
	Iteration 73F: 3 clusters Score -1.345122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -400566.781250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -400566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -397160.656250 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -397160.7 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -397916.625000 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -397916.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -398104.031250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -398104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -398196.843750 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -398196.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -398268.687500 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -398268.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -398328.687500 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -398328.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -398386.687500 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -398386.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -398451.000000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -398451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -398512.437500 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -398512.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -398577.437500 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -398577.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -398622.562500 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -398622.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -398664.375000 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -398664.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -398695.781250 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -398695.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -398732.187500 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -398732.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -398760.250000 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -398760.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -398778.781250 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -398778.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -398797.562500 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -398797.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -398816.875000 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -398816.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -398828.906250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -398828.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -398839.562500 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -398839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -398849.531250 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -398849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -398855.156250 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -398855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -398857.093750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -398857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -398859.281250 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -398859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -398861.031250 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -398861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -398861.468750 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -398861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -398862.093750 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -398862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -398862.093750 Penalty: 3999.435059
	Iteration 27F: 3 clusters Score -398862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Entering Unmasked Estep 
Score: -1773357.750000 Penalty: 2350.998535
	Iteration 0F: 2 clusters Score -1773358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1763730.875000 Penalty: 4701.997070
	Iteration 0F: 3 clusters Score -1763731 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1766695.875000 Penalty: 4701.997070
	Iteration 1F: 3 clusters Score -1766696 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1767009.000000 Penalty: 4701.997070
	Iteration 2F: 3 clusters Score -1767009 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1767267.750000 Penalty: 4701.997070
	Iteration 3Q: 3 clusters Score -1767268 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1767475.375000 Penalty: 4701.997070
	Iteration 4Q: 3 clusters Score -1767475 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1767692.250000 Penalty: 4701.997070
	Iteration 5Q: 3 clusters Score -1767692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1767873.750000 Penalty: 4701.997070
	Iteration 6Q: 3 clusters Score -1767874 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1768046.500000 Penalty: 4701.997070
	Iteration 7Q: 3 clusters Score -1768046 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1768165.875000 Penalty: 4701.997070
	Iteration 8Q: 3 clusters Score -1768166 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1768271.125000 Penalty: 4701.997070
	Iteration 9Q: 3 clusters Score -1768271 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1768375.250000 Penalty: 4701.997070
	Iteration 10Q: 3 clusters Score -1768375 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1768469.625000 Penalty: 4701.997070
	Iteration 11Q: 3 clusters Score -1768470 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1768557.500000 Penalty: 4701.997070
	Iteration 12Q: 3 clusters Score -1768558 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1768672.125000 Penalty: 4701.997070
	Iteration 13Q: 3 clusters Score -1768672 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1768775.125000 Penalty: 4701.997070
	Iteration 14Q: 3 clusters Score -1768775 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1768871.375000 Penalty: 4701.997070
	Iteration 15Q: 3 clusters Score -1768871 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1768980.875000 Penalty: 4701.997070
	Iteration 16Q: 3 clusters Score -1768981 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1769146.375000 Penalty: 4701.997070
	Iteration 17Q: 3 clusters Score -1769146 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1769336.125000 Penalty: 4701.997070
	Iteration 18Q: 3 clusters Score -1769336 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1769552.875000 Penalty: 4701.997070
	Iteration 19Q: 3 clusters Score -1769553 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1769808.875000 Penalty: 4701.997070
	Iteration 20F: 3 clusters Score -1769809 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1770071.000000 Penalty: 4701.997070
	Iteration 21Q: 3 clusters Score -1770071 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1770373.625000 Penalty: 4701.997070
	Iteration 22Q: 3 clusters Score -1770374 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1770712.375000 Penalty: 4701.997070
	Iteration 23Q: 3 clusters Score -1770712 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1771041.250000 Penalty: 4701.997070
	Iteration 24Q: 3 clusters Score -1771041 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1771336.625000 Penalty: 4701.997070
	Iteration 25Q: 3 clusters Score -1771337 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1771550.750000 Penalty: 4701.997070
	Iteration 26Q: 3 clusters Score -1771551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1771700.625000 Penalty: 4701.997070
	Iteration 27Q: 3 clusters Score -1771701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1771809.125000 Penalty: 4701.997070
	Iteration 28Q: 3 clusters Score -1771809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1771854.625000 Penalty: 4701.997070
	Iteration 29Q: 3 clusters Score -1771855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1771892.750000 Penalty: 4701.997070
	Iteration 30Q: 3 clusters Score -1771893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1771910.875000 Penalty: 4701.997070
	Iteration 31Q: 3 clusters Score -1771911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1771930.750000 Penalty: 4701.997070
	Iteration 32Q: 3 clusters Score -1771931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1771945.250000 Penalty: 4701.997070
	Iteration 33Q: 3 clusters Score -1771945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1771953.625000 Penalty: 4701.997070
	Iteration 34Q: 3 clusters Score -1771954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1771958.500000 Penalty: 4701.997070
	Iteration 35Q: 3 clusters Score -1771958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1771964.000000 Penalty: 4701.997070
	Iteration 36Q: 3 clusters Score -1771964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1771971.625000 Penalty: 4701.997070
	Iteration 37Q: 3 clusters Score -1771972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1771974.500000 Penalty: 4701.997070
	Iteration 38Q: 3 clusters Score -1771974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1771978.375000 Penalty: 4701.997070
	Iteration 39Q: 3 clusters Score -1771978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1771981.500000 Penalty: 4701.997070
	Iteration 40F: 3 clusters Score -1771982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1771979.625000 Penalty: 4701.997070
	Iteration 41Q: 3 clusters Score -1771980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1771983.500000 Penalty: 4701.997070
	Iteration 42Q: 3 clusters Score -1771984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1771987.750000 Penalty: 4701.997070
	Iteration 43Q: 3 clusters Score -1771988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1771989.125000 Penalty: 4701.997070
	Iteration 44Q: 3 clusters Score -1771989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1771992.125000 Penalty: 4701.997070
	Iteration 45Q: 3 clusters Score -1771992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1771992.500000 Penalty: 4701.997070
	Iteration 46Q: 3 clusters Score -1771992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1771991.375000 Penalty: 4701.997070
	Iteration 47Q: 3 clusters Score -1771991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1771991.375000 Penalty: 4701.997070
	Iteration 48F: 3 clusters Score -1771991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Entering Unmasked Estep 
Score: -15094057.000000 Penalty: 2888.820557
	Iteration 0F: 2 clusters Score -1.509406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -15017963.000000 Penalty: 5777.641113
	Iteration 0F: 3 clusters Score -1.501796e+07 nChanged 54388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -15049941.000000 Penalty: 5777.641113
	Iteration 1F: 3 clusters Score -1.504994e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -15051608.000000 Penalty: 5777.641113
	Iteration 2Q: 3 clusters Score -1.505161e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -15054027.000000 Penalty: 5777.641113
	Iteration 3Q: 3 clusters Score -1.505403e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -15057783.000000 Penalty: 5777.641113
	Iteration 4F: 3 clusters Score -1.505778e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -15063046.000000 Penalty: 5777.641113
	Iteration 5F: 3 clusters Score -1.506305e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -15069333.000000 Penalty: 5777.641113
	Iteration 6F: 3 clusters Score -1.506933e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -15075461.000000 Penalty: 5777.641113
	Iteration 7F: 3 clusters Score -1.507546e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -15080713.000000 Penalty: 5777.641113
	Iteration 8F: 3 clusters Score -1.508071e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -15084643.000000 Penalty: 5777.641113
	Iteration 9Q: 3 clusters Score -1.508464e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -15087292.000000 Penalty: 5777.641113
	Iteration 10Q: 3 clusters Score -1.508729e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -15088962.000000 Penalty: 5777.641113
	Iteration 11Q: 3 clusters Score -1.508896e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -15090115.000000 Penalty: 5777.641113
	Iteration 12Q: 3 clusters Score -1.509012e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -15090750.000000 Penalty: 5777.641113
	Iteration 13Q: 3 clusters Score -1.509075e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -15091135.000000 Penalty: 5777.641113
	Iteration 14Q: 3 clusters Score -1.509114e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -15091358.000000 Penalty: 5777.641113
	Iteration 15Q: 3 clusters Score -1.509136e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -15091506.000000 Penalty: 5777.641113
	Iteration 16Q: 3 clusters Score -1.509151e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -15091609.000000 Penalty: 5777.641113
	Iteration 17Q: 3 clusters Score -1.509161e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -15091707.000000 Penalty: 5777.641113
	Iteration 18Q: 3 clusters Score -1.509171e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -15091778.000000 Penalty: 5777.641113
	Iteration 19Q: 3 clusters Score -1.509178e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -15091817.000000 Penalty: 5777.641113
	Iteration 20F: 3 clusters Score -1.509182e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -15091887.000000 Penalty: 5777.641113
	Iteration 21Q: 3 clusters Score -1.509189e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -15091919.000000 Penalty: 5777.641113
	Iteration 22Q: 3 clusters Score -1.509192e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -15091974.000000 Penalty: 5777.641113
	Iteration 23Q: 3 clusters Score -1.509197e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -15092019.000000 Penalty: 5777.641113
	Iteration 24Q: 3 clusters Score -1.509202e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 112710 members 
Entering Unmasked Estep 
Score: -15092084.000000 Penalty: 5777.641113
	Iteration 25Q: 3 clusters Score -1.509208e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -15092123.000000 Penalty: 5777.641113
	Iteration 26Q: 3 clusters Score -1.509212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 112735 members 
Entering Unmasked Estep 
Score: -15092149.000000 Penalty: 5777.641113
	Iteration 27Q: 3 clusters Score -1.509215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 112739 members 
Entering Unmasked Estep 
Score: -15092176.000000 Penalty: 5777.641113
	Iteration 28Q: 3 clusters Score -1.509218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -15092179.000000 Penalty: 5777.641113
	Iteration 29Q: 3 clusters Score -1.509218e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -15092227.000000 Penalty: 5777.641113
	Iteration 30Q: 3 clusters Score -1.509223e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -15092247.000000 Penalty: 5777.641113
	Iteration 31Q: 3 clusters Score -1.509225e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -15092268.000000 Penalty: 5777.641113
	Iteration 32Q: 3 clusters Score -1.509227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -15092271.000000 Penalty: 5777.641113
	Iteration 33Q: 3 clusters Score -1.509227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -15092283.000000 Penalty: 5777.641113
	Iteration 34Q: 3 clusters Score -1.509228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -15092302.000000 Penalty: 5777.641113
	Iteration 35Q: 3 clusters Score -1.50923e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -15092309.000000 Penalty: 5777.641113
	Iteration 36Q: 3 clusters Score -1.509231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -15092305.000000 Penalty: 5777.641113
	Iteration 37Q: 3 clusters Score -1.50923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -15092315.000000 Penalty: 5777.641113
	Iteration 38Q: 3 clusters Score -1.509232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -15092337.000000 Penalty: 5777.641113
	Iteration 39Q: 3 clusters Score -1.509234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -15092339.000000 Penalty: 5777.641113
	Iteration 40F: 3 clusters Score -1.509234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -15092330.000000 Penalty: 5777.641113
	Iteration 41Q: 3 clusters Score -1.509233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -15092352.000000 Penalty: 5777.641113
	Iteration 42Q: 3 clusters Score -1.509235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -15092358.000000 Penalty: 5777.641113
	Iteration 43Q: 3 clusters Score -1.509236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -15092360.000000 Penalty: 5777.641113
	Iteration 44Q: 3 clusters Score -1.509236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -15092368.000000 Penalty: 5777.641113
	Iteration 45Q: 3 clusters Score -1.509237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -15092364.000000 Penalty: 5777.641113
	Iteration 46Q: 3 clusters Score -1.509236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -15092380.000000 Penalty: 5777.641113
	Iteration 47Q: 3 clusters Score -1.509238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -15092376.000000 Penalty: 5777.641113
	Iteration 48Q: 3 clusters Score -1.509238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -15092372.000000 Penalty: 5777.641113
	Iteration 49Q: 3 clusters Score -1.509237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -15092390.000000 Penalty: 5777.641113
	Iteration 50Q: 3 clusters Score -1.509239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -15092391.000000 Penalty: 5777.641113
	Iteration 51Q: 3 clusters Score -1.509239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -15092408.000000 Penalty: 5777.641113
	Iteration 52Q: 3 clusters Score -1.509241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -15092416.000000 Penalty: 5777.641113
	Iteration 53Q: 3 clusters Score -1.509242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -15092424.000000 Penalty: 5777.641113
	Iteration 54Q: 3 clusters Score -1.509242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -15092417.000000 Penalty: 5777.641113
	Iteration 55Q: 3 clusters Score -1.509242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -15092420.000000 Penalty: 5777.641113
	Iteration 56Q: 3 clusters Score -1.509242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -15092426.000000 Penalty: 5777.641113
	Iteration 57Q: 3 clusters Score -1.509243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -15092446.000000 Penalty: 5777.641113
	Iteration 58Q: 3 clusters Score -1.509245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -15092441.000000 Penalty: 5777.641113
	Iteration 59Q: 3 clusters Score -1.509244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -15092438.000000 Penalty: 5777.641113
	Iteration 60F: 3 clusters Score -1.509244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 112723 members 
Entering Unmasked Estep 
Score: -15092453.000000 Penalty: 5777.641113
	Iteration 61Q: 3 clusters Score -1.509245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
Score: -15092445.000000 Penalty: 5777.641113
	Iteration 62Q: 3 clusters Score -1.509244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -15092432.000000 Penalty: 5777.641113
	Iteration 63Q: 3 clusters Score -1.509243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 112712 members 
Entering Unmasked Estep 
Score: -15092452.000000 Penalty: 5777.641113
	Iteration 64Q: 3 clusters Score -1.509245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -15092435.000000 Penalty: 5777.641113
	Iteration 65Q: 3 clusters Score -1.509244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -15092460.000000 Penalty: 5777.641113
	Iteration 66Q: 3 clusters Score -1.509246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 112715 members 
Entering Unmasked Estep 
Score: -15092468.000000 Penalty: 5777.641113
	Iteration 67Q: 3 clusters Score -1.509247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -15092461.000000 Penalty: 5777.641113
	Iteration 68Q: 3 clusters Score -1.509246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -15092462.000000 Penalty: 5777.641113
	Iteration 69Q: 3 clusters Score -1.509246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -15092466.000000 Penalty: 5777.641113
	Iteration 70Q: 3 clusters Score -1.509247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -15092479.000000 Penalty: 5777.641113
	Iteration 71Q: 3 clusters Score -1.509248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 112729 members 
Entering Unmasked Estep 
Score: -15092485.000000 Penalty: 5777.641113
	Iteration 72Q: 3 clusters Score -1.509248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -15092494.000000 Penalty: 5777.641113
	Iteration 73Q: 3 clusters Score -1.509249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -15092491.000000 Penalty: 5777.641113
	Iteration 74Q: 3 clusters Score -1.509249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 112710 members 
Entering Unmasked Estep 
Score: -15092504.000000 Penalty: 5777.641113
	Iteration 75Q: 3 clusters Score -1.50925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 112706 members 
Entering Unmasked Estep 
Score: -15092507.000000 Penalty: 5777.641113
	Iteration 76Q: 3 clusters Score -1.509251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -15092502.000000 Penalty: 5777.641113
	Iteration 77Q: 3 clusters Score -1.50925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -15092505.000000 Penalty: 5777.641113
	Iteration 78Q: 3 clusters Score -1.50925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -15092507.000000 Penalty: 5777.641113
	Iteration 79Q: 3 clusters Score -1.509251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -15092506.000000 Penalty: 5777.641113
	Iteration 80F: 3 clusters Score -1.509251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 112707 members 
Entering Unmasked Estep 
Score: -15092526.000000 Penalty: 5777.641113
	Iteration 81Q: 3 clusters Score -1.509253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -15092531.000000 Penalty: 5777.641113
	Iteration 82Q: 3 clusters Score -1.509253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -15092541.000000 Penalty: 5777.641113
	Iteration 83Q: 3 clusters Score -1.509254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 112701 members 
Entering Unmasked Estep 
Score: -15092540.000000 Penalty: 5777.641113
	Iteration 84Q: 3 clusters Score -1.509254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -15092532.000000 Penalty: 5777.641113
	Iteration 85Q: 3 clusters Score -1.509253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -15092540.000000 Penalty: 5777.641113
	Iteration 86Q: 3 clusters Score -1.509254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -15092549.000000 Penalty: 5777.641113
	Iteration 87Q: 3 clusters Score -1.509255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 112688 members 
Entering Unmasked Estep 
Score: -15092541.000000 Penalty: 5777.641113
	Iteration 88Q: 3 clusters Score -1.509254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -15092554.000000 Penalty: 5777.641113
	Iteration 89Q: 3 clusters Score -1.509255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -15092550.000000 Penalty: 5777.641113
	Iteration 90Q: 3 clusters Score -1.509255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -15092553.000000 Penalty: 5777.641113
	Iteration 91Q: 3 clusters Score -1.509255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -15092560.000000 Penalty: 5777.641113
	Iteration 92Q: 3 clusters Score -1.509256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 112676 members 
Entering Unmasked Estep 
Score: -15092561.000000 Penalty: 5777.641113
	Iteration 93Q: 3 clusters Score -1.509256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -15092572.000000 Penalty: 5777.641113
	Iteration 94Q: 3 clusters Score -1.509257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -15092556.000000 Penalty: 5777.641113
	Iteration 95Q: 3 clusters Score -1.509256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -15092556.000000 Penalty: 5777.641113
	Iteration 96Q: 3 clusters Score -1.509256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -15092548.000000 Penalty: 5777.641113
	Iteration 97Q: 3 clusters Score -1.509255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -15092550.000000 Penalty: 5777.641113
	Iteration 98Q: 3 clusters Score -1.509255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 112659 members 
Entering Unmasked Estep 
Score: -15092544.000000 Penalty: 5777.641113
	Iteration 99Q: 3 clusters Score -1.509254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 112656 members 
Entering Unmasked Estep 
Score: -15092536.000000 Penalty: 5777.641113
	Iteration 100F: 3 clusters Score -1.509254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 112656 members 
Entering Unmasked Estep 
Score: -15092545.000000 Penalty: 5777.641113
	Iteration 101Q: 3 clusters Score -1.509254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -15092550.000000 Penalty: 5777.641113
	Iteration 102Q: 3 clusters Score -1.509255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -15092555.000000 Penalty: 5777.641113
	Iteration 103Q: 3 clusters Score -1.509256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -15092556.000000 Penalty: 5777.641113
	Iteration 104Q: 3 clusters Score -1.509256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -15092558.000000 Penalty: 5777.641113
	Iteration 105Q: 3 clusters Score -1.509256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -15092551.000000 Penalty: 5777.641113
	Iteration 106Q: 3 clusters Score -1.509255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -15092572.000000 Penalty: 5777.641113
	Iteration 107Q: 3 clusters Score -1.509257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 112641 members 
Entering Unmasked Estep 
Score: -15092565.000000 Penalty: 5777.641113
	Iteration 108Q: 3 clusters Score -1.509256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -15092558.000000 Penalty: 5777.641113
	Iteration 109Q: 3 clusters Score -1.509256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -15092558.000000 Penalty: 5777.641113
	Iteration 110F: 3 clusters Score -1.509256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1277486.625000 Penalty: 2294.771973
	Iteration 0F: 2 clusters Score -1277487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1269509.375000 Penalty: 4589.543945
	Iteration 0F: 3 clusters Score -1269509 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1272103.500000 Penalty: 4589.543945
	Iteration 1F: 3 clusters Score -1272104 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1272832.375000 Penalty: 4589.543945
	Iteration 2F: 3 clusters Score -1272832 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1273679.500000 Penalty: 4589.543945
	Iteration 3F: 3 clusters Score -1273680 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1274329.750000 Penalty: 4589.543945
	Iteration 4F: 3 clusters Score -1274330 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1274859.125000 Penalty: 4589.543945
	Iteration 5F: 3 clusters Score -1274859 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1275271.125000 Penalty: 4589.543945
	Iteration 6Q: 3 clusters Score -1275271 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1275609.750000 Penalty: 4589.543945
	Iteration 7Q: 3 clusters Score -1275610 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1275841.875000 Penalty: 4589.543945
	Iteration 8Q: 3 clusters Score -1275842 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1276034.250000 Penalty: 4589.543945
	Iteration 9Q: 3 clusters Score -1276034 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1276166.625000 Penalty: 4589.543945
	Iteration 10Q: 3 clusters Score -1276167 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1276258.250000 Penalty: 4589.543945
	Iteration 11Q: 3 clusters Score -1276258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1276309.250000 Penalty: 4589.543945
	Iteration 12Q: 3 clusters Score -1276309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1276348.875000 Penalty: 4589.543945
	Iteration 13Q: 3 clusters Score -1276349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1276379.625000 Penalty: 4589.543945
	Iteration 14Q: 3 clusters Score -1276380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1276410.750000 Penalty: 4589.543945
	Iteration 15Q: 3 clusters Score -1276411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1276441.750000 Penalty: 4589.543945
	Iteration 16Q: 3 clusters Score -1276442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1276474.125000 Penalty: 4589.543945
	Iteration 17Q: 3 clusters Score -1276474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1276511.125000 Penalty: 4589.543945
	Iteration 18Q: 3 clusters Score -1276511 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1276536.375000 Penalty: 4589.543945
	Iteration 19Q: 3 clusters Score -1276536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1276563.000000 Penalty: 4589.543945
	Iteration 20F: 3 clusters Score -1276563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1276593.500000 Penalty: 4589.543945
	Iteration 21Q: 3 clusters Score -1276594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1276636.000000 Penalty: 4589.543945
	Iteration 22Q: 3 clusters Score -1276636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1276703.375000 Penalty: 4589.543945
	Iteration 23Q: 3 clusters Score -1276703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1276783.875000 Penalty: 4589.543945
	Iteration 24Q: 3 clusters Score -1276784 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1276936.500000 Penalty: 4589.543945
	Iteration 25Q: 3 clusters Score -1276936 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1277060.000000 Penalty: 4589.543945
	Iteration 26Q: 3 clusters Score -1277060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1277119.625000 Penalty: 4589.543945
	Iteration 27Q: 3 clusters Score -1277120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1277148.500000 Penalty: 4589.543945
	Iteration 28Q: 3 clusters Score -1277148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1277166.375000 Penalty: 4589.543945
	Iteration 29Q: 3 clusters Score -1277166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1277172.625000 Penalty: 4589.543945
	Iteration 30Q: 3 clusters Score -1277173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1277184.000000 Penalty: 4589.543945
	Iteration 31Q: 3 clusters Score -1277184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1277185.375000 Penalty: 4589.543945
	Iteration 32Q: 3 clusters Score -1277185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1277187.625000 Penalty: 4589.543945
	Iteration 33Q: 3 clusters Score -1277188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1277192.000000 Penalty: 4589.543945
	Iteration 34Q: 3 clusters Score -1277192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1277193.000000 Penalty: 4589.543945
	Iteration 35Q: 3 clusters Score -1277193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1277197.125000 Penalty: 4589.543945
	Iteration 36Q: 3 clusters Score -1277197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1277197.000000 Penalty: 4589.543945
	Iteration 37Q: 3 clusters Score -1277197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1277196.375000 Penalty: 4589.543945
	Iteration 38Q: 3 clusters Score -1277196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1277196.375000 Penalty: 4589.543945
	Iteration 39F: 3 clusters Score -1277196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Entering Unmasked Estep 
Score: -2687142.500000 Penalty: 2472.936768
	Iteration 0F: 2 clusters Score -2687142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2672197.000000 Penalty: 4945.873535
	Iteration 0F: 3 clusters Score -2672197 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2677625.250000 Penalty: 4945.873535
	Iteration 1F: 3 clusters Score -2677625 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2678331.000000 Penalty: 4945.873535
	Iteration 2F: 3 clusters Score -2678331 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2678999.750000 Penalty: 4945.873535
	Iteration 3F: 3 clusters Score -2679000 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2679701.500000 Penalty: 4945.873535
	Iteration 4F: 3 clusters Score -2679702 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2680484.250000 Penalty: 4945.873535
	Iteration 5F: 3 clusters Score -2680484 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2681243.250000 Penalty: 4945.873535
	Iteration 6F: 3 clusters Score -2681243 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2681932.750000 Penalty: 4945.873535
	Iteration 7Q: 3 clusters Score -2681933 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2682541.500000 Penalty: 4945.873535
	Iteration 8Q: 3 clusters Score -2682542 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2683015.000000 Penalty: 4945.873535
	Iteration 9Q: 3 clusters Score -2683015 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2683378.250000 Penalty: 4945.873535
	Iteration 10Q: 3 clusters Score -2683378 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2683641.000000 Penalty: 4945.873535
	Iteration 11Q: 3 clusters Score -2683641 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2683823.250000 Penalty: 4945.873535
	Iteration 12Q: 3 clusters Score -2683823 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2683977.250000 Penalty: 4945.873535
	Iteration 13Q: 3 clusters Score -2683977 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2684097.750000 Penalty: 4945.873535
	Iteration 14Q: 3 clusters Score -2684098 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2684199.250000 Penalty: 4945.873535
	Iteration 15Q: 3 clusters Score -2684199 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2684288.250000 Penalty: 4945.873535
	Iteration 16Q: 3 clusters Score -2684288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2684369.750000 Penalty: 4945.873535
	Iteration 17Q: 3 clusters Score -2684370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2684433.500000 Penalty: 4945.873535
	Iteration 18Q: 3 clusters Score -2684434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2684505.000000 Penalty: 4945.873535
	Iteration 19Q: 3 clusters Score -2684505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2684561.000000 Penalty: 4945.873535
	Iteration 20F: 3 clusters Score -2684561 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2684604.750000 Penalty: 4945.873535
	Iteration 21Q: 3 clusters Score -2684605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2684647.250000 Penalty: 4945.873535
	Iteration 22Q: 3 clusters Score -2684647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2684698.000000 Penalty: 4945.873535
	Iteration 23Q: 3 clusters Score -2684698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2684746.250000 Penalty: 4945.873535
	Iteration 24Q: 3 clusters Score -2684746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2684780.500000 Penalty: 4945.873535
	Iteration 25Q: 3 clusters Score -2684780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2684819.500000 Penalty: 4945.873535
	Iteration 26Q: 3 clusters Score -2684820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2684849.250000 Penalty: 4945.873535
	Iteration 27Q: 3 clusters Score -2684849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2684875.750000 Penalty: 4945.873535
	Iteration 28Q: 3 clusters Score -2684876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2684891.750000 Penalty: 4945.873535
	Iteration 29Q: 3 clusters Score -2684892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2684917.250000 Penalty: 4945.873535
	Iteration 30Q: 3 clusters Score -2684917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2684942.000000 Penalty: 4945.873535
	Iteration 31Q: 3 clusters Score -2684942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2684967.250000 Penalty: 4945.873535
	Iteration 32Q: 3 clusters Score -2684967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2684992.000000 Penalty: 4945.873535
	Iteration 33Q: 3 clusters Score -2684992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2685003.750000 Penalty: 4945.873535
	Iteration 34Q: 3 clusters Score -2685004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2685020.500000 Penalty: 4945.873535
	Iteration 35Q: 3 clusters Score -2685020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2685033.500000 Penalty: 4945.873535
	Iteration 36Q: 3 clusters Score -2685034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2685045.250000 Penalty: 4945.873535
	Iteration 37Q: 3 clusters Score -2685045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2685048.500000 Penalty: 4945.873535
	Iteration 38Q: 3 clusters Score -2685048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2685049.250000 Penalty: 4945.873535
	Iteration 39Q: 3 clusters Score -2685049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2685052.250000 Penalty: 4945.873535
	Iteration 40F: 3 clusters Score -2685052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2685056.500000 Penalty: 4945.873535
	Iteration 41Q: 3 clusters Score -2685056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2685056.500000 Penalty: 4945.873535
	Iteration 42Q: 3 clusters Score -2685056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2685057.000000 Penalty: 4945.873535
	Iteration 43Q: 3 clusters Score -2685057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2685057.250000 Penalty: 4945.873535
	Iteration 44Q: 3 clusters Score -2685057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2685062.500000 Penalty: 4945.873535
	Iteration 45Q: 3 clusters Score -2685062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2685066.500000 Penalty: 4945.873535
	Iteration 46Q: 3 clusters Score -2685066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2685072.500000 Penalty: 4945.873535
	Iteration 47Q: 3 clusters Score -2685072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2685074.500000 Penalty: 4945.873535
	Iteration 48Q: 3 clusters Score -2685074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2685076.000000 Penalty: 4945.873535
	Iteration 49Q: 3 clusters Score -2685076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2685073.750000 Penalty: 4945.873535
	Iteration 50Q: 3 clusters Score -2685074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2685079.000000 Penalty: 4945.873535
	Iteration 51Q: 3 clusters Score -2685079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2685078.500000 Penalty: 4945.873535
	Iteration 52Q: 3 clusters Score -2685078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2685079.500000 Penalty: 4945.873535
	Iteration 53Q: 3 clusters Score -2685080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2685077.500000 Penalty: 4945.873535
	Iteration 54Q: 3 clusters Score -2685078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2685079.750000 Penalty: 4945.873535
	Iteration 55Q: 3 clusters Score -2685080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2685078.500000 Penalty: 4945.873535
	Iteration 56Q: 3 clusters Score -2685078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2685082.000000 Penalty: 4945.873535
	Iteration 57Q: 3 clusters Score -2685082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2685082.000000 Penalty: 4945.873535
	Iteration 58F: 3 clusters Score -2685082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Entering Unmasked Estep 
Score: -2770370.500000 Penalty: 2461.692139
	Iteration 0F: 2 clusters Score -2770370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2755887.250000 Penalty: 4923.384277
	Iteration 0F: 3 clusters Score -2755887 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2760770.000000 Penalty: 4923.384277
	Iteration 1F: 3 clusters Score -2760770 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2761233.500000 Penalty: 4923.384277
	Iteration 2F: 3 clusters Score -2761234 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2761612.000000 Penalty: 4923.384277
	Iteration 3Q: 3 clusters Score -2761612 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2761966.750000 Penalty: 4923.384277
	Iteration 4Q: 3 clusters Score -2761967 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2762362.500000 Penalty: 4923.384277
	Iteration 5Q: 3 clusters Score -2762362 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2762844.750000 Penalty: 4923.384277
	Iteration 6Q: 3 clusters Score -2762845 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2763491.750000 Penalty: 4923.384277
	Iteration 7F: 3 clusters Score -2763492 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2764265.500000 Penalty: 4923.384277
	Iteration 8F: 3 clusters Score -2764266 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2765157.750000 Penalty: 4923.384277
	Iteration 9F: 3 clusters Score -2765158 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2766010.250000 Penalty: 4923.384277
	Iteration 10F: 3 clusters Score -2766010 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2766700.000000 Penalty: 4923.384277
	Iteration 11Q: 3 clusters Score -2766700 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2767221.500000 Penalty: 4923.384277
	Iteration 12Q: 3 clusters Score -2767222 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2767575.500000 Penalty: 4923.384277
	Iteration 13Q: 3 clusters Score -2767576 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2767787.250000 Penalty: 4923.384277
	Iteration 14Q: 3 clusters Score -2767787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2767899.500000 Penalty: 4923.384277
	Iteration 15Q: 3 clusters Score -2767900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2767989.750000 Penalty: 4923.384277
	Iteration 16Q: 3 clusters Score -2767990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2768029.250000 Penalty: 4923.384277
	Iteration 17Q: 3 clusters Score -2768029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2768073.500000 Penalty: 4923.384277
	Iteration 18Q: 3 clusters Score -2768074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2768106.500000 Penalty: 4923.384277
	Iteration 19Q: 3 clusters Score -2768106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2768133.750000 Penalty: 4923.384277
	Iteration 20F: 3 clusters Score -2768134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2768145.000000 Penalty: 4923.384277
	Iteration 21Q: 3 clusters Score -2768145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2768150.750000 Penalty: 4923.384277
	Iteration 22Q: 3 clusters Score -2768151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2768154.250000 Penalty: 4923.384277
	Iteration 23Q: 3 clusters Score -2768154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2768163.750000 Penalty: 4923.384277
	Iteration 24Q: 3 clusters Score -2768164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2768175.250000 Penalty: 4923.384277
	Iteration 25Q: 3 clusters Score -2768175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2768185.000000 Penalty: 4923.384277
	Iteration 26Q: 3 clusters Score -2768185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2768196.500000 Penalty: 4923.384277
	Iteration 27Q: 3 clusters Score -2768196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2768209.750000 Penalty: 4923.384277
	Iteration 28Q: 3 clusters Score -2768210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2768216.250000 Penalty: 4923.384277
	Iteration 29Q: 3 clusters Score -2768216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2768226.250000 Penalty: 4923.384277
	Iteration 30Q: 3 clusters Score -2768226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2768222.750000 Penalty: 4923.384277
	Iteration 31Q: 3 clusters Score -2768223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2768222.500000 Penalty: 4923.384277
	Iteration 32Q: 3 clusters Score -2768222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2768227.750000 Penalty: 4923.384277
	Iteration 33Q: 3 clusters Score -2768228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2768231.500000 Penalty: 4923.384277
	Iteration 34Q: 3 clusters Score -2768232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2768236.000000 Penalty: 4923.384277
	Iteration 35Q: 3 clusters Score -2768236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2768233.500000 Penalty: 4923.384277
	Iteration 36Q: 3 clusters Score -2768234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2768236.750000 Penalty: 4923.384277
	Iteration 37Q: 3 clusters Score -2768237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2768242.500000 Penalty: 4923.384277
	Iteration 38Q: 3 clusters Score -2768242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2768246.000000 Penalty: 4923.384277
	Iteration 39Q: 3 clusters Score -2768246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2768244.750000 Penalty: 4923.384277
	Iteration 40F: 3 clusters Score -2768245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2768247.750000 Penalty: 4923.384277
	Iteration 41Q: 3 clusters Score -2768248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2768248.500000 Penalty: 4923.384277
	Iteration 42Q: 3 clusters Score -2768248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2768250.000000 Penalty: 4923.384277
	Iteration 43Q: 3 clusters Score -2768250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2768250.750000 Penalty: 4923.384277
	Iteration 44Q: 3 clusters Score -2768251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2768250.250000 Penalty: 4923.384277
	Iteration 45Q: 3 clusters Score -2768250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2768251.000000 Penalty: 4923.384277
	Iteration 46Q: 3 clusters Score -2768251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2768249.000000 Penalty: 4923.384277
	Iteration 47Q: 3 clusters Score -2768249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2768252.500000 Penalty: 4923.384277
	Iteration 48Q: 3 clusters Score -2768252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2768253.750000 Penalty: 4923.384277
	Iteration 49Q: 3 clusters Score -2768254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2768253.000000 Penalty: 4923.384277
	Iteration 50Q: 3 clusters Score -2768253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2768253.500000 Penalty: 4923.384277
	Iteration 51Q: 3 clusters Score -2768254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2768253.500000 Penalty: 4923.384277
	Iteration 52F: 3 clusters Score -2768254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -108933.367188 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -108933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107131.375000 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -107131.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107374.117188 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -107374.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107460.937500 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -107460.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107500.171875 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -107500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107514.281250 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -107514.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107523.554688 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -107523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107527.859375 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -107527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107527.859375 Penalty: 3352.014893
	Iteration 7F: 3 clusters Score -107527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Entering Unmasked Estep 
Score: -2127532.250000 Penalty: 2404.112061
	Iteration 0F: 2 clusters Score -2127532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2115786.500000 Penalty: 4808.224121
	Iteration 0F: 3 clusters Score -2115786 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2119610.750000 Penalty: 4808.224121
	Iteration 1F: 3 clusters Score -2119611 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2120073.000000 Penalty: 4808.224121
	Iteration 2F: 3 clusters Score -2120073 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2120494.500000 Penalty: 4808.224121
	Iteration 3F: 3 clusters Score -2120494 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2120916.750000 Penalty: 4808.224121
	Iteration 4F: 3 clusters Score -2120917 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2121349.250000 Penalty: 4808.224121
	Iteration 5Q: 3 clusters Score -2121349 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2121735.250000 Penalty: 4808.224121
	Iteration 6Q: 3 clusters Score -2121735 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2122101.750000 Penalty: 4808.224121
	Iteration 7Q: 3 clusters Score -2122102 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2122470.000000 Penalty: 4808.224121
	Iteration 8Q: 3 clusters Score -2122470 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2122849.500000 Penalty: 4808.224121
	Iteration 9Q: 3 clusters Score -2122850 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2123205.750000 Penalty: 4808.224121
	Iteration 10Q: 3 clusters Score -2123206 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2123562.000000 Penalty: 4808.224121
	Iteration 11Q: 3 clusters Score -2123562 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2123878.750000 Penalty: 4808.224121
	Iteration 12Q: 3 clusters Score -2123879 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2124105.000000 Penalty: 4808.224121
	Iteration 13Q: 3 clusters Score -2124105 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2124309.250000 Penalty: 4808.224121
	Iteration 14Q: 3 clusters Score -2124309 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2124501.000000 Penalty: 4808.224121
	Iteration 15Q: 3 clusters Score -2124501 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2124665.500000 Penalty: 4808.224121
	Iteration 16Q: 3 clusters Score -2124666 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2124792.000000 Penalty: 4808.224121
	Iteration 17Q: 3 clusters Score -2124792 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2124916.500000 Penalty: 4808.224121
	Iteration 18Q: 3 clusters Score -2124916 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2125022.000000 Penalty: 4808.224121
	Iteration 19Q: 3 clusters Score -2125022 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2125161.750000 Penalty: 4808.224121
	Iteration 20F: 3 clusters Score -2125162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2125298.250000 Penalty: 4808.224121
	Iteration 21Q: 3 clusters Score -2125298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2125459.750000 Penalty: 4808.224121
	Iteration 22Q: 3 clusters Score -2125460 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2125581.750000 Penalty: 4808.224121
	Iteration 23Q: 3 clusters Score -2125582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2125651.000000 Penalty: 4808.224121
	Iteration 24Q: 3 clusters Score -2125651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2125693.750000 Penalty: 4808.224121
	Iteration 25Q: 3 clusters Score -2125694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2125725.500000 Penalty: 4808.224121
	Iteration 26Q: 3 clusters Score -2125726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2125754.000000 Penalty: 4808.224121
	Iteration 27Q: 3 clusters Score -2125754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2125774.000000 Penalty: 4808.224121
	Iteration 28Q: 3 clusters Score -2125774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2125782.000000 Penalty: 4808.224121
	Iteration 29Q: 3 clusters Score -2125782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2125796.000000 Penalty: 4808.224121
	Iteration 30Q: 3 clusters Score -2125796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2125803.750000 Penalty: 4808.224121
	Iteration 31Q: 3 clusters Score -2125804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2125815.250000 Penalty: 4808.224121
	Iteration 32Q: 3 clusters Score -2125815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2125820.500000 Penalty: 4808.224121
	Iteration 33Q: 3 clusters Score -2125820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2125827.750000 Penalty: 4808.224121
	Iteration 34Q: 3 clusters Score -2125828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2125832.500000 Penalty: 4808.224121
	Iteration 35Q: 3 clusters Score -2125832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2125839.250000 Penalty: 4808.224121
	Iteration 36Q: 3 clusters Score -2125839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2125844.500000 Penalty: 4808.224121
	Iteration 37Q: 3 clusters Score -2125844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2125846.750000 Penalty: 4808.224121
	Iteration 38Q: 3 clusters Score -2125847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2125846.000000 Penalty: 4808.224121
	Iteration 39Q: 3 clusters Score -2125846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2125847.000000 Penalty: 4808.224121
	Iteration 40F: 3 clusters Score -2125847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2125848.500000 Penalty: 4808.224121
	Iteration 41Q: 3 clusters Score -2125848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2125852.500000 Penalty: 4808.224121
	Iteration 42Q: 3 clusters Score -2125852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2125854.500000 Penalty: 4808.224121
	Iteration 43Q: 3 clusters Score -2125854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2125853.250000 Penalty: 4808.224121
	Iteration 44Q: 3 clusters Score -2125853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2125853.500000 Penalty: 4808.224121
	Iteration 45Q: 3 clusters Score -2125854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2125853.750000 Penalty: 4808.224121
	Iteration 46Q: 3 clusters Score -2125854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2125857.000000 Penalty: 4808.224121
	Iteration 47Q: 3 clusters Score -2125857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2125853.250000 Penalty: 4808.224121
	Iteration 48Q: 3 clusters Score -2125853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2125854.750000 Penalty: 4808.224121
	Iteration 49Q: 3 clusters Score -2125855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2125854.750000 Penalty: 4808.224121
	Iteration 50Q: 3 clusters Score -2125855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2125858.500000 Penalty: 4808.224121
	Iteration 51Q: 3 clusters Score -2125858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2125857.500000 Penalty: 4808.224121
	Iteration 52Q: 3 clusters Score -2125858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2125856.250000 Penalty: 4808.224121
	Iteration 53Q: 3 clusters Score -2125856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2125856.250000 Penalty: 4808.224121
	Iteration 54Q: 3 clusters Score -2125856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2125854.250000 Penalty: 4808.224121
	Iteration 55Q: 3 clusters Score -2125854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2125857.250000 Penalty: 4808.224121
	Iteration 56Q: 3 clusters Score -2125857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2125857.500000 Penalty: 4808.224121
	Iteration 57Q: 3 clusters Score -2125858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2125856.250000 Penalty: 4808.224121
	Iteration 58Q: 3 clusters Score -2125856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2125856.750000 Penalty: 4808.224121
	Iteration 59Q: 3 clusters Score -2125857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2125855.250000 Penalty: 4808.224121
	Iteration 60F: 3 clusters Score -2125855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2125854.500000 Penalty: 4808.224121
	Iteration 61Q: 3 clusters Score -2125854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2125855.250000 Penalty: 4808.224121
	Iteration 62Q: 3 clusters Score -2125855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2125857.750000 Penalty: 4808.224121
	Iteration 63Q: 3 clusters Score -2125858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2125857.750000 Penalty: 4808.224121
	Iteration 64F: 3 clusters Score -2125858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Entering Unmasked Estep 
Score: -2381149.000000 Penalty: 2432.184814
	Iteration 0F: 2 clusters Score -2381149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2368196.500000 Penalty: 4864.369629
	Iteration 0F: 3 clusters Score -2368196 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2372380.000000 Penalty: 4864.369629
	Iteration 1F: 3 clusters Score -2372380 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2372893.750000 Penalty: 4864.369629
	Iteration 2F: 3 clusters Score -2372894 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2373422.750000 Penalty: 4864.369629
	Iteration 3F: 3 clusters Score -2373423 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2374110.000000 Penalty: 4864.369629
	Iteration 4F: 3 clusters Score -2374110 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2375051.750000 Penalty: 4864.369629
	Iteration 5F: 3 clusters Score -2375052 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2376284.750000 Penalty: 4864.369629
	Iteration 6F: 3 clusters Score -2376285 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2377655.250000 Penalty: 4864.369629
	Iteration 7F: 3 clusters Score -2377655 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2378832.500000 Penalty: 4864.369629
	Iteration 8F: 3 clusters Score -2378832 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2379552.500000 Penalty: 4864.369629
	Iteration 9F: 3 clusters Score -2379552 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2379885.750000 Penalty: 4864.369629
	Iteration 10Q: 3 clusters Score -2379886 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2380007.000000 Penalty: 4864.369629
	Iteration 11Q: 3 clusters Score -2380007 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2380074.000000 Penalty: 4864.369629
	Iteration 12Q: 3 clusters Score -2380074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2380104.500000 Penalty: 4864.369629
	Iteration 13Q: 3 clusters Score -2380104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2380146.000000 Penalty: 4864.369629
	Iteration 14Q: 3 clusters Score -2380146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2380166.250000 Penalty: 4864.369629
	Iteration 15Q: 3 clusters Score -2380166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2380171.250000 Penalty: 4864.369629
	Iteration 16Q: 3 clusters Score -2380171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2380189.750000 Penalty: 4864.369629
	Iteration 17Q: 3 clusters Score -2380190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2380202.750000 Penalty: 4864.369629
	Iteration 18Q: 3 clusters Score -2380203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2380205.750000 Penalty: 4864.369629
	Iteration 19Q: 3 clusters Score -2380206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2380217.500000 Penalty: 4864.369629
	Iteration 20F: 3 clusters Score -2380218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2380222.500000 Penalty: 4864.369629
	Iteration 21Q: 3 clusters Score -2380222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2380228.250000 Penalty: 4864.369629
	Iteration 22Q: 3 clusters Score -2380228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2380232.750000 Penalty: 4864.369629
	Iteration 23Q: 3 clusters Score -2380233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2380243.000000 Penalty: 4864.369629
	Iteration 24Q: 3 clusters Score -2380243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2380239.500000 Penalty: 4864.369629
	Iteration 25Q: 3 clusters Score -2380240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2380246.500000 Penalty: 4864.369629
	Iteration 26Q: 3 clusters Score -2380246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2380249.000000 Penalty: 4864.369629
	Iteration 27Q: 3 clusters Score -2380249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2380252.750000 Penalty: 4864.369629
	Iteration 28Q: 3 clusters Score -2380253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2380256.250000 Penalty: 4864.369629
	Iteration 29Q: 3 clusters Score -2380256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2380258.500000 Penalty: 4864.369629
	Iteration 30Q: 3 clusters Score -2380258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2380252.500000 Penalty: 4864.369629
	Iteration 31Q: 3 clusters Score -2380252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2380252.250000 Penalty: 4864.369629
	Iteration 32Q: 3 clusters Score -2380252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2380256.250000 Penalty: 4864.369629
	Iteration 33Q: 3 clusters Score -2380256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2380254.500000 Penalty: 4864.369629
	Iteration 34Q: 3 clusters Score -2380254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2380263.500000 Penalty: 4864.369629
	Iteration 35Q: 3 clusters Score -2380264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2380258.750000 Penalty: 4864.369629
	Iteration 36Q: 3 clusters Score -2380259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2380259.750000 Penalty: 4864.369629
	Iteration 37Q: 3 clusters Score -2380260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2380267.500000 Penalty: 4864.369629
	Iteration 38Q: 3 clusters Score -2380268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2380277.250000 Penalty: 4864.369629
	Iteration 39Q: 3 clusters Score -2380277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2380280.500000 Penalty: 4864.369629
	Iteration 40F: 3 clusters Score -2380280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2380282.000000 Penalty: 4864.369629
	Iteration 41Q: 3 clusters Score -2380282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2380279.250000 Penalty: 4864.369629
	Iteration 42Q: 3 clusters Score -2380279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2380282.250000 Penalty: 4864.369629
	Iteration 43Q: 3 clusters Score -2380282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2380282.250000 Penalty: 4864.369629
	Iteration 44Q: 3 clusters Score -2380282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2380277.250000 Penalty: 4864.369629
	Iteration 45Q: 3 clusters Score -2380277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2380280.500000 Penalty: 4864.369629
	Iteration 46Q: 3 clusters Score -2380280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2380282.750000 Penalty: 4864.369629
	Iteration 47Q: 3 clusters Score -2380283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2380288.500000 Penalty: 4864.369629
	Iteration 48Q: 3 clusters Score -2380288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2380290.250000 Penalty: 4864.369629
	Iteration 49Q: 3 clusters Score -2380290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2380283.500000 Penalty: 4864.369629
	Iteration 50Q: 3 clusters Score -2380284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2380285.500000 Penalty: 4864.369629
	Iteration 51Q: 3 clusters Score -2380286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2380289.250000 Penalty: 4864.369629
	Iteration 52Q: 3 clusters Score -2380289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2380293.750000 Penalty: 4864.369629
	Iteration 53Q: 3 clusters Score -2380294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2380291.000000 Penalty: 4864.369629
	Iteration 54Q: 3 clusters Score -2380291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2380293.750000 Penalty: 4864.369629
	Iteration 55Q: 3 clusters Score -2380294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2380293.500000 Penalty: 4864.369629
	Iteration 56Q: 3 clusters Score -2380294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2380306.750000 Penalty: 4864.369629
	Iteration 57Q: 3 clusters Score -2380307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2380309.500000 Penalty: 4864.369629
	Iteration 58Q: 3 clusters Score -2380310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2380317.500000 Penalty: 4864.369629
	Iteration 59Q: 3 clusters Score -2380318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2380317.000000 Penalty: 4864.369629
	Iteration 60F: 3 clusters Score -2380317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2380322.000000 Penalty: 4864.369629
	Iteration 61Q: 3 clusters Score -2380322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2380330.500000 Penalty: 4864.369629
	Iteration 62Q: 3 clusters Score -2380330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2380327.000000 Penalty: 4864.369629
	Iteration 63Q: 3 clusters Score -2380327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2380326.500000 Penalty: 4864.369629
	Iteration 64Q: 3 clusters Score -2380326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2380337.500000 Penalty: 4864.369629
	Iteration 65Q: 3 clusters Score -2380338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2380347.500000 Penalty: 4864.369629
	Iteration 66Q: 3 clusters Score -2380348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2380348.750000 Penalty: 4864.369629
	Iteration 67Q: 3 clusters Score -2380349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2380353.500000 Penalty: 4864.369629
	Iteration 68Q: 3 clusters Score -2380354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2380364.500000 Penalty: 4864.369629
	Iteration 69Q: 3 clusters Score -2380364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2380360.250000 Penalty: 4864.369629
	Iteration 70Q: 3 clusters Score -2380360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2380366.250000 Penalty: 4864.369629
	Iteration 71Q: 3 clusters Score -2380366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2380373.750000 Penalty: 4864.369629
	Iteration 72Q: 3 clusters Score -2380374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2380378.500000 Penalty: 4864.369629
	Iteration 73Q: 3 clusters Score -2380378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2380375.500000 Penalty: 4864.369629
	Iteration 74Q: 3 clusters Score -2380376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2380378.000000 Penalty: 4864.369629
	Iteration 75Q: 3 clusters Score -2380378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2380381.750000 Penalty: 4864.369629
	Iteration 76Q: 3 clusters Score -2380382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2380377.250000 Penalty: 4864.369629
	Iteration 77Q: 3 clusters Score -2380377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2380379.500000 Penalty: 4864.369629
	Iteration 78Q: 3 clusters Score -2380380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2380377.500000 Penalty: 4864.369629
	Iteration 79Q: 3 clusters Score -2380378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2380381.000000 Penalty: 4864.369629
	Iteration 80F: 3 clusters Score -2380381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2380379.000000 Penalty: 4864.369629
	Iteration 81Q: 3 clusters Score -2380379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2380385.250000 Penalty: 4864.369629
	Iteration 82Q: 3 clusters Score -2380385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2380385.250000 Penalty: 4864.369629
	Iteration 83Q: 3 clusters Score -2380385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2380387.000000 Penalty: 4864.369629
	Iteration 84Q: 3 clusters Score -2380387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2380390.000000 Penalty: 4864.369629
	Iteration 85Q: 3 clusters Score -2380390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2380388.750000 Penalty: 4864.369629
	Iteration 86Q: 3 clusters Score -2380389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2380397.750000 Penalty: 4864.369629
	Iteration 87Q: 3 clusters Score -2380398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2380398.500000 Penalty: 4864.369629
	Iteration 88Q: 3 clusters Score -2380398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2380400.750000 Penalty: 4864.369629
	Iteration 89Q: 3 clusters Score -2380401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2380408.500000 Penalty: 4864.369629
	Iteration 90Q: 3 clusters Score -2380408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2380408.000000 Penalty: 4864.369629
	Iteration 91Q: 3 clusters Score -2380408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2380405.250000 Penalty: 4864.369629
	Iteration 92Q: 3 clusters Score -2380405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2380407.750000 Penalty: 4864.369629
	Iteration 93Q: 3 clusters Score -2380408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2380407.250000 Penalty: 4864.369629
	Iteration 94Q: 3 clusters Score -2380407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2380412.250000 Penalty: 4864.369629
	Iteration 95Q: 3 clusters Score -2380412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2380414.500000 Penalty: 4864.369629
	Iteration 96Q: 3 clusters Score -2380414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2380416.500000 Penalty: 4864.369629
	Iteration 97Q: 3 clusters Score -2380416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2380417.250000 Penalty: 4864.369629
	Iteration 98Q: 3 clusters Score -2380417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2380420.750000 Penalty: 4864.369629
	Iteration 99Q: 3 clusters Score -2380421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2380422.250000 Penalty: 4864.369629
	Iteration 100F: 3 clusters Score -2380422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2380427.000000 Penalty: 4864.369629
	Iteration 101Q: 3 clusters Score -2380427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2380425.250000 Penalty: 4864.369629
	Iteration 102Q: 3 clusters Score -2380425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2380426.500000 Penalty: 4864.369629
	Iteration 103Q: 3 clusters Score -2380426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2380426.000000 Penalty: 4864.369629
	Iteration 104Q: 3 clusters Score -2380426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2380427.000000 Penalty: 4864.369629
	Iteration 105Q: 3 clusters Score -2380427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2380430.250000 Penalty: 4864.369629
	Iteration 106Q: 3 clusters Score -2380430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2380426.000000 Penalty: 4864.369629
	Iteration 107Q: 3 clusters Score -2380426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2380425.500000 Penalty: 4864.369629
	Iteration 108Q: 3 clusters Score -2380426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2380424.500000 Penalty: 4864.369629
	Iteration 109Q: 3 clusters Score -2380424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2380424.500000 Penalty: 4864.369629
	Iteration 110F: 3 clusters Score -2380424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -725622.875000 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -725622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -720534.375000 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -720534.4 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -721862.250000 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -721862.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -722158.562500 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -722158.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -722399.687500 Penalty: 4308.804199
	Iteration 3F: 3 clusters Score -722399.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -722600.750000 Penalty: 4308.804199
	Iteration 4Q: 3 clusters Score -722600.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -722798.812500 Penalty: 4308.804199
	Iteration 5Q: 3 clusters Score -722798.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -723043.562500 Penalty: 4308.804199
	Iteration 6Q: 3 clusters Score -723043.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -723333.562500 Penalty: 4308.804199
	Iteration 7Q: 3 clusters Score -723333.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -723622.250000 Penalty: 4308.804199
	Iteration 8Q: 3 clusters Score -723622.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -723885.437500 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -723885.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -724084.187500 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -724084.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -724221.750000 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -724221.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -724308.375000 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -724308.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -724368.375000 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -724368.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -724428.937500 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -724428.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -724468.312500 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -724468.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -724491.937500 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -724491.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -724510.437500 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -724510.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -724523.312500 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -724523.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -724535.937500 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -724535.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -724544.250000 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -724544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -724550.312500 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -724550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -724556.062500 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -724556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -724559.625000 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -724559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -724562.375000 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -724562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -724563.562500 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -724563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -724565.312500 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -724565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -724568.250000 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -724568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -724573.125000 Penalty: 4308.804199
	Iteration 28Q: 3 clusters Score -724573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -724572.437500 Penalty: 4308.804199
	Iteration 29Q: 3 clusters Score -724572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -724572.937500 Penalty: 4308.804199
	Iteration 30Q: 3 clusters Score -724572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -724574.062500 Penalty: 4308.804199
	Iteration 31Q: 3 clusters Score -724574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -724575.812500 Penalty: 4308.804199
	Iteration 32Q: 3 clusters Score -724575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -724578.375000 Penalty: 4308.804199
	Iteration 33Q: 3 clusters Score -724578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -724579.125000 Penalty: 4308.804199
	Iteration 34Q: 3 clusters Score -724579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -724581.937500 Penalty: 4308.804199
	Iteration 35Q: 3 clusters Score -724581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -724583.000000 Penalty: 4308.804199
	Iteration 36Q: 3 clusters Score -724583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -724589.625000 Penalty: 4308.804199
	Iteration 37Q: 3 clusters Score -724589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -724594.125000 Penalty: 4308.804199
	Iteration 38Q: 3 clusters Score -724594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -724597.562500 Penalty: 4308.804199
	Iteration 39Q: 3 clusters Score -724597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -724604.437500 Penalty: 4308.804199
	Iteration 40F: 3 clusters Score -724604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -724611.500000 Penalty: 4308.804199
	Iteration 41Q: 3 clusters Score -724611.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -724618.875000 Penalty: 4308.804199
	Iteration 42Q: 3 clusters Score -724618.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -724623.312500 Penalty: 4308.804199
	Iteration 43Q: 3 clusters Score -724623.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -724635.250000 Penalty: 4308.804199
	Iteration 44Q: 3 clusters Score -724635.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -724653.625000 Penalty: 4308.804199
	Iteration 45Q: 3 clusters Score -724653.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -724663.437500 Penalty: 4308.804199
	Iteration 46Q: 3 clusters Score -724663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -724673.562500 Penalty: 4308.804199
	Iteration 47Q: 3 clusters Score -724673.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -724681.875000 Penalty: 4308.804199
	Iteration 48Q: 3 clusters Score -724681.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -724690.125000 Penalty: 4308.804199
	Iteration 49Q: 3 clusters Score -724690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -724698.062500 Penalty: 4308.804199
	Iteration 50Q: 3 clusters Score -724698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -724699.937500 Penalty: 4308.804199
	Iteration 51Q: 3 clusters Score -724699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -724710.375000 Penalty: 4308.804199
	Iteration 52Q: 3 clusters Score -724710.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -724719.875000 Penalty: 4308.804199
	Iteration 53Q: 3 clusters Score -724719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -724727.187500 Penalty: 4308.804199
	Iteration 54Q: 3 clusters Score -724727.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -724737.687500 Penalty: 4308.804199
	Iteration 55Q: 3 clusters Score -724737.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -724752.125000 Penalty: 4308.804199
	Iteration 56Q: 3 clusters Score -724752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -724761.625000 Penalty: 4308.804199
	Iteration 57Q: 3 clusters Score -724761.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -724773.500000 Penalty: 4308.804199
	Iteration 58Q: 3 clusters Score -724773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -724786.000000 Penalty: 4308.804199
	Iteration 59Q: 3 clusters Score -724786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -724796.375000 Penalty: 4308.804199
	Iteration 60F: 3 clusters Score -724796.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -724807.875000 Penalty: 4308.804199
	Iteration 61Q: 3 clusters Score -724807.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -724817.125000 Penalty: 4308.804199
	Iteration 62Q: 3 clusters Score -724817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -724823.687500 Penalty: 4308.804199
	Iteration 63Q: 3 clusters Score -724823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -724825.187500 Penalty: 4308.804199
	Iteration 64Q: 3 clusters Score -724825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -724826.750000 Penalty: 4308.804199
	Iteration 65Q: 3 clusters Score -724826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -724828.250000 Penalty: 4308.804199
	Iteration 66Q: 3 clusters Score -724828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -724831.875000 Penalty: 4308.804199
	Iteration 67Q: 3 clusters Score -724831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -724832.750000 Penalty: 4308.804199
	Iteration 68Q: 3 clusters Score -724832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -724835.187500 Penalty: 4308.804199
	Iteration 69Q: 3 clusters Score -724835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -724834.000000 Penalty: 4308.804199
	Iteration 70Q: 3 clusters Score -724834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -724835.750000 Penalty: 4308.804199
	Iteration 71Q: 3 clusters Score -724835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -724835.500000 Penalty: 4308.804199
	Iteration 72Q: 3 clusters Score -724835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -724835.500000 Penalty: 4308.804199
	Iteration 73F: 3 clusters Score -724835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -953654.250000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -953654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -947832.500000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -947832.5 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -949463.250000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -949463.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -949759.875000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -949759.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -949979.375000 Penalty: 4406.629395
	Iteration 3F: 3 clusters Score -949979.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -950185.437500 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -950185.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -950433.125000 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -950433.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -950670.562500 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -950670.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -950882.687500 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -950882.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -951054.437500 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -951054.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -951214.375000 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -951214.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -951358.062500 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -951358.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -951472.750000 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -951472.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -951543.250000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -951543.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -951581.875000 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -951581.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -951604.750000 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -951604.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -951617.187500 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -951617.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -951628.375000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -951628.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -951639.062500 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -951639.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -951646.562500 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -951646.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -951658.625000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -951658.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -951665.500000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -951665.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -951669.625000 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -951669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -951675.312500 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -951675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -951676.437500 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -951676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -951682.250000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -951682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -951684.375000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -951684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -951687.625000 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -951687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -951688.000000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -951688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -951692.187500 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -951692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -951693.062500 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -951693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -951694.125000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -951694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -951694.812500 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -951694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -951697.875000 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -951697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -951698.125000 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -951698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -951697.750000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -951697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -951697.937500 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -951697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -951698.500000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -951698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -951698.500000 Penalty: 4406.629395
	Iteration 37F: 3 clusters Score -951698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Entering Unmasked Estep 
Score: -3712949.500000 Penalty: 2538.498291
	Iteration 0F: 2 clusters Score -3712950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3693625.500000 Penalty: 5076.996582
	Iteration 0F: 3 clusters Score -3693626 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3700512.750000 Penalty: 5076.996582
	Iteration 1F: 3 clusters Score -3700513 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3701109.000000 Penalty: 5076.996582
	Iteration 2F: 3 clusters Score -3701109 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3701806.000000 Penalty: 5076.996582
	Iteration 3F: 3 clusters Score -3701806 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3702731.250000 Penalty: 5076.996582
	Iteration 4F: 3 clusters Score -3702731 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3703947.750000 Penalty: 5076.996582
	Iteration 5F: 3 clusters Score -3703948 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3705228.250000 Penalty: 5076.996582
	Iteration 6F: 3 clusters Score -3705228 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3706466.500000 Penalty: 5076.996582
	Iteration 7F: 3 clusters Score -3706466 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3707587.500000 Penalty: 5076.996582
	Iteration 8F: 3 clusters Score -3707588 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3708573.500000 Penalty: 5076.996582
	Iteration 9Q: 3 clusters Score -3708574 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3709518.500000 Penalty: 5076.996582
	Iteration 10Q: 3 clusters Score -3709518 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3710479.000000 Penalty: 5076.996582
	Iteration 11Q: 3 clusters Score -3710479 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3711188.750000 Penalty: 5076.996582
	Iteration 12Q: 3 clusters Score -3711189 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3711494.000000 Penalty: 5076.996582
	Iteration 13Q: 3 clusters Score -3711494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3711597.000000 Penalty: 5076.996582
	Iteration 14Q: 3 clusters Score -3711597 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3711653.250000 Penalty: 5076.996582
	Iteration 15Q: 3 clusters Score -3711653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3711662.250000 Penalty: 5076.996582
	Iteration 16Q: 3 clusters Score -3711662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3711680.000000 Penalty: 5076.996582
	Iteration 17Q: 3 clusters Score -3711680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3711683.750000 Penalty: 5076.996582
	Iteration 18Q: 3 clusters Score -3711684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3711692.000000 Penalty: 5076.996582
	Iteration 19Q: 3 clusters Score -3711692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3711692.750000 Penalty: 5076.996582
	Iteration 20F: 3 clusters Score -3711693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3711693.750000 Penalty: 5076.996582
	Iteration 21Q: 3 clusters Score -3711694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3711696.000000 Penalty: 5076.996582
	Iteration 22Q: 3 clusters Score -3711696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3711707.750000 Penalty: 5076.996582
	Iteration 23Q: 3 clusters Score -3711708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3711703.000000 Penalty: 5076.996582
	Iteration 24Q: 3 clusters Score -3711703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3711706.750000 Penalty: 5076.996582
	Iteration 25Q: 3 clusters Score -3711707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3711706.750000 Penalty: 5076.996582
	Iteration 26F: 3 clusters Score -3711707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -55889.664062 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -55889.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54402.332031 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -54402.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54554.671875 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -54554.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54655.675781 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -54655.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54682.835938 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -54682.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54691.628906 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -54691.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54698.164062 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -54698.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54704.070312 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -54704.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54705.222656 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -54705.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54706.027344 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -54706.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54710.613281 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -54710.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54711.214844 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -54711.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54711.214844 Penalty: 3041.088379
	Iteration 11F: 3 clusters Score -54711.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 19583 members 
Mstep: Class 3 contains 131642 members 
Mstep: Class 4 contains 120543 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232953 members 
Mstep: Class 7 contains 155936 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 107608 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 114516 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 20459 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27886 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106000.000000 Penalty: 108826.757812
Iteration 159Q: 32 clusters Score -1.81106e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226140 members 
Mstep: Class 2 contains 19587 members 
Mstep: Class 3 contains 131640 members 
Mstep: Class 4 contains 120563 members 
Mstep: Class 5 contains 12137 members 
Mstep: Class 6 contains 232947 members 
Mstep: Class 7 contains 155930 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44021 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 107605 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 114518 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 21404 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27885 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105920.000000 Penalty: 108826.757812
Iteration 160F: 32 clusters Score -1.811059e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226127 members 
Mstep: Class 2 contains 19588 members 
Mstep: Class 3 contains 131639 members 
Mstep: Class 4 contains 120582 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 232946 members 
Mstep: Class 7 contains 155929 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44024 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5124 members 
Mstep: Class 18 contains 107606 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 114517 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18164 members 
Mstep: Class 28 contains 5923 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27880 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105824.000000 Penalty: 108826.757812
Iteration 161Q: 32 clusters Score -1.811058e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226117 members 
Mstep: Class 2 contains 19590 members 
Mstep: Class 3 contains 131638 members 
Mstep: Class 4 contains 120599 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232941 members 
Mstep: Class 7 contains 155927 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 107604 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 114518 members 
Mstep: Class 22 contains 10439 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18166 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27878 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105744.000000 Penalty: 108826.757812
Iteration 162Q: 32 clusters Score -1.811057e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226107 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 131636 members 
Mstep: Class 4 contains 120621 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 232936 members 
Mstep: Class 7 contains 155920 members 
Mstep: Class 8 contains 29799 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44028 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107606 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 114519 members 
Mstep: Class 22 contains 10435 members 
Mstep: Class 23 contains 21402 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27879 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105920.000000 Penalty: 108826.757812
Iteration 163Q: 32 clusters Score -1.811059e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226097 members 
Mstep: Class 2 contains 19595 members 
Mstep: Class 3 contains 131635 members 
Mstep: Class 4 contains 120645 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 232935 members 
Mstep: Class 7 contains 155908 members 
Mstep: Class 8 contains 29799 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107603 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13096 members 
Mstep: Class 21 contains 114519 members 
Mstep: Class 22 contains 10434 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5916 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27878 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106016.000000 Penalty: 108826.757812
Iteration 164Q: 32 clusters Score -1.81106e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226085 members 
Mstep: Class 2 contains 19598 members 
Mstep: Class 3 contains 131632 members 
Mstep: Class 4 contains 120671 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 232933 members 
Mstep: Class 7 contains 155898 members 
Mstep: Class 8 contains 29798 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44023 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107601 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13094 members 
Mstep: Class 21 contains 114520 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 21416 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27876 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105952.000000 Penalty: 108826.757812
Iteration 165Q: 32 clusters Score -1.81106e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226076 members 
Mstep: Class 2 contains 19600 members 
Mstep: Class 3 contains 131631 members 
Mstep: Class 4 contains 120684 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232936 members 
Mstep: Class 7 contains 155895 members 
Mstep: Class 8 contains 29797 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107601 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 114522 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21415 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27876 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106000.000000 Penalty: 108826.757812
Iteration 166Q: 32 clusters Score -1.81106e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226069 members 
Mstep: Class 2 contains 19601 members 
Mstep: Class 3 contains 131630 members 
Mstep: Class 4 contains 120700 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232936 members 
Mstep: Class 7 contains 155886 members 
Mstep: Class 8 contains 29797 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44021 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107598 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13096 members 
Mstep: Class 21 contains 114525 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 21415 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16225 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27874 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106000.000000 Penalty: 108826.757812
Iteration 167Q: 32 clusters Score -1.81106e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226067 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 131628 members 
Mstep: Class 4 contains 120718 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 232934 members 
Mstep: Class 7 contains 155882 members 
Mstep: Class 8 contains 29796 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107593 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 114527 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27875 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106064.000000 Penalty: 108826.757812
Iteration 168Q: 32 clusters Score -1.811061e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226068 members 
Mstep: Class 2 contains 19608 members 
Mstep: Class 3 contains 131624 members 
Mstep: Class 4 contains 120733 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 232927 members 
Mstep: Class 7 contains 155876 members 
Mstep: Class 8 contains 29795 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107585 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 114529 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18168 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27874 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106160.000000 Penalty: 108826.757812
Iteration 169Q: 32 clusters Score -1.811062e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226075 members 
Mstep: Class 2 contains 19611 members 
Mstep: Class 3 contains 131621 members 
Mstep: Class 4 contains 120739 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 232925 members 
Mstep: Class 7 contains 155869 members 
Mstep: Class 8 contains 29793 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107588 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 21 contains 114529 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 21409 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18169 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27873 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106320.000000 Penalty: 108826.757812
Iteration 170Q: 32 clusters Score -1.811063e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226074 members 
Mstep: Class 2 contains 19612 members 
Mstep: Class 3 contains 131619 members 
Mstep: Class 4 contains 120748 members 
Mstep: Class 5 contains 12139 members 
Mstep: Class 6 contains 232925 members 
Mstep: Class 7 contains 155863 members 
Mstep: Class 8 contains 29792 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44019 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107592 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 21407 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18172 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27866 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106288.000000 Penalty: 108826.757812
Iteration 171Q: 32 clusters Score -1.811063e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226076 members 
Mstep: Class 2 contains 19612 members 
Mstep: Class 3 contains 131618 members 
Mstep: Class 4 contains 120752 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 232928 members 
Mstep: Class 7 contains 155856 members 
Mstep: Class 8 contains 29792 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107587 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21407 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18178 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27860 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 172Q: 32 clusters Score -1.811062e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226069 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131616 members 
Mstep: Class 4 contains 120756 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232923 members 
Mstep: Class 7 contains 155843 members 
Mstep: Class 8 contains 29790 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107592 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 20464 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18188 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27857 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106256.000000 Penalty: 108826.757812
Iteration 173Q: 32 clusters Score -1.811063e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226068 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131614 members 
Mstep: Class 4 contains 120759 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232921 members 
Mstep: Class 7 contains 155834 members 
Mstep: Class 8 contains 29787 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107601 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21412 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18196 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27855 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 174Q: 32 clusters Score -1.811062e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131614 members 
Mstep: Class 4 contains 120762 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232920 members 
Mstep: Class 7 contains 155822 members 
Mstep: Class 8 contains 29784 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44013 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107608 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 114536 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21412 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18204 members 
Mstep: Class 28 contains 5916 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27853 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 175Q: 32 clusters Score -1.811062e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226063 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131613 members 
Mstep: Class 4 contains 120768 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232917 members 
Mstep: Class 7 contains 155810 members 
Mstep: Class 8 contains 29781 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107622 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114538 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18204 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27850 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106432.000000 Penalty: 108826.757812
Iteration 176Q: 32 clusters Score -1.811064e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226066 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120770 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232915 members 
Mstep: Class 7 contains 155814 members 
Mstep: Class 8 contains 29776 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107629 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114534 members 
Mstep: Class 22 contains 10425 members 
Mstep: Class 23 contains 21417 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18206 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27847 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 177Q: 32 clusters Score -1.811063e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120768 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232915 members 
Mstep: Class 7 contains 155816 members 
Mstep: Class 8 contains 29772 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107633 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 114534 members 
Mstep: Class 22 contains 10422 members 
Mstep: Class 23 contains 21420 members 
Mstep: Class 24 contains 20464 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18208 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27844 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106272.000000 Penalty: 108826.757812
Iteration 178Q: 32 clusters Score -1.811063e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226064 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120772 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232917 members 
Mstep: Class 7 contains 155817 members 
Mstep: Class 8 contains 29770 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 107638 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10421 members 
Mstep: Class 23 contains 21417 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16225 members 
Mstep: Class 27 contains 18209 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27842 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106272.000000 Penalty: 108826.757812
Iteration 179Q: 32 clusters Score -1.811063e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226063 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120773 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232921 members 
Mstep: Class 7 contains 155813 members 
Mstep: Class 8 contains 29766 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 107646 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10421 members 
Mstep: Class 23 contains 21412 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16225 members 
Mstep: Class 27 contains 18209 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27842 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106304.000000 Penalty: 108826.757812
Iteration 180F: 32 clusters Score -1.811063e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226062 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120774 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232924 members 
Mstep: Class 7 contains 155808 members 
Mstep: Class 8 contains 29763 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 107656 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 21411 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16225 members 
Mstep: Class 27 contains 18209 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27842 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106368.000000 Penalty: 108826.757812
Iteration 181Q: 32 clusters Score -1.811064e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226061 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120775 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232922 members 
Mstep: Class 7 contains 155805 members 
Mstep: Class 8 contains 29763 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44001 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 107665 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 21412 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 18210 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27842 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 182Q: 32 clusters Score -1.811063e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226066 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120778 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232925 members 
Mstep: Class 7 contains 155791 members 
Mstep: Class 8 contains 29763 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5117 members 
Mstep: Class 18 contains 107668 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 21410 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 18211 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27842 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106352.000000 Penalty: 108826.757812
Iteration 183Q: 32 clusters Score -1.811064e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120787 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232924 members 
Mstep: Class 7 contains 155789 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 107666 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 21407 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16229 members 
Mstep: Class 27 contains 18212 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27841 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 184Q: 32 clusters Score -1.811063e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120790 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232924 members 
Mstep: Class 7 contains 155781 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 21402 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16233 members 
Mstep: Class 27 contains 18214 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106288.000000 Penalty: 108826.757812
Iteration 185Q: 32 clusters Score -1.811063e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120791 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232922 members 
Mstep: Class 7 contains 155781 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44016 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107664 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13110 members 
Mstep: Class 21 contains 114529 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 21404 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16235 members 
Mstep: Class 27 contains 18215 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106288.000000 Penalty: 108826.757812
Iteration 186Q: 32 clusters Score -1.811063e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226073 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120797 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232920 members 
Mstep: Class 7 contains 155774 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107661 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13110 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 21400 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16239 members 
Mstep: Class 27 contains 18216 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106288.000000 Penalty: 108826.757812
Iteration 187Q: 32 clusters Score -1.811063e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120805 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232918 members 
Mstep: Class 7 contains 155771 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107662 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13110 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10415 members 
Mstep: Class 23 contains 21396 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18217 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106304.000000 Penalty: 108826.757812
Iteration 188Q: 32 clusters Score -1.811063e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226069 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120810 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 232920 members 
Mstep: Class 7 contains 155768 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107665 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13110 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10414 members 
Mstep: Class 23 contains 21393 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 189Q: 32 clusters Score -1.811062e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226068 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120817 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232919 members 
Mstep: Class 7 contains 155762 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107667 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10413 members 
Mstep: Class 23 contains 21393 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106256.000000 Penalty: 108826.757812
Iteration 190Q: 32 clusters Score -1.811063e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226069 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 120823 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155760 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107668 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10411 members 
Mstep: Class 23 contains 21386 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 191Q: 32 clusters Score -1.811062e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226070 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120831 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232910 members 
Mstep: Class 7 contains 155758 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114530 members 
Mstep: Class 22 contains 10410 members 
Mstep: Class 23 contains 21383 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 192Q: 32 clusters Score -1.811062e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226069 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120841 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 232905 members 
Mstep: Class 7 contains 155758 members 
Mstep: Class 8 contains 29763 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8977 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107658 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10409 members 
Mstep: Class 23 contains 21379 members 
Mstep: Class 24 contains 20469 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 193Q: 32 clusters Score -1.811062e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226070 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120849 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232904 members 
Mstep: Class 7 contains 155760 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107652 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114532 members 
Mstep: Class 22 contains 10408 members 
Mstep: Class 23 contains 21376 members 
Mstep: Class 24 contains 20469 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106304.000000 Penalty: 108826.757812
Iteration 194Q: 32 clusters Score -1.811063e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226068 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120859 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155759 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107651 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 21375 members 
Mstep: Class 24 contains 20469 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16240 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106384.000000 Penalty: 108826.757812
Iteration 195Q: 32 clusters Score -1.811064e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226066 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120866 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155763 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107648 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114531 members 
Mstep: Class 22 contains 10406 members 
Mstep: Class 23 contains 21371 members 
Mstep: Class 24 contains 20469 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16239 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106320.000000 Penalty: 108826.757812
Iteration 196Q: 32 clusters Score -1.811063e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120872 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232902 members 
Mstep: Class 7 contains 155763 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 107649 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114533 members 
Mstep: Class 22 contains 10406 members 
Mstep: Class 23 contains 21365 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16240 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 197Q: 32 clusters Score -1.811062e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226061 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120877 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232905 members 
Mstep: Class 7 contains 155760 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107645 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114534 members 
Mstep: Class 22 contains 10406 members 
Mstep: Class 23 contains 21365 members 
Mstep: Class 24 contains 20466 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 198Q: 32 clusters Score -1.811063e+08 nChanged 25
Entering ConstructFrom: 
Score: -181106336.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (226062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226062 members 
Entering Unmasked Estep 
Score: -30284072.000000 Penalty: 3057.484131
	Iteration 0F: 2 clusters Score -3.028407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -30164278.000000 Penalty: 6114.968262
	Iteration 0F: 3 clusters Score -3.016428e+07 nChanged 109045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -30228294.000000 Penalty: 6114.968262
	Iteration 1F: 3 clusters Score -3.022829e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -30230330.000000 Penalty: 6114.968262
	Iteration 2Q: 3 clusters Score -3.023033e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -30233692.000000 Penalty: 6114.968262
	Iteration 3Q: 3 clusters Score -3.023369e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145403 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -30238260.000000 Penalty: 6114.968262
	Iteration 4F: 3 clusters Score -3.023826e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158719 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -30243760.000000 Penalty: 6114.968262
	Iteration 5F: 3 clusters Score -3.024376e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -30251570.000000 Penalty: 6114.968262
	Iteration 6F: 3 clusters Score -3.025157e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -30258584.000000 Penalty: 6114.968262
	Iteration 7F: 3 clusters Score -3.025858e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -30264776.000000 Penalty: 6114.968262
	Iteration 8Q: 3 clusters Score -3.026478e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198653 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -30269302.000000 Penalty: 6114.968262
	Iteration 9Q: 3 clusters Score -3.02693e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -30271840.000000 Penalty: 6114.968262
	Iteration 10Q: 3 clusters Score -3.027184e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -30273054.000000 Penalty: 6114.968262
	Iteration 11Q: 3 clusters Score -3.027305e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202766 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -30273370.000000 Penalty: 6114.968262
	Iteration 12Q: 3 clusters Score -3.027337e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203739 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -30273638.000000 Penalty: 6114.968262
	Iteration 13Q: 3 clusters Score -3.027364e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204696 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -30274020.000000 Penalty: 6114.968262
	Iteration 14Q: 3 clusters Score -3.027402e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205654 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -30274258.000000 Penalty: 6114.968262
	Iteration 15Q: 3 clusters Score -3.027426e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -30274450.000000 Penalty: 6114.968262
	Iteration 16Q: 3 clusters Score -3.027445e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207679 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -30274700.000000 Penalty: 6114.968262
	Iteration 17Q: 3 clusters Score -3.02747e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208723 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -30275090.000000 Penalty: 6114.968262
	Iteration 18Q: 3 clusters Score -3.027509e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209742 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -30275344.000000 Penalty: 6114.968262
	Iteration 19Q: 3 clusters Score -3.027534e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210750 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -30275684.000000 Penalty: 6114.968262
	Iteration 20F: 3 clusters Score -3.027568e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211727 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -30276056.000000 Penalty: 6114.968262
	Iteration 21Q: 3 clusters Score -3.027606e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212728 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -30276468.000000 Penalty: 6114.968262
	Iteration 22Q: 3 clusters Score -3.027647e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213670 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -30276830.000000 Penalty: 6114.968262
	Iteration 23Q: 3 clusters Score -3.027683e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214525 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -30277228.000000 Penalty: 6114.968262
	Iteration 24Q: 3 clusters Score -3.027723e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215338 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -30277422.000000 Penalty: 6114.968262
	Iteration 25Q: 3 clusters Score -3.027742e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216164 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -30277642.000000 Penalty: 6114.968262
	Iteration 26Q: 3 clusters Score -3.027764e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216923 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -30277984.000000 Penalty: 6114.968262
	Iteration 27Q: 3 clusters Score -3.027798e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217579 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -30278234.000000 Penalty: 6114.968262
	Iteration 28Q: 3 clusters Score -3.027823e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218216 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -30278446.000000 Penalty: 6114.968262
	Iteration 29Q: 3 clusters Score -3.027845e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218822 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -30278710.000000 Penalty: 6114.968262
	Iteration 30Q: 3 clusters Score -3.027871e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219385 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -30278964.000000 Penalty: 6114.968262
	Iteration 31Q: 3 clusters Score -3.027896e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219868 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -30279212.000000 Penalty: 6114.968262
	Iteration 32Q: 3 clusters Score -3.027921e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220321 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -30279496.000000 Penalty: 6114.968262
	Iteration 33Q: 3 clusters Score -3.02795e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220773 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -30279734.000000 Penalty: 6114.968262
	Iteration 34Q: 3 clusters Score -3.027973e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221215 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -30279950.000000 Penalty: 6114.968262
	Iteration 35Q: 3 clusters Score -3.027995e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221643 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -30280228.000000 Penalty: 6114.968262
	Iteration 36Q: 3 clusters Score -3.028023e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222039 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -30280418.000000 Penalty: 6114.968262
	Iteration 37Q: 3 clusters Score -3.028042e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222416 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -30280606.000000 Penalty: 6114.968262
	Iteration 38Q: 3 clusters Score -3.028061e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222735 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -30280726.000000 Penalty: 6114.968262
	Iteration 39Q: 3 clusters Score -3.028073e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223016 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -30280836.000000 Penalty: 6114.968262
	Iteration 40F: 3 clusters Score -3.028084e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223270 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -30280950.000000 Penalty: 6114.968262
	Iteration 41Q: 3 clusters Score -3.028095e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223486 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -30281010.000000 Penalty: 6114.968262
	Iteration 42Q: 3 clusters Score -3.028101e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223669 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30281084.000000 Penalty: 6114.968262
	Iteration 43Q: 3 clusters Score -3.028108e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223826 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -30281166.000000 Penalty: 6114.968262
	Iteration 44Q: 3 clusters Score -3.028117e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223959 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -30281246.000000 Penalty: 6114.968262
	Iteration 45Q: 3 clusters Score -3.028125e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224078 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -30281286.000000 Penalty: 6114.968262
	Iteration 46Q: 3 clusters Score -3.028129e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224171 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -30281316.000000 Penalty: 6114.968262
	Iteration 47Q: 3 clusters Score -3.028132e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224258 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -30281320.000000 Penalty: 6114.968262
	Iteration 48Q: 3 clusters Score -3.028132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224319 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -30281318.000000 Penalty: 6114.968262
	Iteration 49Q: 3 clusters Score -3.028132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224381 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -30281324.000000 Penalty: 6114.968262
	Iteration 50Q: 3 clusters Score -3.028132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224432 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30281318.000000 Penalty: 6114.968262
	Iteration 51Q: 3 clusters Score -3.028132e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224475 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -30281338.000000 Penalty: 6114.968262
	Iteration 52Q: 3 clusters Score -3.028134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224507 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -30281348.000000 Penalty: 6114.968262
	Iteration 53Q: 3 clusters Score -3.028135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224536 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -30281380.000000 Penalty: 6114.968262
	Iteration 54Q: 3 clusters Score -3.028138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224560 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -30281380.000000 Penalty: 6114.968262
	Iteration 55Q: 3 clusters Score -3.028138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224574 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -30281380.000000 Penalty: 6114.968262
	Iteration 56Q: 3 clusters Score -3.028138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224586 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -30281386.000000 Penalty: 6114.968262
	Iteration 57Q: 3 clusters Score -3.028139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -30281398.000000 Penalty: 6114.968262
	Iteration 58Q: 3 clusters Score -3.02814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -30281396.000000 Penalty: 6114.968262
	Iteration 59Q: 3 clusters Score -3.02814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224632 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -30281432.000000 Penalty: 6114.968262
	Iteration 60F: 3 clusters Score -3.028143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -30281438.000000 Penalty: 6114.968262
	Iteration 61Q: 3 clusters Score -3.028144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224661 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30281460.000000 Penalty: 6114.968262
	Iteration 62Q: 3 clusters Score -3.028146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -30281456.000000 Penalty: 6114.968262
	Iteration 63Q: 3 clusters Score -3.028146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224689 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -30281450.000000 Penalty: 6114.968262
	Iteration 64Q: 3 clusters Score -3.028145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224704 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -30281452.000000 Penalty: 6114.968262
	Iteration 65Q: 3 clusters Score -3.028145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224715 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -30281444.000000 Penalty: 6114.968262
	Iteration 66Q: 3 clusters Score -3.028144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -30281444.000000 Penalty: 6114.968262
	Iteration 67Q: 3 clusters Score -3.028144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224735 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -30281458.000000 Penalty: 6114.968262
	Iteration 68Q: 3 clusters Score -3.028146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224745 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -30281466.000000 Penalty: 6114.968262
	Iteration 69Q: 3 clusters Score -3.028147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -30281430.000000 Penalty: 6114.968262
	Iteration 70Q: 3 clusters Score -3.028143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224767 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -30281442.000000 Penalty: 6114.968262
	Iteration 71Q: 3 clusters Score -3.028144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224779 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -30281426.000000 Penalty: 6114.968262
	Iteration 72Q: 3 clusters Score -3.028143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224792 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -30281432.000000 Penalty: 6114.968262
	Iteration 73Q: 3 clusters Score -3.028143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224805 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -30281450.000000 Penalty: 6114.968262
	Iteration 74Q: 3 clusters Score -3.028145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224812 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -30281456.000000 Penalty: 6114.968262
	Iteration 75Q: 3 clusters Score -3.028146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224822 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -30281492.000000 Penalty: 6114.968262
	Iteration 76Q: 3 clusters Score -3.028149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224829 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -30281488.000000 Penalty: 6114.968262
	Iteration 77Q: 3 clusters Score -3.028149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224836 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -30281462.000000 Penalty: 6114.968262
	Iteration 78Q: 3 clusters Score -3.028146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224844 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -30281460.000000 Penalty: 6114.968262
	Iteration 79Q: 3 clusters Score -3.028146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224853 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -30281478.000000 Penalty: 6114.968262
	Iteration 80F: 3 clusters Score -3.028148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224869 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -30281476.000000 Penalty: 6114.968262
	Iteration 81Q: 3 clusters Score -3.028148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224880 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -30281506.000000 Penalty: 6114.968262
	Iteration 82Q: 3 clusters Score -3.028151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -30281486.000000 Penalty: 6114.968262
	Iteration 83Q: 3 clusters Score -3.028149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224905 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -30281484.000000 Penalty: 6114.968262
	Iteration 84Q: 3 clusters Score -3.028148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224917 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30281468.000000 Penalty: 6114.968262
	Iteration 85Q: 3 clusters Score -3.028147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224926 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -30281454.000000 Penalty: 6114.968262
	Iteration 86Q: 3 clusters Score -3.028145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224937 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -30281450.000000 Penalty: 6114.968262
	Iteration 87Q: 3 clusters Score -3.028145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224945 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -30281416.000000 Penalty: 6114.968262
	Iteration 88Q: 3 clusters Score -3.028142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224946 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -30281412.000000 Penalty: 6114.968262
	Iteration 89Q: 3 clusters Score -3.028141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224946 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -30281412.000000 Penalty: 6114.968262
	Iteration 90Q: 3 clusters Score -3.028141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224947 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -30281412.000000 Penalty: 6114.968262
	Iteration 91Q: 3 clusters Score -3.028141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224950 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -30281408.000000 Penalty: 6114.968262
	Iteration 92Q: 3 clusters Score -3.028141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224951 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -30281406.000000 Penalty: 6114.968262
	Iteration 93Q: 3 clusters Score -3.028141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224952 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -30281426.000000 Penalty: 6114.968262
	Iteration 94Q: 3 clusters Score -3.028143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224955 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30281436.000000 Penalty: 6114.968262
	Iteration 95Q: 3 clusters Score -3.028144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224957 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30281440.000000 Penalty: 6114.968262
	Iteration 96Q: 3 clusters Score -3.028144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224962 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -30281432.000000 Penalty: 6114.968262
	Iteration 97Q: 3 clusters Score -3.028143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224967 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -30281442.000000 Penalty: 6114.968262
	Iteration 98Q: 3 clusters Score -3.028144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224969 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -30281432.000000 Penalty: 6114.968262
	Iteration 99Q: 3 clusters Score -3.028143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224969 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -30281432.000000 Penalty: 6114.968262
	Iteration 100F: 3 clusters Score -3.028143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Entering Unmasked Estep 
Score: -2388211.000000 Penalty: 2451.294922
	Iteration 0F: 2 clusters Score -2388211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2374349.750000 Penalty: 4902.589844
	Iteration 0F: 3 clusters Score -2374350 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2379225.000000 Penalty: 4902.589844
	Iteration 1F: 3 clusters Score -2379225 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2380061.750000 Penalty: 4902.589844
	Iteration 2F: 3 clusters Score -2380062 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2380936.250000 Penalty: 4902.589844
	Iteration 3F: 3 clusters Score -2380936 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2381816.250000 Penalty: 4902.589844
	Iteration 4F: 3 clusters Score -2381816 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2382654.500000 Penalty: 4902.589844
	Iteration 5F: 3 clusters Score -2382654 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2383347.250000 Penalty: 4902.589844
	Iteration 6F: 3 clusters Score -2383347 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2383819.750000 Penalty: 4902.589844
	Iteration 7Q: 3 clusters Score -2383820 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2384200.500000 Penalty: 4902.589844
	Iteration 8Q: 3 clusters Score -2384200 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2384462.500000 Penalty: 4902.589844
	Iteration 9Q: 3 clusters Score -2384462 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2384685.750000 Penalty: 4902.589844
	Iteration 10Q: 3 clusters Score -2384686 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2384856.750000 Penalty: 4902.589844
	Iteration 11Q: 3 clusters Score -2384857 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2384966.000000 Penalty: 4902.589844
	Iteration 12Q: 3 clusters Score -2384966 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2385052.750000 Penalty: 4902.589844
	Iteration 13Q: 3 clusters Score -2385053 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2385126.750000 Penalty: 4902.589844
	Iteration 14Q: 3 clusters Score -2385127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2385173.500000 Penalty: 4902.589844
	Iteration 15Q: 3 clusters Score -2385174 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2385218.500000 Penalty: 4902.589844
	Iteration 16Q: 3 clusters Score -2385218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2385257.250000 Penalty: 4902.589844
	Iteration 17Q: 3 clusters Score -2385257 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2385298.500000 Penalty: 4902.589844
	Iteration 18Q: 3 clusters Score -2385298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2385339.750000 Penalty: 4902.589844
	Iteration 19Q: 3 clusters Score -2385340 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2385378.500000 Penalty: 4902.589844
	Iteration 20F: 3 clusters Score -2385378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2385441.500000 Penalty: 4902.589844
	Iteration 21Q: 3 clusters Score -2385442 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2385480.250000 Penalty: 4902.589844
	Iteration 22Q: 3 clusters Score -2385480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2385532.750000 Penalty: 4902.589844
	Iteration 23Q: 3 clusters Score -2385533 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2385574.500000 Penalty: 4902.589844
	Iteration 24Q: 3 clusters Score -2385574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2385619.000000 Penalty: 4902.589844
	Iteration 25Q: 3 clusters Score -2385619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2385658.500000 Penalty: 4902.589844
	Iteration 26Q: 3 clusters Score -2385658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2385702.500000 Penalty: 4902.589844
	Iteration 27Q: 3 clusters Score -2385702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2385747.500000 Penalty: 4902.589844
	Iteration 28Q: 3 clusters Score -2385748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2385814.750000 Penalty: 4902.589844
	Iteration 29Q: 3 clusters Score -2385815 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2385889.000000 Penalty: 4902.589844
	Iteration 30Q: 3 clusters Score -2385889 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2385941.250000 Penalty: 4902.589844
	Iteration 31Q: 3 clusters Score -2385941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2385997.500000 Penalty: 4902.589844
	Iteration 32Q: 3 clusters Score -2385998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2386062.000000 Penalty: 4902.589844
	Iteration 33Q: 3 clusters Score -2386062 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2386150.500000 Penalty: 4902.589844
	Iteration 34Q: 3 clusters Score -2386150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2386246.750000 Penalty: 4902.589844
	Iteration 35Q: 3 clusters Score -2386247 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2386371.500000 Penalty: 4902.589844
	Iteration 36Q: 3 clusters Score -2386372 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2386527.250000 Penalty: 4902.589844
	Iteration 37Q: 3 clusters Score -2386527 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2386740.500000 Penalty: 4902.589844
	Iteration 38Q: 3 clusters Score -2386740 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2386966.250000 Penalty: 4902.589844
	Iteration 39Q: 3 clusters Score -2386966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2387175.000000 Penalty: 4902.589844
	Iteration 40F: 3 clusters Score -2387175 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2387361.250000 Penalty: 4902.589844
	Iteration 41Q: 3 clusters Score -2387361 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2387543.000000 Penalty: 4902.589844
	Iteration 42Q: 3 clusters Score -2387543 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2387700.750000 Penalty: 4902.589844
	Iteration 43Q: 3 clusters Score -2387701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2387826.250000 Penalty: 4902.589844
	Iteration 44Q: 3 clusters Score -2387826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2387894.500000 Penalty: 4902.589844
	Iteration 45Q: 3 clusters Score -2387894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2387955.500000 Penalty: 4902.589844
	Iteration 46Q: 3 clusters Score -2387956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2388002.500000 Penalty: 4902.589844
	Iteration 47Q: 3 clusters Score -2388002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2388020.500000 Penalty: 4902.589844
	Iteration 48Q: 3 clusters Score -2388020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2388023.000000 Penalty: 4902.589844
	Iteration 49Q: 3 clusters Score -2388023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2388032.500000 Penalty: 4902.589844
	Iteration 50Q: 3 clusters Score -2388032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2388037.750000 Penalty: 4902.589844
	Iteration 51Q: 3 clusters Score -2388038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2388045.750000 Penalty: 4902.589844
	Iteration 52Q: 3 clusters Score -2388046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2388050.000000 Penalty: 4902.589844
	Iteration 53Q: 3 clusters Score -2388050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2388058.000000 Penalty: 4902.589844
	Iteration 54Q: 3 clusters Score -2388058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2388059.250000 Penalty: 4902.589844
	Iteration 55Q: 3 clusters Score -2388059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2388061.500000 Penalty: 4902.589844
	Iteration 56Q: 3 clusters Score -2388062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2388061.500000 Penalty: 4902.589844
	Iteration 57Q: 3 clusters Score -2388062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2388064.500000 Penalty: 4902.589844
	Iteration 58Q: 3 clusters Score -2388064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2388066.750000 Penalty: 4902.589844
	Iteration 59F: 3 clusters Score -2388067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2388066.000000 Penalty: 4902.589844
	Iteration 60F: 3 clusters Score -2388066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2388066.000000 Penalty: 4902.589844
	Iteration 61Q: 3 clusters Score -2388066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2388069.250000 Penalty: 4902.589844
	Iteration 62Q: 3 clusters Score -2388069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2388069.250000 Penalty: 4902.589844
	Iteration 63F: 3 clusters Score -2388069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Entering Unmasked Estep 
Score: -17276134.000000 Penalty: 2923.326416
	Iteration 0F: 2 clusters Score -1.727613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -17188814.000000 Penalty: 5846.652832
	Iteration 0F: 3 clusters Score -1.718881e+07 nChanged 62773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -17225962.000000 Penalty: 5846.652832
	Iteration 1F: 3 clusters Score -1.722596e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -17228268.000000 Penalty: 5846.652832
	Iteration 2Q: 3 clusters Score -1.722827e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -17231800.000000 Penalty: 5846.652832
	Iteration 3F: 3 clusters Score -1.72318e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -17236862.000000 Penalty: 5846.652832
	Iteration 4F: 3 clusters Score -1.723686e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -17241908.000000 Penalty: 5846.652832
	Iteration 5F: 3 clusters Score -1.724191e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -17246168.000000 Penalty: 5846.652832
	Iteration 6F: 3 clusters Score -1.724617e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -17248566.000000 Penalty: 5846.652832
	Iteration 7F: 3 clusters Score -1.724857e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -17250300.000000 Penalty: 5846.652832
	Iteration 8Q: 3 clusters Score -1.72503e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -17251178.000000 Penalty: 5846.652832
	Iteration 9Q: 3 clusters Score -1.725118e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -17251728.000000 Penalty: 5846.652832
	Iteration 10Q: 3 clusters Score -1.725173e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -17252116.000000 Penalty: 5846.652832
	Iteration 11Q: 3 clusters Score -1.725212e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -17252392.000000 Penalty: 5846.652832
	Iteration 12Q: 3 clusters Score -1.725239e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -17252722.000000 Penalty: 5846.652832
	Iteration 13Q: 3 clusters Score -1.725272e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -17253018.000000 Penalty: 5846.652832
	Iteration 14Q: 3 clusters Score -1.725302e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -17253412.000000 Penalty: 5846.652832
	Iteration 15Q: 3 clusters Score -1.725341e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -17253936.000000 Penalty: 5846.652832
	Iteration 16Q: 3 clusters Score -1.725394e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -17254640.000000 Penalty: 5846.652832
	Iteration 17Q: 3 clusters Score -1.725464e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -17255764.000000 Penalty: 5846.652832
	Iteration 18Q: 3 clusters Score -1.725576e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -17257250.000000 Penalty: 5846.652832
	Iteration 19Q: 3 clusters Score -1.725725e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112465 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -17259204.000000 Penalty: 5846.652832
	Iteration 20F: 3 clusters Score -1.72592e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -17262000.000000 Penalty: 5846.652832
	Iteration 21Q: 3 clusters Score -1.7262e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -17265386.000000 Penalty: 5846.652832
	Iteration 22Q: 3 clusters Score -1.726539e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -17268674.000000 Penalty: 5846.652832
	Iteration 23Q: 3 clusters Score -1.726867e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -17270996.000000 Penalty: 5846.652832
	Iteration 24Q: 3 clusters Score -1.7271e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -17272366.000000 Penalty: 5846.652832
	Iteration 25Q: 3 clusters Score -1.727237e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17272930.000000 Penalty: 5846.652832
	Iteration 26Q: 3 clusters Score -1.727293e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17273244.000000 Penalty: 5846.652832
	Iteration 27Q: 3 clusters Score -1.727324e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130924 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17273386.000000 Penalty: 5846.652832
	Iteration 28Q: 3 clusters Score -1.727339e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17273472.000000 Penalty: 5846.652832
	Iteration 29Q: 3 clusters Score -1.727347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -17273522.000000 Penalty: 5846.652832
	Iteration 30Q: 3 clusters Score -1.727352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -17273552.000000 Penalty: 5846.652832
	Iteration 31Q: 3 clusters Score -1.727355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131119 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -17273590.000000 Penalty: 5846.652832
	Iteration 32Q: 3 clusters Score -1.727359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17273600.000000 Penalty: 5846.652832
	Iteration 33Q: 3 clusters Score -1.72736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131132 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17273634.000000 Penalty: 5846.652832
	Iteration 34Q: 3 clusters Score -1.727363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17273618.000000 Penalty: 5846.652832
	Iteration 35Q: 3 clusters Score -1.727362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17273638.000000 Penalty: 5846.652832
	Iteration 36Q: 3 clusters Score -1.727364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17273640.000000 Penalty: 5846.652832
	Iteration 37Q: 3 clusters Score -1.727364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17273656.000000 Penalty: 5846.652832
	Iteration 38Q: 3 clusters Score -1.727366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17273662.000000 Penalty: 5846.652832
	Iteration 39Q: 3 clusters Score -1.727366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131145 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17273660.000000 Penalty: 5846.652832
	Iteration 40F: 3 clusters Score -1.727366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17273666.000000 Penalty: 5846.652832
	Iteration 41Q: 3 clusters Score -1.727367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17273658.000000 Penalty: 5846.652832
	Iteration 42Q: 3 clusters Score -1.727366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17273672.000000 Penalty: 5846.652832
	Iteration 43Q: 3 clusters Score -1.727367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17273676.000000 Penalty: 5846.652832
	Iteration 44Q: 3 clusters Score -1.727368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17273682.000000 Penalty: 5846.652832
	Iteration 45Q: 3 clusters Score -1.727368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17273682.000000 Penalty: 5846.652832
	Iteration 46F: 3 clusters Score -1.727368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Entering Unmasked Estep 
Score: -16150674.000000 Penalty: 2902.229004
	Iteration 0F: 2 clusters Score -1.615067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -16070296.000000 Penalty: 5804.458008
	Iteration 0F: 3 clusters Score -1.60703e+07 nChanged 57375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -16103537.000000 Penalty: 5804.458008
	Iteration 1F: 3 clusters Score -1.610354e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -16104639.000000 Penalty: 5804.458008
	Iteration 2Q: 3 clusters Score -1.610464e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -16106082.000000 Penalty: 5804.458008
	Iteration 3Q: 3 clusters Score -1.610608e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -16108178.000000 Penalty: 5804.458008
	Iteration 4Q: 3 clusters Score -1.610818e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -16111469.000000 Penalty: 5804.458008
	Iteration 5F: 3 clusters Score -1.611147e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -16117169.000000 Penalty: 5804.458008
	Iteration 6F: 3 clusters Score -1.611717e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -16125049.000000 Penalty: 5804.458008
	Iteration 7F: 3 clusters Score -1.612505e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -16133945.000000 Penalty: 5804.458008
	Iteration 8F: 3 clusters Score -1.613394e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -16140272.000000 Penalty: 5804.458008
	Iteration 9Q: 3 clusters Score -1.614027e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -16143152.000000 Penalty: 5804.458008
	Iteration 10Q: 3 clusters Score -1.614315e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -16144227.000000 Penalty: 5804.458008
	Iteration 11Q: 3 clusters Score -1.614423e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -16144721.000000 Penalty: 5804.458008
	Iteration 12Q: 3 clusters Score -1.614472e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -16145199.000000 Penalty: 5804.458008
	Iteration 13Q: 3 clusters Score -1.61452e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -16145550.000000 Penalty: 5804.458008
	Iteration 14Q: 3 clusters Score -1.614555e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -16145893.000000 Penalty: 5804.458008
	Iteration 15Q: 3 clusters Score -1.614589e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -16146190.000000 Penalty: 5804.458008
	Iteration 16Q: 3 clusters Score -1.614619e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -16146419.000000 Penalty: 5804.458008
	Iteration 17Q: 3 clusters Score -1.614642e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -16146683.000000 Penalty: 5804.458008
	Iteration 18Q: 3 clusters Score -1.614668e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -16146935.000000 Penalty: 5804.458008
	Iteration 19Q: 3 clusters Score -1.614694e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -16147120.000000 Penalty: 5804.458008
	Iteration 20F: 3 clusters Score -1.614712e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -16147288.000000 Penalty: 5804.458008
	Iteration 21Q: 3 clusters Score -1.614729e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -16147426.000000 Penalty: 5804.458008
	Iteration 22Q: 3 clusters Score -1.614743e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -16147568.000000 Penalty: 5804.458008
	Iteration 23Q: 3 clusters Score -1.614757e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -16147626.000000 Penalty: 5804.458008
	Iteration 24Q: 3 clusters Score -1.614763e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -16147703.000000 Penalty: 5804.458008
	Iteration 25Q: 3 clusters Score -1.61477e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118149 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -16147730.000000 Penalty: 5804.458008
	Iteration 26Q: 3 clusters Score -1.614773e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -16147782.000000 Penalty: 5804.458008
	Iteration 27Q: 3 clusters Score -1.614778e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16147828.000000 Penalty: 5804.458008
	Iteration 28Q: 3 clusters Score -1.614783e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16147867.000000 Penalty: 5804.458008
	Iteration 29Q: 3 clusters Score -1.614787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16147915.000000 Penalty: 5804.458008
	Iteration 30Q: 3 clusters Score -1.614792e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -16147943.000000 Penalty: 5804.458008
	Iteration 31Q: 3 clusters Score -1.614794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -16147993.000000 Penalty: 5804.458008
	Iteration 32Q: 3 clusters Score -1.614799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -16148014.000000 Penalty: 5804.458008
	Iteration 33Q: 3 clusters Score -1.614801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16148003.000000 Penalty: 5804.458008
	Iteration 34Q: 3 clusters Score -1.6148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -16148027.000000 Penalty: 5804.458008
	Iteration 35Q: 3 clusters Score -1.614803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -16148043.000000 Penalty: 5804.458008
	Iteration 36Q: 3 clusters Score -1.614804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -16148061.000000 Penalty: 5804.458008
	Iteration 37Q: 3 clusters Score -1.614806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -16148066.000000 Penalty: 5804.458008
	Iteration 38Q: 3 clusters Score -1.614807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16148089.000000 Penalty: 5804.458008
	Iteration 39Q: 3 clusters Score -1.614809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16148083.000000 Penalty: 5804.458008
	Iteration 40F: 3 clusters Score -1.614808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16148097.000000 Penalty: 5804.458008
	Iteration 41Q: 3 clusters Score -1.61481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -16148125.000000 Penalty: 5804.458008
	Iteration 42Q: 3 clusters Score -1.614812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -16148138.000000 Penalty: 5804.458008
	Iteration 43Q: 3 clusters Score -1.614814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119271 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16148148.000000 Penalty: 5804.458008
	Iteration 44Q: 3 clusters Score -1.614815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -16148131.000000 Penalty: 5804.458008
	Iteration 45Q: 3 clusters Score -1.614813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119335 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16148145.000000 Penalty: 5804.458008
	Iteration 46Q: 3 clusters Score -1.614814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16148149.000000 Penalty: 5804.458008
	Iteration 47Q: 3 clusters Score -1.614815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119384 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16148159.000000 Penalty: 5804.458008
	Iteration 48Q: 3 clusters Score -1.614816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16148168.000000 Penalty: 5804.458008
	Iteration 49Q: 3 clusters Score -1.614817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16148156.000000 Penalty: 5804.458008
	Iteration 50Q: 3 clusters Score -1.614816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16148184.000000 Penalty: 5804.458008
	Iteration 51Q: 3 clusters Score -1.614818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16148179.000000 Penalty: 5804.458008
	Iteration 52Q: 3 clusters Score -1.614818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16148176.000000 Penalty: 5804.458008
	Iteration 53Q: 3 clusters Score -1.614818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16148171.000000 Penalty: 5804.458008
	Iteration 54Q: 3 clusters Score -1.614817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16148163.000000 Penalty: 5804.458008
	Iteration 55Q: 3 clusters Score -1.614816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16148179.000000 Penalty: 5804.458008
	Iteration 56Q: 3 clusters Score -1.614818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16148170.000000 Penalty: 5804.458008
	Iteration 57Q: 3 clusters Score -1.614817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16148182.000000 Penalty: 5804.458008
	Iteration 58Q: 3 clusters Score -1.614818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16148181.000000 Penalty: 5804.458008
	Iteration 59Q: 3 clusters Score -1.614818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -16148178.000000 Penalty: 5804.458008
	Iteration 60F: 3 clusters Score -1.614818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16148183.000000 Penalty: 5804.458008
	Iteration 61Q: 3 clusters Score -1.614818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119527 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16148179.000000 Penalty: 5804.458008
	Iteration 62Q: 3 clusters Score -1.614818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16148183.000000 Penalty: 5804.458008
	Iteration 63Q: 3 clusters Score -1.614818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119537 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16148191.000000 Penalty: 5804.458008
	Iteration 64Q: 3 clusters Score -1.614819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16148192.000000 Penalty: 5804.458008
	Iteration 65Q: 3 clusters Score -1.614819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16148189.000000 Penalty: 5804.458008
	Iteration 66Q: 3 clusters Score -1.614819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119547 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16148184.000000 Penalty: 5804.458008
	Iteration 67Q: 3 clusters Score -1.614818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -16148175.000000 Penalty: 5804.458008
	Iteration 68Q: 3 clusters Score -1.614818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16148196.000000 Penalty: 5804.458008
	Iteration 69Q: 3 clusters Score -1.61482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16148191.000000 Penalty: 5804.458008
	Iteration 70Q: 3 clusters Score -1.614819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16148183.000000 Penalty: 5804.458008
	Iteration 71Q: 3 clusters Score -1.614818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16148183.000000 Penalty: 5804.458008
	Iteration 72F: 3 clusters Score -1.614818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Entering Unmasked Estep 
Score: -1656011.750000 Penalty: 2332.318115
	Iteration 0F: 2 clusters Score -1656012 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 5961 members 
Entering Unmasked Estep 
Score: -1646981.875000 Penalty: 4664.636230
	Iteration 0F: 3 clusters Score -1646982 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1649691.125000 Penalty: 4664.636230
	Iteration 1F: 3 clusters Score -1649691 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1650044.375000 Penalty: 4664.636230
	Iteration 2F: 3 clusters Score -1650044 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1650390.125000 Penalty: 4664.636230
	Iteration 3F: 3 clusters Score -1650390 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1650756.375000 Penalty: 4664.636230
	Iteration 4F: 3 clusters Score -1650756 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1651130.000000 Penalty: 4664.636230
	Iteration 5F: 3 clusters Score -1651130 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1651559.000000 Penalty: 4664.636230
	Iteration 6F: 3 clusters Score -1651559 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1652037.375000 Penalty: 4664.636230
	Iteration 7F: 3 clusters Score -1652037 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1652539.875000 Penalty: 4664.636230
	Iteration 8F: 3 clusters Score -1652540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1652980.125000 Penalty: 4664.636230
	Iteration 9Q: 3 clusters Score -1652980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1653346.250000 Penalty: 4664.636230
	Iteration 10Q: 3 clusters Score -1653346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1653622.625000 Penalty: 4664.636230
	Iteration 11Q: 3 clusters Score -1653623 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1653777.250000 Penalty: 4664.636230
	Iteration 12Q: 3 clusters Score -1653777 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1653889.875000 Penalty: 4664.636230
	Iteration 13Q: 3 clusters Score -1653890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1653956.000000 Penalty: 4664.636230
	Iteration 14Q: 3 clusters Score -1653956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1654001.250000 Penalty: 4664.636230
	Iteration 15Q: 3 clusters Score -1654001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1654033.750000 Penalty: 4664.636230
	Iteration 16Q: 3 clusters Score -1654034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1654054.375000 Penalty: 4664.636230
	Iteration 17Q: 3 clusters Score -1654054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1654065.375000 Penalty: 4664.636230
	Iteration 18Q: 3 clusters Score -1654065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1654075.250000 Penalty: 4664.636230
	Iteration 19Q: 3 clusters Score -1654075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1654081.250000 Penalty: 4664.636230
	Iteration 20F: 3 clusters Score -1654081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1654089.875000 Penalty: 4664.636230
	Iteration 21Q: 3 clusters Score -1654090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1654095.000000 Penalty: 4664.636230
	Iteration 22Q: 3 clusters Score -1654095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1654096.375000 Penalty: 4664.636230
	Iteration 23Q: 3 clusters Score -1654096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1654102.875000 Penalty: 4664.636230
	Iteration 24Q: 3 clusters Score -1654103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1654108.750000 Penalty: 4664.636230
	Iteration 25Q: 3 clusters Score -1654109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1654110.375000 Penalty: 4664.636230
	Iteration 26Q: 3 clusters Score -1654110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1654110.375000 Penalty: 4664.636230
	Iteration 27Q: 3 clusters Score -1654110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1654111.375000 Penalty: 4664.636230
	Iteration 28Q: 3 clusters Score -1654111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1654110.750000 Penalty: 4664.636230
	Iteration 29Q: 3 clusters Score -1654111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1654112.875000 Penalty: 4664.636230
	Iteration 30Q: 3 clusters Score -1654113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1654112.875000 Penalty: 4664.636230
	Iteration 31F: 3 clusters Score -1654113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (232903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232903 members 
Entering Unmasked Estep 
Score: -31160102.000000 Penalty: 3064.877686
	Iteration 0F: 2 clusters Score -3.11601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -31022456.000000 Penalty: 6129.755371
	Iteration 0F: 3 clusters Score -3.102246e+07 nChanged 112013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -31087824.000000 Penalty: 6129.755371
	Iteration 1F: 3 clusters Score -3.108782e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -31089376.000000 Penalty: 6129.755371
	Iteration 2Q: 3 clusters Score -3.108938e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -31091286.000000 Penalty: 6129.755371
	Iteration 3Q: 3 clusters Score -3.109129e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -31095586.000000 Penalty: 6129.755371
	Iteration 4Q: 3 clusters Score -3.109559e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -31103738.000000 Penalty: 6129.755371
	Iteration 5F: 3 clusters Score -3.110374e+07 nChanged 20019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178578 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -31118654.000000 Penalty: 6129.755371
	Iteration 6F: 3 clusters Score -3.111865e+07 nChanged 22408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200966 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -31135550.000000 Penalty: 6129.755371
	Iteration 7F: 3 clusters Score -3.113555e+07 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218974 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -31148040.000000 Penalty: 6129.755371
	Iteration 8F: 3 clusters Score -3.114804e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228451 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -31154112.000000 Penalty: 6129.755371
	Iteration 9Q: 3 clusters Score -3.115411e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231673 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -31156258.000000 Penalty: 6129.755371
	Iteration 10Q: 3 clusters Score -3.115626e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232470 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31156848.000000 Penalty: 6129.755371
	Iteration 11Q: 3 clusters Score -3.115685e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232644 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31157132.000000 Penalty: 6129.755371
	Iteration 12Q: 3 clusters Score -3.115713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232689 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31157190.000000 Penalty: 6129.755371
	Iteration 13Q: 3 clusters Score -3.115719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232703 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31157216.000000 Penalty: 6129.755371
	Iteration 14Q: 3 clusters Score -3.115722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232708 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31157236.000000 Penalty: 6129.755371
	Iteration 15Q: 3 clusters Score -3.115724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232710 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31157244.000000 Penalty: 6129.755371
	Iteration 16Q: 3 clusters Score -3.115724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232709 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31157262.000000 Penalty: 6129.755371
	Iteration 17Q: 3 clusters Score -3.115726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232708 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31157252.000000 Penalty: 6129.755371
	Iteration 18Q: 3 clusters Score -3.115725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232709 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31157264.000000 Penalty: 6129.755371
	Iteration 19Q: 3 clusters Score -3.115726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232710 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31157260.000000 Penalty: 6129.755371
	Iteration 20F: 3 clusters Score -3.115726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232711 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31157248.000000 Penalty: 6129.755371
	Iteration 21Q: 3 clusters Score -3.115725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232711 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31157266.000000 Penalty: 6129.755371
	Iteration 22Q: 3 clusters Score -3.115727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232712 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31157250.000000 Penalty: 6129.755371
	Iteration 23Q: 3 clusters Score -3.115725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232714 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31157264.000000 Penalty: 6129.755371
	Iteration 24Q: 3 clusters Score -3.115726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232715 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31157268.000000 Penalty: 6129.755371
	Iteration 25Q: 3 clusters Score -3.115727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232715 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31157268.000000 Penalty: 6129.755371
	Iteration 26F: 3 clusters Score -3.115727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Entering Unmasked Estep 
Score: -20619742.000000 Penalty: 2965.094727
	Iteration 0F: 2 clusters Score -2.061974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -20519116.000000 Penalty: 5930.189453
	Iteration 0F: 3 clusters Score -2.051912e+07 nChanged 74436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -20562748.000000 Penalty: 5930.189453
	Iteration 1F: 3 clusters Score -2.056275e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -20563964.000000 Penalty: 5930.189453
	Iteration 2Q: 3 clusters Score -2.056396e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -20565808.000000 Penalty: 5930.189453
	Iteration 3Q: 3 clusters Score -2.056581e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -20568818.000000 Penalty: 5930.189453
	Iteration 4Q: 3 clusters Score -2.056882e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -20573262.000000 Penalty: 5930.189453
	Iteration 5F: 3 clusters Score -2.057326e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -20579634.000000 Penalty: 5930.189453
	Iteration 6F: 3 clusters Score -2.057963e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 119536 members 
Entering Unmasked Estep 
Score: -20588054.000000 Penalty: 5930.189453
	Iteration 7F: 3 clusters Score -2.058805e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -20597548.000000 Penalty: 5930.189453
	Iteration 8F: 3 clusters Score -2.059755e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -20605868.000000 Penalty: 5930.189453
	Iteration 9F: 3 clusters Score -2.060587e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -20611516.000000 Penalty: 5930.189453
	Iteration 10Q: 3 clusters Score -2.061152e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -20614536.000000 Penalty: 5930.189453
	Iteration 11Q: 3 clusters Score -2.061454e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -20615924.000000 Penalty: 5930.189453
	Iteration 12Q: 3 clusters Score -2.061592e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -20616492.000000 Penalty: 5930.189453
	Iteration 13Q: 3 clusters Score -2.061649e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -20616800.000000 Penalty: 5930.189453
	Iteration 14Q: 3 clusters Score -2.06168e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -20616922.000000 Penalty: 5930.189453
	Iteration 15Q: 3 clusters Score -2.061692e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -20617032.000000 Penalty: 5930.189453
	Iteration 16Q: 3 clusters Score -2.061703e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -20617140.000000 Penalty: 5930.189453
	Iteration 17Q: 3 clusters Score -2.061714e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -20617202.000000 Penalty: 5930.189453
	Iteration 18Q: 3 clusters Score -2.06172e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -20617232.000000 Penalty: 5930.189453
	Iteration 19Q: 3 clusters Score -2.061723e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -20617264.000000 Penalty: 5930.189453
	Iteration 20F: 3 clusters Score -2.061726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -20617284.000000 Penalty: 5930.189453
	Iteration 21Q: 3 clusters Score -2.061728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -20617344.000000 Penalty: 5930.189453
	Iteration 22Q: 3 clusters Score -2.061734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -20617368.000000 Penalty: 5930.189453
	Iteration 23Q: 3 clusters Score -2.061737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -20617392.000000 Penalty: 5930.189453
	Iteration 24Q: 3 clusters Score -2.061739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -20617410.000000 Penalty: 5930.189453
	Iteration 25Q: 3 clusters Score -2.061741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -20617414.000000 Penalty: 5930.189453
	Iteration 26Q: 3 clusters Score -2.061741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -20617434.000000 Penalty: 5930.189453
	Iteration 27Q: 3 clusters Score -2.061743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -20617426.000000 Penalty: 5930.189453
	Iteration 28Q: 3 clusters Score -2.061743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -20617430.000000 Penalty: 5930.189453
	Iteration 29Q: 3 clusters Score -2.061743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -20617416.000000 Penalty: 5930.189453
	Iteration 30Q: 3 clusters Score -2.061742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -20617434.000000 Penalty: 5930.189453
	Iteration 31Q: 3 clusters Score -2.061743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -20617434.000000 Penalty: 5930.189453
	Iteration 32Q: 3 clusters Score -2.061743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -20617434.000000 Penalty: 5930.189453
	Iteration 33F: 3 clusters Score -2.061743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Entering Unmasked Estep 
Score: -3923112.250000 Penalty: 2554.628174
	Iteration 0F: 2 clusters Score -3923112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3902681.000000 Penalty: 5109.256348
	Iteration 0F: 3 clusters Score -3902681 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3909981.750000 Penalty: 5109.256348
	Iteration 1F: 3 clusters Score -3909982 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3910427.500000 Penalty: 5109.256348
	Iteration 2Q: 3 clusters Score -3910428 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3910797.500000 Penalty: 5109.256348
	Iteration 3Q: 3 clusters Score -3910798 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3911211.500000 Penalty: 5109.256348
	Iteration 4Q: 3 clusters Score -3911212 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3911665.750000 Penalty: 5109.256348
	Iteration 5Q: 3 clusters Score -3911666 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3912192.500000 Penalty: 5109.256348
	Iteration 6Q: 3 clusters Score -3912192 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3912790.000000 Penalty: 5109.256348
	Iteration 7Q: 3 clusters Score -3912790 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3913577.500000 Penalty: 5109.256348
	Iteration 8Q: 3 clusters Score -3913578 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3914522.250000 Penalty: 5109.256348
	Iteration 9F: 3 clusters Score -3914522 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3915649.000000 Penalty: 5109.256348
	Iteration 10F: 3 clusters Score -3915649 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3916886.250000 Penalty: 5109.256348
	Iteration 11F: 3 clusters Score -3916886 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3918181.000000 Penalty: 5109.256348
	Iteration 12F: 3 clusters Score -3918181 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3919163.250000 Penalty: 5109.256348
	Iteration 13Q: 3 clusters Score -3919163 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3919892.750000 Penalty: 5109.256348
	Iteration 14Q: 3 clusters Score -3919893 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3920268.000000 Penalty: 5109.256348
	Iteration 15Q: 3 clusters Score -3920268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3920526.000000 Penalty: 5109.256348
	Iteration 16Q: 3 clusters Score -3920526 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3920666.750000 Penalty: 5109.256348
	Iteration 17Q: 3 clusters Score -3920667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3920758.750000 Penalty: 5109.256348
	Iteration 18Q: 3 clusters Score -3920759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3920813.000000 Penalty: 5109.256348
	Iteration 19Q: 3 clusters Score -3920813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3920829.000000 Penalty: 5109.256348
	Iteration 20F: 3 clusters Score -3920829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3920856.250000 Penalty: 5109.256348
	Iteration 21Q: 3 clusters Score -3920856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3920871.250000 Penalty: 5109.256348
	Iteration 22Q: 3 clusters Score -3920871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3920886.750000 Penalty: 5109.256348
	Iteration 23Q: 3 clusters Score -3920887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3920895.250000 Penalty: 5109.256348
	Iteration 24Q: 3 clusters Score -3920895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3920896.250000 Penalty: 5109.256348
	Iteration 25Q: 3 clusters Score -3920896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3920895.250000 Penalty: 5109.256348
	Iteration 26Q: 3 clusters Score -3920895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3920895.250000 Penalty: 5109.256348
	Iteration 27F: 3 clusters Score -3920895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -955712.937500 Penalty: 2229.134766
	Iteration 0F: 2 clusters Score -955712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -949401.500000 Penalty: 4458.269531
	Iteration 0F: 3 clusters Score -949401.5 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -951456.562500 Penalty: 4458.269531
	Iteration 1F: 3 clusters Score -951456.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -952096.812500 Penalty: 4458.269531
	Iteration 2F: 3 clusters Score -952096.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -952629.875000 Penalty: 4458.269531
	Iteration 3F: 3 clusters Score -952629.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -953094.937500 Penalty: 4458.269531
	Iteration 4F: 3 clusters Score -953094.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -953412.687500 Penalty: 4458.269531
	Iteration 5F: 3 clusters Score -953412.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -953620.062500 Penalty: 4458.269531
	Iteration 6Q: 3 clusters Score -953620.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -953749.437500 Penalty: 4458.269531
	Iteration 7Q: 3 clusters Score -953749.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -953837.000000 Penalty: 4458.269531
	Iteration 8Q: 3 clusters Score -953837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -953912.750000 Penalty: 4458.269531
	Iteration 9Q: 3 clusters Score -953912.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -953975.812500 Penalty: 4458.269531
	Iteration 10Q: 3 clusters Score -953975.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -954032.250000 Penalty: 4458.269531
	Iteration 11Q: 3 clusters Score -954032.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -954066.812500 Penalty: 4458.269531
	Iteration 12Q: 3 clusters Score -954066.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -954093.937500 Penalty: 4458.269531
	Iteration 13Q: 3 clusters Score -954093.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -954112.187500 Penalty: 4458.269531
	Iteration 14Q: 3 clusters Score -954112.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -954133.750000 Penalty: 4458.269531
	Iteration 15Q: 3 clusters Score -954133.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -954157.500000 Penalty: 4458.269531
	Iteration 16Q: 3 clusters Score -954157.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -954184.500000 Penalty: 4458.269531
	Iteration 17Q: 3 clusters Score -954184.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -954209.312500 Penalty: 4458.269531
	Iteration 18Q: 3 clusters Score -954209.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -954230.625000 Penalty: 4458.269531
	Iteration 19Q: 3 clusters Score -954230.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -954258.312500 Penalty: 4458.269531
	Iteration 20F: 3 clusters Score -954258.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -954273.562500 Penalty: 4458.269531
	Iteration 21Q: 3 clusters Score -954273.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -954290.437500 Penalty: 4458.269531
	Iteration 22Q: 3 clusters Score -954290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -954306.437500 Penalty: 4458.269531
	Iteration 23Q: 3 clusters Score -954306.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -954328.437500 Penalty: 4458.269531
	Iteration 24Q: 3 clusters Score -954328.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -954346.500000 Penalty: 4458.269531
	Iteration 25Q: 3 clusters Score -954346.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -954356.187500 Penalty: 4458.269531
	Iteration 26Q: 3 clusters Score -954356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -954367.375000 Penalty: 4458.269531
	Iteration 27Q: 3 clusters Score -954367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -954375.312500 Penalty: 4458.269531
	Iteration 28Q: 3 clusters Score -954375.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -954384.312500 Penalty: 4458.269531
	Iteration 29Q: 3 clusters Score -954384.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -954389.812500 Penalty: 4458.269531
	Iteration 30Q: 3 clusters Score -954389.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -954398.375000 Penalty: 4458.269531
	Iteration 31Q: 3 clusters Score -954398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -954404.125000 Penalty: 4458.269531
	Iteration 32Q: 3 clusters Score -954404.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -954407.187500 Penalty: 4458.269531
	Iteration 33Q: 3 clusters Score -954407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -954410.562500 Penalty: 4458.269531
	Iteration 34Q: 3 clusters Score -954410.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -954414.750000 Penalty: 4458.269531
	Iteration 35Q: 3 clusters Score -954414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -954421.937500 Penalty: 4458.269531
	Iteration 36Q: 3 clusters Score -954421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -954427.375000 Penalty: 4458.269531
	Iteration 37Q: 3 clusters Score -954427.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -954429.062500 Penalty: 4458.269531
	Iteration 38Q: 3 clusters Score -954429.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -954433.812500 Penalty: 4458.269531
	Iteration 39Q: 3 clusters Score -954433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -954437.562500 Penalty: 4458.269531
	Iteration 40F: 3 clusters Score -954437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -954441.312500 Penalty: 4458.269531
	Iteration 41Q: 3 clusters Score -954441.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -954442.625000 Penalty: 4458.269531
	Iteration 42Q: 3 clusters Score -954442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -954446.375000 Penalty: 4458.269531
	Iteration 43Q: 3 clusters Score -954446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -954447.062500 Penalty: 4458.269531
	Iteration 44Q: 3 clusters Score -954447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -954449.125000 Penalty: 4458.269531
	Iteration 45Q: 3 clusters Score -954449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -954450.000000 Penalty: 4458.269531
	Iteration 46Q: 3 clusters Score -954450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -954451.437500 Penalty: 4458.269531
	Iteration 47Q: 3 clusters Score -954451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -954453.750000 Penalty: 4458.269531
	Iteration 48Q: 3 clusters Score -954453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -954452.187500 Penalty: 4458.269531
	Iteration 49Q: 3 clusters Score -954452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -954454.750000 Penalty: 4458.269531
	Iteration 50Q: 3 clusters Score -954454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -954454.562500 Penalty: 4458.269531
	Iteration 51Q: 3 clusters Score -954454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -954456.062500 Penalty: 4458.269531
	Iteration 52Q: 3 clusters Score -954456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -954456.875000 Penalty: 4458.269531
	Iteration 53Q: 3 clusters Score -954456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -954456.312500 Penalty: 4458.269531
	Iteration 54Q: 3 clusters Score -954456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -954455.687500 Penalty: 4458.269531
	Iteration 55Q: 3 clusters Score -954455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -954456.750000 Penalty: 4458.269531
	Iteration 56Q: 3 clusters Score -954456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -954457.562500 Penalty: 4458.269531
	Iteration 57Q: 3 clusters Score -954457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -954457.875000 Penalty: 4458.269531
	Iteration 58Q: 3 clusters Score -954457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -954458.312500 Penalty: 4458.269531
	Iteration 59Q: 3 clusters Score -954458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -954457.500000 Penalty: 4458.269531
	Iteration 60F: 3 clusters Score -954457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -954457.625000 Penalty: 4458.269531
	Iteration 61Q: 3 clusters Score -954457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -954457.812500 Penalty: 4458.269531
	Iteration 62Q: 3 clusters Score -954457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -954457.812500 Penalty: 4458.269531
	Iteration 63Q: 3 clusters Score -954457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -954460.937500 Penalty: 4458.269531
	Iteration 64Q: 3 clusters Score -954460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -954462.062500 Penalty: 4458.269531
	Iteration 65Q: 3 clusters Score -954462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -954462.062500 Penalty: 4458.269531
	Iteration 66F: 3 clusters Score -954462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -952050.187500 Penalty: 2217.308350
	Iteration 0F: 2 clusters Score -952050.2 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 3814 members 
Entering Unmasked Estep 
Score: -945848.062500 Penalty: 4434.616699
	Iteration 0F: 3 clusters Score -945848.1 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -947539.500000 Penalty: 4434.616699
	Iteration 1F: 3 clusters Score -947539.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -947923.000000 Penalty: 4434.616699
	Iteration 2F: 3 clusters Score -947923 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -948314.437500 Penalty: 4434.616699
	Iteration 3F: 3 clusters Score -948314.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -948777.687500 Penalty: 4434.616699
	Iteration 4F: 3 clusters Score -948777.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -949330.125000 Penalty: 4434.616699
	Iteration 5F: 3 clusters Score -949330.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -949861.062500 Penalty: 4434.616699
	Iteration 6F: 3 clusters Score -949861.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -950290.937500 Penalty: 4434.616699
	Iteration 7F: 3 clusters Score -950290.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -950576.062500 Penalty: 4434.616699
	Iteration 8Q: 3 clusters Score -950576.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -950761.062500 Penalty: 4434.616699
	Iteration 9Q: 3 clusters Score -950761.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -950887.312500 Penalty: 4434.616699
	Iteration 10Q: 3 clusters Score -950887.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -950976.937500 Penalty: 4434.616699
	Iteration 11Q: 3 clusters Score -950976.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -951031.500000 Penalty: 4434.616699
	Iteration 12Q: 3 clusters Score -951031.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -951065.562500 Penalty: 4434.616699
	Iteration 13Q: 3 clusters Score -951065.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -951092.125000 Penalty: 4434.616699
	Iteration 14Q: 3 clusters Score -951092.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -951111.312500 Penalty: 4434.616699
	Iteration 15Q: 3 clusters Score -951111.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -951130.625000 Penalty: 4434.616699
	Iteration 16Q: 3 clusters Score -951130.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -951142.375000 Penalty: 4434.616699
	Iteration 17Q: 3 clusters Score -951142.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -951156.937500 Penalty: 4434.616699
	Iteration 18Q: 3 clusters Score -951156.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -951170.687500 Penalty: 4434.616699
	Iteration 19Q: 3 clusters Score -951170.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -951181.062500 Penalty: 4434.616699
	Iteration 20F: 3 clusters Score -951181.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -951190.750000 Penalty: 4434.616699
	Iteration 21Q: 3 clusters Score -951190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -951194.062500 Penalty: 4434.616699
	Iteration 22Q: 3 clusters Score -951194.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -951204.250000 Penalty: 4434.616699
	Iteration 23Q: 3 clusters Score -951204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -951208.937500 Penalty: 4434.616699
	Iteration 24Q: 3 clusters Score -951208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -951212.750000 Penalty: 4434.616699
	Iteration 25Q: 3 clusters Score -951212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -951216.562500 Penalty: 4434.616699
	Iteration 26Q: 3 clusters Score -951216.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -951221.375000 Penalty: 4434.616699
	Iteration 27Q: 3 clusters Score -951221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -951226.187500 Penalty: 4434.616699
	Iteration 28Q: 3 clusters Score -951226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -951234.437500 Penalty: 4434.616699
	Iteration 29Q: 3 clusters Score -951234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -951240.812500 Penalty: 4434.616699
	Iteration 30Q: 3 clusters Score -951240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -951248.375000 Penalty: 4434.616699
	Iteration 31Q: 3 clusters Score -951248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -951250.000000 Penalty: 4434.616699
	Iteration 32Q: 3 clusters Score -951250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -951257.125000 Penalty: 4434.616699
	Iteration 33Q: 3 clusters Score -951257.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -951260.750000 Penalty: 4434.616699
	Iteration 34Q: 3 clusters Score -951260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -951265.937500 Penalty: 4434.616699
	Iteration 35Q: 3 clusters Score -951265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -951267.750000 Penalty: 4434.616699
	Iteration 36Q: 3 clusters Score -951267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -951270.687500 Penalty: 4434.616699
	Iteration 37Q: 3 clusters Score -951270.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -951274.250000 Penalty: 4434.616699
	Iteration 38Q: 3 clusters Score -951274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -951275.750000 Penalty: 4434.616699
	Iteration 39Q: 3 clusters Score -951275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -951278.000000 Penalty: 4434.616699
	Iteration 40F: 3 clusters Score -951278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -951282.000000 Penalty: 4434.616699
	Iteration 41Q: 3 clusters Score -951282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -951282.687500 Penalty: 4434.616699
	Iteration 42Q: 3 clusters Score -951282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -951282.437500 Penalty: 4434.616699
	Iteration 43Q: 3 clusters Score -951282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -951285.687500 Penalty: 4434.616699
	Iteration 44Q: 3 clusters Score -951285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -951287.250000 Penalty: 4434.616699
	Iteration 45Q: 3 clusters Score -951287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -951287.750000 Penalty: 4434.616699
	Iteration 46Q: 3 clusters Score -951287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -951288.687500 Penalty: 4434.616699
	Iteration 47Q: 3 clusters Score -951288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -951288.500000 Penalty: 4434.616699
	Iteration 48Q: 3 clusters Score -951288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -951290.312500 Penalty: 4434.616699
	Iteration 49Q: 3 clusters Score -951290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -951290.312500 Penalty: 4434.616699
	Iteration 50Q: 3 clusters Score -951290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -951289.625000 Penalty: 4434.616699
	Iteration 51Q: 3 clusters Score -951289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -951292.000000 Penalty: 4434.616699
	Iteration 52Q: 3 clusters Score -951292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -951292.250000 Penalty: 4434.616699
	Iteration 53Q: 3 clusters Score -951292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -951292.250000 Penalty: 4434.616699
	Iteration 54F: 3 clusters Score -951292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1965732.000000 Penalty: 2385.940186
	Iteration 0F: 2 clusters Score -1965732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1954807.125000 Penalty: 4771.880371
	Iteration 0F: 3 clusters Score -1954807 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1958364.125000 Penalty: 4771.880371
	Iteration 1F: 3 clusters Score -1958364 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1958794.875000 Penalty: 4771.880371
	Iteration 2F: 3 clusters Score -1958795 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1959170.250000 Penalty: 4771.880371
	Iteration 3F: 3 clusters Score -1959170 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1959550.250000 Penalty: 4771.880371
	Iteration 4Q: 3 clusters Score -1959550 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1959998.000000 Penalty: 4771.880371
	Iteration 5Q: 3 clusters Score -1959998 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1960485.250000 Penalty: 4771.880371
	Iteration 6F: 3 clusters Score -1960485 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1960934.750000 Penalty: 4771.880371
	Iteration 7F: 3 clusters Score -1960935 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1961339.125000 Penalty: 4771.880371
	Iteration 8Q: 3 clusters Score -1961339 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1961680.250000 Penalty: 4771.880371
	Iteration 9Q: 3 clusters Score -1961680 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1961964.375000 Penalty: 4771.880371
	Iteration 10Q: 3 clusters Score -1961964 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1962225.000000 Penalty: 4771.880371
	Iteration 11Q: 3 clusters Score -1962225 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1962478.625000 Penalty: 4771.880371
	Iteration 12Q: 3 clusters Score -1962479 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1962689.750000 Penalty: 4771.880371
	Iteration 13Q: 3 clusters Score -1962690 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1962821.625000 Penalty: 4771.880371
	Iteration 14Q: 3 clusters Score -1962822 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1962922.500000 Penalty: 4771.880371
	Iteration 15Q: 3 clusters Score -1962922 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1962989.750000 Penalty: 4771.880371
	Iteration 16Q: 3 clusters Score -1962990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1963054.750000 Penalty: 4771.880371
	Iteration 17Q: 3 clusters Score -1963055 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1963101.125000 Penalty: 4771.880371
	Iteration 18Q: 3 clusters Score -1963101 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1963146.125000 Penalty: 4771.880371
	Iteration 19Q: 3 clusters Score -1963146 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1963172.000000 Penalty: 4771.880371
	Iteration 20F: 3 clusters Score -1963172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1963196.625000 Penalty: 4771.880371
	Iteration 21Q: 3 clusters Score -1963197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1963222.250000 Penalty: 4771.880371
	Iteration 22Q: 3 clusters Score -1963222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1963247.375000 Penalty: 4771.880371
	Iteration 23Q: 3 clusters Score -1963247 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1963262.875000 Penalty: 4771.880371
	Iteration 24Q: 3 clusters Score -1963263 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1963288.500000 Penalty: 4771.880371
	Iteration 25Q: 3 clusters Score -1963288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1963309.000000 Penalty: 4771.880371
	Iteration 26Q: 3 clusters Score -1963309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1963329.250000 Penalty: 4771.880371
	Iteration 27Q: 3 clusters Score -1963329 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1963355.500000 Penalty: 4771.880371
	Iteration 28Q: 3 clusters Score -1963356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1963368.250000 Penalty: 4771.880371
	Iteration 29Q: 3 clusters Score -1963368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1963381.250000 Penalty: 4771.880371
	Iteration 30Q: 3 clusters Score -1963381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1963396.000000 Penalty: 4771.880371
	Iteration 31Q: 3 clusters Score -1963396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1963408.750000 Penalty: 4771.880371
	Iteration 32Q: 3 clusters Score -1963409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1963420.625000 Penalty: 4771.880371
	Iteration 33Q: 3 clusters Score -1963421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1963437.500000 Penalty: 4771.880371
	Iteration 34Q: 3 clusters Score -1963438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1963446.250000 Penalty: 4771.880371
	Iteration 35Q: 3 clusters Score -1963446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1963455.375000 Penalty: 4771.880371
	Iteration 36Q: 3 clusters Score -1963455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1963460.000000 Penalty: 4771.880371
	Iteration 37Q: 3 clusters Score -1963460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1963476.500000 Penalty: 4771.880371
	Iteration 38Q: 3 clusters Score -1963476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1963487.750000 Penalty: 4771.880371
	Iteration 39Q: 3 clusters Score -1963488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1963494.375000 Penalty: 4771.880371
	Iteration 40F: 3 clusters Score -1963494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1963509.625000 Penalty: 4771.880371
	Iteration 41Q: 3 clusters Score -1963510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1963517.000000 Penalty: 4771.880371
	Iteration 42Q: 3 clusters Score -1963517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1963526.125000 Penalty: 4771.880371
	Iteration 43Q: 3 clusters Score -1963526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1963531.125000 Penalty: 4771.880371
	Iteration 44Q: 3 clusters Score -1963531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1963540.125000 Penalty: 4771.880371
	Iteration 45Q: 3 clusters Score -1963540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1963548.250000 Penalty: 4771.880371
	Iteration 46Q: 3 clusters Score -1963548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1963554.625000 Penalty: 4771.880371
	Iteration 47Q: 3 clusters Score -1963555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1963560.125000 Penalty: 4771.880371
	Iteration 48Q: 3 clusters Score -1963560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1963567.375000 Penalty: 4771.880371
	Iteration 49Q: 3 clusters Score -1963567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1963572.125000 Penalty: 4771.880371
	Iteration 50Q: 3 clusters Score -1963572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1963570.750000 Penalty: 4771.880371
	Iteration 51Q: 3 clusters Score -1963571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1963570.750000 Penalty: 4771.880371
	Iteration 52Q: 3 clusters Score -1963571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1963575.125000 Penalty: 4771.880371
	Iteration 53Q: 3 clusters Score -1963575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1963576.750000 Penalty: 4771.880371
	Iteration 54Q: 3 clusters Score -1963577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1963578.750000 Penalty: 4771.880371
	Iteration 55Q: 3 clusters Score -1963579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1963583.375000 Penalty: 4771.880371
	Iteration 56Q: 3 clusters Score -1963583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1963588.750000 Penalty: 4771.880371
	Iteration 57Q: 3 clusters Score -1963589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1963593.125000 Penalty: 4771.880371
	Iteration 58Q: 3 clusters Score -1963593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1963599.875000 Penalty: 4771.880371
	Iteration 59Q: 3 clusters Score -1963600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1963608.375000 Penalty: 4771.880371
	Iteration 60F: 3 clusters Score -1963608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1963617.875000 Penalty: 4771.880371
	Iteration 61Q: 3 clusters Score -1963618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1963621.500000 Penalty: 4771.880371
	Iteration 62Q: 3 clusters Score -1963622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1963628.875000 Penalty: 4771.880371
	Iteration 63Q: 3 clusters Score -1963629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1963632.625000 Penalty: 4771.880371
	Iteration 64Q: 3 clusters Score -1963633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1963631.875000 Penalty: 4771.880371
	Iteration 65Q: 3 clusters Score -1963632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1963639.250000 Penalty: 4771.880371
	Iteration 66Q: 3 clusters Score -1963639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1963641.250000 Penalty: 4771.880371
	Iteration 67Q: 3 clusters Score -1963641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1963644.750000 Penalty: 4771.880371
	Iteration 68Q: 3 clusters Score -1963645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1963651.875000 Penalty: 4771.880371
	Iteration 69Q: 3 clusters Score -1963652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1963652.625000 Penalty: 4771.880371
	Iteration 70Q: 3 clusters Score -1963653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1963656.625000 Penalty: 4771.880371
	Iteration 71Q: 3 clusters Score -1963657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1963659.000000 Penalty: 4771.880371
	Iteration 72Q: 3 clusters Score -1963659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1963663.000000 Penalty: 4771.880371
	Iteration 73Q: 3 clusters Score -1963663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1963663.125000 Penalty: 4771.880371
	Iteration 74Q: 3 clusters Score -1963663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1963665.625000 Penalty: 4771.880371
	Iteration 75Q: 3 clusters Score -1963666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1963668.375000 Penalty: 4771.880371
	Iteration 76Q: 3 clusters Score -1963668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1963676.750000 Penalty: 4771.880371
	Iteration 77Q: 3 clusters Score -1963677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1963671.625000 Penalty: 4771.880371
	Iteration 78Q: 3 clusters Score -1963672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1963676.500000 Penalty: 4771.880371
	Iteration 79Q: 3 clusters Score -1963676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1963678.375000 Penalty: 4771.880371
	Iteration 80F: 3 clusters Score -1963678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1963675.125000 Penalty: 4771.880371
	Iteration 81Q: 3 clusters Score -1963675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1963684.125000 Penalty: 4771.880371
	Iteration 82Q: 3 clusters Score -1963684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1963682.125000 Penalty: 4771.880371
	Iteration 83Q: 3 clusters Score -1963682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1963685.625000 Penalty: 4771.880371
	Iteration 84Q: 3 clusters Score -1963686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1963685.125000 Penalty: 4771.880371
	Iteration 85Q: 3 clusters Score -1963685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1963683.875000 Penalty: 4771.880371
	Iteration 86Q: 3 clusters Score -1963684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1963687.625000 Penalty: 4771.880371
	Iteration 87Q: 3 clusters Score -1963688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1963687.250000 Penalty: 4771.880371
	Iteration 88Q: 3 clusters Score -1963687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1963687.125000 Penalty: 4771.880371
	Iteration 89Q: 3 clusters Score -1963687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1963688.125000 Penalty: 4771.880371
	Iteration 90Q: 3 clusters Score -1963688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1963684.500000 Penalty: 4771.880371
	Iteration 91Q: 3 clusters Score -1963684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1963684.750000 Penalty: 4771.880371
	Iteration 92Q: 3 clusters Score -1963685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1963690.500000 Penalty: 4771.880371
	Iteration 93Q: 3 clusters Score -1963690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1963690.875000 Penalty: 4771.880371
	Iteration 94Q: 3 clusters Score -1963691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1963690.875000 Penalty: 4771.880371
	Iteration 95F: 3 clusters Score -1963691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -158440.859375 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -158440.9 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 608 members 
Entering Unmasked Estep 
Score: -156387.828125 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -156387.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156885.875000 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -156885.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157086.640625 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -157086.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -157206.562500 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -157206.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157322.515625 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -157322.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157529.625000 Penalty: 3541.664551
	Iteration 5F: 3 clusters Score -157529.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157959.000000 Penalty: 3541.664551
	Iteration 6F: 3 clusters Score -157959 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -158580.593750 Penalty: 3541.664551
	Iteration 7F: 3 clusters Score -158580.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -159064.828125 Penalty: 3541.664551
	Iteration 8F: 3 clusters Score -159064.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -159177.578125 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -159177.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159221.031250 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -159221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -159240.078125 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -159240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159244.812500 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -159244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159246.125000 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -159246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159250.937500 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -159250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159250.937500 Penalty: 3541.664551
	Iteration 15F: 3 clusters Score -159250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226062 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120878 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155753 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107650 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114535 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 21363 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 991 members 
Entering Unmasked Estep 
Score: -181105232.000000 Penalty: 112337.296875
Splitting cluster 12 changes total score from -181106336.000000 to -181105232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Entering Unmasked Estep 
Score: -5957600.500000 Penalty: 2651.698242
	Iteration 0F: 2 clusters Score -5957600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5927913.500000 Penalty: 5303.396484
	Iteration 0F: 3 clusters Score -5927914 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5938985.000000 Penalty: 5303.396484
	Iteration 1F: 3 clusters Score -5938985 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5939626.000000 Penalty: 5303.396484
	Iteration 2Q: 3 clusters Score -5939626 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5940231.500000 Penalty: 5303.396484
	Iteration 3Q: 3 clusters Score -5940232 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5940886.000000 Penalty: 5303.396484
	Iteration 4Q: 3 clusters Score -5940886 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5941670.500000 Penalty: 5303.396484
	Iteration 5Q: 3 clusters Score -5941670 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -5942447.000000 Penalty: 5303.396484
	Iteration 6Q: 3 clusters Score -5942447 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5943114.500000 Penalty: 5303.396484
	Iteration 7Q: 3 clusters Score -5943114 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5943805.000000 Penalty: 5303.396484
	Iteration 8Q: 3 clusters Score -5943805 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5944458.000000 Penalty: 5303.396484
	Iteration 9Q: 3 clusters Score -5944458 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5944990.500000 Penalty: 5303.396484
	Iteration 10Q: 3 clusters Score -5944990 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5945543.500000 Penalty: 5303.396484
	Iteration 11Q: 3 clusters Score -5945544 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5946226.500000 Penalty: 5303.396484
	Iteration 12Q: 3 clusters Score -5946226 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5946974.000000 Penalty: 5303.396484
	Iteration 13Q: 3 clusters Score -5946974 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5947888.500000 Penalty: 5303.396484
	Iteration 14Q: 3 clusters Score -5947888 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5948986.000000 Penalty: 5303.396484
	Iteration 15Q: 3 clusters Score -5948986 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5950322.500000 Penalty: 5303.396484
	Iteration 16Q: 3 clusters Score -5950322 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5951738.000000 Penalty: 5303.396484
	Iteration 17Q: 3 clusters Score -5951738 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5953005.500000 Penalty: 5303.396484
	Iteration 18Q: 3 clusters Score -5953006 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5953924.000000 Penalty: 5303.396484
	Iteration 19Q: 3 clusters Score -5953924 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5954536.000000 Penalty: 5303.396484
	Iteration 20F: 3 clusters Score -5954536 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5954864.500000 Penalty: 5303.396484
	Iteration 21Q: 3 clusters Score -5954864 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5955026.500000 Penalty: 5303.396484
	Iteration 22Q: 3 clusters Score -5955026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5955102.500000 Penalty: 5303.396484
	Iteration 23Q: 3 clusters Score -5955102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5955167.500000 Penalty: 5303.396484
	Iteration 24Q: 3 clusters Score -5955168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5955217.500000 Penalty: 5303.396484
	Iteration 25Q: 3 clusters Score -5955218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5955255.500000 Penalty: 5303.396484
	Iteration 26Q: 3 clusters Score -5955256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5955273.000000 Penalty: 5303.396484
	Iteration 27Q: 3 clusters Score -5955273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5955285.000000 Penalty: 5303.396484
	Iteration 28Q: 3 clusters Score -5955285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5955292.500000 Penalty: 5303.396484
	Iteration 29Q: 3 clusters Score -5955292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5955294.500000 Penalty: 5303.396484
	Iteration 30Q: 3 clusters Score -5955294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5955294.500000 Penalty: 5303.396484
	Iteration 31F: 3 clusters Score -5955294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -1190292.250000 Penalty: 2257.345215
	Iteration 0F: 2 clusters Score -1190292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1183254.750000 Penalty: 4514.690430
	Iteration 0F: 3 clusters Score -1183255 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1185301.125000 Penalty: 4514.690430
	Iteration 1F: 3 clusters Score -1185301 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1185603.750000 Penalty: 4514.690430
	Iteration 2F: 3 clusters Score -1185604 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1185822.500000 Penalty: 4514.690430
	Iteration 3F: 3 clusters Score -1185822 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1185993.000000 Penalty: 4514.690430
	Iteration 4Q: 3 clusters Score -1185993 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1186191.750000 Penalty: 4514.690430
	Iteration 5Q: 3 clusters Score -1186192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1186428.750000 Penalty: 4514.690430
	Iteration 6Q: 3 clusters Score -1186429 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1186734.125000 Penalty: 4514.690430
	Iteration 7F: 3 clusters Score -1186734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1187074.750000 Penalty: 4514.690430
	Iteration 8F: 3 clusters Score -1187075 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1187408.000000 Penalty: 4514.690430
	Iteration 9F: 3 clusters Score -1187408 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1187657.750000 Penalty: 4514.690430
	Iteration 10Q: 3 clusters Score -1187658 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1187848.375000 Penalty: 4514.690430
	Iteration 11Q: 3 clusters Score -1187848 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1187979.250000 Penalty: 4514.690430
	Iteration 12Q: 3 clusters Score -1187979 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1188062.000000 Penalty: 4514.690430
	Iteration 13Q: 3 clusters Score -1188062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1188118.250000 Penalty: 4514.690430
	Iteration 14Q: 3 clusters Score -1188118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1188146.500000 Penalty: 4514.690430
	Iteration 15Q: 3 clusters Score -1188146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1188163.500000 Penalty: 4514.690430
	Iteration 16Q: 3 clusters Score -1188164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1188179.750000 Penalty: 4514.690430
	Iteration 17Q: 3 clusters Score -1188180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1188191.625000 Penalty: 4514.690430
	Iteration 18Q: 3 clusters Score -1188192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1188202.750000 Penalty: 4514.690430
	Iteration 19Q: 3 clusters Score -1188203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1188210.500000 Penalty: 4514.690430
	Iteration 20F: 3 clusters Score -1188210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1188221.000000 Penalty: 4514.690430
	Iteration 21Q: 3 clusters Score -1188221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1188227.875000 Penalty: 4514.690430
	Iteration 22Q: 3 clusters Score -1188228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1188235.625000 Penalty: 4514.690430
	Iteration 23Q: 3 clusters Score -1188236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1188241.625000 Penalty: 4514.690430
	Iteration 24Q: 3 clusters Score -1188242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1188243.375000 Penalty: 4514.690430
	Iteration 25Q: 3 clusters Score -1188243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1188243.750000 Penalty: 4514.690430
	Iteration 26Q: 3 clusters Score -1188244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1188247.750000 Penalty: 4514.690430
	Iteration 27Q: 3 clusters Score -1188248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1188245.125000 Penalty: 4514.690430
	Iteration 28Q: 3 clusters Score -1188245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1188247.500000 Penalty: 4514.690430
	Iteration 29Q: 3 clusters Score -1188248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1188249.125000 Penalty: 4514.690430
	Iteration 30Q: 3 clusters Score -1188249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1188252.000000 Penalty: 4514.690430
	Iteration 31Q: 3 clusters Score -1188252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1188252.625000 Penalty: 4514.690430
	Iteration 32Q: 3 clusters Score -1188253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1188252.500000 Penalty: 4514.690430
	Iteration 33Q: 3 clusters Score -1188252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1188252.375000 Penalty: 4514.690430
	Iteration 34Q: 3 clusters Score -1188252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1188252.375000 Penalty: 4514.690430
	Iteration 35F: 3 clusters Score -1188252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -561499.812500 Penalty: 2093.411621
	Iteration 0F: 2 clusters Score -561499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -557305.625000 Penalty: 4186.823242
	Iteration 0F: 3 clusters Score -557305.6 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558562.875000 Penalty: 4186.823242
	Iteration 1F: 3 clusters Score -558562.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -559098.562500 Penalty: 4186.823242
	Iteration 2F: 3 clusters Score -559098.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -559560.500000 Penalty: 4186.823242
	Iteration 3F: 3 clusters Score -559560.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -559909.250000 Penalty: 4186.823242
	Iteration 4F: 3 clusters Score -559909.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -560162.562500 Penalty: 4186.823242
	Iteration 5F: 3 clusters Score -560162.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -560324.187500 Penalty: 4186.823242
	Iteration 6Q: 3 clusters Score -560324.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -560411.875000 Penalty: 4186.823242
	Iteration 7Q: 3 clusters Score -560411.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -560453.750000 Penalty: 4186.823242
	Iteration 8Q: 3 clusters Score -560453.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -560483.187500 Penalty: 4186.823242
	Iteration 9Q: 3 clusters Score -560483.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -560506.000000 Penalty: 4186.823242
	Iteration 10Q: 3 clusters Score -560506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -560518.000000 Penalty: 4186.823242
	Iteration 11Q: 3 clusters Score -560518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -560527.375000 Penalty: 4186.823242
	Iteration 12Q: 3 clusters Score -560527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -560529.937500 Penalty: 4186.823242
	Iteration 13Q: 3 clusters Score -560529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -560532.500000 Penalty: 4186.823242
	Iteration 14Q: 3 clusters Score -560532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -560535.125000 Penalty: 4186.823242
	Iteration 15Q: 3 clusters Score -560535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -560537.187500 Penalty: 4186.823242
	Iteration 16Q: 3 clusters Score -560537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -560538.187500 Penalty: 4186.823242
	Iteration 17Q: 3 clusters Score -560538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -560537.250000 Penalty: 4186.823242
	Iteration 18Q: 3 clusters Score -560537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -560538.312500 Penalty: 4186.823242
	Iteration 19Q: 3 clusters Score -560538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -560539.500000 Penalty: 4186.823242
	Iteration 20F: 3 clusters Score -560539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -560540.687500 Penalty: 4186.823242
	Iteration 21Q: 3 clusters Score -560540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -560540.875000 Penalty: 4186.823242
	Iteration 22Q: 3 clusters Score -560540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -560540.312500 Penalty: 4186.823242
	Iteration 23Q: 3 clusters Score -560540.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -560540.312500 Penalty: 4186.823242
	Iteration 24F: 3 clusters Score -560540.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1802024.125000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1802024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1791870.125000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1791870 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1795203.500000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1795204 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1795772.625000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1795773 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1796457.000000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1796457 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1797183.500000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1797184 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1797864.125000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1797864 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1798420.250000 Penalty: 4731.056641
	Iteration 6F: 3 clusters Score -1798420 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1798852.125000 Penalty: 4731.056641
	Iteration 7Q: 3 clusters Score -1798852 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1799185.625000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1799186 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1799456.375000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1799456 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1799637.375000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1799637 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1799776.375000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1799776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1799876.875000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1799877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1799992.625000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1799993 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1800115.375000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1800115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1800243.250000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1800243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1800326.125000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1800326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1800397.625000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1800398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1800461.875000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1800462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1800498.625000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1800499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1800527.625000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1800528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1800543.125000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1800543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1800563.250000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1800563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1800571.125000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1800571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1800584.000000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1800584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1800589.000000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1800589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1800591.250000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1800591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1800593.500000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1800594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1800597.750000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1800598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1800599.875000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1800600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1800599.500000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1800600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1800604.750000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1800605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1800606.250000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1800606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1800609.750000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1800610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1800613.750000 Penalty: 4731.056641
	Iteration 34Q: 3 clusters Score -1800614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1800615.875000 Penalty: 4731.056641
	Iteration 35Q: 3 clusters Score -1800616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1800618.250000 Penalty: 4731.056641
	Iteration 36Q: 3 clusters Score -1800618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1800619.750000 Penalty: 4731.056641
	Iteration 37Q: 3 clusters Score -1800620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1800625.250000 Penalty: 4731.056641
	Iteration 38Q: 3 clusters Score -1800625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1800625.875000 Penalty: 4731.056641
	Iteration 39Q: 3 clusters Score -1800626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1800630.250000 Penalty: 4731.056641
	Iteration 40F: 3 clusters Score -1800630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1800628.875000 Penalty: 4731.056641
	Iteration 41Q: 3 clusters Score -1800629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1800634.375000 Penalty: 4731.056641
	Iteration 42Q: 3 clusters Score -1800634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1800636.875000 Penalty: 4731.056641
	Iteration 43Q: 3 clusters Score -1800637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1800637.125000 Penalty: 4731.056641
	Iteration 44Q: 3 clusters Score -1800637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1800639.125000 Penalty: 4731.056641
	Iteration 45Q: 3 clusters Score -1800639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1800639.375000 Penalty: 4731.056641
	Iteration 46Q: 3 clusters Score -1800639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1800645.875000 Penalty: 4731.056641
	Iteration 47Q: 3 clusters Score -1800646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1800644.125000 Penalty: 4731.056641
	Iteration 48Q: 3 clusters Score -1800644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1800646.875000 Penalty: 4731.056641
	Iteration 49Q: 3 clusters Score -1800647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1800647.500000 Penalty: 4731.056641
	Iteration 50Q: 3 clusters Score -1800648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1800651.750000 Penalty: 4731.056641
	Iteration 51Q: 3 clusters Score -1800652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1800653.000000 Penalty: 4731.056641
	Iteration 52Q: 3 clusters Score -1800653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1800653.750000 Penalty: 4731.056641
	Iteration 53Q: 3 clusters Score -1800654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1800653.750000 Penalty: 4731.056641
	Iteration 54F: 3 clusters Score -1800654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -670106.125000 Penalty: 2117.612305
	Iteration 0F: 2 clusters Score -670106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -665531.437500 Penalty: 4235.224609
	Iteration 0F: 3 clusters Score -665531.4 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -666595.000000 Penalty: 4235.224609
	Iteration 1F: 3 clusters Score -666595 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -666774.625000 Penalty: 4235.224609
	Iteration 2F: 3 clusters Score -666774.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -666885.687500 Penalty: 4235.224609
	Iteration 3Q: 3 clusters Score -666885.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666949.750000 Penalty: 4235.224609
	Iteration 4Q: 3 clusters Score -666949.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -666995.562500 Penalty: 4235.224609
	Iteration 5Q: 3 clusters Score -666995.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -667036.000000 Penalty: 4235.224609
	Iteration 6Q: 3 clusters Score -667036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -667078.250000 Penalty: 4235.224609
	Iteration 7Q: 3 clusters Score -667078.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -667119.125000 Penalty: 4235.224609
	Iteration 8Q: 3 clusters Score -667119.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -667174.562500 Penalty: 4235.224609
	Iteration 9Q: 3 clusters Score -667174.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -667206.687500 Penalty: 4235.224609
	Iteration 10Q: 3 clusters Score -667206.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -667234.187500 Penalty: 4235.224609
	Iteration 11Q: 3 clusters Score -667234.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -667253.500000 Penalty: 4235.224609
	Iteration 12Q: 3 clusters Score -667253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -667273.437500 Penalty: 4235.224609
	Iteration 13Q: 3 clusters Score -667273.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -667291.812500 Penalty: 4235.224609
	Iteration 14Q: 3 clusters Score -667291.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -667306.500000 Penalty: 4235.224609
	Iteration 15Q: 3 clusters Score -667306.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -667319.250000 Penalty: 4235.224609
	Iteration 16Q: 3 clusters Score -667319.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -667334.937500 Penalty: 4235.224609
	Iteration 17Q: 3 clusters Score -667334.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -667351.187500 Penalty: 4235.224609
	Iteration 18Q: 3 clusters Score -667351.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -667366.937500 Penalty: 4235.224609
	Iteration 19Q: 3 clusters Score -667366.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -667385.437500 Penalty: 4235.224609
	Iteration 20F: 3 clusters Score -667385.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -667402.562500 Penalty: 4235.224609
	Iteration 21Q: 3 clusters Score -667402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -667416.687500 Penalty: 4235.224609
	Iteration 22Q: 3 clusters Score -667416.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -667431.375000 Penalty: 4235.224609
	Iteration 23Q: 3 clusters Score -667431.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -667445.250000 Penalty: 4235.224609
	Iteration 24Q: 3 clusters Score -667445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -667455.750000 Penalty: 4235.224609
	Iteration 25Q: 3 clusters Score -667455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -667468.625000 Penalty: 4235.224609
	Iteration 26Q: 3 clusters Score -667468.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -667487.937500 Penalty: 4235.224609
	Iteration 27Q: 3 clusters Score -667487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -667515.187500 Penalty: 4235.224609
	Iteration 28Q: 3 clusters Score -667515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -667537.437500 Penalty: 4235.224609
	Iteration 29Q: 3 clusters Score -667537.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -667569.062500 Penalty: 4235.224609
	Iteration 30Q: 3 clusters Score -667569.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -667612.500000 Penalty: 4235.224609
	Iteration 31Q: 3 clusters Score -667612.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -667653.312500 Penalty: 4235.224609
	Iteration 32Q: 3 clusters Score -667653.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -667690.625000 Penalty: 4235.224609
	Iteration 33Q: 3 clusters Score -667690.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -667717.375000 Penalty: 4235.224609
	Iteration 34Q: 3 clusters Score -667717.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -667730.000000 Penalty: 4235.224609
	Iteration 35Q: 3 clusters Score -667730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -667745.875000 Penalty: 4235.224609
	Iteration 36Q: 3 clusters Score -667745.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -667764.250000 Penalty: 4235.224609
	Iteration 37Q: 3 clusters Score -667764.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -667780.250000 Penalty: 4235.224609
	Iteration 38Q: 3 clusters Score -667780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -667793.062500 Penalty: 4235.224609
	Iteration 39Q: 3 clusters Score -667793.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -667801.750000 Penalty: 4235.224609
	Iteration 40F: 3 clusters Score -667801.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -667810.250000 Penalty: 4235.224609
	Iteration 41Q: 3 clusters Score -667810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -667819.625000 Penalty: 4235.224609
	Iteration 42Q: 3 clusters Score -667819.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -667829.687500 Penalty: 4235.224609
	Iteration 43Q: 3 clusters Score -667829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -667841.437500 Penalty: 4235.224609
	Iteration 44Q: 3 clusters Score -667841.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -667853.625000 Penalty: 4235.224609
	Iteration 45Q: 3 clusters Score -667853.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -667866.062500 Penalty: 4235.224609
	Iteration 46Q: 3 clusters Score -667866.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -667873.812500 Penalty: 4235.224609
	Iteration 47Q: 3 clusters Score -667873.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -667885.312500 Penalty: 4235.224609
	Iteration 48Q: 3 clusters Score -667885.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -667897.500000 Penalty: 4235.224609
	Iteration 49Q: 3 clusters Score -667897.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -667911.625000 Penalty: 4235.224609
	Iteration 50Q: 3 clusters Score -667911.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -667921.000000 Penalty: 4235.224609
	Iteration 51Q: 3 clusters Score -667921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -667930.687500 Penalty: 4235.224609
	Iteration 52Q: 3 clusters Score -667930.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -667937.250000 Penalty: 4235.224609
	Iteration 53Q: 3 clusters Score -667937.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -667948.875000 Penalty: 4235.224609
	Iteration 54Q: 3 clusters Score -667948.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -667958.062500 Penalty: 4235.224609
	Iteration 55Q: 3 clusters Score -667958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -667963.875000 Penalty: 4235.224609
	Iteration 56Q: 3 clusters Score -667963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -667971.375000 Penalty: 4235.224609
	Iteration 57Q: 3 clusters Score -667971.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -667979.000000 Penalty: 4235.224609
	Iteration 58Q: 3 clusters Score -667979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -667984.437500 Penalty: 4235.224609
	Iteration 59Q: 3 clusters Score -667984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -667988.437500 Penalty: 4235.224609
	Iteration 60F: 3 clusters Score -667988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -667990.500000 Penalty: 4235.224609
	Iteration 61Q: 3 clusters Score -667990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -667994.750000 Penalty: 4235.224609
	Iteration 62Q: 3 clusters Score -667994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -667998.375000 Penalty: 4235.224609
	Iteration 63Q: 3 clusters Score -667998.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -668003.375000 Penalty: 4235.224609
	Iteration 64Q: 3 clusters Score -668003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -668009.375000 Penalty: 4235.224609
	Iteration 65Q: 3 clusters Score -668009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -668012.687500 Penalty: 4235.224609
	Iteration 66Q: 3 clusters Score -668012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -668016.500000 Penalty: 4235.224609
	Iteration 67Q: 3 clusters Score -668016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -668020.937500 Penalty: 4235.224609
	Iteration 68Q: 3 clusters Score -668020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -668023.812500 Penalty: 4235.224609
	Iteration 69Q: 3 clusters Score -668023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -668027.687500 Penalty: 4235.224609
	Iteration 70Q: 3 clusters Score -668027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -668029.375000 Penalty: 4235.224609
	Iteration 71Q: 3 clusters Score -668029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -668030.250000 Penalty: 4235.224609
	Iteration 72Q: 3 clusters Score -668030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -668035.000000 Penalty: 4235.224609
	Iteration 73Q: 3 clusters Score -668035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -668037.687500 Penalty: 4235.224609
	Iteration 74Q: 3 clusters Score -668037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -668042.187500 Penalty: 4235.224609
	Iteration 75Q: 3 clusters Score -668042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -668044.625000 Penalty: 4235.224609
	Iteration 76Q: 3 clusters Score -668044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -668047.875000 Penalty: 4235.224609
	Iteration 77Q: 3 clusters Score -668047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -668050.937500 Penalty: 4235.224609
	Iteration 78Q: 3 clusters Score -668050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -668053.687500 Penalty: 4235.224609
	Iteration 79Q: 3 clusters Score -668053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -668056.187500 Penalty: 4235.224609
	Iteration 80F: 3 clusters Score -668056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -668056.875000 Penalty: 4235.224609
	Iteration 81Q: 3 clusters Score -668056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -668057.312500 Penalty: 4235.224609
	Iteration 82Q: 3 clusters Score -668057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -668058.125000 Penalty: 4235.224609
	Iteration 83Q: 3 clusters Score -668058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -668059.125000 Penalty: 4235.224609
	Iteration 84Q: 3 clusters Score -668059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -668059.875000 Penalty: 4235.224609
	Iteration 85Q: 3 clusters Score -668059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -668062.000000 Penalty: 4235.224609
	Iteration 86Q: 3 clusters Score -668062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -668065.687500 Penalty: 4235.224609
	Iteration 87Q: 3 clusters Score -668065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -668066.437500 Penalty: 4235.224609
	Iteration 88Q: 3 clusters Score -668066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -668066.562500 Penalty: 4235.224609
	Iteration 89Q: 3 clusters Score -668066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -668066.250000 Penalty: 4235.224609
	Iteration 90Q: 3 clusters Score -668066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -668067.312500 Penalty: 4235.224609
	Iteration 91Q: 3 clusters Score -668067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -668068.500000 Penalty: 4235.224609
	Iteration 92Q: 3 clusters Score -668068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -668067.625000 Penalty: 4235.224609
	Iteration 93Q: 3 clusters Score -668067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -668069.062500 Penalty: 4235.224609
	Iteration 94Q: 3 clusters Score -668069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -668068.375000 Penalty: 4235.224609
	Iteration 95Q: 3 clusters Score -668068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -668068.375000 Penalty: 4235.224609
	Iteration 96F: 3 clusters Score -668068.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Entering Unmasked Estep 
Score: -13456657.000000 Penalty: 2873.486816
	Iteration 0F: 2 clusters Score -1.345666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -13384656.000000 Penalty: 5746.973633
	Iteration 0F: 3 clusters Score -1.338466e+07 nChanged 50949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -13413962.000000 Penalty: 5746.973633
	Iteration 1F: 3 clusters Score -1.341396e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -13414981.000000 Penalty: 5746.973633
	Iteration 2Q: 3 clusters Score -1.341498e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -13416299.000000 Penalty: 5746.973633
	Iteration 3Q: 3 clusters Score -1.34163e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -13417961.000000 Penalty: 5746.973633
	Iteration 4Q: 3 clusters Score -1.341796e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -13420083.000000 Penalty: 5746.973633
	Iteration 5Q: 3 clusters Score -1.342008e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -13422930.000000 Penalty: 5746.973633
	Iteration 6F: 3 clusters Score -1.342293e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -13426677.000000 Penalty: 5746.973633
	Iteration 7F: 3 clusters Score -1.342668e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -13430865.000000 Penalty: 5746.973633
	Iteration 8F: 3 clusters Score -1.343086e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -13435888.000000 Penalty: 5746.973633
	Iteration 9F: 3 clusters Score -1.343589e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -13440845.000000 Penalty: 5746.973633
	Iteration 10F: 3 clusters Score -1.344084e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -13445445.000000 Penalty: 5746.973633
	Iteration 11F: 3 clusters Score -1.344544e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -13449075.000000 Penalty: 5746.973633
	Iteration 12Q: 3 clusters Score -1.344908e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -13451355.000000 Penalty: 5746.973633
	Iteration 13Q: 3 clusters Score -1.345136e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13452649.000000 Penalty: 5746.973633
	Iteration 14Q: 3 clusters Score -1.345265e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13453417.000000 Penalty: 5746.973633
	Iteration 15Q: 3 clusters Score -1.345342e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13453864.000000 Penalty: 5746.973633
	Iteration 16Q: 3 clusters Score -1.345386e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13454082.000000 Penalty: 5746.973633
	Iteration 17Q: 3 clusters Score -1.345408e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13454198.000000 Penalty: 5746.973633
	Iteration 18Q: 3 clusters Score -1.34542e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13454304.000000 Penalty: 5746.973633
	Iteration 19Q: 3 clusters Score -1.34543e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13454325.000000 Penalty: 5746.973633
	Iteration 20F: 3 clusters Score -1.345432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13454367.000000 Penalty: 5746.973633
	Iteration 21Q: 3 clusters Score -1.345437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13454373.000000 Penalty: 5746.973633
	Iteration 22Q: 3 clusters Score -1.345437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13454396.000000 Penalty: 5746.973633
	Iteration 23Q: 3 clusters Score -1.34544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -13454422.000000 Penalty: 5746.973633
	Iteration 24Q: 3 clusters Score -1.345442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13454436.000000 Penalty: 5746.973633
	Iteration 25Q: 3 clusters Score -1.345444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13454445.000000 Penalty: 5746.973633
	Iteration 26Q: 3 clusters Score -1.345444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13454471.000000 Penalty: 5746.973633
	Iteration 27Q: 3 clusters Score -1.345447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13454500.000000 Penalty: 5746.973633
	Iteration 28Q: 3 clusters Score -1.34545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13454520.000000 Penalty: 5746.973633
	Iteration 29Q: 3 clusters Score -1.345452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13454547.000000 Penalty: 5746.973633
	Iteration 30Q: 3 clusters Score -1.345455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13454550.000000 Penalty: 5746.973633
	Iteration 31Q: 3 clusters Score -1.345455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13454554.000000 Penalty: 5746.973633
	Iteration 32Q: 3 clusters Score -1.345455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13454551.000000 Penalty: 5746.973633
	Iteration 33Q: 3 clusters Score -1.345455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13454552.000000 Penalty: 5746.973633
	Iteration 34Q: 3 clusters Score -1.345455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13454566.000000 Penalty: 5746.973633
	Iteration 35Q: 3 clusters Score -1.345457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13454566.000000 Penalty: 5746.973633
	Iteration 36Q: 3 clusters Score -1.345457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13454578.000000 Penalty: 5746.973633
	Iteration 37Q: 3 clusters Score -1.345458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13454595.000000 Penalty: 5746.973633
	Iteration 38Q: 3 clusters Score -1.34546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13454589.000000 Penalty: 5746.973633
	Iteration 39Q: 3 clusters Score -1.345459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13454588.000000 Penalty: 5746.973633
	Iteration 40F: 3 clusters Score -1.345459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13454593.000000 Penalty: 5746.973633
	Iteration 41Q: 3 clusters Score -1.345459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13454590.000000 Penalty: 5746.973633
	Iteration 42Q: 3 clusters Score -1.345459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13454591.000000 Penalty: 5746.973633
	Iteration 43Q: 3 clusters Score -1.345459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13454592.000000 Penalty: 5746.973633
	Iteration 44Q: 3 clusters Score -1.345459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13454593.000000 Penalty: 5746.973633
	Iteration 45Q: 3 clusters Score -1.345459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13454594.000000 Penalty: 5746.973633
	Iteration 46Q: 3 clusters Score -1.345459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13454603.000000 Penalty: 5746.973633
	Iteration 47Q: 3 clusters Score -1.34546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13454605.000000 Penalty: 5746.973633
	Iteration 48Q: 3 clusters Score -1.34546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13454594.000000 Penalty: 5746.973633
	Iteration 49Q: 3 clusters Score -1.345459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13454615.000000 Penalty: 5746.973633
	Iteration 50Q: 3 clusters Score -1.345462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13454610.000000 Penalty: 5746.973633
	Iteration 51Q: 3 clusters Score -1.345461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13454621.000000 Penalty: 5746.973633
	Iteration 52Q: 3 clusters Score -1.345462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13454629.000000 Penalty: 5746.973633
	Iteration 53Q: 3 clusters Score -1.345463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13454631.000000 Penalty: 5746.973633
	Iteration 54Q: 3 clusters Score -1.345463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13454625.000000 Penalty: 5746.973633
	Iteration 55Q: 3 clusters Score -1.345462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13454637.000000 Penalty: 5746.973633
	Iteration 56Q: 3 clusters Score -1.345464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13454624.000000 Penalty: 5746.973633
	Iteration 57Q: 3 clusters Score -1.345462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13454624.000000 Penalty: 5746.973633
	Iteration 58F: 3 clusters Score -1.345462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -400176.843750 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -400176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -396850.937500 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -396850.9 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -397560.937500 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -397560.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -397725.812500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -397725.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -397811.093750 Penalty: 3998.966797
	Iteration 3Q: 3 clusters Score -397811.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -397885.906250 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -397885.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -397948.406250 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -397948.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -397999.843750 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -397999.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -398050.875000 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -398050.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -398113.093750 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -398113.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -398172.875000 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -398172.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -398246.468750 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -398246.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -398347.656250 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -398347.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -398476.437500 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -398476.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -398647.843750 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -398647.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398815.875000 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -398815.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -398956.750000 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -398956.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -399082.562500 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -399082.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -399184.875000 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -399184.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -399261.781250 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -399261.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -399329.937500 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -399329.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -399389.625000 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -399389.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -399433.125000 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -399433.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -399457.843750 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -399457.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -399475.500000 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -399475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -399487.750000 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -399487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -399494.000000 Penalty: 3998.966797
	Iteration 25Q: 3 clusters Score -399494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -399498.156250 Penalty: 3998.966797
	Iteration 26Q: 3 clusters Score -399498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -399502.218750 Penalty: 3998.966797
	Iteration 27Q: 3 clusters Score -399502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -399505.031250 Penalty: 3998.966797
	Iteration 28Q: 3 clusters Score -399505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -399507.781250 Penalty: 3998.966797
	Iteration 29Q: 3 clusters Score -399507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -399508.468750 Penalty: 3998.966797
	Iteration 30Q: 3 clusters Score -399508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -399510.500000 Penalty: 3998.966797
	Iteration 31Q: 3 clusters Score -399510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -399511.156250 Penalty: 3998.966797
	Iteration 32Q: 3 clusters Score -399511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -399511.156250 Penalty: 3998.966797
	Iteration 33F: 3 clusters Score -399511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1775377.250000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1775377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1765688.500000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1765688 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1768599.125000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1768599 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1768962.375000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1768962 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1769280.000000 Penalty: 4702.564941
	Iteration 3F: 3 clusters Score -1769280 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1769622.625000 Penalty: 4702.564941
	Iteration 4Q: 3 clusters Score -1769623 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1769955.375000 Penalty: 4702.564941
	Iteration 5F: 3 clusters Score -1769955 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1770268.250000 Penalty: 4702.564941
	Iteration 6Q: 3 clusters Score -1770268 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1770593.125000 Penalty: 4702.564941
	Iteration 7Q: 3 clusters Score -1770593 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1770928.125000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1770928 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1771229.375000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1771229 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1771485.000000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1771485 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1771762.375000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1771762 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1772064.625000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1772065 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1772382.375000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1772382 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1772697.500000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1772698 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1773023.375000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1773023 nChanged 349
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: -1773303.500000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1773304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1773538.000000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1773538 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1773672.250000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1773672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1773762.625000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1773763 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1773839.125000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1773839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1773896.000000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1773896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1773938.250000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1773938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1773973.125000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1773973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1773988.875000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1773989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1774003.250000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1774003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1774014.375000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1774014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1774024.750000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1774025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1774026.125000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1774026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1774027.875000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1774028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1774025.000000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1774025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1774031.125000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1774031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1774032.375000 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -1774032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1774032.000000 Penalty: 4702.564941
	Iteration 33Q: 3 clusters Score -1774032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1774032.375000 Penalty: 4702.564941
	Iteration 34Q: 3 clusters Score -1774032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1774033.375000 Penalty: 4702.564941
	Iteration 35Q: 3 clusters Score -1774033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1774035.250000 Penalty: 4702.564941
	Iteration 36Q: 3 clusters Score -1774035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1774035.625000 Penalty: 4702.564941
	Iteration 37Q: 3 clusters Score -1774036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1774037.625000 Penalty: 4702.564941
	Iteration 38Q: 3 clusters Score -1774038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1774040.000000 Penalty: 4702.564941
	Iteration 39Q: 3 clusters Score -1774040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1774041.250000 Penalty: 4702.564941
	Iteration 40F: 3 clusters Score -1774041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1774041.125000 Penalty: 4702.564941
	Iteration 41Q: 3 clusters Score -1774041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1774044.875000 Penalty: 4702.564941
	Iteration 42Q: 3 clusters Score -1774045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1774044.875000 Penalty: 4702.564941
	Iteration 43F: 3 clusters Score -1774045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Entering Unmasked Estep 
Score: -15096462.000000 Penalty: 2888.861816
	Iteration 0F: 2 clusters Score -1.509646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -15020380.000000 Penalty: 5777.723633
	Iteration 0F: 3 clusters Score -1.502038e+07 nChanged 54426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -15051990.000000 Penalty: 5777.723633
	Iteration 1F: 3 clusters Score -1.505199e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -15053043.000000 Penalty: 5777.723633
	Iteration 2Q: 3 clusters Score -1.505304e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -15054340.000000 Penalty: 5777.723633
	Iteration 3Q: 3 clusters Score -1.505434e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -15056068.000000 Penalty: 5777.723633
	Iteration 4Q: 3 clusters Score -1.505607e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -15058294.000000 Penalty: 5777.723633
	Iteration 5Q: 3 clusters Score -1.505829e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -15061174.000000 Penalty: 5777.723633
	Iteration 6Q: 3 clusters Score -1.506117e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -15064915.000000 Penalty: 5777.723633
	Iteration 7F: 3 clusters Score -1.506492e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -15069295.000000 Penalty: 5777.723633
	Iteration 8F: 3 clusters Score -1.50693e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -15073997.000000 Penalty: 5777.723633
	Iteration 9F: 3 clusters Score -1.5074e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -15077957.000000 Penalty: 5777.723633
	Iteration 10F: 3 clusters Score -1.507796e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -15080701.000000 Penalty: 5777.723633
	Iteration 11Q: 3 clusters Score -1.50807e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -15082532.000000 Penalty: 5777.723633
	Iteration 12Q: 3 clusters Score -1.508253e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -15083780.000000 Penalty: 5777.723633
	Iteration 13Q: 3 clusters Score -1.508378e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -15084665.000000 Penalty: 5777.723633
	Iteration 14Q: 3 clusters Score -1.508466e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -15085609.000000 Penalty: 5777.723633
	Iteration 15Q: 3 clusters Score -1.508561e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -15086582.000000 Penalty: 5777.723633
	Iteration 16Q: 3 clusters Score -1.508658e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -15087660.000000 Penalty: 5777.723633
	Iteration 17Q: 3 clusters Score -1.508766e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -15088869.000000 Penalty: 5777.723633
	Iteration 18Q: 3 clusters Score -1.508887e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -15090227.000000 Penalty: 5777.723633
	Iteration 19Q: 3 clusters Score -1.509023e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -15091299.000000 Penalty: 5777.723633
	Iteration 20F: 3 clusters Score -1.50913e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -15092262.000000 Penalty: 5777.723633
	Iteration 21Q: 3 clusters Score -1.509226e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -15092823.000000 Penalty: 5777.723633
	Iteration 22Q: 3 clusters Score -1.509282e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -15093140.000000 Penalty: 5777.723633
	Iteration 23Q: 3 clusters Score -1.509314e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -15093412.000000 Penalty: 5777.723633
	Iteration 24Q: 3 clusters Score -1.509341e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -15093613.000000 Penalty: 5777.723633
	Iteration 25Q: 3 clusters Score -1.509361e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -15093805.000000 Penalty: 5777.723633
	Iteration 26Q: 3 clusters Score -1.50938e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -15093881.000000 Penalty: 5777.723633
	Iteration 27Q: 3 clusters Score -1.509388e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -15093961.000000 Penalty: 5777.723633
	Iteration 28Q: 3 clusters Score -1.509396e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -15094003.000000 Penalty: 5777.723633
	Iteration 29Q: 3 clusters Score -1.5094e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -15093988.000000 Penalty: 5777.723633
	Iteration 30Q: 3 clusters Score -1.509399e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -15094028.000000 Penalty: 5777.723633
	Iteration 31Q: 3 clusters Score -1.509403e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -15094109.000000 Penalty: 5777.723633
	Iteration 32Q: 3 clusters Score -1.509411e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -15094118.000000 Penalty: 5777.723633
	Iteration 33Q: 3 clusters Score -1.509412e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -15094131.000000 Penalty: 5777.723633
	Iteration 34Q: 3 clusters Score -1.509413e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -15094136.000000 Penalty: 5777.723633
	Iteration 35Q: 3 clusters Score -1.509414e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -15094171.000000 Penalty: 5777.723633
	Iteration 36Q: 3 clusters Score -1.509417e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -15094199.000000 Penalty: 5777.723633
	Iteration 37Q: 3 clusters Score -1.50942e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -15094219.000000 Penalty: 5777.723633
	Iteration 38Q: 3 clusters Score -1.509422e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -15094250.000000 Penalty: 5777.723633
	Iteration 39Q: 3 clusters Score -1.509425e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -15094272.000000 Penalty: 5777.723633
	Iteration 40F: 3 clusters Score -1.509427e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -15094306.000000 Penalty: 5777.723633
	Iteration 41Q: 3 clusters Score -1.509431e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -15094334.000000 Penalty: 5777.723633
	Iteration 42Q: 3 clusters Score -1.509433e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -15094315.000000 Penalty: 5777.723633
	Iteration 43Q: 3 clusters Score -1.509432e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -15094343.000000 Penalty: 5777.723633
	Iteration 44Q: 3 clusters Score -1.509434e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -15094323.000000 Penalty: 5777.723633
	Iteration 45Q: 3 clusters Score -1.509432e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -15094306.000000 Penalty: 5777.723633
	Iteration 46Q: 3 clusters Score -1.509431e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -15094313.000000 Penalty: 5777.723633
	Iteration 47Q: 3 clusters Score -1.509431e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -15094332.000000 Penalty: 5777.723633
	Iteration 48Q: 3 clusters Score -1.509433e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -15094343.000000 Penalty: 5777.723633
	Iteration 49Q: 3 clusters Score -1.509434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -15094345.000000 Penalty: 5777.723633
	Iteration 50Q: 3 clusters Score -1.509434e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -15094319.000000 Penalty: 5777.723633
	Iteration 51Q: 3 clusters Score -1.509432e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -15094319.000000 Penalty: 5777.723633
	Iteration 52Q: 3 clusters Score -1.509432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -15094308.000000 Penalty: 5777.723633
	Iteration 53Q: 3 clusters Score -1.509431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -15094303.000000 Penalty: 5777.723633
	Iteration 54Q: 3 clusters Score -1.50943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -15094300.000000 Penalty: 5777.723633
	Iteration 55Q: 3 clusters Score -1.50943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -15094309.000000 Penalty: 5777.723633
	Iteration 56Q: 3 clusters Score -1.509431e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -15094300.000000 Penalty: 5777.723633
	Iteration 57Q: 3 clusters Score -1.50943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -15094305.000000 Penalty: 5777.723633
	Iteration 58Q: 3 clusters Score -1.50943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -15094294.000000 Penalty: 5777.723633
	Iteration 59Q: 3 clusters Score -1.509429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -15094283.000000 Penalty: 5777.723633
	Iteration 60F: 3 clusters Score -1.509428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -15094274.000000 Penalty: 5777.723633
	Iteration 61Q: 3 clusters Score -1.509427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -15094282.000000 Penalty: 5777.723633
	Iteration 62Q: 3 clusters Score -1.509428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -15094299.000000 Penalty: 5777.723633
	Iteration 63Q: 3 clusters Score -1.50943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -15094255.000000 Penalty: 5777.723633
	Iteration 64Q: 3 clusters Score -1.509426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -15094286.000000 Penalty: 5777.723633
	Iteration 65Q: 3 clusters Score -1.509429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -15094281.000000 Penalty: 5777.723633
	Iteration 66Q: 3 clusters Score -1.509428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -15094266.000000 Penalty: 5777.723633
	Iteration 67Q: 3 clusters Score -1.509427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -15094273.000000 Penalty: 5777.723633
	Iteration 68Q: 3 clusters Score -1.509427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -15094275.000000 Penalty: 5777.723633
	Iteration 69Q: 3 clusters Score -1.509428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -15094271.000000 Penalty: 5777.723633
	Iteration 70Q: 3 clusters Score -1.509427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -15094270.000000 Penalty: 5777.723633
	Iteration 71Q: 3 clusters Score -1.509427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -15094279.000000 Penalty: 5777.723633
	Iteration 72Q: 3 clusters Score -1.509428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -15094294.000000 Penalty: 5777.723633
	Iteration 73Q: 3 clusters Score -1.509429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -15094291.000000 Penalty: 5777.723633
	Iteration 74Q: 3 clusters Score -1.509429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -15094274.000000 Penalty: 5777.723633
	Iteration 75Q: 3 clusters Score -1.509427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -15094284.000000 Penalty: 5777.723633
	Iteration 76Q: 3 clusters Score -1.509428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -15094274.000000 Penalty: 5777.723633
	Iteration 77Q: 3 clusters Score -1.509427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -15094269.000000 Penalty: 5777.723633
	Iteration 78Q: 3 clusters Score -1.509427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -15094274.000000 Penalty: 5777.723633
	Iteration 79Q: 3 clusters Score -1.509427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -15094260.000000 Penalty: 5777.723633
	Iteration 80F: 3 clusters Score -1.509426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -15094264.000000 Penalty: 5777.723633
	Iteration 81Q: 3 clusters Score -1.509426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -15094266.000000 Penalty: 5777.723633
	Iteration 82Q: 3 clusters Score -1.509427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -15094269.000000 Penalty: 5777.723633
	Iteration 83Q: 3 clusters Score -1.509427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -15094272.000000 Penalty: 5777.723633
	Iteration 84Q: 3 clusters Score -1.509427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -15094274.000000 Penalty: 5777.723633
	Iteration 85Q: 3 clusters Score -1.509427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -15094264.000000 Penalty: 5777.723633
	Iteration 86Q: 3 clusters Score -1.509426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -15094260.000000 Penalty: 5777.723633
	Iteration 87Q: 3 clusters Score -1.509426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -15094267.000000 Penalty: 5777.723633
	Iteration 88Q: 3 clusters Score -1.509427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -15094270.000000 Penalty: 5777.723633
	Iteration 89Q: 3 clusters Score -1.509427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -15094265.000000 Penalty: 5777.723633
	Iteration 90Q: 3 clusters Score -1.509426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -15094278.000000 Penalty: 5777.723633
	Iteration 91Q: 3 clusters Score -1.509428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -15094281.000000 Penalty: 5777.723633
	Iteration 92Q: 3 clusters Score -1.509428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -15094288.000000 Penalty: 5777.723633
	Iteration 93Q: 3 clusters Score -1.509429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -15094284.000000 Penalty: 5777.723633
	Iteration 94Q: 3 clusters Score -1.509428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -15094280.000000 Penalty: 5777.723633
	Iteration 95Q: 3 clusters Score -1.509428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -15094282.000000 Penalty: 5777.723633
	Iteration 96Q: 3 clusters Score -1.509428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -15094285.000000 Penalty: 5777.723633
	Iteration 97Q: 3 clusters Score -1.509428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -15094283.000000 Penalty: 5777.723633
	Iteration 98Q: 3 clusters Score -1.509428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -15094283.000000 Penalty: 5777.723633
	Iteration 99F: 3 clusters Score -1.509428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Entering Unmasked Estep 
Score: -1273867.250000 Penalty: 2294.057861
	Iteration 0F: 2 clusters Score -1273867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1266071.875000 Penalty: 4588.115723
	Iteration 0F: 3 clusters Score -1266072 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1268648.375000 Penalty: 4588.115723
	Iteration 1F: 3 clusters Score -1268648 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1269311.250000 Penalty: 4588.115723
	Iteration 2F: 3 clusters Score -1269311 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1269985.625000 Penalty: 4588.115723
	Iteration 3F: 3 clusters Score -1269986 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1270599.250000 Penalty: 4588.115723
	Iteration 4F: 3 clusters Score -1270599 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1271090.250000 Penalty: 4588.115723
	Iteration 5F: 3 clusters Score -1271090 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1271415.625000 Penalty: 4588.115723
	Iteration 6F: 3 clusters Score -1271416 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1271623.125000 Penalty: 4588.115723
	Iteration 7Q: 3 clusters Score -1271623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1271778.750000 Penalty: 4588.115723
	Iteration 8Q: 3 clusters Score -1271779 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1271904.500000 Penalty: 4588.115723
	Iteration 9Q: 3 clusters Score -1271904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1272007.000000 Penalty: 4588.115723
	Iteration 10Q: 3 clusters Score -1272007 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1272131.125000 Penalty: 4588.115723
	Iteration 11Q: 3 clusters Score -1272131 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1272235.750000 Penalty: 4588.115723
	Iteration 12Q: 3 clusters Score -1272236 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1272366.500000 Penalty: 4588.115723
	Iteration 13Q: 3 clusters Score -1272366 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1272485.375000 Penalty: 4588.115723
	Iteration 14Q: 3 clusters Score -1272485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1272571.000000 Penalty: 4588.115723
	Iteration 15Q: 3 clusters Score -1272571 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1272648.625000 Penalty: 4588.115723
	Iteration 16Q: 3 clusters Score -1272649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1272715.625000 Penalty: 4588.115723
	Iteration 17Q: 3 clusters Score -1272716 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1272805.500000 Penalty: 4588.115723
	Iteration 18Q: 3 clusters Score -1272806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1272889.125000 Penalty: 4588.115723
	Iteration 19Q: 3 clusters Score -1272889 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1272978.250000 Penalty: 4588.115723
	Iteration 20F: 3 clusters Score -1272978 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1273058.500000 Penalty: 4588.115723
	Iteration 21Q: 3 clusters Score -1273058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1273137.125000 Penalty: 4588.115723
	Iteration 22Q: 3 clusters Score -1273137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1273207.375000 Penalty: 4588.115723
	Iteration 23Q: 3 clusters Score -1273207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1273252.250000 Penalty: 4588.115723
	Iteration 24Q: 3 clusters Score -1273252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1273294.375000 Penalty: 4588.115723
	Iteration 25Q: 3 clusters Score -1273294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1273325.000000 Penalty: 4588.115723
	Iteration 26Q: 3 clusters Score -1273325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1273350.125000 Penalty: 4588.115723
	Iteration 27Q: 3 clusters Score -1273350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1273371.500000 Penalty: 4588.115723
	Iteration 28Q: 3 clusters Score -1273372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1273392.500000 Penalty: 4588.115723
	Iteration 29Q: 3 clusters Score -1273392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1273415.375000 Penalty: 4588.115723
	Iteration 30Q: 3 clusters Score -1273415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1273443.500000 Penalty: 4588.115723
	Iteration 31Q: 3 clusters Score -1273444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1273453.625000 Penalty: 4588.115723
	Iteration 32Q: 3 clusters Score -1273454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1273467.500000 Penalty: 4588.115723
	Iteration 33Q: 3 clusters Score -1273468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1273473.750000 Penalty: 4588.115723
	Iteration 34Q: 3 clusters Score -1273474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1273484.250000 Penalty: 4588.115723
	Iteration 35Q: 3 clusters Score -1273484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1273495.250000 Penalty: 4588.115723
	Iteration 36Q: 3 clusters Score -1273495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1273499.250000 Penalty: 4588.115723
	Iteration 37Q: 3 clusters Score -1273499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1273508.500000 Penalty: 4588.115723
	Iteration 38Q: 3 clusters Score -1273508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1273511.250000 Penalty: 4588.115723
	Iteration 39Q: 3 clusters Score -1273511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1273511.625000 Penalty: 4588.115723
	Iteration 40F: 3 clusters Score -1273512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1273511.500000 Penalty: 4588.115723
	Iteration 41Q: 3 clusters Score -1273512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1273511.125000 Penalty: 4588.115723
	Iteration 42Q: 3 clusters Score -1273511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1273514.125000 Penalty: 4588.115723
	Iteration 43Q: 3 clusters Score -1273514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1273515.625000 Penalty: 4588.115723
	Iteration 44Q: 3 clusters Score -1273516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1273514.875000 Penalty: 4588.115723
	Iteration 45Q: 3 clusters Score -1273515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1273514.000000 Penalty: 4588.115723
	Iteration 46Q: 3 clusters Score -1273514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1273516.125000 Penalty: 4588.115723
	Iteration 47Q: 3 clusters Score -1273516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1273516.375000 Penalty: 4588.115723
	Iteration 48Q: 3 clusters Score -1273516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1273518.375000 Penalty: 4588.115723
	Iteration 49Q: 3 clusters Score -1273518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1273515.500000 Penalty: 4588.115723
	Iteration 50Q: 3 clusters Score -1273516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1273516.125000 Penalty: 4588.115723
	Iteration 51Q: 3 clusters Score -1273516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1273518.375000 Penalty: 4588.115723
	Iteration 52Q: 3 clusters Score -1273518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1273518.375000 Penalty: 4588.115723
	Iteration 53Q: 3 clusters Score -1273518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1273518.750000 Penalty: 4588.115723
	Iteration 54Q: 3 clusters Score -1273519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1273526.000000 Penalty: 4588.115723
	Iteration 55Q: 3 clusters Score -1273526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1273529.375000 Penalty: 4588.115723
	Iteration 56Q: 3 clusters Score -1273529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1273530.875000 Penalty: 4588.115723
	Iteration 57Q: 3 clusters Score -1273531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1273534.625000 Penalty: 4588.115723
	Iteration 58Q: 3 clusters Score -1273535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1273535.875000 Penalty: 4588.115723
	Iteration 59Q: 3 clusters Score -1273536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1273536.750000 Penalty: 4588.115723
	Iteration 60F: 3 clusters Score -1273537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1273534.125000 Penalty: 4588.115723
	Iteration 61Q: 3 clusters Score -1273534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1273536.125000 Penalty: 4588.115723
	Iteration 62Q: 3 clusters Score -1273536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1273541.375000 Penalty: 4588.115723
	Iteration 63Q: 3 clusters Score -1273541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1273546.250000 Penalty: 4588.115723
	Iteration 64Q: 3 clusters Score -1273546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1273548.625000 Penalty: 4588.115723
	Iteration 65Q: 3 clusters Score -1273549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1273551.500000 Penalty: 4588.115723
	Iteration 66Q: 3 clusters Score -1273552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1273552.750000 Penalty: 4588.115723
	Iteration 67Q: 3 clusters Score -1273553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1273555.125000 Penalty: 4588.115723
	Iteration 68Q: 3 clusters Score -1273555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1273557.000000 Penalty: 4588.115723
	Iteration 69Q: 3 clusters Score -1273557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1273559.500000 Penalty: 4588.115723
	Iteration 70Q: 3 clusters Score -1273560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1273561.625000 Penalty: 4588.115723
	Iteration 71Q: 3 clusters Score -1273562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1273564.500000 Penalty: 4588.115723
	Iteration 72Q: 3 clusters Score -1273564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1273565.625000 Penalty: 4588.115723
	Iteration 73Q: 3 clusters Score -1273566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1273568.500000 Penalty: 4588.115723
	Iteration 74Q: 3 clusters Score -1273568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1273572.875000 Penalty: 4588.115723
	Iteration 75Q: 3 clusters Score -1273573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1273573.750000 Penalty: 4588.115723
	Iteration 76Q: 3 clusters Score -1273574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1273573.125000 Penalty: 4588.115723
	Iteration 77Q: 3 clusters Score -1273573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1273574.500000 Penalty: 4588.115723
	Iteration 78Q: 3 clusters Score -1273574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1273574.500000 Penalty: 4588.115723
	Iteration 79F: 3 clusters Score -1273574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Entering Unmasked Estep 
Score: -2682438.750000 Penalty: 2472.415039
	Iteration 0F: 2 clusters Score -2682439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2667533.750000 Penalty: 4944.830078
	Iteration 0F: 3 clusters Score -2667534 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2673010.250000 Penalty: 4944.830078
	Iteration 1F: 3 clusters Score -2673010 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2673741.750000 Penalty: 4944.830078
	Iteration 2F: 3 clusters Score -2673742 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2674544.000000 Penalty: 4944.830078
	Iteration 3F: 3 clusters Score -2674544 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2675358.750000 Penalty: 4944.830078
	Iteration 4F: 3 clusters Score -2675359 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2676233.500000 Penalty: 4944.830078
	Iteration 5F: 3 clusters Score -2676234 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2677038.000000 Penalty: 4944.830078
	Iteration 6F: 3 clusters Score -2677038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2677738.750000 Penalty: 4944.830078
	Iteration 7Q: 3 clusters Score -2677739 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2678358.000000 Penalty: 4944.830078
	Iteration 8Q: 3 clusters Score -2678358 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2678810.250000 Penalty: 4944.830078
	Iteration 9Q: 3 clusters Score -2678810 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2679195.750000 Penalty: 4944.830078
	Iteration 10Q: 3 clusters Score -2679196 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2679486.500000 Penalty: 4944.830078
	Iteration 11Q: 3 clusters Score -2679486 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2679690.750000 Penalty: 4944.830078
	Iteration 12Q: 3 clusters Score -2679691 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2679819.000000 Penalty: 4944.830078
	Iteration 13Q: 3 clusters Score -2679819 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2679932.750000 Penalty: 4944.830078
	Iteration 14Q: 3 clusters Score -2679933 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2680021.250000 Penalty: 4944.830078
	Iteration 15Q: 3 clusters Score -2680021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2680072.250000 Penalty: 4944.830078
	Iteration 16Q: 3 clusters Score -2680072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2680117.500000 Penalty: 4944.830078
	Iteration 17Q: 3 clusters Score -2680118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2680157.500000 Penalty: 4944.830078
	Iteration 18Q: 3 clusters Score -2680158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2680188.250000 Penalty: 4944.830078
	Iteration 19Q: 3 clusters Score -2680188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2680213.250000 Penalty: 4944.830078
	Iteration 20F: 3 clusters Score -2680213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2680230.250000 Penalty: 4944.830078
	Iteration 21Q: 3 clusters Score -2680230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2680249.250000 Penalty: 4944.830078
	Iteration 22Q: 3 clusters Score -2680249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2680268.250000 Penalty: 4944.830078
	Iteration 23Q: 3 clusters Score -2680268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2680281.500000 Penalty: 4944.830078
	Iteration 24Q: 3 clusters Score -2680282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2680298.000000 Penalty: 4944.830078
	Iteration 25Q: 3 clusters Score -2680298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2680313.500000 Penalty: 4944.830078
	Iteration 26Q: 3 clusters Score -2680314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2680321.250000 Penalty: 4944.830078
	Iteration 27Q: 3 clusters Score -2680321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2680320.500000 Penalty: 4944.830078
	Iteration 28Q: 3 clusters Score -2680320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2680324.750000 Penalty: 4944.830078
	Iteration 29Q: 3 clusters Score -2680325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2680332.750000 Penalty: 4944.830078
	Iteration 30Q: 3 clusters Score -2680333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2680346.500000 Penalty: 4944.830078
	Iteration 31Q: 3 clusters Score -2680346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2680347.250000 Penalty: 4944.830078
	Iteration 32Q: 3 clusters Score -2680347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2680347.250000 Penalty: 4944.830078
	Iteration 33Q: 3 clusters Score -2680347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2680353.500000 Penalty: 4944.830078
	Iteration 34Q: 3 clusters Score -2680354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2680355.000000 Penalty: 4944.830078
	Iteration 35Q: 3 clusters Score -2680355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2680357.750000 Penalty: 4944.830078
	Iteration 36Q: 3 clusters Score -2680358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2680359.750000 Penalty: 4944.830078
	Iteration 37Q: 3 clusters Score -2680360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2680365.250000 Penalty: 4944.830078
	Iteration 38Q: 3 clusters Score -2680365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2680365.750000 Penalty: 4944.830078
	Iteration 39Q: 3 clusters Score -2680366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2680366.000000 Penalty: 4944.830078
	Iteration 40F: 3 clusters Score -2680366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2680369.000000 Penalty: 4944.830078
	Iteration 41Q: 3 clusters Score -2680369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2680371.000000 Penalty: 4944.830078
	Iteration 42Q: 3 clusters Score -2680371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2680367.500000 Penalty: 4944.830078
	Iteration 43Q: 3 clusters Score -2680368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2680375.500000 Penalty: 4944.830078
	Iteration 44Q: 3 clusters Score -2680376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2680380.750000 Penalty: 4944.830078
	Iteration 45Q: 3 clusters Score -2680381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2680378.750000 Penalty: 4944.830078
	Iteration 46Q: 3 clusters Score -2680379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2680381.750000 Penalty: 4944.830078
	Iteration 47Q: 3 clusters Score -2680382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2680382.000000 Penalty: 4944.830078
	Iteration 48Q: 3 clusters Score -2680382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2680386.250000 Penalty: 4944.830078
	Iteration 49Q: 3 clusters Score -2680386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2680385.250000 Penalty: 4944.830078
	Iteration 50Q: 3 clusters Score -2680385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2680386.500000 Penalty: 4944.830078
	Iteration 51Q: 3 clusters Score -2680386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2680386.250000 Penalty: 4944.830078
	Iteration 52Q: 3 clusters Score -2680386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2680387.750000 Penalty: 4944.830078
	Iteration 53Q: 3 clusters Score -2680388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2680384.250000 Penalty: 4944.830078
	Iteration 54Q: 3 clusters Score -2680384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2680384.750000 Penalty: 4944.830078
	Iteration 55Q: 3 clusters Score -2680385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2680384.750000 Penalty: 4944.830078
	Iteration 56F: 3 clusters Score -2680385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Entering Unmasked Estep 
Score: -2771397.000000 Penalty: 2461.789062
	Iteration 0F: 2 clusters Score -2771397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2756998.000000 Penalty: 4923.578125
	Iteration 0F: 3 clusters Score -2756998 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2761873.750000 Penalty: 4923.578125
	Iteration 1F: 3 clusters Score -2761874 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2762262.750000 Penalty: 4923.578125
	Iteration 2F: 3 clusters Score -2762263 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2762587.250000 Penalty: 4923.578125
	Iteration 3Q: 3 clusters Score -2762587 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2762887.000000 Penalty: 4923.578125
	Iteration 4Q: 3 clusters Score -2762887 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2763186.000000 Penalty: 4923.578125
	Iteration 5Q: 3 clusters Score -2763186 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2763578.250000 Penalty: 4923.578125
	Iteration 6Q: 3 clusters Score -2763578 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2764104.000000 Penalty: 4923.578125
	Iteration 7Q: 3 clusters Score -2764104 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2764816.500000 Penalty: 4923.578125
	Iteration 8F: 3 clusters Score -2764816 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2765671.000000 Penalty: 4923.578125
	Iteration 9F: 3 clusters Score -2765671 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2766642.000000 Penalty: 4923.578125
	Iteration 10F: 3 clusters Score -2766642 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2767517.500000 Penalty: 4923.578125
	Iteration 11Q: 3 clusters Score -2767518 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2768123.250000 Penalty: 4923.578125
	Iteration 12Q: 3 clusters Score -2768123 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2768427.250000 Penalty: 4923.578125
	Iteration 13Q: 3 clusters Score -2768427 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2768589.500000 Penalty: 4923.578125
	Iteration 14Q: 3 clusters Score -2768590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2768707.250000 Penalty: 4923.578125
	Iteration 15Q: 3 clusters Score -2768707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2768785.000000 Penalty: 4923.578125
	Iteration 16Q: 3 clusters Score -2768785 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2768856.250000 Penalty: 4923.578125
	Iteration 17Q: 3 clusters Score -2768856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2768903.500000 Penalty: 4923.578125
	Iteration 18Q: 3 clusters Score -2768904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2768946.750000 Penalty: 4923.578125
	Iteration 19Q: 3 clusters Score -2768947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2768984.750000 Penalty: 4923.578125
	Iteration 20F: 3 clusters Score -2768985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2769012.500000 Penalty: 4923.578125
	Iteration 21Q: 3 clusters Score -2769012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2769051.500000 Penalty: 4923.578125
	Iteration 22Q: 3 clusters Score -2769052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2769085.750000 Penalty: 4923.578125
	Iteration 23Q: 3 clusters Score -2769086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2769104.250000 Penalty: 4923.578125
	Iteration 24Q: 3 clusters Score -2769104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2769123.750000 Penalty: 4923.578125
	Iteration 25Q: 3 clusters Score -2769124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2769137.500000 Penalty: 4923.578125
	Iteration 26Q: 3 clusters Score -2769138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2769151.250000 Penalty: 4923.578125
	Iteration 27Q: 3 clusters Score -2769151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2769157.250000 Penalty: 4923.578125
	Iteration 28Q: 3 clusters Score -2769157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2769163.250000 Penalty: 4923.578125
	Iteration 29Q: 3 clusters Score -2769163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2769166.250000 Penalty: 4923.578125
	Iteration 30Q: 3 clusters Score -2769166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2769172.750000 Penalty: 4923.578125
	Iteration 31Q: 3 clusters Score -2769173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2769183.750000 Penalty: 4923.578125
	Iteration 32Q: 3 clusters Score -2769184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2769182.750000 Penalty: 4923.578125
	Iteration 33Q: 3 clusters Score -2769183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2769183.000000 Penalty: 4923.578125
	Iteration 34Q: 3 clusters Score -2769183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2769183.250000 Penalty: 4923.578125
	Iteration 35Q: 3 clusters Score -2769183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2769184.000000 Penalty: 4923.578125
	Iteration 36Q: 3 clusters Score -2769184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2769188.000000 Penalty: 4923.578125
	Iteration 37Q: 3 clusters Score -2769188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2769188.250000 Penalty: 4923.578125
	Iteration 38Q: 3 clusters Score -2769188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2769191.000000 Penalty: 4923.578125
	Iteration 39Q: 3 clusters Score -2769191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2769193.000000 Penalty: 4923.578125
	Iteration 40F: 3 clusters Score -2769193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2769196.750000 Penalty: 4923.578125
	Iteration 41Q: 3 clusters Score -2769197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2769198.250000 Penalty: 4923.578125
	Iteration 42Q: 3 clusters Score -2769198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2769198.750000 Penalty: 4923.578125
	Iteration 43Q: 3 clusters Score -2769199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2769198.750000 Penalty: 4923.578125
	Iteration 44Q: 3 clusters Score -2769199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2769199.500000 Penalty: 4923.578125
	Iteration 45Q: 3 clusters Score -2769200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2769199.500000 Penalty: 4923.578125
	Iteration 46Q: 3 clusters Score -2769200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2769202.500000 Penalty: 4923.578125
	Iteration 47Q: 3 clusters Score -2769202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2769201.750000 Penalty: 4923.578125
	Iteration 48Q: 3 clusters Score -2769202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2769202.500000 Penalty: 4923.578125
	Iteration 49Q: 3 clusters Score -2769202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2769204.750000 Penalty: 4923.578125
	Iteration 50Q: 3 clusters Score -2769205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2769202.750000 Penalty: 4923.578125
	Iteration 51Q: 3 clusters Score -2769203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2769203.500000 Penalty: 4923.578125
	Iteration 52Q: 3 clusters Score -2769204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2769205.750000 Penalty: 4923.578125
	Iteration 53Q: 3 clusters Score -2769206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2769205.750000 Penalty: 4923.578125
	Iteration 54F: 3 clusters Score -2769206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -108933.367188 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -108933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107155.343750 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -107155.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107424.570312 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -107424.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107527.015625 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -107527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107572.140625 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -107572.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107612.164062 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -107612.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107656.382812 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -107656.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107711.203125 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -107711.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107784.992188 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -107785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107869.585938 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -107869.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107909.929688 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -107909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107941.937500 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -107941.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107971.968750 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -107972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108006.031250 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -108006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -108017.296875 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -108017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -108027.500000 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -108027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108028.609375 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -108028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108028.609375 Penalty: 3352.014893
	Iteration 16F: 3 clusters Score -108028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Entering Unmasked Estep 
Score: -2130462.750000 Penalty: 2404.463623
	Iteration 0F: 2 clusters Score -2130463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2118870.250000 Penalty: 4808.927246
	Iteration 0F: 3 clusters Score -2118870 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2122635.500000 Penalty: 4808.927246
	Iteration 1F: 3 clusters Score -2122636 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2123107.500000 Penalty: 4808.927246
	Iteration 2F: 3 clusters Score -2123108 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2123508.500000 Penalty: 4808.927246
	Iteration 3F: 3 clusters Score -2123508 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2123907.500000 Penalty: 4808.927246
	Iteration 4Q: 3 clusters Score -2123908 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2124439.750000 Penalty: 4808.927246
	Iteration 5Q: 3 clusters Score -2124440 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2125215.250000 Penalty: 4808.927246
	Iteration 6F: 3 clusters Score -2125215 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2126398.750000 Penalty: 4808.927246
	Iteration 7F: 3 clusters Score -2126399 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2127961.000000 Penalty: 4808.927246
	Iteration 8F: 3 clusters Score -2127961 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2129227.250000 Penalty: 4808.927246
	Iteration 9F: 3 clusters Score -2129227 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2129791.250000 Penalty: 4808.927246
	Iteration 10F: 3 clusters Score -2129791 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2129989.250000 Penalty: 4808.927246
	Iteration 11Q: 3 clusters Score -2129989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2130053.000000 Penalty: 4808.927246
	Iteration 12Q: 3 clusters Score -2130053 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2130100.250000 Penalty: 4808.927246
	Iteration 13Q: 3 clusters Score -2130100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2130116.250000 Penalty: 4808.927246
	Iteration 14Q: 3 clusters Score -2130116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2130131.500000 Penalty: 4808.927246
	Iteration 15Q: 3 clusters Score -2130132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2130145.500000 Penalty: 4808.927246
	Iteration 16Q: 3 clusters Score -2130146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2130166.250000 Penalty: 4808.927246
	Iteration 17Q: 3 clusters Score -2130166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2130183.500000 Penalty: 4808.927246
	Iteration 18Q: 3 clusters Score -2130184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2130199.250000 Penalty: 4808.927246
	Iteration 19Q: 3 clusters Score -2130199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2130211.500000 Penalty: 4808.927246
	Iteration 20F: 3 clusters Score -2130212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2130227.250000 Penalty: 4808.927246
	Iteration 21Q: 3 clusters Score -2130227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2130240.750000 Penalty: 4808.927246
	Iteration 22Q: 3 clusters Score -2130241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2130246.250000 Penalty: 4808.927246
	Iteration 23Q: 3 clusters Score -2130246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2130248.750000 Penalty: 4808.927246
	Iteration 24Q: 3 clusters Score -2130249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2130258.750000 Penalty: 4808.927246
	Iteration 25Q: 3 clusters Score -2130259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2130268.000000 Penalty: 4808.927246
	Iteration 26Q: 3 clusters Score -2130268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2130273.250000 Penalty: 4808.927246
	Iteration 27Q: 3 clusters Score -2130273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2130278.000000 Penalty: 4808.927246
	Iteration 28Q: 3 clusters Score -2130278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2130280.750000 Penalty: 4808.927246
	Iteration 29Q: 3 clusters Score -2130281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2130285.500000 Penalty: 4808.927246
	Iteration 30Q: 3 clusters Score -2130286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2130294.750000 Penalty: 4808.927246
	Iteration 31Q: 3 clusters Score -2130295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2130294.250000 Penalty: 4808.927246
	Iteration 32Q: 3 clusters Score -2130294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2130300.000000 Penalty: 4808.927246
	Iteration 33Q: 3 clusters Score -2130300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2130301.250000 Penalty: 4808.927246
	Iteration 34Q: 3 clusters Score -2130301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2130303.750000 Penalty: 4808.927246
	Iteration 35Q: 3 clusters Score -2130304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2130309.500000 Penalty: 4808.927246
	Iteration 36Q: 3 clusters Score -2130310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2130308.750000 Penalty: 4808.927246
	Iteration 37Q: 3 clusters Score -2130309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2130310.750000 Penalty: 4808.927246
	Iteration 38Q: 3 clusters Score -2130311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2130316.000000 Penalty: 4808.927246
	Iteration 39Q: 3 clusters Score -2130316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2130316.000000 Penalty: 4808.927246
	Iteration 40F: 3 clusters Score -2130316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2130321.750000 Penalty: 4808.927246
	Iteration 41Q: 3 clusters Score -2130322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2130329.750000 Penalty: 4808.927246
	Iteration 42Q: 3 clusters Score -2130330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2130328.000000 Penalty: 4808.927246
	Iteration 43Q: 3 clusters Score -2130328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2130327.250000 Penalty: 4808.927246
	Iteration 44Q: 3 clusters Score -2130327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2130325.750000 Penalty: 4808.927246
	Iteration 45Q: 3 clusters Score -2130326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2130327.250000 Penalty: 4808.927246
	Iteration 46Q: 3 clusters Score -2130327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2130330.500000 Penalty: 4808.927246
	Iteration 47Q: 3 clusters Score -2130330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2130335.000000 Penalty: 4808.927246
	Iteration 48Q: 3 clusters Score -2130335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2130333.000000 Penalty: 4808.927246
	Iteration 49Q: 3 clusters Score -2130333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2130335.000000 Penalty: 4808.927246
	Iteration 50Q: 3 clusters Score -2130335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2130336.250000 Penalty: 4808.927246
	Iteration 51Q: 3 clusters Score -2130336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2130337.250000 Penalty: 4808.927246
	Iteration 52Q: 3 clusters Score -2130337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2130341.750000 Penalty: 4808.927246
	Iteration 53Q: 3 clusters Score -2130342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2130349.500000 Penalty: 4808.927246
	Iteration 54Q: 3 clusters Score -2130350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2130346.750000 Penalty: 4808.927246
	Iteration 55Q: 3 clusters Score -2130347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2130345.000000 Penalty: 4808.927246
	Iteration 56Q: 3 clusters Score -2130345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2130344.750000 Penalty: 4808.927246
	Iteration 57Q: 3 clusters Score -2130345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2130350.000000 Penalty: 4808.927246
	Iteration 58Q: 3 clusters Score -2130350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2130351.750000 Penalty: 4808.927246
	Iteration 59Q: 3 clusters Score -2130352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2130357.000000 Penalty: 4808.927246
	Iteration 60F: 3 clusters Score -2130357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2130352.750000 Penalty: 4808.927246
	Iteration 61Q: 3 clusters Score -2130353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2130351.750000 Penalty: 4808.927246
	Iteration 62Q: 3 clusters Score -2130352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2130354.250000 Penalty: 4808.927246
	Iteration 63Q: 3 clusters Score -2130354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2130355.000000 Penalty: 4808.927246
	Iteration 64Q: 3 clusters Score -2130355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2130358.000000 Penalty: 4808.927246
	Iteration 65Q: 3 clusters Score -2130358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2130362.500000 Penalty: 4808.927246
	Iteration 66Q: 3 clusters Score -2130362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2130367.250000 Penalty: 4808.927246
	Iteration 67Q: 3 clusters Score -2130367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2130371.500000 Penalty: 4808.927246
	Iteration 68Q: 3 clusters Score -2130372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2130374.750000 Penalty: 4808.927246
	Iteration 69Q: 3 clusters Score -2130375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2130373.250000 Penalty: 4808.927246
	Iteration 70Q: 3 clusters Score -2130373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2130375.250000 Penalty: 4808.927246
	Iteration 71Q: 3 clusters Score -2130375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2130382.000000 Penalty: 4808.927246
	Iteration 72Q: 3 clusters Score -2130382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2130373.500000 Penalty: 4808.927246
	Iteration 73Q: 3 clusters Score -2130374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2130375.250000 Penalty: 4808.927246
	Iteration 74Q: 3 clusters Score -2130375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2130383.250000 Penalty: 4808.927246
	Iteration 75Q: 3 clusters Score -2130383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2130385.000000 Penalty: 4808.927246
	Iteration 76Q: 3 clusters Score -2130385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2130382.250000 Penalty: 4808.927246
	Iteration 77Q: 3 clusters Score -2130382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2130381.750000 Penalty: 4808.927246
	Iteration 78Q: 3 clusters Score -2130382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2130382.000000 Penalty: 4808.927246
	Iteration 79Q: 3 clusters Score -2130382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2130384.000000 Penalty: 4808.927246
	Iteration 80F: 3 clusters Score -2130384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2130383.000000 Penalty: 4808.927246
	Iteration 81Q: 3 clusters Score -2130383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2130384.500000 Penalty: 4808.927246
	Iteration 82Q: 3 clusters Score -2130384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2130384.500000 Penalty: 4808.927246
	Iteration 83F: 3 clusters Score -2130384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Entering Unmasked Estep 
Score: -2388190.750000 Penalty: 2432.934814
	Iteration 0F: 2 clusters Score -2388191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2375298.750000 Penalty: 4865.869629
	Iteration 0F: 3 clusters Score -2375299 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2379696.750000 Penalty: 4865.869629
	Iteration 1F: 3 clusters Score -2379697 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2380175.250000 Penalty: 4865.869629
	Iteration 2F: 3 clusters Score -2380175 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2380641.000000 Penalty: 4865.869629
	Iteration 3F: 3 clusters Score -2380641 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2381245.750000 Penalty: 4865.869629
	Iteration 4F: 3 clusters Score -2381246 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2382084.750000 Penalty: 4865.869629
	Iteration 5F: 3 clusters Score -2382085 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2383257.750000 Penalty: 4865.869629
	Iteration 6F: 3 clusters Score -2383258 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2384682.750000 Penalty: 4865.869629
	Iteration 7F: 3 clusters Score -2384683 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2385836.000000 Penalty: 4865.869629
	Iteration 8F: 3 clusters Score -2385836 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2386618.500000 Penalty: 4865.869629
	Iteration 9F: 3 clusters Score -2386618 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2387044.500000 Penalty: 4865.869629
	Iteration 10Q: 3 clusters Score -2387044 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2387224.250000 Penalty: 4865.869629
	Iteration 11Q: 3 clusters Score -2387224 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2387304.250000 Penalty: 4865.869629
	Iteration 12Q: 3 clusters Score -2387304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2387343.500000 Penalty: 4865.869629
	Iteration 13Q: 3 clusters Score -2387344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2387378.500000 Penalty: 4865.869629
	Iteration 14Q: 3 clusters Score -2387378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2387396.750000 Penalty: 4865.869629
	Iteration 15Q: 3 clusters Score -2387397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2387405.250000 Penalty: 4865.869629
	Iteration 16Q: 3 clusters Score -2387405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2387425.500000 Penalty: 4865.869629
	Iteration 17Q: 3 clusters Score -2387426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2387439.000000 Penalty: 4865.869629
	Iteration 18Q: 3 clusters Score -2387439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2387446.750000 Penalty: 4865.869629
	Iteration 19Q: 3 clusters Score -2387447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2387444.500000 Penalty: 4865.869629
	Iteration 20F: 3 clusters Score -2387444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2387455.500000 Penalty: 4865.869629
	Iteration 21Q: 3 clusters Score -2387456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2387450.750000 Penalty: 4865.869629
	Iteration 22Q: 3 clusters Score -2387451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2387454.750000 Penalty: 4865.869629
	Iteration 23Q: 3 clusters Score -2387455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2387451.000000 Penalty: 4865.869629
	Iteration 24Q: 3 clusters Score -2387451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2387451.000000 Penalty: 4865.869629
	Iteration 25Q: 3 clusters Score -2387451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2387459.500000 Penalty: 4865.869629
	Iteration 26Q: 3 clusters Score -2387460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2387462.500000 Penalty: 4865.869629
	Iteration 27Q: 3 clusters Score -2387462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2387460.250000 Penalty: 4865.869629
	Iteration 28Q: 3 clusters Score -2387460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2387462.500000 Penalty: 4865.869629
	Iteration 29Q: 3 clusters Score -2387462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2387465.500000 Penalty: 4865.869629
	Iteration 30Q: 3 clusters Score -2387466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2387471.000000 Penalty: 4865.869629
	Iteration 31Q: 3 clusters Score -2387471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2387471.250000 Penalty: 4865.869629
	Iteration 32Q: 3 clusters Score -2387471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2387472.000000 Penalty: 4865.869629
	Iteration 33Q: 3 clusters Score -2387472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2387467.750000 Penalty: 4865.869629
	Iteration 34Q: 3 clusters Score -2387468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2387471.750000 Penalty: 4865.869629
	Iteration 35Q: 3 clusters Score -2387472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2387470.750000 Penalty: 4865.869629
	Iteration 36Q: 3 clusters Score -2387471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2387469.000000 Penalty: 4865.869629
	Iteration 37Q: 3 clusters Score -2387469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2387466.250000 Penalty: 4865.869629
	Iteration 38Q: 3 clusters Score -2387466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2387466.750000 Penalty: 4865.869629
	Iteration 39Q: 3 clusters Score -2387467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2387466.750000 Penalty: 4865.869629
	Iteration 40F: 3 clusters Score -2387467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -724729.625000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -724729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -719694.750000 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -719694.8 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -721038.437500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -721038.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -721278.250000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -721278.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -721460.500000 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -721460.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -721612.437500 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -721612.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -721748.437500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -721748.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -721889.812500 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -721889.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -722036.250000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -722036.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -722195.937500 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -722195.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -722390.437500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -722390.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -722655.250000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -722655.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -722901.812500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -722901.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -723080.875000 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -723080.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -723193.562500 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -723193.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -723293.062500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -723293.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -723360.812500 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -723360.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -723419.187500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -723419.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -723455.687500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -723455.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -723486.562500 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -723486.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -723508.062500 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -723508.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -723523.312500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -723523.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -723546.750000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -723546.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -723562.562500 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -723562.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -723575.312500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -723575.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -723590.812500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -723590.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -723603.000000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -723603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -723612.562500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -723612.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -723618.937500 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -723618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -723622.875000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -723622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -723626.812500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -723626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -723630.687500 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -723630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -723632.562500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -723632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -723633.750000 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -723633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -723636.687500 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -723636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -723637.062500 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -723637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -723638.750000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -723638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -723640.750000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -723640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -723644.750000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -723644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -723646.437500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -723646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -723647.875000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -723647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -723650.500000 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -723650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -723656.250000 Penalty: 4308.217773
	Iteration 41Q: 3 clusters Score -723656.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -723664.312500 Penalty: 4308.217773
	Iteration 42Q: 3 clusters Score -723664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -723669.562500 Penalty: 4308.217773
	Iteration 43Q: 3 clusters Score -723669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -723675.250000 Penalty: 4308.217773
	Iteration 44Q: 3 clusters Score -723675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -723681.125000 Penalty: 4308.217773
	Iteration 45Q: 3 clusters Score -723681.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -723685.375000 Penalty: 4308.217773
	Iteration 46Q: 3 clusters Score -723685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -723688.687500 Penalty: 4308.217773
	Iteration 47Q: 3 clusters Score -723688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -723690.312500 Penalty: 4308.217773
	Iteration 48Q: 3 clusters Score -723690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -723692.437500 Penalty: 4308.217773
	Iteration 49Q: 3 clusters Score -723692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -723695.500000 Penalty: 4308.217773
	Iteration 50Q: 3 clusters Score -723695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -723696.250000 Penalty: 4308.217773
	Iteration 51Q: 3 clusters Score -723696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -723697.875000 Penalty: 4308.217773
	Iteration 52Q: 3 clusters Score -723697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -723698.187500 Penalty: 4308.217773
	Iteration 53Q: 3 clusters Score -723698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -723697.812500 Penalty: 4308.217773
	Iteration 54Q: 3 clusters Score -723697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -723699.625000 Penalty: 4308.217773
	Iteration 55Q: 3 clusters Score -723699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -723702.062500 Penalty: 4308.217773
	Iteration 56Q: 3 clusters Score -723702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -723702.125000 Penalty: 4308.217773
	Iteration 57Q: 3 clusters Score -723702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -723703.062500 Penalty: 4308.217773
	Iteration 58Q: 3 clusters Score -723703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -723703.437500 Penalty: 4308.217773
	Iteration 59Q: 3 clusters Score -723703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -723705.125000 Penalty: 4308.217773
	Iteration 60F: 3 clusters Score -723705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -723706.500000 Penalty: 4308.217773
	Iteration 61Q: 3 clusters Score -723706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -723706.437500 Penalty: 4308.217773
	Iteration 62Q: 3 clusters Score -723706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -723706.437500 Penalty: 4308.217773
	Iteration 63F: 3 clusters Score -723706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -953654.250000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -953654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -947721.750000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -947721.8 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -949240.875000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -949240.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -949494.562500 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -949494.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -949682.562500 Penalty: 4406.629395
	Iteration 3F: 3 clusters Score -949682.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -949793.000000 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -949793 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -949871.312500 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -949871.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -949934.000000 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -949934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -949987.750000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -949987.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -950042.062500 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -950042.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -950101.937500 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -950101.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -950153.125000 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -950153.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -950219.937500 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -950219.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -950282.312500 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -950282.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -950372.000000 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -950372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -950473.562500 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -950473.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -950604.125000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -950604.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -950752.500000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -950752.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -950931.750000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -950931.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -951117.000000 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -951117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -951278.687500 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -951278.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -951407.312500 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -951407.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -951509.937500 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -951509.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -951571.687500 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -951571.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -951606.187500 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -951606.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -951625.625000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -951625.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -951646.625000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -951646.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -951661.625000 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -951661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -951672.062500 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -951672.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -951680.500000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -951680.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -951684.687500 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -951684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -951691.500000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -951691.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -951696.000000 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -951696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -951703.062500 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -951703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -951706.937500 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -951706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -951710.375000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -951710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -951711.312500 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -951711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -951714.125000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -951714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -951714.562500 Penalty: 4406.629395
	Iteration 37Q: 3 clusters Score -951714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -951717.500000 Penalty: 4406.629395
	Iteration 38Q: 3 clusters Score -951717.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -951718.687500 Penalty: 4406.629395
	Iteration 39Q: 3 clusters Score -951718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -951717.750000 Penalty: 4406.629395
	Iteration 40F: 3 clusters Score -951717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -951717.750000 Penalty: 4406.629395
	Iteration 41Q: 3 clusters Score -951717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -951718.687500 Penalty: 4406.629395
	Iteration 42Q: 3 clusters Score -951718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -951718.937500 Penalty: 4406.629395
	Iteration 43Q: 3 clusters Score -951718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -951718.750000 Penalty: 4406.629395
	Iteration 44Q: 3 clusters Score -951718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -951718.812500 Penalty: 4406.629395
	Iteration 45Q: 3 clusters Score -951718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -951720.937500 Penalty: 4406.629395
	Iteration 46Q: 3 clusters Score -951720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -951721.750000 Penalty: 4406.629395
	Iteration 47Q: 3 clusters Score -951721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -951723.375000 Penalty: 4406.629395
	Iteration 48Q: 3 clusters Score -951723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -951725.375000 Penalty: 4406.629395
	Iteration 49Q: 3 clusters Score -951725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -951726.562500 Penalty: 4406.629395
	Iteration 50Q: 3 clusters Score -951726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -951724.062500 Penalty: 4406.629395
	Iteration 51Q: 3 clusters Score -951724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -951725.250000 Penalty: 4406.629395
	Iteration 52Q: 3 clusters Score -951725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -951728.187500 Penalty: 4406.629395
	Iteration 53Q: 3 clusters Score -951728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -951727.875000 Penalty: 4406.629395
	Iteration 54Q: 3 clusters Score -951727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -951729.687500 Penalty: 4406.629395
	Iteration 55Q: 3 clusters Score -951729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -951730.187500 Penalty: 4406.629395
	Iteration 56Q: 3 clusters Score -951730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -951730.000000 Penalty: 4406.629395
	Iteration 57Q: 3 clusters Score -951730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -951730.562500 Penalty: 4406.629395
	Iteration 58Q: 3 clusters Score -951730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -951729.000000 Penalty: 4406.629395
	Iteration 59Q: 3 clusters Score -951729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -951731.375000 Penalty: 4406.629395
	Iteration 60F: 3 clusters Score -951731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -951731.750000 Penalty: 4406.629395
	Iteration 61Q: 3 clusters Score -951731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -951732.500000 Penalty: 4406.629395
	Iteration 62Q: 3 clusters Score -951732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -951730.937500 Penalty: 4406.629395
	Iteration 63Q: 3 clusters Score -951730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -951730.875000 Penalty: 4406.629395
	Iteration 64Q: 3 clusters Score -951730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -951731.625000 Penalty: 4406.629395
	Iteration 65Q: 3 clusters Score -951731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -951731.625000 Penalty: 4406.629395
	Iteration 66F: 3 clusters Score -951731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Entering Unmasked Estep 
Score: -3706611.250000 Penalty: 2538.079834
	Iteration 0F: 2 clusters Score -3706611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3687402.000000 Penalty: 5076.159668
	Iteration 0F: 3 clusters Score -3687402 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3694152.250000 Penalty: 5076.159668
	Iteration 1F: 3 clusters Score -3694152 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3694527.000000 Penalty: 5076.159668
	Iteration 2Q: 3 clusters Score -3694527 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3694874.500000 Penalty: 5076.159668
	Iteration 3Q: 3 clusters Score -3694874 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3695202.500000 Penalty: 5076.159668
	Iteration 4Q: 3 clusters Score -3695202 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3695574.500000 Penalty: 5076.159668
	Iteration 5Q: 3 clusters Score -3695574 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3696064.000000 Penalty: 5076.159668
	Iteration 6Q: 3 clusters Score -3696064 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3696754.500000 Penalty: 5076.159668
	Iteration 7Q: 3 clusters Score -3696754 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3697732.250000 Penalty: 5076.159668
	Iteration 8F: 3 clusters Score -3697732 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3699131.500000 Penalty: 5076.159668
	Iteration 9F: 3 clusters Score -3699132 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3700679.250000 Penalty: 5076.159668
	Iteration 10F: 3 clusters Score -3700679 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3702017.250000 Penalty: 5076.159668
	Iteration 11F: 3 clusters Score -3702017 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3702976.250000 Penalty: 5076.159668
	Iteration 12Q: 3 clusters Score -3702976 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3703564.250000 Penalty: 5076.159668
	Iteration 13Q: 3 clusters Score -3703564 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3703881.250000 Penalty: 5076.159668
	Iteration 14Q: 3 clusters Score -3703881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3704069.250000 Penalty: 5076.159668
	Iteration 15Q: 3 clusters Score -3704069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3704193.500000 Penalty: 5076.159668
	Iteration 16Q: 3 clusters Score -3704194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3704264.750000 Penalty: 5076.159668
	Iteration 17Q: 3 clusters Score -3704265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3704302.250000 Penalty: 5076.159668
	Iteration 18Q: 3 clusters Score -3704302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3704328.500000 Penalty: 5076.159668
	Iteration 19Q: 3 clusters Score -3704328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3704340.500000 Penalty: 5076.159668
	Iteration 20F: 3 clusters Score -3704340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3704356.000000 Penalty: 5076.159668
	Iteration 21Q: 3 clusters Score -3704356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3704361.750000 Penalty: 5076.159668
	Iteration 22Q: 3 clusters Score -3704362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3704369.500000 Penalty: 5076.159668
	Iteration 23Q: 3 clusters Score -3704370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3704376.000000 Penalty: 5076.159668
	Iteration 24Q: 3 clusters Score -3704376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3704377.250000 Penalty: 5076.159668
	Iteration 25Q: 3 clusters Score -3704377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3704373.500000 Penalty: 5076.159668
	Iteration 26Q: 3 clusters Score -3704374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3704381.250000 Penalty: 5076.159668
	Iteration 27Q: 3 clusters Score -3704381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3704379.500000 Penalty: 5076.159668
	Iteration 28Q: 3 clusters Score -3704380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3704377.500000 Penalty: 5076.159668
	Iteration 29Q: 3 clusters Score -3704378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3704384.000000 Penalty: 5076.159668
	Iteration 30Q: 3 clusters Score -3704384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3704384.000000 Penalty: 5076.159668
	Iteration 31F: 3 clusters Score -3704384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -55889.664062 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -55889.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54399.953125 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -54399.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54567.093750 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -54567.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54646.292969 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -54646.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54671.042969 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -54671.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54678.195312 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -54678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54682.582031 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -54682.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54683.496094 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -54683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54687.289062 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -54687.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54687.289062 Penalty: 3041.088379
	Iteration 8F: 3 clusters Score -54687.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226062 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120878 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155753 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107650 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114535 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 21363 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106320.000000 Penalty: 108826.757812
Iteration 199Q: 32 clusters Score -1.811063e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226059 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120881 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232902 members 
Mstep: Class 7 contains 155755 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44014 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107651 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114537 members 
Mstep: Class 22 contains 10409 members 
Mstep: Class 23 contains 21359 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106304.000000 Penalty: 108826.757812
Iteration 200F: 32 clusters Score -1.811063e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226057 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120885 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232902 members 
Mstep: Class 7 contains 155750 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107654 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114537 members 
Mstep: Class 22 contains 10408 members 
Mstep: Class 23 contains 21361 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 201Q: 32 clusters Score -1.811062e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120889 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155745 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107655 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114538 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 21364 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 202Q: 32 clusters Score -1.811062e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120898 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232904 members 
Mstep: Class 7 contains 155741 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107657 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10406 members 
Mstep: Class 23 contains 21361 members 
Mstep: Class 24 contains 20466 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106160.000000 Penalty: 108826.757812
Iteration 203Q: 32 clusters Score -1.811062e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226053 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120903 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232904 members 
Mstep: Class 7 contains 155739 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44010 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 21358 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106112.000000 Penalty: 108826.757812
Iteration 204Q: 32 clusters Score -1.811061e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226051 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120912 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232906 members 
Mstep: Class 7 contains 155739 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44009 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107661 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 21355 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 205Q: 32 clusters Score -1.811062e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226051 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120917 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232907 members 
Mstep: Class 7 contains 155730 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44009 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114540 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 21353 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18219 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106128.000000 Penalty: 108826.757812
Iteration 206Q: 32 clusters Score -1.811061e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226049 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120924 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155718 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44010 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107666 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 21353 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18220 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181105952.000000 Penalty: 108826.757812
Iteration 207Q: 32 clusters Score -1.81106e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226044 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120938 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232909 members 
Mstep: Class 7 contains 155711 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107668 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114537 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 21348 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16244 members 
Mstep: Class 27 contains 18223 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106096.000000 Penalty: 108826.757812
Iteration 208Q: 32 clusters Score -1.811061e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226044 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120945 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232908 members 
Mstep: Class 7 contains 155708 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107667 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 21340 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 209Q: 32 clusters Score -1.811062e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226047 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 120955 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232908 members 
Mstep: Class 7 contains 155699 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107662 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 21339 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106160.000000 Penalty: 108826.757812
Iteration 210Q: 32 clusters Score -1.811062e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226044 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120966 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232909 members 
Mstep: Class 7 contains 155690 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44012 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114541 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 21336 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106272.000000 Penalty: 108826.757812
Iteration 211Q: 32 clusters Score -1.811063e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226040 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 120982 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232909 members 
Mstep: Class 7 contains 155685 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44009 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114540 members 
Mstep: Class 22 contains 10403 members 
Mstep: Class 23 contains 21334 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 212Q: 32 clusters Score -1.811063e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 121001 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232908 members 
Mstep: Class 7 contains 155676 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44008 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107661 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114541 members 
Mstep: Class 22 contains 10403 members 
Mstep: Class 23 contains 21331 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 213Q: 32 clusters Score -1.811063e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 19622 members 
Mstep: Class 3 contains 131612 members 
Mstep: Class 4 contains 121015 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232916 members 
Mstep: Class 7 contains 155668 members 
Mstep: Class 8 contains 29759 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44007 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107663 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114539 members 
Mstep: Class 22 contains 10402 members 
Mstep: Class 23 contains 21329 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 214Q: 32 clusters Score -1.811063e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226023 members 
Mstep: Class 2 contains 19624 members 
Mstep: Class 3 contains 131610 members 
Mstep: Class 4 contains 121035 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232917 members 
Mstep: Class 7 contains 155660 members 
Mstep: Class 8 contains 29758 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107654 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114540 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 21327 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27839 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106416.000000 Penalty: 108826.757812
Iteration 215Q: 32 clusters Score -1.811064e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 19625 members 
Mstep: Class 3 contains 131609 members 
Mstep: Class 4 contains 121049 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232918 members 
Mstep: Class 7 contains 155653 members 
Mstep: Class 8 contains 29757 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107648 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114542 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 21327 members 
Mstep: Class 24 contains 20468 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27840 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106336.000000 Penalty: 108826.757812
Iteration 216Q: 32 clusters Score -1.811063e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226021 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121059 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 232919 members 
Mstep: Class 7 contains 155650 members 
Mstep: Class 8 contains 29756 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44001 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 107638 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114543 members 
Mstep: Class 22 contains 10399 members 
Mstep: Class 23 contains 21329 members 
Mstep: Class 24 contains 20469 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18226 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106352.000000 Penalty: 108826.757812
Iteration 217Q: 32 clusters Score -1.811064e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226022 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121065 members 
Mstep: Class 5 contains 12144 members 
Mstep: Class 6 contains 232915 members 
Mstep: Class 7 contains 155652 members 
Mstep: Class 8 contains 29756 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44001 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 107629 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114544 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18227 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27845 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 218Q: 32 clusters Score -1.811062e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226024 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121070 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 232910 members 
Mstep: Class 7 contains 155652 members 
Mstep: Class 8 contains 29756 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44002 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107625 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114544 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18228 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 219Q: 32 clusters Score -1.811062e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226023 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121082 members 
Mstep: Class 5 contains 12146 members 
Mstep: Class 6 contains 232906 members 
Mstep: Class 7 contains 155651 members 
Mstep: Class 8 contains 29755 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107615 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114545 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 21326 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18231 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27844 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 220F: 32 clusters Score -1.811062e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226025 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121091 members 
Mstep: Class 5 contains 12147 members 
Mstep: Class 6 contains 232907 members 
Mstep: Class 7 contains 155648 members 
Mstep: Class 8 contains 29755 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107604 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114544 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 21325 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18233 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27844 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 221Q: 32 clusters Score -1.811062e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121102 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232902 members 
Mstep: Class 7 contains 155644 members 
Mstep: Class 8 contains 29755 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107597 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 21324 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18235 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 222Q: 32 clusters Score -1.811062e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121112 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232903 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29754 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107594 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18236 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 223Q: 32 clusters Score -1.811062e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121119 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232905 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 29753 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107588 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21326 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18238 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 224Q: 32 clusters Score -1.811062e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 131607 members 
Mstep: Class 4 contains 121126 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232910 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29751 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107579 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21324 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106080.000000 Penalty: 108826.757812
Iteration 225Q: 32 clusters Score -1.811061e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226027 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121129 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232909 members 
Mstep: Class 7 contains 155636 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107574 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 226Q: 32 clusters Score -1.811062e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121129 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155637 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107573 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106256.000000 Penalty: 108826.757812
Iteration 227Q: 32 clusters Score -1.811063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226024 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121132 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232912 members 
Mstep: Class 7 contains 155637 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107567 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114548 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 228Q: 32 clusters Score -1.811062e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226026 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121135 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155637 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107563 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20472 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 229Q: 32 clusters Score -1.811062e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226027 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121136 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155636 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107559 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 230Q: 32 clusters Score -1.811062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226025 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121140 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155635 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107557 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20474 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 231Q: 32 clusters Score -1.811062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226021 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121144 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107557 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20475 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 232Q: 32 clusters Score -1.811062e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121147 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107554 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20477 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 233Q: 32 clusters Score -1.811062e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121150 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232915 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107550 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114549 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20478 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16244 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 234Q: 32 clusters Score -1.811062e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226016 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121155 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232916 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107546 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21323 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 235Q: 32 clusters Score -1.811062e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226015 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121158 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232916 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107544 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20480 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 236Q: 32 clusters Score -1.811062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226012 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121163 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232915 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107542 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20482 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 237Q: 32 clusters Score -1.811062e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226009 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121169 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44004 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107536 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106256.000000 Penalty: 108826.757812
Iteration 238Q: 32 clusters Score -1.811063e+08 nChanged 19
Entering ConstructFrom: 
Score: -181106256.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (226005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226005 members 
Entering Unmasked Estep 
Score: -30275604.000000 Penalty: 3057.421387
	Iteration 0F: 2 clusters Score -3.02756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -30155396.000000 Penalty: 6114.842773
	Iteration 0F: 3 clusters Score -3.01554e+07 nChanged 109092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -30218770.000000 Penalty: 6114.842773
	Iteration 1F: 3 clusters Score -3.021877e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -30220278.000000 Penalty: 6114.842773
	Iteration 2Q: 3 clusters Score -3.022028e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -30221856.000000 Penalty: 6114.842773
	Iteration 3Q: 3 clusters Score -3.022186e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -30224270.000000 Penalty: 6114.842773
	Iteration 4Q: 3 clusters Score -3.022427e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -30227414.000000 Penalty: 6114.842773
	Iteration 5Q: 3 clusters Score -3.022741e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -30232142.000000 Penalty: 6114.842773
	Iteration 6Q: 3 clusters Score -3.023214e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 116193 members 
Entering Unmasked Estep 
Score: -30240492.000000 Penalty: 6114.842773
	Iteration 7F: 3 clusters Score -3.024049e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -30251662.000000 Penalty: 6114.842773
	Iteration 8F: 3 clusters Score -3.025166e+07 nChanged 15710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -30262586.000000 Penalty: 6114.842773
	Iteration 9F: 3 clusters Score -3.026259e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -30268756.000000 Penalty: 6114.842773
	Iteration 10F: 3 clusters Score -3.026876e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -30271150.000000 Penalty: 6114.842773
	Iteration 11Q: 3 clusters Score -3.027115e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -30272058.000000 Penalty: 6114.842773
	Iteration 12Q: 3 clusters Score -3.027206e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -30272954.000000 Penalty: 6114.842773
	Iteration 13Q: 3 clusters Score -3.027295e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -30273652.000000 Penalty: 6114.842773
	Iteration 14Q: 3 clusters Score -3.027365e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -30274190.000000 Penalty: 6114.842773
	Iteration 15Q: 3 clusters Score -3.027419e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -30274828.000000 Penalty: 6114.842773
	Iteration 16Q: 3 clusters Score -3.027483e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155044 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -30275152.000000 Penalty: 6114.842773
	Iteration 17Q: 3 clusters Score -3.027515e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160218 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -30275450.000000 Penalty: 6114.842773
	Iteration 18Q: 3 clusters Score -3.027545e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -30275534.000000 Penalty: 6114.842773
	Iteration 19Q: 3 clusters Score -3.027553e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -30275664.000000 Penalty: 6114.842773
	Iteration 20F: 3 clusters Score -3.027566e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -30275582.000000 Penalty: 6114.842773
	Iteration 21Q: 3 clusters Score -3.027558e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -30275166.000000 Penalty: 6114.842773
	Iteration 22Q: 3 clusters Score -3.027517e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182483 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -30274716.000000 Penalty: 6114.842773
	Iteration 23Q: 3 clusters Score -3.027472e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185938 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -30274298.000000 Penalty: 6114.842773
	Iteration 24Q: 3 clusters Score -3.02743e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189113 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -30273718.000000 Penalty: 6114.842773
	Iteration 25Q: 3 clusters Score -3.027372e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191937 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -30273242.000000 Penalty: 6114.842773
	Iteration 26Q: 3 clusters Score -3.027324e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194473 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -30272932.000000 Penalty: 6114.842773
	Iteration 27Q: 3 clusters Score -3.027293e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196826 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -30272498.000000 Penalty: 6114.842773
	Iteration 28Q: 3 clusters Score -3.02725e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198957 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -30272220.000000 Penalty: 6114.842773
	Iteration 29Q: 3 clusters Score -3.027222e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200878 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -30271808.000000 Penalty: 6114.842773
	Iteration 30Q: 3 clusters Score -3.027181e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -30271586.000000 Penalty: 6114.842773
	Iteration 31Q: 3 clusters Score -3.027159e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204154 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -30271576.000000 Penalty: 6114.842773
	Iteration 32Q: 3 clusters Score -3.027158e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205629 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -30271550.000000 Penalty: 6114.842773
	Iteration 33Q: 3 clusters Score -3.027155e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207062 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -30271590.000000 Penalty: 6114.842773
	Iteration 34Q: 3 clusters Score -3.027159e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208374 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -30271654.000000 Penalty: 6114.842773
	Iteration 35Q: 3 clusters Score -3.027165e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209587 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -30271810.000000 Penalty: 6114.842773
	Iteration 36Q: 3 clusters Score -3.027181e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210727 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -30271756.000000 Penalty: 6114.842773
	Iteration 37Q: 3 clusters Score -3.027176e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211795 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -30271792.000000 Penalty: 6114.842773
	Iteration 38Q: 3 clusters Score -3.027179e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212801 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -30271770.000000 Penalty: 6114.842773
	Iteration 39Q: 3 clusters Score -3.027177e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213789 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -30271996.000000 Penalty: 6114.842773
	Iteration 40F: 3 clusters Score -3.0272e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214763 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -30272132.000000 Penalty: 6114.842773
	Iteration 41Q: 3 clusters Score -3.027213e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215679 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -30272092.000000 Penalty: 6114.842773
	Iteration 42Q: 3 clusters Score -3.027209e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216506 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -30272206.000000 Penalty: 6114.842773
	Iteration 43Q: 3 clusters Score -3.027221e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -30272192.000000 Penalty: 6114.842773
	Iteration 44Q: 3 clusters Score -3.027219e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217979 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -30272348.000000 Penalty: 6114.842773
	Iteration 45Q: 3 clusters Score -3.027235e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218641 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -30272362.000000 Penalty: 6114.842773
	Iteration 46Q: 3 clusters Score -3.027236e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219220 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -30272390.000000 Penalty: 6114.842773
	Iteration 47Q: 3 clusters Score -3.027239e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219789 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -30272502.000000 Penalty: 6114.842773
	Iteration 48Q: 3 clusters Score -3.02725e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -30272648.000000 Penalty: 6114.842773
	Iteration 49Q: 3 clusters Score -3.027265e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220694 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -30272710.000000 Penalty: 6114.842773
	Iteration 50Q: 3 clusters Score -3.027271e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221091 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -30272656.000000 Penalty: 6114.842773
	Iteration 51Q: 3 clusters Score -3.027266e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221456 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -30272640.000000 Penalty: 6114.842773
	Iteration 52Q: 3 clusters Score -3.027264e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221817 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -30272662.000000 Penalty: 6114.842773
	Iteration 53Q: 3 clusters Score -3.027266e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222162 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -30272706.000000 Penalty: 6114.842773
	Iteration 54Q: 3 clusters Score -3.027271e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222458 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -30272818.000000 Penalty: 6114.842773
	Iteration 55Q: 3 clusters Score -3.027282e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222735 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -30272864.000000 Penalty: 6114.842773
	Iteration 56Q: 3 clusters Score -3.027286e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222959 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -30272868.000000 Penalty: 6114.842773
	Iteration 57Q: 3 clusters Score -3.027287e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223148 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -30272974.000000 Penalty: 6114.842773
	Iteration 58Q: 3 clusters Score -3.027297e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223317 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -30272958.000000 Penalty: 6114.842773
	Iteration 59Q: 3 clusters Score -3.027296e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223477 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -30273002.000000 Penalty: 6114.842773
	Iteration 60F: 3 clusters Score -3.0273e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223610 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -30273002.000000 Penalty: 6114.842773
	Iteration 61Q: 3 clusters Score -3.0273e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223726 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -30273008.000000 Penalty: 6114.842773
	Iteration 62Q: 3 clusters Score -3.027301e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223829 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -30273034.000000 Penalty: 6114.842773
	Iteration 63Q: 3 clusters Score -3.027303e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223922 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -30273072.000000 Penalty: 6114.842773
	Iteration 64Q: 3 clusters Score -3.027307e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223998 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -30273080.000000 Penalty: 6114.842773
	Iteration 65Q: 3 clusters Score -3.027308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224068 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -30273082.000000 Penalty: 6114.842773
	Iteration 66Q: 3 clusters Score -3.027308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224127 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -30273120.000000 Penalty: 6114.842773
	Iteration 67Q: 3 clusters Score -3.027312e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224180 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -30273116.000000 Penalty: 6114.842773
	Iteration 68Q: 3 clusters Score -3.027312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224239 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -30273176.000000 Penalty: 6114.842773
	Iteration 69Q: 3 clusters Score -3.027318e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224293 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -30273160.000000 Penalty: 6114.842773
	Iteration 70Q: 3 clusters Score -3.027316e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224341 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -30273146.000000 Penalty: 6114.842773
	Iteration 71Q: 3 clusters Score -3.027315e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224388 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -30273180.000000 Penalty: 6114.842773
	Iteration 72Q: 3 clusters Score -3.027318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224435 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -30273208.000000 Penalty: 6114.842773
	Iteration 73Q: 3 clusters Score -3.027321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224481 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -30273200.000000 Penalty: 6114.842773
	Iteration 74Q: 3 clusters Score -3.02732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224532 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -30273172.000000 Penalty: 6114.842773
	Iteration 75Q: 3 clusters Score -3.027317e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -30273172.000000 Penalty: 6114.842773
	Iteration 76Q: 3 clusters Score -3.027317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224623 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -30273182.000000 Penalty: 6114.842773
	Iteration 77Q: 3 clusters Score -3.027318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224653 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -30273172.000000 Penalty: 6114.842773
	Iteration 78Q: 3 clusters Score -3.027317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224683 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -30273186.000000 Penalty: 6114.842773
	Iteration 79Q: 3 clusters Score -3.027319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224702 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -30273194.000000 Penalty: 6114.842773
	Iteration 80F: 3 clusters Score -3.027319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -30273184.000000 Penalty: 6114.842773
	Iteration 81Q: 3 clusters Score -3.027318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224727 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -30273150.000000 Penalty: 6114.842773
	Iteration 82Q: 3 clusters Score -3.027315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -30273166.000000 Penalty: 6114.842773
	Iteration 83Q: 3 clusters Score -3.027317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224747 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -30273164.000000 Penalty: 6114.842773
	Iteration 84Q: 3 clusters Score -3.027316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224757 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -30273178.000000 Penalty: 6114.842773
	Iteration 85Q: 3 clusters Score -3.027318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224766 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -30273210.000000 Penalty: 6114.842773
	Iteration 86Q: 3 clusters Score -3.027321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224780 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -30273228.000000 Penalty: 6114.842773
	Iteration 87Q: 3 clusters Score -3.027323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224793 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -30273228.000000 Penalty: 6114.842773
	Iteration 88Q: 3 clusters Score -3.027323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224803 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -30273212.000000 Penalty: 6114.842773
	Iteration 89Q: 3 clusters Score -3.027321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224810 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -30273224.000000 Penalty: 6114.842773
	Iteration 90Q: 3 clusters Score -3.027322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224819 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -30273226.000000 Penalty: 6114.842773
	Iteration 91Q: 3 clusters Score -3.027323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224826 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -30273228.000000 Penalty: 6114.842773
	Iteration 92Q: 3 clusters Score -3.027323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224841 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -30273228.000000 Penalty: 6114.842773
	Iteration 93Q: 3 clusters Score -3.027323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224852 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -30273224.000000 Penalty: 6114.842773
	Iteration 94Q: 3 clusters Score -3.027322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -30273234.000000 Penalty: 6114.842773
	Iteration 95Q: 3 clusters Score -3.027323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224866 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -30273236.000000 Penalty: 6114.842773
	Iteration 96Q: 3 clusters Score -3.027324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224870 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -30273236.000000 Penalty: 6114.842773
	Iteration 97Q: 3 clusters Score -3.027324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224876 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -30273248.000000 Penalty: 6114.842773
	Iteration 98Q: 3 clusters Score -3.027325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224879 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -30273242.000000 Penalty: 6114.842773
	Iteration 99Q: 3 clusters Score -3.027324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224882 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -30273244.000000 Penalty: 6114.842773
	Iteration 100F: 3 clusters Score -3.027324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30273248.000000 Penalty: 6114.842773
	Iteration 101Q: 3 clusters Score -3.027325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224887 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -30273236.000000 Penalty: 6114.842773
	Iteration 102Q: 3 clusters Score -3.027324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -30273252.000000 Penalty: 6114.842773
	Iteration 103Q: 3 clusters Score -3.027325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30273242.000000 Penalty: 6114.842773
	Iteration 104Q: 3 clusters Score -3.027324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224902 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -30273260.000000 Penalty: 6114.842773
	Iteration 105Q: 3 clusters Score -3.027326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224902 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -30273260.000000 Penalty: 6114.842773
	Iteration 106F: 3 clusters Score -3.027326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -2389080.250000 Penalty: 2451.383301
	Iteration 0F: 2 clusters Score -2389080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2375240.000000 Penalty: 4902.766602
	Iteration 0F: 3 clusters Score -2375240 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2380266.750000 Penalty: 4902.766602
	Iteration 1F: 3 clusters Score -2380267 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2381087.000000 Penalty: 4902.766602
	Iteration 2F: 3 clusters Score -2381087 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2381820.500000 Penalty: 4902.766602
	Iteration 3F: 3 clusters Score -2381820 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2382513.500000 Penalty: 4902.766602
	Iteration 4F: 3 clusters Score -2382514 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2383092.250000 Penalty: 4902.766602
	Iteration 5F: 3 clusters Score -2383092 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2383591.250000 Penalty: 4902.766602
	Iteration 6Q: 3 clusters Score -2383591 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2384075.000000 Penalty: 4902.766602
	Iteration 7Q: 3 clusters Score -2384075 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2384530.500000 Penalty: 4902.766602
	Iteration 8Q: 3 clusters Score -2384530 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2384936.000000 Penalty: 4902.766602
	Iteration 9Q: 3 clusters Score -2384936 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2385258.750000 Penalty: 4902.766602
	Iteration 10Q: 3 clusters Score -2385259 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2385551.250000 Penalty: 4902.766602
	Iteration 11Q: 3 clusters Score -2385551 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2385769.250000 Penalty: 4902.766602
	Iteration 12Q: 3 clusters Score -2385769 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2385950.750000 Penalty: 4902.766602
	Iteration 13Q: 3 clusters Score -2385951 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2386094.000000 Penalty: 4902.766602
	Iteration 14Q: 3 clusters Score -2386094 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2386217.000000 Penalty: 4902.766602
	Iteration 15Q: 3 clusters Score -2386217 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2386313.500000 Penalty: 4902.766602
	Iteration 16Q: 3 clusters Score -2386314 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2386379.750000 Penalty: 4902.766602
	Iteration 17Q: 3 clusters Score -2386380 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2386449.250000 Penalty: 4902.766602
	Iteration 18Q: 3 clusters Score -2386449 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2386506.250000 Penalty: 4902.766602
	Iteration 19Q: 3 clusters Score -2386506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2386562.750000 Penalty: 4902.766602
	Iteration 20F: 3 clusters Score -2386563 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2386615.000000 Penalty: 4902.766602
	Iteration 21Q: 3 clusters Score -2386615 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2386633.750000 Penalty: 4902.766602
	Iteration 22Q: 3 clusters Score -2386634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2386666.750000 Penalty: 4902.766602
	Iteration 23Q: 3 clusters Score -2386667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2386700.000000 Penalty: 4902.766602
	Iteration 24Q: 3 clusters Score -2386700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2386729.250000 Penalty: 4902.766602
	Iteration 25Q: 3 clusters Score -2386729 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2386747.250000 Penalty: 4902.766602
	Iteration 26Q: 3 clusters Score -2386747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2386768.500000 Penalty: 4902.766602
	Iteration 27Q: 3 clusters Score -2386768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2386785.500000 Penalty: 4902.766602
	Iteration 28Q: 3 clusters Score -2386786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2386796.500000 Penalty: 4902.766602
	Iteration 29Q: 3 clusters Score -2386796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2386814.000000 Penalty: 4902.766602
	Iteration 30Q: 3 clusters Score -2386814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2386836.000000 Penalty: 4902.766602
	Iteration 31Q: 3 clusters Score -2386836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2386849.750000 Penalty: 4902.766602
	Iteration 32Q: 3 clusters Score -2386850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2386859.500000 Penalty: 4902.766602
	Iteration 33Q: 3 clusters Score -2386860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2386885.250000 Penalty: 4902.766602
	Iteration 34Q: 3 clusters Score -2386885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2386908.750000 Penalty: 4902.766602
	Iteration 35Q: 3 clusters Score -2386909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2386929.750000 Penalty: 4902.766602
	Iteration 36Q: 3 clusters Score -2386930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2386952.500000 Penalty: 4902.766602
	Iteration 37Q: 3 clusters Score -2386952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2386964.500000 Penalty: 4902.766602
	Iteration 38Q: 3 clusters Score -2386964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2386971.750000 Penalty: 4902.766602
	Iteration 39Q: 3 clusters Score -2386972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2386977.250000 Penalty: 4902.766602
	Iteration 40F: 3 clusters Score -2386977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2387009.250000 Penalty: 4902.766602
	Iteration 41Q: 3 clusters Score -2387009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2387031.250000 Penalty: 4902.766602
	Iteration 42Q: 3 clusters Score -2387031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2387057.250000 Penalty: 4902.766602
	Iteration 43Q: 3 clusters Score -2387057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2387077.500000 Penalty: 4902.766602
	Iteration 44Q: 3 clusters Score -2387078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2387105.000000 Penalty: 4902.766602
	Iteration 45Q: 3 clusters Score -2387105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2387139.000000 Penalty: 4902.766602
	Iteration 46Q: 3 clusters Score -2387139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2387150.500000 Penalty: 4902.766602
	Iteration 47Q: 3 clusters Score -2387150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2387168.500000 Penalty: 4902.766602
	Iteration 48Q: 3 clusters Score -2387168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2387177.500000 Penalty: 4902.766602
	Iteration 49Q: 3 clusters Score -2387178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2387190.750000 Penalty: 4902.766602
	Iteration 50Q: 3 clusters Score -2387191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2387198.250000 Penalty: 4902.766602
	Iteration 51Q: 3 clusters Score -2387198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2387207.000000 Penalty: 4902.766602
	Iteration 52Q: 3 clusters Score -2387207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2387219.500000 Penalty: 4902.766602
	Iteration 53Q: 3 clusters Score -2387220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2387226.250000 Penalty: 4902.766602
	Iteration 54Q: 3 clusters Score -2387226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2387233.000000 Penalty: 4902.766602
	Iteration 55Q: 3 clusters Score -2387233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2387242.000000 Penalty: 4902.766602
	Iteration 56Q: 3 clusters Score -2387242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2387248.500000 Penalty: 4902.766602
	Iteration 57Q: 3 clusters Score -2387248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2387252.000000 Penalty: 4902.766602
	Iteration 58Q: 3 clusters Score -2387252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2387260.750000 Penalty: 4902.766602
	Iteration 59Q: 3 clusters Score -2387261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2387270.000000 Penalty: 4902.766602
	Iteration 60F: 3 clusters Score -2387270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2387272.750000 Penalty: 4902.766602
	Iteration 61Q: 3 clusters Score -2387273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2387276.250000 Penalty: 4902.766602
	Iteration 62Q: 3 clusters Score -2387276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2387283.500000 Penalty: 4902.766602
	Iteration 63Q: 3 clusters Score -2387284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2387284.500000 Penalty: 4902.766602
	Iteration 64Q: 3 clusters Score -2387284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2387288.750000 Penalty: 4902.766602
	Iteration 65Q: 3 clusters Score -2387289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2387304.500000 Penalty: 4902.766602
	Iteration 66Q: 3 clusters Score -2387304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2387311.750000 Penalty: 4902.766602
	Iteration 67Q: 3 clusters Score -2387312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2387327.000000 Penalty: 4902.766602
	Iteration 68Q: 3 clusters Score -2387327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2387333.750000 Penalty: 4902.766602
	Iteration 69Q: 3 clusters Score -2387334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2387336.750000 Penalty: 4902.766602
	Iteration 70Q: 3 clusters Score -2387337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2387343.000000 Penalty: 4902.766602
	Iteration 71Q: 3 clusters Score -2387343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2387355.750000 Penalty: 4902.766602
	Iteration 72Q: 3 clusters Score -2387356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2387359.750000 Penalty: 4902.766602
	Iteration 73Q: 3 clusters Score -2387360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2387358.500000 Penalty: 4902.766602
	Iteration 74Q: 3 clusters Score -2387358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2387356.500000 Penalty: 4902.766602
	Iteration 75Q: 3 clusters Score -2387356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2387358.500000 Penalty: 4902.766602
	Iteration 76Q: 3 clusters Score -2387358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2387362.250000 Penalty: 4902.766602
	Iteration 77Q: 3 clusters Score -2387362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2387362.000000 Penalty: 4902.766602
	Iteration 78Q: 3 clusters Score -2387362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2387362.750000 Penalty: 4902.766602
	Iteration 79Q: 3 clusters Score -2387363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2387361.000000 Penalty: 4902.766602
	Iteration 80F: 3 clusters Score -2387361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Entering Unmasked Estep 
Score: -17275760.000000 Penalty: 2923.320557
	Iteration 0F: 2 clusters Score -1.727576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -17188692.000000 Penalty: 5846.641113
	Iteration 0F: 3 clusters Score -1.718869e+07 nChanged 62695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -17225798.000000 Penalty: 5846.641113
	Iteration 1F: 3 clusters Score -1.72258e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -17228292.000000 Penalty: 5846.641113
	Iteration 2Q: 3 clusters Score -1.722829e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -17232118.000000 Penalty: 5846.641113
	Iteration 3F: 3 clusters Score -1.723212e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -17237118.000000 Penalty: 5846.641113
	Iteration 4F: 3 clusters Score -1.723712e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -17242172.000000 Penalty: 5846.641113
	Iteration 5F: 3 clusters Score -1.724217e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -17245880.000000 Penalty: 5846.641113
	Iteration 6F: 3 clusters Score -1.724588e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -17248464.000000 Penalty: 5846.641113
	Iteration 7F: 3 clusters Score -1.724846e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -17250140.000000 Penalty: 5846.641113
	Iteration 8Q: 3 clusters Score -1.725014e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -17250856.000000 Penalty: 5846.641113
	Iteration 9Q: 3 clusters Score -1.725086e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -17251470.000000 Penalty: 5846.641113
	Iteration 10Q: 3 clusters Score -1.725147e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -17251998.000000 Penalty: 5846.641113
	Iteration 11Q: 3 clusters Score -1.7252e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -17252590.000000 Penalty: 5846.641113
	Iteration 12Q: 3 clusters Score -1.725259e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -17253084.000000 Penalty: 5846.641113
	Iteration 13Q: 3 clusters Score -1.725308e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -17253708.000000 Penalty: 5846.641113
	Iteration 14Q: 3 clusters Score -1.725371e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -17254588.000000 Penalty: 5846.641113
	Iteration 15Q: 3 clusters Score -1.725459e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -17255810.000000 Penalty: 5846.641113
	Iteration 16Q: 3 clusters Score -1.725581e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 110145 members 
Entering Unmasked Estep 
Score: -17257602.000000 Penalty: 5846.641113
	Iteration 17Q: 3 clusters Score -1.72576e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -17259884.000000 Penalty: 5846.641113
	Iteration 18Q: 3 clusters Score -1.725988e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -17263136.000000 Penalty: 5846.641113
	Iteration 19Q: 3 clusters Score -1.726314e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -17266606.000000 Penalty: 5846.641113
	Iteration 20F: 3 clusters Score -1.726661e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -17269416.000000 Penalty: 5846.641113
	Iteration 21Q: 3 clusters Score -1.726942e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -17271236.000000 Penalty: 5846.641113
	Iteration 22Q: 3 clusters Score -1.727124e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -17272266.000000 Penalty: 5846.641113
	Iteration 23Q: 3 clusters Score -1.727227e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -17272704.000000 Penalty: 5846.641113
	Iteration 24Q: 3 clusters Score -1.72727e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 130831 members 
Entering Unmasked Estep 
Score: -17272948.000000 Penalty: 5846.641113
	Iteration 25Q: 3 clusters Score -1.727295e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -17273062.000000 Penalty: 5846.641113
	Iteration 26Q: 3 clusters Score -1.727306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 131024 members 
Entering Unmasked Estep 
Score: -17273112.000000 Penalty: 5846.641113
	Iteration 27Q: 3 clusters Score -1.727311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -17273162.000000 Penalty: 5846.641113
	Iteration 28Q: 3 clusters Score -1.727316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -17273178.000000 Penalty: 5846.641113
	Iteration 29Q: 3 clusters Score -1.727318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 131088 members 
Entering Unmasked Estep 
Score: -17273212.000000 Penalty: 5846.641113
	Iteration 30Q: 3 clusters Score -1.727321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -17273222.000000 Penalty: 5846.641113
	Iteration 31Q: 3 clusters Score -1.727322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -17273234.000000 Penalty: 5846.641113
	Iteration 32Q: 3 clusters Score -1.727323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -17273238.000000 Penalty: 5846.641113
	Iteration 33Q: 3 clusters Score -1.727324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 5846.641113
	Iteration 34Q: 3 clusters Score -1.727327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -17273262.000000 Penalty: 5846.641113
	Iteration 35Q: 3 clusters Score -1.727326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 131136 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 5846.641113
	Iteration 36Q: 3 clusters Score -1.727327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 131141 members 
Entering Unmasked Estep 
Score: -17273272.000000 Penalty: 5846.641113
	Iteration 37Q: 3 clusters Score -1.727327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 131146 members 
Entering Unmasked Estep 
Score: -17273282.000000 Penalty: 5846.641113
	Iteration 38Q: 3 clusters Score -1.727328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 131153 members 
Entering Unmasked Estep 
Score: -17273280.000000 Penalty: 5846.641113
	Iteration 39Q: 3 clusters Score -1.727328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -17273298.000000 Penalty: 5846.641113
	Iteration 40F: 3 clusters Score -1.72733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -17273292.000000 Penalty: 5846.641113
	Iteration 41Q: 3 clusters Score -1.727329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -17273296.000000 Penalty: 5846.641113
	Iteration 42Q: 3 clusters Score -1.72733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 131165 members 
Entering Unmasked Estep 
Score: -17273294.000000 Penalty: 5846.641113
	Iteration 43Q: 3 clusters Score -1.727329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -17273294.000000 Penalty: 5846.641113
	Iteration 44Q: 3 clusters Score -1.727329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -17273300.000000 Penalty: 5846.641113
	Iteration 45Q: 3 clusters Score -1.72733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 131171 members 
Entering Unmasked Estep 
Score: -17273296.000000 Penalty: 5846.641113
	Iteration 46Q: 3 clusters Score -1.72733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -17273290.000000 Penalty: 5846.641113
	Iteration 47Q: 3 clusters Score -1.727329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -17273290.000000 Penalty: 5846.641113
	Iteration 48Q: 3 clusters Score -1.727329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -17273306.000000 Penalty: 5846.641113
	Iteration 49Q: 3 clusters Score -1.727331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -17273304.000000 Penalty: 5846.641113
	Iteration 50Q: 3 clusters Score -1.72733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -17273304.000000 Penalty: 5846.641113
	Iteration 51F: 3 clusters Score -1.72733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Entering Unmasked Estep 
Score: -16190329.000000 Penalty: 2902.848145
	Iteration 0F: 2 clusters Score -1.619033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -16109662.000000 Penalty: 5805.696289
	Iteration 0F: 3 clusters Score -1.610966e+07 nChanged 57667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -16142621.000000 Penalty: 5805.696289
	Iteration 1F: 3 clusters Score -1.614262e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -16143730.000000 Penalty: 5805.696289
	Iteration 2Q: 3 clusters Score -1.614373e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -16145141.000000 Penalty: 5805.696289
	Iteration 3Q: 3 clusters Score -1.614514e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -16147319.000000 Penalty: 5805.696289
	Iteration 4Q: 3 clusters Score -1.614732e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -16151065.000000 Penalty: 5805.696289
	Iteration 5F: 3 clusters Score -1.615106e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -16157729.000000 Penalty: 5805.696289
	Iteration 6F: 3 clusters Score -1.615773e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -16167034.000000 Penalty: 5805.696289
	Iteration 7F: 3 clusters Score -1.616703e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -16176848.000000 Penalty: 5805.696289
	Iteration 8F: 3 clusters Score -1.617685e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -16183636.000000 Penalty: 5805.696289
	Iteration 9F: 3 clusters Score -1.618364e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -16186380.000000 Penalty: 5805.696289
	Iteration 10Q: 3 clusters Score -1.618638e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120693 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16187253.000000 Penalty: 5805.696289
	Iteration 11Q: 3 clusters Score -1.618725e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16187511.000000 Penalty: 5805.696289
	Iteration 12Q: 3 clusters Score -1.618751e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120940 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16187604.000000 Penalty: 5805.696289
	Iteration 13Q: 3 clusters Score -1.61876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16187647.000000 Penalty: 5805.696289
	Iteration 14Q: 3 clusters Score -1.618765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16187673.000000 Penalty: 5805.696289
	Iteration 15Q: 3 clusters Score -1.618767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16187705.000000 Penalty: 5805.696289
	Iteration 16Q: 3 clusters Score -1.61877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16187730.000000 Penalty: 5805.696289
	Iteration 17Q: 3 clusters Score -1.618773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16187733.000000 Penalty: 5805.696289
	Iteration 18Q: 3 clusters Score -1.618773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16187733.000000 Penalty: 5805.696289
	Iteration 19Q: 3 clusters Score -1.618773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120984 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16187732.000000 Penalty: 5805.696289
	Iteration 20F: 3 clusters Score -1.618773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1656685.250000 Penalty: 2332.420166
	Iteration 0F: 2 clusters Score -1656685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1647570.625000 Penalty: 4664.840332
	Iteration 0F: 3 clusters Score -1647571 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1650299.625000 Penalty: 4664.840332
	Iteration 1F: 3 clusters Score -1650300 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1650665.750000 Penalty: 4664.840332
	Iteration 2F: 3 clusters Score -1650666 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1650933.375000 Penalty: 4664.840332
	Iteration 3F: 3 clusters Score -1650933 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1651138.625000 Penalty: 4664.840332
	Iteration 4Q: 3 clusters Score -1651139 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1651326.250000 Penalty: 4664.840332
	Iteration 5Q: 3 clusters Score -1651326 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1651479.625000 Penalty: 4664.840332
	Iteration 6Q: 3 clusters Score -1651480 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1651631.000000 Penalty: 4664.840332
	Iteration 7Q: 3 clusters Score -1651631 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1651804.875000 Penalty: 4664.840332
	Iteration 8Q: 3 clusters Score -1651805 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1651987.250000 Penalty: 4664.840332
	Iteration 9Q: 3 clusters Score -1651987 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1652213.875000 Penalty: 4664.840332
	Iteration 10Q: 3 clusters Score -1652214 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1652479.125000 Penalty: 4664.840332
	Iteration 11Q: 3 clusters Score -1652479 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1652803.250000 Penalty: 4664.840332
	Iteration 12Q: 3 clusters Score -1652803 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1653162.250000 Penalty: 4664.840332
	Iteration 13Q: 3 clusters Score -1653162 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1653514.750000 Penalty: 4664.840332
	Iteration 14Q: 3 clusters Score -1653515 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1653820.375000 Penalty: 4664.840332
	Iteration 15Q: 3 clusters Score -1653820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1654065.500000 Penalty: 4664.840332
	Iteration 16Q: 3 clusters Score -1654066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1654255.875000 Penalty: 4664.840332
	Iteration 17Q: 3 clusters Score -1654256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1654384.750000 Penalty: 4664.840332
	Iteration 18Q: 3 clusters Score -1654385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1654445.875000 Penalty: 4664.840332
	Iteration 19Q: 3 clusters Score -1654446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1654486.375000 Penalty: 4664.840332
	Iteration 20F: 3 clusters Score -1654486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1654514.750000 Penalty: 4664.840332
	Iteration 21Q: 3 clusters Score -1654515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1654532.125000 Penalty: 4664.840332
	Iteration 22Q: 3 clusters Score -1654532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1654551.250000 Penalty: 4664.840332
	Iteration 23Q: 3 clusters Score -1654551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1654568.750000 Penalty: 4664.840332
	Iteration 24Q: 3 clusters Score -1654569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1654591.875000 Penalty: 4664.840332
	Iteration 25Q: 3 clusters Score -1654592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1654608.500000 Penalty: 4664.840332
	Iteration 26Q: 3 clusters Score -1654608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1654620.375000 Penalty: 4664.840332
	Iteration 27Q: 3 clusters Score -1654620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1654620.000000 Penalty: 4664.840332
	Iteration 28Q: 3 clusters Score -1654620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1654622.500000 Penalty: 4664.840332
	Iteration 29Q: 3 clusters Score -1654622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1654623.500000 Penalty: 4664.840332
	Iteration 30Q: 3 clusters Score -1654624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1654624.000000 Penalty: 4664.840332
	Iteration 31Q: 3 clusters Score -1654624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1654625.125000 Penalty: 4664.840332
	Iteration 32Q: 3 clusters Score -1654625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1654625.125000 Penalty: 4664.840332
	Iteration 33F: 3 clusters Score -1654625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (232911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232911 members 
Entering Unmasked Estep 
Score: -31161318.000000 Penalty: 3064.886230
	Iteration 0F: 2 clusters Score -3.116132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -31023116.000000 Penalty: 6129.772461
	Iteration 0F: 3 clusters Score -3.102312e+07 nChanged 112433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -31089194.000000 Penalty: 6129.772461
	Iteration 1F: 3 clusters Score -3.108919e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120119 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -31090538.000000 Penalty: 6129.772461
	Iteration 2Q: 3 clusters Score -3.109054e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -31092414.000000 Penalty: 6129.772461
	Iteration 3Q: 3 clusters Score -3.109241e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -31094768.000000 Penalty: 6129.772461
	Iteration 4Q: 3 clusters Score -3.109477e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -31097450.000000 Penalty: 6129.772461
	Iteration 5Q: 3 clusters Score -3.109745e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -31101000.000000 Penalty: 6129.772461
	Iteration 6Q: 3 clusters Score -3.1101e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -31106918.000000 Penalty: 6129.772461
	Iteration 7F: 3 clusters Score -3.110692e+07 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -31115122.000000 Penalty: 6129.772461
	Iteration 8F: 3 clusters Score -3.111512e+07 nChanged 17084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -31126308.000000 Penalty: 6129.772461
	Iteration 9F: 3 clusters Score -3.112631e+07 nChanged 17507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199714 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -31137384.000000 Penalty: 6129.772461
	Iteration 10F: 3 clusters Score -3.113738e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -31146838.000000 Penalty: 6129.772461
	Iteration 11F: 3 clusters Score -3.114684e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224805 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -31153098.000000 Penalty: 6129.772461
	Iteration 12Q: 3 clusters Score -3.11531e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229745 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -31156200.000000 Penalty: 6129.772461
	Iteration 13Q: 3 clusters Score -3.11562e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231627 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -31157670.000000 Penalty: 6129.772461
	Iteration 14Q: 3 clusters Score -3.115767e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232256 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -31158238.000000 Penalty: 6129.772461
	Iteration 15Q: 3 clusters Score -3.115824e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31158438.000000 Penalty: 6129.772461
	Iteration 16Q: 3 clusters Score -3.115844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232518 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -31158526.000000 Penalty: 6129.772461
	Iteration 17Q: 3 clusters Score -3.115853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232555 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31158590.000000 Penalty: 6129.772461
	Iteration 18Q: 3 clusters Score -3.115859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232568 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31158656.000000 Penalty: 6129.772461
	Iteration 19Q: 3 clusters Score -3.115866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232576 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31158662.000000 Penalty: 6129.772461
	Iteration 20F: 3 clusters Score -3.115866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232582 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31158688.000000 Penalty: 6129.772461
	Iteration 21Q: 3 clusters Score -3.115869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232586 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31158710.000000 Penalty: 6129.772461
	Iteration 22Q: 3 clusters Score -3.115871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232587 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31158736.000000 Penalty: 6129.772461
	Iteration 23Q: 3 clusters Score -3.115874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232589 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31158728.000000 Penalty: 6129.772461
	Iteration 24Q: 3 clusters Score -3.115873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232589 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31158728.000000 Penalty: 6129.772461
	Iteration 25F: 3 clusters Score -3.115873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Entering Unmasked Estep 
Score: -20604618.000000 Penalty: 2964.905029
	Iteration 0F: 2 clusters Score -2.060462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -20504136.000000 Penalty: 5929.810059
	Iteration 0F: 3 clusters Score -2.050414e+07 nChanged 74669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -20547906.000000 Penalty: 5929.810059
	Iteration 1F: 3 clusters Score -2.054791e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -20550026.000000 Penalty: 5929.810059
	Iteration 2Q: 3 clusters Score -2.055003e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -20553354.000000 Penalty: 5929.810059
	Iteration 3Q: 3 clusters Score -2.055335e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -20559228.000000 Penalty: 5929.810059
	Iteration 4F: 3 clusters Score -2.055923e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -20567888.000000 Penalty: 5929.810059
	Iteration 5F: 3 clusters Score -2.056789e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -20578684.000000 Penalty: 5929.810059
	Iteration 6F: 3 clusters Score -2.057868e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -20588442.000000 Penalty: 5929.810059
	Iteration 7F: 3 clusters Score -2.058844e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -20595648.000000 Penalty: 5929.810059
	Iteration 8F: 3 clusters Score -2.059565e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -20599436.000000 Penalty: 5929.810059
	Iteration 9Q: 3 clusters Score -2.059944e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20600892.000000 Penalty: 5929.810059
	Iteration 10Q: 3 clusters Score -2.060089e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20601508.000000 Penalty: 5929.810059
	Iteration 11Q: 3 clusters Score -2.060151e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20601732.000000 Penalty: 5929.810059
	Iteration 12Q: 3 clusters Score -2.060173e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20601820.000000 Penalty: 5929.810059
	Iteration 13Q: 3 clusters Score -2.060182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155301 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20601880.000000 Penalty: 5929.810059
	Iteration 14Q: 3 clusters Score -2.060188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20601912.000000 Penalty: 5929.810059
	Iteration 15Q: 3 clusters Score -2.060191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20601938.000000 Penalty: 5929.810059
	Iteration 16Q: 3 clusters Score -2.060194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20601962.000000 Penalty: 5929.810059
	Iteration 17Q: 3 clusters Score -2.060196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20601962.000000 Penalty: 5929.810059
	Iteration 18Q: 3 clusters Score -2.060196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155355 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20601986.000000 Penalty: 5929.810059
	Iteration 19Q: 3 clusters Score -2.060199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20601986.000000 Penalty: 5929.810059
	Iteration 20F: 3 clusters Score -2.060199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Entering Unmasked Estep 
Score: -3921797.250000 Penalty: 2554.544922
	Iteration 0F: 2 clusters Score -3921797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3901502.000000 Penalty: 5109.089844
	Iteration 0F: 3 clusters Score -3901502 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3908733.500000 Penalty: 5109.089844
	Iteration 1F: 3 clusters Score -3908734 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3909299.750000 Penalty: 5109.089844
	Iteration 2Q: 3 clusters Score -3909300 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3909888.000000 Penalty: 5109.089844
	Iteration 3Q: 3 clusters Score -3909888 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3910475.750000 Penalty: 5109.089844
	Iteration 4Q: 3 clusters Score -3910476 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3911186.000000 Penalty: 5109.089844
	Iteration 5F: 3 clusters Score -3911186 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3912031.000000 Penalty: 5109.089844
	Iteration 6F: 3 clusters Score -3912031 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3912953.250000 Penalty: 5109.089844
	Iteration 7F: 3 clusters Score -3912953 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3913916.250000 Penalty: 5109.089844
	Iteration 8F: 3 clusters Score -3913916 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3914881.750000 Penalty: 5109.089844
	Iteration 9F: 3 clusters Score -3914882 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3915694.750000 Penalty: 5109.089844
	Iteration 10Q: 3 clusters Score -3915695 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3916347.750000 Penalty: 5109.089844
	Iteration 11Q: 3 clusters Score -3916348 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3916928.500000 Penalty: 5109.089844
	Iteration 12Q: 3 clusters Score -3916928 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3917518.500000 Penalty: 5109.089844
	Iteration 13Q: 3 clusters Score -3917518 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3918199.500000 Penalty: 5109.089844
	Iteration 14Q: 3 clusters Score -3918200 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3918737.250000 Penalty: 5109.089844
	Iteration 15Q: 3 clusters Score -3918737 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3919078.500000 Penalty: 5109.089844
	Iteration 16Q: 3 clusters Score -3919078 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3919263.750000 Penalty: 5109.089844
	Iteration 17Q: 3 clusters Score -3919264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3919400.250000 Penalty: 5109.089844
	Iteration 18Q: 3 clusters Score -3919400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3919461.500000 Penalty: 5109.089844
	Iteration 19Q: 3 clusters Score -3919462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3919507.250000 Penalty: 5109.089844
	Iteration 20F: 3 clusters Score -3919507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3919543.750000 Penalty: 5109.089844
	Iteration 21Q: 3 clusters Score -3919544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3919558.750000 Penalty: 5109.089844
	Iteration 22Q: 3 clusters Score -3919559 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3919591.750000 Penalty: 5109.089844
	Iteration 23Q: 3 clusters Score -3919592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3919616.500000 Penalty: 5109.089844
	Iteration 24Q: 3 clusters Score -3919616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3919620.500000 Penalty: 5109.089844
	Iteration 25Q: 3 clusters Score -3919620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3919633.500000 Penalty: 5109.089844
	Iteration 26Q: 3 clusters Score -3919634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3919636.500000 Penalty: 5109.089844
	Iteration 27Q: 3 clusters Score -3919636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3919637.750000 Penalty: 5109.089844
	Iteration 28Q: 3 clusters Score -3919638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3919649.000000 Penalty: 5109.089844
	Iteration 29Q: 3 clusters Score -3919649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3919657.500000 Penalty: 5109.089844
	Iteration 30Q: 3 clusters Score -3919658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3919664.250000 Penalty: 5109.089844
	Iteration 31Q: 3 clusters Score -3919664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3919674.000000 Penalty: 5109.089844
	Iteration 32Q: 3 clusters Score -3919674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3919670.750000 Penalty: 5109.089844
	Iteration 33Q: 3 clusters Score -3919671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3919680.500000 Penalty: 5109.089844
	Iteration 34Q: 3 clusters Score -3919680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3919687.000000 Penalty: 5109.089844
	Iteration 35Q: 3 clusters Score -3919687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3919683.000000 Penalty: 5109.089844
	Iteration 36Q: 3 clusters Score -3919683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3919691.500000 Penalty: 5109.089844
	Iteration 37Q: 3 clusters Score -3919692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3919686.000000 Penalty: 5109.089844
	Iteration 38Q: 3 clusters Score -3919686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3919690.250000 Penalty: 5109.089844
	Iteration 39Q: 3 clusters Score -3919690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3919693.500000 Penalty: 5109.089844
	Iteration 40F: 3 clusters Score -3919694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3919692.500000 Penalty: 5109.089844
	Iteration 41Q: 3 clusters Score -3919692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3919697.500000 Penalty: 5109.089844
	Iteration 42Q: 3 clusters Score -3919698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3919700.000000 Penalty: 5109.089844
	Iteration 43Q: 3 clusters Score -3919700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3919705.000000 Penalty: 5109.089844
	Iteration 44Q: 3 clusters Score -3919705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3919710.250000 Penalty: 5109.089844
	Iteration 45Q: 3 clusters Score -3919710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3919712.750000 Penalty: 5109.089844
	Iteration 46Q: 3 clusters Score -3919713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3919712.500000 Penalty: 5109.089844
	Iteration 47Q: 3 clusters Score -3919712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3919717.500000 Penalty: 5109.089844
	Iteration 48Q: 3 clusters Score -3919718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3919711.750000 Penalty: 5109.089844
	Iteration 49Q: 3 clusters Score -3919712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3919714.250000 Penalty: 5109.089844
	Iteration 50Q: 3 clusters Score -3919714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3919716.000000 Penalty: 5109.089844
	Iteration 51Q: 3 clusters Score -3919716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3919719.250000 Penalty: 5109.089844
	Iteration 52Q: 3 clusters Score -3919719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3919721.250000 Penalty: 5109.089844
	Iteration 53Q: 3 clusters Score -3919721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3919720.750000 Penalty: 5109.089844
	Iteration 54Q: 3 clusters Score -3919721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3919724.500000 Penalty: 5109.089844
	Iteration 55Q: 3 clusters Score -3919724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3919722.250000 Penalty: 5109.089844
	Iteration 56Q: 3 clusters Score -3919722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3919722.250000 Penalty: 5109.089844
	Iteration 57Q: 3 clusters Score -3919722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3919722.250000 Penalty: 5109.089844
	Iteration 58Q: 3 clusters Score -3919722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3919722.000000 Penalty: 5109.089844
	Iteration 59Q: 3 clusters Score -3919722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3919725.000000 Penalty: 5109.089844
	Iteration 60F: 3 clusters Score -3919725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -954533.812500 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -954533.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -948197.125000 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -948197.1 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -950181.875000 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -950181.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -950632.937500 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -950632.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -951046.062500 Penalty: 4457.711426
	Iteration 3F: 3 clusters Score -951046.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -951398.125000 Penalty: 4457.711426
	Iteration 4F: 3 clusters Score -951398.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -951705.062500 Penalty: 4457.711426
	Iteration 5F: 3 clusters Score -951705.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -951964.187500 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -951964.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -952170.062500 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -952170.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -952316.000000 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -952316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -952430.437500 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -952430.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -952530.250000 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -952530.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -952609.625000 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -952609.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -952670.312500 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -952670.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -952720.375000 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -952720.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -952754.687500 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -952754.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -952785.375000 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -952785.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -952809.875000 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -952809.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -952830.000000 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -952830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -952851.000000 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -952851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -952861.437500 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -952861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -952878.937500 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -952878.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -952896.000000 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -952896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -952907.625000 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -952907.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -952921.000000 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -952921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -952932.187500 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -952932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -952935.375000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -952935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -952940.625000 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -952940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -952942.125000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -952942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -952944.625000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -952944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -952946.375000 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -952946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -952947.375000 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -952947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -952947.687500 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -952947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -952948.375000 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -952948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -952950.062500 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -952950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -952950.062500 Penalty: 4457.711426
	Iteration 34F: 3 clusters Score -952950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -952567.312500 Penalty: 2217.438477
	Iteration 0F: 2 clusters Score -952567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -946388.750000 Penalty: 4434.876953
	Iteration 0F: 3 clusters Score -946388.8 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -948174.875000 Penalty: 4434.876953
	Iteration 1F: 3 clusters Score -948174.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -948691.000000 Penalty: 4434.876953
	Iteration 2F: 3 clusters Score -948691 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -949260.812500 Penalty: 4434.876953
	Iteration 3F: 3 clusters Score -949260.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -949863.375000 Penalty: 4434.876953
	Iteration 4F: 3 clusters Score -949863.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -950438.125000 Penalty: 4434.876953
	Iteration 5F: 3 clusters Score -950438.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -950894.187500 Penalty: 4434.876953
	Iteration 6F: 3 clusters Score -950894.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -951206.562500 Penalty: 4434.876953
	Iteration 7Q: 3 clusters Score -951206.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -951412.750000 Penalty: 4434.876953
	Iteration 8Q: 3 clusters Score -951412.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -951549.687500 Penalty: 4434.876953
	Iteration 9Q: 3 clusters Score -951549.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -951644.687500 Penalty: 4434.876953
	Iteration 10Q: 3 clusters Score -951644.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -951704.250000 Penalty: 4434.876953
	Iteration 11Q: 3 clusters Score -951704.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -951741.312500 Penalty: 4434.876953
	Iteration 12Q: 3 clusters Score -951741.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -951768.625000 Penalty: 4434.876953
	Iteration 13Q: 3 clusters Score -951768.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -951786.187500 Penalty: 4434.876953
	Iteration 14Q: 3 clusters Score -951786.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -951793.062500 Penalty: 4434.876953
	Iteration 15Q: 3 clusters Score -951793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -951797.750000 Penalty: 4434.876953
	Iteration 16Q: 3 clusters Score -951797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -951800.562500 Penalty: 4434.876953
	Iteration 17Q: 3 clusters Score -951800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -951805.500000 Penalty: 4434.876953
	Iteration 18Q: 3 clusters Score -951805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -951806.937500 Penalty: 4434.876953
	Iteration 19Q: 3 clusters Score -951806.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -951815.250000 Penalty: 4434.876953
	Iteration 20F: 3 clusters Score -951815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -951815.187500 Penalty: 4434.876953
	Iteration 21Q: 3 clusters Score -951815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -951815.875000 Penalty: 4434.876953
	Iteration 22Q: 3 clusters Score -951815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -951815.875000 Penalty: 4434.876953
	Iteration 23F: 3 clusters Score -951815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Entering Unmasked Estep 
Score: -1965512.250000 Penalty: 2385.907227
	Iteration 0F: 2 clusters Score -1965512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1954632.375000 Penalty: 4771.814453
	Iteration 0F: 3 clusters Score -1954632 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1958393.750000 Penalty: 4771.814453
	Iteration 1F: 3 clusters Score -1958394 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1959275.750000 Penalty: 4771.814453
	Iteration 2F: 3 clusters Score -1959276 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1960127.500000 Penalty: 4771.814453
	Iteration 3F: 3 clusters Score -1960128 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1960866.500000 Penalty: 4771.814453
	Iteration 4F: 3 clusters Score -1960866 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1961434.750000 Penalty: 4771.814453
	Iteration 5F: 3 clusters Score -1961435 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1961893.625000 Penalty: 4771.814453
	Iteration 6F: 3 clusters Score -1961894 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1962255.125000 Penalty: 4771.814453
	Iteration 7Q: 3 clusters Score -1962255 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1962531.625000 Penalty: 4771.814453
	Iteration 8Q: 3 clusters Score -1962532 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1962747.125000 Penalty: 4771.814453
	Iteration 9Q: 3 clusters Score -1962747 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1962905.250000 Penalty: 4771.814453
	Iteration 10Q: 3 clusters Score -1962905 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1963033.875000 Penalty: 4771.814453
	Iteration 11Q: 3 clusters Score -1963034 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1963149.000000 Penalty: 4771.814453
	Iteration 12Q: 3 clusters Score -1963149 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1963261.625000 Penalty: 4771.814453
	Iteration 13Q: 3 clusters Score -1963262 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1963387.000000 Penalty: 4771.814453
	Iteration 14Q: 3 clusters Score -1963387 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1963498.000000 Penalty: 4771.814453
	Iteration 15Q: 3 clusters Score -1963498 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1963568.625000 Penalty: 4771.814453
	Iteration 16Q: 3 clusters Score -1963569 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1963658.750000 Penalty: 4771.814453
	Iteration 17Q: 3 clusters Score -1963659 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1963734.000000 Penalty: 4771.814453
	Iteration 18Q: 3 clusters Score -1963734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1963802.375000 Penalty: 4771.814453
	Iteration 19Q: 3 clusters Score -1963802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1963876.000000 Penalty: 4771.814453
	Iteration 20F: 3 clusters Score -1963876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1963940.000000 Penalty: 4771.814453
	Iteration 21Q: 3 clusters Score -1963940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1963988.125000 Penalty: 4771.814453
	Iteration 22Q: 3 clusters Score -1963988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1964030.000000 Penalty: 4771.814453
	Iteration 23Q: 3 clusters Score -1964030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1964053.875000 Penalty: 4771.814453
	Iteration 24Q: 3 clusters Score -1964054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1964083.750000 Penalty: 4771.814453
	Iteration 25Q: 3 clusters Score -1964084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1964103.875000 Penalty: 4771.814453
	Iteration 26Q: 3 clusters Score -1964104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1964116.625000 Penalty: 4771.814453
	Iteration 27Q: 3 clusters Score -1964117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1964130.125000 Penalty: 4771.814453
	Iteration 28Q: 3 clusters Score -1964130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1964148.000000 Penalty: 4771.814453
	Iteration 29Q: 3 clusters Score -1964148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1964155.375000 Penalty: 4771.814453
	Iteration 30Q: 3 clusters Score -1964155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1964164.000000 Penalty: 4771.814453
	Iteration 31Q: 3 clusters Score -1964164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1964169.250000 Penalty: 4771.814453
	Iteration 32Q: 3 clusters Score -1964169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1964187.750000 Penalty: 4771.814453
	Iteration 33Q: 3 clusters Score -1964188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1964197.125000 Penalty: 4771.814453
	Iteration 34Q: 3 clusters Score -1964197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1964206.875000 Penalty: 4771.814453
	Iteration 35Q: 3 clusters Score -1964207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1964221.625000 Penalty: 4771.814453
	Iteration 36Q: 3 clusters Score -1964222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1964232.750000 Penalty: 4771.814453
	Iteration 37Q: 3 clusters Score -1964233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1964242.625000 Penalty: 4771.814453
	Iteration 38Q: 3 clusters Score -1964243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1964248.250000 Penalty: 4771.814453
	Iteration 39Q: 3 clusters Score -1964248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1964247.125000 Penalty: 4771.814453
	Iteration 40F: 3 clusters Score -1964247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1964252.875000 Penalty: 4771.814453
	Iteration 41Q: 3 clusters Score -1964253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1964257.375000 Penalty: 4771.814453
	Iteration 42Q: 3 clusters Score -1964257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1964260.250000 Penalty: 4771.814453
	Iteration 43Q: 3 clusters Score -1964260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1964258.750000 Penalty: 4771.814453
	Iteration 44Q: 3 clusters Score -1964259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1964257.125000 Penalty: 4771.814453
	Iteration 45Q: 3 clusters Score -1964257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1964258.500000 Penalty: 4771.814453
	Iteration 46Q: 3 clusters Score -1964258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1964258.375000 Penalty: 4771.814453
	Iteration 47Q: 3 clusters Score -1964258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1964258.875000 Penalty: 4771.814453
	Iteration 48Q: 3 clusters Score -1964259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1964256.375000 Penalty: 4771.814453
	Iteration 49Q: 3 clusters Score -1964256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1964261.375000 Penalty: 4771.814453
	Iteration 50Q: 3 clusters Score -1964261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1964261.375000 Penalty: 4771.814453
	Iteration 51Q: 3 clusters Score -1964261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1964266.000000 Penalty: 4771.814453
	Iteration 52Q: 3 clusters Score -1964266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1964264.000000 Penalty: 4771.814453
	Iteration 53Q: 3 clusters Score -1964264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1964268.500000 Penalty: 4771.814453
	Iteration 54Q: 3 clusters Score -1964268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1964268.500000 Penalty: 4771.814453
	Iteration 55F: 3 clusters Score -1964268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -158440.859375 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -158440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156372.609375 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -156372.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156772.250000 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -156772.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -156960.765625 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -156960.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157191.671875 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -157191.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157528.781250 Penalty: 3541.664551
	Iteration 4F: 3 clusters Score -157528.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157876.015625 Penalty: 3541.664551
	Iteration 5F: 3 clusters Score -157876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158308.234375 Penalty: 3541.664551
	Iteration 6F: 3 clusters Score -158308.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -158591.937500 Penalty: 3541.664551
	Iteration 7F: 3 clusters Score -158591.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -158757.796875 Penalty: 3541.664551
	Iteration 8F: 3 clusters Score -158757.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -158867.125000 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -158867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -158985.296875 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -158985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -159020.515625 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -159020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -159031.203125 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -159031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -159051.046875 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -159051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -159057.968750 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -159058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -159066.734375 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -159066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -159071.890625 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -159071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -159081.609375 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -159081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -159088.125000 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -159088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -159088.687500 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -159088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -159097.578125 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -159097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -159118.359375 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -159118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -159151.859375 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -159151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -159177.875000 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -159177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -159182.406250 Penalty: 3541.664551
	Iteration 24Q: 3 clusters Score -159182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -159189.296875 Penalty: 3541.664551
	Iteration 25Q: 3 clusters Score -159189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -159201.125000 Penalty: 3541.664551
	Iteration 26Q: 3 clusters Score -159201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -159210.453125 Penalty: 3541.664551
	Iteration 27Q: 3 clusters Score -159210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159214.140625 Penalty: 3541.664551
	Iteration 28Q: 3 clusters Score -159214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159214.140625 Penalty: 3541.664551
	Iteration 29F: 3 clusters Score -159214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226005 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121180 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 44005 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107531 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 235 members 
Entering Unmasked Estep 
Score: -181105088.000000 Penalty: 112337.296875
Splitting cluster 12 changes total score from -181106256.000000 to -181105088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Entering Unmasked Estep 
Score: -5956117.500000 Penalty: 2651.630615
	Iteration 0F: 2 clusters Score -5956118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5926319.500000 Penalty: 5303.261230
	Iteration 0F: 3 clusters Score -5926320 nChanged 20311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5937525.500000 Penalty: 5303.261230
	Iteration 1F: 3 clusters Score -5937526 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5938076.000000 Penalty: 5303.261230
	Iteration 2Q: 3 clusters Score -5938076 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5938632.000000 Penalty: 5303.261230
	Iteration 3Q: 3 clusters Score -5938632 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5939273.500000 Penalty: 5303.261230
	Iteration 4Q: 3 clusters Score -5939274 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5940093.000000 Penalty: 5303.261230
	Iteration 5Q: 3 clusters Score -5940093 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5941280.500000 Penalty: 5303.261230
	Iteration 6F: 3 clusters Score -5941280 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5942915.000000 Penalty: 5303.261230
	Iteration 7F: 3 clusters Score -5942915 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5945340.000000 Penalty: 5303.261230
	Iteration 8F: 3 clusters Score -5945340 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5948160.500000 Penalty: 5303.261230
	Iteration 9F: 3 clusters Score -5948160 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5950739.000000 Penalty: 5303.261230
	Iteration 10F: 3 clusters Score -5950739 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5952247.500000 Penalty: 5303.261230
	Iteration 11Q: 3 clusters Score -5952248 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5953059.000000 Penalty: 5303.261230
	Iteration 12Q: 3 clusters Score -5953059 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5953421.000000 Penalty: 5303.261230
	Iteration 13Q: 3 clusters Score -5953421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5953600.000000 Penalty: 5303.261230
	Iteration 14Q: 3 clusters Score -5953600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5953685.500000 Penalty: 5303.261230
	Iteration 15Q: 3 clusters Score -5953686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -5953705.000000 Penalty: 5303.261230
	Iteration 16Q: 3 clusters Score -5953705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5953736.000000 Penalty: 5303.261230
	Iteration 17Q: 3 clusters Score -5953736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5953751.500000 Penalty: 5303.261230
	Iteration 18Q: 3 clusters Score -5953752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5953780.500000 Penalty: 5303.261230
	Iteration 19Q: 3 clusters Score -5953780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5953791.500000 Penalty: 5303.261230
	Iteration 20F: 3 clusters Score -5953792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5953795.000000 Penalty: 5303.261230
	Iteration 21Q: 3 clusters Score -5953795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5953798.000000 Penalty: 5303.261230
	Iteration 22Q: 3 clusters Score -5953798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5953808.500000 Penalty: 5303.261230
	Iteration 23Q: 3 clusters Score -5953808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5953819.000000 Penalty: 5303.261230
	Iteration 24Q: 3 clusters Score -5953819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5953833.500000 Penalty: 5303.261230
	Iteration 25Q: 3 clusters Score -5953834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -5953837.000000 Penalty: 5303.261230
	Iteration 26Q: 3 clusters Score -5953837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5953840.500000 Penalty: 5303.261230
	Iteration 27Q: 3 clusters Score -5953840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5953846.000000 Penalty: 5303.261230
	Iteration 28Q: 3 clusters Score -5953846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5953848.000000 Penalty: 5303.261230
	Iteration 29Q: 3 clusters Score -5953848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5953848.000000 Penalty: 5303.261230
	Iteration 30F: 3 clusters Score -5953848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Entering Unmasked Estep 
Score: -1190152.000000 Penalty: 2257.317627
	Iteration 0F: 2 clusters Score -1190152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1183176.625000 Penalty: 4514.635254
	Iteration 0F: 3 clusters Score -1183177 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1185226.875000 Penalty: 4514.635254
	Iteration 1F: 3 clusters Score -1185227 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1185578.875000 Penalty: 4514.635254
	Iteration 2F: 3 clusters Score -1185579 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1185945.500000 Penalty: 4514.635254
	Iteration 3F: 3 clusters Score -1185946 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1186363.125000 Penalty: 4514.635254
	Iteration 4F: 3 clusters Score -1186363 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1186820.000000 Penalty: 4514.635254
	Iteration 5F: 3 clusters Score -1186820 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1187281.500000 Penalty: 4514.635254
	Iteration 6F: 3 clusters Score -1187282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1187603.875000 Penalty: 4514.635254
	Iteration 7F: 3 clusters Score -1187604 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1187793.250000 Penalty: 4514.635254
	Iteration 8Q: 3 clusters Score -1187793 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1187901.625000 Penalty: 4514.635254
	Iteration 9Q: 3 clusters Score -1187902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1187956.500000 Penalty: 4514.635254
	Iteration 10Q: 3 clusters Score -1187956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1187995.750000 Penalty: 4514.635254
	Iteration 11Q: 3 clusters Score -1187996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1188022.000000 Penalty: 4514.635254
	Iteration 12Q: 3 clusters Score -1188022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1188037.500000 Penalty: 4514.635254
	Iteration 13Q: 3 clusters Score -1188038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1188052.125000 Penalty: 4514.635254
	Iteration 14Q: 3 clusters Score -1188052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1188060.125000 Penalty: 4514.635254
	Iteration 15Q: 3 clusters Score -1188060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1188068.250000 Penalty: 4514.635254
	Iteration 16Q: 3 clusters Score -1188068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1188070.750000 Penalty: 4514.635254
	Iteration 17Q: 3 clusters Score -1188071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1188075.750000 Penalty: 4514.635254
	Iteration 18Q: 3 clusters Score -1188076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1188089.125000 Penalty: 4514.635254
	Iteration 19Q: 3 clusters Score -1188089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1188092.750000 Penalty: 4514.635254
	Iteration 20F: 3 clusters Score -1188093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1188093.250000 Penalty: 4514.635254
	Iteration 21Q: 3 clusters Score -1188093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1188095.375000 Penalty: 4514.635254
	Iteration 22Q: 3 clusters Score -1188095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1188100.500000 Penalty: 4514.635254
	Iteration 23Q: 3 clusters Score -1188100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1188101.750000 Penalty: 4514.635254
	Iteration 24Q: 3 clusters Score -1188102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1188102.625000 Penalty: 4514.635254
	Iteration 25Q: 3 clusters Score -1188103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1188103.000000 Penalty: 4514.635254
	Iteration 26Q: 3 clusters Score -1188103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1188102.750000 Penalty: 4514.635254
	Iteration 27Q: 3 clusters Score -1188103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1188102.750000 Penalty: 4514.635254
	Iteration 28F: 3 clusters Score -1188103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -561615.125000 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -561615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -557410.375000 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -557410.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -558849.062500 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -558849.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -559464.812500 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -559464.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -559839.062500 Penalty: 4186.930176
	Iteration 3F: 3 clusters Score -559839.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -560067.437500 Penalty: 4186.930176
	Iteration 4F: 3 clusters Score -560067.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -560249.500000 Penalty: 4186.930176
	Iteration 5Q: 3 clusters Score -560249.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -560431.375000 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -560431.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -560602.625000 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -560602.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -560745.250000 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -560745.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -560869.812500 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -560869.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -560953.500000 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -560953.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -561017.250000 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -561017.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -561064.562500 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -561064.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -561107.250000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -561107.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -561170.562500 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -561170.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -561221.187500 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -561221.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -561265.250000 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -561265.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -561308.187500 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -561308.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -561337.125000 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -561337.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -561356.312500 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -561356.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -561366.750000 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -561366.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -561376.125000 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -561376.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -561384.187500 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -561384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -561396.875000 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -561396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -561410.812500 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -561410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -561417.812500 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -561417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -561421.375000 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -561421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -561426.812500 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -561426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -561427.000000 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -561427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -561426.375000 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -561426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -561427.375000 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -561427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -561427.937500 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -561427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -561427.937500 Penalty: 4186.930176
	Iteration 32F: 3 clusters Score -561427.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Entering Unmasked Estep 
Score: -1802261.875000 Penalty: 2365.563965
	Iteration 0F: 2 clusters Score -1802262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1792162.500000 Penalty: 4731.127930
	Iteration 0F: 3 clusters Score -1792162 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1795438.500000 Penalty: 4731.127930
	Iteration 1F: 3 clusters Score -1795438 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1796045.750000 Penalty: 4731.127930
	Iteration 2F: 3 clusters Score -1796046 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1796667.500000 Penalty: 4731.127930
	Iteration 3F: 3 clusters Score -1796668 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1797303.375000 Penalty: 4731.127930
	Iteration 4F: 3 clusters Score -1797303 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1797951.750000 Penalty: 4731.127930
	Iteration 5F: 3 clusters Score -1797952 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1798525.500000 Penalty: 4731.127930
	Iteration 6F: 3 clusters Score -1798526 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1798990.000000 Penalty: 4731.127930
	Iteration 7F: 3 clusters Score -1798990 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1799334.250000 Penalty: 4731.127930
	Iteration 8Q: 3 clusters Score -1799334 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1799598.625000 Penalty: 4731.127930
	Iteration 9Q: 3 clusters Score -1799599 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1799835.875000 Penalty: 4731.127930
	Iteration 10Q: 3 clusters Score -1799836 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1800057.125000 Penalty: 4731.127930
	Iteration 11Q: 3 clusters Score -1800057 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1800308.375000 Penalty: 4731.127930
	Iteration 12Q: 3 clusters Score -1800308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1800657.500000 Penalty: 4731.127930
	Iteration 13Q: 3 clusters Score -1800658 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1801046.250000 Penalty: 4731.127930
	Iteration 14Q: 3 clusters Score -1801046 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1801371.875000 Penalty: 4731.127930
	Iteration 15Q: 3 clusters Score -1801372 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1801609.250000 Penalty: 4731.127930
	Iteration 16Q: 3 clusters Score -1801609 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1801756.250000 Penalty: 4731.127930
	Iteration 17Q: 3 clusters Score -1801756 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1801888.875000 Penalty: 4731.127930
	Iteration 18Q: 3 clusters Score -1801889 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1801972.250000 Penalty: 4731.127930
	Iteration 19Q: 3 clusters Score -1801972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1802092.875000 Penalty: 4731.127930
	Iteration 20F: 3 clusters Score -1802093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1802150.500000 Penalty: 4731.127930
	Iteration 21Q: 3 clusters Score -1802150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1802182.125000 Penalty: 4731.127930
	Iteration 22Q: 3 clusters Score -1802182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1802190.000000 Penalty: 4731.127930
	Iteration 23Q: 3 clusters Score -1802190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1802190.500000 Penalty: 4731.127930
	Iteration 24Q: 3 clusters Score -1802190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1802193.625000 Penalty: 4731.127930
	Iteration 25Q: 3 clusters Score -1802194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1802201.125000 Penalty: 4731.127930
	Iteration 26Q: 3 clusters Score -1802201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1802202.125000 Penalty: 4731.127930
	Iteration 27Q: 3 clusters Score -1802202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1802200.875000 Penalty: 4731.127930
	Iteration 28Q: 3 clusters Score -1802201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1802202.625000 Penalty: 4731.127930
	Iteration 29Q: 3 clusters Score -1802203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1802199.750000 Penalty: 4731.127930
	Iteration 30Q: 3 clusters Score -1802200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1802199.750000 Penalty: 4731.127930
	Iteration 31Q: 3 clusters Score -1802200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1802200.000000 Penalty: 4731.127930
	Iteration 32Q: 3 clusters Score -1802200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1802200.500000 Penalty: 4731.127930
	Iteration 33Q: 3 clusters Score -1802200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1802202.000000 Penalty: 4731.127930
	Iteration 34Q: 3 clusters Score -1802202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1802204.125000 Penalty: 4731.127930
	Iteration 35Q: 3 clusters Score -1802204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1802204.125000 Penalty: 4731.127930
	Iteration 36F: 3 clusters Score -1802204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -669699.375000 Penalty: 2117.466553
	Iteration 0F: 2 clusters Score -669699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -665147.437500 Penalty: 4234.933105
	Iteration 0F: 3 clusters Score -665147.4 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -666206.937500 Penalty: 4234.933105
	Iteration 1F: 3 clusters Score -666206.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -666381.875000 Penalty: 4234.933105
	Iteration 2F: 3 clusters Score -666381.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -666488.437500 Penalty: 4234.933105
	Iteration 3Q: 3 clusters Score -666488.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -666586.562500 Penalty: 4234.933105
	Iteration 4Q: 3 clusters Score -666586.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -666675.937500 Penalty: 4234.933105
	Iteration 5Q: 3 clusters Score -666675.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -666758.375000 Penalty: 4234.933105
	Iteration 6Q: 3 clusters Score -666758.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -666850.437500 Penalty: 4234.933105
	Iteration 7Q: 3 clusters Score -666850.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -666936.187500 Penalty: 4234.933105
	Iteration 8Q: 3 clusters Score -666936.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -667045.125000 Penalty: 4234.933105
	Iteration 9Q: 3 clusters Score -667045.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -667168.125000 Penalty: 4234.933105
	Iteration 10Q: 3 clusters Score -667168.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -667303.562500 Penalty: 4234.933105
	Iteration 11Q: 3 clusters Score -667303.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -667433.500000 Penalty: 4234.933105
	Iteration 12Q: 3 clusters Score -667433.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -667543.875000 Penalty: 4234.933105
	Iteration 13Q: 3 clusters Score -667543.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -667651.125000 Penalty: 4234.933105
	Iteration 14Q: 3 clusters Score -667651.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -667746.750000 Penalty: 4234.933105
	Iteration 15Q: 3 clusters Score -667746.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -667800.812500 Penalty: 4234.933105
	Iteration 16Q: 3 clusters Score -667800.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -667837.500000 Penalty: 4234.933105
	Iteration 17Q: 3 clusters Score -667837.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -667869.562500 Penalty: 4234.933105
	Iteration 18Q: 3 clusters Score -667869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -667892.312500 Penalty: 4234.933105
	Iteration 19Q: 3 clusters Score -667892.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -667917.375000 Penalty: 4234.933105
	Iteration 20F: 3 clusters Score -667917.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -667938.812500 Penalty: 4234.933105
	Iteration 21Q: 3 clusters Score -667938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -667953.437500 Penalty: 4234.933105
	Iteration 22Q: 3 clusters Score -667953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -667968.062500 Penalty: 4234.933105
	Iteration 23Q: 3 clusters Score -667968.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -667977.375000 Penalty: 4234.933105
	Iteration 24Q: 3 clusters Score -667977.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -667986.312500 Penalty: 4234.933105
	Iteration 25Q: 3 clusters Score -667986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -667995.687500 Penalty: 4234.933105
	Iteration 26Q: 3 clusters Score -667995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -668002.187500 Penalty: 4234.933105
	Iteration 27Q: 3 clusters Score -668002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -668008.312500 Penalty: 4234.933105
	Iteration 28Q: 3 clusters Score -668008.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -668011.937500 Penalty: 4234.933105
	Iteration 29Q: 3 clusters Score -668011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -668014.750000 Penalty: 4234.933105
	Iteration 30Q: 3 clusters Score -668014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -668017.312500 Penalty: 4234.933105
	Iteration 31Q: 3 clusters Score -668017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -668021.812500 Penalty: 4234.933105
	Iteration 32Q: 3 clusters Score -668021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -668024.687500 Penalty: 4234.933105
	Iteration 33Q: 3 clusters Score -668024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -668026.562500 Penalty: 4234.933105
	Iteration 34Q: 3 clusters Score -668026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -668029.437500 Penalty: 4234.933105
	Iteration 35Q: 3 clusters Score -668029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -668031.062500 Penalty: 4234.933105
	Iteration 36Q: 3 clusters Score -668031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -668034.312500 Penalty: 4234.933105
	Iteration 37Q: 3 clusters Score -668034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -668033.062500 Penalty: 4234.933105
	Iteration 38Q: 3 clusters Score -668033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -668034.312500 Penalty: 4234.933105
	Iteration 39Q: 3 clusters Score -668034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -668034.625000 Penalty: 4234.933105
	Iteration 40F: 3 clusters Score -668034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -668035.062500 Penalty: 4234.933105
	Iteration 41Q: 3 clusters Score -668035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -668035.875000 Penalty: 4234.933105
	Iteration 42Q: 3 clusters Score -668035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -668035.875000 Penalty: 4234.933105
	Iteration 43F: 3 clusters Score -668035.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Entering Unmasked Estep 
Score: -13440531.000000 Penalty: 2873.212402
	Iteration 0F: 2 clusters Score -1.344053e+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 53733 members 
Entering Unmasked Estep 
Score: -13368595.000000 Penalty: 5746.424805
	Iteration 0F: 3 clusters Score -1.33686e+07 nChanged 50897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -13398285.000000 Penalty: 5746.424805
	Iteration 1F: 3 clusters Score -1.339828e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -13399649.000000 Penalty: 5746.424805
	Iteration 2Q: 3 clusters Score -1.339965e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -13401131.000000 Penalty: 5746.424805
	Iteration 3Q: 3 clusters Score -1.340113e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -13402890.000000 Penalty: 5746.424805
	Iteration 4Q: 3 clusters Score -1.340289e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -13405095.000000 Penalty: 5746.424805
	Iteration 5Q: 3 clusters Score -1.34051e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -13407755.000000 Penalty: 5746.424805
	Iteration 6F: 3 clusters Score -1.340776e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -13410489.000000 Penalty: 5746.424805
	Iteration 7F: 3 clusters Score -1.341049e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -13413448.000000 Penalty: 5746.424805
	Iteration 8F: 3 clusters Score -1.341345e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -13416243.000000 Penalty: 5746.424805
	Iteration 9Q: 3 clusters Score -1.341624e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -13418932.000000 Penalty: 5746.424805
	Iteration 10Q: 3 clusters Score -1.341893e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -13421581.000000 Penalty: 5746.424805
	Iteration 11Q: 3 clusters Score -1.342158e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -13424114.000000 Penalty: 5746.424805
	Iteration 12Q: 3 clusters Score -1.342411e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -13426633.000000 Penalty: 5746.424805
	Iteration 13Q: 3 clusters Score -1.342663e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -13428888.000000 Penalty: 5746.424805
	Iteration 14Q: 3 clusters Score -1.342889e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -13430870.000000 Penalty: 5746.424805
	Iteration 15Q: 3 clusters Score -1.343087e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -13432366.000000 Penalty: 5746.424805
	Iteration 16Q: 3 clusters Score -1.343237e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -13433598.000000 Penalty: 5746.424805
	Iteration 17Q: 3 clusters Score -1.34336e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -13434362.000000 Penalty: 5746.424805
	Iteration 18Q: 3 clusters Score -1.343436e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -13435038.000000 Penalty: 5746.424805
	Iteration 19Q: 3 clusters Score -1.343504e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -13435670.000000 Penalty: 5746.424805
	Iteration 20F: 3 clusters Score -1.343567e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -13436231.000000 Penalty: 5746.424805
	Iteration 21Q: 3 clusters Score -1.343623e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -13436672.000000 Penalty: 5746.424805
	Iteration 22Q: 3 clusters Score -1.343667e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -13437082.000000 Penalty: 5746.424805
	Iteration 23Q: 3 clusters Score -1.343708e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13437460.000000 Penalty: 5746.424805
	Iteration 24Q: 3 clusters Score -1.343746e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -13437743.000000 Penalty: 5746.424805
	Iteration 25Q: 3 clusters Score -1.343774e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -13437894.000000 Penalty: 5746.424805
	Iteration 26Q: 3 clusters Score -1.343789e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13438020.000000 Penalty: 5746.424805
	Iteration 27Q: 3 clusters Score -1.343802e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13438096.000000 Penalty: 5746.424805
	Iteration 28Q: 3 clusters Score -1.34381e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -13438187.000000 Penalty: 5746.424805
	Iteration 29Q: 3 clusters Score -1.343819e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -13438268.000000 Penalty: 5746.424805
	Iteration 30Q: 3 clusters Score -1.343827e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13438350.000000 Penalty: 5746.424805
	Iteration 31Q: 3 clusters Score -1.343835e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13438398.000000 Penalty: 5746.424805
	Iteration 32Q: 3 clusters Score -1.34384e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13438439.000000 Penalty: 5746.424805
	Iteration 33Q: 3 clusters Score -1.343844e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13438435.000000 Penalty: 5746.424805
	Iteration 34Q: 3 clusters Score -1.343844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13438464.000000 Penalty: 5746.424805
	Iteration 35Q: 3 clusters Score -1.343846e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13438465.000000 Penalty: 5746.424805
	Iteration 36Q: 3 clusters Score -1.343846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13438481.000000 Penalty: 5746.424805
	Iteration 37Q: 3 clusters Score -1.343848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13438494.000000 Penalty: 5746.424805
	Iteration 38Q: 3 clusters Score -1.343849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13438499.000000 Penalty: 5746.424805
	Iteration 39Q: 3 clusters Score -1.34385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13438522.000000 Penalty: 5746.424805
	Iteration 40F: 3 clusters Score -1.343852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13438533.000000 Penalty: 5746.424805
	Iteration 41Q: 3 clusters Score -1.343853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13438547.000000 Penalty: 5746.424805
	Iteration 42Q: 3 clusters Score -1.343855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13438546.000000 Penalty: 5746.424805
	Iteration 43Q: 3 clusters Score -1.343855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13438553.000000 Penalty: 5746.424805
	Iteration 44Q: 3 clusters Score -1.343855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13438539.000000 Penalty: 5746.424805
	Iteration 45Q: 3 clusters Score -1.343854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13438540.000000 Penalty: 5746.424805
	Iteration 46Q: 3 clusters Score -1.343854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13438553.000000 Penalty: 5746.424805
	Iteration 47Q: 3 clusters Score -1.343855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13438556.000000 Penalty: 5746.424805
	Iteration 48Q: 3 clusters Score -1.343856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13438549.000000 Penalty: 5746.424805
	Iteration 49Q: 3 clusters Score -1.343855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13438549.000000 Penalty: 5746.424805
	Iteration 50Q: 3 clusters Score -1.343855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13438567.000000 Penalty: 5746.424805
	Iteration 51Q: 3 clusters Score -1.343857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13438579.000000 Penalty: 5746.424805
	Iteration 52Q: 3 clusters Score -1.343858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13438590.000000 Penalty: 5746.424805
	Iteration 53Q: 3 clusters Score -1.343859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13438581.000000 Penalty: 5746.424805
	Iteration 54Q: 3 clusters Score -1.343858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13438569.000000 Penalty: 5746.424805
	Iteration 55Q: 3 clusters Score -1.343857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13438569.000000 Penalty: 5746.424805
	Iteration 56F: 3 clusters Score -1.343857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -400176.843750 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -400176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -396858.031250 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -396858 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -397566.937500 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -397566.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -397742.687500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -397742.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -397842.593750 Penalty: 3998.966797
	Iteration 3Q: 3 clusters Score -397842.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -397910.281250 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -397910.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -397959.218750 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -397959.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -398005.093750 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -398005.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -398044.593750 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -398044.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -398071.562500 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -398071.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -398097.593750 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -398097.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -398112.718750 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -398112.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398121.875000 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -398121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -398136.718750 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -398136.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -398156.343750 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -398156.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -398180.343750 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -398180.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -398206.281250 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -398206.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -398232.156250 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -398232.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -398267.375000 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -398267.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -398297.781250 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -398297.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -398320.875000 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -398320.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -398345.250000 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -398345.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398373.125000 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -398373.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -398400.218750 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -398400.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -398433.531250 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -398433.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -398482.062500 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -398482.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -398549.375000 Penalty: 3998.966797
	Iteration 25Q: 3 clusters Score -398549.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -398620.156250 Penalty: 3998.966797
	Iteration 26Q: 3 clusters Score -398620.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -398721.906250 Penalty: 3998.966797
	Iteration 27Q: 3 clusters Score -398721.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -398807.062500 Penalty: 3998.966797
	Iteration 28Q: 3 clusters Score -398807.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -398872.375000 Penalty: 3998.966797
	Iteration 29Q: 3 clusters Score -398872.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -398933.750000 Penalty: 3998.966797
	Iteration 30Q: 3 clusters Score -398933.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -399014.718750 Penalty: 3998.966797
	Iteration 31Q: 3 clusters Score -399014.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -399105.718750 Penalty: 3998.966797
	Iteration 32Q: 3 clusters Score -399105.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -399193.093750 Penalty: 3998.966797
	Iteration 33Q: 3 clusters Score -399193.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -399243.937500 Penalty: 3998.966797
	Iteration 34Q: 3 clusters Score -399243.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -399299.031250 Penalty: 3998.966797
	Iteration 35Q: 3 clusters Score -399299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -399343.187500 Penalty: 3998.966797
	Iteration 36Q: 3 clusters Score -399343.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -399380.625000 Penalty: 3998.966797
	Iteration 37Q: 3 clusters Score -399380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -399411.750000 Penalty: 3998.966797
	Iteration 38Q: 3 clusters Score -399411.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -399437.218750 Penalty: 3998.966797
	Iteration 39Q: 3 clusters Score -399437.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -399470.593750 Penalty: 3998.966797
	Iteration 40F: 3 clusters Score -399470.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -399489.312500 Penalty: 3998.966797
	Iteration 41Q: 3 clusters Score -399489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -399493.687500 Penalty: 3998.966797
	Iteration 42Q: 3 clusters Score -399493.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -399504.156250 Penalty: 3998.966797
	Iteration 43Q: 3 clusters Score -399504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -399507.812500 Penalty: 3998.966797
	Iteration 44Q: 3 clusters Score -399507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -399511.281250 Penalty: 3998.966797
	Iteration 45Q: 3 clusters Score -399511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399512.656250 Penalty: 3998.966797
	Iteration 46Q: 3 clusters Score -399512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -399512.718750 Penalty: 3998.966797
	Iteration 47Q: 3 clusters Score -399512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -399514.375000 Penalty: 3998.966797
	Iteration 48Q: 3 clusters Score -399514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -399515.812500 Penalty: 3998.966797
	Iteration 49Q: 3 clusters Score -399515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -399515.937500 Penalty: 3998.966797
	Iteration 50Q: 3 clusters Score -399515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -399516.437500 Penalty: 3998.966797
	Iteration 51Q: 3 clusters Score -399516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -399517.218750 Penalty: 3998.966797
	Iteration 52Q: 3 clusters Score -399517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -399517.375000 Penalty: 3998.966797
	Iteration 53Q: 3 clusters Score -399517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -399518.125000 Penalty: 3998.966797
	Iteration 54Q: 3 clusters Score -399518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -399519.000000 Penalty: 3998.966797
	Iteration 55Q: 3 clusters Score -399519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -399519.750000 Penalty: 3998.966797
	Iteration 56Q: 3 clusters Score -399519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -399520.656250 Penalty: 3998.966797
	Iteration 57Q: 3 clusters Score -399520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -399520.843750 Penalty: 3998.966797
	Iteration 58Q: 3 clusters Score -399520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -399521.718750 Penalty: 3998.966797
	Iteration 59Q: 3 clusters Score -399521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -399521.718750 Penalty: 3998.966797
	Iteration 60F: 3 clusters Score -399521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1775251.000000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1775251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1765561.125000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1765561 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1768643.125000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1768643 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1769173.250000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1769173 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1769603.125000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1769603 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1769961.625000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1769962 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1770326.375000 Penalty: 4702.527344
	Iteration 5Q: 3 clusters Score -1770326 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1770650.250000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1770650 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1770997.750000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1770998 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1771368.500000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1771368 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1771706.750000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1771707 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1771947.125000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1771947 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1772130.375000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1772130 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1772266.000000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1772266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1772372.875000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1772373 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1772457.625000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1772458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1772529.000000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1772529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1772598.375000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1772598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1772678.000000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1772678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1772758.500000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1772758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1772862.750000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1772863 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1772950.250000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1772950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1773023.375000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1773023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1773094.875000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1773095 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1773166.000000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1773166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1773213.125000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1773213 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1773268.500000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1773268 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1773324.625000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1773325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1773361.750000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1773362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1773402.625000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1773403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1773459.250000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1773459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1773502.625000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1773503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1773526.500000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1773526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1773544.375000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1773544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1773559.250000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1773559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1773567.500000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1773568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1773576.750000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1773577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1773585.500000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1773586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1773592.625000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1773593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1773605.375000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1773605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1773610.500000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1773610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1773617.625000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1773618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1773614.250000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1773614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1773619.750000 Penalty: 4702.527344
	Iteration 42Q: 3 clusters Score -1773620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1773622.000000 Penalty: 4702.527344
	Iteration 43Q: 3 clusters Score -1773622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1773623.625000 Penalty: 4702.527344
	Iteration 44Q: 3 clusters Score -1773624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1773627.625000 Penalty: 4702.527344
	Iteration 45Q: 3 clusters Score -1773628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1773632.250000 Penalty: 4702.527344
	Iteration 46Q: 3 clusters Score -1773632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1773632.625000 Penalty: 4702.527344
	Iteration 47Q: 3 clusters Score -1773633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1773638.250000 Penalty: 4702.527344
	Iteration 48Q: 3 clusters Score -1773638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1773640.750000 Penalty: 4702.527344
	Iteration 49Q: 3 clusters Score -1773641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1773643.875000 Penalty: 4702.527344
	Iteration 50Q: 3 clusters Score -1773644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1773644.875000 Penalty: 4702.527344
	Iteration 51Q: 3 clusters Score -1773645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1773644.375000 Penalty: 4702.527344
	Iteration 52Q: 3 clusters Score -1773644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1773643.125000 Penalty: 4702.527344
	Iteration 53Q: 3 clusters Score -1773643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1773645.500000 Penalty: 4702.527344
	Iteration 54Q: 3 clusters Score -1773646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1773645.625000 Penalty: 4702.527344
	Iteration 55Q: 3 clusters Score -1773646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1773645.375000 Penalty: 4702.527344
	Iteration 56Q: 3 clusters Score -1773645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1773647.375000 Penalty: 4702.527344
	Iteration 57Q: 3 clusters Score -1773647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1773645.625000 Penalty: 4702.527344
	Iteration 58Q: 3 clusters Score -1773646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1773647.875000 Penalty: 4702.527344
	Iteration 59Q: 3 clusters Score -1773648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1773647.500000 Penalty: 4702.527344
	Iteration 60F: 3 clusters Score -1773648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1773651.625000 Penalty: 4702.527344
	Iteration 61Q: 3 clusters Score -1773652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1773651.625000 Penalty: 4702.527344
	Iteration 62F: 3 clusters Score -1773652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Entering Unmasked Estep 
Score: -15098400.000000 Penalty: 2888.894043
	Iteration 0F: 2 clusters Score -1.50984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -15022435.000000 Penalty: 5777.788086
	Iteration 0F: 3 clusters Score -1.502244e+07 nChanged 54327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -15053144.000000 Penalty: 5777.788086
	Iteration 1F: 3 clusters Score -1.505314e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -15054102.000000 Penalty: 5777.788086
	Iteration 2Q: 3 clusters Score -1.50541e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -15055420.000000 Penalty: 5777.788086
	Iteration 3Q: 3 clusters Score -1.505542e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -15057387.000000 Penalty: 5777.788086
	Iteration 4Q: 3 clusters Score -1.505739e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -15060315.000000 Penalty: 5777.788086
	Iteration 5F: 3 clusters Score -1.506032e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -15063689.000000 Penalty: 5777.788086
	Iteration 6F: 3 clusters Score -1.506369e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -15067358.000000 Penalty: 5777.788086
	Iteration 7F: 3 clusters Score -1.506736e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -15070219.000000 Penalty: 5777.788086
	Iteration 8F: 3 clusters Score -1.507022e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -15072412.000000 Penalty: 5777.788086
	Iteration 9Q: 3 clusters Score -1.507241e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -15073911.000000 Penalty: 5777.788086
	Iteration 10Q: 3 clusters Score -1.507391e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -15075088.000000 Penalty: 5777.788086
	Iteration 11Q: 3 clusters Score -1.507509e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -15076278.000000 Penalty: 5777.788086
	Iteration 12Q: 3 clusters Score -1.507628e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -15077263.000000 Penalty: 5777.788086
	Iteration 13Q: 3 clusters Score -1.507726e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -15078673.000000 Penalty: 5777.788086
	Iteration 14Q: 3 clusters Score -1.507867e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -15080375.000000 Penalty: 5777.788086
	Iteration 15Q: 3 clusters Score -1.508038e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -15082300.000000 Penalty: 5777.788086
	Iteration 16Q: 3 clusters Score -1.50823e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -15084616.000000 Penalty: 5777.788086
	Iteration 17Q: 3 clusters Score -1.508462e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -15086946.000000 Penalty: 5777.788086
	Iteration 18Q: 3 clusters Score -1.508695e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -15088908.000000 Penalty: 5777.788086
	Iteration 19Q: 3 clusters Score -1.508891e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -15090389.000000 Penalty: 5777.788086
	Iteration 20F: 3 clusters Score -1.509039e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -15091687.000000 Penalty: 5777.788086
	Iteration 21Q: 3 clusters Score -1.509169e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -15092652.000000 Penalty: 5777.788086
	Iteration 22Q: 3 clusters Score -1.509265e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -15093472.000000 Penalty: 5777.788086
	Iteration 23Q: 3 clusters Score -1.509347e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -15094153.000000 Penalty: 5777.788086
	Iteration 24Q: 3 clusters Score -1.509415e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -15094699.000000 Penalty: 5777.788086
	Iteration 25Q: 3 clusters Score -1.50947e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -15095102.000000 Penalty: 5777.788086
	Iteration 26Q: 3 clusters Score -1.50951e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -15095396.000000 Penalty: 5777.788086
	Iteration 27Q: 3 clusters Score -1.50954e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -15095705.000000 Penalty: 5777.788086
	Iteration 28Q: 3 clusters Score -1.50957e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -15095935.000000 Penalty: 5777.788086
	Iteration 29Q: 3 clusters Score -1.509594e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -15096152.000000 Penalty: 5777.788086
	Iteration 30Q: 3 clusters Score -1.509615e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -15096296.000000 Penalty: 5777.788086
	Iteration 31Q: 3 clusters Score -1.50963e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -15096411.000000 Penalty: 5777.788086
	Iteration 32Q: 3 clusters Score -1.509641e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -15096508.000000 Penalty: 5777.788086
	Iteration 33Q: 3 clusters Score -1.509651e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -15096542.000000 Penalty: 5777.788086
	Iteration 34Q: 3 clusters Score -1.509654e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -15096594.000000 Penalty: 5777.788086
	Iteration 35Q: 3 clusters Score -1.509659e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -15096634.000000 Penalty: 5777.788086
	Iteration 36Q: 3 clusters Score -1.509663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -15096653.000000 Penalty: 5777.788086
	Iteration 37Q: 3 clusters Score -1.509665e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -15096675.000000 Penalty: 5777.788086
	Iteration 38Q: 3 clusters Score -1.509668e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 110306 members 
Entering Unmasked Estep 
Score: -15096703.000000 Penalty: 5777.788086
	Iteration 39Q: 3 clusters Score -1.50967e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -15096720.000000 Penalty: 5777.788086
	Iteration 40F: 3 clusters Score -1.509672e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -15096748.000000 Penalty: 5777.788086
	Iteration 41Q: 3 clusters Score -1.509675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -15096742.000000 Penalty: 5777.788086
	Iteration 42Q: 3 clusters Score -1.509674e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -15096756.000000 Penalty: 5777.788086
	Iteration 43Q: 3 clusters Score -1.509676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -15096774.000000 Penalty: 5777.788086
	Iteration 44Q: 3 clusters Score -1.509677e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -15096784.000000 Penalty: 5777.788086
	Iteration 45Q: 3 clusters Score -1.509678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -15096781.000000 Penalty: 5777.788086
	Iteration 46Q: 3 clusters Score -1.509678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -15096794.000000 Penalty: 5777.788086
	Iteration 47Q: 3 clusters Score -1.509679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -15096800.000000 Penalty: 5777.788086
	Iteration 48Q: 3 clusters Score -1.50968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -15096793.000000 Penalty: 5777.788086
	Iteration 49Q: 3 clusters Score -1.509679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -15096812.000000 Penalty: 5777.788086
	Iteration 50Q: 3 clusters Score -1.509681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -15096805.000000 Penalty: 5777.788086
	Iteration 51Q: 3 clusters Score -1.50968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 110808 members 
Entering Unmasked Estep 
Score: -15096816.000000 Penalty: 5777.788086
	Iteration 52Q: 3 clusters Score -1.509682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -15096825.000000 Penalty: 5777.788086
	Iteration 53Q: 3 clusters Score -1.509682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -15096838.000000 Penalty: 5777.788086
	Iteration 54Q: 3 clusters Score -1.509684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -15096836.000000 Penalty: 5777.788086
	Iteration 55Q: 3 clusters Score -1.509684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -15096838.000000 Penalty: 5777.788086
	Iteration 56Q: 3 clusters Score -1.509684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -15096858.000000 Penalty: 5777.788086
	Iteration 57Q: 3 clusters Score -1.509686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -15096850.000000 Penalty: 5777.788086
	Iteration 58Q: 3 clusters Score -1.509685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -15096842.000000 Penalty: 5777.788086
	Iteration 59Q: 3 clusters Score -1.509684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -15096850.000000 Penalty: 5777.788086
	Iteration 60F: 3 clusters Score -1.509685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -15096872.000000 Penalty: 5777.788086
	Iteration 61Q: 3 clusters Score -1.509687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -15096871.000000 Penalty: 5777.788086
	Iteration 62Q: 3 clusters Score -1.509687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -15096888.000000 Penalty: 5777.788086
	Iteration 63Q: 3 clusters Score -1.509689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -15096891.000000 Penalty: 5777.788086
	Iteration 64Q: 3 clusters Score -1.509689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -15096882.000000 Penalty: 5777.788086
	Iteration 65Q: 3 clusters Score -1.509688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -15096885.000000 Penalty: 5777.788086
	Iteration 66Q: 3 clusters Score -1.509688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -15096887.000000 Penalty: 5777.788086
	Iteration 67Q: 3 clusters Score -1.509689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -15096886.000000 Penalty: 5777.788086
	Iteration 68Q: 3 clusters Score -1.509689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -15096887.000000 Penalty: 5777.788086
	Iteration 69Q: 3 clusters Score -1.509689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 111084 members 
Entering Unmasked Estep 
Score: -15096885.000000 Penalty: 5777.788086
	Iteration 70Q: 3 clusters Score -1.509688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -15096886.000000 Penalty: 5777.788086
	Iteration 71Q: 3 clusters Score -1.509689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -15096889.000000 Penalty: 5777.788086
	Iteration 72Q: 3 clusters Score -1.509689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -15096887.000000 Penalty: 5777.788086
	Iteration 73Q: 3 clusters Score -1.509689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -15096890.000000 Penalty: 5777.788086
	Iteration 74Q: 3 clusters Score -1.509689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -15096888.000000 Penalty: 5777.788086
	Iteration 75Q: 3 clusters Score -1.509689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -15096890.000000 Penalty: 5777.788086
	Iteration 76Q: 3 clusters Score -1.509689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -15096897.000000 Penalty: 5777.788086
	Iteration 77Q: 3 clusters Score -1.50969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -15096895.000000 Penalty: 5777.788086
	Iteration 78Q: 3 clusters Score -1.50969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -15096890.000000 Penalty: 5777.788086
	Iteration 79Q: 3 clusters Score -1.509689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -15096893.000000 Penalty: 5777.788086
	Iteration 80F: 3 clusters Score -1.509689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -15096903.000000 Penalty: 5777.788086
	Iteration 81Q: 3 clusters Score -1.50969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -15096905.000000 Penalty: 5777.788086
	Iteration 82Q: 3 clusters Score -1.50969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -15096888.000000 Penalty: 5777.788086
	Iteration 83Q: 3 clusters Score -1.509689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -15096890.000000 Penalty: 5777.788086
	Iteration 84Q: 3 clusters Score -1.509689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -15096896.000000 Penalty: 5777.788086
	Iteration 85Q: 3 clusters Score -1.50969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -15096891.000000 Penalty: 5777.788086
	Iteration 86Q: 3 clusters Score -1.509689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -15096883.000000 Penalty: 5777.788086
	Iteration 87Q: 3 clusters Score -1.509688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -15096894.000000 Penalty: 5777.788086
	Iteration 88Q: 3 clusters Score -1.509689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -15096886.000000 Penalty: 5777.788086
	Iteration 89Q: 3 clusters Score -1.509689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 111126 members 
Entering Unmasked Estep 
Score: -15096887.000000 Penalty: 5777.788086
	Iteration 90Q: 3 clusters Score -1.509689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -15096894.000000 Penalty: 5777.788086
	Iteration 91Q: 3 clusters Score -1.509689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -15096894.000000 Penalty: 5777.788086
	Iteration 92F: 3 clusters Score -1.509689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -1272351.750000 Penalty: 2293.748047
	Iteration 0F: 2 clusters Score -1272352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1264420.000000 Penalty: 4587.496094
	Iteration 0F: 3 clusters Score -1264420 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1266893.125000 Penalty: 4587.496094
	Iteration 1F: 3 clusters Score -1266893 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1267425.125000 Penalty: 4587.496094
	Iteration 2F: 3 clusters Score -1267425 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1268051.250000 Penalty: 4587.496094
	Iteration 3F: 3 clusters Score -1268051 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1268728.875000 Penalty: 4587.496094
	Iteration 4F: 3 clusters Score -1268729 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1269364.125000 Penalty: 4587.496094
	Iteration 5F: 3 clusters Score -1269364 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1269897.875000 Penalty: 4587.496094
	Iteration 6F: 3 clusters Score -1269898 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1270310.500000 Penalty: 4587.496094
	Iteration 7F: 3 clusters Score -1270310 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1270663.250000 Penalty: 4587.496094
	Iteration 8Q: 3 clusters Score -1270663 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1270978.875000 Penalty: 4587.496094
	Iteration 9Q: 3 clusters Score -1270979 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1271269.375000 Penalty: 4587.496094
	Iteration 10Q: 3 clusters Score -1271269 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1271515.375000 Penalty: 4587.496094
	Iteration 11Q: 3 clusters Score -1271515 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1271658.500000 Penalty: 4587.496094
	Iteration 12Q: 3 clusters Score -1271658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1271742.375000 Penalty: 4587.496094
	Iteration 13Q: 3 clusters Score -1271742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1271784.750000 Penalty: 4587.496094
	Iteration 14Q: 3 clusters Score -1271785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1271818.250000 Penalty: 4587.496094
	Iteration 15Q: 3 clusters Score -1271818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1271851.250000 Penalty: 4587.496094
	Iteration 16Q: 3 clusters Score -1271851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1271869.250000 Penalty: 4587.496094
	Iteration 17Q: 3 clusters Score -1271869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1271888.000000 Penalty: 4587.496094
	Iteration 18Q: 3 clusters Score -1271888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1271897.125000 Penalty: 4587.496094
	Iteration 19Q: 3 clusters Score -1271897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1271904.375000 Penalty: 4587.496094
	Iteration 20F: 3 clusters Score -1271904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1271924.250000 Penalty: 4587.496094
	Iteration 21Q: 3 clusters Score -1271924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1271937.125000 Penalty: 4587.496094
	Iteration 22Q: 3 clusters Score -1271937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1271947.375000 Penalty: 4587.496094
	Iteration 23Q: 3 clusters Score -1271947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1271953.500000 Penalty: 4587.496094
	Iteration 24Q: 3 clusters Score -1271954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1271978.125000 Penalty: 4587.496094
	Iteration 25Q: 3 clusters Score -1271978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1271997.625000 Penalty: 4587.496094
	Iteration 26Q: 3 clusters Score -1271998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1272014.875000 Penalty: 4587.496094
	Iteration 27Q: 3 clusters Score -1272015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1272033.125000 Penalty: 4587.496094
	Iteration 28Q: 3 clusters Score -1272033 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1272052.875000 Penalty: 4587.496094
	Iteration 29Q: 3 clusters Score -1272053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1272068.375000 Penalty: 4587.496094
	Iteration 30Q: 3 clusters Score -1272068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1272083.875000 Penalty: 4587.496094
	Iteration 31Q: 3 clusters Score -1272084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1272096.500000 Penalty: 4587.496094
	Iteration 32Q: 3 clusters Score -1272096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1272107.625000 Penalty: 4587.496094
	Iteration 33Q: 3 clusters Score -1272108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1272127.875000 Penalty: 4587.496094
	Iteration 34Q: 3 clusters Score -1272128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1272137.625000 Penalty: 4587.496094
	Iteration 35Q: 3 clusters Score -1272138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1272151.125000 Penalty: 4587.496094
	Iteration 36Q: 3 clusters Score -1272151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1272160.500000 Penalty: 4587.496094
	Iteration 37Q: 3 clusters Score -1272160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1272166.500000 Penalty: 4587.496094
	Iteration 38Q: 3 clusters Score -1272166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1272172.625000 Penalty: 4587.496094
	Iteration 39Q: 3 clusters Score -1272173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1272182.875000 Penalty: 4587.496094
	Iteration 40F: 3 clusters Score -1272183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1272190.250000 Penalty: 4587.496094
	Iteration 41Q: 3 clusters Score -1272190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1272203.375000 Penalty: 4587.496094
	Iteration 42Q: 3 clusters Score -1272203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1272214.250000 Penalty: 4587.496094
	Iteration 43Q: 3 clusters Score -1272214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1272219.875000 Penalty: 4587.496094
	Iteration 44Q: 3 clusters Score -1272220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1272225.500000 Penalty: 4587.496094
	Iteration 45Q: 3 clusters Score -1272226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1272236.500000 Penalty: 4587.496094
	Iteration 46Q: 3 clusters Score -1272236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1272243.250000 Penalty: 4587.496094
	Iteration 47Q: 3 clusters Score -1272243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1272249.625000 Penalty: 4587.496094
	Iteration 48Q: 3 clusters Score -1272250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1272265.500000 Penalty: 4587.496094
	Iteration 49Q: 3 clusters Score -1272266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1272274.625000 Penalty: 4587.496094
	Iteration 50Q: 3 clusters Score -1272275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1272281.875000 Penalty: 4587.496094
	Iteration 51Q: 3 clusters Score -1272282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1272287.625000 Penalty: 4587.496094
	Iteration 52Q: 3 clusters Score -1272288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1272291.125000 Penalty: 4587.496094
	Iteration 53Q: 3 clusters Score -1272291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1272292.125000 Penalty: 4587.496094
	Iteration 54Q: 3 clusters Score -1272292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1272297.875000 Penalty: 4587.496094
	Iteration 55Q: 3 clusters Score -1272298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1272301.500000 Penalty: 4587.496094
	Iteration 56Q: 3 clusters Score -1272302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1272309.125000 Penalty: 4587.496094
	Iteration 57Q: 3 clusters Score -1272309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1272311.750000 Penalty: 4587.496094
	Iteration 58Q: 3 clusters Score -1272312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1272314.250000 Penalty: 4587.496094
	Iteration 59Q: 3 clusters Score -1272314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1272320.125000 Penalty: 4587.496094
	Iteration 60F: 3 clusters Score -1272320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1272324.000000 Penalty: 4587.496094
	Iteration 61Q: 3 clusters Score -1272324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1272328.125000 Penalty: 4587.496094
	Iteration 62Q: 3 clusters Score -1272328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1272338.625000 Penalty: 4587.496094
	Iteration 63Q: 3 clusters Score -1272339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1272348.375000 Penalty: 4587.496094
	Iteration 64Q: 3 clusters Score -1272348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1272357.750000 Penalty: 4587.496094
	Iteration 65Q: 3 clusters Score -1272358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1272369.500000 Penalty: 4587.496094
	Iteration 66Q: 3 clusters Score -1272370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1272381.000000 Penalty: 4587.496094
	Iteration 67Q: 3 clusters Score -1272381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1272404.250000 Penalty: 4587.496094
	Iteration 68Q: 3 clusters Score -1272404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1272432.375000 Penalty: 4587.496094
	Iteration 69Q: 3 clusters Score -1272432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1272448.375000 Penalty: 4587.496094
	Iteration 70Q: 3 clusters Score -1272448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1272464.375000 Penalty: 4587.496094
	Iteration 71Q: 3 clusters Score -1272464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1272486.125000 Penalty: 4587.496094
	Iteration 72Q: 3 clusters Score -1272486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1272507.375000 Penalty: 4587.496094
	Iteration 73Q: 3 clusters Score -1272507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1272519.750000 Penalty: 4587.496094
	Iteration 74Q: 3 clusters Score -1272520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1272531.750000 Penalty: 4587.496094
	Iteration 75Q: 3 clusters Score -1272532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1272545.750000 Penalty: 4587.496094
	Iteration 76Q: 3 clusters Score -1272546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1272564.000000 Penalty: 4587.496094
	Iteration 77Q: 3 clusters Score -1272564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1272567.875000 Penalty: 4587.496094
	Iteration 78Q: 3 clusters Score -1272568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1272571.875000 Penalty: 4587.496094
	Iteration 79Q: 3 clusters Score -1272572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1272576.750000 Penalty: 4587.496094
	Iteration 80F: 3 clusters Score -1272577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1272577.500000 Penalty: 4587.496094
	Iteration 81Q: 3 clusters Score -1272578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1272577.125000 Penalty: 4587.496094
	Iteration 82Q: 3 clusters Score -1272577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1272576.250000 Penalty: 4587.496094
	Iteration 83Q: 3 clusters Score -1272576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1272576.625000 Penalty: 4587.496094
	Iteration 84Q: 3 clusters Score -1272577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1272576.625000 Penalty: 4587.496094
	Iteration 85F: 3 clusters Score -1272577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226005 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121180 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44005 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107531 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 8866 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 1528 members 
Entering Unmasked Estep 
Score: -181105168.000000 Penalty: 112337.296875
Splitting cluster 22 changes total score from -181106256.000000 to -181105168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Entering Unmasked Estep 
Score: -2677787.750000 Penalty: 2471.938721
	Iteration 0F: 2 clusters Score -2677788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2662849.500000 Penalty: 4943.877441
	Iteration 0F: 3 clusters Score -2662850 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2667737.750000 Penalty: 4943.877441
	Iteration 1F: 3 clusters Score -2667738 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2668177.250000 Penalty: 4943.877441
	Iteration 2F: 3 clusters Score -2668177 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2668581.500000 Penalty: 4943.877441
	Iteration 3Q: 3 clusters Score -2668582 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2669046.750000 Penalty: 4943.877441
	Iteration 4Q: 3 clusters Score -2669047 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2669542.250000 Penalty: 4943.877441
	Iteration 5Q: 3 clusters Score -2669542 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2670121.750000 Penalty: 4943.877441
	Iteration 6Q: 3 clusters Score -2670122 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2670812.250000 Penalty: 4943.877441
	Iteration 7F: 3 clusters Score -2670812 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2671568.500000 Penalty: 4943.877441
	Iteration 8F: 3 clusters Score -2671568 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2672321.250000 Penalty: 4943.877441
	Iteration 9F: 3 clusters Score -2672321 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2673140.000000 Penalty: 4943.877441
	Iteration 10F: 3 clusters Score -2673140 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2673796.750000 Penalty: 4943.877441
	Iteration 11Q: 3 clusters Score -2673797 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2674283.000000 Penalty: 4943.877441
	Iteration 12Q: 3 clusters Score -2674283 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2674671.750000 Penalty: 4943.877441
	Iteration 13Q: 3 clusters Score -2674672 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2674928.000000 Penalty: 4943.877441
	Iteration 14Q: 3 clusters Score -2674928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2675124.250000 Penalty: 4943.877441
	Iteration 15Q: 3 clusters Score -2675124 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2675295.000000 Penalty: 4943.877441
	Iteration 16Q: 3 clusters Score -2675295 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2675405.500000 Penalty: 4943.877441
	Iteration 17Q: 3 clusters Score -2675406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2675457.250000 Penalty: 4943.877441
	Iteration 18Q: 3 clusters Score -2675457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2675514.000000 Penalty: 4943.877441
	Iteration 19Q: 3 clusters Score -2675514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2675539.500000 Penalty: 4943.877441
	Iteration 20F: 3 clusters Score -2675540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2675570.250000 Penalty: 4943.877441
	Iteration 21Q: 3 clusters Score -2675570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2675600.750000 Penalty: 4943.877441
	Iteration 22Q: 3 clusters Score -2675601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2675627.250000 Penalty: 4943.877441
	Iteration 23Q: 3 clusters Score -2675627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2675640.750000 Penalty: 4943.877441
	Iteration 24Q: 3 clusters Score -2675641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2675659.750000 Penalty: 4943.877441
	Iteration 25Q: 3 clusters Score -2675660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2675672.750000 Penalty: 4943.877441
	Iteration 26Q: 3 clusters Score -2675673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2675681.500000 Penalty: 4943.877441
	Iteration 27Q: 3 clusters Score -2675682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2675689.750000 Penalty: 4943.877441
	Iteration 28Q: 3 clusters Score -2675690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2675700.250000 Penalty: 4943.877441
	Iteration 29Q: 3 clusters Score -2675700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2675713.500000 Penalty: 4943.877441
	Iteration 30Q: 3 clusters Score -2675714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2675712.750000 Penalty: 4943.877441
	Iteration 31Q: 3 clusters Score -2675713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2675722.750000 Penalty: 4943.877441
	Iteration 32Q: 3 clusters Score -2675723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2675726.000000 Penalty: 4943.877441
	Iteration 33Q: 3 clusters Score -2675726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2675731.750000 Penalty: 4943.877441
	Iteration 34Q: 3 clusters Score -2675732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2675731.250000 Penalty: 4943.877441
	Iteration 35Q: 3 clusters Score -2675731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2675742.500000 Penalty: 4943.877441
	Iteration 36Q: 3 clusters Score -2675742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2675750.500000 Penalty: 4943.877441
	Iteration 37Q: 3 clusters Score -2675750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2675762.750000 Penalty: 4943.877441
	Iteration 38Q: 3 clusters Score -2675763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2675768.500000 Penalty: 4943.877441
	Iteration 39Q: 3 clusters Score -2675768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2675767.000000 Penalty: 4943.877441
	Iteration 40F: 3 clusters Score -2675767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2675775.000000 Penalty: 4943.877441
	Iteration 41Q: 3 clusters Score -2675775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2675779.500000 Penalty: 4943.877441
	Iteration 42Q: 3 clusters Score -2675780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2675794.500000 Penalty: 4943.877441
	Iteration 43Q: 3 clusters Score -2675794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2675804.250000 Penalty: 4943.877441
	Iteration 44Q: 3 clusters Score -2675804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2675814.000000 Penalty: 4943.877441
	Iteration 45Q: 3 clusters Score -2675814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2675814.500000 Penalty: 4943.877441
	Iteration 46Q: 3 clusters Score -2675814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2675816.500000 Penalty: 4943.877441
	Iteration 47Q: 3 clusters Score -2675816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2675818.250000 Penalty: 4943.877441
	Iteration 48Q: 3 clusters Score -2675818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2675818.750000 Penalty: 4943.877441
	Iteration 49Q: 3 clusters Score -2675819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2675820.000000 Penalty: 4943.877441
	Iteration 50Q: 3 clusters Score -2675820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2675822.500000 Penalty: 4943.877441
	Iteration 51Q: 3 clusters Score -2675822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2675823.500000 Penalty: 4943.877441
	Iteration 52Q: 3 clusters Score -2675824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2675828.250000 Penalty: 4943.877441
	Iteration 53Q: 3 clusters Score -2675828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2675828.250000 Penalty: 4943.877441
	Iteration 54Q: 3 clusters Score -2675828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2675828.750000 Penalty: 4943.877441
	Iteration 55Q: 3 clusters Score -2675829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2675835.250000 Penalty: 4943.877441
	Iteration 56Q: 3 clusters Score -2675835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2675840.500000 Penalty: 4943.877441
	Iteration 57Q: 3 clusters Score -2675840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2675846.250000 Penalty: 4943.877441
	Iteration 58Q: 3 clusters Score -2675846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2675849.250000 Penalty: 4943.877441
	Iteration 59Q: 3 clusters Score -2675849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2675854.500000 Penalty: 4943.877441
	Iteration 60F: 3 clusters Score -2675854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2675859.250000 Penalty: 4943.877441
	Iteration 61Q: 3 clusters Score -2675859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2675861.000000 Penalty: 4943.877441
	Iteration 62Q: 3 clusters Score -2675861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2675858.500000 Penalty: 4943.877441
	Iteration 63Q: 3 clusters Score -2675858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2675859.500000 Penalty: 4943.877441
	Iteration 64Q: 3 clusters Score -2675860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2675859.500000 Penalty: 4943.877441
	Iteration 65F: 3 clusters Score -2675860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2774069.750000 Penalty: 2462.031250
	Iteration 0F: 2 clusters Score -2774070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2759593.250000 Penalty: 4924.062500
	Iteration 0F: 3 clusters Score -2759593 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2764345.000000 Penalty: 4924.062500
	Iteration 1F: 3 clusters Score -2764345 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2764660.500000 Penalty: 4924.062500
	Iteration 2Q: 3 clusters Score -2764660 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2764885.500000 Penalty: 4924.062500
	Iteration 3Q: 3 clusters Score -2764886 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2765065.750000 Penalty: 4924.062500
	Iteration 4Q: 3 clusters Score -2765066 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2765231.250000 Penalty: 4924.062500
	Iteration 5Q: 3 clusters Score -2765231 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2765365.500000 Penalty: 4924.062500
	Iteration 6Q: 3 clusters Score -2765366 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2765508.250000 Penalty: 4924.062500
	Iteration 7Q: 3 clusters Score -2765508 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2765674.500000 Penalty: 4924.062500
	Iteration 8Q: 3 clusters Score -2765674 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2765868.750000 Penalty: 4924.062500
	Iteration 9Q: 3 clusters Score -2765869 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2766109.000000 Penalty: 4924.062500
	Iteration 10Q: 3 clusters Score -2766109 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2766484.500000 Penalty: 4924.062500
	Iteration 11Q: 3 clusters Score -2766484 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2767033.250000 Penalty: 4924.062500
	Iteration 12Q: 3 clusters Score -2767033 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2767791.000000 Penalty: 4924.062500
	Iteration 13F: 3 clusters Score -2767791 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2768816.500000 Penalty: 4924.062500
	Iteration 14F: 3 clusters Score -2768816 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2769817.250000 Penalty: 4924.062500
	Iteration 15F: 3 clusters Score -2769817 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2770612.000000 Penalty: 4924.062500
	Iteration 16Q: 3 clusters Score -2770612 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2771113.750000 Penalty: 4924.062500
	Iteration 17Q: 3 clusters Score -2771114 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2771408.000000 Penalty: 4924.062500
	Iteration 18Q: 3 clusters Score -2771408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2771560.500000 Penalty: 4924.062500
	Iteration 19Q: 3 clusters Score -2771560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2771670.250000 Penalty: 4924.062500
	Iteration 20F: 3 clusters Score -2771670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2771741.500000 Penalty: 4924.062500
	Iteration 21Q: 3 clusters Score -2771742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2771789.500000 Penalty: 4924.062500
	Iteration 22Q: 3 clusters Score -2771790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2771834.500000 Penalty: 4924.062500
	Iteration 23Q: 3 clusters Score -2771834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2771867.000000 Penalty: 4924.062500
	Iteration 24Q: 3 clusters Score -2771867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2771894.500000 Penalty: 4924.062500
	Iteration 25Q: 3 clusters Score -2771894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2771915.000000 Penalty: 4924.062500
	Iteration 26Q: 3 clusters Score -2771915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2771927.750000 Penalty: 4924.062500
	Iteration 27Q: 3 clusters Score -2771928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2771938.750000 Penalty: 4924.062500
	Iteration 28Q: 3 clusters Score -2771939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2771948.750000 Penalty: 4924.062500
	Iteration 29Q: 3 clusters Score -2771949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2771951.750000 Penalty: 4924.062500
	Iteration 30Q: 3 clusters Score -2771952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2771956.750000 Penalty: 4924.062500
	Iteration 31Q: 3 clusters Score -2771957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2771957.250000 Penalty: 4924.062500
	Iteration 32Q: 3 clusters Score -2771957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2771960.750000 Penalty: 4924.062500
	Iteration 33Q: 3 clusters Score -2771961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2771961.500000 Penalty: 4924.062500
	Iteration 34Q: 3 clusters Score -2771962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2771961.500000 Penalty: 4924.062500
	Iteration 35F: 3 clusters Score -2771962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -108933.367188 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -108933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107113.968750 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -107114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107382.648438 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -107382.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107469.421875 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -107469.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107505.992188 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -107506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107536.742188 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -107536.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107559.101562 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -107559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107576.687500 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -107576.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107594.054688 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -107594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107601.742188 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -107601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107608.429688 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -107608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107612.226562 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -107612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107614.242188 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -107614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107614.242188 Penalty: 3352.014893
	Iteration 12F: 3 clusters Score -107614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -2130302.250000 Penalty: 2404.448242
	Iteration 0F: 2 clusters Score -2130302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2118635.000000 Penalty: 4808.896484
	Iteration 0F: 3 clusters Score -2118635 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2122387.500000 Penalty: 4808.896484
	Iteration 1F: 3 clusters Score -2122388 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2122826.000000 Penalty: 4808.896484
	Iteration 2F: 3 clusters Score -2122826 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2123208.250000 Penalty: 4808.896484
	Iteration 3F: 3 clusters Score -2123208 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2123569.000000 Penalty: 4808.896484
	Iteration 4Q: 3 clusters Score -2123569 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2123923.000000 Penalty: 4808.896484
	Iteration 5Q: 3 clusters Score -2123923 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2124276.000000 Penalty: 4808.896484
	Iteration 6Q: 3 clusters Score -2124276 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2124808.500000 Penalty: 4808.896484
	Iteration 7Q: 3 clusters Score -2124808 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2125567.250000 Penalty: 4808.896484
	Iteration 8F: 3 clusters Score -2125567 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2126499.000000 Penalty: 4808.896484
	Iteration 9F: 3 clusters Score -2126499 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2127255.500000 Penalty: 4808.896484
	Iteration 10F: 3 clusters Score -2127256 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2127732.750000 Penalty: 4808.896484
	Iteration 11Q: 3 clusters Score -2127733 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2127980.000000 Penalty: 4808.896484
	Iteration 12Q: 3 clusters Score -2127980 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2128105.500000 Penalty: 4808.896484
	Iteration 13Q: 3 clusters Score -2128106 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2128171.500000 Penalty: 4808.896484
	Iteration 14Q: 3 clusters Score -2128172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2128218.750000 Penalty: 4808.896484
	Iteration 15Q: 3 clusters Score -2128219 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2128258.000000 Penalty: 4808.896484
	Iteration 16Q: 3 clusters Score -2128258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2128290.500000 Penalty: 4808.896484
	Iteration 17Q: 3 clusters Score -2128290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2128311.250000 Penalty: 4808.896484
	Iteration 18Q: 3 clusters Score -2128311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2128331.500000 Penalty: 4808.896484
	Iteration 19Q: 3 clusters Score -2128332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2128338.750000 Penalty: 4808.896484
	Iteration 20F: 3 clusters Score -2128339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2128347.750000 Penalty: 4808.896484
	Iteration 21Q: 3 clusters Score -2128348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2128350.000000 Penalty: 4808.896484
	Iteration 22Q: 3 clusters Score -2128350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2128360.000000 Penalty: 4808.896484
	Iteration 23Q: 3 clusters Score -2128360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2128368.000000 Penalty: 4808.896484
	Iteration 24Q: 3 clusters Score -2128368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2128377.500000 Penalty: 4808.896484
	Iteration 25Q: 3 clusters Score -2128378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2128389.000000 Penalty: 4808.896484
	Iteration 26Q: 3 clusters Score -2128389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2128397.250000 Penalty: 4808.896484
	Iteration 27Q: 3 clusters Score -2128397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2128412.500000 Penalty: 4808.896484
	Iteration 28Q: 3 clusters Score -2128412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2128415.750000 Penalty: 4808.896484
	Iteration 29Q: 3 clusters Score -2128416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2128430.750000 Penalty: 4808.896484
	Iteration 30Q: 3 clusters Score -2128431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2128438.750000 Penalty: 4808.896484
	Iteration 31Q: 3 clusters Score -2128439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2128460.500000 Penalty: 4808.896484
	Iteration 32Q: 3 clusters Score -2128460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2128464.750000 Penalty: 4808.896484
	Iteration 33Q: 3 clusters Score -2128465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2128488.000000 Penalty: 4808.896484
	Iteration 34Q: 3 clusters Score -2128488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2128491.500000 Penalty: 4808.896484
	Iteration 35Q: 3 clusters Score -2128492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2128500.500000 Penalty: 4808.896484
	Iteration 36Q: 3 clusters Score -2128500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2128509.000000 Penalty: 4808.896484
	Iteration 37Q: 3 clusters Score -2128509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2128514.750000 Penalty: 4808.896484
	Iteration 38Q: 3 clusters Score -2128515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2128516.500000 Penalty: 4808.896484
	Iteration 39Q: 3 clusters Score -2128516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2128525.750000 Penalty: 4808.896484
	Iteration 40F: 3 clusters Score -2128526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2128532.500000 Penalty: 4808.896484
	Iteration 41Q: 3 clusters Score -2128532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2128548.750000 Penalty: 4808.896484
	Iteration 42Q: 3 clusters Score -2128549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2128555.750000 Penalty: 4808.896484
	Iteration 43Q: 3 clusters Score -2128556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2128559.500000 Penalty: 4808.896484
	Iteration 44Q: 3 clusters Score -2128560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2128575.250000 Penalty: 4808.896484
	Iteration 45Q: 3 clusters Score -2128575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2128584.500000 Penalty: 4808.896484
	Iteration 46Q: 3 clusters Score -2128584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2128588.500000 Penalty: 4808.896484
	Iteration 47Q: 3 clusters Score -2128588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2128589.250000 Penalty: 4808.896484
	Iteration 48Q: 3 clusters Score -2128589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2128588.500000 Penalty: 4808.896484
	Iteration 49Q: 3 clusters Score -2128588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2128591.000000 Penalty: 4808.896484
	Iteration 50Q: 3 clusters Score -2128591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2128589.250000 Penalty: 4808.896484
	Iteration 51Q: 3 clusters Score -2128589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2128589.750000 Penalty: 4808.896484
	Iteration 52Q: 3 clusters Score -2128590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2128592.000000 Penalty: 4808.896484
	Iteration 53Q: 3 clusters Score -2128592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2128596.750000 Penalty: 4808.896484
	Iteration 54Q: 3 clusters Score -2128597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2128600.250000 Penalty: 4808.896484
	Iteration 55Q: 3 clusters Score -2128600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2128598.750000 Penalty: 4808.896484
	Iteration 56Q: 3 clusters Score -2128599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2128597.500000 Penalty: 4808.896484
	Iteration 57Q: 3 clusters Score -2128598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2128597.500000 Penalty: 4808.896484
	Iteration 58F: 3 clusters Score -2128598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Entering Unmasked Estep 
Score: -2391143.750000 Penalty: 2433.247314
	Iteration 0F: 2 clusters Score -2391144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2378131.750000 Penalty: 4866.494629
	Iteration 0F: 3 clusters Score -2378132 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2382494.500000 Penalty: 4866.494629
	Iteration 1F: 3 clusters Score -2382494 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2382882.250000 Penalty: 4866.494629
	Iteration 2F: 3 clusters Score -2382882 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2383190.500000 Penalty: 4866.494629
	Iteration 3Q: 3 clusters Score -2383190 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2383440.750000 Penalty: 4866.494629
	Iteration 4Q: 3 clusters Score -2383441 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2383653.250000 Penalty: 4866.494629
	Iteration 5Q: 3 clusters Score -2383653 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2383837.250000 Penalty: 4866.494629
	Iteration 6Q: 3 clusters Score -2383837 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2383961.250000 Penalty: 4866.494629
	Iteration 7Q: 3 clusters Score -2383961 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2384099.750000 Penalty: 4866.494629
	Iteration 8Q: 3 clusters Score -2384100 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2384238.500000 Penalty: 4866.494629
	Iteration 9Q: 3 clusters Score -2384238 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2384368.000000 Penalty: 4866.494629
	Iteration 10Q: 3 clusters Score -2384368 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2384512.000000 Penalty: 4866.494629
	Iteration 11Q: 3 clusters Score -2384512 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2384685.000000 Penalty: 4866.494629
	Iteration 12Q: 3 clusters Score -2384685 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2384868.000000 Penalty: 4866.494629
	Iteration 13Q: 3 clusters Score -2384868 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2385135.000000 Penalty: 4866.494629
	Iteration 14Q: 3 clusters Score -2385135 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2385416.750000 Penalty: 4866.494629
	Iteration 15Q: 3 clusters Score -2385417 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2385772.250000 Penalty: 4866.494629
	Iteration 16Q: 3 clusters Score -2385772 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2386192.000000 Penalty: 4866.494629
	Iteration 17Q: 3 clusters Score -2386192 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2386583.250000 Penalty: 4866.494629
	Iteration 18Q: 3 clusters Score -2386583 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2386892.000000 Penalty: 4866.494629
	Iteration 19Q: 3 clusters Score -2386892 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2387145.500000 Penalty: 4866.494629
	Iteration 20F: 3 clusters Score -2387146 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2387331.500000 Penalty: 4866.494629
	Iteration 21Q: 3 clusters Score -2387332 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2387470.500000 Penalty: 4866.494629
	Iteration 22Q: 3 clusters Score -2387470 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2387594.750000 Penalty: 4866.494629
	Iteration 23Q: 3 clusters Score -2387595 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2387675.250000 Penalty: 4866.494629
	Iteration 24Q: 3 clusters Score -2387675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2387772.250000 Penalty: 4866.494629
	Iteration 25Q: 3 clusters Score -2387772 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2387850.500000 Penalty: 4866.494629
	Iteration 26Q: 3 clusters Score -2387850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2387928.250000 Penalty: 4866.494629
	Iteration 27Q: 3 clusters Score -2387928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2387998.500000 Penalty: 4866.494629
	Iteration 28Q: 3 clusters Score -2387998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2388069.000000 Penalty: 4866.494629
	Iteration 29Q: 3 clusters Score -2388069 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2388116.250000 Penalty: 4866.494629
	Iteration 30Q: 3 clusters Score -2388116 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2388192.250000 Penalty: 4866.494629
	Iteration 31Q: 3 clusters Score -2388192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2388262.000000 Penalty: 4866.494629
	Iteration 32Q: 3 clusters Score -2388262 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2388308.750000 Penalty: 4866.494629
	Iteration 33Q: 3 clusters Score -2388309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2388359.500000 Penalty: 4866.494629
	Iteration 34Q: 3 clusters Score -2388360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2388394.750000 Penalty: 4866.494629
	Iteration 35Q: 3 clusters Score -2388395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2388433.250000 Penalty: 4866.494629
	Iteration 36Q: 3 clusters Score -2388433 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2388461.750000 Penalty: 4866.494629
	Iteration 37Q: 3 clusters Score -2388462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2388484.250000 Penalty: 4866.494629
	Iteration 38Q: 3 clusters Score -2388484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2388493.500000 Penalty: 4866.494629
	Iteration 39Q: 3 clusters Score -2388494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2388523.500000 Penalty: 4866.494629
	Iteration 40F: 3 clusters Score -2388524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2388541.750000 Penalty: 4866.494629
	Iteration 41Q: 3 clusters Score -2388542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2388560.250000 Penalty: 4866.494629
	Iteration 42Q: 3 clusters Score -2388560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2388572.250000 Penalty: 4866.494629
	Iteration 43Q: 3 clusters Score -2388572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2388594.750000 Penalty: 4866.494629
	Iteration 44Q: 3 clusters Score -2388595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2388610.500000 Penalty: 4866.494629
	Iteration 45Q: 3 clusters Score -2388610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2388632.250000 Penalty: 4866.494629
	Iteration 46Q: 3 clusters Score -2388632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2388650.250000 Penalty: 4866.494629
	Iteration 47Q: 3 clusters Score -2388650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2388663.500000 Penalty: 4866.494629
	Iteration 48Q: 3 clusters Score -2388664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2388684.500000 Penalty: 4866.494629
	Iteration 49Q: 3 clusters Score -2388684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2388694.750000 Penalty: 4866.494629
	Iteration 50Q: 3 clusters Score -2388695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2388705.500000 Penalty: 4866.494629
	Iteration 51Q: 3 clusters Score -2388706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2388703.500000 Penalty: 4866.494629
	Iteration 52Q: 3 clusters Score -2388704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2388709.500000 Penalty: 4866.494629
	Iteration 53Q: 3 clusters Score -2388710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2388716.500000 Penalty: 4866.494629
	Iteration 54Q: 3 clusters Score -2388716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2388730.250000 Penalty: 4866.494629
	Iteration 55Q: 3 clusters Score -2388730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2388742.000000 Penalty: 4866.494629
	Iteration 56Q: 3 clusters Score -2388742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2388741.500000 Penalty: 4866.494629
	Iteration 57Q: 3 clusters Score -2388742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2388746.750000 Penalty: 4866.494629
	Iteration 58Q: 3 clusters Score -2388747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2388760.000000 Penalty: 4866.494629
	Iteration 59Q: 3 clusters Score -2388760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2388765.000000 Penalty: 4866.494629
	Iteration 60F: 3 clusters Score -2388765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2388767.000000 Penalty: 4866.494629
	Iteration 61Q: 3 clusters Score -2388767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2388774.000000 Penalty: 4866.494629
	Iteration 62Q: 3 clusters Score -2388774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2388776.000000 Penalty: 4866.494629
	Iteration 63Q: 3 clusters Score -2388776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2388786.500000 Penalty: 4866.494629
	Iteration 64Q: 3 clusters Score -2388786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2388787.250000 Penalty: 4866.494629
	Iteration 65Q: 3 clusters Score -2388787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2388801.500000 Penalty: 4866.494629
	Iteration 66Q: 3 clusters Score -2388802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2388805.750000 Penalty: 4866.494629
	Iteration 67Q: 3 clusters Score -2388806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2388806.750000 Penalty: 4866.494629
	Iteration 68Q: 3 clusters Score -2388807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2388813.750000 Penalty: 4866.494629
	Iteration 69Q: 3 clusters Score -2388814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2388821.500000 Penalty: 4866.494629
	Iteration 70Q: 3 clusters Score -2388822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2388827.500000 Penalty: 4866.494629
	Iteration 71Q: 3 clusters Score -2388828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2388828.750000 Penalty: 4866.494629
	Iteration 72Q: 3 clusters Score -2388829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2388836.750000 Penalty: 4866.494629
	Iteration 73Q: 3 clusters Score -2388837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2388840.250000 Penalty: 4866.494629
	Iteration 74Q: 3 clusters Score -2388840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2388841.000000 Penalty: 4866.494629
	Iteration 75Q: 3 clusters Score -2388841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2388847.000000 Penalty: 4866.494629
	Iteration 76Q: 3 clusters Score -2388847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2388852.000000 Penalty: 4866.494629
	Iteration 77Q: 3 clusters Score -2388852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2388865.750000 Penalty: 4866.494629
	Iteration 78Q: 3 clusters Score -2388866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2388866.500000 Penalty: 4866.494629
	Iteration 79Q: 3 clusters Score -2388866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2388872.500000 Penalty: 4866.494629
	Iteration 80F: 3 clusters Score -2388872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2388874.750000 Penalty: 4866.494629
	Iteration 81Q: 3 clusters Score -2388875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2388887.250000 Penalty: 4866.494629
	Iteration 82Q: 3 clusters Score -2388887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2388890.000000 Penalty: 4866.494629
	Iteration 83Q: 3 clusters Score -2388890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2388896.500000 Penalty: 4866.494629
	Iteration 84Q: 3 clusters Score -2388896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2388900.250000 Penalty: 4866.494629
	Iteration 85Q: 3 clusters Score -2388900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2388900.500000 Penalty: 4866.494629
	Iteration 86Q: 3 clusters Score -2388900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2388905.750000 Penalty: 4866.494629
	Iteration 87Q: 3 clusters Score -2388906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2388902.750000 Penalty: 4866.494629
	Iteration 88Q: 3 clusters Score -2388903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2388902.750000 Penalty: 4866.494629
	Iteration 89Q: 3 clusters Score -2388903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2388912.750000 Penalty: 4866.494629
	Iteration 90Q: 3 clusters Score -2388913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2388918.250000 Penalty: 4866.494629
	Iteration 91Q: 3 clusters Score -2388918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2388919.500000 Penalty: 4866.494629
	Iteration 92Q: 3 clusters Score -2388920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2388923.500000 Penalty: 4866.494629
	Iteration 93Q: 3 clusters Score -2388924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2388927.500000 Penalty: 4866.494629
	Iteration 94Q: 3 clusters Score -2388928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2388933.750000 Penalty: 4866.494629
	Iteration 95Q: 3 clusters Score -2388934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2388935.750000 Penalty: 4866.494629
	Iteration 96Q: 3 clusters Score -2388936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2388939.750000 Penalty: 4866.494629
	Iteration 97Q: 3 clusters Score -2388940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2388943.500000 Penalty: 4866.494629
	Iteration 98Q: 3 clusters Score -2388944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2388953.000000 Penalty: 4866.494629
	Iteration 99Q: 3 clusters Score -2388953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2388948.250000 Penalty: 4866.494629
	Iteration 100F: 3 clusters Score -2388948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2388951.750000 Penalty: 4866.494629
	Iteration 101Q: 3 clusters Score -2388952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2388957.500000 Penalty: 4866.494629
	Iteration 102Q: 3 clusters Score -2388958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2388960.750000 Penalty: 4866.494629
	Iteration 103Q: 3 clusters Score -2388961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2388966.250000 Penalty: 4866.494629
	Iteration 104Q: 3 clusters Score -2388966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2388966.000000 Penalty: 4866.494629
	Iteration 105Q: 3 clusters Score -2388966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2388965.000000 Penalty: 4866.494629
	Iteration 106Q: 3 clusters Score -2388965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2388973.750000 Penalty: 4866.494629
	Iteration 107Q: 3 clusters Score -2388974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2388975.000000 Penalty: 4866.494629
	Iteration 108Q: 3 clusters Score -2388975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2388978.000000 Penalty: 4866.494629
	Iteration 109Q: 3 clusters Score -2388978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2388975.250000 Penalty: 4866.494629
	Iteration 110Q: 3 clusters Score -2388975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2388977.250000 Penalty: 4866.494629
	Iteration 111Q: 3 clusters Score -2388977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2388983.000000 Penalty: 4866.494629
	Iteration 112Q: 3 clusters Score -2388983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2388981.500000 Penalty: 4866.494629
	Iteration 113Q: 3 clusters Score -2388982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2388982.750000 Penalty: 4866.494629
	Iteration 114Q: 3 clusters Score -2388983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2388985.250000 Penalty: 4866.494629
	Iteration 115Q: 3 clusters Score -2388985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2388985.250000 Penalty: 4866.494629
	Iteration 116F: 3 clusters Score -2388985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -724727.125000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -724727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -719640.187500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -719640.2 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -721005.937500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -721005.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -721237.687500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -721237.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -721424.562500 Penalty: 4308.217773
	Iteration 3Q: 3 clusters Score -721424.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -721588.937500 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -721588.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -721740.000000 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -721740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -721863.125000 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -721863.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -721951.625000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -721951.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -722040.375000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -722040.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -722116.437500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -722116.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -722193.937500 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -722193.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -722282.187500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -722282.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -722360.375000 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -722360.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -722431.875000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -722431.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -722497.812500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -722497.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -722562.812500 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -722562.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -722626.687500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -722626.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -722689.562500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -722689.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -722747.812500 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -722747.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -722795.500000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -722795.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -722841.062500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -722841.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -722887.625000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -722887.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -722926.875000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -722926.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -722982.812500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -722982.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -723026.937500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -723026.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -723054.250000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -723054.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -723079.875000 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -723079.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -723096.750000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -723096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723098.875000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -723098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -723102.250000 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -723102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -723105.000000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -723105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -723109.687500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -723109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -723111.687500 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -723111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -723114.750000 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -723114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -723116.500000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -723116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -723117.125000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -723117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -723118.687500 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -723118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723118.375000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -723118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -723119.937500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -723119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -723120.000000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -723120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -723121.750000 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -723121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -723123.375000 Penalty: 4308.217773
	Iteration 41Q: 3 clusters Score -723123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -723124.500000 Penalty: 4308.217773
	Iteration 42Q: 3 clusters Score -723124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723124.062500 Penalty: 4308.217773
	Iteration 43Q: 3 clusters Score -723124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723124.187500 Penalty: 4308.217773
	Iteration 44Q: 3 clusters Score -723124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723124.187500 Penalty: 4308.217773
	Iteration 45F: 3 clusters Score -723124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -953654.250000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -953654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -947740.937500 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -947740.9 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -949212.625000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -949212.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -949452.875000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -949452.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -949642.062500 Penalty: 4406.629395
	Iteration 3Q: 3 clusters Score -949642.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -949788.312500 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -949788.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -949916.875000 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -949916.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -950050.562500 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -950050.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -950203.500000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -950203.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -950417.437500 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -950417.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -950681.750000 Penalty: 4406.629395
	Iteration 9F: 3 clusters Score -950681.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -950947.750000 Penalty: 4406.629395
	Iteration 10F: 3 clusters Score -950947.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -951158.937500 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -951158.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -951334.937500 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -951334.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -951456.812500 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -951456.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -951534.750000 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -951534.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -951576.750000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -951576.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -951604.312500 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -951604.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -951630.500000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -951630.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -951649.750000 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -951649.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -951659.125000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -951659.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -951669.875000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -951669.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -951675.812500 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -951675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -951679.187500 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -951679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -951681.562500 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -951681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -951683.437500 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -951683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -951683.812500 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -951683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -951683.812500 Penalty: 4406.629395
	Iteration 26F: 3 clusters Score -951683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Entering Unmasked Estep 
Score: -3707063.000000 Penalty: 2538.115479
	Iteration 0F: 2 clusters Score -3707063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3688007.750000 Penalty: 5076.230957
	Iteration 0F: 3 clusters Score -3688008 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3695033.000000 Penalty: 5076.230957
	Iteration 1F: 3 clusters Score -3695033 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3695781.000000 Penalty: 5076.230957
	Iteration 2F: 3 clusters Score -3695781 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3696552.750000 Penalty: 5076.230957
	Iteration 3F: 3 clusters Score -3696553 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3697436.750000 Penalty: 5076.230957
	Iteration 4F: 3 clusters Score -3697437 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3698384.500000 Penalty: 5076.230957
	Iteration 5F: 3 clusters Score -3698384 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3699317.250000 Penalty: 5076.230957
	Iteration 6F: 3 clusters Score -3699317 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3700200.000000 Penalty: 5076.230957
	Iteration 7F: 3 clusters Score -3700200 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3701011.500000 Penalty: 5076.230957
	Iteration 8Q: 3 clusters Score -3701012 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3701760.000000 Penalty: 5076.230957
	Iteration 9Q: 3 clusters Score -3701760 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3702434.500000 Penalty: 5076.230957
	Iteration 10Q: 3 clusters Score -3702434 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3703092.250000 Penalty: 5076.230957
	Iteration 11Q: 3 clusters Score -3703092 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3703613.750000 Penalty: 5076.230957
	Iteration 12Q: 3 clusters Score -3703614 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3704014.500000 Penalty: 5076.230957
	Iteration 13Q: 3 clusters Score -3704014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3704288.250000 Penalty: 5076.230957
	Iteration 14Q: 3 clusters Score -3704288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3704475.500000 Penalty: 5076.230957
	Iteration 15Q: 3 clusters Score -3704476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3704596.250000 Penalty: 5076.230957
	Iteration 16Q: 3 clusters Score -3704596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3704668.750000 Penalty: 5076.230957
	Iteration 17Q: 3 clusters Score -3704669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3704714.750000 Penalty: 5076.230957
	Iteration 18Q: 3 clusters Score -3704715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3704749.000000 Penalty: 5076.230957
	Iteration 19Q: 3 clusters Score -3704749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3704769.250000 Penalty: 5076.230957
	Iteration 20F: 3 clusters Score -3704769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3704784.500000 Penalty: 5076.230957
	Iteration 21Q: 3 clusters Score -3704784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3704806.000000 Penalty: 5076.230957
	Iteration 22Q: 3 clusters Score -3704806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3704812.750000 Penalty: 5076.230957
	Iteration 23Q: 3 clusters Score -3704813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3704823.750000 Penalty: 5076.230957
	Iteration 24Q: 3 clusters Score -3704824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3704826.250000 Penalty: 5076.230957
	Iteration 25Q: 3 clusters Score -3704826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3704834.250000 Penalty: 5076.230957
	Iteration 26Q: 3 clusters Score -3704834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3704835.750000 Penalty: 5076.230957
	Iteration 27Q: 3 clusters Score -3704836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3704840.500000 Penalty: 5076.230957
	Iteration 28Q: 3 clusters Score -3704840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3704847.500000 Penalty: 5076.230957
	Iteration 29Q: 3 clusters Score -3704848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3704856.250000 Penalty: 5076.230957
	Iteration 30Q: 3 clusters Score -3704856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3704856.750000 Penalty: 5076.230957
	Iteration 31Q: 3 clusters Score -3704857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3704856.750000 Penalty: 5076.230957
	Iteration 32F: 3 clusters Score -3704857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -55889.664062 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -55889.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54411.593750 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -54411.59 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54605.339844 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -54605.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54670.507812 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -54670.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54698.953125 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -54698.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54722.441406 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -54722.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54735.304688 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -54735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54739.148438 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -54739.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54745.746094 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -54745.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54752.562500 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -54752.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54756.812500 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -54756.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54765.414062 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -54765.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54780.582031 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -54780.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54798.390625 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -54798.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54853.468750 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -54853.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54927.734375 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -54927.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54975.957031 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -54975.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55011.871094 Penalty: 3041.088379
	Iteration 16Q: 3 clusters Score -55011.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55033.902344 Penalty: 3041.088379
	Iteration 17Q: 3 clusters Score -55033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55041.191406 Penalty: 3041.088379
	Iteration 18Q: 3 clusters Score -55041.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55054.265625 Penalty: 3041.088379
	Iteration 19Q: 3 clusters Score -55054.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55060.285156 Penalty: 3041.088379
	Iteration 20F: 3 clusters Score -55060.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55066.437500 Penalty: 3041.088379
	Iteration 21Q: 3 clusters Score -55066.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55066.437500 Penalty: 3041.088379
	Iteration 22F: 3 clusters Score -55066.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226005 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121180 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155634 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44005 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107531 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 239Q: 32 clusters Score -1.811062e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 226002 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121189 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155632 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107527 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106208.000000 Penalty: 108826.757812
Iteration 240F: 32 clusters Score -1.811062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225998 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121192 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107526 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 241Q: 32 clusters Score -1.811062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225995 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121194 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232911 members 
Mstep: Class 7 contains 155632 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107527 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106240.000000 Penalty: 108826.757812
Iteration 242Q: 32 clusters Score -1.811062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225996 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121195 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232912 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107525 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 243Q: 32 clusters Score -1.811062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225995 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121196 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107525 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18242 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106224.000000 Penalty: 108826.757812
Iteration 244Q: 32 clusters Score -1.811062e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225995 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121197 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232912 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107524 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18243 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 245Q: 32 clusters Score -1.811062e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225996 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121196 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232912 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107523 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18244 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106192.000000 Penalty: 108826.757812
Iteration 246Q: 32 clusters Score -1.811062e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225995 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121196 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107521 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18245 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106160.000000 Penalty: 108826.757812
Iteration 247Q: 32 clusters Score -1.811062e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225993 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121197 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107520 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114551 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106112.000000 Penalty: 108826.757812
Iteration 248Q: 32 clusters Score -1.811061e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225992 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121198 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155630 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107521 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106144.000000 Penalty: 108826.757812
Iteration 249Q: 32 clusters Score -1.811061e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225991 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121200 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107519 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 250Q: 32 clusters Score -1.811062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225987 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121207 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232913 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107517 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 251Q: 32 clusters Score -1.811062e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121208 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107516 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 252Q: 32 clusters Score -1.811062e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121208 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107516 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181106176.000000 Penalty: 108826.757812
Iteration 253F: 32 clusters Score -1.811062e+08 nChanged 0
Entering ConstructFrom: 
Score: -181106176.000000 Penalty: 108826.757812
Entering ConstructFrom: 
Trying to split cluster 1 (225985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225985 members 
Entering Unmasked Estep 
Score: -30272866.000000 Penalty: 3057.399658
	Iteration 0F: 2 clusters Score -3.027287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -30152758.000000 Penalty: 6114.799316
	Iteration 0F: 3 clusters Score -3.015276e+07 nChanged 108782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -30216560.000000 Penalty: 6114.799316
	Iteration 1F: 3 clusters Score -3.021656e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -30217986.000000 Penalty: 6114.799316
	Iteration 2Q: 3 clusters Score -3.021799e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -30219502.000000 Penalty: 6114.799316
	Iteration 3Q: 3 clusters Score -3.02195e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -30221534.000000 Penalty: 6114.799316
	Iteration 4Q: 3 clusters Score -3.022153e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 139044 members 
Entering Unmasked Estep 
Score: -30224430.000000 Penalty: 6114.799316
	Iteration 5Q: 3 clusters Score -3.022443e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 150772 members 
Entering Unmasked Estep 
Score: -30228846.000000 Penalty: 6114.799316
	Iteration 6F: 3 clusters Score -3.022885e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -30234142.000000 Penalty: 6114.799316
	Iteration 7F: 3 clusters Score -3.023414e+07 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -30241516.000000 Penalty: 6114.799316
	Iteration 8F: 3 clusters Score -3.024152e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -30248522.000000 Penalty: 6114.799316
	Iteration 9F: 3 clusters Score -3.024852e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 206073 members 
Entering Unmasked Estep 
Score: -30255376.000000 Penalty: 6114.799316
	Iteration 10F: 3 clusters Score -3.025538e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 213412 members 
Entering Unmasked Estep 
Score: -30260660.000000 Penalty: 6114.799316
	Iteration 11Q: 3 clusters Score -3.026066e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 217792 members 
Entering Unmasked Estep 
Score: -30263896.000000 Penalty: 6114.799316
	Iteration 12Q: 3 clusters Score -3.02639e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 220397 members 
Entering Unmasked Estep 
Score: -30265968.000000 Penalty: 6114.799316
	Iteration 13Q: 3 clusters Score -3.026597e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 222009 members 
Entering Unmasked Estep 
Score: -30267312.000000 Penalty: 6114.799316
	Iteration 14Q: 3 clusters Score -3.026731e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -30268142.000000 Penalty: 6114.799316
	Iteration 15Q: 3 clusters Score -3.026814e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 223768 members 
Entering Unmasked Estep 
Score: -30268644.000000 Penalty: 6114.799316
	Iteration 16Q: 3 clusters Score -3.026864e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 224177 members 
Entering Unmasked Estep 
Score: -30269020.000000 Penalty: 6114.799316
	Iteration 17Q: 3 clusters Score -3.026902e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 224474 members 
Entering Unmasked Estep 
Score: -30269252.000000 Penalty: 6114.799316
	Iteration 18Q: 3 clusters Score -3.026925e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 224672 members 
Entering Unmasked Estep 
Score: -30269442.000000 Penalty: 6114.799316
	Iteration 19Q: 3 clusters Score -3.026944e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 224812 members 
Entering Unmasked Estep 
Score: -30269532.000000 Penalty: 6114.799316
	Iteration 20F: 3 clusters Score -3.026953e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 224914 members 
Entering Unmasked Estep 
Score: -30269642.000000 Penalty: 6114.799316
	Iteration 21Q: 3 clusters Score -3.026964e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 224989 members 
Entering Unmasked Estep 
Score: -30269696.000000 Penalty: 6114.799316
	Iteration 22Q: 3 clusters Score -3.02697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 225038 members 
Entering Unmasked Estep 
Score: -30269744.000000 Penalty: 6114.799316
	Iteration 23Q: 3 clusters Score -3.026974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 225086 members 
Entering Unmasked Estep 
Score: -30269782.000000 Penalty: 6114.799316
	Iteration 24Q: 3 clusters Score -3.026978e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 225121 members 
Entering Unmasked Estep 
Score: -30269800.000000 Penalty: 6114.799316
	Iteration 25Q: 3 clusters Score -3.02698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 225145 members 
Entering Unmasked Estep 
Score: -30269820.000000 Penalty: 6114.799316
	Iteration 26Q: 3 clusters Score -3.026982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 225158 members 
Entering Unmasked Estep 
Score: -30269860.000000 Penalty: 6114.799316
	Iteration 27Q: 3 clusters Score -3.026986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 225173 members 
Entering Unmasked Estep 
Score: -30269878.000000 Penalty: 6114.799316
	Iteration 28Q: 3 clusters Score -3.026988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 225185 members 
Entering Unmasked Estep 
Score: -30269900.000000 Penalty: 6114.799316
	Iteration 29Q: 3 clusters Score -3.02699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 225192 members 
Entering Unmasked Estep 
Score: -30269894.000000 Penalty: 6114.799316
	Iteration 30Q: 3 clusters Score -3.026989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 225202 members 
Entering Unmasked Estep 
Score: -30269892.000000 Penalty: 6114.799316
	Iteration 31Q: 3 clusters Score -3.026989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 225208 members 
Entering Unmasked Estep 
Score: -30269886.000000 Penalty: 6114.799316
	Iteration 32Q: 3 clusters Score -3.026989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 225222 members 
Entering Unmasked Estep 
Score: -30269920.000000 Penalty: 6114.799316
	Iteration 33Q: 3 clusters Score -3.026992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 225230 members 
Entering Unmasked Estep 
Score: -30269932.000000 Penalty: 6114.799316
	Iteration 34Q: 3 clusters Score -3.026993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 225237 members 
Entering Unmasked Estep 
Score: -30269950.000000 Penalty: 6114.799316
	Iteration 35Q: 3 clusters Score -3.026995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 225243 members 
Entering Unmasked Estep 
Score: -30269934.000000 Penalty: 6114.799316
	Iteration 36Q: 3 clusters Score -3.026993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 225241 members 
Entering Unmasked Estep 
Score: -30269928.000000 Penalty: 6114.799316
	Iteration 37Q: 3 clusters Score -3.026993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 225246 members 
Entering Unmasked Estep 
Score: -30269934.000000 Penalty: 6114.799316
	Iteration 38Q: 3 clusters Score -3.026993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 225252 members 
Entering Unmasked Estep 
Score: -30269936.000000 Penalty: 6114.799316
	Iteration 39Q: 3 clusters Score -3.026994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 225257 members 
Entering Unmasked Estep 
Score: -30269954.000000 Penalty: 6114.799316
	Iteration 40F: 3 clusters Score -3.026995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 225259 members 
Entering Unmasked Estep 
Score: -30269946.000000 Penalty: 6114.799316
	Iteration 41Q: 3 clusters Score -3.026995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 225263 members 
Entering Unmasked Estep 
Score: -30269956.000000 Penalty: 6114.799316
	Iteration 42Q: 3 clusters Score -3.026996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 225265 members 
Entering Unmasked Estep 
Score: -30269950.000000 Penalty: 6114.799316
	Iteration 43Q: 3 clusters Score -3.026995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 225267 members 
Entering Unmasked Estep 
Score: -30269962.000000 Penalty: 6114.799316
	Iteration 44Q: 3 clusters Score -3.026996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 225272 members 
Entering Unmasked Estep 
Score: -30269960.000000 Penalty: 6114.799316
	Iteration 45Q: 3 clusters Score -3.026996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 225276 members 
Entering Unmasked Estep 
Score: -30269980.000000 Penalty: 6114.799316
	Iteration 46Q: 3 clusters Score -3.026998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 225282 members 
Entering Unmasked Estep 
Score: -30269980.000000 Penalty: 6114.799316
	Iteration 47Q: 3 clusters Score -3.026998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 225287 members 
Entering Unmasked Estep 
Score: -30269998.000000 Penalty: 6114.799316
	Iteration 48Q: 3 clusters Score -3.027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 225292 members 
Entering Unmasked Estep 
Score: -30270024.000000 Penalty: 6114.799316
	Iteration 49Q: 3 clusters Score -3.027002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 225299 members 
Entering Unmasked Estep 
Score: -30270026.000000 Penalty: 6114.799316
	Iteration 50Q: 3 clusters Score -3.027003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 225301 members 
Entering Unmasked Estep 
Score: -30270022.000000 Penalty: 6114.799316
	Iteration 51Q: 3 clusters Score -3.027002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 225303 members 
Entering Unmasked Estep 
Score: -30270020.000000 Penalty: 6114.799316
	Iteration 52Q: 3 clusters Score -3.027002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 225303 members 
Entering Unmasked Estep 
Score: -30270020.000000 Penalty: 6114.799316
	Iteration 53F: 3 clusters Score -3.027002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -2389080.250000 Penalty: 2451.383301
	Iteration 0F: 2 clusters Score -2389080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2375325.500000 Penalty: 4902.766602
	Iteration 0F: 3 clusters Score -2375326 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2380235.250000 Penalty: 4902.766602
	Iteration 1F: 3 clusters Score -2380235 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2381106.000000 Penalty: 4902.766602
	Iteration 2F: 3 clusters Score -2381106 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2382224.250000 Penalty: 4902.766602
	Iteration 3F: 3 clusters Score -2382224 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2383440.250000 Penalty: 4902.766602
	Iteration 4F: 3 clusters Score -2383440 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2384510.250000 Penalty: 4902.766602
	Iteration 5F: 3 clusters Score -2384510 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2385336.500000 Penalty: 4902.766602
	Iteration 6F: 3 clusters Score -2385336 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2385984.000000 Penalty: 4902.766602
	Iteration 7F: 3 clusters Score -2385984 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2386501.750000 Penalty: 4902.766602
	Iteration 8Q: 3 clusters Score -2386502 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2386927.750000 Penalty: 4902.766602
	Iteration 9Q: 3 clusters Score -2386928 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2387264.750000 Penalty: 4902.766602
	Iteration 10Q: 3 clusters Score -2387265 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2387550.000000 Penalty: 4902.766602
	Iteration 11Q: 3 clusters Score -2387550 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2387742.750000 Penalty: 4902.766602
	Iteration 12Q: 3 clusters Score -2387743 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2387909.500000 Penalty: 4902.766602
	Iteration 13Q: 3 clusters Score -2387910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2388064.250000 Penalty: 4902.766602
	Iteration 14Q: 3 clusters Score -2388064 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2388196.000000 Penalty: 4902.766602
	Iteration 15Q: 3 clusters Score -2388196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2388305.250000 Penalty: 4902.766602
	Iteration 16Q: 3 clusters Score -2388305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2388400.500000 Penalty: 4902.766602
	Iteration 17Q: 3 clusters Score -2388400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2388473.250000 Penalty: 4902.766602
	Iteration 18Q: 3 clusters Score -2388473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2388561.750000 Penalty: 4902.766602
	Iteration 19Q: 3 clusters Score -2388562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2388614.750000 Penalty: 4902.766602
	Iteration 20F: 3 clusters Score -2388615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2388674.250000 Penalty: 4902.766602
	Iteration 21Q: 3 clusters Score -2388674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2388718.750000 Penalty: 4902.766602
	Iteration 22Q: 3 clusters Score -2388719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2388754.250000 Penalty: 4902.766602
	Iteration 23Q: 3 clusters Score -2388754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2388779.500000 Penalty: 4902.766602
	Iteration 24Q: 3 clusters Score -2388780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2388792.000000 Penalty: 4902.766602
	Iteration 25Q: 3 clusters Score -2388792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2388799.750000 Penalty: 4902.766602
	Iteration 26Q: 3 clusters Score -2388800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2388804.500000 Penalty: 4902.766602
	Iteration 27Q: 3 clusters Score -2388804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2388813.250000 Penalty: 4902.766602
	Iteration 28Q: 3 clusters Score -2388813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2388821.750000 Penalty: 4902.766602
	Iteration 29Q: 3 clusters Score -2388822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2388824.750000 Penalty: 4902.766602
	Iteration 30Q: 3 clusters Score -2388825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2388827.000000 Penalty: 4902.766602
	Iteration 31Q: 3 clusters Score -2388827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2388825.500000 Penalty: 4902.766602
	Iteration 32Q: 3 clusters Score -2388826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2388826.000000 Penalty: 4902.766602
	Iteration 33Q: 3 clusters Score -2388826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2388828.500000 Penalty: 4902.766602
	Iteration 34Q: 3 clusters Score -2388828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2388839.500000 Penalty: 4902.766602
	Iteration 35Q: 3 clusters Score -2388840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2388841.250000 Penalty: 4902.766602
	Iteration 36Q: 3 clusters Score -2388841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2388851.000000 Penalty: 4902.766602
	Iteration 37Q: 3 clusters Score -2388851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2388848.750000 Penalty: 4902.766602
	Iteration 38Q: 3 clusters Score -2388849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2388852.750000 Penalty: 4902.766602
	Iteration 39Q: 3 clusters Score -2388853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2388854.000000 Penalty: 4902.766602
	Iteration 40F: 3 clusters Score -2388854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2388861.250000 Penalty: 4902.766602
	Iteration 41Q: 3 clusters Score -2388861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2388866.500000 Penalty: 4902.766602
	Iteration 42Q: 3 clusters Score -2388866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2388877.750000 Penalty: 4902.766602
	Iteration 43Q: 3 clusters Score -2388878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2388880.750000 Penalty: 4902.766602
	Iteration 44Q: 3 clusters Score -2388881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2388887.750000 Penalty: 4902.766602
	Iteration 45Q: 3 clusters Score -2388888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2388886.000000 Penalty: 4902.766602
	Iteration 46Q: 3 clusters Score -2388886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2388895.500000 Penalty: 4902.766602
	Iteration 47Q: 3 clusters Score -2388896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2388899.750000 Penalty: 4902.766602
	Iteration 48Q: 3 clusters Score -2388900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2388909.750000 Penalty: 4902.766602
	Iteration 49Q: 3 clusters Score -2388910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2388912.500000 Penalty: 4902.766602
	Iteration 50Q: 3 clusters Score -2388912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2388914.000000 Penalty: 4902.766602
	Iteration 51Q: 3 clusters Score -2388914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2388917.250000 Penalty: 4902.766602
	Iteration 52Q: 3 clusters Score -2388917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2388923.000000 Penalty: 4902.766602
	Iteration 53Q: 3 clusters Score -2388923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2388923.500000 Penalty: 4902.766602
	Iteration 54Q: 3 clusters Score -2388924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2388923.000000 Penalty: 4902.766602
	Iteration 55Q: 3 clusters Score -2388923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2388923.500000 Penalty: 4902.766602
	Iteration 56Q: 3 clusters Score -2388924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2388924.000000 Penalty: 4902.766602
	Iteration 57Q: 3 clusters Score -2388924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2388923.250000 Penalty: 4902.766602
	Iteration 58Q: 3 clusters Score -2388923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2388919.250000 Penalty: 4902.766602
	Iteration 59Q: 3 clusters Score -2388919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2388919.500000 Penalty: 4902.766602
	Iteration 60F: 3 clusters Score -2388920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Entering Unmasked Estep 
Score: -17275760.000000 Penalty: 2923.320557
	Iteration 0F: 2 clusters Score -1.727576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -17188514.000000 Penalty: 5846.641113
	Iteration 0F: 3 clusters Score -1.718851e+07 nChanged 62723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -17223638.000000 Penalty: 5846.641113
	Iteration 1F: 3 clusters Score -1.722364e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -17224638.000000 Penalty: 5846.641113
	Iteration 2Q: 3 clusters Score -1.722464e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -17225896.000000 Penalty: 5846.641113
	Iteration 3Q: 3 clusters Score -1.72259e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -17227520.000000 Penalty: 5846.641113
	Iteration 4Q: 3 clusters Score -1.722752e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -17230082.000000 Penalty: 5846.641113
	Iteration 5Q: 3 clusters Score -1.723008e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -17234588.000000 Penalty: 5846.641113
	Iteration 6F: 3 clusters Score -1.723459e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -17241766.000000 Penalty: 5846.641113
	Iteration 7F: 3 clusters Score -1.724177e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -17251144.000000 Penalty: 5846.641113
	Iteration 8F: 3 clusters Score -1.725114e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -17260634.000000 Penalty: 5846.641113
	Iteration 9F: 3 clusters Score -1.726063e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -17267344.000000 Penalty: 5846.641113
	Iteration 10F: 3 clusters Score -1.726734e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -17270932.000000 Penalty: 5846.641113
	Iteration 11Q: 3 clusters Score -1.727093e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -17272338.000000 Penalty: 5846.641113
	Iteration 12Q: 3 clusters Score -1.727234e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -17272848.000000 Penalty: 5846.641113
	Iteration 13Q: 3 clusters Score -1.727285e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 131125 members 
Entering Unmasked Estep 
Score: -17273056.000000 Penalty: 5846.641113
	Iteration 14Q: 3 clusters Score -1.727306e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 131196 members 
Entering Unmasked Estep 
Score: -17273170.000000 Penalty: 5846.641113
	Iteration 15Q: 3 clusters Score -1.727317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 131221 members 
Entering Unmasked Estep 
Score: -17273218.000000 Penalty: 5846.641113
	Iteration 16Q: 3 clusters Score -1.727322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 131238 members 
Entering Unmasked Estep 
Score: -17273232.000000 Penalty: 5846.641113
	Iteration 17Q: 3 clusters Score -1.727323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -17273244.000000 Penalty: 5846.641113
	Iteration 18Q: 3 clusters Score -1.727324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -17273234.000000 Penalty: 5846.641113
	Iteration 19Q: 3 clusters Score -1.727323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -17273238.000000 Penalty: 5846.641113
	Iteration 20F: 3 clusters Score -1.727324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 131244 members 
Entering Unmasked Estep 
Score: -17273250.000000 Penalty: 5846.641113
	Iteration 21Q: 3 clusters Score -1.727325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -17273242.000000 Penalty: 5846.641113
	Iteration 22Q: 3 clusters Score -1.727324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 131252 members 
Entering Unmasked Estep 
Score: -17273250.000000 Penalty: 5846.641113
	Iteration 23Q: 3 clusters Score -1.727325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 131252 members 
Entering Unmasked Estep 
Score: -17273248.000000 Penalty: 5846.641113
	Iteration 24Q: 3 clusters Score -1.727325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -17273256.000000 Penalty: 5846.641113
	Iteration 25Q: 3 clusters Score -1.727326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 131254 members 
Entering Unmasked Estep 
Score: -17273260.000000 Penalty: 5846.641113
	Iteration 26Q: 3 clusters Score -1.727326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -17273262.000000 Penalty: 5846.641113
	Iteration 27Q: 3 clusters Score -1.727326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -17273258.000000 Penalty: 5846.641113
	Iteration 28Q: 3 clusters Score -1.727326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -17273264.000000 Penalty: 5846.641113
	Iteration 29Q: 3 clusters Score -1.727326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 5846.641113
	Iteration 30Q: 3 clusters Score -1.727327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 5846.641113
	Iteration 31F: 3 clusters Score -1.727327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Entering Unmasked Estep 
Score: -16194042.000000 Penalty: 2902.905273
	Iteration 0F: 2 clusters Score -1.619404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -16113339.000000 Penalty: 5805.810547
	Iteration 0F: 3 clusters Score -1.611334e+07 nChanged 57653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -16146528.000000 Penalty: 5805.810547
	Iteration 1F: 3 clusters Score -1.614653e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -16147536.000000 Penalty: 5805.810547
	Iteration 2Q: 3 clusters Score -1.614754e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -16148884.000000 Penalty: 5805.810547
	Iteration 3Q: 3 clusters Score -1.614888e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -16151372.000000 Penalty: 5805.810547
	Iteration 4Q: 3 clusters Score -1.615137e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -16156088.000000 Penalty: 5805.810547
	Iteration 5F: 3 clusters Score -1.615609e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -16163886.000000 Penalty: 5805.810547
	Iteration 6F: 3 clusters Score -1.616389e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -16174678.000000 Penalty: 5805.810547
	Iteration 7F: 3 clusters Score -1.617468e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -16184283.000000 Penalty: 5805.810547
	Iteration 8F: 3 clusters Score -1.618428e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -16189246.000000 Penalty: 5805.810547
	Iteration 9Q: 3 clusters Score -1.618925e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 120364 members 
Entering Unmasked Estep 
Score: -16190840.000000 Penalty: 5805.810547
	Iteration 10Q: 3 clusters Score -1.619084e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -16191260.000000 Penalty: 5805.810547
	Iteration 11Q: 3 clusters Score -1.619126e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -16191447.000000 Penalty: 5805.810547
	Iteration 12Q: 3 clusters Score -1.619145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -16191497.000000 Penalty: 5805.810547
	Iteration 13Q: 3 clusters Score -1.61915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -16191558.000000 Penalty: 5805.810547
	Iteration 14Q: 3 clusters Score -1.619156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -16191588.000000 Penalty: 5805.810547
	Iteration 15Q: 3 clusters Score -1.619159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 120885 members 
Entering Unmasked Estep 
Score: -16191588.000000 Penalty: 5805.810547
	Iteration 16Q: 3 clusters Score -1.619159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -16191610.000000 Penalty: 5805.810547
	Iteration 17Q: 3 clusters Score -1.619161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -16191616.000000 Penalty: 5805.810547
	Iteration 18Q: 3 clusters Score -1.619162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -16191632.000000 Penalty: 5805.810547
	Iteration 19Q: 3 clusters Score -1.619163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -16191630.000000 Penalty: 5805.810547
	Iteration 20F: 3 clusters Score -1.619163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -16191637.000000 Penalty: 5805.810547
	Iteration 21Q: 3 clusters Score -1.619164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -16191636.000000 Penalty: 5805.810547
	Iteration 22Q: 3 clusters Score -1.619164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -16191635.000000 Penalty: 5805.810547
	Iteration 23Q: 3 clusters Score -1.619164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -16191641.000000 Penalty: 5805.810547
	Iteration 24Q: 3 clusters Score -1.619164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -16191641.000000 Penalty: 5805.810547
	Iteration 25F: 3 clusters Score -1.619164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1656685.250000 Penalty: 2332.420166
	Iteration 0F: 2 clusters Score -1656685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1647616.250000 Penalty: 4664.840332
	Iteration 0F: 3 clusters Score -1647616 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1650295.125000 Penalty: 4664.840332
	Iteration 1F: 3 clusters Score -1650295 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1650633.000000 Penalty: 4664.840332
	Iteration 2F: 3 clusters Score -1650633 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1650900.500000 Penalty: 4664.840332
	Iteration 3F: 3 clusters Score -1650900 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1651121.750000 Penalty: 4664.840332
	Iteration 4Q: 3 clusters Score -1651122 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1651316.250000 Penalty: 4664.840332
	Iteration 5Q: 3 clusters Score -1651316 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1651517.375000 Penalty: 4664.840332
	Iteration 6Q: 3 clusters Score -1651517 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1651756.750000 Penalty: 4664.840332
	Iteration 7Q: 3 clusters Score -1651757 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1652037.125000 Penalty: 4664.840332
	Iteration 8Q: 3 clusters Score -1652037 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1652376.125000 Penalty: 4664.840332
	Iteration 9Q: 3 clusters Score -1652376 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1652712.625000 Penalty: 4664.840332
	Iteration 10Q: 3 clusters Score -1652713 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1653041.250000 Penalty: 4664.840332
	Iteration 11Q: 3 clusters Score -1653041 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1653376.875000 Penalty: 4664.840332
	Iteration 12Q: 3 clusters Score -1653377 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1653694.875000 Penalty: 4664.840332
	Iteration 13Q: 3 clusters Score -1653695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1653945.875000 Penalty: 4664.840332
	Iteration 14Q: 3 clusters Score -1653946 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1654158.125000 Penalty: 4664.840332
	Iteration 15Q: 3 clusters Score -1654158 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1654300.625000 Penalty: 4664.840332
	Iteration 16Q: 3 clusters Score -1654301 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1654400.500000 Penalty: 4664.840332
	Iteration 17Q: 3 clusters Score -1654400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1654466.250000 Penalty: 4664.840332
	Iteration 18Q: 3 clusters Score -1654466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1654515.750000 Penalty: 4664.840332
	Iteration 19Q: 3 clusters Score -1654516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1654552.875000 Penalty: 4664.840332
	Iteration 20F: 3 clusters Score -1654553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1654564.750000 Penalty: 4664.840332
	Iteration 21Q: 3 clusters Score -1654565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1654575.000000 Penalty: 4664.840332
	Iteration 22Q: 3 clusters Score -1654575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1654585.375000 Penalty: 4664.840332
	Iteration 23Q: 3 clusters Score -1654585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1654596.375000 Penalty: 4664.840332
	Iteration 24Q: 3 clusters Score -1654596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1654606.250000 Penalty: 4664.840332
	Iteration 25Q: 3 clusters Score -1654606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1654611.125000 Penalty: 4664.840332
	Iteration 26Q: 3 clusters Score -1654611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1654614.250000 Penalty: 4664.840332
	Iteration 27Q: 3 clusters Score -1654614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1654615.750000 Penalty: 4664.840332
	Iteration 28Q: 3 clusters Score -1654616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1654618.750000 Penalty: 4664.840332
	Iteration 29Q: 3 clusters Score -1654619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1654621.500000 Penalty: 4664.840332
	Iteration 30Q: 3 clusters Score -1654622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1654624.875000 Penalty: 4664.840332
	Iteration 31Q: 3 clusters Score -1654625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1654624.875000 Penalty: 4664.840332
	Iteration 32F: 3 clusters Score -1654625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (232914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232914 members 
Entering Unmasked Estep 
Score: -31161722.000000 Penalty: 3064.889160
	Iteration 0F: 2 clusters Score -3.116172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -31023796.000000 Penalty: 6129.778320
	Iteration 0F: 3 clusters Score -3.10238e+07 nChanged 111963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -31089982.000000 Penalty: 6129.778320
	Iteration 1F: 3 clusters Score -3.108998e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -31091260.000000 Penalty: 6129.778320
	Iteration 2Q: 3 clusters Score -3.109126e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -31092940.000000 Penalty: 6129.778320
	Iteration 3Q: 3 clusters Score -3.109294e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -31094716.000000 Penalty: 6129.778320
	Iteration 4Q: 3 clusters Score -3.109472e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -31097166.000000 Penalty: 6129.778320
	Iteration 5Q: 3 clusters Score -3.109717e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 127262 members 
Entering Unmasked Estep 
Score: -31100522.000000 Penalty: 6129.778320
	Iteration 6Q: 3 clusters Score -3.110052e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 132164 members 
Entering Unmasked Estep 
Score: -31105006.000000 Penalty: 6129.778320
	Iteration 7Q: 3 clusters Score -3.110501e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -31110728.000000 Penalty: 6129.778320
	Iteration 8Q: 3 clusters Score -3.111073e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -31117508.000000 Penalty: 6129.778320
	Iteration 9F: 3 clusters Score -3.111751e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -31124738.000000 Penalty: 6129.778320
	Iteration 10F: 3 clusters Score -3.112474e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -31131530.000000 Penalty: 6129.778320
	Iteration 11F: 3 clusters Score -3.113153e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -31136818.000000 Penalty: 6129.778320
	Iteration 12Q: 3 clusters Score -3.113682e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -31140170.000000 Penalty: 6129.778320
	Iteration 13Q: 3 clusters Score -3.114017e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 177647 members 
Entering Unmasked Estep 
Score: -31142294.000000 Penalty: 6129.778320
	Iteration 14Q: 3 clusters Score -3.114229e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 180743 members 
Entering Unmasked Estep 
Score: -31143150.000000 Penalty: 6129.778320
	Iteration 15Q: 3 clusters Score -3.114315e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
Score: -31143804.000000 Penalty: 6129.778320
	Iteration 16Q: 3 clusters Score -3.11438e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 185907 members 
Entering Unmasked Estep 
Score: -31144300.000000 Penalty: 6129.778320
	Iteration 17Q: 3 clusters Score -3.11443e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 188247 members 
Entering Unmasked Estep 
Score: -31144576.000000 Penalty: 6129.778320
	Iteration 18Q: 3 clusters Score -3.114458e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 190513 members 
Entering Unmasked Estep 
Score: -31145064.000000 Penalty: 6129.778320
	Iteration 19Q: 3 clusters Score -3.114506e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -31145506.000000 Penalty: 6129.778320
	Iteration 20F: 3 clusters Score -3.114551e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 194963 members 
Entering Unmasked Estep 
Score: -31146074.000000 Penalty: 6129.778320
	Iteration 21Q: 3 clusters Score -3.114607e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 197167 members 
Entering Unmasked Estep 
Score: -31146734.000000 Penalty: 6129.778320
	Iteration 22Q: 3 clusters Score -3.114673e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 199289 members 
Entering Unmasked Estep 
Score: -31147164.000000 Penalty: 6129.778320
	Iteration 23Q: 3 clusters Score -3.114716e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 201347 members 
Entering Unmasked Estep 
Score: -31147598.000000 Penalty: 6129.778320
	Iteration 24Q: 3 clusters Score -3.11476e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 203363 members 
Entering Unmasked Estep 
Score: -31148182.000000 Penalty: 6129.778320
	Iteration 25Q: 3 clusters Score -3.114818e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 205334 members 
Entering Unmasked Estep 
Score: -31148600.000000 Penalty: 6129.778320
	Iteration 26Q: 3 clusters Score -3.11486e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 207279 members 
Entering Unmasked Estep 
Score: -31149052.000000 Penalty: 6129.778320
	Iteration 27Q: 3 clusters Score -3.114905e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 209199 members 
Entering Unmasked Estep 
Score: -31149850.000000 Penalty: 6129.778320
	Iteration 28Q: 3 clusters Score -3.114985e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 211070 members 
Entering Unmasked Estep 
Score: -31150430.000000 Penalty: 6129.778320
	Iteration 29Q: 3 clusters Score -3.115043e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 212917 members 
Entering Unmasked Estep 
Score: -31150982.000000 Penalty: 6129.778320
	Iteration 30Q: 3 clusters Score -3.115098e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 214709 members 
Entering Unmasked Estep 
Score: -31151770.000000 Penalty: 6129.778320
	Iteration 31Q: 3 clusters Score -3.115177e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 216470 members 
Entering Unmasked Estep 
Score: -31152500.000000 Penalty: 6129.778320
	Iteration 32Q: 3 clusters Score -3.11525e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 218119 members 
Entering Unmasked Estep 
Score: -31153142.000000 Penalty: 6129.778320
	Iteration 33Q: 3 clusters Score -3.115314e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 219735 members 
Entering Unmasked Estep 
Score: -31153812.000000 Penalty: 6129.778320
	Iteration 34Q: 3 clusters Score -3.115381e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 221291 members 
Entering Unmasked Estep 
Score: -31154580.000000 Penalty: 6129.778320
	Iteration 35Q: 3 clusters Score -3.115458e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 222789 members 
Entering Unmasked Estep 
Score: -31155462.000000 Penalty: 6129.778320
	Iteration 36Q: 3 clusters Score -3.115546e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 224176 members 
Entering Unmasked Estep 
Score: -31156204.000000 Penalty: 6129.778320
	Iteration 37Q: 3 clusters Score -3.11562e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 225404 members 
Entering Unmasked Estep 
Score: -31156948.000000 Penalty: 6129.778320
	Iteration 38Q: 3 clusters Score -3.115695e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 226532 members 
Entering Unmasked Estep 
Score: -31157556.000000 Penalty: 6129.778320
	Iteration 39Q: 3 clusters Score -3.115756e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 227496 members 
Entering Unmasked Estep 
Score: -31158140.000000 Penalty: 6129.778320
	Iteration 40F: 3 clusters Score -3.115814e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 228330 members 
Entering Unmasked Estep 
Score: -31158594.000000 Penalty: 6129.778320
	Iteration 41Q: 3 clusters Score -3.115859e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 229023 members 
Entering Unmasked Estep 
Score: -31159042.000000 Penalty: 6129.778320
	Iteration 42Q: 3 clusters Score -3.115904e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 229605 members 
Entering Unmasked Estep 
Score: -31159460.000000 Penalty: 6129.778320
	Iteration 43Q: 3 clusters Score -3.115946e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 229998 members 
Entering Unmasked Estep 
Score: -31159652.000000 Penalty: 6129.778320
	Iteration 44Q: 3 clusters Score -3.115965e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 230287 members 
Entering Unmasked Estep 
Score: -31159706.000000 Penalty: 6129.778320
	Iteration 45Q: 3 clusters Score -3.115971e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 230518 members 
Entering Unmasked Estep 
Score: -31159754.000000 Penalty: 6129.778320
	Iteration 46Q: 3 clusters Score -3.115975e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 230659 members 
Entering Unmasked Estep 
Score: -31159828.000000 Penalty: 6129.778320
	Iteration 47Q: 3 clusters Score -3.115983e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 230791 members 
Entering Unmasked Estep 
Score: -31159868.000000 Penalty: 6129.778320
	Iteration 48Q: 3 clusters Score -3.115987e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 230888 members 
Entering Unmasked Estep 
Score: -31159862.000000 Penalty: 6129.778320
	Iteration 49Q: 3 clusters Score -3.115986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 230962 members 
Entering Unmasked Estep 
Score: -31159934.000000 Penalty: 6129.778320
	Iteration 50Q: 3 clusters Score -3.115993e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 231028 members 
Entering Unmasked Estep 
Score: -31159924.000000 Penalty: 6129.778320
	Iteration 51Q: 3 clusters Score -3.115992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 231074 members 
Entering Unmasked Estep 
Score: -31159948.000000 Penalty: 6129.778320
	Iteration 52Q: 3 clusters Score -3.115995e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 231122 members 
Entering Unmasked Estep 
Score: -31159960.000000 Penalty: 6129.778320
	Iteration 53Q: 3 clusters Score -3.115996e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 231151 members 
Entering Unmasked Estep 
Score: -31159970.000000 Penalty: 6129.778320
	Iteration 54Q: 3 clusters Score -3.115997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 231180 members 
Entering Unmasked Estep 
Score: -31159990.000000 Penalty: 6129.778320
	Iteration 55Q: 3 clusters Score -3.115999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 231208 members 
Entering Unmasked Estep 
Score: -31159998.000000 Penalty: 6129.778320
	Iteration 56Q: 3 clusters Score -3.116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 231230 members 
Entering Unmasked Estep 
Score: -31160058.000000 Penalty: 6129.778320
	Iteration 57Q: 3 clusters Score -3.116006e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 231257 members 
Entering Unmasked Estep 
Score: -31160086.000000 Penalty: 6129.778320
	Iteration 58Q: 3 clusters Score -3.116009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 231273 members 
Entering Unmasked Estep 
Score: -31160120.000000 Penalty: 6129.778320
	Iteration 59Q: 3 clusters Score -3.116012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 231289 members 
Entering Unmasked Estep 
Score: -31160082.000000 Penalty: 6129.778320
	Iteration 60F: 3 clusters Score -3.116008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 231305 members 
Entering Unmasked Estep 
Score: -31160108.000000 Penalty: 6129.778320
	Iteration 61Q: 3 clusters Score -3.116011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 231321 members 
Entering Unmasked Estep 
Score: -31160100.000000 Penalty: 6129.778320
	Iteration 62Q: 3 clusters Score -3.11601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 231329 members 
Entering Unmasked Estep 
Score: -31160100.000000 Penalty: 6129.778320
	Iteration 63Q: 3 clusters Score -3.11601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 231339 members 
Entering Unmasked Estep 
Score: -31160104.000000 Penalty: 6129.778320
	Iteration 64Q: 3 clusters Score -3.11601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 231347 members 
Entering Unmasked Estep 
Score: -31160126.000000 Penalty: 6129.778320
	Iteration 65Q: 3 clusters Score -3.116013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 231355 members 
Entering Unmasked Estep 
Score: -31160120.000000 Penalty: 6129.778320
	Iteration 66Q: 3 clusters Score -3.116012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 231359 members 
Entering Unmasked Estep 
Score: -31160098.000000 Penalty: 6129.778320
	Iteration 67Q: 3 clusters Score -3.11601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 231362 members 
Entering Unmasked Estep 
Score: -31160110.000000 Penalty: 6129.778320
	Iteration 68Q: 3 clusters Score -3.116011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -31160112.000000 Penalty: 6129.778320
	Iteration 69Q: 3 clusters Score -3.116011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 231368 members 
Entering Unmasked Estep 
Score: -31160112.000000 Penalty: 6129.778320
	Iteration 70Q: 3 clusters Score -3.116011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 231370 members 
Entering Unmasked Estep 
Score: -31160094.000000 Penalty: 6129.778320
	Iteration 71Q: 3 clusters Score -3.116009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 231373 members 
Entering Unmasked Estep 
Score: -31160092.000000 Penalty: 6129.778320
	Iteration 72Q: 3 clusters Score -3.116009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 231375 members 
Entering Unmasked Estep 
Score: -31160096.000000 Penalty: 6129.778320
	Iteration 73Q: 3 clusters Score -3.11601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 231376 members 
Entering Unmasked Estep 
Score: -31160104.000000 Penalty: 6129.778320
	Iteration 74Q: 3 clusters Score -3.11601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 231376 members 
Entering Unmasked Estep 
Score: -31160104.000000 Penalty: 6129.778320
	Iteration 75F: 3 clusters Score -3.11601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Entering Unmasked Estep 
Score: -20604244.000000 Penalty: 2964.900391
	Iteration 0F: 2 clusters Score -2.060424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -20503610.000000 Penalty: 5929.800781
	Iteration 0F: 3 clusters Score -2.050361e+07 nChanged 74514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -20546844.000000 Penalty: 5929.800781
	Iteration 1F: 3 clusters Score -2.054684e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -20548138.000000 Penalty: 5929.800781
	Iteration 2Q: 3 clusters Score -2.054814e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -20549738.000000 Penalty: 5929.800781
	Iteration 3Q: 3 clusters Score -2.054974e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -20551646.000000 Penalty: 5929.800781
	Iteration 4Q: 3 clusters Score -2.055165e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -20554208.000000 Penalty: 5929.800781
	Iteration 5Q: 3 clusters Score -2.055421e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -20557160.000000 Penalty: 5929.800781
	Iteration 6Q: 3 clusters Score -2.055716e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -20560314.000000 Penalty: 5929.800781
	Iteration 7F: 3 clusters Score -2.056031e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -20563886.000000 Penalty: 5929.800781
	Iteration 8F: 3 clusters Score -2.056389e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -20567796.000000 Penalty: 5929.800781
	Iteration 9F: 3 clusters Score -2.05678e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 111619 members 
Entering Unmasked Estep 
Score: -20572036.000000 Penalty: 5929.800781
	Iteration 10F: 3 clusters Score -2.057204e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -20577252.000000 Penalty: 5929.800781
	Iteration 11F: 3 clusters Score -2.057725e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 127547 members 
Entering Unmasked Estep 
Score: -20583518.000000 Penalty: 5929.800781
	Iteration 12F: 3 clusters Score -2.058352e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -20589366.000000 Penalty: 5929.800781
	Iteration 13F: 3 clusters Score -2.058937e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -20593998.000000 Penalty: 5929.800781
	Iteration 14Q: 3 clusters Score -2.0594e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -20597086.000000 Penalty: 5929.800781
	Iteration 15Q: 3 clusters Score -2.059709e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 149932 members 
Entering Unmasked Estep 
Score: -20599056.000000 Penalty: 5929.800781
	Iteration 16Q: 3 clusters Score -2.059906e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -20600134.000000 Penalty: 5929.800781
	Iteration 17Q: 3 clusters Score -2.060013e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -20600802.000000 Penalty: 5929.800781
	Iteration 18Q: 3 clusters Score -2.06008e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 153699 members 
Entering Unmasked Estep 
Score: -20601128.000000 Penalty: 5929.800781
	Iteration 19Q: 3 clusters Score -2.060113e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 154115 members 
Entering Unmasked Estep 
Score: -20601382.000000 Penalty: 5929.800781
	Iteration 20F: 3 clusters Score -2.060138e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -20601504.000000 Penalty: 5929.800781
	Iteration 21Q: 3 clusters Score -2.06015e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -20601622.000000 Penalty: 5929.800781
	Iteration 22Q: 3 clusters Score -2.060162e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -20601708.000000 Penalty: 5929.800781
	Iteration 23Q: 3 clusters Score -2.060171e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -20601722.000000 Penalty: 5929.800781
	Iteration 24Q: 3 clusters Score -2.060172e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -20601738.000000 Penalty: 5929.800781
	Iteration 25Q: 3 clusters Score -2.060174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -20601766.000000 Penalty: 5929.800781
	Iteration 26Q: 3 clusters Score -2.060177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -20601766.000000 Penalty: 5929.800781
	Iteration 27Q: 3 clusters Score -2.060177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -20601802.000000 Penalty: 5929.800781
	Iteration 28Q: 3 clusters Score -2.06018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -20601818.000000 Penalty: 5929.800781
	Iteration 29Q: 3 clusters Score -2.060182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -20601844.000000 Penalty: 5929.800781
	Iteration 30Q: 3 clusters Score -2.060184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -20601838.000000 Penalty: 5929.800781
	Iteration 31Q: 3 clusters Score -2.060184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -20601842.000000 Penalty: 5929.800781
	Iteration 32Q: 3 clusters Score -2.060184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -20601848.000000 Penalty: 5929.800781
	Iteration 33Q: 3 clusters Score -2.060185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -20601858.000000 Penalty: 5929.800781
	Iteration 34Q: 3 clusters Score -2.060186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -20601880.000000 Penalty: 5929.800781
	Iteration 35Q: 3 clusters Score -2.060188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -20601874.000000 Penalty: 5929.800781
	Iteration 36Q: 3 clusters Score -2.060187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -20601874.000000 Penalty: 5929.800781
	Iteration 37F: 3 clusters Score -2.060187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Entering Unmasked Estep 
Score: -3921797.250000 Penalty: 2554.544922
	Iteration 0F: 2 clusters Score -3921797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3901283.500000 Penalty: 5109.089844
	Iteration 0F: 3 clusters Score -3901284 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3908656.250000 Penalty: 5109.089844
	Iteration 1F: 3 clusters Score -3908656 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3909167.500000 Penalty: 5109.089844
	Iteration 2Q: 3 clusters Score -3909168 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3909625.750000 Penalty: 5109.089844
	Iteration 3Q: 3 clusters Score -3909626 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3910126.500000 Penalty: 5109.089844
	Iteration 4Q: 3 clusters Score -3910126 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3910741.500000 Penalty: 5109.089844
	Iteration 5Q: 3 clusters Score -3910742 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3911519.250000 Penalty: 5109.089844
	Iteration 6F: 3 clusters Score -3911519 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3912567.250000 Penalty: 5109.089844
	Iteration 7F: 3 clusters Score -3912567 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3913783.250000 Penalty: 5109.089844
	Iteration 8F: 3 clusters Score -3913783 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3915128.750000 Penalty: 5109.089844
	Iteration 9F: 3 clusters Score -3915129 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3916384.000000 Penalty: 5109.089844
	Iteration 10F: 3 clusters Score -3916384 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3917586.000000 Penalty: 5109.089844
	Iteration 11Q: 3 clusters Score -3917586 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3918414.250000 Penalty: 5109.089844
	Iteration 12Q: 3 clusters Score -3918414 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3918905.250000 Penalty: 5109.089844
	Iteration 13Q: 3 clusters Score -3918905 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3919182.000000 Penalty: 5109.089844
	Iteration 14Q: 3 clusters Score -3919182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3919318.750000 Penalty: 5109.089844
	Iteration 15Q: 3 clusters Score -3919319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3919428.000000 Penalty: 5109.089844
	Iteration 16Q: 3 clusters Score -3919428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3919499.250000 Penalty: 5109.089844
	Iteration 17Q: 3 clusters Score -3919499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3919549.250000 Penalty: 5109.089844
	Iteration 18Q: 3 clusters Score -3919549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3919590.000000 Penalty: 5109.089844
	Iteration 19Q: 3 clusters Score -3919590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3919628.500000 Penalty: 5109.089844
	Iteration 20F: 3 clusters Score -3919628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3919638.500000 Penalty: 5109.089844
	Iteration 21Q: 3 clusters Score -3919638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3919647.750000 Penalty: 5109.089844
	Iteration 22Q: 3 clusters Score -3919648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3919652.000000 Penalty: 5109.089844
	Iteration 23Q: 3 clusters Score -3919652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3919656.250000 Penalty: 5109.089844
	Iteration 24Q: 3 clusters Score -3919656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3919667.500000 Penalty: 5109.089844
	Iteration 25Q: 3 clusters Score -3919668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3919668.000000 Penalty: 5109.089844
	Iteration 26Q: 3 clusters Score -3919668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3919666.500000 Penalty: 5109.089844
	Iteration 27Q: 3 clusters Score -3919666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3919672.500000 Penalty: 5109.089844
	Iteration 28Q: 3 clusters Score -3919672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3919673.250000 Penalty: 5109.089844
	Iteration 29Q: 3 clusters Score -3919673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3919683.000000 Penalty: 5109.089844
	Iteration 30Q: 3 clusters Score -3919683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3919684.000000 Penalty: 5109.089844
	Iteration 31Q: 3 clusters Score -3919684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3919687.500000 Penalty: 5109.089844
	Iteration 32Q: 3 clusters Score -3919688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3919688.250000 Penalty: 5109.089844
	Iteration 33Q: 3 clusters Score -3919688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3919684.500000 Penalty: 5109.089844
	Iteration 34Q: 3 clusters Score -3919684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3919685.750000 Penalty: 5109.089844
	Iteration 35Q: 3 clusters Score -3919686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3919691.000000 Penalty: 5109.089844
	Iteration 36Q: 3 clusters Score -3919691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3919689.000000 Penalty: 5109.089844
	Iteration 37Q: 3 clusters Score -3919689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3919689.000000 Penalty: 5109.089844
	Iteration 38F: 3 clusters Score -3919689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -954533.812500 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -954533.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -948049.562500 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -948049.6 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -949976.312500 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -949976.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -950491.062500 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -950491.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -951004.125000 Penalty: 4457.711426
	Iteration 3F: 3 clusters Score -951004.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -951538.625000 Penalty: 4457.711426
	Iteration 4F: 3 clusters Score -951538.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -952011.500000 Penalty: 4457.711426
	Iteration 5F: 3 clusters Score -952011.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -952386.625000 Penalty: 4457.711426
	Iteration 6F: 3 clusters Score -952386.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -952629.000000 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -952629 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -952794.687500 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -952794.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -952906.750000 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -952906.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -952977.187500 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -952977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -953032.562500 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -953032.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -953078.812500 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -953078.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -953109.312500 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -953109.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -953135.500000 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -953135.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -953155.937500 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -953155.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -953174.000000 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -953174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -953184.687500 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -953184.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -953202.000000 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -953202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -953212.000000 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -953212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -953223.875000 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -953223.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -953233.937500 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -953233.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -953241.500000 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -953241.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -953253.125000 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -953253.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -953260.875000 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -953260.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -953263.125000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -953263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -953265.062500 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -953265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -953265.000000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -953265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -953269.187500 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -953269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -953271.125000 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -953271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -953273.500000 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -953273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -953272.562500 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -953272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -953273.750000 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -953273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -953275.875000 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -953275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -953277.000000 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -953277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -953277.500000 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -953277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -953276.625000 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -953276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -953278.562500 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -953278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -953279.500000 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -953279.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -953283.125000 Penalty: 4457.711426
	Iteration 39Q: 3 clusters Score -953283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -953288.312500 Penalty: 4457.711426
	Iteration 40F: 3 clusters Score -953288.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -953292.000000 Penalty: 4457.711426
	Iteration 41Q: 3 clusters Score -953292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -953293.312500 Penalty: 4457.711426
	Iteration 42Q: 3 clusters Score -953293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -953295.500000 Penalty: 4457.711426
	Iteration 43Q: 3 clusters Score -953295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -953296.562500 Penalty: 4457.711426
	Iteration 44Q: 3 clusters Score -953296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -953299.000000 Penalty: 4457.711426
	Iteration 45Q: 3 clusters Score -953299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -953300.312500 Penalty: 4457.711426
	Iteration 46Q: 3 clusters Score -953300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -953300.625000 Penalty: 4457.711426
	Iteration 47Q: 3 clusters Score -953300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -953302.250000 Penalty: 4457.711426
	Iteration 48Q: 3 clusters Score -953302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -953305.375000 Penalty: 4457.711426
	Iteration 49Q: 3 clusters Score -953305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -953307.250000 Penalty: 4457.711426
	Iteration 50Q: 3 clusters Score -953307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -953307.750000 Penalty: 4457.711426
	Iteration 51Q: 3 clusters Score -953307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -953309.500000 Penalty: 4457.711426
	Iteration 52Q: 3 clusters Score -953309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -953308.875000 Penalty: 4457.711426
	Iteration 53Q: 3 clusters Score -953308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -953309.187500 Penalty: 4457.711426
	Iteration 54Q: 3 clusters Score -953309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -953309.875000 Penalty: 4457.711426
	Iteration 55Q: 3 clusters Score -953309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -953309.125000 Penalty: 4457.711426
	Iteration 56Q: 3 clusters Score -953309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -953309.437500 Penalty: 4457.711426
	Iteration 57Q: 3 clusters Score -953309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -953311.375000 Penalty: 4457.711426
	Iteration 58Q: 3 clusters Score -953311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -953312.875000 Penalty: 4457.711426
	Iteration 59Q: 3 clusters Score -953312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -953312.312500 Penalty: 4457.711426
	Iteration 60F: 3 clusters Score -953312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -953314.062500 Penalty: 4457.711426
	Iteration 61Q: 3 clusters Score -953314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -953314.375000 Penalty: 4457.711426
	Iteration 62Q: 3 clusters Score -953314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -953318.937500 Penalty: 4457.711426
	Iteration 63Q: 3 clusters Score -953318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -953321.500000 Penalty: 4457.711426
	Iteration 64Q: 3 clusters Score -953321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -953323.625000 Penalty: 4457.711426
	Iteration 65Q: 3 clusters Score -953323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -953323.562500 Penalty: 4457.711426
	Iteration 66Q: 3 clusters Score -953323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -953324.125000 Penalty: 4457.711426
	Iteration 67Q: 3 clusters Score -953324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -953324.000000 Penalty: 4457.711426
	Iteration 68Q: 3 clusters Score -953324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -953324.000000 Penalty: 4457.711426
	Iteration 69Q: 3 clusters Score -953324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -953324.250000 Penalty: 4457.711426
	Iteration 70Q: 3 clusters Score -953324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -953324.250000 Penalty: 4457.711426
	Iteration 71F: 3 clusters Score -953324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -952567.312500 Penalty: 2217.438477
	Iteration 0F: 2 clusters Score -952567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -946372.312500 Penalty: 4434.876953
	Iteration 0F: 3 clusters Score -946372.3 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -947961.937500 Penalty: 4434.876953
	Iteration 1F: 3 clusters Score -947961.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -948272.312500 Penalty: 4434.876953
	Iteration 2F: 3 clusters Score -948272.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -948549.125000 Penalty: 4434.876953
	Iteration 3F: 3 clusters Score -948549.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -948885.125000 Penalty: 4434.876953
	Iteration 4F: 3 clusters Score -948885.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -949373.250000 Penalty: 4434.876953
	Iteration 5F: 3 clusters Score -949373.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -949961.000000 Penalty: 4434.876953
	Iteration 6F: 3 clusters Score -949961 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -950624.562500 Penalty: 4434.876953
	Iteration 7F: 3 clusters Score -950624.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -951104.062500 Penalty: 4434.876953
	Iteration 8F: 3 clusters Score -951104.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -951382.000000 Penalty: 4434.876953
	Iteration 9Q: 3 clusters Score -951382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -951539.125000 Penalty: 4434.876953
	Iteration 10Q: 3 clusters Score -951539.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -951628.312500 Penalty: 4434.876953
	Iteration 11Q: 3 clusters Score -951628.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -951686.875000 Penalty: 4434.876953
	Iteration 12Q: 3 clusters Score -951686.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -951725.000000 Penalty: 4434.876953
	Iteration 13Q: 3 clusters Score -951725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -951750.437500 Penalty: 4434.876953
	Iteration 14Q: 3 clusters Score -951750.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -951767.125000 Penalty: 4434.876953
	Iteration 15Q: 3 clusters Score -951767.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -951781.687500 Penalty: 4434.876953
	Iteration 16Q: 3 clusters Score -951781.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -951788.375000 Penalty: 4434.876953
	Iteration 17Q: 3 clusters Score -951788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -951793.437500 Penalty: 4434.876953
	Iteration 18Q: 3 clusters Score -951793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -951798.750000 Penalty: 4434.876953
	Iteration 19Q: 3 clusters Score -951798.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -951802.312500 Penalty: 4434.876953
	Iteration 20F: 3 clusters Score -951802.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -951805.875000 Penalty: 4434.876953
	Iteration 21Q: 3 clusters Score -951805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -951804.625000 Penalty: 4434.876953
	Iteration 22Q: 3 clusters Score -951804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -951804.625000 Penalty: 4434.876953
	Iteration 23F: 3 clusters Score -951804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Entering Unmasked Estep 
Score: -1965640.250000 Penalty: 2385.923828
	Iteration 0F: 2 clusters Score -1965640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1954732.875000 Penalty: 4771.847656
	Iteration 0F: 3 clusters Score -1954733 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1958217.125000 Penalty: 4771.847656
	Iteration 1F: 3 clusters Score -1958217 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1958715.750000 Penalty: 4771.847656
	Iteration 2F: 3 clusters Score -1958716 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1959243.250000 Penalty: 4771.847656
	Iteration 3F: 3 clusters Score -1959243 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1959843.875000 Penalty: 4771.847656
	Iteration 4F: 3 clusters Score -1959844 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1960418.125000 Penalty: 4771.847656
	Iteration 5F: 3 clusters Score -1960418 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1961032.500000 Penalty: 4771.847656
	Iteration 6F: 3 clusters Score -1961032 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1961680.125000 Penalty: 4771.847656
	Iteration 7F: 3 clusters Score -1961680 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1962252.875000 Penalty: 4771.847656
	Iteration 8F: 3 clusters Score -1962253 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1962689.750000 Penalty: 4771.847656
	Iteration 9Q: 3 clusters Score -1962690 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1962982.000000 Penalty: 4771.847656
	Iteration 10Q: 3 clusters Score -1962982 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1963152.500000 Penalty: 4771.847656
	Iteration 11Q: 3 clusters Score -1963152 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1963264.250000 Penalty: 4771.847656
	Iteration 12Q: 3 clusters Score -1963264 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1963318.500000 Penalty: 4771.847656
	Iteration 13Q: 3 clusters Score -1963318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1963346.375000 Penalty: 4771.847656
	Iteration 14Q: 3 clusters Score -1963346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1963374.250000 Penalty: 4771.847656
	Iteration 15Q: 3 clusters Score -1963374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1963399.875000 Penalty: 4771.847656
	Iteration 16Q: 3 clusters Score -1963400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1963419.750000 Penalty: 4771.847656
	Iteration 17Q: 3 clusters Score -1963420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1963426.000000 Penalty: 4771.847656
	Iteration 18Q: 3 clusters Score -1963426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1963440.500000 Penalty: 4771.847656
	Iteration 19Q: 3 clusters Score -1963440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1963451.875000 Penalty: 4771.847656
	Iteration 20F: 3 clusters Score -1963452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1963457.750000 Penalty: 4771.847656
	Iteration 21Q: 3 clusters Score -1963458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1963463.500000 Penalty: 4771.847656
	Iteration 22Q: 3 clusters Score -1963464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1963480.750000 Penalty: 4771.847656
	Iteration 23Q: 3 clusters Score -1963481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1963495.500000 Penalty: 4771.847656
	Iteration 24Q: 3 clusters Score -1963496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1963521.000000 Penalty: 4771.847656
	Iteration 25Q: 3 clusters Score -1963521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1963545.250000 Penalty: 4771.847656
	Iteration 26Q: 3 clusters Score -1963545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1963573.250000 Penalty: 4771.847656
	Iteration 27Q: 3 clusters Score -1963573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1963614.375000 Penalty: 4771.847656
	Iteration 28Q: 3 clusters Score -1963614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1963650.750000 Penalty: 4771.847656
	Iteration 29Q: 3 clusters Score -1963651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1963676.750000 Penalty: 4771.847656
	Iteration 30Q: 3 clusters Score -1963677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1963700.625000 Penalty: 4771.847656
	Iteration 31Q: 3 clusters Score -1963701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1963712.250000 Penalty: 4771.847656
	Iteration 32Q: 3 clusters Score -1963712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1963723.000000 Penalty: 4771.847656
	Iteration 33Q: 3 clusters Score -1963723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1963731.500000 Penalty: 4771.847656
	Iteration 34Q: 3 clusters Score -1963732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1963736.875000 Penalty: 4771.847656
	Iteration 35Q: 3 clusters Score -1963737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1963742.875000 Penalty: 4771.847656
	Iteration 36Q: 3 clusters Score -1963743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1963742.625000 Penalty: 4771.847656
	Iteration 37Q: 3 clusters Score -1963743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1963752.000000 Penalty: 4771.847656
	Iteration 38Q: 3 clusters Score -1963752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1963750.750000 Penalty: 4771.847656
	Iteration 39Q: 3 clusters Score -1963751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1963757.500000 Penalty: 4771.847656
	Iteration 40F: 3 clusters Score -1963758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1963759.625000 Penalty: 4771.847656
	Iteration 41Q: 3 clusters Score -1963760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1963760.875000 Penalty: 4771.847656
	Iteration 42Q: 3 clusters Score -1963761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1963761.625000 Penalty: 4771.847656
	Iteration 43Q: 3 clusters Score -1963762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1963763.125000 Penalty: 4771.847656
	Iteration 44Q: 3 clusters Score -1963763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1963764.500000 Penalty: 4771.847656
	Iteration 45Q: 3 clusters Score -1963764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1963763.375000 Penalty: 4771.847656
	Iteration 46Q: 3 clusters Score -1963763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1963765.375000 Penalty: 4771.847656
	Iteration 47Q: 3 clusters Score -1963765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1963768.750000 Penalty: 4771.847656
	Iteration 48Q: 3 clusters Score -1963769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1963773.750000 Penalty: 4771.847656
	Iteration 49Q: 3 clusters Score -1963774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1963776.000000 Penalty: 4771.847656
	Iteration 50Q: 3 clusters Score -1963776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1963781.125000 Penalty: 4771.847656
	Iteration 51Q: 3 clusters Score -1963781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1963788.875000 Penalty: 4771.847656
	Iteration 52Q: 3 clusters Score -1963789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1963790.375000 Penalty: 4771.847656
	Iteration 53Q: 3 clusters Score -1963790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1963786.875000 Penalty: 4771.847656
	Iteration 54Q: 3 clusters Score -1963787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1963786.625000 Penalty: 4771.847656
	Iteration 55Q: 3 clusters Score -1963787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1963791.750000 Penalty: 4771.847656
	Iteration 56Q: 3 clusters Score -1963792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1963789.125000 Penalty: 4771.847656
	Iteration 57Q: 3 clusters Score -1963789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1963791.125000 Penalty: 4771.847656
	Iteration 58Q: 3 clusters Score -1963791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1963797.250000 Penalty: 4771.847656
	Iteration 59Q: 3 clusters Score -1963797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1963799.875000 Penalty: 4771.847656
	Iteration 60F: 3 clusters Score -1963800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1963802.250000 Penalty: 4771.847656
	Iteration 61Q: 3 clusters Score -1963802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1963807.000000 Penalty: 4771.847656
	Iteration 62Q: 3 clusters Score -1963807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1963807.875000 Penalty: 4771.847656
	Iteration 63Q: 3 clusters Score -1963808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1963809.125000 Penalty: 4771.847656
	Iteration 64Q: 3 clusters Score -1963809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1963809.125000 Penalty: 4771.847656
	Iteration 65Q: 3 clusters Score -1963809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1963813.375000 Penalty: 4771.847656
	Iteration 66Q: 3 clusters Score -1963813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1963815.000000 Penalty: 4771.847656
	Iteration 67Q: 3 clusters Score -1963815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1963814.125000 Penalty: 4771.847656
	Iteration 68Q: 3 clusters Score -1963814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1963821.750000 Penalty: 4771.847656
	Iteration 69Q: 3 clusters Score -1963822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1963822.125000 Penalty: 4771.847656
	Iteration 70Q: 3 clusters Score -1963822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1963826.500000 Penalty: 4771.847656
	Iteration 71Q: 3 clusters Score -1963826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1963824.625000 Penalty: 4771.847656
	Iteration 72Q: 3 clusters Score -1963825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1963824.125000 Penalty: 4771.847656
	Iteration 73Q: 3 clusters Score -1963824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1963830.125000 Penalty: 4771.847656
	Iteration 74Q: 3 clusters Score -1963830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1963833.375000 Penalty: 4771.847656
	Iteration 75Q: 3 clusters Score -1963833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1963836.250000 Penalty: 4771.847656
	Iteration 76Q: 3 clusters Score -1963836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1963842.000000 Penalty: 4771.847656
	Iteration 77Q: 3 clusters Score -1963842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1963845.500000 Penalty: 4771.847656
	Iteration 78Q: 3 clusters Score -1963846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1963855.500000 Penalty: 4771.847656
	Iteration 79Q: 3 clusters Score -1963856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1963864.500000 Penalty: 4771.847656
	Iteration 80F: 3 clusters Score -1963864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1963873.875000 Penalty: 4771.847656
	Iteration 81Q: 3 clusters Score -1963874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1963886.250000 Penalty: 4771.847656
	Iteration 82Q: 3 clusters Score -1963886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1963895.625000 Penalty: 4771.847656
	Iteration 83Q: 3 clusters Score -1963896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1963902.250000 Penalty: 4771.847656
	Iteration 84Q: 3 clusters Score -1963902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1963918.500000 Penalty: 4771.847656
	Iteration 85Q: 3 clusters Score -1963918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1963930.125000 Penalty: 4771.847656
	Iteration 86Q: 3 clusters Score -1963930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1963939.125000 Penalty: 4771.847656
	Iteration 87Q: 3 clusters Score -1963939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1963959.375000 Penalty: 4771.847656
	Iteration 88Q: 3 clusters Score -1963959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1963975.875000 Penalty: 4771.847656
	Iteration 89Q: 3 clusters Score -1963976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1964000.375000 Penalty: 4771.847656
	Iteration 90Q: 3 clusters Score -1964000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1964029.375000 Penalty: 4771.847656
	Iteration 91Q: 3 clusters Score -1964029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1964051.750000 Penalty: 4771.847656
	Iteration 92Q: 3 clusters Score -1964052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1964066.500000 Penalty: 4771.847656
	Iteration 93Q: 3 clusters Score -1964066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1964078.125000 Penalty: 4771.847656
	Iteration 94Q: 3 clusters Score -1964078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1964090.125000 Penalty: 4771.847656
	Iteration 95Q: 3 clusters Score -1964090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1964106.125000 Penalty: 4771.847656
	Iteration 96Q: 3 clusters Score -1964106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1964119.500000 Penalty: 4771.847656
	Iteration 97Q: 3 clusters Score -1964120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1964128.250000 Penalty: 4771.847656
	Iteration 98Q: 3 clusters Score -1964128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1964140.750000 Penalty: 4771.847656
	Iteration 99Q: 3 clusters Score -1964141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1964153.125000 Penalty: 4771.847656
	Iteration 100F: 3 clusters Score -1964153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1964168.250000 Penalty: 4771.847656
	Iteration 101Q: 3 clusters Score -1964168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1964171.750000 Penalty: 4771.847656
	Iteration 102Q: 3 clusters Score -1964172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1964185.125000 Penalty: 4771.847656
	Iteration 103Q: 3 clusters Score -1964185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1964191.750000 Penalty: 4771.847656
	Iteration 104Q: 3 clusters Score -1964192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1964207.250000 Penalty: 4771.847656
	Iteration 105Q: 3 clusters Score -1964207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1964212.750000 Penalty: 4771.847656
	Iteration 106Q: 3 clusters Score -1964213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1964223.750000 Penalty: 4771.847656
	Iteration 107Q: 3 clusters Score -1964224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1964234.250000 Penalty: 4771.847656
	Iteration 108Q: 3 clusters Score -1964234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1964239.625000 Penalty: 4771.847656
	Iteration 109Q: 3 clusters Score -1964240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1964244.125000 Penalty: 4771.847656
	Iteration 110Q: 3 clusters Score -1964244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1964250.875000 Penalty: 4771.847656
	Iteration 111Q: 3 clusters Score -1964251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1964253.375000 Penalty: 4771.847656
	Iteration 112Q: 3 clusters Score -1964253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1964258.000000 Penalty: 4771.847656
	Iteration 113Q: 3 clusters Score -1964258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1964261.500000 Penalty: 4771.847656
	Iteration 114Q: 3 clusters Score -1964262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1964259.000000 Penalty: 4771.847656
	Iteration 115Q: 3 clusters Score -1964259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1964267.500000 Penalty: 4771.847656
	Iteration 116Q: 3 clusters Score -1964268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1964269.875000 Penalty: 4771.847656
	Iteration 117Q: 3 clusters Score -1964270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1964276.625000 Penalty: 4771.847656
	Iteration 118Q: 3 clusters Score -1964277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1964276.500000 Penalty: 4771.847656
	Iteration 119Q: 3 clusters Score -1964276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1964280.250000 Penalty: 4771.847656
	Iteration 120F: 3 clusters Score -1964280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1964283.500000 Penalty: 4771.847656
	Iteration 121Q: 3 clusters Score -1964284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1964284.375000 Penalty: 4771.847656
	Iteration 122Q: 3 clusters Score -1964284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1964283.375000 Penalty: 4771.847656
	Iteration 123Q: 3 clusters Score -1964283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1964290.750000 Penalty: 4771.847656
	Iteration 124Q: 3 clusters Score -1964291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1964296.750000 Penalty: 4771.847656
	Iteration 125Q: 3 clusters Score -1964297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1964298.250000 Penalty: 4771.847656
	Iteration 126Q: 3 clusters Score -1964298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1964304.625000 Penalty: 4771.847656
	Iteration 127Q: 3 clusters Score -1964305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1964309.125000 Penalty: 4771.847656
	Iteration 128Q: 3 clusters Score -1964309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1964312.250000 Penalty: 4771.847656
	Iteration 129Q: 3 clusters Score -1964312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1964315.250000 Penalty: 4771.847656
	Iteration 130Q: 3 clusters Score -1964315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1964317.625000 Penalty: 4771.847656
	Iteration 131Q: 3 clusters Score -1964318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1964317.875000 Penalty: 4771.847656
	Iteration 132Q: 3 clusters Score -1964318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1964318.500000 Penalty: 4771.847656
	Iteration 133Q: 3 clusters Score -1964318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1964318.500000 Penalty: 4771.847656
	Iteration 134F: 3 clusters Score -1964318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -158440.859375 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -158440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156380.171875 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -156380.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156798.625000 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -156798.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157026.671875 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -157026.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157338.890625 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -157338.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157994.046875 Penalty: 3541.664551
	Iteration 4F: 3 clusters Score -157994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -158639.312500 Penalty: 3541.664551
	Iteration 5F: 3 clusters Score -158639.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -159128.171875 Penalty: 3541.664551
	Iteration 6F: 3 clusters Score -159128.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159251.234375 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -159251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -159265.281250 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -159265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159277.656250 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -159277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159278.906250 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -159278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159281.078125 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -159281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159283.171875 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -159283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159286.265625 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -159286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159286.265625 Penalty: 3541.664551
	Iteration 14F: 3 clusters Score -159286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121208 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107516 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 856 members 
Entering Unmasked Estep 
Score: -181105072.000000 Penalty: 112337.296875
Splitting cluster 12 changes total score from -181106176.000000 to -181105072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Entering Unmasked Estep 
Score: -5956256.000000 Penalty: 2651.636230
	Iteration 0F: 2 clusters Score -5956256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5926522.500000 Penalty: 5303.272461
	Iteration 0F: 3 clusters Score -5926522 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5937855.500000 Penalty: 5303.272461
	Iteration 1F: 3 clusters Score -5937856 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -5938929.000000 Penalty: 5303.272461
	Iteration 2F: 3 clusters Score -5938929 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5940592.000000 Penalty: 5303.272461
	Iteration 3F: 3 clusters Score -5940592 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5942988.000000 Penalty: 5303.272461
	Iteration 4F: 3 clusters Score -5942988 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5946050.000000 Penalty: 5303.272461
	Iteration 5F: 3 clusters Score -5946050 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5949174.500000 Penalty: 5303.272461
	Iteration 6F: 3 clusters Score -5949174 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -5951545.500000 Penalty: 5303.272461
	Iteration 7F: 3 clusters Score -5951546 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5952860.500000 Penalty: 5303.272461
	Iteration 8Q: 3 clusters Score -5952860 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5953432.500000 Penalty: 5303.272461
	Iteration 9Q: 3 clusters Score -5953432 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5953651.500000 Penalty: 5303.272461
	Iteration 10Q: 3 clusters Score -5953652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5953753.000000 Penalty: 5303.272461
	Iteration 11Q: 3 clusters Score -5953753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5953809.500000 Penalty: 5303.272461
	Iteration 12Q: 3 clusters Score -5953810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -5953841.500000 Penalty: 5303.272461
	Iteration 13Q: 3 clusters Score -5953842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5953883.000000 Penalty: 5303.272461
	Iteration 14Q: 3 clusters Score -5953883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5953897.500000 Penalty: 5303.272461
	Iteration 15Q: 3 clusters Score -5953898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -5953911.000000 Penalty: 5303.272461
	Iteration 16Q: 3 clusters Score -5953911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5953929.500000 Penalty: 5303.272461
	Iteration 17Q: 3 clusters Score -5953930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5953940.000000 Penalty: 5303.272461
	Iteration 18Q: 3 clusters Score -5953940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5953950.500000 Penalty: 5303.272461
	Iteration 19Q: 3 clusters Score -5953950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5953949.500000 Penalty: 5303.272461
	Iteration 20F: 3 clusters Score -5953950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5953958.000000 Penalty: 5303.272461
	Iteration 21Q: 3 clusters Score -5953958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5953953.500000 Penalty: 5303.272461
	Iteration 22Q: 3 clusters Score -5953954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5953957.500000 Penalty: 5303.272461
	Iteration 23Q: 3 clusters Score -5953958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5953957.500000 Penalty: 5303.272461
	Iteration 24F: 3 clusters Score -5953958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Entering Unmasked Estep 
Score: -1190152.000000 Penalty: 2257.317627
	Iteration 0F: 2 clusters Score -1190152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1183179.375000 Penalty: 4514.635254
	Iteration 0F: 3 clusters Score -1183179 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1185159.875000 Penalty: 4514.635254
	Iteration 1F: 3 clusters Score -1185160 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1185507.000000 Penalty: 4514.635254
	Iteration 2F: 3 clusters Score -1185507 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1185792.125000 Penalty: 4514.635254
	Iteration 3F: 3 clusters Score -1185792 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1186090.250000 Penalty: 4514.635254
	Iteration 4F: 3 clusters Score -1186090 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1186436.875000 Penalty: 4514.635254
	Iteration 5F: 3 clusters Score -1186437 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1186794.000000 Penalty: 4514.635254
	Iteration 6F: 3 clusters Score -1186794 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1187118.625000 Penalty: 4514.635254
	Iteration 7F: 3 clusters Score -1187119 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1187383.625000 Penalty: 4514.635254
	Iteration 8Q: 3 clusters Score -1187384 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1187578.750000 Penalty: 4514.635254
	Iteration 9Q: 3 clusters Score -1187579 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1187727.625000 Penalty: 4514.635254
	Iteration 10Q: 3 clusters Score -1187728 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1187843.125000 Penalty: 4514.635254
	Iteration 11Q: 3 clusters Score -1187843 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1187923.250000 Penalty: 4514.635254
	Iteration 12Q: 3 clusters Score -1187923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1187978.500000 Penalty: 4514.635254
	Iteration 13Q: 3 clusters Score -1187978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1188020.375000 Penalty: 4514.635254
	Iteration 14Q: 3 clusters Score -1188020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1188053.875000 Penalty: 4514.635254
	Iteration 15Q: 3 clusters Score -1188054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1188083.125000 Penalty: 4514.635254
	Iteration 16Q: 3 clusters Score -1188083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1188100.625000 Penalty: 4514.635254
	Iteration 17Q: 3 clusters Score -1188101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1188113.500000 Penalty: 4514.635254
	Iteration 18Q: 3 clusters Score -1188114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1188123.250000 Penalty: 4514.635254
	Iteration 19Q: 3 clusters Score -1188123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1188133.750000 Penalty: 4514.635254
	Iteration 20F: 3 clusters Score -1188134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1188140.875000 Penalty: 4514.635254
	Iteration 21Q: 3 clusters Score -1188141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1188148.375000 Penalty: 4514.635254
	Iteration 22Q: 3 clusters Score -1188148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1188155.625000 Penalty: 4514.635254
	Iteration 23Q: 3 clusters Score -1188156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1188165.125000 Penalty: 4514.635254
	Iteration 24Q: 3 clusters Score -1188165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1188170.000000 Penalty: 4514.635254
	Iteration 25Q: 3 clusters Score -1188170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1188174.125000 Penalty: 4514.635254
	Iteration 26Q: 3 clusters Score -1188174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1188178.250000 Penalty: 4514.635254
	Iteration 27Q: 3 clusters Score -1188178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1188180.875000 Penalty: 4514.635254
	Iteration 28Q: 3 clusters Score -1188181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1188180.875000 Penalty: 4514.635254
	Iteration 29Q: 3 clusters Score -1188181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1188179.875000 Penalty: 4514.635254
	Iteration 30Q: 3 clusters Score -1188180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1188182.875000 Penalty: 4514.635254
	Iteration 31Q: 3 clusters Score -1188183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1188182.625000 Penalty: 4514.635254
	Iteration 32Q: 3 clusters Score -1188183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1188183.000000 Penalty: 4514.635254
	Iteration 33Q: 3 clusters Score -1188183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1188181.750000 Penalty: 4514.635254
	Iteration 34Q: 3 clusters Score -1188182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1188183.500000 Penalty: 4514.635254
	Iteration 35Q: 3 clusters Score -1188184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1188187.750000 Penalty: 4514.635254
	Iteration 36Q: 3 clusters Score -1188188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1188186.625000 Penalty: 4514.635254
	Iteration 37Q: 3 clusters Score -1188187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1188186.250000 Penalty: 4514.635254
	Iteration 38Q: 3 clusters Score -1188186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1188188.750000 Penalty: 4514.635254
	Iteration 39Q: 3 clusters Score -1188189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1188192.625000 Penalty: 4514.635254
	Iteration 40F: 3 clusters Score -1188193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1188197.875000 Penalty: 4514.635254
	Iteration 41Q: 3 clusters Score -1188198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1188199.750000 Penalty: 4514.635254
	Iteration 42Q: 3 clusters Score -1188200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1188202.750000 Penalty: 4514.635254
	Iteration 43Q: 3 clusters Score -1188203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1188206.000000 Penalty: 4514.635254
	Iteration 44Q: 3 clusters Score -1188206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1188212.000000 Penalty: 4514.635254
	Iteration 45Q: 3 clusters Score -1188212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1188214.875000 Penalty: 4514.635254
	Iteration 46Q: 3 clusters Score -1188215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1188216.875000 Penalty: 4514.635254
	Iteration 47Q: 3 clusters Score -1188217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1188217.750000 Penalty: 4514.635254
	Iteration 48Q: 3 clusters Score -1188218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1188220.000000 Penalty: 4514.635254
	Iteration 49Q: 3 clusters Score -1188220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1188219.750000 Penalty: 4514.635254
	Iteration 50Q: 3 clusters Score -1188220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1188221.500000 Penalty: 4514.635254
	Iteration 51Q: 3 clusters Score -1188222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1188222.250000 Penalty: 4514.635254
	Iteration 52Q: 3 clusters Score -1188222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1188225.000000 Penalty: 4514.635254
	Iteration 53Q: 3 clusters Score -1188225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1188225.375000 Penalty: 4514.635254
	Iteration 54Q: 3 clusters Score -1188225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1188225.375000 Penalty: 4514.635254
	Iteration 55F: 3 clusters Score -1188225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -561615.125000 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -561615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -557421.187500 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -557421.2 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -558671.437500 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -558671.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -559153.625000 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -559153.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -559519.437500 Penalty: 4186.930176
	Iteration 3F: 3 clusters Score -559519.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -559872.625000 Penalty: 4186.930176
	Iteration 4F: 3 clusters Score -559872.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -560198.437500 Penalty: 4186.930176
	Iteration 5F: 3 clusters Score -560198.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -560387.687500 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -560387.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -560507.312500 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -560507.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -560610.125000 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -560610.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -560672.562500 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -560672.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -560723.625000 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -560723.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -560761.375000 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -560761.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -560787.625000 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -560787.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -560800.000000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -560800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -560812.312500 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -560812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -560823.875000 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -560823.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -560834.750000 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -560834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -560842.812500 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -560842.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -560851.687500 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -560851.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -560862.687500 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -560862.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -560876.750000 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -560876.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -560891.000000 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -560891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -560906.250000 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -560906.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -560916.875000 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -560916.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -560923.125000 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -560923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -560927.812500 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -560927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -560933.875000 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -560933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -560941.812500 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -560941.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -560951.875000 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -560951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -560956.562500 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -560956.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -560965.187500 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -560965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -560974.125000 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -560974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -560983.937500 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -560983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -560992.187500 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -560992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -561001.062500 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -561001.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -561010.937500 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -561010.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -561021.937500 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -561021.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -561032.437500 Penalty: 4186.930176
	Iteration 37Q: 3 clusters Score -561032.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -561043.375000 Penalty: 4186.930176
	Iteration 38Q: 3 clusters Score -561043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -561068.500000 Penalty: 4186.930176
	Iteration 39Q: 3 clusters Score -561068.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -561103.875000 Penalty: 4186.930176
	Iteration 40F: 3 clusters Score -561103.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -561145.875000 Penalty: 4186.930176
	Iteration 41Q: 3 clusters Score -561145.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -561214.875000 Penalty: 4186.930176
	Iteration 42Q: 3 clusters Score -561214.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -561293.250000 Penalty: 4186.930176
	Iteration 43Q: 3 clusters Score -561293.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -561359.125000 Penalty: 4186.930176
	Iteration 44Q: 3 clusters Score -561359.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -561405.312500 Penalty: 4186.930176
	Iteration 45Q: 3 clusters Score -561405.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -561434.437500 Penalty: 4186.930176
	Iteration 46Q: 3 clusters Score -561434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -561457.062500 Penalty: 4186.930176
	Iteration 47Q: 3 clusters Score -561457.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -561472.687500 Penalty: 4186.930176
	Iteration 48Q: 3 clusters Score -561472.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -561484.250000 Penalty: 4186.930176
	Iteration 49Q: 3 clusters Score -561484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -561491.875000 Penalty: 4186.930176
	Iteration 50Q: 3 clusters Score -561491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -561501.687500 Penalty: 4186.930176
	Iteration 51Q: 3 clusters Score -561501.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -561506.125000 Penalty: 4186.930176
	Iteration 52Q: 3 clusters Score -561506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -561512.437500 Penalty: 4186.930176
	Iteration 53Q: 3 clusters Score -561512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -561517.187500 Penalty: 4186.930176
	Iteration 54Q: 3 clusters Score -561517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -561518.875000 Penalty: 4186.930176
	Iteration 55Q: 3 clusters Score -561518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -561521.812500 Penalty: 4186.930176
	Iteration 56Q: 3 clusters Score -561521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -561522.875000 Penalty: 4186.930176
	Iteration 57Q: 3 clusters Score -561522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -561524.000000 Penalty: 4186.930176
	Iteration 58Q: 3 clusters Score -561524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -561523.562500 Penalty: 4186.930176
	Iteration 59Q: 3 clusters Score -561523.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -561523.562500 Penalty: 4186.930176
	Iteration 60F: 3 clusters Score -561523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Entering Unmasked Estep 
Score: -1802261.875000 Penalty: 2365.563965
	Iteration 0F: 2 clusters Score -1802262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1792092.375000 Penalty: 4731.127930
	Iteration 0F: 3 clusters Score -1792092 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1795387.750000 Penalty: 4731.127930
	Iteration 1F: 3 clusters Score -1795388 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1795927.000000 Penalty: 4731.127930
	Iteration 2F: 3 clusters Score -1795927 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1796544.500000 Penalty: 4731.127930
	Iteration 3F: 3 clusters Score -1796544 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1797314.875000 Penalty: 4731.127930
	Iteration 4F: 3 clusters Score -1797315 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1798018.375000 Penalty: 4731.127930
	Iteration 5F: 3 clusters Score -1798018 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1798584.375000 Penalty: 4731.127930
	Iteration 6F: 3 clusters Score -1798584 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1798997.750000 Penalty: 4731.127930
	Iteration 7F: 3 clusters Score -1798998 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1799292.625000 Penalty: 4731.127930
	Iteration 8Q: 3 clusters Score -1799293 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1799556.875000 Penalty: 4731.127930
	Iteration 9Q: 3 clusters Score -1799557 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1799750.625000 Penalty: 4731.127930
	Iteration 10Q: 3 clusters Score -1799751 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1799901.750000 Penalty: 4731.127930
	Iteration 11Q: 3 clusters Score -1799902 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1800042.000000 Penalty: 4731.127930
	Iteration 12Q: 3 clusters Score -1800042 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1800140.125000 Penalty: 4731.127930
	Iteration 13Q: 3 clusters Score -1800140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1800216.250000 Penalty: 4731.127930
	Iteration 14Q: 3 clusters Score -1800216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1800264.125000 Penalty: 4731.127930
	Iteration 15Q: 3 clusters Score -1800264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1800296.875000 Penalty: 4731.127930
	Iteration 16Q: 3 clusters Score -1800297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1800321.875000 Penalty: 4731.127930
	Iteration 17Q: 3 clusters Score -1800322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1800339.000000 Penalty: 4731.127930
	Iteration 18Q: 3 clusters Score -1800339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1800342.750000 Penalty: 4731.127930
	Iteration 19Q: 3 clusters Score -1800343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1800355.250000 Penalty: 4731.127930
	Iteration 20F: 3 clusters Score -1800355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1800365.875000 Penalty: 4731.127930
	Iteration 21Q: 3 clusters Score -1800366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1800370.750000 Penalty: 4731.127930
	Iteration 22Q: 3 clusters Score -1800371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1800379.000000 Penalty: 4731.127930
	Iteration 23Q: 3 clusters Score -1800379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1800383.000000 Penalty: 4731.127930
	Iteration 24Q: 3 clusters Score -1800383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1800392.750000 Penalty: 4731.127930
	Iteration 25Q: 3 clusters Score -1800393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1800391.125000 Penalty: 4731.127930
	Iteration 26Q: 3 clusters Score -1800391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1800401.000000 Penalty: 4731.127930
	Iteration 27Q: 3 clusters Score -1800401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1800404.875000 Penalty: 4731.127930
	Iteration 28Q: 3 clusters Score -1800405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1800411.750000 Penalty: 4731.127930
	Iteration 29Q: 3 clusters Score -1800412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1800421.000000 Penalty: 4731.127930
	Iteration 30Q: 3 clusters Score -1800421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1800427.500000 Penalty: 4731.127930
	Iteration 31Q: 3 clusters Score -1800428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1800435.875000 Penalty: 4731.127930
	Iteration 32Q: 3 clusters Score -1800436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1800442.750000 Penalty: 4731.127930
	Iteration 33Q: 3 clusters Score -1800443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1800451.375000 Penalty: 4731.127930
	Iteration 34Q: 3 clusters Score -1800451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1800464.625000 Penalty: 4731.127930
	Iteration 35Q: 3 clusters Score -1800465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1800471.875000 Penalty: 4731.127930
	Iteration 36Q: 3 clusters Score -1800472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1800482.750000 Penalty: 4731.127930
	Iteration 37Q: 3 clusters Score -1800483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1800497.375000 Penalty: 4731.127930
	Iteration 38Q: 3 clusters Score -1800497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1800534.000000 Penalty: 4731.127930
	Iteration 39Q: 3 clusters Score -1800534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1800568.500000 Penalty: 4731.127930
	Iteration 40F: 3 clusters Score -1800568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1800619.875000 Penalty: 4731.127930
	Iteration 41Q: 3 clusters Score -1800620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1800678.375000 Penalty: 4731.127930
	Iteration 42Q: 3 clusters Score -1800678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1800776.500000 Penalty: 4731.127930
	Iteration 43Q: 3 clusters Score -1800776 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1800858.375000 Penalty: 4731.127930
	Iteration 44Q: 3 clusters Score -1800858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1800910.500000 Penalty: 4731.127930
	Iteration 45Q: 3 clusters Score -1800910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1800942.250000 Penalty: 4731.127930
	Iteration 46Q: 3 clusters Score -1800942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1800957.625000 Penalty: 4731.127930
	Iteration 47Q: 3 clusters Score -1800958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1800968.000000 Penalty: 4731.127930
	Iteration 48Q: 3 clusters Score -1800968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1800980.000000 Penalty: 4731.127930
	Iteration 49Q: 3 clusters Score -1800980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1800976.625000 Penalty: 4731.127930
	Iteration 50Q: 3 clusters Score -1800977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1800983.625000 Penalty: 4731.127930
	Iteration 51Q: 3 clusters Score -1800984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1800983.000000 Penalty: 4731.127930
	Iteration 52Q: 3 clusters Score -1800983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1800988.375000 Penalty: 4731.127930
	Iteration 53Q: 3 clusters Score -1800988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1800987.875000 Penalty: 4731.127930
	Iteration 54Q: 3 clusters Score -1800988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1800984.375000 Penalty: 4731.127930
	Iteration 55Q: 3 clusters Score -1800984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1800994.500000 Penalty: 4731.127930
	Iteration 56Q: 3 clusters Score -1800994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1800994.500000 Penalty: 4731.127930
	Iteration 57Q: 3 clusters Score -1800994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1801000.250000 Penalty: 4731.127930
	Iteration 58Q: 3 clusters Score -1801000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1801003.375000 Penalty: 4731.127930
	Iteration 59Q: 3 clusters Score -1801003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1801002.875000 Penalty: 4731.127930
	Iteration 60F: 3 clusters Score -1801003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1801005.875000 Penalty: 4731.127930
	Iteration 61Q: 3 clusters Score -1801006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1801009.000000 Penalty: 4731.127930
	Iteration 62Q: 3 clusters Score -1801009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1801008.875000 Penalty: 4731.127930
	Iteration 63Q: 3 clusters Score -1801009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1801008.500000 Penalty: 4731.127930
	Iteration 64Q: 3 clusters Score -1801008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1801013.375000 Penalty: 4731.127930
	Iteration 65Q: 3 clusters Score -1801013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1801011.375000 Penalty: 4731.127930
	Iteration 66Q: 3 clusters Score -1801011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1801016.375000 Penalty: 4731.127930
	Iteration 67Q: 3 clusters Score -1801016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1801017.000000 Penalty: 4731.127930
	Iteration 68Q: 3 clusters Score -1801017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1801015.875000 Penalty: 4731.127930
	Iteration 69Q: 3 clusters Score -1801016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1801018.125000 Penalty: 4731.127930
	Iteration 70Q: 3 clusters Score -1801018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1801013.125000 Penalty: 4731.127930
	Iteration 71Q: 3 clusters Score -1801013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1801017.875000 Penalty: 4731.127930
	Iteration 72Q: 3 clusters Score -1801018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1801015.625000 Penalty: 4731.127930
	Iteration 73Q: 3 clusters Score -1801016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1801015.375000 Penalty: 4731.127930
	Iteration 74Q: 3 clusters Score -1801015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1801019.000000 Penalty: 4731.127930
	Iteration 75Q: 3 clusters Score -1801019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1801022.500000 Penalty: 4731.127930
	Iteration 76Q: 3 clusters Score -1801022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1801020.750000 Penalty: 4731.127930
	Iteration 77Q: 3 clusters Score -1801021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1801021.000000 Penalty: 4731.127930
	Iteration 78Q: 3 clusters Score -1801021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1801021.125000 Penalty: 4731.127930
	Iteration 79Q: 3 clusters Score -1801021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1801022.250000 Penalty: 4731.127930
	Iteration 80F: 3 clusters Score -1801022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1801024.250000 Penalty: 4731.127930
	Iteration 81Q: 3 clusters Score -1801024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1801024.625000 Penalty: 4731.127930
	Iteration 82Q: 3 clusters Score -1801025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1801025.125000 Penalty: 4731.127930
	Iteration 83Q: 3 clusters Score -1801025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1801025.750000 Penalty: 4731.127930
	Iteration 84Q: 3 clusters Score -1801026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1801025.750000 Penalty: 4731.127930
	Iteration 85F: 3 clusters Score -1801026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -669699.375000 Penalty: 2117.466553
	Iteration 0F: 2 clusters Score -669699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -665137.250000 Penalty: 4234.933105
	Iteration 0F: 3 clusters Score -665137.2 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -666216.250000 Penalty: 4234.933105
	Iteration 1F: 3 clusters Score -666216.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -666421.000000 Penalty: 4234.933105
	Iteration 2F: 3 clusters Score -666421 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -666563.312500 Penalty: 4234.933105
	Iteration 3F: 3 clusters Score -666563.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -666678.875000 Penalty: 4234.933105
	Iteration 4Q: 3 clusters Score -666678.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666808.437500 Penalty: 4234.933105
	Iteration 5Q: 3 clusters Score -666808.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -666927.437500 Penalty: 4234.933105
	Iteration 6Q: 3 clusters Score -666927.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -667030.062500 Penalty: 4234.933105
	Iteration 7Q: 3 clusters Score -667030.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -667137.500000 Penalty: 4234.933105
	Iteration 8Q: 3 clusters Score -667137.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -667220.875000 Penalty: 4234.933105
	Iteration 9Q: 3 clusters Score -667220.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -667307.562500 Penalty: 4234.933105
	Iteration 10Q: 3 clusters Score -667307.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -667382.187500 Penalty: 4234.933105
	Iteration 11Q: 3 clusters Score -667382.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -667442.437500 Penalty: 4234.933105
	Iteration 12Q: 3 clusters Score -667442.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -667494.750000 Penalty: 4234.933105
	Iteration 13Q: 3 clusters Score -667494.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -667535.812500 Penalty: 4234.933105
	Iteration 14Q: 3 clusters Score -667535.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -667571.937500 Penalty: 4234.933105
	Iteration 15Q: 3 clusters Score -667571.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -667603.500000 Penalty: 4234.933105
	Iteration 16Q: 3 clusters Score -667603.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -667632.937500 Penalty: 4234.933105
	Iteration 17Q: 3 clusters Score -667632.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -667656.750000 Penalty: 4234.933105
	Iteration 18Q: 3 clusters Score -667656.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -667677.625000 Penalty: 4234.933105
	Iteration 19Q: 3 clusters Score -667677.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -667699.250000 Penalty: 4234.933105
	Iteration 20F: 3 clusters Score -667699.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -667719.875000 Penalty: 4234.933105
	Iteration 21Q: 3 clusters Score -667719.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -667738.750000 Penalty: 4234.933105
	Iteration 22Q: 3 clusters Score -667738.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -667758.187500 Penalty: 4234.933105
	Iteration 23Q: 3 clusters Score -667758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -667769.875000 Penalty: 4234.933105
	Iteration 24Q: 3 clusters Score -667769.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -667778.250000 Penalty: 4234.933105
	Iteration 25Q: 3 clusters Score -667778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -667786.750000 Penalty: 4234.933105
	Iteration 26Q: 3 clusters Score -667786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -667791.875000 Penalty: 4234.933105
	Iteration 27Q: 3 clusters Score -667791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -667795.875000 Penalty: 4234.933105
	Iteration 28Q: 3 clusters Score -667795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -667798.937500 Penalty: 4234.933105
	Iteration 29Q: 3 clusters Score -667798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -667801.375000 Penalty: 4234.933105
	Iteration 30Q: 3 clusters Score -667801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -667804.750000 Penalty: 4234.933105
	Iteration 31Q: 3 clusters Score -667804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -667810.062500 Penalty: 4234.933105
	Iteration 32Q: 3 clusters Score -667810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -667811.000000 Penalty: 4234.933105
	Iteration 33Q: 3 clusters Score -667811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -667813.937500 Penalty: 4234.933105
	Iteration 34Q: 3 clusters Score -667813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -667815.625000 Penalty: 4234.933105
	Iteration 35Q: 3 clusters Score -667815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -667818.250000 Penalty: 4234.933105
	Iteration 36Q: 3 clusters Score -667818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -667820.125000 Penalty: 4234.933105
	Iteration 37Q: 3 clusters Score -667820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -667821.312500 Penalty: 4234.933105
	Iteration 38Q: 3 clusters Score -667821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -667824.125000 Penalty: 4234.933105
	Iteration 39Q: 3 clusters Score -667824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -667825.750000 Penalty: 4234.933105
	Iteration 40F: 3 clusters Score -667825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -667829.875000 Penalty: 4234.933105
	Iteration 41Q: 3 clusters Score -667829.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -667831.750000 Penalty: 4234.933105
	Iteration 42Q: 3 clusters Score -667831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -667834.625000 Penalty: 4234.933105
	Iteration 43Q: 3 clusters Score -667834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -667836.875000 Penalty: 4234.933105
	Iteration 44Q: 3 clusters Score -667836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -667839.125000 Penalty: 4234.933105
	Iteration 45Q: 3 clusters Score -667839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -667840.437500 Penalty: 4234.933105
	Iteration 46Q: 3 clusters Score -667840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -667841.187500 Penalty: 4234.933105
	Iteration 47Q: 3 clusters Score -667841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -667843.312500 Penalty: 4234.933105
	Iteration 48Q: 3 clusters Score -667843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -667846.437500 Penalty: 4234.933105
	Iteration 49Q: 3 clusters Score -667846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -667851.312500 Penalty: 4234.933105
	Iteration 50Q: 3 clusters Score -667851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -667851.875000 Penalty: 4234.933105
	Iteration 51Q: 3 clusters Score -667851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -667855.750000 Penalty: 4234.933105
	Iteration 52Q: 3 clusters Score -667855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -667858.250000 Penalty: 4234.933105
	Iteration 53Q: 3 clusters Score -667858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -667857.875000 Penalty: 4234.933105
	Iteration 54Q: 3 clusters Score -667857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -667858.250000 Penalty: 4234.933105
	Iteration 55Q: 3 clusters Score -667858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -667858.250000 Penalty: 4234.933105
	Iteration 56F: 3 clusters Score -667858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Entering Unmasked Estep 
Score: -13438637.000000 Penalty: 2873.177979
	Iteration 0F: 2 clusters Score -1.343864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -13367001.000000 Penalty: 5746.355957
	Iteration 0F: 3 clusters Score -1.3367e+07 nChanged 50831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -13396094.000000 Penalty: 5746.355957
	Iteration 1F: 3 clusters Score -1.339609e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -13397387.000000 Penalty: 5746.355957
	Iteration 2Q: 3 clusters Score -1.339739e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -13398947.000000 Penalty: 5746.355957
	Iteration 3Q: 3 clusters Score -1.339895e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -13401220.000000 Penalty: 5746.355957
	Iteration 4Q: 3 clusters Score -1.340122e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -13404389.000000 Penalty: 5746.355957
	Iteration 5F: 3 clusters Score -1.340439e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -13408283.000000 Penalty: 5746.355957
	Iteration 6F: 3 clusters Score -1.340828e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -13413033.000000 Penalty: 5746.355957
	Iteration 7F: 3 clusters Score -1.341303e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -13418596.000000 Penalty: 5746.355957
	Iteration 8F: 3 clusters Score -1.34186e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -13424106.000000 Penalty: 5746.355957
	Iteration 9F: 3 clusters Score -1.342411e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -13428586.000000 Penalty: 5746.355957
	Iteration 10F: 3 clusters Score -1.342859e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -13431756.000000 Penalty: 5746.355957
	Iteration 11Q: 3 clusters Score -1.343176e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13433643.000000 Penalty: 5746.355957
	Iteration 12Q: 3 clusters Score -1.343364e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13434793.000000 Penalty: 5746.355957
	Iteration 13Q: 3 clusters Score -1.343479e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13435430.000000 Penalty: 5746.355957
	Iteration 14Q: 3 clusters Score -1.343543e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13435745.000000 Penalty: 5746.355957
	Iteration 15Q: 3 clusters Score -1.343574e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13435912.000000 Penalty: 5746.355957
	Iteration 16Q: 3 clusters Score -1.343591e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13436003.000000 Penalty: 5746.355957
	Iteration 17Q: 3 clusters Score -1.3436e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13436055.000000 Penalty: 5746.355957
	Iteration 18Q: 3 clusters Score -1.343606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13436091.000000 Penalty: 5746.355957
	Iteration 19Q: 3 clusters Score -1.343609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13436100.000000 Penalty: 5746.355957
	Iteration 20F: 3 clusters Score -1.34361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13436129.000000 Penalty: 5746.355957
	Iteration 21Q: 3 clusters Score -1.343613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13436133.000000 Penalty: 5746.355957
	Iteration 22Q: 3 clusters Score -1.343613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13436141.000000 Penalty: 5746.355957
	Iteration 23Q: 3 clusters Score -1.343614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13436141.000000 Penalty: 5746.355957
	Iteration 24Q: 3 clusters Score -1.343614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13436134.000000 Penalty: 5746.355957
	Iteration 25Q: 3 clusters Score -1.343613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13436139.000000 Penalty: 5746.355957
	Iteration 26Q: 3 clusters Score -1.343614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13436154.000000 Penalty: 5746.355957
	Iteration 27Q: 3 clusters Score -1.343615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13436148.000000 Penalty: 5746.355957
	Iteration 28Q: 3 clusters Score -1.343615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13436164.000000 Penalty: 5746.355957
	Iteration 29Q: 3 clusters Score -1.343616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13436167.000000 Penalty: 5746.355957
	Iteration 30Q: 3 clusters Score -1.343617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13436176.000000 Penalty: 5746.355957
	Iteration 31Q: 3 clusters Score -1.343618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13436178.000000 Penalty: 5746.355957
	Iteration 32Q: 3 clusters Score -1.343618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13436170.000000 Penalty: 5746.355957
	Iteration 33Q: 3 clusters Score -1.343617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13436186.000000 Penalty: 5746.355957
	Iteration 34Q: 3 clusters Score -1.343619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13436184.000000 Penalty: 5746.355957
	Iteration 35Q: 3 clusters Score -1.343618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13436182.000000 Penalty: 5746.355957
	Iteration 36Q: 3 clusters Score -1.343618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13436193.000000 Penalty: 5746.355957
	Iteration 37Q: 3 clusters Score -1.343619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13436186.000000 Penalty: 5746.355957
	Iteration 38Q: 3 clusters Score -1.343619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13436186.000000 Penalty: 5746.355957
	Iteration 39Q: 3 clusters Score -1.343619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13436195.000000 Penalty: 5746.355957
	Iteration 40F: 3 clusters Score -1.34362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -400176.843750 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -400176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -396805.156250 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -396805.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -397525.343750 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -397525.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -397738.062500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -397738.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -397904.343750 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -397904.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -398055.312500 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -398055.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -398199.750000 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -398199.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -398342.250000 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -398342.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -398512.687500 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -398512.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -398678.156250 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -398678.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -398800.625000 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -398800.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -398904.625000 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -398904.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -398977.343750 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -398977.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399031.937500 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -399031.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -399080.156250 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -399080.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -399116.625000 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -399116.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399154.531250 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -399154.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -399188.125000 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -399188.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -399222.687500 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -399222.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -399245.062500 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -399245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399270.093750 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -399270.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -399294.687500 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -399294.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -399307.468750 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -399307.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -399321.718750 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -399321.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -399337.500000 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -399337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -399350.718750 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -399350.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -399365.500000 Penalty: 3998.966797
	Iteration 25Q: 3 clusters Score -399365.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -399387.125000 Penalty: 3998.966797
	Iteration 26Q: 3 clusters Score -399387.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -399417.187500 Penalty: 3998.966797
	Iteration 27Q: 3 clusters Score -399417.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -399432.843750 Penalty: 3998.966797
	Iteration 28Q: 3 clusters Score -399432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -399442.812500 Penalty: 3998.966797
	Iteration 29Q: 3 clusters Score -399442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -399448.593750 Penalty: 3998.966797
	Iteration 30Q: 3 clusters Score -399448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -399454.062500 Penalty: 3998.966797
	Iteration 31Q: 3 clusters Score -399454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -399463.093750 Penalty: 3998.966797
	Iteration 32Q: 3 clusters Score -399463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -399471.093750 Penalty: 3998.966797
	Iteration 33Q: 3 clusters Score -399471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -399483.718750 Penalty: 3998.966797
	Iteration 34Q: 3 clusters Score -399483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -399495.625000 Penalty: 3998.966797
	Iteration 35Q: 3 clusters Score -399495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -399504.750000 Penalty: 3998.966797
	Iteration 36Q: 3 clusters Score -399504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -399507.000000 Penalty: 3998.966797
	Iteration 37Q: 3 clusters Score -399507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -399507.406250 Penalty: 3998.966797
	Iteration 38Q: 3 clusters Score -399507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -399507.875000 Penalty: 3998.966797
	Iteration 39Q: 3 clusters Score -399507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -399509.437500 Penalty: 3998.966797
	Iteration 40F: 3 clusters Score -399509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -399509.000000 Penalty: 3998.966797
	Iteration 41Q: 3 clusters Score -399509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -399509.000000 Penalty: 3998.966797
	Iteration 42F: 3 clusters Score -399509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1775251.000000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1775251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1765580.625000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1765581 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1768558.125000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1768558 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1768888.875000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1768889 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1769132.000000 Penalty: 4702.527344
	Iteration 3Q: 3 clusters Score -1769132 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1769357.500000 Penalty: 4702.527344
	Iteration 4Q: 3 clusters Score -1769358 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1769545.000000 Penalty: 4702.527344
	Iteration 5Q: 3 clusters Score -1769545 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1769707.500000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1769708 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1769882.500000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1769882 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1770067.250000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1770067 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1770263.375000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1770263 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1770490.875000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1770491 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1770812.375000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1770812 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1771160.000000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1771160 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1771516.000000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1771516 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1771877.625000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1771878 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1772252.500000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1772252 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1772607.000000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1772607 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1772958.000000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1772958 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1773249.500000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1773250 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1773487.125000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1773487 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1773611.750000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1773612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1773706.000000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1773706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1773769.250000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1773769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1773808.375000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1773808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1773841.125000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1773841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1773857.000000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1773857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1773875.875000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1773876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1773885.375000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1773885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1773894.000000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1773894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1773900.375000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1773900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1773902.625000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1773903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1773902.500000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1773902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1773905.000000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1773905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1773905.500000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1773906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1773905.500000 Penalty: 4702.527344
	Iteration 34F: 3 clusters Score -1773906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Entering Unmasked Estep 
Score: -15098406.000000 Penalty: 2888.894043
	Iteration 0F: 2 clusters Score -1.509841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -15022551.000000 Penalty: 5777.788086
	Iteration 0F: 3 clusters Score -1.502255e+07 nChanged 54251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -15053433.000000 Penalty: 5777.788086
	Iteration 1F: 3 clusters Score -1.505343e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -15054234.000000 Penalty: 5777.788086
	Iteration 2Q: 3 clusters Score -1.505423e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -15055132.000000 Penalty: 5777.788086
	Iteration 3Q: 3 clusters Score -1.505513e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -15056425.000000 Penalty: 5777.788086
	Iteration 4Q: 3 clusters Score -1.505642e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -15058517.000000 Penalty: 5777.788086
	Iteration 5Q: 3 clusters Score -1.505852e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15061630.000000 Penalty: 5777.788086
	Iteration 6F: 3 clusters Score -1.506163e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -15065555.000000 Penalty: 5777.788086
	Iteration 7F: 3 clusters Score -1.506556e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -15069577.000000 Penalty: 5777.788086
	Iteration 8F: 3 clusters Score -1.506958e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -15073056.000000 Penalty: 5777.788086
	Iteration 9F: 3 clusters Score -1.507306e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -15075519.000000 Penalty: 5777.788086
	Iteration 10F: 3 clusters Score -1.507552e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -15077521.000000 Penalty: 5777.788086
	Iteration 11Q: 3 clusters Score -1.507752e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -15079083.000000 Penalty: 5777.788086
	Iteration 12Q: 3 clusters Score -1.507908e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -15080880.000000 Penalty: 5777.788086
	Iteration 13Q: 3 clusters Score -1.508088e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -15082742.000000 Penalty: 5777.788086
	Iteration 14Q: 3 clusters Score -1.508274e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -15084906.000000 Penalty: 5777.788086
	Iteration 15Q: 3 clusters Score -1.508491e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -15087163.000000 Penalty: 5777.788086
	Iteration 16Q: 3 clusters Score -1.508716e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -15089355.000000 Penalty: 5777.788086
	Iteration 17Q: 3 clusters Score -1.508936e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -15091321.000000 Penalty: 5777.788086
	Iteration 18Q: 3 clusters Score -1.509132e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -15092922.000000 Penalty: 5777.788086
	Iteration 19Q: 3 clusters Score -1.509292e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -15093996.000000 Penalty: 5777.788086
	Iteration 20F: 3 clusters Score -1.5094e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15094749.000000 Penalty: 5777.788086
	Iteration 21Q: 3 clusters Score -1.509475e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113184 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15095144.000000 Penalty: 5777.788086
	Iteration 22Q: 3 clusters Score -1.509514e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15095426.000000 Penalty: 5777.788086
	Iteration 23Q: 3 clusters Score -1.509543e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15095586.000000 Penalty: 5777.788086
	Iteration 24Q: 3 clusters Score -1.509559e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15095683.000000 Penalty: 5777.788086
	Iteration 25Q: 3 clusters Score -1.509568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15095747.000000 Penalty: 5777.788086
	Iteration 26Q: 3 clusters Score -1.509575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15095776.000000 Penalty: 5777.788086
	Iteration 27Q: 3 clusters Score -1.509578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15095818.000000 Penalty: 5777.788086
	Iteration 28Q: 3 clusters Score -1.509582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15095837.000000 Penalty: 5777.788086
	Iteration 29Q: 3 clusters Score -1.509584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15095867.000000 Penalty: 5777.788086
	Iteration 30Q: 3 clusters Score -1.509587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15095873.000000 Penalty: 5777.788086
	Iteration 31Q: 3 clusters Score -1.509587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15095890.000000 Penalty: 5777.788086
	Iteration 32Q: 3 clusters Score -1.509589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15095904.000000 Penalty: 5777.788086
	Iteration 33Q: 3 clusters Score -1.50959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15095907.000000 Penalty: 5777.788086
	Iteration 34Q: 3 clusters Score -1.509591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15095910.000000 Penalty: 5777.788086
	Iteration 35Q: 3 clusters Score -1.509591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15095917.000000 Penalty: 5777.788086
	Iteration 36Q: 3 clusters Score -1.509592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15095914.000000 Penalty: 5777.788086
	Iteration 37Q: 3 clusters Score -1.509591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15095911.000000 Penalty: 5777.788086
	Iteration 38Q: 3 clusters Score -1.509591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15095923.000000 Penalty: 5777.788086
	Iteration 39Q: 3 clusters Score -1.509592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15095925.000000 Penalty: 5777.788086
	Iteration 40F: 3 clusters Score -1.509592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15095927.000000 Penalty: 5777.788086
	Iteration 41Q: 3 clusters Score -1.509593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15095924.000000 Penalty: 5777.788086
	Iteration 42Q: 3 clusters Score -1.509592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15095937.000000 Penalty: 5777.788086
	Iteration 43Q: 3 clusters Score -1.509594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15095937.000000 Penalty: 5777.788086
	Iteration 44F: 3 clusters Score -1.509594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -1272351.750000 Penalty: 2293.748047
	Iteration 0F: 2 clusters Score -1272352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1264499.000000 Penalty: 4587.496094
	Iteration 0F: 3 clusters Score -1264499 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1267094.625000 Penalty: 4587.496094
	Iteration 1F: 3 clusters Score -1267095 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1267709.250000 Penalty: 4587.496094
	Iteration 2F: 3 clusters Score -1267709 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1268237.000000 Penalty: 4587.496094
	Iteration 3F: 3 clusters Score -1268237 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1268731.500000 Penalty: 4587.496094
	Iteration 4F: 3 clusters Score -1268732 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1269159.875000 Penalty: 4587.496094
	Iteration 5F: 3 clusters Score -1269160 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1269501.375000 Penalty: 4587.496094
	Iteration 6F: 3 clusters Score -1269501 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1269815.500000 Penalty: 4587.496094
	Iteration 7Q: 3 clusters Score -1269816 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1270110.000000 Penalty: 4587.496094
	Iteration 8Q: 3 clusters Score -1270110 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1270401.875000 Penalty: 4587.496094
	Iteration 9Q: 3 clusters Score -1270402 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1270638.250000 Penalty: 4587.496094
	Iteration 10Q: 3 clusters Score -1270638 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1270791.000000 Penalty: 4587.496094
	Iteration 11Q: 3 clusters Score -1270791 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1270897.500000 Penalty: 4587.496094
	Iteration 12Q: 3 clusters Score -1270898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1270976.250000 Penalty: 4587.496094
	Iteration 13Q: 3 clusters Score -1270976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1271044.125000 Penalty: 4587.496094
	Iteration 14Q: 3 clusters Score -1271044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1271094.875000 Penalty: 4587.496094
	Iteration 15Q: 3 clusters Score -1271095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1271145.500000 Penalty: 4587.496094
	Iteration 16Q: 3 clusters Score -1271146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1271178.000000 Penalty: 4587.496094
	Iteration 17Q: 3 clusters Score -1271178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1271203.000000 Penalty: 4587.496094
	Iteration 18Q: 3 clusters Score -1271203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1271227.250000 Penalty: 4587.496094
	Iteration 19Q: 3 clusters Score -1271227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1271242.250000 Penalty: 4587.496094
	Iteration 20F: 3 clusters Score -1271242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1271259.250000 Penalty: 4587.496094
	Iteration 21Q: 3 clusters Score -1271259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1271278.625000 Penalty: 4587.496094
	Iteration 22Q: 3 clusters Score -1271279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1271297.000000 Penalty: 4587.496094
	Iteration 23Q: 3 clusters Score -1271297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1271329.375000 Penalty: 4587.496094
	Iteration 24Q: 3 clusters Score -1271329 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1271372.875000 Penalty: 4587.496094
	Iteration 25Q: 3 clusters Score -1271373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1271413.625000 Penalty: 4587.496094
	Iteration 26Q: 3 clusters Score -1271414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1271461.250000 Penalty: 4587.496094
	Iteration 27Q: 3 clusters Score -1271461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1271489.125000 Penalty: 4587.496094
	Iteration 28Q: 3 clusters Score -1271489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1271526.375000 Penalty: 4587.496094
	Iteration 29Q: 3 clusters Score -1271526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1271554.625000 Penalty: 4587.496094
	Iteration 30Q: 3 clusters Score -1271555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1271576.375000 Penalty: 4587.496094
	Iteration 31Q: 3 clusters Score -1271576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1271600.750000 Penalty: 4587.496094
	Iteration 32Q: 3 clusters Score -1271601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1271640.125000 Penalty: 4587.496094
	Iteration 33Q: 3 clusters Score -1271640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1271674.125000 Penalty: 4587.496094
	Iteration 34Q: 3 clusters Score -1271674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1271729.375000 Penalty: 4587.496094
	Iteration 35Q: 3 clusters Score -1271729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1271765.625000 Penalty: 4587.496094
	Iteration 36Q: 3 clusters Score -1271766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1271825.500000 Penalty: 4587.496094
	Iteration 37Q: 3 clusters Score -1271826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1271904.000000 Penalty: 4587.496094
	Iteration 38Q: 3 clusters Score -1271904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1271989.500000 Penalty: 4587.496094
	Iteration 39Q: 3 clusters Score -1271990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1272064.000000 Penalty: 4587.496094
	Iteration 40F: 3 clusters Score -1272064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1272131.125000 Penalty: 4587.496094
	Iteration 41Q: 3 clusters Score -1272131 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1272182.000000 Penalty: 4587.496094
	Iteration 42Q: 3 clusters Score -1272182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1272233.625000 Penalty: 4587.496094
	Iteration 43Q: 3 clusters Score -1272234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1272303.500000 Penalty: 4587.496094
	Iteration 44Q: 3 clusters Score -1272304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1272358.500000 Penalty: 4587.496094
	Iteration 45Q: 3 clusters Score -1272358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1272389.500000 Penalty: 4587.496094
	Iteration 46Q: 3 clusters Score -1272390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1272415.125000 Penalty: 4587.496094
	Iteration 47Q: 3 clusters Score -1272415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1272432.625000 Penalty: 4587.496094
	Iteration 48Q: 3 clusters Score -1272433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1272452.875000 Penalty: 4587.496094
	Iteration 49Q: 3 clusters Score -1272453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1272472.375000 Penalty: 4587.496094
	Iteration 50Q: 3 clusters Score -1272472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1272490.250000 Penalty: 4587.496094
	Iteration 51Q: 3 clusters Score -1272490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1272498.125000 Penalty: 4587.496094
	Iteration 52Q: 3 clusters Score -1272498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1272502.625000 Penalty: 4587.496094
	Iteration 53Q: 3 clusters Score -1272503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1272514.125000 Penalty: 4587.496094
	Iteration 54Q: 3 clusters Score -1272514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1272518.500000 Penalty: 4587.496094
	Iteration 55Q: 3 clusters Score -1272518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1272523.000000 Penalty: 4587.496094
	Iteration 56Q: 3 clusters Score -1272523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1272527.250000 Penalty: 4587.496094
	Iteration 57Q: 3 clusters Score -1272527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1272536.625000 Penalty: 4587.496094
	Iteration 58Q: 3 clusters Score -1272537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1272543.750000 Penalty: 4587.496094
	Iteration 59Q: 3 clusters Score -1272544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1272548.500000 Penalty: 4587.496094
	Iteration 60F: 3 clusters Score -1272548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1272557.875000 Penalty: 4587.496094
	Iteration 61Q: 3 clusters Score -1272558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1272568.750000 Penalty: 4587.496094
	Iteration 62Q: 3 clusters Score -1272569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1272577.500000 Penalty: 4587.496094
	Iteration 63Q: 3 clusters Score -1272578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1272578.125000 Penalty: 4587.496094
	Iteration 64Q: 3 clusters Score -1272578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1272581.000000 Penalty: 4587.496094
	Iteration 65Q: 3 clusters Score -1272581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1272582.375000 Penalty: 4587.496094
	Iteration 66Q: 3 clusters Score -1272582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1272583.250000 Penalty: 4587.496094
	Iteration 67Q: 3 clusters Score -1272583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1272583.750000 Penalty: 4587.496094
	Iteration 68Q: 3 clusters Score -1272584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1272584.750000 Penalty: 4587.496094
	Iteration 69Q: 3 clusters Score -1272585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1272584.375000 Penalty: 4587.496094
	Iteration 70Q: 3 clusters Score -1272584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1272584.375000 Penalty: 4587.496094
	Iteration 71F: 3 clusters Score -1272584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 131608 members 
Mstep: Class 4 contains 121208 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 232914 members 
Mstep: Class 7 contains 155631 members 
Mstep: Class 8 contains 29750 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 107516 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 8807 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 18247 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 27843 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 1587 members 
Entering Unmasked Estep 
Score: -181105152.000000 Penalty: 112337.296875
Splitting cluster 22 changes total score from -181106176.000000 to -181105152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Entering Unmasked Estep 
Score: -2677658.750000 Penalty: 2471.927246
	Iteration 0F: 2 clusters Score -2677659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2662787.500000 Penalty: 4943.854492
	Iteration 0F: 3 clusters Score -2662788 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2667845.500000 Penalty: 4943.854492
	Iteration 1F: 3 clusters Score -2667846 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2668397.500000 Penalty: 4943.854492
	Iteration 2F: 3 clusters Score -2668398 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2668895.750000 Penalty: 4943.854492
	Iteration 3F: 3 clusters Score -2668896 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2669410.750000 Penalty: 4943.854492
	Iteration 4Q: 3 clusters Score -2669411 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2669943.000000 Penalty: 4943.854492
	Iteration 5F: 3 clusters Score -2669943 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2670457.250000 Penalty: 4943.854492
	Iteration 6Q: 3 clusters Score -2670457 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2670945.250000 Penalty: 4943.854492
	Iteration 7Q: 3 clusters Score -2670945 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2671397.250000 Penalty: 4943.854492
	Iteration 8Q: 3 clusters Score -2671397 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2671845.000000 Penalty: 4943.854492
	Iteration 9Q: 3 clusters Score -2671845 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2672228.500000 Penalty: 4943.854492
	Iteration 10Q: 3 clusters Score -2672228 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2672587.250000 Penalty: 4943.854492
	Iteration 11Q: 3 clusters Score -2672587 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2672878.750000 Penalty: 4943.854492
	Iteration 12Q: 3 clusters Score -2672879 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2673127.500000 Penalty: 4943.854492
	Iteration 13Q: 3 clusters Score -2673128 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2673323.500000 Penalty: 4943.854492
	Iteration 14Q: 3 clusters Score -2673324 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2673475.500000 Penalty: 4943.854492
	Iteration 15Q: 3 clusters Score -2673476 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2673594.500000 Penalty: 4943.854492
	Iteration 16Q: 3 clusters Score -2673594 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2673662.000000 Penalty: 4943.854492
	Iteration 17Q: 3 clusters Score -2673662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2673723.250000 Penalty: 4943.854492
	Iteration 18Q: 3 clusters Score -2673723 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2673781.250000 Penalty: 4943.854492
	Iteration 19Q: 3 clusters Score -2673781 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2673858.000000 Penalty: 4943.854492
	Iteration 20F: 3 clusters Score -2673858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2673891.750000 Penalty: 4943.854492
	Iteration 21Q: 3 clusters Score -2673892 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2673940.500000 Penalty: 4943.854492
	Iteration 22Q: 3 clusters Score -2673940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2673980.750000 Penalty: 4943.854492
	Iteration 23Q: 3 clusters Score -2673981 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2674025.500000 Penalty: 4943.854492
	Iteration 24Q: 3 clusters Score -2674026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2674065.000000 Penalty: 4943.854492
	Iteration 25Q: 3 clusters Score -2674065 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2674103.250000 Penalty: 4943.854492
	Iteration 26Q: 3 clusters Score -2674103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2674140.000000 Penalty: 4943.854492
	Iteration 27Q: 3 clusters Score -2674140 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2674166.500000 Penalty: 4943.854492
	Iteration 28Q: 3 clusters Score -2674166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2674194.000000 Penalty: 4943.854492
	Iteration 29Q: 3 clusters Score -2674194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2674216.250000 Penalty: 4943.854492
	Iteration 30Q: 3 clusters Score -2674216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2674238.500000 Penalty: 4943.854492
	Iteration 31Q: 3 clusters Score -2674238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2674251.000000 Penalty: 4943.854492
	Iteration 32Q: 3 clusters Score -2674251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2674269.000000 Penalty: 4943.854492
	Iteration 33Q: 3 clusters Score -2674269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2674289.000000 Penalty: 4943.854492
	Iteration 34Q: 3 clusters Score -2674289 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2674311.250000 Penalty: 4943.854492
	Iteration 35Q: 3 clusters Score -2674311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2674318.500000 Penalty: 4943.854492
	Iteration 36Q: 3 clusters Score -2674318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2674335.000000 Penalty: 4943.854492
	Iteration 37Q: 3 clusters Score -2674335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2674349.250000 Penalty: 4943.854492
	Iteration 38Q: 3 clusters Score -2674349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2674358.750000 Penalty: 4943.854492
	Iteration 39Q: 3 clusters Score -2674359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2674371.750000 Penalty: 4943.854492
	Iteration 40F: 3 clusters Score -2674372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2674380.250000 Penalty: 4943.854492
	Iteration 41Q: 3 clusters Score -2674380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2674390.750000 Penalty: 4943.854492
	Iteration 42Q: 3 clusters Score -2674391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2674403.500000 Penalty: 4943.854492
	Iteration 43Q: 3 clusters Score -2674404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2674412.000000 Penalty: 4943.854492
	Iteration 44Q: 3 clusters Score -2674412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2674426.750000 Penalty: 4943.854492
	Iteration 45Q: 3 clusters Score -2674427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2674433.750000 Penalty: 4943.854492
	Iteration 46Q: 3 clusters Score -2674434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2674438.000000 Penalty: 4943.854492
	Iteration 47Q: 3 clusters Score -2674438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2674457.750000 Penalty: 4943.854492
	Iteration 48Q: 3 clusters Score -2674458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2674471.250000 Penalty: 4943.854492
	Iteration 49Q: 3 clusters Score -2674471 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2674501.250000 Penalty: 4943.854492
	Iteration 50Q: 3 clusters Score -2674501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2674528.250000 Penalty: 4943.854492
	Iteration 51Q: 3 clusters Score -2674528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2674551.250000 Penalty: 4943.854492
	Iteration 52Q: 3 clusters Score -2674551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2674585.000000 Penalty: 4943.854492
	Iteration 53Q: 3 clusters Score -2674585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2674610.500000 Penalty: 4943.854492
	Iteration 54Q: 3 clusters Score -2674610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2674646.750000 Penalty: 4943.854492
	Iteration 55Q: 3 clusters Score -2674647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2674670.250000 Penalty: 4943.854492
	Iteration 56Q: 3 clusters Score -2674670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2674694.500000 Penalty: 4943.854492
	Iteration 57Q: 3 clusters Score -2674694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2674726.250000 Penalty: 4943.854492
	Iteration 58Q: 3 clusters Score -2674726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2674745.000000 Penalty: 4943.854492
	Iteration 59Q: 3 clusters Score -2674745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2674761.750000 Penalty: 4943.854492
	Iteration 60F: 3 clusters Score -2674762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2674793.750000 Penalty: 4943.854492
	Iteration 61Q: 3 clusters Score -2674794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2674832.750000 Penalty: 4943.854492
	Iteration 62Q: 3 clusters Score -2674833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2674873.250000 Penalty: 4943.854492
	Iteration 63Q: 3 clusters Score -2674873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2674911.000000 Penalty: 4943.854492
	Iteration 64Q: 3 clusters Score -2674911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2674952.750000 Penalty: 4943.854492
	Iteration 65Q: 3 clusters Score -2674953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2674987.000000 Penalty: 4943.854492
	Iteration 66Q: 3 clusters Score -2674987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2675024.500000 Penalty: 4943.854492
	Iteration 67Q: 3 clusters Score -2675024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2675056.000000 Penalty: 4943.854492
	Iteration 68Q: 3 clusters Score -2675056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2675078.000000 Penalty: 4943.854492
	Iteration 69Q: 3 clusters Score -2675078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2675088.250000 Penalty: 4943.854492
	Iteration 70Q: 3 clusters Score -2675088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2675094.750000 Penalty: 4943.854492
	Iteration 71Q: 3 clusters Score -2675095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2675105.500000 Penalty: 4943.854492
	Iteration 72Q: 3 clusters Score -2675106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2675113.750000 Penalty: 4943.854492
	Iteration 73Q: 3 clusters Score -2675114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2675123.500000 Penalty: 4943.854492
	Iteration 74Q: 3 clusters Score -2675124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2675122.250000 Penalty: 4943.854492
	Iteration 75Q: 3 clusters Score -2675122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2675126.000000 Penalty: 4943.854492
	Iteration 76Q: 3 clusters Score -2675126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2675133.250000 Penalty: 4943.854492
	Iteration 77Q: 3 clusters Score -2675133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2675139.000000 Penalty: 4943.854492
	Iteration 78Q: 3 clusters Score -2675139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2675143.000000 Penalty: 4943.854492
	Iteration 79Q: 3 clusters Score -2675143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2675149.250000 Penalty: 4943.854492
	Iteration 80F: 3 clusters Score -2675149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2675145.000000 Penalty: 4943.854492
	Iteration 81Q: 3 clusters Score -2675145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2675151.500000 Penalty: 4943.854492
	Iteration 82Q: 3 clusters Score -2675152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2675150.000000 Penalty: 4943.854492
	Iteration 83Q: 3 clusters Score -2675150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2675150.500000 Penalty: 4943.854492
	Iteration 84Q: 3 clusters Score -2675150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2675150.750000 Penalty: 4943.854492
	Iteration 85Q: 3 clusters Score -2675151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2675156.000000 Penalty: 4943.854492
	Iteration 86Q: 3 clusters Score -2675156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2675153.750000 Penalty: 4943.854492
	Iteration 87Q: 3 clusters Score -2675154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2675159.250000 Penalty: 4943.854492
	Iteration 88Q: 3 clusters Score -2675159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2675164.250000 Penalty: 4943.854492
	Iteration 89Q: 3 clusters Score -2675164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2675165.250000 Penalty: 4943.854492
	Iteration 90Q: 3 clusters Score -2675165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2675168.250000 Penalty: 4943.854492
	Iteration 91Q: 3 clusters Score -2675168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2675166.500000 Penalty: 4943.854492
	Iteration 92Q: 3 clusters Score -2675166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2675168.000000 Penalty: 4943.854492
	Iteration 93Q: 3 clusters Score -2675168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2675170.000000 Penalty: 4943.854492
	Iteration 94Q: 3 clusters Score -2675170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2675167.500000 Penalty: 4943.854492
	Iteration 95Q: 3 clusters Score -2675168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2675170.250000 Penalty: 4943.854492
	Iteration 96Q: 3 clusters Score -2675170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2675165.250000 Penalty: 4943.854492
	Iteration 97Q: 3 clusters Score -2675165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2675164.500000 Penalty: 4943.854492
	Iteration 98Q: 3 clusters Score -2675164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2675163.000000 Penalty: 4943.854492
	Iteration 99Q: 3 clusters Score -2675163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2675163.000000 Penalty: 4943.854492
	Iteration 100F: 3 clusters Score -2675163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2774080.750000 Penalty: 2462.031250
	Iteration 0F: 2 clusters Score -2774081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2759587.250000 Penalty: 4924.062500
	Iteration 0F: 3 clusters Score -2759587 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2764496.750000 Penalty: 4924.062500
	Iteration 1F: 3 clusters Score -2764497 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2764980.250000 Penalty: 4924.062500
	Iteration 2F: 3 clusters Score -2764980 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2765408.750000 Penalty: 4924.062500
	Iteration 3F: 3 clusters Score -2765409 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2765836.500000 Penalty: 4924.062500
	Iteration 4Q: 3 clusters Score -2765836 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2766299.000000 Penalty: 4924.062500
	Iteration 5Q: 3 clusters Score -2766299 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2766825.500000 Penalty: 4924.062500
	Iteration 6F: 3 clusters Score -2766826 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2767453.750000 Penalty: 4924.062500
	Iteration 7F: 3 clusters Score -2767454 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2768188.000000 Penalty: 4924.062500
	Iteration 8F: 3 clusters Score -2768188 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2769065.250000 Penalty: 4924.062500
	Iteration 9F: 3 clusters Score -2769065 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2769946.000000 Penalty: 4924.062500
	Iteration 10Q: 3 clusters Score -2769946 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2770584.250000 Penalty: 4924.062500
	Iteration 11Q: 3 clusters Score -2770584 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2770900.000000 Penalty: 4924.062500
	Iteration 12Q: 3 clusters Score -2770900 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2771015.500000 Penalty: 4924.062500
	Iteration 13Q: 3 clusters Score -2771016 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2771070.000000 Penalty: 4924.062500
	Iteration 14Q: 3 clusters Score -2771070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2771114.500000 Penalty: 4924.062500
	Iteration 15Q: 3 clusters Score -2771114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2771153.500000 Penalty: 4924.062500
	Iteration 16Q: 3 clusters Score -2771154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2771173.500000 Penalty: 4924.062500
	Iteration 17Q: 3 clusters Score -2771174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2771187.000000 Penalty: 4924.062500
	Iteration 18Q: 3 clusters Score -2771187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2771211.500000 Penalty: 4924.062500
	Iteration 19Q: 3 clusters Score -2771212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2771225.750000 Penalty: 4924.062500
	Iteration 20F: 3 clusters Score -2771226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2771236.750000 Penalty: 4924.062500
	Iteration 21Q: 3 clusters Score -2771237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2771248.500000 Penalty: 4924.062500
	Iteration 22Q: 3 clusters Score -2771248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2771253.750000 Penalty: 4924.062500
	Iteration 23Q: 3 clusters Score -2771254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2771281.750000 Penalty: 4924.062500
	Iteration 24Q: 3 clusters Score -2771282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2771301.000000 Penalty: 4924.062500
	Iteration 25Q: 3 clusters Score -2771301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2771324.250000 Penalty: 4924.062500
	Iteration 26Q: 3 clusters Score -2771324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2771335.000000 Penalty: 4924.062500
	Iteration 27Q: 3 clusters Score -2771335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2771343.750000 Penalty: 4924.062500
	Iteration 28Q: 3 clusters Score -2771344 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2771366.500000 Penalty: 4924.062500
	Iteration 29Q: 3 clusters Score -2771366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2771371.500000 Penalty: 4924.062500
	Iteration 30Q: 3 clusters Score -2771372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2771396.000000 Penalty: 4924.062500
	Iteration 31Q: 3 clusters Score -2771396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2771412.500000 Penalty: 4924.062500
	Iteration 32Q: 3 clusters Score -2771412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2771414.000000 Penalty: 4924.062500
	Iteration 33Q: 3 clusters Score -2771414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2771424.000000 Penalty: 4924.062500
	Iteration 34Q: 3 clusters Score -2771424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2771430.750000 Penalty: 4924.062500
	Iteration 35Q: 3 clusters Score -2771431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2771451.250000 Penalty: 4924.062500
	Iteration 36Q: 3 clusters Score -2771451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2771468.750000 Penalty: 4924.062500
	Iteration 37Q: 3 clusters Score -2771469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2771482.750000 Penalty: 4924.062500
	Iteration 38Q: 3 clusters Score -2771483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2771490.500000 Penalty: 4924.062500
	Iteration 39Q: 3 clusters Score -2771490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2771502.250000 Penalty: 4924.062500
	Iteration 40F: 3 clusters Score -2771502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2771503.500000 Penalty: 4924.062500
	Iteration 41Q: 3 clusters Score -2771504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2771517.500000 Penalty: 4924.062500
	Iteration 42Q: 3 clusters Score -2771518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2771536.000000 Penalty: 4924.062500
	Iteration 43Q: 3 clusters Score -2771536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2771552.000000 Penalty: 4924.062500
	Iteration 44Q: 3 clusters Score -2771552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2771557.750000 Penalty: 4924.062500
	Iteration 45Q: 3 clusters Score -2771558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2771561.250000 Penalty: 4924.062500
	Iteration 46Q: 3 clusters Score -2771561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2771563.750000 Penalty: 4924.062500
	Iteration 47Q: 3 clusters Score -2771564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2771569.500000 Penalty: 4924.062500
	Iteration 48Q: 3 clusters Score -2771570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2771575.250000 Penalty: 4924.062500
	Iteration 49Q: 3 clusters Score -2771575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2771580.000000 Penalty: 4924.062500
	Iteration 50Q: 3 clusters Score -2771580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2771590.750000 Penalty: 4924.062500
	Iteration 51Q: 3 clusters Score -2771591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2771587.750000 Penalty: 4924.062500
	Iteration 52Q: 3 clusters Score -2771588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2771601.000000 Penalty: 4924.062500
	Iteration 53Q: 3 clusters Score -2771601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2771608.250000 Penalty: 4924.062500
	Iteration 54Q: 3 clusters Score -2771608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2771608.750000 Penalty: 4924.062500
	Iteration 55Q: 3 clusters Score -2771609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2771616.500000 Penalty: 4924.062500
	Iteration 56Q: 3 clusters Score -2771616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2771617.000000 Penalty: 4924.062500
	Iteration 57Q: 3 clusters Score -2771617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2771617.500000 Penalty: 4924.062500
	Iteration 58Q: 3 clusters Score -2771618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2771619.750000 Penalty: 4924.062500
	Iteration 59Q: 3 clusters Score -2771620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2771631.750000 Penalty: 4924.062500
	Iteration 60F: 3 clusters Score -2771632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2771631.250000 Penalty: 4924.062500
	Iteration 61Q: 3 clusters Score -2771631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2771634.750000 Penalty: 4924.062500
	Iteration 62Q: 3 clusters Score -2771635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2771640.250000 Penalty: 4924.062500
	Iteration 63Q: 3 clusters Score -2771640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2771637.750000 Penalty: 4924.062500
	Iteration 64Q: 3 clusters Score -2771638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2771647.750000 Penalty: 4924.062500
	Iteration 65Q: 3 clusters Score -2771648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2771654.250000 Penalty: 4924.062500
	Iteration 66Q: 3 clusters Score -2771654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2771661.750000 Penalty: 4924.062500
	Iteration 67Q: 3 clusters Score -2771662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2771671.000000 Penalty: 4924.062500
	Iteration 68Q: 3 clusters Score -2771671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2771683.250000 Penalty: 4924.062500
	Iteration 69Q: 3 clusters Score -2771683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2771696.250000 Penalty: 4924.062500
	Iteration 70Q: 3 clusters Score -2771696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2771704.250000 Penalty: 4924.062500
	Iteration 71Q: 3 clusters Score -2771704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2771706.000000 Penalty: 4924.062500
	Iteration 72Q: 3 clusters Score -2771706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2771722.500000 Penalty: 4924.062500
	Iteration 73Q: 3 clusters Score -2771722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2771729.000000 Penalty: 4924.062500
	Iteration 74Q: 3 clusters Score -2771729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2771739.000000 Penalty: 4924.062500
	Iteration 75Q: 3 clusters Score -2771739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2771741.000000 Penalty: 4924.062500
	Iteration 76Q: 3 clusters Score -2771741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2771753.250000 Penalty: 4924.062500
	Iteration 77Q: 3 clusters Score -2771753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2771763.500000 Penalty: 4924.062500
	Iteration 78Q: 3 clusters Score -2771764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2771767.000000 Penalty: 4924.062500
	Iteration 79Q: 3 clusters Score -2771767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2771780.000000 Penalty: 4924.062500
	Iteration 80F: 3 clusters Score -2771780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2771781.250000 Penalty: 4924.062500
	Iteration 81Q: 3 clusters Score -2771781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2771783.500000 Penalty: 4924.062500
	Iteration 82Q: 3 clusters Score -2771784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2771781.000000 Penalty: 4924.062500
	Iteration 83Q: 3 clusters Score -2771781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2771781.000000 Penalty: 4924.062500
	Iteration 84Q: 3 clusters Score -2771781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2771780.500000 Penalty: 4924.062500
	Iteration 85Q: 3 clusters Score -2771780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2771784.000000 Penalty: 4924.062500
	Iteration 86Q: 3 clusters Score -2771784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2771789.500000 Penalty: 4924.062500
	Iteration 87Q: 3 clusters Score -2771790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2771785.000000 Penalty: 4924.062500
	Iteration 88Q: 3 clusters Score -2771785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2771785.500000 Penalty: 4924.062500
	Iteration 89Q: 3 clusters Score -2771786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2771792.250000 Penalty: 4924.062500
	Iteration 90Q: 3 clusters Score -2771792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2771790.250000 Penalty: 4924.062500
	Iteration 91Q: 3 clusters Score -2771790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2771790.750000 Penalty: 4924.062500
	Iteration 92Q: 3 clusters Score -2771791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2771793.750000 Penalty: 4924.062500
	Iteration 93Q: 3 clusters Score -2771794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2771799.000000 Penalty: 4924.062500
	Iteration 94Q: 3 clusters Score -2771799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2771800.750000 Penalty: 4924.062500
	Iteration 95Q: 3 clusters Score -2771801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2771812.500000 Penalty: 4924.062500
	Iteration 96Q: 3 clusters Score -2771812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2771811.500000 Penalty: 4924.062500
	Iteration 97Q: 3 clusters Score -2771812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2771826.000000 Penalty: 4924.062500
	Iteration 98Q: 3 clusters Score -2771826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2771825.250000 Penalty: 4924.062500
	Iteration 99Q: 3 clusters Score -2771825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2771831.250000 Penalty: 4924.062500
	Iteration 100F: 3 clusters Score -2771831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2771836.250000 Penalty: 4924.062500
	Iteration 101Q: 3 clusters Score -2771836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2771836.500000 Penalty: 4924.062500
	Iteration 102Q: 3 clusters Score -2771836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2771836.500000 Penalty: 4924.062500
	Iteration 103Q: 3 clusters Score -2771836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2771838.250000 Penalty: 4924.062500
	Iteration 104Q: 3 clusters Score -2771838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2771839.500000 Penalty: 4924.062500
	Iteration 105Q: 3 clusters Score -2771840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2771840.750000 Penalty: 4924.062500
	Iteration 106Q: 3 clusters Score -2771841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2771848.500000 Penalty: 4924.062500
	Iteration 107Q: 3 clusters Score -2771848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2771848.500000 Penalty: 4924.062500
	Iteration 108Q: 3 clusters Score -2771848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2771851.000000 Penalty: 4924.062500
	Iteration 109Q: 3 clusters Score -2771851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2771849.000000 Penalty: 4924.062500
	Iteration 110Q: 3 clusters Score -2771849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2771850.250000 Penalty: 4924.062500
	Iteration 111Q: 3 clusters Score -2771850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2771847.000000 Penalty: 4924.062500
	Iteration 112Q: 3 clusters Score -2771847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2771850.250000 Penalty: 4924.062500
	Iteration 113Q: 3 clusters Score -2771850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2771851.250000 Penalty: 4924.062500
	Iteration 114Q: 3 clusters Score -2771851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2771854.500000 Penalty: 4924.062500
	Iteration 115Q: 3 clusters Score -2771854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2771851.750000 Penalty: 4924.062500
	Iteration 116Q: 3 clusters Score -2771852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2771859.250000 Penalty: 4924.062500
	Iteration 117Q: 3 clusters Score -2771859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2771857.000000 Penalty: 4924.062500
	Iteration 118Q: 3 clusters Score -2771857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2771854.000000 Penalty: 4924.062500
	Iteration 119Q: 3 clusters Score -2771854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2771857.000000 Penalty: 4924.062500
	Iteration 120F: 3 clusters Score -2771857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2771862.000000 Penalty: 4924.062500
	Iteration 121Q: 3 clusters Score -2771862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2771862.000000 Penalty: 4924.062500
	Iteration 122F: 3 clusters Score -2771862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -108933.367188 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -108933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -107101.382812 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -107101.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107379.054688 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -107379.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107450.992188 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -107451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107502.101562 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -107502.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107530.445312 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -107530.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107555.140625 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -107555.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107579.617188 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -107579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107592.718750 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -107592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107609.593750 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -107609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107613.921875 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -107613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107613.921875 Penalty: 3352.014893
	Iteration 10F: 3 clusters Score -107613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Entering Unmasked Estep 
Score: -2130423.500000 Penalty: 2404.463623
	Iteration 0F: 2 clusters Score -2130424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2118797.250000 Penalty: 4808.927246
	Iteration 0F: 3 clusters Score -2118797 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2122487.500000 Penalty: 4808.927246
	Iteration 1F: 3 clusters Score -2122488 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2122936.750000 Penalty: 4808.927246
	Iteration 2F: 3 clusters Score -2122937 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2123352.750000 Penalty: 4808.927246
	Iteration 3F: 3 clusters Score -2123353 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2123845.500000 Penalty: 4808.927246
	Iteration 4F: 3 clusters Score -2123846 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2124498.000000 Penalty: 4808.927246
	Iteration 5F: 3 clusters Score -2124498 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2125420.000000 Penalty: 4808.927246
	Iteration 6F: 3 clusters Score -2125420 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2126723.250000 Penalty: 4808.927246
	Iteration 7F: 3 clusters Score -2126723 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2128089.500000 Penalty: 4808.927246
	Iteration 8F: 3 clusters Score -2128090 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2129236.250000 Penalty: 4808.927246
	Iteration 9F: 3 clusters Score -2129236 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2129789.750000 Penalty: 4808.927246
	Iteration 10Q: 3 clusters Score -2129790 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2130030.250000 Penalty: 4808.927246
	Iteration 11Q: 3 clusters Score -2130030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2130147.500000 Penalty: 4808.927246
	Iteration 12Q: 3 clusters Score -2130148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2130204.500000 Penalty: 4808.927246
	Iteration 13Q: 3 clusters Score -2130204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2130233.500000 Penalty: 4808.927246
	Iteration 14Q: 3 clusters Score -2130234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2130254.000000 Penalty: 4808.927246
	Iteration 15Q: 3 clusters Score -2130254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2130272.000000 Penalty: 4808.927246
	Iteration 16Q: 3 clusters Score -2130272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2130275.250000 Penalty: 4808.927246
	Iteration 17Q: 3 clusters Score -2130275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2130286.500000 Penalty: 4808.927246
	Iteration 18Q: 3 clusters Score -2130286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2130295.000000 Penalty: 4808.927246
	Iteration 19Q: 3 clusters Score -2130295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2130311.500000 Penalty: 4808.927246
	Iteration 20F: 3 clusters Score -2130312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2130315.000000 Penalty: 4808.927246
	Iteration 21Q: 3 clusters Score -2130315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2130314.250000 Penalty: 4808.927246
	Iteration 22Q: 3 clusters Score -2130314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2130316.500000 Penalty: 4808.927246
	Iteration 23Q: 3 clusters Score -2130316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2130319.750000 Penalty: 4808.927246
	Iteration 24Q: 3 clusters Score -2130320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2130315.250000 Penalty: 4808.927246
	Iteration 25Q: 3 clusters Score -2130315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2130316.750000 Penalty: 4808.927246
	Iteration 26Q: 3 clusters Score -2130317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2130315.750000 Penalty: 4808.927246
	Iteration 27Q: 3 clusters Score -2130316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2130319.750000 Penalty: 4808.927246
	Iteration 28Q: 3 clusters Score -2130320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2130320.000000 Penalty: 4808.927246
	Iteration 29Q: 3 clusters Score -2130320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2130316.750000 Penalty: 4808.927246
	Iteration 30Q: 3 clusters Score -2130317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2130317.500000 Penalty: 4808.927246
	Iteration 31Q: 3 clusters Score -2130318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2130319.500000 Penalty: 4808.927246
	Iteration 32Q: 3 clusters Score -2130320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2130323.000000 Penalty: 4808.927246
	Iteration 33Q: 3 clusters Score -2130323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2130324.000000 Penalty: 4808.927246
	Iteration 34Q: 3 clusters Score -2130324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2130324.750000 Penalty: 4808.927246
	Iteration 35Q: 3 clusters Score -2130325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2130326.250000 Penalty: 4808.927246
	Iteration 36Q: 3 clusters Score -2130326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2130326.000000 Penalty: 4808.927246
	Iteration 37Q: 3 clusters Score -2130326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2130328.500000 Penalty: 4808.927246
	Iteration 38Q: 3 clusters Score -2130328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2130326.500000 Penalty: 4808.927246
	Iteration 39Q: 3 clusters Score -2130326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2130326.500000 Penalty: 4808.927246
	Iteration 40F: 3 clusters Score -2130326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Entering Unmasked Estep 
Score: -2391759.750000 Penalty: 2433.315430
	Iteration 0F: 2 clusters Score -2391760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2378851.750000 Penalty: 4866.630859
	Iteration 0F: 3 clusters Score -2378852 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2383053.750000 Penalty: 4866.630859
	Iteration 1F: 3 clusters Score -2383054 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2383422.500000 Penalty: 4866.630859
	Iteration 2F: 3 clusters Score -2383422 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2383706.500000 Penalty: 4866.630859
	Iteration 3Q: 3 clusters Score -2383706 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2383978.250000 Penalty: 4866.630859
	Iteration 4Q: 3 clusters Score -2383978 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2384275.250000 Penalty: 4866.630859
	Iteration 5Q: 3 clusters Score -2384275 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2384633.250000 Penalty: 4866.630859
	Iteration 6Q: 3 clusters Score -2384633 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2385087.750000 Penalty: 4866.630859
	Iteration 7Q: 3 clusters Score -2385088 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2385647.750000 Penalty: 4866.630859
	Iteration 8Q: 3 clusters Score -2385648 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2386264.750000 Penalty: 4866.630859
	Iteration 9Q: 3 clusters Score -2386265 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2386929.000000 Penalty: 4866.630859
	Iteration 10Q: 3 clusters Score -2386929 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2387751.000000 Penalty: 4866.630859
	Iteration 11Q: 3 clusters Score -2387751 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2388544.250000 Penalty: 4866.630859
	Iteration 12Q: 3 clusters Score -2388544 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2389194.000000 Penalty: 4866.630859
	Iteration 13Q: 3 clusters Score -2389194 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2389624.500000 Penalty: 4866.630859
	Iteration 14Q: 3 clusters Score -2389624 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2389907.500000 Penalty: 4866.630859
	Iteration 15Q: 3 clusters Score -2389908 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2390089.250000 Penalty: 4866.630859
	Iteration 16Q: 3 clusters Score -2390089 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2390181.750000 Penalty: 4866.630859
	Iteration 17Q: 3 clusters Score -2390182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2390239.250000 Penalty: 4866.630859
	Iteration 18Q: 3 clusters Score -2390239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2390268.250000 Penalty: 4866.630859
	Iteration 19Q: 3 clusters Score -2390268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2390286.500000 Penalty: 4866.630859
	Iteration 20F: 3 clusters Score -2390286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2390302.750000 Penalty: 4866.630859
	Iteration 21Q: 3 clusters Score -2390303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2390314.250000 Penalty: 4866.630859
	Iteration 22Q: 3 clusters Score -2390314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2390329.750000 Penalty: 4866.630859
	Iteration 23Q: 3 clusters Score -2390330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2390328.750000 Penalty: 4866.630859
	Iteration 24Q: 3 clusters Score -2390329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2390332.250000 Penalty: 4866.630859
	Iteration 25Q: 3 clusters Score -2390332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2390335.750000 Penalty: 4866.630859
	Iteration 26Q: 3 clusters Score -2390336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2390343.500000 Penalty: 4866.630859
	Iteration 27Q: 3 clusters Score -2390344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2390342.000000 Penalty: 4866.630859
	Iteration 28Q: 3 clusters Score -2390342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2390341.250000 Penalty: 4866.630859
	Iteration 29Q: 3 clusters Score -2390341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2390347.250000 Penalty: 4866.630859
	Iteration 30Q: 3 clusters Score -2390347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2390343.500000 Penalty: 4866.630859
	Iteration 31Q: 3 clusters Score -2390344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2390344.750000 Penalty: 4866.630859
	Iteration 32Q: 3 clusters Score -2390345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2390347.250000 Penalty: 4866.630859
	Iteration 33Q: 3 clusters Score -2390347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2390345.250000 Penalty: 4866.630859
	Iteration 34Q: 3 clusters Score -2390345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2390347.000000 Penalty: 4866.630859
	Iteration 35Q: 3 clusters Score -2390347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2390347.000000 Penalty: 4866.630859
	Iteration 36F: 3 clusters Score -2390347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -724727.125000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -724727.1 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 2958 members 
Entering Unmasked Estep 
Score: -719651.687500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -719651.7 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -721036.562500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -721036.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -721289.437500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -721289.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -721463.375000 Penalty: 4308.217773
	Iteration 3Q: 3 clusters Score -721463.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -721621.312500 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -721621.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -721765.687500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -721765.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -721928.937500 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -721928.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -722129.125000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -722129.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -722343.187500 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -722343.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -722592.000000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -722592 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -722869.812500 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -722869.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -723130.812500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -723130.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -723341.812500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -723341.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -723497.937500 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -723497.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -723605.250000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -723605.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -723685.375000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -723685.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -723728.437500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -723728.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -723748.812500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -723748.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -723768.750000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -723768.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -723781.875000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -723781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -723787.437500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -723787.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -723791.437500 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -723791.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -723795.937500 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -723795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -723795.812500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -723795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -723798.875000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -723798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -723800.500000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -723800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -723801.187500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -723801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -723801.125000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -723801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -723800.812500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -723800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -723800.812500 Penalty: 4308.217773
	Iteration 29F: 3 clusters Score -723800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -953654.250000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -953654.2 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 3567 members 
Entering Unmasked Estep 
Score: -947749.250000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -947749.2 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -949361.812500 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -949361.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -949776.625000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -949776.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -950169.125000 Penalty: 4406.629395
	Iteration 3F: 3 clusters Score -950169.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -950599.937500 Penalty: 4406.629395
	Iteration 4F: 3 clusters Score -950599.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -951011.687500 Penalty: 4406.629395
	Iteration 5F: 3 clusters Score -951011.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -951293.750000 Penalty: 4406.629395
	Iteration 6F: 3 clusters Score -951293.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -951459.687500 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -951459.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -951547.437500 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -951547.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -951604.375000 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -951604.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -951640.375000 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -951640.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -951659.562500 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -951659.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -951671.500000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -951671.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -951679.437500 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -951679.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -951684.125000 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -951684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -951691.500000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -951691.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -951696.625000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -951696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -951697.625000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -951697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -951701.562500 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -951701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -951703.750000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -951703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -951707.000000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -951707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -951710.125000 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -951710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -951709.625000 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -951709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -951713.562500 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -951713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -951713.187500 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -951713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -951712.875000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -951712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -951712.687500 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -951712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -951714.125000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -951714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -951713.687500 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -951713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -951715.250000 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -951715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -951716.437500 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -951716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -951717.625000 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -951717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -951717.937500 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -951717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -951717.250000 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -951717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -951718.312500 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -951718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -951716.750000 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -951716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -951716.812500 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -951716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -951716.812500 Penalty: 4406.629395
	Iteration 37F: 3 clusters Score -951716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Entering Unmasked Estep 
Score: -3707063.000000 Penalty: 2538.115479
	Iteration 0F: 2 clusters Score -3707063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3687985.500000 Penalty: 5076.230957
	Iteration 0F: 3 clusters Score -3687986 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3694623.750000 Penalty: 5076.230957
	Iteration 1F: 3 clusters Score -3694624 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3695304.250000 Penalty: 5076.230957
	Iteration 2F: 3 clusters Score -3695304 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3696157.250000 Penalty: 5076.230957
	Iteration 3F: 3 clusters Score -3696157 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3697163.250000 Penalty: 5076.230957
	Iteration 4F: 3 clusters Score -3697163 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3698191.500000 Penalty: 5076.230957
	Iteration 5F: 3 clusters Score -3698192 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3699135.250000 Penalty: 5076.230957
	Iteration 6F: 3 clusters Score -3699135 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3699993.250000 Penalty: 5076.230957
	Iteration 7F: 3 clusters Score -3699993 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3700757.250000 Penalty: 5076.230957
	Iteration 8Q: 3 clusters Score -3700757 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3701519.500000 Penalty: 5076.230957
	Iteration 9Q: 3 clusters Score -3701520 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3702288.000000 Penalty: 5076.230957
	Iteration 10Q: 3 clusters Score -3702288 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3703012.000000 Penalty: 5076.230957
	Iteration 11Q: 3 clusters Score -3703012 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3703687.000000 Penalty: 5076.230957
	Iteration 12Q: 3 clusters Score -3703687 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3704240.250000 Penalty: 5076.230957
	Iteration 13Q: 3 clusters Score -3704240 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3704597.250000 Penalty: 5076.230957
	Iteration 14Q: 3 clusters Score -3704597 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3704871.250000 Penalty: 5076.230957
	Iteration 15Q: 3 clusters Score -3704871 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3705118.250000 Penalty: 5076.230957
	Iteration 16Q: 3 clusters Score -3705118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3705322.250000 Penalty: 5076.230957
	Iteration 17Q: 3 clusters Score -3705322 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3705523.500000 Penalty: 5076.230957
	Iteration 18Q: 3 clusters Score -3705524 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3705653.250000 Penalty: 5076.230957
	Iteration 19Q: 3 clusters Score -3705653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3705717.500000 Penalty: 5076.230957
	Iteration 20F: 3 clusters Score -3705718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3705761.000000 Penalty: 5076.230957
	Iteration 21Q: 3 clusters Score -3705761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3705781.000000 Penalty: 5076.230957
	Iteration 22Q: 3 clusters Score -3705781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3705801.750000 Penalty: 5076.230957
	Iteration 23Q: 3 clusters Score -3705802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3705807.000000 Penalty: 5076.230957
	Iteration 24Q: 3 clusters Score -3705807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3705811.250000 Penalty: 5076.230957
	Iteration 25Q: 3 clusters Score -3705811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3705819.500000 Penalty: 5076.230957
	Iteration 26Q: 3 clusters Score -3705820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3705822.750000 Penalty: 5076.230957
	Iteration 27Q: 3 clusters Score -3705823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3705825.500000 Penalty: 5076.230957
	Iteration 28Q: 3 clusters Score -3705826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3705832.250000 Penalty: 5076.230957
	Iteration 29Q: 3 clusters Score -3705832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3705833.750000 Penalty: 5076.230957
	Iteration 30Q: 3 clusters Score -3705834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3705832.750000 Penalty: 5076.230957
	Iteration 31Q: 3 clusters Score -3705833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3705826.750000 Penalty: 5076.230957
	Iteration 32Q: 3 clusters Score -3705827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3705834.000000 Penalty: 5076.230957
	Iteration 33Q: 3 clusters Score -3705834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3705834.500000 Penalty: 5076.230957
	Iteration 34Q: 3 clusters Score -3705834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3705839.500000 Penalty: 5076.230957
	Iteration 35Q: 3 clusters Score -3705840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3705839.500000 Penalty: 5076.230957
	Iteration 36Q: 3 clusters Score -3705840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3705831.500000 Penalty: 5076.230957
	Iteration 37Q: 3 clusters Score -3705832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3705833.250000 Penalty: 5076.230957
	Iteration 38Q: 3 clusters Score -3705833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3705830.500000 Penalty: 5076.230957
	Iteration 39Q: 3 clusters Score -3705830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3705830.500000 Penalty: 5076.230957
	Iteration 40F: 3 clusters Score -3705830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -55889.664062 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -55889.66 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 231 members 
Entering Unmasked Estep 
Score: -54414.589844 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -54414.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54627.437500 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -54627.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54682.511719 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -54682.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54714.187500 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -54714.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54753.320312 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -54753.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54769.792969 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -54769.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54776.847656 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -54776.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54778.019531 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -54778.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54778.019531 Penalty: 3041.088379
	Iteration 8F: 3 clusters Score -54778.02 nChanged 0
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -539888960.000000 Penalty: 117272.890625
24->32 Clusters: Score -539888960.000000, best is -540187712.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1404800 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 58466 members 
Mstep: Class 3 contains 58576 members 
Mstep: Class 4 contains 58665 members 
Mstep: Class 5 contains 58203 members 
Mstep: Class 6 contains 58400 members 
Mstep: Class 7 contains 58466 members 
Mstep: Class 8 contains 58863 members 
Mstep: Class 9 contains 58728 members 
Mstep: Class 10 contains 58263 members 
Mstep: Class 11 contains 58481 members 
Mstep: Class 12 contains 58722 members 
Mstep: Class 13 contains 58545 members 
Mstep: Class 14 contains 58670 members 
Mstep: Class 15 contains 58228 members 
Mstep: Class 16 contains 58532 members 
Mstep: Class 17 contains 58680 members 
Mstep: Class 18 contains 58498 members 
Mstep: Class 19 contains 58509 members 
Mstep: Class 20 contains 58839 members 
Mstep: Class 21 contains 58804 members 
Mstep: Class 22 contains 58439 members 
Mstep: Class 23 contains 58582 members 
Mstep: Class 24 contains 58328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1339.852783 but Gain 3510.539062
Score: -174494960.000000 Penalty: 80742.429688
Iteration 0F: 24 clusters Score -1.74495e+08 nChanged 1338859
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 56867 members 
Mstep: Class 4 contains 66371 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 67159 members 
Mstep: Class 7 contains 97582 members 
Mstep: Class 8 contains 65434 members 
Mstep: Class 9 contains 71135 members 
Mstep: Class 10 contains 113179 members 
Mstep: Class 11 contains 104295 members 
Mstep: Class 12 contains 61655 members 
Mstep: Class 13 contains 33235 members 
Mstep: Class 14 contains 114914 members 
Mstep: Class 16 contains 63512 members 
Mstep: Class 17 contains 57044 members 
Mstep: Class 18 contains 41551 members 
Mstep: Class 19 contains 45256 members 
Mstep: Class 20 contains 65147 members 
Mstep: Class 21 contains 47687 members 
Mstep: Class 22 contains 38713 members 
Mstep: Class 23 contains 38968 members 
Mstep: Class 24 contains 29926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178240608.000000 Penalty: 80742.429688
Iteration 1F: 24 clusters Score -1.782406e+08 nChanged 567362
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 54337 members 
Mstep: Class 3 contains 56880 members 
Mstep: Class 4 contains 62760 members 
Mstep: Class 5 contains 27113 members 
Mstep: Class 6 contains 68745 members 
Mstep: Class 7 contains 135852 members 
Mstep: Class 8 contains 65050 members 
Mstep: Class 9 contains 74472 members 
Mstep: Class 10 contains 86324 members 
Mstep: Class 11 contains 184593 members 
Mstep: Class 12 contains 54300 members 
Mstep: Class 13 contains 30267 members 
Mstep: Class 14 contains 94601 members 
Mstep: Class 16 contains 62837 members 
Mstep: Class 17 contains 55509 members 
Mstep: Class 18 contains 24803 members 
Mstep: Class 19 contains 35269 members 
Mstep: Class 20 contains 75505 members 
Mstep: Class 21 contains 38839 members 
Mstep: Class 22 contains 37275 members 
Mstep: Class 23 contains 24258 members 
Mstep: Class 24 contains 30449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179312096.000000 Penalty: 80742.429688
Iteration 2F: 24 clusters Score -1.793121e+08 nChanged 405189
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 60190 members 
Mstep: Class 3 contains 53912 members 
Mstep: Class 4 contains 56008 members 
Mstep: Class 5 contains 21253 members 
Mstep: Class 6 contains 52004 members 
Mstep: Class 7 contains 164309 members 
Mstep: Class 8 contains 55470 members 
Mstep: Class 9 contains 62771 members 
Mstep: Class 10 contains 62306 members 
Mstep: Class 11 contains 250028 members 
Mstep: Class 12 contains 53764 members 
Mstep: Class 13 contains 37019 members 
Mstep: Class 14 contains 70144 members 
Mstep: Class 16 contains 68083 members 
Mstep: Class 17 contains 54777 members 
Mstep: Class 18 contains 12795 members 
Mstep: Class 19 contains 39012 members 
Mstep: Class 20 contains 78614 members 
Mstep: Class 21 contains 40322 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 17226 members 
Mstep: Class 24 contains 38988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179815056.000000 Penalty: 80742.429688
Iteration 3F: 24 clusters Score -1.798151e+08 nChanged 305709
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 62776 members 
Mstep: Class 3 contains 55550 members 
Mstep: Class 4 contains 51496 members 
Mstep: Class 5 contains 19309 members 
Mstep: Class 6 contains 35105 members 
Mstep: Class 7 contains 191772 members 
Mstep: Class 8 contains 49296 members 
Mstep: Class 9 contains 50539 members 
Mstep: Class 10 contains 48439 members 
Mstep: Class 11 contains 269391 members 
Mstep: Class 12 contains 66953 members 
Mstep: Class 13 contains 43225 members 
Mstep: Class 14 contains 45898 members 
Mstep: Class 16 contains 68998 members 
Mstep: Class 17 contains 56833 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 19 contains 51554 members 
Mstep: Class 20 contains 80680 members 
Mstep: Class 21 contains 46909 members 
Mstep: Class 22 contains 34179 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 45460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180117328.000000 Penalty: 80742.429688
Iteration 4F: 24 clusters Score -1.801173e+08 nChanged 238839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 61544 members 
Mstep: Class 4 contains 46311 members 
Mstep: Class 5 contains 18941 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 215065 members 
Mstep: Class 8 contains 46232 members 
Mstep: Class 9 contains 40479 members 
Mstep: Class 10 contains 42577 members 
Mstep: Class 11 contains 263774 members 
Mstep: Class 12 contains 85780 members 
Mstep: Class 13 contains 45948 members 
Mstep: Class 14 contains 28226 members 
Mstep: Class 16 contains 65335 members 
Mstep: Class 17 contains 61924 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 61478 members 
Mstep: Class 20 contains 84010 members 
Mstep: Class 21 contains 54575 members 
Mstep: Class 22 contains 30895 members 
Mstep: Class 23 contains 5687 members 
Mstep: Class 24 contains 46243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180316576.000000 Penalty: 80742.429688
Iteration 5F: 24 clusters Score -1.803166e+08 nChanged 193720
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 56469 members 
Mstep: Class 3 contains 70569 members 
Mstep: Class 4 contains 38847 members 
Mstep: Class 5 contains 19559 members 
Mstep: Class 6 contains 18318 members 
Mstep: Class 7 contains 229784 members 
Mstep: Class 8 contains 43641 members 
Mstep: Class 9 contains 31632 members 
Mstep: Class 10 contains 38882 members 
Mstep: Class 11 contains 254953 members 
Mstep: Class 12 contains 100718 members 
Mstep: Class 13 contains 46553 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 16 contains 61506 members 
Mstep: Class 17 contains 70238 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 67593 members 
Mstep: Class 20 contains 87331 members 
Mstep: Class 21 contains 60140 members 
Mstep: Class 22 contains 29335 members 
Mstep: Class 23 contains 3787 members 
Mstep: Class 24 contains 44106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465392.000000 Penalty: 80742.429688
Iteration 6F: 24 clusters Score -1.804654e+08 nChanged 161801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 51355 members 
Mstep: Class 3 contains 81073 members 
Mstep: Class 4 contains 31012 members 
Mstep: Class 5 contains 20440 members 
Mstep: Class 6 contains 16272 members 
Mstep: Class 7 contains 234454 members 
Mstep: Class 8 contains 40450 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 36186 members 
Mstep: Class 11 contains 250230 members 
Mstep: Class 12 contains 112041 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 11841 members 
Mstep: Class 16 contains 59022 members 
Mstep: Class 17 contains 80557 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 19 contains 71347 members 
Mstep: Class 20 contains 89407 members 
Mstep: Class 21 contains 63650 members 
Mstep: Class 22 contains 28237 members 
Mstep: Class 23 contains 4072 members 
Mstep: Class 24 contains 41132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180586320.000000 Penalty: 80742.429688
Iteration 7F: 24 clusters Score -1.805863e+08 nChanged 136811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 46730 members 
Mstep: Class 3 contains 91082 members 
Mstep: Class 4 contains 24424 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 16136 members 
Mstep: Class 7 contains 231726 members 
Mstep: Class 8 contains 36610 members 
Mstep: Class 9 contains 18785 members 
Mstep: Class 10 contains 33871 members 
Mstep: Class 11 contains 249511 members 
Mstep: Class 12 contains 121887 members 
Mstep: Class 13 contains 44889 members 
Mstep: Class 14 contains 8253 members 
Mstep: Class 16 contains 57335 members 
Mstep: Class 17 contains 91658 members 
Mstep: Class 18 contains 1450 members 
Mstep: Class 19 contains 73749 members 
Mstep: Class 20 contains 89706 members 
Mstep: Class 21 contains 65728 members 
Mstep: Class 22 contains 27097 members 
Mstep: Class 23 contains 5307 members 
Mstep: Class 24 contains 37834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180687312.000000 Penalty: 80742.429688
Iteration 8F: 24 clusters Score -1.806873e+08 nChanged 112346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 42890 members 
Mstep: Class 3 contains 99616 members 
Mstep: Class 4 contains 20016 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 6 contains 16927 members 
Mstep: Class 7 contains 225639 members 
Mstep: Class 8 contains 32293 members 
Mstep: Class 9 contains 15518 members 
Mstep: Class 10 contains 31648 members 
Mstep: Class 11 contains 249873 members 
Mstep: Class 12 contains 131553 members 
Mstep: Class 13 contains 43436 members 
Mstep: Class 14 contains 6393 members 
Mstep: Class 16 contains 56055 members 
Mstep: Class 17 contains 102299 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 75568 members 
Mstep: Class 20 contains 88326 members 
Mstep: Class 21 contains 67219 members 
Mstep: Class 22 contains 25873 members 
Mstep: Class 23 contains 6827 members 
Mstep: Class 24 contains 34290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180762480.000000 Penalty: 80742.429688
Iteration 9F: 24 clusters Score -1.807625e+08 nChanged 92105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 40006 members 
Mstep: Class 3 contains 106631 members 
Mstep: Class 4 contains 17600 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 18008 members 
Mstep: Class 7 contains 217895 members 
Mstep: Class 8 contains 27902 members 
Mstep: Class 9 contains 13921 members 
Mstep: Class 10 contains 29607 members 
Mstep: Class 11 contains 250461 members 
Mstep: Class 12 contains 141539 members 
Mstep: Class 13 contains 41797 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 16 contains 54460 members 
Mstep: Class 17 contains 112003 members 
Mstep: Class 18 contains 1339 members 
Mstep: Class 19 contains 76976 members 
Mstep: Class 20 contains 85653 members 
Mstep: Class 21 contains 68593 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 30906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180817568.000000 Penalty: 80742.429688
Iteration 10F: 24 clusters Score -1.808176e+08 nChanged 76832
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 38053 members 
Mstep: Class 3 contains 112448 members 
Mstep: Class 4 contains 16019 members 
Mstep: Class 5 contains 22174 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 209262 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 27971 members 
Mstep: Class 11 contains 250948 members 
Mstep: Class 12 contains 151703 members 
Mstep: Class 13 contains 39822 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 16 contains 53001 members 
Mstep: Class 17 contains 120697 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 19 contains 78214 members 
Mstep: Class 20 contains 82086 members 
Mstep: Class 21 contains 70005 members 
Mstep: Class 22 contains 23515 members 
Mstep: Class 23 contains 10437 members 
Mstep: Class 24 contains 27794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180861680.000000 Penalty: 80742.429688
Iteration 11F: 24 clusters Score -1.808617e+08 nChanged 66626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 36690 members 
Mstep: Class 3 contains 117007 members 
Mstep: Class 4 contains 14793 members 
Mstep: Class 5 contains 22297 members 
Mstep: Class 6 contains 19820 members 
Mstep: Class 7 contains 200058 members 
Mstep: Class 8 contains 21598 members 
Mstep: Class 9 contains 12801 members 
Mstep: Class 10 contains 26519 members 
Mstep: Class 11 contains 251383 members 
Mstep: Class 12 contains 162304 members 
Mstep: Class 13 contains 37705 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 16 contains 51478 members 
Mstep: Class 17 contains 128781 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 79113 members 
Mstep: Class 20 contains 77956 members 
Mstep: Class 21 contains 71454 members 
Mstep: Class 22 contains 22369 members 
Mstep: Class 23 contains 12430 members 
Mstep: Class 24 contains 25070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180899024.000000 Penalty: 80742.429688
Iteration 12Q: 24 clusters Score -1.80899e+08 nChanged 58859
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 35618 members 
Mstep: Class 3 contains 120350 members 
Mstep: Class 4 contains 13732 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 20475 members 
Mstep: Class 7 contains 191663 members 
Mstep: Class 8 contains 20451 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 25398 members 
Mstep: Class 11 contains 251598 members 
Mstep: Class 12 contains 172595 members 
Mstep: Class 13 contains 35519 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 16 contains 49885 members 
Mstep: Class 17 contains 135699 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 79735 members 
Mstep: Class 20 contains 73444 members 
Mstep: Class 21 contains 72996 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 14533 members 
Mstep: Class 24 contains 22749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180929424.000000 Penalty: 80742.429688
Iteration 13Q: 24 clusters Score -1.809294e+08 nChanged 51627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 122702 members 
Mstep: Class 4 contains 12878 members 
Mstep: Class 5 contains 22421 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 184459 members 
Mstep: Class 8 contains 20106 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 24519 members 
Mstep: Class 11 contains 251355 members 
Mstep: Class 12 contains 182493 members 
Mstep: Class 13 contains 33282 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 16 contains 48231 members 
Mstep: Class 17 contains 141315 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 80015 members 
Mstep: Class 20 contains 69028 members 
Mstep: Class 21 contains 74647 members 
Mstep: Class 22 contains 20188 members 
Mstep: Class 23 contains 16602 members 
Mstep: Class 24 contains 20829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180954880.000000 Penalty: 80742.429688
Iteration 14Q: 24 clusters Score -1.809549e+08 nChanged 45798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 34077 members 
Mstep: Class 3 contains 124445 members 
Mstep: Class 4 contains 12210 members 
Mstep: Class 5 contains 22447 members 
Mstep: Class 6 contains 21829 members 
Mstep: Class 7 contains 178409 members 
Mstep: Class 8 contains 19952 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 23805 members 
Mstep: Class 11 contains 250653 members 
Mstep: Class 12 contains 191824 members 
Mstep: Class 13 contains 31140 members 
Mstep: Class 14 contains 4131 members 
Mstep: Class 16 contains 46594 members 
Mstep: Class 17 contains 145771 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 80121 members 
Mstep: Class 20 contains 65040 members 
Mstep: Class 21 contains 76375 members 
Mstep: Class 22 contains 19183 members 
Mstep: Class 23 contains 18537 members 
Mstep: Class 24 contains 19267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180974224.000000 Penalty: 80742.429688
Iteration 15Q: 24 clusters Score -1.809742e+08 nChanged 40591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 33382 members 
Mstep: Class 3 contains 125697 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 22452 members 
Mstep: Class 6 contains 22504 members 
Mstep: Class 7 contains 173428 members 
Mstep: Class 8 contains 19767 members 
Mstep: Class 9 contains 12216 members 
Mstep: Class 10 contains 23270 members 
Mstep: Class 11 contains 249335 members 
Mstep: Class 12 contains 200648 members 
Mstep: Class 13 contains 29212 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 16 contains 45167 members 
Mstep: Class 17 contains 149056 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 80115 members 
Mstep: Class 20 contains 61811 members 
Mstep: Class 21 contains 78116 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 20321 members 
Mstep: Class 24 contains 17918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180989360.000000 Penalty: 80742.429688
Iteration 16Q: 24 clusters Score -1.809894e+08 nChanged 35661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 32799 members 
Mstep: Class 3 contains 126652 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 22427 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 169552 members 
Mstep: Class 8 contains 19544 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 22819 members 
Mstep: Class 11 contains 247821 members 
Mstep: Class 12 contains 208469 members 
Mstep: Class 13 contains 27416 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 16 contains 43943 members 
Mstep: Class 17 contains 151175 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 80158 members 
Mstep: Class 20 contains 59332 members 
Mstep: Class 21 contains 79971 members 
Mstep: Class 22 contains 17499 members 
Mstep: Class 23 contains 21873 members 
Mstep: Class 24 contains 16745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180999408.000000 Penalty: 80742.429688
Iteration 17Q: 24 clusters Score -1.809994e+08 nChanged 30090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32284 members 
Mstep: Class 3 contains 127322 members 
Mstep: Class 4 contains 10792 members 
Mstep: Class 5 contains 22420 members 
Mstep: Class 6 contains 23719 members 
Mstep: Class 7 contains 166645 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 12182 members 
Mstep: Class 10 contains 22420 members 
Mstep: Class 11 contains 246286 members 
Mstep: Class 12 contains 214842 members 
Mstep: Class 13 contains 25867 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 152347 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 80090 members 
Mstep: Class 20 contains 57507 members 
Mstep: Class 21 contains 81775 members 
Mstep: Class 22 contains 16851 members 
Mstep: Class 23 contains 23427 members 
Mstep: Class 24 contains 15780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181005568.000000 Penalty: 80742.429688
Iteration 18Q: 24 clusters Score -1.810056e+08 nChanged 25382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 31858 members 
Mstep: Class 3 contains 127855 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 24258 members 
Mstep: Class 7 contains 164520 members 
Mstep: Class 8 contains 19163 members 
Mstep: Class 9 contains 12200 members 
Mstep: Class 10 contains 22059 members 
Mstep: Class 11 contains 244775 members 
Mstep: Class 12 contains 219775 members 
Mstep: Class 13 contains 24577 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 16 contains 42471 members 
Mstep: Class 17 contains 152878 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 80037 members 
Mstep: Class 20 contains 56155 members 
Mstep: Class 21 contains 83528 members 
Mstep: Class 22 contains 16335 members 
Mstep: Class 23 contains 24884 members 
Mstep: Class 24 contains 14926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181009120.000000 Penalty: 80742.429688
Iteration 19Q: 24 clusters Score -1.810091e+08 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 31503 members 
Mstep: Class 3 contains 128305 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 22475 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 163053 members 
Mstep: Class 8 contains 18942 members 
Mstep: Class 9 contains 12205 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 243398 members 
Mstep: Class 12 contains 223468 members 
Mstep: Class 13 contains 23461 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 16 contains 42122 members 
Mstep: Class 17 contains 153022 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 80099 members 
Mstep: Class 20 contains 55194 members 
Mstep: Class 21 contains 85258 members 
Mstep: Class 22 contains 15978 members 
Mstep: Class 23 contains 26183 members 
Mstep: Class 24 contains 14163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181010928.000000 Penalty: 80742.429688
Iteration 20F: 24 clusters Score -1.810109e+08 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 31228 members 
Mstep: Class 3 contains 128691 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 22495 members 
Mstep: Class 6 contains 24973 members 
Mstep: Class 7 contains 162032 members 
Mstep: Class 8 contains 18732 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 10 contains 21419 members 
Mstep: Class 11 contains 242100 members 
Mstep: Class 12 contains 226233 members 
Mstep: Class 13 contains 22555 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 16 contains 41941 members 
Mstep: Class 17 contains 152946 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 80221 members 
Mstep: Class 20 contains 54403 members 
Mstep: Class 21 contains 86885 members 
Mstep: Class 22 contains 15691 members 
Mstep: Class 23 contains 27290 members 
Mstep: Class 24 contains 13465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181012048.000000 Penalty: 80742.429688
Iteration 21Q: 24 clusters Score -1.81012e+08 nChanged 14690
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 31011 members 
Mstep: Class 3 contains 128976 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 25145 members 
Mstep: Class 7 contains 161365 members 
Mstep: Class 8 contains 18537 members 
Mstep: Class 9 contains 12278 members 
Mstep: Class 10 contains 21145 members 
Mstep: Class 11 contains 241020 members 
Mstep: Class 12 contains 228184 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 16 contains 41849 members 
Mstep: Class 17 contains 152695 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 80356 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 88421 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 28260 members 
Mstep: Class 24 contains 12812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181013808.000000 Penalty: 80742.429688
Iteration 22Q: 24 clusters Score -1.810138e+08 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 30875 members 
Mstep: Class 3 contains 129203 members 
Mstep: Class 4 contains 9637 members 
Mstep: Class 5 contains 22544 members 
Mstep: Class 6 contains 25238 members 
Mstep: Class 7 contains 160888 members 
Mstep: Class 8 contains 18355 members 
Mstep: Class 9 contains 12338 members 
Mstep: Class 10 contains 20882 members 
Mstep: Class 11 contains 240031 members 
Mstep: Class 12 contains 229649 members 
Mstep: Class 13 contains 21325 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 16 contains 41852 members 
Mstep: Class 17 contains 152306 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 80515 members 
Mstep: Class 20 contains 53431 members 
Mstep: Class 21 contains 89863 members 
Mstep: Class 22 contains 15501 members 
Mstep: Class 23 contains 29068 members 
Mstep: Class 24 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181013328.000000 Penalty: 80742.429688
Iteration 23Q: 24 clusters Score -1.810133e+08 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 30768 members 
Mstep: Class 3 contains 129398 members 
Mstep: Class 4 contains 9556 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 160580 members 
Mstep: Class 8 contains 18211 members 
Mstep: Class 9 contains 12398 members 
Mstep: Class 10 contains 20621 members 
Mstep: Class 11 contains 239158 members 
Mstep: Class 12 contains 230726 members 
Mstep: Class 13 contains 20901 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 16 contains 41855 members 
Mstep: Class 17 contains 151802 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 80648 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 91236 members 
Mstep: Class 22 contains 15523 members 
Mstep: Class 23 contains 29800 members 
Mstep: Class 24 contains 11564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181014080.000000 Penalty: 80742.429688
Iteration 24Q: 24 clusters Score -1.810141e+08 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 129573 members 
Mstep: Class 4 contains 9522 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 25333 members 
Mstep: Class 7 contains 160460 members 
Mstep: Class 8 contains 18083 members 
Mstep: Class 9 contains 12431 members 
Mstep: Class 10 contains 20388 members 
Mstep: Class 11 contains 238403 members 
Mstep: Class 12 contains 231541 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 16 contains 41914 members 
Mstep: Class 17 contains 151269 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 80729 members 
Mstep: Class 20 contains 52972 members 
Mstep: Class 21 contains 92512 members 
Mstep: Class 22 contains 15547 members 
Mstep: Class 23 contains 30408 members 
Mstep: Class 24 contains 10960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181014800.000000 Penalty: 80742.429688
Iteration 25Q: 24 clusters Score -1.810148e+08 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 30606 members 
Mstep: Class 3 contains 129712 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 22661 members 
Mstep: Class 6 contains 25325 members 
Mstep: Class 7 contains 160351 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20184 members 
Mstep: Class 11 contains 237746 members 
Mstep: Class 12 contains 232248 members 
Mstep: Class 13 contains 20304 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 16 contains 42049 members 
Mstep: Class 17 contains 150796 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 52812 members 
Mstep: Class 21 contains 93634 members 
Mstep: Class 22 contains 15583 members 
Mstep: Class 23 contains 30887 members 
Mstep: Class 24 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181015728.000000 Penalty: 80742.429688
Iteration 26Q: 24 clusters Score -1.810157e+08 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 30578 members 
Mstep: Class 3 contains 129834 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 22722 members 
Mstep: Class 6 contains 25373 members 
Mstep: Class 7 contains 160272 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 12500 members 
Mstep: Class 10 contains 20058 members 
Mstep: Class 11 contains 237177 members 
Mstep: Class 12 contains 232705 members 
Mstep: Class 13 contains 20113 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 16 contains 42164 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80704 members 
Mstep: Class 20 contains 52706 members 
Mstep: Class 21 contains 94686 members 
Mstep: Class 22 contains 15607 members 
Mstep: Class 23 contains 31287 members 
Mstep: Class 24 contains 9896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181017344.000000 Penalty: 80742.429688
Iteration 27Q: 24 clusters Score -1.810173e+08 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 30568 members 
Mstep: Class 3 contains 129952 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 22775 members 
Mstep: Class 6 contains 25414 members 
Mstep: Class 7 contains 160257 members 
Mstep: Class 8 contains 17771 members 
Mstep: Class 9 contains 12528 members 
Mstep: Class 10 contains 19973 members 
Mstep: Class 11 contains 236638 members 
Mstep: Class 12 contains 233055 members 
Mstep: Class 13 contains 19973 members 
Mstep: Class 14 contains 3644 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 149889 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80655 members 
Mstep: Class 20 contains 52594 members 
Mstep: Class 21 contains 95602 members 
Mstep: Class 22 contains 15640 members 
Mstep: Class 23 contains 31605 members 
Mstep: Class 24 contains 9425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181018480.000000 Penalty: 80742.429688
Iteration 28Q: 24 clusters Score -1.810185e+08 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 30557 members 
Mstep: Class 3 contains 130038 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 22835 members 
Mstep: Class 6 contains 25431 members 
Mstep: Class 7 contains 160266 members 
Mstep: Class 8 contains 17687 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 19856 members 
Mstep: Class 11 contains 236106 members 
Mstep: Class 12 contains 233366 members 
Mstep: Class 13 contains 19856 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 16 contains 42473 members 
Mstep: Class 17 contains 149525 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80609 members 
Mstep: Class 20 contains 52473 members 
Mstep: Class 21 contains 96487 members 
Mstep: Class 22 contains 15649 members 
Mstep: Class 23 contains 31898 members 
Mstep: Class 24 contains 8981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181018800.000000 Penalty: 80742.429688
Iteration 29Q: 24 clusters Score -1.810188e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 30556 members 
Mstep: Class 3 contains 130121 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 22874 members 
Mstep: Class 6 contains 25445 members 
Mstep: Class 7 contains 160299 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 235635 members 
Mstep: Class 12 contains 233641 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 16 contains 42725 members 
Mstep: Class 17 contains 149145 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80418 members 
Mstep: Class 20 contains 52393 members 
Mstep: Class 21 contains 97314 members 
Mstep: Class 22 contains 15639 members 
Mstep: Class 23 contains 32142 members 
Mstep: Class 24 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181019968.000000 Penalty: 80742.429688
Iteration 30Q: 24 clusters Score -1.8102e+08 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 30544 members 
Mstep: Class 3 contains 130210 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 160312 members 
Mstep: Class 8 contains 17560 members 
Mstep: Class 9 contains 12594 members 
Mstep: Class 10 contains 19543 members 
Mstep: Class 11 contains 235250 members 
Mstep: Class 12 contains 233857 members 
Mstep: Class 13 contains 19695 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 16 contains 42985 members 
Mstep: Class 17 contains 148817 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 80166 members 
Mstep: Class 20 contains 52338 members 
Mstep: Class 21 contains 98031 members 
Mstep: Class 22 contains 15622 members 
Mstep: Class 23 contains 32345 members 
Mstep: Class 24 contains 8423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020592.000000 Penalty: 80742.429688
Iteration 31Q: 24 clusters Score -1.810206e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 30524 members 
Mstep: Class 3 contains 130277 members 
Mstep: Class 4 contains 9637 members 
Mstep: Class 5 contains 22938 members 
Mstep: Class 6 contains 25499 members 
Mstep: Class 7 contains 160380 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 12614 members 
Mstep: Class 10 contains 19349 members 
Mstep: Class 11 contains 234909 members 
Mstep: Class 12 contains 234010 members 
Mstep: Class 13 contains 19644 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 16 contains 43283 members 
Mstep: Class 17 contains 148482 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 79915 members 
Mstep: Class 20 contains 52278 members 
Mstep: Class 21 contains 98648 members 
Mstep: Class 22 contains 15613 members 
Mstep: Class 23 contains 32511 members 
Mstep: Class 24 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020144.000000 Penalty: 80742.429688
Iteration 32Q: 24 clusters Score -1.810201e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 30501 members 
Mstep: Class 3 contains 130331 members 
Mstep: Class 4 contains 9710 members 
Mstep: Class 5 contains 22959 members 
Mstep: Class 6 contains 25525 members 
Mstep: Class 7 contains 160503 members 
Mstep: Class 8 contains 17462 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 10 contains 19138 members 
Mstep: Class 11 contains 234598 members 
Mstep: Class 12 contains 234102 members 
Mstep: Class 13 contains 19625 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 148182 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 79642 members 
Mstep: Class 20 contains 52221 members 
Mstep: Class 21 contains 99202 members 
Mstep: Class 22 contains 15587 members 
Mstep: Class 23 contains 32635 members 
Mstep: Class 24 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020544.000000 Penalty: 80742.429688
Iteration 33Q: 24 clusters Score -1.810205e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30477 members 
Mstep: Class 3 contains 130389 members 
Mstep: Class 4 contains 9761 members 
Mstep: Class 5 contains 22980 members 
Mstep: Class 6 contains 25540 members 
Mstep: Class 7 contains 160677 members 
Mstep: Class 8 contains 17400 members 
Mstep: Class 9 contains 12658 members 
Mstep: Class 10 contains 18942 members 
Mstep: Class 11 contains 234324 members 
Mstep: Class 12 contains 234143 members 
Mstep: Class 13 contains 19598 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 16 contains 43905 members 
Mstep: Class 17 contains 147938 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 79325 members 
Mstep: Class 20 contains 52192 members 
Mstep: Class 21 contains 99684 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 32748 members 
Mstep: Class 24 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181020704.000000 Penalty: 80742.429688
Iteration 34Q: 24 clusters Score -1.810207e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 30455 members 
Mstep: Class 3 contains 130436 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 23004 members 
Mstep: Class 6 contains 25556 members 
Mstep: Class 7 contains 160802 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 12689 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 234028 members 
Mstep: Class 12 contains 234198 members 
Mstep: Class 13 contains 19576 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 16 contains 44225 members 
Mstep: Class 17 contains 147717 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 78973 members 
Mstep: Class 20 contains 52163 members 
Mstep: Class 21 contains 100160 members 
Mstep: Class 22 contains 15528 members 
Mstep: Class 23 contains 32826 members 
Mstep: Class 24 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181021216.000000 Penalty: 80742.429688
Iteration 35Q: 24 clusters Score -1.810212e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30430 members 
Mstep: Class 3 contains 130466 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 25567 members 
Mstep: Class 7 contains 160878 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 12709 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 233770 members 
Mstep: Class 12 contains 234223 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 16 contains 44491 members 
Mstep: Class 17 contains 147526 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 78677 members 
Mstep: Class 20 contains 52136 members 
Mstep: Class 21 contains 100623 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 32912 members 
Mstep: Class 24 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181021728.000000 Penalty: 80742.429688
Iteration 36Q: 24 clusters Score -1.810217e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 30401 members 
Mstep: Class 3 contains 130493 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 23055 members 
Mstep: Class 6 contains 25566 members 
Mstep: Class 7 contains 160928 members 
Mstep: Class 8 contains 17246 members 
Mstep: Class 9 contains 12726 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 233552 members 
Mstep: Class 12 contains 234282 members 
Mstep: Class 13 contains 19592 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 16 contains 44744 members 
Mstep: Class 17 contains 147335 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 78395 members 
Mstep: Class 20 contains 52096 members 
Mstep: Class 21 contains 101039 members 
Mstep: Class 22 contains 15505 members 
Mstep: Class 23 contains 32986 members 
Mstep: Class 24 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181022080.000000 Penalty: 80742.429688
Iteration 37Q: 24 clusters Score -1.810221e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 30369 members 
Mstep: Class 3 contains 130509 members 
Mstep: Class 4 contains 9996 members 
Mstep: Class 5 contains 23070 members 
Mstep: Class 6 contains 25568 members 
Mstep: Class 7 contains 160913 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 12739 members 
Mstep: Class 10 contains 18386 members 
Mstep: Class 11 contains 233345 members 
Mstep: Class 12 contains 234347 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 16 contains 45009 members 
Mstep: Class 17 contains 147188 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 78132 members 
Mstep: Class 20 contains 52049 members 
Mstep: Class 21 contains 101424 members 
Mstep: Class 22 contains 15484 members 
Mstep: Class 23 contains 33049 members 
Mstep: Class 24 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181022384.000000 Penalty: 80742.429688
Iteration 38Q: 24 clusters Score -1.810224e+08 nChanged 2322
Entering ConstructFrom: 
Score: -181022384.000000 Penalty: 80742.429688
Entering ConstructFrom: 
Trying to split cluster 1 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -410047.937500 Penalty: 2008.161743
	Iteration 0F: 2 clusters Score -410047.9 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 1678 members 
Entering Unmasked Estep 
Score: -406623.343750 Penalty: 4016.323486
	Iteration 0F: 3 clusters Score -406623.3 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -407379.812500 Penalty: 4016.323486
	Iteration 1F: 3 clusters Score -407379.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -407555.281250 Penalty: 4016.323486
	Iteration 2F: 3 clusters Score -407555.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -407684.750000 Penalty: 4016.323486
	Iteration 3F: 3 clusters Score -407684.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -407769.000000 Penalty: 4016.323486
	Iteration 4Q: 3 clusters Score -407769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -407825.468750 Penalty: 4016.323486
	Iteration 5Q: 3 clusters Score -407825.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -407859.312500 Penalty: 4016.323486
	Iteration 6Q: 3 clusters Score -407859.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -407880.406250 Penalty: 4016.323486
	Iteration 7Q: 3 clusters Score -407880.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -407905.625000 Penalty: 4016.323486
	Iteration 8Q: 3 clusters Score -407905.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -407921.281250 Penalty: 4016.323486
	Iteration 9Q: 3 clusters Score -407921.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -407932.593750 Penalty: 4016.323486
	Iteration 10Q: 3 clusters Score -407932.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -407942.031250 Penalty: 4016.323486
	Iteration 11Q: 3 clusters Score -407942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -407953.156250 Penalty: 4016.323486
	Iteration 12Q: 3 clusters Score -407953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -407961.187500 Penalty: 4016.323486
	Iteration 13Q: 3 clusters Score -407961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -407966.625000 Penalty: 4016.323486
	Iteration 14Q: 3 clusters Score -407966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -407974.656250 Penalty: 4016.323486
	Iteration 15Q: 3 clusters Score -407974.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -407982.968750 Penalty: 4016.323486
	Iteration 16Q: 3 clusters Score -407983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -407992.125000 Penalty: 4016.323486
	Iteration 17Q: 3 clusters Score -407992.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -408001.093750 Penalty: 4016.323486
	Iteration 18Q: 3 clusters Score -408001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -408010.062500 Penalty: 4016.323486
	Iteration 19Q: 3 clusters Score -408010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -408023.718750 Penalty: 4016.323486
	Iteration 20F: 3 clusters Score -408023.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -408040.937500 Penalty: 4016.323486
	Iteration 21Q: 3 clusters Score -408040.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -408056.593750 Penalty: 4016.323486
	Iteration 22Q: 3 clusters Score -408056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -408083.031250 Penalty: 4016.323486
	Iteration 23Q: 3 clusters Score -408083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -408130.343750 Penalty: 4016.323486
	Iteration 24Q: 3 clusters Score -408130.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -408186.781250 Penalty: 4016.323486
	Iteration 25Q: 3 clusters Score -408186.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -408231.562500 Penalty: 4016.323486
	Iteration 26Q: 3 clusters Score -408231.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -408263.843750 Penalty: 4016.323486
	Iteration 27Q: 3 clusters Score -408263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -408294.625000 Penalty: 4016.323486
	Iteration 28Q: 3 clusters Score -408294.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -408310.625000 Penalty: 4016.323486
	Iteration 29Q: 3 clusters Score -408310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -408321.343750 Penalty: 4016.323486
	Iteration 30Q: 3 clusters Score -408321.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -408335.781250 Penalty: 4016.323486
	Iteration 31Q: 3 clusters Score -408335.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -408347.031250 Penalty: 4016.323486
	Iteration 32Q: 3 clusters Score -408347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -408355.843750 Penalty: 4016.323486
	Iteration 33Q: 3 clusters Score -408355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -408366.656250 Penalty: 4016.323486
	Iteration 34Q: 3 clusters Score -408366.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -408374.593750 Penalty: 4016.323486
	Iteration 35Q: 3 clusters Score -408374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -408381.156250 Penalty: 4016.323486
	Iteration 36Q: 3 clusters Score -408381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -408390.218750 Penalty: 4016.323486
	Iteration 37Q: 3 clusters Score -408390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -408398.781250 Penalty: 4016.323486
	Iteration 38Q: 3 clusters Score -408398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -408412.250000 Penalty: 4016.323486
	Iteration 39Q: 3 clusters Score -408412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -408430.093750 Penalty: 4016.323486
	Iteration 40F: 3 clusters Score -408430.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -408448.437500 Penalty: 4016.323486
	Iteration 41Q: 3 clusters Score -408448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -408456.531250 Penalty: 4016.323486
	Iteration 42Q: 3 clusters Score -408456.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -408462.468750 Penalty: 4016.323486
	Iteration 43Q: 3 clusters Score -408462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -408469.156250 Penalty: 4016.323486
	Iteration 44Q: 3 clusters Score -408469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -408474.531250 Penalty: 4016.323486
	Iteration 45Q: 3 clusters Score -408474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -408478.781250 Penalty: 4016.323486
	Iteration 46Q: 3 clusters Score -408478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -408484.718750 Penalty: 4016.323486
	Iteration 47Q: 3 clusters Score -408484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -408490.437500 Penalty: 4016.323486
	Iteration 48Q: 3 clusters Score -408490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -408500.062500 Penalty: 4016.323486
	Iteration 49Q: 3 clusters Score -408500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -408507.062500 Penalty: 4016.323486
	Iteration 50Q: 3 clusters Score -408507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -408512.843750 Penalty: 4016.323486
	Iteration 51Q: 3 clusters Score -408512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -408517.687500 Penalty: 4016.323486
	Iteration 52Q: 3 clusters Score -408517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -408521.656250 Penalty: 4016.323486
	Iteration 53Q: 3 clusters Score -408521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -408525.093750 Penalty: 4016.323486
	Iteration 54Q: 3 clusters Score -408525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -408525.656250 Penalty: 4016.323486
	Iteration 55Q: 3 clusters Score -408525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -408527.468750 Penalty: 4016.323486
	Iteration 56Q: 3 clusters Score -408527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -408528.906250 Penalty: 4016.323486
	Iteration 57Q: 3 clusters Score -408528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -408531.125000 Penalty: 4016.323486
	Iteration 58Q: 3 clusters Score -408531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -408535.593750 Penalty: 4016.323486
	Iteration 59Q: 3 clusters Score -408535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -408538.500000 Penalty: 4016.323486
	Iteration 60F: 3 clusters Score -408538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -408544.406250 Penalty: 4016.323486
	Iteration 61Q: 3 clusters Score -408544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -408552.218750 Penalty: 4016.323486
	Iteration 62Q: 3 clusters Score -408552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -408555.000000 Penalty: 4016.323486
	Iteration 63Q: 3 clusters Score -408555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -408558.843750 Penalty: 4016.323486
	Iteration 64Q: 3 clusters Score -408558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -408559.000000 Penalty: 4016.323486
	Iteration 65Q: 3 clusters Score -408559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -408559.000000 Penalty: 4016.323486
	Iteration 66F: 3 clusters Score -408559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Entering Unmasked Estep 
Score: -3895791.000000 Penalty: 2559.235352
	Iteration 0F: 2 clusters Score -3895791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3875185.500000 Penalty: 5118.470703
	Iteration 0F: 3 clusters Score -3875186 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3883703.750000 Penalty: 5118.470703
	Iteration 1F: 3 clusters Score -3883704 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3886484.750000 Penalty: 5118.470703
	Iteration 2F: 3 clusters Score -3886485 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3890462.250000 Penalty: 5118.470703
	Iteration 3F: 3 clusters Score -3890462 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3894536.250000 Penalty: 5118.470703
	Iteration 4F: 3 clusters Score -3894536 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3897475.250000 Penalty: 5118.470703
	Iteration 5F: 3 clusters Score -3897475 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3899705.500000 Penalty: 5118.470703
	Iteration 6F: 3 clusters Score -3899706 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3901855.000000 Penalty: 5118.470703
	Iteration 7Q: 3 clusters Score -3901855 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3903844.250000 Penalty: 5118.470703
	Iteration 8Q: 3 clusters Score -3903844 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3905595.250000 Penalty: 5118.470703
	Iteration 9Q: 3 clusters Score -3905595 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3906902.000000 Penalty: 5118.470703
	Iteration 10Q: 3 clusters Score -3906902 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3907576.750000 Penalty: 5118.470703
	Iteration 11Q: 3 clusters Score -3907577 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3907859.250000 Penalty: 5118.470703
	Iteration 12Q: 3 clusters Score -3907859 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3907974.250000 Penalty: 5118.470703
	Iteration 13Q: 3 clusters Score -3907974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3908045.000000 Penalty: 5118.470703
	Iteration 14Q: 3 clusters Score -3908045 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3908092.500000 Penalty: 5118.470703
	Iteration 15Q: 3 clusters Score -3908092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3908108.000000 Penalty: 5118.470703
	Iteration 16Q: 3 clusters Score -3908108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3908114.250000 Penalty: 5118.470703
	Iteration 17Q: 3 clusters Score -3908114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3908123.500000 Penalty: 5118.470703
	Iteration 18Q: 3 clusters Score -3908124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3908131.000000 Penalty: 5118.470703
	Iteration 19Q: 3 clusters Score -3908131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3908131.000000 Penalty: 5118.470703
	Iteration 20F: 3 clusters Score -3908131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3908135.000000 Penalty: 5118.470703
	Iteration 21Q: 3 clusters Score -3908135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3908130.500000 Penalty: 5118.470703
	Iteration 22Q: 3 clusters Score -3908130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3908137.250000 Penalty: 5118.470703
	Iteration 23Q: 3 clusters Score -3908137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3908141.250000 Penalty: 5118.470703
	Iteration 24Q: 3 clusters Score -3908141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3908141.500000 Penalty: 5118.470703
	Iteration 25Q: 3 clusters Score -3908142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3908149.500000 Penalty: 5118.470703
	Iteration 26Q: 3 clusters Score -3908150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3908141.250000 Penalty: 5118.470703
	Iteration 27Q: 3 clusters Score -3908141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3908139.500000 Penalty: 5118.470703
	Iteration 28Q: 3 clusters Score -3908140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3908144.500000 Penalty: 5118.470703
	Iteration 29Q: 3 clusters Score -3908144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3908147.250000 Penalty: 5118.470703
	Iteration 30Q: 3 clusters Score -3908147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3908142.250000 Penalty: 5118.470703
	Iteration 31Q: 3 clusters Score -3908142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3908139.000000 Penalty: 5118.470703
	Iteration 32Q: 3 clusters Score -3908139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3908138.750000 Penalty: 5118.470703
	Iteration 33Q: 3 clusters Score -3908139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3908142.500000 Penalty: 5118.470703
	Iteration 34Q: 3 clusters Score -3908142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3908139.500000 Penalty: 5118.470703
	Iteration 35Q: 3 clusters Score -3908140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3908139.500000 Penalty: 5118.470703
	Iteration 36F: 3 clusters Score -3908140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 233175 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 52012 members 
Mstep: Class 21 contains 101773 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Entering Unmasked Estep 
Score: -181032032.000000 Penalty: 84252.968750
Splitting cluster 2 changes total score from -181022384.000000 to -181032032.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (130542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Entering Unmasked Estep 
Score: -17143210.000000 Penalty: 2921.303711
	Iteration 0F: 2 clusters Score -1.714321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -17056242.000000 Penalty: 5842.607422
	Iteration 0F: 3 clusters Score -1.705624e+07 nChanged 62071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -17092474.000000 Penalty: 5842.607422
	Iteration 1F: 3 clusters Score -1.709247e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -17093480.000000 Penalty: 5842.607422
	Iteration 2Q: 3 clusters Score -1.709348e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -17094436.000000 Penalty: 5842.607422
	Iteration 3Q: 3 clusters Score -1.709444e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -17095596.000000 Penalty: 5842.607422
	Iteration 4Q: 3 clusters Score -1.70956e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -17097368.000000 Penalty: 5842.607422
	Iteration 5Q: 3 clusters Score -1.709737e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -17099856.000000 Penalty: 5842.607422
	Iteration 6Q: 3 clusters Score -1.709986e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -17103296.000000 Penalty: 5842.607422
	Iteration 7Q: 3 clusters Score -1.71033e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -17107878.000000 Penalty: 5842.607422
	Iteration 8F: 3 clusters Score -1.710788e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -17113400.000000 Penalty: 5842.607422
	Iteration 9F: 3 clusters Score -1.71134e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -17119816.000000 Penalty: 5842.607422
	Iteration 10F: 3 clusters Score -1.711982e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -17125854.000000 Penalty: 5842.607422
	Iteration 11F: 3 clusters Score -1.712585e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -17131056.000000 Penalty: 5842.607422
	Iteration 12Q: 3 clusters Score -1.713106e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -17134514.000000 Penalty: 5842.607422
	Iteration 13Q: 3 clusters Score -1.713451e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -17136744.000000 Penalty: 5842.607422
	Iteration 14Q: 3 clusters Score -1.713674e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -17138156.000000 Penalty: 5842.607422
	Iteration 15Q: 3 clusters Score -1.713816e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -17139054.000000 Penalty: 5842.607422
	Iteration 16Q: 3 clusters Score -1.713905e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -17139604.000000 Penalty: 5842.607422
	Iteration 17Q: 3 clusters Score -1.71396e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -17139962.000000 Penalty: 5842.607422
	Iteration 18Q: 3 clusters Score -1.713996e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -17140218.000000 Penalty: 5842.607422
	Iteration 19Q: 3 clusters Score -1.714022e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -17140384.000000 Penalty: 5842.607422
	Iteration 20F: 3 clusters Score -1.714038e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 126638 members 
Entering Unmasked Estep 
Score: -17140540.000000 Penalty: 5842.607422
	Iteration 21Q: 3 clusters Score -1.714054e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -17140628.000000 Penalty: 5842.607422
	Iteration 22Q: 3 clusters Score -1.714063e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -17140690.000000 Penalty: 5842.607422
	Iteration 23Q: 3 clusters Score -1.714069e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -17140726.000000 Penalty: 5842.607422
	Iteration 24Q: 3 clusters Score -1.714073e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 127552 members 
Entering Unmasked Estep 
Score: -17140782.000000 Penalty: 5842.607422
	Iteration 25Q: 3 clusters Score -1.714078e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -17140840.000000 Penalty: 5842.607422
	Iteration 26Q: 3 clusters Score -1.714084e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -17140902.000000 Penalty: 5842.607422
	Iteration 27Q: 3 clusters Score -1.71409e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -17140914.000000 Penalty: 5842.607422
	Iteration 28Q: 3 clusters Score -1.714091e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -17140904.000000 Penalty: 5842.607422
	Iteration 29Q: 3 clusters Score -1.71409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 128028 members 
Entering Unmasked Estep 
Score: -17140948.000000 Penalty: 5842.607422
	Iteration 30Q: 3 clusters Score -1.714095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -17140952.000000 Penalty: 5842.607422
	Iteration 31Q: 3 clusters Score -1.714095e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -17140980.000000 Penalty: 5842.607422
	Iteration 32Q: 3 clusters Score -1.714098e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 128198 members 
Entering Unmasked Estep 
Score: -17141006.000000 Penalty: 5842.607422
	Iteration 33Q: 3 clusters Score -1.714101e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -17141026.000000 Penalty: 5842.607422
	Iteration 34Q: 3 clusters Score -1.714103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -17141058.000000 Penalty: 5842.607422
	Iteration 35Q: 3 clusters Score -1.714106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -17141054.000000 Penalty: 5842.607422
	Iteration 36Q: 3 clusters Score -1.714105e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -17141058.000000 Penalty: 5842.607422
	Iteration 37Q: 3 clusters Score -1.714106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -17141064.000000 Penalty: 5842.607422
	Iteration 38Q: 3 clusters Score -1.714106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 128427 members 
Entering Unmasked Estep 
Score: -17141054.000000 Penalty: 5842.607422
	Iteration 39Q: 3 clusters Score -1.714105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -17141066.000000 Penalty: 5842.607422
	Iteration 40F: 3 clusters Score -1.714107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -17141064.000000 Penalty: 5842.607422
	Iteration 41Q: 3 clusters Score -1.714106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -17141078.000000 Penalty: 5842.607422
	Iteration 42Q: 3 clusters Score -1.714108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -17141080.000000 Penalty: 5842.607422
	Iteration 43Q: 3 clusters Score -1.714108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -17141080.000000 Penalty: 5842.607422
	Iteration 44Q: 3 clusters Score -1.714108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 128496 members 
Entering Unmasked Estep 
Score: -17141078.000000 Penalty: 5842.607422
	Iteration 45Q: 3 clusters Score -1.714108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -17141080.000000 Penalty: 5842.607422
	Iteration 46Q: 3 clusters Score -1.714108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 128501 members 
Entering Unmasked Estep 
Score: -17141078.000000 Penalty: 5842.607422
	Iteration 47Q: 3 clusters Score -1.714108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -17141082.000000 Penalty: 5842.607422
	Iteration 48Q: 3 clusters Score -1.714108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -17141074.000000 Penalty: 5842.607422
	Iteration 49Q: 3 clusters Score -1.714107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -17141100.000000 Penalty: 5842.607422
	Iteration 50Q: 3 clusters Score -1.71411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -17141088.000000 Penalty: 5842.607422
	Iteration 51Q: 3 clusters Score -1.714109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 128515 members 
Entering Unmasked Estep 
Score: -17141096.000000 Penalty: 5842.607422
	Iteration 52Q: 3 clusters Score -1.71411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -17141092.000000 Penalty: 5842.607422
	Iteration 53Q: 3 clusters Score -1.714109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -17141088.000000 Penalty: 5842.607422
	Iteration 54Q: 3 clusters Score -1.714109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 128524 members 
Entering Unmasked Estep 
Score: -17141092.000000 Penalty: 5842.607422
	Iteration 55Q: 3 clusters Score -1.714109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -17141088.000000 Penalty: 5842.607422
	Iteration 56Q: 3 clusters Score -1.714109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -17141088.000000 Penalty: 5842.607422
	Iteration 57F: 3 clusters Score -1.714109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1324972.375000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1324972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1317311.000000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1317311 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1319643.125000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1319643 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1320076.250000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1320076 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1320590.125000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1320590 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1321239.125000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1321239 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1321994.750000 Penalty: 4571.147949
	Iteration 5F: 3 clusters Score -1321995 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1322759.125000 Penalty: 4571.147949
	Iteration 6F: 3 clusters Score -1322759 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1323217.750000 Penalty: 4571.147949
	Iteration 7F: 3 clusters Score -1323218 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1323457.250000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1323457 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1323570.750000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1323571 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1323645.125000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1323645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1323679.375000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1323679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1323703.125000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1323703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1323719.625000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1323720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1323725.000000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1323725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1323734.625000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1323735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1323735.000000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1323735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1323738.250000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1323738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1323738.750000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1323739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1323738.375000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1323738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1323739.625000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1323740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1323742.625000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1323743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1323741.750000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1323742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1323744.000000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1323744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1323749.125000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1323749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1323747.250000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1323747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1323748.125000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1323748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1323750.375000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1323750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1323747.750000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1323748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1323752.375000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1323752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1323753.000000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1323753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1323753.000000 Penalty: 4571.147949
	Iteration 31F: 3 clusters Score -1323753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Entering Unmasked Estep 
Score: -3009751.000000 Penalty: 2491.769531
	Iteration 0F: 2 clusters Score -3009751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2993623.750000 Penalty: 4983.539062
	Iteration 0F: 3 clusters Score -2993624 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2999205.250000 Penalty: 4983.539062
	Iteration 1F: 3 clusters Score -2999205 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2999608.500000 Penalty: 4983.539062
	Iteration 2F: 3 clusters Score -2999608 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2999902.750000 Penalty: 4983.539062
	Iteration 3Q: 3 clusters Score -2999903 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3000165.500000 Penalty: 4983.539062
	Iteration 4Q: 3 clusters Score -3000166 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3000422.500000 Penalty: 4983.539062
	Iteration 5Q: 3 clusters Score -3000422 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3000710.750000 Penalty: 4983.539062
	Iteration 6Q: 3 clusters Score -3000711 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3001093.750000 Penalty: 4983.539062
	Iteration 7Q: 3 clusters Score -3001094 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3001606.250000 Penalty: 4983.539062
	Iteration 8Q: 3 clusters Score -3001606 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3002264 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3002987.000000 Penalty: 4983.539062
	Iteration 10F: 3 clusters Score -3002987 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3003842.250000 Penalty: 4983.539062
	Iteration 11F: 3 clusters Score -3003842 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3004768.500000 Penalty: 4983.539062
	Iteration 12F: 3 clusters Score -3004768 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3005734.500000 Penalty: 4983.539062
	Iteration 13F: 3 clusters Score -3005734 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3006637.000000 Penalty: 4983.539062
	Iteration 14Q: 3 clusters Score -3006637 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3007326.500000 Penalty: 4983.539062
	Iteration 15Q: 3 clusters Score -3007326 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3007725.250000 Penalty: 4983.539062
	Iteration 16Q: 3 clusters Score -3007725 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3007946.750000 Penalty: 4983.539062
	Iteration 17Q: 3 clusters Score -3007947 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3008050.750000 Penalty: 4983.539062
	Iteration 18Q: 3 clusters Score -3008051 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3008129.500000 Penalty: 4983.539062
	Iteration 19Q: 3 clusters Score -3008130 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3008212.000000 Penalty: 4983.539062
	Iteration 20F: 3 clusters Score -3008212 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3008276.250000 Penalty: 4983.539062
	Iteration 21Q: 3 clusters Score -3008276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3008333.500000 Penalty: 4983.539062
	Iteration 22Q: 3 clusters Score -3008334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3008382.750000 Penalty: 4983.539062
	Iteration 23Q: 3 clusters Score -3008383 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3008407.500000 Penalty: 4983.539062
	Iteration 24Q: 3 clusters Score -3008408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3008440.250000 Penalty: 4983.539062
	Iteration 25Q: 3 clusters Score -3008440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3008472.500000 Penalty: 4983.539062
	Iteration 26Q: 3 clusters Score -3008472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3008505.750000 Penalty: 4983.539062
	Iteration 27Q: 3 clusters Score -3008506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3008540.500000 Penalty: 4983.539062
	Iteration 28Q: 3 clusters Score -3008540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3008568.000000 Penalty: 4983.539062
	Iteration 29Q: 3 clusters Score -3008568 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3008583.500000 Penalty: 4983.539062
	Iteration 30Q: 3 clusters Score -3008584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3008601.750000 Penalty: 4983.539062
	Iteration 31Q: 3 clusters Score -3008602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3008622.750000 Penalty: 4983.539062
	Iteration 32Q: 3 clusters Score -3008623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3008639.000000 Penalty: 4983.539062
	Iteration 33Q: 3 clusters Score -3008639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3008646.250000 Penalty: 4983.539062
	Iteration 34Q: 3 clusters Score -3008646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3008671.500000 Penalty: 4983.539062
	Iteration 35Q: 3 clusters Score -3008672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3008680.000000 Penalty: 4983.539062
	Iteration 36Q: 3 clusters Score -3008680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3008688.500000 Penalty: 4983.539062
	Iteration 37Q: 3 clusters Score -3008688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3008686.000000 Penalty: 4983.539062
	Iteration 38Q: 3 clusters Score -3008686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3008699.500000 Penalty: 4983.539062
	Iteration 39Q: 3 clusters Score -3008700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3008703.250000 Penalty: 4983.539062
	Iteration 40F: 3 clusters Score -3008703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3008707.750000 Penalty: 4983.539062
	Iteration 41Q: 3 clusters Score -3008708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3008709.500000 Penalty: 4983.539062
	Iteration 42Q: 3 clusters Score -3008710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3008706.000000 Penalty: 4983.539062
	Iteration 43Q: 3 clusters Score -3008706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3008713.250000 Penalty: 4983.539062
	Iteration 44Q: 3 clusters Score -3008713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3008718.250000 Penalty: 4983.539062
	Iteration 45Q: 3 clusters Score -3008718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3008722.000000 Penalty: 4983.539062
	Iteration 46Q: 3 clusters Score -3008722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3008724.500000 Penalty: 4983.539062
	Iteration 47Q: 3 clusters Score -3008724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3008721.750000 Penalty: 4983.539062
	Iteration 48Q: 3 clusters Score -3008722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3008729.000000 Penalty: 4983.539062
	Iteration 49Q: 3 clusters Score -3008729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3008726.750000 Penalty: 4983.539062
	Iteration 50Q: 3 clusters Score -3008727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3008728.000000 Penalty: 4983.539062
	Iteration 51Q: 3 clusters Score -3008728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3008728.000000 Penalty: 4983.539062
	Iteration 52Q: 3 clusters Score -3008728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3008733.500000 Penalty: 4983.539062
	Iteration 53Q: 3 clusters Score -3008734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3008731.000000 Penalty: 4983.539062
	Iteration 54Q: 3 clusters Score -3008731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3008735.000000 Penalty: 4983.539062
	Iteration 55Q: 3 clusters Score -3008735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3008734.250000 Penalty: 4983.539062
	Iteration 56Q: 3 clusters Score -3008734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3008731.750000 Penalty: 4983.539062
	Iteration 57Q: 3 clusters Score -3008732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3008729.500000 Penalty: 4983.539062
	Iteration 58Q: 3 clusters Score -3008730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3008732.750000 Penalty: 4983.539062
	Iteration 59Q: 3 clusters Score -3008733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3008738.000000 Penalty: 4983.539062
	Iteration 60F: 3 clusters Score -3008738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3008740.250000 Penalty: 4983.539062
	Iteration 61Q: 3 clusters Score -3008740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3008742.250000 Penalty: 4983.539062
	Iteration 62Q: 3 clusters Score -3008742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3008741.750000 Penalty: 4983.539062
	Iteration 63Q: 3 clusters Score -3008742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3008741.500000 Penalty: 4983.539062
	Iteration 64Q: 3 clusters Score -3008742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3008745.750000 Penalty: 4983.539062
	Iteration 65Q: 3 clusters Score -3008746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3008747.750000 Penalty: 4983.539062
	Iteration 66Q: 3 clusters Score -3008748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3008750.500000 Penalty: 4983.539062
	Iteration 67Q: 3 clusters Score -3008750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3008746.250000 Penalty: 4983.539062
	Iteration 68Q: 3 clusters Score -3008746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3008746.250000 Penalty: 4983.539062
	Iteration 69Q: 3 clusters Score -3008746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3008750.000000 Penalty: 4983.539062
	Iteration 70Q: 3 clusters Score -3008750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3008749.000000 Penalty: 4983.539062
	Iteration 71Q: 3 clusters Score -3008749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3008752.500000 Penalty: 4983.539062
	Iteration 72Q: 3 clusters Score -3008752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3008753.000000 Penalty: 4983.539062
	Iteration 73Q: 3 clusters Score -3008753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3008754.250000 Penalty: 4983.539062
	Iteration 74Q: 3 clusters Score -3008754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3008753.000000 Penalty: 4983.539062
	Iteration 75Q: 3 clusters Score -3008753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3008751.750000 Penalty: 4983.539062
	Iteration 76Q: 3 clusters Score -3008752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3008753.000000 Penalty: 4983.539062
	Iteration 77Q: 3 clusters Score -3008753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3008749.750000 Penalty: 4983.539062
	Iteration 78Q: 3 clusters Score -3008750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3008748.250000 Penalty: 4983.539062
	Iteration 79Q: 3 clusters Score -3008748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3008752.250000 Penalty: 4983.539062
	Iteration 80F: 3 clusters Score -3008752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3008756.500000 Penalty: 4983.539062
	Iteration 81Q: 3 clusters Score -3008756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3008755.750000 Penalty: 4983.539062
	Iteration 82Q: 3 clusters Score -3008756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3008754.750000 Penalty: 4983.539062
	Iteration 83Q: 3 clusters Score -3008755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3008756.250000 Penalty: 4983.539062
	Iteration 84Q: 3 clusters Score -3008756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3008756.250000 Penalty: 4983.539062
	Iteration 85F: 3 clusters Score -3008756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Entering Unmasked Estep 
Score: -3407192.500000 Penalty: 2517.024414
	Iteration 0F: 2 clusters Score -3407192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3389479.750000 Penalty: 5034.048828
	Iteration 0F: 3 clusters Score -3389480 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3395731.750000 Penalty: 5034.048828
	Iteration 1F: 3 clusters Score -3395732 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3396279.000000 Penalty: 5034.048828
	Iteration 2F: 3 clusters Score -3396279 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3396895.500000 Penalty: 5034.048828
	Iteration 3F: 3 clusters Score -3396896 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3397520.500000 Penalty: 5034.048828
	Iteration 4Q: 3 clusters Score -3397520 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3398219.750000 Penalty: 5034.048828
	Iteration 5F: 3 clusters Score -3398220 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3398792.750000 Penalty: 5034.048828
	Iteration 6Q: 3 clusters Score -3398793 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3399261.500000 Penalty: 5034.048828
	Iteration 7Q: 3 clusters Score -3399262 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3399625.000000 Penalty: 5034.048828
	Iteration 8Q: 3 clusters Score -3399625 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3399932.750000 Penalty: 5034.048828
	Iteration 9Q: 3 clusters Score -3399933 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3400185.000000 Penalty: 5034.048828
	Iteration 10Q: 3 clusters Score -3400185 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3400378.000000 Penalty: 5034.048828
	Iteration 11Q: 3 clusters Score -3400378 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3400598.500000 Penalty: 5034.048828
	Iteration 12Q: 3 clusters Score -3400598 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3400790.750000 Penalty: 5034.048828
	Iteration 13Q: 3 clusters Score -3400791 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3401032.750000 Penalty: 5034.048828
	Iteration 14Q: 3 clusters Score -3401033 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3401318.250000 Penalty: 5034.048828
	Iteration 15Q: 3 clusters Score -3401318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3401714.750000 Penalty: 5034.048828
	Iteration 16Q: 3 clusters Score -3401715 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3402135.750000 Penalty: 5034.048828
	Iteration 17Q: 3 clusters Score -3402136 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3402642.000000 Penalty: 5034.048828
	Iteration 18Q: 3 clusters Score -3402642 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3403163.250000 Penalty: 5034.048828
	Iteration 19Q: 3 clusters Score -3403163 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3403609.500000 Penalty: 5034.048828
	Iteration 20F: 3 clusters Score -3403610 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3403941.000000 Penalty: 5034.048828
	Iteration 21Q: 3 clusters Score -3403941 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3404239.250000 Penalty: 5034.048828
	Iteration 22Q: 3 clusters Score -3404239 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3404521.000000 Penalty: 5034.048828
	Iteration 23Q: 3 clusters Score -3404521 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3404786.750000 Penalty: 5034.048828
	Iteration 24Q: 3 clusters Score -3404787 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3405039.000000 Penalty: 5034.048828
	Iteration 25Q: 3 clusters Score -3405039 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3405216.000000 Penalty: 5034.048828
	Iteration 26Q: 3 clusters Score -3405216 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3405369.750000 Penalty: 5034.048828
	Iteration 27Q: 3 clusters Score -3405370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3405487.250000 Penalty: 5034.048828
	Iteration 28Q: 3 clusters Score -3405487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3405594.000000 Penalty: 5034.048828
	Iteration 29Q: 3 clusters Score -3405594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3405694.250000 Penalty: 5034.048828
	Iteration 30Q: 3 clusters Score -3405694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3405783.000000 Penalty: 5034.048828
	Iteration 31Q: 3 clusters Score -3405783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3405863.500000 Penalty: 5034.048828
	Iteration 32Q: 3 clusters Score -3405864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3405944.750000 Penalty: 5034.048828
	Iteration 33Q: 3 clusters Score -3405945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3406007.500000 Penalty: 5034.048828
	Iteration 34Q: 3 clusters Score -3406008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3406038.250000 Penalty: 5034.048828
	Iteration 35Q: 3 clusters Score -3406038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3406053.250000 Penalty: 5034.048828
	Iteration 36Q: 3 clusters Score -3406053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3406073.500000 Penalty: 5034.048828
	Iteration 37Q: 3 clusters Score -3406074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3406072.500000 Penalty: 5034.048828
	Iteration 38Q: 3 clusters Score -3406072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3406079.250000 Penalty: 5034.048828
	Iteration 39Q: 3 clusters Score -3406079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3406080.250000 Penalty: 5034.048828
	Iteration 40F: 3 clusters Score -3406080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3406086.750000 Penalty: 5034.048828
	Iteration 41Q: 3 clusters Score -3406087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3406080.750000 Penalty: 5034.048828
	Iteration 42Q: 3 clusters Score -3406081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3406086.250000 Penalty: 5034.048828
	Iteration 43Q: 3 clusters Score -3406086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3406091.500000 Penalty: 5034.048828
	Iteration 44Q: 3 clusters Score -3406092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3406096.250000 Penalty: 5034.048828
	Iteration 45Q: 3 clusters Score -3406096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3406096.000000 Penalty: 5034.048828
	Iteration 46Q: 3 clusters Score -3406096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3406099.250000 Penalty: 5034.048828
	Iteration 47Q: 3 clusters Score -3406099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3406096.750000 Penalty: 5034.048828
	Iteration 48Q: 3 clusters Score -3406097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3406100.000000 Penalty: 5034.048828
	Iteration 49Q: 3 clusters Score -3406100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3406100.000000 Penalty: 5034.048828
	Iteration 50F: 3 clusters Score -3406100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Entering Unmasked Estep 
Score: -21335654.000000 Penalty: 2973.137451
	Iteration 0F: 2 clusters Score -2.133565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -21231880.000000 Penalty: 5946.274902
	Iteration 0F: 3 clusters Score -2.123188e+07 nChanged 76918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -21277182.000000 Penalty: 5946.274902
	Iteration 1F: 3 clusters Score -2.127718e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -21278694.000000 Penalty: 5946.274902
	Iteration 2Q: 3 clusters Score -2.127869e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -21280622.000000 Penalty: 5946.274902
	Iteration 3Q: 3 clusters Score -2.128062e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -21282950.000000 Penalty: 5946.274902
	Iteration 4Q: 3 clusters Score -2.128295e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -21286620.000000 Penalty: 5946.274902
	Iteration 5Q: 3 clusters Score -2.128662e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -21291532.000000 Penalty: 5946.274902
	Iteration 6F: 3 clusters Score -2.129153e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -21298428.000000 Penalty: 5946.274902
	Iteration 7F: 3 clusters Score -2.129843e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 122550 members 
Entering Unmasked Estep 
Score: -21306648.000000 Penalty: 5946.274902
	Iteration 8F: 3 clusters Score -2.130665e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -21313284.000000 Penalty: 5946.274902
	Iteration 9F: 3 clusters Score -2.131328e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 136846 members 
Entering Unmasked Estep 
Score: -21318366.000000 Penalty: 5946.274902
	Iteration 10Q: 3 clusters Score -2.131837e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -21321680.000000 Penalty: 5946.274902
	Iteration 11Q: 3 clusters Score -2.132168e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -21324394.000000 Penalty: 5946.274902
	Iteration 12Q: 3 clusters Score -2.132439e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -21326478.000000 Penalty: 5946.274902
	Iteration 13Q: 3 clusters Score -2.132648e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -21328206.000000 Penalty: 5946.274902
	Iteration 14Q: 3 clusters Score -2.132821e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -21329616.000000 Penalty: 5946.274902
	Iteration 15Q: 3 clusters Score -2.132962e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -21330680.000000 Penalty: 5946.274902
	Iteration 16Q: 3 clusters Score -2.133068e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 154153 members 
Entering Unmasked Estep 
Score: -21331578.000000 Penalty: 5946.274902
	Iteration 17Q: 3 clusters Score -2.133158e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -21332306.000000 Penalty: 5946.274902
	Iteration 18Q: 3 clusters Score -2.133231e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 155248 members 
Entering Unmasked Estep 
Score: -21332774.000000 Penalty: 5946.274902
	Iteration 19Q: 3 clusters Score -2.133277e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -21333208.000000 Penalty: 5946.274902
	Iteration 20F: 3 clusters Score -2.133321e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -21333444.000000 Penalty: 5946.274902
	Iteration 21Q: 3 clusters Score -2.133344e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 155770 members 
Entering Unmasked Estep 
Score: -21333702.000000 Penalty: 5946.274902
	Iteration 22Q: 3 clusters Score -2.13337e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -21333894.000000 Penalty: 5946.274902
	Iteration 23Q: 3 clusters Score -2.133389e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 155800 members 
Entering Unmasked Estep 
Score: -21334000.000000 Penalty: 5946.274902
	Iteration 24Q: 3 clusters Score -2.1334e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -21334074.000000 Penalty: 5946.274902
	Iteration 25Q: 3 clusters Score -2.133407e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 155826 members 
Entering Unmasked Estep 
Score: -21334126.000000 Penalty: 5946.274902
	Iteration 26Q: 3 clusters Score -2.133413e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -21334146.000000 Penalty: 5946.274902
	Iteration 27Q: 3 clusters Score -2.133415e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -21334150.000000 Penalty: 5946.274902
	Iteration 28Q: 3 clusters Score -2.133415e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
Score: -21334210.000000 Penalty: 5946.274902
	Iteration 29Q: 3 clusters Score -2.133421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -21334230.000000 Penalty: 5946.274902
	Iteration 30Q: 3 clusters Score -2.133423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -21334220.000000 Penalty: 5946.274902
	Iteration 31Q: 3 clusters Score -2.133422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -21334280.000000 Penalty: 5946.274902
	Iteration 32Q: 3 clusters Score -2.133428e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -21334306.000000 Penalty: 5946.274902
	Iteration 33Q: 3 clusters Score -2.133431e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -21334276.000000 Penalty: 5946.274902
	Iteration 34Q: 3 clusters Score -2.133428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -21334260.000000 Penalty: 5946.274902
	Iteration 35Q: 3 clusters Score -2.133426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -21334250.000000 Penalty: 5946.274902
	Iteration 36Q: 3 clusters Score -2.133425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 155896 members 
Entering Unmasked Estep 
Score: -21334282.000000 Penalty: 5946.274902
	Iteration 37Q: 3 clusters Score -2.133428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -21334298.000000 Penalty: 5946.274902
	Iteration 38Q: 3 clusters Score -2.13343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -21334282.000000 Penalty: 5946.274902
	Iteration 39Q: 3 clusters Score -2.133428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -21334304.000000 Penalty: 5946.274902
	Iteration 40F: 3 clusters Score -2.13343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -21334320.000000 Penalty: 5946.274902
	Iteration 41Q: 3 clusters Score -2.133432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -21334316.000000 Penalty: 5946.274902
	Iteration 42Q: 3 clusters Score -2.133432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 155870 members 
Entering Unmasked Estep 
Score: -21334310.000000 Penalty: 5946.274902
	Iteration 43Q: 3 clusters Score -2.133431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -21334318.000000 Penalty: 5946.274902
	Iteration 44Q: 3 clusters Score -2.133432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -21334308.000000 Penalty: 5946.274902
	Iteration 45Q: 3 clusters Score -2.133431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -21334306.000000 Penalty: 5946.274902
	Iteration 46Q: 3 clusters Score -2.133431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -21334320.000000 Penalty: 5946.274902
	Iteration 47Q: 3 clusters Score -2.133432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 155877 members 
Entering Unmasked Estep 
Score: -21334328.000000 Penalty: 5946.274902
	Iteration 48Q: 3 clusters Score -2.133433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -21334330.000000 Penalty: 5946.274902
	Iteration 49Q: 3 clusters Score -2.133433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -21334336.000000 Penalty: 5946.274902
	Iteration 50Q: 3 clusters Score -2.133434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -21334334.000000 Penalty: 5946.274902
	Iteration 51Q: 3 clusters Score -2.133433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -21334338.000000 Penalty: 5946.274902
	Iteration 52Q: 3 clusters Score -2.133434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -21334338.000000 Penalty: 5946.274902
	Iteration 53F: 3 clusters Score -2.133434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -2311418.750000 Penalty: 2418.458740
	Iteration 0F: 2 clusters Score -2311419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2299280.250000 Penalty: 4836.917480
	Iteration 0F: 3 clusters Score -2299280 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2303273.750000 Penalty: 4836.917480
	Iteration 1F: 3 clusters Score -2303274 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2303646.000000 Penalty: 4836.917480
	Iteration 2F: 3 clusters Score -2303646 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2303885.250000 Penalty: 4836.917480
	Iteration 3Q: 3 clusters Score -2303885 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2304092.750000 Penalty: 4836.917480
	Iteration 4Q: 3 clusters Score -2304093 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2304273.750000 Penalty: 4836.917480
	Iteration 5Q: 3 clusters Score -2304274 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2304431.000000 Penalty: 4836.917480
	Iteration 6Q: 3 clusters Score -2304431 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2304597.000000 Penalty: 4836.917480
	Iteration 7Q: 3 clusters Score -2304597 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2304788.000000 Penalty: 4836.917480
	Iteration 8Q: 3 clusters Score -2304788 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2305018.500000 Penalty: 4836.917480
	Iteration 9Q: 3 clusters Score -2305018 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2305256.500000 Penalty: 4836.917480
	Iteration 10Q: 3 clusters Score -2305256 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2305532.250000 Penalty: 4836.917480
	Iteration 11Q: 3 clusters Score -2305532 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2305858.000000 Penalty: 4836.917480
	Iteration 12Q: 3 clusters Score -2305858 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2306193.250000 Penalty: 4836.917480
	Iteration 13Q: 3 clusters Score -2306193 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2306577.000000 Penalty: 4836.917480
	Iteration 14Q: 3 clusters Score -2306577 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2307017.000000 Penalty: 4836.917480
	Iteration 15Q: 3 clusters Score -2307017 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2307446.000000 Penalty: 4836.917480
	Iteration 16Q: 3 clusters Score -2307446 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2307822.500000 Penalty: 4836.917480
	Iteration 17Q: 3 clusters Score -2307822 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2308098.750000 Penalty: 4836.917480
	Iteration 18Q: 3 clusters Score -2308099 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2308298.750000 Penalty: 4836.917480
	Iteration 19Q: 3 clusters Score -2308299 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2308425.000000 Penalty: 4836.917480
	Iteration 20F: 3 clusters Score -2308425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2308523.750000 Penalty: 4836.917480
	Iteration 21Q: 3 clusters Score -2308524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2308578.000000 Penalty: 4836.917480
	Iteration 22Q: 3 clusters Score -2308578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2308614.250000 Penalty: 4836.917480
	Iteration 23Q: 3 clusters Score -2308614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2308653.000000 Penalty: 4836.917480
	Iteration 24Q: 3 clusters Score -2308653 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2308683.750000 Penalty: 4836.917480
	Iteration 25Q: 3 clusters Score -2308684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2308729.500000 Penalty: 4836.917480
	Iteration 26Q: 3 clusters Score -2308730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2308773.000000 Penalty: 4836.917480
	Iteration 27Q: 3 clusters Score -2308773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2308803.000000 Penalty: 4836.917480
	Iteration 28Q: 3 clusters Score -2308803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2308824.750000 Penalty: 4836.917480
	Iteration 29Q: 3 clusters Score -2308825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2308850.000000 Penalty: 4836.917480
	Iteration 30Q: 3 clusters Score -2308850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2308868.500000 Penalty: 4836.917480
	Iteration 31Q: 3 clusters Score -2308868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2308899.250000 Penalty: 4836.917480
	Iteration 32Q: 3 clusters Score -2308899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2308919.000000 Penalty: 4836.917480
	Iteration 33Q: 3 clusters Score -2308919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2308933.500000 Penalty: 4836.917480
	Iteration 34Q: 3 clusters Score -2308934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2308943.500000 Penalty: 4836.917480
	Iteration 35Q: 3 clusters Score -2308944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2308950.500000 Penalty: 4836.917480
	Iteration 36Q: 3 clusters Score -2308950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2308970.250000 Penalty: 4836.917480
	Iteration 37Q: 3 clusters Score -2308970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2308982.250000 Penalty: 4836.917480
	Iteration 38Q: 3 clusters Score -2308982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2309002.750000 Penalty: 4836.917480
	Iteration 39Q: 3 clusters Score -2309003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2309018.500000 Penalty: 4836.917480
	Iteration 40F: 3 clusters Score -2309018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2309034.000000 Penalty: 4836.917480
	Iteration 41Q: 3 clusters Score -2309034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2309056.750000 Penalty: 4836.917480
	Iteration 42Q: 3 clusters Score -2309057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2309065.000000 Penalty: 4836.917480
	Iteration 43Q: 3 clusters Score -2309065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2309073.500000 Penalty: 4836.917480
	Iteration 44Q: 3 clusters Score -2309074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2309076.500000 Penalty: 4836.917480
	Iteration 45Q: 3 clusters Score -2309076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2309072.750000 Penalty: 4836.917480
	Iteration 46Q: 3 clusters Score -2309073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2309083.000000 Penalty: 4836.917480
	Iteration 47Q: 3 clusters Score -2309083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2309088.500000 Penalty: 4836.917480
	Iteration 48Q: 3 clusters Score -2309088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2309095.000000 Penalty: 4836.917480
	Iteration 49Q: 3 clusters Score -2309095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2309101.250000 Penalty: 4836.917480
	Iteration 50Q: 3 clusters Score -2309101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2309103.750000 Penalty: 4836.917480
	Iteration 51Q: 3 clusters Score -2309104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2309109.500000 Penalty: 4836.917480
	Iteration 52Q: 3 clusters Score -2309110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2309116.000000 Penalty: 4836.917480
	Iteration 53Q: 3 clusters Score -2309116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2309119.250000 Penalty: 4836.917480
	Iteration 54Q: 3 clusters Score -2309119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2309121.750000 Penalty: 4836.917480
	Iteration 55Q: 3 clusters Score -2309122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2309131.500000 Penalty: 4836.917480
	Iteration 56Q: 3 clusters Score -2309132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2309136.000000 Penalty: 4836.917480
	Iteration 57Q: 3 clusters Score -2309136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2309138.000000 Penalty: 4836.917480
	Iteration 58Q: 3 clusters Score -2309138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2309141.000000 Penalty: 4836.917480
	Iteration 59Q: 3 clusters Score -2309141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2309144.250000 Penalty: 4836.917480
	Iteration 60F: 3 clusters Score -2309144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2309146.500000 Penalty: 4836.917480
	Iteration 61Q: 3 clusters Score -2309146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2309147.000000 Penalty: 4836.917480
	Iteration 62Q: 3 clusters Score -2309147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2309147.750000 Penalty: 4836.917480
	Iteration 63Q: 3 clusters Score -2309148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2309149.750000 Penalty: 4836.917480
	Iteration 64Q: 3 clusters Score -2309150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2309147.000000 Penalty: 4836.917480
	Iteration 65Q: 3 clusters Score -2309147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2309148.750000 Penalty: 4836.917480
	Iteration 66Q: 3 clusters Score -2309149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2309149.750000 Penalty: 4836.917480
	Iteration 67Q: 3 clusters Score -2309150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2309149.250000 Penalty: 4836.917480
	Iteration 68Q: 3 clusters Score -2309149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2309150.500000 Penalty: 4836.917480
	Iteration 69Q: 3 clusters Score -2309150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2309150.000000 Penalty: 4836.917480
	Iteration 70Q: 3 clusters Score -2309150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2309148.500000 Penalty: 4836.917480
	Iteration 71Q: 3 clusters Score -2309148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2309150.250000 Penalty: 4836.917480
	Iteration 72Q: 3 clusters Score -2309150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2309151.750000 Penalty: 4836.917480
	Iteration 73Q: 3 clusters Score -2309152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2309155.000000 Penalty: 4836.917480
	Iteration 74Q: 3 clusters Score -2309155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2309155.250000 Penalty: 4836.917480
	Iteration 75Q: 3 clusters Score -2309155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2309156.500000 Penalty: 4836.917480
	Iteration 76Q: 3 clusters Score -2309156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2309157.000000 Penalty: 4836.917480
	Iteration 77Q: 3 clusters Score -2309157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2309157.000000 Penalty: 4836.917480
	Iteration 78F: 3 clusters Score -2309157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -1730709.375000 Penalty: 2344.512451
	Iteration 0F: 2 clusters Score -1730709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1721310.500000 Penalty: 4689.024902
	Iteration 0F: 3 clusters Score -1721310 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1724293.750000 Penalty: 4689.024902
	Iteration 1F: 3 clusters Score -1724294 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1724761.750000 Penalty: 4689.024902
	Iteration 2F: 3 clusters Score -1724762 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1725179.625000 Penalty: 4689.024902
	Iteration 3F: 3 clusters Score -1725180 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1725675.500000 Penalty: 4689.024902
	Iteration 4F: 3 clusters Score -1725676 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1726300.500000 Penalty: 4689.024902
	Iteration 5F: 3 clusters Score -1726300 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1727019.500000 Penalty: 4689.024902
	Iteration 6F: 3 clusters Score -1727020 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1727723.125000 Penalty: 4689.024902
	Iteration 7F: 3 clusters Score -1727723 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1728295.250000 Penalty: 4689.024902
	Iteration 8F: 3 clusters Score -1728295 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1728676.500000 Penalty: 4689.024902
	Iteration 9Q: 3 clusters Score -1728676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1728907.875000 Penalty: 4689.024902
	Iteration 10Q: 3 clusters Score -1728908 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1729040.625000 Penalty: 4689.024902
	Iteration 11Q: 3 clusters Score -1729041 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1729125.250000 Penalty: 4689.024902
	Iteration 12Q: 3 clusters Score -1729125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1729199.625000 Penalty: 4689.024902
	Iteration 13Q: 3 clusters Score -1729200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1729267.250000 Penalty: 4689.024902
	Iteration 14Q: 3 clusters Score -1729267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1729302.000000 Penalty: 4689.024902
	Iteration 15Q: 3 clusters Score -1729302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1729326.000000 Penalty: 4689.024902
	Iteration 16Q: 3 clusters Score -1729326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1729350.375000 Penalty: 4689.024902
	Iteration 17Q: 3 clusters Score -1729350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1729363.625000 Penalty: 4689.024902
	Iteration 18Q: 3 clusters Score -1729364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1729373.625000 Penalty: 4689.024902
	Iteration 19Q: 3 clusters Score -1729374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1729379.750000 Penalty: 4689.024902
	Iteration 20F: 3 clusters Score -1729380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1729378.625000 Penalty: 4689.024902
	Iteration 21Q: 3 clusters Score -1729379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1729379.625000 Penalty: 4689.024902
	Iteration 22Q: 3 clusters Score -1729380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1729379.625000 Penalty: 4689.024902
	Iteration 23F: 3 clusters Score -1729380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Entering Unmasked Estep 
Score: -2220639.250000 Penalty: 2433.695801
	Iteration 0F: 2 clusters Score -2220639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2207718.500000 Penalty: 4867.391602
	Iteration 0F: 3 clusters Score -2207718 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2212417.250000 Penalty: 4867.391602
	Iteration 1F: 3 clusters Score -2212417 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2213566.500000 Penalty: 4867.391602
	Iteration 2F: 3 clusters Score -2213566 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2214893.500000 Penalty: 4867.391602
	Iteration 3F: 3 clusters Score -2214894 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2216193.500000 Penalty: 4867.391602
	Iteration 4F: 3 clusters Score -2216194 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2217270.250000 Penalty: 4867.391602
	Iteration 5F: 3 clusters Score -2217270 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2217955.000000 Penalty: 4867.391602
	Iteration 6F: 3 clusters Score -2217955 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2218407.500000 Penalty: 4867.391602
	Iteration 7Q: 3 clusters Score -2218408 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2218703.000000 Penalty: 4867.391602
	Iteration 8Q: 3 clusters Score -2218703 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2218895.500000 Penalty: 4867.391602
	Iteration 9Q: 3 clusters Score -2218896 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2219045.750000 Penalty: 4867.391602
	Iteration 10Q: 3 clusters Score -2219046 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2219139.750000 Penalty: 4867.391602
	Iteration 11Q: 3 clusters Score -2219140 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2219214.500000 Penalty: 4867.391602
	Iteration 12Q: 3 clusters Score -2219214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2219286.000000 Penalty: 4867.391602
	Iteration 13Q: 3 clusters Score -2219286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2219350.750000 Penalty: 4867.391602
	Iteration 14Q: 3 clusters Score -2219351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2219396.250000 Penalty: 4867.391602
	Iteration 15Q: 3 clusters Score -2219396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2219442.000000 Penalty: 4867.391602
	Iteration 16Q: 3 clusters Score -2219442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2219480.500000 Penalty: 4867.391602
	Iteration 17Q: 3 clusters Score -2219480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2219511.750000 Penalty: 4867.391602
	Iteration 18Q: 3 clusters Score -2219512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2219539.000000 Penalty: 4867.391602
	Iteration 19Q: 3 clusters Score -2219539 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2219563.750000 Penalty: 4867.391602
	Iteration 20F: 3 clusters Score -2219564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2219589.000000 Penalty: 4867.391602
	Iteration 21Q: 3 clusters Score -2219589 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2219605.250000 Penalty: 4867.391602
	Iteration 22Q: 3 clusters Score -2219605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2219621.750000 Penalty: 4867.391602
	Iteration 23Q: 3 clusters Score -2219622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2219638.000000 Penalty: 4867.391602
	Iteration 24Q: 3 clusters Score -2219638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2219640.750000 Penalty: 4867.391602
	Iteration 25Q: 3 clusters Score -2219641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2219658.000000 Penalty: 4867.391602
	Iteration 26Q: 3 clusters Score -2219658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2219663.000000 Penalty: 4867.391602
	Iteration 27Q: 3 clusters Score -2219663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2219677.750000 Penalty: 4867.391602
	Iteration 28Q: 3 clusters Score -2219678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2219691.250000 Penalty: 4867.391602
	Iteration 29Q: 3 clusters Score -2219691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2219692.500000 Penalty: 4867.391602
	Iteration 30Q: 3 clusters Score -2219692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2219700.000000 Penalty: 4867.391602
	Iteration 31Q: 3 clusters Score -2219700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2219697.250000 Penalty: 4867.391602
	Iteration 32Q: 3 clusters Score -2219697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2219708.500000 Penalty: 4867.391602
	Iteration 33Q: 3 clusters Score -2219708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2219712.250000 Penalty: 4867.391602
	Iteration 34Q: 3 clusters Score -2219712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2219710.500000 Penalty: 4867.391602
	Iteration 35Q: 3 clusters Score -2219710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2219713.000000 Penalty: 4867.391602
	Iteration 36Q: 3 clusters Score -2219713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2219709.750000 Penalty: 4867.391602
	Iteration 37Q: 3 clusters Score -2219710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2219717.250000 Penalty: 4867.391602
	Iteration 38Q: 3 clusters Score -2219717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2219721.000000 Penalty: 4867.391602
	Iteration 39Q: 3 clusters Score -2219721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2219724.250000 Penalty: 4867.391602
	Iteration 40F: 3 clusters Score -2219724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2219723.000000 Penalty: 4867.391602
	Iteration 41Q: 3 clusters Score -2219723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2219725.000000 Penalty: 4867.391602
	Iteration 42Q: 3 clusters Score -2219725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2219722.750000 Penalty: 4867.391602
	Iteration 43Q: 3 clusters Score -2219723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2219722.750000 Penalty: 4867.391602
	Iteration 44Q: 3 clusters Score -2219723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2219724.750000 Penalty: 4867.391602
	Iteration 45Q: 3 clusters Score -2219725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2219724.500000 Penalty: 4867.391602
	Iteration 46Q: 3 clusters Score -2219724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2219725.250000 Penalty: 4867.391602
	Iteration 47Q: 3 clusters Score -2219725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2219723.750000 Penalty: 4867.391602
	Iteration 48Q: 3 clusters Score -2219724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2219729.500000 Penalty: 4867.391602
	Iteration 49Q: 3 clusters Score -2219730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2219732.500000 Penalty: 4867.391602
	Iteration 50Q: 3 clusters Score -2219732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2219728.750000 Penalty: 4867.391602
	Iteration 51Q: 3 clusters Score -2219729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2219728.250000 Penalty: 4867.391602
	Iteration 52Q: 3 clusters Score -2219728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219730.500000 Penalty: 4867.391602
	Iteration 53Q: 3 clusters Score -2219730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2219732.000000 Penalty: 4867.391602
	Iteration 54Q: 3 clusters Score -2219732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2219733.000000 Penalty: 4867.391602
	Iteration 55Q: 3 clusters Score -2219733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219731.750000 Penalty: 4867.391602
	Iteration 56Q: 3 clusters Score -2219732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219728.000000 Penalty: 4867.391602
	Iteration 57Q: 3 clusters Score -2219728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219729.750000 Penalty: 4867.391602
	Iteration 58Q: 3 clusters Score -2219730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2219732.750000 Penalty: 4867.391602
	Iteration 59Q: 3 clusters Score -2219733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2219732.000000 Penalty: 4867.391602
	Iteration 60F: 3 clusters Score -2219732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2219730.500000 Penalty: 4867.391602
	Iteration 61Q: 3 clusters Score -2219730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219730.750000 Penalty: 4867.391602
	Iteration 62Q: 3 clusters Score -2219731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2219730.750000 Penalty: 4867.391602
	Iteration 63F: 3 clusters Score -2219731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (233175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233175 members 
Entering Unmasked Estep 
Score: -31143148.000000 Penalty: 3065.166992
	Iteration 0F: 2 clusters Score -3.114315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -31022064.000000 Penalty: 6130.333984
	Iteration 0F: 3 clusters Score -3.102206e+07 nChanged 112498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112622 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -31088586.000000 Penalty: 6130.333984
	Iteration 1F: 3 clusters Score -3.108859e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -31089732.000000 Penalty: 6130.333984
	Iteration 2Q: 3 clusters Score -3.108973e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -31091128.000000 Penalty: 6130.333984
	Iteration 3Q: 3 clusters Score -3.109113e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -31093410.000000 Penalty: 6130.333984
	Iteration 4Q: 3 clusters Score -3.109341e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -31096486.000000 Penalty: 6130.333984
	Iteration 5Q: 3 clusters Score -3.109649e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -31100918.000000 Penalty: 6130.333984
	Iteration 6F: 3 clusters Score -3.110092e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -31107820.000000 Penalty: 6130.333984
	Iteration 7F: 3 clusters Score -3.110782e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 156278 members 
Entering Unmasked Estep 
Score: -31116956.000000 Penalty: 6130.333984
	Iteration 8F: 3 clusters Score -3.111696e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -31125108.000000 Penalty: 6130.333984
	Iteration 9F: 3 clusters Score -3.112511e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -31129670.000000 Penalty: 6130.333984
	Iteration 10F: 3 clusters Score -3.112967e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -31131098.000000 Penalty: 6130.333984
	Iteration 11Q: 3 clusters Score -3.11311e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -31131544.000000 Penalty: 6130.333984
	Iteration 12Q: 3 clusters Score -3.113154e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 148523 members 
Entering Unmasked Estep 
Score: -31131622.000000 Penalty: 6130.333984
	Iteration 13Q: 3 clusters Score -3.113162e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -31131952.000000 Penalty: 6130.333984
	Iteration 14Q: 3 clusters Score -3.113195e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 142734 members 
Entering Unmasked Estep 
Score: -31132626.000000 Penalty: 6130.333984
	Iteration 15Q: 3 clusters Score -3.113263e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -31133050.000000 Penalty: 6130.333984
	Iteration 16Q: 3 clusters Score -3.113305e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -31133640.000000 Penalty: 6130.333984
	Iteration 17Q: 3 clusters Score -3.113364e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -31134234.000000 Penalty: 6130.333984
	Iteration 18Q: 3 clusters Score -3.113423e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -31134750.000000 Penalty: 6130.333984
	Iteration 19Q: 3 clusters Score -3.113475e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 129340 members 
Entering Unmasked Estep 
Score: -31135234.000000 Penalty: 6130.333984
	Iteration 20F: 3 clusters Score -3.113523e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
Score: -31135656.000000 Penalty: 6130.333984
	Iteration 21Q: 3 clusters Score -3.113566e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -31136000.000000 Penalty: 6130.333984
	Iteration 22Q: 3 clusters Score -3.1136e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -31136446.000000 Penalty: 6130.333984
	Iteration 23Q: 3 clusters Score -3.113645e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -31136828.000000 Penalty: 6130.333984
	Iteration 24Q: 3 clusters Score -3.113683e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -31137224.000000 Penalty: 6130.333984
	Iteration 25Q: 3 clusters Score -3.113722e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115528 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -31137672.000000 Penalty: 6130.333984
	Iteration 26Q: 3 clusters Score -3.113767e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117510 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -31138074.000000 Penalty: 6130.333984
	Iteration 27Q: 3 clusters Score -3.113807e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -31138482.000000 Penalty: 6130.333984
	Iteration 28Q: 3 clusters Score -3.113848e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -31139014.000000 Penalty: 6130.333984
	Iteration 29Q: 3 clusters Score -3.113901e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -31139574.000000 Penalty: 6130.333984
	Iteration 30Q: 3 clusters Score -3.113957e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128098 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -31140268.000000 Penalty: 6130.333984
	Iteration 31Q: 3 clusters Score -3.114027e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -31141216.000000 Penalty: 6130.333984
	Iteration 32Q: 3 clusters Score -3.114122e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -31142150.000000 Penalty: 6130.333984
	Iteration 33Q: 3 clusters Score -3.114215e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142864 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -31143114.000000 Penalty: 6130.333984
	Iteration 34Q: 3 clusters Score -3.114311e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -31144214.000000 Penalty: 6130.333984
	Iteration 35Q: 3 clusters Score -3.114421e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -31145392.000000 Penalty: 6130.333984
	Iteration 36Q: 3 clusters Score -3.114539e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -31145506.000000 Penalty: 6130.333984
	Iteration 37Q: 3 clusters Score -3.114551e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -31145536.000000 Penalty: 6130.333984
	Iteration 38Q: 3 clusters Score -3.114554e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -31145202.000000 Penalty: 6130.333984
	Iteration 39Q: 3 clusters Score -3.11452e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -31147192.000000 Penalty: 6130.333984
	Iteration 40F: 3 clusters Score -3.114719e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -31147816.000000 Penalty: 6130.333984
	Iteration 41Q: 3 clusters Score -3.114782e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -31147392.000000 Penalty: 6130.333984
	Iteration 42Q: 3 clusters Score -3.114739e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192833 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -31147024.000000 Penalty: 6130.333984
	Iteration 43Q: 3 clusters Score -3.114702e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196335 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -31146506.000000 Penalty: 6130.333984
	Iteration 44Q: 3 clusters Score -3.114651e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199250 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -31145964.000000 Penalty: 6130.333984
	Iteration 45Q: 3 clusters Score -3.114596e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201784 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -31145490.000000 Penalty: 6130.333984
	Iteration 46Q: 3 clusters Score -3.114549e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203908 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -31145126.000000 Penalty: 6130.333984
	Iteration 47Q: 3 clusters Score -3.114513e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205822 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -31144938.000000 Penalty: 6130.333984
	Iteration 48Q: 3 clusters Score -3.114494e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207545 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -31144764.000000 Penalty: 6130.333984
	Iteration 49Q: 3 clusters Score -3.114476e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209207 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -31144516.000000 Penalty: 6130.333984
	Iteration 50Q: 3 clusters Score -3.114452e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210734 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -31144434.000000 Penalty: 6130.333984
	Iteration 51Q: 3 clusters Score -3.114443e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212141 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -31144216.000000 Penalty: 6130.333984
	Iteration 52Q: 3 clusters Score -3.114422e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213450 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -31144026.000000 Penalty: 6130.333984
	Iteration 53Q: 3 clusters Score -3.114403e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214675 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -31143890.000000 Penalty: 6130.333984
	Iteration 54Q: 3 clusters Score -3.114389e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -31143750.000000 Penalty: 6130.333984
	Iteration 55Q: 3 clusters Score -3.114375e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217019 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -31143722.000000 Penalty: 6130.333984
	Iteration 56Q: 3 clusters Score -3.114372e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -31143766.000000 Penalty: 6130.333984
	Iteration 57Q: 3 clusters Score -3.114377e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219144 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -31143814.000000 Penalty: 6130.333984
	Iteration 58Q: 3 clusters Score -3.114381e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220155 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -31143790.000000 Penalty: 6130.333984
	Iteration 59Q: 3 clusters Score -3.114379e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221048 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -31144022.000000 Penalty: 6130.333984
	Iteration 60F: 3 clusters Score -3.114402e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221937 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -31144076.000000 Penalty: 6130.333984
	Iteration 61Q: 3 clusters Score -3.114408e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222671 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -31143978.000000 Penalty: 6130.333984
	Iteration 62Q: 3 clusters Score -3.114398e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223287 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -31143946.000000 Penalty: 6130.333984
	Iteration 63Q: 3 clusters Score -3.114395e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223811 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -31143966.000000 Penalty: 6130.333984
	Iteration 64Q: 3 clusters Score -3.114397e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224330 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -31143918.000000 Penalty: 6130.333984
	Iteration 65Q: 3 clusters Score -3.114392e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -31143900.000000 Penalty: 6130.333984
	Iteration 66Q: 3 clusters Score -3.11439e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225242 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -31143910.000000 Penalty: 6130.333984
	Iteration 67Q: 3 clusters Score -3.114391e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225643 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -31143818.000000 Penalty: 6130.333984
	Iteration 68Q: 3 clusters Score -3.114382e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225997 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -31143874.000000 Penalty: 6130.333984
	Iteration 69Q: 3 clusters Score -3.114387e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226320 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -31143824.000000 Penalty: 6130.333984
	Iteration 70Q: 3 clusters Score -3.114382e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226605 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -31143880.000000 Penalty: 6130.333984
	Iteration 71Q: 3 clusters Score -3.114388e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226882 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -31143754.000000 Penalty: 6130.333984
	Iteration 72Q: 3 clusters Score -3.114375e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227162 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -31143746.000000 Penalty: 6130.333984
	Iteration 73Q: 3 clusters Score -3.114375e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227439 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -31143764.000000 Penalty: 6130.333984
	Iteration 74Q: 3 clusters Score -3.114376e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227676 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -31143722.000000 Penalty: 6130.333984
	Iteration 75Q: 3 clusters Score -3.114372e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227904 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -31143764.000000 Penalty: 6130.333984
	Iteration 76Q: 3 clusters Score -3.114376e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228140 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -31143724.000000 Penalty: 6130.333984
	Iteration 77Q: 3 clusters Score -3.114372e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228375 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -31143648.000000 Penalty: 6130.333984
	Iteration 78Q: 3 clusters Score -3.114365e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228592 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -31143636.000000 Penalty: 6130.333984
	Iteration 79Q: 3 clusters Score -3.114364e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -31143534.000000 Penalty: 6130.333984
	Iteration 80F: 3 clusters Score -3.114353e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228975 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -31143594.000000 Penalty: 6130.333984
	Iteration 81Q: 3 clusters Score -3.114359e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229151 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -31143668.000000 Penalty: 6130.333984
	Iteration 82Q: 3 clusters Score -3.114367e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229299 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -31143754.000000 Penalty: 6130.333984
	Iteration 83Q: 3 clusters Score -3.114375e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229432 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -31143796.000000 Penalty: 6130.333984
	Iteration 84Q: 3 clusters Score -3.11438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229552 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -31143854.000000 Penalty: 6130.333984
	Iteration 85Q: 3 clusters Score -3.114385e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229621 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -31143834.000000 Penalty: 6130.333984
	Iteration 86Q: 3 clusters Score -3.114383e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229675 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -31143818.000000 Penalty: 6130.333984
	Iteration 87Q: 3 clusters Score -3.114382e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229719 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -31143878.000000 Penalty: 6130.333984
	Iteration 88Q: 3 clusters Score -3.114388e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229780 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -31143922.000000 Penalty: 6130.333984
	Iteration 89Q: 3 clusters Score -3.114392e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229831 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -31143904.000000 Penalty: 6130.333984
	Iteration 90Q: 3 clusters Score -3.11439e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229867 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -31143946.000000 Penalty: 6130.333984
	Iteration 91Q: 3 clusters Score -3.114395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229906 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -31143982.000000 Penalty: 6130.333984
	Iteration 92Q: 3 clusters Score -3.114398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229934 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -31144046.000000 Penalty: 6130.333984
	Iteration 93Q: 3 clusters Score -3.114405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229963 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -31144004.000000 Penalty: 6130.333984
	Iteration 94Q: 3 clusters Score -3.1144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229985 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -31144000.000000 Penalty: 6130.333984
	Iteration 95Q: 3 clusters Score -3.1144e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230006 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -31143996.000000 Penalty: 6130.333984
	Iteration 96Q: 3 clusters Score -3.1144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230021 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -31143978.000000 Penalty: 6130.333984
	Iteration 97Q: 3 clusters Score -3.114398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -31143966.000000 Penalty: 6130.333984
	Iteration 98Q: 3 clusters Score -3.114397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230030 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -31143982.000000 Penalty: 6130.333984
	Iteration 99Q: 3 clusters Score -3.114398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230031 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -31143992.000000 Penalty: 6130.333984
	Iteration 100F: 3 clusters Score -3.114399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230039 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -31143936.000000 Penalty: 6130.333984
	Iteration 101Q: 3 clusters Score -3.114394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230041 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -31143956.000000 Penalty: 6130.333984
	Iteration 102Q: 3 clusters Score -3.114396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230042 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -31143948.000000 Penalty: 6130.333984
	Iteration 103Q: 3 clusters Score -3.114395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230042 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -31143936.000000 Penalty: 6130.333984
	Iteration 104Q: 3 clusters Score -3.114394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230041 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -31143932.000000 Penalty: 6130.333984
	Iteration 105Q: 3 clusters Score -3.114393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230041 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -31143932.000000 Penalty: 6130.333984
	Iteration 106F: 3 clusters Score -3.114393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 52012 members 
Mstep: Class 21 contains 101773 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Entering Unmasked Estep 
Score: -181032480.000000 Penalty: 87763.507812
Splitting cluster 11 changes total score from -181022384.000000 to -181032480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (234418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234418 members 
Entering Unmasked Estep 
Score: -31390058.000000 Penalty: 3066.485596
	Iteration 0F: 2 clusters Score -3.139006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -31252364.000000 Penalty: 6132.971191
	Iteration 0F: 3 clusters Score -3.125236e+07 nChanged 113140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -31319218.000000 Penalty: 6132.971191
	Iteration 1F: 3 clusters Score -3.131922e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 121146 members 
Entering Unmasked Estep 
Score: -31320572.000000 Penalty: 6132.971191
	Iteration 2Q: 3 clusters Score -3.132057e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 123447 members 
Entering Unmasked Estep 
Score: -31322658.000000 Penalty: 6132.971191
	Iteration 3Q: 3 clusters Score -3.132266e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 126880 members 
Entering Unmasked Estep 
Score: -31325284.000000 Penalty: 6132.971191
	Iteration 4Q: 3 clusters Score -3.132528e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 131859 members 
Entering Unmasked Estep 
Score: -31329388.000000 Penalty: 6132.971191
	Iteration 5Q: 3 clusters Score -3.132939e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -31335816.000000 Penalty: 6132.971191
	Iteration 6F: 3 clusters Score -3.133582e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 146260 members 
Entering Unmasked Estep 
Score: -31344090.000000 Penalty: 6132.971191
	Iteration 7F: 3 clusters Score -3.134409e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -31354018.000000 Penalty: 6132.971191
	Iteration 8F: 3 clusters Score -3.135402e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -31363392.000000 Penalty: 6132.971191
	Iteration 9F: 3 clusters Score -3.136339e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -31369688.000000 Penalty: 6132.971191
	Iteration 10Q: 3 clusters Score -3.136969e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -31372522.000000 Penalty: 6132.971191
	Iteration 11Q: 3 clusters Score -3.137252e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -31374194.000000 Penalty: 6132.971191
	Iteration 12Q: 3 clusters Score -3.137419e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -31375298.000000 Penalty: 6132.971191
	Iteration 13Q: 3 clusters Score -3.13753e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 177311 members 
Entering Unmasked Estep 
Score: -31375984.000000 Penalty: 6132.971191
	Iteration 14Q: 3 clusters Score -3.137598e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 180582 members 
Entering Unmasked Estep 
Score: -31376556.000000 Penalty: 6132.971191
	Iteration 15Q: 3 clusters Score -3.137656e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 183818 members 
Entering Unmasked Estep 
Score: -31377282.000000 Penalty: 6132.971191
	Iteration 16Q: 3 clusters Score -3.137728e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -31377854.000000 Penalty: 6132.971191
	Iteration 17Q: 3 clusters Score -3.137785e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -31378374.000000 Penalty: 6132.971191
	Iteration 18Q: 3 clusters Score -3.137837e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -31378898.000000 Penalty: 6132.971191
	Iteration 19Q: 3 clusters Score -3.13789e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 195285 members 
Entering Unmasked Estep 
Score: -31379708.000000 Penalty: 6132.971191
	Iteration 20F: 3 clusters Score -3.137971e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 197900 members 
Entering Unmasked Estep 
Score: -31380194.000000 Penalty: 6132.971191
	Iteration 21Q: 3 clusters Score -3.138019e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 200397 members 
Entering Unmasked Estep 
Score: -31380636.000000 Penalty: 6132.971191
	Iteration 22Q: 3 clusters Score -3.138064e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 202745 members 
Entering Unmasked Estep 
Score: -31381094.000000 Penalty: 6132.971191
	Iteration 23Q: 3 clusters Score -3.138109e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 205000 members 
Entering Unmasked Estep 
Score: -31381582.000000 Penalty: 6132.971191
	Iteration 24Q: 3 clusters Score -3.138158e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 207136 members 
Entering Unmasked Estep 
Score: -31382190.000000 Penalty: 6132.971191
	Iteration 25Q: 3 clusters Score -3.138219e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 209150 members 
Entering Unmasked Estep 
Score: -31382724.000000 Penalty: 6132.971191
	Iteration 26Q: 3 clusters Score -3.138272e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -31383208.000000 Penalty: 6132.971191
	Iteration 27Q: 3 clusters Score -3.138321e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 212900 members 
Entering Unmasked Estep 
Score: -31383746.000000 Penalty: 6132.971191
	Iteration 28Q: 3 clusters Score -3.138375e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 214524 members 
Entering Unmasked Estep 
Score: -31384176.000000 Penalty: 6132.971191
	Iteration 29Q: 3 clusters Score -3.138418e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 216066 members 
Entering Unmasked Estep 
Score: -31384574.000000 Penalty: 6132.971191
	Iteration 30Q: 3 clusters Score -3.138457e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -31384790.000000 Penalty: 6132.971191
	Iteration 31Q: 3 clusters Score -3.138479e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 218926 members 
Entering Unmasked Estep 
Score: -31385198.000000 Penalty: 6132.971191
	Iteration 32Q: 3 clusters Score -3.13852e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 220257 members 
Entering Unmasked Estep 
Score: -31385358.000000 Penalty: 6132.971191
	Iteration 33Q: 3 clusters Score -3.138536e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -31385758.000000 Penalty: 6132.971191
	Iteration 34Q: 3 clusters Score -3.138576e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 222708 members 
Entering Unmasked Estep 
Score: -31386184.000000 Penalty: 6132.971191
	Iteration 35Q: 3 clusters Score -3.138618e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 223874 members 
Entering Unmasked Estep 
Score: -31386654.000000 Penalty: 6132.971191
	Iteration 36Q: 3 clusters Score -3.138665e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -31387182.000000 Penalty: 6132.971191
	Iteration 37Q: 3 clusters Score -3.138718e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 225923 members 
Entering Unmasked Estep 
Score: -31387468.000000 Penalty: 6132.971191
	Iteration 38Q: 3 clusters Score -3.138747e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 226782 members 
Entering Unmasked Estep 
Score: -31387598.000000 Penalty: 6132.971191
	Iteration 39Q: 3 clusters Score -3.13876e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 227564 members 
Entering Unmasked Estep 
Score: -31387850.000000 Penalty: 6132.971191
	Iteration 40F: 3 clusters Score -3.138785e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 228296 members 
Entering Unmasked Estep 
Score: -31387874.000000 Penalty: 6132.971191
	Iteration 41Q: 3 clusters Score -3.138787e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 228890 members 
Entering Unmasked Estep 
Score: -31388026.000000 Penalty: 6132.971191
	Iteration 42Q: 3 clusters Score -3.138803e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 229431 members 
Entering Unmasked Estep 
Score: -31388124.000000 Penalty: 6132.971191
	Iteration 43Q: 3 clusters Score -3.138812e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 229896 members 
Entering Unmasked Estep 
Score: -31388140.000000 Penalty: 6132.971191
	Iteration 44Q: 3 clusters Score -3.138814e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 230300 members 
Entering Unmasked Estep 
Score: -31388240.000000 Penalty: 6132.971191
	Iteration 45Q: 3 clusters Score -3.138824e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 230660 members 
Entering Unmasked Estep 
Score: -31388218.000000 Penalty: 6132.971191
	Iteration 46Q: 3 clusters Score -3.138822e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 230982 members 
Entering Unmasked Estep 
Score: -31388158.000000 Penalty: 6132.971191
	Iteration 47Q: 3 clusters Score -3.138816e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 231252 members 
Entering Unmasked Estep 
Score: -31388164.000000 Penalty: 6132.971191
	Iteration 48Q: 3 clusters Score -3.138816e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 231482 members 
Entering Unmasked Estep 
Score: -31388100.000000 Penalty: 6132.971191
	Iteration 49Q: 3 clusters Score -3.13881e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 231673 members 
Entering Unmasked Estep 
Score: -31388078.000000 Penalty: 6132.971191
	Iteration 50Q: 3 clusters Score -3.138808e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 231838 members 
Entering Unmasked Estep 
Score: -31388090.000000 Penalty: 6132.971191
	Iteration 51Q: 3 clusters Score -3.138809e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 231973 members 
Entering Unmasked Estep 
Score: -31388098.000000 Penalty: 6132.971191
	Iteration 52Q: 3 clusters Score -3.13881e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 232079 members 
Entering Unmasked Estep 
Score: -31388090.000000 Penalty: 6132.971191
	Iteration 53Q: 3 clusters Score -3.138809e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 232171 members 
Entering Unmasked Estep 
Score: -31388102.000000 Penalty: 6132.971191
	Iteration 54Q: 3 clusters Score -3.13881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 232249 members 
Entering Unmasked Estep 
Score: -31388070.000000 Penalty: 6132.971191
	Iteration 55Q: 3 clusters Score -3.138807e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 232327 members 
Entering Unmasked Estep 
Score: -31388104.000000 Penalty: 6132.971191
	Iteration 56Q: 3 clusters Score -3.13881e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 232386 members 
Entering Unmasked Estep 
Score: -31388078.000000 Penalty: 6132.971191
	Iteration 57Q: 3 clusters Score -3.138808e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 232457 members 
Entering Unmasked Estep 
Score: -31388072.000000 Penalty: 6132.971191
	Iteration 58Q: 3 clusters Score -3.138807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 232514 members 
Entering Unmasked Estep 
Score: -31388062.000000 Penalty: 6132.971191
	Iteration 59Q: 3 clusters Score -3.138806e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -31388088.000000 Penalty: 6132.971191
	Iteration 60F: 3 clusters Score -3.138809e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -31388090.000000 Penalty: 6132.971191
	Iteration 61Q: 3 clusters Score -3.138809e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 232664 members 
Entering Unmasked Estep 
Score: -31388092.000000 Penalty: 6132.971191
	Iteration 62Q: 3 clusters Score -3.138809e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -31388062.000000 Penalty: 6132.971191
	Iteration 63Q: 3 clusters Score -3.138806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 232732 members 
Entering Unmasked Estep 
Score: -31388058.000000 Penalty: 6132.971191
	Iteration 64Q: 3 clusters Score -3.138806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 232756 members 
Entering Unmasked Estep 
Score: -31388062.000000 Penalty: 6132.971191
	Iteration 65Q: 3 clusters Score -3.138806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 232779 members 
Entering Unmasked Estep 
Score: -31388058.000000 Penalty: 6132.971191
	Iteration 66Q: 3 clusters Score -3.138806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 232807 members 
Entering Unmasked Estep 
Score: -31388050.000000 Penalty: 6132.971191
	Iteration 67Q: 3 clusters Score -3.138805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 232830 members 
Entering Unmasked Estep 
Score: -31388012.000000 Penalty: 6132.971191
	Iteration 68Q: 3 clusters Score -3.138801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 232851 members 
Entering Unmasked Estep 
Score: -31388006.000000 Penalty: 6132.971191
	Iteration 69Q: 3 clusters Score -3.138801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 232868 members 
Entering Unmasked Estep 
Score: -31387992.000000 Penalty: 6132.971191
	Iteration 70Q: 3 clusters Score -3.138799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 232884 members 
Entering Unmasked Estep 
Score: -31388004.000000 Penalty: 6132.971191
	Iteration 71Q: 3 clusters Score -3.1388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 232905 members 
Entering Unmasked Estep 
Score: -31388042.000000 Penalty: 6132.971191
	Iteration 72Q: 3 clusters Score -3.138804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 232928 members 
Entering Unmasked Estep 
Score: -31388032.000000 Penalty: 6132.971191
	Iteration 73Q: 3 clusters Score -3.138803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 232939 members 
Entering Unmasked Estep 
Score: -31388012.000000 Penalty: 6132.971191
	Iteration 74Q: 3 clusters Score -3.138801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 232951 members 
Entering Unmasked Estep 
Score: -31388012.000000 Penalty: 6132.971191
	Iteration 75Q: 3 clusters Score -3.138801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 232963 members 
Entering Unmasked Estep 
Score: -31388002.000000 Penalty: 6132.971191
	Iteration 76Q: 3 clusters Score -3.1388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 232970 members 
Entering Unmasked Estep 
Score: -31388010.000000 Penalty: 6132.971191
	Iteration 77Q: 3 clusters Score -3.138801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 232976 members 
Entering Unmasked Estep 
Score: -31388012.000000 Penalty: 6132.971191
	Iteration 78Q: 3 clusters Score -3.138801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 232978 members 
Entering Unmasked Estep 
Score: -31387998.000000 Penalty: 6132.971191
	Iteration 79Q: 3 clusters Score -3.1388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 232982 members 
Entering Unmasked Estep 
Score: -31388030.000000 Penalty: 6132.971191
	Iteration 80F: 3 clusters Score -3.138803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 232992 members 
Entering Unmasked Estep 
Score: -31388022.000000 Penalty: 6132.971191
	Iteration 81Q: 3 clusters Score -3.138802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 233001 members 
Entering Unmasked Estep 
Score: -31388014.000000 Penalty: 6132.971191
	Iteration 82Q: 3 clusters Score -3.138801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 233005 members 
Entering Unmasked Estep 
Score: -31388032.000000 Penalty: 6132.971191
	Iteration 83Q: 3 clusters Score -3.138803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 233008 members 
Entering Unmasked Estep 
Score: -31388018.000000 Penalty: 6132.971191
	Iteration 84Q: 3 clusters Score -3.138802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 233009 members 
Entering Unmasked Estep 
Score: -31388026.000000 Penalty: 6132.971191
	Iteration 85Q: 3 clusters Score -3.138803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 233010 members 
Entering Unmasked Estep 
Score: -31388014.000000 Penalty: 6132.971191
	Iteration 86Q: 3 clusters Score -3.138801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 233010 members 
Entering Unmasked Estep 
Score: -31388014.000000 Penalty: 6132.971191
	Iteration 87F: 3 clusters Score -3.138801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Entering Unmasked Estep 
Score: -2390182.000000 Penalty: 2451.168457
	Iteration 0F: 2 clusters Score -2390182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2376313.500000 Penalty: 4902.336914
	Iteration 0F: 3 clusters Score -2376314 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2381302.500000 Penalty: 4902.336914
	Iteration 1F: 3 clusters Score -2381302 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2382054.000000 Penalty: 4902.336914
	Iteration 2F: 3 clusters Score -2382054 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2382746.500000 Penalty: 4902.336914
	Iteration 3F: 3 clusters Score -2382746 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2383405.250000 Penalty: 4902.336914
	Iteration 4F: 3 clusters Score -2383405 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2384047.250000 Penalty: 4902.336914
	Iteration 5F: 3 clusters Score -2384047 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2384626.500000 Penalty: 4902.336914
	Iteration 6F: 3 clusters Score -2384626 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2385123.750000 Penalty: 4902.336914
	Iteration 7Q: 3 clusters Score -2385124 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2385551.500000 Penalty: 4902.336914
	Iteration 8Q: 3 clusters Score -2385552 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2385888.750000 Penalty: 4902.336914
	Iteration 9Q: 3 clusters Score -2385889 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2386151.750000 Penalty: 4902.336914
	Iteration 10Q: 3 clusters Score -2386152 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2386343.750000 Penalty: 4902.336914
	Iteration 11Q: 3 clusters Score -2386344 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2386449.250000 Penalty: 4902.336914
	Iteration 12Q: 3 clusters Score -2386449 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2386522.750000 Penalty: 4902.336914
	Iteration 13Q: 3 clusters Score -2386523 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2386564.250000 Penalty: 4902.336914
	Iteration 14Q: 3 clusters Score -2386564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2386592.250000 Penalty: 4902.336914
	Iteration 15Q: 3 clusters Score -2386592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2386625.750000 Penalty: 4902.336914
	Iteration 16Q: 3 clusters Score -2386626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2386641.750000 Penalty: 4902.336914
	Iteration 17Q: 3 clusters Score -2386642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2386669.500000 Penalty: 4902.336914
	Iteration 18Q: 3 clusters Score -2386670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2386686.500000 Penalty: 4902.336914
	Iteration 19Q: 3 clusters Score -2386686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2386700.250000 Penalty: 4902.336914
	Iteration 20F: 3 clusters Score -2386700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2386705.000000 Penalty: 4902.336914
	Iteration 21Q: 3 clusters Score -2386705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2386712.750000 Penalty: 4902.336914
	Iteration 22Q: 3 clusters Score -2386713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2386723.000000 Penalty: 4902.336914
	Iteration 23Q: 3 clusters Score -2386723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2386730.000000 Penalty: 4902.336914
	Iteration 24Q: 3 clusters Score -2386730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2386732.000000 Penalty: 4902.336914
	Iteration 25Q: 3 clusters Score -2386732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2386737.000000 Penalty: 4902.336914
	Iteration 26Q: 3 clusters Score -2386737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2386745.250000 Penalty: 4902.336914
	Iteration 27Q: 3 clusters Score -2386745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2386740.750000 Penalty: 4902.336914
	Iteration 28Q: 3 clusters Score -2386741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2386742.750000 Penalty: 4902.336914
	Iteration 29Q: 3 clusters Score -2386743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2386742.500000 Penalty: 4902.336914
	Iteration 30Q: 3 clusters Score -2386742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2386747.000000 Penalty: 4902.336914
	Iteration 31Q: 3 clusters Score -2386747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2386753.500000 Penalty: 4902.336914
	Iteration 32Q: 3 clusters Score -2386754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2386756.750000 Penalty: 4902.336914
	Iteration 33Q: 3 clusters Score -2386757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2386759.750000 Penalty: 4902.336914
	Iteration 34Q: 3 clusters Score -2386760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2386760.250000 Penalty: 4902.336914
	Iteration 35Q: 3 clusters Score -2386760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2386759.000000 Penalty: 4902.336914
	Iteration 36Q: 3 clusters Score -2386759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2386755.750000 Penalty: 4902.336914
	Iteration 37Q: 3 clusters Score -2386756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2386760.500000 Penalty: 4902.336914
	Iteration 38Q: 3 clusters Score -2386760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2386759.500000 Penalty: 4902.336914
	Iteration 39Q: 3 clusters Score -2386760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2386760.000000 Penalty: 4902.336914
	Iteration 40F: 3 clusters Score -2386760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2386760.000000 Penalty: 4902.336914
	Iteration 41Q: 3 clusters Score -2386760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2386757.500000 Penalty: 4902.336914
	Iteration 42Q: 3 clusters Score -2386758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2386756.750000 Penalty: 4902.336914
	Iteration 43Q: 3 clusters Score -2386757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2386760.750000 Penalty: 4902.336914
	Iteration 44Q: 3 clusters Score -2386761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2386758.250000 Penalty: 4902.336914
	Iteration 45Q: 3 clusters Score -2386758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2386758.750000 Penalty: 4902.336914
	Iteration 46Q: 3 clusters Score -2386759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2386759.250000 Penalty: 4902.336914
	Iteration 47Q: 3 clusters Score -2386759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2386758.750000 Penalty: 4902.336914
	Iteration 48Q: 3 clusters Score -2386759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2386758.750000 Penalty: 4902.336914
	Iteration 49F: 3 clusters Score -2386759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -421729.625000 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -421729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418140.343750 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -418140.3 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -420570.437500 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -420570.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -422638.843750 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -422638.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -423916.937500 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -423916.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -424739.031250 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -424739 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -425482.468750 Penalty: 4079.184814
	Iteration 5F: 3 clusters Score -425482.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -425841.750000 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -425841.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -425931.375000 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -425931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -425976.375000 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -425976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -426044.437500 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -426044.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -426139.906250 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -426139.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -426263.250000 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -426263.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -426427.562500 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -426427.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -426612.375000 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -426612.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -426863.843750 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -426863.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -427103.562500 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -427103.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -427319.000000 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -427319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -427547.593750 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -427547.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -427744.781250 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -427744.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -427962.125000 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -427962.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -428315.593750 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -428315.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -428806.593750 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -428806.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428947.687500 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -428947.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -428972.437500 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -428972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -428990.062500 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -428990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -429014.250000 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -429014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -429086.187500 Penalty: 4079.184814
	Iteration 26Q: 3 clusters Score -429086.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -429326.281250 Penalty: 4079.184814
	Iteration 27Q: 3 clusters Score -429326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -429454.125000 Penalty: 4079.184814
	Iteration 28Q: 3 clusters Score -429454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -429455.343750 Penalty: 4079.184814
	Iteration 29Q: 3 clusters Score -429455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -429455.343750 Penalty: 4079.184814
	Iteration 30F: 3 clusters Score -429455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 52012 members 
Mstep: Class 21 contains 101773 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 1118 members 
Entering Unmasked Estep 
Score: -181039632.000000 Penalty: 91274.054688
Splitting cluster 14 changes total score from -181022384.000000 to -181039632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (45277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Entering Unmasked Estep 
Score: -6023854.000000 Penalty: 2658.697510
	Iteration 0F: 2 clusters Score -6023854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5993415.000000 Penalty: 5317.395020
	Iteration 0F: 3 clusters Score -5993415 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6004915.500000 Penalty: 5317.395020
	Iteration 1F: 3 clusters Score -6004916 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6005556.500000 Penalty: 5317.395020
	Iteration 2Q: 3 clusters Score -6005556 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6006217.500000 Penalty: 5317.395020
	Iteration 3Q: 3 clusters Score -6006218 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6006824.500000 Penalty: 5317.395020
	Iteration 4Q: 3 clusters Score -6006824 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6007562.000000 Penalty: 5317.395020
	Iteration 5Q: 3 clusters Score -6007562 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6008495.000000 Penalty: 5317.395020
	Iteration 6Q: 3 clusters Score -6008495 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6009665.000000 Penalty: 5317.395020
	Iteration 7Q: 3 clusters Score -6009665 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -6011008.500000 Penalty: 5317.395020
	Iteration 8F: 3 clusters Score -6011008 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6012420.000000 Penalty: 5317.395020
	Iteration 9F: 3 clusters Score -6012420 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -6013800.000000 Penalty: 5317.395020
	Iteration 10Q: 3 clusters Score -6013800 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6015024.500000 Penalty: 5317.395020
	Iteration 11Q: 3 clusters Score -6015024 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6016107.000000 Penalty: 5317.395020
	Iteration 12Q: 3 clusters Score -6016107 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -6017013.000000 Penalty: 5317.395020
	Iteration 13Q: 3 clusters Score -6017013 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6017865.000000 Penalty: 5317.395020
	Iteration 14Q: 3 clusters Score -6017865 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -6018573.500000 Penalty: 5317.395020
	Iteration 15Q: 3 clusters Score -6018574 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6019287.500000 Penalty: 5317.395020
	Iteration 16Q: 3 clusters Score -6019288 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -6019969.500000 Penalty: 5317.395020
	Iteration 17Q: 3 clusters Score -6019970 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6020542.000000 Penalty: 5317.395020
	Iteration 18Q: 3 clusters Score -6020542 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6021012.000000 Penalty: 5317.395020
	Iteration 19Q: 3 clusters Score -6021012 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -6021288.000000 Penalty: 5317.395020
	Iteration 20F: 3 clusters Score -6021288 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -6021442.500000 Penalty: 5317.395020
	Iteration 21Q: 3 clusters Score -6021442 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -6021539.500000 Penalty: 5317.395020
	Iteration 22Q: 3 clusters Score -6021540 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -6021594.000000 Penalty: 5317.395020
	Iteration 23Q: 3 clusters Score -6021594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6021646.000000 Penalty: 5317.395020
	Iteration 24Q: 3 clusters Score -6021646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -6021682.500000 Penalty: 5317.395020
	Iteration 25Q: 3 clusters Score -6021682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -6021704.500000 Penalty: 5317.395020
	Iteration 26Q: 3 clusters Score -6021704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -6021703.000000 Penalty: 5317.395020
	Iteration 27Q: 3 clusters Score -6021703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -6021718.500000 Penalty: 5317.395020
	Iteration 28Q: 3 clusters Score -6021718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -6021735.500000 Penalty: 5317.395020
	Iteration 29Q: 3 clusters Score -6021736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -6021747.000000 Penalty: 5317.395020
	Iteration 30Q: 3 clusters Score -6021747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6021737.000000 Penalty: 5317.395020
	Iteration 31Q: 3 clusters Score -6021737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6021742.000000 Penalty: 5317.395020
	Iteration 32Q: 3 clusters Score -6021742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -6021734.000000 Penalty: 5317.395020
	Iteration 33Q: 3 clusters Score -6021734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6021742.500000 Penalty: 5317.395020
	Iteration 34Q: 3 clusters Score -6021742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -6021733.000000 Penalty: 5317.395020
	Iteration 35Q: 3 clusters Score -6021733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6021737.500000 Penalty: 5317.395020
	Iteration 36Q: 3 clusters Score -6021738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6021744.000000 Penalty: 5317.395020
	Iteration 37Q: 3 clusters Score -6021744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6021741.500000 Penalty: 5317.395020
	Iteration 38Q: 3 clusters Score -6021742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -6021741.500000 Penalty: 5317.395020
	Iteration 39Q: 3 clusters Score -6021742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6021742.500000 Penalty: 5317.395020
	Iteration 40F: 3 clusters Score -6021742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -6021747.000000 Penalty: 5317.395020
	Iteration 41Q: 3 clusters Score -6021747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -6021747.000000 Penalty: 5317.395020
	Iteration 42F: 3 clusters Score -6021747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Entering Unmasked Estep 
Score: -19464154.000000 Penalty: 2950.804443
	Iteration 0F: 2 clusters Score -1.946415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -19368170.000000 Penalty: 5901.608887
	Iteration 0F: 3 clusters Score -1.936817e+07 nChanged 70036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -19409412.000000 Penalty: 5901.608887
	Iteration 1F: 3 clusters Score -1.940941e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -19411228.000000 Penalty: 5901.608887
	Iteration 2Q: 3 clusters Score -1.941123e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -19414012.000000 Penalty: 5901.608887
	Iteration 3Q: 3 clusters Score -1.941401e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -19417664.000000 Penalty: 5901.608887
	Iteration 4F: 3 clusters Score -1.941766e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -19422190.000000 Penalty: 5901.608887
	Iteration 5F: 3 clusters Score -1.942219e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -19426924.000000 Penalty: 5901.608887
	Iteration 6F: 3 clusters Score -1.942692e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -19431786.000000 Penalty: 5901.608887
	Iteration 7F: 3 clusters Score -1.943179e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -19436980.000000 Penalty: 5901.608887
	Iteration 8F: 3 clusters Score -1.943698e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -19442398.000000 Penalty: 5901.608887
	Iteration 9Q: 3 clusters Score -1.94424e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113766 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -19447610.000000 Penalty: 5901.608887
	Iteration 10Q: 3 clusters Score -1.944761e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -19451312.000000 Penalty: 5901.608887
	Iteration 11Q: 3 clusters Score -1.945131e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -19453456.000000 Penalty: 5901.608887
	Iteration 12Q: 3 clusters Score -1.945346e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123214 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -19454828.000000 Penalty: 5901.608887
	Iteration 13Q: 3 clusters Score -1.945483e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125483 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -19456010.000000 Penalty: 5901.608887
	Iteration 14Q: 3 clusters Score -1.945601e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -19456812.000000 Penalty: 5901.608887
	Iteration 15Q: 3 clusters Score -1.945681e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -19457510.000000 Penalty: 5901.608887
	Iteration 16Q: 3 clusters Score -1.945751e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -19458004.000000 Penalty: 5901.608887
	Iteration 17Q: 3 clusters Score -1.9458e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -19458506.000000 Penalty: 5901.608887
	Iteration 18Q: 3 clusters Score -1.945851e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133550 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -19458916.000000 Penalty: 5901.608887
	Iteration 19Q: 3 clusters Score -1.945892e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -19459212.000000 Penalty: 5901.608887
	Iteration 20F: 3 clusters Score -1.945921e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -19459590.000000 Penalty: 5901.608887
	Iteration 21Q: 3 clusters Score -1.945959e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -19459788.000000 Penalty: 5901.608887
	Iteration 22Q: 3 clusters Score -1.945979e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -19460022.000000 Penalty: 5901.608887
	Iteration 23Q: 3 clusters Score -1.946002e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -19460270.000000 Penalty: 5901.608887
	Iteration 24Q: 3 clusters Score -1.946027e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138746 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -19460434.000000 Penalty: 5901.608887
	Iteration 25Q: 3 clusters Score -1.946043e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -19460618.000000 Penalty: 5901.608887
	Iteration 26Q: 3 clusters Score -1.946062e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -19460798.000000 Penalty: 5901.608887
	Iteration 27Q: 3 clusters Score -1.94608e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -19460970.000000 Penalty: 5901.608887
	Iteration 28Q: 3 clusters Score -1.946097e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140812 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -19461120.000000 Penalty: 5901.608887
	Iteration 29Q: 3 clusters Score -1.946112e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141161 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -19461302.000000 Penalty: 5901.608887
	Iteration 30Q: 3 clusters Score -1.94613e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141462 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -19461396.000000 Penalty: 5901.608887
	Iteration 31Q: 3 clusters Score -1.94614e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141721 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -19461516.000000 Penalty: 5901.608887
	Iteration 32Q: 3 clusters Score -1.946152e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -19461600.000000 Penalty: 5901.608887
	Iteration 33Q: 3 clusters Score -1.94616e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142175 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -19461714.000000 Penalty: 5901.608887
	Iteration 34Q: 3 clusters Score -1.946171e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -19461872.000000 Penalty: 5901.608887
	Iteration 35Q: 3 clusters Score -1.946187e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142536 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -19461944.000000 Penalty: 5901.608887
	Iteration 36Q: 3 clusters Score -1.946194e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -19461944.000000 Penalty: 5901.608887
	Iteration 37Q: 3 clusters Score -1.946194e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -19461968.000000 Penalty: 5901.608887
	Iteration 38Q: 3 clusters Score -1.946197e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -19461984.000000 Penalty: 5901.608887
	Iteration 39Q: 3 clusters Score -1.946198e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -19462006.000000 Penalty: 5901.608887
	Iteration 40F: 3 clusters Score -1.946201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -19462034.000000 Penalty: 5901.608887
	Iteration 41Q: 3 clusters Score -1.946203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -19462030.000000 Penalty: 5901.608887
	Iteration 42Q: 3 clusters Score -1.946203e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -19462024.000000 Penalty: 5901.608887
	Iteration 43Q: 3 clusters Score -1.946202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -19462060.000000 Penalty: 5901.608887
	Iteration 44Q: 3 clusters Score -1.946206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -19462044.000000 Penalty: 5901.608887
	Iteration 45Q: 3 clusters Score -1.946204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -19462060.000000 Penalty: 5901.608887
	Iteration 46Q: 3 clusters Score -1.946206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -19462096.000000 Penalty: 5901.608887
	Iteration 47Q: 3 clusters Score -1.94621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -19462062.000000 Penalty: 5901.608887
	Iteration 48Q: 3 clusters Score -1.946206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -19462058.000000 Penalty: 5901.608887
	Iteration 49Q: 3 clusters Score -1.946206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -19462034.000000 Penalty: 5901.608887
	Iteration 50Q: 3 clusters Score -1.946203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143332 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -19462036.000000 Penalty: 5901.608887
	Iteration 51Q: 3 clusters Score -1.946204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -19462042.000000 Penalty: 5901.608887
	Iteration 52Q: 3 clusters Score -1.946204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -19462058.000000 Penalty: 5901.608887
	Iteration 53Q: 3 clusters Score -1.946206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -19462072.000000 Penalty: 5901.608887
	Iteration 54Q: 3 clusters Score -1.946207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -19462070.000000 Penalty: 5901.608887
	Iteration 55Q: 3 clusters Score -1.946207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19462060.000000 Penalty: 5901.608887
	Iteration 56Q: 3 clusters Score -1.946206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -19462050.000000 Penalty: 5901.608887
	Iteration 57Q: 3 clusters Score -1.946205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143486 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -19462066.000000 Penalty: 5901.608887
	Iteration 58Q: 3 clusters Score -1.946207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143500 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -19462050.000000 Penalty: 5901.608887
	Iteration 59Q: 3 clusters Score -1.946205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -19462068.000000 Penalty: 5901.608887
	Iteration 60F: 3 clusters Score -1.946207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -19462070.000000 Penalty: 5901.608887
	Iteration 61Q: 3 clusters Score -1.946207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -19462064.000000 Penalty: 5901.608887
	Iteration 62Q: 3 clusters Score -1.946206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -19462064.000000 Penalty: 5901.608887
	Iteration 63Q: 3 clusters Score -1.946206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -19462044.000000 Penalty: 5901.608887
	Iteration 64Q: 3 clusters Score -1.946204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143578 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19462058.000000 Penalty: 5901.608887
	Iteration 65Q: 3 clusters Score -1.946206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19462068.000000 Penalty: 5901.608887
	Iteration 66Q: 3 clusters Score -1.946207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -19462094.000000 Penalty: 5901.608887
	Iteration 67Q: 3 clusters Score -1.946209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -19462092.000000 Penalty: 5901.608887
	Iteration 68Q: 3 clusters Score -1.946209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -19462100.000000 Penalty: 5901.608887
	Iteration 69Q: 3 clusters Score -1.94621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19462088.000000 Penalty: 5901.608887
	Iteration 70Q: 3 clusters Score -1.946209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143623 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -19462096.000000 Penalty: 5901.608887
	Iteration 71Q: 3 clusters Score -1.94621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19462090.000000 Penalty: 5901.608887
	Iteration 72Q: 3 clusters Score -1.946209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143628 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -19462096.000000 Penalty: 5901.608887
	Iteration 73Q: 3 clusters Score -1.94621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -19462112.000000 Penalty: 5901.608887
	Iteration 74Q: 3 clusters Score -1.946211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143633 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -19462106.000000 Penalty: 5901.608887
	Iteration 75Q: 3 clusters Score -1.946211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -19462098.000000 Penalty: 5901.608887
	Iteration 76Q: 3 clusters Score -1.94621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5901.608887
	Iteration 77Q: 3 clusters Score -1.946212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -19462110.000000 Penalty: 5901.608887
	Iteration 78Q: 3 clusters Score -1.946211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19462120.000000 Penalty: 5901.608887
	Iteration 79Q: 3 clusters Score -1.946212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -19462114.000000 Penalty: 5901.608887
	Iteration 80F: 3 clusters Score -1.946211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19462106.000000 Penalty: 5901.608887
	Iteration 81Q: 3 clusters Score -1.946211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -19462106.000000 Penalty: 5901.608887
	Iteration 82Q: 3 clusters Score -1.946211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -19462104.000000 Penalty: 5901.608887
	Iteration 83Q: 3 clusters Score -1.94621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -19462112.000000 Penalty: 5901.608887
	Iteration 84Q: 3 clusters Score -1.946211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -19462108.000000 Penalty: 5901.608887
	Iteration 85Q: 3 clusters Score -1.946211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -19462108.000000 Penalty: 5901.608887
	Iteration 86F: 3 clusters Score -1.946211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -159449.406250 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -159449.4 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 636 members 
Entering Unmasked Estep 
Score: -157422.312500 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -157422.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -157972.562500 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -157972.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158460.296875 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158460.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159020.984375 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -159021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -159339.859375 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -159339.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -159509.156250 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -159509.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -159620.156250 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -159620.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -159694.453125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -159694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159722.562500 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -159722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -159736.562500 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -159736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -159744.171875 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -159744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -159753.281250 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -159753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -159759.468750 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -159759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -159761.312500 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -159761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -159761.312500 Penalty: 3540.877930
	Iteration 14F: 3 clusters Score -159761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 52012 members 
Mstep: Class 21 contains 101773 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 222 members 
Entering Unmasked Estep 
Score: -181038112.000000 Penalty: 94784.593750
Splitting cluster 18 changes total score from -181022384.000000 to -181038112.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (77849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Entering Unmasked Estep 
Score: -10317992.000000 Penalty: 2793.106689
	Iteration 0F: 2 clusters Score -1.031799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -10265699.000000 Penalty: 5586.213379
	Iteration 0F: 3 clusters Score -1.02657e+07 nChanged 36721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -10287098.000000 Penalty: 5586.213379
	Iteration 1F: 3 clusters Score -1.02871e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -10288271.000000 Penalty: 5586.213379
	Iteration 2Q: 3 clusters Score -1.028827e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -10290024.000000 Penalty: 5586.213379
	Iteration 3F: 3 clusters Score -1.029002e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -10292704.000000 Penalty: 5586.213379
	Iteration 4F: 3 clusters Score -1.02927e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -10296325.000000 Penalty: 5586.213379
	Iteration 5F: 3 clusters Score -1.029632e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -10300766.000000 Penalty: 5586.213379
	Iteration 6F: 3 clusters Score -1.030077e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -10305224.000000 Penalty: 5586.213379
	Iteration 7F: 3 clusters Score -1.030522e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -10308798.000000 Penalty: 5586.213379
	Iteration 8F: 3 clusters Score -1.03088e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -10311342.000000 Penalty: 5586.213379
	Iteration 9Q: 3 clusters Score -1.031134e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -10312947.000000 Penalty: 5586.213379
	Iteration 10Q: 3 clusters Score -1.031295e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -10314023.000000 Penalty: 5586.213379
	Iteration 11Q: 3 clusters Score -1.031402e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -10314669.000000 Penalty: 5586.213379
	Iteration 12Q: 3 clusters Score -1.031467e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -10315060.000000 Penalty: 5586.213379
	Iteration 13Q: 3 clusters Score -1.031506e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -10315229.000000 Penalty: 5586.213379
	Iteration 14Q: 3 clusters Score -1.031523e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -10315318.000000 Penalty: 5586.213379
	Iteration 15Q: 3 clusters Score -1.031532e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -10315416.000000 Penalty: 5586.213379
	Iteration 16Q: 3 clusters Score -1.031542e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -10315485.000000 Penalty: 5586.213379
	Iteration 17Q: 3 clusters Score -1.031548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -10315547.000000 Penalty: 5586.213379
	Iteration 18Q: 3 clusters Score -1.031555e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -10315594.000000 Penalty: 5586.213379
	Iteration 19Q: 3 clusters Score -1.031559e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -10315626.000000 Penalty: 5586.213379
	Iteration 20F: 3 clusters Score -1.031563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -10315641.000000 Penalty: 5586.213379
	Iteration 21Q: 3 clusters Score -1.031564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -10315659.000000 Penalty: 5586.213379
	Iteration 22Q: 3 clusters Score -1.031566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -10315687.000000 Penalty: 5586.213379
	Iteration 23Q: 3 clusters Score -1.031569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -10315680.000000 Penalty: 5586.213379
	Iteration 24Q: 3 clusters Score -1.031568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -10315702.000000 Penalty: 5586.213379
	Iteration 25Q: 3 clusters Score -1.03157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -10315704.000000 Penalty: 5586.213379
	Iteration 26Q: 3 clusters Score -1.03157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -10315713.000000 Penalty: 5586.213379
	Iteration 27Q: 3 clusters Score -1.031571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -10315729.000000 Penalty: 5586.213379
	Iteration 28Q: 3 clusters Score -1.031573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -10315724.000000 Penalty: 5586.213379
	Iteration 29Q: 3 clusters Score -1.031572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -10315740.000000 Penalty: 5586.213379
	Iteration 30Q: 3 clusters Score -1.031574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -10315739.000000 Penalty: 5586.213379
	Iteration 31Q: 3 clusters Score -1.031574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -10315738.000000 Penalty: 5586.213379
	Iteration 32Q: 3 clusters Score -1.031574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -10315743.000000 Penalty: 5586.213379
	Iteration 33Q: 3 clusters Score -1.031574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -10315746.000000 Penalty: 5586.213379
	Iteration 34Q: 3 clusters Score -1.031575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -10315746.000000 Penalty: 5586.213379
	Iteration 35F: 3 clusters Score -1.031575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Entering Unmasked Estep 
Score: -6981721.000000 Penalty: 2693.089111
	Iteration 0F: 2 clusters Score -6981721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -6946747.500000 Penalty: 5386.178223
	Iteration 0F: 3 clusters Score -6946748 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -6961178.000000 Penalty: 5386.178223
	Iteration 1F: 3 clusters Score -6961178 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -6964116.500000 Penalty: 5386.178223
	Iteration 2F: 3 clusters Score -6964116 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6968883.500000 Penalty: 5386.178223
	Iteration 3F: 3 clusters Score -6968884 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -6974397.000000 Penalty: 5386.178223
	Iteration 4F: 3 clusters Score -6974397 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -6978422.000000 Penalty: 5386.178223
	Iteration 5F: 3 clusters Score -6978422 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -6980835.500000 Penalty: 5386.178223
	Iteration 6F: 3 clusters Score -6980836 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -6982312.000000 Penalty: 5386.178223
	Iteration 7Q: 3 clusters Score -6982312 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6983226.500000 Penalty: 5386.178223
	Iteration 8Q: 3 clusters Score -6983226 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -6983652.500000 Penalty: 5386.178223
	Iteration 9Q: 3 clusters Score -6983652 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6983884.000000 Penalty: 5386.178223
	Iteration 10Q: 3 clusters Score -6983884 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6983953.500000 Penalty: 5386.178223
	Iteration 11Q: 3 clusters Score -6983954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -6984012.500000 Penalty: 5386.178223
	Iteration 12Q: 3 clusters Score -6984012 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -6984049.500000 Penalty: 5386.178223
	Iteration 13Q: 3 clusters Score -6984050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6984055.500000 Penalty: 5386.178223
	Iteration 14Q: 3 clusters Score -6984056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6984058.500000 Penalty: 5386.178223
	Iteration 15Q: 3 clusters Score -6984058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6984066.500000 Penalty: 5386.178223
	Iteration 16Q: 3 clusters Score -6984066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6984072.000000 Penalty: 5386.178223
	Iteration 17Q: 3 clusters Score -6984072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -6984063.500000 Penalty: 5386.178223
	Iteration 18Q: 3 clusters Score -6984064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6984071.500000 Penalty: 5386.178223
	Iteration 19Q: 3 clusters Score -6984072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -6984075.000000 Penalty: 5386.178223
	Iteration 20F: 3 clusters Score -6984075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6984089.500000 Penalty: 5386.178223
	Iteration 21Q: 3 clusters Score -6984090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6984090.000000 Penalty: 5386.178223
	Iteration 22Q: 3 clusters Score -6984090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -6984088.000000 Penalty: 5386.178223
	Iteration 23Q: 3 clusters Score -6984088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6984081.000000 Penalty: 5386.178223
	Iteration 24Q: 3 clusters Score -6984081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6984087.500000 Penalty: 5386.178223
	Iteration 25Q: 3 clusters Score -6984088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6984081.500000 Penalty: 5386.178223
	Iteration 26Q: 3 clusters Score -6984082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6984085.000000 Penalty: 5386.178223
	Iteration 27Q: 3 clusters Score -6984085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -6984080.500000 Penalty: 5386.178223
	Iteration 28Q: 3 clusters Score -6984080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -6984086.000000 Penalty: 5386.178223
	Iteration 29Q: 3 clusters Score -6984086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -6984077.000000 Penalty: 5386.178223
	Iteration 30Q: 3 clusters Score -6984077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6984074.000000 Penalty: 5386.178223
	Iteration 31Q: 3 clusters Score -6984074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -6984077.000000 Penalty: 5386.178223
	Iteration 32Q: 3 clusters Score -6984077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -6984077.000000 Penalty: 5386.178223
	Iteration 33F: 3 clusters Score -6984077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 101773 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48641 members 
Entering Unmasked Estep 
Score: -181040720.000000 Penalty: 98295.132812
Splitting cluster 20 changes total score from -181022384.000000 to -181040720.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (101773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Entering Unmasked Estep 
Score: -12561111.000000 Penalty: 2859.564209
	Iteration 0F: 2 clusters Score -1.256111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -12492856.000000 Penalty: 5719.128418
	Iteration 0F: 3 clusters Score -1.249286e+07 nChanged 48214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -12520094.000000 Penalty: 5719.128418
	Iteration 1F: 3 clusters Score -1.252009e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -12521404.000000 Penalty: 5719.128418
	Iteration 2Q: 3 clusters Score -1.25214e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -12522982.000000 Penalty: 5719.128418
	Iteration 3Q: 3 clusters Score -1.252298e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -12524999.000000 Penalty: 5719.128418
	Iteration 4Q: 3 clusters Score -1.2525e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -12527707.000000 Penalty: 5719.128418
	Iteration 5F: 3 clusters Score -1.252771e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -12531179.000000 Penalty: 5719.128418
	Iteration 6F: 3 clusters Score -1.253118e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -12535528.000000 Penalty: 5719.128418
	Iteration 7F: 3 clusters Score -1.253553e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -12539843.000000 Penalty: 5719.128418
	Iteration 8F: 3 clusters Score -1.253984e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -12543591.000000 Penalty: 5719.128418
	Iteration 9F: 3 clusters Score -1.254359e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -12546704.000000 Penalty: 5719.128418
	Iteration 10F: 3 clusters Score -1.25467e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -12549287.000000 Penalty: 5719.128418
	Iteration 11Q: 3 clusters Score -1.254929e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -12551757.000000 Penalty: 5719.128418
	Iteration 12Q: 3 clusters Score -1.255176e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -12553886.000000 Penalty: 5719.128418
	Iteration 13Q: 3 clusters Score -1.255389e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -12555984.000000 Penalty: 5719.128418
	Iteration 14Q: 3 clusters Score -1.255598e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -12558032.000000 Penalty: 5719.128418
	Iteration 15Q: 3 clusters Score -1.255803e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -12559883.000000 Penalty: 5719.128418
	Iteration 16Q: 3 clusters Score -1.255988e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -12561362.000000 Penalty: 5719.128418
	Iteration 17Q: 3 clusters Score -1.256136e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -12562477.000000 Penalty: 5719.128418
	Iteration 18Q: 3 clusters Score -1.256248e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -12563195.000000 Penalty: 5719.128418
	Iteration 19Q: 3 clusters Score -1.25632e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -12563748.000000 Penalty: 5719.128418
	Iteration 20F: 3 clusters Score -1.256375e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -12564021.000000 Penalty: 5719.128418
	Iteration 21Q: 3 clusters Score -1.256402e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -12564290.000000 Penalty: 5719.128418
	Iteration 22Q: 3 clusters Score -1.256429e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -12564583.000000 Penalty: 5719.128418
	Iteration 23Q: 3 clusters Score -1.256458e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -12564948.000000 Penalty: 5719.128418
	Iteration 24Q: 3 clusters Score -1.256495e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -12565299.000000 Penalty: 5719.128418
	Iteration 25Q: 3 clusters Score -1.25653e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -12565383.000000 Penalty: 5719.128418
	Iteration 26Q: 3 clusters Score -1.256538e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -12565417.000000 Penalty: 5719.128418
	Iteration 27Q: 3 clusters Score -1.256542e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -12565439.000000 Penalty: 5719.128418
	Iteration 28Q: 3 clusters Score -1.256544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -12565451.000000 Penalty: 5719.128418
	Iteration 29Q: 3 clusters Score -1.256545e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -12565441.000000 Penalty: 5719.128418
	Iteration 30Q: 3 clusters Score -1.256544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -12565443.000000 Penalty: 5719.128418
	Iteration 31Q: 3 clusters Score -1.256544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -12565456.000000 Penalty: 5719.128418
	Iteration 32Q: 3 clusters Score -1.256546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -12565446.000000 Penalty: 5719.128418
	Iteration 33Q: 3 clusters Score -1.256545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -12565449.000000 Penalty: 5719.128418
	Iteration 34Q: 3 clusters Score -1.256545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -12565447.000000 Penalty: 5719.128418
	Iteration 35Q: 3 clusters Score -1.256545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -12565448.000000 Penalty: 5719.128418
	Iteration 36Q: 3 clusters Score -1.256545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -12565448.000000 Penalty: 5719.128418
	Iteration 37Q: 3 clusters Score -1.256545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -12565442.000000 Penalty: 5719.128418
	Iteration 38Q: 3 clusters Score -1.256544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -12565445.000000 Penalty: 5719.128418
	Iteration 39Q: 3 clusters Score -1.256544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -12565448.000000 Penalty: 5719.128418
	Iteration 40F: 3 clusters Score -1.256545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -12565456.000000 Penalty: 5719.128418
	Iteration 41Q: 3 clusters Score -1.256546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -12565451.000000 Penalty: 5719.128418
	Iteration 42Q: 3 clusters Score -1.256545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -12565464.000000 Penalty: 5719.128418
	Iteration 43Q: 3 clusters Score -1.256546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -12565461.000000 Penalty: 5719.128418
	Iteration 44Q: 3 clusters Score -1.256546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -12565453.000000 Penalty: 5719.128418
	Iteration 45Q: 3 clusters Score -1.256545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -12565447.000000 Penalty: 5719.128418
	Iteration 46Q: 3 clusters Score -1.256545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -12565455.000000 Penalty: 5719.128418
	Iteration 47Q: 3 clusters Score -1.256546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -12565455.000000 Penalty: 5719.128418
	Iteration 48Q: 3 clusters Score -1.256546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -12565456.000000 Penalty: 5719.128418
	Iteration 49Q: 3 clusters Score -1.256546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -12565456.000000 Penalty: 5719.128418
	Iteration 50F: 3 clusters Score -1.256546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 3735 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 33114 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48641 members 
Mstep: Class 29 contains 98038 members 
Entering Unmasked Estep 
Score: -181045584.000000 Penalty: 101805.671875
Splitting cluster 21 changes total score from -181022384.000000 to -181045584.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (15470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Entering Unmasked Estep 
Score: -1990521.625000 Penalty: 2392.371094
	Iteration 0F: 2 clusters Score -1990522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1979419.625000 Penalty: 4784.742188
	Iteration 0F: 3 clusters Score -1979420 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1983506.000000 Penalty: 4784.742188
	Iteration 1F: 3 clusters Score -1983506 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1984687.125000 Penalty: 4784.742188
	Iteration 2F: 3 clusters Score -1984687 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1986107.375000 Penalty: 4784.742188
	Iteration 3F: 3 clusters Score -1986107 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1987400.250000 Penalty: 4784.742188
	Iteration 4F: 3 clusters Score -1987400 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1988227.875000 Penalty: 4784.742188
	Iteration 5F: 3 clusters Score -1988228 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1988718.875000 Penalty: 4784.742188
	Iteration 6Q: 3 clusters Score -1988719 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1989000.125000 Penalty: 4784.742188
	Iteration 7Q: 3 clusters Score -1989000 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1989166.875000 Penalty: 4784.742188
	Iteration 8Q: 3 clusters Score -1989167 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1989279.750000 Penalty: 4784.742188
	Iteration 9Q: 3 clusters Score -1989280 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1989360.125000 Penalty: 4784.742188
	Iteration 10Q: 3 clusters Score -1989360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1989428.250000 Penalty: 4784.742188
	Iteration 11Q: 3 clusters Score -1989428 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1989477.500000 Penalty: 4784.742188
	Iteration 12Q: 3 clusters Score -1989478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1989516.625000 Penalty: 4784.742188
	Iteration 13Q: 3 clusters Score -1989517 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1989549.750000 Penalty: 4784.742188
	Iteration 14Q: 3 clusters Score -1989550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1989582.000000 Penalty: 4784.742188
	Iteration 15Q: 3 clusters Score -1989582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1989617.250000 Penalty: 4784.742188
	Iteration 16Q: 3 clusters Score -1989617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1989639.750000 Penalty: 4784.742188
	Iteration 17Q: 3 clusters Score -1989640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1989664.125000 Penalty: 4784.742188
	Iteration 18Q: 3 clusters Score -1989664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1989674.750000 Penalty: 4784.742188
	Iteration 19Q: 3 clusters Score -1989675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1989690.000000 Penalty: 4784.742188
	Iteration 20F: 3 clusters Score -1989690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1989698.625000 Penalty: 4784.742188
	Iteration 21Q: 3 clusters Score -1989699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1989709.875000 Penalty: 4784.742188
	Iteration 22Q: 3 clusters Score -1989710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1989717.625000 Penalty: 4784.742188
	Iteration 23Q: 3 clusters Score -1989718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1989725.875000 Penalty: 4784.742188
	Iteration 24Q: 3 clusters Score -1989726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1989736.375000 Penalty: 4784.742188
	Iteration 25Q: 3 clusters Score -1989736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1989746.375000 Penalty: 4784.742188
	Iteration 26Q: 3 clusters Score -1989746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1989755.375000 Penalty: 4784.742188
	Iteration 27Q: 3 clusters Score -1989755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1989764.125000 Penalty: 4784.742188
	Iteration 28Q: 3 clusters Score -1989764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1989765.750000 Penalty: 4784.742188
	Iteration 29Q: 3 clusters Score -1989766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1989768.750000 Penalty: 4784.742188
	Iteration 30Q: 3 clusters Score -1989769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1989777.750000 Penalty: 4784.742188
	Iteration 31Q: 3 clusters Score -1989778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1989775.625000 Penalty: 4784.742188
	Iteration 32Q: 3 clusters Score -1989776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1989775.375000 Penalty: 4784.742188
	Iteration 33Q: 3 clusters Score -1989775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1989783.750000 Penalty: 4784.742188
	Iteration 34Q: 3 clusters Score -1989784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1989787.500000 Penalty: 4784.742188
	Iteration 35Q: 3 clusters Score -1989788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1989790.750000 Penalty: 4784.742188
	Iteration 36Q: 3 clusters Score -1989791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1989793.375000 Penalty: 4784.742188
	Iteration 37Q: 3 clusters Score -1989793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1989796.375000 Penalty: 4784.742188
	Iteration 38Q: 3 clusters Score -1989796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1989795.750000 Penalty: 4784.742188
	Iteration 39Q: 3 clusters Score -1989796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1989796.750000 Penalty: 4784.742188
	Iteration 40F: 3 clusters Score -1989797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1989797.000000 Penalty: 4784.742188
	Iteration 41Q: 3 clusters Score -1989797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1989795.500000 Penalty: 4784.742188
	Iteration 42Q: 3 clusters Score -1989796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1989797.625000 Penalty: 4784.742188
	Iteration 43Q: 3 clusters Score -1989798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1989798.250000 Penalty: 4784.742188
	Iteration 44Q: 3 clusters Score -1989798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1989797.750000 Penalty: 4784.742188
	Iteration 45Q: 3 clusters Score -1989798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1989796.875000 Penalty: 4784.742188
	Iteration 46Q: 3 clusters Score -1989797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1989797.875000 Penalty: 4784.742188
	Iteration 47Q: 3 clusters Score -1989798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1989797.875000 Penalty: 4784.742188
	Iteration 48F: 3 clusters Score -1989798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (33114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Entering Unmasked Estep 
Score: -4291268.000000 Penalty: 2581.112305
	Iteration 0F: 2 clusters Score -4291268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4268769.000000 Penalty: 5162.224609
	Iteration 0F: 3 clusters Score -4268769 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4277005.500000 Penalty: 5162.224609
	Iteration 1F: 3 clusters Score -4277006 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4277716.500000 Penalty: 5162.224609
	Iteration 2Q: 3 clusters Score -4277716 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4278838.500000 Penalty: 5162.224609
	Iteration 3F: 3 clusters Score -4278838 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4280787.500000 Penalty: 5162.224609
	Iteration 4F: 3 clusters Score -4280788 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4283663.000000 Penalty: 5162.224609
	Iteration 5F: 3 clusters Score -4283663 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4286541.500000 Penalty: 5162.224609
	Iteration 6F: 3 clusters Score -4286542 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4288708.500000 Penalty: 5162.224609
	Iteration 7F: 3 clusters Score -4288708 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4289976.000000 Penalty: 5162.224609
	Iteration 8F: 3 clusters Score -4289976 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4290660.000000 Penalty: 5162.224609
	Iteration 9Q: 3 clusters Score -4290660 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4291058.500000 Penalty: 5162.224609
	Iteration 10Q: 3 clusters Score -4291058 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4291285.000000 Penalty: 5162.224609
	Iteration 11Q: 3 clusters Score -4291285 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -4291435.500000 Penalty: 5162.224609
	Iteration 12Q: 3 clusters Score -4291436 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4291540.500000 Penalty: 5162.224609
	Iteration 13Q: 3 clusters Score -4291540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4291631.500000 Penalty: 5162.224609
	Iteration 14Q: 3 clusters Score -4291632 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4291700.000000 Penalty: 5162.224609
	Iteration 15Q: 3 clusters Score -4291700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4291744.500000 Penalty: 5162.224609
	Iteration 16Q: 3 clusters Score -4291744 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4291788.000000 Penalty: 5162.224609
	Iteration 17Q: 3 clusters Score -4291788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4291826.000000 Penalty: 5162.224609
	Iteration 18Q: 3 clusters Score -4291826 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4291855.000000 Penalty: 5162.224609
	Iteration 19Q: 3 clusters Score -4291855 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4291885.500000 Penalty: 5162.224609
	Iteration 20F: 3 clusters Score -4291886 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4291913.500000 Penalty: 5162.224609
	Iteration 21Q: 3 clusters Score -4291914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4291927.500000 Penalty: 5162.224609
	Iteration 22Q: 3 clusters Score -4291928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4291956.500000 Penalty: 5162.224609
	Iteration 23Q: 3 clusters Score -4291956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4291966.000000 Penalty: 5162.224609
	Iteration 24Q: 3 clusters Score -4291966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4291980.000000 Penalty: 5162.224609
	Iteration 25Q: 3 clusters Score -4291980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4291996.000000 Penalty: 5162.224609
	Iteration 26Q: 3 clusters Score -4291996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4292005.000000 Penalty: 5162.224609
	Iteration 27Q: 3 clusters Score -4292005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4292015.500000 Penalty: 5162.224609
	Iteration 28Q: 3 clusters Score -4292016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4292013.000000 Penalty: 5162.224609
	Iteration 29Q: 3 clusters Score -4292013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4292014.500000 Penalty: 5162.224609
	Iteration 30Q: 3 clusters Score -4292014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4292015.000000 Penalty: 5162.224609
	Iteration 31Q: 3 clusters Score -4292015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4292026.500000 Penalty: 5162.224609
	Iteration 32Q: 3 clusters Score -4292026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4292035.000000 Penalty: 5162.224609
	Iteration 33Q: 3 clusters Score -4292035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4292038.000000 Penalty: 5162.224609
	Iteration 34Q: 3 clusters Score -4292038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4292052.000000 Penalty: 5162.224609
	Iteration 35Q: 3 clusters Score -4292052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4292045.500000 Penalty: 5162.224609
	Iteration 36Q: 3 clusters Score -4292046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4292051.000000 Penalty: 5162.224609
	Iteration 37Q: 3 clusters Score -4292051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4292063.500000 Penalty: 5162.224609
	Iteration 38Q: 3 clusters Score -4292064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4292073.500000 Penalty: 5162.224609
	Iteration 39Q: 3 clusters Score -4292074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4292070.500000 Penalty: 5162.224609
	Iteration 40F: 3 clusters Score -4292070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4292071.000000 Penalty: 5162.224609
	Iteration 41Q: 3 clusters Score -4292071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4292071.500000 Penalty: 5162.224609
	Iteration 42Q: 3 clusters Score -4292072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4292082.000000 Penalty: 5162.224609
	Iteration 43Q: 3 clusters Score -4292082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4292076.500000 Penalty: 5162.224609
	Iteration 44Q: 3 clusters Score -4292076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4292082.000000 Penalty: 5162.224609
	Iteration 45Q: 3 clusters Score -4292082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4292092.500000 Penalty: 5162.224609
	Iteration 46Q: 3 clusters Score -4292092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4292090.000000 Penalty: 5162.224609
	Iteration 47Q: 3 clusters Score -4292090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4292090.500000 Penalty: 5162.224609
	Iteration 48Q: 3 clusters Score -4292090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4292101.500000 Penalty: 5162.224609
	Iteration 49Q: 3 clusters Score -4292102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4292098.500000 Penalty: 5162.224609
	Iteration 50Q: 3 clusters Score -4292098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4292099.500000 Penalty: 5162.224609
	Iteration 51Q: 3 clusters Score -4292100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4292098.500000 Penalty: 5162.224609
	Iteration 52Q: 3 clusters Score -4292098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4292096.500000 Penalty: 5162.224609
	Iteration 53Q: 3 clusters Score -4292096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4292105.500000 Penalty: 5162.224609
	Iteration 54Q: 3 clusters Score -4292106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4292109.000000 Penalty: 5162.224609
	Iteration 55Q: 3 clusters Score -4292109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4292116.500000 Penalty: 5162.224609
	Iteration 56Q: 3 clusters Score -4292116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4292114.000000 Penalty: 5162.224609
	Iteration 57Q: 3 clusters Score -4292114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4292116.000000 Penalty: 5162.224609
	Iteration 58Q: 3 clusters Score -4292116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4292121.000000 Penalty: 5162.224609
	Iteration 59Q: 3 clusters Score -4292121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4292120.000000 Penalty: 5162.224609
	Iteration 60F: 3 clusters Score -4292120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4292118.500000 Penalty: 5162.224609
	Iteration 61Q: 3 clusters Score -4292118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4292121.000000 Penalty: 5162.224609
	Iteration 62Q: 3 clusters Score -4292121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4292119.500000 Penalty: 5162.224609
	Iteration 63Q: 3 clusters Score -4292120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4292116.000000 Penalty: 5162.224609
	Iteration 64Q: 3 clusters Score -4292116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4292115.000000 Penalty: 5162.224609
	Iteration 65Q: 3 clusters Score -4292115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4292120.000000 Penalty: 5162.224609
	Iteration 66Q: 3 clusters Score -4292120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4292115.000000 Penalty: 5162.224609
	Iteration 67Q: 3 clusters Score -4292115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4292110.500000 Penalty: 5162.224609
	Iteration 68Q: 3 clusters Score -4292110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4292110.500000 Penalty: 5162.224609
	Iteration 69F: 3 clusters Score -4292110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 3735 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 30248 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48641 members 
Mstep: Class 29 contains 98038 members 
Mstep: Class 30 contains 2866 members 
Entering Unmasked Estep 
Score: -181044240.000000 Penalty: 105316.210938
Splitting cluster 23 changes total score from -181022384.000000 to -181044240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -1057020.125000 Penalty: 2231.568604
	Iteration 0F: 2 clusters Score -1057020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1050609.625000 Penalty: 4463.137207
	Iteration 0F: 3 clusters Score -1050610 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1052410.750000 Penalty: 4463.137207
	Iteration 1F: 3 clusters Score -1052411 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1052811.875000 Penalty: 4463.137207
	Iteration 2F: 3 clusters Score -1052812 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1053377.500000 Penalty: 4463.137207
	Iteration 3F: 3 clusters Score -1053378 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1054297.875000 Penalty: 4463.137207
	Iteration 4F: 3 clusters Score -1054298 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1055492.000000 Penalty: 4463.137207
	Iteration 5F: 3 clusters Score -1055492 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1056432.500000 Penalty: 4463.137207
	Iteration 6F: 3 clusters Score -1056432 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1056814.625000 Penalty: 4463.137207
	Iteration 7F: 3 clusters Score -1056815 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1056929.250000 Penalty: 4463.137207
	Iteration 8Q: 3 clusters Score -1056929 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1056962.125000 Penalty: 4463.137207
	Iteration 9Q: 3 clusters Score -1056962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1056981.625000 Penalty: 4463.137207
	Iteration 10Q: 3 clusters Score -1056982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1056988.125000 Penalty: 4463.137207
	Iteration 11Q: 3 clusters Score -1056988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1056991.250000 Penalty: 4463.137207
	Iteration 12Q: 3 clusters Score -1056991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1056994.250000 Penalty: 4463.137207
	Iteration 13Q: 3 clusters Score -1056994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1056996.250000 Penalty: 4463.137207
	Iteration 14Q: 3 clusters Score -1056996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1056998.750000 Penalty: 4463.137207
	Iteration 15Q: 3 clusters Score -1056999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1056997.375000 Penalty: 4463.137207
	Iteration 16Q: 3 clusters Score -1056997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1056997.000000 Penalty: 4463.137207
	Iteration 17Q: 3 clusters Score -1056997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1056999.250000 Penalty: 4463.137207
	Iteration 18Q: 3 clusters Score -1056999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1056999.250000 Penalty: 4463.137207
	Iteration 19F: 3 clusters Score -1056999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 130542 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 25573 members 
Mstep: Class 7 contains 160887 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 18275 members 
Mstep: Class 11 contains 230041 members 
Mstep: Class 12 contains 234418 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 147032 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 3735 members 
Mstep: Class 22 contains 15470 members 
Mstep: Class 23 contains 30248 members 
Mstep: Class 24 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181050368.000000 Penalty: 105316.210938
Iteration 39Q: 31 clusters Score -1.810504e+08 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 130513 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 23247 members 
Mstep: Class 6 contains 25604 members 
Mstep: Class 7 contains 160695 members 
Mstep: Class 8 contains 17204 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 18345 members 
Mstep: Class 11 contains 230941 members 
Mstep: Class 12 contains 233824 members 
Mstep: Class 13 contains 19697 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 15943 members 
Mstep: Class 16 contains 45613 members 
Mstep: Class 17 contains 147630 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 77632 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 3862 members 
Mstep: Class 22 contains 15439 members 
Mstep: Class 23 contains 30896 members 
Mstep: Class 24 contains 8068 members 
Mstep: Class 25 contains 3609 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47690 members 
Mstep: Class 29 contains 95668 members 
Mstep: Class 30 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181053184.000000 Penalty: 105316.210938
Iteration 40F: 31 clusters Score -1.810532e+08 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14950 members 
Mstep: Class 3 contains 130465 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 23208 members 
Mstep: Class 6 contains 25605 members 
Mstep: Class 7 contains 159876 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 12809 members 
Mstep: Class 10 contains 17972 members 
Mstep: Class 11 contains 230463 members 
Mstep: Class 12 contains 233522 members 
Mstep: Class 13 contains 19710 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 15802 members 
Mstep: Class 16 contains 45718 members 
Mstep: Class 17 contains 146953 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 77155 members 
Mstep: Class 20 contains 4001 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 15397 members 
Mstep: Class 23 contains 31127 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47902 members 
Mstep: Class 29 contains 97397 members 
Mstep: Class 30 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181056192.000000 Penalty: 105316.210938
Iteration 41Q: 31 clusters Score -1.810562e+08 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15106 members 
Mstep: Class 3 contains 130390 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 5 contains 23185 members 
Mstep: Class 6 contains 25608 members 
Mstep: Class 7 contains 159137 members 
Mstep: Class 8 contains 17025 members 
Mstep: Class 9 contains 12812 members 
Mstep: Class 10 contains 17602 members 
Mstep: Class 11 contains 230013 members 
Mstep: Class 12 contains 233587 members 
Mstep: Class 13 contains 19757 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 15664 members 
Mstep: Class 16 contains 45878 members 
Mstep: Class 17 contains 146366 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 76702 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 15359 members 
Mstep: Class 23 contains 31296 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47932 members 
Mstep: Class 29 contains 98759 members 
Mstep: Class 30 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181058224.000000 Penalty: 105316.210938
Iteration 42Q: 31 clusters Score -1.810582e+08 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15207 members 
Mstep: Class 3 contains 130329 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 23168 members 
Mstep: Class 6 contains 25606 members 
Mstep: Class 7 contains 158481 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 229632 members 
Mstep: Class 12 contains 233819 members 
Mstep: Class 13 contains 19810 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 46055 members 
Mstep: Class 17 contains 145831 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 76287 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 4132 members 
Mstep: Class 22 contains 15301 members 
Mstep: Class 23 contains 31393 members 
Mstep: Class 24 contains 8069 members 
Mstep: Class 25 contains 4497 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47943 members 
Mstep: Class 29 contains 99951 members 
Mstep: Class 30 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181059088.000000 Penalty: 105316.210938
Iteration 43Q: 31 clusters Score -1.810591e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15283 members 
Mstep: Class 3 contains 130273 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 25595 members 
Mstep: Class 7 contains 157878 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 10 contains 17011 members 
Mstep: Class 11 contains 229297 members 
Mstep: Class 12 contains 234149 members 
Mstep: Class 13 contains 19876 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 46218 members 
Mstep: Class 17 contains 145241 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 75927 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 4227 members 
Mstep: Class 22 contains 15268 members 
Mstep: Class 23 contains 31451 members 
Mstep: Class 24 contains 8074 members 
Mstep: Class 25 contains 4650 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47947 members 
Mstep: Class 29 contains 101115 members 
Mstep: Class 30 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181060240.000000 Penalty: 105316.210938
Iteration 44Q: 31 clusters Score -1.810602e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15314 members 
Mstep: Class 3 contains 130226 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 23132 members 
Mstep: Class 6 contains 25594 members 
Mstep: Class 7 contains 157319 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 12833 members 
Mstep: Class 10 contains 16745 members 
Mstep: Class 11 contains 229059 members 
Mstep: Class 12 contains 234495 members 
Mstep: Class 13 contains 19925 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 46380 members 
Mstep: Class 17 contains 144751 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 75611 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 4305 members 
Mstep: Class 22 contains 15246 members 
Mstep: Class 23 contains 31434 members 
Mstep: Class 24 contains 8076 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47928 members 
Mstep: Class 29 contains 102149 members 
Mstep: Class 30 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181061216.000000 Penalty: 105316.210938
Iteration 45Q: 31 clusters Score -1.810612e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15338 members 
Mstep: Class 3 contains 130178 members 
Mstep: Class 4 contains 10351 members 
Mstep: Class 5 contains 23120 members 
Mstep: Class 6 contains 25587 members 
Mstep: Class 7 contains 156807 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 9 contains 12842 members 
Mstep: Class 10 contains 16471 members 
Mstep: Class 11 contains 228816 members 
Mstep: Class 12 contains 234855 members 
Mstep: Class 13 contains 19979 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 15270 members 
Mstep: Class 16 contains 46541 members 
Mstep: Class 17 contains 144291 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 75314 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 4387 members 
Mstep: Class 22 contains 15221 members 
Mstep: Class 23 contains 31409 members 
Mstep: Class 24 contains 8083 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47937 members 
Mstep: Class 29 contains 103121 members 
Mstep: Class 30 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181062208.000000 Penalty: 105316.210938
Iteration 46Q: 31 clusters Score -1.810622e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15356 members 
Mstep: Class 3 contains 130125 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 25588 members 
Mstep: Class 7 contains 156344 members 
Mstep: Class 8 contains 16752 members 
Mstep: Class 9 contains 12849 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 228597 members 
Mstep: Class 12 contains 235209 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 46703 members 
Mstep: Class 17 contains 143901 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 75034 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 15195 members 
Mstep: Class 23 contains 31369 members 
Mstep: Class 24 contains 8091 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47916 members 
Mstep: Class 29 contains 103985 members 
Mstep: Class 30 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181062928.000000 Penalty: 105316.210938
Iteration 47Q: 31 clusters Score -1.810629e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 15381 members 
Mstep: Class 3 contains 130094 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 25599 members 
Mstep: Class 7 contains 155940 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 11 contains 228416 members 
Mstep: Class 12 contains 235480 members 
Mstep: Class 13 contains 20036 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 46867 members 
Mstep: Class 17 contains 143556 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 74776 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 15174 members 
Mstep: Class 23 contains 31343 members 
Mstep: Class 24 contains 8103 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47895 members 
Mstep: Class 29 contains 104724 members 
Mstep: Class 30 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181063408.000000 Penalty: 105316.210938
Iteration 48Q: 31 clusters Score -1.810634e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 130057 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 25602 members 
Mstep: Class 7 contains 155589 members 
Mstep: Class 8 contains 16632 members 
Mstep: Class 9 contains 12869 members 
Mstep: Class 10 contains 15833 members 
Mstep: Class 11 contains 228246 members 
Mstep: Class 12 contains 235698 members 
Mstep: Class 13 contains 20052 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 15093 members 
Mstep: Class 16 contains 47027 members 
Mstep: Class 17 contains 143233 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 74553 members 
Mstep: Class 20 contains 4696 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 15155 members 
Mstep: Class 23 contains 31297 members 
Mstep: Class 24 contains 8111 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47910 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181063408.000000 Penalty: 105316.210938
Iteration 49Q: 31 clusters Score -1.810634e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 130026 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 25610 members 
Mstep: Class 7 contains 155298 members 
Mstep: Class 8 contains 16590 members 
Mstep: Class 9 contains 12886 members 
Mstep: Class 10 contains 15659 members 
Mstep: Class 11 contains 228087 members 
Mstep: Class 12 contains 235926 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 47170 members 
Mstep: Class 17 contains 142906 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 74356 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 15139 members 
Mstep: Class 23 contains 31250 members 
Mstep: Class 24 contains 8120 members 
Mstep: Class 25 contains 5240 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47896 members 
Mstep: Class 29 contains 106036 members 
Mstep: Class 30 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064080.000000 Penalty: 105316.210938
Iteration 50Q: 31 clusters Score -1.810641e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 129979 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 23102 members 
Mstep: Class 6 contains 25614 members 
Mstep: Class 7 contains 155029 members 
Mstep: Class 8 contains 16553 members 
Mstep: Class 9 contains 12900 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 11 contains 227918 members 
Mstep: Class 12 contains 236117 members 
Mstep: Class 13 contains 20115 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 15001 members 
Mstep: Class 16 contains 47316 members 
Mstep: Class 17 contains 142647 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 74174 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 31218 members 
Mstep: Class 24 contains 8131 members 
Mstep: Class 25 contains 5285 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47889 members 
Mstep: Class 29 contains 106595 members 
Mstep: Class 30 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181064880.000000 Penalty: 105316.210938
Iteration 51Q: 31 clusters Score -1.810649e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 129940 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 25615 members 
Mstep: Class 7 contains 154808 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 9 contains 12909 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 227772 members 
Mstep: Class 12 contains 236285 members 
Mstep: Class 13 contains 20147 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 14982 members 
Mstep: Class 16 contains 47440 members 
Mstep: Class 17 contains 142417 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 4737 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 15094 members 
Mstep: Class 23 contains 31180 members 
Mstep: Class 24 contains 8137 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47899 members 
Mstep: Class 29 contains 107034 members 
Mstep: Class 30 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065312.000000 Penalty: 105316.210938
Iteration 52Q: 31 clusters Score -1.810653e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 129904 members 
Mstep: Class 4 contains 10553 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 25615 members 
Mstep: Class 7 contains 154616 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 12925 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 227619 members 
Mstep: Class 12 contains 236444 members 
Mstep: Class 13 contains 20168 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 47558 members 
Mstep: Class 17 contains 142181 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73871 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 15083 members 
Mstep: Class 23 contains 31138 members 
Mstep: Class 24 contains 8139 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47906 members 
Mstep: Class 29 contains 107500 members 
Mstep: Class 30 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065424.000000 Penalty: 105316.210938
Iteration 53Q: 31 clusters Score -1.810654e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 129870 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 23118 members 
Mstep: Class 6 contains 25599 members 
Mstep: Class 7 contains 154431 members 
Mstep: Class 8 contains 16433 members 
Mstep: Class 9 contains 12934 members 
Mstep: Class 10 contains 15222 members 
Mstep: Class 11 contains 227479 members 
Mstep: Class 12 contains 236588 members 
Mstep: Class 13 contains 20196 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 14916 members 
Mstep: Class 16 contains 47665 members 
Mstep: Class 17 contains 141991 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73735 members 
Mstep: Class 20 contains 4750 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 15079 members 
Mstep: Class 23 contains 31099 members 
Mstep: Class 24 contains 8141 members 
Mstep: Class 25 contains 5410 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47911 members 
Mstep: Class 29 contains 107932 members 
Mstep: Class 30 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065520.000000 Penalty: 105316.210938
Iteration 54Q: 31 clusters Score -1.810655e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 129849 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 25602 members 
Mstep: Class 7 contains 154260 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 12934 members 
Mstep: Class 10 contains 15139 members 
Mstep: Class 11 contains 227335 members 
Mstep: Class 12 contains 236671 members 
Mstep: Class 13 contains 20210 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 14888 members 
Mstep: Class 16 contains 47759 members 
Mstep: Class 17 contains 141820 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73640 members 
Mstep: Class 20 contains 4753 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 15073 members 
Mstep: Class 23 contains 31077 members 
Mstep: Class 24 contains 8143 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47923 members 
Mstep: Class 29 contains 108358 members 
Mstep: Class 30 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065872.000000 Penalty: 105316.210938
Iteration 55Q: 31 clusters Score -1.810659e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 129834 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 25605 members 
Mstep: Class 7 contains 154142 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 15047 members 
Mstep: Class 11 contains 227200 members 
Mstep: Class 12 contains 236767 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 14868 members 
Mstep: Class 16 contains 47871 members 
Mstep: Class 17 contains 141700 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 15064 members 
Mstep: Class 23 contains 31079 members 
Mstep: Class 24 contains 8146 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47930 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181065776.000000 Penalty: 105316.210938
Iteration 56Q: 31 clusters Score -1.810658e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 129835 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 23132 members 
Mstep: Class 6 contains 25606 members 
Mstep: Class 7 contains 154037 members 
Mstep: Class 8 contains 16254 members 
Mstep: Class 9 contains 12936 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 227037 members 
Mstep: Class 12 contains 236867 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 14865 members 
Mstep: Class 16 contains 47981 members 
Mstep: Class 17 contains 141587 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73397 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 4740 members 
Mstep: Class 22 contains 15050 members 
Mstep: Class 23 contains 31075 members 
Mstep: Class 24 contains 8150 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47943 members 
Mstep: Class 29 contains 109064 members 
Mstep: Class 30 contains 5503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181066256.000000 Penalty: 105316.210938
Iteration 57Q: 31 clusters Score -1.810663e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15519 members 
Mstep: Class 3 contains 129822 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 23139 members 
Mstep: Class 6 contains 25603 members 
Mstep: Class 7 contains 153921 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 12939 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 226900 members 
Mstep: Class 12 contains 236986 members 
Mstep: Class 13 contains 20234 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 14867 members 
Mstep: Class 16 contains 48054 members 
Mstep: Class 17 contains 141469 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73307 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 15037 members 
Mstep: Class 23 contains 31058 members 
Mstep: Class 24 contains 8156 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47948 members 
Mstep: Class 29 contains 109413 members 
Mstep: Class 30 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181066608.000000 Penalty: 105316.210938
Iteration 58Q: 31 clusters Score -1.810666e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 129811 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 5 contains 23141 members 
Mstep: Class 6 contains 25604 members 
Mstep: Class 7 contains 153838 members 
Mstep: Class 8 contains 16137 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 14784 members 
Mstep: Class 11 contains 226740 members 
Mstep: Class 12 contains 237096 members 
Mstep: Class 13 contains 20239 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 14871 members 
Mstep: Class 16 contains 48124 members 
Mstep: Class 17 contains 141330 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73224 members 
Mstep: Class 20 contains 4766 members 
Mstep: Class 21 contains 4750 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 31048 members 
Mstep: Class 24 contains 8163 members 
Mstep: Class 25 contains 5516 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47951 members 
Mstep: Class 29 contains 109769 members 
Mstep: Class 30 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067072.000000 Penalty: 105316.210938
Iteration 59Q: 31 clusters Score -1.810671e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 129802 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 23153 members 
Mstep: Class 6 contains 25608 members 
Mstep: Class 7 contains 153767 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 12953 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 226559 members 
Mstep: Class 12 contains 237207 members 
Mstep: Class 13 contains 20246 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 14867 members 
Mstep: Class 16 contains 48199 members 
Mstep: Class 17 contains 141220 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73143 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 15015 members 
Mstep: Class 23 contains 31050 members 
Mstep: Class 24 contains 8172 members 
Mstep: Class 25 contains 5521 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47951 members 
Mstep: Class 29 contains 110086 members 
Mstep: Class 30 contains 5599 members 
Entering Unmasked Estep 
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Score: -181067008.000000 Penalty: 105316.210938
Iteration 60F: 31 clusters Score -1.81067e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 129800 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 23166 members 
Mstep: Class 6 contains 25600 members 
Mstep: Class 7 contains 153680 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 12963 members 
Mstep: Class 10 contains 14659 members 
Mstep: Class 11 contains 226438 members 
Mstep: Class 12 contains 237289 members 
Mstep: Class 13 contains 20239 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 14848 members 
Mstep: Class 16 contains 48279 members 
Mstep: Class 17 contains 141145 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73086 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 22 contains 15006 members 
Mstep: Class 23 contains 31047 members 
Mstep: Class 24 contains 8179 members 
Mstep: Class 25 contains 5534 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 110345 members 
Mstep: Class 30 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067232.000000 Penalty: 105316.210938
Iteration 61Q: 31 clusters Score -1.810672e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15549 members 
Mstep: Class 3 contains 129795 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 23168 members 
Mstep: Class 6 contains 25590 members 
Mstep: Class 7 contains 153637 members 
Mstep: Class 8 contains 15938 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 11 contains 226283 members 
Mstep: Class 12 contains 237372 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 48339 members 
Mstep: Class 17 contains 141069 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73039 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 14998 members 
Mstep: Class 23 contains 31043 members 
Mstep: Class 24 contains 8179 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47966 members 
Mstep: Class 29 contains 110603 members 
Mstep: Class 30 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067328.000000 Penalty: 105316.210938
Iteration 62Q: 31 clusters Score -1.810673e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15567 members 
Mstep: Class 3 contains 129785 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 23181 members 
Mstep: Class 6 contains 25592 members 
Mstep: Class 7 contains 153651 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 226106 members 
Mstep: Class 12 contains 237449 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 48383 members 
Mstep: Class 17 contains 140983 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 73001 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 14985 members 
Mstep: Class 23 contains 31049 members 
Mstep: Class 24 contains 8178 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47971 members 
Mstep: Class 29 contains 110834 members 
Mstep: Class 30 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181067792.000000 Penalty: 105316.210938
Iteration 63Q: 31 clusters Score -1.810678e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 3 contains 129776 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 23182 members 
Mstep: Class 6 contains 25586 members 
Mstep: Class 7 contains 153653 members 
Mstep: Class 8 contains 15822 members 
Mstep: Class 9 contains 12987 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 225911 members 
Mstep: Class 12 contains 237555 members 
Mstep: Class 13 contains 20232 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 14797 members 
Mstep: Class 16 contains 48431 members 
Mstep: Class 17 contains 140916 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72969 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 14977 members 
Mstep: Class 23 contains 31047 members 
Mstep: Class 24 contains 8180 members 
Mstep: Class 25 contains 5585 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47969 members 
Mstep: Class 29 contains 111057 members 
Mstep: Class 30 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068160.000000 Penalty: 105316.210938
Iteration 64Q: 31 clusters Score -1.810682e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15591 members 
Mstep: Class 3 contains 129761 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 23195 members 
Mstep: Class 6 contains 25577 members 
Mstep: Class 7 contains 153641 members 
Mstep: Class 8 contains 15756 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 225727 members 
Mstep: Class 12 contains 237668 members 
Mstep: Class 13 contains 20233 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 48463 members 
Mstep: Class 17 contains 140859 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72940 members 
Mstep: Class 20 contains 4794 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 14968 members 
Mstep: Class 23 contains 31046 members 
Mstep: Class 24 contains 8180 members 
Mstep: Class 25 contains 5591 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47972 members 
Mstep: Class 29 contains 111279 members 
Mstep: Class 30 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068672.000000 Penalty: 105316.210938
Iteration 65Q: 31 clusters Score -1.810687e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 129747 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 23211 members 
Mstep: Class 6 contains 25564 members 
Mstep: Class 7 contains 153654 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 14404 members 
Mstep: Class 11 contains 225541 members 
Mstep: Class 12 contains 237754 members 
Mstep: Class 13 contains 20231 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 48498 members 
Mstep: Class 17 contains 140786 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72918 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 14956 members 
Mstep: Class 23 contains 31037 members 
Mstep: Class 24 contains 8183 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47981 members 
Mstep: Class 29 contains 111485 members 
Mstep: Class 30 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181068768.000000 Penalty: 105316.210938
Iteration 66Q: 31 clusters Score -1.810688e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15623 members 
Mstep: Class 3 contains 129731 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 25548 members 
Mstep: Class 7 contains 153677 members 
Mstep: Class 8 contains 15630 members 
Mstep: Class 9 contains 13001 members 
Mstep: Class 10 contains 14379 members 
Mstep: Class 11 contains 225377 members 
Mstep: Class 12 contains 237811 members 
Mstep: Class 13 contains 20236 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 48529 members 
Mstep: Class 17 contains 140711 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72893 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 14947 members 
Mstep: Class 23 contains 31039 members 
Mstep: Class 24 contains 8181 members 
Mstep: Class 25 contains 5603 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47999 members 
Mstep: Class 29 contains 111675 members 
Mstep: Class 30 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069056.000000 Penalty: 105316.210938
Iteration 67Q: 31 clusters Score -1.810691e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 129706 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 23248 members 
Mstep: Class 6 contains 25537 members 
Mstep: Class 7 contains 153683 members 
Mstep: Class 8 contains 15570 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 14346 members 
Mstep: Class 11 contains 225203 members 
Mstep: Class 12 contains 237875 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 48569 members 
Mstep: Class 17 contains 140646 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72855 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 14939 members 
Mstep: Class 23 contains 31048 members 
Mstep: Class 24 contains 8179 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48005 members 
Mstep: Class 29 contains 111881 members 
Mstep: Class 30 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069200.000000 Penalty: 105316.210938
Iteration 68Q: 31 clusters Score -1.810692e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15650 members 
Mstep: Class 3 contains 129686 members 
Mstep: Class 4 contains 10634 members 
Mstep: Class 5 contains 23262 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 153706 members 
Mstep: Class 8 contains 15488 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 225029 members 
Mstep: Class 12 contains 237971 members 
Mstep: Class 13 contains 20244 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 48606 members 
Mstep: Class 17 contains 140585 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72825 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 4866 members 
Mstep: Class 22 contains 14931 members 
Mstep: Class 23 contains 31049 members 
Mstep: Class 24 contains 8178 members 
Mstep: Class 25 contains 5617 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48005 members 
Mstep: Class 29 contains 112066 members 
Mstep: Class 30 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069408.000000 Penalty: 105316.210938
Iteration 69Q: 31 clusters Score -1.810694e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15658 members 
Mstep: Class 3 contains 129670 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 5 contains 23281 members 
Mstep: Class 6 contains 25520 members 
Mstep: Class 7 contains 153733 members 
Mstep: Class 8 contains 15367 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 14315 members 
Mstep: Class 11 contains 224842 members 
Mstep: Class 12 contains 238048 members 
Mstep: Class 13 contains 20251 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 48645 members 
Mstep: Class 17 contains 140562 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72796 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 4871 members 
Mstep: Class 22 contains 14926 members 
Mstep: Class 23 contains 31052 members 
Mstep: Class 24 contains 8176 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48007 members 
Mstep: Class 29 contains 112276 members 
Mstep: Class 30 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069328.000000 Penalty: 105316.210938
Iteration 70Q: 31 clusters Score -1.810693e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 129640 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 23292 members 
Mstep: Class 6 contains 25509 members 
Mstep: Class 7 contains 153736 members 
Mstep: Class 8 contains 15265 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 14307 members 
Mstep: Class 11 contains 224689 members 
Mstep: Class 12 contains 238149 members 
Mstep: Class 13 contains 20266 members 
Mstep: Class 14 contains 2565 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 48681 members 
Mstep: Class 17 contains 140541 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72774 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 14917 members 
Mstep: Class 23 contains 31052 members 
Mstep: Class 24 contains 8175 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48009 members 
Mstep: Class 29 contains 112435 members 
Mstep: Class 30 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069424.000000 Penalty: 105316.210938
Iteration 71Q: 31 clusters Score -1.810694e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15679 members 
Mstep: Class 3 contains 129607 members 
Mstep: Class 4 contains 10619 members 
Mstep: Class 5 contains 23310 members 
Mstep: Class 6 contains 25503 members 
Mstep: Class 7 contains 153718 members 
Mstep: Class 8 contains 15159 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 224547 members 
Mstep: Class 12 contains 238243 members 
Mstep: Class 13 contains 20287 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 14754 members 
Mstep: Class 16 contains 48702 members 
Mstep: Class 17 contains 140528 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72749 members 
Mstep: Class 20 contains 4808 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 31066 members 
Mstep: Class 24 contains 8176 members 
Mstep: Class 25 contains 5625 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48026 members 
Mstep: Class 29 contains 112583 members 
Mstep: Class 30 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069632.000000 Penalty: 105316.210938
Iteration 72Q: 31 clusters Score -1.810696e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 129586 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 23318 members 
Mstep: Class 6 contains 25495 members 
Mstep: Class 7 contains 153682 members 
Mstep: Class 8 contains 15060 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 14273 members 
Mstep: Class 11 contains 224429 members 
Mstep: Class 12 contains 238327 members 
Mstep: Class 13 contains 20296 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 14754 members 
Mstep: Class 16 contains 48734 members 
Mstep: Class 17 contains 140518 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72732 members 
Mstep: Class 20 contains 4808 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 14896 members 
Mstep: Class 23 contains 31071 members 
Mstep: Class 24 contains 8171 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48047 members 
Mstep: Class 29 contains 112728 members 
Mstep: Class 30 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069456.000000 Penalty: 105316.210938
Iteration 73Q: 31 clusters Score -1.810695e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 129572 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 23331 members 
Mstep: Class 6 contains 25488 members 
Mstep: Class 7 contains 153657 members 
Mstep: Class 8 contains 14960 members 
Mstep: Class 9 contains 13026 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 11 contains 224296 members 
Mstep: Class 12 contains 238409 members 
Mstep: Class 13 contains 20308 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 48768 members 
Mstep: Class 17 contains 140530 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72711 members 
Mstep: Class 20 contains 4808 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 14889 members 
Mstep: Class 23 contains 31090 members 
Mstep: Class 24 contains 8171 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48064 members 
Mstep: Class 29 contains 112861 members 
Mstep: Class 30 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069360.000000 Penalty: 105316.210938
Iteration 74Q: 31 clusters Score -1.810694e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15710 members 
Mstep: Class 3 contains 129561 members 
Mstep: Class 4 contains 10616 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 25488 members 
Mstep: Class 7 contains 153652 members 
Mstep: Class 8 contains 14873 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 14224 members 
Mstep: Class 11 contains 224137 members 
Mstep: Class 12 contains 238464 members 
Mstep: Class 13 contains 20314 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 48787 members 
Mstep: Class 17 contains 140559 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72708 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 14882 members 
Mstep: Class 23 contains 31120 members 
Mstep: Class 24 contains 8170 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48076 members 
Mstep: Class 29 contains 112964 members 
Mstep: Class 30 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069792.000000 Penalty: 105316.210938
Iteration 75Q: 31 clusters Score -1.810698e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15720 members 
Mstep: Class 3 contains 129540 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 23366 members 
Mstep: Class 6 contains 25482 members 
Mstep: Class 7 contains 153647 members 
Mstep: Class 8 contains 14765 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 14206 members 
Mstep: Class 11 contains 223993 members 
Mstep: Class 12 contains 238555 members 
Mstep: Class 13 contains 20326 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 14753 members 
Mstep: Class 16 contains 48806 members 
Mstep: Class 17 contains 140595 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72705 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 14874 members 
Mstep: Class 23 contains 31140 members 
Mstep: Class 24 contains 8169 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48097 members 
Mstep: Class 29 contains 113036 members 
Mstep: Class 30 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069584.000000 Penalty: 105316.210938
Iteration 76Q: 31 clusters Score -1.810696e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15724 members 
Mstep: Class 3 contains 129521 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 5 contains 23384 members 
Mstep: Class 6 contains 25485 members 
Mstep: Class 7 contains 153681 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 13029 members 
Mstep: Class 10 contains 14195 members 
Mstep: Class 11 contains 223820 members 
Mstep: Class 12 contains 238663 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 14756 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 140626 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72692 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 14864 members 
Mstep: Class 23 contains 31152 members 
Mstep: Class 24 contains 8169 members 
Mstep: Class 25 contains 5635 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48107 members 
Mstep: Class 29 contains 113107 members 
Mstep: Class 30 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069504.000000 Penalty: 105316.210938
Iteration 77Q: 31 clusters Score -1.810695e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15736 members 
Mstep: Class 3 contains 129498 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 25490 members 
Mstep: Class 7 contains 153725 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 14172 members 
Mstep: Class 11 contains 223652 members 
Mstep: Class 12 contains 238735 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 48838 members 
Mstep: Class 17 contains 140666 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72682 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 14853 members 
Mstep: Class 23 contains 31171 members 
Mstep: Class 24 contains 8168 members 
Mstep: Class 25 contains 5636 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48111 members 
Mstep: Class 29 contains 113220 members 
Mstep: Class 30 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181069792.000000 Penalty: 105316.210938
Iteration 78Q: 31 clusters Score -1.810698e+08 nChanged 1320
Entering ConstructFrom: 
Score: -181069792.000000 Penalty: 105316.210938
Entering ConstructFrom: 
Trying to split cluster 1 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -398610.218750 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -398610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -395244.343750 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -395244.3 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -395898.187500 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -395898.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -396060.468750 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -396060.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -396135.468750 Penalty: 3998.966797
	Iteration 3Q: 3 clusters Score -396135.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -396176.906250 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -396176.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -396210.156250 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -396210.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -396229.906250 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -396229.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -396243.843750 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -396243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -396252.750000 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -396252.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396259.187500 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -396259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -396263.625000 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -396263.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -396267.687500 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -396267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396271.906250 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -396271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -396273.500000 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -396273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -396273.500000 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -396273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396274.812500 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -396274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -396276.312500 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -396276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -396277.781250 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -396277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -396278.687500 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -396278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -396278.468750 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -396278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -396279.000000 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -396279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Entering Unmasked Estep 
Score: -2051119.875000 Penalty: 2396.851074
	Iteration 0F: 2 clusters Score -2051120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2039754.000000 Penalty: 4793.702148
	Iteration 0F: 3 clusters Score -2039754 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2043491.750000 Penalty: 4793.702148
	Iteration 1F: 3 clusters Score -2043492 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2044026.375000 Penalty: 4793.702148
	Iteration 2F: 3 clusters Score -2044026 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2044727.500000 Penalty: 4793.702148
	Iteration 3F: 3 clusters Score -2044728 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2045758.125000 Penalty: 4793.702148
	Iteration 4F: 3 clusters Score -2045758 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2047143.000000 Penalty: 4793.702148
	Iteration 5F: 3 clusters Score -2047143 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2048289.875000 Penalty: 4793.702148
	Iteration 6F: 3 clusters Score -2048290 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2048929.250000 Penalty: 4793.702148
	Iteration 7F: 3 clusters Score -2048929 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2049256.625000 Penalty: 4793.702148
	Iteration 8Q: 3 clusters Score -2049257 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2049423.250000 Penalty: 4793.702148
	Iteration 9Q: 3 clusters Score -2049423 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2049522.375000 Penalty: 4793.702148
	Iteration 10Q: 3 clusters Score -2049522 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2049586.000000 Penalty: 4793.702148
	Iteration 11Q: 3 clusters Score -2049586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2049620.625000 Penalty: 4793.702148
	Iteration 12Q: 3 clusters Score -2049621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2049657.375000 Penalty: 4793.702148
	Iteration 13Q: 3 clusters Score -2049657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2049684.500000 Penalty: 4793.702148
	Iteration 14Q: 3 clusters Score -2049684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2049711.125000 Penalty: 4793.702148
	Iteration 15Q: 3 clusters Score -2049711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2049741.500000 Penalty: 4793.702148
	Iteration 16Q: 3 clusters Score -2049742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2049766.500000 Penalty: 4793.702148
	Iteration 17Q: 3 clusters Score -2049766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2049793.875000 Penalty: 4793.702148
	Iteration 18Q: 3 clusters Score -2049794 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2049818.125000 Penalty: 4793.702148
	Iteration 19Q: 3 clusters Score -2049818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2049836.000000 Penalty: 4793.702148
	Iteration 20F: 3 clusters Score -2049836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2049859.625000 Penalty: 4793.702148
	Iteration 21Q: 3 clusters Score -2049860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2049889.000000 Penalty: 4793.702148
	Iteration 22Q: 3 clusters Score -2049889 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2049912.750000 Penalty: 4793.702148
	Iteration 23Q: 3 clusters Score -2049913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2049928.000000 Penalty: 4793.702148
	Iteration 24Q: 3 clusters Score -2049928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2049945.500000 Penalty: 4793.702148
	Iteration 25Q: 3 clusters Score -2049946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2049969.375000 Penalty: 4793.702148
	Iteration 26Q: 3 clusters Score -2049969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2049988.625000 Penalty: 4793.702148
	Iteration 27Q: 3 clusters Score -2049989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2050009.000000 Penalty: 4793.702148
	Iteration 28Q: 3 clusters Score -2050009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2050017.250000 Penalty: 4793.702148
	Iteration 29Q: 3 clusters Score -2050017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2050026.875000 Penalty: 4793.702148
	Iteration 30Q: 3 clusters Score -2050027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2050030.000000 Penalty: 4793.702148
	Iteration 31Q: 3 clusters Score -2050030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2050036.000000 Penalty: 4793.702148
	Iteration 32Q: 3 clusters Score -2050036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2050045.250000 Penalty: 4793.702148
	Iteration 33Q: 3 clusters Score -2050045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2050049.625000 Penalty: 4793.702148
	Iteration 34Q: 3 clusters Score -2050050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2050061.375000 Penalty: 4793.702148
	Iteration 35Q: 3 clusters Score -2050061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2050072.375000 Penalty: 4793.702148
	Iteration 36Q: 3 clusters Score -2050072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2050077.000000 Penalty: 4793.702148
	Iteration 37Q: 3 clusters Score -2050077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2050082.875000 Penalty: 4793.702148
	Iteration 38Q: 3 clusters Score -2050083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2050086.750000 Penalty: 4793.702148
	Iteration 39Q: 3 clusters Score -2050087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2050095.875000 Penalty: 4793.702148
	Iteration 40F: 3 clusters Score -2050096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2050098.875000 Penalty: 4793.702148
	Iteration 41Q: 3 clusters Score -2050099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2050104.875000 Penalty: 4793.702148
	Iteration 42Q: 3 clusters Score -2050105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2050117.375000 Penalty: 4793.702148
	Iteration 43Q: 3 clusters Score -2050117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2050118.375000 Penalty: 4793.702148
	Iteration 44Q: 3 clusters Score -2050118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2050125.625000 Penalty: 4793.702148
	Iteration 45Q: 3 clusters Score -2050126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2050127.125000 Penalty: 4793.702148
	Iteration 46Q: 3 clusters Score -2050127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2050135.250000 Penalty: 4793.702148
	Iteration 47Q: 3 clusters Score -2050135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2050135.625000 Penalty: 4793.702148
	Iteration 48Q: 3 clusters Score -2050136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2050140.500000 Penalty: 4793.702148
	Iteration 49Q: 3 clusters Score -2050140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2050148.875000 Penalty: 4793.702148
	Iteration 50Q: 3 clusters Score -2050149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2050152.625000 Penalty: 4793.702148
	Iteration 51Q: 3 clusters Score -2050153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2050156.750000 Penalty: 4793.702148
	Iteration 52Q: 3 clusters Score -2050157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2050158.125000 Penalty: 4793.702148
	Iteration 53Q: 3 clusters Score -2050158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2050163.875000 Penalty: 4793.702148
	Iteration 54Q: 3 clusters Score -2050164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2050168.625000 Penalty: 4793.702148
	Iteration 55Q: 3 clusters Score -2050169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2050163.000000 Penalty: 4793.702148
	Iteration 56Q: 3 clusters Score -2050163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2050167.250000 Penalty: 4793.702148
	Iteration 57Q: 3 clusters Score -2050167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2050169.000000 Penalty: 4793.702148
	Iteration 58Q: 3 clusters Score -2050169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2050174.250000 Penalty: 4793.702148
	Iteration 59Q: 3 clusters Score -2050174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2050181.250000 Penalty: 4793.702148
	Iteration 60F: 3 clusters Score -2050181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2050182.125000 Penalty: 4793.702148
	Iteration 61Q: 3 clusters Score -2050182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2050183.375000 Penalty: 4793.702148
	Iteration 62Q: 3 clusters Score -2050183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2050183.750000 Penalty: 4793.702148
	Iteration 63Q: 3 clusters Score -2050184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2050182.750000 Penalty: 4793.702148
	Iteration 64Q: 3 clusters Score -2050183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2050182.750000 Penalty: 4793.702148
	Iteration 65Q: 3 clusters Score -2050183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2050184.750000 Penalty: 4793.702148
	Iteration 66Q: 3 clusters Score -2050185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2050182.000000 Penalty: 4793.702148
	Iteration 67Q: 3 clusters Score -2050182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2050183.250000 Penalty: 4793.702148
	Iteration 68Q: 3 clusters Score -2050183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2050191.125000 Penalty: 4793.702148
	Iteration 69Q: 3 clusters Score -2050191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2050192.375000 Penalty: 4793.702148
	Iteration 70Q: 3 clusters Score -2050192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2050192.750000 Penalty: 4793.702148
	Iteration 71Q: 3 clusters Score -2050193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2050192.250000 Penalty: 4793.702148
	Iteration 72Q: 3 clusters Score -2050192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2050193.875000 Penalty: 4793.702148
	Iteration 73Q: 3 clusters Score -2050194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2050193.875000 Penalty: 4793.702148
	Iteration 74Q: 3 clusters Score -2050194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2050193.875000 Penalty: 4793.702148
	Iteration 75F: 3 clusters Score -2050194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (129459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Entering Unmasked Estep 
Score: -17008812.000000 Penalty: 2919.237549
	Iteration 0F: 2 clusters Score -1.700881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -16922794.000000 Penalty: 5838.475098
	Iteration 0F: 3 clusters Score -1.692279e+07 nChanged 61403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -16958088.000000 Penalty: 5838.475098
	Iteration 1F: 3 clusters Score -1.695809e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -16958860.000000 Penalty: 5838.475098
	Iteration 2Q: 3 clusters Score -1.695886e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -16959630.000000 Penalty: 5838.475098
	Iteration 3Q: 3 clusters Score -1.695963e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -16960386.000000 Penalty: 5838.475098
	Iteration 4Q: 3 clusters Score -1.696039e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -16961582.000000 Penalty: 5838.475098
	Iteration 5Q: 3 clusters Score -1.696158e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -16963496.000000 Penalty: 5838.475098
	Iteration 6Q: 3 clusters Score -1.69635e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -16967102.000000 Penalty: 5838.475098
	Iteration 7F: 3 clusters Score -1.69671e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -16973062.000000 Penalty: 5838.475098
	Iteration 8F: 3 clusters Score -1.697306e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -16981654.000000 Penalty: 5838.475098
	Iteration 9F: 3 clusters Score -1.698165e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -16991102.000000 Penalty: 5838.475098
	Iteration 10F: 3 clusters Score -1.69911e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 121363 members 
Entering Unmasked Estep 
Score: -16998448.000000 Penalty: 5838.475098
	Iteration 11F: 3 clusters Score -1.699845e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -17002898.000000 Penalty: 5838.475098
	Iteration 12Q: 3 clusters Score -1.70029e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -17004968.000000 Penalty: 5838.475098
	Iteration 13Q: 3 clusters Score -1.700497e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -17005686.000000 Penalty: 5838.475098
	Iteration 14Q: 3 clusters Score -1.700569e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -17005930.000000 Penalty: 5838.475098
	Iteration 15Q: 3 clusters Score -1.700593e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -17006018.000000 Penalty: 5838.475098
	Iteration 16Q: 3 clusters Score -1.700602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -17006072.000000 Penalty: 5838.475098
	Iteration 17Q: 3 clusters Score -1.700607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -17006120.000000 Penalty: 5838.475098
	Iteration 18Q: 3 clusters Score -1.700612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -17006144.000000 Penalty: 5838.475098
	Iteration 19Q: 3 clusters Score -1.700614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129200 members 
Entering Unmasked Estep 
Score: -17006150.000000 Penalty: 5838.475098
	Iteration 20F: 3 clusters Score -1.700615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -17006150.000000 Penalty: 5838.475098
	Iteration 21Q: 3 clusters Score -1.700615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129200 members 
Entering Unmasked Estep 
Score: -17006152.000000 Penalty: 5838.475098
	Iteration 22Q: 3 clusters Score -1.700615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -17006164.000000 Penalty: 5838.475098
	Iteration 23Q: 3 clusters Score -1.700616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -17006162.000000 Penalty: 5838.475098
	Iteration 24Q: 3 clusters Score -1.700616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -17006162.000000 Penalty: 5838.475098
	Iteration 25Q: 3 clusters Score -1.700616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -17006164.000000 Penalty: 5838.475098
	Iteration 26Q: 3 clusters Score -1.700616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -17006164.000000 Penalty: 5838.475098
	Iteration 27F: 3 clusters Score -1.700616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Entering Unmasked Estep 
Score: -1404331.875000 Penalty: 2299.525879
	Iteration 0F: 2 clusters Score -1404332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1396211.875000 Penalty: 4599.051758
	Iteration 0F: 3 clusters Score -1396212 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1398641.875000 Penalty: 4599.051758
	Iteration 1F: 3 clusters Score -1398642 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1398934.750000 Penalty: 4599.051758
	Iteration 2F: 3 clusters Score -1398935 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1399139.250000 Penalty: 4599.051758
	Iteration 3Q: 3 clusters Score -1399139 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1399315.125000 Penalty: 4599.051758
	Iteration 4Q: 3 clusters Score -1399315 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1399504.750000 Penalty: 4599.051758
	Iteration 5Q: 3 clusters Score -1399505 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1399787.625000 Penalty: 4599.051758
	Iteration 6Q: 3 clusters Score -1399788 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1400208.750000 Penalty: 4599.051758
	Iteration 7F: 3 clusters Score -1400209 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1400780.250000 Penalty: 4599.051758
	Iteration 8F: 3 clusters Score -1400780 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1401460.500000 Penalty: 4599.051758
	Iteration 9F: 3 clusters Score -1401460 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1401997.625000 Penalty: 4599.051758
	Iteration 10F: 3 clusters Score -1401998 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1402346.375000 Penalty: 4599.051758
	Iteration 11F: 3 clusters Score -1402346 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1402559.375000 Penalty: 4599.051758
	Iteration 12Q: 3 clusters Score -1402559 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1402681.250000 Penalty: 4599.051758
	Iteration 13Q: 3 clusters Score -1402681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1402734.250000 Penalty: 4599.051758
	Iteration 14Q: 3 clusters Score -1402734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1402769.500000 Penalty: 4599.051758
	Iteration 15Q: 3 clusters Score -1402770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1402782.500000 Penalty: 4599.051758
	Iteration 16Q: 3 clusters Score -1402782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1402796.500000 Penalty: 4599.051758
	Iteration 17Q: 3 clusters Score -1402796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1402805.750000 Penalty: 4599.051758
	Iteration 18Q: 3 clusters Score -1402806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1402813.250000 Penalty: 4599.051758
	Iteration 19Q: 3 clusters Score -1402813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1402816.500000 Penalty: 4599.051758
	Iteration 20F: 3 clusters Score -1402816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1402821.750000 Penalty: 4599.051758
	Iteration 21Q: 3 clusters Score -1402822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1402824.125000 Penalty: 4599.051758
	Iteration 22Q: 3 clusters Score -1402824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1402825.125000 Penalty: 4599.051758
	Iteration 23Q: 3 clusters Score -1402825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1402825.000000 Penalty: 4599.051758
	Iteration 24Q: 3 clusters Score -1402825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1402830.500000 Penalty: 4599.051758
	Iteration 25Q: 3 clusters Score -1402830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1402829.375000 Penalty: 4599.051758
	Iteration 26Q: 3 clusters Score -1402829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1402830.375000 Penalty: 4599.051758
	Iteration 27Q: 3 clusters Score -1402830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1402831.375000 Penalty: 4599.051758
	Iteration 28Q: 3 clusters Score -1402831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1402831.250000 Penalty: 4599.051758
	Iteration 29Q: 3 clusters Score -1402831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1402833.250000 Penalty: 4599.051758
	Iteration 30Q: 3 clusters Score -1402833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1402836.750000 Penalty: 4599.051758
	Iteration 31Q: 3 clusters Score -1402837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1402835.000000 Penalty: 4599.051758
	Iteration 32Q: 3 clusters Score -1402835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1402837.625000 Penalty: 4599.051758
	Iteration 33Q: 3 clusters Score -1402838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1402837.875000 Penalty: 4599.051758
	Iteration 34Q: 3 clusters Score -1402838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1402840.250000 Penalty: 4599.051758
	Iteration 35Q: 3 clusters Score -1402840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1402840.375000 Penalty: 4599.051758
	Iteration 36Q: 3 clusters Score -1402840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1402839.375000 Penalty: 4599.051758
	Iteration 37Q: 3 clusters Score -1402839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1402839.250000 Penalty: 4599.051758
	Iteration 38Q: 3 clusters Score -1402839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1402840.625000 Penalty: 4599.051758
	Iteration 39Q: 3 clusters Score -1402841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1402840.625000 Penalty: 4599.051758
	Iteration 40F: 3 clusters Score -1402841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Entering Unmasked Estep 
Score: -3050560.250000 Penalty: 2495.171143
	Iteration 0F: 2 clusters Score -3050560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3034279.000000 Penalty: 4990.342285
	Iteration 0F: 3 clusters Score -3034279 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3039633.250000 Penalty: 4990.342285
	Iteration 1F: 3 clusters Score -3039633 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3040092.000000 Penalty: 4990.342285
	Iteration 2F: 3 clusters Score -3040092 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3040495.250000 Penalty: 4990.342285
	Iteration 3Q: 3 clusters Score -3040495 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3040941.250000 Penalty: 4990.342285
	Iteration 4Q: 3 clusters Score -3040941 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3041469.000000 Penalty: 4990.342285
	Iteration 5Q: 3 clusters Score -3041469 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3042232.250000 Penalty: 4990.342285
	Iteration 6F: 3 clusters Score -3042232 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3043330.250000 Penalty: 4990.342285
	Iteration 7F: 3 clusters Score -3043330 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3044646.000000 Penalty: 4990.342285
	Iteration 8F: 3 clusters Score -3044646 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3046108.250000 Penalty: 4990.342285
	Iteration 9F: 3 clusters Score -3046108 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3047353.000000 Penalty: 4990.342285
	Iteration 10F: 3 clusters Score -3047353 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3048201.750000 Penalty: 4990.342285
	Iteration 11Q: 3 clusters Score -3048202 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3048696.250000 Penalty: 4990.342285
	Iteration 12Q: 3 clusters Score -3048696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3048974.000000 Penalty: 4990.342285
	Iteration 13Q: 3 clusters Score -3048974 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3049093.000000 Penalty: 4990.342285
	Iteration 14Q: 3 clusters Score -3049093 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3049177.250000 Penalty: 4990.342285
	Iteration 15Q: 3 clusters Score -3049177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3049230.500000 Penalty: 4990.342285
	Iteration 16Q: 3 clusters Score -3049230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3049261.750000 Penalty: 4990.342285
	Iteration 17Q: 3 clusters Score -3049262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3049305.250000 Penalty: 4990.342285
	Iteration 18Q: 3 clusters Score -3049305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3049322.500000 Penalty: 4990.342285
	Iteration 19Q: 3 clusters Score -3049322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3049346.000000 Penalty: 4990.342285
	Iteration 20F: 3 clusters Score -3049346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3049356.750000 Penalty: 4990.342285
	Iteration 21Q: 3 clusters Score -3049357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3049374.500000 Penalty: 4990.342285
	Iteration 22Q: 3 clusters Score -3049374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3049373.750000 Penalty: 4990.342285
	Iteration 23Q: 3 clusters Score -3049374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3049377.750000 Penalty: 4990.342285
	Iteration 24Q: 3 clusters Score -3049378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3049376.500000 Penalty: 4990.342285
	Iteration 25Q: 3 clusters Score -3049376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3049375.750000 Penalty: 4990.342285
	Iteration 26Q: 3 clusters Score -3049376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3049375.750000 Penalty: 4990.342285
	Iteration 27Q: 3 clusters Score -3049376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3049382.250000 Penalty: 4990.342285
	Iteration 28Q: 3 clusters Score -3049382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3049381.750000 Penalty: 4990.342285
	Iteration 29Q: 3 clusters Score -3049382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3049380.250000 Penalty: 4990.342285
	Iteration 30Q: 3 clusters Score -3049380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3049386.000000 Penalty: 4990.342285
	Iteration 31Q: 3 clusters Score -3049386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3049388.250000 Penalty: 4990.342285
	Iteration 32Q: 3 clusters Score -3049388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3049388.750000 Penalty: 4990.342285
	Iteration 33Q: 3 clusters Score -3049389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3049386.500000 Penalty: 4990.342285
	Iteration 34Q: 3 clusters Score -3049386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3049387.750000 Penalty: 4990.342285
	Iteration 35Q: 3 clusters Score -3049388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3049388.250000 Penalty: 4990.342285
	Iteration 36Q: 3 clusters Score -3049388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3049388.250000 Penalty: 4990.342285
	Iteration 37F: 3 clusters Score -3049388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Entering Unmasked Estep 
Score: -3395399.500000 Penalty: 2516.276611
	Iteration 0F: 2 clusters Score -3395400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3377713.500000 Penalty: 5032.553223
	Iteration 0F: 3 clusters Score -3377714 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3383897.500000 Penalty: 5032.553223
	Iteration 1F: 3 clusters Score -3383898 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3384366.250000 Penalty: 5032.553223
	Iteration 2F: 3 clusters Score -3384366 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3384786.500000 Penalty: 5032.553223
	Iteration 3Q: 3 clusters Score -3384786 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3385212.500000 Penalty: 5032.553223
	Iteration 4Q: 3 clusters Score -3385212 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3385614.250000 Penalty: 5032.553223
	Iteration 5Q: 3 clusters Score -3385614 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3386126.750000 Penalty: 5032.553223
	Iteration 6Q: 3 clusters Score -3386127 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3386786.250000 Penalty: 5032.553223
	Iteration 7Q: 3 clusters Score -3386786 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3387674.750000 Penalty: 5032.553223
	Iteration 8F: 3 clusters Score -3387675 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3388743.000000 Penalty: 5032.553223
	Iteration 9F: 3 clusters Score -3388743 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3389905.250000 Penalty: 5032.553223
	Iteration 10F: 3 clusters Score -3389905 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3390972.000000 Penalty: 5032.553223
	Iteration 11F: 3 clusters Score -3390972 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3391870.750000 Penalty: 5032.553223
	Iteration 12Q: 3 clusters Score -3391871 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3392627.750000 Penalty: 5032.553223
	Iteration 13Q: 3 clusters Score -3392628 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3393237.750000 Penalty: 5032.553223
	Iteration 14Q: 3 clusters Score -3393238 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3393612.500000 Penalty: 5032.553223
	Iteration 15Q: 3 clusters Score -3393612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3393895.250000 Penalty: 5032.553223
	Iteration 16Q: 3 clusters Score -3393895 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3394080.000000 Penalty: 5032.553223
	Iteration 17Q: 3 clusters Score -3394080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3394201.250000 Penalty: 5032.553223
	Iteration 18Q: 3 clusters Score -3394201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3394260.250000 Penalty: 5032.553223
	Iteration 19Q: 3 clusters Score -3394260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3394278.500000 Penalty: 5032.553223
	Iteration 20F: 3 clusters Score -3394278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3394287.250000 Penalty: 5032.553223
	Iteration 21Q: 3 clusters Score -3394287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3394284.500000 Penalty: 5032.553223
	Iteration 22Q: 3 clusters Score -3394284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3394291.000000 Penalty: 5032.553223
	Iteration 23Q: 3 clusters Score -3394291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3394295.250000 Penalty: 5032.553223
	Iteration 24Q: 3 clusters Score -3394295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3394292.750000 Penalty: 5032.553223
	Iteration 25Q: 3 clusters Score -3394293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3394296.500000 Penalty: 5032.553223
	Iteration 26Q: 3 clusters Score -3394296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3394296.000000 Penalty: 5032.553223
	Iteration 27Q: 3 clusters Score -3394296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3394299.500000 Penalty: 5032.553223
	Iteration 28Q: 3 clusters Score -3394300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3394299.750000 Penalty: 5032.553223
	Iteration 29Q: 3 clusters Score -3394300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3394296.000000 Penalty: 5032.553223
	Iteration 30Q: 3 clusters Score -3394296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3394298.250000 Penalty: 5032.553223
	Iteration 31Q: 3 clusters Score -3394298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3394298.250000 Penalty: 5032.553223
	Iteration 32F: 3 clusters Score -3394298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Entering Unmasked Estep 
Score: -20418884.000000 Penalty: 2961.860352
	Iteration 0F: 2 clusters Score -2.041888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -20319098.000000 Penalty: 5923.720703
	Iteration 0F: 3 clusters Score -2.03191e+07 nChanged 73745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -20361876.000000 Penalty: 5923.720703
	Iteration 1F: 3 clusters Score -2.036188e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -20362588.000000 Penalty: 5923.720703
	Iteration 2Q: 3 clusters Score -2.036259e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -20363534.000000 Penalty: 5923.720703
	Iteration 3Q: 3 clusters Score -2.036353e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -20364622.000000 Penalty: 5923.720703
	Iteration 4Q: 3 clusters Score -2.036462e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -20366266.000000 Penalty: 5923.720703
	Iteration 5Q: 3 clusters Score -2.036627e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -20368892.000000 Penalty: 5923.720703
	Iteration 6Q: 3 clusters Score -2.036889e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -20373134.000000 Penalty: 5923.720703
	Iteration 7F: 3 clusters Score -2.037313e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -20378902.000000 Penalty: 5923.720703
	Iteration 8F: 3 clusters Score -2.03789e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -20386788.000000 Penalty: 5923.720703
	Iteration 9F: 3 clusters Score -2.038679e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126616 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -20395680.000000 Penalty: 5923.720703
	Iteration 10F: 3 clusters Score -2.039568e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135536 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -20403804.000000 Penalty: 5923.720703
	Iteration 11F: 3 clusters Score -2.04038e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -20409888.000000 Penalty: 5923.720703
	Iteration 12Q: 3 clusters Score -2.040989e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -20413330.000000 Penalty: 5923.720703
	Iteration 13Q: 3 clusters Score -2.041333e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -20414648.000000 Penalty: 5923.720703
	Iteration 14Q: 3 clusters Score -2.041465e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -20415318.000000 Penalty: 5923.720703
	Iteration 15Q: 3 clusters Score -2.041532e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -20415626.000000 Penalty: 5923.720703
	Iteration 16Q: 3 clusters Score -2.041563e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -20415836.000000 Penalty: 5923.720703
	Iteration 17Q: 3 clusters Score -2.041584e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -20415926.000000 Penalty: 5923.720703
	Iteration 18Q: 3 clusters Score -2.041593e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -20416012.000000 Penalty: 5923.720703
	Iteration 19Q: 3 clusters Score -2.041601e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149172 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -20416070.000000 Penalty: 5923.720703
	Iteration 20F: 3 clusters Score -2.041607e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20416132.000000 Penalty: 5923.720703
	Iteration 21Q: 3 clusters Score -2.041613e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -20416166.000000 Penalty: 5923.720703
	Iteration 22Q: 3 clusters Score -2.041617e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149796 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20416234.000000 Penalty: 5923.720703
	Iteration 23Q: 3 clusters Score -2.041623e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20416274.000000 Penalty: 5923.720703
	Iteration 24Q: 3 clusters Score -2.041627e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20416260.000000 Penalty: 5923.720703
	Iteration 25Q: 3 clusters Score -2.041626e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -20416260.000000 Penalty: 5923.720703
	Iteration 26Q: 3 clusters Score -2.041626e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -20416286.000000 Penalty: 5923.720703
	Iteration 27Q: 3 clusters Score -2.041629e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20416334.000000 Penalty: 5923.720703
	Iteration 28Q: 3 clusters Score -2.041633e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20416336.000000 Penalty: 5923.720703
	Iteration 29Q: 3 clusters Score -2.041634e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20416314.000000 Penalty: 5923.720703
	Iteration 30Q: 3 clusters Score -2.041631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150602 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -20416334.000000 Penalty: 5923.720703
	Iteration 31Q: 3 clusters Score -2.041633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -20416366.000000 Penalty: 5923.720703
	Iteration 32Q: 3 clusters Score -2.041637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20416360.000000 Penalty: 5923.720703
	Iteration 33Q: 3 clusters Score -2.041636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20416398.000000 Penalty: 5923.720703
	Iteration 34Q: 3 clusters Score -2.04164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -20416446.000000 Penalty: 5923.720703
	Iteration 35Q: 3 clusters Score -2.041645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20416410.000000 Penalty: 5923.720703
	Iteration 36Q: 3 clusters Score -2.041641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150911 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -20416440.000000 Penalty: 5923.720703
	Iteration 37Q: 3 clusters Score -2.041644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -20416444.000000 Penalty: 5923.720703
	Iteration 38Q: 3 clusters Score -2.041644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20416496.000000 Penalty: 5923.720703
	Iteration 39Q: 3 clusters Score -2.04165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151027 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -20416528.000000 Penalty: 5923.720703
	Iteration 40F: 3 clusters Score -2.041653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20416518.000000 Penalty: 5923.720703
	Iteration 41Q: 3 clusters Score -2.041652e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -20416538.000000 Penalty: 5923.720703
	Iteration 42Q: 3 clusters Score -2.041654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20416524.000000 Penalty: 5923.720703
	Iteration 43Q: 3 clusters Score -2.041652e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -20416542.000000 Penalty: 5923.720703
	Iteration 44Q: 3 clusters Score -2.041654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -20416540.000000 Penalty: 5923.720703
	Iteration 45Q: 3 clusters Score -2.041654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20416512.000000 Penalty: 5923.720703
	Iteration 46Q: 3 clusters Score -2.041651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -20416532.000000 Penalty: 5923.720703
	Iteration 47Q: 3 clusters Score -2.041653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20416516.000000 Penalty: 5923.720703
	Iteration 48Q: 3 clusters Score -2.041652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151301 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20416502.000000 Penalty: 5923.720703
	Iteration 49Q: 3 clusters Score -2.04165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -20416504.000000 Penalty: 5923.720703
	Iteration 50Q: 3 clusters Score -2.04165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20416508.000000 Penalty: 5923.720703
	Iteration 51Q: 3 clusters Score -2.041651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20416490.000000 Penalty: 5923.720703
	Iteration 52Q: 3 clusters Score -2.041649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -20416496.000000 Penalty: 5923.720703
	Iteration 53Q: 3 clusters Score -2.04165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151366 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20416496.000000 Penalty: 5923.720703
	Iteration 54Q: 3 clusters Score -2.04165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -20416494.000000 Penalty: 5923.720703
	Iteration 55Q: 3 clusters Score -2.041649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20416476.000000 Penalty: 5923.720703
	Iteration 56Q: 3 clusters Score -2.041648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -20416474.000000 Penalty: 5923.720703
	Iteration 57Q: 3 clusters Score -2.041647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20416482.000000 Penalty: 5923.720703
	Iteration 58Q: 3 clusters Score -2.041648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -20416496.000000 Penalty: 5923.720703
	Iteration 59Q: 3 clusters Score -2.04165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -20416496.000000 Penalty: 5923.720703
	Iteration 60F: 3 clusters Score -2.04165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1934516.125000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1934516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1924048.250000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1924048 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1927225.375000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1927225 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1927562.750000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1927563 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1927812.000000 Penalty: 4748.295410
	Iteration 3Q: 3 clusters Score -1927812 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1927983.500000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1927984 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1928128.750000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1928129 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1928311.250000 Penalty: 4748.295410
	Iteration 6Q: 3 clusters Score -1928311 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1928543.000000 Penalty: 4748.295410
	Iteration 7Q: 3 clusters Score -1928543 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1928818.125000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1928818 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1929145.875000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1929146 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1929579.625000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1929580 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1930105.125000 Penalty: 4748.295410
	Iteration 11F: 3 clusters Score -1930105 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1930672.500000 Penalty: 4748.295410
	Iteration 12F: 3 clusters Score -1930672 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1931212.875000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1931213 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1931650.250000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1931650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1931947.375000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1931947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1932113.125000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1932113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1932225.875000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1932226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1932294.625000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1932295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1932331.500000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1932332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1932352.125000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1932352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1932370.625000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1932371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1932382.750000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1932383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1932393.500000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1932394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1932412.500000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1932412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1932421.125000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1932421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1932427.750000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1932428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1932432.625000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1932433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1932438.375000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1932438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1932440.125000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1932440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1932445.250000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1932445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1932445.250000 Penalty: 4748.295410
	Iteration 31F: 3 clusters Score -1932445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Entering Unmasked Estep 
Score: -1769774.500000 Penalty: 2350.106934
	Iteration 0F: 2 clusters Score -1769774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1760057.750000 Penalty: 4700.213867
	Iteration 0F: 3 clusters Score -1760058 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1763078.500000 Penalty: 4700.213867
	Iteration 1F: 3 clusters Score -1763078 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1763393.500000 Penalty: 4700.213867
	Iteration 2F: 3 clusters Score -1763394 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1763605.250000 Penalty: 4700.213867
	Iteration 3Q: 3 clusters Score -1763605 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1763771.750000 Penalty: 4700.213867
	Iteration 4Q: 3 clusters Score -1763772 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1763903.750000 Penalty: 4700.213867
	Iteration 5Q: 3 clusters Score -1763904 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1764021.625000 Penalty: 4700.213867
	Iteration 6Q: 3 clusters Score -1764022 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1764138.250000 Penalty: 4700.213867
	Iteration 7Q: 3 clusters Score -1764138 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1764293.875000 Penalty: 4700.213867
	Iteration 8Q: 3 clusters Score -1764294 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1764458.500000 Penalty: 4700.213867
	Iteration 9Q: 3 clusters Score -1764458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1764690.750000 Penalty: 4700.213867
	Iteration 10Q: 3 clusters Score -1764691 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1764982.375000 Penalty: 4700.213867
	Iteration 11Q: 3 clusters Score -1764982 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1765378.250000 Penalty: 4700.213867
	Iteration 12Q: 3 clusters Score -1765378 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1765869.000000 Penalty: 4700.213867
	Iteration 13Q: 3 clusters Score -1765869 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1766507.375000 Penalty: 4700.213867
	Iteration 14F: 3 clusters Score -1766507 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1767173.375000 Penalty: 4700.213867
	Iteration 15F: 3 clusters Score -1767173 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1767720.250000 Penalty: 4700.213867
	Iteration 16Q: 3 clusters Score -1767720 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1768043.250000 Penalty: 4700.213867
	Iteration 17Q: 3 clusters Score -1768043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1768197.125000 Penalty: 4700.213867
	Iteration 18Q: 3 clusters Score -1768197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1768263.250000 Penalty: 4700.213867
	Iteration 19Q: 3 clusters Score -1768263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1768308.000000 Penalty: 4700.213867
	Iteration 20F: 3 clusters Score -1768308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1768343.750000 Penalty: 4700.213867
	Iteration 21Q: 3 clusters Score -1768344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1768373.500000 Penalty: 4700.213867
	Iteration 22Q: 3 clusters Score -1768374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1768393.750000 Penalty: 4700.213867
	Iteration 23Q: 3 clusters Score -1768394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1768395.750000 Penalty: 4700.213867
	Iteration 24Q: 3 clusters Score -1768396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1768401.625000 Penalty: 4700.213867
	Iteration 25Q: 3 clusters Score -1768402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1768409.625000 Penalty: 4700.213867
	Iteration 26Q: 3 clusters Score -1768410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1768414.250000 Penalty: 4700.213867
	Iteration 27Q: 3 clusters Score -1768414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1768417.250000 Penalty: 4700.213867
	Iteration 28Q: 3 clusters Score -1768417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1768418.500000 Penalty: 4700.213867
	Iteration 29Q: 3 clusters Score -1768418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1768418.500000 Penalty: 4700.213867
	Iteration 30F: 3 clusters Score -1768418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1711356.250000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1711356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1701035.125000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1701035 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1704829.750000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1704830 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
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Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6525 members 
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Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6393 members 
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Mstep: Class 1 contains 7910 members 
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Mstep: Class 2 contains 6210 members 
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Mstep: Class 1 contains 8034 members 
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Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6064 members 
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5926 members 
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Mstep: Class 1 contains 8278 members 
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Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8344 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8370 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8397 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8425 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1710039 nChanged 50
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Mstep: Class 1 contains 8443 members 
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Mstep: Class 1 contains 8451 members 
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Mstep: Class 1 contains 8464 members 
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Mstep: Class 1 contains 8472 members 
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Mstep: Class 1 contains 8482 members 
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Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5669 members 
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Mstep: Class 1 contains 8515 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8533 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1710073 nChanged 28
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Mstep: Class 1 contains 8554 members 
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Mstep: Class 1 contains 8559 members 
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	Iteration 34Q: 3 clusters Score -1710087 nChanged 8
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Mstep: Class 1 contains 8612 members 
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	Iteration 39Q: 3 clusters Score -1710093 nChanged 8
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Mstep: Class 1 contains 8618 members 
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	Iteration 40F: 3 clusters Score -1710090 nChanged 10
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Mstep: Class 1 contains 8624 members 
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	Iteration 41Q: 3 clusters Score -1710094 nChanged 10
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Mstep: Class 1 contains 8632 members 
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	Iteration 42Q: 3 clusters Score -1710094 nChanged 10
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Mstep: Class 1 contains 8638 members 
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	Iteration 43Q: 3 clusters Score -1710100 nChanged 7
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Mstep: Class 1 contains 8645 members 
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Mstep: Class 1 contains 8652 members 
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Mstep: Class 1 contains 8659 members 
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	Iteration 46Q: 3 clusters Score -1710101 nChanged 7
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Mstep: Class 1 contains 8660 members 
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	Iteration 48Q: 3 clusters Score -1710104 nChanged 4
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Mstep: Class 1 contains 8669 members 
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	Iteration 49Q: 3 clusters Score -1710106 nChanged 11
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Mstep: Class 1 contains 8678 members 
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Mstep: Class 1 contains 8687 members 
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	Iteration 51Q: 3 clusters Score -1710110 nChanged 13
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Mstep: Class 1 contains 8700 members 
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	Iteration 52Q: 3 clusters Score -1710112 nChanged 11
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	Iteration 53Q: 3 clusters Score -1710112 nChanged 16
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Mstep: Class 1 contains 8719 members 
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	Iteration 54Q: 3 clusters Score -1710114 nChanged 20
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	Iteration 55Q: 3 clusters Score -1710114 nChanged 28
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	Iteration 56Q: 3 clusters Score -1710112 nChanged 29
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	Iteration 57Q: 3 clusters Score -1710120 nChanged 34
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Mstep: Class 1 contains 8772 members 
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	Iteration 58Q: 3 clusters Score -1710125 nChanged 28
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Mstep: Class 1 contains 8788 members 
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	Iteration 59Q: 3 clusters Score -1710130 nChanged 31
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Mstep: Class 1 contains 8807 members 
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	Iteration 60F: 3 clusters Score -1710135 nChanged 39
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Mstep: Class 1 contains 8828 members 
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	Iteration 61Q: 3 clusters Score -1710137 nChanged 45
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Mstep: Class 1 contains 8859 members 
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	Iteration 62Q: 3 clusters Score -1710142 nChanged 45
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Mstep: Class 1 contains 8892 members 
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	Iteration 63Q: 3 clusters Score -1710155 nChanged 33
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Mstep: Class 1 contains 8915 members 
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	Iteration 64Q: 3 clusters Score -1710160 nChanged 39
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Mstep: Class 1 contains 8948 members 
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	Iteration 65Q: 3 clusters Score -1710166 nChanged 41
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Mstep: Class 1 contains 8979 members 
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	Iteration 66Q: 3 clusters Score -1710175 nChanged 47
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Mstep: Class 1 contains 9020 members 
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Mstep: Class 1 contains 9059 members 
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	Iteration 69Q: 3 clusters Score -1710188 nChanged 31
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	Iteration 70Q: 3 clusters Score -1710197 nChanged 33
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	Iteration 71Q: 3 clusters Score -1710205 nChanged 36
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	Iteration 72Q: 3 clusters Score -1710213 nChanged 37
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Mstep: Class 1 contains 9208 members 
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	Iteration 73Q: 3 clusters Score -1710224 nChanged 39
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Mstep: Class 1 contains 9239 members 
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	Iteration 74Q: 3 clusters Score -1710223 nChanged 38
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Mstep: Class 1 contains 9269 members 
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	Iteration 75Q: 3 clusters Score -1710234 nChanged 45
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	Iteration 78Q: 3 clusters Score -1710275 nChanged 62
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	Iteration 79Q: 3 clusters Score -1710294 nChanged 67
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	Iteration 80F: 3 clusters Score -1710313 nChanged 92
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	Iteration 89Q: 3 clusters Score -1710560 nChanged 65
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Mstep: Class 1 contains 10282 members 
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	Iteration 93Q: 3 clusters Score -1710607 nChanged 47
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	Iteration 94Q: 3 clusters Score -1710622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1710635.500000 Penalty: 4741.135742
	Iteration 95Q: 3 clusters Score -1710636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1710645.750000 Penalty: 4741.135742
	Iteration 96Q: 3 clusters Score -1710646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1710653.750000 Penalty: 4741.135742
	Iteration 97Q: 3 clusters Score -1710654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1710657.875000 Penalty: 4741.135742
	Iteration 98Q: 3 clusters Score -1710658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1710657.000000 Penalty: 4741.135742
	Iteration 99Q: 3 clusters Score -1710657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1710665.875000 Penalty: 4741.135742
	Iteration 100F: 3 clusters Score -1710666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1710678.500000 Penalty: 4741.135742
	Iteration 101Q: 3 clusters Score -1710678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1710687.750000 Penalty: 4741.135742
	Iteration 102Q: 3 clusters Score -1710688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1710694.750000 Penalty: 4741.135742
	Iteration 103Q: 3 clusters Score -1710695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1710697.250000 Penalty: 4741.135742
	Iteration 104Q: 3 clusters Score -1710697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1710703.625000 Penalty: 4741.135742
	Iteration 105Q: 3 clusters Score -1710704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1710706.625000 Penalty: 4741.135742
	Iteration 106Q: 3 clusters Score -1710707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1710717.750000 Penalty: 4741.135742
	Iteration 107Q: 3 clusters Score -1710718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1710715.875000 Penalty: 4741.135742
	Iteration 108Q: 3 clusters Score -1710716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1710720.375000 Penalty: 4741.135742
	Iteration 109Q: 3 clusters Score -1710720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1710728.375000 Penalty: 4741.135742
	Iteration 110Q: 3 clusters Score -1710728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1710729.500000 Penalty: 4741.135742
	Iteration 111Q: 3 clusters Score -1710730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1710735.500000 Penalty: 4741.135742
	Iteration 112Q: 3 clusters Score -1710736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1710744.625000 Penalty: 4741.135742
	Iteration 113Q: 3 clusters Score -1710745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1710757.750000 Penalty: 4741.135742
	Iteration 114Q: 3 clusters Score -1710758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1710763.125000 Penalty: 4741.135742
	Iteration 115Q: 3 clusters Score -1710763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1710777.875000 Penalty: 4741.135742
	Iteration 116Q: 3 clusters Score -1710778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1710777.250000 Penalty: 4741.135742
	Iteration 117Q: 3 clusters Score -1710777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1710783.250000 Penalty: 4741.135742
	Iteration 118Q: 3 clusters Score -1710783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1710785.625000 Penalty: 4741.135742
	Iteration 119Q: 3 clusters Score -1710786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1710790.625000 Penalty: 4741.135742
	Iteration 120F: 3 clusters Score -1710791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1710798.250000 Penalty: 4741.135742
	Iteration 121Q: 3 clusters Score -1710798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1710798.750000 Penalty: 4741.135742
	Iteration 122Q: 3 clusters Score -1710799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1710799.625000 Penalty: 4741.135742
	Iteration 123Q: 3 clusters Score -1710800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1710801.375000 Penalty: 4741.135742
	Iteration 124Q: 3 clusters Score -1710801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1710801.625000 Penalty: 4741.135742
	Iteration 125Q: 3 clusters Score -1710802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1710801.625000 Penalty: 4741.135742
	Iteration 126Q: 3 clusters Score -1710802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1710802.375000 Penalty: 4741.135742
	Iteration 127Q: 3 clusters Score -1710802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1710801.500000 Penalty: 4741.135742
	Iteration 128Q: 3 clusters Score -1710802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1710801.500000 Penalty: 4741.135742
	Iteration 129F: 3 clusters Score -1710802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223496 members 
Entering Unmasked Estep 
Score: -29910640.000000 Penalty: 3054.653076
	Iteration 0F: 2 clusters Score -2.991064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -29790536.000000 Penalty: 6109.306152
	Iteration 0F: 3 clusters Score -2.979054e+07 nChanged 107636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -29853996.000000 Penalty: 6109.306152
	Iteration 1F: 3 clusters Score -2.9854e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -29855088.000000 Penalty: 6109.306152
	Iteration 2Q: 3 clusters Score -2.985509e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -29856728.000000 Penalty: 6109.306152
	Iteration 3Q: 3 clusters Score -2.985673e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -29859118.000000 Penalty: 6109.306152
	Iteration 4Q: 3 clusters Score -2.985912e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -29861994.000000 Penalty: 6109.306152
	Iteration 5Q: 3 clusters Score -2.986199e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
Score: -29865774.000000 Penalty: 6109.306152
	Iteration 6Q: 3 clusters Score -2.986577e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -29870934.000000 Penalty: 6109.306152
	Iteration 7F: 3 clusters Score -2.987093e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -29876888.000000 Penalty: 6109.306152
	Iteration 8F: 3 clusters Score -2.987689e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 143761 members 
Entering Unmasked Estep 
Score: -29883432.000000 Penalty: 6109.306152
	Iteration 9F: 3 clusters Score -2.988343e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -29889974.000000 Penalty: 6109.306152
	Iteration 10F: 3 clusters Score -2.988997e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -29895728.000000 Penalty: 6109.306152
	Iteration 11Q: 3 clusters Score -2.989573e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 152018 members 
Entering Unmasked Estep 
Score: -29898512.000000 Penalty: 6109.306152
	Iteration 12Q: 3 clusters Score -2.989851e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -29899616.000000 Penalty: 6109.306152
	Iteration 13Q: 3 clusters Score -2.989962e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 153596 members 
Entering Unmasked Estep 
Score: -29899840.000000 Penalty: 6109.306152
	Iteration 14Q: 3 clusters Score -2.989984e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -29899730.000000 Penalty: 6109.306152
	Iteration 15Q: 3 clusters Score -2.989973e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -29899792.000000 Penalty: 6109.306152
	Iteration 16Q: 3 clusters Score -2.989979e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -29899804.000000 Penalty: 6109.306152
	Iteration 17Q: 3 clusters Score -2.98998e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -29899744.000000 Penalty: 6109.306152
	Iteration 18Q: 3 clusters Score -2.989974e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -29899528.000000 Penalty: 6109.306152
	Iteration 19Q: 3 clusters Score -2.989953e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -29899602.000000 Penalty: 6109.306152
	Iteration 20F: 3 clusters Score -2.98996e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -29899526.000000 Penalty: 6109.306152
	Iteration 21Q: 3 clusters Score -2.989953e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -29899570.000000 Penalty: 6109.306152
	Iteration 22Q: 3 clusters Score -2.989957e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -29899582.000000 Penalty: 6109.306152
	Iteration 23Q: 3 clusters Score -2.989958e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -29899548.000000 Penalty: 6109.306152
	Iteration 24Q: 3 clusters Score -2.989955e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -29899640.000000 Penalty: 6109.306152
	Iteration 25Q: 3 clusters Score -2.989964e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -29899584.000000 Penalty: 6109.306152
	Iteration 26Q: 3 clusters Score -2.989958e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -29899498.000000 Penalty: 6109.306152
	Iteration 27Q: 3 clusters Score -2.98995e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 151829 members 
Entering Unmasked Estep 
Score: -29899492.000000 Penalty: 6109.306152
	Iteration 28Q: 3 clusters Score -2.989949e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -29899578.000000 Penalty: 6109.306152
	Iteration 29Q: 3 clusters Score -2.989958e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -29899496.000000 Penalty: 6109.306152
	Iteration 30Q: 3 clusters Score -2.98995e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -29899498.000000 Penalty: 6109.306152
	Iteration 31Q: 3 clusters Score -2.98995e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -29899676.000000 Penalty: 6109.306152
	Iteration 32Q: 3 clusters Score -2.989968e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -29899790.000000 Penalty: 6109.306152
	Iteration 33Q: 3 clusters Score -2.989979e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -29899770.000000 Penalty: 6109.306152
	Iteration 34Q: 3 clusters Score -2.989977e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -29899824.000000 Penalty: 6109.306152
	Iteration 35Q: 3 clusters Score -2.989982e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 144591 members 
Entering Unmasked Estep 
Score: -29899938.000000 Penalty: 6109.306152
	Iteration 36Q: 3 clusters Score -2.989994e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -29900128.000000 Penalty: 6109.306152
	Iteration 37Q: 3 clusters Score -2.990013e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -29900326.000000 Penalty: 6109.306152
	Iteration 38Q: 3 clusters Score -2.990033e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -29900462.000000 Penalty: 6109.306152
	Iteration 39Q: 3 clusters Score -2.990046e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -29900538.000000 Penalty: 6109.306152
	Iteration 40F: 3 clusters Score -2.990054e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -29900664.000000 Penalty: 6109.306152
	Iteration 41Q: 3 clusters Score -2.990066e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -29900814.000000 Penalty: 6109.306152
	Iteration 42Q: 3 clusters Score -2.990081e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -29901128.000000 Penalty: 6109.306152
	Iteration 43Q: 3 clusters Score -2.990113e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 135447 members 
Entering Unmasked Estep 
Score: -29901284.000000 Penalty: 6109.306152
	Iteration 44Q: 3 clusters Score -2.990128e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 134363 members 
Entering Unmasked Estep 
Score: -29901458.000000 Penalty: 6109.306152
	Iteration 45Q: 3 clusters Score -2.990146e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -29901682.000000 Penalty: 6109.306152
	Iteration 46Q: 3 clusters Score -2.990168e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -29901906.000000 Penalty: 6109.306152
	Iteration 47Q: 3 clusters Score -2.990191e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -29902142.000000 Penalty: 6109.306152
	Iteration 48Q: 3 clusters Score -2.990214e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -29902322.000000 Penalty: 6109.306152
	Iteration 49Q: 3 clusters Score -2.990232e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -29902568.000000 Penalty: 6109.306152
	Iteration 50Q: 3 clusters Score -2.990257e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -29902700.000000 Penalty: 6109.306152
	Iteration 51Q: 3 clusters Score -2.99027e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 127080 members 
Entering Unmasked Estep 
Score: -29902798.000000 Penalty: 6109.306152
	Iteration 52Q: 3 clusters Score -2.99028e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -29903128.000000 Penalty: 6109.306152
	Iteration 53Q: 3 clusters Score -2.990313e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -29903390.000000 Penalty: 6109.306152
	Iteration 54Q: 3 clusters Score -2.990339e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 124833 members 
Entering Unmasked Estep 
Score: -29903652.000000 Penalty: 6109.306152
	Iteration 55Q: 3 clusters Score -2.990365e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -29903870.000000 Penalty: 6109.306152
	Iteration 56Q: 3 clusters Score -2.990387e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -29904046.000000 Penalty: 6109.306152
	Iteration 57Q: 3 clusters Score -2.990405e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -29904330.000000 Penalty: 6109.306152
	Iteration 58Q: 3 clusters Score -2.990433e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -29904550.000000 Penalty: 6109.306152
	Iteration 59Q: 3 clusters Score -2.990455e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -29904768.000000 Penalty: 6109.306152
	Iteration 60F: 3 clusters Score -2.990477e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101544 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -29905060.000000 Penalty: 6109.306152
	Iteration 61Q: 3 clusters Score -2.990506e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 121747 members 
Entering Unmasked Estep 
Score: -29905286.000000 Penalty: 6109.306152
	Iteration 62Q: 3 clusters Score -2.990529e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -29905618.000000 Penalty: 6109.306152
	Iteration 63Q: 3 clusters Score -2.990562e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -29905828.000000 Penalty: 6109.306152
	Iteration 64Q: 3 clusters Score -2.990583e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 121368 members 
Entering Unmasked Estep 
Score: -29906168.000000 Penalty: 6109.306152
	Iteration 65Q: 3 clusters Score -2.990617e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -29906510.000000 Penalty: 6109.306152
	Iteration 66Q: 3 clusters Score -2.990651e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -29906758.000000 Penalty: 6109.306152
	Iteration 67Q: 3 clusters Score -2.990676e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -29906916.000000 Penalty: 6109.306152
	Iteration 68Q: 3 clusters Score -2.990692e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -29907154.000000 Penalty: 6109.306152
	Iteration 69Q: 3 clusters Score -2.990715e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -29907368.000000 Penalty: 6109.306152
	Iteration 70Q: 3 clusters Score -2.990737e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -29907666.000000 Penalty: 6109.306152
	Iteration 71Q: 3 clusters Score -2.990767e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -29907874.000000 Penalty: 6109.306152
	Iteration 72Q: 3 clusters Score -2.990787e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -29908124.000000 Penalty: 6109.306152
	Iteration 73Q: 3 clusters Score -2.990812e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -29908248.000000 Penalty: 6109.306152
	Iteration 74Q: 3 clusters Score -2.990825e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 124193 members 
Entering Unmasked Estep 
Score: -29908494.000000 Penalty: 6109.306152
	Iteration 75Q: 3 clusters Score -2.990849e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -29908582.000000 Penalty: 6109.306152
	Iteration 76Q: 3 clusters Score -2.990858e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 125315 members 
Entering Unmasked Estep 
Score: -29908820.000000 Penalty: 6109.306152
	Iteration 77Q: 3 clusters Score -2.990882e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -29909020.000000 Penalty: 6109.306152
	Iteration 78Q: 3 clusters Score -2.990902e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 126510 members 
Entering Unmasked Estep 
Score: -29909106.000000 Penalty: 6109.306152
	Iteration 79Q: 3 clusters Score -2.990911e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 127099 members 
Entering Unmasked Estep 
Score: -29909206.000000 Penalty: 6109.306152
	Iteration 80F: 3 clusters Score -2.990921e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -29909292.000000 Penalty: 6109.306152
	Iteration 81Q: 3 clusters Score -2.990929e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
Score: -29909402.000000 Penalty: 6109.306152
	Iteration 82Q: 3 clusters Score -2.99094e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 129110 members 
Entering Unmasked Estep 
Score: -29909444.000000 Penalty: 6109.306152
	Iteration 83Q: 3 clusters Score -2.990944e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -29909546.000000 Penalty: 6109.306152
	Iteration 84Q: 3 clusters Score -2.990955e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -29909668.000000 Penalty: 6109.306152
	Iteration 85Q: 3 clusters Score -2.990967e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -29909802.000000 Penalty: 6109.306152
	Iteration 86Q: 3 clusters Score -2.99098e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -29909912.000000 Penalty: 6109.306152
	Iteration 87Q: 3 clusters Score -2.990991e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 133030 members 
Entering Unmasked Estep 
Score: -29909974.000000 Penalty: 6109.306152
	Iteration 88Q: 3 clusters Score -2.990997e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -29910064.000000 Penalty: 6109.306152
	Iteration 89Q: 3 clusters Score -2.991006e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
Score: -29910042.000000 Penalty: 6109.306152
	Iteration 90Q: 3 clusters Score -2.991004e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -29910012.000000 Penalty: 6109.306152
	Iteration 91Q: 3 clusters Score -2.991001e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -29910000.000000 Penalty: 6109.306152
	Iteration 92Q: 3 clusters Score -2.991e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 137306 members 
Entering Unmasked Estep 
Score: -29909950.000000 Penalty: 6109.306152
	Iteration 93Q: 3 clusters Score -2.990995e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -29909932.000000 Penalty: 6109.306152
	Iteration 94Q: 3 clusters Score -2.990993e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -29909870.000000 Penalty: 6109.306152
	Iteration 95Q: 3 clusters Score -2.990987e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 139967 members 
Entering Unmasked Estep 
Score: -29909828.000000 Penalty: 6109.306152
	Iteration 96Q: 3 clusters Score -2.990983e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -29909786.000000 Penalty: 6109.306152
	Iteration 97Q: 3 clusters Score -2.990979e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -29909768.000000 Penalty: 6109.306152
	Iteration 98Q: 3 clusters Score -2.990977e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -29909716.000000 Penalty: 6109.306152
	Iteration 99Q: 3 clusters Score -2.990972e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -29909618.000000 Penalty: 6109.306152
	Iteration 100F: 3 clusters Score -2.990962e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -29909570.000000 Penalty: 6109.306152
	Iteration 101Q: 3 clusters Score -2.990957e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -29909586.000000 Penalty: 6109.306152
	Iteration 102Q: 3 clusters Score -2.990959e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -29909532.000000 Penalty: 6109.306152
	Iteration 103Q: 3 clusters Score -2.990953e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 146583 members 
Entering Unmasked Estep 
Score: -29909482.000000 Penalty: 6109.306152
	Iteration 104Q: 3 clusters Score -2.990948e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -29909398.000000 Penalty: 6109.306152
	Iteration 105Q: 3 clusters Score -2.99094e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -29909510.000000 Penalty: 6109.306152
	Iteration 106Q: 3 clusters Score -2.990951e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -29909582.000000 Penalty: 6109.306152
	Iteration 107Q: 3 clusters Score -2.990958e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -29909570.000000 Penalty: 6109.306152
	Iteration 108Q: 3 clusters Score -2.990957e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -29909562.000000 Penalty: 6109.306152
	Iteration 109Q: 3 clusters Score -2.990956e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -29909414.000000 Penalty: 6109.306152
	Iteration 110Q: 3 clusters Score -2.990941e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -29909286.000000 Penalty: 6109.306152
	Iteration 111Q: 3 clusters Score -2.990929e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -29909170.000000 Penalty: 6109.306152
	Iteration 112Q: 3 clusters Score -2.990917e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -29909170.000000 Penalty: 6109.306152
	Iteration 113Q: 3 clusters Score -2.990917e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -29909112.000000 Penalty: 6109.306152
	Iteration 114Q: 3 clusters Score -2.990911e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -29909056.000000 Penalty: 6109.306152
	Iteration 115Q: 3 clusters Score -2.990906e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -29909026.000000 Penalty: 6109.306152
	Iteration 116Q: 3 clusters Score -2.990903e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -29908940.000000 Penalty: 6109.306152
	Iteration 117Q: 3 clusters Score -2.990894e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -29908982.000000 Penalty: 6109.306152
	Iteration 118Q: 3 clusters Score -2.990898e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 159758 members 
Entering Unmasked Estep 
Score: -29908882.000000 Penalty: 6109.306152
	Iteration 119Q: 3 clusters Score -2.990888e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -29908900.000000 Penalty: 6109.306152
	Iteration 120F: 3 clusters Score -2.99089e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -29908868.000000 Penalty: 6109.306152
	Iteration 121Q: 3 clusters Score -2.990887e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -29908808.000000 Penalty: 6109.306152
	Iteration 122Q: 3 clusters Score -2.990881e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -29908810.000000 Penalty: 6109.306152
	Iteration 123Q: 3 clusters Score -2.990881e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 163792 members 
Entering Unmasked Estep 
Score: -29908692.000000 Penalty: 6109.306152
	Iteration 124Q: 3 clusters Score -2.990869e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -29908604.000000 Penalty: 6109.306152
	Iteration 125Q: 3 clusters Score -2.99086e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -29908614.000000 Penalty: 6109.306152
	Iteration 126Q: 3 clusters Score -2.990861e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -29908590.000000 Penalty: 6109.306152
	Iteration 127Q: 3 clusters Score -2.990859e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -29908488.000000 Penalty: 6109.306152
	Iteration 128Q: 3 clusters Score -2.990849e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 167483 members 
Entering Unmasked Estep 
Score: -29908462.000000 Penalty: 6109.306152
	Iteration 129Q: 3 clusters Score -2.990846e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -29908420.000000 Penalty: 6109.306152
	Iteration 130Q: 3 clusters Score -2.990842e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -29908530.000000 Penalty: 6109.306152
	Iteration 131Q: 3 clusters Score -2.990853e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -29908580.000000 Penalty: 6109.306152
	Iteration 132Q: 3 clusters Score -2.990858e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -29908610.000000 Penalty: 6109.306152
	Iteration 133Q: 3 clusters Score -2.990861e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -29908594.000000 Penalty: 6109.306152
	Iteration 134Q: 3 clusters Score -2.990859e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -29908680.000000 Penalty: 6109.306152
	Iteration 135Q: 3 clusters Score -2.990868e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 173427 members 
Entering Unmasked Estep 
Score: -29908694.000000 Penalty: 6109.306152
	Iteration 136Q: 3 clusters Score -2.990869e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -29908732.000000 Penalty: 6109.306152
	Iteration 137Q: 3 clusters Score -2.990873e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 175358 members 
Entering Unmasked Estep 
Score: -29908646.000000 Penalty: 6109.306152
	Iteration 138Q: 3 clusters Score -2.990865e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 176338 members 
Entering Unmasked Estep 
Score: -29908718.000000 Penalty: 6109.306152
	Iteration 139Q: 3 clusters Score -2.990872e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 177358 members 
Entering Unmasked Estep 
Score: -29908672.000000 Penalty: 6109.306152
	Iteration 140F: 3 clusters Score -2.990867e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 178446 members 
Entering Unmasked Estep 
Score: -29908666.000000 Penalty: 6109.306152
	Iteration 141Q: 3 clusters Score -2.990867e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 179552 members 
Entering Unmasked Estep 
Score: -29908496.000000 Penalty: 6109.306152
	Iteration 142Q: 3 clusters Score -2.99085e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 180676 members 
Entering Unmasked Estep 
Score: -29908430.000000 Penalty: 6109.306152
	Iteration 143Q: 3 clusters Score -2.990843e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -29908322.000000 Penalty: 6109.306152
	Iteration 144Q: 3 clusters Score -2.990832e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 182956 members 
Entering Unmasked Estep 
Score: -29908180.000000 Penalty: 6109.306152
	Iteration 145Q: 3 clusters Score -2.990818e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 184174 members 
Entering Unmasked Estep 
Score: -29908242.000000 Penalty: 6109.306152
	Iteration 146Q: 3 clusters Score -2.990824e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 185407 members 
Entering Unmasked Estep 
Score: -29908152.000000 Penalty: 6109.306152
	Iteration 147Q: 3 clusters Score -2.990815e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 186674 members 
Entering Unmasked Estep 
Score: -29908066.000000 Penalty: 6109.306152
	Iteration 148Q: 3 clusters Score -2.990807e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 187987 members 
Entering Unmasked Estep 
Score: -29907942.000000 Penalty: 6109.306152
	Iteration 149Q: 3 clusters Score -2.990794e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -29907888.000000 Penalty: 6109.306152
	Iteration 150Q: 3 clusters Score -2.990789e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -29907954.000000 Penalty: 6109.306152
	Iteration 151Q: 3 clusters Score -2.990795e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 192157 members 
Entering Unmasked Estep 
Score: -29907740.000000 Penalty: 6109.306152
	Iteration 152Q: 3 clusters Score -2.990774e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 193472 members 
Entering Unmasked Estep 
Score: -29907660.000000 Penalty: 6109.306152
	Iteration 153Q: 3 clusters Score -2.990766e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -29907576.000000 Penalty: 6109.306152
	Iteration 154Q: 3 clusters Score -2.990758e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 196056 members 
Entering Unmasked Estep 
Score: -29907552.000000 Penalty: 6109.306152
	Iteration 155Q: 3 clusters Score -2.990755e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 197303 members 
Entering Unmasked Estep 
Score: -29907298.000000 Penalty: 6109.306152
	Iteration 156Q: 3 clusters Score -2.99073e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 198536 members 
Entering Unmasked Estep 
Score: -29907202.000000 Penalty: 6109.306152
	Iteration 157Q: 3 clusters Score -2.99072e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 199734 members 
Entering Unmasked Estep 
Score: -29907188.000000 Penalty: 6109.306152
	Iteration 158Q: 3 clusters Score -2.990719e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 200848 members 
Entering Unmasked Estep 
Score: -29907184.000000 Penalty: 6109.306152
	Iteration 159Q: 3 clusters Score -2.990718e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 201956 members 
Entering Unmasked Estep 
Score: -29907070.000000 Penalty: 6109.306152
	Iteration 160F: 3 clusters Score -2.990707e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 203087 members 
Entering Unmasked Estep 
Score: -29907146.000000 Penalty: 6109.306152
	Iteration 161Q: 3 clusters Score -2.990715e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 204247 members 
Entering Unmasked Estep 
Score: -29907316.000000 Penalty: 6109.306152
	Iteration 162Q: 3 clusters Score -2.990732e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 205408 members 
Entering Unmasked Estep 
Score: -29907512.000000 Penalty: 6109.306152
	Iteration 163Q: 3 clusters Score -2.990751e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 206526 members 
Entering Unmasked Estep 
Score: -29907574.000000 Penalty: 6109.306152
	Iteration 164Q: 3 clusters Score -2.990757e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 207593 members 
Entering Unmasked Estep 
Score: -29907762.000000 Penalty: 6109.306152
	Iteration 165Q: 3 clusters Score -2.990776e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 208645 members 
Entering Unmasked Estep 
Score: -29907816.000000 Penalty: 6109.306152
	Iteration 166Q: 3 clusters Score -2.990782e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 209695 members 
Entering Unmasked Estep 
Score: -29907800.000000 Penalty: 6109.306152
	Iteration 167Q: 3 clusters Score -2.99078e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 210725 members 
Entering Unmasked Estep 
Score: -29907806.000000 Penalty: 6109.306152
	Iteration 168Q: 3 clusters Score -2.990781e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 211706 members 
Entering Unmasked Estep 
Score: -29907838.000000 Penalty: 6109.306152
	Iteration 169Q: 3 clusters Score -2.990784e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 212604 members 
Entering Unmasked Estep 
Score: -29907930.000000 Penalty: 6109.306152
	Iteration 170Q: 3 clusters Score -2.990793e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 213495 members 
Entering Unmasked Estep 
Score: -29908054.000000 Penalty: 6109.306152
	Iteration 171Q: 3 clusters Score -2.990805e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -29908176.000000 Penalty: 6109.306152
	Iteration 172Q: 3 clusters Score -2.990818e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 215067 members 
Entering Unmasked Estep 
Score: -29908278.000000 Penalty: 6109.306152
	Iteration 173Q: 3 clusters Score -2.990828e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 215734 members 
Entering Unmasked Estep 
Score: -29908420.000000 Penalty: 6109.306152
	Iteration 174Q: 3 clusters Score -2.990842e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 216368 members 
Entering Unmasked Estep 
Score: -29908466.000000 Penalty: 6109.306152
	Iteration 175Q: 3 clusters Score -2.990847e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 216932 members 
Entering Unmasked Estep 
Score: -29908426.000000 Penalty: 6109.306152
	Iteration 176Q: 3 clusters Score -2.990843e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 217440 members 
Entering Unmasked Estep 
Score: -29908590.000000 Penalty: 6109.306152
	Iteration 177Q: 3 clusters Score -2.990859e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 217875 members 
Entering Unmasked Estep 
Score: -29908618.000000 Penalty: 6109.306152
	Iteration 178Q: 3 clusters Score -2.990862e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -29908684.000000 Penalty: 6109.306152
	Iteration 179Q: 3 clusters Score -2.990868e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 218635 members 
Entering Unmasked Estep 
Score: -29908674.000000 Penalty: 6109.306152
	Iteration 180F: 3 clusters Score -2.990867e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 218952 members 
Entering Unmasked Estep 
Score: -29908668.000000 Penalty: 6109.306152
	Iteration 181Q: 3 clusters Score -2.990867e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 219256 members 
Entering Unmasked Estep 
Score: -29908728.000000 Penalty: 6109.306152
	Iteration 182Q: 3 clusters Score -2.990873e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 219513 members 
Entering Unmasked Estep 
Score: -29908734.000000 Penalty: 6109.306152
	Iteration 183Q: 3 clusters Score -2.990873e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 219724 members 
Entering Unmasked Estep 
Score: -29908678.000000 Penalty: 6109.306152
	Iteration 184Q: 3 clusters Score -2.990868e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 219909 members 
Entering Unmasked Estep 
Score: -29908674.000000 Penalty: 6109.306152
	Iteration 185Q: 3 clusters Score -2.990867e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 220069 members 
Entering Unmasked Estep 
Score: -29908698.000000 Penalty: 6109.306152
	Iteration 186Q: 3 clusters Score -2.99087e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 220213 members 
Entering Unmasked Estep 
Score: -29908682.000000 Penalty: 6109.306152
	Iteration 187Q: 3 clusters Score -2.990868e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 220363 members 
Entering Unmasked Estep 
Score: -29908764.000000 Penalty: 6109.306152
	Iteration 188Q: 3 clusters Score -2.990876e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 220498 members 
Entering Unmasked Estep 
Score: -29908746.000000 Penalty: 6109.306152
	Iteration 189Q: 3 clusters Score -2.990875e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 220604 members 
Entering Unmasked Estep 
Score: -29908816.000000 Penalty: 6109.306152
	Iteration 190Q: 3 clusters Score -2.990882e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 220701 members 
Entering Unmasked Estep 
Score: -29908762.000000 Penalty: 6109.306152
	Iteration 191Q: 3 clusters Score -2.990876e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 220813 members 
Entering Unmasked Estep 
Score: -29908686.000000 Penalty: 6109.306152
	Iteration 192Q: 3 clusters Score -2.990869e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 220909 members 
Entering Unmasked Estep 
Score: -29908626.000000 Penalty: 6109.306152
	Iteration 193Q: 3 clusters Score -2.990863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 220991 members 
Entering Unmasked Estep 
Score: -29908608.000000 Penalty: 6109.306152
	Iteration 194Q: 3 clusters Score -2.990861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 221063 members 
Entering Unmasked Estep 
Score: -29908582.000000 Penalty: 6109.306152
	Iteration 195Q: 3 clusters Score -2.990858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 221130 members 
Entering Unmasked Estep 
Score: -29908592.000000 Penalty: 6109.306152
	Iteration 196Q: 3 clusters Score -2.990859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 221195 members 
Entering Unmasked Estep 
Score: -29908606.000000 Penalty: 6109.306152
	Iteration 197Q: 3 clusters Score -2.990861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 221251 members 
Entering Unmasked Estep 
Score: -29908594.000000 Penalty: 6109.306152
	Iteration 198Q: 3 clusters Score -2.990859e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 221300 members 
Entering Unmasked Estep 
Score: -29908606.000000 Penalty: 6109.306152
	Iteration 199Q: 3 clusters Score -2.990861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 221358 members 
Entering Unmasked Estep 
Score: -29908664.000000 Penalty: 6109.306152
	Iteration 200F: 3 clusters Score -2.990866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 221402 members 
Entering Unmasked Estep 
Score: -29908664.000000 Penalty: 6109.306152
	Iteration 201Q: 3 clusters Score -2.990866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 221440 members 
Entering Unmasked Estep 
Score: -29908668.000000 Penalty: 6109.306152
	Iteration 202Q: 3 clusters Score -2.990867e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 221478 members 
Entering Unmasked Estep 
Score: -29908666.000000 Penalty: 6109.306152
	Iteration 203Q: 3 clusters Score -2.990867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 221513 members 
Entering Unmasked Estep 
Score: -29908628.000000 Penalty: 6109.306152
	Iteration 204Q: 3 clusters Score -2.990863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 221548 members 
Entering Unmasked Estep 
Score: -29908610.000000 Penalty: 6109.306152
	Iteration 205Q: 3 clusters Score -2.990861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 221568 members 
Entering Unmasked Estep 
Score: -29908594.000000 Penalty: 6109.306152
	Iteration 206Q: 3 clusters Score -2.990859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 221591 members 
Entering Unmasked Estep 
Score: -29908580.000000 Penalty: 6109.306152
	Iteration 207Q: 3 clusters Score -2.990858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 221617 members 
Entering Unmasked Estep 
Score: -29908584.000000 Penalty: 6109.306152
	Iteration 208Q: 3 clusters Score -2.990858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 221644 members 
Entering Unmasked Estep 
Score: -29908620.000000 Penalty: 6109.306152
	Iteration 209Q: 3 clusters Score -2.990862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -29908648.000000 Penalty: 6109.306152
	Iteration 210Q: 3 clusters Score -2.990865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 221693 members 
Entering Unmasked Estep 
Score: -29908600.000000 Penalty: 6109.306152
	Iteration 211Q: 3 clusters Score -2.99086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 221715 members 
Entering Unmasked Estep 
Score: -29908576.000000 Penalty: 6109.306152
	Iteration 212Q: 3 clusters Score -2.990858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 221737 members 
Entering Unmasked Estep 
Score: -29908584.000000 Penalty: 6109.306152
	Iteration 213Q: 3 clusters Score -2.990858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 221751 members 
Entering Unmasked Estep 
Score: -29908592.000000 Penalty: 6109.306152
	Iteration 214Q: 3 clusters Score -2.990859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 221760 members 
Entering Unmasked Estep 
Score: -29908608.000000 Penalty: 6109.306152
	Iteration 215Q: 3 clusters Score -2.990861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 221763 members 
Entering Unmasked Estep 
Score: -29908600.000000 Penalty: 6109.306152
	Iteration 216Q: 3 clusters Score -2.99086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 221768 members 
Entering Unmasked Estep 
Score: -29908610.000000 Penalty: 6109.306152
	Iteration 217Q: 3 clusters Score -2.990861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 221778 members 
Entering Unmasked Estep 
Score: -29908616.000000 Penalty: 6109.306152
	Iteration 218Q: 3 clusters Score -2.990862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 221782 members 
Entering Unmasked Estep 
Score: -29908644.000000 Penalty: 6109.306152
	Iteration 219Q: 3 clusters Score -2.990864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 221795 members 
Entering Unmasked Estep 
Score: -29908644.000000 Penalty: 6109.306152
	Iteration 220F: 3 clusters Score -2.990864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 221806 members 
Entering Unmasked Estep 
Score: -29908642.000000 Penalty: 6109.306152
	Iteration 221Q: 3 clusters Score -2.990864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 221812 members 
Entering Unmasked Estep 
Score: -29908632.000000 Penalty: 6109.306152
	Iteration 222Q: 3 clusters Score -2.990863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 221820 members 
Entering Unmasked Estep 
Score: -29908640.000000 Penalty: 6109.306152
	Iteration 223Q: 3 clusters Score -2.990864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 221829 members 
Entering Unmasked Estep 
Score: -29908612.000000 Penalty: 6109.306152
	Iteration 224Q: 3 clusters Score -2.990861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 221842 members 
Entering Unmasked Estep 
Score: -29908622.000000 Penalty: 6109.306152
	Iteration 225Q: 3 clusters Score -2.990862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 221854 members 
Entering Unmasked Estep 
Score: -29908624.000000 Penalty: 6109.306152
	Iteration 226Q: 3 clusters Score -2.990862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 221871 members 
Entering Unmasked Estep 
Score: -29908658.000000 Penalty: 6109.306152
	Iteration 227Q: 3 clusters Score -2.990866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 221881 members 
Entering Unmasked Estep 
Score: -29908658.000000 Penalty: 6109.306152
	Iteration 228Q: 3 clusters Score -2.990866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 221881 members 
Entering Unmasked Estep 
Score: -29908672.000000 Penalty: 6109.306152
	Iteration 229Q: 3 clusters Score -2.990867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 221882 members 
Entering Unmasked Estep 
Score: -29908678.000000 Penalty: 6109.306152
	Iteration 230Q: 3 clusters Score -2.990868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 221888 members 
Entering Unmasked Estep 
Score: -29908694.000000 Penalty: 6109.306152
	Iteration 231Q: 3 clusters Score -2.990869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 221893 members 
Entering Unmasked Estep 
Score: -29908700.000000 Penalty: 6109.306152
	Iteration 232Q: 3 clusters Score -2.99087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 221898 members 
Entering Unmasked Estep 
Score: -29908702.000000 Penalty: 6109.306152
	Iteration 233Q: 3 clusters Score -2.99087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -29908698.000000 Penalty: 6109.306152
	Iteration 234Q: 3 clusters Score -2.99087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 221911 members 
Entering Unmasked Estep 
Score: -29908694.000000 Penalty: 6109.306152
	Iteration 235Q: 3 clusters Score -2.990869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 221913 members 
Entering Unmasked Estep 
Score: -29908700.000000 Penalty: 6109.306152
	Iteration 236Q: 3 clusters Score -2.99087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 221919 members 
Entering Unmasked Estep 
Score: -29908698.000000 Penalty: 6109.306152
	Iteration 237Q: 3 clusters Score -2.99087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 221924 members 
Entering Unmasked Estep 
Score: -29908670.000000 Penalty: 6109.306152
	Iteration 238Q: 3 clusters Score -2.990867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 221930 members 
Entering Unmasked Estep 
Score: -29908690.000000 Penalty: 6109.306152
	Iteration 239Q: 3 clusters Score -2.990869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 221935 members 
Entering Unmasked Estep 
Score: -29908670.000000 Penalty: 6109.306152
	Iteration 240F: 3 clusters Score -2.990867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 221940 members 
Entering Unmasked Estep 
Score: -29908670.000000 Penalty: 6109.306152
	Iteration 241Q: 3 clusters Score -2.990867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 221945 members 
Entering Unmasked Estep 
Score: -29908660.000000 Penalty: 6109.306152
	Iteration 242Q: 3 clusters Score -2.990866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 221952 members 
Entering Unmasked Estep 
Score: -29908664.000000 Penalty: 6109.306152
	Iteration 243Q: 3 clusters Score -2.990866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 221955 members 
Entering Unmasked Estep 
Score: -29908656.000000 Penalty: 6109.306152
	Iteration 244Q: 3 clusters Score -2.990866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 221962 members 
Entering Unmasked Estep 
Score: -29908686.000000 Penalty: 6109.306152
	Iteration 245Q: 3 clusters Score -2.990869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 221969 members 
Entering Unmasked Estep 
Score: -29908688.000000 Penalty: 6109.306152
	Iteration 246Q: 3 clusters Score -2.990869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 221976 members 
Entering Unmasked Estep 
Score: -29908718.000000 Penalty: 6109.306152
	Iteration 247Q: 3 clusters Score -2.990872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 221981 members 
Entering Unmasked Estep 
Score: -29908728.000000 Penalty: 6109.306152
	Iteration 248Q: 3 clusters Score -2.990873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 221985 members 
Entering Unmasked Estep 
Score: -29908728.000000 Penalty: 6109.306152
	Iteration 249Q: 3 clusters Score -2.990873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 221987 members 
Entering Unmasked Estep 
Score: -29908734.000000 Penalty: 6109.306152
	Iteration 250Q: 3 clusters Score -2.990873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 221992 members 
Entering Unmasked Estep 
Score: -29908722.000000 Penalty: 6109.306152
	Iteration 251Q: 3 clusters Score -2.990872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 221996 members 
Entering Unmasked Estep 
Score: -29908722.000000 Penalty: 6109.306152
	Iteration 252Q: 3 clusters Score -2.990872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 222000 members 
Entering Unmasked Estep 
Score: -29908722.000000 Penalty: 6109.306152
	Iteration 253Q: 3 clusters Score -2.990872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 222003 members 
Entering Unmasked Estep 
Score: -29908718.000000 Penalty: 6109.306152
	Iteration 254Q: 3 clusters Score -2.990872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 222005 members 
Entering Unmasked Estep 
Score: -29908704.000000 Penalty: 6109.306152
	Iteration 255Q: 3 clusters Score -2.99087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 222011 members 
Entering Unmasked Estep 
Score: -29908704.000000 Penalty: 6109.306152
	Iteration 256Q: 3 clusters Score -2.99087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 222021 members 
Entering Unmasked Estep 
Score: -29908700.000000 Penalty: 6109.306152
	Iteration 257Q: 3 clusters Score -2.99087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 222031 members 
Entering Unmasked Estep 
Score: -29908700.000000 Penalty: 6109.306152
	Iteration 258Q: 3 clusters Score -2.99087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 222038 members 
Entering Unmasked Estep 
Score: -29908706.000000 Penalty: 6109.306152
	Iteration 259Q: 3 clusters Score -2.990871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 222043 members 
Entering Unmasked Estep 
Score: -29908716.000000 Penalty: 6109.306152
	Iteration 260F: 3 clusters Score -2.990872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 222047 members 
Entering Unmasked Estep 
Score: -29908692.000000 Penalty: 6109.306152
	Iteration 261Q: 3 clusters Score -2.990869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 222051 members 
Entering Unmasked Estep 
Score: -29908684.000000 Penalty: 6109.306152
	Iteration 262Q: 3 clusters Score -2.990868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 222057 members 
Entering Unmasked Estep 
Score: -29908698.000000 Penalty: 6109.306152
	Iteration 263Q: 3 clusters Score -2.99087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 222061 members 
Entering Unmasked Estep 
Score: -29908694.000000 Penalty: 6109.306152
	Iteration 264Q: 3 clusters Score -2.990869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 222063 members 
Entering Unmasked Estep 
Score: -29908692.000000 Penalty: 6109.306152
	Iteration 265Q: 3 clusters Score -2.990869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 222064 members 
Entering Unmasked Estep 
Score: -29908706.000000 Penalty: 6109.306152
	Iteration 266Q: 3 clusters Score -2.990871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 222067 members 
Entering Unmasked Estep 
Score: -29908720.000000 Penalty: 6109.306152
	Iteration 267Q: 3 clusters Score -2.990872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 222067 members 
Entering Unmasked Estep 
Score: -29908720.000000 Penalty: 6109.306152
	Iteration 268F: 3 clusters Score -2.990872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (238842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238842 members 
Entering Unmasked Estep 
Score: -31951610.000000 Penalty: 3071.122314
	Iteration 0F: 2 clusters Score -3.195161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -31813984.000000 Penalty: 6142.244629
	Iteration 0F: 3 clusters Score -3.181398e+07 nChanged 115243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 119313 members 
Entering Unmasked Estep 
Score: -31881158.000000 Penalty: 6142.244629
	Iteration 1F: 3 clusters Score -3.188116e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -31882100.000000 Penalty: 6142.244629
	Iteration 2Q: 3 clusters Score -3.18821e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -31883200.000000 Penalty: 6142.244629
	Iteration 3Q: 3 clusters Score -3.18832e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -31884704.000000 Penalty: 6142.244629
	Iteration 4Q: 3 clusters Score -3.18847e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -31886642.000000 Penalty: 6142.244629
	Iteration 5Q: 3 clusters Score -3.188664e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -31889336.000000 Penalty: 6142.244629
	Iteration 6Q: 3 clusters Score -3.188934e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -31893540.000000 Penalty: 6142.244629
	Iteration 7Q: 3 clusters Score -3.189354e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -31899166.000000 Penalty: 6142.244629
	Iteration 8Q: 3 clusters Score -3.189917e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -31906326.000000 Penalty: 6142.244629
	Iteration 9F: 3 clusters Score -3.190633e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -31914556.000000 Penalty: 6142.244629
	Iteration 10F: 3 clusters Score -3.191456e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 132943 members 
Entering Unmasked Estep 
Score: -31924132.000000 Penalty: 6142.244629
	Iteration 11F: 3 clusters Score -3.192413e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -31930494.000000 Penalty: 6142.244629
	Iteration 12F: 3 clusters Score -3.193049e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -31933778.000000 Penalty: 6142.244629
	Iteration 13Q: 3 clusters Score -3.193378e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -31935556.000000 Penalty: 6142.244629
	Iteration 14Q: 3 clusters Score -3.193556e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 145542 members 
Entering Unmasked Estep 
Score: -31936480.000000 Penalty: 6142.244629
	Iteration 15Q: 3 clusters Score -3.193648e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -31936972.000000 Penalty: 6142.244629
	Iteration 16Q: 3 clusters Score -3.193697e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -31937538.000000 Penalty: 6142.244629
	Iteration 17Q: 3 clusters Score -3.193754e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -31938342.000000 Penalty: 6142.244629
	Iteration 18Q: 3 clusters Score -3.193834e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -31938852.000000 Penalty: 6142.244629
	Iteration 19Q: 3 clusters Score -3.193885e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -31939324.000000 Penalty: 6142.244629
	Iteration 20F: 3 clusters Score -3.193932e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -31939936.000000 Penalty: 6142.244629
	Iteration 21Q: 3 clusters Score -3.193994e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -31940796.000000 Penalty: 6142.244629
	Iteration 22Q: 3 clusters Score -3.19408e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -31941578.000000 Penalty: 6142.244629
	Iteration 23Q: 3 clusters Score -3.194158e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -31942226.000000 Penalty: 6142.244629
	Iteration 24Q: 3 clusters Score -3.194223e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -31943070.000000 Penalty: 6142.244629
	Iteration 25Q: 3 clusters Score -3.194307e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -31943980.000000 Penalty: 6142.244629
	Iteration 26Q: 3 clusters Score -3.194398e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 178325 members 
Entering Unmasked Estep 
Score: -31945152.000000 Penalty: 6142.244629
	Iteration 27Q: 3 clusters Score -3.194515e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 181893 members 
Entering Unmasked Estep 
Score: -31945948.000000 Penalty: 6142.244629
	Iteration 28Q: 3 clusters Score -3.194595e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -31946802.000000 Penalty: 6142.244629
	Iteration 29Q: 3 clusters Score -3.19468e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -31947892.000000 Penalty: 6142.244629
	Iteration 30Q: 3 clusters Score -3.194789e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 192608 members 
Entering Unmasked Estep 
Score: -31949084.000000 Penalty: 6142.244629
	Iteration 31Q: 3 clusters Score -3.194908e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 196429 members 
Entering Unmasked Estep 
Score: -31950180.000000 Penalty: 6142.244629
	Iteration 32Q: 3 clusters Score -3.195018e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 200180 members 
Entering Unmasked Estep 
Score: -31951152.000000 Penalty: 6142.244629
	Iteration 33Q: 3 clusters Score -3.195115e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 203830 members 
Entering Unmasked Estep 
Score: -31952204.000000 Penalty: 6142.244629
	Iteration 34Q: 3 clusters Score -3.19522e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 207304 members 
Entering Unmasked Estep 
Score: -31953248.000000 Penalty: 6142.244629
	Iteration 35Q: 3 clusters Score -3.195325e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 210511 members 
Entering Unmasked Estep 
Score: -31954108.000000 Penalty: 6142.244629
	Iteration 36Q: 3 clusters Score -3.195411e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -31954874.000000 Penalty: 6142.244629
	Iteration 37Q: 3 clusters Score -3.195487e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 216486 members 
Entering Unmasked Estep 
Score: -31955220.000000 Penalty: 6142.244629
	Iteration 38Q: 3 clusters Score -3.195522e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 219019 members 
Entering Unmasked Estep 
Score: -31955402.000000 Penalty: 6142.244629
	Iteration 39Q: 3 clusters Score -3.19554e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 221242 members 
Entering Unmasked Estep 
Score: -31955438.000000 Penalty: 6142.244629
	Iteration 40F: 3 clusters Score -3.195544e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 223229 members 
Entering Unmasked Estep 
Score: -31955756.000000 Penalty: 6142.244629
	Iteration 41Q: 3 clusters Score -3.195576e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 224883 members 
Entering Unmasked Estep 
Score: -31955804.000000 Penalty: 6142.244629
	Iteration 42Q: 3 clusters Score -3.19558e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 226359 members 
Entering Unmasked Estep 
Score: -31955738.000000 Penalty: 6142.244629
	Iteration 43Q: 3 clusters Score -3.195574e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 227565 members 
Entering Unmasked Estep 
Score: -31955456.000000 Penalty: 6142.244629
	Iteration 44Q: 3 clusters Score -3.195546e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 228500 members 
Entering Unmasked Estep 
Score: -31955356.000000 Penalty: 6142.244629
	Iteration 45Q: 3 clusters Score -3.195536e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 229328 members 
Entering Unmasked Estep 
Score: -31955228.000000 Penalty: 6142.244629
	Iteration 46Q: 3 clusters Score -3.195523e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 230056 members 
Entering Unmasked Estep 
Score: -31954970.000000 Penalty: 6142.244629
	Iteration 47Q: 3 clusters Score -3.195497e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 230654 members 
Entering Unmasked Estep 
Score: -31954968.000000 Penalty: 6142.244629
	Iteration 48Q: 3 clusters Score -3.195497e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 231126 members 
Entering Unmasked Estep 
Score: -31954874.000000 Penalty: 6142.244629
	Iteration 49Q: 3 clusters Score -3.195487e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 231500 members 
Entering Unmasked Estep 
Score: -31954828.000000 Penalty: 6142.244629
	Iteration 50Q: 3 clusters Score -3.195483e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 231807 members 
Entering Unmasked Estep 
Score: -31954796.000000 Penalty: 6142.244629
	Iteration 51Q: 3 clusters Score -3.19548e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 232074 members 
Entering Unmasked Estep 
Score: -31954690.000000 Penalty: 6142.244629
	Iteration 52Q: 3 clusters Score -3.195469e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 232289 members 
Entering Unmasked Estep 
Score: -31954692.000000 Penalty: 6142.244629
	Iteration 53Q: 3 clusters Score -3.195469e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 232441 members 
Entering Unmasked Estep 
Score: -31954632.000000 Penalty: 6142.244629
	Iteration 54Q: 3 clusters Score -3.195463e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 232571 members 
Entering Unmasked Estep 
Score: -31954676.000000 Penalty: 6142.244629
	Iteration 55Q: 3 clusters Score -3.195468e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 232672 members 
Entering Unmasked Estep 
Score: -31954630.000000 Penalty: 6142.244629
	Iteration 56Q: 3 clusters Score -3.195463e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 232772 members 
Entering Unmasked Estep 
Score: -31954552.000000 Penalty: 6142.244629
	Iteration 57Q: 3 clusters Score -3.195455e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 232837 members 
Entering Unmasked Estep 
Score: -31954512.000000 Penalty: 6142.244629
	Iteration 58Q: 3 clusters Score -3.195451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 232897 members 
Entering Unmasked Estep 
Score: -31954470.000000 Penalty: 6142.244629
	Iteration 59Q: 3 clusters Score -3.195447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 232946 members 
Entering Unmasked Estep 
Score: -31954442.000000 Penalty: 6142.244629
	Iteration 60F: 3 clusters Score -3.195444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 232982 members 
Entering Unmasked Estep 
Score: -31954414.000000 Penalty: 6142.244629
	Iteration 61Q: 3 clusters Score -3.195441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 233010 members 
Entering Unmasked Estep 
Score: -31954366.000000 Penalty: 6142.244629
	Iteration 62Q: 3 clusters Score -3.195437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 233048 members 
Entering Unmasked Estep 
Score: -31954364.000000 Penalty: 6142.244629
	Iteration 63Q: 3 clusters Score -3.195436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 233084 members 
Entering Unmasked Estep 
Score: -31954382.000000 Penalty: 6142.244629
	Iteration 64Q: 3 clusters Score -3.195438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 233114 members 
Entering Unmasked Estep 
Score: -31954406.000000 Penalty: 6142.244629
	Iteration 65Q: 3 clusters Score -3.195441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 233148 members 
Entering Unmasked Estep 
Score: -31954344.000000 Penalty: 6142.244629
	Iteration 66Q: 3 clusters Score -3.195434e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 233182 members 
Entering Unmasked Estep 
Score: -31954312.000000 Penalty: 6142.244629
	Iteration 67Q: 3 clusters Score -3.195431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 233220 members 
Entering Unmasked Estep 
Score: -31954336.000000 Penalty: 6142.244629
	Iteration 68Q: 3 clusters Score -3.195434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 233249 members 
Entering Unmasked Estep 
Score: -31954310.000000 Penalty: 6142.244629
	Iteration 69Q: 3 clusters Score -3.195431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 233273 members 
Entering Unmasked Estep 
Score: -31954306.000000 Penalty: 6142.244629
	Iteration 70Q: 3 clusters Score -3.195431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 233294 members 
Entering Unmasked Estep 
Score: -31954260.000000 Penalty: 6142.244629
	Iteration 71Q: 3 clusters Score -3.195426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 233303 members 
Entering Unmasked Estep 
Score: -31954252.000000 Penalty: 6142.244629
	Iteration 72Q: 3 clusters Score -3.195425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 233314 members 
Entering Unmasked Estep 
Score: -31954260.000000 Penalty: 6142.244629
	Iteration 73Q: 3 clusters Score -3.195426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 233326 members 
Entering Unmasked Estep 
Score: -31954230.000000 Penalty: 6142.244629
	Iteration 74Q: 3 clusters Score -3.195423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 233338 members 
Entering Unmasked Estep 
Score: -31954268.000000 Penalty: 6142.244629
	Iteration 75Q: 3 clusters Score -3.195427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 233346 members 
Entering Unmasked Estep 
Score: -31954238.000000 Penalty: 6142.244629
	Iteration 76Q: 3 clusters Score -3.195424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 233354 members 
Entering Unmasked Estep 
Score: -31954256.000000 Penalty: 6142.244629
	Iteration 77Q: 3 clusters Score -3.195426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 233360 members 
Entering Unmasked Estep 
Score: -31954240.000000 Penalty: 6142.244629
	Iteration 78Q: 3 clusters Score -3.195424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 233366 members 
Entering Unmasked Estep 
Score: -31954238.000000 Penalty: 6142.244629
	Iteration 79Q: 3 clusters Score -3.195424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 233369 members 
Entering Unmasked Estep 
Score: -31954242.000000 Penalty: 6142.244629
	Iteration 80F: 3 clusters Score -3.195424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 233371 members 
Entering Unmasked Estep 
Score: -31954232.000000 Penalty: 6142.244629
	Iteration 81Q: 3 clusters Score -3.195423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 233373 members 
Entering Unmasked Estep 
Score: -31954240.000000 Penalty: 6142.244629
	Iteration 82Q: 3 clusters Score -3.195424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 233378 members 
Entering Unmasked Estep 
Score: -31954240.000000 Penalty: 6142.244629
	Iteration 83Q: 3 clusters Score -3.195424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 233380 members 
Entering Unmasked Estep 
Score: -31954228.000000 Penalty: 6142.244629
	Iteration 84Q: 3 clusters Score -3.195423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 233381 members 
Entering Unmasked Estep 
Score: -31954236.000000 Penalty: 6142.244629
	Iteration 85Q: 3 clusters Score -3.195424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 233383 members 
Entering Unmasked Estep 
Score: -31954234.000000 Penalty: 6142.244629
	Iteration 86Q: 3 clusters Score -3.195423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 233384 members 
Entering Unmasked Estep 
Score: -31954222.000000 Penalty: 6142.244629
	Iteration 87Q: 3 clusters Score -3.195422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 233385 members 
Entering Unmasked Estep 
Score: -31954228.000000 Penalty: 6142.244629
	Iteration 88Q: 3 clusters Score -3.195423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 233385 members 
Entering Unmasked Estep 
Score: -31954228.000000 Penalty: 6142.244629
	Iteration 89F: 3 clusters Score -3.195423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 14841 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 113337 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 233385 members 
Entering Unmasked Estep 
Score: -181072928.000000 Penalty: 108826.757812
Splitting cluster 12 changes total score from -181069792.000000 to -181072928.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (20384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Entering Unmasked Estep 
Score: -2491362.000000 Penalty: 2460.781250
	Iteration 0F: 2 clusters Score -2491362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2477115.750000 Penalty: 4921.562500
	Iteration 0F: 3 clusters Score -2477116 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2482054.250000 Penalty: 4921.562500
	Iteration 1F: 3 clusters Score -2482054 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2482737.000000 Penalty: 4921.562500
	Iteration 2F: 3 clusters Score -2482737 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2483459.000000 Penalty: 4921.562500
	Iteration 3F: 3 clusters Score -2483459 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2484143.000000 Penalty: 4921.562500
	Iteration 4F: 3 clusters Score -2484143 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2484841.750000 Penalty: 4921.562500
	Iteration 5F: 3 clusters Score -2484842 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2485438.750000 Penalty: 4921.562500
	Iteration 6F: 3 clusters Score -2485439 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2485910.250000 Penalty: 4921.562500
	Iteration 7Q: 3 clusters Score -2485910 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2486307.750000 Penalty: 4921.562500
	Iteration 8Q: 3 clusters Score -2486308 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2486625.750000 Penalty: 4921.562500
	Iteration 9Q: 3 clusters Score -2486626 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2486848.500000 Penalty: 4921.562500
	Iteration 10Q: 3 clusters Score -2486848 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2487015.500000 Penalty: 4921.562500
	Iteration 11Q: 3 clusters Score -2487016 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2487164.250000 Penalty: 4921.562500
	Iteration 12Q: 3 clusters Score -2487164 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2487281.750000 Penalty: 4921.562500
	Iteration 13Q: 3 clusters Score -2487282 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2487424.000000 Penalty: 4921.562500
	Iteration 14Q: 3 clusters Score -2487424 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2487519.500000 Penalty: 4921.562500
	Iteration 15Q: 3 clusters Score -2487520 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2487620.500000 Penalty: 4921.562500
	Iteration 16Q: 3 clusters Score -2487620 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2487688.750000 Penalty: 4921.562500
	Iteration 17Q: 3 clusters Score -2487689 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2487747.500000 Penalty: 4921.562500
	Iteration 18Q: 3 clusters Score -2487748 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2487794.750000 Penalty: 4921.562500
	Iteration 19Q: 3 clusters Score -2487795 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2487863.750000 Penalty: 4921.562500
	Iteration 20F: 3 clusters Score -2487864 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2487931.500000 Penalty: 4921.562500
	Iteration 21Q: 3 clusters Score -2487932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2487994.000000 Penalty: 4921.562500
	Iteration 22Q: 3 clusters Score -2487994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2488045.000000 Penalty: 4921.562500
	Iteration 23Q: 3 clusters Score -2488045 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2488104.750000 Penalty: 4921.562500
	Iteration 24Q: 3 clusters Score -2488105 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2488157.750000 Penalty: 4921.562500
	Iteration 25Q: 3 clusters Score -2488158 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2488220.750000 Penalty: 4921.562500
	Iteration 26Q: 3 clusters Score -2488221 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2488278.500000 Penalty: 4921.562500
	Iteration 27Q: 3 clusters Score -2488278 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2488337.750000 Penalty: 4921.562500
	Iteration 28Q: 3 clusters Score -2488338 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2488392.750000 Penalty: 4921.562500
	Iteration 29Q: 3 clusters Score -2488393 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2488464.250000 Penalty: 4921.562500
	Iteration 30Q: 3 clusters Score -2488464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2488533.500000 Penalty: 4921.562500
	Iteration 31Q: 3 clusters Score -2488534 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2488594.500000 Penalty: 4921.562500
	Iteration 32Q: 3 clusters Score -2488594 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2488666.000000 Penalty: 4921.562500
	Iteration 33Q: 3 clusters Score -2488666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2488733.750000 Penalty: 4921.562500
	Iteration 34Q: 3 clusters Score -2488734 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2488804.750000 Penalty: 4921.562500
	Iteration 35Q: 3 clusters Score -2488805 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2488858.250000 Penalty: 4921.562500
	Iteration 36Q: 3 clusters Score -2488858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2488910.750000 Penalty: 4921.562500
	Iteration 37Q: 3 clusters Score -2488911 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2488964.500000 Penalty: 4921.562500
	Iteration 38Q: 3 clusters Score -2488964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2489002.000000 Penalty: 4921.562500
	Iteration 39Q: 3 clusters Score -2489002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2489029.000000 Penalty: 4921.562500
	Iteration 40F: 3 clusters Score -2489029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2489072.750000 Penalty: 4921.562500
	Iteration 41Q: 3 clusters Score -2489073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2489100.750000 Penalty: 4921.562500
	Iteration 42Q: 3 clusters Score -2489101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2489127.250000 Penalty: 4921.562500
	Iteration 43Q: 3 clusters Score -2489127 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2489155.000000 Penalty: 4921.562500
	Iteration 44Q: 3 clusters Score -2489155 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2489180.500000 Penalty: 4921.562500
	Iteration 45Q: 3 clusters Score -2489180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2489214.250000 Penalty: 4921.562500
	Iteration 46Q: 3 clusters Score -2489214 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2489234.000000 Penalty: 4921.562500
	Iteration 47Q: 3 clusters Score -2489234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2489263.750000 Penalty: 4921.562500
	Iteration 48Q: 3 clusters Score -2489264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2489290.000000 Penalty: 4921.562500
	Iteration 49Q: 3 clusters Score -2489290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2489326.250000 Penalty: 4921.562500
	Iteration 50Q: 3 clusters Score -2489326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2489354.250000 Penalty: 4921.562500
	Iteration 51Q: 3 clusters Score -2489354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2489383.500000 Penalty: 4921.562500
	Iteration 52Q: 3 clusters Score -2489384 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2489416.250000 Penalty: 4921.562500
	Iteration 53Q: 3 clusters Score -2489416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2489445.000000 Penalty: 4921.562500
	Iteration 54Q: 3 clusters Score -2489445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2489471.500000 Penalty: 4921.562500
	Iteration 55Q: 3 clusters Score -2489472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2489497.500000 Penalty: 4921.562500
	Iteration 56Q: 3 clusters Score -2489498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2489512.000000 Penalty: 4921.562500
	Iteration 57Q: 3 clusters Score -2489512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2489537.250000 Penalty: 4921.562500
	Iteration 58Q: 3 clusters Score -2489537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2489564.750000 Penalty: 4921.562500
	Iteration 59Q: 3 clusters Score -2489565 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2489587.750000 Penalty: 4921.562500
	Iteration 60F: 3 clusters Score -2489588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2489611.250000 Penalty: 4921.562500
	Iteration 61Q: 3 clusters Score -2489611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2489628.000000 Penalty: 4921.562500
	Iteration 62Q: 3 clusters Score -2489628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2489650.750000 Penalty: 4921.562500
	Iteration 63Q: 3 clusters Score -2489651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2489670.250000 Penalty: 4921.562500
	Iteration 64Q: 3 clusters Score -2489670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2489695.000000 Penalty: 4921.562500
	Iteration 65Q: 3 clusters Score -2489695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2489709.250000 Penalty: 4921.562500
	Iteration 66Q: 3 clusters Score -2489709 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2489742.500000 Penalty: 4921.562500
	Iteration 67Q: 3 clusters Score -2489742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2489781.250000 Penalty: 4921.562500
	Iteration 68Q: 3 clusters Score -2489781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2489811.000000 Penalty: 4921.562500
	Iteration 69Q: 3 clusters Score -2489811 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2489829.750000 Penalty: 4921.562500
	Iteration 70Q: 3 clusters Score -2489830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2489863.500000 Penalty: 4921.562500
	Iteration 71Q: 3 clusters Score -2489864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2489881.250000 Penalty: 4921.562500
	Iteration 72Q: 3 clusters Score -2489881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2489895.500000 Penalty: 4921.562500
	Iteration 73Q: 3 clusters Score -2489896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2489908.750000 Penalty: 4921.562500
	Iteration 74Q: 3 clusters Score -2489909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2489924.750000 Penalty: 4921.562500
	Iteration 75Q: 3 clusters Score -2489925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2489931.500000 Penalty: 4921.562500
	Iteration 76Q: 3 clusters Score -2489932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2489939.750000 Penalty: 4921.562500
	Iteration 77Q: 3 clusters Score -2489940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2489952.250000 Penalty: 4921.562500
	Iteration 78Q: 3 clusters Score -2489952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2489959.500000 Penalty: 4921.562500
	Iteration 79Q: 3 clusters Score -2489960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2489960.750000 Penalty: 4921.562500
	Iteration 80F: 3 clusters Score -2489961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2489963.750000 Penalty: 4921.562500
	Iteration 81Q: 3 clusters Score -2489964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2489982.250000 Penalty: 4921.562500
	Iteration 82Q: 3 clusters Score -2489982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2489993.000000 Penalty: 4921.562500
	Iteration 83Q: 3 clusters Score -2489993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2489997.500000 Penalty: 4921.562500
	Iteration 84Q: 3 clusters Score -2489998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2490006.000000 Penalty: 4921.562500
	Iteration 85Q: 3 clusters Score -2490006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2490013.250000 Penalty: 4921.562500
	Iteration 86Q: 3 clusters Score -2490013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2490022.500000 Penalty: 4921.562500
	Iteration 87Q: 3 clusters Score -2490022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2490025.250000 Penalty: 4921.562500
	Iteration 88Q: 3 clusters Score -2490025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2490033.750000 Penalty: 4921.562500
	Iteration 89Q: 3 clusters Score -2490034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2490028.750000 Penalty: 4921.562500
	Iteration 90Q: 3 clusters Score -2490029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2490042.500000 Penalty: 4921.562500
	Iteration 91Q: 3 clusters Score -2490042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2490049.500000 Penalty: 4921.562500
	Iteration 92Q: 3 clusters Score -2490050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2490053.500000 Penalty: 4921.562500
	Iteration 93Q: 3 clusters Score -2490054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2490068.000000 Penalty: 4921.562500
	Iteration 94Q: 3 clusters Score -2490068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2490081.500000 Penalty: 4921.562500
	Iteration 95Q: 3 clusters Score -2490082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2490085.000000 Penalty: 4921.562500
	Iteration 96Q: 3 clusters Score -2490085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2490090.500000 Penalty: 4921.562500
	Iteration 97Q: 3 clusters Score -2490090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2490090.750000 Penalty: 4921.562500
	Iteration 98Q: 3 clusters Score -2490091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2490098.000000 Penalty: 4921.562500
	Iteration 99Q: 3 clusters Score -2490098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2490101.500000 Penalty: 4921.562500
	Iteration 100F: 3 clusters Score -2490102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2490105.500000 Penalty: 4921.562500
	Iteration 101Q: 3 clusters Score -2490106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2490108.250000 Penalty: 4921.562500
	Iteration 102Q: 3 clusters Score -2490108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2490104.000000 Penalty: 4921.562500
	Iteration 103Q: 3 clusters Score -2490104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2490107.250000 Penalty: 4921.562500
	Iteration 104Q: 3 clusters Score -2490107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2490111.250000 Penalty: 4921.562500
	Iteration 105Q: 3 clusters Score -2490111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2490113.500000 Penalty: 4921.562500
	Iteration 106Q: 3 clusters Score -2490114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2490115.250000 Penalty: 4921.562500
	Iteration 107Q: 3 clusters Score -2490115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2490118.250000 Penalty: 4921.562500
	Iteration 108Q: 3 clusters Score -2490118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2490114.750000 Penalty: 4921.562500
	Iteration 109Q: 3 clusters Score -2490115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2490113.750000 Penalty: 4921.562500
	Iteration 110Q: 3 clusters Score -2490114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2490117.500000 Penalty: 4921.562500
	Iteration 111Q: 3 clusters Score -2490118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2490117.500000 Penalty: 4921.562500
	Iteration 112Q: 3 clusters Score -2490118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2490120.250000 Penalty: 4921.562500
	Iteration 113Q: 3 clusters Score -2490120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2490120.250000 Penalty: 4921.562500
	Iteration 114Q: 3 clusters Score -2490120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2490120.250000 Penalty: 4921.562500
	Iteration 115Q: 3 clusters Score -2490120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2490120.750000 Penalty: 4921.562500
	Iteration 116Q: 3 clusters Score -2490121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2490119.500000 Penalty: 4921.562500
	Iteration 117Q: 3 clusters Score -2490120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2490119.500000 Penalty: 4921.562500
	Iteration 118F: 3 clusters Score -2490120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -273433.468750 Penalty: 1937.870972
	Iteration 0F: 2 clusters Score -273433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270565.031250 Penalty: 3875.741943
	Iteration 0F: 3 clusters Score -270565 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271986.406250 Penalty: 3875.741943
	Iteration 1F: 3 clusters Score -271986.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -273147.906250 Penalty: 3875.741943
	Iteration 2F: 3 clusters Score -273147.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273673.531250 Penalty: 3875.741943
	Iteration 3F: 3 clusters Score -273673.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274065.812500 Penalty: 3875.741943
	Iteration 4F: 3 clusters Score -274065.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -274372.125000 Penalty: 3875.741943
	Iteration 5F: 3 clusters Score -274372.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -274533.406250 Penalty: 3875.741943
	Iteration 6Q: 3 clusters Score -274533.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -274615.937500 Penalty: 3875.741943
	Iteration 7Q: 3 clusters Score -274615.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -274659.937500 Penalty: 3875.741943
	Iteration 8Q: 3 clusters Score -274659.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -274689.500000 Penalty: 3875.741943
	Iteration 9Q: 3 clusters Score -274689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -274700.531250 Penalty: 3875.741943
	Iteration 10Q: 3 clusters Score -274700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -274709.687500 Penalty: 3875.741943
	Iteration 11Q: 3 clusters Score -274709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -274725.312500 Penalty: 3875.741943
	Iteration 12Q: 3 clusters Score -274725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -274739.875000 Penalty: 3875.741943
	Iteration 13Q: 3 clusters Score -274739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -274753.625000 Penalty: 3875.741943
	Iteration 14Q: 3 clusters Score -274753.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -274766.562500 Penalty: 3875.741943
	Iteration 15Q: 3 clusters Score -274766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -274768.625000 Penalty: 3875.741943
	Iteration 16Q: 3 clusters Score -274768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -274770.156250 Penalty: 3875.741943
	Iteration 17Q: 3 clusters Score -274770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -274777.375000 Penalty: 3875.741943
	Iteration 18Q: 3 clusters Score -274777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -274781.406250 Penalty: 3875.741943
	Iteration 19Q: 3 clusters Score -274781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -274781.406250 Penalty: 3875.741943
	Iteration 20F: 3 clusters Score -274781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 14841 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 113337 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 233385 members 
Mstep: Class 32 contains 343 members 
Entering Unmasked Estep 
Score: -181072880.000000 Penalty: 112337.296875
Splitting cluster 14 changes total score from -181069792.000000 to -181072880.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (14759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Entering Unmasked Estep 
Score: -1909842.875000 Penalty: 2380.702881
	Iteration 0F: 2 clusters Score -1909843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1899034.250000 Penalty: 4761.405762
	Iteration 0F: 3 clusters Score -1899034 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1902744.375000 Penalty: 4761.405762
	Iteration 1F: 3 clusters Score -1902744 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1903445.500000 Penalty: 4761.405762
	Iteration 2F: 3 clusters Score -1903446 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1904025.750000 Penalty: 4761.405762
	Iteration 3F: 3 clusters Score -1904026 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1904676.875000 Penalty: 4761.405762
	Iteration 4F: 3 clusters Score -1904677 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1905531.125000 Penalty: 4761.405762
	Iteration 5F: 3 clusters Score -1905531 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1906612.125000 Penalty: 4761.405762
	Iteration 6F: 3 clusters Score -1906612 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1907570.125000 Penalty: 4761.405762
	Iteration 7F: 3 clusters Score -1907570 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1908281.625000 Penalty: 4761.405762
	Iteration 8F: 3 clusters Score -1908282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1908706.875000 Penalty: 4761.405762
	Iteration 9Q: 3 clusters Score -1908707 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1908938.375000 Penalty: 4761.405762
	Iteration 10Q: 3 clusters Score -1908938 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1909055.875000 Penalty: 4761.405762
	Iteration 11Q: 3 clusters Score -1909056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1909118.375000 Penalty: 4761.405762
	Iteration 12Q: 3 clusters Score -1909118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1909166.750000 Penalty: 4761.405762
	Iteration 13Q: 3 clusters Score -1909167 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1909205.750000 Penalty: 4761.405762
	Iteration 14Q: 3 clusters Score -1909206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1909229.375000 Penalty: 4761.405762
	Iteration 15Q: 3 clusters Score -1909229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1909243.250000 Penalty: 4761.405762
	Iteration 16Q: 3 clusters Score -1909243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1909260.125000 Penalty: 4761.405762
	Iteration 17Q: 3 clusters Score -1909260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1909264.125000 Penalty: 4761.405762
	Iteration 18Q: 3 clusters Score -1909264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1909274.875000 Penalty: 4761.405762
	Iteration 19Q: 3 clusters Score -1909275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1909286.000000 Penalty: 4761.405762
	Iteration 20F: 3 clusters Score -1909286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1909287.375000 Penalty: 4761.405762
	Iteration 21Q: 3 clusters Score -1909287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1909297.625000 Penalty: 4761.405762
	Iteration 22Q: 3 clusters Score -1909298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1909303.375000 Penalty: 4761.405762
	Iteration 23Q: 3 clusters Score -1909303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1909302.625000 Penalty: 4761.405762
	Iteration 24Q: 3 clusters Score -1909303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1909309.000000 Penalty: 4761.405762
	Iteration 25Q: 3 clusters Score -1909309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1909310.750000 Penalty: 4761.405762
	Iteration 26Q: 3 clusters Score -1909311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1909310.750000 Penalty: 4761.405762
	Iteration 27Q: 3 clusters Score -1909311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1909311.000000 Penalty: 4761.405762
	Iteration 28Q: 3 clusters Score -1909311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1909316.625000 Penalty: 4761.405762
	Iteration 29Q: 3 clusters Score -1909317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1909317.625000 Penalty: 4761.405762
	Iteration 30Q: 3 clusters Score -1909318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1909316.500000 Penalty: 4761.405762
	Iteration 31Q: 3 clusters Score -1909316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1909316.500000 Penalty: 4761.405762
	Iteration 32F: 3 clusters Score -1909316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Entering Unmasked Estep 
Score: -6489049.000000 Penalty: 2677.585205
	Iteration 0F: 2 clusters Score -6489049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -6456158.500000 Penalty: 5355.170410
	Iteration 0F: 3 clusters Score -6456158 nChanged 22642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6469069.000000 Penalty: 5355.170410
	Iteration 1F: 3 clusters Score -6469069 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -6469845.500000 Penalty: 5355.170410
	Iteration 2Q: 3 clusters Score -6469846 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -6470825.500000 Penalty: 5355.170410
	Iteration 3Q: 3 clusters Score -6470826 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6472021.000000 Penalty: 5355.170410
	Iteration 4F: 3 clusters Score -6472021 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -6473637.000000 Penalty: 5355.170410
	Iteration 5F: 3 clusters Score -6473637 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -6475798.000000 Penalty: 5355.170410
	Iteration 6F: 3 clusters Score -6475798 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -6478237.000000 Penalty: 5355.170410
	Iteration 7F: 3 clusters Score -6478237 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6480678.500000 Penalty: 5355.170410
	Iteration 8F: 3 clusters Score -6480678 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -6482612.500000 Penalty: 5355.170410
	Iteration 9F: 3 clusters Score -6482612 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6484088.500000 Penalty: 5355.170410
	Iteration 10Q: 3 clusters Score -6484088 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6485101.000000 Penalty: 5355.170410
	Iteration 11Q: 3 clusters Score -6485101 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6485722.500000 Penalty: 5355.170410
	Iteration 12Q: 3 clusters Score -6485722 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6486123.000000 Penalty: 5355.170410
	Iteration 13Q: 3 clusters Score -6486123 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6486314.000000 Penalty: 5355.170410
	Iteration 14Q: 3 clusters Score -6486314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6486454.000000 Penalty: 5355.170410
	Iteration 15Q: 3 clusters Score -6486454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6486544.000000 Penalty: 5355.170410
	Iteration 16Q: 3 clusters Score -6486544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6486591.500000 Penalty: 5355.170410
	Iteration 17Q: 3 clusters Score -6486592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6486625.000000 Penalty: 5355.170410
	Iteration 18Q: 3 clusters Score -6486625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6486652.000000 Penalty: 5355.170410
	Iteration 19Q: 3 clusters Score -6486652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6486667.500000 Penalty: 5355.170410
	Iteration 20F: 3 clusters Score -6486668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6486689.000000 Penalty: 5355.170410
	Iteration 21Q: 3 clusters Score -6486689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6486701.000000 Penalty: 5355.170410
	Iteration 22Q: 3 clusters Score -6486701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6486715.500000 Penalty: 5355.170410
	Iteration 23Q: 3 clusters Score -6486716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6486719.500000 Penalty: 5355.170410
	Iteration 24Q: 3 clusters Score -6486720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6486719.500000 Penalty: 5355.170410
	Iteration 25Q: 3 clusters Score -6486720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6486729.500000 Penalty: 5355.170410
	Iteration 26Q: 3 clusters Score -6486730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6486738.500000 Penalty: 5355.170410
	Iteration 27Q: 3 clusters Score -6486738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6486743.000000 Penalty: 5355.170410
	Iteration 28Q: 3 clusters Score -6486743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6486751.500000 Penalty: 5355.170410
	Iteration 29Q: 3 clusters Score -6486752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6486753.500000 Penalty: 5355.170410
	Iteration 30Q: 3 clusters Score -6486754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6486750.500000 Penalty: 5355.170410
	Iteration 31Q: 3 clusters Score -6486750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6486754.000000 Penalty: 5355.170410
	Iteration 32Q: 3 clusters Score -6486754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6486753.500000 Penalty: 5355.170410
	Iteration 33Q: 3 clusters Score -6486754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6486756.500000 Penalty: 5355.170410
	Iteration 34Q: 3 clusters Score -6486756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6486756.500000 Penalty: 5355.170410
	Iteration 35F: 3 clusters Score -6486756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (140696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140696 members 
Entering Unmasked Estep 
Score: -18668942.000000 Penalty: 2939.880371
	Iteration 0F: 2 clusters Score -1.866894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -18576244.000000 Penalty: 5879.760742
	Iteration 0F: 3 clusters Score -1.857624e+07 nChanged 67189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -18614518.000000 Penalty: 5879.760742
	Iteration 1F: 3 clusters Score -1.861452e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -18615594.000000 Penalty: 5879.760742
	Iteration 2Q: 3 clusters Score -1.861559e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -18616608.000000 Penalty: 5879.760742
	Iteration 3Q: 3 clusters Score -1.861661e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -18617764.000000 Penalty: 5879.760742
	Iteration 4Q: 3 clusters Score -1.861776e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -18619648.000000 Penalty: 5879.760742
	Iteration 5Q: 3 clusters Score -1.861965e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -18623094.000000 Penalty: 5879.760742
	Iteration 6F: 3 clusters Score -1.862309e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -18629078.000000 Penalty: 5879.760742
	Iteration 7F: 3 clusters Score -1.862908e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -18638112.000000 Penalty: 5879.760742
	Iteration 8F: 3 clusters Score -1.863811e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -18649328.000000 Penalty: 5879.760742
	Iteration 9F: 3 clusters Score -1.864933e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -18658538.000000 Penalty: 5879.760742
	Iteration 10F: 3 clusters Score -1.865854e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -18663314.000000 Penalty: 5879.760742
	Iteration 11Q: 3 clusters Score -1.866331e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -18665278.000000 Penalty: 5879.760742
	Iteration 12Q: 3 clusters Score -1.866528e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -18666070.000000 Penalty: 5879.760742
	Iteration 13Q: 3 clusters Score -1.866607e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18666408.000000 Penalty: 5879.760742
	Iteration 14Q: 3 clusters Score -1.866641e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140046 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18666544.000000 Penalty: 5879.760742
	Iteration 15Q: 3 clusters Score -1.866654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -18666644.000000 Penalty: 5879.760742
	Iteration 16Q: 3 clusters Score -1.866664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18666724.000000 Penalty: 5879.760742
	Iteration 17Q: 3 clusters Score -1.866672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18666780.000000 Penalty: 5879.760742
	Iteration 18Q: 3 clusters Score -1.866678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18666854.000000 Penalty: 5879.760742
	Iteration 19Q: 3 clusters Score -1.866685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18666904.000000 Penalty: 5879.760742
	Iteration 20F: 3 clusters Score -1.86669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18666926.000000 Penalty: 5879.760742
	Iteration 21Q: 3 clusters Score -1.866693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18666978.000000 Penalty: 5879.760742
	Iteration 22Q: 3 clusters Score -1.866698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140208 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18666990.000000 Penalty: 5879.760742
	Iteration 23Q: 3 clusters Score -1.866699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18667012.000000 Penalty: 5879.760742
	Iteration 24Q: 3 clusters Score -1.866701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18667046.000000 Penalty: 5879.760742
	Iteration 25Q: 3 clusters Score -1.866705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18667096.000000 Penalty: 5879.760742
	Iteration 26Q: 3 clusters Score -1.86671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18667118.000000 Penalty: 5879.760742
	Iteration 27Q: 3 clusters Score -1.866712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18667132.000000 Penalty: 5879.760742
	Iteration 28Q: 3 clusters Score -1.866713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18667156.000000 Penalty: 5879.760742
	Iteration 29Q: 3 clusters Score -1.866716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18667180.000000 Penalty: 5879.760742
	Iteration 30Q: 3 clusters Score -1.866718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18667192.000000 Penalty: 5879.760742
	Iteration 31Q: 3 clusters Score -1.866719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140197 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18667202.000000 Penalty: 5879.760742
	Iteration 32Q: 3 clusters Score -1.86672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140192 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18667210.000000 Penalty: 5879.760742
	Iteration 33Q: 3 clusters Score -1.866721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18667222.000000 Penalty: 5879.760742
	Iteration 34Q: 3 clusters Score -1.866722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18667212.000000 Penalty: 5879.760742
	Iteration 35Q: 3 clusters Score -1.866721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18667208.000000 Penalty: 5879.760742
	Iteration 36Q: 3 clusters Score -1.866721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18667218.000000 Penalty: 5879.760742
	Iteration 37Q: 3 clusters Score -1.866722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18667214.000000 Penalty: 5879.760742
	Iteration 38Q: 3 clusters Score -1.866721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18667218.000000 Penalty: 5879.760742
	Iteration 39Q: 3 clusters Score -1.866722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -18667234.000000 Penalty: 5879.760742
	Iteration 40F: 3 clusters Score -1.866723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18667260.000000 Penalty: 5879.760742
	Iteration 41Q: 3 clusters Score -1.866726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18667290.000000 Penalty: 5879.760742
	Iteration 42Q: 3 clusters Score -1.866729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18667302.000000 Penalty: 5879.760742
	Iteration 43Q: 3 clusters Score -1.86673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18667308.000000 Penalty: 5879.760742
	Iteration 44Q: 3 clusters Score -1.866731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -18667322.000000 Penalty: 5879.760742
	Iteration 45Q: 3 clusters Score -1.866732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18667308.000000 Penalty: 5879.760742
	Iteration 46Q: 3 clusters Score -1.866731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -18667324.000000 Penalty: 5879.760742
	Iteration 47Q: 3 clusters Score -1.866732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140112 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18667318.000000 Penalty: 5879.760742
	Iteration 48Q: 3 clusters Score -1.866732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -18667314.000000 Penalty: 5879.760742
	Iteration 49Q: 3 clusters Score -1.866731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18667320.000000 Penalty: 5879.760742
	Iteration 50Q: 3 clusters Score -1.866732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18667324.000000 Penalty: 5879.760742
	Iteration 51Q: 3 clusters Score -1.866732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18667320.000000 Penalty: 5879.760742
	Iteration 52Q: 3 clusters Score -1.866732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18667326.000000 Penalty: 5879.760742
	Iteration 53Q: 3 clusters Score -1.866733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18667328.000000 Penalty: 5879.760742
	Iteration 54Q: 3 clusters Score -1.866733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18667330.000000 Penalty: 5879.760742
	Iteration 55F: 3 clusters Score -1.866733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18667332.000000 Penalty: 5879.760742
	Iteration 56Q: 3 clusters Score -1.866733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18667332.000000 Penalty: 5879.760742
	Iteration 57Q: 3 clusters Score -1.866733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18667340.000000 Penalty: 5879.760742
	Iteration 58Q: 3 clusters Score -1.866734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18667332.000000 Penalty: 5879.760742
	Iteration 59Q: 3 clusters Score -1.866733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18667328.000000 Penalty: 5879.760742
	Iteration 60F: 3 clusters Score -1.866733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18667326.000000 Penalty: 5879.760742
	Iteration 61Q: 3 clusters Score -1.866733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18667332.000000 Penalty: 5879.760742
	Iteration 62Q: 3 clusters Score -1.866733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18667340.000000 Penalty: 5879.760742
	Iteration 63Q: 3 clusters Score -1.866734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18667340.000000 Penalty: 5879.760742
	Iteration 64F: 3 clusters Score -1.866734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -134692.578125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -134692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132763.828125 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -132763.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133030.828125 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -133030.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133128.484375 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -133128.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133217.718750 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -133217.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133316.562500 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -133316.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133460.125000 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -133460.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133528.828125 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -133528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133572.609375 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -133572.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133612.671875 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -133612.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133628.218750 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -133628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133636.156250 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -133636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133644.625000 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -133644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133647.687500 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -133647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133655.875000 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -133655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133664.171875 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -133664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133669.984375 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -133670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133676.046875 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -133676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133680.484375 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -133680.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133685.890625 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -133685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -133688.031250 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -133688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133689.234375 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -133689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133690.171875 Penalty: 3446.176758
	Iteration 21Q: 3 clusters Score -133690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133690.171875 Penalty: 3446.176758
	Iteration 22F: 3 clusters Score -133690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (72672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Entering Unmasked Estep 
Score: -9642152.000000 Penalty: 2776.040283
	Iteration 0F: 2 clusters Score -9642152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -9593416.000000 Penalty: 5552.080566
	Iteration 0F: 3 clusters Score -9593416 nChanged 33945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -9612953.000000 Penalty: 5552.080566
	Iteration 1F: 3 clusters Score -9612953 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9613885.000000 Penalty: 5552.080566
	Iteration 2Q: 3 clusters Score -9613885 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -9614893.000000 Penalty: 5552.080566
	Iteration 3Q: 3 clusters Score -9614893 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -9616097.000000 Penalty: 5552.080566
	Iteration 4Q: 3 clusters Score -9616097 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -9617808.000000 Penalty: 5552.080566
	Iteration 5Q: 3 clusters Score -9617808 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -9620019.000000 Penalty: 5552.080566
	Iteration 6F: 3 clusters Score -9620019 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9622949.000000 Penalty: 5552.080566
	Iteration 7F: 3 clusters Score -9622949 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -9626367.000000 Penalty: 5552.080566
	Iteration 8F: 3 clusters Score -9626367 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -9630055.000000 Penalty: 5552.080566
	Iteration 9F: 3 clusters Score -9630055 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -9633268.000000 Penalty: 5552.080566
	Iteration 10Q: 3 clusters Score -9633268 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -9635514.000000 Penalty: 5552.080566
	Iteration 11Q: 3 clusters Score -9635514 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -9636818.000000 Penalty: 5552.080566
	Iteration 12Q: 3 clusters Score -9636818 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -9637405.000000 Penalty: 5552.080566
	Iteration 13Q: 3 clusters Score -9637405 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -9637669.000000 Penalty: 5552.080566
	Iteration 14Q: 3 clusters Score -9637669 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -9637817.000000 Penalty: 5552.080566
	Iteration 15Q: 3 clusters Score -9637817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -9637913.000000 Penalty: 5552.080566
	Iteration 16Q: 3 clusters Score -9637913 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -9637977.000000 Penalty: 5552.080566
	Iteration 17Q: 3 clusters Score -9637977 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -9638040.000000 Penalty: 5552.080566
	Iteration 18Q: 3 clusters Score -9638040 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -9638091.000000 Penalty: 5552.080566
	Iteration 19Q: 3 clusters Score -9638091 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -9638141.000000 Penalty: 5552.080566
	Iteration 20F: 3 clusters Score -9638141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -9638135.000000 Penalty: 5552.080566
	Iteration 21Q: 3 clusters Score -9638135 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -9638157.000000 Penalty: 5552.080566
	Iteration 22Q: 3 clusters Score -9638157 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -9638178.000000 Penalty: 5552.080566
	Iteration 23Q: 3 clusters Score -9638178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -9638219.000000 Penalty: 5552.080566
	Iteration 24Q: 3 clusters Score -9638219 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -9638225.000000 Penalty: 5552.080566
	Iteration 25Q: 3 clusters Score -9638225 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -9638210.000000 Penalty: 5552.080566
	Iteration 26Q: 3 clusters Score -9638210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -9638267.000000 Penalty: 5552.080566
	Iteration 27Q: 3 clusters Score -9638267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -9638274.000000 Penalty: 5552.080566
	Iteration 28Q: 3 clusters Score -9638274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -9638286.000000 Penalty: 5552.080566
	Iteration 29Q: 3 clusters Score -9638286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -9638289.000000 Penalty: 5552.080566
	Iteration 30Q: 3 clusters Score -9638289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -9638294.000000 Penalty: 5552.080566
	Iteration 31Q: 3 clusters Score -9638294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -9638289.000000 Penalty: 5552.080566
	Iteration 32Q: 3 clusters Score -9638289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -9638292.000000 Penalty: 5552.080566
	Iteration 33Q: 3 clusters Score -9638292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -9638328.000000 Penalty: 5552.080566
	Iteration 34Q: 3 clusters Score -9638328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9638332.000000 Penalty: 5552.080566
	Iteration 35Q: 3 clusters Score -9638332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -9638376.000000 Penalty: 5552.080566
	Iteration 36Q: 3 clusters Score -9638376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9638383.000000 Penalty: 5552.080566
	Iteration 37Q: 3 clusters Score -9638383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -9638422.000000 Penalty: 5552.080566
	Iteration 38Q: 3 clusters Score -9638422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -9638423.000000 Penalty: 5552.080566
	Iteration 39Q: 3 clusters Score -9638423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -9638447.000000 Penalty: 5552.080566
	Iteration 40F: 3 clusters Score -9638447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -9638463.000000 Penalty: 5552.080566
	Iteration 41Q: 3 clusters Score -9638463 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -9638496.000000 Penalty: 5552.080566
	Iteration 42Q: 3 clusters Score -9638496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -9638522.000000 Penalty: 5552.080566
	Iteration 43Q: 3 clusters Score -9638522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -9638501.000000 Penalty: 5552.080566
	Iteration 44Q: 3 clusters Score -9638501 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -9638529.000000 Penalty: 5552.080566
	Iteration 45Q: 3 clusters Score -9638529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -9638548.000000 Penalty: 5552.080566
	Iteration 46Q: 3 clusters Score -9638548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -9638555.000000 Penalty: 5552.080566
	Iteration 47Q: 3 clusters Score -9638555 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -9638594.000000 Penalty: 5552.080566
	Iteration 48Q: 3 clusters Score -9638594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -9638617.000000 Penalty: 5552.080566
	Iteration 49Q: 3 clusters Score -9638617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9638654.000000 Penalty: 5552.080566
	Iteration 50Q: 3 clusters Score -9638654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -9638707.000000 Penalty: 5552.080566
	Iteration 51Q: 3 clusters Score -9638707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -9638725.000000 Penalty: 5552.080566
	Iteration 52Q: 3 clusters Score -9638725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -9638759.000000 Penalty: 5552.080566
	Iteration 53Q: 3 clusters Score -9638759 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9638789.000000 Penalty: 5552.080566
	Iteration 54Q: 3 clusters Score -9638789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -9638857.000000 Penalty: 5552.080566
	Iteration 55Q: 3 clusters Score -9638857 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -9638901.000000 Penalty: 5552.080566
	Iteration 56Q: 3 clusters Score -9638901 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -9638953.000000 Penalty: 5552.080566
	Iteration 57Q: 3 clusters Score -9638953 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -9639007.000000 Penalty: 5552.080566
	Iteration 58Q: 3 clusters Score -9639007 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9639070.000000 Penalty: 5552.080566
	Iteration 59Q: 3 clusters Score -9639070 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -9639117.000000 Penalty: 5552.080566
	Iteration 60F: 3 clusters Score -9639117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -9639166.000000 Penalty: 5552.080566
	Iteration 61Q: 3 clusters Score -9639166 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -9639245.000000 Penalty: 5552.080566
	Iteration 62Q: 3 clusters Score -9639245 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -9639284.000000 Penalty: 5552.080566
	Iteration 63Q: 3 clusters Score -9639284 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -9639349.000000 Penalty: 5552.080566
	Iteration 64Q: 3 clusters Score -9639349 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -9639424.000000 Penalty: 5552.080566
	Iteration 65Q: 3 clusters Score -9639424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -9639467.000000 Penalty: 5552.080566
	Iteration 66Q: 3 clusters Score -9639467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9639535.000000 Penalty: 5552.080566
	Iteration 67Q: 3 clusters Score -9639535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -9639570.000000 Penalty: 5552.080566
	Iteration 68Q: 3 clusters Score -9639570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -9639621.000000 Penalty: 5552.080566
	Iteration 69Q: 3 clusters Score -9639621 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -9639710.000000 Penalty: 5552.080566
	Iteration 70Q: 3 clusters Score -9639710 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -9639750.000000 Penalty: 5552.080566
	Iteration 71Q: 3 clusters Score -9639750 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -9639768.000000 Penalty: 5552.080566
	Iteration 72Q: 3 clusters Score -9639768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -9639796.000000 Penalty: 5552.080566
	Iteration 73Q: 3 clusters Score -9639796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -9639823.000000 Penalty: 5552.080566
	Iteration 74Q: 3 clusters Score -9639823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -9639860.000000 Penalty: 5552.080566
	Iteration 75Q: 3 clusters Score -9639860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -9639868.000000 Penalty: 5552.080566
	Iteration 76Q: 3 clusters Score -9639868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9639890.000000 Penalty: 5552.080566
	Iteration 77Q: 3 clusters Score -9639890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -9639907.000000 Penalty: 5552.080566
	Iteration 78Q: 3 clusters Score -9639907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -9639924.000000 Penalty: 5552.080566
	Iteration 79Q: 3 clusters Score -9639924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9639944.000000 Penalty: 5552.080566
	Iteration 80F: 3 clusters Score -9639944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -9639971.000000 Penalty: 5552.080566
	Iteration 81Q: 3 clusters Score -9639971 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -9639969.000000 Penalty: 5552.080566
	Iteration 82Q: 3 clusters Score -9639969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -9639977.000000 Penalty: 5552.080566
	Iteration 83Q: 3 clusters Score -9639977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -9639993.000000 Penalty: 5552.080566
	Iteration 84Q: 3 clusters Score -9639993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -9640018.000000 Penalty: 5552.080566
	Iteration 85Q: 3 clusters Score -9640018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -9640014.000000 Penalty: 5552.080566
	Iteration 86Q: 3 clusters Score -9640014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -9640013.000000 Penalty: 5552.080566
	Iteration 87Q: 3 clusters Score -9640013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9640029.000000 Penalty: 5552.080566
	Iteration 88Q: 3 clusters Score -9640029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -9640033.000000 Penalty: 5552.080566
	Iteration 89Q: 3 clusters Score -9640033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9640030.000000 Penalty: 5552.080566
	Iteration 90Q: 3 clusters Score -9640030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9640039.000000 Penalty: 5552.080566
	Iteration 91Q: 3 clusters Score -9640039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -9640049.000000 Penalty: 5552.080566
	Iteration 92Q: 3 clusters Score -9640049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -9640056.000000 Penalty: 5552.080566
	Iteration 93Q: 3 clusters Score -9640056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -9640062.000000 Penalty: 5552.080566
	Iteration 94Q: 3 clusters Score -9640062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9640078.000000 Penalty: 5552.080566
	Iteration 95Q: 3 clusters Score -9640078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -9640078.000000 Penalty: 5552.080566
	Iteration 96Q: 3 clusters Score -9640078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -9640094.000000 Penalty: 5552.080566
	Iteration 97Q: 3 clusters Score -9640094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -9640097.000000 Penalty: 5552.080566
	Iteration 98Q: 3 clusters Score -9640097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -9640097.000000 Penalty: 5552.080566
	Iteration 99Q: 3 clusters Score -9640097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -9640099.000000 Penalty: 5552.080566
	Iteration 100F: 3 clusters Score -9640099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -9640106.000000 Penalty: 5552.080566
	Iteration 101Q: 3 clusters Score -9640106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -9640099.000000 Penalty: 5552.080566
	Iteration 102Q: 3 clusters Score -9640099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -9640103.000000 Penalty: 5552.080566
	Iteration 103Q: 3 clusters Score -9640103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -9640102.000000 Penalty: 5552.080566
	Iteration 104Q: 3 clusters Score -9640102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -9640104.000000 Penalty: 5552.080566
	Iteration 105Q: 3 clusters Score -9640104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -9640109.000000 Penalty: 5552.080566
	Iteration 106Q: 3 clusters Score -9640109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9640102.000000 Penalty: 5552.080566
	Iteration 107Q: 3 clusters Score -9640102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9640106.000000 Penalty: 5552.080566
	Iteration 108Q: 3 clusters Score -9640106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -9640106.000000 Penalty: 5552.080566
	Iteration 109Q: 3 clusters Score -9640106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -9640102.000000 Penalty: 5552.080566
	Iteration 110Q: 3 clusters Score -9640102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -9640104.000000 Penalty: 5552.080566
	Iteration 111Q: 3 clusters Score -9640104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9640098.000000 Penalty: 5552.080566
	Iteration 112Q: 3 clusters Score -9640098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -9640102.000000 Penalty: 5552.080566
	Iteration 113Q: 3 clusters Score -9640102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -9640109.000000 Penalty: 5552.080566
	Iteration 114Q: 3 clusters Score -9640109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -9640105.000000 Penalty: 5552.080566
	Iteration 115Q: 3 clusters Score -9640105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -9640105.000000 Penalty: 5552.080566
	Iteration 116F: 3 clusters Score -9640105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -628689.500000 Penalty: 2102.862305
	Iteration 0F: 2 clusters Score -628689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -624301.437500 Penalty: 4205.724609
	Iteration 0F: 3 clusters Score -624301.4 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -625370.812500 Penalty: 4205.724609
	Iteration 1F: 3 clusters Score -625370.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -625599.937500 Penalty: 4205.724609
	Iteration 2F: 3 clusters Score -625599.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -625743.375000 Penalty: 4205.724609
	Iteration 3Q: 3 clusters Score -625743.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -625870.687500 Penalty: 4205.724609
	Iteration 4Q: 3 clusters Score -625870.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -625975.062500 Penalty: 4205.724609
	Iteration 5Q: 3 clusters Score -625975.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -626044.437500 Penalty: 4205.724609
	Iteration 6Q: 3 clusters Score -626044.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -626090.875000 Penalty: 4205.724609
	Iteration 7Q: 3 clusters Score -626090.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -626127.187500 Penalty: 4205.724609
	Iteration 8Q: 3 clusters Score -626127.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -626156.000000 Penalty: 4205.724609
	Iteration 9Q: 3 clusters Score -626156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -626182.187500 Penalty: 4205.724609
	Iteration 10Q: 3 clusters Score -626182.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -626203.187500 Penalty: 4205.724609
	Iteration 11Q: 3 clusters Score -626203.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -626224.812500 Penalty: 4205.724609
	Iteration 12Q: 3 clusters Score -626224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -626242.625000 Penalty: 4205.724609
	Iteration 13Q: 3 clusters Score -626242.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -626256.750000 Penalty: 4205.724609
	Iteration 14Q: 3 clusters Score -626256.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -626270.812500 Penalty: 4205.724609
	Iteration 15Q: 3 clusters Score -626270.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -626280.437500 Penalty: 4205.724609
	Iteration 16Q: 3 clusters Score -626280.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -626285.750000 Penalty: 4205.724609
	Iteration 17Q: 3 clusters Score -626285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -626292.250000 Penalty: 4205.724609
	Iteration 18Q: 3 clusters Score -626292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -626295.125000 Penalty: 4205.724609
	Iteration 19Q: 3 clusters Score -626295.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -626305.062500 Penalty: 4205.724609
	Iteration 20F: 3 clusters Score -626305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -626317.000000 Penalty: 4205.724609
	Iteration 21Q: 3 clusters Score -626317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -626326.250000 Penalty: 4205.724609
	Iteration 22Q: 3 clusters Score -626326.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -626332.937500 Penalty: 4205.724609
	Iteration 23Q: 3 clusters Score -626332.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -626342.250000 Penalty: 4205.724609
	Iteration 24Q: 3 clusters Score -626342.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -626352.312500 Penalty: 4205.724609
	Iteration 25Q: 3 clusters Score -626352.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -626360.375000 Penalty: 4205.724609
	Iteration 26Q: 3 clusters Score -626360.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -626367.937500 Penalty: 4205.724609
	Iteration 27Q: 3 clusters Score -626367.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -626379.562500 Penalty: 4205.724609
	Iteration 28Q: 3 clusters Score -626379.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -626398.062500 Penalty: 4205.724609
	Iteration 29Q: 3 clusters Score -626398.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -626412.812500 Penalty: 4205.724609
	Iteration 30Q: 3 clusters Score -626412.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -626426.312500 Penalty: 4205.724609
	Iteration 31Q: 3 clusters Score -626426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -626435.562500 Penalty: 4205.724609
	Iteration 32Q: 3 clusters Score -626435.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -626446.812500 Penalty: 4205.724609
	Iteration 33Q: 3 clusters Score -626446.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -626463.750000 Penalty: 4205.724609
	Iteration 34Q: 3 clusters Score -626463.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -626490.687500 Penalty: 4205.724609
	Iteration 35Q: 3 clusters Score -626490.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -626511.187500 Penalty: 4205.724609
	Iteration 36Q: 3 clusters Score -626511.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -626530.375000 Penalty: 4205.724609
	Iteration 37Q: 3 clusters Score -626530.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -626549.562500 Penalty: 4205.724609
	Iteration 38Q: 3 clusters Score -626549.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -626568.562500 Penalty: 4205.724609
	Iteration 39Q: 3 clusters Score -626568.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -626587.375000 Penalty: 4205.724609
	Iteration 40F: 3 clusters Score -626587.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -626614.625000 Penalty: 4205.724609
	Iteration 41Q: 3 clusters Score -626614.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -626644.625000 Penalty: 4205.724609
	Iteration 42Q: 3 clusters Score -626644.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -626669.062500 Penalty: 4205.724609
	Iteration 43Q: 3 clusters Score -626669.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -626692.312500 Penalty: 4205.724609
	Iteration 44Q: 3 clusters Score -626692.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -626714.625000 Penalty: 4205.724609
	Iteration 45Q: 3 clusters Score -626714.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -626734.812500 Penalty: 4205.724609
	Iteration 46Q: 3 clusters Score -626734.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -626749.812500 Penalty: 4205.724609
	Iteration 47Q: 3 clusters Score -626749.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -626765.437500 Penalty: 4205.724609
	Iteration 48Q: 3 clusters Score -626765.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -626779.812500 Penalty: 4205.724609
	Iteration 49Q: 3 clusters Score -626779.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -626792.687500 Penalty: 4205.724609
	Iteration 50Q: 3 clusters Score -626792.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -626802.812500 Penalty: 4205.724609
	Iteration 51Q: 3 clusters Score -626802.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -626818.562500 Penalty: 4205.724609
	Iteration 52Q: 3 clusters Score -626818.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -626829.812500 Penalty: 4205.724609
	Iteration 53Q: 3 clusters Score -626829.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -626841.750000 Penalty: 4205.724609
	Iteration 54Q: 3 clusters Score -626841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -626850.062500 Penalty: 4205.724609
	Iteration 55Q: 3 clusters Score -626850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -626857.187500 Penalty: 4205.724609
	Iteration 56Q: 3 clusters Score -626857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -626863.500000 Penalty: 4205.724609
	Iteration 57Q: 3 clusters Score -626863.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -626873.250000 Penalty: 4205.724609
	Iteration 58Q: 3 clusters Score -626873.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -626882.125000 Penalty: 4205.724609
	Iteration 59Q: 3 clusters Score -626882.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -626890.687500 Penalty: 4205.724609
	Iteration 60F: 3 clusters Score -626890.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -626905.875000 Penalty: 4205.724609
	Iteration 61Q: 3 clusters Score -626905.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -626916.375000 Penalty: 4205.724609
	Iteration 62Q: 3 clusters Score -626916.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -626924.187500 Penalty: 4205.724609
	Iteration 63Q: 3 clusters Score -626924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -626938.187500 Penalty: 4205.724609
	Iteration 64Q: 3 clusters Score -626938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -626954.875000 Penalty: 4205.724609
	Iteration 65Q: 3 clusters Score -626954.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -626970.812500 Penalty: 4205.724609
	Iteration 66Q: 3 clusters Score -626970.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -626982.312500 Penalty: 4205.724609
	Iteration 67Q: 3 clusters Score -626982.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -626991.000000 Penalty: 4205.724609
	Iteration 68Q: 3 clusters Score -626991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -626996.937500 Penalty: 4205.724609
	Iteration 69Q: 3 clusters Score -626996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -627003.562500 Penalty: 4205.724609
	Iteration 70Q: 3 clusters Score -627003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -627009.000000 Penalty: 4205.724609
	Iteration 71Q: 3 clusters Score -627009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -627014.375000 Penalty: 4205.724609
	Iteration 72Q: 3 clusters Score -627014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -627022.625000 Penalty: 4205.724609
	Iteration 73Q: 3 clusters Score -627022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -627027.937500 Penalty: 4205.724609
	Iteration 74Q: 3 clusters Score -627027.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -627040.062500 Penalty: 4205.724609
	Iteration 75Q: 3 clusters Score -627040.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -627051.125000 Penalty: 4205.724609
	Iteration 76Q: 3 clusters Score -627051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -627061.312500 Penalty: 4205.724609
	Iteration 77Q: 3 clusters Score -627061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -627063.625000 Penalty: 4205.724609
	Iteration 78Q: 3 clusters Score -627063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -627065.562500 Penalty: 4205.724609
	Iteration 79Q: 3 clusters Score -627065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -627064.812500 Penalty: 4205.724609
	Iteration 80F: 3 clusters Score -627064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -627064.500000 Penalty: 4205.724609
	Iteration 81Q: 3 clusters Score -627064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -627064.500000 Penalty: 4205.724609
	Iteration 82F: 3 clusters Score -627064.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -607646.125000 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -607646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -603250.437500 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -603250.4 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -604354.687500 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -604354.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -604634.375000 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -604634.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -604875.625000 Penalty: 4211.257324
	Iteration 3F: 3 clusters Score -604875.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -605115.875000 Penalty: 4211.257324
	Iteration 4F: 3 clusters Score -605115.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -605383.000000 Penalty: 4211.257324
	Iteration 5F: 3 clusters Score -605383 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -605675.562500 Penalty: 4211.257324
	Iteration 6F: 3 clusters Score -605675.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -605989.000000 Penalty: 4211.257324
	Iteration 7F: 3 clusters Score -605989 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -606328.375000 Penalty: 4211.257324
	Iteration 8F: 3 clusters Score -606328.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -606571.625000 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -606571.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -606755.250000 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -606755.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -606910.687500 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -606910.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -607042.250000 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -607042.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -607138.937500 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -607138.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -607241.937500 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -607241.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -607370.562500 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -607370.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -607520.500000 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -607520.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -607582.875000 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -607582.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -607678.750000 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -607678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -607864.312500 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -607864.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -608100.687500 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -608100.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -608174.437500 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -608174.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -608205.437500 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -608205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -608217.812500 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -608217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -608222.437500 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -608222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -608223.625000 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -608223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -608226.250000 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -608226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -608227.437500 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -608227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -608228.625000 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -608228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -608229.625000 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -608229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -608232.125000 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -608232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -608233.125000 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -608233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -608233.187500 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -608233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -608234.625000 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -608234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -608236.125000 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -608236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -608237.687500 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -608237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -608237.125000 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -608237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -608237.875000 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -608237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -608237.875000 Penalty: 4211.257324
	Iteration 38F: 3 clusters Score -608237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 14841 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 113337 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 233385 members 
Mstep: Class 32 contains 343 members 
Mstep: Class 33 contains 1619 members 
Entering Unmasked Estep 
Score: -181072192.000000 Penalty: 115847.835938
Splitting cluster 21 changes total score from -181069792.000000 to -181072192.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -1915390.500000 Penalty: 2382.076904
	Iteration 0F: 2 clusters Score -1915390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1904653.750000 Penalty: 4764.153809
	Iteration 0F: 3 clusters Score -1904654 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1908209.250000 Penalty: 4764.153809
	Iteration 1F: 3 clusters Score -1908209 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1908845.750000 Penalty: 4764.153809
	Iteration 2F: 3 clusters Score -1908846 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1909607.500000 Penalty: 4764.153809
	Iteration 3F: 3 clusters Score -1909608 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1910443.875000 Penalty: 4764.153809
	Iteration 4F: 3 clusters Score -1910444 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1911270.000000 Penalty: 4764.153809
	Iteration 5F: 3 clusters Score -1911270 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1911993.000000 Penalty: 4764.153809
	Iteration 6F: 3 clusters Score -1911993 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1912556.000000 Penalty: 4764.153809
	Iteration 7F: 3 clusters Score -1912556 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1912944.375000 Penalty: 4764.153809
	Iteration 8Q: 3 clusters Score -1912944 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1913180.500000 Penalty: 4764.153809
	Iteration 9Q: 3 clusters Score -1913180 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1913335.125000 Penalty: 4764.153809
	Iteration 10Q: 3 clusters Score -1913335 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1913461.625000 Penalty: 4764.153809
	Iteration 11Q: 3 clusters Score -1913462 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1913571.625000 Penalty: 4764.153809
	Iteration 12Q: 3 clusters Score -1913572 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1913692.750000 Penalty: 4764.153809
	Iteration 13Q: 3 clusters Score -1913693 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1913862.000000 Penalty: 4764.153809
	Iteration 14Q: 3 clusters Score -1913862 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1914056.875000 Penalty: 4764.153809
	Iteration 15Q: 3 clusters Score -1914057 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1914270.500000 Penalty: 4764.153809
	Iteration 16Q: 3 clusters Score -1914270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1914479.375000 Penalty: 4764.153809
	Iteration 17Q: 3 clusters Score -1914479 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1914640.250000 Penalty: 4764.153809
	Iteration 18Q: 3 clusters Score -1914640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1914764.875000 Penalty: 4764.153809
	Iteration 19Q: 3 clusters Score -1914765 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1914869.750000 Penalty: 4764.153809
	Iteration 20F: 3 clusters Score -1914870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1914944.750000 Penalty: 4764.153809
	Iteration 21Q: 3 clusters Score -1914945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1915049.000000 Penalty: 4764.153809
	Iteration 22Q: 3 clusters Score -1915049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1915198.875000 Penalty: 4764.153809
	Iteration 23Q: 3 clusters Score -1915199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1915423.500000 Penalty: 4764.153809
	Iteration 24Q: 3 clusters Score -1915424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1915521.500000 Penalty: 4764.153809
	Iteration 25Q: 3 clusters Score -1915522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1915553.750000 Penalty: 4764.153809
	Iteration 26Q: 3 clusters Score -1915554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1915565.750000 Penalty: 4764.153809
	Iteration 27Q: 3 clusters Score -1915566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1915568.750000 Penalty: 4764.153809
	Iteration 28Q: 3 clusters Score -1915569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1915573.750000 Penalty: 4764.153809
	Iteration 29Q: 3 clusters Score -1915574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1915578.625000 Penalty: 4764.153809
	Iteration 30Q: 3 clusters Score -1915579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1915578.125000 Penalty: 4764.153809
	Iteration 31Q: 3 clusters Score -1915578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1915578.875000 Penalty: 4764.153809
	Iteration 32Q: 3 clusters Score -1915579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1915577.000000 Penalty: 4764.153809
	Iteration 33Q: 3 clusters Score -1915577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1915575.500000 Penalty: 4764.153809
	Iteration 34Q: 3 clusters Score -1915576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1915578.750000 Penalty: 4764.153809
	Iteration 35Q: 3 clusters Score -1915579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1915579.000000 Penalty: 4764.153809
	Iteration 36Q: 3 clusters Score -1915579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1915579.875000 Penalty: 4764.153809
	Iteration 37Q: 3 clusters Score -1915580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1915579.875000 Penalty: 4764.153809
	Iteration 38F: 3 clusters Score -1915580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 10171 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 113337 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 233385 members 
Mstep: Class 32 contains 343 members 
Mstep: Class 33 contains 1619 members 
Mstep: Class 34 contains 4670 members 
Entering Unmasked Estep 
Score: -181070592.000000 Penalty: 119358.375000
Splitting cluster 22 changes total score from -181069792.000000 to -181070592.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (31183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Entering Unmasked Estep 
Score: -4110234.000000 Penalty: 2566.211914
	Iteration 0F: 2 clusters Score -4110234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4088842.250000 Penalty: 5132.423828
	Iteration 0F: 3 clusters Score -4088842 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -4096326.500000 Penalty: 5132.423828
	Iteration 1F: 3 clusters Score -4096326 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4096778.250000 Penalty: 5132.423828
	Iteration 2Q: 3 clusters Score -4096778 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4097263.250000 Penalty: 5132.423828
	Iteration 3Q: 3 clusters Score -4097263 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4097821.750000 Penalty: 5132.423828
	Iteration 4Q: 3 clusters Score -4097822 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4098433.250000 Penalty: 5132.423828
	Iteration 5Q: 3 clusters Score -4098433 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4099164.750000 Penalty: 5132.423828
	Iteration 6Q: 3 clusters Score -4099165 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4099974.750000 Penalty: 5132.423828
	Iteration 7Q: 3 clusters Score -4099975 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4100906.000000 Penalty: 5132.423828
	Iteration 8Q: 3 clusters Score -4100906 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4101808.750000 Penalty: 5132.423828
	Iteration 9Q: 3 clusters Score -4101809 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4102801.500000 Penalty: 5132.423828
	Iteration 10F: 3 clusters Score -4102802 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4103775.250000 Penalty: 5132.423828
	Iteration 11Q: 3 clusters Score -4103775 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4104715.500000 Penalty: 5132.423828
	Iteration 12Q: 3 clusters Score -4104716 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4105578.500000 Penalty: 5132.423828
	Iteration 13Q: 3 clusters Score -4105578 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4106306.750000 Penalty: 5132.423828
	Iteration 14Q: 3 clusters Score -4106307 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4106913.250000 Penalty: 5132.423828
	Iteration 15Q: 3 clusters Score -4106913 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4107311.500000 Penalty: 5132.423828
	Iteration 16Q: 3 clusters Score -4107312 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4107562.500000 Penalty: 5132.423828
	Iteration 17Q: 3 clusters Score -4107562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4107725.750000 Penalty: 5132.423828
	Iteration 18Q: 3 clusters Score -4107726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4107818.250000 Penalty: 5132.423828
	Iteration 19Q: 3 clusters Score -4107818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4107880.000000 Penalty: 5132.423828
	Iteration 20F: 3 clusters Score -4107880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4107933.250000 Penalty: 5132.423828
	Iteration 21Q: 3 clusters Score -4107933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4107975.500000 Penalty: 5132.423828
	Iteration 22Q: 3 clusters Score -4107976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4108000.250000 Penalty: 5132.423828
	Iteration 23Q: 3 clusters Score -4108000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4108026.250000 Penalty: 5132.423828
	Iteration 24Q: 3 clusters Score -4108026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4108033.750000 Penalty: 5132.423828
	Iteration 25Q: 3 clusters Score -4108034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -4108050.250000 Penalty: 5132.423828
	Iteration 26Q: 3 clusters Score -4108050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4108066.250000 Penalty: 5132.423828
	Iteration 27Q: 3 clusters Score -4108066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4108064.250000 Penalty: 5132.423828
	Iteration 28Q: 3 clusters Score -4108064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4108069.500000 Penalty: 5132.423828
	Iteration 29Q: 3 clusters Score -4108070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4108079.750000 Penalty: 5132.423828
	Iteration 30Q: 3 clusters Score -4108080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4108081.000000 Penalty: 5132.423828
	Iteration 31Q: 3 clusters Score -4108081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4108084.000000 Penalty: 5132.423828
	Iteration 32Q: 3 clusters Score -4108084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4108084.750000 Penalty: 5132.423828
	Iteration 33Q: 3 clusters Score -4108085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4108084.500000 Penalty: 5132.423828
	Iteration 34Q: 3 clusters Score -4108084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4108086.750000 Penalty: 5132.423828
	Iteration 35Q: 3 clusters Score -4108087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4108087.750000 Penalty: 5132.423828
	Iteration 36Q: 3 clusters Score -4108088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4108091.500000 Penalty: 5132.423828
	Iteration 37Q: 3 clusters Score -4108092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4108088.750000 Penalty: 5132.423828
	Iteration 38Q: 3 clusters Score -4108089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4108088.750000 Penalty: 5132.423828
	Iteration 39F: 3 clusters Score -4108089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Entering Unmasked Estep 
Score: -1069529.875000 Penalty: 2233.887939
	Iteration 0F: 2 clusters Score -1069530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1063037.500000 Penalty: 4467.775879
	Iteration 0F: 3 clusters Score -1063038 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1064791.875000 Penalty: 4467.775879
	Iteration 1F: 3 clusters Score -1064792 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1065178.750000 Penalty: 4467.775879
	Iteration 2F: 3 clusters Score -1065179 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1065733.625000 Penalty: 4467.775879
	Iteration 3F: 3 clusters Score -1065734 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1066601.125000 Penalty: 4467.775879
	Iteration 4F: 3 clusters Score -1066601 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1067674.875000 Penalty: 4467.775879
	Iteration 5F: 3 clusters Score -1067675 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1068453.375000 Penalty: 4467.775879
	Iteration 6F: 3 clusters Score -1068453 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1068769.750000 Penalty: 4467.775879
	Iteration 7F: 3 clusters Score -1068770 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1068875.875000 Penalty: 4467.775879
	Iteration 8Q: 3 clusters Score -1068876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1068924.250000 Penalty: 4467.775879
	Iteration 9Q: 3 clusters Score -1068924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1068943.125000 Penalty: 4467.775879
	Iteration 10Q: 3 clusters Score -1068943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1068956.750000 Penalty: 4467.775879
	Iteration 11Q: 3 clusters Score -1068957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1068968.875000 Penalty: 4467.775879
	Iteration 12Q: 3 clusters Score -1068969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1068973.375000 Penalty: 4467.775879
	Iteration 13Q: 3 clusters Score -1068973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1068973.875000 Penalty: 4467.775879
	Iteration 14Q: 3 clusters Score -1068974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1068977.125000 Penalty: 4467.775879
	Iteration 15Q: 3 clusters Score -1068977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1068978.125000 Penalty: 4467.775879
	Iteration 16Q: 3 clusters Score -1068978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1068979.750000 Penalty: 4467.775879
	Iteration 17Q: 3 clusters Score -1068980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1068979.000000 Penalty: 4467.775879
	Iteration 18Q: 3 clusters Score -1068979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1068979.000000 Penalty: 4467.775879
	Iteration 19F: 3 clusters Score -1068979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -754341.375000 Penalty: 2142.046387
	Iteration 0F: 2 clusters Score -754341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -749406.562500 Penalty: 4284.092773
	Iteration 0F: 3 clusters Score -749406.6 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -750637.437500 Penalty: 4284.092773
	Iteration 1F: 3 clusters Score -750637.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -750838.312500 Penalty: 4284.092773
	Iteration 2F: 3 clusters Score -750838.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -750983.687500 Penalty: 4284.092773
	Iteration 3Q: 3 clusters Score -750983.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -751104.312500 Penalty: 4284.092773
	Iteration 4Q: 3 clusters Score -751104.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -751219.687500 Penalty: 4284.092773
	Iteration 5Q: 3 clusters Score -751219.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -751314.875000 Penalty: 4284.092773
	Iteration 6Q: 3 clusters Score -751314.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -751395.437500 Penalty: 4284.092773
	Iteration 7Q: 3 clusters Score -751395.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -751464.562500 Penalty: 4284.092773
	Iteration 8Q: 3 clusters Score -751464.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -751520.625000 Penalty: 4284.092773
	Iteration 9Q: 3 clusters Score -751520.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -751566.312500 Penalty: 4284.092773
	Iteration 10Q: 3 clusters Score -751566.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -751613.187500 Penalty: 4284.092773
	Iteration 11Q: 3 clusters Score -751613.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -751651.375000 Penalty: 4284.092773
	Iteration 12Q: 3 clusters Score -751651.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -751681.687500 Penalty: 4284.092773
	Iteration 13Q: 3 clusters Score -751681.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -751729.125000 Penalty: 4284.092773
	Iteration 14Q: 3 clusters Score -751729.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -751766.750000 Penalty: 4284.092773
	Iteration 15Q: 3 clusters Score -751766.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -751801.750000 Penalty: 4284.092773
	Iteration 16Q: 3 clusters Score -751801.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -751835.000000 Penalty: 4284.092773
	Iteration 17Q: 3 clusters Score -751835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -751867.562500 Penalty: 4284.092773
	Iteration 18Q: 3 clusters Score -751867.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -751902.125000 Penalty: 4284.092773
	Iteration 19Q: 3 clusters Score -751902.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -751933.125000 Penalty: 4284.092773
	Iteration 20F: 3 clusters Score -751933.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -751957.250000 Penalty: 4284.092773
	Iteration 21Q: 3 clusters Score -751957.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -751976.375000 Penalty: 4284.092773
	Iteration 22Q: 3 clusters Score -751976.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -751989.875000 Penalty: 4284.092773
	Iteration 23Q: 3 clusters Score -751989.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -752002.125000 Penalty: 4284.092773
	Iteration 24Q: 3 clusters Score -752002.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -752014.562500 Penalty: 4284.092773
	Iteration 25Q: 3 clusters Score -752014.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -752029.000000 Penalty: 4284.092773
	Iteration 26Q: 3 clusters Score -752029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -752036.125000 Penalty: 4284.092773
	Iteration 27Q: 3 clusters Score -752036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -752043.312500 Penalty: 4284.092773
	Iteration 28Q: 3 clusters Score -752043.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -752046.750000 Penalty: 4284.092773
	Iteration 29Q: 3 clusters Score -752046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -752050.312500 Penalty: 4284.092773
	Iteration 30Q: 3 clusters Score -752050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -752050.875000 Penalty: 4284.092773
	Iteration 31Q: 3 clusters Score -752050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -752051.812500 Penalty: 4284.092773
	Iteration 32Q: 3 clusters Score -752051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -752052.812500 Penalty: 4284.092773
	Iteration 33Q: 3 clusters Score -752052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -752052.375000 Penalty: 4284.092773
	Iteration 34Q: 3 clusters Score -752052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -752052.375000 Penalty: 4284.092773
	Iteration 35F: 3 clusters Score -752052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -142201.218750 Penalty: 1744.090820
	Iteration 0F: 2 clusters Score -142201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140208.281250 Penalty: 3488.181641
	Iteration 0F: 3 clusters Score -140208.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140611.875000 Penalty: 3488.181641
	Iteration 1F: 3 clusters Score -140611.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140804.093750 Penalty: 3488.181641
	Iteration 2F: 3 clusters Score -140804.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141044.390625 Penalty: 3488.181641
	Iteration 3F: 3 clusters Score -141044.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141219.890625 Penalty: 3488.181641
	Iteration 4F: 3 clusters Score -141219.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141351.937500 Penalty: 3488.181641
	Iteration 5Q: 3 clusters Score -141351.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141450.578125 Penalty: 3488.181641
	Iteration 6Q: 3 clusters Score -141450.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -141509.671875 Penalty: 3488.181641
	Iteration 7Q: 3 clusters Score -141509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141553.031250 Penalty: 3488.181641
	Iteration 8Q: 3 clusters Score -141553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141607.250000 Penalty: 3488.181641
	Iteration 9Q: 3 clusters Score -141607.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -141673.453125 Penalty: 3488.181641
	Iteration 10Q: 3 clusters Score -141673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141743.078125 Penalty: 3488.181641
	Iteration 11Q: 3 clusters Score -141743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141780.953125 Penalty: 3488.181641
	Iteration 12Q: 3 clusters Score -141781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141801.281250 Penalty: 3488.181641
	Iteration 13Q: 3 clusters Score -141801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -141814.000000 Penalty: 3488.181641
	Iteration 14Q: 3 clusters Score -141814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -141819.968750 Penalty: 3488.181641
	Iteration 15Q: 3 clusters Score -141820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141827.171875 Penalty: 3488.181641
	Iteration 16Q: 3 clusters Score -141827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -141833.343750 Penalty: 3488.181641
	Iteration 17Q: 3 clusters Score -141833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141838.171875 Penalty: 3488.181641
	Iteration 18Q: 3 clusters Score -141838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141847.703125 Penalty: 3488.181641
	Iteration 19Q: 3 clusters Score -141847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141849.312500 Penalty: 3488.181641
	Iteration 20F: 3 clusters Score -141849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -26525.203125 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -26525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25373.076172 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -25373.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25452.884766 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -25452.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25456.847656 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -25456.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25456.847656 Penalty: 2679.728027
	Iteration 3F: 3 clusters Score -25456.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Entering Unmasked Estep 
Score: -6488436.500000 Penalty: 2673.790039
	Iteration 0F: 2 clusters Score -6488436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6456135.500000 Penalty: 5347.580078
	Iteration 0F: 3 clusters Score -6456136 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6468276.500000 Penalty: 5347.580078
	Iteration 1F: 3 clusters Score -6468276 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6468880.000000 Penalty: 5347.580078
	Iteration 2Q: 3 clusters Score -6468880 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -6469583.000000 Penalty: 5347.580078
	Iteration 3Q: 3 clusters Score -6469583 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6470483.500000 Penalty: 5347.580078
	Iteration 4Q: 3 clusters Score -6470484 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -6471614.500000 Penalty: 5347.580078
	Iteration 5Q: 3 clusters Score -6471614 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -6472975.500000 Penalty: 5347.580078
	Iteration 6F: 3 clusters Score -6472976 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -6474519.500000 Penalty: 5347.580078
	Iteration 7F: 3 clusters Score -6474520 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -6475910.500000 Penalty: 5347.580078
	Iteration 8F: 3 clusters Score -6475910 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6477156.500000 Penalty: 5347.580078
	Iteration 9Q: 3 clusters Score -6477156 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6478205.000000 Penalty: 5347.580078
	Iteration 10Q: 3 clusters Score -6478205 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -6479124.000000 Penalty: 5347.580078
	Iteration 11Q: 3 clusters Score -6479124 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -6479996.000000 Penalty: 5347.580078
	Iteration 12Q: 3 clusters Score -6479996 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -6480875.000000 Penalty: 5347.580078
	Iteration 13Q: 3 clusters Score -6480875 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -6481619.000000 Penalty: 5347.580078
	Iteration 14Q: 3 clusters Score -6481619 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -6482355.000000 Penalty: 5347.580078
	Iteration 15Q: 3 clusters Score -6482355 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6483009.000000 Penalty: 5347.580078
	Iteration 16Q: 3 clusters Score -6483009 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -6483582.500000 Penalty: 5347.580078
	Iteration 17Q: 3 clusters Score -6483582 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -6483966.000000 Penalty: 5347.580078
	Iteration 18Q: 3 clusters Score -6483966 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -6484216.500000 Penalty: 5347.580078
	Iteration 19Q: 3 clusters Score -6484216 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6484439.500000 Penalty: 5347.580078
	Iteration 20F: 3 clusters Score -6484440 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -6484582.500000 Penalty: 5347.580078
	Iteration 21Q: 3 clusters Score -6484582 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6484727.000000 Penalty: 5347.580078
	Iteration 22Q: 3 clusters Score -6484727 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6484848.000000 Penalty: 5347.580078
	Iteration 23Q: 3 clusters Score -6484848 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6484948.000000 Penalty: 5347.580078
	Iteration 24Q: 3 clusters Score -6484948 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6484998.500000 Penalty: 5347.580078
	Iteration 25Q: 3 clusters Score -6484998 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6485074.000000 Penalty: 5347.580078
	Iteration 26Q: 3 clusters Score -6485074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6485165.000000 Penalty: 5347.580078
	Iteration 27Q: 3 clusters Score -6485165 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6485230.500000 Penalty: 5347.580078
	Iteration 28Q: 3 clusters Score -6485230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6485294.500000 Penalty: 5347.580078
	Iteration 29Q: 3 clusters Score -6485294 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6485377.500000 Penalty: 5347.580078
	Iteration 30Q: 3 clusters Score -6485378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6485421.500000 Penalty: 5347.580078
	Iteration 31Q: 3 clusters Score -6485422 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6485515.000000 Penalty: 5347.580078
	Iteration 32Q: 3 clusters Score -6485515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6485581.500000 Penalty: 5347.580078
	Iteration 33Q: 3 clusters Score -6485582 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6485654.000000 Penalty: 5347.580078
	Iteration 34Q: 3 clusters Score -6485654 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6485705.500000 Penalty: 5347.580078
	Iteration 35Q: 3 clusters Score -6485706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6485743.000000 Penalty: 5347.580078
	Iteration 36Q: 3 clusters Score -6485743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6485786.000000 Penalty: 5347.580078
	Iteration 37Q: 3 clusters Score -6485786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6485826.000000 Penalty: 5347.580078
	Iteration 38Q: 3 clusters Score -6485826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6485846.000000 Penalty: 5347.580078
	Iteration 39Q: 3 clusters Score -6485846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6485871.000000 Penalty: 5347.580078
	Iteration 40F: 3 clusters Score -6485871 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6485892.000000 Penalty: 5347.580078
	Iteration 41Q: 3 clusters Score -6485892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6485920.500000 Penalty: 5347.580078
	Iteration 42Q: 3 clusters Score -6485920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6485954.000000 Penalty: 5347.580078
	Iteration 43Q: 3 clusters Score -6485954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6485974.000000 Penalty: 5347.580078
	Iteration 44Q: 3 clusters Score -6485974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6485997.000000 Penalty: 5347.580078
	Iteration 45Q: 3 clusters Score -6485997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6486022.500000 Penalty: 5347.580078
	Iteration 46Q: 3 clusters Score -6486022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6486035.000000 Penalty: 5347.580078
	Iteration 47Q: 3 clusters Score -6486035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6486039.000000 Penalty: 5347.580078
	Iteration 48Q: 3 clusters Score -6486039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6486057.000000 Penalty: 5347.580078
	Iteration 49Q: 3 clusters Score -6486057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6486075.500000 Penalty: 5347.580078
	Iteration 50Q: 3 clusters Score -6486076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6486086.500000 Penalty: 5347.580078
	Iteration 51Q: 3 clusters Score -6486086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6486085.000000 Penalty: 5347.580078
	Iteration 52Q: 3 clusters Score -6486085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6486097.000000 Penalty: 5347.580078
	Iteration 53Q: 3 clusters Score -6486097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6486120.500000 Penalty: 5347.580078
	Iteration 54Q: 3 clusters Score -6486120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6486128.500000 Penalty: 5347.580078
	Iteration 55Q: 3 clusters Score -6486128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6486125.500000 Penalty: 5347.580078
	Iteration 56Q: 3 clusters Score -6486126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6486133.500000 Penalty: 5347.580078
	Iteration 57Q: 3 clusters Score -6486134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6486132.500000 Penalty: 5347.580078
	Iteration 58Q: 3 clusters Score -6486132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6486133.500000 Penalty: 5347.580078
	Iteration 59Q: 3 clusters Score -6486134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6486126.000000 Penalty: 5347.580078
	Iteration 60F: 3 clusters Score -6486126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6486127.500000 Penalty: 5347.580078
	Iteration 61Q: 3 clusters Score -6486128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6486129.500000 Penalty: 5347.580078
	Iteration 62Q: 3 clusters Score -6486130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6486134.000000 Penalty: 5347.580078
	Iteration 63Q: 3 clusters Score -6486134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6486137.000000 Penalty: 5347.580078
	Iteration 64Q: 3 clusters Score -6486137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6486144.000000 Penalty: 5347.580078
	Iteration 65Q: 3 clusters Score -6486144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6486141.000000 Penalty: 5347.580078
	Iteration 66Q: 3 clusters Score -6486141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6486141.500000 Penalty: 5347.580078
	Iteration 67Q: 3 clusters Score -6486142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6486137.500000 Penalty: 5347.580078
	Iteration 68Q: 3 clusters Score -6486138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6486142.000000 Penalty: 5347.580078
	Iteration 69Q: 3 clusters Score -6486142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6486146.500000 Penalty: 5347.580078
	Iteration 70Q: 3 clusters Score -6486146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6486147.000000 Penalty: 5347.580078
	Iteration 71Q: 3 clusters Score -6486147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6486148.000000 Penalty: 5347.580078
	Iteration 72Q: 3 clusters Score -6486148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6486148.000000 Penalty: 5347.580078
	Iteration 73F: 3 clusters Score -6486148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (113337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Entering Unmasked Estep 
Score: -14039562.000000 Penalty: 2886.253906
	Iteration 0F: 2 clusters Score -1.403956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -13963953.000000 Penalty: 5772.507812
	Iteration 0F: 3 clusters Score -1.396395e+07 nChanged 53703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -13996935.000000 Penalty: 5772.507812
	Iteration 1F: 3 clusters Score -1.399694e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -13999733.000000 Penalty: 5772.507812
	Iteration 2Q: 3 clusters Score -1.399973e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -14002581.000000 Penalty: 5772.507812
	Iteration 3F: 3 clusters Score -1.400258e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -14005734.000000 Penalty: 5772.507812
	Iteration 4F: 3 clusters Score -1.400573e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -14009142.000000 Penalty: 5772.507812
	Iteration 5F: 3 clusters Score -1.400914e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -14013009.000000 Penalty: 5772.507812
	Iteration 6F: 3 clusters Score -1.401301e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -14017123.000000 Penalty: 5772.507812
	Iteration 7F: 3 clusters Score -1.401712e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -14021113.000000 Penalty: 5772.507812
	Iteration 8F: 3 clusters Score -1.402111e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -14024996.000000 Penalty: 5772.507812
	Iteration 9F: 3 clusters Score -1.4025e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -14028401.000000 Penalty: 5772.507812
	Iteration 10Q: 3 clusters Score -1.40284e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -14031292.000000 Penalty: 5772.507812
	Iteration 11Q: 3 clusters Score -1.403129e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -14033672.000000 Penalty: 5772.507812
	Iteration 12Q: 3 clusters Score -1.403367e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -14035529.000000 Penalty: 5772.507812
	Iteration 13Q: 3 clusters Score -1.403553e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -14036945.000000 Penalty: 5772.507812
	Iteration 14Q: 3 clusters Score -1.403694e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -14037952.000000 Penalty: 5772.507812
	Iteration 15Q: 3 clusters Score -1.403795e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -14038741.000000 Penalty: 5772.507812
	Iteration 16Q: 3 clusters Score -1.403874e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -14039393.000000 Penalty: 5772.507812
	Iteration 17Q: 3 clusters Score -1.403939e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -14039883.000000 Penalty: 5772.507812
	Iteration 18Q: 3 clusters Score -1.403988e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -14040284.000000 Penalty: 5772.507812
	Iteration 19Q: 3 clusters Score -1.404028e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -14040627.000000 Penalty: 5772.507812
	Iteration 20F: 3 clusters Score -1.404063e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -14040870.000000 Penalty: 5772.507812
	Iteration 21Q: 3 clusters Score -1.404087e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14041119.000000 Penalty: 5772.507812
	Iteration 22Q: 3 clusters Score -1.404112e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -14041348.000000 Penalty: 5772.507812
	Iteration 23Q: 3 clusters Score -1.404135e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -14041670.000000 Penalty: 5772.507812
	Iteration 24Q: 3 clusters Score -1.404167e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -14042024.000000 Penalty: 5772.507812
	Iteration 25Q: 3 clusters Score -1.404202e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -14042239.000000 Penalty: 5772.507812
	Iteration 26Q: 3 clusters Score -1.404224e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -14042341.000000 Penalty: 5772.507812
	Iteration 27Q: 3 clusters Score -1.404234e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -14042344.000000 Penalty: 5772.507812
	Iteration 28Q: 3 clusters Score -1.404234e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -14042337.000000 Penalty: 5772.507812
	Iteration 29Q: 3 clusters Score -1.404234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -14042336.000000 Penalty: 5772.507812
	Iteration 30Q: 3 clusters Score -1.404234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -14042345.000000 Penalty: 5772.507812
	Iteration 31Q: 3 clusters Score -1.404234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -14042349.000000 Penalty: 5772.507812
	Iteration 32Q: 3 clusters Score -1.404235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -14042348.000000 Penalty: 5772.507812
	Iteration 33Q: 3 clusters Score -1.404235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -14042346.000000 Penalty: 5772.507812
	Iteration 34Q: 3 clusters Score -1.404235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110189 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -14042346.000000 Penalty: 5772.507812
	Iteration 35Q: 3 clusters Score -1.404235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -14042351.000000 Penalty: 5772.507812
	Iteration 36Q: 3 clusters Score -1.404235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -14042349.000000 Penalty: 5772.507812
	Iteration 37Q: 3 clusters Score -1.404235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -14042349.000000 Penalty: 5772.507812
	Iteration 38F: 3 clusters Score -1.404235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 10171 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 110186 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 233385 members 
Mstep: Class 32 contains 343 members 
Mstep: Class 33 contains 1619 members 
Mstep: Class 34 contains 4670 members 
Mstep: Class 35 contains 3151 members 
Entering Unmasked Estep 
Score: -181074048.000000 Penalty: 122868.914062
Splitting cluster 29 changes total score from -181069792.000000 to -181074048.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -737753.250000 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -737753.2 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 2974 members 
Entering Unmasked Estep 
Score: -732635.937500 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -732635.9 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -733972.562500 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -733972.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -734241.875000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -734241.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -734460.187500 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -734460.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -734654.375000 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -734654.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -734903.375000 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -734903.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -735306.187500 Penalty: 4314.131836
	Iteration 6F: 3 clusters Score -735306.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -735831.875000 Penalty: 4314.131836
	Iteration 7F: 3 clusters Score -735831.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -736408.875000 Penalty: 4314.131836
	Iteration 8F: 3 clusters Score -736408.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -736804.562500 Penalty: 4314.131836
	Iteration 9F: 3 clusters Score -736804.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -737036.062500 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -737036.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -737161.437500 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -737161.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -737233.875000 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -737233.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -737298.937500 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -737298.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -737357.937500 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -737357.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -737415.500000 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -737415.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -737481.875000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -737481.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -737536.437500 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -737536.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -737580.625000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -737580.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -737609.437500 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -737609.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -737621.937500 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -737621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -737635.812500 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -737635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -737655.625000 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -737655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -737666.187500 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -737666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -737667.812500 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -737667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -737675.000000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -737675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -737679.062500 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -737679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -737681.437500 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -737681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -737683.750000 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -737683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -737684.812500 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -737684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -737684.875000 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -737684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -737686.562500 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -737686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -737689.000000 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -737689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -737689.500000 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -737689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -737689.937500 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -737689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -737689.937500 Penalty: 4314.131836
	Iteration 35F: 3 clusters Score -737689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 129459 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 223496 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72672 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 10171 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 110186 members 
Mstep: Class 30 contains 5990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181076912.000000 Penalty: 122868.914062
Iteration 79Q: 36 clusters Score -1.810769e+08 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15765 members 
Mstep: Class 3 contains 129430 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23497 members 
Mstep: Class 6 contains 25524 members 
Mstep: Class 7 contains 153708 members 
Mstep: Class 8 contains 14227 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 14201 members 
Mstep: Class 11 contains 223651 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 20423 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 14678 members 
Mstep: Class 16 contains 48974 members 
Mstep: Class 17 contains 140641 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72761 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 31230 members 
Mstep: Class 24 contains 8163 members 
Mstep: Class 25 contains 5669 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48155 members 
Mstep: Class 29 contains 110751 members 
Mstep: Class 30 contains 6000 members 
Mstep: Class 31 contains 231348 members 
Mstep: Class 32 contains 330 members 
Mstep: Class 33 contains 1419 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181081568.000000 Penalty: 122868.914062
Iteration 80F: 36 clusters Score -1.810816e+08 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 129292 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 23549 members 
Mstep: Class 6 contains 25486 members 
Mstep: Class 7 contains 153123 members 
Mstep: Class 8 contains 14062 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 14062 members 
Mstep: Class 11 contains 223174 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 20358 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 48878 members 
Mstep: Class 17 contains 140255 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72539 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 30806 members 
Mstep: Class 24 contains 8159 members 
Mstep: Class 25 contains 5661 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48059 members 
Mstep: Class 29 contains 111218 members 
Mstep: Class 30 contains 6008 members 
Mstep: Class 31 contains 232437 members 
Mstep: Class 32 contains 357 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 4567 members 
Mstep: Class 35 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083216.000000 Penalty: 122868.914062
Iteration 81Q: 36 clusters Score -1.810832e+08 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15807 members 
Mstep: Class 3 contains 129134 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 23618 members 
Mstep: Class 6 contains 25475 members 
Mstep: Class 7 contains 152509 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 13084 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 222724 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 20341 members 
Mstep: Class 14 contains 3030 members 
Mstep: Class 15 contains 14543 members 
Mstep: Class 16 contains 48821 members 
Mstep: Class 17 contains 139960 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72407 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 3431 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 30518 members 
Mstep: Class 24 contains 8159 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 48012 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 6022 members 
Mstep: Class 31 contains 233099 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 1550 members 
Mstep: Class 34 contains 4575 members 
Mstep: Class 35 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181083856.000000 Penalty: 122868.914062
Iteration 82Q: 36 clusters Score -1.810839e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 128964 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 23674 members 
Mstep: Class 6 contains 25469 members 
Mstep: Class 7 contains 151816 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 13085 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 222390 members 
Mstep: Class 12 contains 8529 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 48788 members 
Mstep: Class 17 contains 139765 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72317 members 
Mstep: Class 20 contains 4818 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 9985 members 
Mstep: Class 23 contains 30344 members 
Mstep: Class 24 contains 8157 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47973 members 
Mstep: Class 29 contains 112305 members 
Mstep: Class 30 contains 6039 members 
Mstep: Class 31 contains 233485 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 1582 members 
Mstep: Class 34 contains 4566 members 
Mstep: Class 35 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181084768.000000 Penalty: 122868.914062
Iteration 83Q: 36 clusters Score -1.810848e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15839 members 
Mstep: Class 3 contains 128803 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 23716 members 
Mstep: Class 6 contains 25471 members 
Mstep: Class 7 contains 151035 members 
Mstep: Class 8 contains 13499 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 222115 members 
Mstep: Class 12 contains 9259 members 
Mstep: Class 13 contains 20428 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 48779 members 
Mstep: Class 17 contains 139615 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72270 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 3469 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 30227 members 
Mstep: Class 24 contains 8158 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47941 members 
Mstep: Class 29 contains 112817 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 233722 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 1607 members 
Mstep: Class 34 contains 4563 members 
Mstep: Class 35 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181085664.000000 Penalty: 122868.914062
Iteration 84Q: 36 clusters Score -1.810857e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15848 members 
Mstep: Class 3 contains 128638 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 23774 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 150186 members 
Mstep: Class 8 contains 13316 members 
Mstep: Class 9 contains 13129 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 221915 members 
Mstep: Class 12 contains 10004 members 
Mstep: Class 13 contains 20486 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 48780 members 
Mstep: Class 17 contains 139499 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72240 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 3487 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 30129 members 
Mstep: Class 24 contains 8159 members 
Mstep: Class 25 contains 5660 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47924 members 
Mstep: Class 29 contains 113287 members 
Mstep: Class 30 contains 6075 members 
Mstep: Class 31 contains 233888 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 1615 members 
Mstep: Class 34 contains 4558 members 
Mstep: Class 35 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181087200.000000 Penalty: 122868.914062
Iteration 85Q: 36 clusters Score -1.810872e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 128476 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 25464 members 
Mstep: Class 7 contains 149250 members 
Mstep: Class 8 contains 13094 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 221785 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 20566 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 48781 members 
Mstep: Class 17 contains 139462 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72208 members 
Mstep: Class 20 contains 4827 members 
Mstep: Class 21 contains 3489 members 
Mstep: Class 22 contains 9974 members 
Mstep: Class 23 contains 30055 members 
Mstep: Class 24 contains 8160 members 
Mstep: Class 25 contains 5670 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47908 members 
Mstep: Class 29 contains 113690 members 
Mstep: Class 30 contains 6087 members 
Mstep: Class 31 contains 234126 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 1629 members 
Mstep: Class 34 contains 4553 members 
Mstep: Class 35 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181088784.000000 Penalty: 122868.914062
Iteration 86Q: 36 clusters Score -1.810888e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15874 members 
Mstep: Class 3 contains 128335 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 5 contains 23878 members 
Mstep: Class 6 contains 25460 members 
Mstep: Class 7 contains 148313 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 221693 members 
Mstep: Class 12 contains 11332 members 
Mstep: Class 13 contains 20639 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 14420 members 
Mstep: Class 16 contains 48799 members 
Mstep: Class 17 contains 139435 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72185 members 
Mstep: Class 20 contains 4830 members 
Mstep: Class 21 contains 3492 members 
Mstep: Class 22 contains 9967 members 
Mstep: Class 23 contains 29995 members 
Mstep: Class 24 contains 8156 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47895 members 
Mstep: Class 29 contains 114124 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 234316 members 
Mstep: Class 32 contains 385 members 
Mstep: Class 33 contains 1633 members 
Mstep: Class 34 contains 4549 members 
Mstep: Class 35 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181089520.000000 Penalty: 122868.914062
Iteration 87Q: 36 clusters Score -1.810895e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15896 members 
Mstep: Class 3 contains 128202 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 23917 members 
Mstep: Class 6 contains 25459 members 
Mstep: Class 7 contains 147357 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 13209 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 221621 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 20707 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 14394 members 
Mstep: Class 16 contains 48808 members 
Mstep: Class 17 contains 139412 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72158 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 29937 members 
Mstep: Class 24 contains 8153 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47892 members 
Mstep: Class 29 contains 114523 members 
Mstep: Class 30 contains 6118 members 
Mstep: Class 31 contains 234525 members 
Mstep: Class 32 contains 387 members 
Mstep: Class 33 contains 1641 members 
Mstep: Class 34 contains 4540 members 
Mstep: Class 35 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090096.000000 Penalty: 122868.914062
Iteration 88Q: 36 clusters Score -1.810901e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15931 members 
Mstep: Class 3 contains 128093 members 
Mstep: Class 4 contains 10646 members 
Mstep: Class 5 contains 23947 members 
Mstep: Class 6 contains 25455 members 
Mstep: Class 7 contains 146441 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13629 members 
Mstep: Class 11 contains 221581 members 
Mstep: Class 12 contains 12563 members 
Mstep: Class 13 contains 20781 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 48814 members 
Mstep: Class 17 contains 139416 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72131 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 9950 members 
Mstep: Class 23 contains 29878 members 
Mstep: Class 24 contains 8146 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47884 members 
Mstep: Class 29 contains 114919 members 
Mstep: Class 30 contains 6119 members 
Mstep: Class 31 contains 234750 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 1648 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181090528.000000 Penalty: 122868.914062
Iteration 89Q: 36 clusters Score -1.810905e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15950 members 
Mstep: Class 3 contains 127973 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 23972 members 
Mstep: Class 6 contains 25442 members 
Mstep: Class 7 contains 145633 members 
Mstep: Class 8 contains 12267 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 13630 members 
Mstep: Class 11 contains 221569 members 
Mstep: Class 12 contains 13107 members 
Mstep: Class 13 contains 20847 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 48818 members 
Mstep: Class 17 contains 139455 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72106 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 9937 members 
Mstep: Class 23 contains 29830 members 
Mstep: Class 24 contains 8140 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47877 members 
Mstep: Class 29 contains 115297 members 
Mstep: Class 30 contains 6130 members 
Mstep: Class 31 contains 234859 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091264.000000 Penalty: 122868.914062
Iteration 90Q: 36 clusters Score -1.810913e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15947 members 
Mstep: Class 3 contains 127865 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 23999 members 
Mstep: Class 6 contains 25440 members 
Mstep: Class 7 contains 144929 members 
Mstep: Class 8 contains 12042 members 
Mstep: Class 9 contains 13247 members 
Mstep: Class 10 contains 13641 members 
Mstep: Class 11 contains 221541 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 20892 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 48823 members 
Mstep: Class 17 contains 139496 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72094 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 8137 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47875 members 
Mstep: Class 29 contains 115647 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 234980 members 
Mstep: Class 32 contains 416 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 4506 members 
Mstep: Class 35 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091680.000000 Penalty: 122868.914062
Iteration 91Q: 36 clusters Score -1.810917e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15938 members 
Mstep: Class 3 contains 127751 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 24018 members 
Mstep: Class 6 contains 25436 members 
Mstep: Class 7 contains 144298 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 13262 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 221527 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 20948 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 48839 members 
Mstep: Class 17 contains 139562 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72075 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 9891 members 
Mstep: Class 23 contains 29739 members 
Mstep: Class 24 contains 8138 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47872 members 
Mstep: Class 29 contains 115935 members 
Mstep: Class 30 contains 6134 members 
Mstep: Class 31 contains 235099 members 
Mstep: Class 32 contains 423 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 4131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181091792.000000 Penalty: 122868.914062
Iteration 92Q: 36 clusters Score -1.810918e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15942 members 
Mstep: Class 3 contains 127663 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 24033 members 
Mstep: Class 6 contains 25428 members 
Mstep: Class 7 contains 143697 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 221478 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 48845 members 
Mstep: Class 17 contains 139643 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72054 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 3498 members 
Mstep: Class 22 contains 9870 members 
Mstep: Class 23 contains 29704 members 
Mstep: Class 24 contains 8133 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47856 members 
Mstep: Class 29 contains 116249 members 
Mstep: Class 30 contains 6140 members 
Mstep: Class 31 contains 235171 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 1658 members 
Mstep: Class 34 contains 4501 members 
Mstep: Class 35 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092768.000000 Penalty: 122868.914062
Iteration 93Q: 36 clusters Score -1.810928e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15939 members 
Mstep: Class 3 contains 127569 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 24044 members 
Mstep: Class 6 contains 25424 members 
Mstep: Class 7 contains 143181 members 
Mstep: Class 8 contains 11347 members 
Mstep: Class 9 contains 13287 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 221480 members 
Mstep: Class 12 contains 14853 members 
Mstep: Class 13 contains 21051 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 48851 members 
Mstep: Class 17 contains 139709 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72057 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 9841 members 
Mstep: Class 23 contains 29667 members 
Mstep: Class 24 contains 8118 members 
Mstep: Class 25 contains 5710 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47854 members 
Mstep: Class 29 contains 116495 members 
Mstep: Class 30 contains 6143 members 
Mstep: Class 31 contains 235206 members 
Mstep: Class 32 contains 435 members 
Mstep: Class 33 contains 1655 members 
Mstep: Class 34 contains 4494 members 
Mstep: Class 35 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092896.000000 Penalty: 122868.914062
Iteration 94Q: 36 clusters Score -1.810929e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15923 members 
Mstep: Class 3 contains 127486 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 24044 members 
Mstep: Class 6 contains 25423 members 
Mstep: Class 7 contains 142653 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 13296 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 221506 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 21123 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 48874 members 
Mstep: Class 17 contains 139808 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72058 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 9809 members 
Mstep: Class 23 contains 29629 members 
Mstep: Class 24 contains 8108 members 
Mstep: Class 25 contains 5717 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47856 members 
Mstep: Class 29 contains 116749 members 
Mstep: Class 30 contains 6149 members 
Mstep: Class 31 contains 235261 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 4488 members 
Mstep: Class 35 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092560.000000 Penalty: 122868.914062
Iteration 95Q: 36 clusters Score -1.810926e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15908 members 
Mstep: Class 3 contains 127404 members 
Mstep: Class 4 contains 10667 members 
Mstep: Class 5 contains 24030 members 
Mstep: Class 6 contains 25435 members 
Mstep: Class 7 contains 142163 members 
Mstep: Class 8 contains 10867 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 221538 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 3917 members 
Mstep: Class 15 contains 14252 members 
Mstep: Class 16 contains 48886 members 
Mstep: Class 17 contains 139903 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72044 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 9780 members 
Mstep: Class 23 contains 29610 members 
Mstep: Class 24 contains 8101 members 
Mstep: Class 25 contains 5717 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47861 members 
Mstep: Class 29 contains 117015 members 
Mstep: Class 30 contains 6157 members 
Mstep: Class 31 contains 235293 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1651 members 
Mstep: Class 34 contains 4474 members 
Mstep: Class 35 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092720.000000 Penalty: 122868.914062
Iteration 96Q: 36 clusters Score -1.810927e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15911 members 
Mstep: Class 3 contains 127346 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 24029 members 
Mstep: Class 6 contains 25441 members 
Mstep: Class 7 contains 141641 members 
Mstep: Class 8 contains 10621 members 
Mstep: Class 9 contains 13306 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 221572 members 
Mstep: Class 12 contains 15798 members 
Mstep: Class 13 contains 21256 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 16 contains 48902 members 
Mstep: Class 17 contains 140021 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72050 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 9754 members 
Mstep: Class 23 contains 29588 members 
Mstep: Class 24 contains 8093 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47867 members 
Mstep: Class 29 contains 117266 members 
Mstep: Class 30 contains 6163 members 
Mstep: Class 31 contains 235343 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1652 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092928.000000 Penalty: 122868.914062
Iteration 97Q: 36 clusters Score -1.810929e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 3 contains 127284 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 24025 members 
Mstep: Class 6 contains 25450 members 
Mstep: Class 7 contains 141189 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 221579 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 21300 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 15 contains 14242 members 
Mstep: Class 16 contains 48924 members 
Mstep: Class 17 contains 140146 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72060 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 9737 members 
Mstep: Class 23 contains 29563 members 
Mstep: Class 24 contains 8088 members 
Mstep: Class 25 contains 5714 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47876 members 
Mstep: Class 29 contains 117547 members 
Mstep: Class 30 contains 6175 members 
Mstep: Class 31 contains 235378 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1649 members 
Mstep: Class 34 contains 4458 members 
Mstep: Class 35 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092864.000000 Penalty: 122868.914062
Iteration 98Q: 36 clusters Score -1.810929e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 3 contains 127203 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 24017 members 
Mstep: Class 6 contains 25461 members 
Mstep: Class 7 contains 140787 members 
Mstep: Class 8 contains 10128 members 
Mstep: Class 9 contains 13314 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 221618 members 
Mstep: Class 12 contains 16222 members 
Mstep: Class 13 contains 21372 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 14228 members 
Mstep: Class 16 contains 48940 members 
Mstep: Class 17 contains 140262 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72060 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 29546 members 
Mstep: Class 24 contains 8084 members 
Mstep: Class 25 contains 5721 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47899 members 
Mstep: Class 29 contains 117780 members 
Mstep: Class 30 contains 6182 members 
Mstep: Class 31 contains 235407 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 1650 members 
Mstep: Class 34 contains 4449 members 
Mstep: Class 35 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181092944.000000 Penalty: 122868.914062
Iteration 99Q: 36 clusters Score -1.810929e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15909 members 
Mstep: Class 3 contains 127123 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 24014 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 140420 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 13316 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 221655 members 
Mstep: Class 12 contains 16383 members 
Mstep: Class 13 contains 21441 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 48941 members 
Mstep: Class 17 contains 140438 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72052 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 23 contains 29529 members 
Mstep: Class 24 contains 8076 members 
Mstep: Class 25 contains 5728 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47907 members 
Mstep: Class 29 contains 118015 members 
Mstep: Class 30 contains 6192 members 
Mstep: Class 31 contains 235417 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 1646 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181093504.000000 Penalty: 122868.914062
Iteration 100F: 36 clusters Score -1.810935e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15894 members 
Mstep: Class 3 contains 127049 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 24015 members 
Mstep: Class 6 contains 25476 members 
Mstep: Class 7 contains 139930 members 
Mstep: Class 8 contains 9590 members 
Mstep: Class 9 contains 13304 members 
Mstep: Class 10 contains 13597 members 
Mstep: Class 11 contains 221704 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 21507 members 
Mstep: Class 14 contains 4204 members 
Mstep: Class 15 contains 14199 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 140633 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72042 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9695 members 
Mstep: Class 23 contains 29515 members 
Mstep: Class 24 contains 8068 members 
Mstep: Class 25 contains 5732 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47902 members 
Mstep: Class 29 contains 118190 members 
Mstep: Class 30 contains 6196 members 
Mstep: Class 31 contains 235431 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1644 members 
Mstep: Class 34 contains 4437 members 
Mstep: Class 35 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094288.000000 Penalty: 122868.914062
Iteration 101Q: 36 clusters Score -1.810943e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 15869 members 
Mstep: Class 3 contains 126977 members 
Mstep: Class 4 contains 10661 members 
Mstep: Class 5 contains 24014 members 
Mstep: Class 6 contains 25471 members 
Mstep: Class 7 contains 139452 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 221759 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 21574 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 48948 members 
Mstep: Class 17 contains 140804 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72029 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 23 contains 29503 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 5736 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47908 members 
Mstep: Class 29 contains 118352 members 
Mstep: Class 30 contains 6198 members 
Mstep: Class 31 contains 235473 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 1641 members 
Mstep: Class 34 contains 4437 members 
Mstep: Class 35 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181094656.000000 Penalty: 122868.914062
Iteration 102Q: 36 clusters Score -1.810947e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15857 members 
Mstep: Class 3 contains 126900 members 
Mstep: Class 4 contains 10659 members 
Mstep: Class 5 contains 24020 members 
Mstep: Class 6 contains 25466 members 
Mstep: Class 7 contains 139022 members 
Mstep: Class 8 contains 9091 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 221812 members 
Mstep: Class 12 contains 17342 members 
Mstep: Class 13 contains 21641 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 14189 members 
Mstep: Class 16 contains 48936 members 
Mstep: Class 17 contains 140943 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72024 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 9667 members 
Mstep: Class 23 contains 29492 members 
Mstep: Class 24 contains 8061 members 
Mstep: Class 25 contains 5739 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47909 members 
Mstep: Class 29 contains 118536 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235506 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 1639 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095312.000000 Penalty: 122868.914062
Iteration 103Q: 36 clusters Score -1.810953e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 126837 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 24016 members 
Mstep: Class 6 contains 25461 members 
Mstep: Class 7 contains 138620 members 
Mstep: Class 8 contains 8849 members 
Mstep: Class 9 contains 13302 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 11 contains 221898 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 21692 members 
Mstep: Class 14 contains 4325 members 
Mstep: Class 15 contains 14195 members 
Mstep: Class 16 contains 48924 members 
Mstep: Class 17 contains 141068 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72012 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9656 members 
Mstep: Class 23 contains 29479 members 
Mstep: Class 24 contains 8058 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47895 members 
Mstep: Class 29 contains 118717 members 
Mstep: Class 30 contains 6206 members 
Mstep: Class 31 contains 235563 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 1631 members 
Mstep: Class 34 contains 4439 members 
Mstep: Class 35 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095408.000000 Penalty: 122868.914062
Iteration 104Q: 36 clusters Score -1.810954e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15829 members 
Mstep: Class 3 contains 126777 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 24002 members 
Mstep: Class 6 contains 25471 members 
Mstep: Class 7 contains 138278 members 
Mstep: Class 8 contains 8599 members 
Mstep: Class 9 contains 13300 members 
Mstep: Class 10 contains 13562 members 
Mstep: Class 11 contains 221947 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 21756 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 14196 members 
Mstep: Class 16 contains 48914 members 
Mstep: Class 17 contains 141243 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 72004 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 9650 members 
Mstep: Class 23 contains 29471 members 
Mstep: Class 24 contains 8058 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47883 members 
Mstep: Class 29 contains 118877 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 235589 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1620 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095536.000000 Penalty: 122868.914062
Iteration 105Q: 36 clusters Score -1.810955e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15816 members 
Mstep: Class 3 contains 126716 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23975 members 
Mstep: Class 6 contains 25461 members 
Mstep: Class 7 contains 137994 members 
Mstep: Class 8 contains 8394 members 
Mstep: Class 9 contains 13302 members 
Mstep: Class 10 contains 13547 members 
Mstep: Class 11 contains 221994 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 21824 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 14204 members 
Mstep: Class 16 contains 48897 members 
Mstep: Class 17 contains 141404 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71996 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 3480 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 29464 members 
Mstep: Class 24 contains 8059 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47866 members 
Mstep: Class 29 contains 119023 members 
Mstep: Class 30 contains 6201 members 
Mstep: Class 31 contains 235610 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 1608 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095872.000000 Penalty: 122868.914062
Iteration 106Q: 36 clusters Score -1.810959e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 126662 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 25474 members 
Mstep: Class 7 contains 137737 members 
Mstep: Class 8 contains 8148 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 13530 members 
Mstep: Class 11 contains 222026 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 21878 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 14196 members 
Mstep: Class 16 contains 48886 members 
Mstep: Class 17 contains 141588 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71985 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 9635 members 
Mstep: Class 23 contains 29456 members 
Mstep: Class 24 contains 8059 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47846 members 
Mstep: Class 29 contains 119153 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235641 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 1599 members 
Mstep: Class 34 contains 4439 members 
Mstep: Class 35 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095968.000000 Penalty: 122868.914062
Iteration 107Q: 36 clusters Score -1.81096e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15807 members 
Mstep: Class 3 contains 126597 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23930 members 
Mstep: Class 6 contains 25486 members 
Mstep: Class 7 contains 137441 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 13314 members 
Mstep: Class 10 contains 13522 members 
Mstep: Class 11 contains 222069 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 21925 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 48887 members 
Mstep: Class 17 contains 141758 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71983 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 9625 members 
Mstep: Class 23 contains 29450 members 
Mstep: Class 24 contains 8057 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47824 members 
Mstep: Class 29 contains 119263 members 
Mstep: Class 30 contains 6199 members 
Mstep: Class 31 contains 235685 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 1593 members 
Mstep: Class 34 contains 4440 members 
Mstep: Class 35 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181095776.000000 Penalty: 122868.914062
Iteration 108Q: 36 clusters Score -1.810958e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 126551 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23906 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 137170 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 13310 members 
Mstep: Class 10 contains 13511 members 
Mstep: Class 11 contains 222151 members 
Mstep: Class 12 contains 18544 members 
Mstep: Class 13 contains 21967 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 48882 members 
Mstep: Class 17 contains 141910 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71973 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9625 members 
Mstep: Class 23 contains 29443 members 
Mstep: Class 24 contains 8055 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47812 members 
Mstep: Class 29 contains 119362 members 
Mstep: Class 30 contains 6200 members 
Mstep: Class 31 contains 235714 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096128.000000 Penalty: 122868.914062
Iteration 109Q: 36 clusters Score -1.810961e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15801 members 
Mstep: Class 3 contains 126498 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23880 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 136905 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 222213 members 
Mstep: Class 12 contains 18709 members 
Mstep: Class 13 contains 22012 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 14189 members 
Mstep: Class 16 contains 48879 members 
Mstep: Class 17 contains 142077 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71957 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 9624 members 
Mstep: Class 23 contains 29437 members 
Mstep: Class 24 contains 8055 members 
Mstep: Class 25 contains 5745 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47779 members 
Mstep: Class 29 contains 119468 members 
Mstep: Class 30 contains 6200 members 
Mstep: Class 31 contains 235726 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1578 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096304.000000 Penalty: 122868.914062
Iteration 110Q: 36 clusters Score -1.810963e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15802 members 
Mstep: Class 3 contains 126449 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23855 members 
Mstep: Class 6 contains 25489 members 
Mstep: Class 7 contains 136677 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 222267 members 
Mstep: Class 12 contains 18846 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 48872 members 
Mstep: Class 17 contains 142247 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71952 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 9624 members 
Mstep: Class 23 contains 29433 members 
Mstep: Class 24 contains 8053 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47747 members 
Mstep: Class 29 contains 119540 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235725 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096384.000000 Penalty: 122868.914062
Iteration 111Q: 36 clusters Score -1.810964e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15802 members 
Mstep: Class 3 contains 126403 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 25487 members 
Mstep: Class 7 contains 136459 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 222353 members 
Mstep: Class 12 contains 18964 members 
Mstep: Class 13 contains 22098 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 48872 members 
Mstep: Class 17 contains 142401 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71947 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9622 members 
Mstep: Class 23 contains 29432 members 
Mstep: Class 24 contains 8050 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47717 members 
Mstep: Class 29 contains 119593 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235731 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096384.000000 Penalty: 122868.914062
Iteration 112Q: 36 clusters Score -1.810964e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 126377 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 25479 members 
Mstep: Class 7 contains 136243 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 13294 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 222442 members 
Mstep: Class 12 contains 19075 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 14195 members 
Mstep: Class 16 contains 48873 members 
Mstep: Class 17 contains 142533 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71933 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9619 members 
Mstep: Class 23 contains 29427 members 
Mstep: Class 24 contains 8052 members 
Mstep: Class 25 contains 5739 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47698 members 
Mstep: Class 29 contains 119680 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235725 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096432.000000 Penalty: 122868.914062
Iteration 113Q: 36 clusters Score -1.810964e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15806 members 
Mstep: Class 3 contains 126354 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 25487 members 
Mstep: Class 7 contains 136021 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 13289 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 222540 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 48875 members 
Mstep: Class 17 contains 142642 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71925 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 9618 members 
Mstep: Class 23 contains 29421 members 
Mstep: Class 24 contains 8052 members 
Mstep: Class 25 contains 5741 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47671 members 
Mstep: Class 29 contains 119757 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235744 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096656.000000 Penalty: 122868.914062
Iteration 114Q: 36 clusters Score -1.810967e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 126340 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23788 members 
Mstep: Class 6 contains 25478 members 
Mstep: Class 7 contains 135845 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 13281 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 222613 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 22168 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 14196 members 
Mstep: Class 16 contains 48879 members 
Mstep: Class 17 contains 142715 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71920 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 9617 members 
Mstep: Class 23 contains 29418 members 
Mstep: Class 24 contains 8051 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47652 members 
Mstep: Class 29 contains 119845 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235754 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096528.000000 Penalty: 122868.914062
Iteration 115Q: 36 clusters Score -1.810965e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15801 members 
Mstep: Class 3 contains 126326 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23777 members 
Mstep: Class 6 contains 25483 members 
Mstep: Class 7 contains 135681 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222672 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 48879 members 
Mstep: Class 17 contains 142817 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71912 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 8050 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47621 members 
Mstep: Class 29 contains 119923 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235771 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4446 members 
Mstep: Class 35 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096832.000000 Penalty: 122868.914062
Iteration 116Q: 36 clusters Score -1.810968e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 126299 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23761 members 
Mstep: Class 6 contains 25467 members 
Mstep: Class 7 contains 135541 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 222749 members 
Mstep: Class 12 contains 19442 members 
Mstep: Class 13 contains 22223 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 48878 members 
Mstep: Class 17 contains 142933 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71907 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47591 members 
Mstep: Class 29 contains 119985 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235767 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4447 members 
Mstep: Class 35 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096736.000000 Penalty: 122868.914062
Iteration 117Q: 36 clusters Score -1.810967e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15799 members 
Mstep: Class 3 contains 126276 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23744 members 
Mstep: Class 6 contains 25462 members 
Mstep: Class 7 contains 135426 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 222794 members 
Mstep: Class 12 contains 19508 members 
Mstep: Class 13 contains 22246 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 14196 members 
Mstep: Class 16 contains 48870 members 
Mstep: Class 17 contains 143044 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71904 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 29405 members 
Mstep: Class 24 contains 8047 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47555 members 
Mstep: Class 29 contains 120046 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 235774 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4447 members 
Mstep: Class 35 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096768.000000 Penalty: 122868.914062
Iteration 118Q: 36 clusters Score -1.810968e+08 nChanged 789
Entering ConstructFrom: 
Score: -181096768.000000 Penalty: 122868.914062
Entering ConstructFrom: 
Trying to split cluster 1 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -395519.093750 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -395519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -392148.343750 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -392148.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -392858.062500 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -392858.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -393019.437500 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -393019.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393115.687500 Penalty: 3994.097168
	Iteration 3Q: 3 clusters Score -393115.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393177.531250 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -393177.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -393228.312500 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -393228.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -393280.562500 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -393280.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -393316.468750 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -393316.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -393342.375000 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -393342.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -393375.250000 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -393375.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -393397.656250 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -393397.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -393416.625000 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -393416.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -393431.312500 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -393431.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -393444.562500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -393444.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -393458.625000 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -393458.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -393474.968750 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -393475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -393494.656250 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -393494.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -393511.000000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -393511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -393529.625000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -393529.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -393548.687500 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -393548.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -393563.343750 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -393563.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -393573.187500 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -393573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -393578.218750 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -393578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -393585.062500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -393585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -393589.093750 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -393589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -393594.312500 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -393594.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -393600.687500 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -393600.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -393604.968750 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -393605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -393606.812500 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -393606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -393608.593750 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -393608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -393612.437500 Penalty: 3994.097168
	Iteration 30Q: 3 clusters Score -393612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -393614.562500 Penalty: 3994.097168
	Iteration 31Q: 3 clusters Score -393614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -393617.312500 Penalty: 3994.097168
	Iteration 32Q: 3 clusters Score -393617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -393617.750000 Penalty: 3994.097168
	Iteration 33Q: 3 clusters Score -393617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -393619.218750 Penalty: 3994.097168
	Iteration 34Q: 3 clusters Score -393619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -393619.656250 Penalty: 3994.097168
	Iteration 35Q: 3 clusters Score -393619.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -393619.656250 Penalty: 3994.097168
	Iteration 36F: 3 clusters Score -393619.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Entering Unmasked Estep 
Score: -2058704.000000 Penalty: 2397.574463
	Iteration 0F: 2 clusters Score -2058704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2047440.500000 Penalty: 4795.148926
	Iteration 0F: 3 clusters Score -2047440 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2051816.000000 Penalty: 4795.148926
	Iteration 1F: 3 clusters Score -2051816 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2053014.375000 Penalty: 4795.148926
	Iteration 2F: 3 clusters Score -2053014 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2054196.125000 Penalty: 4795.148926
	Iteration 3F: 3 clusters Score -2054196 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2055148.250000 Penalty: 4795.148926
	Iteration 4F: 3 clusters Score -2055148 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2055701.500000 Penalty: 4795.148926
	Iteration 5F: 3 clusters Score -2055702 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2056028.500000 Penalty: 4795.148926
	Iteration 6Q: 3 clusters Score -2056028 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2056213.375000 Penalty: 4795.148926
	Iteration 7Q: 3 clusters Score -2056213 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2056317.375000 Penalty: 4795.148926
	Iteration 8Q: 3 clusters Score -2056317 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2056370.875000 Penalty: 4795.148926
	Iteration 9Q: 3 clusters Score -2056371 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2056415.375000 Penalty: 4795.148926
	Iteration 10Q: 3 clusters Score -2056415 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2056435.625000 Penalty: 4795.148926
	Iteration 11Q: 3 clusters Score -2056436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2056453.750000 Penalty: 4795.148926
	Iteration 12Q: 3 clusters Score -2056454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2056474.125000 Penalty: 4795.148926
	Iteration 13Q: 3 clusters Score -2056474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2056487.250000 Penalty: 4795.148926
	Iteration 14Q: 3 clusters Score -2056487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2056497.875000 Penalty: 4795.148926
	Iteration 15Q: 3 clusters Score -2056498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2056511.125000 Penalty: 4795.148926
	Iteration 16Q: 3 clusters Score -2056511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2056522.000000 Penalty: 4795.148926
	Iteration 17Q: 3 clusters Score -2056522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2056526.375000 Penalty: 4795.148926
	Iteration 18Q: 3 clusters Score -2056526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2056538.750000 Penalty: 4795.148926
	Iteration 19Q: 3 clusters Score -2056539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2056543.500000 Penalty: 4795.148926
	Iteration 20F: 3 clusters Score -2056544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2056549.625000 Penalty: 4795.148926
	Iteration 21Q: 3 clusters Score -2056550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2056562.500000 Penalty: 4795.148926
	Iteration 22Q: 3 clusters Score -2056562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2056571.000000 Penalty: 4795.148926
	Iteration 23Q: 3 clusters Score -2056571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2056587.250000 Penalty: 4795.148926
	Iteration 24Q: 3 clusters Score -2056587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2056588.000000 Penalty: 4795.148926
	Iteration 25Q: 3 clusters Score -2056588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2056591.500000 Penalty: 4795.148926
	Iteration 26Q: 3 clusters Score -2056592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2056598.250000 Penalty: 4795.148926
	Iteration 27Q: 3 clusters Score -2056598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2056608.750000 Penalty: 4795.148926
	Iteration 28Q: 3 clusters Score -2056609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2056613.500000 Penalty: 4795.148926
	Iteration 29Q: 3 clusters Score -2056614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2056614.875000 Penalty: 4795.148926
	Iteration 30Q: 3 clusters Score -2056615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2056610.625000 Penalty: 4795.148926
	Iteration 31Q: 3 clusters Score -2056611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2056613.250000 Penalty: 4795.148926
	Iteration 32Q: 3 clusters Score -2056613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2056615.500000 Penalty: 4795.148926
	Iteration 33Q: 3 clusters Score -2056616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2056615.625000 Penalty: 4795.148926
	Iteration 34Q: 3 clusters Score -2056616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2056618.250000 Penalty: 4795.148926
	Iteration 35Q: 3 clusters Score -2056618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2056620.625000 Penalty: 4795.148926
	Iteration 36Q: 3 clusters Score -2056621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2056622.375000 Penalty: 4795.148926
	Iteration 37Q: 3 clusters Score -2056622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2056626.625000 Penalty: 4795.148926
	Iteration 38Q: 3 clusters Score -2056627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2056623.500000 Penalty: 4795.148926
	Iteration 39Q: 3 clusters Score -2056624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2056626.375000 Penalty: 4795.148926
	Iteration 40F: 3 clusters Score -2056626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2056622.875000 Penalty: 4795.148926
	Iteration 41Q: 3 clusters Score -2056623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2056623.000000 Penalty: 4795.148926
	Iteration 42Q: 3 clusters Score -2056623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2056625.375000 Penalty: 4795.148926
	Iteration 43Q: 3 clusters Score -2056625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2056624.375000 Penalty: 4795.148926
	Iteration 44Q: 3 clusters Score -2056624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2056622.875000 Penalty: 4795.148926
	Iteration 45Q: 3 clusters Score -2056623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2056625.000000 Penalty: 4795.148926
	Iteration 46Q: 3 clusters Score -2056625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2056625.750000 Penalty: 4795.148926
	Iteration 47Q: 3 clusters Score -2056626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2056627.250000 Penalty: 4795.148926
	Iteration 48Q: 3 clusters Score -2056627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2056628.875000 Penalty: 4795.148926
	Iteration 49Q: 3 clusters Score -2056629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2056630.625000 Penalty: 4795.148926
	Iteration 50Q: 3 clusters Score -2056631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2056631.250000 Penalty: 4795.148926
	Iteration 51Q: 3 clusters Score -2056631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2056632.000000 Penalty: 4795.148926
	Iteration 52Q: 3 clusters Score -2056632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2056631.750000 Penalty: 4795.148926
	Iteration 53Q: 3 clusters Score -2056632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2056634.375000 Penalty: 4795.148926
	Iteration 54Q: 3 clusters Score -2056634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2056633.750000 Penalty: 4795.148926
	Iteration 55Q: 3 clusters Score -2056634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2056633.750000 Penalty: 4795.148926
	Iteration 56Q: 3 clusters Score -2056634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2056635.750000 Penalty: 4795.148926
	Iteration 57Q: 3 clusters Score -2056636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2056640.125000 Penalty: 4795.148926
	Iteration 58Q: 3 clusters Score -2056640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2056639.875000 Penalty: 4795.148926
	Iteration 59Q: 3 clusters Score -2056640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2056639.875000 Penalty: 4795.148926
	Iteration 60F: 3 clusters Score -2056640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Entering Unmasked Estep 
Score: -16611958.000000 Penalty: 2913.028320
	Iteration 0F: 2 clusters Score -1.661196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -16527697.000000 Penalty: 5826.056641
	Iteration 0F: 3 clusters Score -1.65277e+07 nChanged 60190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -16562733.000000 Penalty: 5826.056641
	Iteration 1F: 3 clusters Score -1.656273e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -16564304.000000 Penalty: 5826.056641
	Iteration 2Q: 3 clusters Score -1.65643e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -16567190.000000 Penalty: 5826.056641
	Iteration 3Q: 3 clusters Score -1.656719e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -16571996.000000 Penalty: 5826.056641
	Iteration 4F: 3 clusters Score -1.6572e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -16579088.000000 Penalty: 5826.056641
	Iteration 5F: 3 clusters Score -1.657909e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -16587478.000000 Penalty: 5826.056641
	Iteration 6F: 3 clusters Score -1.658748e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 112411 members 
Entering Unmasked Estep 
Score: -16595944.000000 Penalty: 5826.056641
	Iteration 7F: 3 clusters Score -1.659594e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -16603111.000000 Penalty: 5826.056641
	Iteration 8F: 3 clusters Score -1.660311e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -16607093.000000 Penalty: 5826.056641
	Iteration 9Q: 3 clusters Score -1.660709e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -16608653.000000 Penalty: 5826.056641
	Iteration 10Q: 3 clusters Score -1.660865e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 125835 members 
Entering Unmasked Estep 
Score: -16609090.000000 Penalty: 5826.056641
	Iteration 11Q: 3 clusters Score -1.660909e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -16609229.000000 Penalty: 5826.056641
	Iteration 12Q: 3 clusters Score -1.660923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -16609323.000000 Penalty: 5826.056641
	Iteration 13Q: 3 clusters Score -1.660932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16609356.000000 Penalty: 5826.056641
	Iteration 14Q: 3 clusters Score -1.660936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -16609388.000000 Penalty: 5826.056641
	Iteration 15Q: 3 clusters Score -1.660939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -16609407.000000 Penalty: 5826.056641
	Iteration 16Q: 3 clusters Score -1.660941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -16609423.000000 Penalty: 5826.056641
	Iteration 17Q: 3 clusters Score -1.660942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16609429.000000 Penalty: 5826.056641
	Iteration 18Q: 3 clusters Score -1.660943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16609437.000000 Penalty: 5826.056641
	Iteration 19Q: 3 clusters Score -1.660944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16609440.000000 Penalty: 5826.056641
	Iteration 20F: 3 clusters Score -1.660944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16609448.000000 Penalty: 5826.056641
	Iteration 21Q: 3 clusters Score -1.660945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16609440.000000 Penalty: 5826.056641
	Iteration 22Q: 3 clusters Score -1.660944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -16609453.000000 Penalty: 5826.056641
	Iteration 23Q: 3 clusters Score -1.660945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -16609459.000000 Penalty: 5826.056641
	Iteration 24Q: 3 clusters Score -1.660946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -16609459.000000 Penalty: 5826.056641
	Iteration 25F: 3 clusters Score -1.660946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1407230.125000 Penalty: 2299.921875
	Iteration 0F: 2 clusters Score -1407230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1399061.375000 Penalty: 4599.843750
	Iteration 0F: 3 clusters Score -1399061 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1401460.250000 Penalty: 4599.843750
	Iteration 1F: 3 clusters Score -1401460 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1401780.000000 Penalty: 4599.843750
	Iteration 2F: 3 clusters Score -1401780 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1402111.875000 Penalty: 4599.843750
	Iteration 3F: 3 clusters Score -1402112 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1402507.000000 Penalty: 4599.843750
	Iteration 4F: 3 clusters Score -1402507 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1403010.125000 Penalty: 4599.843750
	Iteration 5F: 3 clusters Score -1403010 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1403626.250000 Penalty: 4599.843750
	Iteration 6F: 3 clusters Score -1403626 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1404239.625000 Penalty: 4599.843750
	Iteration 7F: 3 clusters Score -1404240 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1404771.250000 Penalty: 4599.843750
	Iteration 8F: 3 clusters Score -1404771 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1405102.375000 Penalty: 4599.843750
	Iteration 9Q: 3 clusters Score -1405102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1405276.375000 Penalty: 4599.843750
	Iteration 10Q: 3 clusters Score -1405276 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1405373.125000 Penalty: 4599.843750
	Iteration 11Q: 3 clusters Score -1405373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1405420.000000 Penalty: 4599.843750
	Iteration 12Q: 3 clusters Score -1405420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1405440.000000 Penalty: 4599.843750
	Iteration 13Q: 3 clusters Score -1405440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1405459.750000 Penalty: 4599.843750
	Iteration 14Q: 3 clusters Score -1405460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1405473.000000 Penalty: 4599.843750
	Iteration 15Q: 3 clusters Score -1405473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1405483.625000 Penalty: 4599.843750
	Iteration 16Q: 3 clusters Score -1405484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1405490.500000 Penalty: 4599.843750
	Iteration 17Q: 3 clusters Score -1405490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1405497.625000 Penalty: 4599.843750
	Iteration 18Q: 3 clusters Score -1405498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1405502.625000 Penalty: 4599.843750
	Iteration 19Q: 3 clusters Score -1405503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1405506.125000 Penalty: 4599.843750
	Iteration 20F: 3 clusters Score -1405506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1405505.750000 Penalty: 4599.843750
	Iteration 21Q: 3 clusters Score -1405506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1405508.625000 Penalty: 4599.843750
	Iteration 22Q: 3 clusters Score -1405509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1405511.000000 Penalty: 4599.843750
	Iteration 23Q: 3 clusters Score -1405511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1405510.125000 Penalty: 4599.843750
	Iteration 24Q: 3 clusters Score -1405510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1405511.375000 Penalty: 4599.843750
	Iteration 25Q: 3 clusters Score -1405511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1405508.625000 Penalty: 4599.843750
	Iteration 26Q: 3 clusters Score -1405509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1405511.250000 Penalty: 4599.843750
	Iteration 27Q: 3 clusters Score -1405511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1405512.000000 Penalty: 4599.843750
	Iteration 28Q: 3 clusters Score -1405512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1405513.250000 Penalty: 4599.843750
	Iteration 29Q: 3 clusters Score -1405513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1405514.750000 Penalty: 4599.843750
	Iteration 30Q: 3 clusters Score -1405515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1405514.000000 Penalty: 4599.843750
	Iteration 31Q: 3 clusters Score -1405514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1405513.250000 Penalty: 4599.843750
	Iteration 32Q: 3 clusters Score -1405513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1405513.250000 Penalty: 4599.843750
	Iteration 33F: 3 clusters Score -1405513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Entering Unmasked Estep 
Score: -3092728.500000 Penalty: 2498.495605
	Iteration 0F: 2 clusters Score -3092728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3076132.000000 Penalty: 4996.991211
	Iteration 0F: 3 clusters Score -3076132 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3081876.250000 Penalty: 4996.991211
	Iteration 1F: 3 clusters Score -3081876 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3082483.250000 Penalty: 4996.991211
	Iteration 2F: 3 clusters Score -3082483 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3083164.750000 Penalty: 4996.991211
	Iteration 3F: 3 clusters Score -3083165 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3083930.000000 Penalty: 4996.991211
	Iteration 4F: 3 clusters Score -3083930 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3084849.250000 Penalty: 4996.991211
	Iteration 5F: 3 clusters Score -3084849 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3085852.250000 Penalty: 4996.991211
	Iteration 6F: 3 clusters Score -3085852 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3086863.500000 Penalty: 4996.991211
	Iteration 7F: 3 clusters Score -3086864 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3087753.000000 Penalty: 4996.991211
	Iteration 8F: 3 clusters Score -3087753 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3088498.250000 Penalty: 4996.991211
	Iteration 9Q: 3 clusters Score -3088498 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3089082.750000 Penalty: 4996.991211
	Iteration 10Q: 3 clusters Score -3089083 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3089522.250000 Penalty: 4996.991211
	Iteration 11Q: 3 clusters Score -3089522 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3089932.500000 Penalty: 4996.991211
	Iteration 12Q: 3 clusters Score -3089932 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3090216.000000 Penalty: 4996.991211
	Iteration 13Q: 3 clusters Score -3090216 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3090390.250000 Penalty: 4996.991211
	Iteration 14Q: 3 clusters Score -3090390 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3090510.750000 Penalty: 4996.991211
	Iteration 15Q: 3 clusters Score -3090511 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3090581.250000 Penalty: 4996.991211
	Iteration 16Q: 3 clusters Score -3090581 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3090630.500000 Penalty: 4996.991211
	Iteration 17Q: 3 clusters Score -3090630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3090656.250000 Penalty: 4996.991211
	Iteration 18Q: 3 clusters Score -3090656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3090693.000000 Penalty: 4996.991211
	Iteration 19Q: 3 clusters Score -3090693 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3090724.000000 Penalty: 4996.991211
	Iteration 20F: 3 clusters Score -3090724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3090733.000000 Penalty: 4996.991211
	Iteration 21Q: 3 clusters Score -3090733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3090765.750000 Penalty: 4996.991211
	Iteration 22Q: 3 clusters Score -3090766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3090776.000000 Penalty: 4996.991211
	Iteration 23Q: 3 clusters Score -3090776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3090801.750000 Penalty: 4996.991211
	Iteration 24Q: 3 clusters Score -3090802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3090812.000000 Penalty: 4996.991211
	Iteration 25Q: 3 clusters Score -3090812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3090814.250000 Penalty: 4996.991211
	Iteration 26Q: 3 clusters Score -3090814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3090832.250000 Penalty: 4996.991211
	Iteration 27Q: 3 clusters Score -3090832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3090851.250000 Penalty: 4996.991211
	Iteration 28Q: 3 clusters Score -3090851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3090868.750000 Penalty: 4996.991211
	Iteration 29Q: 3 clusters Score -3090869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3090885.250000 Penalty: 4996.991211
	Iteration 30Q: 3 clusters Score -3090885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3090896.500000 Penalty: 4996.991211
	Iteration 31Q: 3 clusters Score -3090896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3090904.000000 Penalty: 4996.991211
	Iteration 32Q: 3 clusters Score -3090904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3090909.000000 Penalty: 4996.991211
	Iteration 33Q: 3 clusters Score -3090909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3090919.000000 Penalty: 4996.991211
	Iteration 34Q: 3 clusters Score -3090919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3090919.750000 Penalty: 4996.991211
	Iteration 35Q: 3 clusters Score -3090920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3090922.500000 Penalty: 4996.991211
	Iteration 36Q: 3 clusters Score -3090922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3090942.750000 Penalty: 4996.991211
	Iteration 37Q: 3 clusters Score -3090943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3090945.750000 Penalty: 4996.991211
	Iteration 38Q: 3 clusters Score -3090946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3090946.500000 Penalty: 4996.991211
	Iteration 39Q: 3 clusters Score -3090946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3090955.000000 Penalty: 4996.991211
	Iteration 40F: 3 clusters Score -3090955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3090971.000000 Penalty: 4996.991211
	Iteration 41Q: 3 clusters Score -3090971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3090986.000000 Penalty: 4996.991211
	Iteration 42Q: 3 clusters Score -3090986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3091005.000000 Penalty: 4996.991211
	Iteration 43Q: 3 clusters Score -3091005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3091015.000000 Penalty: 4996.991211
	Iteration 44Q: 3 clusters Score -3091015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3091018.000000 Penalty: 4996.991211
	Iteration 45Q: 3 clusters Score -3091018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3091025.750000 Penalty: 4996.991211
	Iteration 46Q: 3 clusters Score -3091026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3091032.500000 Penalty: 4996.991211
	Iteration 47Q: 3 clusters Score -3091032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3091035.500000 Penalty: 4996.991211
	Iteration 48Q: 3 clusters Score -3091036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3091046.500000 Penalty: 4996.991211
	Iteration 49Q: 3 clusters Score -3091046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3091051.750000 Penalty: 4996.991211
	Iteration 50Q: 3 clusters Score -3091052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3091054.750000 Penalty: 4996.991211
	Iteration 51Q: 3 clusters Score -3091055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3091071.500000 Penalty: 4996.991211
	Iteration 52Q: 3 clusters Score -3091072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3091063.750000 Penalty: 4996.991211
	Iteration 53Q: 3 clusters Score -3091064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3091074.000000 Penalty: 4996.991211
	Iteration 54Q: 3 clusters Score -3091074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3091072.000000 Penalty: 4996.991211
	Iteration 55Q: 3 clusters Score -3091072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3091084.250000 Penalty: 4996.991211
	Iteration 56Q: 3 clusters Score -3091084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3091089.000000 Penalty: 4996.991211
	Iteration 57Q: 3 clusters Score -3091089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3091085.000000 Penalty: 4996.991211
	Iteration 58Q: 3 clusters Score -3091085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3091090.500000 Penalty: 4996.991211
	Iteration 59Q: 3 clusters Score -3091090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3091092.500000 Penalty: 4996.991211
	Iteration 60F: 3 clusters Score -3091092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3091096.000000 Penalty: 4996.991211
	Iteration 61Q: 3 clusters Score -3091096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3091098.000000 Penalty: 4996.991211
	Iteration 62Q: 3 clusters Score -3091098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3091096.500000 Penalty: 4996.991211
	Iteration 63Q: 3 clusters Score -3091096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3091098.000000 Penalty: 4996.991211
	Iteration 64Q: 3 clusters Score -3091098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3091100.500000 Penalty: 4996.991211
	Iteration 65Q: 3 clusters Score -3091100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3091102.000000 Penalty: 4996.991211
	Iteration 66Q: 3 clusters Score -3091102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3091107.500000 Penalty: 4996.991211
	Iteration 67Q: 3 clusters Score -3091108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3091108.750000 Penalty: 4996.991211
	Iteration 68Q: 3 clusters Score -3091109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3091114.000000 Penalty: 4996.991211
	Iteration 69Q: 3 clusters Score -3091114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3091116.000000 Penalty: 4996.991211
	Iteration 70Q: 3 clusters Score -3091116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3091116.000000 Penalty: 4996.991211
	Iteration 71F: 3 clusters Score -3091116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Entering Unmasked Estep 
Score: -3388941.250000 Penalty: 2515.877686
	Iteration 0F: 2 clusters Score -3388941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3371430.500000 Penalty: 5031.755371
	Iteration 0F: 3 clusters Score -3371430 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3377323.000000 Penalty: 5031.755371
	Iteration 1F: 3 clusters Score -3377323 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3377756.000000 Penalty: 5031.755371
	Iteration 2Q: 3 clusters Score -3377756 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3378178.250000 Penalty: 5031.755371
	Iteration 3Q: 3 clusters Score -3378178 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3378657.750000 Penalty: 5031.755371
	Iteration 4Q: 3 clusters Score -3378658 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3379176.500000 Penalty: 5031.755371
	Iteration 5Q: 3 clusters Score -3379176 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3379701.750000 Penalty: 5031.755371
	Iteration 6Q: 3 clusters Score -3379702 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3380293.500000 Penalty: 5031.755371
	Iteration 7Q: 3 clusters Score -3380294 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3381001.250000 Penalty: 5031.755371
	Iteration 8F: 3 clusters Score -3381001 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3381797.250000 Penalty: 5031.755371
	Iteration 9F: 3 clusters Score -3381797 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3382679.000000 Penalty: 5031.755371
	Iteration 10F: 3 clusters Score -3382679 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3383638.500000 Penalty: 5031.755371
	Iteration 11F: 3 clusters Score -3383638 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3384572.500000 Penalty: 5031.755371
	Iteration 12Q: 3 clusters Score -3384572 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3385546.750000 Penalty: 5031.755371
	Iteration 13Q: 3 clusters Score -3385547 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3386489.000000 Penalty: 5031.755371
	Iteration 14Q: 3 clusters Score -3386489 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3387173.250000 Penalty: 5031.755371
	Iteration 15Q: 3 clusters Score -3387173 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3387503.750000 Penalty: 5031.755371
	Iteration 16Q: 3 clusters Score -3387504 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3387616.000000 Penalty: 5031.755371
	Iteration 17Q: 3 clusters Score -3387616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3387689.750000 Penalty: 5031.755371
	Iteration 18Q: 3 clusters Score -3387690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3387741.500000 Penalty: 5031.755371
	Iteration 19Q: 3 clusters Score -3387742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3387747.250000 Penalty: 5031.755371
	Iteration 20F: 3 clusters Score -3387747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3387758.250000 Penalty: 5031.755371
	Iteration 21Q: 3 clusters Score -3387758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3387772.750000 Penalty: 5031.755371
	Iteration 22Q: 3 clusters Score -3387773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3387771.500000 Penalty: 5031.755371
	Iteration 23Q: 3 clusters Score -3387772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3387771.750000 Penalty: 5031.755371
	Iteration 24Q: 3 clusters Score -3387772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3387779.750000 Penalty: 5031.755371
	Iteration 25Q: 3 clusters Score -3387780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3387790.000000 Penalty: 5031.755371
	Iteration 26Q: 3 clusters Score -3387790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3387783.000000 Penalty: 5031.755371
	Iteration 27Q: 3 clusters Score -3387783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3387780.000000 Penalty: 5031.755371
	Iteration 28Q: 3 clusters Score -3387780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3387776.000000 Penalty: 5031.755371
	Iteration 29Q: 3 clusters Score -3387776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3387777.500000 Penalty: 5031.755371
	Iteration 30Q: 3 clusters Score -3387778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3387777.500000 Penalty: 5031.755371
	Iteration 31F: 3 clusters Score -3387778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (135314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Entering Unmasked Estep 
Score: -18020518.000000 Penalty: 2930.207520
	Iteration 0F: 2 clusters Score -1.802052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -17931092.000000 Penalty: 5860.415039
	Iteration 0F: 3 clusters Score -1.793109e+07 nChanged 64331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -17968066.000000 Penalty: 5860.415039
	Iteration 1F: 3 clusters Score -1.796807e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -17968878.000000 Penalty: 5860.415039
	Iteration 2Q: 3 clusters Score -1.796888e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -17969888.000000 Penalty: 5860.415039
	Iteration 3Q: 3 clusters Score -1.796989e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -17971334.000000 Penalty: 5860.415039
	Iteration 4Q: 3 clusters Score -1.797133e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -17973242.000000 Penalty: 5860.415039
	Iteration 5Q: 3 clusters Score -1.797324e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -17976764.000000 Penalty: 5860.415039
	Iteration 6F: 3 clusters Score -1.797676e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -17982922.000000 Penalty: 5860.415039
	Iteration 7F: 3 clusters Score -1.798292e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -17991506.000000 Penalty: 5860.415039
	Iteration 8F: 3 clusters Score -1.799151e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -18000942.000000 Penalty: 5860.415039
	Iteration 9F: 3 clusters Score -1.800094e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -18007770.000000 Penalty: 5860.415039
	Iteration 10F: 3 clusters Score -1.800777e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -18010916.000000 Penalty: 5860.415039
	Iteration 11Q: 3 clusters Score -1.801092e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -18012182.000000 Penalty: 5860.415039
	Iteration 12Q: 3 clusters Score -1.801218e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -18013104.000000 Penalty: 5860.415039
	Iteration 13Q: 3 clusters Score -1.80131e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 121081 members 
Entering Unmasked Estep 
Score: -18013788.000000 Penalty: 5860.415039
	Iteration 14Q: 3 clusters Score -1.801379e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 122409 members 
Entering Unmasked Estep 
Score: -18014452.000000 Penalty: 5860.415039
	Iteration 15Q: 3 clusters Score -1.801445e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -18014936.000000 Penalty: 5860.415039
	Iteration 16Q: 3 clusters Score -1.801494e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -18015332.000000 Penalty: 5860.415039
	Iteration 17Q: 3 clusters Score -1.801533e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -18015694.000000 Penalty: 5860.415039
	Iteration 18Q: 3 clusters Score -1.801569e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -18015990.000000 Penalty: 5860.415039
	Iteration 19Q: 3 clusters Score -1.801599e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -18016334.000000 Penalty: 5860.415039
	Iteration 20F: 3 clusters Score -1.801633e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -18016530.000000 Penalty: 5860.415039
	Iteration 21Q: 3 clusters Score -1.801653e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -18016790.000000 Penalty: 5860.415039
	Iteration 22Q: 3 clusters Score -1.801679e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -18016900.000000 Penalty: 5860.415039
	Iteration 23Q: 3 clusters Score -1.80169e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -18017138.000000 Penalty: 5860.415039
	Iteration 24Q: 3 clusters Score -1.801714e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 130081 members 
Entering Unmasked Estep 
Score: -18017286.000000 Penalty: 5860.415039
	Iteration 25Q: 3 clusters Score -1.801729e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 130447 members 
Entering Unmasked Estep 
Score: -18017452.000000 Penalty: 5860.415039
	Iteration 26Q: 3 clusters Score -1.801745e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -18017536.000000 Penalty: 5860.415039
	Iteration 27Q: 3 clusters Score -1.801754e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -18017638.000000 Penalty: 5860.415039
	Iteration 28Q: 3 clusters Score -1.801764e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -18017690.000000 Penalty: 5860.415039
	Iteration 29Q: 3 clusters Score -1.801769e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 131471 members 
Entering Unmasked Estep 
Score: -18017758.000000 Penalty: 5860.415039
	Iteration 30Q: 3 clusters Score -1.801776e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -18017834.000000 Penalty: 5860.415039
	Iteration 31Q: 3 clusters Score -1.801783e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
Score: -18017878.000000 Penalty: 5860.415039
	Iteration 32Q: 3 clusters Score -1.801788e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -18017884.000000 Penalty: 5860.415039
	Iteration 33Q: 3 clusters Score -1.801788e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 132189 members 
Entering Unmasked Estep 
Score: -18017968.000000 Penalty: 5860.415039
	Iteration 34Q: 3 clusters Score -1.801797e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -18018026.000000 Penalty: 5860.415039
	Iteration 35Q: 3 clusters Score -1.801803e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 132449 members 
Entering Unmasked Estep 
Score: -18018012.000000 Penalty: 5860.415039
	Iteration 36Q: 3 clusters Score -1.801801e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -18018104.000000 Penalty: 5860.415039
	Iteration 37Q: 3 clusters Score -1.80181e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -18018116.000000 Penalty: 5860.415039
	Iteration 38Q: 3 clusters Score -1.801812e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 132713 members 
Entering Unmasked Estep 
Score: -18018134.000000 Penalty: 5860.415039
	Iteration 39Q: 3 clusters Score -1.801813e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -18018104.000000 Penalty: 5860.415039
	Iteration 40F: 3 clusters Score -1.80181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -18018100.000000 Penalty: 5860.415039
	Iteration 41Q: 3 clusters Score -1.80181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -18018106.000000 Penalty: 5860.415039
	Iteration 42Q: 3 clusters Score -1.801811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -18018144.000000 Penalty: 5860.415039
	Iteration 43Q: 3 clusters Score -1.801814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -18018130.000000 Penalty: 5860.415039
	Iteration 44Q: 3 clusters Score -1.801813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -18018122.000000 Penalty: 5860.415039
	Iteration 45Q: 3 clusters Score -1.801812e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 133043 members 
Entering Unmasked Estep 
Score: -18018136.000000 Penalty: 5860.415039
	Iteration 46Q: 3 clusters Score -1.801814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -18018132.000000 Penalty: 5860.415039
	Iteration 47Q: 3 clusters Score -1.801813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -18018156.000000 Penalty: 5860.415039
	Iteration 48Q: 3 clusters Score -1.801816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 133146 members 
Entering Unmasked Estep 
Score: -18018184.000000 Penalty: 5860.415039
	Iteration 49Q: 3 clusters Score -1.801818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -18018190.000000 Penalty: 5860.415039
	Iteration 50Q: 3 clusters Score -1.801819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -18018200.000000 Penalty: 5860.415039
	Iteration 51Q: 3 clusters Score -1.80182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -18018206.000000 Penalty: 5860.415039
	Iteration 52Q: 3 clusters Score -1.801821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -18018224.000000 Penalty: 5860.415039
	Iteration 53Q: 3 clusters Score -1.801822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -18018222.000000 Penalty: 5860.415039
	Iteration 54Q: 3 clusters Score -1.801822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -18018228.000000 Penalty: 5860.415039
	Iteration 55Q: 3 clusters Score -1.801823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 133301 members 
Entering Unmasked Estep 
Score: -18018220.000000 Penalty: 5860.415039
	Iteration 56Q: 3 clusters Score -1.801822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 133315 members 
Entering Unmasked Estep 
Score: -18018216.000000 Penalty: 5860.415039
	Iteration 57Q: 3 clusters Score -1.801822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 133327 members 
Entering Unmasked Estep 
Score: -18018228.000000 Penalty: 5860.415039
	Iteration 58Q: 3 clusters Score -1.801823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 133340 members 
Entering Unmasked Estep 
Score: -18018224.000000 Penalty: 5860.415039
	Iteration 59Q: 3 clusters Score -1.801822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -18018216.000000 Penalty: 5860.415039
	Iteration 60F: 3 clusters Score -1.801822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 133359 members 
Entering Unmasked Estep 
Score: -18018220.000000 Penalty: 5860.415039
	Iteration 61Q: 3 clusters Score -1.801822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -18018224.000000 Penalty: 5860.415039
	Iteration 62Q: 3 clusters Score -1.801822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -18018208.000000 Penalty: 5860.415039
	Iteration 63Q: 3 clusters Score -1.801821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -18018222.000000 Penalty: 5860.415039
	Iteration 64Q: 3 clusters Score -1.801822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -18018212.000000 Penalty: 5860.415039
	Iteration 65Q: 3 clusters Score -1.801821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 133394 members 
Entering Unmasked Estep 
Score: -18018214.000000 Penalty: 5860.415039
	Iteration 66Q: 3 clusters Score -1.801821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -18018224.000000 Penalty: 5860.415039
	Iteration 67Q: 3 clusters Score -1.801822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 133403 members 
Entering Unmasked Estep 
Score: -18018228.000000 Penalty: 5860.415039
	Iteration 68Q: 3 clusters Score -1.801823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 133407 members 
Entering Unmasked Estep 
Score: -18018222.000000 Penalty: 5860.415039
	Iteration 69Q: 3 clusters Score -1.801822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 133410 members 
Entering Unmasked Estep 
Score: -18018224.000000 Penalty: 5860.415039
	Iteration 70Q: 3 clusters Score -1.801822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 133414 members 
Entering Unmasked Estep 
Score: -18018226.000000 Penalty: 5860.415039
	Iteration 71Q: 3 clusters Score -1.801823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -18018222.000000 Penalty: 5860.415039
	Iteration 72Q: 3 clusters Score -1.801822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -18018228.000000 Penalty: 5860.415039
	Iteration 73Q: 3 clusters Score -1.801823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -18018232.000000 Penalty: 5860.415039
	Iteration 74Q: 3 clusters Score -1.801823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -18018234.000000 Penalty: 5860.415039
	Iteration 75Q: 3 clusters Score -1.801823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 133429 members 
Entering Unmasked Estep 
Score: -18018234.000000 Penalty: 5860.415039
	Iteration 76Q: 3 clusters Score -1.801823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 133429 members 
Entering Unmasked Estep 
Score: -18018234.000000 Penalty: 5860.415039
	Iteration 77F: 3 clusters Score -1.801823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -875229.312500 Penalty: 2176.527832
	Iteration 0F: 2 clusters Score -875229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -869731.687500 Penalty: 4353.055664
	Iteration 0F: 3 clusters Score -869731.7 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -871169.937500 Penalty: 4353.055664
	Iteration 1F: 3 clusters Score -871169.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -871447.187500 Penalty: 4353.055664
	Iteration 2F: 3 clusters Score -871447.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -871617.187500 Penalty: 4353.055664
	Iteration 3Q: 3 clusters Score -871617.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -871763.750000 Penalty: 4353.055664
	Iteration 4Q: 3 clusters Score -871763.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -871874.625000 Penalty: 4353.055664
	Iteration 5Q: 3 clusters Score -871874.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -871968.125000 Penalty: 4353.055664
	Iteration 6Q: 3 clusters Score -871968.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -872056.375000 Penalty: 4353.055664
	Iteration 7Q: 3 clusters Score -872056.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -872143.562500 Penalty: 4353.055664
	Iteration 8Q: 3 clusters Score -872143.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -872214.687500 Penalty: 4353.055664
	Iteration 9Q: 3 clusters Score -872214.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -872287.250000 Penalty: 4353.055664
	Iteration 10Q: 3 clusters Score -872287.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -872386.125000 Penalty: 4353.055664
	Iteration 11Q: 3 clusters Score -872386.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -872484.687500 Penalty: 4353.055664
	Iteration 12Q: 3 clusters Score -872484.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -872561.000000 Penalty: 4353.055664
	Iteration 13Q: 3 clusters Score -872561 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -872637.312500 Penalty: 4353.055664
	Iteration 14Q: 3 clusters Score -872637.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -872709.125000 Penalty: 4353.055664
	Iteration 15Q: 3 clusters Score -872709.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -872773.875000 Penalty: 4353.055664
	Iteration 16Q: 3 clusters Score -872773.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -872861.875000 Penalty: 4353.055664
	Iteration 17Q: 3 clusters Score -872861.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -872958.812500 Penalty: 4353.055664
	Iteration 18Q: 3 clusters Score -872958.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -873039.562500 Penalty: 4353.055664
	Iteration 19Q: 3 clusters Score -873039.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -873098.500000 Penalty: 4353.055664
	Iteration 20F: 3 clusters Score -873098.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -873142.687500 Penalty: 4353.055664
	Iteration 21Q: 3 clusters Score -873142.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -873170.500000 Penalty: 4353.055664
	Iteration 22Q: 3 clusters Score -873170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -873193.375000 Penalty: 4353.055664
	Iteration 23Q: 3 clusters Score -873193.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -873213.937500 Penalty: 4353.055664
	Iteration 24Q: 3 clusters Score -873213.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -873233.500000 Penalty: 4353.055664
	Iteration 25Q: 3 clusters Score -873233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -873250.937500 Penalty: 4353.055664
	Iteration 26Q: 3 clusters Score -873250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -873264.187500 Penalty: 4353.055664
	Iteration 27Q: 3 clusters Score -873264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -873268.125000 Penalty: 4353.055664
	Iteration 28Q: 3 clusters Score -873268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -873272.750000 Penalty: 4353.055664
	Iteration 29Q: 3 clusters Score -873272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -873283.750000 Penalty: 4353.055664
	Iteration 30Q: 3 clusters Score -873283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -873290.937500 Penalty: 4353.055664
	Iteration 31Q: 3 clusters Score -873290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -873306.250000 Penalty: 4353.055664
	Iteration 32Q: 3 clusters Score -873306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -873313.125000 Penalty: 4353.055664
	Iteration 33Q: 3 clusters Score -873313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -873318.062500 Penalty: 4353.055664
	Iteration 34Q: 3 clusters Score -873318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -873320.875000 Penalty: 4353.055664
	Iteration 35Q: 3 clusters Score -873320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -873322.625000 Penalty: 4353.055664
	Iteration 36Q: 3 clusters Score -873322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -873323.750000 Penalty: 4353.055664
	Iteration 37Q: 3 clusters Score -873323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -873323.750000 Penalty: 4353.055664
	Iteration 38F: 3 clusters Score -873323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Entering Unmasked Estep 
Score: -1799146.750000 Penalty: 2354.197754
	Iteration 0F: 2 clusters Score -1799147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1789443.125000 Penalty: 4708.395508
	Iteration 0F: 3 clusters Score -1789443 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1792416.000000 Penalty: 4708.395508
	Iteration 1F: 3 clusters Score -1792416 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1792704.125000 Penalty: 4708.395508
	Iteration 2F: 3 clusters Score -1792704 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1792900.375000 Penalty: 4708.395508
	Iteration 3Q: 3 clusters Score -1792900 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1793050.500000 Penalty: 4708.395508
	Iteration 4Q: 3 clusters Score -1793050 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1793196.750000 Penalty: 4708.395508
	Iteration 5Q: 3 clusters Score -1793197 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1793310.125000 Penalty: 4708.395508
	Iteration 6Q: 3 clusters Score -1793310 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1793406.750000 Penalty: 4708.395508
	Iteration 7Q: 3 clusters Score -1793407 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1793485.750000 Penalty: 4708.395508
	Iteration 8Q: 3 clusters Score -1793486 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1793572.625000 Penalty: 4708.395508
	Iteration 9Q: 3 clusters Score -1793573 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1793665.625000 Penalty: 4708.395508
	Iteration 10Q: 3 clusters Score -1793666 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1793772.500000 Penalty: 4708.395508
	Iteration 11Q: 3 clusters Score -1793772 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1793893.750000 Penalty: 4708.395508
	Iteration 12Q: 3 clusters Score -1793894 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1794042.875000 Penalty: 4708.395508
	Iteration 13Q: 3 clusters Score -1794043 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1794230.500000 Penalty: 4708.395508
	Iteration 14Q: 3 clusters Score -1794230 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1794454.875000 Penalty: 4708.395508
	Iteration 15Q: 3 clusters Score -1794455 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1794726.250000 Penalty: 4708.395508
	Iteration 16Q: 3 clusters Score -1794726 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1795007.250000 Penalty: 4708.395508
	Iteration 17Q: 3 clusters Score -1795007 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1795298.750000 Penalty: 4708.395508
	Iteration 18Q: 3 clusters Score -1795299 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1795578.000000 Penalty: 4708.395508
	Iteration 19Q: 3 clusters Score -1795578 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1795884.500000 Penalty: 4708.395508
	Iteration 20F: 3 clusters Score -1795884 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1796204.625000 Penalty: 4708.395508
	Iteration 21Q: 3 clusters Score -1796205 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1796512.375000 Penalty: 4708.395508
	Iteration 22Q: 3 clusters Score -1796512 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1796760.125000 Penalty: 4708.395508
	Iteration 23Q: 3 clusters Score -1796760 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1796972.750000 Penalty: 4708.395508
	Iteration 24Q: 3 clusters Score -1796973 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1797130.750000 Penalty: 4708.395508
	Iteration 25Q: 3 clusters Score -1797131 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1797262.875000 Penalty: 4708.395508
	Iteration 26Q: 3 clusters Score -1797263 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1797365.875000 Penalty: 4708.395508
	Iteration 27Q: 3 clusters Score -1797366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1797438.250000 Penalty: 4708.395508
	Iteration 28Q: 3 clusters Score -1797438 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1797499.000000 Penalty: 4708.395508
	Iteration 29Q: 3 clusters Score -1797499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1797564.000000 Penalty: 4708.395508
	Iteration 30Q: 3 clusters Score -1797564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1797606.625000 Penalty: 4708.395508
	Iteration 31Q: 3 clusters Score -1797607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1797644.250000 Penalty: 4708.395508
	Iteration 32Q: 3 clusters Score -1797644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1797673.000000 Penalty: 4708.395508
	Iteration 33Q: 3 clusters Score -1797673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1797690.875000 Penalty: 4708.395508
	Iteration 34Q: 3 clusters Score -1797691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1797701.875000 Penalty: 4708.395508
	Iteration 35Q: 3 clusters Score -1797702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1797710.750000 Penalty: 4708.395508
	Iteration 36Q: 3 clusters Score -1797711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1797725.875000 Penalty: 4708.395508
	Iteration 37Q: 3 clusters Score -1797726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1797738.500000 Penalty: 4708.395508
	Iteration 38Q: 3 clusters Score -1797738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1797751.500000 Penalty: 4708.395508
	Iteration 39Q: 3 clusters Score -1797752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1797761.250000 Penalty: 4708.395508
	Iteration 40F: 3 clusters Score -1797761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1797770.250000 Penalty: 4708.395508
	Iteration 41Q: 3 clusters Score -1797770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1797769.250000 Penalty: 4708.395508
	Iteration 42Q: 3 clusters Score -1797769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1797771.250000 Penalty: 4708.395508
	Iteration 43Q: 3 clusters Score -1797771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1797774.625000 Penalty: 4708.395508
	Iteration 44Q: 3 clusters Score -1797775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1797772.875000 Penalty: 4708.395508
	Iteration 45Q: 3 clusters Score -1797773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1797772.875000 Penalty: 4708.395508
	Iteration 46F: 3 clusters Score -1797773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Entering Unmasked Estep 
Score: -1613549.250000 Penalty: 2357.854492
	Iteration 0F: 2 clusters Score -1613549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1603811.500000 Penalty: 4715.708984
	Iteration 0F: 3 clusters Score -1603812 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1607483.500000 Penalty: 4715.708984
	Iteration 1F: 3 clusters Score -1607484 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1608543.375000 Penalty: 4715.708984
	Iteration 2F: 3 clusters Score -1608543 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1609418.625000 Penalty: 4715.708984
	Iteration 3F: 3 clusters Score -1609419 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1610210.875000 Penalty: 4715.708984
	Iteration 4F: 3 clusters Score -1610211 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1610863.625000 Penalty: 4715.708984
	Iteration 5F: 3 clusters Score -1610864 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1611395.000000 Penalty: 4715.708984
	Iteration 6F: 3 clusters Score -1611395 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1611822.375000 Penalty: 4715.708984
	Iteration 7Q: 3 clusters Score -1611822 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1612122.125000 Penalty: 4715.708984
	Iteration 8Q: 3 clusters Score -1612122 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1612323.000000 Penalty: 4715.708984
	Iteration 9Q: 3 clusters Score -1612323 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1612461.125000 Penalty: 4715.708984
	Iteration 10Q: 3 clusters Score -1612461 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1612568.000000 Penalty: 4715.708984
	Iteration 11Q: 3 clusters Score -1612568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1612666.625000 Penalty: 4715.708984
	Iteration 12Q: 3 clusters Score -1612667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1612737.625000 Penalty: 4715.708984
	Iteration 13Q: 3 clusters Score -1612738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1612791.875000 Penalty: 4715.708984
	Iteration 14Q: 3 clusters Score -1612792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1612850.375000 Penalty: 4715.708984
	Iteration 15Q: 3 clusters Score -1612850 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1612901.000000 Penalty: 4715.708984
	Iteration 16Q: 3 clusters Score -1612901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1612966.125000 Penalty: 4715.708984
	Iteration 17Q: 3 clusters Score -1612966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1613090.250000 Penalty: 4715.708984
	Iteration 18Q: 3 clusters Score -1613090 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1613286.750000 Penalty: 4715.708984
	Iteration 19Q: 3 clusters Score -1613287 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1613485.250000 Penalty: 4715.708984
	Iteration 20F: 3 clusters Score -1613485 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1613637.500000 Penalty: 4715.708984
	Iteration 21Q: 3 clusters Score -1613638 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1613790.000000 Penalty: 4715.708984
	Iteration 22Q: 3 clusters Score -1613790 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1613937.750000 Penalty: 4715.708984
	Iteration 23Q: 3 clusters Score -1613938 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1614034.250000 Penalty: 4715.708984
	Iteration 24Q: 3 clusters Score -1614034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1614112.875000 Penalty: 4715.708984
	Iteration 25Q: 3 clusters Score -1614113 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1614167.000000 Penalty: 4715.708984
	Iteration 26Q: 3 clusters Score -1614167 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1614222.875000 Penalty: 4715.708984
	Iteration 27Q: 3 clusters Score -1614223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1614270.125000 Penalty: 4715.708984
	Iteration 28Q: 3 clusters Score -1614270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1614305.500000 Penalty: 4715.708984
	Iteration 29Q: 3 clusters Score -1614306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1614334.875000 Penalty: 4715.708984
	Iteration 30Q: 3 clusters Score -1614335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1614355.125000 Penalty: 4715.708984
	Iteration 31Q: 3 clusters Score -1614355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1614375.500000 Penalty: 4715.708984
	Iteration 32Q: 3 clusters Score -1614376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1614389.250000 Penalty: 4715.708984
	Iteration 33Q: 3 clusters Score -1614389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1614403.375000 Penalty: 4715.708984
	Iteration 34Q: 3 clusters Score -1614403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1614411.125000 Penalty: 4715.708984
	Iteration 35Q: 3 clusters Score -1614411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1614421.375000 Penalty: 4715.708984
	Iteration 36Q: 3 clusters Score -1614421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1614426.500000 Penalty: 4715.708984
	Iteration 37Q: 3 clusters Score -1614426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1614436.125000 Penalty: 4715.708984
	Iteration 38Q: 3 clusters Score -1614436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1614444.125000 Penalty: 4715.708984
	Iteration 39Q: 3 clusters Score -1614444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1614450.250000 Penalty: 4715.708984
	Iteration 40F: 3 clusters Score -1614450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1614457.250000 Penalty: 4715.708984
	Iteration 41Q: 3 clusters Score -1614457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1614462.250000 Penalty: 4715.708984
	Iteration 42Q: 3 clusters Score -1614462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1614465.000000 Penalty: 4715.708984
	Iteration 43Q: 3 clusters Score -1614465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1614468.250000 Penalty: 4715.708984
	Iteration 44Q: 3 clusters Score -1614468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1614465.250000 Penalty: 4715.708984
	Iteration 45Q: 3 clusters Score -1614465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1614470.750000 Penalty: 4715.708984
	Iteration 46Q: 3 clusters Score -1614471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1614473.125000 Penalty: 4715.708984
	Iteration 47Q: 3 clusters Score -1614473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1614477.125000 Penalty: 4715.708984
	Iteration 48Q: 3 clusters Score -1614477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1614476.000000 Penalty: 4715.708984
	Iteration 49Q: 3 clusters Score -1614476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1614479.000000 Penalty: 4715.708984
	Iteration 50Q: 3 clusters Score -1614479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1614477.000000 Penalty: 4715.708984
	Iteration 51Q: 3 clusters Score -1614477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1614479.375000 Penalty: 4715.708984
	Iteration 52Q: 3 clusters Score -1614479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1614485.125000 Penalty: 4715.708984
	Iteration 53Q: 3 clusters Score -1614485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1614485.875000 Penalty: 4715.708984
	Iteration 54Q: 3 clusters Score -1614486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1614486.125000 Penalty: 4715.708984
	Iteration 55Q: 3 clusters Score -1614486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1614486.000000 Penalty: 4715.708984
	Iteration 56Q: 3 clusters Score -1614486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1614486.000000 Penalty: 4715.708984
	Iteration 57F: 3 clusters Score -1614486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 126258 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23732 members 
Mstep: Class 6 contains 25455 members 
Mstep: Class 7 contains 135314 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 13263 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 222833 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 14202 members 
Mstep: Class 16 contains 48877 members 
Mstep: Class 17 contains 143174 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71900 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9611 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 8046 members 
Mstep: Class 25 contains 5750 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47526 members 
Mstep: Class 29 contains 120096 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 235767 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4447 members 
Mstep: Class 35 contains 4244 members 
Mstep: Class 36 contains 8165 members 
Entering Unmasked Estep 
Score: -181095888.000000 Penalty: 126379.453125
Splitting cluster 10 changes total score from -181096768.000000 to -181095888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (222833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222833 members 
Entering Unmasked Estep 
Score: -29838728.000000 Penalty: 3053.916016
	Iteration 0F: 2 clusters Score -2.983873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -29719348.000000 Penalty: 6107.832031
	Iteration 0F: 3 clusters Score -2.971935e+07 nChanged 107216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -29782206.000000 Penalty: 6107.832031
	Iteration 1F: 3 clusters Score -2.978221e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -29783000.000000 Penalty: 6107.832031
	Iteration 2Q: 3 clusters Score -2.9783e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -29783976.000000 Penalty: 6107.832031
	Iteration 3Q: 3 clusters Score -2.978398e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -29785146.000000 Penalty: 6107.832031
	Iteration 4Q: 3 clusters Score -2.978515e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -29786368.000000 Penalty: 6107.832031
	Iteration 5Q: 3 clusters Score -2.978637e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -29788230.000000 Penalty: 6107.832031
	Iteration 6Q: 3 clusters Score -2.978823e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -29791078.000000 Penalty: 6107.832031
	Iteration 7Q: 3 clusters Score -2.979108e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118624 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -29794908.000000 Penalty: 6107.832031
	Iteration 8Q: 3 clusters Score -2.979491e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -29800018.000000 Penalty: 6107.832031
	Iteration 9Q: 3 clusters Score -2.980002e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -29806748.000000 Penalty: 6107.832031
	Iteration 10F: 3 clusters Score -2.980675e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -29813964.000000 Penalty: 6107.832031
	Iteration 11F: 3 clusters Score -2.981396e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -29820932.000000 Penalty: 6107.832031
	Iteration 12F: 3 clusters Score -2.982093e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -29826030.000000 Penalty: 6107.832031
	Iteration 13F: 3 clusters Score -2.982603e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -29828866.000000 Penalty: 6107.832031
	Iteration 14Q: 3 clusters Score -2.982887e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -29830202.000000 Penalty: 6107.832031
	Iteration 15Q: 3 clusters Score -2.98302e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -29830602.000000 Penalty: 6107.832031
	Iteration 16Q: 3 clusters Score -2.98306e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124952 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -29830696.000000 Penalty: 6107.832031
	Iteration 17Q: 3 clusters Score -2.98307e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -29830918.000000 Penalty: 6107.832031
	Iteration 18Q: 3 clusters Score -2.983092e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -29831168.000000 Penalty: 6107.832031
	Iteration 19Q: 3 clusters Score -2.983117e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -29831256.000000 Penalty: 6107.832031
	Iteration 20F: 3 clusters Score -2.983126e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -29831344.000000 Penalty: 6107.832031
	Iteration 21Q: 3 clusters Score -2.983134e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -29831534.000000 Penalty: 6107.832031
	Iteration 22Q: 3 clusters Score -2.983153e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -29831648.000000 Penalty: 6107.832031
	Iteration 23Q: 3 clusters Score -2.983165e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -29831844.000000 Penalty: 6107.832031
	Iteration 24Q: 3 clusters Score -2.983184e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113301 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -29832032.000000 Penalty: 6107.832031
	Iteration 25Q: 3 clusters Score -2.983203e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -29832034.000000 Penalty: 6107.832031
	Iteration 26Q: 3 clusters Score -2.983203e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -29832190.000000 Penalty: 6107.832031
	Iteration 27Q: 3 clusters Score -2.983219e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -29832480.000000 Penalty: 6107.832031
	Iteration 28Q: 3 clusters Score -2.983248e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -29832956.000000 Penalty: 6107.832031
	Iteration 29Q: 3 clusters Score -2.983296e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -29833170.000000 Penalty: 6107.832031
	Iteration 30Q: 3 clusters Score -2.983317e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -29833614.000000 Penalty: 6107.832031
	Iteration 31Q: 3 clusters Score -2.983361e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -29834042.000000 Penalty: 6107.832031
	Iteration 32Q: 3 clusters Score -2.983404e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -29834630.000000 Penalty: 6107.832031
	Iteration 33Q: 3 clusters Score -2.983463e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 129070 members 
Entering Unmasked Estep 
Score: -29835170.000000 Penalty: 6107.832031
	Iteration 34Q: 3 clusters Score -2.983517e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 133216 members 
Entering Unmasked Estep 
Score: -29835810.000000 Penalty: 6107.832031
	Iteration 35Q: 3 clusters Score -2.983581e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -29836718.000000 Penalty: 6107.832031
	Iteration 36Q: 3 clusters Score -2.983672e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -29837428.000000 Penalty: 6107.832031
	Iteration 37Q: 3 clusters Score -2.983743e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -29838106.000000 Penalty: 6107.832031
	Iteration 38Q: 3 clusters Score -2.983811e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -29838444.000000 Penalty: 6107.832031
	Iteration 39Q: 3 clusters Score -2.983844e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -29839176.000000 Penalty: 6107.832031
	Iteration 40F: 3 clusters Score -2.983918e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -29839644.000000 Penalty: 6107.832031
	Iteration 41Q: 3 clusters Score -2.983964e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -29840066.000000 Penalty: 6107.832031
	Iteration 42Q: 3 clusters Score -2.984007e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 173417 members 
Entering Unmasked Estep 
Score: -29840280.000000 Penalty: 6107.832031
	Iteration 43Q: 3 clusters Score -2.984028e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -29840024.000000 Penalty: 6107.832031
	Iteration 44Q: 3 clusters Score -2.984002e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 181503 members 
Entering Unmasked Estep 
Score: -29839596.000000 Penalty: 6107.832031
	Iteration 45Q: 3 clusters Score -2.98396e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -29839136.000000 Penalty: 6107.832031
	Iteration 46Q: 3 clusters Score -2.983914e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 187966 members 
Entering Unmasked Estep 
Score: -29838428.000000 Penalty: 6107.832031
	Iteration 47Q: 3 clusters Score -2.983843e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -29837962.000000 Penalty: 6107.832031
	Iteration 48Q: 3 clusters Score -2.983796e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 193266 members 
Entering Unmasked Estep 
Score: -29837496.000000 Penalty: 6107.832031
	Iteration 49Q: 3 clusters Score -2.98375e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 195623 members 
Entering Unmasked Estep 
Score: -29837032.000000 Penalty: 6107.832031
	Iteration 50Q: 3 clusters Score -2.983703e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 197770 members 
Entering Unmasked Estep 
Score: -29836624.000000 Penalty: 6107.832031
	Iteration 51Q: 3 clusters Score -2.983662e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 199745 members 
Entering Unmasked Estep 
Score: -29836104.000000 Penalty: 6107.832031
	Iteration 52Q: 3 clusters Score -2.98361e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 201560 members 
Entering Unmasked Estep 
Score: -29835782.000000 Penalty: 6107.832031
	Iteration 53Q: 3 clusters Score -2.983578e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 203303 members 
Entering Unmasked Estep 
Score: -29835678.000000 Penalty: 6107.832031
	Iteration 54Q: 3 clusters Score -2.983568e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -29835850.000000 Penalty: 6107.832031
	Iteration 55Q: 3 clusters Score -2.983585e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 206337 members 
Entering Unmasked Estep 
Score: -29835916.000000 Penalty: 6107.832031
	Iteration 56Q: 3 clusters Score -2.983592e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 207732 members 
Entering Unmasked Estep 
Score: -29835890.000000 Penalty: 6107.832031
	Iteration 57Q: 3 clusters Score -2.983589e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 209000 members 
Entering Unmasked Estep 
Score: -29835954.000000 Penalty: 6107.832031
	Iteration 58Q: 3 clusters Score -2.983595e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 210162 members 
Entering Unmasked Estep 
Score: -29836134.000000 Penalty: 6107.832031
	Iteration 59Q: 3 clusters Score -2.983613e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 211251 members 
Entering Unmasked Estep 
Score: -29836296.000000 Penalty: 6107.832031
	Iteration 60F: 3 clusters Score -2.98363e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -29836496.000000 Penalty: 6107.832031
	Iteration 61Q: 3 clusters Score -2.98365e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 213548 members 
Entering Unmasked Estep 
Score: -29836456.000000 Penalty: 6107.832031
	Iteration 62Q: 3 clusters Score -2.983646e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 214544 members 
Entering Unmasked Estep 
Score: -29836368.000000 Penalty: 6107.832031
	Iteration 63Q: 3 clusters Score -2.983637e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 215407 members 
Entering Unmasked Estep 
Score: -29836378.000000 Penalty: 6107.832031
	Iteration 64Q: 3 clusters Score -2.983638e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 216160 members 
Entering Unmasked Estep 
Score: -29836376.000000 Penalty: 6107.832031
	Iteration 65Q: 3 clusters Score -2.983638e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 216792 members 
Entering Unmasked Estep 
Score: -29836396.000000 Penalty: 6107.832031
	Iteration 66Q: 3 clusters Score -2.98364e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 217334 members 
Entering Unmasked Estep 
Score: -29836276.000000 Penalty: 6107.832031
	Iteration 67Q: 3 clusters Score -2.983628e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 217806 members 
Entering Unmasked Estep 
Score: -29836384.000000 Penalty: 6107.832031
	Iteration 68Q: 3 clusters Score -2.983638e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 218253 members 
Entering Unmasked Estep 
Score: -29836436.000000 Penalty: 6107.832031
	Iteration 69Q: 3 clusters Score -2.983644e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 218656 members 
Entering Unmasked Estep 
Score: -29836538.000000 Penalty: 6107.832031
	Iteration 70Q: 3 clusters Score -2.983654e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 218999 members 
Entering Unmasked Estep 
Score: -29836586.000000 Penalty: 6107.832031
	Iteration 71Q: 3 clusters Score -2.983659e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 219299 members 
Entering Unmasked Estep 
Score: -29836704.000000 Penalty: 6107.832031
	Iteration 72Q: 3 clusters Score -2.98367e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 219582 members 
Entering Unmasked Estep 
Score: -29836656.000000 Penalty: 6107.832031
	Iteration 73Q: 3 clusters Score -2.983666e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219807 members 
Entering Unmasked Estep 
Score: -29836614.000000 Penalty: 6107.832031
	Iteration 74Q: 3 clusters Score -2.983661e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 219998 members 
Entering Unmasked Estep 
Score: -29836642.000000 Penalty: 6107.832031
	Iteration 75Q: 3 clusters Score -2.983664e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 220156 members 
Entering Unmasked Estep 
Score: -29836646.000000 Penalty: 6107.832031
	Iteration 76Q: 3 clusters Score -2.983665e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 220296 members 
Entering Unmasked Estep 
Score: -29836648.000000 Penalty: 6107.832031
	Iteration 77Q: 3 clusters Score -2.983665e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 220443 members 
Entering Unmasked Estep 
Score: -29836650.000000 Penalty: 6107.832031
	Iteration 78Q: 3 clusters Score -2.983665e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 220553 members 
Entering Unmasked Estep 
Score: -29836650.000000 Penalty: 6107.832031
	Iteration 79Q: 3 clusters Score -2.983665e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 220661 members 
Entering Unmasked Estep 
Score: -29836738.000000 Penalty: 6107.832031
	Iteration 80F: 3 clusters Score -2.983674e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 220751 members 
Entering Unmasked Estep 
Score: -29836752.000000 Penalty: 6107.832031
	Iteration 81Q: 3 clusters Score -2.983675e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 220830 members 
Entering Unmasked Estep 
Score: -29836730.000000 Penalty: 6107.832031
	Iteration 82Q: 3 clusters Score -2.983673e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 220915 members 
Entering Unmasked Estep 
Score: -29836750.000000 Penalty: 6107.832031
	Iteration 83Q: 3 clusters Score -2.983675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 220983 members 
Entering Unmasked Estep 
Score: -29836720.000000 Penalty: 6107.832031
	Iteration 84Q: 3 clusters Score -2.983672e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 221043 members 
Entering Unmasked Estep 
Score: -29836692.000000 Penalty: 6107.832031
	Iteration 85Q: 3 clusters Score -2.983669e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -29836670.000000 Penalty: 6107.832031
	Iteration 86Q: 3 clusters Score -2.983667e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 221155 members 
Entering Unmasked Estep 
Score: -29836672.000000 Penalty: 6107.832031
	Iteration 87Q: 3 clusters Score -2.983667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 221203 members 
Entering Unmasked Estep 
Score: -29836652.000000 Penalty: 6107.832031
	Iteration 88Q: 3 clusters Score -2.983665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 221249 members 
Entering Unmasked Estep 
Score: -29836650.000000 Penalty: 6107.832031
	Iteration 89Q: 3 clusters Score -2.983665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 221298 members 
Entering Unmasked Estep 
Score: -29836636.000000 Penalty: 6107.832031
	Iteration 90Q: 3 clusters Score -2.983664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 221341 members 
Entering Unmasked Estep 
Score: -29836594.000000 Penalty: 6107.832031
	Iteration 91Q: 3 clusters Score -2.983659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 221372 members 
Entering Unmasked Estep 
Score: -29836606.000000 Penalty: 6107.832031
	Iteration 92Q: 3 clusters Score -2.983661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -29836632.000000 Penalty: 6107.832031
	Iteration 93Q: 3 clusters Score -2.983663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 221427 members 
Entering Unmasked Estep 
Score: -29836618.000000 Penalty: 6107.832031
	Iteration 94Q: 3 clusters Score -2.983662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -29836626.000000 Penalty: 6107.832031
	Iteration 95Q: 3 clusters Score -2.983663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -29836624.000000 Penalty: 6107.832031
	Iteration 96Q: 3 clusters Score -2.983662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -29836632.000000 Penalty: 6107.832031
	Iteration 97Q: 3 clusters Score -2.983663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 221495 members 
Entering Unmasked Estep 
Score: -29836634.000000 Penalty: 6107.832031
	Iteration 98Q: 3 clusters Score -2.983663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 221507 members 
Entering Unmasked Estep 
Score: -29836616.000000 Penalty: 6107.832031
	Iteration 99Q: 3 clusters Score -2.983662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 221516 members 
Entering Unmasked Estep 
Score: -29836610.000000 Penalty: 6107.832031
	Iteration 100F: 3 clusters Score -2.983661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 221524 members 
Entering Unmasked Estep 
Score: -29836608.000000 Penalty: 6107.832031
	Iteration 101Q: 3 clusters Score -2.983661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 221529 members 
Entering Unmasked Estep 
Score: -29836610.000000 Penalty: 6107.832031
	Iteration 102Q: 3 clusters Score -2.983661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -29836612.000000 Penalty: 6107.832031
	Iteration 103Q: 3 clusters Score -2.983661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 221536 members 
Entering Unmasked Estep 
Score: -29836590.000000 Penalty: 6107.832031
	Iteration 104Q: 3 clusters Score -2.983659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 221541 members 
Entering Unmasked Estep 
Score: -29836616.000000 Penalty: 6107.832031
	Iteration 105Q: 3 clusters Score -2.983662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 221544 members 
Entering Unmasked Estep 
Score: -29836608.000000 Penalty: 6107.832031
	Iteration 106Q: 3 clusters Score -2.983661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 221543 members 
Entering Unmasked Estep 
Score: -29836620.000000 Penalty: 6107.832031
	Iteration 107Q: 3 clusters Score -2.983662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 221544 members 
Entering Unmasked Estep 
Score: -29836608.000000 Penalty: 6107.832031
	Iteration 108Q: 3 clusters Score -2.983661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 221548 members 
Entering Unmasked Estep 
Score: -29836612.000000 Penalty: 6107.832031
	Iteration 109Q: 3 clusters Score -2.983661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 221549 members 
Entering Unmasked Estep 
Score: -29836606.000000 Penalty: 6107.832031
	Iteration 110Q: 3 clusters Score -2.983661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 221556 members 
Entering Unmasked Estep 
Score: -29836626.000000 Penalty: 6107.832031
	Iteration 111Q: 3 clusters Score -2.983663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 221559 members 
Entering Unmasked Estep 
Score: -29836636.000000 Penalty: 6107.832031
	Iteration 112Q: 3 clusters Score -2.983664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -29836642.000000 Penalty: 6107.832031
	Iteration 113Q: 3 clusters Score -2.983664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -29836644.000000 Penalty: 6107.832031
	Iteration 114Q: 3 clusters Score -2.983664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -29836642.000000 Penalty: 6107.832031
	Iteration 115Q: 3 clusters Score -2.983664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 221562 members 
Entering Unmasked Estep 
Score: -29836654.000000 Penalty: 6107.832031
	Iteration 116Q: 3 clusters Score -2.983665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 221563 members 
Entering Unmasked Estep 
Score: -29836652.000000 Penalty: 6107.832031
	Iteration 117Q: 3 clusters Score -2.983665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 221563 members 
Entering Unmasked Estep 
Score: -29836652.000000 Penalty: 6107.832031
	Iteration 118F: 3 clusters Score -2.983665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Entering Unmasked Estep 
Score: -2646596.500000 Penalty: 2450.560791
	Iteration 0F: 2 clusters Score -2646596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2632840.750000 Penalty: 4901.121582
	Iteration 0F: 3 clusters Score -2632841 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2637385.500000 Penalty: 4901.121582
	Iteration 1F: 3 clusters Score -2637386 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2637753.250000 Penalty: 4901.121582
	Iteration 2F: 3 clusters Score -2637753 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2638084.250000 Penalty: 4901.121582
	Iteration 3Q: 3 clusters Score -2638084 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2638369.500000 Penalty: 4901.121582
	Iteration 4Q: 3 clusters Score -2638370 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2638677.000000 Penalty: 4901.121582
	Iteration 5Q: 3 clusters Score -2638677 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2639010.250000 Penalty: 4901.121582
	Iteration 6Q: 3 clusters Score -2639010 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2639423.000000 Penalty: 4901.121582
	Iteration 7Q: 3 clusters Score -2639423 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2639984.250000 Penalty: 4901.121582
	Iteration 8Q: 3 clusters Score -2639984 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2640712.500000 Penalty: 4901.121582
	Iteration 9F: 3 clusters Score -2640712 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2641576.500000 Penalty: 4901.121582
	Iteration 10F: 3 clusters Score -2641576 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2642374.750000 Penalty: 4901.121582
	Iteration 11Q: 3 clusters Score -2642375 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2642914.250000 Penalty: 4901.121582
	Iteration 12Q: 3 clusters Score -2642914 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2643236.500000 Penalty: 4901.121582
	Iteration 13Q: 3 clusters Score -2643236 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2643442.000000 Penalty: 4901.121582
	Iteration 14Q: 3 clusters Score -2643442 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2643580.750000 Penalty: 4901.121582
	Iteration 15Q: 3 clusters Score -2643581 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2643689.000000 Penalty: 4901.121582
	Iteration 16Q: 3 clusters Score -2643689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2643769.250000 Penalty: 4901.121582
	Iteration 17Q: 3 clusters Score -2643769 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2643838.500000 Penalty: 4901.121582
	Iteration 18Q: 3 clusters Score -2643838 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2643881.750000 Penalty: 4901.121582
	Iteration 19Q: 3 clusters Score -2643882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2643936.250000 Penalty: 4901.121582
	Iteration 20F: 3 clusters Score -2643936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2643994.500000 Penalty: 4901.121582
	Iteration 21Q: 3 clusters Score -2643994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2644020.250000 Penalty: 4901.121582
	Iteration 22Q: 3 clusters Score -2644020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2644067.750000 Penalty: 4901.121582
	Iteration 23Q: 3 clusters Score -2644068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2644099.250000 Penalty: 4901.121582
	Iteration 24Q: 3 clusters Score -2644099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2644112.000000 Penalty: 4901.121582
	Iteration 25Q: 3 clusters Score -2644112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2644139.250000 Penalty: 4901.121582
	Iteration 26Q: 3 clusters Score -2644139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2644161.750000 Penalty: 4901.121582
	Iteration 27Q: 3 clusters Score -2644162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2644176.250000 Penalty: 4901.121582
	Iteration 28Q: 3 clusters Score -2644176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2644206.250000 Penalty: 4901.121582
	Iteration 29Q: 3 clusters Score -2644206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2644229.000000 Penalty: 4901.121582
	Iteration 30Q: 3 clusters Score -2644229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2644245.250000 Penalty: 4901.121582
	Iteration 31Q: 3 clusters Score -2644245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2644280.250000 Penalty: 4901.121582
	Iteration 32Q: 3 clusters Score -2644280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2644303.750000 Penalty: 4901.121582
	Iteration 33Q: 3 clusters Score -2644304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2644324.000000 Penalty: 4901.121582
	Iteration 34Q: 3 clusters Score -2644324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2644341.750000 Penalty: 4901.121582
	Iteration 35Q: 3 clusters Score -2644342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2644373.000000 Penalty: 4901.121582
	Iteration 36Q: 3 clusters Score -2644373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2644392.750000 Penalty: 4901.121582
	Iteration 37Q: 3 clusters Score -2644393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2644400.000000 Penalty: 4901.121582
	Iteration 38Q: 3 clusters Score -2644400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2644423.250000 Penalty: 4901.121582
	Iteration 39Q: 3 clusters Score -2644423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2644432.000000 Penalty: 4901.121582
	Iteration 40F: 3 clusters Score -2644432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2644440.500000 Penalty: 4901.121582
	Iteration 41Q: 3 clusters Score -2644440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2644449.000000 Penalty: 4901.121582
	Iteration 42Q: 3 clusters Score -2644449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2644457.000000 Penalty: 4901.121582
	Iteration 43Q: 3 clusters Score -2644457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2644466.250000 Penalty: 4901.121582
	Iteration 44Q: 3 clusters Score -2644466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2644483.000000 Penalty: 4901.121582
	Iteration 45Q: 3 clusters Score -2644483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2644496.500000 Penalty: 4901.121582
	Iteration 46Q: 3 clusters Score -2644496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2644509.250000 Penalty: 4901.121582
	Iteration 47Q: 3 clusters Score -2644509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2644516.750000 Penalty: 4901.121582
	Iteration 48Q: 3 clusters Score -2644517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2644522.000000 Penalty: 4901.121582
	Iteration 49Q: 3 clusters Score -2644522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2644516.250000 Penalty: 4901.121582
	Iteration 50Q: 3 clusters Score -2644516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2644523.750000 Penalty: 4901.121582
	Iteration 51Q: 3 clusters Score -2644524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2644520.500000 Penalty: 4901.121582
	Iteration 52Q: 3 clusters Score -2644520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2644528.750000 Penalty: 4901.121582
	Iteration 53Q: 3 clusters Score -2644529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2644527.000000 Penalty: 4901.121582
	Iteration 54Q: 3 clusters Score -2644527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2644527.750000 Penalty: 4901.121582
	Iteration 55Q: 3 clusters Score -2644528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2644529.750000 Penalty: 4901.121582
	Iteration 56Q: 3 clusters Score -2644530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2644528.750000 Penalty: 4901.121582
	Iteration 57Q: 3 clusters Score -2644529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2644533.000000 Penalty: 4901.121582
	Iteration 58Q: 3 clusters Score -2644533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2644535.000000 Penalty: 4901.121582
	Iteration 59Q: 3 clusters Score -2644535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2644531.500000 Penalty: 4901.121582
	Iteration 60F: 3 clusters Score -2644532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2644543.000000 Penalty: 4901.121582
	Iteration 61Q: 3 clusters Score -2644543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2644541.500000 Penalty: 4901.121582
	Iteration 62Q: 3 clusters Score -2644542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2644548.000000 Penalty: 4901.121582
	Iteration 63Q: 3 clusters Score -2644548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2644547.500000 Penalty: 4901.121582
	Iteration 64Q: 3 clusters Score -2644548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2644556.000000 Penalty: 4901.121582
	Iteration 65Q: 3 clusters Score -2644556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2644552.500000 Penalty: 4901.121582
	Iteration 66Q: 3 clusters Score -2644552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2644555.250000 Penalty: 4901.121582
	Iteration 67Q: 3 clusters Score -2644555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2644560.500000 Penalty: 4901.121582
	Iteration 68Q: 3 clusters Score -2644560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2644561.250000 Penalty: 4901.121582
	Iteration 69Q: 3 clusters Score -2644561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2644559.500000 Penalty: 4901.121582
	Iteration 70Q: 3 clusters Score -2644560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2644559.750000 Penalty: 4901.121582
	Iteration 71Q: 3 clusters Score -2644560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2644561.250000 Penalty: 4901.121582
	Iteration 72Q: 3 clusters Score -2644561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2644563.750000 Penalty: 4901.121582
	Iteration 73Q: 3 clusters Score -2644564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2644564.500000 Penalty: 4901.121582
	Iteration 74Q: 3 clusters Score -2644564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2644563.500000 Penalty: 4901.121582
	Iteration 75Q: 3 clusters Score -2644564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2644562.500000 Penalty: 4901.121582
	Iteration 76Q: 3 clusters Score -2644562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2644562.500000 Penalty: 4901.121582
	Iteration 77F: 3 clusters Score -2644562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Entering Unmasked Estep 
Score: -2737473.500000 Penalty: 2482.727051
	Iteration 0F: 2 clusters Score -2737474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2721896.750000 Penalty: 4965.454102
	Iteration 0F: 3 clusters Score -2721897 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2727410.500000 Penalty: 4965.454102
	Iteration 1F: 3 clusters Score -2727410 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2728057.500000 Penalty: 4965.454102
	Iteration 2F: 3 clusters Score -2728058 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2728760.750000 Penalty: 4965.454102
	Iteration 3F: 3 clusters Score -2728761 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2729437.250000 Penalty: 4965.454102
	Iteration 4F: 3 clusters Score -2729437 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2730047.500000 Penalty: 4965.454102
	Iteration 5F: 3 clusters Score -2730048 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2730654.000000 Penalty: 4965.454102
	Iteration 6Q: 3 clusters Score -2730654 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2731228.000000 Penalty: 4965.454102
	Iteration 7Q: 3 clusters Score -2731228 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2731733.250000 Penalty: 4965.454102
	Iteration 8Q: 3 clusters Score -2731733 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2732167.250000 Penalty: 4965.454102
	Iteration 9Q: 3 clusters Score -2732167 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2732546.000000 Penalty: 4965.454102
	Iteration 10Q: 3 clusters Score -2732546 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2732859.250000 Penalty: 4965.454102
	Iteration 11Q: 3 clusters Score -2732859 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2733140.500000 Penalty: 4965.454102
	Iteration 12Q: 3 clusters Score -2733140 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2733351.500000 Penalty: 4965.454102
	Iteration 13Q: 3 clusters Score -2733352 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2733541.750000 Penalty: 4965.454102
	Iteration 14Q: 3 clusters Score -2733542 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2733667.000000 Penalty: 4965.454102
	Iteration 15Q: 3 clusters Score -2733667 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2733764.000000 Penalty: 4965.454102
	Iteration 16Q: 3 clusters Score -2733764 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2733836.750000 Penalty: 4965.454102
	Iteration 17Q: 3 clusters Score -2733837 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2733927.250000 Penalty: 4965.454102
	Iteration 18Q: 3 clusters Score -2733927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2733977.250000 Penalty: 4965.454102
	Iteration 19Q: 3 clusters Score -2733977 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2734029.750000 Penalty: 4965.454102
	Iteration 20F: 3 clusters Score -2734030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2734080.000000 Penalty: 4965.454102
	Iteration 21Q: 3 clusters Score -2734080 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2734116.750000 Penalty: 4965.454102
	Iteration 22Q: 3 clusters Score -2734117 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2734146.750000 Penalty: 4965.454102
	Iteration 23Q: 3 clusters Score -2734147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2734189.250000 Penalty: 4965.454102
	Iteration 24Q: 3 clusters Score -2734189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2734242.000000 Penalty: 4965.454102
	Iteration 25Q: 3 clusters Score -2734242 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2734295.750000 Penalty: 4965.454102
	Iteration 26Q: 3 clusters Score -2734296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2734329.250000 Penalty: 4965.454102
	Iteration 27Q: 3 clusters Score -2734329 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2734378.750000 Penalty: 4965.454102
	Iteration 28Q: 3 clusters Score -2734379 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2734423.500000 Penalty: 4965.454102
	Iteration 29Q: 3 clusters Score -2734424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2734457.250000 Penalty: 4965.454102
	Iteration 30Q: 3 clusters Score -2734457 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2734510.000000 Penalty: 4965.454102
	Iteration 31Q: 3 clusters Score -2734510 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2734552.000000 Penalty: 4965.454102
	Iteration 32Q: 3 clusters Score -2734552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2734598.750000 Penalty: 4965.454102
	Iteration 33Q: 3 clusters Score -2734599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2734645.000000 Penalty: 4965.454102
	Iteration 34Q: 3 clusters Score -2734645 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2734683.500000 Penalty: 4965.454102
	Iteration 35Q: 3 clusters Score -2734684 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2734722.500000 Penalty: 4965.454102
	Iteration 36Q: 3 clusters Score -2734722 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2734754.750000 Penalty: 4965.454102
	Iteration 37Q: 3 clusters Score -2734755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2734792.500000 Penalty: 4965.454102
	Iteration 38Q: 3 clusters Score -2734792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2734846.250000 Penalty: 4965.454102
	Iteration 39Q: 3 clusters Score -2734846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2734894.500000 Penalty: 4965.454102
	Iteration 40F: 3 clusters Score -2734894 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2734945.750000 Penalty: 4965.454102
	Iteration 41Q: 3 clusters Score -2734946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2734997.000000 Penalty: 4965.454102
	Iteration 42Q: 3 clusters Score -2734997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2735054.000000 Penalty: 4965.454102
	Iteration 43Q: 3 clusters Score -2735054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2735085.250000 Penalty: 4965.454102
	Iteration 44Q: 3 clusters Score -2735085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2735120.500000 Penalty: 4965.454102
	Iteration 45Q: 3 clusters Score -2735120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2735157.250000 Penalty: 4965.454102
	Iteration 46Q: 3 clusters Score -2735157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2735192.750000 Penalty: 4965.454102
	Iteration 47Q: 3 clusters Score -2735193 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2735232.000000 Penalty: 4965.454102
	Iteration 48Q: 3 clusters Score -2735232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2735267.750000 Penalty: 4965.454102
	Iteration 49Q: 3 clusters Score -2735268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2735295.750000 Penalty: 4965.454102
	Iteration 50Q: 3 clusters Score -2735296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2735333.500000 Penalty: 4965.454102
	Iteration 51Q: 3 clusters Score -2735334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2735369.250000 Penalty: 4965.454102
	Iteration 52Q: 3 clusters Score -2735369 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2735414.750000 Penalty: 4965.454102
	Iteration 53Q: 3 clusters Score -2735415 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2735454.250000 Penalty: 4965.454102
	Iteration 54Q: 3 clusters Score -2735454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2735491.000000 Penalty: 4965.454102
	Iteration 55Q: 3 clusters Score -2735491 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2735528.000000 Penalty: 4965.454102
	Iteration 56Q: 3 clusters Score -2735528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2735563.500000 Penalty: 4965.454102
	Iteration 57Q: 3 clusters Score -2735564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2735588.250000 Penalty: 4965.454102
	Iteration 58Q: 3 clusters Score -2735588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2735614.750000 Penalty: 4965.454102
	Iteration 59Q: 3 clusters Score -2735615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2735638.500000 Penalty: 4965.454102
	Iteration 60F: 3 clusters Score -2735638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2735653.000000 Penalty: 4965.454102
	Iteration 61Q: 3 clusters Score -2735653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2735657.250000 Penalty: 4965.454102
	Iteration 62Q: 3 clusters Score -2735657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2735670.500000 Penalty: 4965.454102
	Iteration 63Q: 3 clusters Score -2735670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2735684.250000 Penalty: 4965.454102
	Iteration 64Q: 3 clusters Score -2735684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2735690.750000 Penalty: 4965.454102
	Iteration 65Q: 3 clusters Score -2735691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2735695.500000 Penalty: 4965.454102
	Iteration 66Q: 3 clusters Score -2735696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2735707.000000 Penalty: 4965.454102
	Iteration 67Q: 3 clusters Score -2735707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2735716.500000 Penalty: 4965.454102
	Iteration 68Q: 3 clusters Score -2735716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2735726.500000 Penalty: 4965.454102
	Iteration 69Q: 3 clusters Score -2735726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2735736.750000 Penalty: 4965.454102
	Iteration 70Q: 3 clusters Score -2735737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2735736.500000 Penalty: 4965.454102
	Iteration 71Q: 3 clusters Score -2735736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2735742.000000 Penalty: 4965.454102
	Iteration 72Q: 3 clusters Score -2735742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2735743.750000 Penalty: 4965.454102
	Iteration 73Q: 3 clusters Score -2735744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2735747.000000 Penalty: 4965.454102
	Iteration 74Q: 3 clusters Score -2735747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2735755.500000 Penalty: 4965.454102
	Iteration 75Q: 3 clusters Score -2735756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2735756.500000 Penalty: 4965.454102
	Iteration 76Q: 3 clusters Score -2735756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2735754.500000 Penalty: 4965.454102
	Iteration 77Q: 3 clusters Score -2735754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2735759.000000 Penalty: 4965.454102
	Iteration 78Q: 3 clusters Score -2735759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2735760.500000 Penalty: 4965.454102
	Iteration 79Q: 3 clusters Score -2735760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2735760.500000 Penalty: 4965.454102
	Iteration 80F: 3 clusters Score -2735760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2735763.500000 Penalty: 4965.454102
	Iteration 81Q: 3 clusters Score -2735764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2735761.750000 Penalty: 4965.454102
	Iteration 82Q: 3 clusters Score -2735762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2735764.000000 Penalty: 4965.454102
	Iteration 83Q: 3 clusters Score -2735764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2735765.750000 Penalty: 4965.454102
	Iteration 84Q: 3 clusters Score -2735766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2735772.000000 Penalty: 4965.454102
	Iteration 85Q: 3 clusters Score -2735772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2735772.750000 Penalty: 4965.454102
	Iteration 86Q: 3 clusters Score -2735773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2735773.750000 Penalty: 4965.454102
	Iteration 87Q: 3 clusters Score -2735774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2735774.750000 Penalty: 4965.454102
	Iteration 88Q: 3 clusters Score -2735775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2735774.750000 Penalty: 4965.454102
	Iteration 89F: 3 clusters Score -2735775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Entering Unmasked Estep 
Score: -527059.312500 Penalty: 2089.147217
	Iteration 0F: 2 clusters Score -527059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -522865.843750 Penalty: 4178.294434
	Iteration 0F: 3 clusters Score -522865.8 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -523979.281250 Penalty: 4178.294434
	Iteration 1F: 3 clusters Score -523979.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -524321.937500 Penalty: 4178.294434
	Iteration 2F: 3 clusters Score -524321.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -524638.062500 Penalty: 4178.294434
	Iteration 3F: 3 clusters Score -524638.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -524970.812500 Penalty: 4178.294434
	Iteration 4F: 3 clusters Score -524970.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -525276.875000 Penalty: 4178.294434
	Iteration 5F: 3 clusters Score -525276.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -525510.062500 Penalty: 4178.294434
	Iteration 6F: 3 clusters Score -525510.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -525692.500000 Penalty: 4178.294434
	Iteration 7Q: 3 clusters Score -525692.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -525817.062500 Penalty: 4178.294434
	Iteration 8Q: 3 clusters Score -525817.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -525908.000000 Penalty: 4178.294434
	Iteration 9Q: 3 clusters Score -525908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -525981.687500 Penalty: 4178.294434
	Iteration 10Q: 3 clusters Score -525981.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -526057.062500 Penalty: 4178.294434
	Iteration 11Q: 3 clusters Score -526057.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -526149.750000 Penalty: 4178.294434
	Iteration 12Q: 3 clusters Score -526149.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -526241.187500 Penalty: 4178.294434
	Iteration 13Q: 3 clusters Score -526241.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -526294.312500 Penalty: 4178.294434
	Iteration 14Q: 3 clusters Score -526294.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -526332.250000 Penalty: 4178.294434
	Iteration 15Q: 3 clusters Score -526332.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -526363.250000 Penalty: 4178.294434
	Iteration 16Q: 3 clusters Score -526363.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -526386.000000 Penalty: 4178.294434
	Iteration 17Q: 3 clusters Score -526386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -526407.062500 Penalty: 4178.294434
	Iteration 18Q: 3 clusters Score -526407.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -526424.812500 Penalty: 4178.294434
	Iteration 19Q: 3 clusters Score -526424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -526442.750000 Penalty: 4178.294434
	Iteration 20F: 3 clusters Score -526442.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -526454.125000 Penalty: 4178.294434
	Iteration 21Q: 3 clusters Score -526454.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -526467.187500 Penalty: 4178.294434
	Iteration 22Q: 3 clusters Score -526467.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -526495.375000 Penalty: 4178.294434
	Iteration 23Q: 3 clusters Score -526495.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -526511.375000 Penalty: 4178.294434
	Iteration 24Q: 3 clusters Score -526511.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -526524.937500 Penalty: 4178.294434
	Iteration 25Q: 3 clusters Score -526524.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -526543.687500 Penalty: 4178.294434
	Iteration 26Q: 3 clusters Score -526543.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -526554.750000 Penalty: 4178.294434
	Iteration 27Q: 3 clusters Score -526554.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -526571.687500 Penalty: 4178.294434
	Iteration 28Q: 3 clusters Score -526571.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -526583.937500 Penalty: 4178.294434
	Iteration 29Q: 3 clusters Score -526583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -526596.062500 Penalty: 4178.294434
	Iteration 30Q: 3 clusters Score -526596.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -526605.375000 Penalty: 4178.294434
	Iteration 31Q: 3 clusters Score -526605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -526616.500000 Penalty: 4178.294434
	Iteration 32Q: 3 clusters Score -526616.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -526625.750000 Penalty: 4178.294434
	Iteration 33Q: 3 clusters Score -526625.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -526637.375000 Penalty: 4178.294434
	Iteration 34Q: 3 clusters Score -526637.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -526652.312500 Penalty: 4178.294434
	Iteration 35Q: 3 clusters Score -526652.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -526680.875000 Penalty: 4178.294434
	Iteration 36Q: 3 clusters Score -526680.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -526703.375000 Penalty: 4178.294434
	Iteration 37Q: 3 clusters Score -526703.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -526719.000000 Penalty: 4178.294434
	Iteration 38Q: 3 clusters Score -526719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -526730.875000 Penalty: 4178.294434
	Iteration 39Q: 3 clusters Score -526730.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -526746.062500 Penalty: 4178.294434
	Iteration 40F: 3 clusters Score -526746.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526768.250000 Penalty: 4178.294434
	Iteration 41Q: 3 clusters Score -526768.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526793.562500 Penalty: 4178.294434
	Iteration 42Q: 3 clusters Score -526793.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -526825.375000 Penalty: 4178.294434
	Iteration 43Q: 3 clusters Score -526825.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -526857.375000 Penalty: 4178.294434
	Iteration 44Q: 3 clusters Score -526857.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526869.937500 Penalty: 4178.294434
	Iteration 45Q: 3 clusters Score -526869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -526878.125000 Penalty: 4178.294434
	Iteration 46Q: 3 clusters Score -526878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -526884.937500 Penalty: 4178.294434
	Iteration 47Q: 3 clusters Score -526884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -526887.500000 Penalty: 4178.294434
	Iteration 48Q: 3 clusters Score -526887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -526892.937500 Penalty: 4178.294434
	Iteration 49Q: 3 clusters Score -526892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -526897.000000 Penalty: 4178.294434
	Iteration 50Q: 3 clusters Score -526897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -526899.062500 Penalty: 4178.294434
	Iteration 51Q: 3 clusters Score -526899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -526900.750000 Penalty: 4178.294434
	Iteration 52Q: 3 clusters Score -526900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526901.312500 Penalty: 4178.294434
	Iteration 53Q: 3 clusters Score -526901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526902.812500 Penalty: 4178.294434
	Iteration 54Q: 3 clusters Score -526902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -526903.687500 Penalty: 4178.294434
	Iteration 55Q: 3 clusters Score -526903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -526903.750000 Penalty: 4178.294434
	Iteration 56Q: 3 clusters Score -526903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -526904.187500 Penalty: 4178.294434
	Iteration 57Q: 3 clusters Score -526904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526906.187500 Penalty: 4178.294434
	Iteration 58Q: 3 clusters Score -526906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526906.187500 Penalty: 4178.294434
	Iteration 59F: 3 clusters Score -526906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Entering Unmasked Estep 
Score: -1847160.500000 Penalty: 2371.162354
	Iteration 0F: 2 clusters Score -1847160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1836811.500000 Penalty: 4742.324707
	Iteration 0F: 3 clusters Score -1836812 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1840351.375000 Penalty: 4742.324707
	Iteration 1F: 3 clusters Score -1840351 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1841024.500000 Penalty: 4742.324707
	Iteration 2F: 3 clusters Score -1841024 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1841581.250000 Penalty: 4742.324707
	Iteration 3F: 3 clusters Score -1841581 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1842073.875000 Penalty: 4742.324707
	Iteration 4F: 3 clusters Score -1842074 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1842487.875000 Penalty: 4742.324707
	Iteration 5F: 3 clusters Score -1842488 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1842871.375000 Penalty: 4742.324707
	Iteration 6Q: 3 clusters Score -1842871 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1843181.125000 Penalty: 4742.324707
	Iteration 7Q: 3 clusters Score -1843181 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1843460.250000 Penalty: 4742.324707
	Iteration 8Q: 3 clusters Score -1843460 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1843674.875000 Penalty: 4742.324707
	Iteration 9Q: 3 clusters Score -1843675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1843840.625000 Penalty: 4742.324707
	Iteration 10Q: 3 clusters Score -1843841 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1843959.625000 Penalty: 4742.324707
	Iteration 11Q: 3 clusters Score -1843960 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1844067.000000 Penalty: 4742.324707
	Iteration 12Q: 3 clusters Score -1844067 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1844162.500000 Penalty: 4742.324707
	Iteration 13Q: 3 clusters Score -1844162 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1844246.375000 Penalty: 4742.324707
	Iteration 14Q: 3 clusters Score -1844246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1844302.500000 Penalty: 4742.324707
	Iteration 15Q: 3 clusters Score -1844302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1844366.500000 Penalty: 4742.324707
	Iteration 16Q: 3 clusters Score -1844366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1844419.375000 Penalty: 4742.324707
	Iteration 17Q: 3 clusters Score -1844419 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1844466.250000 Penalty: 4742.324707
	Iteration 18Q: 3 clusters Score -1844466 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1844505.000000 Penalty: 4742.324707
	Iteration 19Q: 3 clusters Score -1844505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1844548.000000 Penalty: 4742.324707
	Iteration 20F: 3 clusters Score -1844548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1844578.875000 Penalty: 4742.324707
	Iteration 21Q: 3 clusters Score -1844579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1844609.125000 Penalty: 4742.324707
	Iteration 22Q: 3 clusters Score -1844609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1844630.625000 Penalty: 4742.324707
	Iteration 23Q: 3 clusters Score -1844631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1844649.625000 Penalty: 4742.324707
	Iteration 24Q: 3 clusters Score -1844650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1844675.250000 Penalty: 4742.324707
	Iteration 25Q: 3 clusters Score -1844675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1844691.875000 Penalty: 4742.324707
	Iteration 26Q: 3 clusters Score -1844692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1844710.250000 Penalty: 4742.324707
	Iteration 27Q: 3 clusters Score -1844710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1844724.750000 Penalty: 4742.324707
	Iteration 28Q: 3 clusters Score -1844725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1844740.375000 Penalty: 4742.324707
	Iteration 29Q: 3 clusters Score -1844740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1844744.875000 Penalty: 4742.324707
	Iteration 30Q: 3 clusters Score -1844745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1844752.125000 Penalty: 4742.324707
	Iteration 31Q: 3 clusters Score -1844752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1844757.375000 Penalty: 4742.324707
	Iteration 32Q: 3 clusters Score -1844757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1844761.375000 Penalty: 4742.324707
	Iteration 33Q: 3 clusters Score -1844761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1844765.750000 Penalty: 4742.324707
	Iteration 34Q: 3 clusters Score -1844766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1844775.875000 Penalty: 4742.324707
	Iteration 35Q: 3 clusters Score -1844776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1844778.750000 Penalty: 4742.324707
	Iteration 36Q: 3 clusters Score -1844779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1844782.500000 Penalty: 4742.324707
	Iteration 37Q: 3 clusters Score -1844782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1844790.875000 Penalty: 4742.324707
	Iteration 38Q: 3 clusters Score -1844791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1844796.750000 Penalty: 4742.324707
	Iteration 39Q: 3 clusters Score -1844797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1844802.375000 Penalty: 4742.324707
	Iteration 40F: 3 clusters Score -1844802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1844807.125000 Penalty: 4742.324707
	Iteration 41Q: 3 clusters Score -1844807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1844812.375000 Penalty: 4742.324707
	Iteration 42Q: 3 clusters Score -1844812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1844816.500000 Penalty: 4742.324707
	Iteration 43Q: 3 clusters Score -1844816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1844823.375000 Penalty: 4742.324707
	Iteration 44Q: 3 clusters Score -1844823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1844821.375000 Penalty: 4742.324707
	Iteration 45Q: 3 clusters Score -1844821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1844828.750000 Penalty: 4742.324707
	Iteration 46Q: 3 clusters Score -1844829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1844836.125000 Penalty: 4742.324707
	Iteration 47Q: 3 clusters Score -1844836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1844837.875000 Penalty: 4742.324707
	Iteration 48Q: 3 clusters Score -1844838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1844837.875000 Penalty: 4742.324707
	Iteration 49Q: 3 clusters Score -1844838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1844834.500000 Penalty: 4742.324707
	Iteration 50Q: 3 clusters Score -1844834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1844834.375000 Penalty: 4742.324707
	Iteration 51Q: 3 clusters Score -1844834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1844840.375000 Penalty: 4742.324707
	Iteration 52Q: 3 clusters Score -1844840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1844841.250000 Penalty: 4742.324707
	Iteration 53Q: 3 clusters Score -1844841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1844841.500000 Penalty: 4742.324707
	Iteration 54Q: 3 clusters Score -1844842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1844843.750000 Penalty: 4742.324707
	Iteration 55Q: 3 clusters Score -1844844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1844846.875000 Penalty: 4742.324707
	Iteration 56Q: 3 clusters Score -1844847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1844848.875000 Penalty: 4742.324707
	Iteration 57Q: 3 clusters Score -1844849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1844855.000000 Penalty: 4742.324707
	Iteration 58Q: 3 clusters Score -1844855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1844850.750000 Penalty: 4742.324707
	Iteration 59Q: 3 clusters Score -1844851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1844855.625000 Penalty: 4742.324707
	Iteration 60F: 3 clusters Score -1844856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1844864.125000 Penalty: 4742.324707
	Iteration 61Q: 3 clusters Score -1844864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1844867.375000 Penalty: 4742.324707
	Iteration 62Q: 3 clusters Score -1844867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1844870.250000 Penalty: 4742.324707
	Iteration 63Q: 3 clusters Score -1844870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1844874.875000 Penalty: 4742.324707
	Iteration 64Q: 3 clusters Score -1844875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1844876.750000 Penalty: 4742.324707
	Iteration 65Q: 3 clusters Score -1844877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1844877.625000 Penalty: 4742.324707
	Iteration 66Q: 3 clusters Score -1844878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1844886.375000 Penalty: 4742.324707
	Iteration 67Q: 3 clusters Score -1844886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1844900.625000 Penalty: 4742.324707
	Iteration 68Q: 3 clusters Score -1844901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1844901.750000 Penalty: 4742.324707
	Iteration 69Q: 3 clusters Score -1844902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1844908.125000 Penalty: 4742.324707
	Iteration 70Q: 3 clusters Score -1844908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1844912.750000 Penalty: 4742.324707
	Iteration 71Q: 3 clusters Score -1844913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1844926.125000 Penalty: 4742.324707
	Iteration 72Q: 3 clusters Score -1844926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1844940.875000 Penalty: 4742.324707
	Iteration 73Q: 3 clusters Score -1844941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1844951.250000 Penalty: 4742.324707
	Iteration 74Q: 3 clusters Score -1844951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1844964.625000 Penalty: 4742.324707
	Iteration 75Q: 3 clusters Score -1844965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1844975.500000 Penalty: 4742.324707
	Iteration 76Q: 3 clusters Score -1844976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1844988.750000 Penalty: 4742.324707
	Iteration 77Q: 3 clusters Score -1844989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1845008.500000 Penalty: 4742.324707
	Iteration 78Q: 3 clusters Score -1845008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1845019.125000 Penalty: 4742.324707
	Iteration 79Q: 3 clusters Score -1845019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1845034.375000 Penalty: 4742.324707
	Iteration 80F: 3 clusters Score -1845034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1845063.000000 Penalty: 4742.324707
	Iteration 81Q: 3 clusters Score -1845063 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1845085.250000 Penalty: 4742.324707
	Iteration 82Q: 3 clusters Score -1845085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1845115.875000 Penalty: 4742.324707
	Iteration 83Q: 3 clusters Score -1845116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1845163.625000 Penalty: 4742.324707
	Iteration 84Q: 3 clusters Score -1845164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1845209.000000 Penalty: 4742.324707
	Iteration 85Q: 3 clusters Score -1845209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1845254.750000 Penalty: 4742.324707
	Iteration 86Q: 3 clusters Score -1845255 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1845317.625000 Penalty: 4742.324707
	Iteration 87Q: 3 clusters Score -1845318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1845383.125000 Penalty: 4742.324707
	Iteration 88Q: 3 clusters Score -1845383 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1845461.875000 Penalty: 4742.324707
	Iteration 89Q: 3 clusters Score -1845462 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1845560.625000 Penalty: 4742.324707
	Iteration 90Q: 3 clusters Score -1845561 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1845649.875000 Penalty: 4742.324707
	Iteration 91Q: 3 clusters Score -1845650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1845732.875000 Penalty: 4742.324707
	Iteration 92Q: 3 clusters Score -1845733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1845831.500000 Penalty: 4742.324707
	Iteration 93Q: 3 clusters Score -1845832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1845933.875000 Penalty: 4742.324707
	Iteration 94Q: 3 clusters Score -1845934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1846026.375000 Penalty: 4742.324707
	Iteration 95Q: 3 clusters Score -1846026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1846107.500000 Penalty: 4742.324707
	Iteration 96Q: 3 clusters Score -1846108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1846174.125000 Penalty: 4742.324707
	Iteration 97Q: 3 clusters Score -1846174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1846218.375000 Penalty: 4742.324707
	Iteration 98Q: 3 clusters Score -1846218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1846249.875000 Penalty: 4742.324707
	Iteration 99Q: 3 clusters Score -1846250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1846266.000000 Penalty: 4742.324707
	Iteration 100F: 3 clusters Score -1846266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1846278.500000 Penalty: 4742.324707
	Iteration 101Q: 3 clusters Score -1846278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1846285.000000 Penalty: 4742.324707
	Iteration 102Q: 3 clusters Score -1846285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1846283.750000 Penalty: 4742.324707
	Iteration 103Q: 3 clusters Score -1846284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1846286.750000 Penalty: 4742.324707
	Iteration 104Q: 3 clusters Score -1846287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1846288.375000 Penalty: 4742.324707
	Iteration 105Q: 3 clusters Score -1846288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1846289.250000 Penalty: 4742.324707
	Iteration 106Q: 3 clusters Score -1846289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1846289.250000 Penalty: 4742.324707
	Iteration 107F: 3 clusters Score -1846289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Entering Unmasked Estep 
Score: -6490117.000000 Penalty: 2677.671387
	Iteration 0F: 2 clusters Score -6490117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6456994.500000 Penalty: 5355.342773
	Iteration 0F: 3 clusters Score -6456994 nChanged 22724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6469948.000000 Penalty: 5355.342773
	Iteration 1F: 3 clusters Score -6469948 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6470858.500000 Penalty: 5355.342773
	Iteration 2Q: 3 clusters Score -6470858 nChanged 2285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6471713 nChanged 2259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6472619 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6473664 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6474676 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6475802 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6477096 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6478512.000000 Penalty: 5355.342773
	Iteration 9F: 3 clusters Score -6478512 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6480003 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6481667.500000 Penalty: 5355.342773
	Iteration 11Q: 3 clusters Score -6481668 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6483511.500000 Penalty: 5355.342773
	Iteration 12Q: 3 clusters Score -6483512 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -6485214.000000 Penalty: 5355.342773
	Iteration 13Q: 3 clusters Score -6485214 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6486453.000000 Penalty: 5355.342773
	Iteration 14Q: 3 clusters Score -6486453 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -6487242.000000 Penalty: 5355.342773
	Iteration 15Q: 3 clusters Score -6487242 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -6487672.000000 Penalty: 5355.342773
	Iteration 16Q: 3 clusters Score -6487672 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6487908.000000 Penalty: 5355.342773
	Iteration 17Q: 3 clusters Score -6487908 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -6488033.000000 Penalty: 5355.342773
	Iteration 18Q: 3 clusters Score -6488033 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -6488113.000000 Penalty: 5355.342773
	Iteration 19Q: 3 clusters Score -6488113 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -6488155.000000 Penalty: 5355.342773
	Iteration 20F: 3 clusters Score -6488155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -6488188.500000 Penalty: 5355.342773
	Iteration 21Q: 3 clusters Score -6488188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -6488223.000000 Penalty: 5355.342773
	Iteration 22Q: 3 clusters Score -6488223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -6488219.000000 Penalty: 5355.342773
	Iteration 23Q: 3 clusters Score -6488219 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -6488232.000000 Penalty: 5355.342773
	Iteration 24Q: 3 clusters Score -6488232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -6488238.500000 Penalty: 5355.342773
	Iteration 25Q: 3 clusters Score -6488238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -6488244.000000 Penalty: 5355.342773
	Iteration 26Q: 3 clusters Score -6488244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -6488244.500000 Penalty: 5355.342773
	Iteration 27Q: 3 clusters Score -6488244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -6488246.500000 Penalty: 5355.342773
	Iteration 28Q: 3 clusters Score -6488246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -6488245.000000 Penalty: 5355.342773
	Iteration 29Q: 3 clusters Score -6488245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -6488261.000000 Penalty: 5355.342773
	Iteration 30Q: 3 clusters Score -6488261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -6488258.000000 Penalty: 5355.342773
	Iteration 31Q: 3 clusters Score -6488258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -6488252.500000 Penalty: 5355.342773
	Iteration 32Q: 3 clusters Score -6488252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6488246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -6488256.000000 Penalty: 5355.342773
	Iteration 34Q: 3 clusters Score -6488256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6488237.500000 Penalty: 5355.342773
	Iteration 35Q: 3 clusters Score -6488238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -6488245.500000 Penalty: 5355.342773
	Iteration 36Q: 3 clusters Score -6488246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6488237.500000 Penalty: 5355.342773
	Iteration 37Q: 3 clusters Score -6488238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -6488230.000000 Penalty: 5355.342773
	Iteration 38Q: 3 clusters Score -6488230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -6488246.000000 Penalty: 5355.342773
	Iteration 39Q: 3 clusters Score -6488246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -6488246.000000 Penalty: 5355.342773
	Iteration 40F: 3 clusters Score -6488246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -6488238.500000 Penalty: 5355.342773
	Iteration 41Q: 3 clusters Score -6488238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6488231.500000 Penalty: 5355.342773
	Iteration 42Q: 3 clusters Score -6488232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -6488235.500000 Penalty: 5355.342773
	Iteration 43Q: 3 clusters Score -6488236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -6488252.000000 Penalty: 5355.342773
	Iteration 44Q: 3 clusters Score -6488252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -6488249.000000 Penalty: 5355.342773
	Iteration 45Q: 3 clusters Score -6488249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -6488253.500000 Penalty: 5355.342773
	Iteration 46Q: 3 clusters Score -6488254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6488249.500000 Penalty: 5355.342773
	Iteration 47Q: 3 clusters Score -6488250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6488252.500000 Penalty: 5355.342773
	Iteration 48Q: 3 clusters Score -6488252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -6488253.500000 Penalty: 5355.342773
	Iteration 49Q: 3 clusters Score -6488254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6488267.000000 Penalty: 5355.342773
	Iteration 50Q: 3 clusters Score -6488267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6488252.500000 Penalty: 5355.342773
	Iteration 51Q: 3 clusters Score -6488252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -6488256.000000 Penalty: 5355.342773
	Iteration 52Q: 3 clusters Score -6488256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -6488258.500000 Penalty: 5355.342773
	Iteration 53Q: 3 clusters Score -6488258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -6488255.500000 Penalty: 5355.342773
	Iteration 54Q: 3 clusters Score -6488256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -6488263.000000 Penalty: 5355.342773
	Iteration 55Q: 3 clusters Score -6488263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -6488259.000000 Penalty: 5355.342773
	Iteration 56Q: 3 clusters Score -6488259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -6488259.000000 Penalty: 5355.342773
	Iteration 57Q: 3 clusters Score -6488259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -6488259.500000 Penalty: 5355.342773
	Iteration 58Q: 3 clusters Score -6488260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -6488264.500000 Penalty: 5355.342773
	Iteration 59Q: 3 clusters Score -6488264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -6488253.000000 Penalty: 5355.342773
	Iteration 60F: 3 clusters Score -6488253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -6488257.500000 Penalty: 5355.342773
	Iteration 61Q: 3 clusters Score -6488258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -6488261.000000 Penalty: 5355.342773
	Iteration 62Q: 3 clusters Score -6488261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6488260.000000 Penalty: 5355.342773
	Iteration 63Q: 3 clusters Score -6488260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -6488256.500000 Penalty: 5355.342773
	Iteration 64Q: 3 clusters Score -6488256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -6488256.500000 Penalty: 5355.342773
	Iteration 65Q: 3 clusters Score -6488256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6488253.500000 Penalty: 5355.342773
	Iteration 66Q: 3 clusters Score -6488254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6488257.500000 Penalty: 5355.342773
	Iteration 67Q: 3 clusters Score -6488258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6488249.000000 Penalty: 5355.342773
	Iteration 68Q: 3 clusters Score -6488249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -6488255.000000 Penalty: 5355.342773
	Iteration 69Q: 3 clusters Score -6488255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -6488258.500000 Penalty: 5355.342773
	Iteration 70Q: 3 clusters Score -6488258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6488259.500000 Penalty: 5355.342773
	Iteration 71Q: 3 clusters Score -6488260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -6488248.500000 Penalty: 5355.342773
	Iteration 72Q: 3 clusters Score -6488248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -6488248.000000 Penalty: 5355.342773
	Iteration 73Q: 3 clusters Score -6488248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -6488248.000000 Penalty: 5355.342773
	Iteration 74Q: 3 clusters Score -6488248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -6488245.500000 Penalty: 5355.342773
	Iteration 75Q: 3 clusters Score -6488246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -6488244.500000 Penalty: 5355.342773
	Iteration 76Q: 3 clusters Score -6488244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -6488250.500000 Penalty: 5355.342773
	Iteration 77Q: 3 clusters Score -6488250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -6488260.000000 Penalty: 5355.342773
	Iteration 78Q: 3 clusters Score -6488260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -6488250.500000 Penalty: 5355.342773
	Iteration 79Q: 3 clusters Score -6488250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -6488257.500000 Penalty: 5355.342773
	Iteration 80F: 3 clusters Score -6488258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -6488252.500000 Penalty: 5355.342773
	Iteration 81Q: 3 clusters Score -6488252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -6488257.000000 Penalty: 5355.342773
	Iteration 82Q: 3 clusters Score -6488257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -6488254.000000 Penalty: 5355.342773
	Iteration 83Q: 3 clusters Score -6488254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -6488254.500000 Penalty: 5355.342773
	Iteration 84Q: 3 clusters Score -6488254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6488254 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -6488254.500000 Penalty: 5355.342773
	Iteration 86F: 3 clusters Score -6488254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143174 members 
Entering Unmasked Estep 
Score: -19014512.000000 Penalty: 2944.210205
	Iteration 0F: 2 clusters Score -1.901451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -18920550.000000 Penalty: 5888.420410
	Iteration 0F: 3 clusters Score -1.892055e+07 nChanged 68481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -18960460.000000 Penalty: 5888.420410
	Iteration 1F: 3 clusters Score -1.896046e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -18961562.000000 Penalty: 5888.420410
	Iteration 2Q: 3 clusters Score -1.896156e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -18963138.000000 Penalty: 5888.420410
	Iteration 3Q: 3 clusters Score -1.896314e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -18965812.000000 Penalty: 5888.420410
	Iteration 4Q: 3 clusters Score -1.896581e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -18970300.000000 Penalty: 5888.420410
	Iteration 5F: 3 clusters Score -1.89703e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -18977808.000000 Penalty: 5888.420410
	Iteration 6F: 3 clusters Score -1.897781e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -18988914.000000 Penalty: 5888.420410
	Iteration 7F: 3 clusters Score -1.898891e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -19000226.000000 Penalty: 5888.420410
	Iteration 8F: 3 clusters Score -1.900023e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -19007486.000000 Penalty: 5888.420410
	Iteration 9F: 3 clusters Score -1.900749e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -19010576.000000 Penalty: 5888.420410
	Iteration 10Q: 3 clusters Score -1.901058e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -19011640.000000 Penalty: 5888.420410
	Iteration 11Q: 3 clusters Score -1.901164e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -19012050.000000 Penalty: 5888.420410
	Iteration 12Q: 3 clusters Score -1.901205e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -19012268.000000 Penalty: 5888.420410
	Iteration 13Q: 3 clusters Score -1.901227e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -19012396.000000 Penalty: 5888.420410
	Iteration 14Q: 3 clusters Score -1.90124e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -19012454.000000 Penalty: 5888.420410
	Iteration 15Q: 3 clusters Score -1.901245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 142570 members 
Entering Unmasked Estep 
Score: -19012488.000000 Penalty: 5888.420410
	Iteration 16Q: 3 clusters Score -1.901249e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -19012518.000000 Penalty: 5888.420410
	Iteration 17Q: 3 clusters Score -1.901252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -19012530.000000 Penalty: 5888.420410
	Iteration 18Q: 3 clusters Score -1.901253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -19012552.000000 Penalty: 5888.420410
	Iteration 19Q: 3 clusters Score -1.901255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -19012590.000000 Penalty: 5888.420410
	Iteration 20F: 3 clusters Score -1.901259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -19012586.000000 Penalty: 5888.420410
	Iteration 21Q: 3 clusters Score -1.901259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -19012602.000000 Penalty: 5888.420410
	Iteration 22Q: 3 clusters Score -1.90126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -19012614.000000 Penalty: 5888.420410
	Iteration 23Q: 3 clusters Score -1.901261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -19012610.000000 Penalty: 5888.420410
	Iteration 24Q: 3 clusters Score -1.901261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -19012624.000000 Penalty: 5888.420410
	Iteration 25Q: 3 clusters Score -1.901262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -19012626.000000 Penalty: 5888.420410
	Iteration 26Q: 3 clusters Score -1.901263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -19012632.000000 Penalty: 5888.420410
	Iteration 27Q: 3 clusters Score -1.901263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -19012626.000000 Penalty: 5888.420410
	Iteration 28Q: 3 clusters Score -1.901263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -19012634.000000 Penalty: 5888.420410
	Iteration 29Q: 3 clusters Score -1.901263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -19012634.000000 Penalty: 5888.420410
	Iteration 30Q: 3 clusters Score -1.901263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -19012634.000000 Penalty: 5888.420410
	Iteration 31F: 3 clusters Score -1.901263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -134692.578125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -134692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132736.234375 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -132736.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133060.265625 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -133060.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133164.468750 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -133164.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133228.781250 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -133228.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133275.015625 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -133275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133312.078125 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -133312.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133330.984375 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -133331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133346.468750 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -133346.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133361.203125 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -133361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133378.078125 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -133378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133393.687500 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -133393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133416.640625 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -133416.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133469.953125 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -133470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133553.078125 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -133553.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133683.187500 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -133683.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133774.484375 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -133774.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133839.703125 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -133839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133881.328125 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -133881.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133907.593750 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -133907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -133933.703125 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -133933.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133950.125000 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -133950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133968.796875 Penalty: 3446.176758
	Iteration 21Q: 3 clusters Score -133968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133977.906250 Penalty: 3446.176758
	Iteration 22Q: 3 clusters Score -133977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133979.671875 Penalty: 3446.176758
	Iteration 23Q: 3 clusters Score -133979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133979.671875 Penalty: 3446.176758
	Iteration 24F: 3 clusters Score -133979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Entering Unmasked Estep 
Score: -9540128.000000 Penalty: 2773.391602
	Iteration 0F: 2 clusters Score -9540128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9491988.000000 Penalty: 5546.783203
	Iteration 0F: 3 clusters Score -9491988 nChanged 33612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -9511242.000000 Penalty: 5546.783203
	Iteration 1F: 3 clusters Score -9511242 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -9512328.000000 Penalty: 5546.783203
	Iteration 2Q: 3 clusters Score -9512328 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -9513524.000000 Penalty: 5546.783203
	Iteration 3Q: 3 clusters Score -9513524 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -9515224.000000 Penalty: 5546.783203
	Iteration 4F: 3 clusters Score -9515224 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -9517458.000000 Penalty: 5546.783203
	Iteration 5F: 3 clusters Score -9517458 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -9519879.000000 Penalty: 5546.783203
	Iteration 6F: 3 clusters Score -9519879 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9522342.000000 Penalty: 5546.783203
	Iteration 7F: 3 clusters Score -9522342 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -9524514.000000 Penalty: 5546.783203
	Iteration 8F: 3 clusters Score -9524514 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -9525884.000000 Penalty: 5546.783203
	Iteration 9Q: 3 clusters Score -9525884 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -9526978.000000 Penalty: 5546.783203
	Iteration 10Q: 3 clusters Score -9526978 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -9527888.000000 Penalty: 5546.783203
	Iteration 11Q: 3 clusters Score -9527888 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -9528820.000000 Penalty: 5546.783203
	Iteration 12Q: 3 clusters Score -9528820 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -9529913.000000 Penalty: 5546.783203
	Iteration 13Q: 3 clusters Score -9529913 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -9530950.000000 Penalty: 5546.783203
	Iteration 14Q: 3 clusters Score -9530950 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -9532256.000000 Penalty: 5546.783203
	Iteration 15Q: 3 clusters Score -9532256 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -9533560.000000 Penalty: 5546.783203
	Iteration 16Q: 3 clusters Score -9533560 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9534734.000000 Penalty: 5546.783203
	Iteration 17Q: 3 clusters Score -9534734 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9535725.000000 Penalty: 5546.783203
	Iteration 18Q: 3 clusters Score -9535725 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9536462.000000 Penalty: 5546.783203
	Iteration 19Q: 3 clusters Score -9536462 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9536956.000000 Penalty: 5546.783203
	Iteration 20F: 3 clusters Score -9536956 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9537232.000000 Penalty: 5546.783203
	Iteration 21Q: 3 clusters Score -9537232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9537399.000000 Penalty: 5546.783203
	Iteration 22Q: 3 clusters Score -9537399 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9537500.000000 Penalty: 5546.783203
	Iteration 23Q: 3 clusters Score -9537500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9537572.000000 Penalty: 5546.783203
	Iteration 24Q: 3 clusters Score -9537572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9537620.000000 Penalty: 5546.783203
	Iteration 25Q: 3 clusters Score -9537620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9537664.000000 Penalty: 5546.783203
	Iteration 26Q: 3 clusters Score -9537664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9537715.000000 Penalty: 5546.783203
	Iteration 27Q: 3 clusters Score -9537715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9537758.000000 Penalty: 5546.783203
	Iteration 28Q: 3 clusters Score -9537758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9537776.000000 Penalty: 5546.783203
	Iteration 29Q: 3 clusters Score -9537776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9537796.000000 Penalty: 5546.783203
	Iteration 30Q: 3 clusters Score -9537796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9537799.000000 Penalty: 5546.783203
	Iteration 31Q: 3 clusters Score -9537799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9537803.000000 Penalty: 5546.783203
	Iteration 32Q: 3 clusters Score -9537803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9537811.000000 Penalty: 5546.783203
	Iteration 33Q: 3 clusters Score -9537811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9537817.000000 Penalty: 5546.783203
	Iteration 34Q: 3 clusters Score -9537817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9537821.000000 Penalty: 5546.783203
	Iteration 35Q: 3 clusters Score -9537821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9537836.000000 Penalty: 5546.783203
	Iteration 36Q: 3 clusters Score -9537836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9537842.000000 Penalty: 5546.783203
	Iteration 37Q: 3 clusters Score -9537842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9537842.000000 Penalty: 5546.783203
	Iteration 38Q: 3 clusters Score -9537842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9537846.000000 Penalty: 5546.783203
	Iteration 39Q: 3 clusters Score -9537846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9537851.000000 Penalty: 5546.783203
	Iteration 40F: 3 clusters Score -9537851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9537846.000000 Penalty: 5546.783203
	Iteration 41Q: 3 clusters Score -9537846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9537847.000000 Penalty: 5546.783203
	Iteration 42Q: 3 clusters Score -9537847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9537847.000000 Penalty: 5546.783203
	Iteration 43F: 3 clusters Score -9537847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -633910.125000 Penalty: 2104.914551
	Iteration 0F: 2 clusters Score -633910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -629521.625000 Penalty: 4209.829102
	Iteration 0F: 3 clusters Score -629521.6 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -630577.750000 Penalty: 4209.829102
	Iteration 1F: 3 clusters Score -630577.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -630762.000000 Penalty: 4209.829102
	Iteration 2F: 3 clusters Score -630762 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -630858.687500 Penalty: 4209.829102
	Iteration 3Q: 3 clusters Score -630858.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -630915.312500 Penalty: 4209.829102
	Iteration 4Q: 3 clusters Score -630915.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -630952.750000 Penalty: 4209.829102
	Iteration 5Q: 3 clusters Score -630952.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -630988.812500 Penalty: 4209.829102
	Iteration 6Q: 3 clusters Score -630988.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -631030.187500 Penalty: 4209.829102
	Iteration 7Q: 3 clusters Score -631030.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -631062.250000 Penalty: 4209.829102
	Iteration 8Q: 3 clusters Score -631062.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -631083.937500 Penalty: 4209.829102
	Iteration 9Q: 3 clusters Score -631083.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -631106.375000 Penalty: 4209.829102
	Iteration 10Q: 3 clusters Score -631106.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -631125.187500 Penalty: 4209.829102
	Iteration 11Q: 3 clusters Score -631125.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -631149.500000 Penalty: 4209.829102
	Iteration 12Q: 3 clusters Score -631149.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -631179.750000 Penalty: 4209.829102
	Iteration 13Q: 3 clusters Score -631179.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -631204.062500 Penalty: 4209.829102
	Iteration 14Q: 3 clusters Score -631204.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -631235.062500 Penalty: 4209.829102
	Iteration 15Q: 3 clusters Score -631235.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -631274.562500 Penalty: 4209.829102
	Iteration 16Q: 3 clusters Score -631274.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -631324.312500 Penalty: 4209.829102
	Iteration 17Q: 3 clusters Score -631324.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -631382.687500 Penalty: 4209.829102
	Iteration 18Q: 3 clusters Score -631382.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -631444.312500 Penalty: 4209.829102
	Iteration 19Q: 3 clusters Score -631444.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -631508.937500 Penalty: 4209.829102
	Iteration 20F: 3 clusters Score -631508.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -631579.437500 Penalty: 4209.829102
	Iteration 21Q: 3 clusters Score -631579.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -631654.312500 Penalty: 4209.829102
	Iteration 22Q: 3 clusters Score -631654.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -631739.125000 Penalty: 4209.829102
	Iteration 23Q: 3 clusters Score -631739.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -631806.250000 Penalty: 4209.829102
	Iteration 24Q: 3 clusters Score -631806.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -631875.437500 Penalty: 4209.829102
	Iteration 25Q: 3 clusters Score -631875.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -631939.312500 Penalty: 4209.829102
	Iteration 26Q: 3 clusters Score -631939.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -631997.250000 Penalty: 4209.829102
	Iteration 27Q: 3 clusters Score -631997.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -632043.812500 Penalty: 4209.829102
	Iteration 28Q: 3 clusters Score -632043.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -632082.375000 Penalty: 4209.829102
	Iteration 29Q: 3 clusters Score -632082.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -632124.187500 Penalty: 4209.829102
	Iteration 30Q: 3 clusters Score -632124.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -632154.312500 Penalty: 4209.829102
	Iteration 31Q: 3 clusters Score -632154.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -632176.062500 Penalty: 4209.829102
	Iteration 32Q: 3 clusters Score -632176.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -632189.500000 Penalty: 4209.829102
	Iteration 33Q: 3 clusters Score -632189.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -632206.000000 Penalty: 4209.829102
	Iteration 34Q: 3 clusters Score -632206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -632214.187500 Penalty: 4209.829102
	Iteration 35Q: 3 clusters Score -632214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -632223.250000 Penalty: 4209.829102
	Iteration 36Q: 3 clusters Score -632223.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -632232.875000 Penalty: 4209.829102
	Iteration 37Q: 3 clusters Score -632232.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -632239.937500 Penalty: 4209.829102
	Iteration 38Q: 3 clusters Score -632239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -632248.312500 Penalty: 4209.829102
	Iteration 39Q: 3 clusters Score -632248.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -632253.625000 Penalty: 4209.829102
	Iteration 40F: 3 clusters Score -632253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -632256.062500 Penalty: 4209.829102
	Iteration 41Q: 3 clusters Score -632256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -632260.000000 Penalty: 4209.829102
	Iteration 42Q: 3 clusters Score -632260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -632263.000000 Penalty: 4209.829102
	Iteration 43Q: 3 clusters Score -632263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -632264.375000 Penalty: 4209.829102
	Iteration 44Q: 3 clusters Score -632264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -632267.312500 Penalty: 4209.829102
	Iteration 45Q: 3 clusters Score -632267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -632268.250000 Penalty: 4209.829102
	Iteration 46Q: 3 clusters Score -632268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -632269.750000 Penalty: 4209.829102
	Iteration 47Q: 3 clusters Score -632269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -632270.000000 Penalty: 4209.829102
	Iteration 48Q: 3 clusters Score -632270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -632270.500000 Penalty: 4209.829102
	Iteration 49Q: 3 clusters Score -632270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -632270.500000 Penalty: 4209.829102
	Iteration 50F: 3 clusters Score -632270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -438162.375000 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -438162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434575.625000 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -434575.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -435363.687500 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -435363.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -435524.906250 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -435524.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -435635.562500 Penalty: 4044.061523
	Iteration 3Q: 3 clusters Score -435635.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435721.562500 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -435721.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -435780.062500 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -435780.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -435828.656250 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -435828.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -435876.968750 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -435877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435920.156250 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -435920.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -435956.312500 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -435956.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -435986.687500 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -435986.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -436018.625000 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -436018.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -436052.218750 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -436052.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -436086.375000 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -436086.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -436134.031250 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -436134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -436174.031250 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -436174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -436210.218750 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -436210.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -436246.406250 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -436246.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -436281.437500 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -436281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -436308.906250 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -436308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -436331.156250 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -436331.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -436352.437500 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -436352.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -436374.625000 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -436374.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -436397.562500 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -436397.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -436421.406250 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -436421.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -436439.312500 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -436439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -436457.562500 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -436457.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -436469.781250 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -436469.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -436481.125000 Penalty: 4044.061523
	Iteration 28Q: 3 clusters Score -436481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -436488.750000 Penalty: 4044.061523
	Iteration 29Q: 3 clusters Score -436488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -436491.937500 Penalty: 4044.061523
	Iteration 30Q: 3 clusters Score -436491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -436495.875000 Penalty: 4044.061523
	Iteration 31Q: 3 clusters Score -436495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -436497.218750 Penalty: 4044.061523
	Iteration 32Q: 3 clusters Score -436497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -436499.562500 Penalty: 4044.061523
	Iteration 33Q: 3 clusters Score -436499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -436501.843750 Penalty: 4044.061523
	Iteration 34Q: 3 clusters Score -436501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -436505.718750 Penalty: 4044.061523
	Iteration 35Q: 3 clusters Score -436505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -436508.843750 Penalty: 4044.061523
	Iteration 36Q: 3 clusters Score -436508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -436510.968750 Penalty: 4044.061523
	Iteration 37Q: 3 clusters Score -436511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -436514.156250 Penalty: 4044.061523
	Iteration 38Q: 3 clusters Score -436514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -436518.062500 Penalty: 4044.061523
	Iteration 39Q: 3 clusters Score -436518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -436525.312500 Penalty: 4044.061523
	Iteration 40F: 3 clusters Score -436525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -436531.843750 Penalty: 4044.061523
	Iteration 41Q: 3 clusters Score -436531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -436542.781250 Penalty: 4044.061523
	Iteration 42Q: 3 clusters Score -436542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -436557.218750 Penalty: 4044.061523
	Iteration 43Q: 3 clusters Score -436557.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -436567.062500 Penalty: 4044.061523
	Iteration 44Q: 3 clusters Score -436567.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -436575.562500 Penalty: 4044.061523
	Iteration 45Q: 3 clusters Score -436575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -436580.281250 Penalty: 4044.061523
	Iteration 46Q: 3 clusters Score -436580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -436585.250000 Penalty: 4044.061523
	Iteration 47Q: 3 clusters Score -436585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -436595.687500 Penalty: 4044.061523
	Iteration 48Q: 3 clusters Score -436595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -436601.468750 Penalty: 4044.061523
	Iteration 49Q: 3 clusters Score -436601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -436605.437500 Penalty: 4044.061523
	Iteration 50Q: 3 clusters Score -436605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -436606.250000 Penalty: 4044.061523
	Iteration 51Q: 3 clusters Score -436606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -436606.250000 Penalty: 4044.061523
	Iteration 52F: 3 clusters Score -436606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Entering Unmasked Estep 
Score: -1251633.875000 Penalty: 2274.324707
	Iteration 0F: 2 clusters Score -1251634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1244242.625000 Penalty: 4548.649414
	Iteration 0F: 3 clusters Score -1244243 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1246433.375000 Penalty: 4548.649414
	Iteration 1F: 3 clusters Score -1246433 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1246814.250000 Penalty: 4548.649414
	Iteration 2F: 3 clusters Score -1246814 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1247123.125000 Penalty: 4548.649414
	Iteration 3F: 3 clusters Score -1247123 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1247450.875000 Penalty: 4548.649414
	Iteration 4F: 3 clusters Score -1247451 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1247858.750000 Penalty: 4548.649414
	Iteration 5F: 3 clusters Score -1247859 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1248350.625000 Penalty: 4548.649414
	Iteration 6F: 3 clusters Score -1248351 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1248773.125000 Penalty: 4548.649414
	Iteration 7F: 3 clusters Score -1248773 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1249115.750000 Penalty: 4548.649414
	Iteration 8F: 3 clusters Score -1249116 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1249340.500000 Penalty: 4548.649414
	Iteration 9Q: 3 clusters Score -1249340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1249449.875000 Penalty: 4548.649414
	Iteration 10Q: 3 clusters Score -1249450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1249510.625000 Penalty: 4548.649414
	Iteration 11Q: 3 clusters Score -1249511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1249549.750000 Penalty: 4548.649414
	Iteration 12Q: 3 clusters Score -1249550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1249578.125000 Penalty: 4548.649414
	Iteration 13Q: 3 clusters Score -1249578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1249593.500000 Penalty: 4548.649414
	Iteration 14Q: 3 clusters Score -1249594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1249608.000000 Penalty: 4548.649414
	Iteration 15Q: 3 clusters Score -1249608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1249616.375000 Penalty: 4548.649414
	Iteration 16Q: 3 clusters Score -1249616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1249630.500000 Penalty: 4548.649414
	Iteration 17Q: 3 clusters Score -1249630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1249641.250000 Penalty: 4548.649414
	Iteration 18Q: 3 clusters Score -1249641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1249645.125000 Penalty: 4548.649414
	Iteration 19Q: 3 clusters Score -1249645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1249647.875000 Penalty: 4548.649414
	Iteration 20F: 3 clusters Score -1249648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1249650.875000 Penalty: 4548.649414
	Iteration 21Q: 3 clusters Score -1249651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1249657.750000 Penalty: 4548.649414
	Iteration 22Q: 3 clusters Score -1249658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1249660.125000 Penalty: 4548.649414
	Iteration 23Q: 3 clusters Score -1249660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1249664.125000 Penalty: 4548.649414
	Iteration 24Q: 3 clusters Score -1249664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1249672.250000 Penalty: 4548.649414
	Iteration 25Q: 3 clusters Score -1249672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1249680.750000 Penalty: 4548.649414
	Iteration 26Q: 3 clusters Score -1249681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1249681.750000 Penalty: 4548.649414
	Iteration 27Q: 3 clusters Score -1249682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1249683.875000 Penalty: 4548.649414
	Iteration 28Q: 3 clusters Score -1249684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1249688.750000 Penalty: 4548.649414
	Iteration 29Q: 3 clusters Score -1249689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1249690.625000 Penalty: 4548.649414
	Iteration 30Q: 3 clusters Score -1249691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1249693.875000 Penalty: 4548.649414
	Iteration 31Q: 3 clusters Score -1249694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1249695.875000 Penalty: 4548.649414
	Iteration 32Q: 3 clusters Score -1249696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1249699.375000 Penalty: 4548.649414
	Iteration 33Q: 3 clusters Score -1249699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1249700.625000 Penalty: 4548.649414
	Iteration 34Q: 3 clusters Score -1249701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1249708.875000 Penalty: 4548.649414
	Iteration 35Q: 3 clusters Score -1249709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1249715.000000 Penalty: 4548.649414
	Iteration 36Q: 3 clusters Score -1249715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1249720.750000 Penalty: 4548.649414
	Iteration 37Q: 3 clusters Score -1249721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1249725.500000 Penalty: 4548.649414
	Iteration 38Q: 3 clusters Score -1249726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1249733.500000 Penalty: 4548.649414
	Iteration 39Q: 3 clusters Score -1249734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1249739.625000 Penalty: 4548.649414
	Iteration 40F: 3 clusters Score -1249740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1249740.625000 Penalty: 4548.649414
	Iteration 41Q: 3 clusters Score -1249741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1249741.000000 Penalty: 4548.649414
	Iteration 42Q: 3 clusters Score -1249741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1249745.125000 Penalty: 4548.649414
	Iteration 43Q: 3 clusters Score -1249745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1249748.500000 Penalty: 4548.649414
	Iteration 44Q: 3 clusters Score -1249748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1249751.000000 Penalty: 4548.649414
	Iteration 45Q: 3 clusters Score -1249751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1249754.750000 Penalty: 4548.649414
	Iteration 46Q: 3 clusters Score -1249755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1249761.250000 Penalty: 4548.649414
	Iteration 47Q: 3 clusters Score -1249761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1249764.875000 Penalty: 4548.649414
	Iteration 48Q: 3 clusters Score -1249765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1249764.875000 Penalty: 4548.649414
	Iteration 49Q: 3 clusters Score -1249765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1249767.125000 Penalty: 4548.649414
	Iteration 50Q: 3 clusters Score -1249767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1249770.500000 Penalty: 4548.649414
	Iteration 51Q: 3 clusters Score -1249770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1249775.375000 Penalty: 4548.649414
	Iteration 52Q: 3 clusters Score -1249775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1249783.250000 Penalty: 4548.649414
	Iteration 53Q: 3 clusters Score -1249783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1249786.750000 Penalty: 4548.649414
	Iteration 54Q: 3 clusters Score -1249787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1249794.500000 Penalty: 4548.649414
	Iteration 55Q: 3 clusters Score -1249794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1249801.250000 Penalty: 4548.649414
	Iteration 56Q: 3 clusters Score -1249801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1249808.250000 Penalty: 4548.649414
	Iteration 57Q: 3 clusters Score -1249808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1249815.250000 Penalty: 4548.649414
	Iteration 58Q: 3 clusters Score -1249815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1249823.875000 Penalty: 4548.649414
	Iteration 59Q: 3 clusters Score -1249824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1249824.875000 Penalty: 4548.649414
	Iteration 60F: 3 clusters Score -1249825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1249828.750000 Penalty: 4548.649414
	Iteration 61Q: 3 clusters Score -1249829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1249830.250000 Penalty: 4548.649414
	Iteration 62Q: 3 clusters Score -1249830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1249836.250000 Penalty: 4548.649414
	Iteration 63Q: 3 clusters Score -1249836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1249841.250000 Penalty: 4548.649414
	Iteration 64Q: 3 clusters Score -1249841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1249841.125000 Penalty: 4548.649414
	Iteration 65Q: 3 clusters Score -1249841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1249842.250000 Penalty: 4548.649414
	Iteration 66Q: 3 clusters Score -1249842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1249845.125000 Penalty: 4548.649414
	Iteration 67Q: 3 clusters Score -1249845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1249847.750000 Penalty: 4548.649414
	Iteration 68Q: 3 clusters Score -1249848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1249847.250000 Penalty: 4548.649414
	Iteration 69Q: 3 clusters Score -1249847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1249850.500000 Penalty: 4548.649414
	Iteration 70Q: 3 clusters Score -1249850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1249848.500000 Penalty: 4548.649414
	Iteration 71Q: 3 clusters Score -1249848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1249852.125000 Penalty: 4548.649414
	Iteration 72Q: 3 clusters Score -1249852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1249853.375000 Penalty: 4548.649414
	Iteration 73Q: 3 clusters Score -1249853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1249852.875000 Penalty: 4548.649414
	Iteration 74Q: 3 clusters Score -1249853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1249853.625000 Penalty: 4548.649414
	Iteration 75Q: 3 clusters Score -1249854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1249853.000000 Penalty: 4548.649414
	Iteration 76Q: 3 clusters Score -1249853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1249853.000000 Penalty: 4548.649414
	Iteration 77F: 3 clusters Score -1249853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -3876019.500000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -3876020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3855837.250000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -3855837 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3863251.500000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -3863252 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3863971.000000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -3863971 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3864832.250000 Penalty: 5103.219727
	Iteration 3F: 3 clusters Score -3864832 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3865895.750000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -3865896 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3867190.250000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -3867190 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3868568.250000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -3868568 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3869898.750000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -3869899 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3871080.500000 Penalty: 5103.219727
	Iteration 8F: 3 clusters Score -3871080 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3872085.000000 Penalty: 5103.219727
	Iteration 9Q: 3 clusters Score -3872085 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3872954.000000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -3872954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3873827.000000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -3873827 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3874160.750000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -3874161 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3874270.250000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -3874270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3874320.750000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -3874321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3874351.000000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -3874351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3874370.500000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -3874370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3874388.000000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -3874388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3874397.500000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -3874398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3874409.750000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -3874410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3874415.000000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -3874415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3874418.250000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -3874418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3874418.250000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -3874418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3874422.250000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -3874422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3874422.000000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -3874422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3874422.500000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -3874422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3874424.500000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -3874424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3874434.250000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -3874434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3874433.250000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -3874433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3874431.000000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -3874431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3874431.750000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -3874432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3874435.750000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -3874436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3874436.000000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -3874436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3874435.250000 Penalty: 5103.219727
	Iteration 33Q: 3 clusters Score -3874435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3874435.250000 Penalty: 5103.219727
	Iteration 34F: 3 clusters Score -3874435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -1055977.125000 Penalty: 2230.246826
	Iteration 0F: 2 clusters Score -1055977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1049531.250000 Penalty: 4460.493652
	Iteration 0F: 3 clusters Score -1049531 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1051292.875000 Penalty: 4460.493652
	Iteration 1F: 3 clusters Score -1051293 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1051554.375000 Penalty: 4460.493652
	Iteration 2F: 3 clusters Score -1051554 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1051709.500000 Penalty: 4460.493652
	Iteration 3Q: 3 clusters Score -1051710 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1051820.125000 Penalty: 4460.493652
	Iteration 4Q: 3 clusters Score -1051820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1051948.125000 Penalty: 4460.493652
	Iteration 5Q: 3 clusters Score -1051948 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1052134.125000 Penalty: 4460.493652
	Iteration 6Q: 3 clusters Score -1052134 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1052437.625000 Penalty: 4460.493652
	Iteration 7Q: 3 clusters Score -1052438 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1052915.125000 Penalty: 4460.493652
	Iteration 8F: 3 clusters Score -1052915 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1053584.125000 Penalty: 4460.493652
	Iteration 9F: 3 clusters Score -1053584 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1054270.750000 Penalty: 4460.493652
	Iteration 10F: 3 clusters Score -1054271 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1054686.875000 Penalty: 4460.493652
	Iteration 11F: 3 clusters Score -1054687 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1054877.875000 Penalty: 4460.493652
	Iteration 12Q: 3 clusters Score -1054878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1054950.000000 Penalty: 4460.493652
	Iteration 13Q: 3 clusters Score -1054950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1054982.375000 Penalty: 4460.493652
	Iteration 14Q: 3 clusters Score -1054982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1055000.375000 Penalty: 4460.493652
	Iteration 15Q: 3 clusters Score -1055000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1055009.125000 Penalty: 4460.493652
	Iteration 16Q: 3 clusters Score -1055009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1055011.750000 Penalty: 4460.493652
	Iteration 17Q: 3 clusters Score -1055012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1055015.625000 Penalty: 4460.493652
	Iteration 18Q: 3 clusters Score -1055016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1055018.125000 Penalty: 4460.493652
	Iteration 19Q: 3 clusters Score -1055018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1055021.500000 Penalty: 4460.493652
	Iteration 20F: 3 clusters Score -1055022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1055021.875000 Penalty: 4460.493652
	Iteration 21Q: 3 clusters Score -1055022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1055025.500000 Penalty: 4460.493652
	Iteration 22Q: 3 clusters Score -1055026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1055028.250000 Penalty: 4460.493652
	Iteration 23Q: 3 clusters Score -1055028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1055028.375000 Penalty: 4460.493652
	Iteration 24Q: 3 clusters Score -1055028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1055030.125000 Penalty: 4460.493652
	Iteration 25Q: 3 clusters Score -1055030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1055032.125000 Penalty: 4460.493652
	Iteration 26Q: 3 clusters Score -1055032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1055034.125000 Penalty: 4460.493652
	Iteration 27Q: 3 clusters Score -1055034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1055035.000000 Penalty: 4460.493652
	Iteration 28Q: 3 clusters Score -1055035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1055038.375000 Penalty: 4460.493652
	Iteration 29Q: 3 clusters Score -1055038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1055037.375000 Penalty: 4460.493652
	Iteration 30Q: 3 clusters Score -1055037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1055037.500000 Penalty: 4460.493652
	Iteration 31Q: 3 clusters Score -1055038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1055039.500000 Penalty: 4460.493652
	Iteration 32Q: 3 clusters Score -1055040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1055039.500000 Penalty: 4460.493652
	Iteration 33F: 3 clusters Score -1055040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -769648.500000 Penalty: 2146.924805
	Iteration 0F: 2 clusters Score -769648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -764573.312500 Penalty: 4293.849609
	Iteration 0F: 3 clusters Score -764573.3 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -765873.687500 Penalty: 4293.849609
	Iteration 1F: 3 clusters Score -765873.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -766132.687500 Penalty: 4293.849609
	Iteration 2F: 3 clusters Score -766132.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -766294.437500 Penalty: 4293.849609
	Iteration 3F: 3 clusters Score -766294.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -766406.937500 Penalty: 4293.849609
	Iteration 4Q: 3 clusters Score -766406.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -766501.250000 Penalty: 4293.849609
	Iteration 5Q: 3 clusters Score -766501.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -766585.812500 Penalty: 4293.849609
	Iteration 6Q: 3 clusters Score -766585.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -766660.937500 Penalty: 4293.849609
	Iteration 7Q: 3 clusters Score -766660.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -766720.312500 Penalty: 4293.849609
	Iteration 8Q: 3 clusters Score -766720.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -766780.750000 Penalty: 4293.849609
	Iteration 9Q: 3 clusters Score -766780.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -766835.250000 Penalty: 4293.849609
	Iteration 10Q: 3 clusters Score -766835.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -766893.687500 Penalty: 4293.849609
	Iteration 11Q: 3 clusters Score -766893.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -766958.500000 Penalty: 4293.849609
	Iteration 12Q: 3 clusters Score -766958.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -767022.437500 Penalty: 4293.849609
	Iteration 13Q: 3 clusters Score -767022.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -767100.000000 Penalty: 4293.849609
	Iteration 14Q: 3 clusters Score -767100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -767173.750000 Penalty: 4293.849609
	Iteration 15Q: 3 clusters Score -767173.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -767246.375000 Penalty: 4293.849609
	Iteration 16Q: 3 clusters Score -767246.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -767333.562500 Penalty: 4293.849609
	Iteration 17Q: 3 clusters Score -767333.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -767407.500000 Penalty: 4293.849609
	Iteration 18Q: 3 clusters Score -767407.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -767471.625000 Penalty: 4293.849609
	Iteration 19Q: 3 clusters Score -767471.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -767524.375000 Penalty: 4293.849609
	Iteration 20F: 3 clusters Score -767524.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -767567.312500 Penalty: 4293.849609
	Iteration 21Q: 3 clusters Score -767567.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -767612.000000 Penalty: 4293.849609
	Iteration 22Q: 3 clusters Score -767612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -767653.437500 Penalty: 4293.849609
	Iteration 23Q: 3 clusters Score -767653.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -767693.937500 Penalty: 4293.849609
	Iteration 24Q: 3 clusters Score -767693.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -767732.000000 Penalty: 4293.849609
	Iteration 25Q: 3 clusters Score -767732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -767758.437500 Penalty: 4293.849609
	Iteration 26Q: 3 clusters Score -767758.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -767784.125000 Penalty: 4293.849609
	Iteration 27Q: 3 clusters Score -767784.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767808.500000 Penalty: 4293.849609
	Iteration 28Q: 3 clusters Score -767808.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -767825.125000 Penalty: 4293.849609
	Iteration 29Q: 3 clusters Score -767825.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -767836.125000 Penalty: 4293.849609
	Iteration 30Q: 3 clusters Score -767836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -767843.437500 Penalty: 4293.849609
	Iteration 31Q: 3 clusters Score -767843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -767851.687500 Penalty: 4293.849609
	Iteration 32Q: 3 clusters Score -767851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -767856.625000 Penalty: 4293.849609
	Iteration 33Q: 3 clusters Score -767856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -767862.375000 Penalty: 4293.849609
	Iteration 34Q: 3 clusters Score -767862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -767864.875000 Penalty: 4293.849609
	Iteration 35Q: 3 clusters Score -767864.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -767866.500000 Penalty: 4293.849609
	Iteration 36Q: 3 clusters Score -767866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -767866.562500 Penalty: 4293.849609
	Iteration 37Q: 3 clusters Score -767866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -767871.000000 Penalty: 4293.849609
	Iteration 38Q: 3 clusters Score -767871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -767873.875000 Penalty: 4293.849609
	Iteration 39Q: 3 clusters Score -767873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -767876.187500 Penalty: 4293.849609
	Iteration 40F: 3 clusters Score -767876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -767881.125000 Penalty: 4293.849609
	Iteration 41Q: 3 clusters Score -767881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -767882.750000 Penalty: 4293.849609
	Iteration 42Q: 3 clusters Score -767882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -767886.625000 Penalty: 4293.849609
	Iteration 43Q: 3 clusters Score -767886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -767892.125000 Penalty: 4293.849609
	Iteration 44Q: 3 clusters Score -767892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -767898.250000 Penalty: 4293.849609
	Iteration 45Q: 3 clusters Score -767898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -767902.562500 Penalty: 4293.849609
	Iteration 46Q: 3 clusters Score -767902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -767910.000000 Penalty: 4293.849609
	Iteration 47Q: 3 clusters Score -767910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -767910.250000 Penalty: 4293.849609
	Iteration 48Q: 3 clusters Score -767910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -767911.500000 Penalty: 4293.849609
	Iteration 49Q: 3 clusters Score -767911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -767911.500000 Penalty: 4293.849609
	Iteration 50F: 3 clusters Score -767911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -140227.468750 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -140227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -138173.250000 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -138173.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -138588.937500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -138588.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138814.859375 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -138814.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -138981.250000 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -138981.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139222.890625 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -139222.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139423.640625 Penalty: 3480.683105
	Iteration 5F: 3 clusters Score -139423.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139504.828125 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -139504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -139541.515625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -139541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -139565.062500 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -139565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -139586.656250 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -139586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -139596.046875 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -139596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139603.218750 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -139603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139618.359375 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -139618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -139633.125000 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -139633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139642.765625 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -139642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139647.734375 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -139647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -139650.171875 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -139650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -139650.953125 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -139651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -139651.703125 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -139651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -139651.703125 Penalty: 3480.683105
	Iteration 19F: 3 clusters Score -139651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -26525.203125 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -26525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25392.562500 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -25392.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25453.548828 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -25453.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25494.898438 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -25494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25497.525391 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -25497.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25500.667969 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -25500.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25500.667969 Penalty: 2679.728027
	Iteration 5F: 3 clusters Score -25500.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Entering Unmasked Estep 
Score: -6410918.000000 Penalty: 2670.719971
	Iteration 0F: 2 clusters Score -6410918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6378788.000000 Penalty: 5341.439941
	Iteration 0F: 3 clusters Score -6378788 nChanged 21729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6391081.500000 Penalty: 5341.439941
	Iteration 1F: 3 clusters Score -6391082 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6391864.500000 Penalty: 5341.439941
	Iteration 2Q: 3 clusters Score -6391864 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -6392757.500000 Penalty: 5341.439941
	Iteration 3Q: 3 clusters Score -6392758 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6393998.500000 Penalty: 5341.439941
	Iteration 4F: 3 clusters Score -6393998 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6395765.000000 Penalty: 5341.439941
	Iteration 5F: 3 clusters Score -6395765 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -6397886.500000 Penalty: 5341.439941
	Iteration 6F: 3 clusters Score -6397886 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -6400222.000000 Penalty: 5341.439941
	Iteration 7F: 3 clusters Score -6400222 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6402361.500000 Penalty: 5341.439941
	Iteration 8F: 3 clusters Score -6402362 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6404119.000000 Penalty: 5341.439941
	Iteration 9F: 3 clusters Score -6404119 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -6405408.500000 Penalty: 5341.439941
	Iteration 10Q: 3 clusters Score -6405408 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -6406433.000000 Penalty: 5341.439941
	Iteration 11Q: 3 clusters Score -6406433 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6407207.000000 Penalty: 5341.439941
	Iteration 12Q: 3 clusters Score -6407207 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -6407726.500000 Penalty: 5341.439941
	Iteration 13Q: 3 clusters Score -6407726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -6408116.000000 Penalty: 5341.439941
	Iteration 14Q: 3 clusters Score -6408116 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6408350.000000 Penalty: 5341.439941
	Iteration 15Q: 3 clusters Score -6408350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6408463.500000 Penalty: 5341.439941
	Iteration 16Q: 3 clusters Score -6408464 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -6408530.500000 Penalty: 5341.439941
	Iteration 17Q: 3 clusters Score -6408530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -6408588.500000 Penalty: 5341.439941
	Iteration 18Q: 3 clusters Score -6408588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6408634.000000 Penalty: 5341.439941
	Iteration 19Q: 3 clusters Score -6408634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6408654.500000 Penalty: 5341.439941
	Iteration 20F: 3 clusters Score -6408654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -6408676.000000 Penalty: 5341.439941
	Iteration 21Q: 3 clusters Score -6408676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6408682.500000 Penalty: 5341.439941
	Iteration 22Q: 3 clusters Score -6408682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6408712.000000 Penalty: 5341.439941
	Iteration 23Q: 3 clusters Score -6408712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6408724.000000 Penalty: 5341.439941
	Iteration 24Q: 3 clusters Score -6408724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6408742.500000 Penalty: 5341.439941
	Iteration 25Q: 3 clusters Score -6408742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6408755.500000 Penalty: 5341.439941
	Iteration 26Q: 3 clusters Score -6408756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6408751.000000 Penalty: 5341.439941
	Iteration 27Q: 3 clusters Score -6408751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6408754.500000 Penalty: 5341.439941
	Iteration 28Q: 3 clusters Score -6408754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6408753.500000 Penalty: 5341.439941
	Iteration 29Q: 3 clusters Score -6408754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6408765.000000 Penalty: 5341.439941
	Iteration 30Q: 3 clusters Score -6408765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6408771.000000 Penalty: 5341.439941
	Iteration 31Q: 3 clusters Score -6408771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6408775.000000 Penalty: 5341.439941
	Iteration 32Q: 3 clusters Score -6408775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6408775.500000 Penalty: 5341.439941
	Iteration 33Q: 3 clusters Score -6408776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6408775.500000 Penalty: 5341.439941
	Iteration 34F: 3 clusters Score -6408776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Entering Unmasked Estep 
Score: -14923825.000000 Penalty: 2900.619629
	Iteration 0F: 2 clusters Score -1.492382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -14843939.000000 Penalty: 5801.239258
	Iteration 0F: 3 clusters Score -1.484394e+07 nChanged 56988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -14877529.000000 Penalty: 5801.239258
	Iteration 1F: 3 clusters Score -1.487753e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -14879225.000000 Penalty: 5801.239258
	Iteration 2Q: 3 clusters Score -1.487922e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -14881390.000000 Penalty: 5801.239258
	Iteration 3Q: 3 clusters Score -1.488139e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -14884441.000000 Penalty: 5801.239258
	Iteration 4F: 3 clusters Score -1.488444e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -14888022.000000 Penalty: 5801.239258
	Iteration 5F: 3 clusters Score -1.488802e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -14892204.000000 Penalty: 5801.239258
	Iteration 6F: 3 clusters Score -1.48922e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -14897017.000000 Penalty: 5801.239258
	Iteration 7F: 3 clusters Score -1.489702e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -14902038.000000 Penalty: 5801.239258
	Iteration 8F: 3 clusters Score -1.490204e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -14906351.000000 Penalty: 5801.239258
	Iteration 9F: 3 clusters Score -1.490635e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -14909648.000000 Penalty: 5801.239258
	Iteration 10Q: 3 clusters Score -1.490965e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -14912065.000000 Penalty: 5801.239258
	Iteration 11Q: 3 clusters Score -1.491206e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -14913779.000000 Penalty: 5801.239258
	Iteration 12Q: 3 clusters Score -1.491378e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -14915118.000000 Penalty: 5801.239258
	Iteration 13Q: 3 clusters Score -1.491512e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -14916202.000000 Penalty: 5801.239258
	Iteration 14Q: 3 clusters Score -1.49162e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -14917107.000000 Penalty: 5801.239258
	Iteration 15Q: 3 clusters Score -1.491711e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -14917718.000000 Penalty: 5801.239258
	Iteration 16Q: 3 clusters Score -1.491772e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -14918280.000000 Penalty: 5801.239258
	Iteration 17Q: 3 clusters Score -1.491828e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -14918624.000000 Penalty: 5801.239258
	Iteration 18Q: 3 clusters Score -1.491862e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -14919048.000000 Penalty: 5801.239258
	Iteration 19Q: 3 clusters Score -1.491905e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -14919368.000000 Penalty: 5801.239258
	Iteration 20F: 3 clusters Score -1.491937e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -14919598.000000 Penalty: 5801.239258
	Iteration 21Q: 3 clusters Score -1.49196e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -14919894.000000 Penalty: 5801.239258
	Iteration 22Q: 3 clusters Score -1.491989e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -14920159.000000 Penalty: 5801.239258
	Iteration 23Q: 3 clusters Score -1.492016e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -14920378.000000 Penalty: 5801.239258
	Iteration 24Q: 3 clusters Score -1.492038e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -14920599.000000 Penalty: 5801.239258
	Iteration 25Q: 3 clusters Score -1.49206e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -14920750.000000 Penalty: 5801.239258
	Iteration 26Q: 3 clusters Score -1.492075e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -14920945.000000 Penalty: 5801.239258
	Iteration 27Q: 3 clusters Score -1.492094e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -14921006.000000 Penalty: 5801.239258
	Iteration 28Q: 3 clusters Score -1.492101e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 111678 members 
Entering Unmasked Estep 
Score: -14921048.000000 Penalty: 5801.239258
	Iteration 29Q: 3 clusters Score -1.492105e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 112012 members 
Entering Unmasked Estep 
Score: -14921170.000000 Penalty: 5801.239258
	Iteration 30Q: 3 clusters Score -1.492117e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -14921231.000000 Penalty: 5801.239258
	Iteration 31Q: 3 clusters Score -1.492123e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -14921271.000000 Penalty: 5801.239258
	Iteration 32Q: 3 clusters Score -1.492127e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -14921267.000000 Penalty: 5801.239258
	Iteration 33Q: 3 clusters Score -1.492127e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -14921334.000000 Penalty: 5801.239258
	Iteration 34Q: 3 clusters Score -1.492133e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -14921366.000000 Penalty: 5801.239258
	Iteration 35Q: 3 clusters Score -1.492137e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -14921398.000000 Penalty: 5801.239258
	Iteration 36Q: 3 clusters Score -1.49214e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14921465.000000 Penalty: 5801.239258
	Iteration 37Q: 3 clusters Score -1.492146e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -14921488.000000 Penalty: 5801.239258
	Iteration 38Q: 3 clusters Score -1.492149e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -14921506.000000 Penalty: 5801.239258
	Iteration 39Q: 3 clusters Score -1.492151e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -14921537.000000 Penalty: 5801.239258
	Iteration 40F: 3 clusters Score -1.492154e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -14921559.000000 Penalty: 5801.239258
	Iteration 41Q: 3 clusters Score -1.492156e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -14921576.000000 Penalty: 5801.239258
	Iteration 42Q: 3 clusters Score -1.492158e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -14921623.000000 Penalty: 5801.239258
	Iteration 43Q: 3 clusters Score -1.492162e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -14921616.000000 Penalty: 5801.239258
	Iteration 44Q: 3 clusters Score -1.492162e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -14921649.000000 Penalty: 5801.239258
	Iteration 45Q: 3 clusters Score -1.492165e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -14921673.000000 Penalty: 5801.239258
	Iteration 46Q: 3 clusters Score -1.492167e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -14921679.000000 Penalty: 5801.239258
	Iteration 47Q: 3 clusters Score -1.492168e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -14921698.000000 Penalty: 5801.239258
	Iteration 48Q: 3 clusters Score -1.49217e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -14921692.000000 Penalty: 5801.239258
	Iteration 49Q: 3 clusters Score -1.492169e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -14921690.000000 Penalty: 5801.239258
	Iteration 50Q: 3 clusters Score -1.492169e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -14921731.000000 Penalty: 5801.239258
	Iteration 51Q: 3 clusters Score -1.492173e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -14921710.000000 Penalty: 5801.239258
	Iteration 52Q: 3 clusters Score -1.492171e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -14921736.000000 Penalty: 5801.239258
	Iteration 53Q: 3 clusters Score -1.492174e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -14921763.000000 Penalty: 5801.239258
	Iteration 54Q: 3 clusters Score -1.492176e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -14921756.000000 Penalty: 5801.239258
	Iteration 55Q: 3 clusters Score -1.492176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -14921758.000000 Penalty: 5801.239258
	Iteration 56Q: 3 clusters Score -1.492176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -14921744.000000 Penalty: 5801.239258
	Iteration 57Q: 3 clusters Score -1.492174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -14921742.000000 Penalty: 5801.239258
	Iteration 58Q: 3 clusters Score -1.492174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -14921757.000000 Penalty: 5801.239258
	Iteration 59Q: 3 clusters Score -1.492176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -14921759.000000 Penalty: 5801.239258
	Iteration 60F: 3 clusters Score -1.492176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -14921780.000000 Penalty: 5801.239258
	Iteration 61Q: 3 clusters Score -1.492178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -14921777.000000 Penalty: 5801.239258
	Iteration 62Q: 3 clusters Score -1.492178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -14921798.000000 Penalty: 5801.239258
	Iteration 63Q: 3 clusters Score -1.49218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -14921785.000000 Penalty: 5801.239258
	Iteration 64Q: 3 clusters Score -1.492178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -14921784.000000 Penalty: 5801.239258
	Iteration 65Q: 3 clusters Score -1.492178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -14921788.000000 Penalty: 5801.239258
	Iteration 66Q: 3 clusters Score -1.492179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -14921785.000000 Penalty: 5801.239258
	Iteration 67Q: 3 clusters Score -1.492178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -14921789.000000 Penalty: 5801.239258
	Iteration 68Q: 3 clusters Score -1.492179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 115666 members 
Entering Unmasked Estep 
Score: -14921810.000000 Penalty: 5801.239258
	Iteration 69Q: 3 clusters Score -1.492181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -14921801.000000 Penalty: 5801.239258
	Iteration 70Q: 3 clusters Score -1.49218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -14921791.000000 Penalty: 5801.239258
	Iteration 71Q: 3 clusters Score -1.492179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -14921795.000000 Penalty: 5801.239258
	Iteration 72Q: 3 clusters Score -1.49218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
Score: -14921791.000000 Penalty: 5801.239258
	Iteration 73Q: 3 clusters Score -1.492179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -14921791.000000 Penalty: 5801.239258
	Iteration 74Q: 3 clusters Score -1.492179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -14921815.000000 Penalty: 5801.239258
	Iteration 75Q: 3 clusters Score -1.492182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -14921808.000000 Penalty: 5801.239258
	Iteration 76Q: 3 clusters Score -1.492181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -14921801.000000 Penalty: 5801.239258
	Iteration 77Q: 3 clusters Score -1.49218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -14921811.000000 Penalty: 5801.239258
	Iteration 78Q: 3 clusters Score -1.492181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -14921827.000000 Penalty: 5801.239258
	Iteration 79Q: 3 clusters Score -1.492183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 115847 members 
Entering Unmasked Estep 
Score: -14921802.000000 Penalty: 5801.239258
	Iteration 80F: 3 clusters Score -1.49218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -14921814.000000 Penalty: 5801.239258
	Iteration 81Q: 3 clusters Score -1.492181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14921806.000000 Penalty: 5801.239258
	Iteration 82Q: 3 clusters Score -1.492181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -14921809.000000 Penalty: 5801.239258
	Iteration 83Q: 3 clusters Score -1.492181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -14921805.000000 Penalty: 5801.239258
	Iteration 84Q: 3 clusters Score -1.49218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 115887 members 
Entering Unmasked Estep 
Score: -14921804.000000 Penalty: 5801.239258
	Iteration 85Q: 3 clusters Score -1.49218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -14921820.000000 Penalty: 5801.239258
	Iteration 86Q: 3 clusters Score -1.492182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 115896 members 
Entering Unmasked Estep 
Score: -14921818.000000 Penalty: 5801.239258
	Iteration 87Q: 3 clusters Score -1.492182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -14921819.000000 Penalty: 5801.239258
	Iteration 88Q: 3 clusters Score -1.492182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
Score: -14921809.000000 Penalty: 5801.239258
	Iteration 89Q: 3 clusters Score -1.492181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -14921801.000000 Penalty: 5801.239258
	Iteration 90Q: 3 clusters Score -1.49218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 115910 members 
Entering Unmasked Estep 
Score: -14921810.000000 Penalty: 5801.239258
	Iteration 91Q: 3 clusters Score -1.492181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -14921813.000000 Penalty: 5801.239258
	Iteration 92Q: 3 clusters Score -1.492181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -14921815.000000 Penalty: 5801.239258
	Iteration 93Q: 3 clusters Score -1.492182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -14921819.000000 Penalty: 5801.239258
	Iteration 94Q: 3 clusters Score -1.492182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -14921810.000000 Penalty: 5801.239258
	Iteration 95Q: 3 clusters Score -1.492181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -14921813.000000 Penalty: 5801.239258
	Iteration 96Q: 3 clusters Score -1.492181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -14921819.000000 Penalty: 5801.239258
	Iteration 97Q: 3 clusters Score -1.492182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -14921820.000000 Penalty: 5801.239258
	Iteration 98Q: 3 clusters Score -1.492182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -14921820.000000 Penalty: 5801.239258
	Iteration 99F: 3 clusters Score -1.492182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -764177.500000 Penalty: 2165.771484
	Iteration 0F: 2 clusters Score -764177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -758967.687500 Penalty: 4331.542969
	Iteration 0F: 3 clusters Score -758967.7 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -760730.375000 Penalty: 4331.542969
	Iteration 1F: 3 clusters Score -760730.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -761432.062500 Penalty: 4331.542969
	Iteration 2F: 3 clusters Score -761432.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -761980.000000 Penalty: 4331.542969
	Iteration 3F: 3 clusters Score -761980 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -762345.937500 Penalty: 4331.542969
	Iteration 4F: 3 clusters Score -762345.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -762577.812500 Penalty: 4331.542969
	Iteration 5Q: 3 clusters Score -762577.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -762762.687500 Penalty: 4331.542969
	Iteration 6Q: 3 clusters Score -762762.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -762943.937500 Penalty: 4331.542969
	Iteration 7Q: 3 clusters Score -762943.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -763140.937500 Penalty: 4331.542969
	Iteration 8Q: 3 clusters Score -763140.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -763349.000000 Penalty: 4331.542969
	Iteration 9Q: 3 clusters Score -763349 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -763550.250000 Penalty: 4331.542969
	Iteration 10Q: 3 clusters Score -763550.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -763673.937500 Penalty: 4331.542969
	Iteration 11Q: 3 clusters Score -763673.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -763720.500000 Penalty: 4331.542969
	Iteration 12Q: 3 clusters Score -763720.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -763754.687500 Penalty: 4331.542969
	Iteration 13Q: 3 clusters Score -763754.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -763775.937500 Penalty: 4331.542969
	Iteration 14Q: 3 clusters Score -763775.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -763787.562500 Penalty: 4331.542969
	Iteration 15Q: 3 clusters Score -763787.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -763795.750000 Penalty: 4331.542969
	Iteration 16Q: 3 clusters Score -763795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -763800.125000 Penalty: 4331.542969
	Iteration 17Q: 3 clusters Score -763800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -763801.500000 Penalty: 4331.542969
	Iteration 18Q: 3 clusters Score -763801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -763803.750000 Penalty: 4331.542969
	Iteration 19Q: 3 clusters Score -763803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -763805.562500 Penalty: 4331.542969
	Iteration 20F: 3 clusters Score -763805.6 nChanged 1
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: -763806.000000 Penalty: 4331.542969
	Iteration 21Q: 3 clusters Score -763806 nChanged 0
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: -763806.000000 Penalty: 4331.542969
	Iteration 22F: 3 clusters Score -763806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (235767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235767 members 
Entering Unmasked Estep 
Score: -31541984.000000 Penalty: 3067.908691
	Iteration 0F: 2 clusters Score -3.154198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -31404042.000000 Penalty: 6135.817383
	Iteration 0F: 3 clusters Score -3.140404e+07 nChanged 113554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -31470270.000000 Penalty: 6135.817383
	Iteration 1F: 3 clusters Score -3.147027e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -31471124.000000 Penalty: 6135.817383
	Iteration 2Q: 3 clusters Score -3.147112e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -31472246.000000 Penalty: 6135.817383
	Iteration 3Q: 3 clusters Score -3.147225e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -31473720.000000 Penalty: 6135.817383
	Iteration 4Q: 3 clusters Score -3.147372e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131733 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -31476160.000000 Penalty: 6135.817383
	Iteration 5Q: 3 clusters Score -3.147616e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -31480240.000000 Penalty: 6135.817383
	Iteration 6Q: 3 clusters Score -3.148024e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -31486882.000000 Penalty: 6135.817383
	Iteration 7F: 3 clusters Score -3.148688e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165227 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -31497398.000000 Penalty: 6135.817383
	Iteration 8F: 3 clusters Score -3.14974e+07 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -31511154.000000 Penalty: 6135.817383
	Iteration 9F: 3 clusters Score -3.151115e+07 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200703 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -31523788.000000 Penalty: 6135.817383
	Iteration 10F: 3 clusters Score -3.152379e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214773 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -31532566.000000 Penalty: 6135.817383
	Iteration 11F: 3 clusters Score -3.153257e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223620 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -31537288.000000 Penalty: 6135.817383
	Iteration 12Q: 3 clusters Score -3.153729e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228525 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -31539058.000000 Penalty: 6135.817383
	Iteration 13Q: 3 clusters Score -3.153906e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231139 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -31539756.000000 Penalty: 6135.817383
	Iteration 14Q: 3 clusters Score -3.153976e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232497 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -31540140.000000 Penalty: 6135.817383
	Iteration 15Q: 3 clusters Score -3.154014e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233230 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -31540190.000000 Penalty: 6135.817383
	Iteration 16Q: 3 clusters Score -3.154019e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233683 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -31540208.000000 Penalty: 6135.817383
	Iteration 17Q: 3 clusters Score -3.154021e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233963 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -31540202.000000 Penalty: 6135.817383
	Iteration 18Q: 3 clusters Score -3.15402e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234148 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -31540240.000000 Penalty: 6135.817383
	Iteration 19Q: 3 clusters Score -3.154024e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234264 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -31540262.000000 Penalty: 6135.817383
	Iteration 20F: 3 clusters Score -3.154026e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234334 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -31540264.000000 Penalty: 6135.817383
	Iteration 21Q: 3 clusters Score -3.154026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234376 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -31540326.000000 Penalty: 6135.817383
	Iteration 22Q: 3 clusters Score -3.154033e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234403 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -31540350.000000 Penalty: 6135.817383
	Iteration 23Q: 3 clusters Score -3.154035e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234429 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -31540380.000000 Penalty: 6135.817383
	Iteration 24Q: 3 clusters Score -3.154038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234447 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -31540372.000000 Penalty: 6135.817383
	Iteration 25Q: 3 clusters Score -3.154037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234454 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -31540396.000000 Penalty: 6135.817383
	Iteration 26Q: 3 clusters Score -3.15404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234454 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -31540406.000000 Penalty: 6135.817383
	Iteration 27Q: 3 clusters Score -3.154041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234468 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -31540440.000000 Penalty: 6135.817383
	Iteration 28Q: 3 clusters Score -3.154044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234481 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -31540464.000000 Penalty: 6135.817383
	Iteration 29Q: 3 clusters Score -3.154046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234494 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -31540436.000000 Penalty: 6135.817383
	Iteration 30Q: 3 clusters Score -3.154044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234503 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -31540440.000000 Penalty: 6135.817383
	Iteration 31Q: 3 clusters Score -3.154044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234507 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -31540472.000000 Penalty: 6135.817383
	Iteration 32Q: 3 clusters Score -3.154047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234513 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -31540468.000000 Penalty: 6135.817383
	Iteration 33Q: 3 clusters Score -3.154047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234519 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -31540478.000000 Penalty: 6135.817383
	Iteration 34Q: 3 clusters Score -3.154048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234520 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -31540482.000000 Penalty: 6135.817383
	Iteration 35Q: 3 clusters Score -3.154048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234522 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -31540462.000000 Penalty: 6135.817383
	Iteration 36Q: 3 clusters Score -3.154046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234526 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -31540484.000000 Penalty: 6135.817383
	Iteration 37Q: 3 clusters Score -3.154048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234530 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -31540462.000000 Penalty: 6135.817383
	Iteration 38Q: 3 clusters Score -3.154046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234535 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -31540490.000000 Penalty: 6135.817383
	Iteration 39Q: 3 clusters Score -3.154049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234539 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -31540488.000000 Penalty: 6135.817383
	Iteration 40F: 3 clusters Score -3.154049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234538 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -31540476.000000 Penalty: 6135.817383
	Iteration 41Q: 3 clusters Score -3.154048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234537 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -31540484.000000 Penalty: 6135.817383
	Iteration 42Q: 3 clusters Score -3.154048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234537 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -31540504.000000 Penalty: 6135.817383
	Iteration 43Q: 3 clusters Score -3.15405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234542 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -31540490.000000 Penalty: 6135.817383
	Iteration 44Q: 3 clusters Score -3.154049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234545 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -31540494.000000 Penalty: 6135.817383
	Iteration 45Q: 3 clusters Score -3.154049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234545 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -31540494.000000 Penalty: 6135.817383
	Iteration 46Q: 3 clusters Score -3.154049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234546 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -31540492.000000 Penalty: 6135.817383
	Iteration 47Q: 3 clusters Score -3.154049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234549 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -31540482.000000 Penalty: 6135.817383
	Iteration 48Q: 3 clusters Score -3.154048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234554 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -31540488.000000 Penalty: 6135.817383
	Iteration 49Q: 3 clusters Score -3.154049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234556 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -31540492.000000 Penalty: 6135.817383
	Iteration 50Q: 3 clusters Score -3.154049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234561 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -31540506.000000 Penalty: 6135.817383
	Iteration 51Q: 3 clusters Score -3.154051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234565 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -31540514.000000 Penalty: 6135.817383
	Iteration 52Q: 3 clusters Score -3.154051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234567 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -31540516.000000 Penalty: 6135.817383
	Iteration 53Q: 3 clusters Score -3.154052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234569 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -31540514.000000 Penalty: 6135.817383
	Iteration 54Q: 3 clusters Score -3.154051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234569 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -31540514.000000 Penalty: 6135.817383
	Iteration 55F: 3 clusters Score -3.154051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -53120.757812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -53120.76 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 239 members 
Entering Unmasked Estep 
Score: -51719.117188 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -51719.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51923.246094 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -51923.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51980.429688 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -51980.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52014.085938 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -52014.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52049.917969 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -52049.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52078.289062 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -52078.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52083.167969 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -52083.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52087.460938 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -52087.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52093.832031 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -52093.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52095.859375 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -52095.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52097.324219 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -52097.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52098.824219 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -52098.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52101.257812 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -52101.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52115.050781 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -52115.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52139.828125 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -52139.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52190.269531 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -52190.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52295.414062 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -52295.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52366.980469 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -52366.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52406.953125 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -52406.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52435.515625 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -52435.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52446.273438 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -52446.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52458.835938 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -52458.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52473.921875 Penalty: 3059.088379
	Iteration 22Q: 3 clusters Score -52473.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52506.699219 Penalty: 3059.088379
	Iteration 23Q: 3 clusters Score -52506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52541.957031 Penalty: 3059.088379
	Iteration 24Q: 3 clusters Score -52541.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52569.023438 Penalty: 3059.088379
	Iteration 25Q: 3 clusters Score -52569.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52606.707031 Penalty: 3059.088379
	Iteration 26Q: 3 clusters Score -52606.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52616.152344 Penalty: 3059.088379
	Iteration 27Q: 3 clusters Score -52616.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52623.664062 Penalty: 3059.088379
	Iteration 28Q: 3 clusters Score -52623.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52630.050781 Penalty: 3059.088379
	Iteration 29Q: 3 clusters Score -52630.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52639.410156 Penalty: 3059.088379
	Iteration 30Q: 3 clusters Score -52639.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52646.492188 Penalty: 3059.088379
	Iteration 31Q: 3 clusters Score -52646.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52664.980469 Penalty: 3059.088379
	Iteration 32Q: 3 clusters Score -52664.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52664.980469 Penalty: 3059.088379
	Iteration 33F: 3 clusters Score -52664.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -200966.437500 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -200966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198636.156250 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198636.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -199009.437500 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -199009.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -199126.281250 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199126.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199212.031250 Penalty: 3655.322021
	Iteration 3Q: 3 clusters Score -199212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199277.093750 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -199277.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199324.265625 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -199324.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199368.765625 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -199368.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -199420.156250 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -199420.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -199471.375000 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -199471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199502.921875 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -199502.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -199532.593750 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -199532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -199559.250000 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -199559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199574.812500 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -199574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199590.781250 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -199590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -199603.281250 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -199603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199612.546875 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -199612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -199618.718750 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -199618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199625.765625 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -199625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -199638.843750 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -199638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -199645.390625 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -199645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199651.062500 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -199651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -199654.843750 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -199654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -199655.359375 Penalty: 3655.322021
	Iteration 22Q: 3 clusters Score -199655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199657.718750 Penalty: 3655.322021
	Iteration 23Q: 3 clusters Score -199657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -199660.687500 Penalty: 3655.322021
	Iteration 24Q: 3 clusters Score -199660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199663.156250 Penalty: 3655.322021
	Iteration 25Q: 3 clusters Score -199663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199666.109375 Penalty: 3655.322021
	Iteration 26Q: 3 clusters Score -199666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -199670.265625 Penalty: 3655.322021
	Iteration 27Q: 3 clusters Score -199670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199671.921875 Penalty: 3655.322021
	Iteration 28Q: 3 clusters Score -199671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -199673.171875 Penalty: 3655.322021
	Iteration 29Q: 3 clusters Score -199673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -199677.281250 Penalty: 3655.322021
	Iteration 30Q: 3 clusters Score -199677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -199680.125000 Penalty: 3655.322021
	Iteration 31Q: 3 clusters Score -199680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -199681.515625 Penalty: 3655.322021
	Iteration 32Q: 3 clusters Score -199681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199682.000000 Penalty: 3655.322021
	Iteration 33Q: 3 clusters Score -199682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199682.000000 Penalty: 3655.322021
	Iteration 34F: 3 clusters Score -199682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -580110.375000 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -580110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -575989.687500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -575989.7 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -576919.187500 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -576919.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -577177.875000 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -577177.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -577329.500000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -577329.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -577427.375000 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -577427.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -577506.000000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -577506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -577562.062500 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -577562.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -577611.125000 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -577611.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -577662.750000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -577662.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -577721.187500 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -577721.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -577768.562500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -577768.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -577802.312500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -577802.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -577832.625000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -577832.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -577850.437500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -577850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -577869.750000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -577869.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -577889.562500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -577889.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -577899.500000 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -577899.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -577908.687500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -577908.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -577923.562500 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -577923.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -577938.250000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -577938.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -577949.062500 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -577949.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -577961.687500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -577961.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -577973.812500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -577973.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -577986.937500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -577986.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -577999.125000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -577999.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -578011.125000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -578011.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -578024.187500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -578024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -578031.250000 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -578031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -578039.062500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -578039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -578048.812500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -578048.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -578059.062500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -578059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -578071.375000 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -578071.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -578087.250000 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -578087.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -578099.250000 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -578099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -578107.250000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -578107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -578115.062500 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -578115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -578124.937500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -578124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -578135.000000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -578135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -578144.062500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -578144.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -578152.187500 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -578152.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -578159.312500 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -578159.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -578170.125000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -578170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -578179.875000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -578179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -578189.437500 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -578189.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -578197.875000 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -578197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -578202.937500 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -578202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -578206.125000 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -578206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -578209.062500 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -578209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -578210.750000 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -578210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -578214.187500 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -578214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -578216.437500 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -578216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -578218.937500 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -578218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578219.375000 Penalty: 4166.392578
	Iteration 52Q: 3 clusters Score -578219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -578221.062500 Penalty: 4166.392578
	Iteration 53Q: 3 clusters Score -578221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -578222.312500 Penalty: 4166.392578
	Iteration 54Q: 3 clusters Score -578222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -578222.312500 Penalty: 4166.392578
	Iteration 55F: 3 clusters Score -578222.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -536334.812500 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -536334.8 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 2111 members 
Entering Unmasked Estep 
Score: -532220.750000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -532220.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -533142.812500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -533142.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -533354.500000 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -533354.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -533477.937500 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -533477.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -533557.062500 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -533557.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -533611.250000 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -533611.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -533655.687500 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -533655.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -533685.875000 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -533685.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -533706.812500 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -533706.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -533721.187500 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -533721.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -533730.125000 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -533730.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -533741.312500 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -533741.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -533755.500000 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -533755.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -533766.625000 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -533766.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -533777.125000 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -533777.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -533783.062500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -533783.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -533789.875000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -533789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -533797.625000 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -533797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -533804.687500 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -533804.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -533810.125000 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -533810.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -533816.312500 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -533816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -533823.562500 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -533823.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -533828.625000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -533828.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -533836.062500 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -533836.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -533844.625000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -533844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -533852.000000 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -533852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -533857.625000 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -533857.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -533869.062500 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -533869.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -533878.562500 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -533878.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -533887.500000 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -533887.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -533893.250000 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -533893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -533898.750000 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -533898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -533906.000000 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -533906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -533911.250000 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -533911.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -533923.375000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -533923.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -533935.875000 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -533935.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533953.625000 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -533953.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -533972.687500 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -533972.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -533985.875000 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -533985.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -534001.937500 Penalty: 4143.217773
	Iteration 39Q: 3 clusters Score -534001.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -534018.750000 Penalty: 4143.217773
	Iteration 40F: 3 clusters Score -534018.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -534032.187500 Penalty: 4143.217773
	Iteration 41Q: 3 clusters Score -534032.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -534045.375000 Penalty: 4143.217773
	Iteration 42Q: 3 clusters Score -534045.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -534063.312500 Penalty: 4143.217773
	Iteration 43Q: 3 clusters Score -534063.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -534081.125000 Penalty: 4143.217773
	Iteration 44Q: 3 clusters Score -534081.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -534101.687500 Penalty: 4143.217773
	Iteration 45Q: 3 clusters Score -534101.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -534125.250000 Penalty: 4143.217773
	Iteration 46Q: 3 clusters Score -534125.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -534153.000000 Penalty: 4143.217773
	Iteration 47Q: 3 clusters Score -534153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -534185.062500 Penalty: 4143.217773
	Iteration 48Q: 3 clusters Score -534185.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -534214.125000 Penalty: 4143.217773
	Iteration 49Q: 3 clusters Score -534214.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -534252.687500 Penalty: 4143.217773
	Iteration 50Q: 3 clusters Score -534252.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -534285.375000 Penalty: 4143.217773
	Iteration 51Q: 3 clusters Score -534285.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -534319.375000 Penalty: 4143.217773
	Iteration 52Q: 3 clusters Score -534319.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -534347.937500 Penalty: 4143.217773
	Iteration 53Q: 3 clusters Score -534347.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -534376.562500 Penalty: 4143.217773
	Iteration 54Q: 3 clusters Score -534376.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -534400.875000 Penalty: 4143.217773
	Iteration 55Q: 3 clusters Score -534400.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -534418.687500 Penalty: 4143.217773
	Iteration 56Q: 3 clusters Score -534418.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -534439.312500 Penalty: 4143.217773
	Iteration 57Q: 3 clusters Score -534439.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -534450.812500 Penalty: 4143.217773
	Iteration 58Q: 3 clusters Score -534450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -534458.437500 Penalty: 4143.217773
	Iteration 59Q: 3 clusters Score -534458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -534466.687500 Penalty: 4143.217773
	Iteration 60F: 3 clusters Score -534466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -534471.687500 Penalty: 4143.217773
	Iteration 61Q: 3 clusters Score -534471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -534475.312500 Penalty: 4143.217773
	Iteration 62Q: 3 clusters Score -534475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -534475.875000 Penalty: 4143.217773
	Iteration 63Q: 3 clusters Score -534475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -534477.250000 Penalty: 4143.217773
	Iteration 64Q: 3 clusters Score -534477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -534477.250000 Penalty: 4143.217773
	Iteration 65F: 3 clusters Score -534477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 126258 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23732 members 
Mstep: Class 6 contains 25455 members 
Mstep: Class 7 contains 135314 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 13263 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 222833 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 14202 members 
Mstep: Class 16 contains 48877 members 
Mstep: Class 17 contains 143174 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71900 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9611 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 8046 members 
Mstep: Class 25 contains 5750 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47526 members 
Mstep: Class 29 contains 120096 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 235767 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4447 members 
Mstep: Class 35 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096912.000000 Penalty: 122868.914062
Iteration 119Q: 36 clusters Score -1.810969e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15793 members 
Mstep: Class 3 contains 126236 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 23724 members 
Mstep: Class 6 contains 25456 members 
Mstep: Class 7 contains 135220 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 222876 members 
Mstep: Class 12 contains 19598 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 14205 members 
Mstep: Class 16 contains 48877 members 
Mstep: Class 17 contains 143316 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71891 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 9611 members 
Mstep: Class 23 contains 29399 members 
Mstep: Class 24 contains 8046 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47493 members 
Mstep: Class 29 contains 120118 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235776 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1585 members 
Mstep: Class 34 contains 4447 members 
Mstep: Class 35 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096608.000000 Penalty: 122868.914062
Iteration 120F: 36 clusters Score -1.810966e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 126223 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23726 members 
Mstep: Class 6 contains 25462 members 
Mstep: Class 7 contains 135155 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 222870 members 
Mstep: Class 12 contains 19640 members 
Mstep: Class 13 contains 22308 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 14208 members 
Mstep: Class 16 contains 48882 members 
Mstep: Class 17 contains 143442 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71883 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 9606 members 
Mstep: Class 23 contains 29398 members 
Mstep: Class 24 contains 8046 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47470 members 
Mstep: Class 29 contains 120140 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235790 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1583 members 
Mstep: Class 34 contains 4448 members 
Mstep: Class 35 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096864.000000 Penalty: 122868.914062
Iteration 121Q: 36 clusters Score -1.810969e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 126203 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23722 members 
Mstep: Class 6 contains 25452 members 
Mstep: Class 7 contains 135085 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 13262 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222869 members 
Mstep: Class 12 contains 19684 members 
Mstep: Class 13 contains 22322 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 14205 members 
Mstep: Class 16 contains 48875 members 
Mstep: Class 17 contains 143546 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71871 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9606 members 
Mstep: Class 23 contains 29393 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5757 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47441 members 
Mstep: Class 29 contains 120177 members 
Mstep: Class 30 contains 6200 members 
Mstep: Class 31 contains 235805 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1580 members 
Mstep: Class 34 contains 4446 members 
Mstep: Class 35 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096704.000000 Penalty: 122868.914062
Iteration 122Q: 36 clusters Score -1.810967e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15775 members 
Mstep: Class 3 contains 126190 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23720 members 
Mstep: Class 6 contains 25438 members 
Mstep: Class 7 contains 135040 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 13258 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222880 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 48872 members 
Mstep: Class 17 contains 143629 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71861 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 29390 members 
Mstep: Class 24 contains 8050 members 
Mstep: Class 25 contains 5759 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47420 members 
Mstep: Class 29 contains 120186 members 
Mstep: Class 30 contains 6200 members 
Mstep: Class 31 contains 235817 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 1579 members 
Mstep: Class 34 contains 4446 members 
Mstep: Class 35 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096768.000000 Penalty: 122868.914062
Iteration 123Q: 36 clusters Score -1.810968e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 3 contains 126181 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23717 members 
Mstep: Class 6 contains 25426 members 
Mstep: Class 7 contains 135002 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 13256 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222893 members 
Mstep: Class 12 contains 19753 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 14204 members 
Mstep: Class 16 contains 48875 members 
Mstep: Class 17 contains 143715 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71856 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 29390 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5758 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47404 members 
Mstep: Class 29 contains 120189 members 
Mstep: Class 30 contains 6201 members 
Mstep: Class 31 contains 235816 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1578 members 
Mstep: Class 34 contains 4445 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096832.000000 Penalty: 122868.914062
Iteration 124Q: 36 clusters Score -1.810968e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15773 members 
Mstep: Class 3 contains 126171 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23715 members 
Mstep: Class 6 contains 25421 members 
Mstep: Class 7 contains 134981 members 
Mstep: Class 8 contains 6018 members 
Mstep: Class 9 contains 13246 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222897 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 22349 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 14208 members 
Mstep: Class 16 contains 48869 members 
Mstep: Class 17 contains 143801 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71846 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 29385 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5758 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47389 members 
Mstep: Class 29 contains 120202 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 235808 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1580 members 
Mstep: Class 34 contains 4445 members 
Mstep: Class 35 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096928.000000 Penalty: 122868.914062
Iteration 125Q: 36 clusters Score -1.810969e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15770 members 
Mstep: Class 3 contains 126164 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23708 members 
Mstep: Class 6 contains 25421 members 
Mstep: Class 7 contains 134961 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222899 members 
Mstep: Class 12 contains 19830 members 
Mstep: Class 13 contains 22360 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 48874 members 
Mstep: Class 17 contains 143903 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71839 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 29382 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47375 members 
Mstep: Class 29 contains 120196 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 235807 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096752.000000 Penalty: 122868.914062
Iteration 126Q: 36 clusters Score -1.810968e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15769 members 
Mstep: Class 3 contains 126159 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23700 members 
Mstep: Class 6 contains 25416 members 
Mstep: Class 7 contains 134943 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 19862 members 
Mstep: Class 13 contains 22368 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 48879 members 
Mstep: Class 17 contains 143992 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71834 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 29377 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47360 members 
Mstep: Class 29 contains 120211 members 
Mstep: Class 30 contains 6206 members 
Mstep: Class 31 contains 235798 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1583 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096720.000000 Penalty: 122868.914062
Iteration 127Q: 36 clusters Score -1.810967e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15765 members 
Mstep: Class 3 contains 126150 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23687 members 
Mstep: Class 6 contains 25404 members 
Mstep: Class 7 contains 134927 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 19891 members 
Mstep: Class 13 contains 22378 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 14209 members 
Mstep: Class 16 contains 48886 members 
Mstep: Class 17 contains 144092 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71828 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 29374 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47347 members 
Mstep: Class 29 contains 120223 members 
Mstep: Class 30 contains 6211 members 
Mstep: Class 31 contains 235780 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1585 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096656.000000 Penalty: 122868.914062
Iteration 128Q: 36 clusters Score -1.810967e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15764 members 
Mstep: Class 3 contains 126140 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23673 members 
Mstep: Class 6 contains 25399 members 
Mstep: Class 7 contains 134911 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 222923 members 
Mstep: Class 12 contains 19909 members 
Mstep: Class 13 contains 22387 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 14208 members 
Mstep: Class 16 contains 48888 members 
Mstep: Class 17 contains 144160 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71826 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9603 members 
Mstep: Class 23 contains 29370 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47343 members 
Mstep: Class 29 contains 120235 members 
Mstep: Class 30 contains 6212 members 
Mstep: Class 31 contains 235784 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1586 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097024.000000 Penalty: 122868.914062
Iteration 129Q: 36 clusters Score -1.81097e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15762 members 
Mstep: Class 3 contains 126131 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 23664 members 
Mstep: Class 6 contains 25382 members 
Mstep: Class 7 contains 134901 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 222919 members 
Mstep: Class 12 contains 19929 members 
Mstep: Class 13 contains 22399 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 14208 members 
Mstep: Class 16 contains 48892 members 
Mstep: Class 17 contains 144223 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71824 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9603 members 
Mstep: Class 23 contains 29369 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47342 members 
Mstep: Class 29 contains 120254 members 
Mstep: Class 30 contains 6213 members 
Mstep: Class 31 contains 235788 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097056.000000 Penalty: 122868.914062
Iteration 130Q: 36 clusters Score -1.810971e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15759 members 
Mstep: Class 3 contains 126117 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 134886 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 222924 members 
Mstep: Class 12 contains 19950 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 48901 members 
Mstep: Class 17 contains 144289 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71824 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9603 members 
Mstep: Class 23 contains 29366 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47334 members 
Mstep: Class 29 contains 120263 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235790 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181096944.000000 Penalty: 122868.914062
Iteration 131Q: 36 clusters Score -1.810969e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 126113 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23648 members 
Mstep: Class 6 contains 25351 members 
Mstep: Class 7 contains 134867 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 222925 members 
Mstep: Class 12 contains 19967 members 
Mstep: Class 13 contains 22406 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 14210 members 
Mstep: Class 16 contains 48914 members 
Mstep: Class 17 contains 144368 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71822 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29366 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47320 members 
Mstep: Class 29 contains 120274 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235779 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097184.000000 Penalty: 122868.914062
Iteration 132Q: 36 clusters Score -1.810972e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15756 members 
Mstep: Class 3 contains 126106 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23641 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 7 contains 134858 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 222920 members 
Mstep: Class 12 contains 19982 members 
Mstep: Class 13 contains 22407 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48917 members 
Mstep: Class 17 contains 144435 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71820 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29367 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47302 members 
Mstep: Class 29 contains 120281 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235774 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097328.000000 Penalty: 122868.914062
Iteration 133Q: 36 clusters Score -1.810973e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 126102 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23637 members 
Mstep: Class 6 contains 25337 members 
Mstep: Class 7 contains 134839 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222918 members 
Mstep: Class 12 contains 20001 members 
Mstep: Class 13 contains 22407 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48920 members 
Mstep: Class 17 contains 144483 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71811 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29367 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47295 members 
Mstep: Class 29 contains 120301 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235772 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097200.000000 Penalty: 122868.914062
Iteration 134Q: 36 clusters Score -1.810972e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126099 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23635 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 134814 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222921 members 
Mstep: Class 12 contains 20025 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 48924 members 
Mstep: Class 17 contains 144531 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71804 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29365 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47286 members 
Mstep: Class 29 contains 120315 members 
Mstep: Class 30 contains 6215 members 
Mstep: Class 31 contains 235767 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097040.000000 Penalty: 122868.914062
Iteration 135Q: 36 clusters Score -1.81097e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126098 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 25330 members 
Mstep: Class 7 contains 134793 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222917 members 
Mstep: Class 12 contains 20049 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 144570 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71799 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29364 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47282 members 
Mstep: Class 29 contains 120331 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235761 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097200.000000 Penalty: 122868.914062
Iteration 136Q: 36 clusters Score -1.810972e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126099 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23633 members 
Mstep: Class 6 contains 25327 members 
Mstep: Class 7 contains 134772 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222922 members 
Mstep: Class 12 contains 20062 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 144601 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71796 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29363 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47284 members 
Mstep: Class 29 contains 120341 members 
Mstep: Class 30 contains 6215 members 
Mstep: Class 31 contains 235761 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097168.000000 Penalty: 122868.914062
Iteration 137Q: 36 clusters Score -1.810972e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126097 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23631 members 
Mstep: Class 6 contains 25330 members 
Mstep: Class 7 contains 134749 members 
Mstep: Class 8 contains 5313 members 
Mstep: Class 9 contains 13223 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222924 members 
Mstep: Class 12 contains 20074 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 144646 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71792 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29363 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47285 members 
Mstep: Class 29 contains 120340 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235760 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097152.000000 Penalty: 122868.914062
Iteration 138Q: 36 clusters Score -1.810972e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126096 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23629 members 
Mstep: Class 6 contains 25329 members 
Mstep: Class 7 contains 134728 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222931 members 
Mstep: Class 12 contains 20091 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48932 members 
Mstep: Class 17 contains 144693 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71790 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29362 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47279 members 
Mstep: Class 29 contains 120350 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235747 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097168.000000 Penalty: 122868.914062
Iteration 139Q: 36 clusters Score -1.810972e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126095 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 25331 members 
Mstep: Class 7 contains 134714 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 222929 members 
Mstep: Class 12 contains 20106 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48934 members 
Mstep: Class 17 contains 144729 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71789 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29362 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47273 members 
Mstep: Class 29 contains 120357 members 
Mstep: Class 30 contains 6213 members 
Mstep: Class 31 contains 235743 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097328.000000 Penalty: 122868.914062
Iteration 140F: 36 clusters Score -1.810973e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 126091 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 25332 members 
Mstep: Class 7 contains 134691 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 222933 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48934 members 
Mstep: Class 17 contains 144770 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71788 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29361 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47264 members 
Mstep: Class 29 contains 120367 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235738 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097456.000000 Penalty: 122868.914062
Iteration 141Q: 36 clusters Score -1.810975e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 126092 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 134676 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222933 members 
Mstep: Class 12 contains 20131 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14217 members 
Mstep: Class 16 contains 48932 members 
Mstep: Class 17 contains 144817 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71782 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47257 members 
Mstep: Class 29 contains 120373 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235724 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097584.000000 Penalty: 122868.914062
Iteration 142Q: 36 clusters Score -1.810976e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 126089 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 25321 members 
Mstep: Class 7 contains 134657 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 13236 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 222938 members 
Mstep: Class 12 contains 20139 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48930 members 
Mstep: Class 17 contains 144870 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71781 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47251 members 
Mstep: Class 29 contains 120370 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235723 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097536.000000 Penalty: 122868.914062
Iteration 143Q: 36 clusters Score -1.810975e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126088 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23618 members 
Mstep: Class 6 contains 25318 members 
Mstep: Class 7 contains 134645 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222935 members 
Mstep: Class 12 contains 20149 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 144926 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71780 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47238 members 
Mstep: Class 29 contains 120371 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235714 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097520.000000 Penalty: 122868.914062
Iteration 144Q: 36 clusters Score -1.810975e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126090 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 23616 members 
Mstep: Class 6 contains 25311 members 
Mstep: Class 7 contains 134641 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 13245 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222928 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48925 members 
Mstep: Class 17 contains 144970 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71778 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47224 members 
Mstep: Class 29 contains 120361 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235717 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097568.000000 Penalty: 122868.914062
Iteration 145Q: 36 clusters Score -1.810976e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126085 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23613 members 
Mstep: Class 6 contains 25312 members 
Mstep: Class 7 contains 134633 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 13246 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222928 members 
Mstep: Class 12 contains 20168 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 145008 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71770 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47220 members 
Mstep: Class 29 contains 120352 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235711 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097632.000000 Penalty: 122868.914062
Iteration 146Q: 36 clusters Score -1.810976e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126083 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23613 members 
Mstep: Class 6 contains 25306 members 
Mstep: Class 7 contains 134640 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 13246 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222926 members 
Mstep: Class 12 contains 20174 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 145037 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71767 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47216 members 
Mstep: Class 29 contains 120346 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235709 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097728.000000 Penalty: 122868.914062
Iteration 147Q: 36 clusters Score -1.810977e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126082 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 23613 members 
Mstep: Class 6 contains 25301 members 
Mstep: Class 7 contains 134636 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 13251 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 222923 members 
Mstep: Class 12 contains 20181 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 145072 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71761 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47211 members 
Mstep: Class 29 contains 120344 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235704 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 148Q: 36 clusters Score -1.810977e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126081 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23612 members 
Mstep: Class 6 contains 25300 members 
Mstep: Class 7 contains 134632 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 13244 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 222923 members 
Mstep: Class 12 contains 20188 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 145107 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71758 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29360 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47205 members 
Mstep: Class 29 contains 120337 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235703 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 149Q: 36 clusters Score -1.810977e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126080 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23610 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 134630 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 13243 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 222922 members 
Mstep: Class 12 contains 20194 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 145151 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47196 members 
Mstep: Class 29 contains 120328 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235702 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 150Q: 36 clusters Score -1.810977e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126079 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23611 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 134628 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 13243 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 222919 members 
Mstep: Class 12 contains 20199 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48930 members 
Mstep: Class 17 contains 145171 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47188 members 
Mstep: Class 29 contains 120319 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235706 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097744.000000 Penalty: 122868.914062
Iteration 151Q: 36 clusters Score -1.810977e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126078 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23611 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134624 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 13243 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 222924 members 
Mstep: Class 12 contains 20203 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48933 members 
Mstep: Class 17 contains 145198 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71753 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47184 members 
Mstep: Class 29 contains 120313 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235704 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097648.000000 Penalty: 122868.914062
Iteration 152Q: 36 clusters Score -1.810976e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126077 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23611 members 
Mstep: Class 6 contains 25291 members 
Mstep: Class 7 contains 134623 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222928 members 
Mstep: Class 12 contains 20206 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48937 members 
Mstep: Class 17 contains 145235 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71753 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47184 members 
Mstep: Class 29 contains 120301 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235703 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097536.000000 Penalty: 122868.914062
Iteration 153Q: 36 clusters Score -1.810975e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126075 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23610 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 134625 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 13236 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222927 members 
Mstep: Class 12 contains 20211 members 
Mstep: Class 13 contains 22441 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48936 members 
Mstep: Class 17 contains 145268 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47184 members 
Mstep: Class 29 contains 120286 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235704 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097520.000000 Penalty: 122868.914062
Iteration 154Q: 36 clusters Score -1.810975e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126075 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 25291 members 
Mstep: Class 7 contains 134625 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222932 members 
Mstep: Class 12 contains 20214 members 
Mstep: Class 13 contains 22440 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 48934 members 
Mstep: Class 17 contains 145302 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47181 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235700 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097472.000000 Penalty: 122868.914062
Iteration 155Q: 36 clusters Score -1.810975e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126075 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 134622 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222931 members 
Mstep: Class 12 contains 20216 members 
Mstep: Class 13 contains 22440 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 48932 members 
Mstep: Class 17 contains 145347 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71753 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47179 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235703 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097440.000000 Penalty: 122868.914062
Iteration 156Q: 36 clusters Score -1.810974e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126076 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 134622 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 222927 members 
Mstep: Class 12 contains 20222 members 
Mstep: Class 13 contains 22441 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 14210 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 145391 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71753 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47173 members 
Mstep: Class 29 contains 120267 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235702 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097584.000000 Penalty: 122868.914062
Iteration 157Q: 36 clusters Score -1.810976e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126075 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23608 members 
Mstep: Class 6 contains 25291 members 
Mstep: Class 7 contains 134626 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222923 members 
Mstep: Class 12 contains 20224 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48929 members 
Mstep: Class 17 contains 145424 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47165 members 
Mstep: Class 29 contains 120265 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235704 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097520.000000 Penalty: 122868.914062
Iteration 158Q: 36 clusters Score -1.810975e+08 nChanged 105
Entering ConstructFrom: 
Score: -181097520.000000 Penalty: 122868.914062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -397352.218750 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -397352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -393984.187500 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -393984.2 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -394639.593750 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -394639.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -394796.468750 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -394796.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -394880.656250 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -394880.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -394952.750000 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -394952.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -395018.093750 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -395018.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -395077.937500 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -395077.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -395123.031250 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -395123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -395165.906250 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -395165.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -395203.906250 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -395203.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -395237.093750 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -395237.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -395274.062500 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -395274.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -395300.187500 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -395300.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -395323.781250 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -395323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395344.156250 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -395344.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -395361.125000 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -395361.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -395371.187500 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -395371.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -395380.468750 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -395380.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -395392.062500 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -395392.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -395401.281250 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -395401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -395408.843750 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -395408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -395418.031250 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -395418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -395422.750000 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -395422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -395428.500000 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -395428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -395434.468750 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -395434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -395437.218750 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -395437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -395440.156250 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -395440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -395444.375000 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -395444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -395445.812500 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -395445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -395446.718750 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -395446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -395446.718750 Penalty: 3996.459473
	Iteration 30F: 3 clusters Score -395446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -2052762.750000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -2052763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2041422.625000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -2041423 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2045229.375000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -2045229 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2045818.500000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -2045818 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2046530.500000 Penalty: 4793.670898
	Iteration 3F: 3 clusters Score -2046530 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2047544.875000 Penalty: 4793.670898
	Iteration 4F: 3 clusters Score -2047545 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2048704.250000 Penalty: 4793.670898
	Iteration 5F: 3 clusters Score -2048704 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2049580.375000 Penalty: 4793.670898
	Iteration 6F: 3 clusters Score -2049580 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2050040.375000 Penalty: 4793.670898
	Iteration 7F: 3 clusters Score -2050040 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2050325.750000 Penalty: 4793.670898
	Iteration 8Q: 3 clusters Score -2050326 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2050476.750000 Penalty: 4793.670898
	Iteration 9Q: 3 clusters Score -2050477 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2050559.250000 Penalty: 4793.670898
	Iteration 10Q: 3 clusters Score -2050559 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2050595.250000 Penalty: 4793.670898
	Iteration 11Q: 3 clusters Score -2050595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2050619.625000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -2050620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2050655.250000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -2050655 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2050671.000000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -2050671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2050686.125000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -2050686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2050697.875000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -2050698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2050709.125000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -2050709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2050719.875000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -2050720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2050727.625000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -2050728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2050736.875000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -2050737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2050744.750000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -2050745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2050745.875000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -2050746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2050757.625000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -2050758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2050762.125000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -2050762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2050768.250000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -2050768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2050777.625000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -2050778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2050788.250000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -2050788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2050787.625000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -2050788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2050790.250000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -2050790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2050795.000000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -2050795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2050797.250000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -2050797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2050802.125000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -2050802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2050806.500000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -2050806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2050804.500000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -2050804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2050807.750000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -2050808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2050813.625000 Penalty: 4793.670898
	Iteration 36Q: 3 clusters Score -2050814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2050811.125000 Penalty: 4793.670898
	Iteration 37Q: 3 clusters Score -2050811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2050810.625000 Penalty: 4793.670898
	Iteration 38Q: 3 clusters Score -2050811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2050809.375000 Penalty: 4793.670898
	Iteration 39Q: 3 clusters Score -2050809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2050817.250000 Penalty: 4793.670898
	Iteration 40F: 3 clusters Score -2050817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2050822.875000 Penalty: 4793.670898
	Iteration 41Q: 3 clusters Score -2050823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2050823.250000 Penalty: 4793.670898
	Iteration 42Q: 3 clusters Score -2050823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2050823.000000 Penalty: 4793.670898
	Iteration 43Q: 3 clusters Score -2050823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2050823.375000 Penalty: 4793.670898
	Iteration 44Q: 3 clusters Score -2050823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2050823.375000 Penalty: 4793.670898
	Iteration 45F: 3 clusters Score -2050823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126076 members 
Entering Unmasked Estep 
Score: -16589303.000000 Penalty: 2912.670898
	Iteration 0F: 2 clusters Score -1.65893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -16505343.000000 Penalty: 5825.341797
	Iteration 0F: 3 clusters Score -1.650534e+07 nChanged 60083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -16539889.000000 Penalty: 5825.341797
	Iteration 1F: 3 clusters Score -1.653989e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -16540771.000000 Penalty: 5825.341797
	Iteration 2Q: 3 clusters Score -1.654077e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -16542145.000000 Penalty: 5825.341797
	Iteration 3Q: 3 clusters Score -1.654214e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -16544169.000000 Penalty: 5825.341797
	Iteration 4Q: 3 clusters Score -1.654417e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -16547728.000000 Penalty: 5825.341797
	Iteration 5F: 3 clusters Score -1.654773e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -16553162.000000 Penalty: 5825.341797
	Iteration 6F: 3 clusters Score -1.655316e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -16560559.000000 Penalty: 5825.341797
	Iteration 7F: 3 clusters Score -1.656056e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -16568464.000000 Penalty: 5825.341797
	Iteration 8F: 3 clusters Score -1.656846e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 113965 members 
Entering Unmasked Estep 
Score: -16575881.000000 Penalty: 5825.341797
	Iteration 9F: 3 clusters Score -1.657588e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -16581228.000000 Penalty: 5825.341797
	Iteration 10Q: 3 clusters Score -1.658123e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -16584416.000000 Penalty: 5825.341797
	Iteration 11Q: 3 clusters Score -1.658442e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -16585817.000000 Penalty: 5825.341797
	Iteration 12Q: 3 clusters Score -1.658582e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -16586356.000000 Penalty: 5825.341797
	Iteration 13Q: 3 clusters Score -1.658636e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -16586556.000000 Penalty: 5825.341797
	Iteration 14Q: 3 clusters Score -1.658656e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -16586654.000000 Penalty: 5825.341797
	Iteration 15Q: 3 clusters Score -1.658665e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -16586738.000000 Penalty: 5825.341797
	Iteration 16Q: 3 clusters Score -1.658674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -16586769.000000 Penalty: 5825.341797
	Iteration 17Q: 3 clusters Score -1.658677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -16586803.000000 Penalty: 5825.341797
	Iteration 18Q: 3 clusters Score -1.65868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -16586815.000000 Penalty: 5825.341797
	Iteration 19Q: 3 clusters Score -1.658682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -16586832.000000 Penalty: 5825.341797
	Iteration 20F: 3 clusters Score -1.658683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -16586849.000000 Penalty: 5825.341797
	Iteration 21Q: 3 clusters Score -1.658685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -16586853.000000 Penalty: 5825.341797
	Iteration 22Q: 3 clusters Score -1.658685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -16586861.000000 Penalty: 5825.341797
	Iteration 23Q: 3 clusters Score -1.658686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -16586863.000000 Penalty: 5825.341797
	Iteration 24Q: 3 clusters Score -1.658686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -16586858.000000 Penalty: 5825.341797
	Iteration 25Q: 3 clusters Score -1.658686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -16586876.000000 Penalty: 5825.341797
	Iteration 26Q: 3 clusters Score -1.658688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -16586881.000000 Penalty: 5825.341797
	Iteration 27Q: 3 clusters Score -1.658688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -16586881.000000 Penalty: 5825.341797
	Iteration 28F: 3 clusters Score -1.658688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -1407092.875000 Penalty: 2299.875488
	Iteration 0F: 2 clusters Score -1407093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1399010.125000 Penalty: 4599.750977
	Iteration 0F: 3 clusters Score -1399010 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1401485.625000 Penalty: 4599.750977
	Iteration 1F: 3 clusters Score -1401486 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1401878.500000 Penalty: 4599.750977
	Iteration 2F: 3 clusters Score -1401878 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1402220.500000 Penalty: 4599.750977
	Iteration 3F: 3 clusters Score -1402220 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1402605.625000 Penalty: 4599.750977
	Iteration 4F: 3 clusters Score -1402606 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1403063.625000 Penalty: 4599.750977
	Iteration 5F: 3 clusters Score -1403064 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1403576.875000 Penalty: 4599.750977
	Iteration 6F: 3 clusters Score -1403577 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1404061.000000 Penalty: 4599.750977
	Iteration 7F: 3 clusters Score -1404061 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1404477.125000 Penalty: 4599.750977
	Iteration 8F: 3 clusters Score -1404477 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1404769.875000 Penalty: 4599.750977
	Iteration 9Q: 3 clusters Score -1404770 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1404950.125000 Penalty: 4599.750977
	Iteration 10Q: 3 clusters Score -1404950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1405065.375000 Penalty: 4599.750977
	Iteration 11Q: 3 clusters Score -1405065 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1405140.500000 Penalty: 4599.750977
	Iteration 12Q: 3 clusters Score -1405140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1405195.500000 Penalty: 4599.750977
	Iteration 13Q: 3 clusters Score -1405196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1405235.750000 Penalty: 4599.750977
	Iteration 14Q: 3 clusters Score -1405236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1405271.250000 Penalty: 4599.750977
	Iteration 15Q: 3 clusters Score -1405271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1405292.500000 Penalty: 4599.750977
	Iteration 16Q: 3 clusters Score -1405292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1405307.250000 Penalty: 4599.750977
	Iteration 17Q: 3 clusters Score -1405307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1405321.250000 Penalty: 4599.750977
	Iteration 18Q: 3 clusters Score -1405321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1405336.000000 Penalty: 4599.750977
	Iteration 19Q: 3 clusters Score -1405336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1405339.250000 Penalty: 4599.750977
	Iteration 20F: 3 clusters Score -1405339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1405345.125000 Penalty: 4599.750977
	Iteration 21Q: 3 clusters Score -1405345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1405350.500000 Penalty: 4599.750977
	Iteration 22Q: 3 clusters Score -1405350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1405355.500000 Penalty: 4599.750977
	Iteration 23Q: 3 clusters Score -1405356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1405355.500000 Penalty: 4599.750977
	Iteration 24Q: 3 clusters Score -1405356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1405357.375000 Penalty: 4599.750977
	Iteration 25Q: 3 clusters Score -1405357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1405356.000000 Penalty: 4599.750977
	Iteration 26Q: 3 clusters Score -1405356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1405353.875000 Penalty: 4599.750977
	Iteration 27Q: 3 clusters Score -1405354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1405353.500000 Penalty: 4599.750977
	Iteration 28Q: 3 clusters Score -1405354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1405355.125000 Penalty: 4599.750977
	Iteration 29Q: 3 clusters Score -1405355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1405354.750000 Penalty: 4599.750977
	Iteration 30Q: 3 clusters Score -1405355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1405357.750000 Penalty: 4599.750977
	Iteration 31Q: 3 clusters Score -1405358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1405357.500000 Penalty: 4599.750977
	Iteration 32Q: 3 clusters Score -1405358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1405360.500000 Penalty: 4599.750977
	Iteration 33Q: 3 clusters Score -1405360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1405360.500000 Penalty: 4599.750977
	Iteration 34Q: 3 clusters Score -1405360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1405359.125000 Penalty: 4599.750977
	Iteration 35Q: 3 clusters Score -1405359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1405359.500000 Penalty: 4599.750977
	Iteration 36Q: 3 clusters Score -1405360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1405359.500000 Penalty: 4599.750977
	Iteration 37F: 3 clusters Score -1405360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Entering Unmasked Estep 
Score: -3076958.750000 Penalty: 2497.207031
	Iteration 0F: 2 clusters Score -3076959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3060550.250000 Penalty: 4994.414062
	Iteration 0F: 3 clusters Score -3060550 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3066121.250000 Penalty: 4994.414062
	Iteration 1F: 3 clusters Score -3066121 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3066572.250000 Penalty: 4994.414062
	Iteration 2F: 3 clusters Score -3066572 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3067103.250000 Penalty: 4994.414062
	Iteration 3F: 3 clusters Score -3067103 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3067764.750000 Penalty: 4994.414062
	Iteration 4F: 3 clusters Score -3067765 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3068613.750000 Penalty: 4994.414062
	Iteration 5F: 3 clusters Score -3068614 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3069700.750000 Penalty: 4994.414062
	Iteration 6F: 3 clusters Score -3069701 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3070919.000000 Penalty: 4994.414062
	Iteration 7F: 3 clusters Score -3070919 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3072097.500000 Penalty: 4994.414062
	Iteration 8F: 3 clusters Score -3072098 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3073159.000000 Penalty: 4994.414062
	Iteration 9F: 3 clusters Score -3073159 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3074059.750000 Penalty: 4994.414062
	Iteration 10Q: 3 clusters Score -3074060 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3074612.750000 Penalty: 4994.414062
	Iteration 11Q: 3 clusters Score -3074613 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3074883.000000 Penalty: 4994.414062
	Iteration 12Q: 3 clusters Score -3074883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3075010.750000 Penalty: 4994.414062
	Iteration 13Q: 3 clusters Score -3075011 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3075092.000000 Penalty: 4994.414062
	Iteration 14Q: 3 clusters Score -3075092 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3075162.250000 Penalty: 4994.414062
	Iteration 15Q: 3 clusters Score -3075162 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3075213.750000 Penalty: 4994.414062
	Iteration 16Q: 3 clusters Score -3075214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3075249.250000 Penalty: 4994.414062
	Iteration 17Q: 3 clusters Score -3075249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3075268.750000 Penalty: 4994.414062
	Iteration 18Q: 3 clusters Score -3075269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3075293.000000 Penalty: 4994.414062
	Iteration 19Q: 3 clusters Score -3075293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3075308.250000 Penalty: 4994.414062
	Iteration 20F: 3 clusters Score -3075308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3075323.000000 Penalty: 4994.414062
	Iteration 21Q: 3 clusters Score -3075323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3075333.750000 Penalty: 4994.414062
	Iteration 22Q: 3 clusters Score -3075334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3075346.000000 Penalty: 4994.414062
	Iteration 23Q: 3 clusters Score -3075346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3075347.500000 Penalty: 4994.414062
	Iteration 24Q: 3 clusters Score -3075348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3075354.750000 Penalty: 4994.414062
	Iteration 25Q: 3 clusters Score -3075355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3075356.500000 Penalty: 4994.414062
	Iteration 26Q: 3 clusters Score -3075356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3075358.750000 Penalty: 4994.414062
	Iteration 27Q: 3 clusters Score -3075359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3075361.000000 Penalty: 4994.414062
	Iteration 28Q: 3 clusters Score -3075361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3075360.500000 Penalty: 4994.414062
	Iteration 29Q: 3 clusters Score -3075360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3075365.750000 Penalty: 4994.414062
	Iteration 30Q: 3 clusters Score -3075366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3075364.000000 Penalty: 4994.414062
	Iteration 31Q: 3 clusters Score -3075364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3075362.750000 Penalty: 4994.414062
	Iteration 32Q: 3 clusters Score -3075363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3075360.500000 Penalty: 4994.414062
	Iteration 33Q: 3 clusters Score -3075360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3075362.500000 Penalty: 4994.414062
	Iteration 34Q: 3 clusters Score -3075362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3075369.500000 Penalty: 4994.414062
	Iteration 35Q: 3 clusters Score -3075370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3075367.500000 Penalty: 4994.414062
	Iteration 36Q: 3 clusters Score -3075368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3075366.500000 Penalty: 4994.414062
	Iteration 37Q: 3 clusters Score -3075366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3075370.250000 Penalty: 4994.414062
	Iteration 38Q: 3 clusters Score -3075370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3075371.000000 Penalty: 4994.414062
	Iteration 39Q: 3 clusters Score -3075371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3075371.000000 Penalty: 4994.414062
	Iteration 40F: 3 clusters Score -3075371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Entering Unmasked Estep 
Score: -3367461.500000 Penalty: 2514.303955
	Iteration 0F: 2 clusters Score -3367462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3349952.750000 Penalty: 5028.607910
	Iteration 0F: 3 clusters Score -3349953 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3356050.500000 Penalty: 5028.607910
	Iteration 1F: 3 clusters Score -3356050 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3356516.500000 Penalty: 5028.607910
	Iteration 2F: 3 clusters Score -3356516 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3356897.250000 Penalty: 5028.607910
	Iteration 3Q: 3 clusters Score -3356897 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3357311.000000 Penalty: 5028.607910
	Iteration 4Q: 3 clusters Score -3357311 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3357856.000000 Penalty: 5028.607910
	Iteration 5Q: 3 clusters Score -3357856 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3358540.000000 Penalty: 5028.607910
	Iteration 6F: 3 clusters Score -3358540 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3359381.250000 Penalty: 5028.607910
	Iteration 7F: 3 clusters Score -3359381 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3360399.750000 Penalty: 5028.607910
	Iteration 8F: 3 clusters Score -3360400 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3361413.500000 Penalty: 5028.607910
	Iteration 9F: 3 clusters Score -3361414 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3362334.000000 Penalty: 5028.607910
	Iteration 10F: 3 clusters Score -3362334 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3363099.250000 Penalty: 5028.607910
	Iteration 11Q: 3 clusters Score -3363099 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3363681.250000 Penalty: 5028.607910
	Iteration 12Q: 3 clusters Score -3363681 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3364168.750000 Penalty: 5028.607910
	Iteration 13Q: 3 clusters Score -3364169 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3364571.750000 Penalty: 5028.607910
	Iteration 14Q: 3 clusters Score -3364572 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3364883.000000 Penalty: 5028.607910
	Iteration 15Q: 3 clusters Score -3364883 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3365058.500000 Penalty: 5028.607910
	Iteration 16Q: 3 clusters Score -3365058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3365207.000000 Penalty: 5028.607910
	Iteration 17Q: 3 clusters Score -3365207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3365376.750000 Penalty: 5028.607910
	Iteration 18Q: 3 clusters Score -3365377 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3365542.250000 Penalty: 5028.607910
	Iteration 19Q: 3 clusters Score -3365542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3365745.000000 Penalty: 5028.607910
	Iteration 20F: 3 clusters Score -3365745 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3365977.250000 Penalty: 5028.607910
	Iteration 21Q: 3 clusters Score -3365977 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3366131.500000 Penalty: 5028.607910
	Iteration 22Q: 3 clusters Score -3366132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3366214.250000 Penalty: 5028.607910
	Iteration 23Q: 3 clusters Score -3366214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3366250.250000 Penalty: 5028.607910
	Iteration 24Q: 3 clusters Score -3366250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3366268.000000 Penalty: 5028.607910
	Iteration 25Q: 3 clusters Score -3366268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3366266.500000 Penalty: 5028.607910
	Iteration 26Q: 3 clusters Score -3366266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3366280.250000 Penalty: 5028.607910
	Iteration 27Q: 3 clusters Score -3366280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3366287.750000 Penalty: 5028.607910
	Iteration 28Q: 3 clusters Score -3366288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3366285.250000 Penalty: 5028.607910
	Iteration 29Q: 3 clusters Score -3366285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3366289.500000 Penalty: 5028.607910
	Iteration 30Q: 3 clusters Score -3366290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3366290.750000 Penalty: 5028.607910
	Iteration 31Q: 3 clusters Score -3366291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3366291.750000 Penalty: 5028.607910
	Iteration 32Q: 3 clusters Score -3366292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3366292.000000 Penalty: 5028.607910
	Iteration 33Q: 3 clusters Score -3366292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3366294.000000 Penalty: 5028.607910
	Iteration 34Q: 3 clusters Score -3366294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3366291.750000 Penalty: 5028.607910
	Iteration 35Q: 3 clusters Score -3366292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3366293.000000 Penalty: 5028.607910
	Iteration 36Q: 3 clusters Score -3366293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3366291.250000 Penalty: 5028.607910
	Iteration 37Q: 3 clusters Score -3366291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3366294.000000 Penalty: 5028.607910
	Iteration 38Q: 3 clusters Score -3366294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3366291.000000 Penalty: 5028.607910
	Iteration 39Q: 3 clusters Score -3366291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3366293.250000 Penalty: 5028.607910
	Iteration 40F: 3 clusters Score -3366293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134621 members 
Entering Unmasked Estep 
Score: -17930800.000000 Penalty: 2928.934326
	Iteration 0F: 2 clusters Score -1.79308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -17841996.000000 Penalty: 5857.868652
	Iteration 0F: 3 clusters Score -1.7842e+07 nChanged 64034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -17879258.000000 Penalty: 5857.868652
	Iteration 1F: 3 clusters Score -1.787926e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -17880424.000000 Penalty: 5857.868652
	Iteration 2Q: 3 clusters Score -1.788042e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -17882280.000000 Penalty: 5857.868652
	Iteration 3Q: 3 clusters Score -1.788228e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -17885272.000000 Penalty: 5857.868652
	Iteration 4Q: 3 clusters Score -1.788527e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -17890390.000000 Penalty: 5857.868652
	Iteration 5F: 3 clusters Score -1.789039e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -17897974.000000 Penalty: 5857.868652
	Iteration 6F: 3 clusters Score -1.789797e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -17908370.000000 Penalty: 5857.868652
	Iteration 7F: 3 clusters Score -1.790837e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125099 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -17918954.000000 Penalty: 5857.868652
	Iteration 8F: 3 clusters Score -1.791895e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -17925416.000000 Penalty: 5857.868652
	Iteration 9Q: 3 clusters Score -1.792542e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17927530.000000 Penalty: 5857.868652
	Iteration 10Q: 3 clusters Score -1.792753e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17927988.000000 Penalty: 5857.868652
	Iteration 11Q: 3 clusters Score -1.792799e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17928096.000000 Penalty: 5857.868652
	Iteration 12Q: 3 clusters Score -1.79281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134442 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17928150.000000 Penalty: 5857.868652
	Iteration 13Q: 3 clusters Score -1.792815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17928164.000000 Penalty: 5857.868652
	Iteration 14Q: 3 clusters Score -1.792816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17928166.000000 Penalty: 5857.868652
	Iteration 15Q: 3 clusters Score -1.792817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17928170.000000 Penalty: 5857.868652
	Iteration 16Q: 3 clusters Score -1.792817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17928166.000000 Penalty: 5857.868652
	Iteration 17Q: 3 clusters Score -1.792817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17928168.000000 Penalty: 5857.868652
	Iteration 18Q: 3 clusters Score -1.792817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17928168.000000 Penalty: 5857.868652
	Iteration 19F: 3 clusters Score -1.792817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -648857.812500 Penalty: 2102.295166
	Iteration 0F: 2 clusters Score -648857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -644424.500000 Penalty: 4204.590332
	Iteration 0F: 3 clusters Score -644424.5 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -645415.562500 Penalty: 4204.590332
	Iteration 1F: 3 clusters Score -645415.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -645591.375000 Penalty: 4204.590332
	Iteration 2F: 3 clusters Score -645591.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -645697.437500 Penalty: 4204.590332
	Iteration 3Q: 3 clusters Score -645697.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -645764.937500 Penalty: 4204.590332
	Iteration 4Q: 3 clusters Score -645764.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -645809.687500 Penalty: 4204.590332
	Iteration 5Q: 3 clusters Score -645809.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -645848.125000 Penalty: 4204.590332
	Iteration 6Q: 3 clusters Score -645848.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -645877.625000 Penalty: 4204.590332
	Iteration 7Q: 3 clusters Score -645877.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -645903.875000 Penalty: 4204.590332
	Iteration 8Q: 3 clusters Score -645903.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -645930.937500 Penalty: 4204.590332
	Iteration 9Q: 3 clusters Score -645930.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -645955.500000 Penalty: 4204.590332
	Iteration 10Q: 3 clusters Score -645955.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -645969.625000 Penalty: 4204.590332
	Iteration 11Q: 3 clusters Score -645969.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -645985.875000 Penalty: 4204.590332
	Iteration 12Q: 3 clusters Score -645985.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -646004.875000 Penalty: 4204.590332
	Iteration 13Q: 3 clusters Score -646004.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -646021.375000 Penalty: 4204.590332
	Iteration 14Q: 3 clusters Score -646021.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -646034.437500 Penalty: 4204.590332
	Iteration 15Q: 3 clusters Score -646034.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -646049.500000 Penalty: 4204.590332
	Iteration 16Q: 3 clusters Score -646049.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -646059.625000 Penalty: 4204.590332
	Iteration 17Q: 3 clusters Score -646059.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -646073.250000 Penalty: 4204.590332
	Iteration 18Q: 3 clusters Score -646073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -646079.375000 Penalty: 4204.590332
	Iteration 19Q: 3 clusters Score -646079.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -646083.000000 Penalty: 4204.590332
	Iteration 20F: 3 clusters Score -646083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -646087.500000 Penalty: 4204.590332
	Iteration 21Q: 3 clusters Score -646087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -646092.937500 Penalty: 4204.590332
	Iteration 22Q: 3 clusters Score -646092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -646097.687500 Penalty: 4204.590332
	Iteration 23Q: 3 clusters Score -646097.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -646103.125000 Penalty: 4204.590332
	Iteration 24Q: 3 clusters Score -646103.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -646109.312500 Penalty: 4204.590332
	Iteration 25Q: 3 clusters Score -646109.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -646116.000000 Penalty: 4204.590332
	Iteration 26Q: 3 clusters Score -646116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -646120.750000 Penalty: 4204.590332
	Iteration 27Q: 3 clusters Score -646120.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -646123.000000 Penalty: 4204.590332
	Iteration 28Q: 3 clusters Score -646123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -646128.562500 Penalty: 4204.590332
	Iteration 29Q: 3 clusters Score -646128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -646131.937500 Penalty: 4204.590332
	Iteration 30Q: 3 clusters Score -646131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -646135.125000 Penalty: 4204.590332
	Iteration 31Q: 3 clusters Score -646135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -646140.687500 Penalty: 4204.590332
	Iteration 32Q: 3 clusters Score -646140.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -646144.250000 Penalty: 4204.590332
	Iteration 33Q: 3 clusters Score -646144.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -646147.875000 Penalty: 4204.590332
	Iteration 34Q: 3 clusters Score -646147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -646153.000000 Penalty: 4204.590332
	Iteration 35Q: 3 clusters Score -646153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -646158.250000 Penalty: 4204.590332
	Iteration 36Q: 3 clusters Score -646158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -646167.625000 Penalty: 4204.590332
	Iteration 37Q: 3 clusters Score -646167.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -646171.625000 Penalty: 4204.590332
	Iteration 38Q: 3 clusters Score -646171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -646174.000000 Penalty: 4204.590332
	Iteration 39Q: 3 clusters Score -646174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -646177.187500 Penalty: 4204.590332
	Iteration 40F: 3 clusters Score -646177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -646179.000000 Penalty: 4204.590332
	Iteration 41Q: 3 clusters Score -646179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -646181.500000 Penalty: 4204.590332
	Iteration 42Q: 3 clusters Score -646181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -646183.062500 Penalty: 4204.590332
	Iteration 43Q: 3 clusters Score -646183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -646186.250000 Penalty: 4204.590332
	Iteration 44Q: 3 clusters Score -646186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -646187.312500 Penalty: 4204.590332
	Iteration 45Q: 3 clusters Score -646187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -646189.062500 Penalty: 4204.590332
	Iteration 46Q: 3 clusters Score -646189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -646189.000000 Penalty: 4204.590332
	Iteration 47Q: 3 clusters Score -646189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -646190.750000 Penalty: 4204.590332
	Iteration 48Q: 3 clusters Score -646190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -646191.562500 Penalty: 4204.590332
	Iteration 49Q: 3 clusters Score -646191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -646196.250000 Penalty: 4204.590332
	Iteration 50Q: 3 clusters Score -646196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -646198.875000 Penalty: 4204.590332
	Iteration 51Q: 3 clusters Score -646198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -646198.875000 Penalty: 4204.590332
	Iteration 52Q: 3 clusters Score -646198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -646199.500000 Penalty: 4204.590332
	Iteration 53Q: 3 clusters Score -646199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -646200.937500 Penalty: 4204.590332
	Iteration 54Q: 3 clusters Score -646200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -646202.375000 Penalty: 4204.590332
	Iteration 55Q: 3 clusters Score -646202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -646205.500000 Penalty: 4204.590332
	Iteration 56Q: 3 clusters Score -646205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -646205.000000 Penalty: 4204.590332
	Iteration 57Q: 3 clusters Score -646205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -646208.812500 Penalty: 4204.590332
	Iteration 58Q: 3 clusters Score -646208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -646210.625000 Penalty: 4204.590332
	Iteration 59Q: 3 clusters Score -646210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -646214.562500 Penalty: 4204.590332
	Iteration 60F: 3 clusters Score -646214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -646217.375000 Penalty: 4204.590332
	Iteration 61Q: 3 clusters Score -646217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -646219.687500 Penalty: 4204.590332
	Iteration 62Q: 3 clusters Score -646219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -646222.875000 Penalty: 4204.590332
	Iteration 63Q: 3 clusters Score -646222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -646224.562500 Penalty: 4204.590332
	Iteration 64Q: 3 clusters Score -646224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -646231.375000 Penalty: 4204.590332
	Iteration 65Q: 3 clusters Score -646231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -646233.812500 Penalty: 4204.590332
	Iteration 66Q: 3 clusters Score -646233.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -646238.375000 Penalty: 4204.590332
	Iteration 67Q: 3 clusters Score -646238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -646242.812500 Penalty: 4204.590332
	Iteration 68Q: 3 clusters Score -646242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -646244.812500 Penalty: 4204.590332
	Iteration 69Q: 3 clusters Score -646244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -646249.437500 Penalty: 4204.590332
	Iteration 70Q: 3 clusters Score -646249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -646253.500000 Penalty: 4204.590332
	Iteration 71Q: 3 clusters Score -646253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -646258.000000 Penalty: 4204.590332
	Iteration 72Q: 3 clusters Score -646258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -646261.375000 Penalty: 4204.590332
	Iteration 73Q: 3 clusters Score -646261.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -646262.875000 Penalty: 4204.590332
	Iteration 74Q: 3 clusters Score -646262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -646265.375000 Penalty: 4204.590332
	Iteration 75Q: 3 clusters Score -646265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -646266.125000 Penalty: 4204.590332
	Iteration 76Q: 3 clusters Score -646266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -646268.562500 Penalty: 4204.590332
	Iteration 77Q: 3 clusters Score -646268.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -646274.250000 Penalty: 4204.590332
	Iteration 78Q: 3 clusters Score -646274.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -646278.625000 Penalty: 4204.590332
	Iteration 79Q: 3 clusters Score -646278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -646284.500000 Penalty: 4204.590332
	Iteration 80F: 3 clusters Score -646284.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -646288.187500 Penalty: 4204.590332
	Iteration 81Q: 3 clusters Score -646288.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -646294.437500 Penalty: 4204.590332
	Iteration 82Q: 3 clusters Score -646294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -646295.875000 Penalty: 4204.590332
	Iteration 83Q: 3 clusters Score -646295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -646298.562500 Penalty: 4204.590332
	Iteration 84Q: 3 clusters Score -646298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -646300.312500 Penalty: 4204.590332
	Iteration 85Q: 3 clusters Score -646300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -646302.500000 Penalty: 4204.590332
	Iteration 86Q: 3 clusters Score -646302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -646305.125000 Penalty: 4204.590332
	Iteration 87Q: 3 clusters Score -646305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -646307.750000 Penalty: 4204.590332
	Iteration 88Q: 3 clusters Score -646307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -646308.562500 Penalty: 4204.590332
	Iteration 89Q: 3 clusters Score -646308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -646311.625000 Penalty: 4204.590332
	Iteration 90Q: 3 clusters Score -646311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -646313.437500 Penalty: 4204.590332
	Iteration 91Q: 3 clusters Score -646313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -646315.500000 Penalty: 4204.590332
	Iteration 92Q: 3 clusters Score -646315.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -646318.437500 Penalty: 4204.590332
	Iteration 93Q: 3 clusters Score -646318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -646318.500000 Penalty: 4204.590332
	Iteration 94Q: 3 clusters Score -646318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -646320.437500 Penalty: 4204.590332
	Iteration 95Q: 3 clusters Score -646320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -646321.562500 Penalty: 4204.590332
	Iteration 96Q: 3 clusters Score -646321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -646323.937500 Penalty: 4204.590332
	Iteration 97Q: 3 clusters Score -646323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -646329.750000 Penalty: 4204.590332
	Iteration 98Q: 3 clusters Score -646329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -646331.187500 Penalty: 4204.590332
	Iteration 99Q: 3 clusters Score -646331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -646334.000000 Penalty: 4204.590332
	Iteration 100F: 3 clusters Score -646334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -646337.062500 Penalty: 4204.590332
	Iteration 101Q: 3 clusters Score -646337.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -646342.625000 Penalty: 4204.590332
	Iteration 102Q: 3 clusters Score -646342.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -646348.125000 Penalty: 4204.590332
	Iteration 103Q: 3 clusters Score -646348.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -646355.625000 Penalty: 4204.590332
	Iteration 104Q: 3 clusters Score -646355.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -646363.000000 Penalty: 4204.590332
	Iteration 105Q: 3 clusters Score -646363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -646368.437500 Penalty: 4204.590332
	Iteration 106Q: 3 clusters Score -646368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -646372.500000 Penalty: 4204.590332
	Iteration 107Q: 3 clusters Score -646372.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -646378.937500 Penalty: 4204.590332
	Iteration 108Q: 3 clusters Score -646378.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -646386.625000 Penalty: 4204.590332
	Iteration 109Q: 3 clusters Score -646386.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -646389.687500 Penalty: 4204.590332
	Iteration 110Q: 3 clusters Score -646389.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -646398.000000 Penalty: 4204.590332
	Iteration 111Q: 3 clusters Score -646398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -646408.687500 Penalty: 4204.590332
	Iteration 112Q: 3 clusters Score -646408.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -646417.875000 Penalty: 4204.590332
	Iteration 113Q: 3 clusters Score -646417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -646426.250000 Penalty: 4204.590332
	Iteration 114Q: 3 clusters Score -646426.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -646439.312500 Penalty: 4204.590332
	Iteration 115Q: 3 clusters Score -646439.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -646454.875000 Penalty: 4204.590332
	Iteration 116Q: 3 clusters Score -646454.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -646469.687500 Penalty: 4204.590332
	Iteration 117Q: 3 clusters Score -646469.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -646490.625000 Penalty: 4204.590332
	Iteration 118Q: 3 clusters Score -646490.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -646510.250000 Penalty: 4204.590332
	Iteration 119Q: 3 clusters Score -646510.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -646526.875000 Penalty: 4204.590332
	Iteration 120F: 3 clusters Score -646526.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -646546.250000 Penalty: 4204.590332
	Iteration 121Q: 3 clusters Score -646546.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -646565.875000 Penalty: 4204.590332
	Iteration 122Q: 3 clusters Score -646565.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -646582.625000 Penalty: 4204.590332
	Iteration 123Q: 3 clusters Score -646582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -646593.500000 Penalty: 4204.590332
	Iteration 124Q: 3 clusters Score -646593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -646603.375000 Penalty: 4204.590332
	Iteration 125Q: 3 clusters Score -646603.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -646615.250000 Penalty: 4204.590332
	Iteration 126Q: 3 clusters Score -646615.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -646627.937500 Penalty: 4204.590332
	Iteration 127Q: 3 clusters Score -646627.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -646643.125000 Penalty: 4204.590332
	Iteration 128Q: 3 clusters Score -646643.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -646661.625000 Penalty: 4204.590332
	Iteration 129Q: 3 clusters Score -646661.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -646677.812500 Penalty: 4204.590332
	Iteration 130Q: 3 clusters Score -646677.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -646696.062500 Penalty: 4204.590332
	Iteration 131Q: 3 clusters Score -646696.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -646722.750000 Penalty: 4204.590332
	Iteration 132Q: 3 clusters Score -646722.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -646750.500000 Penalty: 4204.590332
	Iteration 133Q: 3 clusters Score -646750.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -646772.750000 Penalty: 4204.590332
	Iteration 134Q: 3 clusters Score -646772.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -646795.562500 Penalty: 4204.590332
	Iteration 135Q: 3 clusters Score -646795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -646822.125000 Penalty: 4204.590332
	Iteration 136Q: 3 clusters Score -646822.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -646840.375000 Penalty: 4204.590332
	Iteration 137Q: 3 clusters Score -646840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -646858.062500 Penalty: 4204.590332
	Iteration 138Q: 3 clusters Score -646858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -646876.125000 Penalty: 4204.590332
	Iteration 139Q: 3 clusters Score -646876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -646889.062500 Penalty: 4204.590332
	Iteration 140F: 3 clusters Score -646889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -646895.000000 Penalty: 4204.590332
	Iteration 141Q: 3 clusters Score -646895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -646902.062500 Penalty: 4204.590332
	Iteration 142Q: 3 clusters Score -646902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -646905.000000 Penalty: 4204.590332
	Iteration 143Q: 3 clusters Score -646905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -646908.187500 Penalty: 4204.590332
	Iteration 144Q: 3 clusters Score -646908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -646913.125000 Penalty: 4204.590332
	Iteration 145Q: 3 clusters Score -646913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -646917.625000 Penalty: 4204.590332
	Iteration 146Q: 3 clusters Score -646917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -646919.812500 Penalty: 4204.590332
	Iteration 147Q: 3 clusters Score -646919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -646921.187500 Penalty: 4204.590332
	Iteration 148Q: 3 clusters Score -646921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -646921.187500 Penalty: 4204.590332
	Iteration 149F: 3 clusters Score -646921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Entering Unmasked Estep 
Score: -1794738.125000 Penalty: 2353.542725
	Iteration 0F: 2 clusters Score -1794738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1784954.750000 Penalty: 4707.085449
	Iteration 0F: 3 clusters Score -1784955 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1787952.750000 Penalty: 4707.085449
	Iteration 1F: 3 clusters Score -1787953 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1788241.000000 Penalty: 4707.085449
	Iteration 2F: 3 clusters Score -1788241 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1788528.750000 Penalty: 4707.085449
	Iteration 3Q: 3 clusters Score -1788529 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1788778.875000 Penalty: 4707.085449
	Iteration 4Q: 3 clusters Score -1788779 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1789063.750000 Penalty: 4707.085449
	Iteration 5Q: 3 clusters Score -1789064 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1789389.375000 Penalty: 4707.085449
	Iteration 6Q: 3 clusters Score -1789389 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1789728.625000 Penalty: 4707.085449
	Iteration 7Q: 3 clusters Score -1789729 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1790047.500000 Penalty: 4707.085449
	Iteration 8Q: 3 clusters Score -1790048 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1790331.875000 Penalty: 4707.085449
	Iteration 9Q: 3 clusters Score -1790332 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1790601.000000 Penalty: 4707.085449
	Iteration 10Q: 3 clusters Score -1790601 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1790859.250000 Penalty: 4707.085449
	Iteration 11Q: 3 clusters Score -1790859 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1791101.625000 Penalty: 4707.085449
	Iteration 12Q: 3 clusters Score -1791102 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1791342.875000 Penalty: 4707.085449
	Iteration 13Q: 3 clusters Score -1791343 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1791577.625000 Penalty: 4707.085449
	Iteration 14Q: 3 clusters Score -1791578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1791831.125000 Penalty: 4707.085449
	Iteration 15Q: 3 clusters Score -1791831 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1792087.250000 Penalty: 4707.085449
	Iteration 16Q: 3 clusters Score -1792087 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1792323.375000 Penalty: 4707.085449
	Iteration 17Q: 3 clusters Score -1792323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1792526.750000 Penalty: 4707.085449
	Iteration 18Q: 3 clusters Score -1792527 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1792677.250000 Penalty: 4707.085449
	Iteration 19Q: 3 clusters Score -1792677 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1792781.125000 Penalty: 4707.085449
	Iteration 20F: 3 clusters Score -1792781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1792873.000000 Penalty: 4707.085449
	Iteration 21Q: 3 clusters Score -1792873 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1792942.250000 Penalty: 4707.085449
	Iteration 22Q: 3 clusters Score -1792942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1792985.250000 Penalty: 4707.085449
	Iteration 23Q: 3 clusters Score -1792985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1793027.250000 Penalty: 4707.085449
	Iteration 24Q: 3 clusters Score -1793027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1793054.125000 Penalty: 4707.085449
	Iteration 25Q: 3 clusters Score -1793054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1793077.375000 Penalty: 4707.085449
	Iteration 26Q: 3 clusters Score -1793077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1793082.625000 Penalty: 4707.085449
	Iteration 27Q: 3 clusters Score -1793083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1793095.875000 Penalty: 4707.085449
	Iteration 28Q: 3 clusters Score -1793096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1793107.000000 Penalty: 4707.085449
	Iteration 29Q: 3 clusters Score -1793107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1793109.125000 Penalty: 4707.085449
	Iteration 30Q: 3 clusters Score -1793109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1793113.125000 Penalty: 4707.085449
	Iteration 31Q: 3 clusters Score -1793113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1793111.875000 Penalty: 4707.085449
	Iteration 32Q: 3 clusters Score -1793112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1793113.250000 Penalty: 4707.085449
	Iteration 33Q: 3 clusters Score -1793113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1793114.375000 Penalty: 4707.085449
	Iteration 34Q: 3 clusters Score -1793114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1793112.250000 Penalty: 4707.085449
	Iteration 35Q: 3 clusters Score -1793112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1793113.375000 Penalty: 4707.085449
	Iteration 36Q: 3 clusters Score -1793113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1793111.875000 Penalty: 4707.085449
	Iteration 37Q: 3 clusters Score -1793112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1793111.875000 Penalty: 4707.085449
	Iteration 38F: 3 clusters Score -1793112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Entering Unmasked Estep 
Score: -1614172.250000 Penalty: 2357.964844
	Iteration 0F: 2 clusters Score -1614172 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 6877 members 
Entering Unmasked Estep 
Score: -1604279.375000 Penalty: 4715.929688
	Iteration 0F: 3 clusters Score -1604279 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1607939.875000 Penalty: 4715.929688
	Iteration 1F: 3 clusters Score -1607940 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1608730.750000 Penalty: 4715.929688
	Iteration 2F: 3 clusters Score -1608731 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1609392.625000 Penalty: 4715.929688
	Iteration 3F: 3 clusters Score -1609393 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1609945.625000 Penalty: 4715.929688
	Iteration 4F: 3 clusters Score -1609946 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1610509.000000 Penalty: 4715.929688
	Iteration 5F: 3 clusters Score -1610509 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1611232.250000 Penalty: 4715.929688
	Iteration 6F: 3 clusters Score -1611232 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1612003.875000 Penalty: 4715.929688
	Iteration 7F: 3 clusters Score -1612004 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1612636.500000 Penalty: 4715.929688
	Iteration 8Q: 3 clusters Score -1612636 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1613050.625000 Penalty: 4715.929688
	Iteration 9Q: 3 clusters Score -1613051 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1613293.125000 Penalty: 4715.929688
	Iteration 10Q: 3 clusters Score -1613293 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1613450.750000 Penalty: 4715.929688
	Iteration 11Q: 3 clusters Score -1613451 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1613568.500000 Penalty: 4715.929688
	Iteration 12Q: 3 clusters Score -1613568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1613649.125000 Penalty: 4715.929688
	Iteration 13Q: 3 clusters Score -1613649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1613708.500000 Penalty: 4715.929688
	Iteration 14Q: 3 clusters Score -1613708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1613771.375000 Penalty: 4715.929688
	Iteration 15Q: 3 clusters Score -1613771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1613817.750000 Penalty: 4715.929688
	Iteration 16Q: 3 clusters Score -1613818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1613859.375000 Penalty: 4715.929688
	Iteration 17Q: 3 clusters Score -1613859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1613894.250000 Penalty: 4715.929688
	Iteration 18Q: 3 clusters Score -1613894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1613927.250000 Penalty: 4715.929688
	Iteration 19Q: 3 clusters Score -1613927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1613955.250000 Penalty: 4715.929688
	Iteration 20F: 3 clusters Score -1613955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1613994.500000 Penalty: 4715.929688
	Iteration 21Q: 3 clusters Score -1613994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1614035.375000 Penalty: 4715.929688
	Iteration 22Q: 3 clusters Score -1614035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1614098.500000 Penalty: 4715.929688
	Iteration 23Q: 3 clusters Score -1614098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1614199.125000 Penalty: 4715.929688
	Iteration 24Q: 3 clusters Score -1614199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1614281.125000 Penalty: 4715.929688
	Iteration 25Q: 3 clusters Score -1614281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1614334.000000 Penalty: 4715.929688
	Iteration 26Q: 3 clusters Score -1614334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1614360.625000 Penalty: 4715.929688
	Iteration 27Q: 3 clusters Score -1614361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1614378.750000 Penalty: 4715.929688
	Iteration 28Q: 3 clusters Score -1614379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1614400.000000 Penalty: 4715.929688
	Iteration 29Q: 3 clusters Score -1614400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1614421.625000 Penalty: 4715.929688
	Iteration 30Q: 3 clusters Score -1614422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1614439.125000 Penalty: 4715.929688
	Iteration 31Q: 3 clusters Score -1614439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1614451.625000 Penalty: 4715.929688
	Iteration 32Q: 3 clusters Score -1614452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1614463.875000 Penalty: 4715.929688
	Iteration 33Q: 3 clusters Score -1614464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1614471.750000 Penalty: 4715.929688
	Iteration 34Q: 3 clusters Score -1614472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1614484.500000 Penalty: 4715.929688
	Iteration 35Q: 3 clusters Score -1614484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1614490.750000 Penalty: 4715.929688
	Iteration 36Q: 3 clusters Score -1614491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1614494.375000 Penalty: 4715.929688
	Iteration 37Q: 3 clusters Score -1614494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1614503.750000 Penalty: 4715.929688
	Iteration 38Q: 3 clusters Score -1614504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1614509.375000 Penalty: 4715.929688
	Iteration 39Q: 3 clusters Score -1614509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1614517.375000 Penalty: 4715.929688
	Iteration 40F: 3 clusters Score -1614517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1614518.750000 Penalty: 4715.929688
	Iteration 41Q: 3 clusters Score -1614519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1614521.500000 Penalty: 4715.929688
	Iteration 42Q: 3 clusters Score -1614522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1614522.500000 Penalty: 4715.929688
	Iteration 43Q: 3 clusters Score -1614522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1614530.625000 Penalty: 4715.929688
	Iteration 44Q: 3 clusters Score -1614531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1614533.625000 Penalty: 4715.929688
	Iteration 45Q: 3 clusters Score -1614534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1614543.500000 Penalty: 4715.929688
	Iteration 46Q: 3 clusters Score -1614544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1614550.000000 Penalty: 4715.929688
	Iteration 47Q: 3 clusters Score -1614550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1614562.125000 Penalty: 4715.929688
	Iteration 48Q: 3 clusters Score -1614562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1614570.375000 Penalty: 4715.929688
	Iteration 49Q: 3 clusters Score -1614570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1614578.500000 Penalty: 4715.929688
	Iteration 50Q: 3 clusters Score -1614578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1614590.625000 Penalty: 4715.929688
	Iteration 51Q: 3 clusters Score -1614591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1614620.000000 Penalty: 4715.929688
	Iteration 52Q: 3 clusters Score -1614620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1614683.875000 Penalty: 4715.929688
	Iteration 53Q: 3 clusters Score -1614684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1614761.750000 Penalty: 4715.929688
	Iteration 54Q: 3 clusters Score -1614762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1614850.625000 Penalty: 4715.929688
	Iteration 55Q: 3 clusters Score -1614851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1614921.250000 Penalty: 4715.929688
	Iteration 56Q: 3 clusters Score -1614921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1614954.625000 Penalty: 4715.929688
	Iteration 57Q: 3 clusters Score -1614955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1614970.750000 Penalty: 4715.929688
	Iteration 58Q: 3 clusters Score -1614971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1614989.625000 Penalty: 4715.929688
	Iteration 59Q: 3 clusters Score -1614990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1615006.625000 Penalty: 4715.929688
	Iteration 60F: 3 clusters Score -1615007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1615016.875000 Penalty: 4715.929688
	Iteration 61Q: 3 clusters Score -1615017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1615018.750000 Penalty: 4715.929688
	Iteration 62Q: 3 clusters Score -1615019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1615022.500000 Penalty: 4715.929688
	Iteration 63Q: 3 clusters Score -1615022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1615024.125000 Penalty: 4715.929688
	Iteration 64Q: 3 clusters Score -1615024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1615022.875000 Penalty: 4715.929688
	Iteration 65Q: 3 clusters Score -1615023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1615032.125000 Penalty: 4715.929688
	Iteration 66Q: 3 clusters Score -1615032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1615031.500000 Penalty: 4715.929688
	Iteration 67Q: 3 clusters Score -1615032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1615036.000000 Penalty: 4715.929688
	Iteration 68Q: 3 clusters Score -1615036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1615038.250000 Penalty: 4715.929688
	Iteration 69Q: 3 clusters Score -1615038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1615040.500000 Penalty: 4715.929688
	Iteration 70Q: 3 clusters Score -1615040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1615047.500000 Penalty: 4715.929688
	Iteration 71Q: 3 clusters Score -1615048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1615053.250000 Penalty: 4715.929688
	Iteration 72Q: 3 clusters Score -1615053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1615053.000000 Penalty: 4715.929688
	Iteration 73Q: 3 clusters Score -1615053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1615054.125000 Penalty: 4715.929688
	Iteration 74Q: 3 clusters Score -1615054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1615057.250000 Penalty: 4715.929688
	Iteration 75Q: 3 clusters Score -1615057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1615056.750000 Penalty: 4715.929688
	Iteration 76Q: 3 clusters Score -1615057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1615056.750000 Penalty: 4715.929688
	Iteration 77F: 3 clusters Score -1615057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126076 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134621 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 222918 members 
Mstep: Class 12 contains 20228 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48931 members 
Mstep: Class 17 contains 145457 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47164 members 
Mstep: Class 29 contains 120270 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235702 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Mstep: Class 36 contains 11301 members 
Entering Unmasked Estep 
Score: -181097024.000000 Penalty: 126379.453125
Splitting cluster 10 changes total score from -181097520.000000 to -181097024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (222918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222918 members 
Entering Unmasked Estep 
Score: -29849728.000000 Penalty: 3054.010742
	Iteration 0F: 2 clusters Score -2.984973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -29730136.000000 Penalty: 6108.021484
	Iteration 0F: 3 clusters Score -2.973014e+07 nChanged 107619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -29793620.000000 Penalty: 6108.021484
	Iteration 1F: 3 clusters Score -2.979362e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -29795084.000000 Penalty: 6108.021484
	Iteration 2Q: 3 clusters Score -2.979508e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -29797334.000000 Penalty: 6108.021484
	Iteration 3Q: 3 clusters Score -2.979733e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134790 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -29800908.000000 Penalty: 6108.021484
	Iteration 4Q: 3 clusters Score -2.980091e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142119 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -29806220.000000 Penalty: 6108.021484
	Iteration 5F: 3 clusters Score -2.980622e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -29814392.000000 Penalty: 6108.021484
	Iteration 6F: 3 clusters Score -2.981439e+07 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -29824146.000000 Penalty: 6108.021484
	Iteration 7F: 3 clusters Score -2.982415e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -29831836.000000 Penalty: 6108.021484
	Iteration 8F: 3 clusters Score -2.983184e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -29835572.000000 Penalty: 6108.021484
	Iteration 9Q: 3 clusters Score -2.983557e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -29836684.000000 Penalty: 6108.021484
	Iteration 10Q: 3 clusters Score -2.983668e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -29837324.000000 Penalty: 6108.021484
	Iteration 11Q: 3 clusters Score -2.983732e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140798 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -29837456.000000 Penalty: 6108.021484
	Iteration 12Q: 3 clusters Score -2.983746e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -29837852.000000 Penalty: 6108.021484
	Iteration 13Q: 3 clusters Score -2.983785e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -29838364.000000 Penalty: 6108.021484
	Iteration 14Q: 3 clusters Score -2.983836e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131977 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -29838650.000000 Penalty: 6108.021484
	Iteration 15Q: 3 clusters Score -2.983865e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -29839068.000000 Penalty: 6108.021484
	Iteration 16Q: 3 clusters Score -2.983907e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -29839524.000000 Penalty: 6108.021484
	Iteration 17Q: 3 clusters Score -2.983952e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -29839740.000000 Penalty: 6108.021484
	Iteration 18Q: 3 clusters Score -2.983974e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -29840162.000000 Penalty: 6108.021484
	Iteration 19Q: 3 clusters Score -2.984016e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -29840488.000000 Penalty: 6108.021484
	Iteration 20F: 3 clusters Score -2.984049e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -29840796.000000 Penalty: 6108.021484
	Iteration 21Q: 3 clusters Score -2.98408e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -29841060.000000 Penalty: 6108.021484
	Iteration 22Q: 3 clusters Score -2.984106e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -29841612.000000 Penalty: 6108.021484
	Iteration 23Q: 3 clusters Score -2.984161e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -29842134.000000 Penalty: 6108.021484
	Iteration 24Q: 3 clusters Score -2.984213e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -29842734.000000 Penalty: 6108.021484
	Iteration 25Q: 3 clusters Score -2.984273e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -29843422.000000 Penalty: 6108.021484
	Iteration 26Q: 3 clusters Score -2.984342e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -29844122.000000 Penalty: 6108.021484
	Iteration 27Q: 3 clusters Score -2.984412e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -29845066.000000 Penalty: 6108.021484
	Iteration 28Q: 3 clusters Score -2.984507e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -29846460.000000 Penalty: 6108.021484
	Iteration 29Q: 3 clusters Score -2.984646e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -29847846.000000 Penalty: 6108.021484
	Iteration 30Q: 3 clusters Score -2.984785e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -29849350.000000 Penalty: 6108.021484
	Iteration 31Q: 3 clusters Score -2.984935e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -29849880.000000 Penalty: 6108.021484
	Iteration 32Q: 3 clusters Score -2.984988e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -29848964.000000 Penalty: 6108.021484
	Iteration 33Q: 3 clusters Score -2.984896e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 188164 members 
Entering Unmasked Estep 
Score: -29847558.000000 Penalty: 6108.021484
	Iteration 34Q: 3 clusters Score -2.984756e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -29846126.000000 Penalty: 6108.021484
	Iteration 35Q: 3 clusters Score -2.984613e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 196450 members 
Entering Unmasked Estep 
Score: -29845370.000000 Penalty: 6108.021484
	Iteration 36Q: 3 clusters Score -2.984537e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 199291 members 
Entering Unmasked Estep 
Score: -29844382.000000 Penalty: 6108.021484
	Iteration 37Q: 3 clusters Score -2.984438e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 201552 members 
Entering Unmasked Estep 
Score: -29843812.000000 Penalty: 6108.021484
	Iteration 38Q: 3 clusters Score -2.984381e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 203429 members 
Entering Unmasked Estep 
Score: -29843492.000000 Penalty: 6108.021484
	Iteration 39Q: 3 clusters Score -2.984349e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
Score: -29848662.000000 Penalty: 6108.021484
	Iteration 40F: 3 clusters Score -2.984866e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -29848952.000000 Penalty: 6108.021484
	Iteration 41Q: 3 clusters Score -2.984895e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -29848668.000000 Penalty: 6108.021484
	Iteration 42Q: 3 clusters Score -2.984867e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -29848624.000000 Penalty: 6108.021484
	Iteration 43Q: 3 clusters Score -2.984862e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -29848462.000000 Penalty: 6108.021484
	Iteration 44Q: 3 clusters Score -2.984846e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 218717 members 
Entering Unmasked Estep 
Score: -29848246.000000 Penalty: 6108.021484
	Iteration 45Q: 3 clusters Score -2.984825e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 219334 members 
Entering Unmasked Estep 
Score: -29848312.000000 Penalty: 6108.021484
	Iteration 46Q: 3 clusters Score -2.984831e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 219781 members 
Entering Unmasked Estep 
Score: -29848212.000000 Penalty: 6108.021484
	Iteration 47Q: 3 clusters Score -2.984821e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 220123 members 
Entering Unmasked Estep 
Score: -29848124.000000 Penalty: 6108.021484
	Iteration 48Q: 3 clusters Score -2.984812e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 220384 members 
Entering Unmasked Estep 
Score: -29848116.000000 Penalty: 6108.021484
	Iteration 49Q: 3 clusters Score -2.984812e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 220566 members 
Entering Unmasked Estep 
Score: -29848052.000000 Penalty: 6108.021484
	Iteration 50Q: 3 clusters Score -2.984805e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 220711 members 
Entering Unmasked Estep 
Score: -29848034.000000 Penalty: 6108.021484
	Iteration 51Q: 3 clusters Score -2.984803e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 220830 members 
Entering Unmasked Estep 
Score: -29848036.000000 Penalty: 6108.021484
	Iteration 52Q: 3 clusters Score -2.984804e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 220931 members 
Entering Unmasked Estep 
Score: -29848000.000000 Penalty: 6108.021484
	Iteration 53Q: 3 clusters Score -2.9848e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 221012 members 
Entering Unmasked Estep 
Score: -29847946.000000 Penalty: 6108.021484
	Iteration 54Q: 3 clusters Score -2.984795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 221080 members 
Entering Unmasked Estep 
Score: -29847908.000000 Penalty: 6108.021484
	Iteration 55Q: 3 clusters Score -2.984791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 221124 members 
Entering Unmasked Estep 
Score: -29847902.000000 Penalty: 6108.021484
	Iteration 56Q: 3 clusters Score -2.98479e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 221164 members 
Entering Unmasked Estep 
Score: -29847894.000000 Penalty: 6108.021484
	Iteration 57Q: 3 clusters Score -2.984789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 221203 members 
Entering Unmasked Estep 
Score: -29847854.000000 Penalty: 6108.021484
	Iteration 58Q: 3 clusters Score -2.984785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 221233 members 
Entering Unmasked Estep 
Score: -29847872.000000 Penalty: 6108.021484
	Iteration 59Q: 3 clusters Score -2.984787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 221270 members 
Entering Unmasked Estep 
Score: -29847828.000000 Penalty: 6108.021484
	Iteration 60F: 3 clusters Score -2.984783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 221309 members 
Entering Unmasked Estep 
Score: -29847828.000000 Penalty: 6108.021484
	Iteration 61Q: 3 clusters Score -2.984783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -29847842.000000 Penalty: 6108.021484
	Iteration 62Q: 3 clusters Score -2.984784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 221379 members 
Entering Unmasked Estep 
Score: -29847802.000000 Penalty: 6108.021484
	Iteration 63Q: 3 clusters Score -2.98478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 221417 members 
Entering Unmasked Estep 
Score: -29847764.000000 Penalty: 6108.021484
	Iteration 64Q: 3 clusters Score -2.984776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 221436 members 
Entering Unmasked Estep 
Score: -29847754.000000 Penalty: 6108.021484
	Iteration 65Q: 3 clusters Score -2.984775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 221452 members 
Entering Unmasked Estep 
Score: -29847754.000000 Penalty: 6108.021484
	Iteration 66Q: 3 clusters Score -2.984775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 221471 members 
Entering Unmasked Estep 
Score: -29847758.000000 Penalty: 6108.021484
	Iteration 67Q: 3 clusters Score -2.984776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 221490 members 
Entering Unmasked Estep 
Score: -29847766.000000 Penalty: 6108.021484
	Iteration 68Q: 3 clusters Score -2.984777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 221509 members 
Entering Unmasked Estep 
Score: -29847746.000000 Penalty: 6108.021484
	Iteration 69Q: 3 clusters Score -2.984775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 221522 members 
Entering Unmasked Estep 
Score: -29847742.000000 Penalty: 6108.021484
	Iteration 70Q: 3 clusters Score -2.984774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 221541 members 
Entering Unmasked Estep 
Score: -29847768.000000 Penalty: 6108.021484
	Iteration 71Q: 3 clusters Score -2.984777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 221554 members 
Entering Unmasked Estep 
Score: -29847792.000000 Penalty: 6108.021484
	Iteration 72Q: 3 clusters Score -2.984779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 221573 members 
Entering Unmasked Estep 
Score: -29847788.000000 Penalty: 6108.021484
	Iteration 73Q: 3 clusters Score -2.984779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 221583 members 
Entering Unmasked Estep 
Score: -29847794.000000 Penalty: 6108.021484
	Iteration 74Q: 3 clusters Score -2.984779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 221594 members 
Entering Unmasked Estep 
Score: -29847788.000000 Penalty: 6108.021484
	Iteration 75Q: 3 clusters Score -2.984779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 221607 members 
Entering Unmasked Estep 
Score: -29847754.000000 Penalty: 6108.021484
	Iteration 76Q: 3 clusters Score -2.984775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 221615 members 
Entering Unmasked Estep 
Score: -29847780.000000 Penalty: 6108.021484
	Iteration 77Q: 3 clusters Score -2.984778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 221622 members 
Entering Unmasked Estep 
Score: -29847756.000000 Penalty: 6108.021484
	Iteration 78Q: 3 clusters Score -2.984776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 221627 members 
Entering Unmasked Estep 
Score: -29847762.000000 Penalty: 6108.021484
	Iteration 79Q: 3 clusters Score -2.984776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 221631 members 
Entering Unmasked Estep 
Score: -29847758.000000 Penalty: 6108.021484
	Iteration 80F: 3 clusters Score -2.984776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 221636 members 
Entering Unmasked Estep 
Score: -29847748.000000 Penalty: 6108.021484
	Iteration 81Q: 3 clusters Score -2.984775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 221644 members 
Entering Unmasked Estep 
Score: -29847766.000000 Penalty: 6108.021484
	Iteration 82Q: 3 clusters Score -2.984777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 221648 members 
Entering Unmasked Estep 
Score: -29847758.000000 Penalty: 6108.021484
	Iteration 83Q: 3 clusters Score -2.984776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -29847742.000000 Penalty: 6108.021484
	Iteration 84Q: 3 clusters Score -2.984774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 221657 members 
Entering Unmasked Estep 
Score: -29847748.000000 Penalty: 6108.021484
	Iteration 85Q: 3 clusters Score -2.984775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 221659 members 
Entering Unmasked Estep 
Score: -29847760.000000 Penalty: 6108.021484
	Iteration 86Q: 3 clusters Score -2.984776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 221663 members 
Entering Unmasked Estep 
Score: -29847782.000000 Penalty: 6108.021484
	Iteration 87Q: 3 clusters Score -2.984778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 221665 members 
Entering Unmasked Estep 
Score: -29847772.000000 Penalty: 6108.021484
	Iteration 88Q: 3 clusters Score -2.984777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -29847772.000000 Penalty: 6108.021484
	Iteration 89Q: 3 clusters Score -2.984777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 221672 members 
Entering Unmasked Estep 
Score: -29847760.000000 Penalty: 6108.021484
	Iteration 90Q: 3 clusters Score -2.984776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -29847740.000000 Penalty: 6108.021484
	Iteration 91Q: 3 clusters Score -2.984774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 221678 members 
Entering Unmasked Estep 
Score: -29847758.000000 Penalty: 6108.021484
	Iteration 92Q: 3 clusters Score -2.984776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 221680 members 
Entering Unmasked Estep 
Score: -29847766.000000 Penalty: 6108.021484
	Iteration 93Q: 3 clusters Score -2.984777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 221682 members 
Entering Unmasked Estep 
Score: -29847772.000000 Penalty: 6108.021484
	Iteration 94Q: 3 clusters Score -2.984777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 221685 members 
Entering Unmasked Estep 
Score: -29847778.000000 Penalty: 6108.021484
	Iteration 95Q: 3 clusters Score -2.984778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -29847758.000000 Penalty: 6108.021484
	Iteration 96Q: 3 clusters Score -2.984776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 221695 members 
Entering Unmasked Estep 
Score: -29847748.000000 Penalty: 6108.021484
	Iteration 97Q: 3 clusters Score -2.984775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 221697 members 
Entering Unmasked Estep 
Score: -29847746.000000 Penalty: 6108.021484
	Iteration 98Q: 3 clusters Score -2.984775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -29847760.000000 Penalty: 6108.021484
	Iteration 99Q: 3 clusters Score -2.984776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 221705 members 
Entering Unmasked Estep 
Score: -29847780.000000 Penalty: 6108.021484
	Iteration 100F: 3 clusters Score -2.984778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Entering Unmasked Estep 
Score: -2735115.000000 Penalty: 2458.876221
	Iteration 0F: 2 clusters Score -2735115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2721004.750000 Penalty: 4917.752441
	Iteration 0F: 3 clusters Score -2721005 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2725610.000000 Penalty: 4917.752441
	Iteration 1F: 3 clusters Score -2725610 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2725927.250000 Penalty: 4917.752441
	Iteration 2Q: 3 clusters Score -2725927 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2726169.750000 Penalty: 4917.752441
	Iteration 3Q: 3 clusters Score -2726170 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2726384.750000 Penalty: 4917.752441
	Iteration 4Q: 3 clusters Score -2726385 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2726568.750000 Penalty: 4917.752441
	Iteration 5Q: 3 clusters Score -2726569 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2726776.500000 Penalty: 4917.752441
	Iteration 6Q: 3 clusters Score -2726776 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2727024.000000 Penalty: 4917.752441
	Iteration 7Q: 3 clusters Score -2727024 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2727339.750000 Penalty: 4917.752441
	Iteration 8Q: 3 clusters Score -2727340 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2727744.000000 Penalty: 4917.752441
	Iteration 9Q: 3 clusters Score -2727744 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2728267.000000 Penalty: 4917.752441
	Iteration 10Q: 3 clusters Score -2728267 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2728909.500000 Penalty: 4917.752441
	Iteration 11Q: 3 clusters Score -2728910 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2729531.750000 Penalty: 4917.752441
	Iteration 12Q: 3 clusters Score -2729532 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2730130.250000 Penalty: 4917.752441
	Iteration 13Q: 3 clusters Score -2730130 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2730695.000000 Penalty: 4917.752441
	Iteration 14Q: 3 clusters Score -2730695 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2731159.250000 Penalty: 4917.752441
	Iteration 15Q: 3 clusters Score -2731159 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2731590.000000 Penalty: 4917.752441
	Iteration 16Q: 3 clusters Score -2731590 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2731917.500000 Penalty: 4917.752441
	Iteration 17Q: 3 clusters Score -2731918 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2732155.750000 Penalty: 4917.752441
	Iteration 18Q: 3 clusters Score -2732156 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2732349.500000 Penalty: 4917.752441
	Iteration 19Q: 3 clusters Score -2732350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2732487.750000 Penalty: 4917.752441
	Iteration 20F: 3 clusters Score -2732488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2732602.250000 Penalty: 4917.752441
	Iteration 21Q: 3 clusters Score -2732602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2732711.000000 Penalty: 4917.752441
	Iteration 22Q: 3 clusters Score -2732711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2732774.250000 Penalty: 4917.752441
	Iteration 23Q: 3 clusters Score -2732774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2732821.750000 Penalty: 4917.752441
	Iteration 24Q: 3 clusters Score -2732822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2732862.250000 Penalty: 4917.752441
	Iteration 25Q: 3 clusters Score -2732862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2732898.500000 Penalty: 4917.752441
	Iteration 26Q: 3 clusters Score -2732898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2732920.000000 Penalty: 4917.752441
	Iteration 27Q: 3 clusters Score -2732920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2732930.250000 Penalty: 4917.752441
	Iteration 28Q: 3 clusters Score -2732930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2732951.000000 Penalty: 4917.752441
	Iteration 29Q: 3 clusters Score -2732951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2732959.250000 Penalty: 4917.752441
	Iteration 30Q: 3 clusters Score -2732959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2732974.750000 Penalty: 4917.752441
	Iteration 31Q: 3 clusters Score -2732975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2732980.250000 Penalty: 4917.752441
	Iteration 32Q: 3 clusters Score -2732980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2732989.250000 Penalty: 4917.752441
	Iteration 33Q: 3 clusters Score -2732989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2732990.000000 Penalty: 4917.752441
	Iteration 34Q: 3 clusters Score -2732990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2732999.500000 Penalty: 4917.752441
	Iteration 35Q: 3 clusters Score -2733000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2732999.000000 Penalty: 4917.752441
	Iteration 36Q: 3 clusters Score -2732999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2733001.000000 Penalty: 4917.752441
	Iteration 37Q: 3 clusters Score -2733001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2733009.500000 Penalty: 4917.752441
	Iteration 38Q: 3 clusters Score -2733010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2733009.750000 Penalty: 4917.752441
	Iteration 39Q: 3 clusters Score -2733010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2733012.750000 Penalty: 4917.752441
	Iteration 40F: 3 clusters Score -2733013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2733012.250000 Penalty: 4917.752441
	Iteration 41Q: 3 clusters Score -2733012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2733012.250000 Penalty: 4917.752441
	Iteration 42F: 3 clusters Score -2733012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Entering Unmasked Estep 
Score: -2758830.000000 Penalty: 2484.635010
	Iteration 0F: 2 clusters Score -2758830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2743163.500000 Penalty: 4969.270020
	Iteration 0F: 3 clusters Score -2743164 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2748543.250000 Penalty: 4969.270020
	Iteration 1F: 3 clusters Score -2748543 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2749304.750000 Penalty: 4969.270020
	Iteration 2F: 3 clusters Score -2749305 nChanged 1401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2750036 nChanged 1313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2750749 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2751496 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2752196 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2752866 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2753408 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2753806 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2754094 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2754290 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2754439 nChanged 365
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2754523.000000 Penalty: 4969.270020
	Iteration 13Q: 3 clusters Score -2754523 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2754572 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2754597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2754620 nChanged 120
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Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2754641 nChanged 104
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Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2754651 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2754668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2754695.500000 Penalty: 4969.270020
	Iteration 20F: 3 clusters Score -2754696 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2754712.750000 Penalty: 4969.270020
	Iteration 21Q: 3 clusters Score -2754713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2754727.500000 Penalty: 4969.270020
	Iteration 22Q: 3 clusters Score -2754728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2754735.750000 Penalty: 4969.270020
	Iteration 23Q: 3 clusters Score -2754736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2754762.250000 Penalty: 4969.270020
	Iteration 24Q: 3 clusters Score -2754762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2754771.500000 Penalty: 4969.270020
	Iteration 25Q: 3 clusters Score -2754772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2754768 nChanged 65
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Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2754775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2754778 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2754788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2754794 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2754801 nChanged 41
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Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2754799 nChanged 39
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Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2754815.000000 Penalty: 4969.270020
	Iteration 33Q: 3 clusters Score -2754815 nChanged 40
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Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2754814.250000 Penalty: 4969.270020
	Iteration 34Q: 3 clusters Score -2754814 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2754835 nChanged 46
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Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2754833 nChanged 58
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Mstep: Class 1 contains 9875 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2754841 nChanged 68
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Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2754849 nChanged 64
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Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2754854 nChanged 64
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Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2754858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2754861.250000 Penalty: 4969.270020
	Iteration 41Q: 3 clusters Score -2754861 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2754874 nChanged 81
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2754880.000000 Penalty: 4969.270020
	Iteration 43Q: 3 clusters Score -2754880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2754901.500000 Penalty: 4969.270020
	Iteration 44Q: 3 clusters Score -2754902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2754916.250000 Penalty: 4969.270020
	Iteration 45Q: 3 clusters Score -2754916 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2754924.250000 Penalty: 4969.270020
	Iteration 46Q: 3 clusters Score -2754924 nChanged 64
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Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2754931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2754937.750000 Penalty: 4969.270020
	Iteration 48Q: 3 clusters Score -2754938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2754946.750000 Penalty: 4969.270020
	Iteration 49Q: 3 clusters Score -2754947 nChanged 67
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Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2754962 nChanged 76
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Mstep: Class 1 contains 9031 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2754962 nChanged 78
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Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2754971 nChanged 88
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Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2754978 nChanged 96
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Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2754995 nChanged 93
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2755019.250000 Penalty: 4969.270020
	Iteration 55Q: 3 clusters Score -2755019 nChanged 101
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Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2755034 nChanged 96
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Mstep: Class 1 contains 8495 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2755050 nChanged 96
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2755068 nChanged 96
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Mstep: Class 1 contains 8313 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2755087 nChanged 94
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Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2755098 nChanged 93
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Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2755113.250000 Penalty: 4969.270020
	Iteration 61Q: 3 clusters Score -2755113 nChanged 94
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Mstep: Class 1 contains 8050 members 
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Score: -2755126.500000 Penalty: 4969.270020
	Iteration 62Q: 3 clusters Score -2755126 nChanged 98
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Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2755145.250000 Penalty: 4969.270020
	Iteration 63Q: 3 clusters Score -2755145 nChanged 101
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Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14585 members 
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	Iteration 64Q: 3 clusters Score -2755166 nChanged 99
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Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2755174.750000 Penalty: 4969.270020
	Iteration 65Q: 3 clusters Score -2755175 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2755183.750000 Penalty: 4969.270020
	Iteration 66Q: 3 clusters Score -2755184 nChanged 90
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2755196 nChanged 98
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Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2755215.500000 Penalty: 4969.270020
	Iteration 68Q: 3 clusters Score -2755216 nChanged 97
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Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2755236.000000 Penalty: 4969.270020
	Iteration 69Q: 3 clusters Score -2755236 nChanged 105
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Mstep: Class 1 contains 7288 members 
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Entering Unmasked Estep 
Score: -2755260.250000 Penalty: 4969.270020
	Iteration 70Q: 3 clusters Score -2755260 nChanged 115
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Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2755285.000000 Penalty: 4969.270020
	Iteration 71Q: 3 clusters Score -2755285 nChanged 124
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2755319.000000 Penalty: 4969.270020
	Iteration 72Q: 3 clusters Score -2755319 nChanged 135
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Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2755344 nChanged 142
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Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2755372 nChanged 156
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Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2755406 nChanged 152
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2755446 nChanged 160
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Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2755477 nChanged 154
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Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2755516 nChanged 144
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Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2755549 nChanged 145
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2755579 nChanged 149
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2755616 nChanged 165
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Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2755658 nChanged 149
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 16990 members 
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	Iteration 83Q: 3 clusters Score -2755701 nChanged 154
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2755730 nChanged 148
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2755770 nChanged 148
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2755804 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2755841 nChanged 140
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2755866 nChanged 133
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2755901 nChanged 123
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2755928 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2755965 nChanged 124
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Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2755998 nChanged 135
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Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2756040 nChanged 134
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2756074.500000 Penalty: 4969.270020
	Iteration 94Q: 3 clusters Score -2756074 nChanged 139
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2756100.500000 Penalty: 4969.270020
	Iteration 95Q: 3 clusters Score -2756100 nChanged 135
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Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2756126.250000 Penalty: 4969.270020
	Iteration 96Q: 3 clusters Score -2756126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2756166.500000 Penalty: 4969.270020
	Iteration 97Q: 3 clusters Score -2756166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2756205.250000 Penalty: 4969.270020
	Iteration 98Q: 3 clusters Score -2756205 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2756256.500000 Penalty: 4969.270020
	Iteration 99Q: 3 clusters Score -2756256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2756293.750000 Penalty: 4969.270020
	Iteration 100F: 3 clusters Score -2756294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2756321.250000 Penalty: 4969.270020
	Iteration 101Q: 3 clusters Score -2756321 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2756357.500000 Penalty: 4969.270020
	Iteration 102Q: 3 clusters Score -2756358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2756389.000000 Penalty: 4969.270020
	Iteration 103Q: 3 clusters Score -2756389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2756428.500000 Penalty: 4969.270020
	Iteration 104Q: 3 clusters Score -2756428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2756478.000000 Penalty: 4969.270020
	Iteration 105Q: 3 clusters Score -2756478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2756522.000000 Penalty: 4969.270020
	Iteration 106Q: 3 clusters Score -2756522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2756556.500000 Penalty: 4969.270020
	Iteration 107Q: 3 clusters Score -2756556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2756610.750000 Penalty: 4969.270020
	Iteration 108Q: 3 clusters Score -2756611 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2756661.500000 Penalty: 4969.270020
	Iteration 109Q: 3 clusters Score -2756662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2756706.000000 Penalty: 4969.270020
	Iteration 110Q: 3 clusters Score -2756706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2756753.250000 Penalty: 4969.270020
	Iteration 111Q: 3 clusters Score -2756753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2756780.250000 Penalty: 4969.270020
	Iteration 112Q: 3 clusters Score -2756780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2756816.000000 Penalty: 4969.270020
	Iteration 113Q: 3 clusters Score -2756816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2756853.750000 Penalty: 4969.270020
	Iteration 114Q: 3 clusters Score -2756854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2756891.750000 Penalty: 4969.270020
	Iteration 115Q: 3 clusters Score -2756892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2756928.250000 Penalty: 4969.270020
	Iteration 116Q: 3 clusters Score -2756928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2756969.000000 Penalty: 4969.270020
	Iteration 117Q: 3 clusters Score -2756969 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2757004.000000 Penalty: 4969.270020
	Iteration 118Q: 3 clusters Score -2757004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2757039.250000 Penalty: 4969.270020
	Iteration 119Q: 3 clusters Score -2757039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2757086.750000 Penalty: 4969.270020
	Iteration 120F: 3 clusters Score -2757087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2757118.250000 Penalty: 4969.270020
	Iteration 121Q: 3 clusters Score -2757118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2757160.000000 Penalty: 4969.270020
	Iteration 122Q: 3 clusters Score -2757160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2757203.500000 Penalty: 4969.270020
	Iteration 123Q: 3 clusters Score -2757204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2757272.500000 Penalty: 4969.270020
	Iteration 124Q: 3 clusters Score -2757272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2757343.000000 Penalty: 4969.270020
	Iteration 125Q: 3 clusters Score -2757343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2757385.250000 Penalty: 4969.270020
	Iteration 126Q: 3 clusters Score -2757385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2757416.000000 Penalty: 4969.270020
	Iteration 127Q: 3 clusters Score -2757416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2757434.000000 Penalty: 4969.270020
	Iteration 128Q: 3 clusters Score -2757434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2757448.500000 Penalty: 4969.270020
	Iteration 129Q: 3 clusters Score -2757448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2757464.000000 Penalty: 4969.270020
	Iteration 130Q: 3 clusters Score -2757464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2757467.500000 Penalty: 4969.270020
	Iteration 131Q: 3 clusters Score -2757468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2757469.250000 Penalty: 4969.270020
	Iteration 132Q: 3 clusters Score -2757469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2757477.000000 Penalty: 4969.270020
	Iteration 133Q: 3 clusters Score -2757477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2757478.250000 Penalty: 4969.270020
	Iteration 134Q: 3 clusters Score -2757478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2757478.250000 Penalty: 4969.270020
	Iteration 135Q: 3 clusters Score -2757478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2757479.500000 Penalty: 4969.270020
	Iteration 136Q: 3 clusters Score -2757480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2757477.000000 Penalty: 4969.270020
	Iteration 137Q: 3 clusters Score -2757477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2757476.500000 Penalty: 4969.270020
	Iteration 138Q: 3 clusters Score -2757476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2757478.750000 Penalty: 4969.270020
	Iteration 139Q: 3 clusters Score -2757479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2757483.250000 Penalty: 4969.270020
	Iteration 140F: 3 clusters Score -2757483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2757483.000000 Penalty: 4969.270020
	Iteration 141Q: 3 clusters Score -2757483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2757487.250000 Penalty: 4969.270020
	Iteration 142Q: 3 clusters Score -2757487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2757489.000000 Penalty: 4969.270020
	Iteration 143Q: 3 clusters Score -2757489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2757487.250000 Penalty: 4969.270020
	Iteration 144Q: 3 clusters Score -2757487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2757489.000000 Penalty: 4969.270020
	Iteration 145Q: 3 clusters Score -2757489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2757488.000000 Penalty: 4969.270020
	Iteration 146Q: 3 clusters Score -2757488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2757488.000000 Penalty: 4969.270020
	Iteration 147F: 3 clusters Score -2757488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -532843.312500 Penalty: 2091.747070
	Iteration 0F: 2 clusters Score -532843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -528605.000000 Penalty: 4183.494141
	Iteration 0F: 3 clusters Score -528605 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -529692.375000 Penalty: 4183.494141
	Iteration 1F: 3 clusters Score -529692.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -530004.312500 Penalty: 4183.494141
	Iteration 2F: 3 clusters Score -530004.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -530233.312500 Penalty: 4183.494141
	Iteration 3F: 3 clusters Score -530233.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -530462.062500 Penalty: 4183.494141
	Iteration 4F: 3 clusters Score -530462.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -530737.687500 Penalty: 4183.494141
	Iteration 5F: 3 clusters Score -530737.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -531015.750000 Penalty: 4183.494141
	Iteration 6F: 3 clusters Score -531015.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -531271.500000 Penalty: 4183.494141
	Iteration 7F: 3 clusters Score -531271.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -531507.437500 Penalty: 4183.494141
	Iteration 8Q: 3 clusters Score -531507.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -531709.500000 Penalty: 4183.494141
	Iteration 9Q: 3 clusters Score -531709.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -531916.750000 Penalty: 4183.494141
	Iteration 10Q: 3 clusters Score -531916.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -532065.125000 Penalty: 4183.494141
	Iteration 11Q: 3 clusters Score -532065.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -532182.125000 Penalty: 4183.494141
	Iteration 12Q: 3 clusters Score -532182.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -532269.750000 Penalty: 4183.494141
	Iteration 13Q: 3 clusters Score -532269.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -532327.312500 Penalty: 4183.494141
	Iteration 14Q: 3 clusters Score -532327.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -532383.000000 Penalty: 4183.494141
	Iteration 15Q: 3 clusters Score -532383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -532416.187500 Penalty: 4183.494141
	Iteration 16Q: 3 clusters Score -532416.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -532444.812500 Penalty: 4183.494141
	Iteration 17Q: 3 clusters Score -532444.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -532467.187500 Penalty: 4183.494141
	Iteration 18Q: 3 clusters Score -532467.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -532483.500000 Penalty: 4183.494141
	Iteration 19Q: 3 clusters Score -532483.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -532491.000000 Penalty: 4183.494141
	Iteration 20F: 3 clusters Score -532491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -532495.000000 Penalty: 4183.494141
	Iteration 21Q: 3 clusters Score -532495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -532499.125000 Penalty: 4183.494141
	Iteration 22Q: 3 clusters Score -532499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -532500.750000 Penalty: 4183.494141
	Iteration 23Q: 3 clusters Score -532500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -532504.187500 Penalty: 4183.494141
	Iteration 24Q: 3 clusters Score -532504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -532508.375000 Penalty: 4183.494141
	Iteration 25Q: 3 clusters Score -532508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -532516.312500 Penalty: 4183.494141
	Iteration 26Q: 3 clusters Score -532516.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -532524.812500 Penalty: 4183.494141
	Iteration 27Q: 3 clusters Score -532524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -532535.625000 Penalty: 4183.494141
	Iteration 28Q: 3 clusters Score -532535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -532547.687500 Penalty: 4183.494141
	Iteration 29Q: 3 clusters Score -532547.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -532557.000000 Penalty: 4183.494141
	Iteration 30Q: 3 clusters Score -532557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -532573.437500 Penalty: 4183.494141
	Iteration 31Q: 3 clusters Score -532573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -532594.125000 Penalty: 4183.494141
	Iteration 32Q: 3 clusters Score -532594.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -532616.250000 Penalty: 4183.494141
	Iteration 33Q: 3 clusters Score -532616.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -532632.687500 Penalty: 4183.494141
	Iteration 34Q: 3 clusters Score -532632.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -532647.062500 Penalty: 4183.494141
	Iteration 35Q: 3 clusters Score -532647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -532660.937500 Penalty: 4183.494141
	Iteration 36Q: 3 clusters Score -532660.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -532668.875000 Penalty: 4183.494141
	Iteration 37Q: 3 clusters Score -532668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -532674.625000 Penalty: 4183.494141
	Iteration 38Q: 3 clusters Score -532674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -532677.375000 Penalty: 4183.494141
	Iteration 39Q: 3 clusters Score -532677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -532683.375000 Penalty: 4183.494141
	Iteration 40F: 3 clusters Score -532683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -532687.500000 Penalty: 4183.494141
	Iteration 41Q: 3 clusters Score -532687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -532689.312500 Penalty: 4183.494141
	Iteration 42Q: 3 clusters Score -532689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -532690.812500 Penalty: 4183.494141
	Iteration 43Q: 3 clusters Score -532690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -532690.562500 Penalty: 4183.494141
	Iteration 44Q: 3 clusters Score -532690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -532693.187500 Penalty: 4183.494141
	Iteration 45Q: 3 clusters Score -532693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -532692.937500 Penalty: 4183.494141
	Iteration 46Q: 3 clusters Score -532692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -532692.937500 Penalty: 4183.494141
	Iteration 47F: 3 clusters Score -532692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -1848897.375000 Penalty: 2371.371826
	Iteration 0F: 2 clusters Score -1848897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1838502.375000 Penalty: 4742.743652
	Iteration 0F: 3 clusters Score -1838502 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1841792.750000 Penalty: 4742.743652
	Iteration 1F: 3 clusters Score -1841793 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1842163.750000 Penalty: 4742.743652
	Iteration 2F: 3 clusters Score -1842164 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1842445.875000 Penalty: 4742.743652
	Iteration 3Q: 3 clusters Score -1842446 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1842711.625000 Penalty: 4742.743652
	Iteration 4Q: 3 clusters Score -1842712 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1843017.625000 Penalty: 4742.743652
	Iteration 5Q: 3 clusters Score -1843018 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1843304.625000 Penalty: 4742.743652
	Iteration 6Q: 3 clusters Score -1843305 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1843588.125000 Penalty: 4742.743652
	Iteration 7Q: 3 clusters Score -1843588 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1843830.000000 Penalty: 4742.743652
	Iteration 8Q: 3 clusters Score -1843830 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1844048.500000 Penalty: 4742.743652
	Iteration 9Q: 3 clusters Score -1844048 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1844265.500000 Penalty: 4742.743652
	Iteration 10Q: 3 clusters Score -1844266 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1844474.625000 Penalty: 4742.743652
	Iteration 11Q: 3 clusters Score -1844475 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1844689.500000 Penalty: 4742.743652
	Iteration 12Q: 3 clusters Score -1844690 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1844916.125000 Penalty: 4742.743652
	Iteration 13Q: 3 clusters Score -1844916 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1845130.875000 Penalty: 4742.743652
	Iteration 14Q: 3 clusters Score -1845131 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1845377.000000 Penalty: 4742.743652
	Iteration 15Q: 3 clusters Score -1845377 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1845660.500000 Penalty: 4742.743652
	Iteration 16Q: 3 clusters Score -1845660 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1845970.875000 Penalty: 4742.743652
	Iteration 17Q: 3 clusters Score -1845971 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1846287.750000 Penalty: 4742.743652
	Iteration 18Q: 3 clusters Score -1846288 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1846577.125000 Penalty: 4742.743652
	Iteration 19Q: 3 clusters Score -1846577 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1846812.125000 Penalty: 4742.743652
	Iteration 20F: 3 clusters Score -1846812 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1846938.500000 Penalty: 4742.743652
	Iteration 21Q: 3 clusters Score -1846938 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1847044.250000 Penalty: 4742.743652
	Iteration 22Q: 3 clusters Score -1847044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1847119.250000 Penalty: 4742.743652
	Iteration 23Q: 3 clusters Score -1847119 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1847203.500000 Penalty: 4742.743652
	Iteration 24Q: 3 clusters Score -1847204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1847250.875000 Penalty: 4742.743652
	Iteration 25Q: 3 clusters Score -1847251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1847287.750000 Penalty: 4742.743652
	Iteration 26Q: 3 clusters Score -1847288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1847310.375000 Penalty: 4742.743652
	Iteration 27Q: 3 clusters Score -1847310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1847330.625000 Penalty: 4742.743652
	Iteration 28Q: 3 clusters Score -1847331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1847358.875000 Penalty: 4742.743652
	Iteration 29Q: 3 clusters Score -1847359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1847399.500000 Penalty: 4742.743652
	Iteration 30Q: 3 clusters Score -1847400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1847418.375000 Penalty: 4742.743652
	Iteration 31Q: 3 clusters Score -1847418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1847433.000000 Penalty: 4742.743652
	Iteration 32Q: 3 clusters Score -1847433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1847442.375000 Penalty: 4742.743652
	Iteration 33Q: 3 clusters Score -1847442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1847453.500000 Penalty: 4742.743652
	Iteration 34Q: 3 clusters Score -1847454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1847468.125000 Penalty: 4742.743652
	Iteration 35Q: 3 clusters Score -1847468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1847481.125000 Penalty: 4742.743652
	Iteration 36Q: 3 clusters Score -1847481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1847484.875000 Penalty: 4742.743652
	Iteration 37Q: 3 clusters Score -1847485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1847492.000000 Penalty: 4742.743652
	Iteration 38Q: 3 clusters Score -1847492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1847498.000000 Penalty: 4742.743652
	Iteration 39Q: 3 clusters Score -1847498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1847511.875000 Penalty: 4742.743652
	Iteration 40F: 3 clusters Score -1847512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1847528.500000 Penalty: 4742.743652
	Iteration 41Q: 3 clusters Score -1847528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1847549.125000 Penalty: 4742.743652
	Iteration 42Q: 3 clusters Score -1847549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1847568.625000 Penalty: 4742.743652
	Iteration 43Q: 3 clusters Score -1847569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1847578.250000 Penalty: 4742.743652
	Iteration 44Q: 3 clusters Score -1847578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1847584.250000 Penalty: 4742.743652
	Iteration 45Q: 3 clusters Score -1847584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1847594.750000 Penalty: 4742.743652
	Iteration 46Q: 3 clusters Score -1847595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1847596.500000 Penalty: 4742.743652
	Iteration 47Q: 3 clusters Score -1847596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1847601.625000 Penalty: 4742.743652
	Iteration 48Q: 3 clusters Score -1847602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1847607.125000 Penalty: 4742.743652
	Iteration 49Q: 3 clusters Score -1847607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1847609.750000 Penalty: 4742.743652
	Iteration 50Q: 3 clusters Score -1847610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1847609.000000 Penalty: 4742.743652
	Iteration 51Q: 3 clusters Score -1847609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1847611.250000 Penalty: 4742.743652
	Iteration 52Q: 3 clusters Score -1847611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1847613.250000 Penalty: 4742.743652
	Iteration 53Q: 3 clusters Score -1847613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1847613.250000 Penalty: 4742.743652
	Iteration 54F: 3 clusters Score -1847613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Entering Unmasked Estep 
Score: -6496929.000000 Penalty: 2677.945312
	Iteration 0F: 2 clusters Score -6496929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -6463940.000000 Penalty: 5355.890625
	Iteration 0F: 3 clusters Score -6463940 nChanged 22604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6476243.500000 Penalty: 5355.890625
	Iteration 1F: 3 clusters Score -6476244 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6476841.500000 Penalty: 5355.890625
	Iteration 2Q: 3 clusters Score -6476842 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6477411.000000 Penalty: 5355.890625
	Iteration 3Q: 3 clusters Score -6477411 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6478159.500000 Penalty: 5355.890625
	Iteration 4Q: 3 clusters Score -6478160 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6479200.500000 Penalty: 5355.890625
	Iteration 5Q: 3 clusters Score -6479200 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6480723.500000 Penalty: 5355.890625
	Iteration 6F: 3 clusters Score -6480724 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -6482678.500000 Penalty: 5355.890625
	Iteration 7F: 3 clusters Score -6482678 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -6484878.500000 Penalty: 5355.890625
	Iteration 8F: 3 clusters Score -6484878 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -6486974.000000 Penalty: 5355.890625
	Iteration 9F: 3 clusters Score -6486974 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -6488744.500000 Penalty: 5355.890625
	Iteration 10Q: 3 clusters Score -6488744 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6490111.000000 Penalty: 5355.890625
	Iteration 11Q: 3 clusters Score -6490111 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -6490969.000000 Penalty: 5355.890625
	Iteration 12Q: 3 clusters Score -6490969 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -6491513.500000 Penalty: 5355.890625
	Iteration 13Q: 3 clusters Score -6491514 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6491965.500000 Penalty: 5355.890625
	Iteration 14Q: 3 clusters Score -6491966 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6492295.000000 Penalty: 5355.890625
	Iteration 15Q: 3 clusters Score -6492295 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6492531.000000 Penalty: 5355.890625
	Iteration 16Q: 3 clusters Score -6492531 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -6492778.500000 Penalty: 5355.890625
	Iteration 17Q: 3 clusters Score -6492778 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6492969.000000 Penalty: 5355.890625
	Iteration 18Q: 3 clusters Score -6492969 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -6493158.000000 Penalty: 5355.890625
	Iteration 19Q: 3 clusters Score -6493158 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6493347.500000 Penalty: 5355.890625
	Iteration 20F: 3 clusters Score -6493348 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6493503.500000 Penalty: 5355.890625
	Iteration 21Q: 3 clusters Score -6493504 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -6493649.500000 Penalty: 5355.890625
	Iteration 22Q: 3 clusters Score -6493650 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6493787.500000 Penalty: 5355.890625
	Iteration 23Q: 3 clusters Score -6493788 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -6493875.500000 Penalty: 5355.890625
	Iteration 24Q: 3 clusters Score -6493876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6493971.500000 Penalty: 5355.890625
	Iteration 25Q: 3 clusters Score -6493972 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6494047.500000 Penalty: 5355.890625
	Iteration 26Q: 3 clusters Score -6494048 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -6494123.500000 Penalty: 5355.890625
	Iteration 27Q: 3 clusters Score -6494124 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6494192.500000 Penalty: 5355.890625
	Iteration 28Q: 3 clusters Score -6494192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6494242.000000 Penalty: 5355.890625
	Iteration 29Q: 3 clusters Score -6494242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6494310.000000 Penalty: 5355.890625
	Iteration 30Q: 3 clusters Score -6494310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -6494354.000000 Penalty: 5355.890625
	Iteration 31Q: 3 clusters Score -6494354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6494379.500000 Penalty: 5355.890625
	Iteration 32Q: 3 clusters Score -6494380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -6494410.000000 Penalty: 5355.890625
	Iteration 33Q: 3 clusters Score -6494410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6494439.000000 Penalty: 5355.890625
	Iteration 34Q: 3 clusters Score -6494439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6494490.000000 Penalty: 5355.890625
	Iteration 35Q: 3 clusters Score -6494490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -6494528.000000 Penalty: 5355.890625
	Iteration 36Q: 3 clusters Score -6494528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -6494549.000000 Penalty: 5355.890625
	Iteration 37Q: 3 clusters Score -6494549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6494563.500000 Penalty: 5355.890625
	Iteration 38Q: 3 clusters Score -6494564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6494585.500000 Penalty: 5355.890625
	Iteration 39Q: 3 clusters Score -6494586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6494625.000000 Penalty: 5355.890625
	Iteration 40F: 3 clusters Score -6494625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -6494639.500000 Penalty: 5355.890625
	Iteration 41Q: 3 clusters Score -6494640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6494659.000000 Penalty: 5355.890625
	Iteration 42Q: 3 clusters Score -6494659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6494669.000000 Penalty: 5355.890625
	Iteration 43Q: 3 clusters Score -6494669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6494676.000000 Penalty: 5355.890625
	Iteration 44Q: 3 clusters Score -6494676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6494693.500000 Penalty: 5355.890625
	Iteration 45Q: 3 clusters Score -6494694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6494691.000000 Penalty: 5355.890625
	Iteration 46Q: 3 clusters Score -6494691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6494697.500000 Penalty: 5355.890625
	Iteration 47Q: 3 clusters Score -6494698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6494713.500000 Penalty: 5355.890625
	Iteration 48Q: 3 clusters Score -6494714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6494714.000000 Penalty: 5355.890625
	Iteration 49Q: 3 clusters Score -6494714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -6494717.500000 Penalty: 5355.890625
	Iteration 50Q: 3 clusters Score -6494718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6494719.500000 Penalty: 5355.890625
	Iteration 51Q: 3 clusters Score -6494720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6494724.000000 Penalty: 5355.890625
	Iteration 52Q: 3 clusters Score -6494724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6494722.500000 Penalty: 5355.890625
	Iteration 53Q: 3 clusters Score -6494722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6494722.500000 Penalty: 5355.890625
	Iteration 54F: 3 clusters Score -6494722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Entering Unmasked Estep 
Score: -19313478.000000 Penalty: 2948.133789
	Iteration 0F: 2 clusters Score -1.931348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -19218342.000000 Penalty: 5896.267578
	Iteration 0F: 3 clusters Score -1.921834e+07 nChanged 69513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -19258352.000000 Penalty: 5896.267578
	Iteration 1F: 3 clusters Score -1.925835e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -19259366.000000 Penalty: 5896.267578
	Iteration 2Q: 3 clusters Score -1.925937e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -19260516.000000 Penalty: 5896.267578
	Iteration 3Q: 3 clusters Score -1.926052e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -19262612.000000 Penalty: 5896.267578
	Iteration 4Q: 3 clusters Score -1.926261e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -19266230.000000 Penalty: 5896.267578
	Iteration 5F: 3 clusters Score -1.926623e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -19272842.000000 Penalty: 5896.267578
	Iteration 6F: 3 clusters Score -1.927284e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -19282434.000000 Penalty: 5896.267578
	Iteration 7F: 3 clusters Score -1.928243e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -19293846.000000 Penalty: 5896.267578
	Iteration 8F: 3 clusters Score -1.929385e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135446 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -19302798.000000 Penalty: 5896.267578
	Iteration 9F: 3 clusters Score -1.93028e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141020 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -19307536.000000 Penalty: 5896.267578
	Iteration 10Q: 3 clusters Score -1.930754e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19309588.000000 Penalty: 5896.267578
	Iteration 11Q: 3 clusters Score -1.930959e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19310372.000000 Penalty: 5896.267578
	Iteration 12Q: 3 clusters Score -1.931037e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19310680.000000 Penalty: 5896.267578
	Iteration 13Q: 3 clusters Score -1.931068e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144864 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19310860.000000 Penalty: 5896.267578
	Iteration 14Q: 3 clusters Score -1.931086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19310930.000000 Penalty: 5896.267578
	Iteration 15Q: 3 clusters Score -1.931093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19310998.000000 Penalty: 5896.267578
	Iteration 16Q: 3 clusters Score -1.9311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19311046.000000 Penalty: 5896.267578
	Iteration 17Q: 3 clusters Score -1.931105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144988 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19311048.000000 Penalty: 5896.267578
	Iteration 18Q: 3 clusters Score -1.931105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19311058.000000 Penalty: 5896.267578
	Iteration 19Q: 3 clusters Score -1.931106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19311078.000000 Penalty: 5896.267578
	Iteration 20F: 3 clusters Score -1.931108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19311102.000000 Penalty: 5896.267578
	Iteration 21Q: 3 clusters Score -1.93111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19311090.000000 Penalty: 5896.267578
	Iteration 22Q: 3 clusters Score -1.931109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -19311100.000000 Penalty: 5896.267578
	Iteration 23Q: 3 clusters Score -1.93111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19311108.000000 Penalty: 5896.267578
	Iteration 24Q: 3 clusters Score -1.931111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19311120.000000 Penalty: 5896.267578
	Iteration 25Q: 3 clusters Score -1.931112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19311132.000000 Penalty: 5896.267578
	Iteration 26Q: 3 clusters Score -1.931113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19311134.000000 Penalty: 5896.267578
	Iteration 27Q: 3 clusters Score -1.931113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19311134.000000 Penalty: 5896.267578
	Iteration 28Q: 3 clusters Score -1.931113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19311136.000000 Penalty: 5896.267578
	Iteration 29Q: 3 clusters Score -1.931114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19311128.000000 Penalty: 5896.267578
	Iteration 30Q: 3 clusters Score -1.931113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145033 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19311140.000000 Penalty: 5896.267578
	Iteration 31Q: 3 clusters Score -1.931114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19311126.000000 Penalty: 5896.267578
	Iteration 32Q: 3 clusters Score -1.931113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19311122.000000 Penalty: 5896.267578
	Iteration 33Q: 3 clusters Score -1.931112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19311122.000000 Penalty: 5896.267578
	Iteration 34F: 3 clusters Score -1.931112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -134692.578125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -134692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132709.234375 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -132709.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133008.609375 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -133008.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133083.250000 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -133083.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133125.421875 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -133125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133143.171875 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -133143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133147.062500 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -133147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133150.437500 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -133150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133152.671875 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -133152.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133152.671875 Penalty: 3446.176758
	Iteration 8F: 3 clusters Score -133152.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Entering Unmasked Estep 
Score: -9520592.000000 Penalty: 2772.874023
	Iteration 0F: 2 clusters Score -9520592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -9472597.000000 Penalty: 5545.748047
	Iteration 0F: 3 clusters Score -9472597 nChanged 33395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9491608.000000 Penalty: 5545.748047
	Iteration 1F: 3 clusters Score -9491608 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9492466.000000 Penalty: 5545.748047
	Iteration 2Q: 3 clusters Score -9492466 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9493966.000000 Penalty: 5545.748047
	Iteration 3Q: 3 clusters Score -9493966 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -9496429.000000 Penalty: 5545.748047
	Iteration 4F: 3 clusters Score -9496429 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -9500376.000000 Penalty: 5545.748047
	Iteration 5F: 3 clusters Score -9500376 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -9505209.000000 Penalty: 5545.748047
	Iteration 6F: 3 clusters Score -9505209 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -9509739.000000 Penalty: 5545.748047
	Iteration 7F: 3 clusters Score -9509739 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -9513127.000000 Penalty: 5545.748047
	Iteration 8F: 3 clusters Score -9513127 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -9515226.000000 Penalty: 5545.748047
	Iteration 9Q: 3 clusters Score -9515226 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9516417.000000 Penalty: 5545.748047
	Iteration 10Q: 3 clusters Score -9516417 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9517197.000000 Penalty: 5545.748047
	Iteration 11Q: 3 clusters Score -9517197 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9517651.000000 Penalty: 5545.748047
	Iteration 12Q: 3 clusters Score -9517651 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9517938.000000 Penalty: 5545.748047
	Iteration 13Q: 3 clusters Score -9517938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9518062.000000 Penalty: 5545.748047
	Iteration 14Q: 3 clusters Score -9518062 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9518144.000000 Penalty: 5545.748047
	Iteration 15Q: 3 clusters Score -9518144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9518200.000000 Penalty: 5545.748047
	Iteration 16Q: 3 clusters Score -9518200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9518228.000000 Penalty: 5545.748047
	Iteration 17Q: 3 clusters Score -9518228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9518251.000000 Penalty: 5545.748047
	Iteration 18Q: 3 clusters Score -9518251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9518272.000000 Penalty: 5545.748047
	Iteration 19Q: 3 clusters Score -9518272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9518286.000000 Penalty: 5545.748047
	Iteration 20F: 3 clusters Score -9518286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9518294.000000 Penalty: 5545.748047
	Iteration 21Q: 3 clusters Score -9518294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9518314.000000 Penalty: 5545.748047
	Iteration 22Q: 3 clusters Score -9518314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9518329.000000 Penalty: 5545.748047
	Iteration 23Q: 3 clusters Score -9518329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9518337.000000 Penalty: 5545.748047
	Iteration 24Q: 3 clusters Score -9518337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9518340.000000 Penalty: 5545.748047
	Iteration 25Q: 3 clusters Score -9518340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9518347.000000 Penalty: 5545.748047
	Iteration 26Q: 3 clusters Score -9518347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9518349.000000 Penalty: 5545.748047
	Iteration 27Q: 3 clusters Score -9518349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9518359.000000 Penalty: 5545.748047
	Iteration 28Q: 3 clusters Score -9518359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9518364.000000 Penalty: 5545.748047
	Iteration 29Q: 3 clusters Score -9518364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9518357.000000 Penalty: 5545.748047
	Iteration 30Q: 3 clusters Score -9518357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9518362.000000 Penalty: 5545.748047
	Iteration 31Q: 3 clusters Score -9518362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9518357.000000 Penalty: 5545.748047
	Iteration 32Q: 3 clusters Score -9518357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9518356.000000 Penalty: 5545.748047
	Iteration 33Q: 3 clusters Score -9518356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9518368.000000 Penalty: 5545.748047
	Iteration 34Q: 3 clusters Score -9518368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9518366.000000 Penalty: 5545.748047
	Iteration 35Q: 3 clusters Score -9518366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9518370.000000 Penalty: 5545.748047
	Iteration 36Q: 3 clusters Score -9518370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9518374.000000 Penalty: 5545.748047
	Iteration 37Q: 3 clusters Score -9518374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9518378.000000 Penalty: 5545.748047
	Iteration 38Q: 3 clusters Score -9518378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9518378.000000 Penalty: 5545.748047
	Iteration 39F: 3 clusters Score -9518378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Entering Unmasked Estep 
Score: -634028.500000 Penalty: 2104.965576
	Iteration 0F: 2 clusters Score -634028.5 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 2447 members 
Entering Unmasked Estep 
Score: -629640.437500 Penalty: 4209.931152
	Iteration 0F: 3 clusters Score -629640.4 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -630662.250000 Penalty: 4209.931152
	Iteration 1F: 3 clusters Score -630662.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -630928.125000 Penalty: 4209.931152
	Iteration 2F: 3 clusters Score -630928.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -631108.125000 Penalty: 4209.931152
	Iteration 3F: 3 clusters Score -631108.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -631256.312500 Penalty: 4209.931152
	Iteration 4Q: 3 clusters Score -631256.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -631414.375000 Penalty: 4209.931152
	Iteration 5Q: 3 clusters Score -631414.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -631570.500000 Penalty: 4209.931152
	Iteration 6Q: 3 clusters Score -631570.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -631708.500000 Penalty: 4209.931152
	Iteration 7Q: 3 clusters Score -631708.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -631835.187500 Penalty: 4209.931152
	Iteration 8Q: 3 clusters Score -631835.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -631931.750000 Penalty: 4209.931152
	Iteration 9Q: 3 clusters Score -631931.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -632009.875000 Penalty: 4209.931152
	Iteration 10Q: 3 clusters Score -632009.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -632077.500000 Penalty: 4209.931152
	Iteration 11Q: 3 clusters Score -632077.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -632133.500000 Penalty: 4209.931152
	Iteration 12Q: 3 clusters Score -632133.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -632170.062500 Penalty: 4209.931152
	Iteration 13Q: 3 clusters Score -632170.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -632199.937500 Penalty: 4209.931152
	Iteration 14Q: 3 clusters Score -632199.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -632220.437500 Penalty: 4209.931152
	Iteration 15Q: 3 clusters Score -632220.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -632235.062500 Penalty: 4209.931152
	Iteration 16Q: 3 clusters Score -632235.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -632242.062500 Penalty: 4209.931152
	Iteration 17Q: 3 clusters Score -632242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -632246.750000 Penalty: 4209.931152
	Iteration 18Q: 3 clusters Score -632246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -632247.125000 Penalty: 4209.931152
	Iteration 19Q: 3 clusters Score -632247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -632250.250000 Penalty: 4209.931152
	Iteration 20F: 3 clusters Score -632250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -632250.500000 Penalty: 4209.931152
	Iteration 21Q: 3 clusters Score -632250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -632251.562500 Penalty: 4209.931152
	Iteration 22Q: 3 clusters Score -632251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -632250.875000 Penalty: 4209.931152
	Iteration 23Q: 3 clusters Score -632250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -632253.562500 Penalty: 4209.931152
	Iteration 24Q: 3 clusters Score -632253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -632255.062500 Penalty: 4209.931152
	Iteration 25Q: 3 clusters Score -632255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -632255.000000 Penalty: 4209.931152
	Iteration 26Q: 3 clusters Score -632255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -632258.250000 Penalty: 4209.931152
	Iteration 27Q: 3 clusters Score -632258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -632257.687500 Penalty: 4209.931152
	Iteration 28Q: 3 clusters Score -632257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -632260.750000 Penalty: 4209.931152
	Iteration 29Q: 3 clusters Score -632260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -632263.937500 Penalty: 4209.931152
	Iteration 30Q: 3 clusters Score -632263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -632265.250000 Penalty: 4209.931152
	Iteration 31Q: 3 clusters Score -632265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -632269.000000 Penalty: 4209.931152
	Iteration 32Q: 3 clusters Score -632269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -632271.125000 Penalty: 4209.931152
	Iteration 33Q: 3 clusters Score -632271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -632271.687500 Penalty: 4209.931152
	Iteration 34Q: 3 clusters Score -632271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -632271.562500 Penalty: 4209.931152
	Iteration 35Q: 3 clusters Score -632271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -632271.812500 Penalty: 4209.931152
	Iteration 36Q: 3 clusters Score -632271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -632272.437500 Penalty: 4209.931152
	Iteration 37Q: 3 clusters Score -632272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -632272.437500 Penalty: 4209.931152
	Iteration 38F: 3 clusters Score -632272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -437777.593750 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -437777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -434249.312500 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -434249.3 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434989.343750 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -434989.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -435161.312500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -435161.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435278.312500 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -435278.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -435365.406250 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -435365.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435434.625000 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -435434.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -435487.250000 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -435487.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -435533.031250 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -435533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -435578.906250 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -435578.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -435624.687500 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -435624.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435658.781250 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -435658.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -435685.750000 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -435685.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -435715.875000 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -435715.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -435740.281250 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -435740.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -435760.593750 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -435760.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -435777.343750 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -435777.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -435792.750000 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -435792.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -435807.625000 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -435807.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -435820.343750 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -435820.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -435835.843750 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -435835.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -435849.687500 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -435849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -435862.656250 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -435862.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -435879.625000 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -435879.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -435896.312500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -435896.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -435911.375000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -435911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -435922.750000 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -435922.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -435933.875000 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -435933.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -435942.437500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -435942.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -435951.625000 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -435951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435962.531250 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -435962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -435972.781250 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -435972.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -435980.281250 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -435980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -435986.437500 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -435986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -435993.312500 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -435993.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -436001.843750 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -436001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -436010.125000 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -436010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -436016.468750 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -436016.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -436021.437500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -436021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -436026.406250 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -436026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -436029.000000 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -436029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -436030.906250 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -436030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -436030.906250 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -436030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -436032.468750 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -436032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -436033.156250 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -436033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -436033.625000 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -436033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -436033.625000 Penalty: 4043.633057
	Iteration 45F: 3 clusters Score -436033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Entering Unmasked Estep 
Score: -1250324.125000 Penalty: 2274.040527
	Iteration 0F: 2 clusters Score -1250324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1242840.250000 Penalty: 4548.081055
	Iteration 0F: 3 clusters Score -1242840 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1244941.000000 Penalty: 4548.081055
	Iteration 1F: 3 clusters Score -1244941 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1245351.750000 Penalty: 4548.081055
	Iteration 2F: 3 clusters Score -1245352 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1245706.750000 Penalty: 4548.081055
	Iteration 3F: 3 clusters Score -1245707 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1246049.250000 Penalty: 4548.081055
	Iteration 4F: 3 clusters Score -1246049 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1246458.500000 Penalty: 4548.081055
	Iteration 5F: 3 clusters Score -1246458 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1246928.375000 Penalty: 4548.081055
	Iteration 6F: 3 clusters Score -1246928 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1247345.250000 Penalty: 4548.081055
	Iteration 7F: 3 clusters Score -1247345 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1247636.125000 Penalty: 4548.081055
	Iteration 8Q: 3 clusters Score -1247636 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1247832.500000 Penalty: 4548.081055
	Iteration 9Q: 3 clusters Score -1247832 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1247959.625000 Penalty: 4548.081055
	Iteration 10Q: 3 clusters Score -1247960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1248038.750000 Penalty: 4548.081055
	Iteration 11Q: 3 clusters Score -1248039 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1248097.750000 Penalty: 4548.081055
	Iteration 12Q: 3 clusters Score -1248098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1248139.375000 Penalty: 4548.081055
	Iteration 13Q: 3 clusters Score -1248139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1248166.000000 Penalty: 4548.081055
	Iteration 14Q: 3 clusters Score -1248166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1248183.500000 Penalty: 4548.081055
	Iteration 15Q: 3 clusters Score -1248184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1248201.000000 Penalty: 4548.081055
	Iteration 16Q: 3 clusters Score -1248201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1248215.375000 Penalty: 4548.081055
	Iteration 17Q: 3 clusters Score -1248215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1248224.625000 Penalty: 4548.081055
	Iteration 18Q: 3 clusters Score -1248225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1248237.375000 Penalty: 4548.081055
	Iteration 19Q: 3 clusters Score -1248237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1248249.750000 Penalty: 4548.081055
	Iteration 20F: 3 clusters Score -1248250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1248260.500000 Penalty: 4548.081055
	Iteration 21Q: 3 clusters Score -1248260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1248271.000000 Penalty: 4548.081055
	Iteration 22Q: 3 clusters Score -1248271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1248282.750000 Penalty: 4548.081055
	Iteration 23Q: 3 clusters Score -1248283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1248288.375000 Penalty: 4548.081055
	Iteration 24Q: 3 clusters Score -1248288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1248296.125000 Penalty: 4548.081055
	Iteration 25Q: 3 clusters Score -1248296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1248311.250000 Penalty: 4548.081055
	Iteration 26Q: 3 clusters Score -1248311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1248319.125000 Penalty: 4548.081055
	Iteration 27Q: 3 clusters Score -1248319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1248328.500000 Penalty: 4548.081055
	Iteration 28Q: 3 clusters Score -1248328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1248333.250000 Penalty: 4548.081055
	Iteration 29Q: 3 clusters Score -1248333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1248336.250000 Penalty: 4548.081055
	Iteration 30Q: 3 clusters Score -1248336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1248339.125000 Penalty: 4548.081055
	Iteration 31Q: 3 clusters Score -1248339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1248340.875000 Penalty: 4548.081055
	Iteration 32Q: 3 clusters Score -1248341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1248340.375000 Penalty: 4548.081055
	Iteration 33Q: 3 clusters Score -1248340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1248343.000000 Penalty: 4548.081055
	Iteration 34Q: 3 clusters Score -1248343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1248338.625000 Penalty: 4548.081055
	Iteration 35Q: 3 clusters Score -1248339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1248344.250000 Penalty: 4548.081055
	Iteration 36Q: 3 clusters Score -1248344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1248342.625000 Penalty: 4548.081055
	Iteration 37Q: 3 clusters Score -1248343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1248343.500000 Penalty: 4548.081055
	Iteration 38Q: 3 clusters Score -1248344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1248343.875000 Penalty: 4548.081055
	Iteration 39Q: 3 clusters Score -1248344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1248343.500000 Penalty: 4548.081055
	Iteration 40F: 3 clusters Score -1248344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1248347.375000 Penalty: 4548.081055
	Iteration 41Q: 3 clusters Score -1248347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1248349.000000 Penalty: 4548.081055
	Iteration 42Q: 3 clusters Score -1248349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1248352.750000 Penalty: 4548.081055
	Iteration 43Q: 3 clusters Score -1248353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1248352.875000 Penalty: 4548.081055
	Iteration 44Q: 3 clusters Score -1248353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1248358.250000 Penalty: 4548.081055
	Iteration 45Q: 3 clusters Score -1248358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1248355.875000 Penalty: 4548.081055
	Iteration 46Q: 3 clusters Score -1248356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1248358.250000 Penalty: 4548.081055
	Iteration 47Q: 3 clusters Score -1248358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1248361.125000 Penalty: 4548.081055
	Iteration 48Q: 3 clusters Score -1248361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1248361.125000 Penalty: 4548.081055
	Iteration 49Q: 3 clusters Score -1248361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1248362.125000 Penalty: 4548.081055
	Iteration 50Q: 3 clusters Score -1248362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1248363.000000 Penalty: 4548.081055
	Iteration 51Q: 3 clusters Score -1248363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1248364.125000 Penalty: 4548.081055
	Iteration 52Q: 3 clusters Score -1248364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1248366.500000 Penalty: 4548.081055
	Iteration 53Q: 3 clusters Score -1248366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1248365.750000 Penalty: 4548.081055
	Iteration 54Q: 3 clusters Score -1248366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1248369.125000 Penalty: 4548.081055
	Iteration 55Q: 3 clusters Score -1248369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1248371.875000 Penalty: 4548.081055
	Iteration 56Q: 3 clusters Score -1248372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1248374.250000 Penalty: 4548.081055
	Iteration 57Q: 3 clusters Score -1248374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1248375.250000 Penalty: 4548.081055
	Iteration 58Q: 3 clusters Score -1248375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1248381.000000 Penalty: 4548.081055
	Iteration 59Q: 3 clusters Score -1248381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1248387.125000 Penalty: 4548.081055
	Iteration 60F: 3 clusters Score -1248387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1248389.500000 Penalty: 4548.081055
	Iteration 61Q: 3 clusters Score -1248390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1248393.750000 Penalty: 4548.081055
	Iteration 62Q: 3 clusters Score -1248394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1248397.250000 Penalty: 4548.081055
	Iteration 63Q: 3 clusters Score -1248397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1248396.250000 Penalty: 4548.081055
	Iteration 64Q: 3 clusters Score -1248396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1248399.000000 Penalty: 4548.081055
	Iteration 65Q: 3 clusters Score -1248399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1248400.750000 Penalty: 4548.081055
	Iteration 66Q: 3 clusters Score -1248401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1248399.875000 Penalty: 4548.081055
	Iteration 67Q: 3 clusters Score -1248400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1248399.250000 Penalty: 4548.081055
	Iteration 68Q: 3 clusters Score -1248399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1248399.250000 Penalty: 4548.081055
	Iteration 69F: 3 clusters Score -1248399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Entering Unmasked Estep 
Score: -3870436.500000 Penalty: 2551.255371
	Iteration 0F: 2 clusters Score -3870436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3850385.250000 Penalty: 5102.510742
	Iteration 0F: 3 clusters Score -3850385 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3857503.750000 Penalty: 5102.510742
	Iteration 1F: 3 clusters Score -3857504 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3857870.000000 Penalty: 5102.510742
	Iteration 2Q: 3 clusters Score -3857870 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3858222.250000 Penalty: 5102.510742
	Iteration 3Q: 3 clusters Score -3858222 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3858625.500000 Penalty: 5102.510742
	Iteration 4Q: 3 clusters Score -3858626 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3859210.250000 Penalty: 5102.510742
	Iteration 5Q: 3 clusters Score -3859210 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3859974.250000 Penalty: 5102.510742
	Iteration 6F: 3 clusters Score -3859974 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3861226.250000 Penalty: 5102.510742
	Iteration 7F: 3 clusters Score -3861226 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3862926.250000 Penalty: 5102.510742
	Iteration 8F: 3 clusters Score -3862926 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3864835.750000 Penalty: 5102.510742
	Iteration 9F: 3 clusters Score -3864836 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3866379.750000 Penalty: 5102.510742
	Iteration 10F: 3 clusters Score -3866380 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3867275.250000 Penalty: 5102.510742
	Iteration 11Q: 3 clusters Score -3867275 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3867702.750000 Penalty: 5102.510742
	Iteration 12Q: 3 clusters Score -3867703 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3867959.500000 Penalty: 5102.510742
	Iteration 13Q: 3 clusters Score -3867960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3868113.250000 Penalty: 5102.510742
	Iteration 14Q: 3 clusters Score -3868113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3868246.500000 Penalty: 5102.510742
	Iteration 15Q: 3 clusters Score -3868246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3868362.750000 Penalty: 5102.510742
	Iteration 16Q: 3 clusters Score -3868363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3868467.250000 Penalty: 5102.510742
	Iteration 17Q: 3 clusters Score -3868467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3868556.250000 Penalty: 5102.510742
	Iteration 18Q: 3 clusters Score -3868556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3868601.750000 Penalty: 5102.510742
	Iteration 19Q: 3 clusters Score -3868602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3868629.250000 Penalty: 5102.510742
	Iteration 20F: 3 clusters Score -3868629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3868651.250000 Penalty: 5102.510742
	Iteration 21Q: 3 clusters Score -3868651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3868672.500000 Penalty: 5102.510742
	Iteration 22Q: 3 clusters Score -3868672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3868677.750000 Penalty: 5102.510742
	Iteration 23Q: 3 clusters Score -3868678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3868695.500000 Penalty: 5102.510742
	Iteration 24Q: 3 clusters Score -3868696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3868694.000000 Penalty: 5102.510742
	Iteration 25Q: 3 clusters Score -3868694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3868702.500000 Penalty: 5102.510742
	Iteration 26Q: 3 clusters Score -3868702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3868710.750000 Penalty: 5102.510742
	Iteration 27Q: 3 clusters Score -3868711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3868713.250000 Penalty: 5102.510742
	Iteration 28Q: 3 clusters Score -3868713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3868708.750000 Penalty: 5102.510742
	Iteration 29Q: 3 clusters Score -3868709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3868710.750000 Penalty: 5102.510742
	Iteration 30Q: 3 clusters Score -3868711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3868711.250000 Penalty: 5102.510742
	Iteration 31Q: 3 clusters Score -3868711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3868717.000000 Penalty: 5102.510742
	Iteration 32Q: 3 clusters Score -3868717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3868717.750000 Penalty: 5102.510742
	Iteration 33Q: 3 clusters Score -3868718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3868717.750000 Penalty: 5102.510742
	Iteration 34Q: 3 clusters Score -3868718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3868719.250000 Penalty: 5102.510742
	Iteration 35Q: 3 clusters Score -3868719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3868721.750000 Penalty: 5102.510742
	Iteration 36Q: 3 clusters Score -3868722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3868721.000000 Penalty: 5102.510742
	Iteration 37Q: 3 clusters Score -3868721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3868723.750000 Penalty: 5102.510742
	Iteration 38Q: 3 clusters Score -3868724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3868729.500000 Penalty: 5102.510742
	Iteration 39Q: 3 clusters Score -3868730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3868729.500000 Penalty: 5102.510742
	Iteration 40F: 3 clusters Score -3868730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Entering Unmasked Estep 
Score: -1056413.250000 Penalty: 2230.339111
	Iteration 0F: 2 clusters Score -1056413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1049847.875000 Penalty: 4460.678223
	Iteration 0F: 3 clusters Score -1049848 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1051846.500000 Penalty: 4460.678223
	Iteration 1F: 3 clusters Score -1051846 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1052551.125000 Penalty: 4460.678223
	Iteration 2F: 3 clusters Score -1052551 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1053522.375000 Penalty: 4460.678223
	Iteration 3F: 3 clusters Score -1053522 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1054502.500000 Penalty: 4460.678223
	Iteration 4F: 3 clusters Score -1054502 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1055058.375000 Penalty: 4460.678223
	Iteration 5F: 3 clusters Score -1055058 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1055289.625000 Penalty: 4460.678223
	Iteration 6F: 3 clusters Score -1055290 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1055387.750000 Penalty: 4460.678223
	Iteration 7Q: 3 clusters Score -1055388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1055430.125000 Penalty: 4460.678223
	Iteration 8Q: 3 clusters Score -1055430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1055451.500000 Penalty: 4460.678223
	Iteration 9Q: 3 clusters Score -1055452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1055458.125000 Penalty: 4460.678223
	Iteration 10Q: 3 clusters Score -1055458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1055465.625000 Penalty: 4460.678223
	Iteration 11Q: 3 clusters Score -1055466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1055468.375000 Penalty: 4460.678223
	Iteration 12Q: 3 clusters Score -1055468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1055472.000000 Penalty: 4460.678223
	Iteration 13Q: 3 clusters Score -1055472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1055473.375000 Penalty: 4460.678223
	Iteration 14Q: 3 clusters Score -1055473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1055475.000000 Penalty: 4460.678223
	Iteration 15Q: 3 clusters Score -1055475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1055475.375000 Penalty: 4460.678223
	Iteration 16Q: 3 clusters Score -1055475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1055473.375000 Penalty: 4460.678223
	Iteration 17Q: 3 clusters Score -1055473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1055475.500000 Penalty: 4460.678223
	Iteration 18Q: 3 clusters Score -1055476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1055475.500000 Penalty: 4460.678223
	Iteration 19F: 3 clusters Score -1055476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -771387.312500 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -771387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -766416.812500 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -766416.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -767625.625000 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -767625.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -767854.250000 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -767854.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -768022.687500 Penalty: 4294.883789
	Iteration 3Q: 3 clusters Score -768022.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -768150.062500 Penalty: 4294.883789
	Iteration 4Q: 3 clusters Score -768150.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -768247.687500 Penalty: 4294.883789
	Iteration 5Q: 3 clusters Score -768247.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -768349.500000 Penalty: 4294.883789
	Iteration 6Q: 3 clusters Score -768349.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -768438.875000 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -768438.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -768513.125000 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -768513.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -768562.562500 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -768562.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -768607.062500 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -768607.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -768655.062500 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -768655.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -768686.437500 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -768686.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -768713.875000 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -768713.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -768736.125000 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -768736.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -768765.125000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -768765.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -768794.750000 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -768794.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -768811.437500 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -768811.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -768825.500000 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -768825.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -768838.812500 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -768838.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -768851.812500 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -768851.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -768863.125000 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -768863.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -768873.687500 Penalty: 4294.883789
	Iteration 22Q: 3 clusters Score -768873.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -768880.937500 Penalty: 4294.883789
	Iteration 23Q: 3 clusters Score -768880.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -768888.500000 Penalty: 4294.883789
	Iteration 24Q: 3 clusters Score -768888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -768896.250000 Penalty: 4294.883789
	Iteration 25Q: 3 clusters Score -768896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -768902.750000 Penalty: 4294.883789
	Iteration 26Q: 3 clusters Score -768902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -768911.437500 Penalty: 4294.883789
	Iteration 27Q: 3 clusters Score -768911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -768913.812500 Penalty: 4294.883789
	Iteration 28Q: 3 clusters Score -768913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -768918.812500 Penalty: 4294.883789
	Iteration 29Q: 3 clusters Score -768918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -768923.187500 Penalty: 4294.883789
	Iteration 30Q: 3 clusters Score -768923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -768927.312500 Penalty: 4294.883789
	Iteration 31Q: 3 clusters Score -768927.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -768931.562500 Penalty: 4294.883789
	Iteration 32Q: 3 clusters Score -768931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -768936.312500 Penalty: 4294.883789
	Iteration 33Q: 3 clusters Score -768936.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -768941.500000 Penalty: 4294.883789
	Iteration 34Q: 3 clusters Score -768941.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -768945.500000 Penalty: 4294.883789
	Iteration 35Q: 3 clusters Score -768945.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -768953.250000 Penalty: 4294.883789
	Iteration 36Q: 3 clusters Score -768953.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -768955.312500 Penalty: 4294.883789
	Iteration 37Q: 3 clusters Score -768955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -768959.125000 Penalty: 4294.883789
	Iteration 38Q: 3 clusters Score -768959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -768961.437500 Penalty: 4294.883789
	Iteration 39Q: 3 clusters Score -768961.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -768969.000000 Penalty: 4294.883789
	Iteration 40F: 3 clusters Score -768969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -768970.687500 Penalty: 4294.883789
	Iteration 41Q: 3 clusters Score -768970.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -768974.437500 Penalty: 4294.883789
	Iteration 42Q: 3 clusters Score -768974.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -768981.125000 Penalty: 4294.883789
	Iteration 43Q: 3 clusters Score -768981.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -768985.750000 Penalty: 4294.883789
	Iteration 44Q: 3 clusters Score -768985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -768986.375000 Penalty: 4294.883789
	Iteration 45Q: 3 clusters Score -768986.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -768990.500000 Penalty: 4294.883789
	Iteration 46Q: 3 clusters Score -768990.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -768993.500000 Penalty: 4294.883789
	Iteration 47Q: 3 clusters Score -768993.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -769000.062500 Penalty: 4294.883789
	Iteration 48Q: 3 clusters Score -769000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -769004.875000 Penalty: 4294.883789
	Iteration 49Q: 3 clusters Score -769004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -769009.437500 Penalty: 4294.883789
	Iteration 50Q: 3 clusters Score -769009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -769015.750000 Penalty: 4294.883789
	Iteration 51Q: 3 clusters Score -769015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -769023.500000 Penalty: 4294.883789
	Iteration 52Q: 3 clusters Score -769023.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -769029.062500 Penalty: 4294.883789
	Iteration 53Q: 3 clusters Score -769029.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -769033.625000 Penalty: 4294.883789
	Iteration 54Q: 3 clusters Score -769033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -769036.312500 Penalty: 4294.883789
	Iteration 55Q: 3 clusters Score -769036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -769040.562500 Penalty: 4294.883789
	Iteration 56Q: 3 clusters Score -769040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -769044.875000 Penalty: 4294.883789
	Iteration 57Q: 3 clusters Score -769044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -769049.937500 Penalty: 4294.883789
	Iteration 58Q: 3 clusters Score -769049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -769053.375000 Penalty: 4294.883789
	Iteration 59Q: 3 clusters Score -769053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -769056.375000 Penalty: 4294.883789
	Iteration 60F: 3 clusters Score -769056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -769060.000000 Penalty: 4294.883789
	Iteration 61Q: 3 clusters Score -769060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -769064.000000 Penalty: 4294.883789
	Iteration 62Q: 3 clusters Score -769064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -769067.187500 Penalty: 4294.883789
	Iteration 63Q: 3 clusters Score -769067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -769069.437500 Penalty: 4294.883789
	Iteration 64Q: 3 clusters Score -769069.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -769074.375000 Penalty: 4294.883789
	Iteration 65Q: 3 clusters Score -769074.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -769076.812500 Penalty: 4294.883789
	Iteration 66Q: 3 clusters Score -769076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -769078.812500 Penalty: 4294.883789
	Iteration 67Q: 3 clusters Score -769078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -769080.750000 Penalty: 4294.883789
	Iteration 68Q: 3 clusters Score -769080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -769083.312500 Penalty: 4294.883789
	Iteration 69Q: 3 clusters Score -769083.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -769084.937500 Penalty: 4294.883789
	Iteration 70Q: 3 clusters Score -769084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -769086.000000 Penalty: 4294.883789
	Iteration 71Q: 3 clusters Score -769086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -769088.312500 Penalty: 4294.883789
	Iteration 72Q: 3 clusters Score -769088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -769086.812500 Penalty: 4294.883789
	Iteration 73Q: 3 clusters Score -769086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -769087.375000 Penalty: 4294.883789
	Iteration 74Q: 3 clusters Score -769087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -769089.375000 Penalty: 4294.883789
	Iteration 75Q: 3 clusters Score -769089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -769090.187500 Penalty: 4294.883789
	Iteration 76Q: 3 clusters Score -769090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -769089.062500 Penalty: 4294.883789
	Iteration 77Q: 3 clusters Score -769089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -769089.250000 Penalty: 4294.883789
	Iteration 78Q: 3 clusters Score -769089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -769091.875000 Penalty: 4294.883789
	Iteration 79Q: 3 clusters Score -769091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -769093.750000 Penalty: 4294.883789
	Iteration 80F: 3 clusters Score -769093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -769096.500000 Penalty: 4294.883789
	Iteration 81Q: 3 clusters Score -769096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -769096.875000 Penalty: 4294.883789
	Iteration 82Q: 3 clusters Score -769096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -769096.062500 Penalty: 4294.883789
	Iteration 83Q: 3 clusters Score -769096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -769097.000000 Penalty: 4294.883789
	Iteration 84Q: 3 clusters Score -769097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -769096.125000 Penalty: 4294.883789
	Iteration 85Q: 3 clusters Score -769096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -769096.125000 Penalty: 4294.883789
	Iteration 86F: 3 clusters Score -769096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -140227.468750 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -140227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138209.671875 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -138209.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138594.265625 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -138594.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138794.703125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -138794.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -138989.640625 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -138989.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139069.078125 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -139069.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139133.796875 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -139133.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139189.062500 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -139189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -139237.093750 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -139237.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139286.812500 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -139286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139329.265625 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -139329.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -139348.843750 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -139348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139362.906250 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -139362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -139377.812500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -139377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -139393.812500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -139393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139407.734375 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -139407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139413.343750 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -139413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139417.312500 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -139417.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -139424.328125 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -139424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139439.109375 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -139439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139455.031250 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -139455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -139471.171875 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -139471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -139480.562500 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -139480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -139486.140625 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -139486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139490.703125 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -139490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139493.640625 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -139493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139493.640625 Penalty: 3480.683105
	Iteration 25F: 3 clusters Score -139493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -26525.203125 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -26525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25361.039062 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -25361.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25440.333984 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -25440.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25475.093750 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -25475.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25490.320312 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -25490.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25496.667969 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -25496.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25496.667969 Penalty: 2679.728027
	Iteration 5F: 3 clusters Score -25496.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Entering Unmasked Estep 
Score: -6362827.500000 Penalty: 2668.823730
	Iteration 0F: 2 clusters Score -6362828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6331177.500000 Penalty: 5337.647461
	Iteration 0F: 3 clusters Score -6331178 nChanged 21668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6343125.500000 Penalty: 5337.647461
	Iteration 1F: 3 clusters Score -6343126 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6343848.000000 Penalty: 5337.647461
	Iteration 2Q: 3 clusters Score -6343848 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6344758.500000 Penalty: 5337.647461
	Iteration 3Q: 3 clusters Score -6344758 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -6345942.500000 Penalty: 5337.647461
	Iteration 4F: 3 clusters Score -6345942 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -6347451.000000 Penalty: 5337.647461
	Iteration 5F: 3 clusters Score -6347451 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6349081.000000 Penalty: 5337.647461
	Iteration 6F: 3 clusters Score -6349081 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -6350735.000000 Penalty: 5337.647461
	Iteration 7F: 3 clusters Score -6350735 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6352374.500000 Penalty: 5337.647461
	Iteration 8F: 3 clusters Score -6352374 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -6353951.000000 Penalty: 5337.647461
	Iteration 9F: 3 clusters Score -6353951 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -6355569.500000 Penalty: 5337.647461
	Iteration 10Q: 3 clusters Score -6355570 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -6357082.500000 Penalty: 5337.647461
	Iteration 11Q: 3 clusters Score -6357082 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -6358556.000000 Penalty: 5337.647461
	Iteration 12Q: 3 clusters Score -6358556 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -6359482.000000 Penalty: 5337.647461
	Iteration 13Q: 3 clusters Score -6359482 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6359992.500000 Penalty: 5337.647461
	Iteration 14Q: 3 clusters Score -6359992 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6360226.500000 Penalty: 5337.647461
	Iteration 15Q: 3 clusters Score -6360226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6360358.500000 Penalty: 5337.647461
	Iteration 16Q: 3 clusters Score -6360358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6360457.000000 Penalty: 5337.647461
	Iteration 17Q: 3 clusters Score -6360457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6360512.500000 Penalty: 5337.647461
	Iteration 18Q: 3 clusters Score -6360512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6360550.500000 Penalty: 5337.647461
	Iteration 19Q: 3 clusters Score -6360550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6360583.500000 Penalty: 5337.647461
	Iteration 20F: 3 clusters Score -6360584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -6360594.500000 Penalty: 5337.647461
	Iteration 21Q: 3 clusters Score -6360594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6360618.000000 Penalty: 5337.647461
	Iteration 22Q: 3 clusters Score -6360618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6360615.000000 Penalty: 5337.647461
	Iteration 23Q: 3 clusters Score -6360615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -6360618.500000 Penalty: 5337.647461
	Iteration 24Q: 3 clusters Score -6360618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6360627.500000 Penalty: 5337.647461
	Iteration 25Q: 3 clusters Score -6360628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6360634.500000 Penalty: 5337.647461
	Iteration 26Q: 3 clusters Score -6360634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -6360635.000000 Penalty: 5337.647461
	Iteration 27Q: 3 clusters Score -6360635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -6360633.500000 Penalty: 5337.647461
	Iteration 28Q: 3 clusters Score -6360634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6360638.000000 Penalty: 5337.647461
	Iteration 29Q: 3 clusters Score -6360638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6360638.500000 Penalty: 5337.647461
	Iteration 30Q: 3 clusters Score -6360638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6360638.500000 Penalty: 5337.647461
	Iteration 31F: 3 clusters Score -6360638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Entering Unmasked Estep 
Score: -14947002.000000 Penalty: 2900.978516
	Iteration 0F: 2 clusters Score -1.4947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -14866831.000000 Penalty: 5801.957031
	Iteration 0F: 3 clusters Score -1.486683e+07 nChanged 57086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -14901080.000000 Penalty: 5801.957031
	Iteration 1F: 3 clusters Score -1.490108e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -14903280.000000 Penalty: 5801.957031
	Iteration 2Q: 3 clusters Score -1.490328e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -14906303.000000 Penalty: 5801.957031
	Iteration 3F: 3 clusters Score -1.49063e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -14911274.000000 Penalty: 5801.957031
	Iteration 4F: 3 clusters Score -1.491127e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -14917759.000000 Penalty: 5801.957031
	Iteration 5F: 3 clusters Score -1.491776e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -14925536.000000 Penalty: 5801.957031
	Iteration 6F: 3 clusters Score -1.492554e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -14932441.000000 Penalty: 5801.957031
	Iteration 7F: 3 clusters Score -1.493244e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -14937253.000000 Penalty: 5801.957031
	Iteration 8Q: 3 clusters Score -1.493725e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -14940376.000000 Penalty: 5801.957031
	Iteration 9Q: 3 clusters Score -1.494038e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -14942177.000000 Penalty: 5801.957031
	Iteration 10Q: 3 clusters Score -1.494218e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -14943160.000000 Penalty: 5801.957031
	Iteration 11Q: 3 clusters Score -1.494316e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -14943782.000000 Penalty: 5801.957031
	Iteration 12Q: 3 clusters Score -1.494378e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -14944155.000000 Penalty: 5801.957031
	Iteration 13Q: 3 clusters Score -1.494416e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -14944496.000000 Penalty: 5801.957031
	Iteration 14Q: 3 clusters Score -1.49445e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -14944649.000000 Penalty: 5801.957031
	Iteration 15Q: 3 clusters Score -1.494465e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -14944744.000000 Penalty: 5801.957031
	Iteration 16Q: 3 clusters Score -1.494474e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -14944846.000000 Penalty: 5801.957031
	Iteration 17Q: 3 clusters Score -1.494485e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -14944920.000000 Penalty: 5801.957031
	Iteration 18Q: 3 clusters Score -1.494492e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -14944985.000000 Penalty: 5801.957031
	Iteration 19Q: 3 clusters Score -1.494498e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -14945010.000000 Penalty: 5801.957031
	Iteration 20F: 3 clusters Score -1.494501e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 118291 members 
Entering Unmasked Estep 
Score: -14945055.000000 Penalty: 5801.957031
	Iteration 21Q: 3 clusters Score -1.494506e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -14945063.000000 Penalty: 5801.957031
	Iteration 22Q: 3 clusters Score -1.494506e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -14945095.000000 Penalty: 5801.957031
	Iteration 23Q: 3 clusters Score -1.49451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -14945080.000000 Penalty: 5801.957031
	Iteration 24Q: 3 clusters Score -1.494508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -14945092.000000 Penalty: 5801.957031
	Iteration 25Q: 3 clusters Score -1.494509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -14945089.000000 Penalty: 5801.957031
	Iteration 26Q: 3 clusters Score -1.494509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -14945091.000000 Penalty: 5801.957031
	Iteration 27Q: 3 clusters Score -1.494509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -14945107.000000 Penalty: 5801.957031
	Iteration 28Q: 3 clusters Score -1.494511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -14945129.000000 Penalty: 5801.957031
	Iteration 29Q: 3 clusters Score -1.494513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -14945118.000000 Penalty: 5801.957031
	Iteration 30Q: 3 clusters Score -1.494512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -14945144.000000 Penalty: 5801.957031
	Iteration 31Q: 3 clusters Score -1.494514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -14945143.000000 Penalty: 5801.957031
	Iteration 32Q: 3 clusters Score -1.494514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 118581 members 
Entering Unmasked Estep 
Score: -14945152.000000 Penalty: 5801.957031
	Iteration 33Q: 3 clusters Score -1.494515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -14945144.000000 Penalty: 5801.957031
	Iteration 34Q: 3 clusters Score -1.494514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 118589 members 
Entering Unmasked Estep 
Score: -14945142.000000 Penalty: 5801.957031
	Iteration 35Q: 3 clusters Score -1.494514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -14945150.000000 Penalty: 5801.957031
	Iteration 36Q: 3 clusters Score -1.494515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -14945145.000000 Penalty: 5801.957031
	Iteration 37Q: 3 clusters Score -1.494514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 118595 members 
Entering Unmasked Estep 
Score: -14945141.000000 Penalty: 5801.957031
	Iteration 38Q: 3 clusters Score -1.494514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 118597 members 
Entering Unmasked Estep 
Score: -14945133.000000 Penalty: 5801.957031
	Iteration 39Q: 3 clusters Score -1.494513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 118598 members 
Entering Unmasked Estep 
Score: -14945135.000000 Penalty: 5801.957031
	Iteration 40F: 3 clusters Score -1.494514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -14945133.000000 Penalty: 5801.957031
	Iteration 41Q: 3 clusters Score -1.494513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -14945125.000000 Penalty: 5801.957031
	Iteration 42Q: 3 clusters Score -1.494512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -14945125.000000 Penalty: 5801.957031
	Iteration 43F: 3 clusters Score -1.494512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -765352.937500 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -765352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -760023.187500 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -760023.2 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -761442.250000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -761442.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -761785.375000 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -761785.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -762056.812500 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -762056.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -762281.312500 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -762281.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -762462.562500 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -762462.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -762625.500000 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -762625.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -762837.062500 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -762837.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -763114.062500 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -763114.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -763483.875000 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -763483.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -763882.687500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -763882.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -764289.750000 Penalty: 4332.341797
	Iteration 11F: 3 clusters Score -764289.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -764601.625000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -764601.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -764802.937500 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -764802.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -764917.312500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -764917.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -764996.812500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -764996.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -765056.500000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -765056.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -765092.625000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -765092.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -765123.812500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -765123.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -765143.812500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -765143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -765155.312500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -765155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -765167.937500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -765167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -765193.562500 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -765193.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -765233.062500 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -765233.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -765305.125000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -765305.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -765340.312500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -765340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -765346.062500 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -765346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -765349.437500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -765349.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -765352.937500 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -765352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -765355.562500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -765355.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -765357.375000 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -765357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -765360.000000 Penalty: 4332.341797
	Iteration 31Q: 3 clusters Score -765360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -765359.750000 Penalty: 4332.341797
	Iteration 32Q: 3 clusters Score -765359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -765363.000000 Penalty: 4332.341797
	Iteration 33Q: 3 clusters Score -765363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -765365.375000 Penalty: 4332.341797
	Iteration 34Q: 3 clusters Score -765365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -765366.937500 Penalty: 4332.341797
	Iteration 35Q: 3 clusters Score -765366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -765367.937500 Penalty: 4332.341797
	Iteration 36Q: 3 clusters Score -765367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -765368.625000 Penalty: 4332.341797
	Iteration 37Q: 3 clusters Score -765368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -765368.750000 Penalty: 4332.341797
	Iteration 38Q: 3 clusters Score -765368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -765367.687500 Penalty: 4332.341797
	Iteration 39Q: 3 clusters Score -765367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -765367.687500 Penalty: 4332.341797
	Iteration 40F: 3 clusters Score -765367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126076 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134621 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222918 members 
Mstep: Class 12 contains 20228 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48931 members 
Mstep: Class 17 contains 145457 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47164 members 
Mstep: Class 29 contains 120270 members 
Mstep: Class 30 contains 4532 members 
Mstep: Class 31 contains 235702 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Mstep: Class 36 contains 1682 members 
Entering Unmasked Estep 
Score: -181096784.000000 Penalty: 126379.453125
Splitting cluster 30 changes total score from -181097520.000000 to -181096784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (235702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235702 members 
Entering Unmasked Estep 
Score: -31534446.000000 Penalty: 3067.840088
	Iteration 0F: 2 clusters Score -3.153445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -31396926.000000 Penalty: 6135.680176
	Iteration 0F: 3 clusters Score -3.139693e+07 nChanged 113209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -31463214.000000 Penalty: 6135.680176
	Iteration 1F: 3 clusters Score -3.146321e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -31464060.000000 Penalty: 6135.680176
	Iteration 2Q: 3 clusters Score -3.146406e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -31465210.000000 Penalty: 6135.680176
	Iteration 3Q: 3 clusters Score -3.146521e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -31466750.000000 Penalty: 6135.680176
	Iteration 4Q: 3 clusters Score -3.146675e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 134876 members 
Entering Unmasked Estep 
Score: -31469104.000000 Penalty: 6135.680176
	Iteration 5Q: 3 clusters Score -3.14691e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 143516 members 
Entering Unmasked Estep 
Score: -31472662.000000 Penalty: 6135.680176
	Iteration 6Q: 3 clusters Score -3.147266e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -31478824.000000 Penalty: 6135.680176
	Iteration 7F: 3 clusters Score -3.147882e+07 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 171811 members 
Entering Unmasked Estep 
Score: -31489054.000000 Penalty: 6135.680176
	Iteration 8F: 3 clusters Score -3.148905e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 191121 members 
Entering Unmasked Estep 
Score: -31503310.000000 Penalty: 6135.680176
	Iteration 9F: 3 clusters Score -3.150331e+07 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 210628 members 
Entering Unmasked Estep 
Score: -31516652.000000 Penalty: 6135.680176
	Iteration 10F: 3 clusters Score -3.151665e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 225098 members 
Entering Unmasked Estep 
Score: -31526186.000000 Penalty: 6135.680176
	Iteration 11F: 3 clusters Score -3.152619e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -31529628.000000 Penalty: 6135.680176
	Iteration 12Q: 3 clusters Score -3.152963e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 234658 members 
Entering Unmasked Estep 
Score: -31530962.000000 Penalty: 6135.680176
	Iteration 13Q: 3 clusters Score -3.153096e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 235285 members 
Entering Unmasked Estep 
Score: -31531300.000000 Penalty: 6135.680176
	Iteration 14Q: 3 clusters Score -3.15313e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235441 members 
Entering Unmasked Estep 
Score: -31531504.000000 Penalty: 6135.680176
	Iteration 15Q: 3 clusters Score -3.15315e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 235493 members 
Entering Unmasked Estep 
Score: -31531594.000000 Penalty: 6135.680176
	Iteration 16Q: 3 clusters Score -3.153159e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235516 members 
Entering Unmasked Estep 
Score: -31531652.000000 Penalty: 6135.680176
	Iteration 17Q: 3 clusters Score -3.153165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -31531662.000000 Penalty: 6135.680176
	Iteration 18Q: 3 clusters Score -3.153166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 235524 members 
Entering Unmasked Estep 
Score: -31531668.000000 Penalty: 6135.680176
	Iteration 19Q: 3 clusters Score -3.153167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -31531674.000000 Penalty: 6135.680176
	Iteration 20F: 3 clusters Score -3.153167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -31531670.000000 Penalty: 6135.680176
	Iteration 21Q: 3 clusters Score -3.153167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -31531670.000000 Penalty: 6135.680176
	Iteration 22F: 3 clusters Score -3.153167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -53236.890625 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -53236.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51768.664062 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -51768.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51962.394531 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -51962.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52042.062500 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -52042.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52108.398438 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -52108.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52187.195312 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -52187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52344.277344 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -52344.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52450.175781 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -52450.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52473.933594 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -52473.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52483.796875 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -52483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52486.679688 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -52486.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52487.636719 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -52487.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52487.636719 Penalty: 3060.126709
	Iteration 11F: 3 clusters Score -52487.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -201009.453125 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -201009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198660.281250 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198660.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199064.640625 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -199064.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -199196.546875 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199196.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199283.375000 Penalty: 3655.322021
	Iteration 3Q: 3 clusters Score -199283.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -199354.312500 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -199354.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -199399.312500 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -199399.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199440.156250 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -199440.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199468.359375 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -199468.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -199491.500000 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -199491.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -199514.750000 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -199514.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199529.921875 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -199529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199540.250000 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -199540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199552.828125 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -199552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199559.687500 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -199559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199567.296875 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -199567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -199575.156250 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -199575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -199581.812500 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -199581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -199585.812500 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -199585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -199588.968750 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -199589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -199590.343750 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -199590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -199591.156250 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -199591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199591.328125 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -199591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199591.328125 Penalty: 3655.322021
	Iteration 22F: 3 clusters Score -199591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -579646.500000 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -579646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -575448.062500 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -575448.1 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -576412.625000 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -576412.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -576608.375000 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -576608.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -576727.000000 Penalty: 4165.946289
	Iteration 3Q: 3 clusters Score -576727 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -576811.875000 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -576811.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -576890.437500 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -576890.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -576984.937500 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -576984.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -577083.562500 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -577083.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -577165.812500 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -577165.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -577247.500000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -577247.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -577341.312500 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -577341.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -577423.250000 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -577423.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -577482.937500 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -577482.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -577534.750000 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -577534.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -577575.187500 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -577575.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -577603.062500 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -577603.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -577633.812500 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -577633.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -577665.687500 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -577665.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -577691.562500 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -577691.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -577710.250000 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -577710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -577724.625000 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -577724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -577741.937500 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -577741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -577758.750000 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -577758.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -577770.125000 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -577770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -577778.750000 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -577778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -577786.250000 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -577786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -577792.750000 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -577792.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -577801.250000 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -577801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -577810.375000 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -577810.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -577817.375000 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -577817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -577826.875000 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -577826.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -577837.375000 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -577837.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -577848.500000 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -577848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -577857.000000 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -577857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -577860.250000 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -577860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -577862.625000 Penalty: 4165.946289
	Iteration 35Q: 3 clusters Score -577862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -577865.250000 Penalty: 4165.946289
	Iteration 36Q: 3 clusters Score -577865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -577866.625000 Penalty: 4165.946289
	Iteration 37Q: 3 clusters Score -577866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -577867.312500 Penalty: 4165.946289
	Iteration 38Q: 3 clusters Score -577867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -577868.062500 Penalty: 4165.946289
	Iteration 39Q: 3 clusters Score -577868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -577870.250000 Penalty: 4165.946289
	Iteration 40F: 3 clusters Score -577870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -577871.500000 Penalty: 4165.946289
	Iteration 41Q: 3 clusters Score -577871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -577872.062500 Penalty: 4165.946289
	Iteration 42Q: 3 clusters Score -577872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -577872.187500 Penalty: 4165.946289
	Iteration 43Q: 3 clusters Score -577872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -577872.187500 Penalty: 4165.946289
	Iteration 44F: 3 clusters Score -577872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -537966.562500 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -537966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -533922.500000 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -533922.5 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -534891.000000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -534891 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -535085.687500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -535085.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -535240.500000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -535240.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -535358.062500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -535358.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -535448.875000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -535448.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -535534.187500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -535534.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -535610.000000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -535610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -535673.500000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -535673.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -535732.812500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -535732.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -535791.937500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -535791.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -535852.812500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -535852.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -535919.062500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -535919.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -535984.125000 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -535984.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -536028.000000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -536028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -536077.312500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -536077.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -536120.250000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -536120.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -536166.437500 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -536166.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -536203.312500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -536203.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -536225.000000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -536225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -536244.687500 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -536244.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -536262.187500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -536262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -536275.937500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -536275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -536284.562500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -536284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -536288.500000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -536288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -536291.937500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -536291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -536298.437500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -536298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -536300.937500 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -536300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -536303.187500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -536303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -536303.000000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -536303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -536303.000000 Penalty: 4144.734863
	Iteration 30F: 3 clusters Score -536303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126076 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134621 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222918 members 
Mstep: Class 12 contains 20228 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48931 members 
Mstep: Class 17 contains 145457 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47164 members 
Mstep: Class 29 contains 120270 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235702 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1587 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097552.000000 Penalty: 122868.914062
Iteration 159Q: 36 clusters Score -1.810976e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126078 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23608 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 134616 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222916 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48929 members 
Mstep: Class 17 contains 145498 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71751 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47159 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235698 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 160F: 36 clusters Score -1.810977e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126078 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 25293 members 
Mstep: Class 7 contains 134610 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222919 members 
Mstep: Class 12 contains 20234 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 145527 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47156 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235697 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1589 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097696.000000 Penalty: 122868.914062
Iteration 161Q: 36 clusters Score -1.810977e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126079 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 134607 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222915 members 
Mstep: Class 12 contains 20239 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48931 members 
Mstep: Class 17 contains 145557 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71750 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47151 members 
Mstep: Class 29 contains 120271 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235686 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097664.000000 Penalty: 122868.914062
Iteration 162Q: 36 clusters Score -1.810977e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126078 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23606 members 
Mstep: Class 6 contains 25289 members 
Mstep: Class 7 contains 134608 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222915 members 
Mstep: Class 12 contains 20244 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48934 members 
Mstep: Class 17 contains 145578 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47148 members 
Mstep: Class 29 contains 120268 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235685 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097712.000000 Penalty: 122868.914062
Iteration 163Q: 36 clusters Score -1.810977e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126079 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23605 members 
Mstep: Class 6 contains 25291 members 
Mstep: Class 7 contains 134608 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222917 members 
Mstep: Class 12 contains 20249 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48937 members 
Mstep: Class 17 contains 145595 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71741 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47143 members 
Mstep: Class 29 contains 120264 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235686 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 164Q: 36 clusters Score -1.810977e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 126080 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23603 members 
Mstep: Class 6 contains 25293 members 
Mstep: Class 7 contains 134607 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222916 members 
Mstep: Class 12 contains 20256 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145609 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71741 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47143 members 
Mstep: Class 29 contains 120259 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235686 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097728.000000 Penalty: 122868.914062
Iteration 165Q: 36 clusters Score -1.810977e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126080 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23601 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134604 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222914 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48942 members 
Mstep: Class 17 contains 145626 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71741 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47141 members 
Mstep: Class 29 contains 120252 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235684 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097792.000000 Penalty: 122868.914062
Iteration 166Q: 36 clusters Score -1.810978e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126080 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23599 members 
Mstep: Class 6 contains 25293 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 13223 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222917 members 
Mstep: Class 12 contains 20279 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 145640 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71740 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29357 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47138 members 
Mstep: Class 29 contains 120250 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235681 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097776.000000 Penalty: 122868.914062
Iteration 167Q: 36 clusters Score -1.810978e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126078 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23600 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134601 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222913 members 
Mstep: Class 12 contains 20290 members 
Mstep: Class 13 contains 22444 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 48948 members 
Mstep: Class 17 contains 145653 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71736 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29356 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5765 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47135 members 
Mstep: Class 29 contains 120253 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235679 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097712.000000 Penalty: 122868.914062
Iteration 168Q: 36 clusters Score -1.810977e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126077 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23599 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134601 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222907 members 
Mstep: Class 12 contains 20302 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48950 members 
Mstep: Class 17 contains 145672 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71735 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29356 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47131 members 
Mstep: Class 29 contains 120250 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235677 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097952.000000 Penalty: 122868.914062
Iteration 169Q: 36 clusters Score -1.81098e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126076 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23598 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 22450 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14212 members 
Mstep: Class 16 contains 48946 members 
Mstep: Class 17 contains 145686 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71736 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29356 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47129 members 
Mstep: Class 29 contains 120250 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235677 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097920.000000 Penalty: 122868.914062
Iteration 170Q: 36 clusters Score -1.810979e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126074 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 23595 members 
Mstep: Class 6 contains 25292 members 
Mstep: Class 7 contains 134601 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20324 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145690 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71734 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29356 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47123 members 
Mstep: Class 29 contains 120254 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235674 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097856.000000 Penalty: 122868.914062
Iteration 171Q: 36 clusters Score -1.810979e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126074 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23591 members 
Mstep: Class 6 contains 25293 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145698 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71734 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 29356 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47119 members 
Mstep: Class 29 contains 120255 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097920.000000 Penalty: 122868.914062
Iteration 172Q: 36 clusters Score -1.810979e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126072 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 222901 members 
Mstep: Class 12 contains 20344 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 145696 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71734 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47117 members 
Mstep: Class 29 contains 120266 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235670 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097872.000000 Penalty: 122868.914062
Iteration 173Q: 36 clusters Score -1.810979e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126070 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 25296 members 
Mstep: Class 7 contains 134599 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20348 members 
Mstep: Class 13 contains 22457 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48942 members 
Mstep: Class 17 contains 145699 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71733 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47113 members 
Mstep: Class 29 contains 120266 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235671 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097856.000000 Penalty: 122868.914062
Iteration 174Q: 36 clusters Score -1.810979e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126065 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 222909 members 
Mstep: Class 12 contains 20353 members 
Mstep: Class 13 contains 22463 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48943 members 
Mstep: Class 17 contains 145704 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71730 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47111 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235665 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097936.000000 Penalty: 122868.914062
Iteration 175Q: 36 clusters Score -1.810979e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126063 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25296 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 222907 members 
Mstep: Class 12 contains 20356 members 
Mstep: Class 13 contains 22464 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48940 members 
Mstep: Class 17 contains 145711 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71727 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47106 members 
Mstep: Class 29 contains 120274 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235668 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097984.000000 Penalty: 122868.914062
Iteration 176Q: 36 clusters Score -1.81098e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126061 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 134599 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 222907 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145722 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71727 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47102 members 
Mstep: Class 29 contains 120271 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098032.000000 Penalty: 122868.914062
Iteration 177Q: 36 clusters Score -1.81098e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126062 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25296 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145726 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71726 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47100 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235672 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181098016.000000 Penalty: 122868.914062
Iteration 178Q: 36 clusters Score -1.81098e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126062 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20362 members 
Mstep: Class 13 contains 22469 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145731 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71726 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47100 members 
Mstep: Class 29 contains 120272 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235670 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097888.000000 Penalty: 122868.914062
Iteration 179Q: 36 clusters Score -1.810979e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126061 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13453 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145736 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71726 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47098 members 
Mstep: Class 29 contains 120273 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235667 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097808.000000 Penalty: 122868.914062
Iteration 180F: 36 clusters Score -1.810978e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126058 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134601 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 222908 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22474 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145732 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71726 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47098 members 
Mstep: Class 29 contains 120273 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235665 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097888.000000 Penalty: 122868.914062
Iteration 181Q: 36 clusters Score -1.810979e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126056 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134602 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22474 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145735 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71725 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47096 members 
Mstep: Class 29 contains 120275 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235668 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097856.000000 Penalty: 122868.914062
Iteration 182Q: 36 clusters Score -1.810979e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126055 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134603 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 14213 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145739 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71724 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47094 members 
Mstep: Class 29 contains 120277 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235667 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097808.000000 Penalty: 122868.914062
Iteration 183Q: 36 clusters Score -1.810978e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126055 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134603 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 222903 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145741 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71723 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29353 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47093 members 
Mstep: Class 29 contains 120277 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097744.000000 Penalty: 122868.914062
Iteration 184Q: 36 clusters Score -1.810977e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134602 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13457 members 
Mstep: Class 11 contains 222903 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145740 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71723 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8046 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47093 members 
Mstep: Class 29 contains 120278 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097696.000000 Penalty: 122868.914062
Iteration 185Q: 36 clusters Score -1.810977e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134600 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145740 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71723 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47093 members 
Mstep: Class 29 contains 120278 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097744.000000 Penalty: 122868.914062
Iteration 186Q: 36 clusters Score -1.810977e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48938 members 
Mstep: Class 17 contains 145745 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71722 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47092 members 
Mstep: Class 29 contains 120278 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 187Q: 36 clusters Score -1.810977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134596 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48939 members 
Mstep: Class 17 contains 145746 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47091 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235669 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097696.000000 Penalty: 122868.914062
Iteration 188Q: 36 clusters Score -1.810977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134595 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48941 members 
Mstep: Class 17 contains 145745 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47089 members 
Mstep: Class 29 contains 120280 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235670 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097632.000000 Penalty: 122868.914062
Iteration 189Q: 36 clusters Score -1.810976e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134594 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48944 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47087 members 
Mstep: Class 29 contains 120278 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097600.000000 Penalty: 122868.914062
Iteration 190Q: 36 clusters Score -1.810976e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134594 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48943 members 
Mstep: Class 17 contains 145741 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47087 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235676 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097584.000000 Penalty: 122868.914062
Iteration 191Q: 36 clusters Score -1.810976e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134595 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48944 members 
Mstep: Class 17 contains 145741 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47086 members 
Mstep: Class 29 contains 120278 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235675 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097648.000000 Penalty: 122868.914062
Iteration 192Q: 36 clusters Score -1.810976e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134597 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222904 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 145742 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47084 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235674 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097664.000000 Penalty: 122868.914062
Iteration 193Q: 36 clusters Score -1.810977e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134596 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 145743 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47083 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235674 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097648.000000 Penalty: 122868.914062
Iteration 194Q: 36 clusters Score -1.810976e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134596 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48946 members 
Mstep: Class 17 contains 145742 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47083 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235674 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097680.000000 Penalty: 122868.914062
Iteration 195Q: 36 clusters Score -1.810977e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134595 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222906 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48946 members 
Mstep: Class 17 contains 145743 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47082 members 
Mstep: Class 29 contains 120280 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097664.000000 Penalty: 122868.914062
Iteration 196Q: 36 clusters Score -1.810977e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134596 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222905 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48946 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47081 members 
Mstep: Class 29 contains 120280 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097664.000000 Penalty: 122868.914062
Iteration 197Q: 36 clusters Score -1.810977e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222904 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47080 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097712.000000 Penalty: 122868.914062
Iteration 198Q: 36 clusters Score -1.810977e+08 nChanged 0
Entering ConstructFrom: 
Score: -181097712.000000 Penalty: 122868.914062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -397225.593750 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -397225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393843.843750 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -393843.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -394520.187500 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -394520.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -394661.687500 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -394661.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -394748.312500 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -394748.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -394796.062500 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -394796.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -394835.406250 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -394835.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -394870.000000 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -394870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -394895.531250 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -394895.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -394922.250000 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -394922.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -394952.500000 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -394952.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -394987.718750 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -394987.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -395023.000000 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -395023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -395058.968750 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -395059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -395083.906250 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -395083.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -395103.937500 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -395103.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -395124.218750 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -395124.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -395142.562500 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -395142.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -395155.687500 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -395155.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -395166.187500 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -395166.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -395172.000000 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -395172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -395177.687500 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -395177.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -395186.843750 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -395186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -395193.000000 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -395193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -395198.250000 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -395198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -395201.093750 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -395201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -395202.468750 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -395202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -395203.468750 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -395203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -395205.000000 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -395205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -395207.468750 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -395207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -395207.875000 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -395207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -395207.875000 Penalty: 3996.301758
	Iteration 30F: 3 clusters Score -395207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Entering Unmasked Estep 
Score: -2052888.375000 Penalty: 2396.851074
	Iteration 0F: 2 clusters Score -2052888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2041579.250000 Penalty: 4793.702148
	Iteration 0F: 3 clusters Score -2041579 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2045385.750000 Penalty: 4793.702148
	Iteration 1F: 3 clusters Score -2045386 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2045964.375000 Penalty: 4793.702148
	Iteration 2F: 3 clusters Score -2045964 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2046681.000000 Penalty: 4793.702148
	Iteration 3F: 3 clusters Score -2046681 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2047533.750000 Penalty: 4793.702148
	Iteration 4F: 3 clusters Score -2047534 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2048419.875000 Penalty: 4793.702148
	Iteration 5F: 3 clusters Score -2048420 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2049176.125000 Penalty: 4793.702148
	Iteration 6F: 3 clusters Score -2049176 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2049701.125000 Penalty: 4793.702148
	Iteration 7F: 3 clusters Score -2049701 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2050072.625000 Penalty: 4793.702148
	Iteration 8Q: 3 clusters Score -2050073 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2050314.750000 Penalty: 4793.702148
	Iteration 9Q: 3 clusters Score -2050315 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2050485.875000 Penalty: 4793.702148
	Iteration 10Q: 3 clusters Score -2050486 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2050575.375000 Penalty: 4793.702148
	Iteration 11Q: 3 clusters Score -2050575 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2050642.750000 Penalty: 4793.702148
	Iteration 12Q: 3 clusters Score -2050643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2050693.875000 Penalty: 4793.702148
	Iteration 13Q: 3 clusters Score -2050694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2050744.625000 Penalty: 4793.702148
	Iteration 14Q: 3 clusters Score -2050745 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2050786.000000 Penalty: 4793.702148
	Iteration 15Q: 3 clusters Score -2050786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2050820.125000 Penalty: 4793.702148
	Iteration 16Q: 3 clusters Score -2050820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2050846.875000 Penalty: 4793.702148
	Iteration 17Q: 3 clusters Score -2050847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2050872.875000 Penalty: 4793.702148
	Iteration 18Q: 3 clusters Score -2050873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2050900.375000 Penalty: 4793.702148
	Iteration 19Q: 3 clusters Score -2050900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2050920.375000 Penalty: 4793.702148
	Iteration 20F: 3 clusters Score -2050920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2050940.250000 Penalty: 4793.702148
	Iteration 21Q: 3 clusters Score -2050940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2050957.250000 Penalty: 4793.702148
	Iteration 22Q: 3 clusters Score -2050957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2050967.875000 Penalty: 4793.702148
	Iteration 23Q: 3 clusters Score -2050968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2050973.875000 Penalty: 4793.702148
	Iteration 24Q: 3 clusters Score -2050974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2050979.125000 Penalty: 4793.702148
	Iteration 25Q: 3 clusters Score -2050979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2050987.750000 Penalty: 4793.702148
	Iteration 26Q: 3 clusters Score -2050988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2050996.750000 Penalty: 4793.702148
	Iteration 27Q: 3 clusters Score -2050997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2051002.875000 Penalty: 4793.702148
	Iteration 28Q: 3 clusters Score -2051003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2051006.500000 Penalty: 4793.702148
	Iteration 29Q: 3 clusters Score -2051006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2051010.500000 Penalty: 4793.702148
	Iteration 30Q: 3 clusters Score -2051010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2051015.000000 Penalty: 4793.702148
	Iteration 31Q: 3 clusters Score -2051015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2051013.125000 Penalty: 4793.702148
	Iteration 32Q: 3 clusters Score -2051013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2051019.125000 Penalty: 4793.702148
	Iteration 33Q: 3 clusters Score -2051019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2051028.625000 Penalty: 4793.702148
	Iteration 34Q: 3 clusters Score -2051029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2051034.500000 Penalty: 4793.702148
	Iteration 35Q: 3 clusters Score -2051034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2051033.750000 Penalty: 4793.702148
	Iteration 36Q: 3 clusters Score -2051034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2051039.250000 Penalty: 4793.702148
	Iteration 37Q: 3 clusters Score -2051039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2051045.625000 Penalty: 4793.702148
	Iteration 38Q: 3 clusters Score -2051046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2051051.125000 Penalty: 4793.702148
	Iteration 39Q: 3 clusters Score -2051051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2051055.750000 Penalty: 4793.702148
	Iteration 40F: 3 clusters Score -2051056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2051054.500000 Penalty: 4793.702148
	Iteration 41Q: 3 clusters Score -2051054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2051062.625000 Penalty: 4793.702148
	Iteration 42Q: 3 clusters Score -2051063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2051067.000000 Penalty: 4793.702148
	Iteration 43Q: 3 clusters Score -2051067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2051067.375000 Penalty: 4793.702148
	Iteration 44Q: 3 clusters Score -2051067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2051073.750000 Penalty: 4793.702148
	Iteration 45Q: 3 clusters Score -2051074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2051075.875000 Penalty: 4793.702148
	Iteration 46Q: 3 clusters Score -2051076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2051085.250000 Penalty: 4793.702148
	Iteration 47Q: 3 clusters Score -2051085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2051088.125000 Penalty: 4793.702148
	Iteration 48Q: 3 clusters Score -2051088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2051099.125000 Penalty: 4793.702148
	Iteration 49Q: 3 clusters Score -2051099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2051104.500000 Penalty: 4793.702148
	Iteration 50Q: 3 clusters Score -2051104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2051113.125000 Penalty: 4793.702148
	Iteration 51Q: 3 clusters Score -2051113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2051116.375000 Penalty: 4793.702148
	Iteration 52Q: 3 clusters Score -2051116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2051120.250000 Penalty: 4793.702148
	Iteration 53Q: 3 clusters Score -2051120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2051122.000000 Penalty: 4793.702148
	Iteration 54Q: 3 clusters Score -2051122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2051133.750000 Penalty: 4793.702148
	Iteration 55Q: 3 clusters Score -2051134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2051135.500000 Penalty: 4793.702148
	Iteration 56Q: 3 clusters Score -2051136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2051138.375000 Penalty: 4793.702148
	Iteration 57Q: 3 clusters Score -2051138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2051142.375000 Penalty: 4793.702148
	Iteration 58Q: 3 clusters Score -2051142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2051144.750000 Penalty: 4793.702148
	Iteration 59Q: 3 clusters Score -2051145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2051155.000000 Penalty: 4793.702148
	Iteration 60F: 3 clusters Score -2051155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2051162.625000 Penalty: 4793.702148
	Iteration 61Q: 3 clusters Score -2051163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2051165.000000 Penalty: 4793.702148
	Iteration 62Q: 3 clusters Score -2051165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2051169.750000 Penalty: 4793.702148
	Iteration 63Q: 3 clusters Score -2051170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2051174.750000 Penalty: 4793.702148
	Iteration 64Q: 3 clusters Score -2051175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2051178.625000 Penalty: 4793.702148
	Iteration 65Q: 3 clusters Score -2051179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2051179.250000 Penalty: 4793.702148
	Iteration 66Q: 3 clusters Score -2051179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2051190.000000 Penalty: 4793.702148
	Iteration 67Q: 3 clusters Score -2051190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2051194.750000 Penalty: 4793.702148
	Iteration 68Q: 3 clusters Score -2051195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2051198.125000 Penalty: 4793.702148
	Iteration 69Q: 3 clusters Score -2051198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2051202.500000 Penalty: 4793.702148
	Iteration 70Q: 3 clusters Score -2051202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2051209.000000 Penalty: 4793.702148
	Iteration 71Q: 3 clusters Score -2051209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2051223.500000 Penalty: 4793.702148
	Iteration 72Q: 3 clusters Score -2051224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2051234.125000 Penalty: 4793.702148
	Iteration 73Q: 3 clusters Score -2051234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2051249.875000 Penalty: 4793.702148
	Iteration 74Q: 3 clusters Score -2051250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2051261.875000 Penalty: 4793.702148
	Iteration 75Q: 3 clusters Score -2051262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2051268.625000 Penalty: 4793.702148
	Iteration 76Q: 3 clusters Score -2051269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2051282.125000 Penalty: 4793.702148
	Iteration 77Q: 3 clusters Score -2051282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2051292.250000 Penalty: 4793.702148
	Iteration 78Q: 3 clusters Score -2051292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2051300.375000 Penalty: 4793.702148
	Iteration 79Q: 3 clusters Score -2051300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2051310.875000 Penalty: 4793.702148
	Iteration 80F: 3 clusters Score -2051311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2051323.750000 Penalty: 4793.702148
	Iteration 81Q: 3 clusters Score -2051324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2051331.125000 Penalty: 4793.702148
	Iteration 82Q: 3 clusters Score -2051331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2051340.250000 Penalty: 4793.702148
	Iteration 83Q: 3 clusters Score -2051340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2051340.125000 Penalty: 4793.702148
	Iteration 84Q: 3 clusters Score -2051340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2051352.375000 Penalty: 4793.702148
	Iteration 85Q: 3 clusters Score -2051352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2051366.375000 Penalty: 4793.702148
	Iteration 86Q: 3 clusters Score -2051366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2051371.875000 Penalty: 4793.702148
	Iteration 87Q: 3 clusters Score -2051372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2051383.625000 Penalty: 4793.702148
	Iteration 88Q: 3 clusters Score -2051384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2051397.000000 Penalty: 4793.702148
	Iteration 89Q: 3 clusters Score -2051397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2051410.750000 Penalty: 4793.702148
	Iteration 90Q: 3 clusters Score -2051411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2051420.625000 Penalty: 4793.702148
	Iteration 91Q: 3 clusters Score -2051421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2051432.375000 Penalty: 4793.702148
	Iteration 92Q: 3 clusters Score -2051432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2051439.125000 Penalty: 4793.702148
	Iteration 93Q: 3 clusters Score -2051439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2051456.125000 Penalty: 4793.702148
	Iteration 94Q: 3 clusters Score -2051456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2051458.625000 Penalty: 4793.702148
	Iteration 95Q: 3 clusters Score -2051459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2051466.500000 Penalty: 4793.702148
	Iteration 96Q: 3 clusters Score -2051466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2051475.750000 Penalty: 4793.702148
	Iteration 97Q: 3 clusters Score -2051476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2051482.750000 Penalty: 4793.702148
	Iteration 98Q: 3 clusters Score -2051483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2051490.500000 Penalty: 4793.702148
	Iteration 99Q: 3 clusters Score -2051490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2051495.750000 Penalty: 4793.702148
	Iteration 100F: 3 clusters Score -2051496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2051496.875000 Penalty: 4793.702148
	Iteration 101Q: 3 clusters Score -2051497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2051502.500000 Penalty: 4793.702148
	Iteration 102Q: 3 clusters Score -2051502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2051501.750000 Penalty: 4793.702148
	Iteration 103Q: 3 clusters Score -2051502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2051508.500000 Penalty: 4793.702148
	Iteration 104Q: 3 clusters Score -2051508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2051506.250000 Penalty: 4793.702148
	Iteration 105Q: 3 clusters Score -2051506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2051507.625000 Penalty: 4793.702148
	Iteration 106Q: 3 clusters Score -2051508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2051509.625000 Penalty: 4793.702148
	Iteration 107Q: 3 clusters Score -2051510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2051510.750000 Penalty: 4793.702148
	Iteration 108Q: 3 clusters Score -2051511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2051512.750000 Penalty: 4793.702148
	Iteration 109Q: 3 clusters Score -2051513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2051518.625000 Penalty: 4793.702148
	Iteration 110Q: 3 clusters Score -2051519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2051523.500000 Penalty: 4793.702148
	Iteration 111Q: 3 clusters Score -2051524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2051528.375000 Penalty: 4793.702148
	Iteration 112Q: 3 clusters Score -2051528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2051533.750000 Penalty: 4793.702148
	Iteration 113Q: 3 clusters Score -2051534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2051533.500000 Penalty: 4793.702148
	Iteration 114Q: 3 clusters Score -2051534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2051536.625000 Penalty: 4793.702148
	Iteration 115Q: 3 clusters Score -2051537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2051543.000000 Penalty: 4793.702148
	Iteration 116Q: 3 clusters Score -2051543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2051549.500000 Penalty: 4793.702148
	Iteration 117Q: 3 clusters Score -2051550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2051550.250000 Penalty: 4793.702148
	Iteration 118Q: 3 clusters Score -2051550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2051550.000000 Penalty: 4793.702148
	Iteration 119Q: 3 clusters Score -2051550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2051551.875000 Penalty: 4793.702148
	Iteration 120F: 3 clusters Score -2051552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2051551.750000 Penalty: 4793.702148
	Iteration 121Q: 3 clusters Score -2051552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2051552.625000 Penalty: 4793.702148
	Iteration 122Q: 3 clusters Score -2051553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2051553.000000 Penalty: 4793.702148
	Iteration 123Q: 3 clusters Score -2051553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2051558.250000 Penalty: 4793.702148
	Iteration 124Q: 3 clusters Score -2051558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2051557.625000 Penalty: 4793.702148
	Iteration 125Q: 3 clusters Score -2051558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2051558.500000 Penalty: 4793.702148
	Iteration 126Q: 3 clusters Score -2051558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2051559.000000 Penalty: 4793.702148
	Iteration 127Q: 3 clusters Score -2051559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2051558.375000 Penalty: 4793.702148
	Iteration 128Q: 3 clusters Score -2051558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2051563.125000 Penalty: 4793.702148
	Iteration 129Q: 3 clusters Score -2051563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2051564.750000 Penalty: 4793.702148
	Iteration 130Q: 3 clusters Score -2051565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2051564.125000 Penalty: 4793.702148
	Iteration 131Q: 3 clusters Score -2051564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2051568.000000 Penalty: 4793.702148
	Iteration 132Q: 3 clusters Score -2051568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2051566.000000 Penalty: 4793.702148
	Iteration 133Q: 3 clusters Score -2051566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2051566.000000 Penalty: 4793.702148
	Iteration 134F: 3 clusters Score -2051566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Entering Unmasked Estep 
Score: -16586634.000000 Penalty: 2912.627441
	Iteration 0F: 2 clusters Score -1.658663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -16502393.000000 Penalty: 5825.254883
	Iteration 0F: 3 clusters Score -1.650239e+07 nChanged 60146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -16536645.000000 Penalty: 5825.254883
	Iteration 1F: 3 clusters Score -1.653664e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -16537307.000000 Penalty: 5825.254883
	Iteration 2Q: 3 clusters Score -1.653731e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -16537914.000000 Penalty: 5825.254883
	Iteration 3Q: 3 clusters Score -1.653791e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -16538495.000000 Penalty: 5825.254883
	Iteration 4Q: 3 clusters Score -1.65385e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -16539255.000000 Penalty: 5825.254883
	Iteration 5Q: 3 clusters Score -1.653926e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -16540131.000000 Penalty: 5825.254883
	Iteration 6Q: 3 clusters Score -1.654013e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -16541160.000000 Penalty: 5825.254883
	Iteration 7Q: 3 clusters Score -1.654116e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -16542618.000000 Penalty: 5825.254883
	Iteration 8Q: 3 clusters Score -1.654262e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -16544222.000000 Penalty: 5825.254883
	Iteration 9Q: 3 clusters Score -1.654422e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -16546922.000000 Penalty: 5825.254883
	Iteration 10Q: 3 clusters Score -1.654692e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -16550677.000000 Penalty: 5825.254883
	Iteration 11F: 3 clusters Score -1.655068e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -16555309.000000 Penalty: 5825.254883
	Iteration 12F: 3 clusters Score -1.655531e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -16559567.000000 Penalty: 5825.254883
	Iteration 13F: 3 clusters Score -1.655957e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -16561823.000000 Penalty: 5825.254883
	Iteration 14Q: 3 clusters Score -1.656182e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -16562629.000000 Penalty: 5825.254883
	Iteration 15Q: 3 clusters Score -1.656263e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -16562898.000000 Penalty: 5825.254883
	Iteration 16Q: 3 clusters Score -1.65629e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -16563086.000000 Penalty: 5825.254883
	Iteration 17Q: 3 clusters Score -1.656309e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -16563233.000000 Penalty: 5825.254883
	Iteration 18Q: 3 clusters Score -1.656323e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -16563491.000000 Penalty: 5825.254883
	Iteration 19Q: 3 clusters Score -1.656349e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -16563677.000000 Penalty: 5825.254883
	Iteration 20F: 3 clusters Score -1.656368e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -16563922.000000 Penalty: 5825.254883
	Iteration 21Q: 3 clusters Score -1.656392e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -16564186.000000 Penalty: 5825.254883
	Iteration 22Q: 3 clusters Score -1.656419e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -16564554.000000 Penalty: 5825.254883
	Iteration 23Q: 3 clusters Score -1.656455e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -16564927.000000 Penalty: 5825.254883
	Iteration 24Q: 3 clusters Score -1.656493e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -16565371.000000 Penalty: 5825.254883
	Iteration 25Q: 3 clusters Score -1.656537e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -16565879.000000 Penalty: 5825.254883
	Iteration 26Q: 3 clusters Score -1.656588e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -16566485.000000 Penalty: 5825.254883
	Iteration 27Q: 3 clusters Score -1.656648e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -16567049.000000 Penalty: 5825.254883
	Iteration 28Q: 3 clusters Score -1.656705e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -16567716.000000 Penalty: 5825.254883
	Iteration 29Q: 3 clusters Score -1.656772e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -16568312.000000 Penalty: 5825.254883
	Iteration 30Q: 3 clusters Score -1.656831e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -16569174.000000 Penalty: 5825.254883
	Iteration 31Q: 3 clusters Score -1.656917e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -16570221.000000 Penalty: 5825.254883
	Iteration 32Q: 3 clusters Score -1.657022e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -16571132.000000 Penalty: 5825.254883
	Iteration 33Q: 3 clusters Score -1.657113e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -16572229.000000 Penalty: 5825.254883
	Iteration 34Q: 3 clusters Score -1.657223e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -16573256.000000 Penalty: 5825.254883
	Iteration 35Q: 3 clusters Score -1.657326e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 110199 members 
Entering Unmasked Estep 
Score: -16574427.000000 Penalty: 5825.254883
	Iteration 36Q: 3 clusters Score -1.657443e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -16575620.000000 Penalty: 5825.254883
	Iteration 37Q: 3 clusters Score -1.657562e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -16576920.000000 Penalty: 5825.254883
	Iteration 38Q: 3 clusters Score -1.657692e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 116768 members 
Entering Unmasked Estep 
Score: -16578133.000000 Penalty: 5825.254883
	Iteration 39Q: 3 clusters Score -1.657813e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -16579251.000000 Penalty: 5825.254883
	Iteration 40F: 3 clusters Score -1.657925e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -16580361.000000 Penalty: 5825.254883
	Iteration 41Q: 3 clusters Score -1.658036e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -16581350.000000 Penalty: 5825.254883
	Iteration 42Q: 3 clusters Score -1.658135e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -16582125.000000 Penalty: 5825.254883
	Iteration 43Q: 3 clusters Score -1.658212e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -16582801.000000 Penalty: 5825.254883
	Iteration 44Q: 3 clusters Score -1.65828e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -16583294.000000 Penalty: 5825.254883
	Iteration 45Q: 3 clusters Score -1.658329e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -16583596.000000 Penalty: 5825.254883
	Iteration 46Q: 3 clusters Score -1.65836e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 125134 members 
Entering Unmasked Estep 
Score: -16583735.000000 Penalty: 5825.254883
	Iteration 47Q: 3 clusters Score -1.658374e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -16583863.000000 Penalty: 5825.254883
	Iteration 48Q: 3 clusters Score -1.658386e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -16583941.000000 Penalty: 5825.254883
	Iteration 49Q: 3 clusters Score -1.658394e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 125439 members 
Entering Unmasked Estep 
Score: -16583982.000000 Penalty: 5825.254883
	Iteration 50Q: 3 clusters Score -1.658398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 125482 members 
Entering Unmasked Estep 
Score: -16584003.000000 Penalty: 5825.254883
	Iteration 51Q: 3 clusters Score -1.6584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -16584034.000000 Penalty: 5825.254883
	Iteration 52Q: 3 clusters Score -1.658403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -16584066.000000 Penalty: 5825.254883
	Iteration 53Q: 3 clusters Score -1.658407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -16584052.000000 Penalty: 5825.254883
	Iteration 54Q: 3 clusters Score -1.658405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -16584063.000000 Penalty: 5825.254883
	Iteration 55Q: 3 clusters Score -1.658406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -16584068.000000 Penalty: 5825.254883
	Iteration 56Q: 3 clusters Score -1.658407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -16584078.000000 Penalty: 5825.254883
	Iteration 57Q: 3 clusters Score -1.658408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -16584099.000000 Penalty: 5825.254883
	Iteration 58Q: 3 clusters Score -1.65841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -16584110.000000 Penalty: 5825.254883
	Iteration 59Q: 3 clusters Score -1.658411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -16584109.000000 Penalty: 5825.254883
	Iteration 60F: 3 clusters Score -1.658411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -16584109.000000 Penalty: 5825.254883
	Iteration 61Q: 3 clusters Score -1.658411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -16584123.000000 Penalty: 5825.254883
	Iteration 62Q: 3 clusters Score -1.658412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -16584131.000000 Penalty: 5825.254883
	Iteration 63Q: 3 clusters Score -1.658413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -16584139.000000 Penalty: 5825.254883
	Iteration 64Q: 3 clusters Score -1.658414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -16584145.000000 Penalty: 5825.254883
	Iteration 65Q: 3 clusters Score -1.658414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -16584125.000000 Penalty: 5825.254883
	Iteration 66Q: 3 clusters Score -1.658412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -16584136.000000 Penalty: 5825.254883
	Iteration 67Q: 3 clusters Score -1.658414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -16584138.000000 Penalty: 5825.254883
	Iteration 68Q: 3 clusters Score -1.658414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -16584138.000000 Penalty: 5825.254883
	Iteration 69Q: 3 clusters Score -1.658414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -16584138.000000 Penalty: 5825.254883
	Iteration 70F: 3 clusters Score -1.658414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Entering Unmasked Estep 
Score: -1406961.375000 Penalty: 2299.852051
	Iteration 0F: 2 clusters Score -1406961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1398970.625000 Penalty: 4599.704102
	Iteration 0F: 3 clusters Score -1398971 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1401422.375000 Penalty: 4599.704102
	Iteration 1F: 3 clusters Score -1401422 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1401877.375000 Penalty: 4599.704102
	Iteration 2F: 3 clusters Score -1401877 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1402288.125000 Penalty: 4599.704102
	Iteration 3F: 3 clusters Score -1402288 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1402767.000000 Penalty: 4599.704102
	Iteration 4F: 3 clusters Score -1402767 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1403241.750000 Penalty: 4599.704102
	Iteration 5F: 3 clusters Score -1403242 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1403692.500000 Penalty: 4599.704102
	Iteration 6F: 3 clusters Score -1403692 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1404105.500000 Penalty: 4599.704102
	Iteration 7F: 3 clusters Score -1404106 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1404466.500000 Penalty: 4599.704102
	Iteration 8Q: 3 clusters Score -1404466 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1404774.875000 Penalty: 4599.704102
	Iteration 9Q: 3 clusters Score -1404775 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1404930.750000 Penalty: 4599.704102
	Iteration 10Q: 3 clusters Score -1404931 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1405035.750000 Penalty: 4599.704102
	Iteration 11Q: 3 clusters Score -1405036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1405103.875000 Penalty: 4599.704102
	Iteration 12Q: 3 clusters Score -1405104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1405143.875000 Penalty: 4599.704102
	Iteration 13Q: 3 clusters Score -1405144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1405172.625000 Penalty: 4599.704102
	Iteration 14Q: 3 clusters Score -1405173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1405190.750000 Penalty: 4599.704102
	Iteration 15Q: 3 clusters Score -1405191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1405203.875000 Penalty: 4599.704102
	Iteration 16Q: 3 clusters Score -1405204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1405210.625000 Penalty: 4599.704102
	Iteration 17Q: 3 clusters Score -1405211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1405216.750000 Penalty: 4599.704102
	Iteration 18Q: 3 clusters Score -1405217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1405220.375000 Penalty: 4599.704102
	Iteration 19Q: 3 clusters Score -1405220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1405221.625000 Penalty: 4599.704102
	Iteration 20F: 3 clusters Score -1405222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1405219.250000 Penalty: 4599.704102
	Iteration 21Q: 3 clusters Score -1405219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1405223.375000 Penalty: 4599.704102
	Iteration 22Q: 3 clusters Score -1405223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1405226.125000 Penalty: 4599.704102
	Iteration 23Q: 3 clusters Score -1405226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1405225.000000 Penalty: 4599.704102
	Iteration 24Q: 3 clusters Score -1405225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1405227.375000 Penalty: 4599.704102
	Iteration 25Q: 3 clusters Score -1405227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1405227.375000 Penalty: 4599.704102
	Iteration 26F: 3 clusters Score -1405227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Entering Unmasked Estep 
Score: -3074117.750000 Penalty: 2496.975830
	Iteration 0F: 2 clusters Score -3074118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3057734.250000 Penalty: 4993.951660
	Iteration 0F: 3 clusters Score -3057734 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3063312.750000 Penalty: 4993.951660
	Iteration 1F: 3 clusters Score -3063313 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3063757.250000 Penalty: 4993.951660
	Iteration 2F: 3 clusters Score -3063757 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3064130.250000 Penalty: 4993.951660
	Iteration 3Q: 3 clusters Score -3064130 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3064497.500000 Penalty: 4993.951660
	Iteration 4Q: 3 clusters Score -3064498 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3064835.750000 Penalty: 4993.951660
	Iteration 5Q: 3 clusters Score -3064836 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3065209.750000 Penalty: 4993.951660
	Iteration 6Q: 3 clusters Score -3065210 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3065620.000000 Penalty: 4993.951660
	Iteration 7Q: 3 clusters Score -3065620 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3066060.750000 Penalty: 4993.951660
	Iteration 8Q: 3 clusters Score -3066061 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3066589.000000 Penalty: 4993.951660
	Iteration 9Q: 3 clusters Score -3066589 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3067100.000000 Penalty: 4993.951660
	Iteration 10Q: 3 clusters Score -3067100 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3067568.750000 Penalty: 4993.951660
	Iteration 11Q: 3 clusters Score -3067569 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3067999.500000 Penalty: 4993.951660
	Iteration 12Q: 3 clusters Score -3068000 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3068367.000000 Penalty: 4993.951660
	Iteration 13Q: 3 clusters Score -3068367 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3068656.500000 Penalty: 4993.951660
	Iteration 14Q: 3 clusters Score -3068656 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3068899.000000 Penalty: 4993.951660
	Iteration 15Q: 3 clusters Score -3068899 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3069128.500000 Penalty: 4993.951660
	Iteration 16Q: 3 clusters Score -3069128 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3069331.000000 Penalty: 4993.951660
	Iteration 17Q: 3 clusters Score -3069331 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3069539.000000 Penalty: 4993.951660
	Iteration 18Q: 3 clusters Score -3069539 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3069733.500000 Penalty: 4993.951660
	Iteration 19Q: 3 clusters Score -3069734 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3069897.750000 Penalty: 4993.951660
	Iteration 20F: 3 clusters Score -3069898 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3070035.000000 Penalty: 4993.951660
	Iteration 21Q: 3 clusters Score -3070035 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3070186.000000 Penalty: 4993.951660
	Iteration 22Q: 3 clusters Score -3070186 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3070341.500000 Penalty: 4993.951660
	Iteration 23Q: 3 clusters Score -3070342 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3070453.500000 Penalty: 4993.951660
	Iteration 24Q: 3 clusters Score -3070454 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3070550.750000 Penalty: 4993.951660
	Iteration 25Q: 3 clusters Score -3070551 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3070653.250000 Penalty: 4993.951660
	Iteration 26Q: 3 clusters Score -3070653 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3070761.000000 Penalty: 4993.951660
	Iteration 27Q: 3 clusters Score -3070761 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3070861.000000 Penalty: 4993.951660
	Iteration 28Q: 3 clusters Score -3070861 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3070995.250000 Penalty: 4993.951660
	Iteration 29Q: 3 clusters Score -3070995 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3071133.000000 Penalty: 4993.951660
	Iteration 30Q: 3 clusters Score -3071133 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3071253.750000 Penalty: 4993.951660
	Iteration 31Q: 3 clusters Score -3071254 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3071369.500000 Penalty: 4993.951660
	Iteration 32Q: 3 clusters Score -3071370 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3071500.500000 Penalty: 4993.951660
	Iteration 33Q: 3 clusters Score -3071500 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3071654.250000 Penalty: 4993.951660
	Iteration 34Q: 3 clusters Score -3071654 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3071822.000000 Penalty: 4993.951660
	Iteration 35Q: 3 clusters Score -3071822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3071992.750000 Penalty: 4993.951660
	Iteration 36Q: 3 clusters Score -3071993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3072114.500000 Penalty: 4993.951660
	Iteration 37Q: 3 clusters Score -3072114 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3072229.000000 Penalty: 4993.951660
	Iteration 38Q: 3 clusters Score -3072229 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3072299.500000 Penalty: 4993.951660
	Iteration 39Q: 3 clusters Score -3072300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3072349.000000 Penalty: 4993.951660
	Iteration 40F: 3 clusters Score -3072349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3072380.250000 Penalty: 4993.951660
	Iteration 41Q: 3 clusters Score -3072380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3072401.500000 Penalty: 4993.951660
	Iteration 42Q: 3 clusters Score -3072402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3072412.750000 Penalty: 4993.951660
	Iteration 43Q: 3 clusters Score -3072413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3072424.750000 Penalty: 4993.951660
	Iteration 44Q: 3 clusters Score -3072425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3072429.250000 Penalty: 4993.951660
	Iteration 45Q: 3 clusters Score -3072429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3072431.250000 Penalty: 4993.951660
	Iteration 46Q: 3 clusters Score -3072431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3072447.250000 Penalty: 4993.951660
	Iteration 47Q: 3 clusters Score -3072447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3072455.500000 Penalty: 4993.951660
	Iteration 48Q: 3 clusters Score -3072456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3072463.250000 Penalty: 4993.951660
	Iteration 49Q: 3 clusters Score -3072463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3072463.750000 Penalty: 4993.951660
	Iteration 50Q: 3 clusters Score -3072464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3072465.750000 Penalty: 4993.951660
	Iteration 51Q: 3 clusters Score -3072466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3072463.500000 Penalty: 4993.951660
	Iteration 52Q: 3 clusters Score -3072464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3072466.750000 Penalty: 4993.951660
	Iteration 53Q: 3 clusters Score -3072467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3072477.250000 Penalty: 4993.951660
	Iteration 54Q: 3 clusters Score -3072477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3072472.500000 Penalty: 4993.951660
	Iteration 55Q: 3 clusters Score -3072472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3072473.250000 Penalty: 4993.951660
	Iteration 56Q: 3 clusters Score -3072473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3072470.500000 Penalty: 4993.951660
	Iteration 57Q: 3 clusters Score -3072470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3072471.750000 Penalty: 4993.951660
	Iteration 58Q: 3 clusters Score -3072472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3072474.250000 Penalty: 4993.951660
	Iteration 59Q: 3 clusters Score -3072474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3072479.500000 Penalty: 4993.951660
	Iteration 60F: 3 clusters Score -3072480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3072479.500000 Penalty: 4993.951660
	Iteration 61Q: 3 clusters Score -3072480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3072482.250000 Penalty: 4993.951660
	Iteration 62Q: 3 clusters Score -3072482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3072486.000000 Penalty: 4993.951660
	Iteration 63Q: 3 clusters Score -3072486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3072484.000000 Penalty: 4993.951660
	Iteration 64Q: 3 clusters Score -3072484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3072484.000000 Penalty: 4993.951660
	Iteration 65F: 3 clusters Score -3072484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Entering Unmasked Estep 
Score: -3368103.000000 Penalty: 2514.343018
	Iteration 0F: 2 clusters Score -3368103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3350685.500000 Penalty: 5028.686035
	Iteration 0F: 3 clusters Score -3350686 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3356810.000000 Penalty: 5028.686035
	Iteration 1F: 3 clusters Score -3356810 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3357359.250000 Penalty: 5028.686035
	Iteration 2F: 3 clusters Score -3357359 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3357882.500000 Penalty: 5028.686035
	Iteration 3Q: 3 clusters Score -3357882 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3358490.500000 Penalty: 5028.686035
	Iteration 4Q: 3 clusters Score -3358490 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3359088.250000 Penalty: 5028.686035
	Iteration 5Q: 3 clusters Score -3359088 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3359659.250000 Penalty: 5028.686035
	Iteration 6Q: 3 clusters Score -3359659 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3360198.000000 Penalty: 5028.686035
	Iteration 7Q: 3 clusters Score -3360198 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3360704.500000 Penalty: 5028.686035
	Iteration 8Q: 3 clusters Score -3360704 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3361251.750000 Penalty: 5028.686035
	Iteration 9Q: 3 clusters Score -3361252 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3361870.500000 Penalty: 5028.686035
	Iteration 10Q: 3 clusters Score -3361870 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3362553.000000 Penalty: 5028.686035
	Iteration 11Q: 3 clusters Score -3362553 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3363283.750000 Penalty: 5028.686035
	Iteration 12Q: 3 clusters Score -3363284 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3364171.250000 Penalty: 5028.686035
	Iteration 13Q: 3 clusters Score -3364171 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3365133.250000 Penalty: 5028.686035
	Iteration 14Q: 3 clusters Score -3365133 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3365980.250000 Penalty: 5028.686035
	Iteration 15Q: 3 clusters Score -3365980 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3366426.250000 Penalty: 5028.686035
	Iteration 16Q: 3 clusters Score -3366426 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3366657.250000 Penalty: 5028.686035
	Iteration 17Q: 3 clusters Score -3366657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3366762.500000 Penalty: 5028.686035
	Iteration 18Q: 3 clusters Score -3366762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3366822.500000 Penalty: 5028.686035
	Iteration 19Q: 3 clusters Score -3366822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3366850.250000 Penalty: 5028.686035
	Iteration 20F: 3 clusters Score -3366850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3366878.000000 Penalty: 5028.686035
	Iteration 21Q: 3 clusters Score -3366878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3366904.250000 Penalty: 5028.686035
	Iteration 22Q: 3 clusters Score -3366904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3366913.250000 Penalty: 5028.686035
	Iteration 23Q: 3 clusters Score -3366913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3366911.250000 Penalty: 5028.686035
	Iteration 24Q: 3 clusters Score -3366911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3366912.250000 Penalty: 5028.686035
	Iteration 25Q: 3 clusters Score -3366912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3366927.250000 Penalty: 5028.686035
	Iteration 26Q: 3 clusters Score -3366927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3366927.000000 Penalty: 5028.686035
	Iteration 27Q: 3 clusters Score -3366927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3366924.250000 Penalty: 5028.686035
	Iteration 28Q: 3 clusters Score -3366924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3366925.500000 Penalty: 5028.686035
	Iteration 29Q: 3 clusters Score -3366926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3366925.750000 Penalty: 5028.686035
	Iteration 30Q: 3 clusters Score -3366926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3366925.750000 Penalty: 5028.686035
	Iteration 31F: 3 clusters Score -3366926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Entering Unmasked Estep 
Score: -17927912.000000 Penalty: 2928.891846
	Iteration 0F: 2 clusters Score -1.792791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -17838734.000000 Penalty: 5857.783691
	Iteration 0F: 3 clusters Score -1.783873e+07 nChanged 64378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -17875588.000000 Penalty: 5857.783691
	Iteration 1F: 3 clusters Score -1.787559e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -17876472.000000 Penalty: 5857.783691
	Iteration 2Q: 3 clusters Score -1.787647e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -17877474.000000 Penalty: 5857.783691
	Iteration 3Q: 3 clusters Score -1.787747e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -17879016.000000 Penalty: 5857.783691
	Iteration 4Q: 3 clusters Score -1.787902e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -17881270.000000 Penalty: 5857.783691
	Iteration 5Q: 3 clusters Score -1.788127e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -17885474.000000 Penalty: 5857.783691
	Iteration 6F: 3 clusters Score -1.788547e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -17892060.000000 Penalty: 5857.783691
	Iteration 7F: 3 clusters Score -1.789206e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -17900558.000000 Penalty: 5857.783691
	Iteration 8F: 3 clusters Score -1.790056e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -17909210.000000 Penalty: 5857.783691
	Iteration 9F: 3 clusters Score -1.790921e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -17915534.000000 Penalty: 5857.783691
	Iteration 10F: 3 clusters Score -1.791553e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -17919444.000000 Penalty: 5857.783691
	Iteration 11Q: 3 clusters Score -1.791944e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -17921692.000000 Penalty: 5857.783691
	Iteration 12Q: 3 clusters Score -1.792169e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 127632 members 
Entering Unmasked Estep 
Score: -17922966.000000 Penalty: 5857.783691
	Iteration 13Q: 3 clusters Score -1.792297e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 128576 members 
Entering Unmasked Estep 
Score: -17923670.000000 Penalty: 5857.783691
	Iteration 14Q: 3 clusters Score -1.792367e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -17924182.000000 Penalty: 5857.783691
	Iteration 15Q: 3 clusters Score -1.792418e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 129820 members 
Entering Unmasked Estep 
Score: -17924520.000000 Penalty: 5857.783691
	Iteration 16Q: 3 clusters Score -1.792452e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -17924790.000000 Penalty: 5857.783691
	Iteration 17Q: 3 clusters Score -1.792479e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -17924958.000000 Penalty: 5857.783691
	Iteration 18Q: 3 clusters Score -1.792496e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 130929 members 
Entering Unmasked Estep 
Score: -17925012.000000 Penalty: 5857.783691
	Iteration 19Q: 3 clusters Score -1.792501e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -17925126.000000 Penalty: 5857.783691
	Iteration 20F: 3 clusters Score -1.792513e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -17925180.000000 Penalty: 5857.783691
	Iteration 21Q: 3 clusters Score -1.792518e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 131497 members 
Entering Unmasked Estep 
Score: -17925196.000000 Penalty: 5857.783691
	Iteration 22Q: 3 clusters Score -1.79252e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -17925264.000000 Penalty: 5857.783691
	Iteration 23Q: 3 clusters Score -1.792526e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 131746 members 
Entering Unmasked Estep 
Score: -17925320.000000 Penalty: 5857.783691
	Iteration 24Q: 3 clusters Score -1.792532e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -17925356.000000 Penalty: 5857.783691
	Iteration 25Q: 3 clusters Score -1.792536e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 131905 members 
Entering Unmasked Estep 
Score: -17925420.000000 Penalty: 5857.783691
	Iteration 26Q: 3 clusters Score -1.792542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -17925412.000000 Penalty: 5857.783691
	Iteration 27Q: 3 clusters Score -1.792541e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -17925444.000000 Penalty: 5857.783691
	Iteration 28Q: 3 clusters Score -1.792544e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 132073 members 
Entering Unmasked Estep 
Score: -17925450.000000 Penalty: 5857.783691
	Iteration 29Q: 3 clusters Score -1.792545e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -17925462.000000 Penalty: 5857.783691
	Iteration 30Q: 3 clusters Score -1.792546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 132164 members 
Entering Unmasked Estep 
Score: -17925488.000000 Penalty: 5857.783691
	Iteration 31Q: 3 clusters Score -1.792549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 132203 members 
Entering Unmasked Estep 
Score: -17925452.000000 Penalty: 5857.783691
	Iteration 32Q: 3 clusters Score -1.792545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -17925482.000000 Penalty: 5857.783691
	Iteration 33Q: 3 clusters Score -1.792548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -17925494.000000 Penalty: 5857.783691
	Iteration 34Q: 3 clusters Score -1.792549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -17925510.000000 Penalty: 5857.783691
	Iteration 35Q: 3 clusters Score -1.792551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -17925534.000000 Penalty: 5857.783691
	Iteration 36Q: 3 clusters Score -1.792553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 132373 members 
Entering Unmasked Estep 
Score: -17925530.000000 Penalty: 5857.783691
	Iteration 37Q: 3 clusters Score -1.792553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -17925508.000000 Penalty: 5857.783691
	Iteration 38Q: 3 clusters Score -1.792551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -17925502.000000 Penalty: 5857.783691
	Iteration 39Q: 3 clusters Score -1.79255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -17925504.000000 Penalty: 5857.783691
	Iteration 40F: 3 clusters Score -1.79255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -17925520.000000 Penalty: 5857.783691
	Iteration 41Q: 3 clusters Score -1.792552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -17925498.000000 Penalty: 5857.783691
	Iteration 42Q: 3 clusters Score -1.79255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -17925502.000000 Penalty: 5857.783691
	Iteration 43Q: 3 clusters Score -1.79255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -17925512.000000 Penalty: 5857.783691
	Iteration 44Q: 3 clusters Score -1.792551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 132534 members 
Entering Unmasked Estep 
Score: -17925530.000000 Penalty: 5857.783691
	Iteration 45Q: 3 clusters Score -1.792553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
Score: -17925532.000000 Penalty: 5857.783691
	Iteration 46Q: 3 clusters Score -1.792553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -17925540.000000 Penalty: 5857.783691
	Iteration 47Q: 3 clusters Score -1.792554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 132557 members 
Entering Unmasked Estep 
Score: -17925552.000000 Penalty: 5857.783691
	Iteration 48Q: 3 clusters Score -1.792555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 132566 members 
Entering Unmasked Estep 
Score: -17925562.000000 Penalty: 5857.783691
	Iteration 49Q: 3 clusters Score -1.792556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -17925562.000000 Penalty: 5857.783691
	Iteration 50Q: 3 clusters Score -1.792556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 132597 members 
Entering Unmasked Estep 
Score: -17925572.000000 Penalty: 5857.783691
	Iteration 51Q: 3 clusters Score -1.792557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -17925576.000000 Penalty: 5857.783691
	Iteration 52Q: 3 clusters Score -1.792558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -17925574.000000 Penalty: 5857.783691
	Iteration 53Q: 3 clusters Score -1.792557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -17925574.000000 Penalty: 5857.783691
	Iteration 54Q: 3 clusters Score -1.792557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 132668 members 
Entering Unmasked Estep 
Score: -17925596.000000 Penalty: 5857.783691
	Iteration 55Q: 3 clusters Score -1.79256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 132686 members 
Entering Unmasked Estep 
Score: -17925588.000000 Penalty: 5857.783691
	Iteration 56Q: 3 clusters Score -1.792559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 132701 members 
Entering Unmasked Estep 
Score: -17925584.000000 Penalty: 5857.783691
	Iteration 57Q: 3 clusters Score -1.792558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 132711 members 
Entering Unmasked Estep 
Score: -17925596.000000 Penalty: 5857.783691
	Iteration 58Q: 3 clusters Score -1.79256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 132719 members 
Entering Unmasked Estep 
Score: -17925596.000000 Penalty: 5857.783691
	Iteration 59Q: 3 clusters Score -1.79256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -17925608.000000 Penalty: 5857.783691
	Iteration 60F: 3 clusters Score -1.792561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -17925600.000000 Penalty: 5857.783691
	Iteration 61Q: 3 clusters Score -1.79256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -17925606.000000 Penalty: 5857.783691
	Iteration 62Q: 3 clusters Score -1.792561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 132752 members 
Entering Unmasked Estep 
Score: -17925618.000000 Penalty: 5857.783691
	Iteration 63Q: 3 clusters Score -1.792562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 132759 members 
Entering Unmasked Estep 
Score: -17925604.000000 Penalty: 5857.783691
	Iteration 64Q: 3 clusters Score -1.79256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -17925624.000000 Penalty: 5857.783691
	Iteration 65Q: 3 clusters Score -1.792562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -17925618.000000 Penalty: 5857.783691
	Iteration 66Q: 3 clusters Score -1.792562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -17925618.000000 Penalty: 5857.783691
	Iteration 67Q: 3 clusters Score -1.792562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -17925616.000000 Penalty: 5857.783691
	Iteration 68Q: 3 clusters Score -1.792562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -17925620.000000 Penalty: 5857.783691
	Iteration 69Q: 3 clusters Score -1.792562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 132773 members 
Entering Unmasked Estep 
Score: -17925620.000000 Penalty: 5857.783691
	Iteration 70Q: 3 clusters Score -1.792562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 132773 members 
Entering Unmasked Estep 
Score: -17925620.000000 Penalty: 5857.783691
	Iteration 71F: 3 clusters Score -1.792562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -616851.250000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -616851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -612571.625000 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -612571.6 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -613542.187500 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -613542.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -613760.500000 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -613760.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -613867.937500 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -613867.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -613931.125000 Penalty: 4179.599609
	Iteration 4Q: 3 clusters Score -613931.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -613970.500000 Penalty: 4179.599609
	Iteration 5Q: 3 clusters Score -613970.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -614010.562500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -614010.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -614039.187500 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -614039.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -614061.500000 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -614061.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -614087.125000 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -614087.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -614109.500000 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -614109.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -614129.125000 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -614129.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -614148.875000 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -614148.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -614167.625000 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -614167.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -614182.500000 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -614182.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -614196.562500 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -614196.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -614203.500000 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -614203.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -614208.812500 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -614208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -614212.750000 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -614212.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -614215.437500 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -614215.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -614220.375000 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -614220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -614223.187500 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -614223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -614227.062500 Penalty: 4179.599609
	Iteration 22Q: 3 clusters Score -614227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -614231.187500 Penalty: 4179.599609
	Iteration 23Q: 3 clusters Score -614231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -614233.562500 Penalty: 4179.599609
	Iteration 24Q: 3 clusters Score -614233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -614238.250000 Penalty: 4179.599609
	Iteration 25Q: 3 clusters Score -614238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -614238.750000 Penalty: 4179.599609
	Iteration 26Q: 3 clusters Score -614238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -614240.375000 Penalty: 4179.599609
	Iteration 27Q: 3 clusters Score -614240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -614244.625000 Penalty: 4179.599609
	Iteration 28Q: 3 clusters Score -614244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -614248.437500 Penalty: 4179.599609
	Iteration 29Q: 3 clusters Score -614248.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -614255.437500 Penalty: 4179.599609
	Iteration 30Q: 3 clusters Score -614255.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614260.375000 Penalty: 4179.599609
	Iteration 31Q: 3 clusters Score -614260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -614267.937500 Penalty: 4179.599609
	Iteration 32Q: 3 clusters Score -614267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -614272.812500 Penalty: 4179.599609
	Iteration 33Q: 3 clusters Score -614272.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -614278.250000 Penalty: 4179.599609
	Iteration 34Q: 3 clusters Score -614278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -614284.375000 Penalty: 4179.599609
	Iteration 35Q: 3 clusters Score -614284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -614287.687500 Penalty: 4179.599609
	Iteration 36Q: 3 clusters Score -614287.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -614290.562500 Penalty: 4179.599609
	Iteration 37Q: 3 clusters Score -614290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -614292.250000 Penalty: 4179.599609
	Iteration 38Q: 3 clusters Score -614292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -614295.125000 Penalty: 4179.599609
	Iteration 39Q: 3 clusters Score -614295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -614298.437500 Penalty: 4179.599609
	Iteration 40F: 3 clusters Score -614298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -614298.937500 Penalty: 4179.599609
	Iteration 41Q: 3 clusters Score -614298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -614300.187500 Penalty: 4179.599609
	Iteration 42Q: 3 clusters Score -614300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -614301.562500 Penalty: 4179.599609
	Iteration 43Q: 3 clusters Score -614301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -614304.500000 Penalty: 4179.599609
	Iteration 44Q: 3 clusters Score -614304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -614304.312500 Penalty: 4179.599609
	Iteration 45Q: 3 clusters Score -614304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -614304.312500 Penalty: 4179.599609
	Iteration 46F: 3 clusters Score -614304.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1793107.625000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1793108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1783402.750000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1783403 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1786357.875000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1786358 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1786732.375000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1786732 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1787030.000000 Penalty: 4706.597656
	Iteration 3Q: 3 clusters Score -1787030 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1787320.500000 Penalty: 4706.597656
	Iteration 4Q: 3 clusters Score -1787320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1787679.375000 Penalty: 4706.597656
	Iteration 5Q: 3 clusters Score -1787679 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1788146.750000 Penalty: 4706.597656
	Iteration 6F: 3 clusters Score -1788147 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1788726.250000 Penalty: 4706.597656
	Iteration 7F: 3 clusters Score -1788726 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1789391.125000 Penalty: 4706.597656
	Iteration 8F: 3 clusters Score -1789391 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1790067.625000 Penalty: 4706.597656
	Iteration 9F: 3 clusters Score -1790068 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1790676.625000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1790677 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1791134.750000 Penalty: 4706.597656
	Iteration 11Q: 3 clusters Score -1791135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1791387.125000 Penalty: 4706.597656
	Iteration 12Q: 3 clusters Score -1791387 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1791531.875000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1791532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1791612.875000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1791613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1791658.375000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1791658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1791687.375000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1791687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1791708.625000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1791709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1791723.125000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1791723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1791730.000000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1791730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1791732.375000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1791732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1791737.875000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1791738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1791739.375000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1791739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1791739.000000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1791739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1791739.000000 Penalty: 4706.597656
	Iteration 24F: 3 clusters Score -1791739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Entering Unmasked Estep 
Score: -1613156.000000 Penalty: 2357.817627
	Iteration 0F: 2 clusters Score -1613156 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 6733 members 
Entering Unmasked Estep 
Score: -1603415.625000 Penalty: 4715.635254
	Iteration 0F: 3 clusters Score -1603416 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1607194.375000 Penalty: 4715.635254
	Iteration 1F: 3 clusters Score -1607194 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1608098.375000 Penalty: 4715.635254
	Iteration 2F: 3 clusters Score -1608098 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1608942.625000 Penalty: 4715.635254
	Iteration 3F: 3 clusters Score -1608943 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1609637.000000 Penalty: 4715.635254
	Iteration 4F: 3 clusters Score -1609637 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1610206.000000 Penalty: 4715.635254
	Iteration 5F: 3 clusters Score -1610206 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1610752.500000 Penalty: 4715.635254
	Iteration 6F: 3 clusters Score -1610752 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1611196.875000 Penalty: 4715.635254
	Iteration 7Q: 3 clusters Score -1611197 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1611492.125000 Penalty: 4715.635254
	Iteration 8Q: 3 clusters Score -1611492 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1611670.125000 Penalty: 4715.635254
	Iteration 9Q: 3 clusters Score -1611670 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1611790.500000 Penalty: 4715.635254
	Iteration 10Q: 3 clusters Score -1611790 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1611881.500000 Penalty: 4715.635254
	Iteration 11Q: 3 clusters Score -1611882 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1611945.250000 Penalty: 4715.635254
	Iteration 12Q: 3 clusters Score -1611945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1611994.750000 Penalty: 4715.635254
	Iteration 13Q: 3 clusters Score -1611995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1612014.000000 Penalty: 4715.635254
	Iteration 14Q: 3 clusters Score -1612014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1612025.875000 Penalty: 4715.635254
	Iteration 15Q: 3 clusters Score -1612026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1612039.125000 Penalty: 4715.635254
	Iteration 16Q: 3 clusters Score -1612039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1612048.250000 Penalty: 4715.635254
	Iteration 17Q: 3 clusters Score -1612048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1612049.125000 Penalty: 4715.635254
	Iteration 18Q: 3 clusters Score -1612049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1612057.750000 Penalty: 4715.635254
	Iteration 19Q: 3 clusters Score -1612058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1612059.875000 Penalty: 4715.635254
	Iteration 20F: 3 clusters Score -1612060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1612069.000000 Penalty: 4715.635254
	Iteration 21Q: 3 clusters Score -1612069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1612068.750000 Penalty: 4715.635254
	Iteration 22Q: 3 clusters Score -1612069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1612068.750000 Penalty: 4715.635254
	Iteration 23Q: 3 clusters Score -1612069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1612076.875000 Penalty: 4715.635254
	Iteration 24Q: 3 clusters Score -1612077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1612075.875000 Penalty: 4715.635254
	Iteration 25Q: 3 clusters Score -1612076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1612074.250000 Penalty: 4715.635254
	Iteration 26Q: 3 clusters Score -1612074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1612078.375000 Penalty: 4715.635254
	Iteration 27Q: 3 clusters Score -1612078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1612083.250000 Penalty: 4715.635254
	Iteration 28Q: 3 clusters Score -1612083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1612086.375000 Penalty: 4715.635254
	Iteration 29Q: 3 clusters Score -1612086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1612088.625000 Penalty: 4715.635254
	Iteration 30Q: 3 clusters Score -1612089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1612091.250000 Penalty: 4715.635254
	Iteration 31Q: 3 clusters Score -1612091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1612094.125000 Penalty: 4715.635254
	Iteration 32Q: 3 clusters Score -1612094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1612093.250000 Penalty: 4715.635254
	Iteration 33Q: 3 clusters Score -1612093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1612098.500000 Penalty: 4715.635254
	Iteration 34Q: 3 clusters Score -1612098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1612093.875000 Penalty: 4715.635254
	Iteration 35Q: 3 clusters Score -1612094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1612094.625000 Penalty: 4715.635254
	Iteration 36Q: 3 clusters Score -1612095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1612095.375000 Penalty: 4715.635254
	Iteration 37Q: 3 clusters Score -1612095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1612096.000000 Penalty: 4715.635254
	Iteration 38Q: 3 clusters Score -1612096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1612096.625000 Penalty: 4715.635254
	Iteration 39Q: 3 clusters Score -1612097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1612096.375000 Penalty: 4715.635254
	Iteration 40F: 3 clusters Score -1612096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1612098.750000 Penalty: 4715.635254
	Iteration 41Q: 3 clusters Score -1612099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1612101.250000 Penalty: 4715.635254
	Iteration 42Q: 3 clusters Score -1612101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1612092.625000 Penalty: 4715.635254
	Iteration 43Q: 3 clusters Score -1612093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1612094.125000 Penalty: 4715.635254
	Iteration 44Q: 3 clusters Score -1612094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1612094.125000 Penalty: 4715.635254
	Iteration 45F: 3 clusters Score -1612094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (222904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222904 members 
Entering Unmasked Estep 
Score: -29847738.000000 Penalty: 3053.995117
	Iteration 0F: 2 clusters Score -2.984774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 111501 members 
Entering Unmasked Estep 
Score: -29728258.000000 Penalty: 6107.990234
	Iteration 0F: 3 clusters Score -2.972826e+07 nChanged 107675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 113614 members 
Entering Unmasked Estep 
Score: -29790674.000000 Penalty: 6107.990234
	Iteration 1F: 3 clusters Score -2.979067e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -29791684.000000 Penalty: 6107.990234
	Iteration 2Q: 3 clusters Score -2.979168e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 116930 members 
Entering Unmasked Estep 
Score: -29792692.000000 Penalty: 6107.990234
	Iteration 3Q: 3 clusters Score -2.979269e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -29794064.000000 Penalty: 6107.990234
	Iteration 4Q: 3 clusters Score -2.979406e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -29795826.000000 Penalty: 6107.990234
	Iteration 5Q: 3 clusters Score -2.979583e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -29798056.000000 Penalty: 6107.990234
	Iteration 6Q: 3 clusters Score -2.979806e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -29801600.000000 Penalty: 6107.990234
	Iteration 7F: 3 clusters Score -2.98016e+07 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -29806054.000000 Penalty: 6107.990234
	Iteration 8F: 3 clusters Score -2.980605e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 164345 members 
Entering Unmasked Estep 
Score: -29811154.000000 Penalty: 6107.990234
	Iteration 9F: 3 clusters Score -2.981115e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 177068 members 
Entering Unmasked Estep 
Score: -29817970.000000 Penalty: 6107.990234
	Iteration 10F: 3 clusters Score -2.981797e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 188142 members 
Entering Unmasked Estep 
Score: -29823236.000000 Penalty: 6107.990234
	Iteration 11F: 3 clusters Score -2.982324e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 196122 members 
Entering Unmasked Estep 
Score: -29827956.000000 Penalty: 6107.990234
	Iteration 12Q: 3 clusters Score -2.982796e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -29831824.000000 Penalty: 6107.990234
	Iteration 13Q: 3 clusters Score -2.983182e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 202896 members 
Entering Unmasked Estep 
Score: -29834292.000000 Penalty: 6107.990234
	Iteration 14Q: 3 clusters Score -2.983429e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -29835478.000000 Penalty: 6107.990234
	Iteration 15Q: 3 clusters Score -2.983548e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 204758 members 
Entering Unmasked Estep 
Score: -29836134.000000 Penalty: 6107.990234
	Iteration 16Q: 3 clusters Score -2.983613e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 205501 members 
Entering Unmasked Estep 
Score: -29836492.000000 Penalty: 6107.990234
	Iteration 17Q: 3 clusters Score -2.983649e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 206245 members 
Entering Unmasked Estep 
Score: -29836914.000000 Penalty: 6107.990234
	Iteration 18Q: 3 clusters Score -2.983691e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 206998 members 
Entering Unmasked Estep 
Score: -29837146.000000 Penalty: 6107.990234
	Iteration 19Q: 3 clusters Score -2.983715e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 207685 members 
Entering Unmasked Estep 
Score: -29837418.000000 Penalty: 6107.990234
	Iteration 20F: 3 clusters Score -2.983742e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 208382 members 
Entering Unmasked Estep 
Score: -29837724.000000 Penalty: 6107.990234
	Iteration 21Q: 3 clusters Score -2.983772e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 209060 members 
Entering Unmasked Estep 
Score: -29838000.000000 Penalty: 6107.990234
	Iteration 22Q: 3 clusters Score -2.9838e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 209745 members 
Entering Unmasked Estep 
Score: -29838350.000000 Penalty: 6107.990234
	Iteration 23Q: 3 clusters Score -2.983835e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 210399 members 
Entering Unmasked Estep 
Score: -29838646.000000 Penalty: 6107.990234
	Iteration 24Q: 3 clusters Score -2.983865e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 211039 members 
Entering Unmasked Estep 
Score: -29838944.000000 Penalty: 6107.990234
	Iteration 25Q: 3 clusters Score -2.983894e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 211703 members 
Entering Unmasked Estep 
Score: -29839178.000000 Penalty: 6107.990234
	Iteration 26Q: 3 clusters Score -2.983918e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 212365 members 
Entering Unmasked Estep 
Score: -29839556.000000 Penalty: 6107.990234
	Iteration 27Q: 3 clusters Score -2.983956e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 213014 members 
Entering Unmasked Estep 
Score: -29839766.000000 Penalty: 6107.990234
	Iteration 28Q: 3 clusters Score -2.983977e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 213605 members 
Entering Unmasked Estep 
Score: -29840020.000000 Penalty: 6107.990234
	Iteration 29Q: 3 clusters Score -2.984002e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 214182 members 
Entering Unmasked Estep 
Score: -29840336.000000 Penalty: 6107.990234
	Iteration 30Q: 3 clusters Score -2.984034e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -29840496.000000 Penalty: 6107.990234
	Iteration 31Q: 3 clusters Score -2.98405e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 215337 members 
Entering Unmasked Estep 
Score: -29840752.000000 Penalty: 6107.990234
	Iteration 32Q: 3 clusters Score -2.984075e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 215924 members 
Entering Unmasked Estep 
Score: -29841162.000000 Penalty: 6107.990234
	Iteration 33Q: 3 clusters Score -2.984116e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 216480 members 
Entering Unmasked Estep 
Score: -29841548.000000 Penalty: 6107.990234
	Iteration 34Q: 3 clusters Score -2.984155e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 216992 members 
Entering Unmasked Estep 
Score: -29841910.000000 Penalty: 6107.990234
	Iteration 35Q: 3 clusters Score -2.984191e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 217489 members 
Entering Unmasked Estep 
Score: -29842186.000000 Penalty: 6107.990234
	Iteration 36Q: 3 clusters Score -2.984219e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 217940 members 
Entering Unmasked Estep 
Score: -29842396.000000 Penalty: 6107.990234
	Iteration 37Q: 3 clusters Score -2.98424e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 218362 members 
Entering Unmasked Estep 
Score: -29842644.000000 Penalty: 6107.990234
	Iteration 38Q: 3 clusters Score -2.984264e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 218757 members 
Entering Unmasked Estep 
Score: -29842944.000000 Penalty: 6107.990234
	Iteration 39Q: 3 clusters Score -2.984294e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 219129 members 
Entering Unmasked Estep 
Score: -29843198.000000 Penalty: 6107.990234
	Iteration 40F: 3 clusters Score -2.98432e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 219484 members 
Entering Unmasked Estep 
Score: -29843464.000000 Penalty: 6107.990234
	Iteration 41Q: 3 clusters Score -2.984346e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 219820 members 
Entering Unmasked Estep 
Score: -29843658.000000 Penalty: 6107.990234
	Iteration 42Q: 3 clusters Score -2.984366e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 220097 members 
Entering Unmasked Estep 
Score: -29843876.000000 Penalty: 6107.990234
	Iteration 43Q: 3 clusters Score -2.984388e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 220357 members 
Entering Unmasked Estep 
Score: -29844082.000000 Penalty: 6107.990234
	Iteration 44Q: 3 clusters Score -2.984408e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 220599 members 
Entering Unmasked Estep 
Score: -29844218.000000 Penalty: 6107.990234
	Iteration 45Q: 3 clusters Score -2.984422e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 220797 members 
Entering Unmasked Estep 
Score: -29844356.000000 Penalty: 6107.990234
	Iteration 46Q: 3 clusters Score -2.984436e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 220945 members 
Entering Unmasked Estep 
Score: -29844484.000000 Penalty: 6107.990234
	Iteration 47Q: 3 clusters Score -2.984448e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 221075 members 
Entering Unmasked Estep 
Score: -29844552.000000 Penalty: 6107.990234
	Iteration 48Q: 3 clusters Score -2.984455e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 221192 members 
Entering Unmasked Estep 
Score: -29844604.000000 Penalty: 6107.990234
	Iteration 49Q: 3 clusters Score -2.98446e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 221300 members 
Entering Unmasked Estep 
Score: -29844664.000000 Penalty: 6107.990234
	Iteration 50Q: 3 clusters Score -2.984466e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 221389 members 
Entering Unmasked Estep 
Score: -29844686.000000 Penalty: 6107.990234
	Iteration 51Q: 3 clusters Score -2.984469e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -29844682.000000 Penalty: 6107.990234
	Iteration 52Q: 3 clusters Score -2.984468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 221529 members 
Entering Unmasked Estep 
Score: -29844722.000000 Penalty: 6107.990234
	Iteration 53Q: 3 clusters Score -2.984472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 221593 members 
Entering Unmasked Estep 
Score: -29844790.000000 Penalty: 6107.990234
	Iteration 54Q: 3 clusters Score -2.984479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -29844828.000000 Penalty: 6107.990234
	Iteration 55Q: 3 clusters Score -2.984483e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 221699 members 
Entering Unmasked Estep 
Score: -29844872.000000 Penalty: 6107.990234
	Iteration 56Q: 3 clusters Score -2.984487e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 221742 members 
Entering Unmasked Estep 
Score: -29844894.000000 Penalty: 6107.990234
	Iteration 57Q: 3 clusters Score -2.984489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 221791 members 
Entering Unmasked Estep 
Score: -29844940.000000 Penalty: 6107.990234
	Iteration 58Q: 3 clusters Score -2.984494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 221832 members 
Entering Unmasked Estep 
Score: -29844962.000000 Penalty: 6107.990234
	Iteration 59Q: 3 clusters Score -2.984496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 221862 members 
Entering Unmasked Estep 
Score: -29844966.000000 Penalty: 6107.990234
	Iteration 60F: 3 clusters Score -2.984497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 221890 members 
Entering Unmasked Estep 
Score: -29844966.000000 Penalty: 6107.990234
	Iteration 61Q: 3 clusters Score -2.984497e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 221911 members 
Entering Unmasked Estep 
Score: -29845006.000000 Penalty: 6107.990234
	Iteration 62Q: 3 clusters Score -2.984501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 221928 members 
Entering Unmasked Estep 
Score: -29845002.000000 Penalty: 6107.990234
	Iteration 63Q: 3 clusters Score -2.9845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 221947 members 
Entering Unmasked Estep 
Score: -29845006.000000 Penalty: 6107.990234
	Iteration 64Q: 3 clusters Score -2.984501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 221962 members 
Entering Unmasked Estep 
Score: -29845012.000000 Penalty: 6107.990234
	Iteration 65Q: 3 clusters Score -2.984501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 221980 members 
Entering Unmasked Estep 
Score: -29845012.000000 Penalty: 6107.990234
	Iteration 66Q: 3 clusters Score -2.984501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 221990 members 
Entering Unmasked Estep 
Score: -29845002.000000 Penalty: 6107.990234
	Iteration 67Q: 3 clusters Score -2.9845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 222001 members 
Entering Unmasked Estep 
Score: -29845040.000000 Penalty: 6107.990234
	Iteration 68Q: 3 clusters Score -2.984504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222014 members 
Entering Unmasked Estep 
Score: -29845040.000000 Penalty: 6107.990234
	Iteration 69Q: 3 clusters Score -2.984504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 222021 members 
Entering Unmasked Estep 
Score: -29845048.000000 Penalty: 6107.990234
	Iteration 70Q: 3 clusters Score -2.984505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 222033 members 
Entering Unmasked Estep 
Score: -29845034.000000 Penalty: 6107.990234
	Iteration 71Q: 3 clusters Score -2.984503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 222042 members 
Entering Unmasked Estep 
Score: -29845048.000000 Penalty: 6107.990234
	Iteration 72Q: 3 clusters Score -2.984505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 222045 members 
Entering Unmasked Estep 
Score: -29845060.000000 Penalty: 6107.990234
	Iteration 73Q: 3 clusters Score -2.984506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 222048 members 
Entering Unmasked Estep 
Score: -29845076.000000 Penalty: 6107.990234
	Iteration 74Q: 3 clusters Score -2.984508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 222053 members 
Entering Unmasked Estep 
Score: -29845096.000000 Penalty: 6107.990234
	Iteration 75Q: 3 clusters Score -2.98451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 222061 members 
Entering Unmasked Estep 
Score: -29845092.000000 Penalty: 6107.990234
	Iteration 76Q: 3 clusters Score -2.984509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 222064 members 
Entering Unmasked Estep 
Score: -29845096.000000 Penalty: 6107.990234
	Iteration 77Q: 3 clusters Score -2.98451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 222067 members 
Entering Unmasked Estep 
Score: -29845108.000000 Penalty: 6107.990234
	Iteration 78Q: 3 clusters Score -2.984511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 222069 members 
Entering Unmasked Estep 
Score: -29845112.000000 Penalty: 6107.990234
	Iteration 79Q: 3 clusters Score -2.984511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 222069 members 
Entering Unmasked Estep 
Score: -29845120.000000 Penalty: 6107.990234
	Iteration 80F: 3 clusters Score -2.984512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 222071 members 
Entering Unmasked Estep 
Score: -29845112.000000 Penalty: 6107.990234
	Iteration 81Q: 3 clusters Score -2.984511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 222073 members 
Entering Unmasked Estep 
Score: -29845110.000000 Penalty: 6107.990234
	Iteration 82Q: 3 clusters Score -2.984511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 222075 members 
Entering Unmasked Estep 
Score: -29845116.000000 Penalty: 6107.990234
	Iteration 83Q: 3 clusters Score -2.984512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 222077 members 
Entering Unmasked Estep 
Score: -29845116.000000 Penalty: 6107.990234
	Iteration 84Q: 3 clusters Score -2.984512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 222079 members 
Entering Unmasked Estep 
Score: -29845116.000000 Penalty: 6107.990234
	Iteration 85Q: 3 clusters Score -2.984512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 222080 members 
Entering Unmasked Estep 
Score: -29845122.000000 Penalty: 6107.990234
	Iteration 86Q: 3 clusters Score -2.984512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 222083 members 
Entering Unmasked Estep 
Score: -29845124.000000 Penalty: 6107.990234
	Iteration 87Q: 3 clusters Score -2.984512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 222089 members 
Entering Unmasked Estep 
Score: -29845124.000000 Penalty: 6107.990234
	Iteration 88Q: 3 clusters Score -2.984512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 222094 members 
Entering Unmasked Estep 
Score: -29845112.000000 Penalty: 6107.990234
	Iteration 89Q: 3 clusters Score -2.984511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 222097 members 
Entering Unmasked Estep 
Score: -29845140.000000 Penalty: 6107.990234
	Iteration 90Q: 3 clusters Score -2.984514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 222099 members 
Entering Unmasked Estep 
Score: -29845126.000000 Penalty: 6107.990234
	Iteration 91Q: 3 clusters Score -2.984513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 222103 members 
Entering Unmasked Estep 
Score: -29845148.000000 Penalty: 6107.990234
	Iteration 92Q: 3 clusters Score -2.984515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 222107 members 
Entering Unmasked Estep 
Score: -29845164.000000 Penalty: 6107.990234
	Iteration 93Q: 3 clusters Score -2.984516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 222112 members 
Entering Unmasked Estep 
Score: -29845156.000000 Penalty: 6107.990234
	Iteration 94Q: 3 clusters Score -2.984516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 222114 members 
Entering Unmasked Estep 
Score: -29845152.000000 Penalty: 6107.990234
	Iteration 95Q: 3 clusters Score -2.984515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 222114 members 
Entering Unmasked Estep 
Score: -29845152.000000 Penalty: 6107.990234
	Iteration 96F: 3 clusters Score -2.984515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Entering Unmasked Estep 
Score: -2753244.250000 Penalty: 2460.538086
	Iteration 0F: 2 clusters Score -2753244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2739011.500000 Penalty: 4921.076172
	Iteration 0F: 3 clusters Score -2739012 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2743812.000000 Penalty: 4921.076172
	Iteration 1F: 3 clusters Score -2743812 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2744212.750000 Penalty: 4921.076172
	Iteration 2F: 3 clusters Score -2744213 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2744517.500000 Penalty: 4921.076172
	Iteration 3Q: 3 clusters Score -2744518 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2744783.250000 Penalty: 4921.076172
	Iteration 4Q: 3 clusters Score -2744783 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2745059.000000 Penalty: 4921.076172
	Iteration 5Q: 3 clusters Score -2745059 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2745395.000000 Penalty: 4921.076172
	Iteration 6Q: 3 clusters Score -2745395 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2745803.750000 Penalty: 4921.076172
	Iteration 7Q: 3 clusters Score -2745804 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2746353.500000 Penalty: 4921.076172
	Iteration 8Q: 3 clusters Score -2746354 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2746942.500000 Penalty: 4921.076172
	Iteration 9F: 3 clusters Score -2746942 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2747584.500000 Penalty: 4921.076172
	Iteration 10F: 3 clusters Score -2747584 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2748263.250000 Penalty: 4921.076172
	Iteration 11Q: 3 clusters Score -2748263 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2748862.500000 Penalty: 4921.076172
	Iteration 12Q: 3 clusters Score -2748862 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2749409.750000 Penalty: 4921.076172
	Iteration 13Q: 3 clusters Score -2749410 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2749813.000000 Penalty: 4921.076172
	Iteration 14Q: 3 clusters Score -2749813 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2750069.750000 Penalty: 4921.076172
	Iteration 15Q: 3 clusters Score -2750070 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2750231.500000 Penalty: 4921.076172
	Iteration 16Q: 3 clusters Score -2750232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2750327.250000 Penalty: 4921.076172
	Iteration 17Q: 3 clusters Score -2750327 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2750390.500000 Penalty: 4921.076172
	Iteration 18Q: 3 clusters Score -2750390 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2750452.750000 Penalty: 4921.076172
	Iteration 19Q: 3 clusters Score -2750453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2750505.750000 Penalty: 4921.076172
	Iteration 20F: 3 clusters Score -2750506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2750531.750000 Penalty: 4921.076172
	Iteration 21Q: 3 clusters Score -2750532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2750570.750000 Penalty: 4921.076172
	Iteration 22Q: 3 clusters Score -2750571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2750597.250000 Penalty: 4921.076172
	Iteration 23Q: 3 clusters Score -2750597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2750626.250000 Penalty: 4921.076172
	Iteration 24Q: 3 clusters Score -2750626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2750649.750000 Penalty: 4921.076172
	Iteration 25Q: 3 clusters Score -2750650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2750688.500000 Penalty: 4921.076172
	Iteration 26Q: 3 clusters Score -2750688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2750718.750000 Penalty: 4921.076172
	Iteration 27Q: 3 clusters Score -2750719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2750733.000000 Penalty: 4921.076172
	Iteration 28Q: 3 clusters Score -2750733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2750758.750000 Penalty: 4921.076172
	Iteration 29Q: 3 clusters Score -2750759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2750788.250000 Penalty: 4921.076172
	Iteration 30Q: 3 clusters Score -2750788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2750816.250000 Penalty: 4921.076172
	Iteration 31Q: 3 clusters Score -2750816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2750868.500000 Penalty: 4921.076172
	Iteration 32Q: 3 clusters Score -2750868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2750887.250000 Penalty: 4921.076172
	Iteration 33Q: 3 clusters Score -2750887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2750897.000000 Penalty: 4921.076172
	Iteration 34Q: 3 clusters Score -2750897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2750919.750000 Penalty: 4921.076172
	Iteration 35Q: 3 clusters Score -2750920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2750929.750000 Penalty: 4921.076172
	Iteration 36Q: 3 clusters Score -2750930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2750938.000000 Penalty: 4921.076172
	Iteration 37Q: 3 clusters Score -2750938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2750954.500000 Penalty: 4921.076172
	Iteration 38Q: 3 clusters Score -2750954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2750968.250000 Penalty: 4921.076172
	Iteration 39Q: 3 clusters Score -2750968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2750987.250000 Penalty: 4921.076172
	Iteration 40F: 3 clusters Score -2750987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2751008.500000 Penalty: 4921.076172
	Iteration 41Q: 3 clusters Score -2751008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2751030.250000 Penalty: 4921.076172
	Iteration 42Q: 3 clusters Score -2751030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2751042.000000 Penalty: 4921.076172
	Iteration 43Q: 3 clusters Score -2751042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2751045.750000 Penalty: 4921.076172
	Iteration 44Q: 3 clusters Score -2751046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2751054.000000 Penalty: 4921.076172
	Iteration 45Q: 3 clusters Score -2751054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2751052.000000 Penalty: 4921.076172
	Iteration 46Q: 3 clusters Score -2751052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2751056.250000 Penalty: 4921.076172
	Iteration 47Q: 3 clusters Score -2751056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2751064.500000 Penalty: 4921.076172
	Iteration 48Q: 3 clusters Score -2751064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2751070.250000 Penalty: 4921.076172
	Iteration 49Q: 3 clusters Score -2751070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2751078.000000 Penalty: 4921.076172
	Iteration 50Q: 3 clusters Score -2751078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2751078.250000 Penalty: 4921.076172
	Iteration 51Q: 3 clusters Score -2751078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2751079.500000 Penalty: 4921.076172
	Iteration 52Q: 3 clusters Score -2751080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2751089.750000 Penalty: 4921.076172
	Iteration 53Q: 3 clusters Score -2751090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2751099.000000 Penalty: 4921.076172
	Iteration 54Q: 3 clusters Score -2751099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2751096.250000 Penalty: 4921.076172
	Iteration 55Q: 3 clusters Score -2751096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2751100.000000 Penalty: 4921.076172
	Iteration 56Q: 3 clusters Score -2751100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2751102.750000 Penalty: 4921.076172
	Iteration 57Q: 3 clusters Score -2751103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2751101.500000 Penalty: 4921.076172
	Iteration 58Q: 3 clusters Score -2751102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2751103.250000 Penalty: 4921.076172
	Iteration 59Q: 3 clusters Score -2751103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2751108.000000 Penalty: 4921.076172
	Iteration 60F: 3 clusters Score -2751108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2751109.750000 Penalty: 4921.076172
	Iteration 61Q: 3 clusters Score -2751110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2751110.500000 Penalty: 4921.076172
	Iteration 62Q: 3 clusters Score -2751110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2751112.500000 Penalty: 4921.076172
	Iteration 63Q: 3 clusters Score -2751112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2751119.250000 Penalty: 4921.076172
	Iteration 64Q: 3 clusters Score -2751119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2751127.500000 Penalty: 4921.076172
	Iteration 65Q: 3 clusters Score -2751128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2751128.500000 Penalty: 4921.076172
	Iteration 66Q: 3 clusters Score -2751128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2751130.500000 Penalty: 4921.076172
	Iteration 67Q: 3 clusters Score -2751130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2751130.000000 Penalty: 4921.076172
	Iteration 68Q: 3 clusters Score -2751130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2751140.000000 Penalty: 4921.076172
	Iteration 69Q: 3 clusters Score -2751140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2751144.750000 Penalty: 4921.076172
	Iteration 70Q: 3 clusters Score -2751145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2751144.250000 Penalty: 4921.076172
	Iteration 71Q: 3 clusters Score -2751144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2751143.000000 Penalty: 4921.076172
	Iteration 72Q: 3 clusters Score -2751143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2751148.500000 Penalty: 4921.076172
	Iteration 73Q: 3 clusters Score -2751148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2751140.750000 Penalty: 4921.076172
	Iteration 74Q: 3 clusters Score -2751141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2751145.500000 Penalty: 4921.076172
	Iteration 75Q: 3 clusters Score -2751146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2751143.500000 Penalty: 4921.076172
	Iteration 76Q: 3 clusters Score -2751144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2751144.500000 Penalty: 4921.076172
	Iteration 77Q: 3 clusters Score -2751144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2751145.750000 Penalty: 4921.076172
	Iteration 78Q: 3 clusters Score -2751146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2751144.500000 Penalty: 4921.076172
	Iteration 79Q: 3 clusters Score -2751144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2751146.500000 Penalty: 4921.076172
	Iteration 80F: 3 clusters Score -2751146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2751149.250000 Penalty: 4921.076172
	Iteration 81Q: 3 clusters Score -2751149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2751149.500000 Penalty: 4921.076172
	Iteration 82Q: 3 clusters Score -2751150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2751149.250000 Penalty: 4921.076172
	Iteration 83Q: 3 clusters Score -2751149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2751149.250000 Penalty: 4921.076172
	Iteration 84F: 3 clusters Score -2751149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -2763011.750000 Penalty: 2485.010498
	Iteration 0F: 2 clusters Score -2763012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2747310.250000 Penalty: 4970.020996
	Iteration 0F: 3 clusters Score -2747310 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2752651.750000 Penalty: 4970.020996
	Iteration 1F: 3 clusters Score -2752652 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2753152.500000 Penalty: 4970.020996
	Iteration 2F: 3 clusters Score -2753152 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2753549.250000 Penalty: 4970.020996
	Iteration 3Q: 3 clusters Score -2753549 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2753927.000000 Penalty: 4970.020996
	Iteration 4Q: 3 clusters Score -2753927 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2754320.750000 Penalty: 4970.020996
	Iteration 5Q: 3 clusters Score -2754321 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2754709.500000 Penalty: 4970.020996
	Iteration 6Q: 3 clusters Score -2754710 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2755152.750000 Penalty: 4970.020996
	Iteration 7Q: 3 clusters Score -2755153 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2755610.500000 Penalty: 4970.020996
	Iteration 8Q: 3 clusters Score -2755610 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2756079.000000 Penalty: 4970.020996
	Iteration 9Q: 3 clusters Score -2756079 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2756579.000000 Penalty: 4970.020996
	Iteration 10Q: 3 clusters Score -2756579 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2757077.000000 Penalty: 4970.020996
	Iteration 11Q: 3 clusters Score -2757077 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2757495.250000 Penalty: 4970.020996
	Iteration 12Q: 3 clusters Score -2757495 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2757874.000000 Penalty: 4970.020996
	Iteration 13Q: 3 clusters Score -2757874 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2758127.000000 Penalty: 4970.020996
	Iteration 14Q: 3 clusters Score -2758127 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2758346.750000 Penalty: 4970.020996
	Iteration 15Q: 3 clusters Score -2758347 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2758520.750000 Penalty: 4970.020996
	Iteration 16Q: 3 clusters Score -2758521 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2758654.000000 Penalty: 4970.020996
	Iteration 17Q: 3 clusters Score -2758654 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2758736.750000 Penalty: 4970.020996
	Iteration 18Q: 3 clusters Score -2758737 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2758814.500000 Penalty: 4970.020996
	Iteration 19Q: 3 clusters Score -2758814 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2758874.500000 Penalty: 4970.020996
	Iteration 20F: 3 clusters Score -2758874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2758925.500000 Penalty: 4970.020996
	Iteration 21Q: 3 clusters Score -2758926 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2758972.750000 Penalty: 4970.020996
	Iteration 22Q: 3 clusters Score -2758973 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2759003.750000 Penalty: 4970.020996
	Iteration 23Q: 3 clusters Score -2759004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2759044.250000 Penalty: 4970.020996
	Iteration 24Q: 3 clusters Score -2759044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2759081.250000 Penalty: 4970.020996
	Iteration 25Q: 3 clusters Score -2759081 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2759102.250000 Penalty: 4970.020996
	Iteration 26Q: 3 clusters Score -2759102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2759125.500000 Penalty: 4970.020996
	Iteration 27Q: 3 clusters Score -2759126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2759142.750000 Penalty: 4970.020996
	Iteration 28Q: 3 clusters Score -2759143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2759161.750000 Penalty: 4970.020996
	Iteration 29Q: 3 clusters Score -2759162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2759174.500000 Penalty: 4970.020996
	Iteration 30Q: 3 clusters Score -2759174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2759192.000000 Penalty: 4970.020996
	Iteration 31Q: 3 clusters Score -2759192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2759202.500000 Penalty: 4970.020996
	Iteration 32Q: 3 clusters Score -2759202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2759212.750000 Penalty: 4970.020996
	Iteration 33Q: 3 clusters Score -2759213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2759227.000000 Penalty: 4970.020996
	Iteration 34Q: 3 clusters Score -2759227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2759228.750000 Penalty: 4970.020996
	Iteration 35Q: 3 clusters Score -2759229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2759241.500000 Penalty: 4970.020996
	Iteration 36Q: 3 clusters Score -2759242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2759238.500000 Penalty: 4970.020996
	Iteration 37Q: 3 clusters Score -2759238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2759257.000000 Penalty: 4970.020996
	Iteration 38Q: 3 clusters Score -2759257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2759266.750000 Penalty: 4970.020996
	Iteration 39Q: 3 clusters Score -2759267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2759273.750000 Penalty: 4970.020996
	Iteration 40F: 3 clusters Score -2759274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2759276.250000 Penalty: 4970.020996
	Iteration 41Q: 3 clusters Score -2759276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2759285.000000 Penalty: 4970.020996
	Iteration 42Q: 3 clusters Score -2759285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2759287.500000 Penalty: 4970.020996
	Iteration 43Q: 3 clusters Score -2759288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2759304.250000 Penalty: 4970.020996
	Iteration 44Q: 3 clusters Score -2759304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2759314.000000 Penalty: 4970.020996
	Iteration 45Q: 3 clusters Score -2759314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2759325.750000 Penalty: 4970.020996
	Iteration 46Q: 3 clusters Score -2759326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2759345.750000 Penalty: 4970.020996
	Iteration 47Q: 3 clusters Score -2759346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2759347.000000 Penalty: 4970.020996
	Iteration 48Q: 3 clusters Score -2759347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2759355.000000 Penalty: 4970.020996
	Iteration 49Q: 3 clusters Score -2759355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2759364.750000 Penalty: 4970.020996
	Iteration 50Q: 3 clusters Score -2759365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2759379.000000 Penalty: 4970.020996
	Iteration 51Q: 3 clusters Score -2759379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2759374.250000 Penalty: 4970.020996
	Iteration 52Q: 3 clusters Score -2759374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2759387.000000 Penalty: 4970.020996
	Iteration 53Q: 3 clusters Score -2759387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2759395.000000 Penalty: 4970.020996
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Mstep: Class 1 contains 8548 members 
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Mstep: Class 1 contains 8423 members 
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Mstep: Class 1 contains 8027 members 
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Score: -2761486.000000 Penalty: 4970.020996
	Iteration 148Q: 3 clusters Score -2761486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2761496.000000 Penalty: 4970.020996
	Iteration 149Q: 3 clusters Score -2761496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2761502.500000 Penalty: 4970.020996
	Iteration 150Q: 3 clusters Score -2761502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2761513.250000 Penalty: 4970.020996
	Iteration 151Q: 3 clusters Score -2761513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2761522.500000 Penalty: 4970.020996
	Iteration 152Q: 3 clusters Score -2761522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2761534.500000 Penalty: 4970.020996
	Iteration 153Q: 3 clusters Score -2761534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2761538.000000 Penalty: 4970.020996
	Iteration 154Q: 3 clusters Score -2761538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2761560.000000 Penalty: 4970.020996
	Iteration 155Q: 3 clusters Score -2761560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2761565.250000 Penalty: 4970.020996
	Iteration 156Q: 3 clusters Score -2761565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2761574.750000 Penalty: 4970.020996
	Iteration 157Q: 3 clusters Score -2761575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2761580.500000 Penalty: 4970.020996
	Iteration 158Q: 3 clusters Score -2761580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2761577.250000 Penalty: 4970.020996
	Iteration 159Q: 3 clusters Score -2761577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2761588.250000 Penalty: 4970.020996
	Iteration 160F: 3 clusters Score -2761588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2761591.250000 Penalty: 4970.020996
	Iteration 161Q: 3 clusters Score -2761591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2761592.500000 Penalty: 4970.020996
	Iteration 162Q: 3 clusters Score -2761592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2761592.000000 Penalty: 4970.020996
	Iteration 163Q: 3 clusters Score -2761592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2761591.250000 Penalty: 4970.020996
	Iteration 164Q: 3 clusters Score -2761591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2761592.000000 Penalty: 4970.020996
	Iteration 165Q: 3 clusters Score -2761592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2761594.750000 Penalty: 4970.020996
	Iteration 166Q: 3 clusters Score -2761595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2761598.000000 Penalty: 4970.020996
	Iteration 167Q: 3 clusters Score -2761598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2761597.750000 Penalty: 4970.020996
	Iteration 168Q: 3 clusters Score -2761598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2761605.750000 Penalty: 4970.020996
	Iteration 169Q: 3 clusters Score -2761606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2761608.000000 Penalty: 4970.020996
	Iteration 170Q: 3 clusters Score -2761608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2761611.000000 Penalty: 4970.020996
	Iteration 171Q: 3 clusters Score -2761611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2761612.750000 Penalty: 4970.020996
	Iteration 172Q: 3 clusters Score -2761613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2761609.500000 Penalty: 4970.020996
	Iteration 173Q: 3 clusters Score -2761610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2761608.000000 Penalty: 4970.020996
	Iteration 174Q: 3 clusters Score -2761608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2761607.500000 Penalty: 4970.020996
	Iteration 175Q: 3 clusters Score -2761608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2761607.500000 Penalty: 4970.020996
	Iteration 176F: 3 clusters Score -2761608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -533564.375000 Penalty: 2092.070068
	Iteration 0F: 2 clusters Score -533564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -529356.125000 Penalty: 4184.140137
	Iteration 0F: 3 clusters Score -529356.1 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -530498.250000 Penalty: 4184.140137
	Iteration 1F: 3 clusters Score -530498.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -530862.687500 Penalty: 4184.140137
	Iteration 2F: 3 clusters Score -530862.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -531192.250000 Penalty: 4184.140137
	Iteration 3F: 3 clusters Score -531192.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -531480.687500 Penalty: 4184.140137
	Iteration 4F: 3 clusters Score -531480.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -531730.125000 Penalty: 4184.140137
	Iteration 5F: 3 clusters Score -531730.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -531904.000000 Penalty: 4184.140137
	Iteration 6Q: 3 clusters Score -531904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -532022.187500 Penalty: 4184.140137
	Iteration 7Q: 3 clusters Score -532022.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -532145.750000 Penalty: 4184.140137
	Iteration 8Q: 3 clusters Score -532145.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -532241.375000 Penalty: 4184.140137
	Iteration 9Q: 3 clusters Score -532241.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -532311.500000 Penalty: 4184.140137
	Iteration 10Q: 3 clusters Score -532311.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -532379.500000 Penalty: 4184.140137
	Iteration 11Q: 3 clusters Score -532379.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -532432.625000 Penalty: 4184.140137
	Iteration 12Q: 3 clusters Score -532432.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -532481.062500 Penalty: 4184.140137
	Iteration 13Q: 3 clusters Score -532481.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -532520.250000 Penalty: 4184.140137
	Iteration 14Q: 3 clusters Score -532520.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -532557.000000 Penalty: 4184.140137
	Iteration 15Q: 3 clusters Score -532557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -532591.812500 Penalty: 4184.140137
	Iteration 16Q: 3 clusters Score -532591.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -532629.312500 Penalty: 4184.140137
	Iteration 17Q: 3 clusters Score -532629.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -532686.187500 Penalty: 4184.140137
	Iteration 18Q: 3 clusters Score -532686.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -532741.937500 Penalty: 4184.140137
	Iteration 19Q: 3 clusters Score -532741.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -532785.437500 Penalty: 4184.140137
	Iteration 20F: 3 clusters Score -532785.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -532818.875000 Penalty: 4184.140137
	Iteration 21Q: 3 clusters Score -532818.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -532852.375000 Penalty: 4184.140137
	Iteration 22Q: 3 clusters Score -532852.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -532886.437500 Penalty: 4184.140137
	Iteration 23Q: 3 clusters Score -532886.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -532923.250000 Penalty: 4184.140137
	Iteration 24Q: 3 clusters Score -532923.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -532965.500000 Penalty: 4184.140137
	Iteration 25Q: 3 clusters Score -532965.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -533010.062500 Penalty: 4184.140137
	Iteration 26Q: 3 clusters Score -533010.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -533058.187500 Penalty: 4184.140137
	Iteration 27Q: 3 clusters Score -533058.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -533114.500000 Penalty: 4184.140137
	Iteration 28Q: 3 clusters Score -533114.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -533150.500000 Penalty: 4184.140137
	Iteration 29Q: 3 clusters Score -533150.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -533174.500000 Penalty: 4184.140137
	Iteration 30Q: 3 clusters Score -533174.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -533188.437500 Penalty: 4184.140137
	Iteration 31Q: 3 clusters Score -533188.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -533202.000000 Penalty: 4184.140137
	Iteration 32Q: 3 clusters Score -533202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -533215.250000 Penalty: 4184.140137
	Iteration 33Q: 3 clusters Score -533215.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -533224.000000 Penalty: 4184.140137
	Iteration 34Q: 3 clusters Score -533224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -533232.500000 Penalty: 4184.140137
	Iteration 35Q: 3 clusters Score -533232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -533236.750000 Penalty: 4184.140137
	Iteration 36Q: 3 clusters Score -533236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -533240.125000 Penalty: 4184.140137
	Iteration 37Q: 3 clusters Score -533240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -533249.812500 Penalty: 4184.140137
	Iteration 38Q: 3 clusters Score -533249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -533258.750000 Penalty: 4184.140137
	Iteration 39Q: 3 clusters Score -533258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -533275.312500 Penalty: 4184.140137
	Iteration 40F: 3 clusters Score -533275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -533295.437500 Penalty: 4184.140137
	Iteration 41Q: 3 clusters Score -533295.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -533315.812500 Penalty: 4184.140137
	Iteration 42Q: 3 clusters Score -533315.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -533328.375000 Penalty: 4184.140137
	Iteration 43Q: 3 clusters Score -533328.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -533344.312500 Penalty: 4184.140137
	Iteration 44Q: 3 clusters Score -533344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -533351.625000 Penalty: 4184.140137
	Iteration 45Q: 3 clusters Score -533351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -533360.062500 Penalty: 4184.140137
	Iteration 46Q: 3 clusters Score -533360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -533362.000000 Penalty: 4184.140137
	Iteration 47Q: 3 clusters Score -533362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -533363.062500 Penalty: 4184.140137
	Iteration 48Q: 3 clusters Score -533363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -533363.812500 Penalty: 4184.140137
	Iteration 49Q: 3 clusters Score -533363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -533365.937500 Penalty: 4184.140137
	Iteration 50Q: 3 clusters Score -533365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -533366.625000 Penalty: 4184.140137
	Iteration 51Q: 3 clusters Score -533366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -533366.687500 Penalty: 4184.140137
	Iteration 52Q: 3 clusters Score -533366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -533366.687500 Penalty: 4184.140137
	Iteration 53F: 3 clusters Score -533366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -1849027.875000 Penalty: 2371.389160
	Iteration 0F: 2 clusters Score -1849028 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 7127 members 
Entering Unmasked Estep 
Score: -1838664.000000 Penalty: 4742.778320
	Iteration 0F: 3 clusters Score -1838664 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1841886.125000 Penalty: 4742.778320
	Iteration 1F: 3 clusters Score -1841886 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1842359.500000 Penalty: 4742.778320
	Iteration 2F: 3 clusters Score -1842360 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1842893.375000 Penalty: 4742.778320
	Iteration 3F: 3 clusters Score -1842893 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1843392.750000 Penalty: 4742.778320
	Iteration 4F: 3 clusters Score -1843393 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1843849.125000 Penalty: 4742.778320
	Iteration 5F: 3 clusters Score -1843849 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1844334.375000 Penalty: 4742.778320
	Iteration 6F: 3 clusters Score -1844334 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1844836.625000 Penalty: 4742.778320
	Iteration 7F: 3 clusters Score -1844837 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1845365.875000 Penalty: 4742.778320
	Iteration 8F: 3 clusters Score -1845366 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1845835.375000 Penalty: 4742.778320
	Iteration 9Q: 3 clusters Score -1845835 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1846262.750000 Penalty: 4742.778320
	Iteration 10Q: 3 clusters Score -1846263 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1846639.000000 Penalty: 4742.778320
	Iteration 11Q: 3 clusters Score -1846639 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1846916.875000 Penalty: 4742.778320
	Iteration 12Q: 3 clusters Score -1846917 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1847123.125000 Penalty: 4742.778320
	Iteration 13Q: 3 clusters Score -1847123 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1847296.250000 Penalty: 4742.778320
	Iteration 14Q: 3 clusters Score -1847296 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1847436.750000 Penalty: 4742.778320
	Iteration 15Q: 3 clusters Score -1847437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1847560.500000 Penalty: 4742.778320
	Iteration 16Q: 3 clusters Score -1847560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1847701.375000 Penalty: 4742.778320
	Iteration 17Q: 3 clusters Score -1847701 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1847828.250000 Penalty: 4742.778320
	Iteration 18Q: 3 clusters Score -1847828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1847951.750000 Penalty: 4742.778320
	Iteration 19Q: 3 clusters Score -1847952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1848081.875000 Penalty: 4742.778320
	Iteration 20F: 3 clusters Score -1848082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1848207.250000 Penalty: 4742.778320
	Iteration 21Q: 3 clusters Score -1848207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1848301.000000 Penalty: 4742.778320
	Iteration 22Q: 3 clusters Score -1848301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1848359.125000 Penalty: 4742.778320
	Iteration 23Q: 3 clusters Score -1848359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1848404.625000 Penalty: 4742.778320
	Iteration 24Q: 3 clusters Score -1848405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1848433.375000 Penalty: 4742.778320
	Iteration 25Q: 3 clusters Score -1848433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1848449.625000 Penalty: 4742.778320
	Iteration 26Q: 3 clusters Score -1848450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1848459.250000 Penalty: 4742.778320
	Iteration 27Q: 3 clusters Score -1848459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1848463.000000 Penalty: 4742.778320
	Iteration 28Q: 3 clusters Score -1848463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1848466.500000 Penalty: 4742.778320
	Iteration 29Q: 3 clusters Score -1848466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1848469.625000 Penalty: 4742.778320
	Iteration 30Q: 3 clusters Score -1848470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1848470.375000 Penalty: 4742.778320
	Iteration 31Q: 3 clusters Score -1848470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1848476.875000 Penalty: 4742.778320
	Iteration 32Q: 3 clusters Score -1848477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1848473.375000 Penalty: 4742.778320
	Iteration 33Q: 3 clusters Score -1848473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1848473.375000 Penalty: 4742.778320
	Iteration 34Q: 3 clusters Score -1848473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1848474.125000 Penalty: 4742.778320
	Iteration 35Q: 3 clusters Score -1848474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1848474.125000 Penalty: 4742.778320
	Iteration 36F: 3 clusters Score -1848474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Entering Unmasked Estep 
Score: -6498982.500000 Penalty: 2678.026367
	Iteration 0F: 2 clusters Score -6498982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6466068.000000 Penalty: 5356.052734
	Iteration 0F: 3 clusters Score -6466068 nChanged 22665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6478707.500000 Penalty: 5356.052734
	Iteration 1F: 3 clusters Score -6478708 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -6479354.000000 Penalty: 5356.052734
	Iteration 2Q: 3 clusters Score -6479354 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -6480143.000000 Penalty: 5356.052734
	Iteration 3Q: 3 clusters Score -6480143 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -6481199.500000 Penalty: 5356.052734
	Iteration 4Q: 3 clusters Score -6481200 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -6482690.000000 Penalty: 5356.052734
	Iteration 5F: 3 clusters Score -6482690 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6484904.500000 Penalty: 5356.052734
	Iteration 6F: 3 clusters Score -6484904 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6487796.000000 Penalty: 5356.052734
	Iteration 7F: 3 clusters Score -6487796 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -6490763.500000 Penalty: 5356.052734
	Iteration 8F: 3 clusters Score -6490764 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -6493168.000000 Penalty: 5356.052734
	Iteration 9F: 3 clusters Score -6493168 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6494780.000000 Penalty: 5356.052734
	Iteration 10Q: 3 clusters Score -6494780 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6495673.500000 Penalty: 5356.052734
	Iteration 11Q: 3 clusters Score -6495674 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6496171.000000 Penalty: 5356.052734
	Iteration 12Q: 3 clusters Score -6496171 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6496431.000000 Penalty: 5356.052734
	Iteration 13Q: 3 clusters Score -6496431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6496531.000000 Penalty: 5356.052734
	Iteration 14Q: 3 clusters Score -6496531 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6496598.000000 Penalty: 5356.052734
	Iteration 15Q: 3 clusters Score -6496598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -6496637.500000 Penalty: 5356.052734
	Iteration 16Q: 3 clusters Score -6496638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6496661.500000 Penalty: 5356.052734
	Iteration 17Q: 3 clusters Score -6496662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6496676.000000 Penalty: 5356.052734
	Iteration 18Q: 3 clusters Score -6496676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -6496680.500000 Penalty: 5356.052734
	Iteration 19Q: 3 clusters Score -6496680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6496693.500000 Penalty: 5356.052734
	Iteration 20F: 3 clusters Score -6496694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6496711.000000 Penalty: 5356.052734
	Iteration 21Q: 3 clusters Score -6496711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6496728.500000 Penalty: 5356.052734
	Iteration 22Q: 3 clusters Score -6496728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6496735.000000 Penalty: 5356.052734
	Iteration 23Q: 3 clusters Score -6496735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -6496752.500000 Penalty: 5356.052734
	Iteration 24Q: 3 clusters Score -6496752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -6496746.000000 Penalty: 5356.052734
	Iteration 25Q: 3 clusters Score -6496746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6496752.500000 Penalty: 5356.052734
	Iteration 26Q: 3 clusters Score -6496752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6496762.000000 Penalty: 5356.052734
	Iteration 27Q: 3 clusters Score -6496762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6496773.000000 Penalty: 5356.052734
	Iteration 28Q: 3 clusters Score -6496773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6496773.500000 Penalty: 5356.052734
	Iteration 29Q: 3 clusters Score -6496774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6496777.000000 Penalty: 5356.052734
	Iteration 30Q: 3 clusters Score -6496777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6496778.500000 Penalty: 5356.052734
	Iteration 31Q: 3 clusters Score -6496778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6496778.500000 Penalty: 5356.052734
	Iteration 32F: 3 clusters Score -6496778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Entering Unmasked Estep 
Score: -19351232.000000 Penalty: 2948.622314
	Iteration 0F: 2 clusters Score -1.935123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -19255774.000000 Penalty: 5897.244629
	Iteration 0F: 3 clusters Score -1.925577e+07 nChanged 69722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -19296312.000000 Penalty: 5897.244629
	Iteration 1F: 3 clusters Score -1.929631e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -19297492.000000 Penalty: 5897.244629
	Iteration 2Q: 3 clusters Score -1.929749e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -19299190.000000 Penalty: 5897.244629
	Iteration 3Q: 3 clusters Score -1.929919e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -19301758.000000 Penalty: 5897.244629
	Iteration 4Q: 3 clusters Score -1.930176e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -19305576.000000 Penalty: 5897.244629
	Iteration 5F: 3 clusters Score -1.930558e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -19310738.000000 Penalty: 5897.244629
	Iteration 6F: 3 clusters Score -1.931074e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -19317174.000000 Penalty: 5897.244629
	Iteration 7F: 3 clusters Score -1.931717e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -19324898.000000 Penalty: 5897.244629
	Iteration 8F: 3 clusters Score -1.93249e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -19333050.000000 Penalty: 5897.244629
	Iteration 9F: 3 clusters Score -1.933305e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113458 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -19338346.000000 Penalty: 5897.244629
	Iteration 10Q: 3 clusters Score -1.933835e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -19340708.000000 Penalty: 5897.244629
	Iteration 11Q: 3 clusters Score -1.934071e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -19341866.000000 Penalty: 5897.244629
	Iteration 12Q: 3 clusters Score -1.934187e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -19342452.000000 Penalty: 5897.244629
	Iteration 13Q: 3 clusters Score -1.934245e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -19343022.000000 Penalty: 5897.244629
	Iteration 14Q: 3 clusters Score -1.934302e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -19343506.000000 Penalty: 5897.244629
	Iteration 15Q: 3 clusters Score -1.934351e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -19343898.000000 Penalty: 5897.244629
	Iteration 16Q: 3 clusters Score -1.93439e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -19344188.000000 Penalty: 5897.244629
	Iteration 17Q: 3 clusters Score -1.934419e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127220 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -19344536.000000 Penalty: 5897.244629
	Iteration 18Q: 3 clusters Score -1.934454e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -19344914.000000 Penalty: 5897.244629
	Iteration 19Q: 3 clusters Score -1.934491e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129499 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -19345166.000000 Penalty: 5897.244629
	Iteration 20F: 3 clusters Score -1.934517e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -19345520.000000 Penalty: 5897.244629
	Iteration 21Q: 3 clusters Score -1.934552e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -19345712.000000 Penalty: 5897.244629
	Iteration 22Q: 3 clusters Score -1.934571e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132483 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -19345916.000000 Penalty: 5897.244629
	Iteration 23Q: 3 clusters Score -1.934592e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -19346218.000000 Penalty: 5897.244629
	Iteration 24Q: 3 clusters Score -1.934622e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -19346408.000000 Penalty: 5897.244629
	Iteration 25Q: 3 clusters Score -1.934641e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -19346592.000000 Penalty: 5897.244629
	Iteration 26Q: 3 clusters Score -1.934659e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135620 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -19346766.000000 Penalty: 5897.244629
	Iteration 27Q: 3 clusters Score -1.934677e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -19346826.000000 Penalty: 5897.244629
	Iteration 28Q: 3 clusters Score -1.934683e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -19347054.000000 Penalty: 5897.244629
	Iteration 29Q: 3 clusters Score -1.934705e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -19347264.000000 Penalty: 5897.244629
	Iteration 30Q: 3 clusters Score -1.934726e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -19347344.000000 Penalty: 5897.244629
	Iteration 31Q: 3 clusters Score -1.934734e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138437 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -19347404.000000 Penalty: 5897.244629
	Iteration 32Q: 3 clusters Score -1.93474e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -19347528.000000 Penalty: 5897.244629
	Iteration 33Q: 3 clusters Score -1.934753e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -19347602.000000 Penalty: 5897.244629
	Iteration 34Q: 3 clusters Score -1.93476e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -19347724.000000 Penalty: 5897.244629
	Iteration 35Q: 3 clusters Score -1.934772e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -19347792.000000 Penalty: 5897.244629
	Iteration 36Q: 3 clusters Score -1.934779e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -19347882.000000 Penalty: 5897.244629
	Iteration 37Q: 3 clusters Score -1.934788e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -19348028.000000 Penalty: 5897.244629
	Iteration 38Q: 3 clusters Score -1.934803e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -19348158.000000 Penalty: 5897.244629
	Iteration 39Q: 3 clusters Score -1.934816e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19348308.000000 Penalty: 5897.244629
	Iteration 40F: 3 clusters Score -1.934831e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -19348410.000000 Penalty: 5897.244629
	Iteration 41Q: 3 clusters Score -1.934841e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142059 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -19348578.000000 Penalty: 5897.244629
	Iteration 42Q: 3 clusters Score -1.934858e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142274 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19348716.000000 Penalty: 5897.244629
	Iteration 43Q: 3 clusters Score -1.934872e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19348800.000000 Penalty: 5897.244629
	Iteration 44Q: 3 clusters Score -1.93488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -19348862.000000 Penalty: 5897.244629
	Iteration 45Q: 3 clusters Score -1.934886e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19348958.000000 Penalty: 5897.244629
	Iteration 46Q: 3 clusters Score -1.934896e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -19349030.000000 Penalty: 5897.244629
	Iteration 47Q: 3 clusters Score -1.934903e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19349126.000000 Penalty: 5897.244629
	Iteration 48Q: 3 clusters Score -1.934913e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -19349198.000000 Penalty: 5897.244629
	Iteration 49Q: 3 clusters Score -1.93492e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19349236.000000 Penalty: 5897.244629
	Iteration 50Q: 3 clusters Score -1.934924e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -19349258.000000 Penalty: 5897.244629
	Iteration 51Q: 3 clusters Score -1.934926e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19349320.000000 Penalty: 5897.244629
	Iteration 52Q: 3 clusters Score -1.934932e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19349346.000000 Penalty: 5897.244629
	Iteration 53Q: 3 clusters Score -1.934935e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -19349370.000000 Penalty: 5897.244629
	Iteration 54Q: 3 clusters Score -1.934937e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19349380.000000 Penalty: 5897.244629
	Iteration 55Q: 3 clusters Score -1.934938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -19349378.000000 Penalty: 5897.244629
	Iteration 56Q: 3 clusters Score -1.934938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19349374.000000 Penalty: 5897.244629
	Iteration 57Q: 3 clusters Score -1.934937e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19349388.000000 Penalty: 5897.244629
	Iteration 58Q: 3 clusters Score -1.934939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19349404.000000 Penalty: 5897.244629
	Iteration 59Q: 3 clusters Score -1.93494e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19349426.000000 Penalty: 5897.244629
	Iteration 60F: 3 clusters Score -1.934943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19349434.000000 Penalty: 5897.244629
	Iteration 61Q: 3 clusters Score -1.934943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -19349442.000000 Penalty: 5897.244629
	Iteration 62Q: 3 clusters Score -1.934944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143131 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19349460.000000 Penalty: 5897.244629
	Iteration 63Q: 3 clusters Score -1.934946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -19349500.000000 Penalty: 5897.244629
	Iteration 64Q: 3 clusters Score -1.93495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19349496.000000 Penalty: 5897.244629
	Iteration 65Q: 3 clusters Score -1.93495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19349490.000000 Penalty: 5897.244629
	Iteration 66Q: 3 clusters Score -1.934949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19349476.000000 Penalty: 5897.244629
	Iteration 67Q: 3 clusters Score -1.934948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19349490.000000 Penalty: 5897.244629
	Iteration 68Q: 3 clusters Score -1.934949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19349490.000000 Penalty: 5897.244629
	Iteration 69Q: 3 clusters Score -1.934949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19349488.000000 Penalty: 5897.244629
	Iteration 70Q: 3 clusters Score -1.934949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19349466.000000 Penalty: 5897.244629
	Iteration 71Q: 3 clusters Score -1.934947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -19349476.000000 Penalty: 5897.244629
	Iteration 72Q: 3 clusters Score -1.934948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -19349494.000000 Penalty: 5897.244629
	Iteration 73Q: 3 clusters Score -1.934949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19349506.000000 Penalty: 5897.244629
	Iteration 74Q: 3 clusters Score -1.934951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19349514.000000 Penalty: 5897.244629
	Iteration 75Q: 3 clusters Score -1.934951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19349508.000000 Penalty: 5897.244629
	Iteration 76Q: 3 clusters Score -1.934951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19349496.000000 Penalty: 5897.244629
	Iteration 77Q: 3 clusters Score -1.93495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -19349494.000000 Penalty: 5897.244629
	Iteration 78Q: 3 clusters Score -1.934949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19349512.000000 Penalty: 5897.244629
	Iteration 79Q: 3 clusters Score -1.934951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19349506.000000 Penalty: 5897.244629
	Iteration 80F: 3 clusters Score -1.934951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19349498.000000 Penalty: 5897.244629
	Iteration 81Q: 3 clusters Score -1.93495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19349508.000000 Penalty: 5897.244629
	Iteration 82Q: 3 clusters Score -1.934951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19349510.000000 Penalty: 5897.244629
	Iteration 83Q: 3 clusters Score -1.934951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19349504.000000 Penalty: 5897.244629
	Iteration 84Q: 3 clusters Score -1.93495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19349500.000000 Penalty: 5897.244629
	Iteration 85Q: 3 clusters Score -1.93495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19349514.000000 Penalty: 5897.244629
	Iteration 86Q: 3 clusters Score -1.934951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19349502.000000 Penalty: 5897.244629
	Iteration 87Q: 3 clusters Score -1.93495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19349498.000000 Penalty: 5897.244629
	Iteration 88Q: 3 clusters Score -1.93495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -19349498.000000 Penalty: 5897.244629
	Iteration 89Q: 3 clusters Score -1.93495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143077 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19349502.000000 Penalty: 5897.244629
	Iteration 90Q: 3 clusters Score -1.93495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19349508.000000 Penalty: 5897.244629
	Iteration 91Q: 3 clusters Score -1.934951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19349496.000000 Penalty: 5897.244629
	Iteration 92Q: 3 clusters Score -1.93495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19349496.000000 Penalty: 5897.244629
	Iteration 93Q: 3 clusters Score -1.93495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19349496.000000 Penalty: 5897.244629
	Iteration 94F: 3 clusters Score -1.93495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -134692.578125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -134692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132726.031250 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -132726 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132985.062500 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -132985.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133064.375000 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -133064.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133137.203125 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -133137.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133178.312500 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -133178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133208.453125 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -133208.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133230.671875 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -133230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133256.484375 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -133256.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133307.140625 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -133307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133355.812500 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -133355.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133388.437500 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -133388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133416.546875 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -133416.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133461.234375 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -133461.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133561.453125 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -133561.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133731.625000 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -133731.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133819.578125 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -133819.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133870.515625 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -133870.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133925.250000 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -133925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133951.453125 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -133951.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133978.750000 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -133978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133992.140625 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -133992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134006.781250 Penalty: 3446.176758
	Iteration 21Q: 3 clusters Score -134006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134015.421875 Penalty: 3446.176758
	Iteration 22Q: 3 clusters Score -134015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134020.875000 Penalty: 3446.176758
	Iteration 23Q: 3 clusters Score -134020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134026.437500 Penalty: 3446.176758
	Iteration 24Q: 3 clusters Score -134026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134027.593750 Penalty: 3446.176758
	Iteration 25Q: 3 clusters Score -134027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134027.593750 Penalty: 3446.176758
	Iteration 26F: 3 clusters Score -134027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Entering Unmasked Estep 
Score: -9516774.000000 Penalty: 2772.773682
	Iteration 0F: 2 clusters Score -9516774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -9468574.000000 Penalty: 5545.547363
	Iteration 0F: 3 clusters Score -9468574 nChanged 33595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -9487352.000000 Penalty: 5545.547363
	Iteration 1F: 3 clusters Score -9487352 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -9487975.000000 Penalty: 5545.547363
	Iteration 2Q: 3 clusters Score -9487975 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -9488643.000000 Penalty: 5545.547363
	Iteration 3Q: 3 clusters Score -9488643 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -9489354.000000 Penalty: 5545.547363
	Iteration 4Q: 3 clusters Score -9489354 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -9490189.000000 Penalty: 5545.547363
	Iteration 5Q: 3 clusters Score -9490189 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -9491187.000000 Penalty: 5545.547363
	Iteration 6Q: 3 clusters Score -9491187 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -9492512.000000 Penalty: 5545.547363
	Iteration 7Q: 3 clusters Score -9492512 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -9494033.000000 Penalty: 5545.547363
	Iteration 8Q: 3 clusters Score -9494033 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -9495651.000000 Penalty: 5545.547363
	Iteration 9Q: 3 clusters Score -9495651 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -9497169.000000 Penalty: 5545.547363
	Iteration 10Q: 3 clusters Score -9497169 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -9498367.000000 Penalty: 5545.547363
	Iteration 11Q: 3 clusters Score -9498367 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -9499422.000000 Penalty: 5545.547363
	Iteration 12Q: 3 clusters Score -9499422 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -9500362.000000 Penalty: 5545.547363
	Iteration 13Q: 3 clusters Score -9500362 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -9501192.000000 Penalty: 5545.547363
	Iteration 14Q: 3 clusters Score -9501192 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -9502233.000000 Penalty: 5545.547363
	Iteration 15Q: 3 clusters Score -9502233 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -9503519.000000 Penalty: 5545.547363
	Iteration 16Q: 3 clusters Score -9503519 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -9505101.000000 Penalty: 5545.547363
	Iteration 17Q: 3 clusters Score -9505101 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -9506716.000000 Penalty: 5545.547363
	Iteration 18Q: 3 clusters Score -9506716 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -9508322.000000 Penalty: 5545.547363
	Iteration 19Q: 3 clusters Score -9508322 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -9509946.000000 Penalty: 5545.547363
	Iteration 20F: 3 clusters Score -9509946 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -9511246.000000 Penalty: 5545.547363
	Iteration 21Q: 3 clusters Score -9511246 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -9512299.000000 Penalty: 5545.547363
	Iteration 22Q: 3 clusters Score -9512299 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -9512996.000000 Penalty: 5545.547363
	Iteration 23Q: 3 clusters Score -9512996 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -9513462.000000 Penalty: 5545.547363
	Iteration 24Q: 3 clusters Score -9513462 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9513757.000000 Penalty: 5545.547363
	Iteration 25Q: 3 clusters Score -9513757 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -9513927.000000 Penalty: 5545.547363
	Iteration 26Q: 3 clusters Score -9513927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -9514109.000000 Penalty: 5545.547363
	Iteration 27Q: 3 clusters Score -9514109 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -9514169.000000 Penalty: 5545.547363
	Iteration 28Q: 3 clusters Score -9514169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -9514220.000000 Penalty: 5545.547363
	Iteration 29Q: 3 clusters Score -9514220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -9514262.000000 Penalty: 5545.547363
	Iteration 30Q: 3 clusters Score -9514262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -9514296.000000 Penalty: 5545.547363
	Iteration 31Q: 3 clusters Score -9514296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -9514311.000000 Penalty: 5545.547363
	Iteration 32Q: 3 clusters Score -9514311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9514312.000000 Penalty: 5545.547363
	Iteration 33Q: 3 clusters Score -9514312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -9514342.000000 Penalty: 5545.547363
	Iteration 34Q: 3 clusters Score -9514342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -9514355.000000 Penalty: 5545.547363
	Iteration 35Q: 3 clusters Score -9514355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -9514384.000000 Penalty: 5545.547363
	Iteration 36Q: 3 clusters Score -9514384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -9514398.000000 Penalty: 5545.547363
	Iteration 37Q: 3 clusters Score -9514398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -9514409.000000 Penalty: 5545.547363
	Iteration 38Q: 3 clusters Score -9514409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -9514417.000000 Penalty: 5545.547363
	Iteration 39Q: 3 clusters Score -9514417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -9514415.000000 Penalty: 5545.547363
	Iteration 40F: 3 clusters Score -9514415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -9514431.000000 Penalty: 5545.547363
	Iteration 41Q: 3 clusters Score -9514431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -9514437.000000 Penalty: 5545.547363
	Iteration 42Q: 3 clusters Score -9514437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -9514437.000000 Penalty: 5545.547363
	Iteration 43Q: 3 clusters Score -9514437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -9514443.000000 Penalty: 5545.547363
	Iteration 44Q: 3 clusters Score -9514443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -9514442.000000 Penalty: 5545.547363
	Iteration 45Q: 3 clusters Score -9514442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -9514455.000000 Penalty: 5545.547363
	Iteration 46Q: 3 clusters Score -9514455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -9514465.000000 Penalty: 5545.547363
	Iteration 47Q: 3 clusters Score -9514465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -9514472.000000 Penalty: 5545.547363
	Iteration 48Q: 3 clusters Score -9514472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -9514470.000000 Penalty: 5545.547363
	Iteration 49Q: 3 clusters Score -9514470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -9514470.000000 Penalty: 5545.547363
	Iteration 50Q: 3 clusters Score -9514470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9514473.000000 Penalty: 5545.547363
	Iteration 51Q: 3 clusters Score -9514473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9514472.000000 Penalty: 5545.547363
	Iteration 52Q: 3 clusters Score -9514472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9514471.000000 Penalty: 5545.547363
	Iteration 53Q: 3 clusters Score -9514471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9514478.000000 Penalty: 5545.547363
	Iteration 54Q: 3 clusters Score -9514478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9514474.000000 Penalty: 5545.547363
	Iteration 55Q: 3 clusters Score -9514474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9514474.000000 Penalty: 5545.547363
	Iteration 56F: 3 clusters Score -9514474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -633502.250000 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -633502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -629129.000000 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -629129 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -630204.125000 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -630204.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -630424.000000 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -630424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -630566.500000 Penalty: 4209.522461
	Iteration 3Q: 3 clusters Score -630566.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -630695.687500 Penalty: 4209.522461
	Iteration 4Q: 3 clusters Score -630695.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -630828.687500 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -630828.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -630965.937500 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -630965.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -631112.687500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -631112.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -631240.937500 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -631240.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -631342.250000 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -631342.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -631428.062500 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -631428.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -631510.500000 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -631510.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -631572.750000 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -631572.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -631619.125000 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -631619.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -631662.437500 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -631662.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -631692.562500 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -631692.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -631709.562500 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -631709.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -631723.562500 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -631723.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -631733.937500 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -631733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -631739.500000 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -631739.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -631746.437500 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -631746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -631748.937500 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -631748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -631751.750000 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -631751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -631753.937500 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -631753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -631757.437500 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -631757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -631758.437500 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -631758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -631760.000000 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -631760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -631759.250000 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -631759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -631762.937500 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -631762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -631762.625000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -631762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -631765.000000 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -631765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -631764.937500 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -631764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -631764.937500 Penalty: 4209.522461
	Iteration 32F: 3 clusters Score -631764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -437651.250000 Penalty: 2021.745117
	Iteration 0F: 2 clusters Score -437651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -434162.968750 Penalty: 4043.490234
	Iteration 0F: 3 clusters Score -434163 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -434961.656250 Penalty: 4043.490234
	Iteration 1F: 3 clusters Score -434961.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -435129.218750 Penalty: 4043.490234
	Iteration 2F: 3 clusters Score -435129.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -435243.187500 Penalty: 4043.490234
	Iteration 3Q: 3 clusters Score -435243.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -435335.656250 Penalty: 4043.490234
	Iteration 4Q: 3 clusters Score -435335.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -435412.593750 Penalty: 4043.490234
	Iteration 5Q: 3 clusters Score -435412.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -435482.031250 Penalty: 4043.490234
	Iteration 6Q: 3 clusters Score -435482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -435541.750000 Penalty: 4043.490234
	Iteration 7Q: 3 clusters Score -435541.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -435595.593750 Penalty: 4043.490234
	Iteration 8Q: 3 clusters Score -435595.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -435644.968750 Penalty: 4043.490234
	Iteration 9Q: 3 clusters Score -435645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -435696.531250 Penalty: 4043.490234
	Iteration 10Q: 3 clusters Score -435696.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -435746.062500 Penalty: 4043.490234
	Iteration 11Q: 3 clusters Score -435746.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -435793.937500 Penalty: 4043.490234
	Iteration 12Q: 3 clusters Score -435793.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -435848.031250 Penalty: 4043.490234
	Iteration 13Q: 3 clusters Score -435848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -435893.000000 Penalty: 4043.490234
	Iteration 14Q: 3 clusters Score -435893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -435923.062500 Penalty: 4043.490234
	Iteration 15Q: 3 clusters Score -435923.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -435952.531250 Penalty: 4043.490234
	Iteration 16Q: 3 clusters Score -435952.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -435981.875000 Penalty: 4043.490234
	Iteration 17Q: 3 clusters Score -435981.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -436002.812500 Penalty: 4043.490234
	Iteration 18Q: 3 clusters Score -436002.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -436020.500000 Penalty: 4043.490234
	Iteration 19Q: 3 clusters Score -436020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -436033.281250 Penalty: 4043.490234
	Iteration 20F: 3 clusters Score -436033.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -436041.843750 Penalty: 4043.490234
	Iteration 21Q: 3 clusters Score -436041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -436050.187500 Penalty: 4043.490234
	Iteration 22Q: 3 clusters Score -436050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -436055.437500 Penalty: 4043.490234
	Iteration 23Q: 3 clusters Score -436055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -436058.406250 Penalty: 4043.490234
	Iteration 24Q: 3 clusters Score -436058.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -436062.343750 Penalty: 4043.490234
	Iteration 25Q: 3 clusters Score -436062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -436064.656250 Penalty: 4043.490234
	Iteration 26Q: 3 clusters Score -436064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -436066.187500 Penalty: 4043.490234
	Iteration 27Q: 3 clusters Score -436066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -436069.125000 Penalty: 4043.490234
	Iteration 28Q: 3 clusters Score -436069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -436071.875000 Penalty: 4043.490234
	Iteration 29Q: 3 clusters Score -436071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -436072.875000 Penalty: 4043.490234
	Iteration 30Q: 3 clusters Score -436072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -436074.781250 Penalty: 4043.490234
	Iteration 31Q: 3 clusters Score -436074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -436080.281250 Penalty: 4043.490234
	Iteration 32Q: 3 clusters Score -436080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -436082.031250 Penalty: 4043.490234
	Iteration 33Q: 3 clusters Score -436082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436083.593750 Penalty: 4043.490234
	Iteration 34Q: 3 clusters Score -436083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -436084.250000 Penalty: 4043.490234
	Iteration 35Q: 3 clusters Score -436084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -436087.000000 Penalty: 4043.490234
	Iteration 36Q: 3 clusters Score -436087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436086.875000 Penalty: 4043.490234
	Iteration 37Q: 3 clusters Score -436086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -436088.218750 Penalty: 4043.490234
	Iteration 38Q: 3 clusters Score -436088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436087.906250 Penalty: 4043.490234
	Iteration 39Q: 3 clusters Score -436087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436087.906250 Penalty: 4043.490234
	Iteration 40F: 3 clusters Score -436087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Entering Unmasked Estep 
Score: -1250450.500000 Penalty: 2274.066406
	Iteration 0F: 2 clusters Score -1250450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1243069.000000 Penalty: 4548.132812
	Iteration 0F: 3 clusters Score -1243069 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1245167.000000 Penalty: 4548.132812
	Iteration 1F: 3 clusters Score -1245167 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1245460.375000 Penalty: 4548.132812
	Iteration 2F: 3 clusters Score -1245460 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1245683.500000 Penalty: 4548.132812
	Iteration 3Q: 3 clusters Score -1245684 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1245844.875000 Penalty: 4548.132812
	Iteration 4Q: 3 clusters Score -1245845 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1246010.125000 Penalty: 4548.132812
	Iteration 5Q: 3 clusters Score -1246010 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1246177.375000 Penalty: 4548.132812
	Iteration 6Q: 3 clusters Score -1246177 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1246362.000000 Penalty: 4548.132812
	Iteration 7Q: 3 clusters Score -1246362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1246556.625000 Penalty: 4548.132812
	Iteration 8Q: 3 clusters Score -1246557 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1246745.875000 Penalty: 4548.132812
	Iteration 9Q: 3 clusters Score -1246746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1246949.500000 Penalty: 4548.132812
	Iteration 10Q: 3 clusters Score -1246950 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1247183.125000 Penalty: 4548.132812
	Iteration 11Q: 3 clusters Score -1247183 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1247439.000000 Penalty: 4548.132812
	Iteration 12Q: 3 clusters Score -1247439 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1247692.500000 Penalty: 4548.132812
	Iteration 13Q: 3 clusters Score -1247692 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1247946.875000 Penalty: 4548.132812
	Iteration 14Q: 3 clusters Score -1247947 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1248202.000000 Penalty: 4548.132812
	Iteration 15Q: 3 clusters Score -1248202 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1248467.375000 Penalty: 4548.132812
	Iteration 16Q: 3 clusters Score -1248467 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1248724.375000 Penalty: 4548.132812
	Iteration 17Q: 3 clusters Score -1248724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1248940.875000 Penalty: 4548.132812
	Iteration 18Q: 3 clusters Score -1248941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1249087.375000 Penalty: 4548.132812
	Iteration 19Q: 3 clusters Score -1249087 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1249209.250000 Penalty: 4548.132812
	Iteration 20F: 3 clusters Score -1249209 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1249291.375000 Penalty: 4548.132812
	Iteration 21Q: 3 clusters Score -1249291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1249350.625000 Penalty: 4548.132812
	Iteration 22Q: 3 clusters Score -1249351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1249379.875000 Penalty: 4548.132812
	Iteration 23Q: 3 clusters Score -1249380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1249388.750000 Penalty: 4548.132812
	Iteration 24Q: 3 clusters Score -1249389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1249397.875000 Penalty: 4548.132812
	Iteration 25Q: 3 clusters Score -1249398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1249398.625000 Penalty: 4548.132812
	Iteration 26Q: 3 clusters Score -1249399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1249404.250000 Penalty: 4548.132812
	Iteration 27Q: 3 clusters Score -1249404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1249403.750000 Penalty: 4548.132812
	Iteration 28Q: 3 clusters Score -1249404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1249404.000000 Penalty: 4548.132812
	Iteration 29Q: 3 clusters Score -1249404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1249404.000000 Penalty: 4548.132812
	Iteration 30F: 3 clusters Score -1249404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Entering Unmasked Estep 
Score: -3869906.250000 Penalty: 2551.221680
	Iteration 0F: 2 clusters Score -3869906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3849797.250000 Penalty: 5102.443359
	Iteration 0F: 3 clusters Score -3849797 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3857012.750000 Penalty: 5102.443359
	Iteration 1F: 3 clusters Score -3857013 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3857437.000000 Penalty: 5102.443359
	Iteration 2Q: 3 clusters Score -3857437 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3857823.500000 Penalty: 5102.443359
	Iteration 3Q: 3 clusters Score -3857824 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3858215.000000 Penalty: 5102.443359
	Iteration 4Q: 3 clusters Score -3858215 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3858778.000000 Penalty: 5102.443359
	Iteration 5Q: 3 clusters Score -3858778 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3859577.250000 Penalty: 5102.443359
	Iteration 6F: 3 clusters Score -3859577 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3860741.500000 Penalty: 5102.443359
	Iteration 7F: 3 clusters Score -3860742 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3862244.500000 Penalty: 5102.443359
	Iteration 8F: 3 clusters Score -3862244 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3863878.500000 Penalty: 5102.443359
	Iteration 9F: 3 clusters Score -3863878 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3865306.500000 Penalty: 5102.443359
	Iteration 10F: 3 clusters Score -3865306 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3866325.500000 Penalty: 5102.443359
	Iteration 11Q: 3 clusters Score -3866326 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3867010.750000 Penalty: 5102.443359
	Iteration 12Q: 3 clusters Score -3867011 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3867456.750000 Penalty: 5102.443359
	Iteration 13Q: 3 clusters Score -3867457 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3867844.000000 Penalty: 5102.443359
	Iteration 14Q: 3 clusters Score -3867844 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3868109.250000 Penalty: 5102.443359
	Iteration 15Q: 3 clusters Score -3868109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3868239.750000 Penalty: 5102.443359
	Iteration 16Q: 3 clusters Score -3868240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3868303.750000 Penalty: 5102.443359
	Iteration 17Q: 3 clusters Score -3868304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3868330.750000 Penalty: 5102.443359
	Iteration 18Q: 3 clusters Score -3868331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3868360.750000 Penalty: 5102.443359
	Iteration 19Q: 3 clusters Score -3868361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3868370.000000 Penalty: 5102.443359
	Iteration 20F: 3 clusters Score -3868370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3868377.250000 Penalty: 5102.443359
	Iteration 21Q: 3 clusters Score -3868377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3868374.250000 Penalty: 5102.443359
	Iteration 22Q: 3 clusters Score -3868374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3868380.000000 Penalty: 5102.443359
	Iteration 23Q: 3 clusters Score -3868380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3868380.250000 Penalty: 5102.443359
	Iteration 24Q: 3 clusters Score -3868380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3868378.500000 Penalty: 5102.443359
	Iteration 25Q: 3 clusters Score -3868378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3868381.500000 Penalty: 5102.443359
	Iteration 26Q: 3 clusters Score -3868382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3868382.500000 Penalty: 5102.443359
	Iteration 27Q: 3 clusters Score -3868382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3868382.500000 Penalty: 5102.443359
	Iteration 28F: 3 clusters Score -3868382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -1055950.750000 Penalty: 2230.216064
	Iteration 0F: 2 clusters Score -1055951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1049522.500000 Penalty: 4460.432129
	Iteration 0F: 3 clusters Score -1049522 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1051425.500000 Penalty: 4460.432129
	Iteration 1F: 3 clusters Score -1051426 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1052133.750000 Penalty: 4460.432129
	Iteration 2F: 3 clusters Score -1052134 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1053109.875000 Penalty: 4460.432129
	Iteration 3F: 3 clusters Score -1053110 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1054081.625000 Penalty: 4460.432129
	Iteration 4F: 3 clusters Score -1054082 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1054620.875000 Penalty: 4460.432129
	Iteration 5F: 3 clusters Score -1054621 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1054841.125000 Penalty: 4460.432129
	Iteration 6Q: 3 clusters Score -1054841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1054929.500000 Penalty: 4460.432129
	Iteration 7Q: 3 clusters Score -1054930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1054957.375000 Penalty: 4460.432129
	Iteration 8Q: 3 clusters Score -1054957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1054971.250000 Penalty: 4460.432129
	Iteration 9Q: 3 clusters Score -1054971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1054981.000000 Penalty: 4460.432129
	Iteration 10Q: 3 clusters Score -1054981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1054984.750000 Penalty: 4460.432129
	Iteration 11Q: 3 clusters Score -1054985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1054988.375000 Penalty: 4460.432129
	Iteration 12Q: 3 clusters Score -1054988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1054991.000000 Penalty: 4460.432129
	Iteration 13Q: 3 clusters Score -1054991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1054991.375000 Penalty: 4460.432129
	Iteration 14Q: 3 clusters Score -1054991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1054991.500000 Penalty: 4460.432129
	Iteration 15Q: 3 clusters Score -1054992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1054992.375000 Penalty: 4460.432129
	Iteration 16Q: 3 clusters Score -1054992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1054994.000000 Penalty: 4460.432129
	Iteration 17Q: 3 clusters Score -1054994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1054994.750000 Penalty: 4460.432129
	Iteration 18Q: 3 clusters Score -1054995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1054994.500000 Penalty: 4460.432129
	Iteration 19Q: 3 clusters Score -1054994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1054994.500000 Penalty: 4460.432129
	Iteration 20F: 3 clusters Score -1054994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1054994.875000 Penalty: 4460.432129
	Iteration 21Q: 3 clusters Score -1054995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1054994.875000 Penalty: 4460.432129
	Iteration 22F: 3 clusters Score -1054995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -771406.375000 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -771406.4 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 2847 members 
Entering Unmasked Estep 
Score: -766430.062500 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -766430.1 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -767667.000000 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -767667 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -767857.562500 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -767857.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -767989.875000 Penalty: 4294.883789
	Iteration 3Q: 3 clusters Score -767989.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -768089.625000 Penalty: 4294.883789
	Iteration 4Q: 3 clusters Score -768089.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -768164.937500 Penalty: 4294.883789
	Iteration 5Q: 3 clusters Score -768164.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -768221.062500 Penalty: 4294.883789
	Iteration 6Q: 3 clusters Score -768221.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -768273.812500 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -768273.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -768324.687500 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -768324.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -768366.625000 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -768366.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -768413.125000 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -768413.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -768466.375000 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -768466.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -768519.250000 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -768519.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -768558.375000 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -768558.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -768600.750000 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -768600.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -768657.000000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -768657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -768712.062500 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -768712.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -768757.875000 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -768757.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -768796.937500 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -768796.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -768840.937500 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -768840.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -768885.500000 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -768885.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -768924.562500 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -768924.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -768960.312500 Penalty: 4294.883789
	Iteration 22Q: 3 clusters Score -768960.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -768992.375000 Penalty: 4294.883789
	Iteration 23Q: 3 clusters Score -768992.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -769025.312500 Penalty: 4294.883789
	Iteration 24Q: 3 clusters Score -769025.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -769050.750000 Penalty: 4294.883789
	Iteration 25Q: 3 clusters Score -769050.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -769076.187500 Penalty: 4294.883789
	Iteration 26Q: 3 clusters Score -769076.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -769103.625000 Penalty: 4294.883789
	Iteration 27Q: 3 clusters Score -769103.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -769137.000000 Penalty: 4294.883789
	Iteration 28Q: 3 clusters Score -769137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -769164.187500 Penalty: 4294.883789
	Iteration 29Q: 3 clusters Score -769164.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -769185.750000 Penalty: 4294.883789
	Iteration 30Q: 3 clusters Score -769185.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -769203.375000 Penalty: 4294.883789
	Iteration 31Q: 3 clusters Score -769203.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -769215.937500 Penalty: 4294.883789
	Iteration 32Q: 3 clusters Score -769215.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -769229.562500 Penalty: 4294.883789
	Iteration 33Q: 3 clusters Score -769229.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -769242.375000 Penalty: 4294.883789
	Iteration 34Q: 3 clusters Score -769242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -769248.937500 Penalty: 4294.883789
	Iteration 35Q: 3 clusters Score -769248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -769253.062500 Penalty: 4294.883789
	Iteration 36Q: 3 clusters Score -769253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -769258.375000 Penalty: 4294.883789
	Iteration 37Q: 3 clusters Score -769258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -769264.625000 Penalty: 4294.883789
	Iteration 38Q: 3 clusters Score -769264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -769270.375000 Penalty: 4294.883789
	Iteration 39Q: 3 clusters Score -769270.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -769280.125000 Penalty: 4294.883789
	Iteration 40F: 3 clusters Score -769280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -769286.000000 Penalty: 4294.883789
	Iteration 41Q: 3 clusters Score -769286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -769294.500000 Penalty: 4294.883789
	Iteration 42Q: 3 clusters Score -769294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -769298.312500 Penalty: 4294.883789
	Iteration 43Q: 3 clusters Score -769298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -769304.000000 Penalty: 4294.883789
	Iteration 44Q: 3 clusters Score -769304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -769307.000000 Penalty: 4294.883789
	Iteration 45Q: 3 clusters Score -769307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -769310.062500 Penalty: 4294.883789
	Iteration 46Q: 3 clusters Score -769310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -769315.187500 Penalty: 4294.883789
	Iteration 47Q: 3 clusters Score -769315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -769317.750000 Penalty: 4294.883789
	Iteration 48Q: 3 clusters Score -769317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -769321.500000 Penalty: 4294.883789
	Iteration 49Q: 3 clusters Score -769321.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -769328.750000 Penalty: 4294.883789
	Iteration 50Q: 3 clusters Score -769328.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -769337.250000 Penalty: 4294.883789
	Iteration 51Q: 3 clusters Score -769337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -769344.687500 Penalty: 4294.883789
	Iteration 52Q: 3 clusters Score -769344.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -769350.875000 Penalty: 4294.883789
	Iteration 53Q: 3 clusters Score -769350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -769354.625000 Penalty: 4294.883789
	Iteration 54Q: 3 clusters Score -769354.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -769359.937500 Penalty: 4294.883789
	Iteration 55Q: 3 clusters Score -769359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -769361.500000 Penalty: 4294.883789
	Iteration 56Q: 3 clusters Score -769361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -769370.687500 Penalty: 4294.883789
	Iteration 57Q: 3 clusters Score -769370.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -769374.562500 Penalty: 4294.883789
	Iteration 58Q: 3 clusters Score -769374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -769376.000000 Penalty: 4294.883789
	Iteration 59Q: 3 clusters Score -769376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -769376.500000 Penalty: 4294.883789
	Iteration 60F: 3 clusters Score -769376.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -769377.000000 Penalty: 4294.883789
	Iteration 61Q: 3 clusters Score -769377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -769377.000000 Penalty: 4294.883789
	Iteration 62F: 3 clusters Score -769377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -140227.468750 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -140227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138263.968750 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -138264 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138667.078125 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -138667.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138844.546875 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -138844.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138985.640625 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -138985.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139092.671875 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -139092.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139150.968750 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -139151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139179.156250 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -139179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139196.921875 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -139196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139205.343750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -139205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139211.468750 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -139211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139216.140625 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -139216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139222.046875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -139222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -139225.312500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -139225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139226.781250 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -139226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139231.656250 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -139231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139234.078125 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -139234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139234.078125 Penalty: 3480.683105
	Iteration 16F: 3 clusters Score -139234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -26525.203125 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -26525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25374.917969 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -25374.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25455.259766 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -25455.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25490.033203 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -25490.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25496.142578 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -25496.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25496.142578 Penalty: 2679.728027
	Iteration 4F: 3 clusters Score -25496.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -6351666.500000 Penalty: 2668.381592
	Iteration 0F: 2 clusters Score -6351666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6319893.500000 Penalty: 5336.763184
	Iteration 0F: 3 clusters Score -6319894 nChanged 21667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6332041.000000 Penalty: 5336.763184
	Iteration 1F: 3 clusters Score -6332041 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6332909.000000 Penalty: 5336.763184
	Iteration 2Q: 3 clusters Score -6332909 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6333877.000000 Penalty: 5336.763184
	Iteration 3Q: 3 clusters Score -6333877 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -6334895.500000 Penalty: 5336.763184
	Iteration 4Q: 3 clusters Score -6334896 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6335993.000000 Penalty: 5336.763184
	Iteration 5F: 3 clusters Score -6335993 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6336993.000000 Penalty: 5336.763184
	Iteration 6F: 3 clusters Score -6336993 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6338044.000000 Penalty: 5336.763184
	Iteration 7Q: 3 clusters Score -6338044 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -6339048.000000 Penalty: 5336.763184
	Iteration 8Q: 3 clusters Score -6339048 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6339952.000000 Penalty: 5336.763184
	Iteration 9Q: 3 clusters Score -6339952 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6340958.500000 Penalty: 5336.763184
	Iteration 10Q: 3 clusters Score -6340958 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6341988.000000 Penalty: 5336.763184
	Iteration 11Q: 3 clusters Score -6341988 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6342894.500000 Penalty: 5336.763184
	Iteration 12Q: 3 clusters Score -6342894 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6343593.000000 Penalty: 5336.763184
	Iteration 13Q: 3 clusters Score -6343593 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -6344115.500000 Penalty: 5336.763184
	Iteration 14Q: 3 clusters Score -6344116 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6344457.500000 Penalty: 5336.763184
	Iteration 15Q: 3 clusters Score -6344458 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6344732.000000 Penalty: 5336.763184
	Iteration 16Q: 3 clusters Score -6344732 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6344895.500000 Penalty: 5336.763184
	Iteration 17Q: 3 clusters Score -6344896 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6345030.000000 Penalty: 5336.763184
	Iteration 18Q: 3 clusters Score -6345030 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6345147.000000 Penalty: 5336.763184
	Iteration 19Q: 3 clusters Score -6345147 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -6345234.000000 Penalty: 5336.763184
	Iteration 20F: 3 clusters Score -6345234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6345283.500000 Penalty: 5336.763184
	Iteration 21Q: 3 clusters Score -6345284 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6345341.500000 Penalty: 5336.763184
	Iteration 22Q: 3 clusters Score -6345342 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -6345375.000000 Penalty: 5336.763184
	Iteration 23Q: 3 clusters Score -6345375 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6345420.500000 Penalty: 5336.763184
	Iteration 24Q: 3 clusters Score -6345420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -6345450.500000 Penalty: 5336.763184
	Iteration 25Q: 3 clusters Score -6345450 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6345464.500000 Penalty: 5336.763184
	Iteration 26Q: 3 clusters Score -6345464 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6345507.500000 Penalty: 5336.763184
	Iteration 27Q: 3 clusters Score -6345508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6345526.000000 Penalty: 5336.763184
	Iteration 28Q: 3 clusters Score -6345526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6345549.000000 Penalty: 5336.763184
	Iteration 29Q: 3 clusters Score -6345549 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6345555.000000 Penalty: 5336.763184
	Iteration 30Q: 3 clusters Score -6345555 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -6345565.000000 Penalty: 5336.763184
	Iteration 31Q: 3 clusters Score -6345565 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6345594.500000 Penalty: 5336.763184
	Iteration 32Q: 3 clusters Score -6345594 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6345591.500000 Penalty: 5336.763184
	Iteration 33Q: 3 clusters Score -6345592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6345606.000000 Penalty: 5336.763184
	Iteration 34Q: 3 clusters Score -6345606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6345621.500000 Penalty: 5336.763184
	Iteration 35Q: 3 clusters Score -6345622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -6345630.500000 Penalty: 5336.763184
	Iteration 36Q: 3 clusters Score -6345630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -6345622.000000 Penalty: 5336.763184
	Iteration 37Q: 3 clusters Score -6345622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -6345635.000000 Penalty: 5336.763184
	Iteration 38Q: 3 clusters Score -6345635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6345631.000000 Penalty: 5336.763184
	Iteration 39Q: 3 clusters Score -6345631 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6345642.500000 Penalty: 5336.763184
	Iteration 40F: 3 clusters Score -6345642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6345632.500000 Penalty: 5336.763184
	Iteration 41Q: 3 clusters Score -6345632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -6345648.000000 Penalty: 5336.763184
	Iteration 42Q: 3 clusters Score -6345648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -6345656.500000 Penalty: 5336.763184
	Iteration 43Q: 3 clusters Score -6345656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6345652.000000 Penalty: 5336.763184
	Iteration 44Q: 3 clusters Score -6345652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -6345655.000000 Penalty: 5336.763184
	Iteration 45Q: 3 clusters Score -6345655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6345664.500000 Penalty: 5336.763184
	Iteration 46Q: 3 clusters Score -6345664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6345666.000000 Penalty: 5336.763184
	Iteration 47Q: 3 clusters Score -6345666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6345675.500000 Penalty: 5336.763184
	Iteration 48Q: 3 clusters Score -6345676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6345694.500000 Penalty: 5336.763184
	Iteration 49Q: 3 clusters Score -6345694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6345703.000000 Penalty: 5336.763184
	Iteration 50Q: 3 clusters Score -6345703 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6345695.000000 Penalty: 5336.763184
	Iteration 51Q: 3 clusters Score -6345695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6345704.000000 Penalty: 5336.763184
	Iteration 52Q: 3 clusters Score -6345704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6345716.000000 Penalty: 5336.763184
	Iteration 53Q: 3 clusters Score -6345716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6345724.000000 Penalty: 5336.763184
	Iteration 54Q: 3 clusters Score -6345724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6345744.000000 Penalty: 5336.763184
	Iteration 55Q: 3 clusters Score -6345744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6345761.000000 Penalty: 5336.763184
	Iteration 56Q: 3 clusters Score -6345761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6345780.500000 Penalty: 5336.763184
	Iteration 57Q: 3 clusters Score -6345780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6345798.500000 Penalty: 5336.763184
	Iteration 58Q: 3 clusters Score -6345798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6345793.500000 Penalty: 5336.763184
	Iteration 59Q: 3 clusters Score -6345794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6345789.500000 Penalty: 5336.763184
	Iteration 60F: 3 clusters Score -6345790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -6345792.500000 Penalty: 5336.763184
	Iteration 61Q: 3 clusters Score -6345792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6345811.500000 Penalty: 5336.763184
	Iteration 62Q: 3 clusters Score -6345812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -6345842.000000 Penalty: 5336.763184
	Iteration 63Q: 3 clusters Score -6345842 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6345860.000000 Penalty: 5336.763184
	Iteration 64Q: 3 clusters Score -6345860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -6345879.500000 Penalty: 5336.763184
	Iteration 65Q: 3 clusters Score -6345880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6345886.500000 Penalty: 5336.763184
	Iteration 66Q: 3 clusters Score -6345886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6345899.500000 Penalty: 5336.763184
	Iteration 67Q: 3 clusters Score -6345900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6345905.500000 Penalty: 5336.763184
	Iteration 68Q: 3 clusters Score -6345906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -6345913.500000 Penalty: 5336.763184
	Iteration 69Q: 3 clusters Score -6345914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -6345923.500000 Penalty: 5336.763184
	Iteration 70Q: 3 clusters Score -6345924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -6345976.500000 Penalty: 5336.763184
	Iteration 71Q: 3 clusters Score -6345976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -6346000.500000 Penalty: 5336.763184
	Iteration 72Q: 3 clusters Score -6346000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -6346007.000000 Penalty: 5336.763184
	Iteration 73Q: 3 clusters Score -6346007 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6346055.500000 Penalty: 5336.763184
	Iteration 74Q: 3 clusters Score -6346056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6346075.000000 Penalty: 5336.763184
	Iteration 75Q: 3 clusters Score -6346075 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6346088.500000 Penalty: 5336.763184
	Iteration 76Q: 3 clusters Score -6346088 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6346093.000000 Penalty: 5336.763184
	Iteration 77Q: 3 clusters Score -6346093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6346105.000000 Penalty: 5336.763184
	Iteration 78Q: 3 clusters Score -6346105 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6346122.000000 Penalty: 5336.763184
	Iteration 79Q: 3 clusters Score -6346122 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -6346139.500000 Penalty: 5336.763184
	Iteration 80F: 3 clusters Score -6346140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -6346161.500000 Penalty: 5336.763184
	Iteration 81Q: 3 clusters Score -6346162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -6346173.000000 Penalty: 5336.763184
	Iteration 82Q: 3 clusters Score -6346173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6346191.500000 Penalty: 5336.763184
	Iteration 83Q: 3 clusters Score -6346192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -6346208.000000 Penalty: 5336.763184
	Iteration 84Q: 3 clusters Score -6346208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -6346248.000000 Penalty: 5336.763184
	Iteration 85Q: 3 clusters Score -6346248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -6346237.500000 Penalty: 5336.763184
	Iteration 86Q: 3 clusters Score -6346238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6346244.500000 Penalty: 5336.763184
	Iteration 87Q: 3 clusters Score -6346244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -6346262.000000 Penalty: 5336.763184
	Iteration 88Q: 3 clusters Score -6346262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6346306.000000 Penalty: 5336.763184
	Iteration 89Q: 3 clusters Score -6346306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -6346317.500000 Penalty: 5336.763184
	Iteration 90Q: 3 clusters Score -6346318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -6346348.500000 Penalty: 5336.763184
	Iteration 91Q: 3 clusters Score -6346348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6346378.500000 Penalty: 5336.763184
	Iteration 92Q: 3 clusters Score -6346378 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -6346385.000000 Penalty: 5336.763184
	Iteration 93Q: 3 clusters Score -6346385 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -6346417.000000 Penalty: 5336.763184
	Iteration 94Q: 3 clusters Score -6346417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -6346427.500000 Penalty: 5336.763184
	Iteration 95Q: 3 clusters Score -6346428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6346442.500000 Penalty: 5336.763184
	Iteration 96Q: 3 clusters Score -6346442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6346439.500000 Penalty: 5336.763184
	Iteration 97Q: 3 clusters Score -6346440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6346459.500000 Penalty: 5336.763184
	Iteration 98Q: 3 clusters Score -6346460 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6346472.000000 Penalty: 5336.763184
	Iteration 99Q: 3 clusters Score -6346472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -6346472.500000 Penalty: 5336.763184
	Iteration 100F: 3 clusters Score -6346472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6346511.500000 Penalty: 5336.763184
	Iteration 101Q: 3 clusters Score -6346512 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6346523.500000 Penalty: 5336.763184
	Iteration 102Q: 3 clusters Score -6346524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -6346561.000000 Penalty: 5336.763184
	Iteration 103Q: 3 clusters Score -6346561 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6346609.500000 Penalty: 5336.763184
	Iteration 104Q: 3 clusters Score -6346610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -6346620.500000 Penalty: 5336.763184
	Iteration 105Q: 3 clusters Score -6346620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6346620.500000 Penalty: 5336.763184
	Iteration 106Q: 3 clusters Score -6346620 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -6346639.000000 Penalty: 5336.763184
	Iteration 107Q: 3 clusters Score -6346639 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6346673.000000 Penalty: 5336.763184
	Iteration 108Q: 3 clusters Score -6346673 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -6346696.500000 Penalty: 5336.763184
	Iteration 109Q: 3 clusters Score -6346696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -6346713.500000 Penalty: 5336.763184
	Iteration 110Q: 3 clusters Score -6346714 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -6346733.000000 Penalty: 5336.763184
	Iteration 111Q: 3 clusters Score -6346733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6346775.000000 Penalty: 5336.763184
	Iteration 112Q: 3 clusters Score -6346775 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -6346784.000000 Penalty: 5336.763184
	Iteration 113Q: 3 clusters Score -6346784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6346808.000000 Penalty: 5336.763184
	Iteration 114Q: 3 clusters Score -6346808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6346816.000000 Penalty: 5336.763184
	Iteration 115Q: 3 clusters Score -6346816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6346826.500000 Penalty: 5336.763184
	Iteration 116Q: 3 clusters Score -6346826 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -6346836.000000 Penalty: 5336.763184
	Iteration 117Q: 3 clusters Score -6346836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -6346837.500000 Penalty: 5336.763184
	Iteration 118Q: 3 clusters Score -6346838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -6346879.000000 Penalty: 5336.763184
	Iteration 119Q: 3 clusters Score -6346879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6346888.500000 Penalty: 5336.763184
	Iteration 120F: 3 clusters Score -6346888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6346906.500000 Penalty: 5336.763184
	Iteration 121Q: 3 clusters Score -6346906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -6346932.000000 Penalty: 5336.763184
	Iteration 122Q: 3 clusters Score -6346932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -6346931.000000 Penalty: 5336.763184
	Iteration 123Q: 3 clusters Score -6346931 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -6346949.500000 Penalty: 5336.763184
	Iteration 124Q: 3 clusters Score -6346950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -6346961.500000 Penalty: 5336.763184
	Iteration 125Q: 3 clusters Score -6346962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -6346971.500000 Penalty: 5336.763184
	Iteration 126Q: 3 clusters Score -6346972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6346989.000000 Penalty: 5336.763184
	Iteration 127Q: 3 clusters Score -6346989 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -6347002.000000 Penalty: 5336.763184
	Iteration 128Q: 3 clusters Score -6347002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -6347003.500000 Penalty: 5336.763184
	Iteration 129Q: 3 clusters Score -6347004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -6347025.000000 Penalty: 5336.763184
	Iteration 130Q: 3 clusters Score -6347025 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -6347032.500000 Penalty: 5336.763184
	Iteration 131Q: 3 clusters Score -6347032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -6347037.500000 Penalty: 5336.763184
	Iteration 132Q: 3 clusters Score -6347038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -6347060.000000 Penalty: 5336.763184
	Iteration 133Q: 3 clusters Score -6347060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6347089.000000 Penalty: 5336.763184
	Iteration 134Q: 3 clusters Score -6347089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -6347076.000000 Penalty: 5336.763184
	Iteration 135Q: 3 clusters Score -6347076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -6347108.000000 Penalty: 5336.763184
	Iteration 136Q: 3 clusters Score -6347108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -6347132.000000 Penalty: 5336.763184
	Iteration 137Q: 3 clusters Score -6347132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -6347140.500000 Penalty: 5336.763184
	Iteration 138Q: 3 clusters Score -6347140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -6347154.000000 Penalty: 5336.763184
	Iteration 139Q: 3 clusters Score -6347154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6347170.500000 Penalty: 5336.763184
	Iteration 140F: 3 clusters Score -6347170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -6347176.500000 Penalty: 5336.763184
	Iteration 141Q: 3 clusters Score -6347176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -6347178.000000 Penalty: 5336.763184
	Iteration 142Q: 3 clusters Score -6347178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -6347197.000000 Penalty: 5336.763184
	Iteration 143Q: 3 clusters Score -6347197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -6347193.000000 Penalty: 5336.763184
	Iteration 144Q: 3 clusters Score -6347193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -6347203.000000 Penalty: 5336.763184
	Iteration 145Q: 3 clusters Score -6347203 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -6347235.500000 Penalty: 5336.763184
	Iteration 146Q: 3 clusters Score -6347236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6347223.500000 Penalty: 5336.763184
	Iteration 147Q: 3 clusters Score -6347224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6347251.500000 Penalty: 5336.763184
	Iteration 148Q: 3 clusters Score -6347252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -6347269.000000 Penalty: 5336.763184
	Iteration 149Q: 3 clusters Score -6347269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -6347286.000000 Penalty: 5336.763184
	Iteration 150Q: 3 clusters Score -6347286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -6347291.000000 Penalty: 5336.763184
	Iteration 151Q: 3 clusters Score -6347291 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -6347295.500000 Penalty: 5336.763184
	Iteration 152Q: 3 clusters Score -6347296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -6347314.000000 Penalty: 5336.763184
	Iteration 153Q: 3 clusters Score -6347314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6347330.500000 Penalty: 5336.763184
	Iteration 154Q: 3 clusters Score -6347330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -6347341.500000 Penalty: 5336.763184
	Iteration 155Q: 3 clusters Score -6347342 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -6347352.000000 Penalty: 5336.763184
	Iteration 156Q: 3 clusters Score -6347352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -6347366.000000 Penalty: 5336.763184
	Iteration 157Q: 3 clusters Score -6347366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6347371.500000 Penalty: 5336.763184
	Iteration 158Q: 3 clusters Score -6347372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -6347393.500000 Penalty: 5336.763184
	Iteration 159Q: 3 clusters Score -6347394 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -6347379.000000 Penalty: 5336.763184
	Iteration 160F: 3 clusters Score -6347379 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -6347413.000000 Penalty: 5336.763184
	Iteration 161Q: 3 clusters Score -6347413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6347420.500000 Penalty: 5336.763184
	Iteration 162Q: 3 clusters Score -6347420 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -6347433.500000 Penalty: 5336.763184
	Iteration 163Q: 3 clusters Score -6347434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6347438.000000 Penalty: 5336.763184
	Iteration 164Q: 3 clusters Score -6347438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6347444.500000 Penalty: 5336.763184
	Iteration 165Q: 3 clusters Score -6347444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6347458.000000 Penalty: 5336.763184
	Iteration 166Q: 3 clusters Score -6347458 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6347461.500000 Penalty: 5336.763184
	Iteration 167Q: 3 clusters Score -6347462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -6347460.500000 Penalty: 5336.763184
	Iteration 168Q: 3 clusters Score -6347460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -6347492.500000 Penalty: 5336.763184
	Iteration 169Q: 3 clusters Score -6347492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6347507.000000 Penalty: 5336.763184
	Iteration 170Q: 3 clusters Score -6347507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -6347518.000000 Penalty: 5336.763184
	Iteration 171Q: 3 clusters Score -6347518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -6347550.000000 Penalty: 5336.763184
	Iteration 172Q: 3 clusters Score -6347550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6347565.000000 Penalty: 5336.763184
	Iteration 173Q: 3 clusters Score -6347565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -6347588.500000 Penalty: 5336.763184
	Iteration 174Q: 3 clusters Score -6347588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -6347596.500000 Penalty: 5336.763184
	Iteration 175Q: 3 clusters Score -6347596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -6347588.500000 Penalty: 5336.763184
	Iteration 176Q: 3 clusters Score -6347588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6347606.000000 Penalty: 5336.763184
	Iteration 177Q: 3 clusters Score -6347606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6347640.500000 Penalty: 5336.763184
	Iteration 178Q: 3 clusters Score -6347640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -6347642.500000 Penalty: 5336.763184
	Iteration 179Q: 3 clusters Score -6347642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6347661.000000 Penalty: 5336.763184
	Iteration 180F: 3 clusters Score -6347661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -6347668.500000 Penalty: 5336.763184
	Iteration 181Q: 3 clusters Score -6347668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -6347681.500000 Penalty: 5336.763184
	Iteration 182Q: 3 clusters Score -6347682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6347707.500000 Penalty: 5336.763184
	Iteration 183Q: 3 clusters Score -6347708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -6347743.500000 Penalty: 5336.763184
	Iteration 184Q: 3 clusters Score -6347744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6347766.500000 Penalty: 5336.763184
	Iteration 185Q: 3 clusters Score -6347766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6347784.500000 Penalty: 5336.763184
	Iteration 186Q: 3 clusters Score -6347784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -6347824.500000 Penalty: 5336.763184
	Iteration 187Q: 3 clusters Score -6347824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -6347831.000000 Penalty: 5336.763184
	Iteration 188Q: 3 clusters Score -6347831 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6347872.000000 Penalty: 5336.763184
	Iteration 189Q: 3 clusters Score -6347872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6347905.500000 Penalty: 5336.763184
	Iteration 190Q: 3 clusters Score -6347906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6347909.500000 Penalty: 5336.763184
	Iteration 191Q: 3 clusters Score -6347910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -6347925.500000 Penalty: 5336.763184
	Iteration 192Q: 3 clusters Score -6347926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6347949.500000 Penalty: 5336.763184
	Iteration 193Q: 3 clusters Score -6347950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6347986.000000 Penalty: 5336.763184
	Iteration 194Q: 3 clusters Score -6347986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -6348010.000000 Penalty: 5336.763184
	Iteration 195Q: 3 clusters Score -6348010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -6348041.000000 Penalty: 5336.763184
	Iteration 196Q: 3 clusters Score -6348041 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -6348055.000000 Penalty: 5336.763184
	Iteration 197Q: 3 clusters Score -6348055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -6348087.000000 Penalty: 5336.763184
	Iteration 198Q: 3 clusters Score -6348087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6348129.500000 Penalty: 5336.763184
	Iteration 199Q: 3 clusters Score -6348130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6348156.000000 Penalty: 5336.763184
	Iteration 200F: 3 clusters Score -6348156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6348185.000000 Penalty: 5336.763184
	Iteration 201Q: 3 clusters Score -6348185 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -6348208.500000 Penalty: 5336.763184
	Iteration 202Q: 3 clusters Score -6348208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6348248.500000 Penalty: 5336.763184
	Iteration 203Q: 3 clusters Score -6348248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6348257.500000 Penalty: 5336.763184
	Iteration 204Q: 3 clusters Score -6348258 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6348332.500000 Penalty: 5336.763184
	Iteration 205Q: 3 clusters Score -6348332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6348378.000000 Penalty: 5336.763184
	Iteration 206Q: 3 clusters Score -6348378 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6348402.000000 Penalty: 5336.763184
	Iteration 207Q: 3 clusters Score -6348402 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6348460.000000 Penalty: 5336.763184
	Iteration 208Q: 3 clusters Score -6348460 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6348536.500000 Penalty: 5336.763184
	Iteration 209Q: 3 clusters Score -6348536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6348578.500000 Penalty: 5336.763184
	Iteration 210Q: 3 clusters Score -6348578 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6348619.500000 Penalty: 5336.763184
	Iteration 211Q: 3 clusters Score -6348620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6348692.000000 Penalty: 5336.763184
	Iteration 212Q: 3 clusters Score -6348692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6348731.000000 Penalty: 5336.763184
	Iteration 213Q: 3 clusters Score -6348731 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6348770.500000 Penalty: 5336.763184
	Iteration 214Q: 3 clusters Score -6348770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6348805.000000 Penalty: 5336.763184
	Iteration 215Q: 3 clusters Score -6348805 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6348849.000000 Penalty: 5336.763184
	Iteration 216Q: 3 clusters Score -6348849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6348886.500000 Penalty: 5336.763184
	Iteration 217Q: 3 clusters Score -6348886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6348922.500000 Penalty: 5336.763184
	Iteration 218Q: 3 clusters Score -6348922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6348979.000000 Penalty: 5336.763184
	Iteration 219Q: 3 clusters Score -6348979 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6349018.000000 Penalty: 5336.763184
	Iteration 220F: 3 clusters Score -6349018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6349066.000000 Penalty: 5336.763184
	Iteration 221Q: 3 clusters Score -6349066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6349074.500000 Penalty: 5336.763184
	Iteration 222Q: 3 clusters Score -6349074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6349113.500000 Penalty: 5336.763184
	Iteration 223Q: 3 clusters Score -6349114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6349127.000000 Penalty: 5336.763184
	Iteration 224Q: 3 clusters Score -6349127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6349121.500000 Penalty: 5336.763184
	Iteration 225Q: 3 clusters Score -6349122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6349150.000000 Penalty: 5336.763184
	Iteration 226Q: 3 clusters Score -6349150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6349160.000000 Penalty: 5336.763184
	Iteration 227Q: 3 clusters Score -6349160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6349154.500000 Penalty: 5336.763184
	Iteration 228Q: 3 clusters Score -6349154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6349188.000000 Penalty: 5336.763184
	Iteration 229Q: 3 clusters Score -6349188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6349187.000000 Penalty: 5336.763184
	Iteration 230Q: 3 clusters Score -6349187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6349207.500000 Penalty: 5336.763184
	Iteration 231Q: 3 clusters Score -6349208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6349221.000000 Penalty: 5336.763184
	Iteration 232Q: 3 clusters Score -6349221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6349228.500000 Penalty: 5336.763184
	Iteration 233Q: 3 clusters Score -6349228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6349236.000000 Penalty: 5336.763184
	Iteration 234Q: 3 clusters Score -6349236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6349244.000000 Penalty: 5336.763184
	Iteration 235Q: 3 clusters Score -6349244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6349256.500000 Penalty: 5336.763184
	Iteration 236Q: 3 clusters Score -6349256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6349263.500000 Penalty: 5336.763184
	Iteration 237Q: 3 clusters Score -6349264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6349266.500000 Penalty: 5336.763184
	Iteration 238Q: 3 clusters Score -6349266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6349269.000000 Penalty: 5336.763184
	Iteration 239Q: 3 clusters Score -6349269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6349283.500000 Penalty: 5336.763184
	Iteration 240F: 3 clusters Score -6349284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6349290.500000 Penalty: 5336.763184
	Iteration 241Q: 3 clusters Score -6349290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6349293.500000 Penalty: 5336.763184
	Iteration 242Q: 3 clusters Score -6349294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6349298.000000 Penalty: 5336.763184
	Iteration 243Q: 3 clusters Score -6349298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6349304.000000 Penalty: 5336.763184
	Iteration 244Q: 3 clusters Score -6349304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6349297.000000 Penalty: 5336.763184
	Iteration 245Q: 3 clusters Score -6349297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6349307.000000 Penalty: 5336.763184
	Iteration 246Q: 3 clusters Score -6349307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6349304.000000 Penalty: 5336.763184
	Iteration 247Q: 3 clusters Score -6349304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6349306.000000 Penalty: 5336.763184
	Iteration 248Q: 3 clusters Score -6349306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6349308.500000 Penalty: 5336.763184
	Iteration 249Q: 3 clusters Score -6349308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6349331.000000 Penalty: 5336.763184
	Iteration 250Q: 3 clusters Score -6349331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6349337.000000 Penalty: 5336.763184
	Iteration 251Q: 3 clusters Score -6349337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6349331.000000 Penalty: 5336.763184
	Iteration 252Q: 3 clusters Score -6349331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6349343.500000 Penalty: 5336.763184
	Iteration 253Q: 3 clusters Score -6349344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6349344.500000 Penalty: 5336.763184
	Iteration 254Q: 3 clusters Score -6349344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6349346.500000 Penalty: 5336.763184
	Iteration 255Q: 3 clusters Score -6349346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6349348.000000 Penalty: 5336.763184
	Iteration 256Q: 3 clusters Score -6349348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6349345.500000 Penalty: 5336.763184
	Iteration 257Q: 3 clusters Score -6349346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6349351.000000 Penalty: 5336.763184
	Iteration 258Q: 3 clusters Score -6349351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6349350.000000 Penalty: 5336.763184
	Iteration 259Q: 3 clusters Score -6349350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6349353.000000 Penalty: 5336.763184
	Iteration 260F: 3 clusters Score -6349353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6349357.000000 Penalty: 5336.763184
	Iteration 261Q: 3 clusters Score -6349357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6349357.000000 Penalty: 5336.763184
	Iteration 262Q: 3 clusters Score -6349357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6349359.000000 Penalty: 5336.763184
	Iteration 263Q: 3 clusters Score -6349359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6349359.500000 Penalty: 5336.763184
	Iteration 264Q: 3 clusters Score -6349360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6349358.500000 Penalty: 5336.763184
	Iteration 265Q: 3 clusters Score -6349358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6349361.500000 Penalty: 5336.763184
	Iteration 266Q: 3 clusters Score -6349362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6349367.500000 Penalty: 5336.763184
	Iteration 267Q: 3 clusters Score -6349368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6349367.500000 Penalty: 5336.763184
	Iteration 268Q: 3 clusters Score -6349368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6349364.500000 Penalty: 5336.763184
	Iteration 269Q: 3 clusters Score -6349364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6349364.500000 Penalty: 5336.763184
	Iteration 270F: 3 clusters Score -6349364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Entering Unmasked Estep 
Score: -14948179.000000 Penalty: 2900.997070
	Iteration 0F: 2 clusters Score -1.494818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -14867983.000000 Penalty: 5801.994141
	Iteration 0F: 3 clusters Score -1.486798e+07 nChanged 57182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -14902076.000000 Penalty: 5801.994141
	Iteration 1F: 3 clusters Score -1.490208e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -14904401.000000 Penalty: 5801.994141
	Iteration 2Q: 3 clusters Score -1.49044e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -14907512.000000 Penalty: 5801.994141
	Iteration 3F: 3 clusters Score -1.490751e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -14911563.000000 Penalty: 5801.994141
	Iteration 4F: 3 clusters Score -1.491156e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -14915866.000000 Penalty: 5801.994141
	Iteration 5F: 3 clusters Score -1.491587e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -14920795.000000 Penalty: 5801.994141
	Iteration 6F: 3 clusters Score -1.49208e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -14926115.000000 Penalty: 5801.994141
	Iteration 7F: 3 clusters Score -1.492612e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -14931213.000000 Penalty: 5801.994141
	Iteration 8F: 3 clusters Score -1.493121e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -14935482.000000 Penalty: 5801.994141
	Iteration 9Q: 3 clusters Score -1.493548e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -14938298.000000 Penalty: 5801.994141
	Iteration 10Q: 3 clusters Score -1.49383e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -14940215.000000 Penalty: 5801.994141
	Iteration 11Q: 3 clusters Score -1.494022e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -14941509.000000 Penalty: 5801.994141
	Iteration 12Q: 3 clusters Score -1.494151e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -14942502.000000 Penalty: 5801.994141
	Iteration 13Q: 3 clusters Score -1.49425e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -14943302.000000 Penalty: 5801.994141
	Iteration 14Q: 3 clusters Score -1.49433e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -14943931.000000 Penalty: 5801.994141
	Iteration 15Q: 3 clusters Score -1.494393e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -14944371.000000 Penalty: 5801.994141
	Iteration 16Q: 3 clusters Score -1.494437e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -14944857.000000 Penalty: 5801.994141
	Iteration 17Q: 3 clusters Score -1.494486e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -14945138.000000 Penalty: 5801.994141
	Iteration 18Q: 3 clusters Score -1.494514e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -14945459.000000 Penalty: 5801.994141
	Iteration 19Q: 3 clusters Score -1.494546e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -14945708.000000 Penalty: 5801.994141
	Iteration 20F: 3 clusters Score -1.494571e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -14945936.000000 Penalty: 5801.994141
	Iteration 21Q: 3 clusters Score -1.494594e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -14946110.000000 Penalty: 5801.994141
	Iteration 22Q: 3 clusters Score -1.494611e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117401 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14946232.000000 Penalty: 5801.994141
	Iteration 23Q: 3 clusters Score -1.494623e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -14946374.000000 Penalty: 5801.994141
	Iteration 24Q: 3 clusters Score -1.494637e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -14946466.000000 Penalty: 5801.994141
	Iteration 25Q: 3 clusters Score -1.494647e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -14946577.000000 Penalty: 5801.994141
	Iteration 26Q: 3 clusters Score -1.494658e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -14946637.000000 Penalty: 5801.994141
	Iteration 27Q: 3 clusters Score -1.494664e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118299 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -14946667.000000 Penalty: 5801.994141
	Iteration 28Q: 3 clusters Score -1.494667e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118389 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -14946722.000000 Penalty: 5801.994141
	Iteration 29Q: 3 clusters Score -1.494672e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14946759.000000 Penalty: 5801.994141
	Iteration 30Q: 3 clusters Score -1.494676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14946790.000000 Penalty: 5801.994141
	Iteration 31Q: 3 clusters Score -1.494679e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14946819.000000 Penalty: 5801.994141
	Iteration 32Q: 3 clusters Score -1.494682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14946828.000000 Penalty: 5801.994141
	Iteration 33Q: 3 clusters Score -1.494683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14946826.000000 Penalty: 5801.994141
	Iteration 34Q: 3 clusters Score -1.494683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14946839.000000 Penalty: 5801.994141
	Iteration 35Q: 3 clusters Score -1.494684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14946832.000000 Penalty: 5801.994141
	Iteration 36Q: 3 clusters Score -1.494683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14946819.000000 Penalty: 5801.994141
	Iteration 37Q: 3 clusters Score -1.494682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14946832.000000 Penalty: 5801.994141
	Iteration 38Q: 3 clusters Score -1.494683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118761 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14946856.000000 Penalty: 5801.994141
	Iteration 39Q: 3 clusters Score -1.494686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14946903.000000 Penalty: 5801.994141
	Iteration 40F: 3 clusters Score -1.49469e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14946940.000000 Penalty: 5801.994141
	Iteration 41Q: 3 clusters Score -1.494694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14946956.000000 Penalty: 5801.994141
	Iteration 42Q: 3 clusters Score -1.494696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14946950.000000 Penalty: 5801.994141
	Iteration 43Q: 3 clusters Score -1.494695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118821 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -14946964.000000 Penalty: 5801.994141
	Iteration 44Q: 3 clusters Score -1.494696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14946962.000000 Penalty: 5801.994141
	Iteration 45Q: 3 clusters Score -1.494696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14946965.000000 Penalty: 5801.994141
	Iteration 46Q: 3 clusters Score -1.494696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118834 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -14946967.000000 Penalty: 5801.994141
	Iteration 47Q: 3 clusters Score -1.494697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14946972.000000 Penalty: 5801.994141
	Iteration 48Q: 3 clusters Score -1.494697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -14946980.000000 Penalty: 5801.994141
	Iteration 49Q: 3 clusters Score -1.494698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14946981.000000 Penalty: 5801.994141
	Iteration 50Q: 3 clusters Score -1.494698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -14947004.000000 Penalty: 5801.994141
	Iteration 51Q: 3 clusters Score -1.4947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14946989.000000 Penalty: 5801.994141
	Iteration 52Q: 3 clusters Score -1.494699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118820 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14946988.000000 Penalty: 5801.994141
	Iteration 53Q: 3 clusters Score -1.494699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14946993.000000 Penalty: 5801.994141
	Iteration 54Q: 3 clusters Score -1.494699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14946995.000000 Penalty: 5801.994141
	Iteration 55Q: 3 clusters Score -1.4947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14946999.000000 Penalty: 5801.994141
	Iteration 56Q: 3 clusters Score -1.4947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14946990.000000 Penalty: 5801.994141
	Iteration 57Q: 3 clusters Score -1.494699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14946979.000000 Penalty: 5801.994141
	Iteration 58Q: 3 clusters Score -1.494698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14946998.000000 Penalty: 5801.994141
	Iteration 59Q: 3 clusters Score -1.4947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14946986.000000 Penalty: 5801.994141
	Iteration 60F: 3 clusters Score -1.494699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14946987.000000 Penalty: 5801.994141
	Iteration 61Q: 3 clusters Score -1.494699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14946992.000000 Penalty: 5801.994141
	Iteration 62Q: 3 clusters Score -1.494699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14946987.000000 Penalty: 5801.994141
	Iteration 63Q: 3 clusters Score -1.494699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14946989.000000 Penalty: 5801.994141
	Iteration 64Q: 3 clusters Score -1.494699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14946983.000000 Penalty: 5801.994141
	Iteration 65Q: 3 clusters Score -1.494698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14946981.000000 Penalty: 5801.994141
	Iteration 66Q: 3 clusters Score -1.494698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14946981.000000 Penalty: 5801.994141
	Iteration 67F: 3 clusters Score -1.494698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -765352.937500 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -765352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -760054.187500 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -760054.2 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -761436.000000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -761436 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -761816.812500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -761816.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -762157.812500 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -762157.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -762463.625000 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -762463.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -762777.562500 Penalty: 4332.341797
	Iteration 5F: 3 clusters Score -762777.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -763170.625000 Penalty: 4332.341797
	Iteration 6F: 3 clusters Score -763170.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -763629.500000 Penalty: 4332.341797
	Iteration 7F: 3 clusters Score -763629.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -764018.875000 Penalty: 4332.341797
	Iteration 8F: 3 clusters Score -764018.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -764314.812500 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -764314.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -764562.750000 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -764562.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -764754.437500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -764754.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -764901.875000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -764901.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -765026.937500 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -765026.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -765104.500000 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -765104.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -765162.375000 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -765162.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -765208.125000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -765208.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -765273.875000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -765273.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -765331.062500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -765331.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -765351.937500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -765351.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -765363.437500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -765363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -765369.750000 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -765369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -765372.625000 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -765372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -765378.562500 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -765378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -765376.437500 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -765376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -765378.812500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -765378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -765378.562500 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -765378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -765377.312500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -765377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -765379.812500 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -765379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -765381.250000 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -765381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -765381.250000 Penalty: 4332.341797
	Iteration 30F: 3 clusters Score -765381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222904 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47080 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 4581 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Mstep: Class 36 contains 1633 members 
Entering Unmasked Estep 
Score: -181096896.000000 Penalty: 126379.453125
Splitting cluster 30 changes total score from -181097712.000000 to -181096896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (235673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235673 members 
Entering Unmasked Estep 
Score: -31530670.000000 Penalty: 3067.809570
	Iteration 0F: 2 clusters Score -3.153067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -31392764.000000 Penalty: 6135.619141
	Iteration 0F: 3 clusters Score -3.139276e+07 nChanged 113979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125448 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -31459934.000000 Penalty: 6135.619141
	Iteration 1F: 3 clusters Score -3.145993e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -31461474.000000 Penalty: 6135.619141
	Iteration 2Q: 3 clusters Score -3.146147e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -31464378.000000 Penalty: 6135.619141
	Iteration 3Q: 3 clusters Score -3.146438e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -31469092.000000 Penalty: 6135.619141
	Iteration 4Q: 3 clusters Score -3.146909e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -31478154.000000 Penalty: 6135.619141
	Iteration 5F: 3 clusters Score -3.147815e+07 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -31491176.000000 Penalty: 6135.619141
	Iteration 6F: 3 clusters Score -3.149118e+07 nChanged 19744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201769 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -31504424.000000 Penalty: 6135.619141
	Iteration 7F: 3 clusters Score -3.150442e+07 nChanged 15382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217127 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -31515050.000000 Penalty: 6135.619141
	Iteration 8F: 3 clusters Score -3.151505e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226659 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -31521642.000000 Penalty: 6135.619141
	Iteration 9Q: 3 clusters Score -3.152164e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231599 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -31524804.000000 Penalty: 6135.619141
	Iteration 10Q: 3 clusters Score -3.15248e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233823 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -31526368.000000 Penalty: 6135.619141
	Iteration 11Q: 3 clusters Score -3.152637e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -31527152.000000 Penalty: 6135.619141
	Iteration 12Q: 3 clusters Score -3.152715e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235096 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -31527454.000000 Penalty: 6135.619141
	Iteration 13Q: 3 clusters Score -3.152745e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235244 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31527570.000000 Penalty: 6135.619141
	Iteration 14Q: 3 clusters Score -3.152757e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235292 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -31527668.000000 Penalty: 6135.619141
	Iteration 15Q: 3 clusters Score -3.152767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31527714.000000 Penalty: 6135.619141
	Iteration 16Q: 3 clusters Score -3.152771e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235348 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31527720.000000 Penalty: 6135.619141
	Iteration 17Q: 3 clusters Score -3.152772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235356 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31527768.000000 Penalty: 6135.619141
	Iteration 18Q: 3 clusters Score -3.152777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235361 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31527774.000000 Penalty: 6135.619141
	Iteration 19Q: 3 clusters Score -3.152777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235362 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31527816.000000 Penalty: 6135.619141
	Iteration 20F: 3 clusters Score -3.152782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31527830.000000 Penalty: 6135.619141
	Iteration 21Q: 3 clusters Score -3.152783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235372 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31527834.000000 Penalty: 6135.619141
	Iteration 22Q: 3 clusters Score -3.152783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235374 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31527866.000000 Penalty: 6135.619141
	Iteration 23Q: 3 clusters Score -3.152787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235377 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31527856.000000 Penalty: 6135.619141
	Iteration 24Q: 3 clusters Score -3.152786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235377 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31527858.000000 Penalty: 6135.619141
	Iteration 25Q: 3 clusters Score -3.152786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235377 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31527866.000000 Penalty: 6135.619141
	Iteration 26Q: 3 clusters Score -3.152787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235379 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31527872.000000 Penalty: 6135.619141
	Iteration 27Q: 3 clusters Score -3.152787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235380 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31527884.000000 Penalty: 6135.619141
	Iteration 28Q: 3 clusters Score -3.152788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235380 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31527884.000000 Penalty: 6135.619141
	Iteration 29F: 3 clusters Score -3.152788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -53236.890625 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -53236.89 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 230 members 
Entering Unmasked Estep 
Score: -51774.500000 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -51774.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51947.097656 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -51947.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52022.019531 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -52022.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52070.375000 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -52070.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52073.660156 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -52073.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52075.320312 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -52075.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52085.402344 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -52085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52090.714844 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -52090.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52096.757812 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -52096.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52110.628906 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -52110.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52127.230469 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -52127.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52146.144531 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -52146.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52168.707031 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -52168.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52223.492188 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -52223.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52256.707031 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -52256.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52283.835938 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -52283.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52296.113281 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -52296.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52308.093750 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -52308.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52309.984375 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -52309.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52309.984375 Penalty: 3060.126709
	Iteration 19F: 3 clusters Score -52309.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -201156.578125 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -201156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -198799.718750 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198799.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199182.953125 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199183 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199309.734375 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199309.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -199392.078125 Penalty: 3655.634521
	Iteration 3Q: 3 clusters Score -199392.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -199448.765625 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -199448.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199492.187500 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -199492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -199525.468750 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -199525.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199554.031250 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -199554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -199585.468750 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -199585.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -199616.937500 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -199616.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -199647.953125 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -199648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -199674.328125 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -199674.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199696.593750 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -199696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -199709.015625 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -199709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -199715.781250 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -199715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -199719.906250 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -199719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -199723.625000 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -199723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199727.203125 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -199727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199731.406250 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -199731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199735.046875 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -199735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -199741.687500 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -199741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199747.968750 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -199748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199750.875000 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -199750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -199755.515625 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -199755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199757.093750 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -199757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199759.515625 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -199759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199760.500000 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -199760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199760.500000 Penalty: 3655.634521
	Iteration 27F: 3 clusters Score -199760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -579531.125000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -579531.1 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 2234 members 
Entering Unmasked Estep 
Score: -575383.437500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -575383.4 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -576344.312500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -576344.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -576605.875000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -576605.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -576742.750000 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -576742.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -576832.437500 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -576832.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -576893.687500 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -576893.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -576936.187500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -576936.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -576981.187500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -576981.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -577035.250000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -577035.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -577088.750000 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -577088.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -577133.062500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -577133.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -577176.125000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -577176.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -577221.062500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -577221.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -577263.812500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -577263.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -577302.812500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -577302.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -577343.062500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -577343.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -577382.000000 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -577382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -577416.437500 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -577416.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -577451.875000 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -577451.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -577481.187500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -577481.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -577504.062500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -577504.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -577527.812500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -577527.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -577554.750000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -577554.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -577572.000000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -577572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -577592.750000 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -577592.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -577615.687500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -577615.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -577632.375000 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -577632.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -577646.250000 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -577646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -577656.875000 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -577656.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -577664.562500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -577664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -577673.125000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -577673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -577682.875000 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -577682.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -577696.375000 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -577696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -577705.562500 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -577705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -577711.437500 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -577711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -577718.125000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -577718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -577722.375000 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -577722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -577723.812500 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -577723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -577723.812500 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -577723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -577727.250000 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -577727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -577731.000000 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -577731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -577738.875000 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -577738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -577741.375000 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -577741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -577743.937500 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -577743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -577744.187500 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -577744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -577744.187500 Penalty: 4165.834473
	Iteration 45F: 3 clusters Score -577744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -537966.562500 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -537966.6 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 2107 members 
Entering Unmasked Estep 
Score: -533937.812500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -533937.8 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -534803.437500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -534803.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -535005.687500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -535005.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -535157.625000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -535157.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -535244.562500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -535244.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -535297.500000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -535297.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -535349.500000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -535349.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -535382.187500 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -535382.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -535414.000000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -535414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -535440.562500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -535440.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -535469.125000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -535469.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -535493.062500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -535493.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -535510.062500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -535510.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -535526.625000 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -535526.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -535543.125000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -535543.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -535559.625000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -535559.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -535571.375000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -535571.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -535590.437500 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -535590.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -535611.437500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -535611.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -535627.875000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -535627.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -535642.125000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -535642.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -535650.937500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -535650.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -535660.937500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -535660.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -535669.125000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -535669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -535677.687500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -535677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -535687.687500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -535687.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -535693.437500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -535693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -535699.250000 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -535699.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -535704.250000 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -535704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -535706.875000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -535706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -535712.187500 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -535712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -535713.875000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -535713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535715.375000 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -535715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535715.062500 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -535715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535717.000000 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -535717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535716.437500 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -535716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -535717.125000 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -535717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -535718.312500 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -535718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -535720.500000 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -535720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -535722.812500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -535722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -535724.625000 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -535724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -535728.312500 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -535728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -535728.875000 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -535728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -535730.687500 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -535730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -535732.312500 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -535732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -535733.750000 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -535733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -535734.312500 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -535734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -535736.250000 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -535736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -535737.750000 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -535737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -535738.312500 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -535738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -535738.187500 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -535738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -535738.562500 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -535738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -535738.250000 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -535738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -535738.250000 Penalty: 4144.734863
	Iteration 53F: 3 clusters Score -535738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 222904 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47080 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181097712.000000 Penalty: 122868.914062
Iteration 199F: 36 clusters Score -1.810977e+08 nChanged 0
Entering ConstructFrom: 
Score: -181097712.000000 Penalty: 122868.914062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -397225.593750 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -397225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -393866.437500 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -393866.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -394571.437500 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -394571.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -394751.062500 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -394751.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -394888.812500 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -394888.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -394980.093750 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -394980.1 nChanged 101
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: -395051.500000 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -395051.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -395098.000000 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -395098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -395130.843750 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -395130.8 nChanged 44
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: -395155.781250 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -395155.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -395175.687500 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -395175.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -395190.812500 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -395190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -395200.031250 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -395200 nChanged 28
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: -395211.906250 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -395211.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -395226.062500 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -395226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395238.062500 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -395238.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -395249.468750 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -395249.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -395260.718750 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -395260.7 nChanged 19
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: -395271.500000 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -395271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -395279.812500 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -395279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -395288.500000 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -395288.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -395294.281250 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -395294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -395297.312500 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -395297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -395298.437500 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -395298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -395300.406250 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -395300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -395304.281250 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -395304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395308.500000 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -395308.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395311.031250 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -395311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -395316.437500 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -395316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -395319.906250 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -395319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -395321.187500 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -395321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -395322.250000 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -395322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -395322.500000 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -395322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -395323.781250 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -395323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -395324.125000 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -395324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -395324.125000 Penalty: 3996.301758
	Iteration 34F: 3 clusters Score -395324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Entering Unmasked Estep 
Score: -2052888.375000 Penalty: 2396.851074
	Iteration 0F: 2 clusters Score -2052888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2041643.625000 Penalty: 4793.702148
	Iteration 0F: 3 clusters Score -2041644 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2045383.250000 Penalty: 4793.702148
	Iteration 1F: 3 clusters Score -2045383 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2046020.500000 Penalty: 4793.702148
	Iteration 2F: 3 clusters Score -2046020 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2046708.000000 Penalty: 4793.702148
	Iteration 3F: 3 clusters Score -2046708 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2047499.375000 Penalty: 4793.702148
	Iteration 4F: 3 clusters Score -2047499 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2048331.125000 Penalty: 4793.702148
	Iteration 5F: 3 clusters Score -2048331 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2049112.500000 Penalty: 4793.702148
	Iteration 6F: 3 clusters Score -2049112 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2049657.875000 Penalty: 4793.702148
	Iteration 7F: 3 clusters Score -2049658 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2050040.625000 Penalty: 4793.702148
	Iteration 8Q: 3 clusters Score -2050041 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2050268.125000 Penalty: 4793.702148
	Iteration 9Q: 3 clusters Score -2050268 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2050394.000000 Penalty: 4793.702148
	Iteration 10Q: 3 clusters Score -2050394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2050474.250000 Penalty: 4793.702148
	Iteration 11Q: 3 clusters Score -2050474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2050527.625000 Penalty: 4793.702148
	Iteration 12Q: 3 clusters Score -2050528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2050562.250000 Penalty: 4793.702148
	Iteration 13Q: 3 clusters Score -2050562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2050586.750000 Penalty: 4793.702148
	Iteration 14Q: 3 clusters Score -2050587 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2050616.625000 Penalty: 4793.702148
	Iteration 15Q: 3 clusters Score -2050617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2050640.125000 Penalty: 4793.702148
	Iteration 16Q: 3 clusters Score -2050640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2050657.250000 Penalty: 4793.702148
	Iteration 17Q: 3 clusters Score -2050657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2050670.750000 Penalty: 4793.702148
	Iteration 18Q: 3 clusters Score -2050671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2050675.125000 Penalty: 4793.702148
	Iteration 19Q: 3 clusters Score -2050675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2050686.125000 Penalty: 4793.702148
	Iteration 20F: 3 clusters Score -2050686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2050689.750000 Penalty: 4793.702148
	Iteration 21Q: 3 clusters Score -2050690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2050695.750000 Penalty: 4793.702148
	Iteration 22Q: 3 clusters Score -2050696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2050715.125000 Penalty: 4793.702148
	Iteration 23Q: 3 clusters Score -2050715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2050725.875000 Penalty: 4793.702148
	Iteration 24Q: 3 clusters Score -2050726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2050732.500000 Penalty: 4793.702148
	Iteration 25Q: 3 clusters Score -2050732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2050756.250000 Penalty: 4793.702148
	Iteration 26Q: 3 clusters Score -2050756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2050760.000000 Penalty: 4793.702148
	Iteration 27Q: 3 clusters Score -2050760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2050774.125000 Penalty: 4793.702148
	Iteration 28Q: 3 clusters Score -2050774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2050785.250000 Penalty: 4793.702148
	Iteration 29Q: 3 clusters Score -2050785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2050790.875000 Penalty: 4793.702148
	Iteration 30Q: 3 clusters Score -2050791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2050799.125000 Penalty: 4793.702148
	Iteration 31Q: 3 clusters Score -2050799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2050803.375000 Penalty: 4793.702148
	Iteration 32Q: 3 clusters Score -2050803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2050809.125000 Penalty: 4793.702148
	Iteration 33Q: 3 clusters Score -2050809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2050817.125000 Penalty: 4793.702148
	Iteration 34Q: 3 clusters Score -2050817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2050823.125000 Penalty: 4793.702148
	Iteration 35Q: 3 clusters Score -2050823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2050829.625000 Penalty: 4793.702148
	Iteration 36Q: 3 clusters Score -2050830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2050837.875000 Penalty: 4793.702148
	Iteration 37Q: 3 clusters Score -2050838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2050845.875000 Penalty: 4793.702148
	Iteration 38Q: 3 clusters Score -2050846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2050854.750000 Penalty: 4793.702148
	Iteration 39Q: 3 clusters Score -2050855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2050867.375000 Penalty: 4793.702148
	Iteration 40F: 3 clusters Score -2050867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2050882.250000 Penalty: 4793.702148
	Iteration 41Q: 3 clusters Score -2050882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2050889.875000 Penalty: 4793.702148
	Iteration 42Q: 3 clusters Score -2050890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2050895.625000 Penalty: 4793.702148
	Iteration 43Q: 3 clusters Score -2050896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2050906.250000 Penalty: 4793.702148
	Iteration 44Q: 3 clusters Score -2050906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2050907.000000 Penalty: 4793.702148
	Iteration 45Q: 3 clusters Score -2050907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2050911.000000 Penalty: 4793.702148
	Iteration 46Q: 3 clusters Score -2050911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2050923.125000 Penalty: 4793.702148
	Iteration 47Q: 3 clusters Score -2050923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2050928.375000 Penalty: 4793.702148
	Iteration 48Q: 3 clusters Score -2050928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2050942.250000 Penalty: 4793.702148
	Iteration 49Q: 3 clusters Score -2050942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2050948.500000 Penalty: 4793.702148
	Iteration 50Q: 3 clusters Score -2050948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2050959.375000 Penalty: 4793.702148
	Iteration 51Q: 3 clusters Score -2050959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2050968.750000 Penalty: 4793.702148
	Iteration 52Q: 3 clusters Score -2050969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2050971.375000 Penalty: 4793.702148
	Iteration 53Q: 3 clusters Score -2050971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2050976.750000 Penalty: 4793.702148
	Iteration 54Q: 3 clusters Score -2050977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2050977.875000 Penalty: 4793.702148
	Iteration 55Q: 3 clusters Score -2050978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2050977.375000 Penalty: 4793.702148
	Iteration 56Q: 3 clusters Score -2050977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2050979.125000 Penalty: 4793.702148
	Iteration 57Q: 3 clusters Score -2050979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2050980.500000 Penalty: 4793.702148
	Iteration 58Q: 3 clusters Score -2050980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2050982.625000 Penalty: 4793.702148
	Iteration 59Q: 3 clusters Score -2050983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2050988.125000 Penalty: 4793.702148
	Iteration 60F: 3 clusters Score -2050988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2050986.500000 Penalty: 4793.702148
	Iteration 61Q: 3 clusters Score -2050986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2050991.625000 Penalty: 4793.702148
	Iteration 62Q: 3 clusters Score -2050992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2050991.750000 Penalty: 4793.702148
	Iteration 63Q: 3 clusters Score -2050992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2050992.000000 Penalty: 4793.702148
	Iteration 64Q: 3 clusters Score -2050992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2050993.250000 Penalty: 4793.702148
	Iteration 65Q: 3 clusters Score -2050993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2050998.375000 Penalty: 4793.702148
	Iteration 66Q: 3 clusters Score -2050998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2051000.500000 Penalty: 4793.702148
	Iteration 67Q: 3 clusters Score -2051000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2051000.125000 Penalty: 4793.702148
	Iteration 68Q: 3 clusters Score -2051000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2050996.500000 Penalty: 4793.702148
	Iteration 69Q: 3 clusters Score -2050996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2050999.500000 Penalty: 4793.702148
	Iteration 70Q: 3 clusters Score -2051000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2051004.375000 Penalty: 4793.702148
	Iteration 71Q: 3 clusters Score -2051004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2051005.875000 Penalty: 4793.702148
	Iteration 72Q: 3 clusters Score -2051006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2051007.750000 Penalty: 4793.702148
	Iteration 73Q: 3 clusters Score -2051008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2051009.625000 Penalty: 4793.702148
	Iteration 74Q: 3 clusters Score -2051010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2051009.250000 Penalty: 4793.702148
	Iteration 75Q: 3 clusters Score -2051009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2051011.500000 Penalty: 4793.702148
	Iteration 76Q: 3 clusters Score -2051012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2051008.125000 Penalty: 4793.702148
	Iteration 77Q: 3 clusters Score -2051008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2051007.875000 Penalty: 4793.702148
	Iteration 78Q: 3 clusters Score -2051008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2051009.750000 Penalty: 4793.702148
	Iteration 79Q: 3 clusters Score -2051010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2051014.375000 Penalty: 4793.702148
	Iteration 80F: 3 clusters Score -2051014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2051013.500000 Penalty: 4793.702148
	Iteration 81Q: 3 clusters Score -2051014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2051014.375000 Penalty: 4793.702148
	Iteration 82Q: 3 clusters Score -2051014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2051017.250000 Penalty: 4793.702148
	Iteration 83Q: 3 clusters Score -2051017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2051015.625000 Penalty: 4793.702148
	Iteration 84Q: 3 clusters Score -2051016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2051017.250000 Penalty: 4793.702148
	Iteration 85Q: 3 clusters Score -2051017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2051018.000000 Penalty: 4793.702148
	Iteration 86Q: 3 clusters Score -2051018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2051021.250000 Penalty: 4793.702148
	Iteration 87Q: 3 clusters Score -2051021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2051022.125000 Penalty: 4793.702148
	Iteration 88Q: 3 clusters Score -2051022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2051021.875000 Penalty: 4793.702148
	Iteration 89Q: 3 clusters Score -2051022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2051020.500000 Penalty: 4793.702148
	Iteration 90Q: 3 clusters Score -2051020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2051020.000000 Penalty: 4793.702148
	Iteration 91Q: 3 clusters Score -2051020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2051020.000000 Penalty: 4793.702148
	Iteration 92F: 3 clusters Score -2051020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Entering Unmasked Estep 
Score: -16586634.000000 Penalty: 2912.627441
	Iteration 0F: 2 clusters Score -1.658663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -16502677.000000 Penalty: 5825.254883
	Iteration 0F: 3 clusters Score -1.650268e+07 nChanged 60158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -16537029.000000 Penalty: 5825.254883
	Iteration 1F: 3 clusters Score -1.653703e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -16537851.000000 Penalty: 5825.254883
	Iteration 2Q: 3 clusters Score -1.653785e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -16538915.000000 Penalty: 5825.254883
	Iteration 3Q: 3 clusters Score -1.653892e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -16540388.000000 Penalty: 5825.254883
	Iteration 4Q: 3 clusters Score -1.654039e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -16542643.000000 Penalty: 5825.254883
	Iteration 5Q: 3 clusters Score -1.654264e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -16545507.000000 Penalty: 5825.254883
	Iteration 6F: 3 clusters Score -1.654551e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -16548953.000000 Penalty: 5825.254883
	Iteration 7F: 3 clusters Score -1.654895e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -16552466.000000 Penalty: 5825.254883
	Iteration 8F: 3 clusters Score -1.655247e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -16555473.000000 Penalty: 5825.254883
	Iteration 9F: 3 clusters Score -1.655547e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -16558329.000000 Penalty: 5825.254883
	Iteration 10Q: 3 clusters Score -1.655833e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -16561761.000000 Penalty: 5825.254883
	Iteration 11Q: 3 clusters Score -1.656176e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -16565719.000000 Penalty: 5825.254883
	Iteration 12Q: 3 clusters Score -1.656572e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 110148 members 
Entering Unmasked Estep 
Score: -16570481.000000 Penalty: 5825.254883
	Iteration 13Q: 3 clusters Score -1.657048e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -16575526.000000 Penalty: 5825.254883
	Iteration 14Q: 3 clusters Score -1.657553e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -16579587.000000 Penalty: 5825.254883
	Iteration 15Q: 3 clusters Score -1.657959e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 123271 members 
Entering Unmasked Estep 
Score: -16581994.000000 Penalty: 5825.254883
	Iteration 16Q: 3 clusters Score -1.658199e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -16583179.000000 Penalty: 5825.254883
	Iteration 17Q: 3 clusters Score -1.658318e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 125188 members 
Entering Unmasked Estep 
Score: -16583670.000000 Penalty: 5825.254883
	Iteration 18Q: 3 clusters Score -1.658367e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -16583880.000000 Penalty: 5825.254883
	Iteration 19Q: 3 clusters Score -1.658388e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -16583990.000000 Penalty: 5825.254883
	Iteration 20F: 3 clusters Score -1.658399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -16584044.000000 Penalty: 5825.254883
	Iteration 21Q: 3 clusters Score -1.658404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -16584102.000000 Penalty: 5825.254883
	Iteration 22Q: 3 clusters Score -1.65841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -16584135.000000 Penalty: 5825.254883
	Iteration 23Q: 3 clusters Score -1.658414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -16584161.000000 Penalty: 5825.254883
	Iteration 24Q: 3 clusters Score -1.658416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -16584171.000000 Penalty: 5825.254883
	Iteration 25Q: 3 clusters Score -1.658417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -16584186.000000 Penalty: 5825.254883
	Iteration 26Q: 3 clusters Score -1.658419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -16584189.000000 Penalty: 5825.254883
	Iteration 27Q: 3 clusters Score -1.658419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -16584194.000000 Penalty: 5825.254883
	Iteration 28Q: 3 clusters Score -1.658419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -16584194.000000 Penalty: 5825.254883
	Iteration 29Q: 3 clusters Score -1.658419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 125663 members 
Entering Unmasked Estep 
Score: -16584208.000000 Penalty: 5825.254883
	Iteration 30Q: 3 clusters Score -1.658421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -16584211.000000 Penalty: 5825.254883
	Iteration 31Q: 3 clusters Score -1.658421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 125669 members 
Entering Unmasked Estep 
Score: -16584220.000000 Penalty: 5825.254883
	Iteration 32Q: 3 clusters Score -1.658422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -16584222.000000 Penalty: 5825.254883
	Iteration 33Q: 3 clusters Score -1.658422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -16584234.000000 Penalty: 5825.254883
	Iteration 34Q: 3 clusters Score -1.658423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -16584226.000000 Penalty: 5825.254883
	Iteration 35Q: 3 clusters Score -1.658423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -16584232.000000 Penalty: 5825.254883
	Iteration 36Q: 3 clusters Score -1.658423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -16584232.000000 Penalty: 5825.254883
	Iteration 37Q: 3 clusters Score -1.658423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -16584230.000000 Penalty: 5825.254883
	Iteration 38Q: 3 clusters Score -1.658423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -16584230.000000 Penalty: 5825.254883
	Iteration 39F: 3 clusters Score -1.658423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Entering Unmasked Estep 
Score: -1406961.375000 Penalty: 2299.852051
	Iteration 0F: 2 clusters Score -1406961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1398852.875000 Penalty: 4599.704102
	Iteration 0F: 3 clusters Score -1398853 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1401235.625000 Penalty: 4599.704102
	Iteration 1F: 3 clusters Score -1401236 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1401587.875000 Penalty: 4599.704102
	Iteration 2F: 3 clusters Score -1401588 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1401864.875000 Penalty: 4599.704102
	Iteration 3F: 3 clusters Score -1401865 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1402074.000000 Penalty: 4599.704102
	Iteration 4Q: 3 clusters Score -1402074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1402288.500000 Penalty: 4599.704102
	Iteration 5Q: 3 clusters Score -1402288 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1402557.500000 Penalty: 4599.704102
	Iteration 6Q: 3 clusters Score -1402558 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1402894.375000 Penalty: 4599.704102
	Iteration 7Q: 3 clusters Score -1402894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1403304.500000 Penalty: 4599.704102
	Iteration 8F: 3 clusters Score -1403304 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1403740.750000 Penalty: 4599.704102
	Iteration 9F: 3 clusters Score -1403741 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1404137.125000 Penalty: 4599.704102
	Iteration 10F: 3 clusters Score -1404137 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1404436.125000 Penalty: 4599.704102
	Iteration 11Q: 3 clusters Score -1404436 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1404656.500000 Penalty: 4599.704102
	Iteration 12Q: 3 clusters Score -1404656 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1404835.875000 Penalty: 4599.704102
	Iteration 13Q: 3 clusters Score -1404836 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1404981.625000 Penalty: 4599.704102
	Iteration 14Q: 3 clusters Score -1404982 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1405090.500000 Penalty: 4599.704102
	Iteration 15Q: 3 clusters Score -1405090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1405172.750000 Penalty: 4599.704102
	Iteration 16Q: 3 clusters Score -1405173 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1405225.375000 Penalty: 4599.704102
	Iteration 17Q: 3 clusters Score -1405225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1405269.000000 Penalty: 4599.704102
	Iteration 18Q: 3 clusters Score -1405269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1405302.750000 Penalty: 4599.704102
	Iteration 19Q: 3 clusters Score -1405303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1405328.375000 Penalty: 4599.704102
	Iteration 20F: 3 clusters Score -1405328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1405349.625000 Penalty: 4599.704102
	Iteration 21Q: 3 clusters Score -1405350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1405363.125000 Penalty: 4599.704102
	Iteration 22Q: 3 clusters Score -1405363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1405378.625000 Penalty: 4599.704102
	Iteration 23Q: 3 clusters Score -1405379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1405386.750000 Penalty: 4599.704102
	Iteration 24Q: 3 clusters Score -1405387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1405391.625000 Penalty: 4599.704102
	Iteration 25Q: 3 clusters Score -1405392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1405396.500000 Penalty: 4599.704102
	Iteration 26Q: 3 clusters Score -1405396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1405406.750000 Penalty: 4599.704102
	Iteration 27Q: 3 clusters Score -1405407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1405415.000000 Penalty: 4599.704102
	Iteration 28Q: 3 clusters Score -1405415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1405417.500000 Penalty: 4599.704102
	Iteration 29Q: 3 clusters Score -1405418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1405418.875000 Penalty: 4599.704102
	Iteration 30Q: 3 clusters Score -1405419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1405420.250000 Penalty: 4599.704102
	Iteration 31Q: 3 clusters Score -1405420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1405419.000000 Penalty: 4599.704102
	Iteration 32Q: 3 clusters Score -1405419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1405421.250000 Penalty: 4599.704102
	Iteration 33Q: 3 clusters Score -1405421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1405421.250000 Penalty: 4599.704102
	Iteration 34F: 3 clusters Score -1405421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Entering Unmasked Estep 
Score: -3074117.750000 Penalty: 2496.975830
	Iteration 0F: 2 clusters Score -3074118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3057679.750000 Penalty: 4993.951660
	Iteration 0F: 3 clusters Score -3057680 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3063281.000000 Penalty: 4993.951660
	Iteration 1F: 3 clusters Score -3063281 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3063698.250000 Penalty: 4993.951660
	Iteration 2Q: 3 clusters Score -3063698 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3064054.000000 Penalty: 4993.951660
	Iteration 3Q: 3 clusters Score -3064054 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3064389.250000 Penalty: 4993.951660
	Iteration 4Q: 3 clusters Score -3064389 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3064802.750000 Penalty: 4993.951660
	Iteration 5Q: 3 clusters Score -3064803 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3065267.000000 Penalty: 4993.951660
	Iteration 6Q: 3 clusters Score -3065267 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3065870.000000 Penalty: 4993.951660
	Iteration 7Q: 3 clusters Score -3065870 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3066613.000000 Penalty: 4993.951660
	Iteration 8Q: 3 clusters Score -3066613 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3067452.000000 Penalty: 4993.951660
	Iteration 9F: 3 clusters Score -3067452 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3068227.500000 Penalty: 4993.951660
	Iteration 10F: 3 clusters Score -3068228 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3068843.750000 Penalty: 4993.951660
	Iteration 11Q: 3 clusters Score -3068844 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3069355.000000 Penalty: 4993.951660
	Iteration 12Q: 3 clusters Score -3069355 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3069666.750000 Penalty: 4993.951660
	Iteration 13Q: 3 clusters Score -3069667 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3069904.750000 Penalty: 4993.951660
	Iteration 14Q: 3 clusters Score -3069905 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3070099.250000 Penalty: 4993.951660
	Iteration 15Q: 3 clusters Score -3070099 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3070229.000000 Penalty: 4993.951660
	Iteration 16Q: 3 clusters Score -3070229 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3070326.500000 Penalty: 4993.951660
	Iteration 17Q: 3 clusters Score -3070326 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3070423.750000 Penalty: 4993.951660
	Iteration 18Q: 3 clusters Score -3070424 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3070484.000000 Penalty: 4993.951660
	Iteration 19Q: 3 clusters Score -3070484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3070529.000000 Penalty: 4993.951660
	Iteration 20F: 3 clusters Score -3070529 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3070580.500000 Penalty: 4993.951660
	Iteration 21Q: 3 clusters Score -3070580 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3070610.250000 Penalty: 4993.951660
	Iteration 22Q: 3 clusters Score -3070610 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3070662.500000 Penalty: 4993.951660
	Iteration 23Q: 3 clusters Score -3070662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3070711.750000 Penalty: 4993.951660
	Iteration 24Q: 3 clusters Score -3070712 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3070746.750000 Penalty: 4993.951660
	Iteration 25Q: 3 clusters Score -3070747 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3070784.750000 Penalty: 4993.951660
	Iteration 26Q: 3 clusters Score -3070785 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3070834.000000 Penalty: 4993.951660
	Iteration 27Q: 3 clusters Score -3070834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3070879.500000 Penalty: 4993.951660
	Iteration 28Q: 3 clusters Score -3070880 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3070923.750000 Penalty: 4993.951660
	Iteration 29Q: 3 clusters Score -3070924 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3070975.500000 Penalty: 4993.951660
	Iteration 30Q: 3 clusters Score -3070976 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3071008.250000 Penalty: 4993.951660
	Iteration 31Q: 3 clusters Score -3071008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3071061.250000 Penalty: 4993.951660
	Iteration 32Q: 3 clusters Score -3071061 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3071127.250000 Penalty: 4993.951660
	Iteration 33Q: 3 clusters Score -3071127 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3071186.500000 Penalty: 4993.951660
	Iteration 34Q: 3 clusters Score -3071186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3071251.250000 Penalty: 4993.951660
	Iteration 35Q: 3 clusters Score -3071251 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3071340.000000 Penalty: 4993.951660
	Iteration 36Q: 3 clusters Score -3071340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3071436.500000 Penalty: 4993.951660
	Iteration 37Q: 3 clusters Score -3071436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3071526.750000 Penalty: 4993.951660
	Iteration 38Q: 3 clusters Score -3071527 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3071623.250000 Penalty: 4993.951660
	Iteration 39Q: 3 clusters Score -3071623 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3071736.000000 Penalty: 4993.951660
	Iteration 40F: 3 clusters Score -3071736 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3071818.000000 Penalty: 4993.951660
	Iteration 41Q: 3 clusters Score -3071818 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3071903.000000 Penalty: 4993.951660
	Iteration 42Q: 3 clusters Score -3071903 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3071981.250000 Penalty: 4993.951660
	Iteration 43Q: 3 clusters Score -3071981 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3072044.250000 Penalty: 4993.951660
	Iteration 44Q: 3 clusters Score -3072044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3072109.750000 Penalty: 4993.951660
	Iteration 45Q: 3 clusters Score -3072110 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3072156.000000 Penalty: 4993.951660
	Iteration 46Q: 3 clusters Score -3072156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3072187.250000 Penalty: 4993.951660
	Iteration 47Q: 3 clusters Score -3072187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3072219.000000 Penalty: 4993.951660
	Iteration 48Q: 3 clusters Score -3072219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3072249.500000 Penalty: 4993.951660
	Iteration 49Q: 3 clusters Score -3072250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3072271.750000 Penalty: 4993.951660
	Iteration 50Q: 3 clusters Score -3072272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3072287.250000 Penalty: 4993.951660
	Iteration 51Q: 3 clusters Score -3072287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3072309.000000 Penalty: 4993.951660
	Iteration 52Q: 3 clusters Score -3072309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3072320.000000 Penalty: 4993.951660
	Iteration 53Q: 3 clusters Score -3072320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3072335.000000 Penalty: 4993.951660
	Iteration 54Q: 3 clusters Score -3072335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3072357.750000 Penalty: 4993.951660
	Iteration 55Q: 3 clusters Score -3072358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3072364.250000 Penalty: 4993.951660
	Iteration 56Q: 3 clusters Score -3072364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3072373.500000 Penalty: 4993.951660
	Iteration 57Q: 3 clusters Score -3072374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3072366.250000 Penalty: 4993.951660
	Iteration 58Q: 3 clusters Score -3072366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3072381.500000 Penalty: 4993.951660
	Iteration 59Q: 3 clusters Score -3072382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3072385.750000 Penalty: 4993.951660
	Iteration 60F: 3 clusters Score -3072386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3072388.500000 Penalty: 4993.951660
	Iteration 61Q: 3 clusters Score -3072388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3072393.250000 Penalty: 4993.951660
	Iteration 62Q: 3 clusters Score -3072393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3072395.500000 Penalty: 4993.951660
	Iteration 63Q: 3 clusters Score -3072396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3072402.250000 Penalty: 4993.951660
	Iteration 64Q: 3 clusters Score -3072402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3072409.000000 Penalty: 4993.951660
	Iteration 65Q: 3 clusters Score -3072409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3072417.000000 Penalty: 4993.951660
	Iteration 66Q: 3 clusters Score -3072417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3072420.750000 Penalty: 4993.951660
	Iteration 67Q: 3 clusters Score -3072421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3072420.000000 Penalty: 4993.951660
	Iteration 68Q: 3 clusters Score -3072420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3072420.000000 Penalty: 4993.951660
	Iteration 69Q: 3 clusters Score -3072420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3072422.500000 Penalty: 4993.951660
	Iteration 70Q: 3 clusters Score -3072422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3072423.000000 Penalty: 4993.951660
	Iteration 71Q: 3 clusters Score -3072423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3072419.250000 Penalty: 4993.951660
	Iteration 72Q: 3 clusters Score -3072419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3072420.000000 Penalty: 4993.951660
	Iteration 73Q: 3 clusters Score -3072420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3072420.000000 Penalty: 4993.951660
	Iteration 74F: 3 clusters Score -3072420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Entering Unmasked Estep 
Score: -3368103.000000 Penalty: 2514.343018
	Iteration 0F: 2 clusters Score -3368103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3350698.500000 Penalty: 5028.686035
	Iteration 0F: 3 clusters Score -3350698 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3356761.500000 Penalty: 5028.686035
	Iteration 1F: 3 clusters Score -3356762 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3357244.250000 Penalty: 5028.686035
	Iteration 2Q: 3 clusters Score -3357244 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3357651.500000 Penalty: 5028.686035
	Iteration 3Q: 3 clusters Score -3357652 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3358051.000000 Penalty: 5028.686035
	Iteration 4Q: 3 clusters Score -3358051 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3358506.750000 Penalty: 5028.686035
	Iteration 5Q: 3 clusters Score -3358507 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3359054.500000 Penalty: 5028.686035
	Iteration 6Q: 3 clusters Score -3359054 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3359655.250000 Penalty: 5028.686035
	Iteration 7Q: 3 clusters Score -3359655 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3360304.250000 Penalty: 5028.686035
	Iteration 8Q: 3 clusters Score -3360304 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3360998.750000 Penalty: 5028.686035
	Iteration 9Q: 3 clusters Score -3360999 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3361726.250000 Penalty: 5028.686035
	Iteration 10Q: 3 clusters Score -3361726 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3362471.500000 Penalty: 5028.686035
	Iteration 11Q: 3 clusters Score -3362472 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3363219.750000 Penalty: 5028.686035
	Iteration 12Q: 3 clusters Score -3363220 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3363858.750000 Penalty: 5028.686035
	Iteration 13Q: 3 clusters Score -3363859 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3364370.000000 Penalty: 5028.686035
	Iteration 14Q: 3 clusters Score -3364370 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3364837.000000 Penalty: 5028.686035
	Iteration 15Q: 3 clusters Score -3364837 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3365201.750000 Penalty: 5028.686035
	Iteration 16Q: 3 clusters Score -3365202 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3365433.750000 Penalty: 5028.686035
	Iteration 17Q: 3 clusters Score -3365434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3365628.000000 Penalty: 5028.686035
	Iteration 18Q: 3 clusters Score -3365628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3365734.250000 Penalty: 5028.686035
	Iteration 19Q: 3 clusters Score -3365734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3365822.000000 Penalty: 5028.686035
	Iteration 20F: 3 clusters Score -3365822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3365888.250000 Penalty: 5028.686035
	Iteration 21Q: 3 clusters Score -3365888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3365933.250000 Penalty: 5028.686035
	Iteration 22Q: 3 clusters Score -3365933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3365965.000000 Penalty: 5028.686035
	Iteration 23Q: 3 clusters Score -3365965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3365991.250000 Penalty: 5028.686035
	Iteration 24Q: 3 clusters Score -3365991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3366013.750000 Penalty: 5028.686035
	Iteration 25Q: 3 clusters Score -3366014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3366029.500000 Penalty: 5028.686035
	Iteration 26Q: 3 clusters Score -3366030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3366040.000000 Penalty: 5028.686035
	Iteration 27Q: 3 clusters Score -3366040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3366048.500000 Penalty: 5028.686035
	Iteration 28Q: 3 clusters Score -3366048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3366055.250000 Penalty: 5028.686035
	Iteration 29Q: 3 clusters Score -3366055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3366070.250000 Penalty: 5028.686035
	Iteration 30Q: 3 clusters Score -3366070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3366079.500000 Penalty: 5028.686035
	Iteration 31Q: 3 clusters Score -3366080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3366087.750000 Penalty: 5028.686035
	Iteration 32Q: 3 clusters Score -3366088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3366086.250000 Penalty: 5028.686035
	Iteration 33Q: 3 clusters Score -3366086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3366097.250000 Penalty: 5028.686035
	Iteration 34Q: 3 clusters Score -3366097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3366107.500000 Penalty: 5028.686035
	Iteration 35Q: 3 clusters Score -3366108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3366112.500000 Penalty: 5028.686035
	Iteration 36Q: 3 clusters Score -3366112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3366123.000000 Penalty: 5028.686035
	Iteration 37Q: 3 clusters Score -3366123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3366125.750000 Penalty: 5028.686035
	Iteration 38Q: 3 clusters Score -3366126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3366127.250000 Penalty: 5028.686035
	Iteration 39Q: 3 clusters Score -3366127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3366130.000000 Penalty: 5028.686035
	Iteration 40F: 3 clusters Score -3366130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3366132.500000 Penalty: 5028.686035
	Iteration 41Q: 3 clusters Score -3366132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3366138.750000 Penalty: 5028.686035
	Iteration 42Q: 3 clusters Score -3366139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3366139.250000 Penalty: 5028.686035
	Iteration 43Q: 3 clusters Score -3366139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3366142.000000 Penalty: 5028.686035
	Iteration 44Q: 3 clusters Score -3366142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3366144.000000 Penalty: 5028.686035
	Iteration 45Q: 3 clusters Score -3366144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3366142.250000 Penalty: 5028.686035
	Iteration 46Q: 3 clusters Score -3366142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3366141.750000 Penalty: 5028.686035
	Iteration 47Q: 3 clusters Score -3366142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3366144.500000 Penalty: 5028.686035
	Iteration 48Q: 3 clusters Score -3366144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3366147.000000 Penalty: 5028.686035
	Iteration 49Q: 3 clusters Score -3366147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3366152.000000 Penalty: 5028.686035
	Iteration 50Q: 3 clusters Score -3366152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3366154.750000 Penalty: 5028.686035
	Iteration 51Q: 3 clusters Score -3366155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3366160.000000 Penalty: 5028.686035
	Iteration 52Q: 3 clusters Score -3366160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3366160.000000 Penalty: 5028.686035
	Iteration 53Q: 3 clusters Score -3366160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3366164.750000 Penalty: 5028.686035
	Iteration 54Q: 3 clusters Score -3366165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3366162.250000 Penalty: 5028.686035
	Iteration 55Q: 3 clusters Score -3366162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3366156.750000 Penalty: 5028.686035
	Iteration 56Q: 3 clusters Score -3366157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3366156.250000 Penalty: 5028.686035
	Iteration 57Q: 3 clusters Score -3366156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3366160.500000 Penalty: 5028.686035
	Iteration 58Q: 3 clusters Score -3366160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3366163.750000 Penalty: 5028.686035
	Iteration 59Q: 3 clusters Score -3366164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3366163.750000 Penalty: 5028.686035
	Iteration 60F: 3 clusters Score -3366164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Entering Unmasked Estep 
Score: -17927912.000000 Penalty: 2928.891846
	Iteration 0F: 2 clusters Score -1.792791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -17838798.000000 Penalty: 5857.783691
	Iteration 0F: 3 clusters Score -1.78388e+07 nChanged 64311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -17875660.000000 Penalty: 5857.783691
	Iteration 1F: 3 clusters Score -1.787566e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -17876434.000000 Penalty: 5857.783691
	Iteration 2Q: 3 clusters Score -1.787643e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -17877374.000000 Penalty: 5857.783691
	Iteration 3Q: 3 clusters Score -1.787737e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -17878736.000000 Penalty: 5857.783691
	Iteration 4Q: 3 clusters Score -1.787874e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -17881074.000000 Penalty: 5857.783691
	Iteration 5Q: 3 clusters Score -1.788107e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -17884544.000000 Penalty: 5857.783691
	Iteration 6Q: 3 clusters Score -1.788454e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -17889506.000000 Penalty: 5857.783691
	Iteration 7F: 3 clusters Score -1.788951e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -17896372.000000 Penalty: 5857.783691
	Iteration 8F: 3 clusters Score -1.789637e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -17904222.000000 Penalty: 5857.783691
	Iteration 9F: 3 clusters Score -1.790422e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -17910968.000000 Penalty: 5857.783691
	Iteration 10F: 3 clusters Score -1.791097e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -17915690.000000 Penalty: 5857.783691
	Iteration 11Q: 3 clusters Score -1.791569e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124752 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -17919002.000000 Penalty: 5857.783691
	Iteration 12Q: 3 clusters Score -1.7919e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -17921112.000000 Penalty: 5857.783691
	Iteration 13Q: 3 clusters Score -1.792111e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -17922450.000000 Penalty: 5857.783691
	Iteration 14Q: 3 clusters Score -1.792245e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -17923454.000000 Penalty: 5857.783691
	Iteration 15Q: 3 clusters Score -1.792345e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132163 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -17924098.000000 Penalty: 5857.783691
	Iteration 16Q: 3 clusters Score -1.79241e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132811 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17924576.000000 Penalty: 5857.783691
	Iteration 17Q: 3 clusters Score -1.792458e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133205 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -17924784.000000 Penalty: 5857.783691
	Iteration 18Q: 3 clusters Score -1.792478e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133448 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17924970.000000 Penalty: 5857.783691
	Iteration 19Q: 3 clusters Score -1.792497e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17925052.000000 Penalty: 5857.783691
	Iteration 20F: 3 clusters Score -1.792505e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17925116.000000 Penalty: 5857.783691
	Iteration 21Q: 3 clusters Score -1.792512e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -17925170.000000 Penalty: 5857.783691
	Iteration 22Q: 3 clusters Score -1.792517e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133872 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17925224.000000 Penalty: 5857.783691
	Iteration 23Q: 3 clusters Score -1.792522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133908 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -17925238.000000 Penalty: 5857.783691
	Iteration 24Q: 3 clusters Score -1.792524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133932 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17925270.000000 Penalty: 5857.783691
	Iteration 25Q: 3 clusters Score -1.792527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -17925290.000000 Penalty: 5857.783691
	Iteration 26Q: 3 clusters Score -1.792529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133976 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -17925310.000000 Penalty: 5857.783691
	Iteration 27Q: 3 clusters Score -1.792531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17925320.000000 Penalty: 5857.783691
	Iteration 28Q: 3 clusters Score -1.792532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17925336.000000 Penalty: 5857.783691
	Iteration 29Q: 3 clusters Score -1.792534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17925344.000000 Penalty: 5857.783691
	Iteration 30Q: 3 clusters Score -1.792534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -17925344.000000 Penalty: 5857.783691
	Iteration 31Q: 3 clusters Score -1.792534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134006 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17925348.000000 Penalty: 5857.783691
	Iteration 32Q: 3 clusters Score -1.792535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17925350.000000 Penalty: 5857.783691
	Iteration 33Q: 3 clusters Score -1.792535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134017 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -17925358.000000 Penalty: 5857.783691
	Iteration 34Q: 3 clusters Score -1.792536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -17925366.000000 Penalty: 5857.783691
	Iteration 35Q: 3 clusters Score -1.792537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17925350.000000 Penalty: 5857.783691
	Iteration 36Q: 3 clusters Score -1.792535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17925348.000000 Penalty: 5857.783691
	Iteration 37Q: 3 clusters Score -1.792535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17925346.000000 Penalty: 5857.783691
	Iteration 38Q: 3 clusters Score -1.792535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17925350.000000 Penalty: 5857.783691
	Iteration 39Q: 3 clusters Score -1.792535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17925348.000000 Penalty: 5857.783691
	Iteration 40F: 3 clusters Score -1.792535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17925356.000000 Penalty: 5857.783691
	Iteration 41Q: 3 clusters Score -1.792536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134038 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17925352.000000 Penalty: 5857.783691
	Iteration 42Q: 3 clusters Score -1.792535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134038 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17925352.000000 Penalty: 5857.783691
	Iteration 43F: 3 clusters Score -1.792535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -616851.250000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -616851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -612624.187500 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -612624.2 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -613576.250000 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -613576.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -613740.250000 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -613740.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -613837.375000 Penalty: 4179.599609
	Iteration 3Q: 3 clusters Score -613837.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -613905.375000 Penalty: 4179.599609
	Iteration 4Q: 3 clusters Score -613905.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -613954.375000 Penalty: 4179.599609
	Iteration 5Q: 3 clusters Score -613954.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -613985.312500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -613985.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -614008.500000 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -614008.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -614028.000000 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -614028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -614040.875000 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -614040.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -614055.125000 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -614055.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -614069.500000 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -614069.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -614086.625000 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -614086.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -614103.625000 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -614103.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -614114.000000 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -614114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -614120.062500 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -614120.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -614125.875000 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -614125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -614128.812500 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -614128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -614131.562500 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -614131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -614131.750000 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -614131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -614132.312500 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -614132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -614132.125000 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -614132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -614132.125000 Penalty: 4179.599609
	Iteration 22F: 3 clusters Score -614132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1793107.625000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1793108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1783401.500000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1783402 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1786368.750000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1786369 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1786744.125000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1786744 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1787020.500000 Penalty: 4706.597656
	Iteration 3F: 3 clusters Score -1787020 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1787254.625000 Penalty: 4706.597656
	Iteration 4Q: 3 clusters Score -1787255 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1787462.000000 Penalty: 4706.597656
	Iteration 5Q: 3 clusters Score -1787462 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1787665.375000 Penalty: 4706.597656
	Iteration 6Q: 3 clusters Score -1787665 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1787901.250000 Penalty: 4706.597656
	Iteration 7Q: 3 clusters Score -1787901 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1788170.375000 Penalty: 4706.597656
	Iteration 8Q: 3 clusters Score -1788170 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1788500.500000 Penalty: 4706.597656
	Iteration 9Q: 3 clusters Score -1788500 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1788924.625000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1788925 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1789414.500000 Penalty: 4706.597656
	Iteration 11F: 3 clusters Score -1789414 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1789942.250000 Penalty: 4706.597656
	Iteration 12F: 3 clusters Score -1789942 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1790429.500000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1790430 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1790857.500000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1790858 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1791198.250000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1791198 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1791444.250000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1791444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1791575.000000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1791575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1791642.500000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1791642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1791676.750000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1791677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1791697.250000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1791697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1791712.375000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1791712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1791716.875000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1791717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1791720.625000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1791721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1791719.500000 Penalty: 4706.597656
	Iteration 24Q: 3 clusters Score -1791720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1791718.875000 Penalty: 4706.597656
	Iteration 25Q: 3 clusters Score -1791719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1791720.250000 Penalty: 4706.597656
	Iteration 26Q: 3 clusters Score -1791720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1791723.250000 Penalty: 4706.597656
	Iteration 27Q: 3 clusters Score -1791723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1791723.250000 Penalty: 4706.597656
	Iteration 28F: 3 clusters Score -1791723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Entering Unmasked Estep 
Score: -1613156.000000 Penalty: 2357.817627
	Iteration 0F: 2 clusters Score -1613156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1603573.750000 Penalty: 4715.635254
	Iteration 0F: 3 clusters Score -1603574 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1607878.250000 Penalty: 4715.635254
	Iteration 1F: 3 clusters Score -1607878 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1609209.750000 Penalty: 4715.635254
	Iteration 2F: 3 clusters Score -1609210 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1610344.875000 Penalty: 4715.635254
	Iteration 3F: 3 clusters Score -1610345 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1611148.625000 Penalty: 4715.635254
	Iteration 4F: 3 clusters Score -1611149 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1611725.875000 Penalty: 4715.635254
	Iteration 5F: 3 clusters Score -1611726 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1612162.500000 Penalty: 4715.635254
	Iteration 6Q: 3 clusters Score -1612162 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1612497.375000 Penalty: 4715.635254
	Iteration 7Q: 3 clusters Score -1612497 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1612690.500000 Penalty: 4715.635254
	Iteration 8Q: 3 clusters Score -1612690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1612814.000000 Penalty: 4715.635254
	Iteration 9Q: 3 clusters Score -1612814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1612895.625000 Penalty: 4715.635254
	Iteration 10Q: 3 clusters Score -1612896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1612970.375000 Penalty: 4715.635254
	Iteration 11Q: 3 clusters Score -1612970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1613037.000000 Penalty: 4715.635254
	Iteration 12Q: 3 clusters Score -1613037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1613096.000000 Penalty: 4715.635254
	Iteration 13Q: 3 clusters Score -1613096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1613153.375000 Penalty: 4715.635254
	Iteration 14Q: 3 clusters Score -1613153 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1613204.000000 Penalty: 4715.635254
	Iteration 15Q: 3 clusters Score -1613204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1613255.375000 Penalty: 4715.635254
	Iteration 16Q: 3 clusters Score -1613255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1613306.500000 Penalty: 4715.635254
	Iteration 17Q: 3 clusters Score -1613306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1613357.125000 Penalty: 4715.635254
	Iteration 18Q: 3 clusters Score -1613357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1613401.875000 Penalty: 4715.635254
	Iteration 19Q: 3 clusters Score -1613402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1613439.875000 Penalty: 4715.635254
	Iteration 20F: 3 clusters Score -1613440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1613477.625000 Penalty: 4715.635254
	Iteration 21Q: 3 clusters Score -1613478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1613526.250000 Penalty: 4715.635254
	Iteration 22Q: 3 clusters Score -1613526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1613566.000000 Penalty: 4715.635254
	Iteration 23Q: 3 clusters Score -1613566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1613622.875000 Penalty: 4715.635254
	Iteration 24Q: 3 clusters Score -1613623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1613736.250000 Penalty: 4715.635254
	Iteration 25Q: 3 clusters Score -1613736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1613854.500000 Penalty: 4715.635254
	Iteration 26Q: 3 clusters Score -1613854 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1613948.375000 Penalty: 4715.635254
	Iteration 27Q: 3 clusters Score -1613948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1614006.000000 Penalty: 4715.635254
	Iteration 28Q: 3 clusters Score -1614006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1614032.125000 Penalty: 4715.635254
	Iteration 29Q: 3 clusters Score -1614032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1614048.000000 Penalty: 4715.635254
	Iteration 30Q: 3 clusters Score -1614048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1614061.000000 Penalty: 4715.635254
	Iteration 31Q: 3 clusters Score -1614061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1614062.000000 Penalty: 4715.635254
	Iteration 32Q: 3 clusters Score -1614062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1614063.000000 Penalty: 4715.635254
	Iteration 33Q: 3 clusters Score -1614063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1614066.875000 Penalty: 4715.635254
	Iteration 34Q: 3 clusters Score -1614067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1614072.000000 Penalty: 4715.635254
	Iteration 35Q: 3 clusters Score -1614072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1614072.875000 Penalty: 4715.635254
	Iteration 36Q: 3 clusters Score -1614073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1614072.375000 Penalty: 4715.635254
	Iteration 37Q: 3 clusters Score -1614072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1614071.250000 Penalty: 4715.635254
	Iteration 38Q: 3 clusters Score -1614071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1614073.375000 Penalty: 4715.635254
	Iteration 39Q: 3 clusters Score -1614073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1614072.500000 Penalty: 4715.635254
	Iteration 40F: 3 clusters Score -1614072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 126054 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 134598 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 222904 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 48947 members 
Mstep: Class 17 contains 145744 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 71721 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 29354 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 222 members 
Mstep: Class 28 contains 47080 members 
Mstep: Class 29 contains 120279 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 235673 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 1588 members 
Mstep: Class 34 contains 4442 members 
Mstep: Class 35 contains 4257 members 
Mstep: Class 36 contains 9510 members 
Entering Unmasked Estep 
Score: -181097184.000000 Penalty: 126379.453125
Splitting cluster 10 changes total score from -181097712.000000 to -181097184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (222904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222904 members 
Entering Unmasked Estep 
Score: -29847738.000000 Penalty: 3053.995117
	Iteration 0F: 2 clusters Score -2.984774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -29728586.000000 Penalty: 6107.990234
	Iteration 0F: 3 clusters Score -2.972859e+07 nChanged 107406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -29791280.000000 Penalty: 6107.990234
	Iteration 1F: 3 clusters Score -2.979128e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -29792386.000000 Penalty: 6107.990234
	Iteration 2Q: 3 clusters Score -2.979239e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -29793760.000000 Penalty: 6107.990234
	Iteration 3Q: 3 clusters Score -2.979376e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -29795636.000000 Penalty: 6107.990234
	Iteration 4Q: 3 clusters Score -2.979564e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -29798214.000000 Penalty: 6107.990234
	Iteration 5Q: 3 clusters Score -2.979821e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -29802164.000000 Penalty: 6107.990234
	Iteration 6Q: 3 clusters Score -2.980216e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -29808918.000000 Penalty: 6107.990234
	Iteration 7F: 3 clusters Score -2.980892e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -29818162.000000 Penalty: 6107.990234
	Iteration 8F: 3 clusters Score -2.981816e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -29827666.000000 Penalty: 6107.990234
	Iteration 9F: 3 clusters Score -2.982767e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -29833352.000000 Penalty: 6107.990234
	Iteration 10F: 3 clusters Score -2.983335e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -29834662.000000 Penalty: 6107.990234
	Iteration 11Q: 3 clusters Score -2.983466e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -29834932.000000 Penalty: 6107.990234
	Iteration 12Q: 3 clusters Score -2.983493e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -29834876.000000 Penalty: 6107.990234
	Iteration 13Q: 3 clusters Score -2.983488e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -29834924.000000 Penalty: 6107.990234
	Iteration 14Q: 3 clusters Score -2.983492e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 140702 members 
Entering Unmasked Estep 
Score: -29834808.000000 Penalty: 6107.990234
	Iteration 15Q: 3 clusters Score -2.983481e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -29834788.000000 Penalty: 6107.990234
	Iteration 16Q: 3 clusters Score -2.983479e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -29834810.000000 Penalty: 6107.990234
	Iteration 17Q: 3 clusters Score -2.983481e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -29834772.000000 Penalty: 6107.990234
	Iteration 18Q: 3 clusters Score -2.983477e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -29834798.000000 Penalty: 6107.990234
	Iteration 19Q: 3 clusters Score -2.98348e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -29834980.000000 Penalty: 6107.990234
	Iteration 20F: 3 clusters Score -2.983498e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -29834946.000000 Penalty: 6107.990234
	Iteration 21Q: 3 clusters Score -2.983495e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 137008 members 
Entering Unmasked Estep 
Score: -29835028.000000 Penalty: 6107.990234
	Iteration 22Q: 3 clusters Score -2.983503e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -29835086.000000 Penalty: 6107.990234
	Iteration 23Q: 3 clusters Score -2.983509e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -29835200.000000 Penalty: 6107.990234
	Iteration 24Q: 3 clusters Score -2.98352e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -29835154.000000 Penalty: 6107.990234
	Iteration 25Q: 3 clusters Score -2.983515e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -29835214.000000 Penalty: 6107.990234
	Iteration 26Q: 3 clusters Score -2.983521e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -29835244.000000 Penalty: 6107.990234
	Iteration 27Q: 3 clusters Score -2.983524e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -29835310.000000 Penalty: 6107.990234
	Iteration 28Q: 3 clusters Score -2.983531e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -29835352.000000 Penalty: 6107.990234
	Iteration 29Q: 3 clusters Score -2.983535e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -29835440.000000 Penalty: 6107.990234
	Iteration 30Q: 3 clusters Score -2.983544e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -29835442.000000 Penalty: 6107.990234
	Iteration 31Q: 3 clusters Score -2.983544e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -29835432.000000 Penalty: 6107.990234
	Iteration 32Q: 3 clusters Score -2.983543e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -29835442.000000 Penalty: 6107.990234
	Iteration 33Q: 3 clusters Score -2.983544e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -29835556.000000 Penalty: 6107.990234
	Iteration 34Q: 3 clusters Score -2.983556e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -29835634.000000 Penalty: 6107.990234
	Iteration 35Q: 3 clusters Score -2.983563e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 127877 members 
Entering Unmasked Estep 
Score: -29835668.000000 Penalty: 6107.990234
	Iteration 36Q: 3 clusters Score -2.983567e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -29835778.000000 Penalty: 6107.990234
	Iteration 37Q: 3 clusters Score -2.983578e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -29835796.000000 Penalty: 6107.990234
	Iteration 38Q: 3 clusters Score -2.98358e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -29835870.000000 Penalty: 6107.990234
	Iteration 39Q: 3 clusters Score -2.983587e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -29835972.000000 Penalty: 6107.990234
	Iteration 40F: 3 clusters Score -2.983597e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97005 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -29836104.000000 Penalty: 6107.990234
	Iteration 41Q: 3 clusters Score -2.98361e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -29836042.000000 Penalty: 6107.990234
	Iteration 42Q: 3 clusters Score -2.983604e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -29836052.000000 Penalty: 6107.990234
	Iteration 43Q: 3 clusters Score -2.983605e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 125149 members 
Entering Unmasked Estep 
Score: -29836038.000000 Penalty: 6107.990234
	Iteration 44Q: 3 clusters Score -2.983604e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -29836104.000000 Penalty: 6107.990234
	Iteration 45Q: 3 clusters Score -2.98361e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -29836174.000000 Penalty: 6107.990234
	Iteration 46Q: 3 clusters Score -2.983617e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -29836250.000000 Penalty: 6107.990234
	Iteration 47Q: 3 clusters Score -2.983625e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 124248 members 
Entering Unmasked Estep 
Score: -29836304.000000 Penalty: 6107.990234
	Iteration 48Q: 3 clusters Score -2.98363e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -29836488.000000 Penalty: 6107.990234
	Iteration 49Q: 3 clusters Score -2.983649e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99151 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -29836626.000000 Penalty: 6107.990234
	Iteration 50Q: 3 clusters Score -2.983663e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 123542 members 
Entering Unmasked Estep 
Score: -29836684.000000 Penalty: 6107.990234
	Iteration 51Q: 3 clusters Score -2.983668e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -29836772.000000 Penalty: 6107.990234
	Iteration 52Q: 3 clusters Score -2.983677e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -29836748.000000 Penalty: 6107.990234
	Iteration 53Q: 3 clusters Score -2.983675e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -29836770.000000 Penalty: 6107.990234
	Iteration 54Q: 3 clusters Score -2.983677e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -29836828.000000 Penalty: 6107.990234
	Iteration 55Q: 3 clusters Score -2.983683e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -29836892.000000 Penalty: 6107.990234
	Iteration 56Q: 3 clusters Score -2.983689e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
Score: -29836866.000000 Penalty: 6107.990234
	Iteration 57Q: 3 clusters Score -2.983687e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 122480 members 
Entering Unmasked Estep 
Score: -29837008.000000 Penalty: 6107.990234
	Iteration 58Q: 3 clusters Score -2.983701e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -29837136.000000 Penalty: 6107.990234
	Iteration 59Q: 3 clusters Score -2.983714e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 122307 members 
Entering Unmasked Estep 
Score: -29837218.000000 Penalty: 6107.990234
	Iteration 60F: 3 clusters Score -2.983722e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -29837388.000000 Penalty: 6107.990234
	Iteration 61Q: 3 clusters Score -2.983739e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -29837412.000000 Penalty: 6107.990234
	Iteration 62Q: 3 clusters Score -2.983741e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -29837440.000000 Penalty: 6107.990234
	Iteration 63Q: 3 clusters Score -2.983744e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 122078 members 
Entering Unmasked Estep 
Score: -29837504.000000 Penalty: 6107.990234
	Iteration 64Q: 3 clusters Score -2.98375e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 122045 members 
Entering Unmasked Estep 
Score: -29837598.000000 Penalty: 6107.990234
	Iteration 65Q: 3 clusters Score -2.98376e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -29837578.000000 Penalty: 6107.990234
	Iteration 66Q: 3 clusters Score -2.983758e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -29837550.000000 Penalty: 6107.990234
	Iteration 67Q: 3 clusters Score -2.983755e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -29837698.000000 Penalty: 6107.990234
	Iteration 68Q: 3 clusters Score -2.98377e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -29837900.000000 Penalty: 6107.990234
	Iteration 69Q: 3 clusters Score -2.98379e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -29838036.000000 Penalty: 6107.990234
	Iteration 70Q: 3 clusters Score -2.983804e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -29838048.000000 Penalty: 6107.990234
	Iteration 71Q: 3 clusters Score -2.983805e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -29838096.000000 Penalty: 6107.990234
	Iteration 72Q: 3 clusters Score -2.98381e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 122767 members 
Entering Unmasked Estep 
Score: -29838204.000000 Penalty: 6107.990234
	Iteration 73Q: 3 clusters Score -2.98382e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -29838266.000000 Penalty: 6107.990234
	Iteration 74Q: 3 clusters Score -2.983827e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -29838324.000000 Penalty: 6107.990234
	Iteration 75Q: 3 clusters Score -2.983832e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -29838360.000000 Penalty: 6107.990234
	Iteration 76Q: 3 clusters Score -2.983836e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 123271 members 
Entering Unmasked Estep 
Score: -29838426.000000 Penalty: 6107.990234
	Iteration 77Q: 3 clusters Score -2.983843e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -29838604.000000 Penalty: 6107.990234
	Iteration 78Q: 3 clusters Score -2.98386e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -29838698.000000 Penalty: 6107.990234
	Iteration 79Q: 3 clusters Score -2.98387e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -29838942.000000 Penalty: 6107.990234
	Iteration 80F: 3 clusters Score -2.983894e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -29839200.000000 Penalty: 6107.990234
	Iteration 81Q: 3 clusters Score -2.98392e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -29839306.000000 Penalty: 6107.990234
	Iteration 82Q: 3 clusters Score -2.983931e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -29839466.000000 Penalty: 6107.990234
	Iteration 83Q: 3 clusters Score -2.983947e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -29839584.000000 Penalty: 6107.990234
	Iteration 84Q: 3 clusters Score -2.983958e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 124970 members 
Entering Unmasked Estep 
Score: -29839628.000000 Penalty: 6107.990234
	Iteration 85Q: 3 clusters Score -2.983963e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -29839894.000000 Penalty: 6107.990234
	Iteration 86Q: 3 clusters Score -2.983989e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -29840098.000000 Penalty: 6107.990234
	Iteration 87Q: 3 clusters Score -2.98401e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -29840264.000000 Penalty: 6107.990234
	Iteration 88Q: 3 clusters Score -2.984026e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -29840386.000000 Penalty: 6107.990234
	Iteration 89Q: 3 clusters Score -2.984039e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -29840482.000000 Penalty: 6107.990234
	Iteration 90Q: 3 clusters Score -2.984048e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 126622 members 
Entering Unmasked Estep 
Score: -29840704.000000 Penalty: 6107.990234
	Iteration 91Q: 3 clusters Score -2.98407e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
Score: -29840948.000000 Penalty: 6107.990234
	Iteration 92Q: 3 clusters Score -2.984095e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -29841080.000000 Penalty: 6107.990234
	Iteration 93Q: 3 clusters Score -2.984108e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -29841104.000000 Penalty: 6107.990234
	Iteration 94Q: 3 clusters Score -2.98411e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -29841314.000000 Penalty: 6107.990234
	Iteration 95Q: 3 clusters Score -2.984131e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -29841508.000000 Penalty: 6107.990234
	Iteration 96Q: 3 clusters Score -2.984151e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -29841636.000000 Penalty: 6107.990234
	Iteration 97Q: 3 clusters Score -2.984164e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 128336 members 
Entering Unmasked Estep 
Score: -29841726.000000 Penalty: 6107.990234
	Iteration 98Q: 3 clusters Score -2.984173e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -29841846.000000 Penalty: 6107.990234
	Iteration 99Q: 3 clusters Score -2.984185e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 128949 members 
Entering Unmasked Estep 
Score: -29842080.000000 Penalty: 6107.990234
	Iteration 100F: 3 clusters Score -2.984208e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 129306 members 
Entering Unmasked Estep 
Score: -29842394.000000 Penalty: 6107.990234
	Iteration 101Q: 3 clusters Score -2.984239e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -29842508.000000 Penalty: 6107.990234
	Iteration 102Q: 3 clusters Score -2.984251e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -29842714.000000 Penalty: 6107.990234
	Iteration 103Q: 3 clusters Score -2.984271e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 130454 members 
Entering Unmasked Estep 
Score: -29842834.000000 Penalty: 6107.990234
	Iteration 104Q: 3 clusters Score -2.984283e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -29842972.000000 Penalty: 6107.990234
	Iteration 105Q: 3 clusters Score -2.984297e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -29843170.000000 Penalty: 6107.990234
	Iteration 106Q: 3 clusters Score -2.984317e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -29843324.000000 Penalty: 6107.990234
	Iteration 107Q: 3 clusters Score -2.984332e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -29843454.000000 Penalty: 6107.990234
	Iteration 108Q: 3 clusters Score -2.984345e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -29843506.000000 Penalty: 6107.990234
	Iteration 109Q: 3 clusters Score -2.984351e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -29843664.000000 Penalty: 6107.990234
	Iteration 110Q: 3 clusters Score -2.984366e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -29843758.000000 Penalty: 6107.990234
	Iteration 111Q: 3 clusters Score -2.984376e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
Score: -29843872.000000 Penalty: 6107.990234
	Iteration 112Q: 3 clusters Score -2.984387e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 134594 members 
Entering Unmasked Estep 
Score: -29844106.000000 Penalty: 6107.990234
	Iteration 113Q: 3 clusters Score -2.984411e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -29844276.000000 Penalty: 6107.990234
	Iteration 114Q: 3 clusters Score -2.984428e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -29844362.000000 Penalty: 6107.990234
	Iteration 115Q: 3 clusters Score -2.984436e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 136192 members 
Entering Unmasked Estep 
Score: -29844494.000000 Penalty: 6107.990234
	Iteration 116Q: 3 clusters Score -2.984449e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 136778 members 
Entering Unmasked Estep 
Score: -29844528.000000 Penalty: 6107.990234
	Iteration 117Q: 3 clusters Score -2.984453e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -29844620.000000 Penalty: 6107.990234
	Iteration 118Q: 3 clusters Score -2.984462e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -29844670.000000 Penalty: 6107.990234
	Iteration 119Q: 3 clusters Score -2.984467e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -29844712.000000 Penalty: 6107.990234
	Iteration 120F: 3 clusters Score -2.984471e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -29844670.000000 Penalty: 6107.990234
	Iteration 121Q: 3 clusters Score -2.984467e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -29844808.000000 Penalty: 6107.990234
	Iteration 122Q: 3 clusters Score -2.984481e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 140730 members 
Entering Unmasked Estep 
Score: -29844904.000000 Penalty: 6107.990234
	Iteration 123Q: 3 clusters Score -2.98449e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -29844918.000000 Penalty: 6107.990234
	Iteration 124Q: 3 clusters Score -2.984492e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -29844926.000000 Penalty: 6107.990234
	Iteration 125Q: 3 clusters Score -2.984493e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -29845004.000000 Penalty: 6107.990234
	Iteration 126Q: 3 clusters Score -2.9845e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -29844958.000000 Penalty: 6107.990234
	Iteration 127Q: 3 clusters Score -2.984496e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 144033 members 
Entering Unmasked Estep 
Score: -29844982.000000 Penalty: 6107.990234
	Iteration 128Q: 3 clusters Score -2.984498e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -29844978.000000 Penalty: 6107.990234
	Iteration 129Q: 3 clusters Score -2.984498e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 145323 members 
Entering Unmasked Estep 
Score: -29845068.000000 Penalty: 6107.990234
	Iteration 130Q: 3 clusters Score -2.984507e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -29845112.000000 Penalty: 6107.990234
	Iteration 131Q: 3 clusters Score -2.984511e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -29845194.000000 Penalty: 6107.990234
	Iteration 132Q: 3 clusters Score -2.984519e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -29845144.000000 Penalty: 6107.990234
	Iteration 133Q: 3 clusters Score -2.984514e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -29845092.000000 Penalty: 6107.990234
	Iteration 134Q: 3 clusters Score -2.984509e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -29845180.000000 Penalty: 6107.990234
	Iteration 135Q: 3 clusters Score -2.984518e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -29845142.000000 Penalty: 6107.990234
	Iteration 136Q: 3 clusters Score -2.984514e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -29845064.000000 Penalty: 6107.990234
	Iteration 137Q: 3 clusters Score -2.984506e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -29845072.000000 Penalty: 6107.990234
	Iteration 138Q: 3 clusters Score -2.984507e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 152997 members 
Entering Unmasked Estep 
Score: -29844940.000000 Penalty: 6107.990234
	Iteration 139Q: 3 clusters Score -2.984494e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -29844928.000000 Penalty: 6107.990234
	Iteration 140F: 3 clusters Score -2.984493e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -29844876.000000 Penalty: 6107.990234
	Iteration 141Q: 3 clusters Score -2.984488e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -29844856.000000 Penalty: 6107.990234
	Iteration 142Q: 3 clusters Score -2.984486e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 157253 members 
Entering Unmasked Estep 
Score: -29844838.000000 Penalty: 6107.990234
	Iteration 143Q: 3 clusters Score -2.984484e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -29844822.000000 Penalty: 6107.990234
	Iteration 144Q: 3 clusters Score -2.984482e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -29844708.000000 Penalty: 6107.990234
	Iteration 145Q: 3 clusters Score -2.984471e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -29844598.000000 Penalty: 6107.990234
	Iteration 146Q: 3 clusters Score -2.98446e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -29844582.000000 Penalty: 6107.990234
	Iteration 147Q: 3 clusters Score -2.984458e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -29844506.000000 Penalty: 6107.990234
	Iteration 148Q: 3 clusters Score -2.984451e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -29844484.000000 Penalty: 6107.990234
	Iteration 149Q: 3 clusters Score -2.984448e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 164705 members 
Entering Unmasked Estep 
Score: -29844460.000000 Penalty: 6107.990234
	Iteration 150Q: 3 clusters Score -2.984446e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -29844410.000000 Penalty: 6107.990234
	Iteration 151Q: 3 clusters Score -2.984441e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -29844298.000000 Penalty: 6107.990234
	Iteration 152Q: 3 clusters Score -2.98443e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 167776 members 
Entering Unmasked Estep 
Score: -29844242.000000 Penalty: 6107.990234
	Iteration 153Q: 3 clusters Score -2.984424e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -29844402.000000 Penalty: 6107.990234
	Iteration 154Q: 3 clusters Score -2.98444e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -29844492.000000 Penalty: 6107.990234
	Iteration 155Q: 3 clusters Score -2.984449e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -29844386.000000 Penalty: 6107.990234
	Iteration 156Q: 3 clusters Score -2.984439e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -29844500.000000 Penalty: 6107.990234
	Iteration 157Q: 3 clusters Score -2.98445e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -29844552.000000 Penalty: 6107.990234
	Iteration 158Q: 3 clusters Score -2.984455e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -29844454.000000 Penalty: 6107.990234
	Iteration 159Q: 3 clusters Score -2.984445e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 175851 members 
Entering Unmasked Estep 
Score: -29844410.000000 Penalty: 6107.990234
	Iteration 160F: 3 clusters Score -2.984441e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 177102 members 
Entering Unmasked Estep 
Score: -29844254.000000 Penalty: 6107.990234
	Iteration 161Q: 3 clusters Score -2.984425e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 178355 members 
Entering Unmasked Estep 
Score: -29844210.000000 Penalty: 6107.990234
	Iteration 162Q: 3 clusters Score -2.984421e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -29844006.000000 Penalty: 6107.990234
	Iteration 163Q: 3 clusters Score -2.984401e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 180905 members 
Entering Unmasked Estep 
Score: -29843888.000000 Penalty: 6107.990234
	Iteration 164Q: 3 clusters Score -2.984389e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 182149 members 
Entering Unmasked Estep 
Score: -29843752.000000 Penalty: 6107.990234
	Iteration 165Q: 3 clusters Score -2.984375e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -29843662.000000 Penalty: 6107.990234
	Iteration 166Q: 3 clusters Score -2.984366e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 184675 members 
Entering Unmasked Estep 
Score: -29843478.000000 Penalty: 6107.990234
	Iteration 167Q: 3 clusters Score -2.984348e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 185923 members 
Entering Unmasked Estep 
Score: -29843376.000000 Penalty: 6107.990234
	Iteration 168Q: 3 clusters Score -2.984338e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -29843352.000000 Penalty: 6107.990234
	Iteration 169Q: 3 clusters Score -2.984335e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -29843542.000000 Penalty: 6107.990234
	Iteration 170Q: 3 clusters Score -2.984354e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -29843482.000000 Penalty: 6107.990234
	Iteration 171Q: 3 clusters Score -2.984348e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -29843368.000000 Penalty: 6107.990234
	Iteration 172Q: 3 clusters Score -2.984337e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 192699 members 
Entering Unmasked Estep 
Score: -29843330.000000 Penalty: 6107.990234
	Iteration 173Q: 3 clusters Score -2.984333e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 194036 members 
Entering Unmasked Estep 
Score: -29843360.000000 Penalty: 6107.990234
	Iteration 174Q: 3 clusters Score -2.984336e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 195434 members 
Entering Unmasked Estep 
Score: -29843394.000000 Penalty: 6107.990234
	Iteration 175Q: 3 clusters Score -2.984339e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -29843238.000000 Penalty: 6107.990234
	Iteration 176Q: 3 clusters Score -2.984324e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 198150 members 
Entering Unmasked Estep 
Score: -29843140.000000 Penalty: 6107.990234
	Iteration 177Q: 3 clusters Score -2.984314e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 199450 members 
Entering Unmasked Estep 
Score: -29843000.000000 Penalty: 6107.990234
	Iteration 178Q: 3 clusters Score -2.9843e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 200732 members 
Entering Unmasked Estep 
Score: -29843076.000000 Penalty: 6107.990234
	Iteration 179Q: 3 clusters Score -2.984308e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 201992 members 
Entering Unmasked Estep 
Score: -29843248.000000 Penalty: 6107.990234
	Iteration 180F: 3 clusters Score -2.984325e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -29843300.000000 Penalty: 6107.990234
	Iteration 181Q: 3 clusters Score -2.98433e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 204471 members 
Entering Unmasked Estep 
Score: -29843478.000000 Penalty: 6107.990234
	Iteration 182Q: 3 clusters Score -2.984348e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -29843728.000000 Penalty: 6107.990234
	Iteration 183Q: 3 clusters Score -2.984373e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 206867 members 
Entering Unmasked Estep 
Score: -29843956.000000 Penalty: 6107.990234
	Iteration 184Q: 3 clusters Score -2.984396e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 207983 members 
Entering Unmasked Estep 
Score: -29844134.000000 Penalty: 6107.990234
	Iteration 185Q: 3 clusters Score -2.984413e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 209082 members 
Entering Unmasked Estep 
Score: -29844296.000000 Penalty: 6107.990234
	Iteration 186Q: 3 clusters Score -2.98443e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 210159 members 
Entering Unmasked Estep 
Score: -29844384.000000 Penalty: 6107.990234
	Iteration 187Q: 3 clusters Score -2.984438e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 211205 members 
Entering Unmasked Estep 
Score: -29844452.000000 Penalty: 6107.990234
	Iteration 188Q: 3 clusters Score -2.984445e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 212251 members 
Entering Unmasked Estep 
Score: -29844616.000000 Penalty: 6107.990234
	Iteration 189Q: 3 clusters Score -2.984462e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -29844726.000000 Penalty: 6107.990234
	Iteration 190Q: 3 clusters Score -2.984473e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -29844828.000000 Penalty: 6107.990234
	Iteration 191Q: 3 clusters Score -2.984483e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 214885 members 
Entering Unmasked Estep 
Score: -29844940.000000 Penalty: 6107.990234
	Iteration 192Q: 3 clusters Score -2.984494e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 215593 members 
Entering Unmasked Estep 
Score: -29844972.000000 Penalty: 6107.990234
	Iteration 193Q: 3 clusters Score -2.984497e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 216250 members 
Entering Unmasked Estep 
Score: -29845060.000000 Penalty: 6107.990234
	Iteration 194Q: 3 clusters Score -2.984506e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 216847 members 
Entering Unmasked Estep 
Score: -29845204.000000 Penalty: 6107.990234
	Iteration 195Q: 3 clusters Score -2.98452e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 217390 members 
Entering Unmasked Estep 
Score: -29845310.000000 Penalty: 6107.990234
	Iteration 196Q: 3 clusters Score -2.984531e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 217890 members 
Entering Unmasked Estep 
Score: -29845298.000000 Penalty: 6107.990234
	Iteration 197Q: 3 clusters Score -2.98453e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 218350 members 
Entering Unmasked Estep 
Score: -29845344.000000 Penalty: 6107.990234
	Iteration 198Q: 3 clusters Score -2.984534e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 218730 members 
Entering Unmasked Estep 
Score: -29845366.000000 Penalty: 6107.990234
	Iteration 199Q: 3 clusters Score -2.984537e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 219061 members 
Entering Unmasked Estep 
Score: -29845344.000000 Penalty: 6107.990234
	Iteration 200F: 3 clusters Score -2.984534e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 219319 members 
Entering Unmasked Estep 
Score: -29845462.000000 Penalty: 6107.990234
	Iteration 201Q: 3 clusters Score -2.984546e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 219552 members 
Entering Unmasked Estep 
Score: -29845502.000000 Penalty: 6107.990234
	Iteration 202Q: 3 clusters Score -2.98455e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 219757 members 
Entering Unmasked Estep 
Score: -29845518.000000 Penalty: 6107.990234
	Iteration 203Q: 3 clusters Score -2.984552e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 219930 members 
Entering Unmasked Estep 
Score: -29845534.000000 Penalty: 6107.990234
	Iteration 204Q: 3 clusters Score -2.984553e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 220105 members 
Entering Unmasked Estep 
Score: -29845546.000000 Penalty: 6107.990234
	Iteration 205Q: 3 clusters Score -2.984555e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 220250 members 
Entering Unmasked Estep 
Score: -29845564.000000 Penalty: 6107.990234
	Iteration 206Q: 3 clusters Score -2.984556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 220362 members 
Entering Unmasked Estep 
Score: -29845584.000000 Penalty: 6107.990234
	Iteration 207Q: 3 clusters Score -2.984558e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 220463 members 
Entering Unmasked Estep 
Score: -29845646.000000 Penalty: 6107.990234
	Iteration 208Q: 3 clusters Score -2.984565e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 220558 members 
Entering Unmasked Estep 
Score: -29845686.000000 Penalty: 6107.990234
	Iteration 209Q: 3 clusters Score -2.984569e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 220642 members 
Entering Unmasked Estep 
Score: -29845728.000000 Penalty: 6107.990234
	Iteration 210Q: 3 clusters Score -2.984573e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 220728 members 
Entering Unmasked Estep 
Score: -29845688.000000 Penalty: 6107.990234
	Iteration 211Q: 3 clusters Score -2.984569e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 220808 members 
Entering Unmasked Estep 
Score: -29845708.000000 Penalty: 6107.990234
	Iteration 212Q: 3 clusters Score -2.984571e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -29845674.000000 Penalty: 6107.990234
	Iteration 213Q: 3 clusters Score -2.984567e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 220928 members 
Entering Unmasked Estep 
Score: -29845632.000000 Penalty: 6107.990234
	Iteration 214Q: 3 clusters Score -2.984563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 220977 members 
Entering Unmasked Estep 
Score: -29845648.000000 Penalty: 6107.990234
	Iteration 215Q: 3 clusters Score -2.984565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 221013 members 
Entering Unmasked Estep 
Score: -29845690.000000 Penalty: 6107.990234
	Iteration 216Q: 3 clusters Score -2.984569e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 221045 members 
Entering Unmasked Estep 
Score: -29845682.000000 Penalty: 6107.990234
	Iteration 217Q: 3 clusters Score -2.984568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 221066 members 
Entering Unmasked Estep 
Score: -29845644.000000 Penalty: 6107.990234
	Iteration 218Q: 3 clusters Score -2.984564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 221092 members 
Entering Unmasked Estep 
Score: -29845682.000000 Penalty: 6107.990234
	Iteration 219Q: 3 clusters Score -2.984568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 221116 members 
Entering Unmasked Estep 
Score: -29845692.000000 Penalty: 6107.990234
	Iteration 220F: 3 clusters Score -2.984569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 221144 members 
Entering Unmasked Estep 
Score: -29845698.000000 Penalty: 6107.990234
	Iteration 221Q: 3 clusters Score -2.98457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 221168 members 
Entering Unmasked Estep 
Score: -29845682.000000 Penalty: 6107.990234
	Iteration 222Q: 3 clusters Score -2.984568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 221195 members 
Entering Unmasked Estep 
Score: -29845678.000000 Penalty: 6107.990234
	Iteration 223Q: 3 clusters Score -2.984568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 221218 members 
Entering Unmasked Estep 
Score: -29845654.000000 Penalty: 6107.990234
	Iteration 224Q: 3 clusters Score -2.984565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 221238 members 
Entering Unmasked Estep 
Score: -29845668.000000 Penalty: 6107.990234
	Iteration 225Q: 3 clusters Score -2.984567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 221251 members 
Entering Unmasked Estep 
Score: -29845662.000000 Penalty: 6107.990234
	Iteration 226Q: 3 clusters Score -2.984566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 221264 members 
Entering Unmasked Estep 
Score: -29845652.000000 Penalty: 6107.990234
	Iteration 227Q: 3 clusters Score -2.984565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 221281 members 
Entering Unmasked Estep 
Score: -29845656.000000 Penalty: 6107.990234
	Iteration 228Q: 3 clusters Score -2.984566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 221303 members 
Entering Unmasked Estep 
Score: -29845648.000000 Penalty: 6107.990234
	Iteration 229Q: 3 clusters Score -2.984565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 221320 members 
Entering Unmasked Estep 
Score: -29845674.000000 Penalty: 6107.990234
	Iteration 230Q: 3 clusters Score -2.984567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 221340 members 
Entering Unmasked Estep 
Score: -29845668.000000 Penalty: 6107.990234
	Iteration 231Q: 3 clusters Score -2.984567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 221363 members 
Entering Unmasked Estep 
Score: -29845664.000000 Penalty: 6107.990234
	Iteration 232Q: 3 clusters Score -2.984566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 221386 members 
Entering Unmasked Estep 
Score: -29845662.000000 Penalty: 6107.990234
	Iteration 233Q: 3 clusters Score -2.984566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 221407 members 
Entering Unmasked Estep 
Score: -29845634.000000 Penalty: 6107.990234
	Iteration 234Q: 3 clusters Score -2.984563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 221420 members 
Entering Unmasked Estep 
Score: -29845634.000000 Penalty: 6107.990234
	Iteration 235Q: 3 clusters Score -2.984563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 221436 members 
Entering Unmasked Estep 
Score: -29845636.000000 Penalty: 6107.990234
	Iteration 236Q: 3 clusters Score -2.984564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 221446 members 
Entering Unmasked Estep 
Score: -29845640.000000 Penalty: 6107.990234
	Iteration 237Q: 3 clusters Score -2.984564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 221457 members 
Entering Unmasked Estep 
Score: -29845652.000000 Penalty: 6107.990234
	Iteration 238Q: 3 clusters Score -2.984565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 221465 members 
Entering Unmasked Estep 
Score: -29845648.000000 Penalty: 6107.990234
	Iteration 239Q: 3 clusters Score -2.984565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -29845648.000000 Penalty: 6107.990234
	Iteration 240F: 3 clusters Score -2.984565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -29845606.000000 Penalty: 6107.990234
	Iteration 241Q: 3 clusters Score -2.984561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -29845618.000000 Penalty: 6107.990234
	Iteration 242Q: 3 clusters Score -2.984562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 221484 members 
Entering Unmasked Estep 
Score: -29845632.000000 Penalty: 6107.990234
	Iteration 243Q: 3 clusters Score -2.984563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 221487 members 
Entering Unmasked Estep 
Score: -29845622.000000 Penalty: 6107.990234
	Iteration 244Q: 3 clusters Score -2.984562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 221492 members 
Entering Unmasked Estep 
Score: -29845634.000000 Penalty: 6107.990234
	Iteration 245Q: 3 clusters Score -2.984563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 221496 members 
Entering Unmasked Estep 
Score: -29845640.000000 Penalty: 6107.990234
	Iteration 246Q: 3 clusters Score -2.984564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 221498 members 
Entering Unmasked Estep 
Score: -29845622.000000 Penalty: 6107.990234
	Iteration 247Q: 3 clusters Score -2.984562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 221500 members 
Entering Unmasked Estep 
Score: -29845630.000000 Penalty: 6107.990234
	Iteration 248Q: 3 clusters Score -2.984563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 221501 members 
Entering Unmasked Estep 
Score: -29845640.000000 Penalty: 6107.990234
	Iteration 249Q: 3 clusters Score -2.984564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 221501 members 
Entering Unmasked Estep 
Score: -29845640.000000 Penalty: 6107.990234
	Iteration 250F: 3 clusters Score -2.984564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Entering Unmasked Estep 
Score: -2753244.250000 Penalty: 2460.538086
	Iteration 0F: 2 clusters Score -2753244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2739041.000000 Penalty: 4921.076172
	Iteration 0F: 3 clusters Score -2739041 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2743752.750000 Penalty: 4921.076172
	Iteration 1F: 3 clusters Score -2743753 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2744175.750000 Penalty: 4921.076172
	Iteration 2F: 3 clusters Score -2744176 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2744571.500000 Penalty: 4921.076172
	Iteration 3Q: 3 clusters Score -2744572 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2744964.750000 Penalty: 4921.076172
	Iteration 4Q: 3 clusters Score -2744965 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2745519.500000 Penalty: 4921.076172
	Iteration 5Q: 3 clusters Score -2745520 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2746250.000000 Penalty: 4921.076172
	Iteration 6F: 3 clusters Score -2746250 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2747250.250000 Penalty: 4921.076172
	Iteration 7F: 3 clusters Score -2747250 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2748441.250000 Penalty: 4921.076172
	Iteration 8F: 3 clusters Score -2748441 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2749518.500000 Penalty: 4921.076172
	Iteration 9F: 3 clusters Score -2749518 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2750262.250000 Penalty: 4921.076172
	Iteration 10Q: 3 clusters Score -2750262 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2750641.000000 Penalty: 4921.076172
	Iteration 11Q: 3 clusters Score -2750641 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2750851.250000 Penalty: 4921.076172
	Iteration 12Q: 3 clusters Score -2750851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2750952.000000 Penalty: 4921.076172
	Iteration 13Q: 3 clusters Score -2750952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2751010.500000 Penalty: 4921.076172
	Iteration 14Q: 3 clusters Score -2751010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2751051.750000 Penalty: 4921.076172
	Iteration 15Q: 3 clusters Score -2751052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2751069.250000 Penalty: 4921.076172
	Iteration 16Q: 3 clusters Score -2751069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2751085.000000 Penalty: 4921.076172
	Iteration 17Q: 3 clusters Score -2751085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2751089.500000 Penalty: 4921.076172
	Iteration 18Q: 3 clusters Score -2751090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2751107.500000 Penalty: 4921.076172
	Iteration 19Q: 3 clusters Score -2751108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2751124.000000 Penalty: 4921.076172
	Iteration 20F: 3 clusters Score -2751124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2751139.250000 Penalty: 4921.076172
	Iteration 21Q: 3 clusters Score -2751139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2751141.000000 Penalty: 4921.076172
	Iteration 22Q: 3 clusters Score -2751141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2751148.000000 Penalty: 4921.076172
	Iteration 23Q: 3 clusters Score -2751148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2751149.250000 Penalty: 4921.076172
	Iteration 24Q: 3 clusters Score -2751149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2751150.750000 Penalty: 4921.076172
	Iteration 25Q: 3 clusters Score -2751151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2751151.750000 Penalty: 4921.076172
	Iteration 26Q: 3 clusters Score -2751152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2751151.750000 Penalty: 4921.076172
	Iteration 27F: 3 clusters Score -2751152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -2763011.750000 Penalty: 2485.010498
	Iteration 0F: 2 clusters Score -2763012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2747241.000000 Penalty: 4970.020996
	Iteration 0F: 3 clusters Score -2747241 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2752717.750000 Penalty: 4970.020996
	Iteration 1F: 3 clusters Score -2752718 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2753323.750000 Penalty: 4970.020996
	Iteration 2F: 3 clusters Score -2753324 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2753898.500000 Penalty: 4970.020996
	Iteration 3F: 3 clusters Score -2753898 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2754463.500000 Penalty: 4970.020996
	Iteration 4F: 3 clusters Score -2754464 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2755037.750000 Penalty: 4970.020996
	Iteration 5Q: 3 clusters Score -2755038 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2755531.500000 Penalty: 4970.020996
	Iteration 6Q: 3 clusters Score -2755532 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2756016.250000 Penalty: 4970.020996
	Iteration 7Q: 3 clusters Score -2756016 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2756475.250000 Penalty: 4970.020996
	Iteration 8Q: 3 clusters Score -2756475 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2756872.000000 Penalty: 4970.020996
	Iteration 9Q: 3 clusters Score -2756872 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2757254.500000 Penalty: 4970.020996
	Iteration 10Q: 3 clusters Score -2757254 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2757629.500000 Penalty: 4970.020996
	Iteration 11Q: 3 clusters Score -2757630 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2757920.250000 Penalty: 4970.020996
	Iteration 12Q: 3 clusters Score -2757920 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2758203.500000 Penalty: 4970.020996
	Iteration 13Q: 3 clusters Score -2758204 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2758451.500000 Penalty: 4970.020996
	Iteration 14Q: 3 clusters Score -2758452 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2758677.000000 Penalty: 4970.020996
	Iteration 15Q: 3 clusters Score -2758677 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2758840.750000 Penalty: 4970.020996
	Iteration 16Q: 3 clusters Score -2758841 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2758968.500000 Penalty: 4970.020996
	Iteration 17Q: 3 clusters Score -2758968 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2759087.500000 Penalty: 4970.020996
	Iteration 18Q: 3 clusters Score -2759088 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2759221.250000 Penalty: 4970.020996
	Iteration 19Q: 3 clusters Score -2759221 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2759318.750000 Penalty: 4970.020996
	Iteration 20F: 3 clusters Score -2759319 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2759389.250000 Penalty: 4970.020996
	Iteration 21Q: 3 clusters Score -2759389 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2759476.750000 Penalty: 4970.020996
	Iteration 22Q: 3 clusters Score -2759477 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2759547.750000 Penalty: 4970.020996
	Iteration 23Q: 3 clusters Score -2759548 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2759616.000000 Penalty: 4970.020996
	Iteration 24Q: 3 clusters Score -2759616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2759690.750000 Penalty: 4970.020996
	Iteration 25Q: 3 clusters Score -2759691 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2759775.250000 Penalty: 4970.020996
	Iteration 26Q: 3 clusters Score -2759775 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2759858.750000 Penalty: 4970.020996
	Iteration 27Q: 3 clusters Score -2759859 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2759937.000000 Penalty: 4970.020996
	Iteration 28Q: 3 clusters Score -2759937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2760016.500000 Penalty: 4970.020996
	Iteration 29Q: 3 clusters Score -2760016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2760098.250000 Penalty: 4970.020996
	Iteration 30Q: 3 clusters Score -2760098 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2760176.000000 Penalty: 4970.020996
	Iteration 31Q: 3 clusters Score -2760176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2760238.000000 Penalty: 4970.020996
	Iteration 32Q: 3 clusters Score -2760238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2760317.500000 Penalty: 4970.020996
	Iteration 33Q: 3 clusters Score -2760318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2760381.500000 Penalty: 4970.020996
	Iteration 34Q: 3 clusters Score -2760382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2760447.750000 Penalty: 4970.020996
	Iteration 35Q: 3 clusters Score -2760448 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2760533.750000 Penalty: 4970.020996
	Iteration 36Q: 3 clusters Score -2760534 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2760597.250000 Penalty: 4970.020996
	Iteration 37Q: 3 clusters Score -2760597 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2760656.250000 Penalty: 4970.020996
	Iteration 38Q: 3 clusters Score -2760656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2760694.250000 Penalty: 4970.020996
	Iteration 39Q: 3 clusters Score -2760694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2760732.000000 Penalty: 4970.020996
	Iteration 40F: 3 clusters Score -2760732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2760772.250000 Penalty: 4970.020996
	Iteration 41Q: 3 clusters Score -2760772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2760815.500000 Penalty: 4970.020996
	Iteration 42Q: 3 clusters Score -2760816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2760845.000000 Penalty: 4970.020996
	Iteration 43Q: 3 clusters Score -2760845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2760888.250000 Penalty: 4970.020996
	Iteration 44Q: 3 clusters Score -2760888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2760908.500000 Penalty: 4970.020996
	Iteration 45Q: 3 clusters Score -2760908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2760939.250000 Penalty: 4970.020996
	Iteration 46Q: 3 clusters Score -2760939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2760961.000000 Penalty: 4970.020996
	Iteration 47Q: 3 clusters Score -2760961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2760976.500000 Penalty: 4970.020996
	Iteration 48Q: 3 clusters Score -2760976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2760988.250000 Penalty: 4970.020996
	Iteration 49Q: 3 clusters Score -2760988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2761014.000000 Penalty: 4970.020996
	Iteration 50Q: 3 clusters Score -2761014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2761026.500000 Penalty: 4970.020996
	Iteration 51Q: 3 clusters Score -2761026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2761036.000000 Penalty: 4970.020996
	Iteration 52Q: 3 clusters Score -2761036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2761035.000000 Penalty: 4970.020996
	Iteration 53Q: 3 clusters Score -2761035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2761047.500000 Penalty: 4970.020996
	Iteration 54Q: 3 clusters Score -2761048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2761060.000000 Penalty: 4970.020996
	Iteration 55Q: 3 clusters Score -2761060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2761059.000000 Penalty: 4970.020996
	Iteration 56Q: 3 clusters Score -2761059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2761064.500000 Penalty: 4970.020996
	Iteration 57Q: 3 clusters Score -2761064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2761068.500000 Penalty: 4970.020996
	Iteration 58Q: 3 clusters Score -2761068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2761070.000000 Penalty: 4970.020996
	Iteration 59Q: 3 clusters Score -2761070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2761070.750000 Penalty: 4970.020996
	Iteration 60F: 3 clusters Score -2761071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2761075.750000 Penalty: 4970.020996
	Iteration 61Q: 3 clusters Score -2761076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2761074.000000 Penalty: 4970.020996
	Iteration 62Q: 3 clusters Score -2761074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2761073.750000 Penalty: 4970.020996
	Iteration 63Q: 3 clusters Score -2761074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2761072.750000 Penalty: 4970.020996
	Iteration 64Q: 3 clusters Score -2761073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2761071.000000 Penalty: 4970.020996
	Iteration 65Q: 3 clusters Score -2761071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2761072.000000 Penalty: 4970.020996
	Iteration 66Q: 3 clusters Score -2761072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2761072.000000 Penalty: 4970.020996
	Iteration 67F: 3 clusters Score -2761072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -533564.375000 Penalty: 2092.070068
	Iteration 0F: 2 clusters Score -533564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -529333.125000 Penalty: 4184.140137
	Iteration 0F: 3 clusters Score -529333.1 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -530374.500000 Penalty: 4184.140137
	Iteration 1F: 3 clusters Score -530374.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -530651.875000 Penalty: 4184.140137
	Iteration 2F: 3 clusters Score -530651.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -530874.812500 Penalty: 4184.140137
	Iteration 3F: 3 clusters Score -530874.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -531061.375000 Penalty: 4184.140137
	Iteration 4F: 3 clusters Score -531061.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531212.000000 Penalty: 4184.140137
	Iteration 5Q: 3 clusters Score -531212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -531346.687500 Penalty: 4184.140137
	Iteration 6Q: 3 clusters Score -531346.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -531469.062500 Penalty: 4184.140137
	Iteration 7Q: 3 clusters Score -531469.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -531578.937500 Penalty: 4184.140137
	Iteration 8Q: 3 clusters Score -531578.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -531679.437500 Penalty: 4184.140137
	Iteration 9Q: 3 clusters Score -531679.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -531758.000000 Penalty: 4184.140137
	Iteration 10Q: 3 clusters Score -531758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -531819.187500 Penalty: 4184.140137
	Iteration 11Q: 3 clusters Score -531819.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -531871.187500 Penalty: 4184.140137
	Iteration 12Q: 3 clusters Score -531871.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -531909.812500 Penalty: 4184.140137
	Iteration 13Q: 3 clusters Score -531909.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -531934.375000 Penalty: 4184.140137
	Iteration 14Q: 3 clusters Score -531934.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -531953.500000 Penalty: 4184.140137
	Iteration 15Q: 3 clusters Score -531953.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -531970.250000 Penalty: 4184.140137
	Iteration 16Q: 3 clusters Score -531970.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -531983.812500 Penalty: 4184.140137
	Iteration 17Q: 3 clusters Score -531983.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -531996.437500 Penalty: 4184.140137
	Iteration 18Q: 3 clusters Score -531996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -532007.875000 Penalty: 4184.140137
	Iteration 19Q: 3 clusters Score -532007.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -532016.750000 Penalty: 4184.140137
	Iteration 20F: 3 clusters Score -532016.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -532022.187500 Penalty: 4184.140137
	Iteration 21Q: 3 clusters Score -532022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -532027.500000 Penalty: 4184.140137
	Iteration 22Q: 3 clusters Score -532027.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -532032.812500 Penalty: 4184.140137
	Iteration 23Q: 3 clusters Score -532032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -532035.250000 Penalty: 4184.140137
	Iteration 24Q: 3 clusters Score -532035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -532038.312500 Penalty: 4184.140137
	Iteration 25Q: 3 clusters Score -532038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -532041.812500 Penalty: 4184.140137
	Iteration 26Q: 3 clusters Score -532041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -532042.937500 Penalty: 4184.140137
	Iteration 27Q: 3 clusters Score -532042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -532043.687500 Penalty: 4184.140137
	Iteration 28Q: 3 clusters Score -532043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -532043.687500 Penalty: 4184.140137
	Iteration 29Q: 3 clusters Score -532043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -532044.062500 Penalty: 4184.140137
	Iteration 30Q: 3 clusters Score -532044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -532044.062500 Penalty: 4184.140137
	Iteration 31F: 3 clusters Score -532044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -1849027.875000 Penalty: 2371.389160
	Iteration 0F: 2 clusters Score -1849028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1838640.500000 Penalty: 4742.778320
	Iteration 0F: 3 clusters Score -1838640 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1842150.625000 Penalty: 4742.778320
	Iteration 1F: 3 clusters Score -1842151 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1842784.750000 Penalty: 4742.778320
	Iteration 2F: 3 clusters Score -1842785 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1843173.625000 Penalty: 4742.778320
	Iteration 3F: 3 clusters Score -1843174 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1843427.875000 Penalty: 4742.778320
	Iteration 4Q: 3 clusters Score -1843428 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1843638.375000 Penalty: 4742.778320
	Iteration 5Q: 3 clusters Score -1843638 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1843841.125000 Penalty: 4742.778320
	Iteration 6Q: 3 clusters Score -1843841 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1844062.750000 Penalty: 4742.778320
	Iteration 7Q: 3 clusters Score -1844063 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1844353.625000 Penalty: 4742.778320
	Iteration 8Q: 3 clusters Score -1844354 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1844728.250000 Penalty: 4742.778320
	Iteration 9Q: 3 clusters Score -1844728 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1845189.000000 Penalty: 4742.778320
	Iteration 10F: 3 clusters Score -1845189 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1845684.125000 Penalty: 4742.778320
	Iteration 11F: 3 clusters Score -1845684 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1846182.000000 Penalty: 4742.778320
	Iteration 12F: 3 clusters Score -1846182 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1846640.125000 Penalty: 4742.778320
	Iteration 13Q: 3 clusters Score -1846640 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1847033.250000 Penalty: 4742.778320
	Iteration 14Q: 3 clusters Score -1847033 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1847281.375000 Penalty: 4742.778320
	Iteration 15Q: 3 clusters Score -1847281 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1847462.250000 Penalty: 4742.778320
	Iteration 16Q: 3 clusters Score -1847462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1847583.875000 Penalty: 4742.778320
	Iteration 17Q: 3 clusters Score -1847584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1847686.000000 Penalty: 4742.778320
	Iteration 18Q: 3 clusters Score -1847686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1847771.375000 Penalty: 4742.778320
	Iteration 19Q: 3 clusters Score -1847771 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1847835.250000 Penalty: 4742.778320
	Iteration 20F: 3 clusters Score -1847835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1847869.000000 Penalty: 4742.778320
	Iteration 21Q: 3 clusters Score -1847869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1847923.625000 Penalty: 4742.778320
	Iteration 22Q: 3 clusters Score -1847924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1847974.375000 Penalty: 4742.778320
	Iteration 23Q: 3 clusters Score -1847974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1848031.875000 Penalty: 4742.778320
	Iteration 24Q: 3 clusters Score -1848032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1848079.250000 Penalty: 4742.778320
	Iteration 25Q: 3 clusters Score -1848079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1848105.375000 Penalty: 4742.778320
	Iteration 26Q: 3 clusters Score -1848105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1848124.000000 Penalty: 4742.778320
	Iteration 27Q: 3 clusters Score -1848124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1848137.750000 Penalty: 4742.778320
	Iteration 28Q: 3 clusters Score -1848138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1848150.125000 Penalty: 4742.778320
	Iteration 29Q: 3 clusters Score -1848150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1848153.000000 Penalty: 4742.778320
	Iteration 30Q: 3 clusters Score -1848153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1848162.750000 Penalty: 4742.778320
	Iteration 31Q: 3 clusters Score -1848163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1848176.250000 Penalty: 4742.778320
	Iteration 32Q: 3 clusters Score -1848176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1848202.625000 Penalty: 4742.778320
	Iteration 33Q: 3 clusters Score -1848203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1848231.000000 Penalty: 4742.778320
	Iteration 34Q: 3 clusters Score -1848231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1848259.125000 Penalty: 4742.778320
	Iteration 35Q: 3 clusters Score -1848259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1848283.625000 Penalty: 4742.778320
	Iteration 36Q: 3 clusters Score -1848284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1848303.625000 Penalty: 4742.778320
	Iteration 37Q: 3 clusters Score -1848304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1848314.750000 Penalty: 4742.778320
	Iteration 38Q: 3 clusters Score -1848315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1848325.125000 Penalty: 4742.778320
	Iteration 39Q: 3 clusters Score -1848325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1848339.125000 Penalty: 4742.778320
	Iteration 40F: 3 clusters Score -1848339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1848341.500000 Penalty: 4742.778320
	Iteration 41Q: 3 clusters Score -1848342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1848346.125000 Penalty: 4742.778320
	Iteration 42Q: 3 clusters Score -1848346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1848343.625000 Penalty: 4742.778320
	Iteration 43Q: 3 clusters Score -1848344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1848348.000000 Penalty: 4742.778320
	Iteration 44Q: 3 clusters Score -1848348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1848348.000000 Penalty: 4742.778320
	Iteration 45F: 3 clusters Score -1848348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Entering Unmasked Estep 
Score: -6498982.500000 Penalty: 2678.026367
	Iteration 0F: 2 clusters Score -6498982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6465958.000000 Penalty: 5356.052734
	Iteration 0F: 3 clusters Score -6465958 nChanged 22655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6478634.000000 Penalty: 5356.052734
	Iteration 1F: 3 clusters Score -6478634 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -6479456.500000 Penalty: 5356.052734
	Iteration 2Q: 3 clusters Score -6479456 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -6480398.500000 Penalty: 5356.052734
	Iteration 3Q: 3 clusters Score -6480398 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6481459.500000 Penalty: 5356.052734
	Iteration 4Q: 3 clusters Score -6481460 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -6482834.000000 Penalty: 5356.052734
	Iteration 5F: 3 clusters Score -6482834 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -6484531.500000 Penalty: 5356.052734
	Iteration 6F: 3 clusters Score -6484532 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -6486505.500000 Penalty: 5356.052734
	Iteration 7F: 3 clusters Score -6486506 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6488662.000000 Penalty: 5356.052734
	Iteration 8F: 3 clusters Score -6488662 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6490782.000000 Penalty: 5356.052734
	Iteration 9F: 3 clusters Score -6490782 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6492670.000000 Penalty: 5356.052734
	Iteration 10Q: 3 clusters Score -6492670 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -6494101.000000 Penalty: 5356.052734
	Iteration 11Q: 3 clusters Score -6494101 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -6495144.500000 Penalty: 5356.052734
	Iteration 12Q: 3 clusters Score -6495144 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6495864.000000 Penalty: 5356.052734
	Iteration 13Q: 3 clusters Score -6495864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6496420.500000 Penalty: 5356.052734
	Iteration 14Q: 3 clusters Score -6496420 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6496854.500000 Penalty: 5356.052734
	Iteration 15Q: 3 clusters Score -6496854 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6497237.500000 Penalty: 5356.052734
	Iteration 16Q: 3 clusters Score -6497238 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6497505.000000 Penalty: 5356.052734
	Iteration 17Q: 3 clusters Score -6497505 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6497653.000000 Penalty: 5356.052734
	Iteration 18Q: 3 clusters Score -6497653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6497772.500000 Penalty: 5356.052734
	Iteration 19Q: 3 clusters Score -6497772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6497858.000000 Penalty: 5356.052734
	Iteration 20F: 3 clusters Score -6497858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6497903.000000 Penalty: 5356.052734
	Iteration 21Q: 3 clusters Score -6497903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6497937.000000 Penalty: 5356.052734
	Iteration 22Q: 3 clusters Score -6497937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6497960.000000 Penalty: 5356.052734
	Iteration 23Q: 3 clusters Score -6497960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6497966.500000 Penalty: 5356.052734
	Iteration 24Q: 3 clusters Score -6497966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6497980.000000 Penalty: 5356.052734
	Iteration 25Q: 3 clusters Score -6497980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6497981.000000 Penalty: 5356.052734
	Iteration 26Q: 3 clusters Score -6497981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6497987.500000 Penalty: 5356.052734
	Iteration 27Q: 3 clusters Score -6497988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6497988.000000 Penalty: 5356.052734
	Iteration 28Q: 3 clusters Score -6497988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6497990.500000 Penalty: 5356.052734
	Iteration 29Q: 3 clusters Score -6497990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6497988.500000 Penalty: 5356.052734
	Iteration 30Q: 3 clusters Score -6497988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6497991.000000 Penalty: 5356.052734
	Iteration 31Q: 3 clusters Score -6497991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6497994.500000 Penalty: 5356.052734
	Iteration 32Q: 3 clusters Score -6497994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6497998.500000 Penalty: 5356.052734
	Iteration 33Q: 3 clusters Score -6497998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6498003.500000 Penalty: 5356.052734
	Iteration 34Q: 3 clusters Score -6498004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6497997.500000 Penalty: 5356.052734
	Iteration 35Q: 3 clusters Score -6497998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6497997.000000 Penalty: 5356.052734
	Iteration 36Q: 3 clusters Score -6497997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6497997.500000 Penalty: 5356.052734
	Iteration 37Q: 3 clusters Score -6497998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6498001.000000 Penalty: 5356.052734
	Iteration 38Q: 3 clusters Score -6498001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6498001.000000 Penalty: 5356.052734
	Iteration 39F: 3 clusters Score -6498001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Entering Unmasked Estep 
Score: -19351232.000000 Penalty: 2948.622314
	Iteration 0F: 2 clusters Score -1.935123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -19256118.000000 Penalty: 5897.244629
	Iteration 0F: 3 clusters Score -1.925612e+07 nChanged 69733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -19296348.000000 Penalty: 5897.244629
	Iteration 1F: 3 clusters Score -1.929635e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -19297804.000000 Penalty: 5897.244629
	Iteration 2Q: 3 clusters Score -1.92978e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -19300030.000000 Penalty: 5897.244629
	Iteration 3Q: 3 clusters Score -1.930003e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -19303726.000000 Penalty: 5897.244629
	Iteration 4F: 3 clusters Score -1.930373e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -19310384.000000 Penalty: 5897.244629
	Iteration 5F: 3 clusters Score -1.931038e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -19320902.000000 Penalty: 5897.244629
	Iteration 6F: 3 clusters Score -1.93209e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -19333200.000000 Penalty: 5897.244629
	Iteration 7F: 3 clusters Score -1.93332e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -19342154.000000 Penalty: 5897.244629
	Iteration 8F: 3 clusters Score -1.934215e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19346470.000000 Penalty: 5897.244629
	Iteration 9Q: 3 clusters Score -1.934647e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19347884.000000 Penalty: 5897.244629
	Iteration 10Q: 3 clusters Score -1.934788e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19348318.000000 Penalty: 5897.244629
	Iteration 11Q: 3 clusters Score -1.934832e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19348504.000000 Penalty: 5897.244629
	Iteration 12Q: 3 clusters Score -1.93485e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145278 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19348562.000000 Penalty: 5897.244629
	Iteration 13Q: 3 clusters Score -1.934856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145305 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19348594.000000 Penalty: 5897.244629
	Iteration 14Q: 3 clusters Score -1.934859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19348620.000000 Penalty: 5897.244629
	Iteration 15Q: 3 clusters Score -1.934862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19348662.000000 Penalty: 5897.244629
	Iteration 16Q: 3 clusters Score -1.934866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19348680.000000 Penalty: 5897.244629
	Iteration 17Q: 3 clusters Score -1.934868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -19348686.000000 Penalty: 5897.244629
	Iteration 18Q: 3 clusters Score -1.934869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19348680.000000 Penalty: 5897.244629
	Iteration 19Q: 3 clusters Score -1.934868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19348706.000000 Penalty: 5897.244629
	Iteration 20F: 3 clusters Score -1.934871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19348714.000000 Penalty: 5897.244629
	Iteration 21Q: 3 clusters Score -1.934871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19348734.000000 Penalty: 5897.244629
	Iteration 22Q: 3 clusters Score -1.934873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19348724.000000 Penalty: 5897.244629
	Iteration 23Q: 3 clusters Score -1.934872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19348740.000000 Penalty: 5897.244629
	Iteration 24Q: 3 clusters Score -1.934874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19348738.000000 Penalty: 5897.244629
	Iteration 25Q: 3 clusters Score -1.934874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19348744.000000 Penalty: 5897.244629
	Iteration 26Q: 3 clusters Score -1.934874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19348752.000000 Penalty: 5897.244629
	Iteration 27Q: 3 clusters Score -1.934875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19348750.000000 Penalty: 5897.244629
	Iteration 28Q: 3 clusters Score -1.934875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19348748.000000 Penalty: 5897.244629
	Iteration 29Q: 3 clusters Score -1.934875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19348750.000000 Penalty: 5897.244629
	Iteration 30Q: 3 clusters Score -1.934875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19348750.000000 Penalty: 5897.244629
	Iteration 31Q: 3 clusters Score -1.934875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19348752.000000 Penalty: 5897.244629
	Iteration 32Q: 3 clusters Score -1.934875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19348744.000000 Penalty: 5897.244629
	Iteration 33Q: 3 clusters Score -1.934874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19348744.000000 Penalty: 5897.244629
	Iteration 34F: 3 clusters Score -1.934874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -134692.578125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -134692.6 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 518 members 
Entering Unmasked Estep 
Score: -132767.046875 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -132767 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133182.421875 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -133182.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133429.125000 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -133429.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133536.140625 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -133536.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -133588.781250 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -133588.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133627.109375 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -133627.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133647.937500 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -133647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133657.937500 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -133657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133665.078125 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -133665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133677.296875 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -133677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133688.500000 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -133688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133706.375000 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -133706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133727.671875 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -133727.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133761.953125 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -133762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133777.875000 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -133777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133784.328125 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -133784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133789.875000 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -133789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133791.765625 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -133791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133792.890625 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -133792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133793.765625 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -133793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133793.765625 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -133793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Entering Unmasked Estep 
Score: -9516774.000000 Penalty: 2772.773682
	Iteration 0F: 2 clusters Score -9516774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -9468512.000000 Penalty: 5545.547363
	Iteration 0F: 3 clusters Score -9468512 nChanged 33607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -9487687.000000 Penalty: 5545.547363
	Iteration 1F: 3 clusters Score -9487687 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -9488453.000000 Penalty: 5545.547363
	Iteration 2Q: 3 clusters Score -9488453 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -9489269.000000 Penalty: 5545.547363
	Iteration 3Q: 3 clusters Score -9489269 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -9490125.000000 Penalty: 5545.547363
	Iteration 4Q: 3 clusters Score -9490125 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -9491134.000000 Penalty: 5545.547363
	Iteration 5Q: 3 clusters Score -9491134 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -9492700.000000 Penalty: 5545.547363
	Iteration 6Q: 3 clusters Score -9492700 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -9494357.000000 Penalty: 5545.547363
	Iteration 7Q: 3 clusters Score -9494357 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9507392 nChanged 2232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9511656 nChanged 1082
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Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9512437 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9512720 nChanged 225
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Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9512748 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9512763 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9512743 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9512743 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9512763 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9512783 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9512796 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9512809 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60079 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9512818 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9512816 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9512829 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9512842 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9512850 nChanged 70
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Mstep: Class 1 contains 60419 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9512879 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60499 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9512902 nChanged 104
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Mstep: Class 1 contains 60599 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9512907 nChanged 101
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Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9512908 nChanged 94
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Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9512920 nChanged 94
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Mstep: Class 1 contains 60868 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9512953 nChanged 81
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Mstep: Class 1 contains 60943 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61085 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9512952 nChanged 87
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Mstep: Class 1 contains 61170 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61250 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61359 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61471 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9513014 nChanged 118
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Mstep: Class 1 contains 61585 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9512981 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61700 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9513019 nChanged 120
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Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9513019 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61947 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9513035 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62077 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62210 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9513098 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9513132 nChanged 104
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Mstep: Class 1 contains 62424 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9513139 nChanged 116
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Mstep: Class 1 contains 62540 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9513150 nChanged 119
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9513158 nChanged 90
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62934 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9513188 nChanged 90
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Mstep: Class 1 contains 63022 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9513190 nChanged 89
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Mstep: Class 1 contains 63111 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9513203 nChanged 80
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9513197 nChanged 89
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9513213 nChanged 97
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Mstep: Class 1 contains 63369 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9513221 nChanged 122
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Mstep: Class 1 contains 63481 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9513235 nChanged 127
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Mstep: Class 1 contains 63606 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9513261 nChanged 123
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63869 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9513294 nChanged 160
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Mstep: Class 1 contains 64027 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9513312 nChanged 162
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Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9513344 nChanged 155
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Mstep: Class 1 contains 64338 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64493 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9513368 nChanged 153
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Mstep: Class 1 contains 64646 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64821 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9513433 nChanged 180
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Mstep: Class 1 contains 64997 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9513485 nChanged 155
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65632 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9513581 nChanged 179
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Mstep: Class 1 contains 65805 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9513623 nChanged 191
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Mstep: Class 1 contains 65994 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9513658 nChanged 204
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Mstep: Class 1 contains 66190 members 
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	Iteration 83Q: 3 clusters Score -9513745 nChanged 196
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Mstep: Class 1 contains 66384 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9513778 nChanged 201
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Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9513840 nChanged 189
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Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9513907 nChanged 189
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	Iteration 87Q: 3 clusters Score -9513925 nChanged 178
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9513992 nChanged 181
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Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9514008 nChanged 179
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Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9514058 nChanged 175
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Mstep: Class 1 contains 67847 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68008 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9514135 nChanged 164
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Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9514170 nChanged 159
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Mstep: Class 1 contains 68323 members 
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	Iteration 95Q: 3 clusters Score -9514218 nChanged 160
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Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9514266 nChanged 145
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Mstep: Class 1 contains 68624 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9514324 nChanged 120
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9514398 nChanged 96
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Mstep: Class 1 contains 68838 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9514404 nChanged 68
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Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9514401 nChanged 76
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Mstep: Class 1 contains 68976 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9514413 nChanged 80
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Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9514456.000000 Penalty: 5545.547363
	Iteration 102Q: 3 clusters Score -9514456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -9514458.000000 Penalty: 5545.547363
	Iteration 103Q: 3 clusters Score -9514458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9514460.000000 Penalty: 5545.547363
	Iteration 104Q: 3 clusters Score -9514460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9514474.000000 Penalty: 5545.547363
	Iteration 105Q: 3 clusters Score -9514474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9514489.000000 Penalty: 5545.547363
	Iteration 106Q: 3 clusters Score -9514489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9514511.000000 Penalty: 5545.547363
	Iteration 107Q: 3 clusters Score -9514511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9514510.000000 Penalty: 5545.547363
	Iteration 108Q: 3 clusters Score -9514510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9514518.000000 Penalty: 5545.547363
	Iteration 109Q: 3 clusters Score -9514518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9514533.000000 Penalty: 5545.547363
	Iteration 110Q: 3 clusters Score -9514533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9514563.000000 Penalty: 5545.547363
	Iteration 111Q: 3 clusters Score -9514563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9514564.000000 Penalty: 5545.547363
	Iteration 112Q: 3 clusters Score -9514564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -9514564.000000 Penalty: 5545.547363
	Iteration 113Q: 3 clusters Score -9514564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9514560.000000 Penalty: 5545.547363
	Iteration 114Q: 3 clusters Score -9514560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9514563.000000 Penalty: 5545.547363
	Iteration 115Q: 3 clusters Score -9514563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9514574.000000 Penalty: 5545.547363
	Iteration 116Q: 3 clusters Score -9514574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9514567.000000 Penalty: 5545.547363
	Iteration 117Q: 3 clusters Score -9514567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9514565.000000 Penalty: 5545.547363
	Iteration 118Q: 3 clusters Score -9514565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9514557.000000 Penalty: 5545.547363
	Iteration 119Q: 3 clusters Score -9514557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9514562.000000 Penalty: 5545.547363
	Iteration 120F: 3 clusters Score -9514562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9514564.000000 Penalty: 5545.547363
	Iteration 121Q: 3 clusters Score -9514564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9514566.000000 Penalty: 5545.547363
	Iteration 122Q: 3 clusters Score -9514566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9514562.000000 Penalty: 5545.547363
	Iteration 123Q: 3 clusters Score -9514562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9514559.000000 Penalty: 5545.547363
	Iteration 124Q: 3 clusters Score -9514559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9514571.000000 Penalty: 5545.547363
	Iteration 125Q: 3 clusters Score -9514571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9514574.000000 Penalty: 5545.547363
	Iteration 126Q: 3 clusters Score -9514574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9514570.000000 Penalty: 5545.547363
	Iteration 127Q: 3 clusters Score -9514570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9514579.000000 Penalty: 5545.547363
	Iteration 128Q: 3 clusters Score -9514579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9514576.000000 Penalty: 5545.547363
	Iteration 129Q: 3 clusters Score -9514576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9514568.000000 Penalty: 5545.547363
	Iteration 130Q: 3 clusters Score -9514568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9514566.000000 Penalty: 5545.547363
	Iteration 131Q: 3 clusters Score -9514566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9514577.000000 Penalty: 5545.547363
	Iteration 132Q: 3 clusters Score -9514577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9514581.000000 Penalty: 5545.547363
	Iteration 133Q: 3 clusters Score -9514581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9514579.000000 Penalty: 5545.547363
	Iteration 134Q: 3 clusters Score -9514579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9514584.000000 Penalty: 5545.547363
	Iteration 135Q: 3 clusters Score -9514584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9514597.000000 Penalty: 5545.547363
	Iteration 136Q: 3 clusters Score -9514597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9514595.000000 Penalty: 5545.547363
	Iteration 137Q: 3 clusters Score -9514595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9514601.000000 Penalty: 5545.547363
	Iteration 138Q: 3 clusters Score -9514601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9514597.000000 Penalty: 5545.547363
	Iteration 139Q: 3 clusters Score -9514597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9514613.000000 Penalty: 5545.547363
	Iteration 140F: 3 clusters Score -9514613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9514611.000000 Penalty: 5545.547363
	Iteration 141Q: 3 clusters Score -9514611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9514612.000000 Penalty: 5545.547363
	Iteration 142Q: 3 clusters Score -9514612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9514613.000000 Penalty: 5545.547363
	Iteration 143Q: 3 clusters Score -9514613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9514631.000000 Penalty: 5545.547363
	Iteration 144Q: 3 clusters Score -9514631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9514631.000000 Penalty: 5545.547363
	Iteration 145Q: 3 clusters Score -9514631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9514636.000000 Penalty: 5545.547363
	Iteration 146Q: 3 clusters Score -9514636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9514645.000000 Penalty: 5545.547363
	Iteration 147Q: 3 clusters Score -9514645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9514646.000000 Penalty: 5545.547363
	Iteration 148Q: 3 clusters Score -9514646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9514643.000000 Penalty: 5545.547363
	Iteration 149Q: 3 clusters Score -9514643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9514648.000000 Penalty: 5545.547363
	Iteration 150Q: 3 clusters Score -9514648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9514647.000000 Penalty: 5545.547363
	Iteration 151Q: 3 clusters Score -9514647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9514642.000000 Penalty: 5545.547363
	Iteration 152Q: 3 clusters Score -9514642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9514646.000000 Penalty: 5545.547363
	Iteration 153Q: 3 clusters Score -9514646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9514646.000000 Penalty: 5545.547363
	Iteration 154Q: 3 clusters Score -9514646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9514650.000000 Penalty: 5545.547363
	Iteration 155Q: 3 clusters Score -9514650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9514641.000000 Penalty: 5545.547363
	Iteration 156Q: 3 clusters Score -9514641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9514638.000000 Penalty: 5545.547363
	Iteration 157Q: 3 clusters Score -9514638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9514642.000000 Penalty: 5545.547363
	Iteration 158Q: 3 clusters Score -9514642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9514643.000000 Penalty: 5545.547363
	Iteration 159Q: 3 clusters Score -9514643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9514651.000000 Penalty: 5545.547363
	Iteration 160F: 3 clusters Score -9514651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9514659.000000 Penalty: 5545.547363
	Iteration 161Q: 3 clusters Score -9514659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9514650.000000 Penalty: 5545.547363
	Iteration 162Q: 3 clusters Score -9514650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9514648.000000 Penalty: 5545.547363
	Iteration 163Q: 3 clusters Score -9514648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9514654.000000 Penalty: 5545.547363
	Iteration 164Q: 3 clusters Score -9514654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9514671.000000 Penalty: 5545.547363
	Iteration 165Q: 3 clusters Score -9514671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9514674.000000 Penalty: 5545.547363
	Iteration 166Q: 3 clusters Score -9514674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9514661.000000 Penalty: 5545.547363
	Iteration 167Q: 3 clusters Score -9514661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9514667.000000 Penalty: 5545.547363
	Iteration 168Q: 3 clusters Score -9514667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9514678.000000 Penalty: 5545.547363
	Iteration 169Q: 3 clusters Score -9514678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9514696.000000 Penalty: 5545.547363
	Iteration 170Q: 3 clusters Score -9514696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9514695.000000 Penalty: 5545.547363
	Iteration 171Q: 3 clusters Score -9514695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9514688.000000 Penalty: 5545.547363
	Iteration 172Q: 3 clusters Score -9514688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9514694.000000 Penalty: 5545.547363
	Iteration 173Q: 3 clusters Score -9514694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9514694.000000 Penalty: 5545.547363
	Iteration 174Q: 3 clusters Score -9514694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9514700.000000 Penalty: 5545.547363
	Iteration 175Q: 3 clusters Score -9514700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9514703.000000 Penalty: 5545.547363
	Iteration 176Q: 3 clusters Score -9514703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9514711.000000 Penalty: 5545.547363
	Iteration 177Q: 3 clusters Score -9514711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9514714.000000 Penalty: 5545.547363
	Iteration 178Q: 3 clusters Score -9514714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9514706.000000 Penalty: 5545.547363
	Iteration 179Q: 3 clusters Score -9514706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9514709.000000 Penalty: 5545.547363
	Iteration 180F: 3 clusters Score -9514709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9514712.000000 Penalty: 5545.547363
	Iteration 181Q: 3 clusters Score -9514712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9514708.000000 Penalty: 5545.547363
	Iteration 182Q: 3 clusters Score -9514708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9514708.000000 Penalty: 5545.547363
	Iteration 183F: 3 clusters Score -9514708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -633502.250000 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -633502.2 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 2415 members 
Entering Unmasked Estep 
Score: -629074.125000 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -629074.1 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -630112.250000 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -630112.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -630391.875000 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -630391.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -630600.562500 Penalty: 4209.522461
	Iteration 3F: 3 clusters Score -630600.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -630796.750000 Penalty: 4209.522461
	Iteration 4F: 3 clusters Score -630796.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -630972.062500 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -630972.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -631144.687500 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -631144.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -631294.312500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -631294.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -631416.937500 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -631416.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -631497.937500 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -631497.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -631566.062500 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -631566.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -631611.000000 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -631611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -631643.687500 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -631643.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -631668.375000 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -631668.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -631682.500000 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -631682.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -631693.625000 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -631693.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -631702.937500 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -631702.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -631705.750000 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -631705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -631709.187500 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -631709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -631714.250000 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -631714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -631720.187500 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -631720.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -631726.812500 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -631726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -631731.812500 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -631731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -631737.187500 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -631737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -631741.937500 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -631741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -631744.562500 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -631744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -631748.375000 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -631748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -631752.250000 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -631752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -631755.125000 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -631755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -631758.875000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -631758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -631758.875000 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -631758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -631760.250000 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -631760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -631763.437500 Penalty: 4209.522461
	Iteration 32Q: 3 clusters Score -631763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -631764.000000 Penalty: 4209.522461
	Iteration 33Q: 3 clusters Score -631764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -631766.625000 Penalty: 4209.522461
	Iteration 34Q: 3 clusters Score -631766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -631767.750000 Penalty: 4209.522461
	Iteration 35Q: 3 clusters Score -631767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -631768.062500 Penalty: 4209.522461
	Iteration 36Q: 3 clusters Score -631768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -631768.562500 Penalty: 4209.522461
	Iteration 37Q: 3 clusters Score -631768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -631768.562500 Penalty: 4209.522461
	Iteration 38F: 3 clusters Score -631768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -437651.250000 Penalty: 2021.745117
	Iteration 0F: 2 clusters Score -437651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -434136.187500 Penalty: 4043.490234
	Iteration 0F: 3 clusters Score -434136.2 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -434935.875000 Penalty: 4043.490234
	Iteration 1F: 3 clusters Score -434935.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -435174.218750 Penalty: 4043.490234
	Iteration 2F: 3 clusters Score -435174.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -435345.656250 Penalty: 4043.490234
	Iteration 3F: 3 clusters Score -435345.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -435461.937500 Penalty: 4043.490234
	Iteration 4Q: 3 clusters Score -435461.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -435557.718750 Penalty: 4043.490234
	Iteration 5Q: 3 clusters Score -435557.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -435628.093750 Penalty: 4043.490234
	Iteration 6Q: 3 clusters Score -435628.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -435685.562500 Penalty: 4043.490234
	Iteration 7Q: 3 clusters Score -435685.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -435728.125000 Penalty: 4043.490234
	Iteration 8Q: 3 clusters Score -435728.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -435765.187500 Penalty: 4043.490234
	Iteration 9Q: 3 clusters Score -435765.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -435795.781250 Penalty: 4043.490234
	Iteration 10Q: 3 clusters Score -435795.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -435826.812500 Penalty: 4043.490234
	Iteration 11Q: 3 clusters Score -435826.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -435849.531250 Penalty: 4043.490234
	Iteration 12Q: 3 clusters Score -435849.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -435874.062500 Penalty: 4043.490234
	Iteration 13Q: 3 clusters Score -435874.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435897.093750 Penalty: 4043.490234
	Iteration 14Q: 3 clusters Score -435897.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -435919.250000 Penalty: 4043.490234
	Iteration 15Q: 3 clusters Score -435919.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -435943.687500 Penalty: 4043.490234
	Iteration 16Q: 3 clusters Score -435943.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -435964.687500 Penalty: 4043.490234
	Iteration 17Q: 3 clusters Score -435964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -435976.437500 Penalty: 4043.490234
	Iteration 18Q: 3 clusters Score -435976.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -435986.718750 Penalty: 4043.490234
	Iteration 19Q: 3 clusters Score -435986.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -435995.031250 Penalty: 4043.490234
	Iteration 20F: 3 clusters Score -435995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -435999.875000 Penalty: 4043.490234
	Iteration 21Q: 3 clusters Score -435999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -436005.000000 Penalty: 4043.490234
	Iteration 22Q: 3 clusters Score -436005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -436007.593750 Penalty: 4043.490234
	Iteration 23Q: 3 clusters Score -436007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -436010.062500 Penalty: 4043.490234
	Iteration 24Q: 3 clusters Score -436010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -436014.062500 Penalty: 4043.490234
	Iteration 25Q: 3 clusters Score -436014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -436022.000000 Penalty: 4043.490234
	Iteration 26Q: 3 clusters Score -436022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -436028.500000 Penalty: 4043.490234
	Iteration 27Q: 3 clusters Score -436028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -436031.875000 Penalty: 4043.490234
	Iteration 28Q: 3 clusters Score -436031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -436038.093750 Penalty: 4043.490234
	Iteration 29Q: 3 clusters Score -436038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436040.343750 Penalty: 4043.490234
	Iteration 30Q: 3 clusters Score -436040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -436042.875000 Penalty: 4043.490234
	Iteration 31Q: 3 clusters Score -436042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436044.125000 Penalty: 4043.490234
	Iteration 32Q: 3 clusters Score -436044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -436044.218750 Penalty: 4043.490234
	Iteration 33Q: 3 clusters Score -436044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436045.718750 Penalty: 4043.490234
	Iteration 34Q: 3 clusters Score -436045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436045.718750 Penalty: 4043.490234
	Iteration 35F: 3 clusters Score -436045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Entering Unmasked Estep 
Score: -1250450.500000 Penalty: 2274.066406
	Iteration 0F: 2 clusters Score -1250450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1243084.125000 Penalty: 4548.132812
	Iteration 0F: 3 clusters Score -1243084 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1245483.750000 Penalty: 4548.132812
	Iteration 1F: 3 clusters Score -1245484 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1245953.875000 Penalty: 4548.132812
	Iteration 2F: 3 clusters Score -1245954 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1246356.875000 Penalty: 4548.132812
	Iteration 3F: 3 clusters Score -1246357 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1246726.875000 Penalty: 4548.132812
	Iteration 4F: 3 clusters Score -1246727 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1247079.750000 Penalty: 4548.132812
	Iteration 5Q: 3 clusters Score -1247080 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1247410.875000 Penalty: 4548.132812
	Iteration 6Q: 3 clusters Score -1247411 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1247725.875000 Penalty: 4548.132812
	Iteration 7Q: 3 clusters Score -1247726 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1248000.000000 Penalty: 4548.132812
	Iteration 8Q: 3 clusters Score -1248000 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1248167.625000 Penalty: 4548.132812
	Iteration 9Q: 3 clusters Score -1248168 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1248274.000000 Penalty: 4548.132812
	Iteration 10Q: 3 clusters Score -1248274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1248365.125000 Penalty: 4548.132812
	Iteration 11Q: 3 clusters Score -1248365 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1248433.500000 Penalty: 4548.132812
	Iteration 12Q: 3 clusters Score -1248434 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1248489.000000 Penalty: 4548.132812
	Iteration 13Q: 3 clusters Score -1248489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1248533.000000 Penalty: 4548.132812
	Iteration 14Q: 3 clusters Score -1248533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1248568.125000 Penalty: 4548.132812
	Iteration 15Q: 3 clusters Score -1248568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1248601.875000 Penalty: 4548.132812
	Iteration 16Q: 3 clusters Score -1248602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1248634.375000 Penalty: 4548.132812
	Iteration 17Q: 3 clusters Score -1248634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1248672.250000 Penalty: 4548.132812
	Iteration 18Q: 3 clusters Score -1248672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1248714.125000 Penalty: 4548.132812
	Iteration 19Q: 3 clusters Score -1248714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1248759.750000 Penalty: 4548.132812
	Iteration 20F: 3 clusters Score -1248760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1248805.500000 Penalty: 4548.132812
	Iteration 21Q: 3 clusters Score -1248806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1248850.375000 Penalty: 4548.132812
	Iteration 22Q: 3 clusters Score -1248850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1248903.000000 Penalty: 4548.132812
	Iteration 23Q: 3 clusters Score -1248903 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1248960.375000 Penalty: 4548.132812
	Iteration 24Q: 3 clusters Score -1248960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1249023.500000 Penalty: 4548.132812
	Iteration 25Q: 3 clusters Score -1249024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1249099.750000 Penalty: 4548.132812
	Iteration 26Q: 3 clusters Score -1249100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1249175.500000 Penalty: 4548.132812
	Iteration 27Q: 3 clusters Score -1249176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1249228.750000 Penalty: 4548.132812
	Iteration 28Q: 3 clusters Score -1249229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1249267.000000 Penalty: 4548.132812
	Iteration 29Q: 3 clusters Score -1249267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1249289.250000 Penalty: 4548.132812
	Iteration 30Q: 3 clusters Score -1249289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1249306.500000 Penalty: 4548.132812
	Iteration 31Q: 3 clusters Score -1249306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1249317.375000 Penalty: 4548.132812
	Iteration 32Q: 3 clusters Score -1249317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1249325.000000 Penalty: 4548.132812
	Iteration 33Q: 3 clusters Score -1249325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1249330.125000 Penalty: 4548.132812
	Iteration 34Q: 3 clusters Score -1249330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1249343.750000 Penalty: 4548.132812
	Iteration 35Q: 3 clusters Score -1249344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1249353.875000 Penalty: 4548.132812
	Iteration 36Q: 3 clusters Score -1249354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1249364.875000 Penalty: 4548.132812
	Iteration 37Q: 3 clusters Score -1249365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1249368.250000 Penalty: 4548.132812
	Iteration 38Q: 3 clusters Score -1249368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1249373.375000 Penalty: 4548.132812
	Iteration 39Q: 3 clusters Score -1249373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1249376.500000 Penalty: 4548.132812
	Iteration 40F: 3 clusters Score -1249376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1249378.625000 Penalty: 4548.132812
	Iteration 41Q: 3 clusters Score -1249379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1249379.250000 Penalty: 4548.132812
	Iteration 42Q: 3 clusters Score -1249379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1249385.500000 Penalty: 4548.132812
	Iteration 43Q: 3 clusters Score -1249386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1249388.500000 Penalty: 4548.132812
	Iteration 44Q: 3 clusters Score -1249388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1249387.750000 Penalty: 4548.132812
	Iteration 45Q: 3 clusters Score -1249388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1249387.125000 Penalty: 4548.132812
	Iteration 46Q: 3 clusters Score -1249387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1249387.125000 Penalty: 4548.132812
	Iteration 47F: 3 clusters Score -1249387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Entering Unmasked Estep 
Score: -3869906.250000 Penalty: 2551.221680
	Iteration 0F: 2 clusters Score -3869906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3849849.250000 Penalty: 5102.443359
	Iteration 0F: 3 clusters Score -3849849 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3856971.000000 Penalty: 5102.443359
	Iteration 1F: 3 clusters Score -3856971 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3857527.250000 Penalty: 5102.443359
	Iteration 2Q: 3 clusters Score -3857527 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3858042.750000 Penalty: 5102.443359
	Iteration 3Q: 3 clusters Score -3858043 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3858576.250000 Penalty: 5102.443359
	Iteration 4Q: 3 clusters Score -3858576 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3859213.500000 Penalty: 5102.443359
	Iteration 5Q: 3 clusters Score -3859214 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3860023.000000 Penalty: 5102.443359
	Iteration 6F: 3 clusters Score -3860023 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3861045.750000 Penalty: 5102.443359
	Iteration 7F: 3 clusters Score -3861046 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3862390.250000 Penalty: 5102.443359
	Iteration 8F: 3 clusters Score -3862390 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3863843.250000 Penalty: 5102.443359
	Iteration 9F: 3 clusters Score -3863843 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3865359.000000 Penalty: 5102.443359
	Iteration 10F: 3 clusters Score -3865359 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3866719.000000 Penalty: 5102.443359
	Iteration 11Q: 3 clusters Score -3866719 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3867683.500000 Penalty: 5102.443359
	Iteration 12Q: 3 clusters Score -3867684 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3868018.500000 Penalty: 5102.443359
	Iteration 13Q: 3 clusters Score -3868018 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3868134.250000 Penalty: 5102.443359
	Iteration 14Q: 3 clusters Score -3868134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3868213.750000 Penalty: 5102.443359
	Iteration 15Q: 3 clusters Score -3868214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3868254.750000 Penalty: 5102.443359
	Iteration 16Q: 3 clusters Score -3868255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3868284.000000 Penalty: 5102.443359
	Iteration 17Q: 3 clusters Score -3868284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3868285.000000 Penalty: 5102.443359
	Iteration 18Q: 3 clusters Score -3868285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3868298.750000 Penalty: 5102.443359
	Iteration 19Q: 3 clusters Score -3868299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3868313.500000 Penalty: 5102.443359
	Iteration 20F: 3 clusters Score -3868314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3868318.250000 Penalty: 5102.443359
	Iteration 21Q: 3 clusters Score -3868318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3868319.250000 Penalty: 5102.443359
	Iteration 22Q: 3 clusters Score -3868319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3868321.500000 Penalty: 5102.443359
	Iteration 23Q: 3 clusters Score -3868322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3868325.500000 Penalty: 5102.443359
	Iteration 24Q: 3 clusters Score -3868326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3868326.500000 Penalty: 5102.443359
	Iteration 25Q: 3 clusters Score -3868326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3868325.000000 Penalty: 5102.443359
	Iteration 26Q: 3 clusters Score -3868325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3868325.000000 Penalty: 5102.443359
	Iteration 27F: 3 clusters Score -3868325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -1055950.750000 Penalty: 2230.216064
	Iteration 0F: 2 clusters Score -1055951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1049646.500000 Penalty: 4460.432129
	Iteration 0F: 3 clusters Score -1049646 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1051398.375000 Penalty: 4460.432129
	Iteration 1F: 3 clusters Score -1051398 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1051934.000000 Penalty: 4460.432129
	Iteration 2F: 3 clusters Score -1051934 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1052650.250000 Penalty: 4460.432129
	Iteration 3F: 3 clusters Score -1052650 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1053558.375000 Penalty: 4460.432129
	Iteration 4F: 3 clusters Score -1053558 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1054338.375000 Penalty: 4460.432129
	Iteration 5F: 3 clusters Score -1054338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1054693.625000 Penalty: 4460.432129
	Iteration 6F: 3 clusters Score -1054694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1054842.000000 Penalty: 4460.432129
	Iteration 7Q: 3 clusters Score -1054842 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1054912.125000 Penalty: 4460.432129
	Iteration 8Q: 3 clusters Score -1054912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1054941.125000 Penalty: 4460.432129
	Iteration 9Q: 3 clusters Score -1054941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1054958.500000 Penalty: 4460.432129
	Iteration 10Q: 3 clusters Score -1054958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1054969.125000 Penalty: 4460.432129
	Iteration 11Q: 3 clusters Score -1054969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1054975.125000 Penalty: 4460.432129
	Iteration 12Q: 3 clusters Score -1054975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1054977.750000 Penalty: 4460.432129
	Iteration 13Q: 3 clusters Score -1054978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1054981.875000 Penalty: 4460.432129
	Iteration 14Q: 3 clusters Score -1054982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1054984.000000 Penalty: 4460.432129
	Iteration 15Q: 3 clusters Score -1054984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1054986.500000 Penalty: 4460.432129
	Iteration 16Q: 3 clusters Score -1054986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1054986.375000 Penalty: 4460.432129
	Iteration 17Q: 3 clusters Score -1054986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1054988.250000 Penalty: 4460.432129
	Iteration 18Q: 3 clusters Score -1054988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1054989.500000 Penalty: 4460.432129
	Iteration 19Q: 3 clusters Score -1054990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1054988.000000 Penalty: 4460.432129
	Iteration 20F: 3 clusters Score -1054988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1054988.625000 Penalty: 4460.432129
	Iteration 21Q: 3 clusters Score -1054989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1054988.000000 Penalty: 4460.432129
	Iteration 22Q: 3 clusters Score -1054988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1054989.875000 Penalty: 4460.432129
	Iteration 23Q: 3 clusters Score -1054990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1054991.625000 Penalty: 4460.432129
	Iteration 24Q: 3 clusters Score -1054992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1054993.375000 Penalty: 4460.432129
	Iteration 25Q: 3 clusters Score -1054993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1054993.375000 Penalty: 4460.432129
	Iteration 26F: 3 clusters Score -1054993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -771406.375000 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -771406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -766432.125000 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -766432.1 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -767563.187500 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -767563.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -767756.562500 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -767756.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -767881.750000 Penalty: 4294.883789
	Iteration 3Q: 3 clusters Score -767881.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -767965.687500 Penalty: 4294.883789
	Iteration 4Q: 3 clusters Score -767965.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -768034.812500 Penalty: 4294.883789
	Iteration 5Q: 3 clusters Score -768034.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -768088.937500 Penalty: 4294.883789
	Iteration 6Q: 3 clusters Score -768088.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -768138.625000 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -768138.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -768190.750000 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -768190.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -768234.000000 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -768234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -768275.562500 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -768275.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -768308.312500 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -768308.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -768336.937500 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -768336.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -768375.687500 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -768375.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -768423.875000 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -768423.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -768493.125000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -768493.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -768563.812500 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -768563.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -768629.562500 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -768629.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -768690.500000 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -768690.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -768750.812500 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -768750.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -768811.375000 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -768811.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -768869.375000 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -768869.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -768921.562500 Penalty: 4294.883789
	Iteration 22Q: 3 clusters Score -768921.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -768964.937500 Penalty: 4294.883789
	Iteration 23Q: 3 clusters Score -768964.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -768998.500000 Penalty: 4294.883789
	Iteration 24Q: 3 clusters Score -768998.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -769033.687500 Penalty: 4294.883789
	Iteration 25Q: 3 clusters Score -769033.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -769065.250000 Penalty: 4294.883789
	Iteration 26Q: 3 clusters Score -769065.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -769090.000000 Penalty: 4294.883789
	Iteration 27Q: 3 clusters Score -769090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -769110.750000 Penalty: 4294.883789
	Iteration 28Q: 3 clusters Score -769110.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -769130.125000 Penalty: 4294.883789
	Iteration 29Q: 3 clusters Score -769130.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -769145.562500 Penalty: 4294.883789
	Iteration 30Q: 3 clusters Score -769145.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -769153.312500 Penalty: 4294.883789
	Iteration 31Q: 3 clusters Score -769153.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -769161.187500 Penalty: 4294.883789
	Iteration 32Q: 3 clusters Score -769161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -769170.562500 Penalty: 4294.883789
	Iteration 33Q: 3 clusters Score -769170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -769180.500000 Penalty: 4294.883789
	Iteration 34Q: 3 clusters Score -769180.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -769188.687500 Penalty: 4294.883789
	Iteration 35Q: 3 clusters Score -769188.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -769194.125000 Penalty: 4294.883789
	Iteration 36Q: 3 clusters Score -769194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -769202.562500 Penalty: 4294.883789
	Iteration 37Q: 3 clusters Score -769202.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -769213.312500 Penalty: 4294.883789
	Iteration 38Q: 3 clusters Score -769213.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -769222.375000 Penalty: 4294.883789
	Iteration 39Q: 3 clusters Score -769222.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -769228.500000 Penalty: 4294.883789
	Iteration 40F: 3 clusters Score -769228.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -769238.812500 Penalty: 4294.883789
	Iteration 41Q: 3 clusters Score -769238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -769247.625000 Penalty: 4294.883789
	Iteration 42Q: 3 clusters Score -769247.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -769249.875000 Penalty: 4294.883789
	Iteration 43Q: 3 clusters Score -769249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -769252.750000 Penalty: 4294.883789
	Iteration 44Q: 3 clusters Score -769252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -769255.500000 Penalty: 4294.883789
	Iteration 45Q: 3 clusters Score -769255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -769257.437500 Penalty: 4294.883789
	Iteration 46Q: 3 clusters Score -769257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -769260.750000 Penalty: 4294.883789
	Iteration 47Q: 3 clusters Score -769260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -769261.000000 Penalty: 4294.883789
	Iteration 48Q: 3 clusters Score -769261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -769261.062500 Penalty: 4294.883789
	Iteration 49Q: 3 clusters Score -769261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -769263.125000 Penalty: 4294.883789
	Iteration 50Q: 3 clusters Score -769263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -769262.125000 Penalty: 4294.883789
	Iteration 51Q: 3 clusters Score -769262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -769263.500000 Penalty: 4294.883789
	Iteration 52Q: 3 clusters Score -769263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -769263.500000 Penalty: 4294.883789
	Iteration 53F: 3 clusters Score -769263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -140227.468750 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -140227.5 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 564 members 
Entering Unmasked Estep 
Score: -138210.031250 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -138210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138560.484375 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -138560.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138703.625000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -138703.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138813.062500 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -138813.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138941.562500 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -138941.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139107.015625 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -139107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139172.765625 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -139172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139237.578125 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -139237.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139331.468750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -139331.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -139466.218750 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -139466.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139620.312500 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -139620.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139690.562500 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -139690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139732.203125 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -139732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139761.234375 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -139761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139783.890625 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -139783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139795.546875 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -139795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139800.500000 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -139800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139817.156250 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -139817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139840.953125 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -139841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139865.921875 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -139865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139892.265625 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -139892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -139923.015625 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -139923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139946.250000 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -139946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139955.781250 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -139955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139961.859375 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -139961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139966.453125 Penalty: 3480.683105
	Iteration 25Q: 3 clusters Score -139966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139967.796875 Penalty: 3480.683105
	Iteration 26Q: 3 clusters Score -139967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139969.296875 Penalty: 3480.683105
	Iteration 27Q: 3 clusters Score -139969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139970.031250 Penalty: 3480.683105
	Iteration 28Q: 3 clusters Score -139970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139971.046875 Penalty: 3480.683105
	Iteration 29Q: 3 clusters Score -139971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -139972.843750 Penalty: 3480.683105
	Iteration 30Q: 3 clusters Score -139972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -139973.843750 Penalty: 3480.683105
	Iteration 31Q: 3 clusters Score -139973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139974.546875 Penalty: 3480.683105
	Iteration 32Q: 3 clusters Score -139974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139974.546875 Penalty: 3480.683105
	Iteration 33F: 3 clusters Score -139974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -26525.203125 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -26525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25380.916016 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -25380.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25442.318359 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -25442.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -6351666.500000 Penalty: 2668.381592
	Iteration 0F: 2 clusters Score -6351666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -6319754.000000 Penalty: 5336.763184
	Iteration 0F: 3 clusters Score -6319754 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -6331901.000000 Penalty: 5336.763184
	Iteration 1F: 3 clusters Score -6331901 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -6332510.000000 Penalty: 5336.763184
	Iteration 2Q: 3 clusters Score -6332510 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6333200.500000 Penalty: 5336.763184
	Iteration 3Q: 3 clusters Score -6333200 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6333894.500000 Penalty: 5336.763184
	Iteration 4Q: 3 clusters Score -6333894 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6334724.500000 Penalty: 5336.763184
	Iteration 5Q: 3 clusters Score -6334724 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6335698.000000 Penalty: 5336.763184
	Iteration 6Q: 3 clusters Score -6335698 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6336980.500000 Penalty: 5336.763184
	Iteration 7F: 3 clusters Score -6336980 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -6338625.000000 Penalty: 5336.763184
	Iteration 8F: 3 clusters Score -6338625 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6340564.000000 Penalty: 5336.763184
	Iteration 9F: 3 clusters Score -6340564 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -6342605.000000 Penalty: 5336.763184
	Iteration 10F: 3 clusters Score -6342605 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6344354.000000 Penalty: 5336.763184
	Iteration 11Q: 3 clusters Score -6344354 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6345722.500000 Penalty: 5336.763184
	Iteration 12Q: 3 clusters Score -6345722 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6346759.000000 Penalty: 5336.763184
	Iteration 13Q: 3 clusters Score -6346759 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6347475.500000 Penalty: 5336.763184
	Iteration 14Q: 3 clusters Score -6347476 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6347975.000000 Penalty: 5336.763184
	Iteration 15Q: 3 clusters Score -6347975 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6348379.500000 Penalty: 5336.763184
	Iteration 16Q: 3 clusters Score -6348380 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6348656.500000 Penalty: 5336.763184
	Iteration 17Q: 3 clusters Score -6348656 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6348826.500000 Penalty: 5336.763184
	Iteration 18Q: 3 clusters Score -6348826 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6348984.000000 Penalty: 5336.763184
	Iteration 19Q: 3 clusters Score -6348984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6349055.500000 Penalty: 5336.763184
	Iteration 20F: 3 clusters Score -6349056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6349121.000000 Penalty: 5336.763184
	Iteration 21Q: 3 clusters Score -6349121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6349174.500000 Penalty: 5336.763184
	Iteration 22Q: 3 clusters Score -6349174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6349217.500000 Penalty: 5336.763184
	Iteration 23Q: 3 clusters Score -6349218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6349260.500000 Penalty: 5336.763184
	Iteration 24Q: 3 clusters Score -6349260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6349299.000000 Penalty: 5336.763184
	Iteration 25Q: 3 clusters Score -6349299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6349314.500000 Penalty: 5336.763184
	Iteration 26Q: 3 clusters Score -6349314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6349336.000000 Penalty: 5336.763184
	Iteration 27Q: 3 clusters Score -6349336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6349342.000000 Penalty: 5336.763184
	Iteration 28Q: 3 clusters Score -6349342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6349356.000000 Penalty: 5336.763184
	Iteration 29Q: 3 clusters Score -6349356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6349363.000000 Penalty: 5336.763184
	Iteration 30Q: 3 clusters Score -6349363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6349359.500000 Penalty: 5336.763184
	Iteration 31Q: 3 clusters Score -6349360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6349369.000000 Penalty: 5336.763184
	Iteration 32Q: 3 clusters Score -6349369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6349378.500000 Penalty: 5336.763184
	Iteration 33Q: 3 clusters Score -6349378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6349381.000000 Penalty: 5336.763184
	Iteration 34Q: 3 clusters Score -6349381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6349388.500000 Penalty: 5336.763184
	Iteration 35Q: 3 clusters Score -6349388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6349388.000000 Penalty: 5336.763184
	Iteration 36Q: 3 clusters Score -6349388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6349384.000000 Penalty: 5336.763184
	Iteration 37Q: 3 clusters Score -6349384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6349386.500000 Penalty: 5336.763184
	Iteration 38Q: 3 clusters Score -6349386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6349392.500000 Penalty: 5336.763184
	Iteration 39Q: 3 clusters Score -6349392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6349392.000000 Penalty: 5336.763184
	Iteration 40F: 3 clusters Score -6349392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Entering Unmasked Estep 
Score: -14948179.000000 Penalty: 2900.997070
	Iteration 0F: 2 clusters Score -1.494818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -14867986.000000 Penalty: 5801.994141
	Iteration 0F: 3 clusters Score -1.486799e+07 nChanged 57070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -14900839.000000 Penalty: 5801.994141
	Iteration 1F: 3 clusters Score -1.490084e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -14902244.000000 Penalty: 5801.994141
	Iteration 2Q: 3 clusters Score -1.490224e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -14904395.000000 Penalty: 5801.994141
	Iteration 3Q: 3 clusters Score -1.49044e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -14907199.000000 Penalty: 5801.994141
	Iteration 4F: 3 clusters Score -1.49072e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -14911081.000000 Penalty: 5801.994141
	Iteration 5F: 3 clusters Score -1.491108e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -14916003.000000 Penalty: 5801.994141
	Iteration 6F: 3 clusters Score -1.4916e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -14921369.000000 Penalty: 5801.994141
	Iteration 7F: 3 clusters Score -1.492137e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -14926612.000000 Penalty: 5801.994141
	Iteration 8F: 3 clusters Score -1.492661e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -14931069.000000 Penalty: 5801.994141
	Iteration 9F: 3 clusters Score -1.493107e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -14934546.000000 Penalty: 5801.994141
	Iteration 10Q: 3 clusters Score -1.493455e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -14937518.000000 Penalty: 5801.994141
	Iteration 11Q: 3 clusters Score -1.493752e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -14940075.000000 Penalty: 5801.994141
	Iteration 12Q: 3 clusters Score -1.494008e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -14942090.000000 Penalty: 5801.994141
	Iteration 13Q: 3 clusters Score -1.494209e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -14943346.000000 Penalty: 5801.994141
	Iteration 14Q: 3 clusters Score -1.494335e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 114719 members 
Entering Unmasked Estep 
Score: -14944174.000000 Penalty: 5801.994141
	Iteration 15Q: 3 clusters Score -1.494417e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -14944721.000000 Penalty: 5801.994141
	Iteration 16Q: 3 clusters Score -1.494472e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -14945047.000000 Penalty: 5801.994141
	Iteration 17Q: 3 clusters Score -1.494505e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 116752 members 
Entering Unmasked Estep 
Score: -14945304.000000 Penalty: 5801.994141
	Iteration 18Q: 3 clusters Score -1.49453e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -14945497.000000 Penalty: 5801.994141
	Iteration 19Q: 3 clusters Score -1.49455e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -14945623.000000 Penalty: 5801.994141
	Iteration 20F: 3 clusters Score -1.494562e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 117589 members 
Entering Unmasked Estep 
Score: -14945780.000000 Penalty: 5801.994141
	Iteration 21Q: 3 clusters Score -1.494578e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -14945836.000000 Penalty: 5801.994141
	Iteration 22Q: 3 clusters Score -1.494584e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -14945921.000000 Penalty: 5801.994141
	Iteration 23Q: 3 clusters Score -1.494592e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -14945961.000000 Penalty: 5801.994141
	Iteration 24Q: 3 clusters Score -1.494596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -14945991.000000 Penalty: 5801.994141
	Iteration 25Q: 3 clusters Score -1.494599e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -14946056.000000 Penalty: 5801.994141
	Iteration 26Q: 3 clusters Score -1.494606e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -14946037.000000 Penalty: 5801.994141
	Iteration 27Q: 3 clusters Score -1.494604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -14946052.000000 Penalty: 5801.994141
	Iteration 28Q: 3 clusters Score -1.494605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -14946052.000000 Penalty: 5801.994141
	Iteration 29Q: 3 clusters Score -1.494605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -14946046.000000 Penalty: 5801.994141
	Iteration 30Q: 3 clusters Score -1.494605e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -14946056.000000 Penalty: 5801.994141
	Iteration 31Q: 3 clusters Score -1.494606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -14946062.000000 Penalty: 5801.994141
	Iteration 32Q: 3 clusters Score -1.494606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -14946060.000000 Penalty: 5801.994141
	Iteration 33Q: 3 clusters Score -1.494606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -14946077.000000 Penalty: 5801.994141
	Iteration 34Q: 3 clusters Score -1.494608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -14946075.000000 Penalty: 5801.994141
	Iteration 35Q: 3 clusters Score -1.494608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
Score: -14946070.000000 Penalty: 5801.994141
	Iteration 36Q: 3 clusters Score -1.494607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -14946087.000000 Penalty: 5801.994141
	Iteration 37Q: 3 clusters Score -1.494609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -14946091.000000 Penalty: 5801.994141
	Iteration 38Q: 3 clusters Score -1.494609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -14946085.000000 Penalty: 5801.994141
	Iteration 39Q: 3 clusters Score -1.494608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -14946082.000000 Penalty: 5801.994141
	Iteration 40F: 3 clusters Score -1.494608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -14946084.000000 Penalty: 5801.994141
	Iteration 41Q: 3 clusters Score -1.494608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 118208 members 
Entering Unmasked Estep 
Score: -14946071.000000 Penalty: 5801.994141
	Iteration 42Q: 3 clusters Score -1.494607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
Score: -14946075.000000 Penalty: 5801.994141
	Iteration 43Q: 3 clusters Score -1.494608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -14946092.000000 Penalty: 5801.994141
	Iteration 44Q: 3 clusters Score -1.494609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -14946084.000000 Penalty: 5801.994141
	Iteration 45Q: 3 clusters Score -1.494608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -14946085.000000 Penalty: 5801.994141
	Iteration 46Q: 3 clusters Score -1.494608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -14946087.000000 Penalty: 5801.994141
	Iteration 47Q: 3 clusters Score -1.494609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -14946087.000000 Penalty: 5801.994141
	Iteration 48Q: 3 clusters Score -1.494609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -14946088.000000 Penalty: 5801.994141
	Iteration 49Q: 3 clusters Score -1.494609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -14946085.000000 Penalty: 5801.994141
	Iteration 50Q: 3 clusters Score -1.494608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -14946085.000000 Penalty: 5801.994141
	Iteration 51Q: 3 clusters Score -1.494608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -14946077.000000 Penalty: 5801.994141
	Iteration 52Q: 3 clusters Score -1.494608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
Score: -14946082.000000 Penalty: 5801.994141
	Iteration 53Q: 3 clusters Score -1.494608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -14946083.000000 Penalty: 5801.994141
	Iteration 54Q: 3 clusters Score -1.494608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -14946083.000000 Penalty: 5801.994141
	Iteration 55Q: 3 clusters Score -1.494608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -14946083.000000 Penalty: 5801.994141
	Iteration 56F: 3 clusters Score -1.494608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -765352.937500 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -765352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -760118.625000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -760118.6 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -761591.937500 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -761591.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -761946.687500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -761946.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -762179.437500 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -762179.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -762382.437500 Penalty: 4332.341797
	Iteration 4Q: 3 clusters Score -762382.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -762569.500000 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -762569.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -762775.750000 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -762775.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -762986.375000 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -762986.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -763207.250000 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -763207.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -763417.312500 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -763417.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -763689.375000 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -763689.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -763950.437500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -763950.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -764123.000000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -764123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -764211.812500 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -764211.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -764269.250000 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -764269.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -764312.812500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -764312.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -764365.062500 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -764365.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -764415.500000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -764415.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -764455.812500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -764455.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -764484.812500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -764484.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -764496.437500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -764496.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -764504.187500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -764504.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -764511.875000 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -764511.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -764518.500000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -764518.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -764524.875000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -764524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -764534.375000 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -764534.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -764548.187500 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -764548.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -764557.625000 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -764557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -764560.250000 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -764560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -764562.937500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -764562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -764565.687500 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -764565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -764569.875000 Penalty: 4332.341797
	Iteration 31Q: 3 clusters Score -764569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -764575.250000 Penalty: 4332.341797
	Iteration 32Q: 3 clusters Score -764575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -764584.062500 Penalty: 4332.341797
	Iteration 33Q: 3 clusters Score -764584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -764591.312500 Penalty: 4332.341797
	Iteration 34Q: 3 clusters Score -764591.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -764606.125000 Penalty: 4332.341797
	Iteration 35Q: 3 clusters Score -764606.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -764622.187500 Penalty: 4332.341797
	Iteration 36Q: 3 clusters Score -764622.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -764638.625000 Penalty: 4332.341797
	Iteration 37Q: 3 clusters Score -764638.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -764652.562500 Penalty: 4332.341797
	Iteration 38Q: 3 clusters Score -764652.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -764665.062500 Penalty: 4332.341797
	Iteration 39Q: 3 clusters Score -764665.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -764669.375000 Penalty: 4332.341797
	Iteration 40F: 3 clusters Score -764669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -764673.250000 Penalty: 4332.341797
	Iteration 41Q: 3 clusters Score -764673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -764676.187500 Penalty: 4332.341797
	Iteration 42Q: 3 clusters Score -764676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -764678.625000 Penalty: 4332.341797
	Iteration 43Q: 3 clusters Score -764678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -764679.625000 Penalty: 4332.341797
	Iteration 44Q: 3 clusters Score -764679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -764680.312500 Penalty: 4332.341797
	Iteration 45Q: 3 clusters Score -764680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -764681.625000 Penalty: 4332.341797
	Iteration 46Q: 3 clusters Score -764681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -764681.125000 Penalty: 4332.341797
	Iteration 47Q: 3 clusters Score -764681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -764681.437500 Penalty: 4332.341797
	Iteration 48Q: 3 clusters Score -764681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -764681.437500 Penalty: 4332.341797
	Iteration 49F: 3 clusters Score -764681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (235673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235673 members 
Entering Unmasked Estep 
Score: -31530670.000000 Penalty: 3067.809570
	Iteration 0F: 2 clusters Score -3.153067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -31392548.000000 Penalty: 6135.619141
	Iteration 0F: 3 clusters Score -3.139255e+07 nChanged 113811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -31459688.000000 Penalty: 6135.619141
	Iteration 1F: 3 clusters Score -3.145969e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -31461376.000000 Penalty: 6135.619141
	Iteration 2Q: 3 clusters Score -3.146138e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -31463616.000000 Penalty: 6135.619141
	Iteration 3Q: 3 clusters Score -3.146362e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -31467234.000000 Penalty: 6135.619141
	Iteration 4Q: 3 clusters Score -3.146723e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 154926 members 
Entering Unmasked Estep 
Score: -31473094.000000 Penalty: 6135.619141
	Iteration 5F: 3 clusters Score -3.147309e+07 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -31483430.000000 Penalty: 6135.619141
	Iteration 6F: 3 clusters Score -3.148343e+07 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 189330 members 
Entering Unmasked Estep 
Score: -31496070.000000 Penalty: 6135.619141
	Iteration 7F: 3 clusters Score -3.149607e+07 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 206265 members 
Entering Unmasked Estep 
Score: -31507188.000000 Penalty: 6135.619141
	Iteration 8F: 3 clusters Score -3.150719e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 218580 members 
Entering Unmasked Estep 
Score: -31515832.000000 Penalty: 6135.619141
	Iteration 9F: 3 clusters Score -3.151583e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 226066 members 
Entering Unmasked Estep 
Score: -31521472.000000 Penalty: 6135.619141
	Iteration 10Q: 3 clusters Score -3.152147e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 230255 members 
Entering Unmasked Estep 
Score: -31524288.000000 Penalty: 6135.619141
	Iteration 11Q: 3 clusters Score -3.152429e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 232475 members 
Entering Unmasked Estep 
Score: -31525916.000000 Penalty: 6135.619141
	Iteration 12Q: 3 clusters Score -3.152592e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 233694 members 
Entering Unmasked Estep 
Score: -31526816.000000 Penalty: 6135.619141
	Iteration 13Q: 3 clusters Score -3.152682e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 234301 members 
Entering Unmasked Estep 
Score: -31527238.000000 Penalty: 6135.619141
	Iteration 14Q: 3 clusters Score -3.152724e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 234632 members 
Entering Unmasked Estep 
Score: -31527556.000000 Penalty: 6135.619141
	Iteration 15Q: 3 clusters Score -3.152756e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 234797 members 
Entering Unmasked Estep 
Score: -31527698.000000 Penalty: 6135.619141
	Iteration 16Q: 3 clusters Score -3.15277e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 234881 members 
Entering Unmasked Estep 
Score: -31527760.000000 Penalty: 6135.619141
	Iteration 17Q: 3 clusters Score -3.152776e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 234932 members 
Entering Unmasked Estep 
Score: -31527800.000000 Penalty: 6135.619141
	Iteration 18Q: 3 clusters Score -3.15278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 234968 members 
Entering Unmasked Estep 
Score: -31527844.000000 Penalty: 6135.619141
	Iteration 19Q: 3 clusters Score -3.152784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 234988 members 
Entering Unmasked Estep 
Score: -31527872.000000 Penalty: 6135.619141
	Iteration 20F: 3 clusters Score -3.152787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 235007 members 
Entering Unmasked Estep 
Score: -31527898.000000 Penalty: 6135.619141
	Iteration 21Q: 3 clusters Score -3.15279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 235018 members 
Entering Unmasked Estep 
Score: -31527890.000000 Penalty: 6135.619141
	Iteration 22Q: 3 clusters Score -3.152789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 235026 members 
Entering Unmasked Estep 
Score: -31527882.000000 Penalty: 6135.619141
	Iteration 23Q: 3 clusters Score -3.152788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 235036 members 
Entering Unmasked Estep 
Score: -31527900.000000 Penalty: 6135.619141
	Iteration 24Q: 3 clusters Score -3.15279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 235044 members 
Entering Unmasked Estep 
Score: -31527920.000000 Penalty: 6135.619141
	Iteration 25Q: 3 clusters Score -3.152792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -31527910.000000 Penalty: 6135.619141
	Iteration 26Q: 3 clusters Score -3.152791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 235058 members 
Entering Unmasked Estep 
Score: -31527950.000000 Penalty: 6135.619141
	Iteration 27Q: 3 clusters Score -3.152795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 235063 members 
Entering Unmasked Estep 
Score: -31527930.000000 Penalty: 6135.619141
	Iteration 28Q: 3 clusters Score -3.152793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 235068 members 
Entering Unmasked Estep 
Score: -31527958.000000 Penalty: 6135.619141
	Iteration 29Q: 3 clusters Score -3.152796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 235070 members 
Entering Unmasked Estep 
Score: -31527968.000000 Penalty: 6135.619141
	Iteration 30Q: 3 clusters Score -3.152797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 235073 members 
Entering Unmasked Estep 
Score: -31527940.000000 Penalty: 6135.619141
	Iteration 31Q: 3 clusters Score -3.152794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 235073 members 
Entering Unmasked Estep 
Score: -31527940.000000 Penalty: 6135.619141
	Iteration 32Q: 3 clusters Score -3.152794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 235075 members 
Entering Unmasked Estep 
Score: -31527950.000000 Penalty: 6135.619141
	Iteration 33Q: 3 clusters Score -3.152795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 235076 members 
Entering Unmasked Estep 
Score: -31527946.000000 Penalty: 6135.619141
	Iteration 34Q: 3 clusters Score -3.152795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 235076 members 
Entering Unmasked Estep 
Score: -31527944.000000 Penalty: 6135.619141
	Iteration 35Q: 3 clusters Score -3.152794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 235078 members 
Entering Unmasked Estep 
Score: -31527952.000000 Penalty: 6135.619141
	Iteration 36Q: 3 clusters Score -3.152795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 235078 members 
Entering Unmasked Estep 
Score: -31527952.000000 Penalty: 6135.619141
	Iteration 37F: 3 clusters Score -3.152795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -53236.890625 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -53236.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51831.867188 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -51831.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52020.945312 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -52020.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52127.335938 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -52127.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52186.062500 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -52186.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52229.824219 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -52229.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52293.972656 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -52293.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52379.054688 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -52379.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52410.636719 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -52410.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52435.863281 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -52435.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52448.796875 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -52448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52455.417969 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -52455.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52455.417969 Penalty: 3060.126709
	Iteration 11F: 3 clusters Score -52455.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -201156.578125 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -201156.6 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 806 members 
Entering Unmasked Estep 
Score: -198791.375000 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198791.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -199188.671875 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199188.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -199312.500000 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199312.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -199376.203125 Penalty: 3655.634521
	Iteration 3Q: 3 clusters Score -199376.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199421.109375 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -199421.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -199471.171875 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -199471.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -199523.359375 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -199523.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -199560.562500 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -199560.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -199601.593750 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -199601.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -199642.421875 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -199642.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -199670.609375 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -199670.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199701.406250 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -199701.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -199731.859375 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -199731.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -199760.968750 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -199761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -199785.234375 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -199785.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -199807.328125 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -199807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199837.406250 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -199837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -199858.359375 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -199858.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199879.515625 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -199879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199894.890625 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -199894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199906.609375 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -199906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199923.203125 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -199923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199926.671875 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -199926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199931.843750 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -199931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199935.437500 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -199935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199935.890625 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -199935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199935.890625 Penalty: 3655.634521
	Iteration 26F: 3 clusters Score -199935.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -579531.125000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -579531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -575371.875000 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -575371.9 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -576321.875000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -576321.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -576585.812500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -576585.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -576790.125000 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -576790.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -576943.562500 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -576943.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -577073.000000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -577073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -577186.187500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -577186.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -577263.250000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -577263.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -577318.187500 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -577318.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -577358.687500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -577358.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -577398.562500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -577398.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -577432.375000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -577432.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -577470.687500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -577470.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -577504.937500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -577504.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -577536.687500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -577536.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -577565.812500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -577565.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -577587.875000 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -577587.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -577610.375000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -577610.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -577624.250000 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -577624.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -577640.437500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -577640.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -577654.812500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -577654.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -577665.500000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -577665.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -577678.125000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -577678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -577693.187500 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -577693.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -577702.750000 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -577702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -577708.562500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -577708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -577714.687500 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -577714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -577721.437500 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -577721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -577726.000000 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -577726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -577731.687500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -577731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -577735.250000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -577735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -577741.937500 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -577741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -577746.750000 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -577746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -577750.875000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -577750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -577757.937500 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -577757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -577759.000000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -577759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -577762.625000 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -577762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -577764.187500 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -577764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -577766.250000 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -577766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -577766.937500 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -577766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -577766.937500 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -577766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -537966.562500 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -537966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -533912.062500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -533912.1 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -534849.062500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -534849.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -535034.812500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -535034.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535141.437500 Penalty: 4144.734863
	Iteration 3Q: 3 clusters Score -535141.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -535209.812500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -535209.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -535260.875000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -535260.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -535296.437500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -535296.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -535318.625000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -535318.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -535337.312500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -535337.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535357.750000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -535357.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535377.062500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -535377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -535393.625000 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -535393.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535414.062500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -535414.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -535434.312500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -535434.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -535447.125000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -535447.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -535458.437500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -535458.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -535468.625000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -535468.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -535479.625000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -535479.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -535485.562500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -535485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -535493.375000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -535493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -535499.125000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -535499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -535505.000000 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -535505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -535513.750000 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -535513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535523.312500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -535523.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -535532.625000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -535532.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -535545.250000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -535545.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -535555.375000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -535555.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -535564.375000 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -535564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -535570.312500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -535570.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -535573.562500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -535573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -535577.750000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -535577.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -535584.812500 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -535584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -535591.187500 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -535591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535602.375000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -535602.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -535609.562500 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -535609.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -535615.250000 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -535615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -535617.937500 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -535617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -535620.125000 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -535620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -535622.562500 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -535622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -535624.750000 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -535624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -535626.187500 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -535626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -535627.187500 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -535627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -535629.062500 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -535629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -535630.125000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -535630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -535630.437500 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -535630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -535631.937500 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -535631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -535632.562500 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -535632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -535634.437500 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -535634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -535638.562500 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -535638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -535641.687500 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -535641.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -535645.937500 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -535645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -535648.187500 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -535648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -535648.437500 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -535648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -535649.562500 Penalty: 4144.734863
	Iteration 53Q: 3 clusters Score -535649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -535649.625000 Penalty: 4144.734863
	Iteration 54Q: 3 clusters Score -535649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -535652.375000 Penalty: 4144.734863
	Iteration 55Q: 3 clusters Score -535652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -535653.187500 Penalty: 4144.734863
	Iteration 56Q: 3 clusters Score -535653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -535655.187500 Penalty: 4144.734863
	Iteration 57Q: 3 clusters Score -535655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -535657.500000 Penalty: 4144.734863
	Iteration 58Q: 3 clusters Score -535657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -535658.812500 Penalty: 4144.734863
	Iteration 59Q: 3 clusters Score -535658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -535662.312500 Penalty: 4144.734863
	Iteration 60F: 3 clusters Score -535662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -535666.062500 Penalty: 4144.734863
	Iteration 61Q: 3 clusters Score -535666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -535668.937500 Penalty: 4144.734863
	Iteration 62Q: 3 clusters Score -535668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -535671.000000 Penalty: 4144.734863
	Iteration 63Q: 3 clusters Score -535671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -535673.687500 Penalty: 4144.734863
	Iteration 64Q: 3 clusters Score -535673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -535675.125000 Penalty: 4144.734863
	Iteration 65Q: 3 clusters Score -535675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -535676.812500 Penalty: 4144.734863
	Iteration 66Q: 3 clusters Score -535676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -535678.812500 Penalty: 4144.734863
	Iteration 67Q: 3 clusters Score -535678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -535678.625000 Penalty: 4144.734863
	Iteration 68Q: 3 clusters Score -535678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -535678.625000 Penalty: 4144.734863
	Iteration 69F: 3 clusters Score -535678.6 nChanged 0
--- Evaluating fit on full set of 4214401 points ---
Entering Unmasked Estep 
Score: -540101824.000000 Penalty: 132404.875000
25->36 Clusters: Score -540101824.000000, best is -540187712.000000

Main iterations: 0 (time per=infms)
Total iterations: 107256 (time per=447.579091ms)
Iterations metric 2: 8212469776384.000000 (time per=5.845445ns)
Iterations metric 3: 246374725582848.000000 (time per=194.847677ps)

That took 48005.542969 seconds.
